warning: commands will be executed using /bin/sh
job 2955 at Thu Mar 13 14:40:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140312/YutaMouse20-140312/YutaMouse20-140312
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 3174649 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1058216 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 55583 members 
Mstep: Class 3 contains 55639 members 
Mstep: Class 4 contains 55317 members 
Mstep: Class 5 contains 55684 members 
Mstep: Class 6 contains 55636 members 
Mstep: Class 7 contains 55736 members 
Mstep: Class 8 contains 55716 members 
Mstep: Class 9 contains 55577 members 
Mstep: Class 10 contains 55711 members 
Mstep: Class 11 contains 56070 members 
Mstep: Class 12 contains 55574 members 
Mstep: Class 13 contains 55881 members 
Mstep: Class 14 contains 55596 members 
Mstep: Class 15 contains 55433 members 
Mstep: Class 16 contains 56160 members 
Mstep: Class 17 contains 55650 members 
Mstep: Class 18 contains 55585 members 
Mstep: Class 19 contains 55754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 208.102310 but Gain 3440.281250
Score: -138205488.000000 Penalty: 61925.031250
Iteration 0F: 19 clusters Score -1.382055e+08 nChanged 1001501
Entering Unmasked Mstep 
Mstep: Class 0 contains 3206 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 106404 members 
Mstep: Class 3 contains 64551 members 
Mstep: Class 4 contains 292795 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 107218 members 
Mstep: Class 7 contains 79665 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 6921 members 
Mstep: Class 10 contains 111614 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 66277 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 43238 members 
Mstep: Class 15 contains 30139 members 
Mstep: Class 16 contains 49316 members 
Mstep: Class 17 contains 66259 members 
Mstep: Class 19 contains 5289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1091.848633 but Gain 3440.277344
Score: -145641968.000000 Penalty: 58484.753906
Iteration 1F: 18 clusters Score -1.45642e+08 nChanged 319695
Entering Unmasked Mstep 
Mstep: Class 0 contains 3161 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 109372 members 
Mstep: Class 3 contains 75407 members 
Mstep: Class 4 contains 311896 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 120211 members 
Mstep: Class 7 contains 76949 members 
Mstep: Class 8 contains 2775 members 
Mstep: Class 9 contains 3029 members 
Mstep: Class 10 contains 108969 members 
Mstep: Class 12 contains 65978 members 
Mstep: Class 13 contains 2211 members 
Mstep: Class 14 contains 41884 members 
Mstep: Class 15 contains 28849 members 
Mstep: Class 16 contains 36693 members 
Mstep: Class 17 contains 62811 members 
Mstep: Class 19 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1127.576538 but Gain 3440.281250
Score: -145935856.000000 Penalty: 55044.472656
Iteration 2F: 17 clusters Score -1.459359e+08 nChanged 212267
Entering Unmasked Mstep 
Mstep: Class 0 contains 3017 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 114011 members 
Mstep: Class 3 contains 88128 members 
Mstep: Class 4 contains 289950 members 
Mstep: Class 5 contains 1479 members 
Mstep: Class 6 contains 134450 members 
Mstep: Class 7 contains 73975 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 111846 members 
Mstep: Class 12 contains 65080 members 
Mstep: Class 13 contains 1538 members 
Mstep: Class 14 contains 38001 members 
Mstep: Class 15 contains 23710 members 
Mstep: Class 16 contains 26891 members 
Mstep: Class 17 contains 78343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1814.403320 but Gain 3440.277344
Score: -146122240.000000 Penalty: 51604.195312
Iteration 3F: 16 clusters Score -1.461222e+08 nChanged 179396
Entering Unmasked Mstep 
Mstep: Class 0 contains 2866 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 119638 members 
Mstep: Class 3 contains 100580 members 
Mstep: Class 4 contains 261976 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 145639 members 
Mstep: Class 7 contains 70409 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 10 contains 119068 members 
Mstep: Class 12 contains 62501 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 33253 members 
Mstep: Class 15 contains 18124 members 
Mstep: Class 16 contains 19227 members 
Mstep: Class 17 contains 96181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146313216.000000 Penalty: 51604.195312
Iteration 4F: 16 clusters Score -1.463132e+08 nChanged 156761
Entering Unmasked Mstep 
Mstep: Class 0 contains 2221 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 124050 members 
Mstep: Class 3 contains 112036 members 
Mstep: Class 4 contains 236419 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 154048 members 
Mstep: Class 7 contains 65264 members 
Mstep: Class 8 contains 6103 members 
Mstep: Class 10 contains 128466 members 
Mstep: Class 12 contains 58186 members 
Mstep: Class 13 contains 1690 members 
Mstep: Class 14 contains 28789 members 
Mstep: Class 15 contains 14732 members 
Mstep: Class 16 contains 13589 members 
Mstep: Class 17 contains 109843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146481104.000000 Penalty: 51604.195312
Iteration 5F: 16 clusters Score -1.464811e+08 nChanged 142129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1925 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 127718 members 
Mstep: Class 3 contains 122429 members 
Mstep: Class 4 contains 210623 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 159695 members 
Mstep: Class 7 contains 61298 members 
Mstep: Class 8 contains 7923 members 
Mstep: Class 10 contains 141185 members 
Mstep: Class 12 contains 53211 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 25445 members 
Mstep: Class 15 contains 13199 members 
Mstep: Class 16 contains 9791 members 
Mstep: Class 17 contains 118735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146585136.000000 Penalty: 51604.195312
Iteration 6F: 16 clusters Score -1.465851e+08 nChanged 128430
Entering Unmasked Mstep 
Mstep: Class 0 contains 1894 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 129952 members 
Mstep: Class 3 contains 131638 members 
Mstep: Class 4 contains 186608 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 159778 members 
Mstep: Class 7 contains 60365 members 
Mstep: Class 8 contains 9808 members 
Mstep: Class 10 contains 157365 members 
Mstep: Class 12 contains 48361 members 
Mstep: Class 13 contains 2312 members 
Mstep: Class 14 contains 23010 members 
Mstep: Class 15 contains 12617 members 
Mstep: Class 16 contains 7354 members 
Mstep: Class 17 contains 124123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146662848.000000 Penalty: 51604.195312
Iteration 7F: 16 clusters Score -1.466628e+08 nChanged 112102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1885 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 130691 members 
Mstep: Class 3 contains 139525 members 
Mstep: Class 4 contains 166646 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 154557 members 
Mstep: Class 7 contains 62367 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 10 contains 175183 members 
Mstep: Class 12 contains 44143 members 
Mstep: Class 13 contains 2404 members 
Mstep: Class 14 contains 20912 members 
Mstep: Class 15 contains 12536 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 126943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146716368.000000 Penalty: 51604.195312
Iteration 8F: 16 clusters Score -1.467164e+08 nChanged 98944
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 131413 members 
Mstep: Class 3 contains 146460 members 
Mstep: Class 4 contains 150064 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 147693 members 
Mstep: Class 7 contains 66293 members 
Mstep: Class 8 contains 12952 members 
Mstep: Class 10 contains 189066 members 
Mstep: Class 12 contains 40748 members 
Mstep: Class 13 contains 2419 members 
Mstep: Class 14 contains 19265 members 
Mstep: Class 15 contains 12587 members 
Mstep: Class 16 contains 5100 members 
Mstep: Class 17 contains 129212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146758544.000000 Penalty: 51604.195312
Iteration 9F: 16 clusters Score -1.467585e+08 nChanged 84105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 134341 members 
Mstep: Class 3 contains 153157 members 
Mstep: Class 4 contains 141159 members 
Mstep: Class 5 contains 1598 members 
Mstep: Class 6 contains 139545 members 
Mstep: Class 7 contains 70433 members 
Mstep: Class 8 contains 14227 members 
Mstep: Class 10 contains 191814 members 
Mstep: Class 12 contains 37537 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 18407 members 
Mstep: Class 15 contains 12676 members 
Mstep: Class 16 contains 4756 members 
Mstep: Class 17 contains 132812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146790096.000000 Penalty: 51604.195312
Iteration 10F: 16 clusters Score -1.467901e+08 nChanged 71419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 139323 members 
Mstep: Class 3 contains 159552 members 
Mstep: Class 4 contains 136214 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 131573 members 
Mstep: Class 7 contains 73926 members 
Mstep: Class 8 contains 15313 members 
Mstep: Class 10 contains 187019 members 
Mstep: Class 12 contains 34059 members 
Mstep: Class 13 contains 2371 members 
Mstep: Class 14 contains 18589 members 
Mstep: Class 15 contains 12755 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 137905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146818464.000000 Penalty: 51604.195312
Iteration 11F: 16 clusters Score -1.468185e+08 nChanged 62167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 145267 members 
Mstep: Class 3 contains 165032 members 
Mstep: Class 4 contains 132388 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 123976 members 
Mstep: Class 7 contains 76810 members 
Mstep: Class 8 contains 16183 members 
Mstep: Class 10 contains 179793 members 
Mstep: Class 12 contains 30548 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 12925 members 
Mstep: Class 16 contains 4711 members 
Mstep: Class 17 contains 143844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146839520.000000 Penalty: 51604.195312
Iteration 12F: 16 clusters Score -1.468395e+08 nChanged 55662
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 151296 members 
Mstep: Class 3 contains 169745 members 
Mstep: Class 4 contains 128195 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 116874 members 
Mstep: Class 7 contains 79299 members 
Mstep: Class 8 contains 16795 members 
Mstep: Class 10 contains 172224 members 
Mstep: Class 12 contains 27209 members 
Mstep: Class 13 contains 2217 members 
Mstep: Class 14 contains 20762 members 
Mstep: Class 15 contains 13193 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 150606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146855984.000000 Penalty: 51604.195312
Iteration 13F: 16 clusters Score -1.46856e+08 nChanged 50450
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 156954 members 
Mstep: Class 3 contains 172920 members 
Mstep: Class 4 contains 123994 members 
Mstep: Class 5 contains 1598 members 
Mstep: Class 6 contains 111305 members 
Mstep: Class 7 contains 81547 members 
Mstep: Class 8 contains 17262 members 
Mstep: Class 10 contains 164156 members 
Mstep: Class 12 contains 24319 members 
Mstep: Class 13 contains 2115 members 
Mstep: Class 14 contains 22326 members 
Mstep: Class 15 contains 13578 members 
Mstep: Class 16 contains 5080 members 
Mstep: Class 17 contains 157712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146867680.000000 Penalty: 51604.195312
Iteration 14Q: 16 clusters Score -1.468677e+08 nChanged 46393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 161077 members 
Mstep: Class 3 contains 175178 members 
Mstep: Class 4 contains 118966 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 107399 members 
Mstep: Class 7 contains 83533 members 
Mstep: Class 8 contains 17553 members 
Mstep: Class 10 contains 156921 members 
Mstep: Class 12 contains 21996 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 23898 members 
Mstep: Class 15 contains 13960 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 165438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146875712.000000 Penalty: 51604.195312
Iteration 15Q: 16 clusters Score -1.468757e+08 nChanged 42188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 162439 members 
Mstep: Class 3 contains 176769 members 
Mstep: Class 4 contains 113978 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 105017 members 
Mstep: Class 7 contains 85187 members 
Mstep: Class 8 contains 17857 members 
Mstep: Class 10 contains 151199 members 
Mstep: Class 12 contains 20318 members 
Mstep: Class 13 contains 1778 members 
Mstep: Class 14 contains 25484 members 
Mstep: Class 15 contains 14402 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 17 contains 173067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146882352.000000 Penalty: 51604.195312
Iteration 16Q: 16 clusters Score -1.468824e+08 nChanged 38123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 161454 members 
Mstep: Class 3 contains 177759 members 
Mstep: Class 4 contains 109327 members 
Mstep: Class 5 contains 1594 members 
Mstep: Class 6 contains 103866 members 
Mstep: Class 7 contains 86572 members 
Mstep: Class 8 contains 18177 members 
Mstep: Class 10 contains 146659 members 
Mstep: Class 12 contains 19259 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 26976 members 
Mstep: Class 15 contains 14832 members 
Mstep: Class 16 contains 6141 members 
Mstep: Class 17 contains 180630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146885648.000000 Penalty: 51604.195312
Iteration 17Q: 16 clusters Score -1.468856e+08 nChanged 34475
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 159017 members 
Mstep: Class 3 contains 178404 members 
Mstep: Class 4 contains 105081 members 
Mstep: Class 5 contains 1588 members 
Mstep: Class 6 contains 103495 members 
Mstep: Class 7 contains 87642 members 
Mstep: Class 8 contains 18534 members 
Mstep: Class 10 contains 143232 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 28356 members 
Mstep: Class 15 contains 15331 members 
Mstep: Class 16 contains 6479 members 
Mstep: Class 17 contains 187709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146888832.000000 Penalty: 51604.195312
Iteration 18Q: 16 clusters Score -1.468888e+08 nChanged 31012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 155893 members 
Mstep: Class 3 contains 179152 members 
Mstep: Class 4 contains 101308 members 
Mstep: Class 5 contains 1586 members 
Mstep: Class 6 contains 103674 members 
Mstep: Class 7 contains 88531 members 
Mstep: Class 8 contains 18950 members 
Mstep: Class 10 contains 140309 members 
Mstep: Class 12 contains 17959 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 29663 members 
Mstep: Class 15 contains 15803 members 
Mstep: Class 16 contains 6811 members 
Mstep: Class 17 contains 193859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146890960.000000 Penalty: 51604.195312
Iteration 19Q: 16 clusters Score -1.46891e+08 nChanged 28378
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 152597 members 
Mstep: Class 3 contains 179931 members 
Mstep: Class 4 contains 98171 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 104140 members 
Mstep: Class 7 contains 89293 members 
Mstep: Class 8 contains 19482 members 
Mstep: Class 10 contains 137510 members 
Mstep: Class 12 contains 17583 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 30915 members 
Mstep: Class 15 contains 16255 members 
Mstep: Class 16 contains 7103 members 
Mstep: Class 17 contains 199024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146892144.000000 Penalty: 51604.195312
Iteration 20F: 16 clusters Score -1.468921e+08 nChanged 26373
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 149294 members 
Mstep: Class 3 contains 180598 members 
Mstep: Class 4 contains 95942 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 104897 members 
Mstep: Class 7 contains 89882 members 
Mstep: Class 8 contains 20010 members 
Mstep: Class 10 contains 134895 members 
Mstep: Class 12 contains 17431 members 
Mstep: Class 13 contains 1227 members 
Mstep: Class 14 contains 32103 members 
Mstep: Class 15 contains 16745 members 
Mstep: Class 16 contains 7351 members 
Mstep: Class 17 contains 202924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146894048.000000 Penalty: 51604.195312
Iteration 21Q: 16 clusters Score -1.46894e+08 nChanged 24800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 146126 members 
Mstep: Class 3 contains 181363 members 
Mstep: Class 4 contains 94248 members 
Mstep: Class 5 contains 1534 members 
Mstep: Class 6 contains 105880 members 
Mstep: Class 7 contains 90347 members 
Mstep: Class 8 contains 20582 members 
Mstep: Class 10 contains 132664 members 
Mstep: Class 12 contains 17314 members 
Mstep: Class 13 contains 1189 members 
Mstep: Class 14 contains 33238 members 
Mstep: Class 15 contains 17208 members 
Mstep: Class 16 contains 7586 members 
Mstep: Class 17 contains 205587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146895728.000000 Penalty: 51604.195312
Iteration 22Q: 16 clusters Score -1.468957e+08 nChanged 23282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 143330 members 
Mstep: Class 3 contains 182167 members 
Mstep: Class 4 contains 92861 members 
Mstep: Class 5 contains 1432 members 
Mstep: Class 6 contains 107044 members 
Mstep: Class 7 contains 90658 members 
Mstep: Class 8 contains 21222 members 
Mstep: Class 10 contains 130639 members 
Mstep: Class 12 contains 17287 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 14 contains 34240 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 7815 members 
Mstep: Class 17 contains 207302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146897456.000000 Penalty: 51604.195312
Iteration 23Q: 16 clusters Score -1.468975e+08 nChanged 21568
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 140705 members 
Mstep: Class 3 contains 182989 members 
Mstep: Class 4 contains 91860 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 108472 members 
Mstep: Class 7 contains 90871 members 
Mstep: Class 8 contains 21828 members 
Mstep: Class 10 contains 128915 members 
Mstep: Class 12 contains 17263 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 35210 members 
Mstep: Class 15 contains 18011 members 
Mstep: Class 16 contains 7988 members 
Mstep: Class 17 contains 208104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146898496.000000 Penalty: 51604.195312
Iteration 24Q: 16 clusters Score -1.468985e+08 nChanged 20467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 138279 members 
Mstep: Class 3 contains 183790 members 
Mstep: Class 4 contains 91007 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 6 contains 110100 members 
Mstep: Class 7 contains 91035 members 
Mstep: Class 8 contains 22488 members 
Mstep: Class 10 contains 127623 members 
Mstep: Class 12 contains 17317 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 36060 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8071 members 
Mstep: Class 17 contains 208095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146900656.000000 Penalty: 51604.195312
Iteration 25Q: 16 clusters Score -1.469007e+08 nChanged 19597
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 135963 members 
Mstep: Class 3 contains 184636 members 
Mstep: Class 4 contains 90319 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 111834 members 
Mstep: Class 7 contains 91124 members 
Mstep: Class 8 contains 23205 members 
Mstep: Class 10 contains 126514 members 
Mstep: Class 12 contains 17389 members 
Mstep: Class 13 contains 1535 members 
Mstep: Class 14 contains 36827 members 
Mstep: Class 15 contains 18601 members 
Mstep: Class 16 contains 8144 members 
Mstep: Class 17 contains 207502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146902736.000000 Penalty: 51604.195312
Iteration 26Q: 16 clusters Score -1.469027e+08 nChanged 18397
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 133633 members 
Mstep: Class 3 contains 185354 members 
Mstep: Class 4 contains 89526 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 113900 members 
Mstep: Class 7 contains 91270 members 
Mstep: Class 8 contains 23936 members 
Mstep: Class 10 contains 125700 members 
Mstep: Class 12 contains 17472 members 
Mstep: Class 13 contains 1580 members 
Mstep: Class 14 contains 37554 members 
Mstep: Class 15 contains 19048 members 
Mstep: Class 16 contains 8162 members 
Mstep: Class 17 contains 206460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146905120.000000 Penalty: 51604.195312
Iteration 27Q: 16 clusters Score -1.469051e+08 nChanged 17563
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 131184 members 
Mstep: Class 3 contains 186205 members 
Mstep: Class 4 contains 88671 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 116240 members 
Mstep: Class 7 contains 91380 members 
Mstep: Class 8 contains 24655 members 
Mstep: Class 10 contains 124930 members 
Mstep: Class 12 contains 17582 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 38207 members 
Mstep: Class 15 contains 19447 members 
Mstep: Class 16 contains 8120 members 
Mstep: Class 17 contains 205298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146906976.000000 Penalty: 51604.195312
Iteration 28Q: 16 clusters Score -1.46907e+08 nChanged 16719
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 128793 members 
Mstep: Class 3 contains 186854 members 
Mstep: Class 4 contains 87931 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 6 contains 118829 members 
Mstep: Class 7 contains 91461 members 
Mstep: Class 8 contains 25405 members 
Mstep: Class 10 contains 124259 members 
Mstep: Class 12 contains 17707 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 38795 members 
Mstep: Class 15 contains 19940 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 203856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146909712.000000 Penalty: 51604.195312
Iteration 29Q: 16 clusters Score -1.469097e+08 nChanged 16043
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 126477 members 
Mstep: Class 3 contains 187386 members 
Mstep: Class 4 contains 87272 members 
Mstep: Class 5 contains 1286 members 
Mstep: Class 6 contains 121454 members 
Mstep: Class 7 contains 91651 members 
Mstep: Class 8 contains 26143 members 
Mstep: Class 10 contains 123747 members 
Mstep: Class 12 contains 17896 members 
Mstep: Class 13 contains 1825 members 
Mstep: Class 14 contains 39315 members 
Mstep: Class 15 contains 20398 members 
Mstep: Class 16 contains 7893 members 
Mstep: Class 17 contains 202131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146912528.000000 Penalty: 51604.195312
Iteration 30Q: 16 clusters Score -1.469125e+08 nChanged 15457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 124261 members 
Mstep: Class 3 contains 187728 members 
Mstep: Class 4 contains 86635 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 124150 members 
Mstep: Class 7 contains 91829 members 
Mstep: Class 8 contains 26836 members 
Mstep: Class 10 contains 123257 members 
Mstep: Class 12 contains 18124 members 
Mstep: Class 13 contains 1891 members 
Mstep: Class 14 contains 39793 members 
Mstep: Class 15 contains 20949 members 
Mstep: Class 16 contains 7747 members 
Mstep: Class 17 contains 200373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146916672.000000 Penalty: 51604.195312
Iteration 31Q: 16 clusters Score -1.469167e+08 nChanged 15279
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 122014 members 
Mstep: Class 3 contains 187919 members 
Mstep: Class 4 contains 85984 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 127097 members 
Mstep: Class 7 contains 92036 members 
Mstep: Class 8 contains 27593 members 
Mstep: Class 10 contains 122814 members 
Mstep: Class 12 contains 18353 members 
Mstep: Class 13 contains 2041 members 
Mstep: Class 14 contains 40156 members 
Mstep: Class 15 contains 21465 members 
Mstep: Class 16 contains 7575 members 
Mstep: Class 17 contains 198462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146922064.000000 Penalty: 51604.195312
Iteration 32Q: 16 clusters Score -1.469221e+08 nChanged 15154
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 119686 members 
Mstep: Class 3 contains 188053 members 
Mstep: Class 4 contains 85443 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 130018 members 
Mstep: Class 7 contains 92150 members 
Mstep: Class 8 contains 28252 members 
Mstep: Class 10 contains 122509 members 
Mstep: Class 12 contains 18599 members 
Mstep: Class 13 contains 2215 members 
Mstep: Class 14 contains 40555 members 
Mstep: Class 15 contains 22272 members 
Mstep: Class 16 contains 7376 members 
Mstep: Class 17 contains 196356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146928960.000000 Penalty: 51604.195312
Iteration 33Q: 16 clusters Score -1.46929e+08 nChanged 15231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 117479 members 
Mstep: Class 3 contains 188135 members 
Mstep: Class 4 contains 84914 members 
Mstep: Class 5 contains 1300 members 
Mstep: Class 6 contains 132793 members 
Mstep: Class 7 contains 92204 members 
Mstep: Class 8 contains 28871 members 
Mstep: Class 10 contains 122262 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 2398 members 
Mstep: Class 14 contains 40961 members 
Mstep: Class 15 contains 23548 members 
Mstep: Class 16 contains 7181 members 
Mstep: Class 17 contains 193971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146932528.000000 Penalty: 51604.195312
Iteration 34Q: 16 clusters Score -1.469325e+08 nChanged 14798
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 115297 members 
Mstep: Class 3 contains 188108 members 
Mstep: Class 4 contains 84341 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 135421 members 
Mstep: Class 7 contains 92310 members 
Mstep: Class 8 contains 29418 members 
Mstep: Class 10 contains 122212 members 
Mstep: Class 12 contains 19134 members 
Mstep: Class 13 contains 2427 members 
Mstep: Class 14 contains 41349 members 
Mstep: Class 15 contains 24907 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 191646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146933792.000000 Penalty: 51604.195312
Iteration 35Q: 16 clusters Score -1.469338e+08 nChanged 14025
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 113183 members 
Mstep: Class 3 contains 188019 members 
Mstep: Class 4 contains 83789 members 
Mstep: Class 5 contains 1280 members 
Mstep: Class 6 contains 138027 members 
Mstep: Class 7 contains 92401 members 
Mstep: Class 8 contains 29920 members 
Mstep: Class 10 contains 122271 members 
Mstep: Class 12 contains 19418 members 
Mstep: Class 13 contains 2432 members 
Mstep: Class 14 contains 41737 members 
Mstep: Class 15 contains 26141 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 189391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146934288.000000 Penalty: 51604.195312
Iteration 36Q: 16 clusters Score -1.469343e+08 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 111168 members 
Mstep: Class 3 contains 187803 members 
Mstep: Class 4 contains 83229 members 
Mstep: Class 5 contains 1279 members 
Mstep: Class 6 contains 140701 members 
Mstep: Class 7 contains 92490 members 
Mstep: Class 8 contains 30367 members 
Mstep: Class 10 contains 122569 members 
Mstep: Class 12 contains 19664 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 14 contains 42103 members 
Mstep: Class 15 contains 27275 members 
Mstep: Class 16 contains 6727 members 
Mstep: Class 17 contains 187064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146936912.000000 Penalty: 51604.195312
Iteration 37Q: 16 clusters Score -1.469369e+08 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 109186 members 
Mstep: Class 3 contains 187467 members 
Mstep: Class 4 contains 82587 members 
Mstep: Class 5 contains 1278 members 
Mstep: Class 6 contains 143511 members 
Mstep: Class 7 contains 92596 members 
Mstep: Class 8 contains 30735 members 
Mstep: Class 10 contains 123067 members 
Mstep: Class 12 contains 19932 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 14 contains 42405 members 
Mstep: Class 15 contains 28291 members 
Mstep: Class 16 contains 6597 members 
Mstep: Class 17 contains 184787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146937504.000000 Penalty: 51604.195312
Iteration 38Q: 16 clusters Score -1.469375e+08 nChanged 14088
Entering ConstructFrom: 
Score: -146937504.000000 Penalty: 51604.195312
Entering ConstructFrom: 
Trying to split cluster 1 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -169226.921875 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -169226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -167180.312500 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -167180.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -169018.468750 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -169018.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -170464.296875 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -170464.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -171218.250000 Penalty: 3613.951172
	Iteration 3F: 3 clusters Score -171218.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -171642.671875 Penalty: 3613.951172
	Iteration 4F: 3 clusters Score -171642.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -172064.703125 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -172064.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -172558.937500 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -172558.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -172951.687500 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -172951.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -173183.890625 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -173183.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -173417.578125 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -173417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -173749.468750 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -173749.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -174329.859375 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -174329.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -174329.859375 Penalty: 3613.951172
	Iteration 12F: 3 clusters Score -174329.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 107371 members 
Mstep: Class 3 contains 186969 members 
Mstep: Class 4 contains 81762 members 
Mstep: Class 5 contains 1277 members 
Mstep: Class 6 contains 146626 members 
Mstep: Class 7 contains 92706 members 
Mstep: Class 8 contains 31046 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 123516 members 
Mstep: Class 12 contains 20190 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 14 contains 42648 members 
Mstep: Class 15 contains 29249 members 
Mstep: Class 16 contains 6451 members 
Mstep: Class 17 contains 182628 members 
Entering Unmasked Estep 
Score: -146941808.000000 Penalty: 55044.472656
Splitting cluster 1 changes total score from -146937504.000000 to -146941808.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (107371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Entering Unmasked Estep 
Score: -15167277.000000 Penalty: 2872.843262
	Iteration 0F: 2 clusters Score -1.516728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -15095919.000000 Penalty: 5745.686523
	Iteration 0F: 3 clusters Score -1.509592e+07 nChanged 50759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -15124892.000000 Penalty: 5745.686523
	Iteration 1F: 3 clusters Score -1.512489e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -15125547.000000 Penalty: 5745.686523
	Iteration 2Q: 3 clusters Score -1.512555e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -15126361.000000 Penalty: 5745.686523
	Iteration 3Q: 3 clusters Score -1.512636e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -15127552.000000 Penalty: 5745.686523
	Iteration 4Q: 3 clusters Score -1.512755e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -15129183.000000 Penalty: 5745.686523
	Iteration 5Q: 3 clusters Score -1.512918e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -15131570.000000 Penalty: 5745.686523
	Iteration 6Q: 3 clusters Score -1.513157e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -15134838.000000 Penalty: 5745.686523
	Iteration 7F: 3 clusters Score -1.513484e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -15138565.000000 Penalty: 5745.686523
	Iteration 8F: 3 clusters Score -1.513856e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -15142354.000000 Penalty: 5745.686523
	Iteration 9F: 3 clusters Score -1.514235e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -15145731.000000 Penalty: 5745.686523
	Iteration 10F: 3 clusters Score -1.514573e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -15148178.000000 Penalty: 5745.686523
	Iteration 11Q: 3 clusters Score -1.514818e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -15149540.000000 Penalty: 5745.686523
	Iteration 12Q: 3 clusters Score -1.514954e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -15150159.000000 Penalty: 5745.686523
	Iteration 13Q: 3 clusters Score -1.515016e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -15150462.000000 Penalty: 5745.686523
	Iteration 14Q: 3 clusters Score -1.515046e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -15150825.000000 Penalty: 5745.686523
	Iteration 15Q: 3 clusters Score -1.515082e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -15151037.000000 Penalty: 5745.686523
	Iteration 16Q: 3 clusters Score -1.515104e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -15151292.000000 Penalty: 5745.686523
	Iteration 17Q: 3 clusters Score -1.515129e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -15151519.000000 Penalty: 5745.686523
	Iteration 18Q: 3 clusters Score -1.515152e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -15151753.000000 Penalty: 5745.686523
	Iteration 19Q: 3 clusters Score -1.515175e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -15151941.000000 Penalty: 5745.686523
	Iteration 20F: 3 clusters Score -1.515194e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -15152183.000000 Penalty: 5745.686523
	Iteration 21Q: 3 clusters Score -1.515218e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -15152342.000000 Penalty: 5745.686523
	Iteration 22Q: 3 clusters Score -1.515234e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -15152593.000000 Penalty: 5745.686523
	Iteration 23Q: 3 clusters Score -1.515259e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -15152842.000000 Penalty: 5745.686523
	Iteration 24Q: 3 clusters Score -1.515284e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -15153131.000000 Penalty: 5745.686523
	Iteration 25Q: 3 clusters Score -1.515313e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -15153454.000000 Penalty: 5745.686523
	Iteration 26Q: 3 clusters Score -1.515345e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -15153753.000000 Penalty: 5745.686523
	Iteration 27Q: 3 clusters Score -1.515375e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -15153961.000000 Penalty: 5745.686523
	Iteration 28Q: 3 clusters Score -1.515396e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -15154245.000000 Penalty: 5745.686523
	Iteration 29Q: 3 clusters Score -1.515424e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -15154602.000000 Penalty: 5745.686523
	Iteration 30Q: 3 clusters Score -1.51546e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -15154923.000000 Penalty: 5745.686523
	Iteration 31Q: 3 clusters Score -1.515492e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -15155377.000000 Penalty: 5745.686523
	Iteration 32Q: 3 clusters Score -1.515538e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74630 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -15155721.000000 Penalty: 5745.686523
	Iteration 33Q: 3 clusters Score -1.515572e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -15156169.000000 Penalty: 5745.686523
	Iteration 34Q: 3 clusters Score -1.515617e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -15156581.000000 Penalty: 5745.686523
	Iteration 35Q: 3 clusters Score -1.515658e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78729 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -15156876.000000 Penalty: 5745.686523
	Iteration 36Q: 3 clusters Score -1.515688e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -15157295.000000 Penalty: 5745.686523
	Iteration 37Q: 3 clusters Score -1.51573e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -15157689.000000 Penalty: 5745.686523
	Iteration 38Q: 3 clusters Score -1.515769e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -15158042.000000 Penalty: 5745.686523
	Iteration 39Q: 3 clusters Score -1.515804e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -15158462.000000 Penalty: 5745.686523
	Iteration 40F: 3 clusters Score -1.515846e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -15158829.000000 Penalty: 5745.686523
	Iteration 41Q: 3 clusters Score -1.515883e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -15159276.000000 Penalty: 5745.686523
	Iteration 42Q: 3 clusters Score -1.515928e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -15159662.000000 Penalty: 5745.686523
	Iteration 43Q: 3 clusters Score -1.515966e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -15160007.000000 Penalty: 5745.686523
	Iteration 44Q: 3 clusters Score -1.516001e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -15160462.000000 Penalty: 5745.686523
	Iteration 45Q: 3 clusters Score -1.516046e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -15160897.000000 Penalty: 5745.686523
	Iteration 46Q: 3 clusters Score -1.51609e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93548 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -15161349.000000 Penalty: 5745.686523
	Iteration 47Q: 3 clusters Score -1.516135e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -15161846.000000 Penalty: 5745.686523
	Iteration 48Q: 3 clusters Score -1.516185e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -15162221.000000 Penalty: 5745.686523
	Iteration 49Q: 3 clusters Score -1.516222e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -15162543.000000 Penalty: 5745.686523
	Iteration 50Q: 3 clusters Score -1.516254e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98291 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -15162940.000000 Penalty: 5745.686523
	Iteration 51Q: 3 clusters Score -1.516294e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99254 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -15163244.000000 Penalty: 5745.686523
	Iteration 52Q: 3 clusters Score -1.516324e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -15163609.000000 Penalty: 5745.686523
	Iteration 53Q: 3 clusters Score -1.516361e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -15164008.000000 Penalty: 5745.686523
	Iteration 54Q: 3 clusters Score -1.516401e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101708 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -15164290.000000 Penalty: 5745.686523
	Iteration 55Q: 3 clusters Score -1.516429e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -15164475.000000 Penalty: 5745.686523
	Iteration 56Q: 3 clusters Score -1.516448e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102886 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -15164688.000000 Penalty: 5745.686523
	Iteration 57Q: 3 clusters Score -1.516469e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -15164820.000000 Penalty: 5745.686523
	Iteration 58Q: 3 clusters Score -1.516482e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -15164933.000000 Penalty: 5745.686523
	Iteration 59Q: 3 clusters Score -1.516493e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104084 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -15164968.000000 Penalty: 5745.686523
	Iteration 60F: 3 clusters Score -1.516497e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -15165065.000000 Penalty: 5745.686523
	Iteration 61Q: 3 clusters Score -1.516506e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -15165143.000000 Penalty: 5745.686523
	Iteration 62Q: 3 clusters Score -1.516514e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104823 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -15165197.000000 Penalty: 5745.686523
	Iteration 63Q: 3 clusters Score -1.51652e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104949 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -15165186.000000 Penalty: 5745.686523
	Iteration 64Q: 3 clusters Score -1.516519e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -15165221.000000 Penalty: 5745.686523
	Iteration 65Q: 3 clusters Score -1.516522e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105170 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -15165224.000000 Penalty: 5745.686523
	Iteration 66Q: 3 clusters Score -1.516522e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105244 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -15165274.000000 Penalty: 5745.686523
	Iteration 67Q: 3 clusters Score -1.516527e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -15165314.000000 Penalty: 5745.686523
	Iteration 68Q: 3 clusters Score -1.516531e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -15165293.000000 Penalty: 5745.686523
	Iteration 69Q: 3 clusters Score -1.516529e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105404 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -15165311.000000 Penalty: 5745.686523
	Iteration 70Q: 3 clusters Score -1.516531e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105436 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -15165334.000000 Penalty: 5745.686523
	Iteration 71Q: 3 clusters Score -1.516533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105465 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -15165359.000000 Penalty: 5745.686523
	Iteration 72Q: 3 clusters Score -1.516536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -15165354.000000 Penalty: 5745.686523
	Iteration 73Q: 3 clusters Score -1.516535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105517 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -15165369.000000 Penalty: 5745.686523
	Iteration 74Q: 3 clusters Score -1.516537e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105550 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -15165366.000000 Penalty: 5745.686523
	Iteration 75Q: 3 clusters Score -1.516537e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105587 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -15165377.000000 Penalty: 5745.686523
	Iteration 76Q: 3 clusters Score -1.516538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -15165363.000000 Penalty: 5745.686523
	Iteration 77Q: 3 clusters Score -1.516536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105636 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -15165374.000000 Penalty: 5745.686523
	Iteration 78Q: 3 clusters Score -1.516537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -15165373.000000 Penalty: 5745.686523
	Iteration 79Q: 3 clusters Score -1.516537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105681 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -15165374.000000 Penalty: 5745.686523
	Iteration 80F: 3 clusters Score -1.516537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105705 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -15165401.000000 Penalty: 5745.686523
	Iteration 81Q: 3 clusters Score -1.51654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105719 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -15165394.000000 Penalty: 5745.686523
	Iteration 82Q: 3 clusters Score -1.516539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105733 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -15165405.000000 Penalty: 5745.686523
	Iteration 83Q: 3 clusters Score -1.51654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105745 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -15165393.000000 Penalty: 5745.686523
	Iteration 84Q: 3 clusters Score -1.516539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105757 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -15165405.000000 Penalty: 5745.686523
	Iteration 85Q: 3 clusters Score -1.51654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -15165399.000000 Penalty: 5745.686523
	Iteration 86Q: 3 clusters Score -1.51654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105777 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15165407.000000 Penalty: 5745.686523
	Iteration 87Q: 3 clusters Score -1.516541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105782 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -15165401.000000 Penalty: 5745.686523
	Iteration 88Q: 3 clusters Score -1.51654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -15165388.000000 Penalty: 5745.686523
	Iteration 89Q: 3 clusters Score -1.516539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15165399.000000 Penalty: 5745.686523
	Iteration 90Q: 3 clusters Score -1.51654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105794 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15165400.000000 Penalty: 5745.686523
	Iteration 91Q: 3 clusters Score -1.51654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105799 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15165398.000000 Penalty: 5745.686523
	Iteration 92Q: 3 clusters Score -1.51654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105804 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15165410.000000 Penalty: 5745.686523
	Iteration 93Q: 3 clusters Score -1.516541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -15165415.000000 Penalty: 5745.686523
	Iteration 94Q: 3 clusters Score -1.516542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -15165415.000000 Penalty: 5745.686523
	Iteration 95Q: 3 clusters Score -1.516542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15165411.000000 Penalty: 5745.686523
	Iteration 96Q: 3 clusters Score -1.516541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -15165413.000000 Penalty: 5745.686523
	Iteration 97Q: 3 clusters Score -1.516541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -15165413.000000 Penalty: 5745.686523
	Iteration 98F: 3 clusters Score -1.516541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (186969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186969 members 
Entering Unmasked Estep 
Score: -26524956.000000 Penalty: 3010.397217
	Iteration 0F: 2 clusters Score -2.652496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93573 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -26428150.000000 Penalty: 6020.794434
	Iteration 0F: 3 clusters Score -2.642815e+07 nChanged 89653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94372 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -26480010.000000 Penalty: 6020.794434
	Iteration 1F: 3 clusters Score -2.648001e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94886 members 
Mstep: Class 2 contains 92083 members 
Entering Unmasked Estep 
Score: -26481156.000000 Penalty: 6020.794434
	Iteration 2Q: 3 clusters Score -2.648116e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95777 members 
Mstep: Class 2 contains 91192 members 
Entering Unmasked Estep 
Score: -26482092.000000 Penalty: 6020.794434
	Iteration 3Q: 3 clusters Score -2.648209e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 89833 members 
Entering Unmasked Estep 
Score: -26483386.000000 Penalty: 6020.794434
	Iteration 4Q: 3 clusters Score -2.648339e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -26484940.000000 Penalty: 6020.794434
	Iteration 5Q: 3 clusters Score -2.648494e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 84389 members 
Entering Unmasked Estep 
Score: -26487306.000000 Penalty: 6020.794434
	Iteration 6Q: 3 clusters Score -2.648731e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107276 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -26490656.000000 Penalty: 6020.794434
	Iteration 7Q: 3 clusters Score -2.649066e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113859 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -26496126.000000 Penalty: 6020.794434
	Iteration 8F: 3 clusters Score -2.649613e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121642 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -26503932.000000 Penalty: 6020.794434
	Iteration 9F: 3 clusters Score -2.650393e+07 nChanged 12305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129173 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -26512452.000000 Penalty: 6020.794434
	Iteration 10F: 3 clusters Score -2.651245e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -26519266.000000 Penalty: 6020.794434
	Iteration 11F: 3 clusters Score -2.651927e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137560 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -26523010.000000 Penalty: 6020.794434
	Iteration 12Q: 3 clusters Score -2.652301e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139383 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -26524616.000000 Penalty: 6020.794434
	Iteration 13Q: 3 clusters Score -2.652462e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140840 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -26525408.000000 Penalty: 6020.794434
	Iteration 14Q: 3 clusters Score -2.652541e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142284 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -26526080.000000 Penalty: 6020.794434
	Iteration 15Q: 3 clusters Score -2.652608e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143744 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -26526560.000000 Penalty: 6020.794434
	Iteration 16Q: 3 clusters Score -2.652656e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145112 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -26527012.000000 Penalty: 6020.794434
	Iteration 17Q: 3 clusters Score -2.652701e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146541 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -26527610.000000 Penalty: 6020.794434
	Iteration 18Q: 3 clusters Score -2.652761e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147935 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -26528220.000000 Penalty: 6020.794434
	Iteration 19Q: 3 clusters Score -2.652822e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149343 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -26528932.000000 Penalty: 6020.794434
	Iteration 20F: 3 clusters Score -2.652893e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150864 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -26529558.000000 Penalty: 6020.794434
	Iteration 21Q: 3 clusters Score -2.652956e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -26530182.000000 Penalty: 6020.794434
	Iteration 22Q: 3 clusters Score -2.653018e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154340 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -26530752.000000 Penalty: 6020.794434
	Iteration 23Q: 3 clusters Score -2.653075e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156257 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -26531460.000000 Penalty: 6020.794434
	Iteration 24Q: 3 clusters Score -2.653146e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158244 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -26531986.000000 Penalty: 6020.794434
	Iteration 25Q: 3 clusters Score -2.653199e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160297 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -26532120.000000 Penalty: 6020.794434
	Iteration 26Q: 3 clusters Score -2.653212e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162408 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -26532200.000000 Penalty: 6020.794434
	Iteration 27Q: 3 clusters Score -2.65322e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -26532326.000000 Penalty: 6020.794434
	Iteration 28Q: 3 clusters Score -2.653233e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166323 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -26532212.000000 Penalty: 6020.794434
	Iteration 29Q: 3 clusters Score -2.653221e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168075 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -26532126.000000 Penalty: 6020.794434
	Iteration 30Q: 3 clusters Score -2.653213e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169574 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -26532136.000000 Penalty: 6020.794434
	Iteration 31Q: 3 clusters Score -2.653214e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170865 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -26532056.000000 Penalty: 6020.794434
	Iteration 32Q: 3 clusters Score -2.653206e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172016 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -26531882.000000 Penalty: 6020.794434
	Iteration 33Q: 3 clusters Score -2.653188e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172984 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -26531598.000000 Penalty: 6020.794434
	Iteration 34Q: 3 clusters Score -2.65316e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173797 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -26531274.000000 Penalty: 6020.794434
	Iteration 35Q: 3 clusters Score -2.653127e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174469 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -26530924.000000 Penalty: 6020.794434
	Iteration 36Q: 3 clusters Score -2.653092e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175052 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -26530776.000000 Penalty: 6020.794434
	Iteration 37Q: 3 clusters Score -2.653078e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175548 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -26530696.000000 Penalty: 6020.794434
	Iteration 38Q: 3 clusters Score -2.65307e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175976 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -26530624.000000 Penalty: 6020.794434
	Iteration 39Q: 3 clusters Score -2.653062e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176341 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -26530528.000000 Penalty: 6020.794434
	Iteration 40F: 3 clusters Score -2.653053e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176645 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -26530358.000000 Penalty: 6020.794434
	Iteration 41Q: 3 clusters Score -2.653036e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176950 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -26530292.000000 Penalty: 6020.794434
	Iteration 42Q: 3 clusters Score -2.653029e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177206 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -26530184.000000 Penalty: 6020.794434
	Iteration 43Q: 3 clusters Score -2.653018e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177459 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -26530058.000000 Penalty: 6020.794434
	Iteration 44Q: 3 clusters Score -2.653006e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177673 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -26529918.000000 Penalty: 6020.794434
	Iteration 45Q: 3 clusters Score -2.652992e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177887 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -26529822.000000 Penalty: 6020.794434
	Iteration 46Q: 3 clusters Score -2.652982e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178082 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -26529674.000000 Penalty: 6020.794434
	Iteration 47Q: 3 clusters Score -2.652967e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178249 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -26529550.000000 Penalty: 6020.794434
	Iteration 48Q: 3 clusters Score -2.652955e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178376 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -26529472.000000 Penalty: 6020.794434
	Iteration 49Q: 3 clusters Score -2.652947e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178496 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -26529412.000000 Penalty: 6020.794434
	Iteration 50Q: 3 clusters Score -2.652941e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178610 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -26529280.000000 Penalty: 6020.794434
	Iteration 51Q: 3 clusters Score -2.652928e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178712 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -26529164.000000 Penalty: 6020.794434
	Iteration 52Q: 3 clusters Score -2.652916e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178812 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -26529136.000000 Penalty: 6020.794434
	Iteration 53Q: 3 clusters Score -2.652914e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178888 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -26529084.000000 Penalty: 6020.794434
	Iteration 54Q: 3 clusters Score -2.652908e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178962 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -26529052.000000 Penalty: 6020.794434
	Iteration 55Q: 3 clusters Score -2.652905e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179036 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -26528950.000000 Penalty: 6020.794434
	Iteration 56Q: 3 clusters Score -2.652895e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179109 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -26528942.000000 Penalty: 6020.794434
	Iteration 57Q: 3 clusters Score -2.652894e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179178 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -26528922.000000 Penalty: 6020.794434
	Iteration 58Q: 3 clusters Score -2.652892e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179239 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -26528866.000000 Penalty: 6020.794434
	Iteration 59Q: 3 clusters Score -2.652887e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179285 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -26528814.000000 Penalty: 6020.794434
	Iteration 60F: 3 clusters Score -2.652881e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179318 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -26528768.000000 Penalty: 6020.794434
	Iteration 61Q: 3 clusters Score -2.652877e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179354 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -26528728.000000 Penalty: 6020.794434
	Iteration 62Q: 3 clusters Score -2.652873e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179382 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -26528706.000000 Penalty: 6020.794434
	Iteration 63Q: 3 clusters Score -2.652871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179404 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -26528704.000000 Penalty: 6020.794434
	Iteration 64Q: 3 clusters Score -2.65287e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179421 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -26528678.000000 Penalty: 6020.794434
	Iteration 65Q: 3 clusters Score -2.652868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179436 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -26528654.000000 Penalty: 6020.794434
	Iteration 66Q: 3 clusters Score -2.652865e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179456 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -26528636.000000 Penalty: 6020.794434
	Iteration 67Q: 3 clusters Score -2.652864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179470 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -26528662.000000 Penalty: 6020.794434
	Iteration 68Q: 3 clusters Score -2.652866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179487 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -26528612.000000 Penalty: 6020.794434
	Iteration 69Q: 3 clusters Score -2.652861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179504 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -26528588.000000 Penalty: 6020.794434
	Iteration 70Q: 3 clusters Score -2.652859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179516 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -26528558.000000 Penalty: 6020.794434
	Iteration 71Q: 3 clusters Score -2.652856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179533 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -26528566.000000 Penalty: 6020.794434
	Iteration 72Q: 3 clusters Score -2.652857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179546 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -26528576.000000 Penalty: 6020.794434
	Iteration 73Q: 3 clusters Score -2.652858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179565 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -26528570.000000 Penalty: 6020.794434
	Iteration 74Q: 3 clusters Score -2.652857e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179587 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -26528572.000000 Penalty: 6020.794434
	Iteration 75Q: 3 clusters Score -2.652857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179602 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -26528540.000000 Penalty: 6020.794434
	Iteration 76Q: 3 clusters Score -2.652854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179615 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -26528506.000000 Penalty: 6020.794434
	Iteration 77Q: 3 clusters Score -2.652851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179637 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -26528504.000000 Penalty: 6020.794434
	Iteration 78Q: 3 clusters Score -2.65285e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179657 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -26528496.000000 Penalty: 6020.794434
	Iteration 79Q: 3 clusters Score -2.65285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179676 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -26528488.000000 Penalty: 6020.794434
	Iteration 80F: 3 clusters Score -2.652849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179683 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -26528484.000000 Penalty: 6020.794434
	Iteration 81Q: 3 clusters Score -2.652848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179695 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -26528480.000000 Penalty: 6020.794434
	Iteration 82Q: 3 clusters Score -2.652848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179707 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -26528480.000000 Penalty: 6020.794434
	Iteration 83Q: 3 clusters Score -2.652848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -26528472.000000 Penalty: 6020.794434
	Iteration 84Q: 3 clusters Score -2.652847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179722 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -26528480.000000 Penalty: 6020.794434
	Iteration 85Q: 3 clusters Score -2.652848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179724 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -26528466.000000 Penalty: 6020.794434
	Iteration 86Q: 3 clusters Score -2.652847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179729 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -26528468.000000 Penalty: 6020.794434
	Iteration 87Q: 3 clusters Score -2.652847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179734 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -26528460.000000 Penalty: 6020.794434
	Iteration 88Q: 3 clusters Score -2.652846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179742 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -26528460.000000 Penalty: 6020.794434
	Iteration 89Q: 3 clusters Score -2.652846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179751 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -26528426.000000 Penalty: 6020.794434
	Iteration 90Q: 3 clusters Score -2.652843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179765 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -26528438.000000 Penalty: 6020.794434
	Iteration 91Q: 3 clusters Score -2.652844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179777 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -26528432.000000 Penalty: 6020.794434
	Iteration 92Q: 3 clusters Score -2.652843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179790 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -26528416.000000 Penalty: 6020.794434
	Iteration 93Q: 3 clusters Score -2.652842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179806 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -26528408.000000 Penalty: 6020.794434
	Iteration 94Q: 3 clusters Score -2.652841e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179831 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -26528386.000000 Penalty: 6020.794434
	Iteration 95Q: 3 clusters Score -2.652839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179848 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -26528360.000000 Penalty: 6020.794434
	Iteration 96Q: 3 clusters Score -2.652836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179862 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -26528354.000000 Penalty: 6020.794434
	Iteration 97Q: 3 clusters Score -2.652835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179874 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -26528342.000000 Penalty: 6020.794434
	Iteration 98Q: 3 clusters Score -2.652834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179882 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -26528364.000000 Penalty: 6020.794434
	Iteration 99Q: 3 clusters Score -2.652836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179889 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -26528362.000000 Penalty: 6020.794434
	Iteration 100F: 3 clusters Score -2.652836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179895 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -26528356.000000 Penalty: 6020.794434
	Iteration 101Q: 3 clusters Score -2.652836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179897 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -26528350.000000 Penalty: 6020.794434
	Iteration 102Q: 3 clusters Score -2.652835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179899 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -26528344.000000 Penalty: 6020.794434
	Iteration 103Q: 3 clusters Score -2.652834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179901 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -26528344.000000 Penalty: 6020.794434
	Iteration 104Q: 3 clusters Score -2.652834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179906 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -26528326.000000 Penalty: 6020.794434
	Iteration 105Q: 3 clusters Score -2.652833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179915 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -26528320.000000 Penalty: 6020.794434
	Iteration 106Q: 3 clusters Score -2.652832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179923 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -26528306.000000 Penalty: 6020.794434
	Iteration 107Q: 3 clusters Score -2.652831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179927 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -26528276.000000 Penalty: 6020.794434
	Iteration 108Q: 3 clusters Score -2.652828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179931 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -26528260.000000 Penalty: 6020.794434
	Iteration 109Q: 3 clusters Score -2.652826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179935 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -26528266.000000 Penalty: 6020.794434
	Iteration 110Q: 3 clusters Score -2.652827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179937 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -26528282.000000 Penalty: 6020.794434
	Iteration 111Q: 3 clusters Score -2.652828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179941 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -26528262.000000 Penalty: 6020.794434
	Iteration 112Q: 3 clusters Score -2.652826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179944 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -26528256.000000 Penalty: 6020.794434
	Iteration 113Q: 3 clusters Score -2.652826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179944 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -26528256.000000 Penalty: 6020.794434
	Iteration 114F: 3 clusters Score -2.652826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 107371 members 
Mstep: Class 3 contains 179944 members 
Mstep: Class 4 contains 81762 members 
Mstep: Class 5 contains 1277 members 
Mstep: Class 6 contains 146626 members 
Mstep: Class 7 contains 92706 members 
Mstep: Class 8 contains 31046 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 123516 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 20190 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 14 contains 42648 members 
Mstep: Class 15 contains 29249 members 
Mstep: Class 16 contains 6451 members 
Mstep: Class 17 contains 182628 members 
Entering Unmasked Estep 
Score: -146944304.000000 Penalty: 58484.753906
Splitting cluster 3 changes total score from -146937504.000000 to -146944304.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (81762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Entering Unmasked Estep 
Score: -11611506.000000 Penalty: 2805.269043
	Iteration 0F: 2 clusters Score -1.161151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -11556903.000000 Penalty: 5610.538086
	Iteration 0F: 3 clusters Score -1.15569e+07 nChanged 38411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -11578572.000000 Penalty: 5610.538086
	Iteration 1F: 3 clusters Score -1.157857e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -11579330.000000 Penalty: 5610.538086
	Iteration 2Q: 3 clusters Score -1.157933e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -11580129.000000 Penalty: 5610.538086
	Iteration 3Q: 3 clusters Score -1.158013e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -11581124.000000 Penalty: 5610.538086
	Iteration 4Q: 3 clusters Score -1.158112e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -11582481.000000 Penalty: 5610.538086
	Iteration 5Q: 3 clusters Score -1.158248e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -11584417.000000 Penalty: 5610.538086
	Iteration 6Q: 3 clusters Score -1.158442e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -11587248.000000 Penalty: 5610.538086
	Iteration 7F: 3 clusters Score -1.158725e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -11590903.000000 Penalty: 5610.538086
	Iteration 8F: 3 clusters Score -1.15909e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -11595166.000000 Penalty: 5610.538086
	Iteration 9F: 3 clusters Score -1.159517e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -11598172.000000 Penalty: 5610.538086
	Iteration 10F: 3 clusters Score -1.159817e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -11599663.000000 Penalty: 5610.538086
	Iteration 11Q: 3 clusters Score -1.159966e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -11600212.000000 Penalty: 5610.538086
	Iteration 12Q: 3 clusters Score -1.160021e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -11600579.000000 Penalty: 5610.538086
	Iteration 13Q: 3 clusters Score -1.160058e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -11600875.000000 Penalty: 5610.538086
	Iteration 14Q: 3 clusters Score -1.160088e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -11600980.000000 Penalty: 5610.538086
	Iteration 15Q: 3 clusters Score -1.160098e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -11601190.000000 Penalty: 5610.538086
	Iteration 16Q: 3 clusters Score -1.160119e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -11601345.000000 Penalty: 5610.538086
	Iteration 17Q: 3 clusters Score -1.160134e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -11601496.000000 Penalty: 5610.538086
	Iteration 18Q: 3 clusters Score -1.16015e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -11601596.000000 Penalty: 5610.538086
	Iteration 19Q: 3 clusters Score -1.16016e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -11601707.000000 Penalty: 5610.538086
	Iteration 20F: 3 clusters Score -1.160171e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -11601790.000000 Penalty: 5610.538086
	Iteration 21Q: 3 clusters Score -1.160179e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -11601904.000000 Penalty: 5610.538086
	Iteration 22Q: 3 clusters Score -1.16019e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -11602028.000000 Penalty: 5610.538086
	Iteration 23Q: 3 clusters Score -1.160203e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -11602132.000000 Penalty: 5610.538086
	Iteration 24Q: 3 clusters Score -1.160213e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -11602191.000000 Penalty: 5610.538086
	Iteration 25Q: 3 clusters Score -1.160219e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -11602266.000000 Penalty: 5610.538086
	Iteration 26Q: 3 clusters Score -1.160227e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -11602325.000000 Penalty: 5610.538086
	Iteration 27Q: 3 clusters Score -1.160232e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -11602442.000000 Penalty: 5610.538086
	Iteration 28Q: 3 clusters Score -1.160244e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -11602570.000000 Penalty: 5610.538086
	Iteration 29Q: 3 clusters Score -1.160257e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -11602665.000000 Penalty: 5610.538086
	Iteration 30Q: 3 clusters Score -1.160266e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -11602783.000000 Penalty: 5610.538086
	Iteration 31Q: 3 clusters Score -1.160278e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -11602845.000000 Penalty: 5610.538086
	Iteration 32Q: 3 clusters Score -1.160284e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -11602944.000000 Penalty: 5610.538086
	Iteration 33Q: 3 clusters Score -1.160294e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -11603089.000000 Penalty: 5610.538086
	Iteration 34Q: 3 clusters Score -1.160309e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -11603201.000000 Penalty: 5610.538086
	Iteration 35Q: 3 clusters Score -1.16032e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -11603395.000000 Penalty: 5610.538086
	Iteration 36Q: 3 clusters Score -1.16034e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -11603571.000000 Penalty: 5610.538086
	Iteration 37Q: 3 clusters Score -1.160357e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -11603768.000000 Penalty: 5610.538086
	Iteration 38Q: 3 clusters Score -1.160377e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -11603910.000000 Penalty: 5610.538086
	Iteration 39Q: 3 clusters Score -1.160391e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -11604047.000000 Penalty: 5610.538086
	Iteration 40F: 3 clusters Score -1.160405e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -11604224.000000 Penalty: 5610.538086
	Iteration 41Q: 3 clusters Score -1.160422e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -11604445.000000 Penalty: 5610.538086
	Iteration 42Q: 3 clusters Score -1.160444e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -11604607.000000 Penalty: 5610.538086
	Iteration 43Q: 3 clusters Score -1.160461e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -11604763.000000 Penalty: 5610.538086
	Iteration 44Q: 3 clusters Score -1.160476e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -11604936.000000 Penalty: 5610.538086
	Iteration 45Q: 3 clusters Score -1.160494e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -11605173.000000 Penalty: 5610.538086
	Iteration 46Q: 3 clusters Score -1.160517e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67443 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -11605447.000000 Penalty: 5610.538086
	Iteration 47Q: 3 clusters Score -1.160545e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -11605679.000000 Penalty: 5610.538086
	Iteration 48Q: 3 clusters Score -1.160568e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -11605905.000000 Penalty: 5610.538086
	Iteration 49Q: 3 clusters Score -1.16059e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -11606193.000000 Penalty: 5610.538086
	Iteration 50Q: 3 clusters Score -1.160619e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -11606493.000000 Penalty: 5610.538086
	Iteration 51Q: 3 clusters Score -1.160649e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -11606740.000000 Penalty: 5610.538086
	Iteration 52Q: 3 clusters Score -1.160674e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -11607002.000000 Penalty: 5610.538086
	Iteration 53Q: 3 clusters Score -1.1607e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -11607227.000000 Penalty: 5610.538086
	Iteration 54Q: 3 clusters Score -1.160723e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -11607446.000000 Penalty: 5610.538086
	Iteration 55Q: 3 clusters Score -1.160745e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -11607739.000000 Penalty: 5610.538086
	Iteration 56Q: 3 clusters Score -1.160774e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -11607917.000000 Penalty: 5610.538086
	Iteration 57Q: 3 clusters Score -1.160792e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -11608148.000000 Penalty: 5610.538086
	Iteration 58Q: 3 clusters Score -1.160815e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -11608283.000000 Penalty: 5610.538086
	Iteration 59Q: 3 clusters Score -1.160828e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -11608456.000000 Penalty: 5610.538086
	Iteration 60F: 3 clusters Score -1.160846e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -11608574.000000 Penalty: 5610.538086
	Iteration 61Q: 3 clusters Score -1.160857e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -11608731.000000 Penalty: 5610.538086
	Iteration 62Q: 3 clusters Score -1.160873e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -11608873.000000 Penalty: 5610.538086
	Iteration 63Q: 3 clusters Score -1.160887e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -11608949.000000 Penalty: 5610.538086
	Iteration 64Q: 3 clusters Score -1.160895e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -11609063.000000 Penalty: 5610.538086
	Iteration 65Q: 3 clusters Score -1.160906e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78845 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -11609164.000000 Penalty: 5610.538086
	Iteration 66Q: 3 clusters Score -1.160916e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -11609223.000000 Penalty: 5610.538086
	Iteration 67Q: 3 clusters Score -1.160922e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -11609277.000000 Penalty: 5610.538086
	Iteration 68Q: 3 clusters Score -1.160928e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79408 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -11609293.000000 Penalty: 5610.538086
	Iteration 69Q: 3 clusters Score -1.160929e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -11609329.000000 Penalty: 5610.538086
	Iteration 70Q: 3 clusters Score -1.160933e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -11609368.000000 Penalty: 5610.538086
	Iteration 71Q: 3 clusters Score -1.160937e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79755 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -11609397.000000 Penalty: 5610.538086
	Iteration 72Q: 3 clusters Score -1.16094e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -11609455.000000 Penalty: 5610.538086
	Iteration 73Q: 3 clusters Score -1.160946e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -11609481.000000 Penalty: 5610.538086
	Iteration 74Q: 3 clusters Score -1.160948e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -11609503.000000 Penalty: 5610.538086
	Iteration 75Q: 3 clusters Score -1.16095e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -11609504.000000 Penalty: 5610.538086
	Iteration 76Q: 3 clusters Score -1.16095e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -11609525.000000 Penalty: 5610.538086
	Iteration 77Q: 3 clusters Score -1.160952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -11609523.000000 Penalty: 5610.538086
	Iteration 78Q: 3 clusters Score -1.160952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11609531.000000 Penalty: 5610.538086
	Iteration 79Q: 3 clusters Score -1.160953e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11609526.000000 Penalty: 5610.538086
	Iteration 80F: 3 clusters Score -1.160953e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -11609503.000000 Penalty: 5610.538086
	Iteration 81Q: 3 clusters Score -1.16095e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -11609538.000000 Penalty: 5610.538086
	Iteration 82Q: 3 clusters Score -1.160954e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11609548.000000 Penalty: 5610.538086
	Iteration 83Q: 3 clusters Score -1.160955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11609560.000000 Penalty: 5610.538086
	Iteration 84Q: 3 clusters Score -1.160956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80297 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -11609562.000000 Penalty: 5610.538086
	Iteration 85Q: 3 clusters Score -1.160956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11609556.000000 Penalty: 5610.538086
	Iteration 86Q: 3 clusters Score -1.160956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11609557.000000 Penalty: 5610.538086
	Iteration 87Q: 3 clusters Score -1.160956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11609557.000000 Penalty: 5610.538086
	Iteration 88Q: 3 clusters Score -1.160956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -11609558.000000 Penalty: 5610.538086
	Iteration 89Q: 3 clusters Score -1.160956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11609559.000000 Penalty: 5610.538086
	Iteration 90Q: 3 clusters Score -1.160956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11609559.000000 Penalty: 5610.538086
	Iteration 91F: 3 clusters Score -1.160956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -163175.703125 Penalty: 1773.762695
	Iteration 0F: 2 clusters Score -163175.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -161181.718750 Penalty: 3547.525391
	Iteration 0F: 3 clusters Score -161181.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -161839.875000 Penalty: 3547.525391
	Iteration 1F: 3 clusters Score -161839.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -162256.578125 Penalty: 3547.525391
	Iteration 2F: 3 clusters Score -162256.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -162809.468750 Penalty: 3547.525391
	Iteration 3F: 3 clusters Score -162809.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -163622.609375 Penalty: 3547.525391
	Iteration 4F: 3 clusters Score -163622.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -164829.796875 Penalty: 3547.525391
	Iteration 5F: 3 clusters Score -164829.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -165905.265625 Penalty: 3547.525391
	Iteration 6Q: 3 clusters Score -165905.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -166092.234375 Penalty: 3547.525391
	Iteration 7Q: 3 clusters Score -166092.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -166111.015625 Penalty: 3547.525391
	Iteration 8Q: 3 clusters Score -166111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -166116.171875 Penalty: 3547.525391
	Iteration 9Q: 3 clusters Score -166116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -166116.171875 Penalty: 3547.525391
	Iteration 10F: 3 clusters Score -166116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 107371 members 
Mstep: Class 3 contains 179944 members 
Mstep: Class 4 contains 81762 members 
Mstep: Class 5 contains 950 members 
Mstep: Class 6 contains 146626 members 
Mstep: Class 7 contains 92706 members 
Mstep: Class 8 contains 31046 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 123516 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 20190 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 14 contains 42648 members 
Mstep: Class 15 contains 29249 members 
Mstep: Class 16 contains 6451 members 
Mstep: Class 17 contains 182628 members 
Mstep: Class 18 contains 327 members 
Entering Unmasked Estep 
Score: -146945712.000000 Penalty: 61925.031250
Splitting cluster 5 changes total score from -146937504.000000 to -146945712.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (146626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146626 members 
Entering Unmasked Estep 
Score: -20756262.000000 Penalty: 2950.118896
	Iteration 0F: 2 clusters Score -2.075626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -20660884.000000 Penalty: 5900.237793
	Iteration 0F: 3 clusters Score -2.066088e+07 nChanged 69947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 71118 members 
Entering Unmasked Estep 
Score: -20702364.000000 Penalty: 5900.237793
	Iteration 1F: 3 clusters Score -2.070236e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -20704336.000000 Penalty: 5900.237793
	Iteration 2Q: 3 clusters Score -2.070434e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80511 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -20707676.000000 Penalty: 5900.237793
	Iteration 3Q: 3 clusters Score -2.070768e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -20712736.000000 Penalty: 5900.237793
	Iteration 4F: 3 clusters Score -2.071274e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91005 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -20720054.000000 Penalty: 5900.237793
	Iteration 5F: 3 clusters Score -2.072005e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98024 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -20729190.000000 Penalty: 5900.237793
	Iteration 6F: 3 clusters Score -2.072919e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -20737542.000000 Penalty: 5900.237793
	Iteration 7F: 3 clusters Score -2.073754e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -20742382.000000 Penalty: 5900.237793
	Iteration 8F: 3 clusters Score -2.074238e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -20744856.000000 Penalty: 5900.237793
	Iteration 9Q: 3 clusters Score -2.074486e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115289 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -20746066.000000 Penalty: 5900.237793
	Iteration 10Q: 3 clusters Score -2.074607e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -20747010.000000 Penalty: 5900.237793
	Iteration 11Q: 3 clusters Score -2.074701e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120728 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -20747874.000000 Penalty: 5900.237793
	Iteration 12Q: 3 clusters Score -2.074787e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123300 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -20748894.000000 Penalty: 5900.237793
	Iteration 13Q: 3 clusters Score -2.074889e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -20749886.000000 Penalty: 5900.237793
	Iteration 14Q: 3 clusters Score -2.074989e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127956 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -20750750.000000 Penalty: 5900.237793
	Iteration 15Q: 3 clusters Score -2.075075e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130024 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -20751552.000000 Penalty: 5900.237793
	Iteration 16Q: 3 clusters Score -2.075155e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131917 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -20752136.000000 Penalty: 5900.237793
	Iteration 17Q: 3 clusters Score -2.075214e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133640 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -20752636.000000 Penalty: 5900.237793
	Iteration 18Q: 3 clusters Score -2.075264e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135194 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -20753132.000000 Penalty: 5900.237793
	Iteration 19Q: 3 clusters Score -2.075313e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136536 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -20753574.000000 Penalty: 5900.237793
	Iteration 20F: 3 clusters Score -2.075357e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137757 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -20754090.000000 Penalty: 5900.237793
	Iteration 21Q: 3 clusters Score -2.075409e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138738 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -20754282.000000 Penalty: 5900.237793
	Iteration 22Q: 3 clusters Score -2.075428e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -20754472.000000 Penalty: 5900.237793
	Iteration 23Q: 3 clusters Score -2.075447e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140297 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -20754754.000000 Penalty: 5900.237793
	Iteration 24Q: 3 clusters Score -2.075475e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140950 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -20754870.000000 Penalty: 5900.237793
	Iteration 25Q: 3 clusters Score -2.075487e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141468 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -20755010.000000 Penalty: 5900.237793
	Iteration 26Q: 3 clusters Score -2.075501e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141898 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -20755172.000000 Penalty: 5900.237793
	Iteration 27Q: 3 clusters Score -2.075517e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142263 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -20755192.000000 Penalty: 5900.237793
	Iteration 28Q: 3 clusters Score -2.075519e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142569 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -20755194.000000 Penalty: 5900.237793
	Iteration 29Q: 3 clusters Score -2.075519e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142822 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -20755262.000000 Penalty: 5900.237793
	Iteration 30Q: 3 clusters Score -2.075526e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143049 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -20755268.000000 Penalty: 5900.237793
	Iteration 31Q: 3 clusters Score -2.075527e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143225 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -20755312.000000 Penalty: 5900.237793
	Iteration 32Q: 3 clusters Score -2.075531e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143374 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -20755326.000000 Penalty: 5900.237793
	Iteration 33Q: 3 clusters Score -2.075533e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143505 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -20755292.000000 Penalty: 5900.237793
	Iteration 34Q: 3 clusters Score -2.075529e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143634 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -20755292.000000 Penalty: 5900.237793
	Iteration 35Q: 3 clusters Score -2.075529e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143751 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -20755304.000000 Penalty: 5900.237793
	Iteration 36Q: 3 clusters Score -2.07553e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143859 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -20755316.000000 Penalty: 5900.237793
	Iteration 37Q: 3 clusters Score -2.075532e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143945 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -20755356.000000 Penalty: 5900.237793
	Iteration 38Q: 3 clusters Score -2.075536e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144011 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -20755346.000000 Penalty: 5900.237793
	Iteration 39Q: 3 clusters Score -2.075535e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144073 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -20755366.000000 Penalty: 5900.237793
	Iteration 40F: 3 clusters Score -2.075537e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144123 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -20755368.000000 Penalty: 5900.237793
	Iteration 41Q: 3 clusters Score -2.075537e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144161 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -20755364.000000 Penalty: 5900.237793
	Iteration 42Q: 3 clusters Score -2.075536e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144201 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -20755376.000000 Penalty: 5900.237793
	Iteration 43Q: 3 clusters Score -2.075538e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144238 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -20755382.000000 Penalty: 5900.237793
	Iteration 44Q: 3 clusters Score -2.075538e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144267 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -20755382.000000 Penalty: 5900.237793
	Iteration 45Q: 3 clusters Score -2.075538e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144297 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -20755368.000000 Penalty: 5900.237793
	Iteration 46Q: 3 clusters Score -2.075537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144320 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -20755360.000000 Penalty: 5900.237793
	Iteration 47Q: 3 clusters Score -2.075536e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144340 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -20755346.000000 Penalty: 5900.237793
	Iteration 48Q: 3 clusters Score -2.075535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144352 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -20755340.000000 Penalty: 5900.237793
	Iteration 49Q: 3 clusters Score -2.075534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144365 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -20755338.000000 Penalty: 5900.237793
	Iteration 50Q: 3 clusters Score -2.075534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144375 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -20755310.000000 Penalty: 5900.237793
	Iteration 51Q: 3 clusters Score -2.075531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144390 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -20755308.000000 Penalty: 5900.237793
	Iteration 52Q: 3 clusters Score -2.075531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144401 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -20755304.000000 Penalty: 5900.237793
	Iteration 53Q: 3 clusters Score -2.07553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144409 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -20755292.000000 Penalty: 5900.237793
	Iteration 54Q: 3 clusters Score -2.075529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144417 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -20755298.000000 Penalty: 5900.237793
	Iteration 55Q: 3 clusters Score -2.07553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144426 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -20755304.000000 Penalty: 5900.237793
	Iteration 56Q: 3 clusters Score -2.07553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144435 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -20755292.000000 Penalty: 5900.237793
	Iteration 57Q: 3 clusters Score -2.075529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144436 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -20755296.000000 Penalty: 5900.237793
	Iteration 58Q: 3 clusters Score -2.07553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144436 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -20755296.000000 Penalty: 5900.237793
	Iteration 59F: 3 clusters Score -2.07553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92706 members 
Entering Unmasked Estep 
Score: -13171076.000000 Penalty: 2836.422607
	Iteration 0F: 2 clusters Score -1.317108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -13109458.000000 Penalty: 5672.845215
	Iteration 0F: 3 clusters Score -1.310946e+07 nChanged 43720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -13134480.000000 Penalty: 5672.845215
	Iteration 1F: 3 clusters Score -1.313448e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -13135262.000000 Penalty: 5672.845215
	Iteration 2Q: 3 clusters Score -1.313526e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -13136251.000000 Penalty: 5672.845215
	Iteration 3Q: 3 clusters Score -1.313625e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -13137417.000000 Penalty: 5672.845215
	Iteration 4Q: 3 clusters Score -1.313742e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -13138975.000000 Penalty: 5672.845215
	Iteration 5Q: 3 clusters Score -1.313898e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -13141333.000000 Penalty: 5672.845215
	Iteration 6Q: 3 clusters Score -1.314133e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -13144568.000000 Penalty: 5672.845215
	Iteration 7F: 3 clusters Score -1.314457e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -13148748.000000 Penalty: 5672.845215
	Iteration 8F: 3 clusters Score -1.314875e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -13152864.000000 Penalty: 5672.845215
	Iteration 9F: 3 clusters Score -1.315286e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -13155811.000000 Penalty: 5672.845215
	Iteration 10F: 3 clusters Score -1.315581e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -13157437.000000 Penalty: 5672.845215
	Iteration 11Q: 3 clusters Score -1.315744e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -13158429.000000 Penalty: 5672.845215
	Iteration 12Q: 3 clusters Score -1.315843e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -13158968.000000 Penalty: 5672.845215
	Iteration 13Q: 3 clusters Score -1.315897e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -13159496.000000 Penalty: 5672.845215
	Iteration 14Q: 3 clusters Score -1.31595e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -13159966.000000 Penalty: 5672.845215
	Iteration 15Q: 3 clusters Score -1.315997e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -13160479.000000 Penalty: 5672.845215
	Iteration 16Q: 3 clusters Score -1.316048e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -13161038.000000 Penalty: 5672.845215
	Iteration 17Q: 3 clusters Score -1.316104e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -13161525.000000 Penalty: 5672.845215
	Iteration 18Q: 3 clusters Score -1.316152e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -13162016.000000 Penalty: 5672.845215
	Iteration 19Q: 3 clusters Score -1.316202e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78031 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -13162554.000000 Penalty: 5672.845215
	Iteration 20F: 3 clusters Score -1.316255e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -13163105.000000 Penalty: 5672.845215
	Iteration 21Q: 3 clusters Score -1.31631e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -13163692.000000 Penalty: 5672.845215
	Iteration 22Q: 3 clusters Score -1.316369e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -13164286.000000 Penalty: 5672.845215
	Iteration 23Q: 3 clusters Score -1.316429e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -13164835.000000 Penalty: 5672.845215
	Iteration 24Q: 3 clusters Score -1.316484e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84734 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -13165348.000000 Penalty: 5672.845215
	Iteration 25Q: 3 clusters Score -1.316535e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -13165922.000000 Penalty: 5672.845215
	Iteration 26Q: 3 clusters Score -1.316592e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -13166425.000000 Penalty: 5672.845215
	Iteration 27Q: 3 clusters Score -1.316642e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -13166914.000000 Penalty: 5672.845215
	Iteration 28Q: 3 clusters Score -1.316691e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -13167291.000000 Penalty: 5672.845215
	Iteration 29Q: 3 clusters Score -1.316729e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -13167610.000000 Penalty: 5672.845215
	Iteration 30Q: 3 clusters Score -1.316761e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89891 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -13167842.000000 Penalty: 5672.845215
	Iteration 31Q: 3 clusters Score -1.316784e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90293 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -13168041.000000 Penalty: 5672.845215
	Iteration 32Q: 3 clusters Score -1.316804e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90628 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -13168202.000000 Penalty: 5672.845215
	Iteration 33Q: 3 clusters Score -1.31682e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -13168308.000000 Penalty: 5672.845215
	Iteration 34Q: 3 clusters Score -1.316831e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91089 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -13168383.000000 Penalty: 5672.845215
	Iteration 35Q: 3 clusters Score -1.316838e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -13168454.000000 Penalty: 5672.845215
	Iteration 36Q: 3 clusters Score -1.316845e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -13168519.000000 Penalty: 5672.845215
	Iteration 37Q: 3 clusters Score -1.316852e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -13168550.000000 Penalty: 5672.845215
	Iteration 38Q: 3 clusters Score -1.316855e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13168608.000000 Penalty: 5672.845215
	Iteration 39Q: 3 clusters Score -1.316861e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91588 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -13168640.000000 Penalty: 5672.845215
	Iteration 40F: 3 clusters Score -1.316864e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -13168681.000000 Penalty: 5672.845215
	Iteration 41Q: 3 clusters Score -1.316868e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91695 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13168687.000000 Penalty: 5672.845215
	Iteration 42Q: 3 clusters Score -1.316869e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91729 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -13168713.000000 Penalty: 5672.845215
	Iteration 43Q: 3 clusters Score -1.316871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -13168734.000000 Penalty: 5672.845215
	Iteration 44Q: 3 clusters Score -1.316873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91770 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13168754.000000 Penalty: 5672.845215
	Iteration 45Q: 3 clusters Score -1.316875e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13168772.000000 Penalty: 5672.845215
	Iteration 46Q: 3 clusters Score -1.316877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -13168771.000000 Penalty: 5672.845215
	Iteration 47Q: 3 clusters Score -1.316877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13168772.000000 Penalty: 5672.845215
	Iteration 48Q: 3 clusters Score -1.316877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13168778.000000 Penalty: 5672.845215
	Iteration 49Q: 3 clusters Score -1.316878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13168780.000000 Penalty: 5672.845215
	Iteration 50Q: 3 clusters Score -1.316878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -13168795.000000 Penalty: 5672.845215
	Iteration 51Q: 3 clusters Score -1.31688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13168785.000000 Penalty: 5672.845215
	Iteration 52Q: 3 clusters Score -1.316878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13168775.000000 Penalty: 5672.845215
	Iteration 53Q: 3 clusters Score -1.316878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91835 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13168786.000000 Penalty: 5672.845215
	Iteration 54Q: 3 clusters Score -1.316879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -13168797.000000 Penalty: 5672.845215
	Iteration 55Q: 3 clusters Score -1.31688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91838 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -13168790.000000 Penalty: 5672.845215
	Iteration 56Q: 3 clusters Score -1.316879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13168794.000000 Penalty: 5672.845215
	Iteration 57Q: 3 clusters Score -1.316879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13168798.000000 Penalty: 5672.845215
	Iteration 58Q: 3 clusters Score -1.31688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13168792.000000 Penalty: 5672.845215
	Iteration 59Q: 3 clusters Score -1.316879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13168785.000000 Penalty: 5672.845215
	Iteration 60F: 3 clusters Score -1.316878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -13168803.000000 Penalty: 5672.845215
	Iteration 61Q: 3 clusters Score -1.31688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13168803.000000 Penalty: 5672.845215
	Iteration 62Q: 3 clusters Score -1.31688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -13168800.000000 Penalty: 5672.845215
	Iteration 63Q: 3 clusters Score -1.31688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -13168797.000000 Penalty: 5672.845215
	Iteration 64Q: 3 clusters Score -1.31688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13168801.000000 Penalty: 5672.845215
	Iteration 65Q: 3 clusters Score -1.31688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13168801.000000 Penalty: 5672.845215
	Iteration 66F: 3 clusters Score -1.31688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Entering Unmasked Estep 
Score: -4436637.500000 Penalty: 2565.119873
	Iteration 0F: 2 clusters Score -4436638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -4415301.000000 Penalty: 5130.239746
	Iteration 0F: 3 clusters Score -4415301 nChanged 14166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4423184.500000 Penalty: 5130.239746
	Iteration 1F: 3 clusters Score -4423184 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -4425239.000000 Penalty: 5130.239746
	Iteration 2F: 3 clusters Score -4425239 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4427298.000000 Penalty: 5130.239746
	Iteration 3F: 3 clusters Score -4427298 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4429447.000000 Penalty: 5130.239746
	Iteration 4F: 3 clusters Score -4429447 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4431926.500000 Penalty: 5130.239746
	Iteration 5F: 3 clusters Score -4431926 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -4434524.000000 Penalty: 5130.239746
	Iteration 6F: 3 clusters Score -4434524 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -4436539.000000 Penalty: 5130.239746
	Iteration 7F: 3 clusters Score -4436539 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -4437931.500000 Penalty: 5130.239746
	Iteration 8Q: 3 clusters Score -4437932 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -4438830.500000 Penalty: 5130.239746
	Iteration 9Q: 3 clusters Score -4438830 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -4439327.500000 Penalty: 5130.239746
	Iteration 10Q: 3 clusters Score -4439328 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4439550.500000 Penalty: 5130.239746
	Iteration 11Q: 3 clusters Score -4439550 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -4439694.000000 Penalty: 5130.239746
	Iteration 12Q: 3 clusters Score -4439694 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -4439762.500000 Penalty: 5130.239746
	Iteration 13Q: 3 clusters Score -4439762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4439815.000000 Penalty: 5130.239746
	Iteration 14Q: 3 clusters Score -4439815 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4439846.500000 Penalty: 5130.239746
	Iteration 15Q: 3 clusters Score -4439846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -4439872.500000 Penalty: 5130.239746
	Iteration 16Q: 3 clusters Score -4439872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -4439891.000000 Penalty: 5130.239746
	Iteration 17Q: 3 clusters Score -4439891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -4439901.000000 Penalty: 5130.239746
	Iteration 18Q: 3 clusters Score -4439901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -4439910.500000 Penalty: 5130.239746
	Iteration 19Q: 3 clusters Score -4439910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -4439913.000000 Penalty: 5130.239746
	Iteration 20F: 3 clusters Score -4439913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -4439929.000000 Penalty: 5130.239746
	Iteration 21Q: 3 clusters Score -4439929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -4439925.000000 Penalty: 5130.239746
	Iteration 22Q: 3 clusters Score -4439925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4439927.500000 Penalty: 5130.239746
	Iteration 23Q: 3 clusters Score -4439928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -4439928.500000 Penalty: 5130.239746
	Iteration 24Q: 3 clusters Score -4439928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4439937.500000 Penalty: 5130.239746
	Iteration 25Q: 3 clusters Score -4439938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -4439937.000000 Penalty: 5130.239746
	Iteration 26Q: 3 clusters Score -4439937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -4439938.000000 Penalty: 5130.239746
	Iteration 27Q: 3 clusters Score -4439938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -4439938.000000 Penalty: 5130.239746
	Iteration 28F: 3 clusters Score -4439938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 107371 members 
Mstep: Class 3 contains 179944 members 
Mstep: Class 4 contains 81762 members 
Mstep: Class 5 contains 950 members 
Mstep: Class 6 contains 146626 members 
Mstep: Class 7 contains 92706 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 123516 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 20190 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 14 contains 42648 members 
Mstep: Class 15 contains 29249 members 
Mstep: Class 16 contains 6451 members 
Mstep: Class 17 contains 182628 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 30185 members 
Entering Unmasked Estep 
Score: -146948032.000000 Penalty: 65365.312500
Splitting cluster 8 changes total score from -146937504.000000 to -146948032.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 10 (123516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123516 members 
Entering Unmasked Estep 
Score: -17400192.000000 Penalty: 2907.583252
	Iteration 0F: 2 clusters Score -1.740019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -17318866.000000 Penalty: 5815.166504
	Iteration 0F: 3 clusters Score -1.731887e+07 nChanged 58810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -17352774.000000 Penalty: 5815.166504
	Iteration 1F: 3 clusters Score -1.735277e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -17354010.000000 Penalty: 5815.166504
	Iteration 2Q: 3 clusters Score -1.735401e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -17355406.000000 Penalty: 5815.166504
	Iteration 3Q: 3 clusters Score -1.735541e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -17357134.000000 Penalty: 5815.166504
	Iteration 4Q: 3 clusters Score -1.735713e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -17359728.000000 Penalty: 5815.166504
	Iteration 5Q: 3 clusters Score -1.735973e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -17363420.000000 Penalty: 5815.166504
	Iteration 6F: 3 clusters Score -1.736342e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -17368064.000000 Penalty: 5815.166504
	Iteration 7F: 3 clusters Score -1.736806e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 80488 members 
Entering Unmasked Estep 
Score: -17373366.000000 Penalty: 5815.166504
	Iteration 8F: 3 clusters Score -1.737337e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 84156 members 
Entering Unmasked Estep 
Score: -17378192.000000 Penalty: 5815.166504
	Iteration 9F: 3 clusters Score -1.737819e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -17381666.000000 Penalty: 5815.166504
	Iteration 10F: 3 clusters Score -1.738167e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 90169 members 
Entering Unmasked Estep 
Score: -17383904.000000 Penalty: 5815.166504
	Iteration 11Q: 3 clusters Score -1.73839e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 92651 members 
Entering Unmasked Estep 
Score: -17385424.000000 Penalty: 5815.166504
	Iteration 12Q: 3 clusters Score -1.738542e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -17386438.000000 Penalty: 5815.166504
	Iteration 13Q: 3 clusters Score -1.738644e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 97104 members 
Entering Unmasked Estep 
Score: -17387264.000000 Penalty: 5815.166504
	Iteration 14Q: 3 clusters Score -1.738726e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -17388008.000000 Penalty: 5815.166504
	Iteration 15Q: 3 clusters Score -1.738801e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 101093 members 
Entering Unmasked Estep 
Score: -17388670.000000 Penalty: 5815.166504
	Iteration 16Q: 3 clusters Score -1.738867e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -17389388.000000 Penalty: 5815.166504
	Iteration 17Q: 3 clusters Score -1.738939e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 104936 members 
Entering Unmasked Estep 
Score: -17390098.000000 Penalty: 5815.166504
	Iteration 18Q: 3 clusters Score -1.73901e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -17390864.000000 Penalty: 5815.166504
	Iteration 19Q: 3 clusters Score -1.739086e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 108598 members 
Entering Unmasked Estep 
Score: -17391662.000000 Penalty: 5815.166504
	Iteration 20F: 3 clusters Score -1.739166e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 110324 members 
Entering Unmasked Estep 
Score: -17392436.000000 Penalty: 5815.166504
	Iteration 21Q: 3 clusters Score -1.739244e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 111949 members 
Entering Unmasked Estep 
Score: -17393072.000000 Penalty: 5815.166504
	Iteration 22Q: 3 clusters Score -1.739307e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 113434 members 
Entering Unmasked Estep 
Score: -17393740.000000 Penalty: 5815.166504
	Iteration 23Q: 3 clusters Score -1.739374e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 114835 members 
Entering Unmasked Estep 
Score: -17394302.000000 Penalty: 5815.166504
	Iteration 24Q: 3 clusters Score -1.73943e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 116073 members 
Entering Unmasked Estep 
Score: -17394978.000000 Penalty: 5815.166504
	Iteration 25Q: 3 clusters Score -1.739498e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 117217 members 
Entering Unmasked Estep 
Score: -17395538.000000 Penalty: 5815.166504
	Iteration 26Q: 3 clusters Score -1.739554e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 118192 members 
Entering Unmasked Estep 
Score: -17396006.000000 Penalty: 5815.166504
	Iteration 27Q: 3 clusters Score -1.739601e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 118989 members 
Entering Unmasked Estep 
Score: -17396418.000000 Penalty: 5815.166504
	Iteration 28Q: 3 clusters Score -1.739642e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 119601 members 
Entering Unmasked Estep 
Score: -17396704.000000 Penalty: 5815.166504
	Iteration 29Q: 3 clusters Score -1.73967e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 120085 members 
Entering Unmasked Estep 
Score: -17396916.000000 Penalty: 5815.166504
	Iteration 30Q: 3 clusters Score -1.739692e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 120486 members 
Entering Unmasked Estep 
Score: -17397084.000000 Penalty: 5815.166504
	Iteration 31Q: 3 clusters Score -1.739708e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 120799 members 
Entering Unmasked Estep 
Score: -17397208.000000 Penalty: 5815.166504
	Iteration 32Q: 3 clusters Score -1.739721e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 121048 members 
Entering Unmasked Estep 
Score: -17397320.000000 Penalty: 5815.166504
	Iteration 33Q: 3 clusters Score -1.739732e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 121239 members 
Entering Unmasked Estep 
Score: -17397376.000000 Penalty: 5815.166504
	Iteration 34Q: 3 clusters Score -1.739738e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 121397 members 
Entering Unmasked Estep 
Score: -17397434.000000 Penalty: 5815.166504
	Iteration 35Q: 3 clusters Score -1.739743e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 121527 members 
Entering Unmasked Estep 
Score: -17397470.000000 Penalty: 5815.166504
	Iteration 36Q: 3 clusters Score -1.739747e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 121629 members 
Entering Unmasked Estep 
Score: -17397518.000000 Penalty: 5815.166504
	Iteration 37Q: 3 clusters Score -1.739752e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 121720 members 
Entering Unmasked Estep 
Score: -17397568.000000 Penalty: 5815.166504
	Iteration 38Q: 3 clusters Score -1.739757e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 121807 members 
Entering Unmasked Estep 
Score: -17397636.000000 Penalty: 5815.166504
	Iteration 39Q: 3 clusters Score -1.739764e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 121862 members 
Entering Unmasked Estep 
Score: -17397662.000000 Penalty: 5815.166504
	Iteration 40F: 3 clusters Score -1.739766e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 121912 members 
Entering Unmasked Estep 
Score: -17397678.000000 Penalty: 5815.166504
	Iteration 41Q: 3 clusters Score -1.739768e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 121952 members 
Entering Unmasked Estep 
Score: -17397710.000000 Penalty: 5815.166504
	Iteration 42Q: 3 clusters Score -1.739771e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 121983 members 
Entering Unmasked Estep 
Score: -17397714.000000 Penalty: 5815.166504
	Iteration 43Q: 3 clusters Score -1.739771e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 122009 members 
Entering Unmasked Estep 
Score: -17397720.000000 Penalty: 5815.166504
	Iteration 44Q: 3 clusters Score -1.739772e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 122028 members 
Entering Unmasked Estep 
Score: -17397736.000000 Penalty: 5815.166504
	Iteration 45Q: 3 clusters Score -1.739774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 122043 members 
Entering Unmasked Estep 
Score: -17397730.000000 Penalty: 5815.166504
	Iteration 46Q: 3 clusters Score -1.739773e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 122066 members 
Entering Unmasked Estep 
Score: -17397750.000000 Penalty: 5815.166504
	Iteration 47Q: 3 clusters Score -1.739775e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 122089 members 
Entering Unmasked Estep 
Score: -17397776.000000 Penalty: 5815.166504
	Iteration 48Q: 3 clusters Score -1.739778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 122102 members 
Entering Unmasked Estep 
Score: -17397772.000000 Penalty: 5815.166504
	Iteration 49Q: 3 clusters Score -1.739777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 122127 members 
Entering Unmasked Estep 
Score: -17397788.000000 Penalty: 5815.166504
	Iteration 50Q: 3 clusters Score -1.739779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 122141 members 
Entering Unmasked Estep 
Score: -17397790.000000 Penalty: 5815.166504
	Iteration 51Q: 3 clusters Score -1.739779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 122153 members 
Entering Unmasked Estep 
Score: -17397796.000000 Penalty: 5815.166504
	Iteration 52Q: 3 clusters Score -1.73978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 122164 members 
Entering Unmasked Estep 
Score: -17397804.000000 Penalty: 5815.166504
	Iteration 53Q: 3 clusters Score -1.73978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 122180 members 
Entering Unmasked Estep 
Score: -17397810.000000 Penalty: 5815.166504
	Iteration 54Q: 3 clusters Score -1.739781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 122191 members 
Entering Unmasked Estep 
Score: -17397818.000000 Penalty: 5815.166504
	Iteration 55Q: 3 clusters Score -1.739782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 122203 members 
Entering Unmasked Estep 
Score: -17397836.000000 Penalty: 5815.166504
	Iteration 56Q: 3 clusters Score -1.739784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 122215 members 
Entering Unmasked Estep 
Score: -17397844.000000 Penalty: 5815.166504
	Iteration 57Q: 3 clusters Score -1.739784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 122215 members 
Entering Unmasked Estep 
Score: -17397830.000000 Penalty: 5815.166504
	Iteration 58Q: 3 clusters Score -1.739783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 122216 members 
Entering Unmasked Estep 
Score: -17397838.000000 Penalty: 5815.166504
	Iteration 59Q: 3 clusters Score -1.739784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 122216 members 
Entering Unmasked Estep 
Score: -17397830.000000 Penalty: 5815.166504
	Iteration 60F: 3 clusters Score -1.739783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 122217 members 
Entering Unmasked Estep 
Score: -17397836.000000 Penalty: 5815.166504
	Iteration 61Q: 3 clusters Score -1.739784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 122219 members 
Entering Unmasked Estep 
Score: -17397834.000000 Penalty: 5815.166504
	Iteration 62Q: 3 clusters Score -1.739783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 122224 members 
Entering Unmasked Estep 
Score: -17397844.000000 Penalty: 5815.166504
	Iteration 63Q: 3 clusters Score -1.739784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 122228 members 
Entering Unmasked Estep 
Score: -17397848.000000 Penalty: 5815.166504
	Iteration 64Q: 3 clusters Score -1.739785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 122232 members 
Entering Unmasked Estep 
Score: -17397850.000000 Penalty: 5815.166504
	Iteration 65Q: 3 clusters Score -1.739785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 122236 members 
Entering Unmasked Estep 
Score: -17397850.000000 Penalty: 5815.166504
	Iteration 66Q: 3 clusters Score -1.739785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 122239 members 
Entering Unmasked Estep 
Score: -17397858.000000 Penalty: 5815.166504
	Iteration 67Q: 3 clusters Score -1.739786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 122242 members 
Entering Unmasked Estep 
Score: -17397850.000000 Penalty: 5815.166504
	Iteration 68Q: 3 clusters Score -1.739785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 122244 members 
Entering Unmasked Estep 
Score: -17397856.000000 Penalty: 5815.166504
	Iteration 69Q: 3 clusters Score -1.739786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 122253 members 
Entering Unmasked Estep 
Score: -17397852.000000 Penalty: 5815.166504
	Iteration 70Q: 3 clusters Score -1.739785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 122257 members 
Entering Unmasked Estep 
Score: -17397850.000000 Penalty: 5815.166504
	Iteration 71Q: 3 clusters Score -1.739785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 122260 members 
Entering Unmasked Estep 
Score: -17397850.000000 Penalty: 5815.166504
	Iteration 72Q: 3 clusters Score -1.739785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 122261 members 
Entering Unmasked Estep 
Score: -17397862.000000 Penalty: 5815.166504
	Iteration 73Q: 3 clusters Score -1.739786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 122264 members 
Entering Unmasked Estep 
Score: -17397860.000000 Penalty: 5815.166504
	Iteration 74Q: 3 clusters Score -1.739786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 122266 members 
Entering Unmasked Estep 
Score: -17397864.000000 Penalty: 5815.166504
	Iteration 75Q: 3 clusters Score -1.739786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 122269 members 
Entering Unmasked Estep 
Score: -17397860.000000 Penalty: 5815.166504
	Iteration 76Q: 3 clusters Score -1.739786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 122274 members 
Entering Unmasked Estep 
Score: -17397866.000000 Penalty: 5815.166504
	Iteration 77Q: 3 clusters Score -1.739787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 122282 members 
Entering Unmasked Estep 
Score: -17397866.000000 Penalty: 5815.166504
	Iteration 78Q: 3 clusters Score -1.739787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 122285 members 
Entering Unmasked Estep 
Score: -17397866.000000 Penalty: 5815.166504
	Iteration 79Q: 3 clusters Score -1.739787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 122286 members 
Entering Unmasked Estep 
Score: -17397866.000000 Penalty: 5815.166504
	Iteration 80F: 3 clusters Score -1.739787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 122288 members 
Entering Unmasked Estep 
Score: -17397874.000000 Penalty: 5815.166504
	Iteration 81Q: 3 clusters Score -1.739787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 122291 members 
Entering Unmasked Estep 
Score: -17397880.000000 Penalty: 5815.166504
	Iteration 82Q: 3 clusters Score -1.739788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 122297 members 
Entering Unmasked Estep 
Score: -17397882.000000 Penalty: 5815.166504
	Iteration 83Q: 3 clusters Score -1.739788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 122304 members 
Entering Unmasked Estep 
Score: -17397880.000000 Penalty: 5815.166504
	Iteration 84Q: 3 clusters Score -1.739788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 122310 members 
Entering Unmasked Estep 
Score: -17397884.000000 Penalty: 5815.166504
	Iteration 85Q: 3 clusters Score -1.739788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 122317 members 
Entering Unmasked Estep 
Score: -17397882.000000 Penalty: 5815.166504
	Iteration 86Q: 3 clusters Score -1.739788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 122325 members 
Entering Unmasked Estep 
Score: -17397900.000000 Penalty: 5815.166504
	Iteration 87Q: 3 clusters Score -1.73979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 122333 members 
Entering Unmasked Estep 
Score: -17397902.000000 Penalty: 5815.166504
	Iteration 88Q: 3 clusters Score -1.73979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 122340 members 
Entering Unmasked Estep 
Score: -17397902.000000 Penalty: 5815.166504
	Iteration 89Q: 3 clusters Score -1.73979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 122343 members 
Entering Unmasked Estep 
Score: -17397898.000000 Penalty: 5815.166504
	Iteration 90Q: 3 clusters Score -1.73979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 122347 members 
Entering Unmasked Estep 
Score: -17397910.000000 Penalty: 5815.166504
	Iteration 91Q: 3 clusters Score -1.739791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 122355 members 
Entering Unmasked Estep 
Score: -17397906.000000 Penalty: 5815.166504
	Iteration 92Q: 3 clusters Score -1.739791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 122363 members 
Entering Unmasked Estep 
Score: -17397918.000000 Penalty: 5815.166504
	Iteration 93Q: 3 clusters Score -1.739792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 122369 members 
Entering Unmasked Estep 
Score: -17397914.000000 Penalty: 5815.166504
	Iteration 94Q: 3 clusters Score -1.739791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 122374 members 
Entering Unmasked Estep 
Score: -17397918.000000 Penalty: 5815.166504
	Iteration 95Q: 3 clusters Score -1.739792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 122377 members 
Entering Unmasked Estep 
Score: -17397922.000000 Penalty: 5815.166504
	Iteration 96Q: 3 clusters Score -1.739792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 122380 members 
Entering Unmasked Estep 
Score: -17397924.000000 Penalty: 5815.166504
	Iteration 97Q: 3 clusters Score -1.739792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 122381 members 
Entering Unmasked Estep 
Score: -17397918.000000 Penalty: 5815.166504
	Iteration 98Q: 3 clusters Score -1.739792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 122382 members 
Entering Unmasked Estep 
Score: -17397920.000000 Penalty: 5815.166504
	Iteration 99Q: 3 clusters Score -1.739792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 122383 members 
Entering Unmasked Estep 
Score: -17397926.000000 Penalty: 5815.166504
	Iteration 100F: 3 clusters Score -1.739793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Entering Unmasked Estep 
Score: -2897169.000000 Penalty: 2458.409912
	Iteration 0F: 2 clusters Score -2897169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2882980.000000 Penalty: 4916.819824
	Iteration 0F: 3 clusters Score -2882980 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2887741.500000 Penalty: 4916.819824
	Iteration 1F: 3 clusters Score -2887742 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2888069.750000 Penalty: 4916.819824
	Iteration 2Q: 3 clusters Score -2888070 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2888358.250000 Penalty: 4916.819824
	Iteration 3Q: 3 clusters Score -2888358 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2888613.000000 Penalty: 4916.819824
	Iteration 4Q: 3 clusters Score -2888613 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2888798.750000 Penalty: 4916.819824
	Iteration 5Q: 3 clusters Score -2888799 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2888990.000000 Penalty: 4916.819824
	Iteration 6Q: 3 clusters Score -2888990 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2889160.750000 Penalty: 4916.819824
	Iteration 7Q: 3 clusters Score -2889161 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2889303.250000 Penalty: 4916.819824
	Iteration 8Q: 3 clusters Score -2889303 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2889450.750000 Penalty: 4916.819824
	Iteration 9Q: 3 clusters Score -2889451 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2889612.000000 Penalty: 4916.819824
	Iteration 10Q: 3 clusters Score -2889612 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2889797.750000 Penalty: 4916.819824
	Iteration 11Q: 3 clusters Score -2889798 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2890019.750000 Penalty: 4916.819824
	Iteration 12Q: 3 clusters Score -2890020 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2890295.500000 Penalty: 4916.819824
	Iteration 13Q: 3 clusters Score -2890296 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2890737.500000 Penalty: 4916.819824
	Iteration 14Q: 3 clusters Score -2890738 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2891251.250000 Penalty: 4916.819824
	Iteration 15Q: 3 clusters Score -2891251 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2891820.750000 Penalty: 4916.819824
	Iteration 16Q: 3 clusters Score -2891821 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2892324.500000 Penalty: 4916.819824
	Iteration 17Q: 3 clusters Score -2892324 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2892636.000000 Penalty: 4916.819824
	Iteration 18Q: 3 clusters Score -2892636 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2892793.500000 Penalty: 4916.819824
	Iteration 19Q: 3 clusters Score -2892794 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2892895.500000 Penalty: 4916.819824
	Iteration 20F: 3 clusters Score -2892896 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2892967.250000 Penalty: 4916.819824
	Iteration 21Q: 3 clusters Score -2892967 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2893023.500000 Penalty: 4916.819824
	Iteration 22Q: 3 clusters Score -2893024 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2893080.250000 Penalty: 4916.819824
	Iteration 23Q: 3 clusters Score -2893080 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2893119.750000 Penalty: 4916.819824
	Iteration 24Q: 3 clusters Score -2893120 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2893160.000000 Penalty: 4916.819824
	Iteration 25Q: 3 clusters Score -2893160 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2893210.750000 Penalty: 4916.819824
	Iteration 26Q: 3 clusters Score -2893211 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2893249.000000 Penalty: 4916.819824
	Iteration 27Q: 3 clusters Score -2893249 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2893279.250000 Penalty: 4916.819824
	Iteration 28Q: 3 clusters Score -2893279 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2893318.500000 Penalty: 4916.819824
	Iteration 29Q: 3 clusters Score -2893318 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2893347.000000 Penalty: 4916.819824
	Iteration 30Q: 3 clusters Score -2893347 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2893366.750000 Penalty: 4916.819824
	Iteration 31Q: 3 clusters Score -2893367 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2893413.750000 Penalty: 4916.819824
	Iteration 32Q: 3 clusters Score -2893414 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2893443.000000 Penalty: 4916.819824
	Iteration 33Q: 3 clusters Score -2893443 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2893481.000000 Penalty: 4916.819824
	Iteration 34Q: 3 clusters Score -2893481 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2893504.750000 Penalty: 4916.819824
	Iteration 35Q: 3 clusters Score -2893505 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2893516.500000 Penalty: 4916.819824
	Iteration 36Q: 3 clusters Score -2893516 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2893524.500000 Penalty: 4916.819824
	Iteration 37Q: 3 clusters Score -2893524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2893530.000000 Penalty: 4916.819824
	Iteration 38Q: 3 clusters Score -2893530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2893531.000000 Penalty: 4916.819824
	Iteration 39Q: 3 clusters Score -2893531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2893542.500000 Penalty: 4916.819824
	Iteration 40F: 3 clusters Score -2893542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2893546.500000 Penalty: 4916.819824
	Iteration 41Q: 3 clusters Score -2893546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2893555.250000 Penalty: 4916.819824
	Iteration 42Q: 3 clusters Score -2893555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2893562.000000 Penalty: 4916.819824
	Iteration 43Q: 3 clusters Score -2893562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2893563.250000 Penalty: 4916.819824
	Iteration 44Q: 3 clusters Score -2893563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2893579.500000 Penalty: 4916.819824
	Iteration 45Q: 3 clusters Score -2893580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2893575.000000 Penalty: 4916.819824
	Iteration 46Q: 3 clusters Score -2893575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2893578.250000 Penalty: 4916.819824
	Iteration 47Q: 3 clusters Score -2893578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2893591.250000 Penalty: 4916.819824
	Iteration 48Q: 3 clusters Score -2893591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2893589.500000 Penalty: 4916.819824
	Iteration 49Q: 3 clusters Score -2893590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2893588.250000 Penalty: 4916.819824
	Iteration 50Q: 3 clusters Score -2893588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2893599.000000 Penalty: 4916.819824
	Iteration 51Q: 3 clusters Score -2893599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2893605.750000 Penalty: 4916.819824
	Iteration 52Q: 3 clusters Score -2893606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2893606.250000 Penalty: 4916.819824
	Iteration 53Q: 3 clusters Score -2893606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2893610.000000 Penalty: 4916.819824
	Iteration 54Q: 3 clusters Score -2893610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2893615.500000 Penalty: 4916.819824
	Iteration 55Q: 3 clusters Score -2893616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2893616.500000 Penalty: 4916.819824
	Iteration 56Q: 3 clusters Score -2893616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2893619.500000 Penalty: 4916.819824
	Iteration 57Q: 3 clusters Score -2893620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2893623.500000 Penalty: 4916.819824
	Iteration 58Q: 3 clusters Score -2893624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2893626.000000 Penalty: 4916.819824
	Iteration 59Q: 3 clusters Score -2893626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2893627.750000 Penalty: 4916.819824
	Iteration 60F: 3 clusters Score -2893628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2893631.000000 Penalty: 4916.819824
	Iteration 61Q: 3 clusters Score -2893631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2893628.250000 Penalty: 4916.819824
	Iteration 62Q: 3 clusters Score -2893628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2893633.500000 Penalty: 4916.819824
	Iteration 63Q: 3 clusters Score -2893634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2893627.250000 Penalty: 4916.819824
	Iteration 64Q: 3 clusters Score -2893627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2893629.250000 Penalty: 4916.819824
	Iteration 65Q: 3 clusters Score -2893629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2893632.000000 Penalty: 4916.819824
	Iteration 66Q: 3 clusters Score -2893632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2893630.750000 Penalty: 4916.819824
	Iteration 67Q: 3 clusters Score -2893631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2893633.000000 Penalty: 4916.819824
	Iteration 68Q: 3 clusters Score -2893633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2893636.250000 Penalty: 4916.819824
	Iteration 69Q: 3 clusters Score -2893636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2893646.000000 Penalty: 4916.819824
	Iteration 70Q: 3 clusters Score -2893646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2893644.500000 Penalty: 4916.819824
	Iteration 71Q: 3 clusters Score -2893644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2893642.500000 Penalty: 4916.819824
	Iteration 72Q: 3 clusters Score -2893642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2893640.500000 Penalty: 4916.819824
	Iteration 73Q: 3 clusters Score -2893640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2893636.500000 Penalty: 4916.819824
	Iteration 74Q: 3 clusters Score -2893636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2893638.500000 Penalty: 4916.819824
	Iteration 75Q: 3 clusters Score -2893638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2893643.250000 Penalty: 4916.819824
	Iteration 76Q: 3 clusters Score -2893643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2893641.500000 Penalty: 4916.819824
	Iteration 77Q: 3 clusters Score -2893642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2893642.000000 Penalty: 4916.819824
	Iteration 78Q: 3 clusters Score -2893642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2893639.250000 Penalty: 4916.819824
	Iteration 79Q: 3 clusters Score -2893639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2893642.000000 Penalty: 4916.819824
	Iteration 80F: 3 clusters Score -2893642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2893640.250000 Penalty: 4916.819824
	Iteration 81Q: 3 clusters Score -2893640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2893642.750000 Penalty: 4916.819824
	Iteration 82Q: 3 clusters Score -2893643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2893644.500000 Penalty: 4916.819824
	Iteration 83Q: 3 clusters Score -2893644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2893643.250000 Penalty: 4916.819824
	Iteration 84Q: 3 clusters Score -2893643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2893639.750000 Penalty: 4916.819824
	Iteration 85Q: 3 clusters Score -2893640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2893637.250000 Penalty: 4916.819824
	Iteration 86Q: 3 clusters Score -2893637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2893642.750000 Penalty: 4916.819824
	Iteration 87Q: 3 clusters Score -2893643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2893635.750000 Penalty: 4916.819824
	Iteration 88Q: 3 clusters Score -2893636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2893638.000000 Penalty: 4916.819824
	Iteration 89Q: 3 clusters Score -2893638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2893638.250000 Penalty: 4916.819824
	Iteration 90Q: 3 clusters Score -2893638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2893641.750000 Penalty: 4916.819824
	Iteration 91Q: 3 clusters Score -2893642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2893645.500000 Penalty: 4916.819824
	Iteration 92Q: 3 clusters Score -2893646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2893645.500000 Penalty: 4916.819824
	Iteration 93Q: 3 clusters Score -2893646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2893645.250000 Penalty: 4916.819824
	Iteration 94Q: 3 clusters Score -2893645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2893646.250000 Penalty: 4916.819824
	Iteration 95Q: 3 clusters Score -2893646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2893645.750000 Penalty: 4916.819824
	Iteration 96Q: 3 clusters Score -2893646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2893645.750000 Penalty: 4916.819824
	Iteration 97F: 3 clusters Score -2893646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -337871.000000 Penalty: 1933.932007
	Iteration 0F: 2 clusters Score -337871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -334964.187500 Penalty: 3867.864014
	Iteration 0F: 3 clusters Score -334964.2 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -335574.187500 Penalty: 3867.864014
	Iteration 1F: 3 clusters Score -335574.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -335743.687500 Penalty: 3867.864014
	Iteration 2F: 3 clusters Score -335743.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -335877.531250 Penalty: 3867.864014
	Iteration 3F: 3 clusters Score -335877.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -335997.312500 Penalty: 3867.864014
	Iteration 4Q: 3 clusters Score -335997.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -336147.906250 Penalty: 3867.864014
	Iteration 5Q: 3 clusters Score -336147.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -336429.625000 Penalty: 3867.864014
	Iteration 6F: 3 clusters Score -336429.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -336680.968750 Penalty: 3867.864014
	Iteration 7F: 3 clusters Score -336681 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -336807.968750 Penalty: 3867.864014
	Iteration 8Q: 3 clusters Score -336808 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -336912.062500 Penalty: 3867.864014
	Iteration 9Q: 3 clusters Score -336912.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -336997.437500 Penalty: 3867.864014
	Iteration 10Q: 3 clusters Score -336997.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -337048.312500 Penalty: 3867.864014
	Iteration 11Q: 3 clusters Score -337048.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -337085.906250 Penalty: 3867.864014
	Iteration 12Q: 3 clusters Score -337085.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -337117.812500 Penalty: 3867.864014
	Iteration 13Q: 3 clusters Score -337117.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -337148.656250 Penalty: 3867.864014
	Iteration 14Q: 3 clusters Score -337148.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -337167.500000 Penalty: 3867.864014
	Iteration 15Q: 3 clusters Score -337167.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -337185.593750 Penalty: 3867.864014
	Iteration 16Q: 3 clusters Score -337185.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -337202.593750 Penalty: 3867.864014
	Iteration 17Q: 3 clusters Score -337202.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -337224.468750 Penalty: 3867.864014
	Iteration 18Q: 3 clusters Score -337224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -337234.250000 Penalty: 3867.864014
	Iteration 19Q: 3 clusters Score -337234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -337236.687500 Penalty: 3867.864014
	Iteration 20F: 3 clusters Score -337236.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -337238.687500 Penalty: 3867.864014
	Iteration 21Q: 3 clusters Score -337238.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -337241.750000 Penalty: 3867.864014
	Iteration 22Q: 3 clusters Score -337241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -337243.281250 Penalty: 3867.864014
	Iteration 23Q: 3 clusters Score -337243.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -337244.906250 Penalty: 3867.864014
	Iteration 24Q: 3 clusters Score -337244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -337246.000000 Penalty: 3867.864014
	Iteration 25Q: 3 clusters Score -337246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -337246.781250 Penalty: 3867.864014
	Iteration 26Q: 3 clusters Score -337246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -337246.781250 Penalty: 3867.864014
	Iteration 27F: 3 clusters Score -337246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Entering Unmasked Estep 
Score: -6092644.500000 Penalty: 2643.862549
	Iteration 0F: 2 clusters Score -6092644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -6063832.000000 Penalty: 5287.725098
	Iteration 0F: 3 clusters Score -6063832 nChanged 19531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -6074687.000000 Penalty: 5287.725098
	Iteration 1F: 3 clusters Score -6074687 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -6075334.000000 Penalty: 5287.725098
	Iteration 2Q: 3 clusters Score -6075334 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -6076013.500000 Penalty: 5287.725098
	Iteration 3Q: 3 clusters Score -6076014 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -6076883.500000 Penalty: 5287.725098
	Iteration 4Q: 3 clusters Score -6076884 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -6078013.500000 Penalty: 5287.725098
	Iteration 5F: 3 clusters Score -6078014 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -6079695.000000 Penalty: 5287.725098
	Iteration 6F: 3 clusters Score -6079695 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -6082210.500000 Penalty: 5287.725098
	Iteration 7F: 3 clusters Score -6082210 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -6085495.500000 Penalty: 5287.725098
	Iteration 8F: 3 clusters Score -6085496 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -6088750.000000 Penalty: 5287.725098
	Iteration 9F: 3 clusters Score -6088750 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -6090672.000000 Penalty: 5287.725098
	Iteration 10F: 3 clusters Score -6090672 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -6091660.000000 Penalty: 5287.725098
	Iteration 11Q: 3 clusters Score -6091660 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -6092227.500000 Penalty: 5287.725098
	Iteration 12Q: 3 clusters Score -6092228 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -6092562.500000 Penalty: 5287.725098
	Iteration 13Q: 3 clusters Score -6092562 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -6092799.000000 Penalty: 5287.725098
	Iteration 14Q: 3 clusters Score -6092799 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -6092878.500000 Penalty: 5287.725098
	Iteration 15Q: 3 clusters Score -6092878 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -6092919.000000 Penalty: 5287.725098
	Iteration 16Q: 3 clusters Score -6092919 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -6092950.500000 Penalty: 5287.725098
	Iteration 17Q: 3 clusters Score -6092950 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -6092989.000000 Penalty: 5287.725098
	Iteration 18Q: 3 clusters Score -6092989 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -6093013.500000 Penalty: 5287.725098
	Iteration 19Q: 3 clusters Score -6093014 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -6093005.000000 Penalty: 5287.725098
	Iteration 20F: 3 clusters Score -6093005 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -6092995.000000 Penalty: 5287.725098
	Iteration 21Q: 3 clusters Score -6092995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -6092993.000000 Penalty: 5287.725098
	Iteration 22Q: 3 clusters Score -6092993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -6093007.500000 Penalty: 5287.725098
	Iteration 23Q: 3 clusters Score -6093008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -6093007.500000 Penalty: 5287.725098
	Iteration 24Q: 3 clusters Score -6093008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -6093012.000000 Penalty: 5287.725098
	Iteration 25Q: 3 clusters Score -6093012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -6093015.000000 Penalty: 5287.725098
	Iteration 26Q: 3 clusters Score -6093015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -6093024.500000 Penalty: 5287.725098
	Iteration 27Q: 3 clusters Score -6093024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -6093017.500000 Penalty: 5287.725098
	Iteration 28Q: 3 clusters Score -6093018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -6093020.500000 Penalty: 5287.725098
	Iteration 29Q: 3 clusters Score -6093020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -6093033.500000 Penalty: 5287.725098
	Iteration 30Q: 3 clusters Score -6093034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -6093038.000000 Penalty: 5287.725098
	Iteration 31Q: 3 clusters Score -6093038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -6093033.000000 Penalty: 5287.725098
	Iteration 32Q: 3 clusters Score -6093033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -6093030.500000 Penalty: 5287.725098
	Iteration 33Q: 3 clusters Score -6093030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -6093035.000000 Penalty: 5287.725098
	Iteration 34Q: 3 clusters Score -6093035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -6093031.000000 Penalty: 5287.725098
	Iteration 35Q: 3 clusters Score -6093031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -6093035.500000 Penalty: 5287.725098
	Iteration 36Q: 3 clusters Score -6093036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -6093033.500000 Penalty: 5287.725098
	Iteration 37Q: 3 clusters Score -6093034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -6093032.500000 Penalty: 5287.725098
	Iteration 38Q: 3 clusters Score -6093032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -6093036.500000 Penalty: 5287.725098
	Iteration 39Q: 3 clusters Score -6093036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -6093036.500000 Penalty: 5287.725098
	Iteration 40F: 3 clusters Score -6093036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 107371 members 
Mstep: Class 3 contains 179944 members 
Mstep: Class 4 contains 81762 members 
Mstep: Class 5 contains 950 members 
Mstep: Class 6 contains 146626 members 
Mstep: Class 7 contains 92706 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 123516 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 20190 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 29249 members 
Mstep: Class 16 contains 6451 members 
Mstep: Class 17 contains 182628 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 30185 members 
Mstep: Class 20 contains 32580 members 
Entering Unmasked Estep 
Score: -146947632.000000 Penalty: 68805.593750
Splitting cluster 14 changes total score from -146937504.000000 to -146947632.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (29249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Entering Unmasked Estep 
Score: -3991005.250000 Penalty: 2550.333008
	Iteration 0F: 2 clusters Score -3991005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3970980.250000 Penalty: 5100.666016
	Iteration 0F: 3 clusters Score -3970980 nChanged 13152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3978204.250000 Penalty: 5100.666016
	Iteration 1F: 3 clusters Score -3978204 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3979046.000000 Penalty: 5100.666016
	Iteration 2F: 3 clusters Score -3979046 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3980169.000000 Penalty: 5100.666016
	Iteration 3F: 3 clusters Score -3980169 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3981652.750000 Penalty: 5100.666016
	Iteration 4F: 3 clusters Score -3981653 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3983405.250000 Penalty: 5100.666016
	Iteration 5F: 3 clusters Score -3983405 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3985268.000000 Penalty: 5100.666016
	Iteration 6F: 3 clusters Score -3985268 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3986815.000000 Penalty: 5100.666016
	Iteration 7F: 3 clusters Score -3986815 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3988029.500000 Penalty: 5100.666016
	Iteration 8Q: 3 clusters Score -3988030 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3988902.250000 Penalty: 5100.666016
	Iteration 9Q: 3 clusters Score -3988902 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3989422.500000 Penalty: 5100.666016
	Iteration 10Q: 3 clusters Score -3989422 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3989693.000000 Penalty: 5100.666016
	Iteration 11Q: 3 clusters Score -3989693 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3989843.500000 Penalty: 5100.666016
	Iteration 12Q: 3 clusters Score -3989844 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3989903.250000 Penalty: 5100.666016
	Iteration 13Q: 3 clusters Score -3989903 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3989949.000000 Penalty: 5100.666016
	Iteration 14Q: 3 clusters Score -3989949 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3989980.000000 Penalty: 5100.666016
	Iteration 15Q: 3 clusters Score -3989980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3989995.500000 Penalty: 5100.666016
	Iteration 16Q: 3 clusters Score -3989996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3990013.000000 Penalty: 5100.666016
	Iteration 17Q: 3 clusters Score -3990013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3990021.250000 Penalty: 5100.666016
	Iteration 18Q: 3 clusters Score -3990021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3990037.750000 Penalty: 5100.666016
	Iteration 19Q: 3 clusters Score -3990038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3990041.000000 Penalty: 5100.666016
	Iteration 20F: 3 clusters Score -3990041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3990046.500000 Penalty: 5100.666016
	Iteration 21Q: 3 clusters Score -3990046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3990050.000000 Penalty: 5100.666016
	Iteration 22Q: 3 clusters Score -3990050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3990049.000000 Penalty: 5100.666016
	Iteration 23Q: 3 clusters Score -3990049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3990054.750000 Penalty: 5100.666016
	Iteration 24Q: 3 clusters Score -3990055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3990059.250000 Penalty: 5100.666016
	Iteration 25Q: 3 clusters Score -3990059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3990070.250000 Penalty: 5100.666016
	Iteration 26Q: 3 clusters Score -3990070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3990069.500000 Penalty: 5100.666016
	Iteration 27Q: 3 clusters Score -3990070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3990072.000000 Penalty: 5100.666016
	Iteration 28Q: 3 clusters Score -3990072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3990072.000000 Penalty: 5100.666016
	Iteration 29F: 3 clusters Score -3990072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Entering Unmasked Estep 
Score: -920970.000000 Penalty: 2175.453613
	Iteration 0F: 2 clusters Score -920970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -915534.000000 Penalty: 4350.907227
	Iteration 0F: 3 clusters Score -915534 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -916874.437500 Penalty: 4350.907227
	Iteration 1F: 3 clusters Score -916874.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -917113.812500 Penalty: 4350.907227
	Iteration 2F: 3 clusters Score -917113.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -917244.000000 Penalty: 4350.907227
	Iteration 3Q: 3 clusters Score -917244 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -917330.937500 Penalty: 4350.907227
	Iteration 4Q: 3 clusters Score -917330.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -917378.312500 Penalty: 4350.907227
	Iteration 5Q: 3 clusters Score -917378.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -917412.062500 Penalty: 4350.907227
	Iteration 6Q: 3 clusters Score -917412.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -917438.625000 Penalty: 4350.907227
	Iteration 7Q: 3 clusters Score -917438.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -917465.375000 Penalty: 4350.907227
	Iteration 8Q: 3 clusters Score -917465.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -917500.187500 Penalty: 4350.907227
	Iteration 9Q: 3 clusters Score -917500.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -917528.187500 Penalty: 4350.907227
	Iteration 10Q: 3 clusters Score -917528.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -917554.375000 Penalty: 4350.907227
	Iteration 11Q: 3 clusters Score -917554.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -917576.812500 Penalty: 4350.907227
	Iteration 12Q: 3 clusters Score -917576.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -917602.125000 Penalty: 4350.907227
	Iteration 13Q: 3 clusters Score -917602.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -917627.375000 Penalty: 4350.907227
	Iteration 14Q: 3 clusters Score -917627.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -917652.500000 Penalty: 4350.907227
	Iteration 15Q: 3 clusters Score -917652.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -917678.500000 Penalty: 4350.907227
	Iteration 16Q: 3 clusters Score -917678.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -917704.562500 Penalty: 4350.907227
	Iteration 17Q: 3 clusters Score -917704.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -917725.937500 Penalty: 4350.907227
	Iteration 18Q: 3 clusters Score -917725.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -917741.250000 Penalty: 4350.907227
	Iteration 19Q: 3 clusters Score -917741.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -917753.062500 Penalty: 4350.907227
	Iteration 20F: 3 clusters Score -917753.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -917764.687500 Penalty: 4350.907227
	Iteration 21Q: 3 clusters Score -917764.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -917777.375000 Penalty: 4350.907227
	Iteration 22Q: 3 clusters Score -917777.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -917796.062500 Penalty: 4350.907227
	Iteration 23Q: 3 clusters Score -917796.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -917820.687500 Penalty: 4350.907227
	Iteration 24Q: 3 clusters Score -917820.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -917848.250000 Penalty: 4350.907227
	Iteration 25Q: 3 clusters Score -917848.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -917882.500000 Penalty: 4350.907227
	Iteration 26Q: 3 clusters Score -917882.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -917920.062500 Penalty: 4350.907227
	Iteration 27Q: 3 clusters Score -917920.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -917961.875000 Penalty: 4350.907227
	Iteration 28Q: 3 clusters Score -917961.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -918008.937500 Penalty: 4350.907227
	Iteration 29Q: 3 clusters Score -918008.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -918059.125000 Penalty: 4350.907227
	Iteration 30Q: 3 clusters Score -918059.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -918112.562500 Penalty: 4350.907227
	Iteration 31Q: 3 clusters Score -918112.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -918171.562500 Penalty: 4350.907227
	Iteration 32Q: 3 clusters Score -918171.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -918226.875000 Penalty: 4350.907227
	Iteration 33Q: 3 clusters Score -918226.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -918292.437500 Penalty: 4350.907227
	Iteration 34Q: 3 clusters Score -918292.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -918371.562500 Penalty: 4350.907227
	Iteration 35Q: 3 clusters Score -918371.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -918452.937500 Penalty: 4350.907227
	Iteration 36Q: 3 clusters Score -918452.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -918532.500000 Penalty: 4350.907227
	Iteration 37Q: 3 clusters Score -918532.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -918608.812500 Penalty: 4350.907227
	Iteration 38Q: 3 clusters Score -918608.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -918690.562500 Penalty: 4350.907227
	Iteration 39Q: 3 clusters Score -918690.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -918764.125000 Penalty: 4350.907227
	Iteration 40F: 3 clusters Score -918764.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -918831.687500 Penalty: 4350.907227
	Iteration 41Q: 3 clusters Score -918831.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -918886.750000 Penalty: 4350.907227
	Iteration 42Q: 3 clusters Score -918886.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -918933.812500 Penalty: 4350.907227
	Iteration 43Q: 3 clusters Score -918933.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -918967.125000 Penalty: 4350.907227
	Iteration 44Q: 3 clusters Score -918967.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -918988.375000 Penalty: 4350.907227
	Iteration 45Q: 3 clusters Score -918988.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -919015.812500 Penalty: 4350.907227
	Iteration 46Q: 3 clusters Score -919015.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -919039.875000 Penalty: 4350.907227
	Iteration 47Q: 3 clusters Score -919039.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -919055.937500 Penalty: 4350.907227
	Iteration 48Q: 3 clusters Score -919055.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -919065.250000 Penalty: 4350.907227
	Iteration 49Q: 3 clusters Score -919065.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -919075.875000 Penalty: 4350.907227
	Iteration 50Q: 3 clusters Score -919075.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -919081.750000 Penalty: 4350.907227
	Iteration 51Q: 3 clusters Score -919081.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -919086.875000 Penalty: 4350.907227
	Iteration 52Q: 3 clusters Score -919086.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -919093.000000 Penalty: 4350.907227
	Iteration 53Q: 3 clusters Score -919093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -919102.625000 Penalty: 4350.907227
	Iteration 54Q: 3 clusters Score -919102.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -919110.812500 Penalty: 4350.907227
	Iteration 55Q: 3 clusters Score -919110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -919114.187500 Penalty: 4350.907227
	Iteration 56Q: 3 clusters Score -919114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -919118.125000 Penalty: 4350.907227
	Iteration 57Q: 3 clusters Score -919118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -919121.062500 Penalty: 4350.907227
	Iteration 58Q: 3 clusters Score -919121.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -919123.250000 Penalty: 4350.907227
	Iteration 59Q: 3 clusters Score -919123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -919128.937500 Penalty: 4350.907227
	Iteration 60F: 3 clusters Score -919128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -919128.375000 Penalty: 4350.907227
	Iteration 61Q: 3 clusters Score -919128.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -919130.562500 Penalty: 4350.907227
	Iteration 62Q: 3 clusters Score -919130.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -919133.375000 Penalty: 4350.907227
	Iteration 63Q: 3 clusters Score -919133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -919133.750000 Penalty: 4350.907227
	Iteration 64Q: 3 clusters Score -919133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -919133.875000 Penalty: 4350.907227
	Iteration 65Q: 3 clusters Score -919133.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -919135.750000 Penalty: 4350.907227
	Iteration 66Q: 3 clusters Score -919135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -919135.687500 Penalty: 4350.907227
	Iteration 67Q: 3 clusters Score -919135.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -919136.312500 Penalty: 4350.907227
	Iteration 68Q: 3 clusters Score -919136.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -919137.500000 Penalty: 4350.907227
	Iteration 69Q: 3 clusters Score -919137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -919137.500000 Penalty: 4350.907227
	Iteration 70F: 3 clusters Score -919137.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (182628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182628 members 
Entering Unmasked Estep 
Score: -25522954.000000 Penalty: 3004.571289
	Iteration 0F: 2 clusters Score -2.552295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91529 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -25415048.000000 Penalty: 6009.142578
	Iteration 0F: 3 clusters Score -2.541505e+07 nChanged 87532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -25466554.000000 Penalty: 6009.142578
	Iteration 1F: 3 clusters Score -2.546655e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -25468226.000000 Penalty: 6009.142578
	Iteration 2Q: 3 clusters Score -2.546823e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -25470440.000000 Penalty: 6009.142578
	Iteration 3Q: 3 clusters Score -2.547044e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96763 members 
Mstep: Class 2 contains 85865 members 
Entering Unmasked Estep 
Score: -25473822.000000 Penalty: 6009.142578
	Iteration 4Q: 3 clusters Score -2.547382e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -25478376.000000 Penalty: 6009.142578
	Iteration 5Q: 3 clusters Score -2.547838e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -25483224.000000 Penalty: 6009.142578
	Iteration 6Q: 3 clusters Score -2.548322e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104053 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -25487954.000000 Penalty: 6009.142578
	Iteration 7F: 3 clusters Score -2.548795e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -25492434.000000 Penalty: 6009.142578
	Iteration 8F: 3 clusters Score -2.549243e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -25496688.000000 Penalty: 6009.142578
	Iteration 9Q: 3 clusters Score -2.549669e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115865 members 
Mstep: Class 2 contains 66763 members 
Entering Unmasked Estep 
Score: -25500298.000000 Penalty: 6009.142578
	Iteration 10Q: 3 clusters Score -2.55003e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120976 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -25503526.000000 Penalty: 6009.142578
	Iteration 11Q: 3 clusters Score -2.550353e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126602 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -25506648.000000 Penalty: 6009.142578
	Iteration 12Q: 3 clusters Score -2.550665e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132412 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -25509526.000000 Penalty: 6009.142578
	Iteration 13Q: 3 clusters Score -2.550953e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138332 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -25512364.000000 Penalty: 6009.142578
	Iteration 14Q: 3 clusters Score -2.551236e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144204 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -25515050.000000 Penalty: 6009.142578
	Iteration 15Q: 3 clusters Score -2.551505e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149652 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -25517148.000000 Penalty: 6009.142578
	Iteration 16Q: 3 clusters Score -2.551715e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154210 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -25518416.000000 Penalty: 6009.142578
	Iteration 17Q: 3 clusters Score -2.551842e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157788 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -25519072.000000 Penalty: 6009.142578
	Iteration 18Q: 3 clusters Score -2.551907e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160607 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -25519758.000000 Penalty: 6009.142578
	Iteration 19Q: 3 clusters Score -2.551976e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162890 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -25520300.000000 Penalty: 6009.142578
	Iteration 20F: 3 clusters Score -2.55203e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164596 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -25520652.000000 Penalty: 6009.142578
	Iteration 21Q: 3 clusters Score -2.552065e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165927 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -25520872.000000 Penalty: 6009.142578
	Iteration 22Q: 3 clusters Score -2.552087e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167053 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -25520974.000000 Penalty: 6009.142578
	Iteration 23Q: 3 clusters Score -2.552097e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167959 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -25521088.000000 Penalty: 6009.142578
	Iteration 24Q: 3 clusters Score -2.552109e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168680 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -25521126.000000 Penalty: 6009.142578
	Iteration 25Q: 3 clusters Score -2.552113e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169288 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -25521152.000000 Penalty: 6009.142578
	Iteration 26Q: 3 clusters Score -2.552115e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169833 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -25521164.000000 Penalty: 6009.142578
	Iteration 27Q: 3 clusters Score -2.552116e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170306 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -25521218.000000 Penalty: 6009.142578
	Iteration 28Q: 3 clusters Score -2.552122e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170714 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -25521260.000000 Penalty: 6009.142578
	Iteration 29Q: 3 clusters Score -2.552126e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171077 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -25521306.000000 Penalty: 6009.142578
	Iteration 30Q: 3 clusters Score -2.552131e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -25521236.000000 Penalty: 6009.142578
	Iteration 31Q: 3 clusters Score -2.552124e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171696 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -25521200.000000 Penalty: 6009.142578
	Iteration 32Q: 3 clusters Score -2.55212e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171955 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -25521188.000000 Penalty: 6009.142578
	Iteration 33Q: 3 clusters Score -2.552119e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172197 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -25521188.000000 Penalty: 6009.142578
	Iteration 34Q: 3 clusters Score -2.552119e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172409 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -25521196.000000 Penalty: 6009.142578
	Iteration 35Q: 3 clusters Score -2.55212e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172622 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -25521212.000000 Penalty: 6009.142578
	Iteration 36Q: 3 clusters Score -2.552121e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172831 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -25521240.000000 Penalty: 6009.142578
	Iteration 37Q: 3 clusters Score -2.552124e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173041 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -25521272.000000 Penalty: 6009.142578
	Iteration 38Q: 3 clusters Score -2.552127e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173205 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -25521238.000000 Penalty: 6009.142578
	Iteration 39Q: 3 clusters Score -2.552124e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173346 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -25521256.000000 Penalty: 6009.142578
	Iteration 40F: 3 clusters Score -2.552126e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173495 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -25521268.000000 Penalty: 6009.142578
	Iteration 41Q: 3 clusters Score -2.552127e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173644 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -25521230.000000 Penalty: 6009.142578
	Iteration 42Q: 3 clusters Score -2.552123e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173770 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -25521210.000000 Penalty: 6009.142578
	Iteration 43Q: 3 clusters Score -2.552121e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173872 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -25521192.000000 Penalty: 6009.142578
	Iteration 44Q: 3 clusters Score -2.552119e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173975 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -25521180.000000 Penalty: 6009.142578
	Iteration 45Q: 3 clusters Score -2.552118e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174065 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -25521156.000000 Penalty: 6009.142578
	Iteration 46Q: 3 clusters Score -2.552116e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174147 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -25521208.000000 Penalty: 6009.142578
	Iteration 47Q: 3 clusters Score -2.552121e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174228 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -25521254.000000 Penalty: 6009.142578
	Iteration 48Q: 3 clusters Score -2.552125e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174306 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -25521254.000000 Penalty: 6009.142578
	Iteration 49Q: 3 clusters Score -2.552125e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174372 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -25521264.000000 Penalty: 6009.142578
	Iteration 50Q: 3 clusters Score -2.552126e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174449 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -25521312.000000 Penalty: 6009.142578
	Iteration 51Q: 3 clusters Score -2.552131e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174520 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -25521312.000000 Penalty: 6009.142578
	Iteration 52Q: 3 clusters Score -2.552131e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174591 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -25521334.000000 Penalty: 6009.142578
	Iteration 53Q: 3 clusters Score -2.552133e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -25521366.000000 Penalty: 6009.142578
	Iteration 54Q: 3 clusters Score -2.552137e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174699 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -25521358.000000 Penalty: 6009.142578
	Iteration 55Q: 3 clusters Score -2.552136e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174751 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -25521352.000000 Penalty: 6009.142578
	Iteration 56Q: 3 clusters Score -2.552135e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174800 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -25521338.000000 Penalty: 6009.142578
	Iteration 57Q: 3 clusters Score -2.552134e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174842 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -25521388.000000 Penalty: 6009.142578
	Iteration 58Q: 3 clusters Score -2.552139e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174900 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -25521380.000000 Penalty: 6009.142578
	Iteration 59Q: 3 clusters Score -2.552138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174950 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -25521336.000000 Penalty: 6009.142578
	Iteration 60F: 3 clusters Score -2.552134e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174991 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -25521366.000000 Penalty: 6009.142578
	Iteration 61Q: 3 clusters Score -2.552137e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175032 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -25521356.000000 Penalty: 6009.142578
	Iteration 62Q: 3 clusters Score -2.552136e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175075 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -25521304.000000 Penalty: 6009.142578
	Iteration 63Q: 3 clusters Score -2.55213e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175115 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -25521338.000000 Penalty: 6009.142578
	Iteration 64Q: 3 clusters Score -2.552134e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175147 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -25521322.000000 Penalty: 6009.142578
	Iteration 65Q: 3 clusters Score -2.552132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175180 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -25521342.000000 Penalty: 6009.142578
	Iteration 66Q: 3 clusters Score -2.552134e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175214 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -25521356.000000 Penalty: 6009.142578
	Iteration 67Q: 3 clusters Score -2.552136e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175250 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -25521358.000000 Penalty: 6009.142578
	Iteration 68Q: 3 clusters Score -2.552136e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175286 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -25521340.000000 Penalty: 6009.142578
	Iteration 69Q: 3 clusters Score -2.552134e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175314 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -25521344.000000 Penalty: 6009.142578
	Iteration 70Q: 3 clusters Score -2.552134e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175343 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -25521338.000000 Penalty: 6009.142578
	Iteration 71Q: 3 clusters Score -2.552134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175361 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -25521328.000000 Penalty: 6009.142578
	Iteration 72Q: 3 clusters Score -2.552133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175384 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -25521326.000000 Penalty: 6009.142578
	Iteration 73Q: 3 clusters Score -2.552133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175399 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -25521340.000000 Penalty: 6009.142578
	Iteration 74Q: 3 clusters Score -2.552134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175421 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -25521356.000000 Penalty: 6009.142578
	Iteration 75Q: 3 clusters Score -2.552136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -25521356.000000 Penalty: 6009.142578
	Iteration 76Q: 3 clusters Score -2.552136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175461 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -25521344.000000 Penalty: 6009.142578
	Iteration 77Q: 3 clusters Score -2.552134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175480 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -25521342.000000 Penalty: 6009.142578
	Iteration 78Q: 3 clusters Score -2.552134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175497 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -25521362.000000 Penalty: 6009.142578
	Iteration 79Q: 3 clusters Score -2.552136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175513 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -25521360.000000 Penalty: 6009.142578
	Iteration 80F: 3 clusters Score -2.552136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175529 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -25521374.000000 Penalty: 6009.142578
	Iteration 81Q: 3 clusters Score -2.552137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175538 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -25521378.000000 Penalty: 6009.142578
	Iteration 82Q: 3 clusters Score -2.552138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175551 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -25521378.000000 Penalty: 6009.142578
	Iteration 83Q: 3 clusters Score -2.552138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175561 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -25521390.000000 Penalty: 6009.142578
	Iteration 84Q: 3 clusters Score -2.552139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175569 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -25521370.000000 Penalty: 6009.142578
	Iteration 85Q: 3 clusters Score -2.552137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175581 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -25521372.000000 Penalty: 6009.142578
	Iteration 86Q: 3 clusters Score -2.552137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175593 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -25521386.000000 Penalty: 6009.142578
	Iteration 87Q: 3 clusters Score -2.552139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175601 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -25521352.000000 Penalty: 6009.142578
	Iteration 88Q: 3 clusters Score -2.552135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175611 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -25521380.000000 Penalty: 6009.142578
	Iteration 89Q: 3 clusters Score -2.552138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175620 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -25521394.000000 Penalty: 6009.142578
	Iteration 90Q: 3 clusters Score -2.552139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -25521400.000000 Penalty: 6009.142578
	Iteration 91Q: 3 clusters Score -2.55214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175627 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -25521394.000000 Penalty: 6009.142578
	Iteration 92Q: 3 clusters Score -2.552139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175635 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -25521398.000000 Penalty: 6009.142578
	Iteration 93Q: 3 clusters Score -2.55214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175644 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -25521394.000000 Penalty: 6009.142578
	Iteration 94Q: 3 clusters Score -2.552139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175654 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -25521382.000000 Penalty: 6009.142578
	Iteration 95Q: 3 clusters Score -2.552138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175664 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -25521376.000000 Penalty: 6009.142578
	Iteration 96Q: 3 clusters Score -2.552138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175668 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -25521362.000000 Penalty: 6009.142578
	Iteration 97Q: 3 clusters Score -2.552136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175672 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -25521394.000000 Penalty: 6009.142578
	Iteration 98Q: 3 clusters Score -2.552139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175675 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -25521378.000000 Penalty: 6009.142578
	Iteration 99Q: 3 clusters Score -2.552138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175676 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -25521384.000000 Penalty: 6009.142578
	Iteration 100F: 3 clusters Score -2.552138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175677 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -25521390.000000 Penalty: 6009.142578
	Iteration 101Q: 3 clusters Score -2.552139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175678 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -25521382.000000 Penalty: 6009.142578
	Iteration 102Q: 3 clusters Score -2.552138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175681 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -25521382.000000 Penalty: 6009.142578
	Iteration 103Q: 3 clusters Score -2.552138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175680 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -25521394.000000 Penalty: 6009.142578
	Iteration 104Q: 3 clusters Score -2.552139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175682 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -25521398.000000 Penalty: 6009.142578
	Iteration 105Q: 3 clusters Score -2.55214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175684 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -25521390.000000 Penalty: 6009.142578
	Iteration 106Q: 3 clusters Score -2.552139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175686 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -25521386.000000 Penalty: 6009.142578
	Iteration 107Q: 3 clusters Score -2.552139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175688 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -25521376.000000 Penalty: 6009.142578
	Iteration 108Q: 3 clusters Score -2.552138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175689 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -25521374.000000 Penalty: 6009.142578
	Iteration 109Q: 3 clusters Score -2.552137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175691 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -25521384.000000 Penalty: 6009.142578
	Iteration 110Q: 3 clusters Score -2.552138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175693 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -25521396.000000 Penalty: 6009.142578
	Iteration 111Q: 3 clusters Score -2.55214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175696 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -25521392.000000 Penalty: 6009.142578
	Iteration 112Q: 3 clusters Score -2.552139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -25521382.000000 Penalty: 6009.142578
	Iteration 113Q: 3 clusters Score -2.552138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175702 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -25521396.000000 Penalty: 6009.142578
	Iteration 114Q: 3 clusters Score -2.55214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175703 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -25521400.000000 Penalty: 6009.142578
	Iteration 115Q: 3 clusters Score -2.55214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175704 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -25521396.000000 Penalty: 6009.142578
	Iteration 116Q: 3 clusters Score -2.55214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175705 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -25521400.000000 Penalty: 6009.142578
	Iteration 117Q: 3 clusters Score -2.55214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175705 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -25521402.000000 Penalty: 6009.142578
	Iteration 118Q: 3 clusters Score -2.55214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175704 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -25521402.000000 Penalty: 6009.142578
	Iteration 119Q: 3 clusters Score -2.55214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175704 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -25521402.000000 Penalty: 6009.142578
	Iteration 120F: 3 clusters Score -2.55214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 107371 members 
Mstep: Class 3 contains 179944 members 
Mstep: Class 4 contains 81762 members 
Mstep: Class 5 contains 950 members 
Mstep: Class 6 contains 146626 members 
Mstep: Class 7 contains 92706 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 10 contains 123516 members 
Mstep: Class 12 contains 20190 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 29249 members 
Mstep: Class 16 contains 6451 members 
Mstep: Class 17 contains 182628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146953584.000000 Penalty: 68805.593750
Iteration 39Q: 21 clusters Score -1.469536e+08 nChanged 22326
Entering Unmasked Mstep 
Mstep: Class 0 contains 1881 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 105292 members 
Mstep: Class 3 contains 180241 members 
Mstep: Class 4 contains 81046 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 149936 members 
Mstep: Class 7 contains 93145 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 124831 members 
Mstep: Class 11 contains 7632 members 
Mstep: Class 12 contains 20538 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 9849 members 
Mstep: Class 15 contains 30154 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 180499 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 30206 members 
Mstep: Class 20 contains 30557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146959232.000000 Penalty: 68805.593750
Iteration 40F: 21 clusters Score -1.469592e+08 nChanged 22329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 102746 members 
Mstep: Class 3 contains 179730 members 
Mstep: Class 4 contains 80018 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 153040 members 
Mstep: Class 7 contains 92606 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 124717 members 
Mstep: Class 11 contains 8434 members 
Mstep: Class 12 contains 20996 members 
Mstep: Class 13 contains 2473 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 30958 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 177681 members 
Mstep: Class 18 contains 329 members 
Mstep: Class 19 contains 31472 members 
Mstep: Class 20 contains 31591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146964416.000000 Penalty: 68805.593750
Iteration 41Q: 21 clusters Score -1.469644e+08 nChanged 20731
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 100345 members 
Mstep: Class 3 contains 179161 members 
Mstep: Class 4 contains 78880 members 
Mstep: Class 5 contains 969 members 
Mstep: Class 6 contains 156578 members 
Mstep: Class 7 contains 92046 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 124642 members 
Mstep: Class 11 contains 9016 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 2530 members 
Mstep: Class 14 contains 9812 members 
Mstep: Class 15 contains 31571 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 175206 members 
Mstep: Class 18 contains 326 members 
Mstep: Class 19 contains 32385 members 
Mstep: Class 20 contains 32604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146967632.000000 Penalty: 68805.593750
Iteration 42Q: 21 clusters Score -1.469676e+08 nChanged 20416
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 98108 members 
Mstep: Class 3 contains 178548 members 
Mstep: Class 4 contains 77635 members 
Mstep: Class 5 contains 949 members 
Mstep: Class 6 contains 160130 members 
Mstep: Class 7 contains 91413 members 
Mstep: Class 8 contains 1083 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 124753 members 
Mstep: Class 11 contains 9486 members 
Mstep: Class 12 contains 21992 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 14 contains 9902 members 
Mstep: Class 15 contains 32066 members 
Mstep: Class 16 contains 6404 members 
Mstep: Class 17 contains 172975 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 33116 members 
Mstep: Class 20 contains 33487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146970480.000000 Penalty: 68805.593750
Iteration 43Q: 21 clusters Score -1.469705e+08 nChanged 20432
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 96073 members 
Mstep: Class 3 contains 178073 members 
Mstep: Class 4 contains 76329 members 
Mstep: Class 5 contains 925 members 
Mstep: Class 6 contains 163220 members 
Mstep: Class 7 contains 90732 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 125017 members 
Mstep: Class 11 contains 9891 members 
Mstep: Class 12 contains 22664 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 32490 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 170885 members 
Mstep: Class 18 contains 326 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 34373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146972272.000000 Penalty: 68805.593750
Iteration 44Q: 21 clusters Score -1.469723e+08 nChanged 20020
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 94426 members 
Mstep: Class 3 contains 177859 members 
Mstep: Class 4 contains 75080 members 
Mstep: Class 5 contains 905 members 
Mstep: Class 6 contains 165189 members 
Mstep: Class 7 contains 90133 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 125397 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 23461 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 10327 members 
Mstep: Class 15 contains 32874 members 
Mstep: Class 16 contains 6235 members 
Mstep: Class 17 contains 169126 members 
Mstep: Class 18 contains 326 members 
Mstep: Class 19 contains 34225 members 
Mstep: Class 20 contains 35169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146973152.000000 Penalty: 68805.593750
Iteration 45Q: 21 clusters Score -1.469732e+08 nChanged 19040
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 93007 members 
Mstep: Class 3 contains 177890 members 
Mstep: Class 4 contains 74045 members 
Mstep: Class 5 contains 874 members 
Mstep: Class 6 contains 165678 members 
Mstep: Class 7 contains 89679 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 125968 members 
Mstep: Class 11 contains 10595 members 
Mstep: Class 12 contains 24390 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 10755 members 
Mstep: Class 15 contains 33187 members 
Mstep: Class 16 contains 6139 members 
Mstep: Class 17 contains 167836 members 
Mstep: Class 18 contains 326 members 
Mstep: Class 19 contains 34638 members 
Mstep: Class 20 contains 35868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146974816.000000 Penalty: 68805.593750
Iteration 46Q: 21 clusters Score -1.469748e+08 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 91770 members 
Mstep: Class 3 contains 178323 members 
Mstep: Class 4 contains 73260 members 
Mstep: Class 5 contains 841 members 
Mstep: Class 6 contains 165008 members 
Mstep: Class 7 contains 89261 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 126642 members 
Mstep: Class 11 contains 10913 members 
Mstep: Class 12 contains 25467 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 11202 members 
Mstep: Class 15 contains 33459 members 
Mstep: Class 16 contains 5986 members 
Mstep: Class 17 contains 166829 members 
Mstep: Class 18 contains 325 members 
Mstep: Class 19 contains 35001 members 
Mstep: Class 20 contains 36492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146977072.000000 Penalty: 68805.593750
Iteration 47Q: 21 clusters Score -1.469771e+08 nChanged 16461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 90598 members 
Mstep: Class 3 contains 179003 members 
Mstep: Class 4 contains 72563 members 
Mstep: Class 5 contains 803 members 
Mstep: Class 6 contains 163287 members 
Mstep: Class 7 contains 88923 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 127442 members 
Mstep: Class 11 contains 11200 members 
Mstep: Class 12 contains 26683 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 11760 members 
Mstep: Class 15 contains 33715 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 166046 members 
Mstep: Class 18 contains 325 members 
Mstep: Class 19 contains 35408 members 
Mstep: Class 20 contains 37102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146980288.000000 Penalty: 68805.593750
Iteration 48Q: 21 clusters Score -1.469803e+08 nChanged 15406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 89471 members 
Mstep: Class 3 contains 179744 members 
Mstep: Class 4 contains 72025 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 161129 members 
Mstep: Class 7 contains 88625 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 128324 members 
Mstep: Class 11 contains 11464 members 
Mstep: Class 12 contains 28018 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 33943 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 17 contains 165346 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 19 contains 35790 members 
Mstep: Class 20 contains 37617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146983728.000000 Penalty: 68805.593750
Iteration 49Q: 21 clusters Score -1.469837e+08 nChanged 14702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 88455 members 
Mstep: Class 3 contains 180431 members 
Mstep: Class 4 contains 71586 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 158833 members 
Mstep: Class 7 contains 88248 members 
Mstep: Class 8 contains 1600 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 129385 members 
Mstep: Class 11 contains 11697 members 
Mstep: Class 12 contains 29379 members 
Mstep: Class 13 contains 2871 members 
Mstep: Class 14 contains 12848 members 
Mstep: Class 15 contains 34145 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 164690 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 19 contains 36160 members 
Mstep: Class 20 contains 38045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146987184.000000 Penalty: 68805.593750
Iteration 50Q: 21 clusters Score -1.469872e+08 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 87465 members 
Mstep: Class 3 contains 181042 members 
Mstep: Class 4 contains 71292 members 
Mstep: Class 5 contains 587 members 
Mstep: Class 6 contains 156266 members 
Mstep: Class 7 contains 87870 members 
Mstep: Class 8 contains 1625 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 130508 members 
Mstep: Class 11 contains 11953 members 
Mstep: Class 12 contains 30721 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 13399 members 
Mstep: Class 15 contains 34339 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 164236 members 
Mstep: Class 18 contains 324 members 
Mstep: Class 19 contains 36507 members 
Mstep: Class 20 contains 38412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146991264.000000 Penalty: 68805.593750
Iteration 51Q: 21 clusters Score -1.469913e+08 nChanged 13752
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 86518 members 
Mstep: Class 3 contains 181530 members 
Mstep: Class 4 contains 70936 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 153791 members 
Mstep: Class 7 contains 87688 members 
Mstep: Class 8 contains 1641 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 131486 members 
Mstep: Class 11 contains 12188 members 
Mstep: Class 12 contains 32053 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 13889 members 
Mstep: Class 15 contains 34543 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 17 contains 163902 members 
Mstep: Class 18 contains 323 members 
Mstep: Class 19 contains 36865 members 
Mstep: Class 20 contains 38727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3401.748535 but Gain 3440.281250
Score: -146994496.000000 Penalty: 65365.312500
Iteration 52Q: 20 clusters Score -1.469945e+08 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 85516 members 
Mstep: Class 3 contains 181828 members 
Mstep: Class 4 contains 70435 members 
Mstep: Class 6 contains 151660 members 
Mstep: Class 7 contains 87685 members 
Mstep: Class 8 contains 1662 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 132471 members 
Mstep: Class 11 contains 12440 members 
Mstep: Class 12 contains 33332 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 14 contains 14334 members 
Mstep: Class 15 contains 34726 members 
Mstep: Class 16 contains 5206 members 
Mstep: Class 17 contains 163674 members 
Mstep: Class 18 contains 494 members 
Mstep: Class 19 contains 37192 members 
Mstep: Class 20 contains 38992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146999056.000000 Penalty: 65365.312500
Iteration 53Q: 20 clusters Score -1.469991e+08 nChanged 12847
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 84434 members 
Mstep: Class 3 contains 182105 members 
Mstep: Class 4 contains 69930 members 
Mstep: Class 6 contains 149567 members 
Mstep: Class 7 contains 87808 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 133568 members 
Mstep: Class 11 contains 12679 members 
Mstep: Class 12 contains 34523 members 
Mstep: Class 13 contains 3351 members 
Mstep: Class 14 contains 14744 members 
Mstep: Class 15 contains 34891 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 163414 members 
Mstep: Class 18 contains 509 members 
Mstep: Class 19 contains 37496 members 
Mstep: Class 20 contains 39196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147002256.000000 Penalty: 65365.312500
Iteration 54Q: 20 clusters Score -1.470023e+08 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 83311 members 
Mstep: Class 3 contains 182353 members 
Mstep: Class 4 contains 69362 members 
Mstep: Class 6 contains 147654 members 
Mstep: Class 7 contains 88068 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 134646 members 
Mstep: Class 11 contains 12900 members 
Mstep: Class 12 contains 35641 members 
Mstep: Class 13 contains 3365 members 
Mstep: Class 14 contains 15091 members 
Mstep: Class 15 contains 35035 members 
Mstep: Class 16 contains 4933 members 
Mstep: Class 17 contains 163219 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 37782 members 
Mstep: Class 20 contains 39406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147004608.000000 Penalty: 65365.312500
Iteration 55Q: 20 clusters Score -1.470046e+08 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 82172 members 
Mstep: Class 3 contains 182517 members 
Mstep: Class 4 contains 68679 members 
Mstep: Class 6 contains 146070 members 
Mstep: Class 7 contains 88419 members 
Mstep: Class 8 contains 1709 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 135660 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 36658 members 
Mstep: Class 13 contains 3368 members 
Mstep: Class 14 contains 15392 members 
Mstep: Class 15 contains 35146 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 17 contains 163090 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 38047 members 
Mstep: Class 20 contains 39636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147005584.000000 Penalty: 65365.312500
Iteration 56Q: 20 clusters Score -1.470056e+08 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 80983 members 
Mstep: Class 3 contains 182703 members 
Mstep: Class 4 contains 67987 members 
Mstep: Class 6 contains 144569 members 
Mstep: Class 7 contains 88801 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 136703 members 
Mstep: Class 11 contains 13331 members 
Mstep: Class 12 contains 37626 members 
Mstep: Class 13 contains 3370 members 
Mstep: Class 14 contains 15680 members 
Mstep: Class 15 contains 35278 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 162911 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 38283 members 
Mstep: Class 20 contains 39846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147007088.000000 Penalty: 65365.312500
Iteration 57Q: 20 clusters Score -1.470071e+08 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 79787 members 
Mstep: Class 3 contains 182905 members 
Mstep: Class 4 contains 67361 members 
Mstep: Class 6 contains 143255 members 
Mstep: Class 7 contains 89225 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 137684 members 
Mstep: Class 11 contains 13581 members 
Mstep: Class 12 contains 38520 members 
Mstep: Class 13 contains 3369 members 
Mstep: Class 14 contains 15908 members 
Mstep: Class 15 contains 35388 members 
Mstep: Class 16 contains 4559 members 
Mstep: Class 17 contains 162634 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 38513 members 
Mstep: Class 20 contains 40031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147008416.000000 Penalty: 65365.312500
Iteration 58Q: 20 clusters Score -1.470084e+08 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 78592 members 
Mstep: Class 3 contains 183037 members 
Mstep: Class 4 contains 66786 members 
Mstep: Class 6 contains 142206 members 
Mstep: Class 7 contains 89611 members 
Mstep: Class 8 contains 1750 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 138547 members 
Mstep: Class 11 contains 13832 members 
Mstep: Class 12 contains 39373 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 14 contains 16137 members 
Mstep: Class 15 contains 35487 members 
Mstep: Class 16 contains 4469 members 
Mstep: Class 17 contains 162333 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 38722 members 
Mstep: Class 20 contains 40203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147009728.000000 Penalty: 65365.312500
Iteration 59Q: 20 clusters Score -1.470097e+08 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 77332 members 
Mstep: Class 3 contains 183280 members 
Mstep: Class 4 contains 66224 members 
Mstep: Class 6 contains 141257 members 
Mstep: Class 7 contains 90081 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 139299 members 
Mstep: Class 11 contains 14065 members 
Mstep: Class 12 contains 40161 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 35578 members 
Mstep: Class 16 contains 4373 members 
Mstep: Class 17 contains 162059 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 38934 members 
Mstep: Class 20 contains 40338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147011520.000000 Penalty: 65365.312500
Iteration 60F: 20 clusters Score -1.470115e+08 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1851 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 76065 members 
Mstep: Class 3 contains 183497 members 
Mstep: Class 4 contains 65857 members 
Mstep: Class 6 contains 140169 members 
Mstep: Class 7 contains 90376 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 525 members 
Mstep: Class 10 contains 139944 members 
Mstep: Class 11 contains 14288 members 
Mstep: Class 12 contains 40997 members 
Mstep: Class 13 contains 3374 members 
Mstep: Class 14 contains 16774 members 
Mstep: Class 15 contains 35659 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 161742 members 
Mstep: Class 18 contains 528 members 
Mstep: Class 19 contains 39109 members 
Mstep: Class 20 contains 40458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147013360.000000 Penalty: 65365.312500
Iteration 61Q: 20 clusters Score -1.470134e+08 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 74740 members 
Mstep: Class 3 contains 183714 members 
Mstep: Class 4 contains 65515 members 
Mstep: Class 6 contains 139300 members 
Mstep: Class 7 contains 90691 members 
Mstep: Class 8 contains 1893 members 
Mstep: Class 9 contains 525 members 
Mstep: Class 10 contains 140562 members 
Mstep: Class 11 contains 14530 members 
Mstep: Class 12 contains 41848 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 14 contains 17106 members 
Mstep: Class 15 contains 35719 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 17 contains 161388 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 39272 members 
Mstep: Class 20 contains 40548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147014640.000000 Penalty: 65365.312500
Iteration 62Q: 20 clusters Score -1.470146e+08 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 73481 members 
Mstep: Class 3 contains 183932 members 
Mstep: Class 4 contains 65212 members 
Mstep: Class 6 contains 138544 members 
Mstep: Class 7 contains 91028 members 
Mstep: Class 8 contains 1942 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 141069 members 
Mstep: Class 11 contains 14777 members 
Mstep: Class 12 contains 42656 members 
Mstep: Class 13 contains 3370 members 
Mstep: Class 14 contains 17384 members 
Mstep: Class 15 contains 35761 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 161053 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 39395 members 
Mstep: Class 20 contains 40639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147015088.000000 Penalty: 65365.312500
Iteration 63Q: 20 clusters Score -1.470151e+08 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 72187 members 
Mstep: Class 3 contains 184030 members 
Mstep: Class 4 contains 64935 members 
Mstep: Class 6 contains 137883 members 
Mstep: Class 7 contains 91402 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 141588 members 
Mstep: Class 11 contains 15021 members 
Mstep: Class 12 contains 43451 members 
Mstep: Class 13 contains 3369 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 15 contains 35807 members 
Mstep: Class 16 contains 4169 members 
Mstep: Class 17 contains 160754 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 39502 members 
Mstep: Class 20 contains 40749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147015920.000000 Penalty: 65365.312500
Iteration 64Q: 20 clusters Score -1.470159e+08 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 70881 members 
Mstep: Class 3 contains 184085 members 
Mstep: Class 4 contains 64640 members 
Mstep: Class 6 contains 137376 members 
Mstep: Class 7 contains 91794 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 142049 members 
Mstep: Class 11 contains 15285 members 
Mstep: Class 12 contains 44230 members 
Mstep: Class 13 contains 3369 members 
Mstep: Class 14 contains 17849 members 
Mstep: Class 15 contains 35840 members 
Mstep: Class 16 contains 4099 members 
Mstep: Class 17 contains 160490 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 39587 members 
Mstep: Class 20 contains 40851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017040.000000 Penalty: 65365.312500
Iteration 65Q: 20 clusters Score -1.47017e+08 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 69531 members 
Mstep: Class 3 contains 184193 members 
Mstep: Class 4 contains 64337 members 
Mstep: Class 6 contains 136958 members 
Mstep: Class 7 contains 92177 members 
Mstep: Class 8 contains 2090 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 142530 members 
Mstep: Class 11 contains 15508 members 
Mstep: Class 12 contains 44926 members 
Mstep: Class 13 contains 3369 members 
Mstep: Class 14 contains 18043 members 
Mstep: Class 15 contains 35857 members 
Mstep: Class 16 contains 4061 members 
Mstep: Class 17 contains 160304 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 39646 members 
Mstep: Class 20 contains 40929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017728.000000 Penalty: 65365.312500
Iteration 66Q: 20 clusters Score -1.470177e+08 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 68148 members 
Mstep: Class 3 contains 184307 members 
Mstep: Class 4 contains 64081 members 
Mstep: Class 6 contains 136621 members 
Mstep: Class 7 contains 92493 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 142999 members 
Mstep: Class 11 contains 15708 members 
Mstep: Class 12 contains 45639 members 
Mstep: Class 13 contains 3369 members 
Mstep: Class 14 contains 18216 members 
Mstep: Class 15 contains 35884 members 
Mstep: Class 16 contains 4039 members 
Mstep: Class 17 contains 160113 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 39714 members 
Mstep: Class 20 contains 40990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018256.000000 Penalty: 65365.312500
Iteration 67Q: 20 clusters Score -1.470183e+08 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 66766 members 
Mstep: Class 3 contains 184311 members 
Mstep: Class 4 contains 63844 members 
Mstep: Class 6 contains 136462 members 
Mstep: Class 7 contains 92760 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 143422 members 
Mstep: Class 11 contains 15942 members 
Mstep: Class 12 contains 46310 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 14 contains 18364 members 
Mstep: Class 15 contains 35902 members 
Mstep: Class 16 contains 4012 members 
Mstep: Class 17 contains 159988 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 39767 members 
Mstep: Class 20 contains 41040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018160.000000 Penalty: 65365.312500
Iteration 68Q: 20 clusters Score -1.470182e+08 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 65432 members 
Mstep: Class 3 contains 184288 members 
Mstep: Class 4 contains 63629 members 
Mstep: Class 6 contains 136263 members 
Mstep: Class 7 contains 93065 members 
Mstep: Class 8 contains 2246 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 143813 members 
Mstep: Class 11 contains 16151 members 
Mstep: Class 12 contains 46953 members 
Mstep: Class 13 contains 3375 members 
Mstep: Class 14 contains 18468 members 
Mstep: Class 15 contains 35927 members 
Mstep: Class 16 contains 3992 members 
Mstep: Class 17 contains 159928 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 39837 members 
Mstep: Class 20 contains 41092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018512.000000 Penalty: 65365.312500
Iteration 69Q: 20 clusters Score -1.470185e+08 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 64096 members 
Mstep: Class 3 contains 184327 members 
Mstep: Class 4 contains 63467 members 
Mstep: Class 6 contains 136122 members 
Mstep: Class 7 contains 93349 members 
Mstep: Class 8 contains 2292 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 144139 members 
Mstep: Class 11 contains 16383 members 
Mstep: Class 12 contains 47566 members 
Mstep: Class 13 contains 3375 members 
Mstep: Class 14 contains 18538 members 
Mstep: Class 15 contains 35945 members 
Mstep: Class 16 contains 3961 members 
Mstep: Class 17 contains 159877 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 39904 members 
Mstep: Class 20 contains 41118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147019536.000000 Penalty: 65365.312500
Iteration 70Q: 20 clusters Score -1.470195e+08 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 62811 members 
Mstep: Class 3 contains 184361 members 
Mstep: Class 4 contains 63319 members 
Mstep: Class 6 contains 135948 members 
Mstep: Class 7 contains 93610 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 144456 members 
Mstep: Class 11 contains 16601 members 
Mstep: Class 12 contains 48160 members 
Mstep: Class 13 contains 3374 members 
Mstep: Class 14 contains 18573 members 
Mstep: Class 15 contains 35946 members 
Mstep: Class 16 contains 3938 members 
Mstep: Class 17 contains 159916 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 39974 members 
Mstep: Class 20 contains 41131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147020048.000000 Penalty: 65365.312500
Iteration 71Q: 20 clusters Score -1.4702e+08 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 61614 members 
Mstep: Class 3 contains 184431 members 
Mstep: Class 4 contains 63154 members 
Mstep: Class 6 contains 135739 members 
Mstep: Class 7 contains 93898 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 144750 members 
Mstep: Class 11 contains 16795 members 
Mstep: Class 12 contains 48693 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 14 contains 18569 members 
Mstep: Class 15 contains 35954 members 
Mstep: Class 16 contains 3914 members 
Mstep: Class 17 contains 159974 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 40034 members 
Mstep: Class 20 contains 41163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147020464.000000 Penalty: 65365.312500
Iteration 72Q: 20 clusters Score -1.470205e+08 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 60494 members 
Mstep: Class 3 contains 184456 members 
Mstep: Class 4 contains 63027 members 
Mstep: Class 6 contains 135538 members 
Mstep: Class 7 contains 94176 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 144981 members 
Mstep: Class 11 contains 16983 members 
Mstep: Class 12 contains 49229 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 14 contains 18551 members 
Mstep: Class 15 contains 35943 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 160111 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 40070 members 
Mstep: Class 20 contains 41194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147021200.000000 Penalty: 65365.312500
Iteration 73Q: 20 clusters Score -1.470212e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 59397 members 
Mstep: Class 3 contains 184469 members 
Mstep: Class 4 contains 62920 members 
Mstep: Class 6 contains 135366 members 
Mstep: Class 7 contains 94411 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 145233 members 
Mstep: Class 11 contains 17187 members 
Mstep: Class 12 contains 49694 members 
Mstep: Class 13 contains 3374 members 
Mstep: Class 14 contains 18538 members 
Mstep: Class 15 contains 35940 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 160236 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 40118 members 
Mstep: Class 20 contains 41234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147021776.000000 Penalty: 65365.312500
Iteration 74Q: 20 clusters Score -1.470218e+08 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 58396 members 
Mstep: Class 3 contains 184476 members 
Mstep: Class 4 contains 62828 members 
Mstep: Class 6 contains 135117 members 
Mstep: Class 7 contains 94641 members 
Mstep: Class 8 contains 2493 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 145459 members 
Mstep: Class 11 contains 17388 members 
Mstep: Class 12 contains 50136 members 
Mstep: Class 13 contains 3374 members 
Mstep: Class 14 contains 18490 members 
Mstep: Class 15 contains 35940 members 
Mstep: Class 16 contains 3870 members 
Mstep: Class 17 contains 160412 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 40154 members 
Mstep: Class 20 contains 41285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147022080.000000 Penalty: 65365.312500
Iteration 75Q: 20 clusters Score -1.470221e+08 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 57454 members 
Mstep: Class 3 contains 184525 members 
Mstep: Class 4 contains 62753 members 
Mstep: Class 6 contains 134883 members 
Mstep: Class 7 contains 94795 members 
Mstep: Class 8 contains 2529 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 145695 members 
Mstep: Class 11 contains 17558 members 
Mstep: Class 12 contains 50574 members 
Mstep: Class 13 contains 3374 members 
Mstep: Class 14 contains 18417 members 
Mstep: Class 15 contains 35939 members 
Mstep: Class 16 contains 3864 members 
Mstep: Class 17 contains 160610 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 40179 members 
Mstep: Class 20 contains 41310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147022224.000000 Penalty: 65365.312500
Iteration 76Q: 20 clusters Score -1.470222e+08 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 56480 members 
Mstep: Class 3 contains 184559 members 
Mstep: Class 4 contains 62687 members 
Mstep: Class 6 contains 134708 members 
Mstep: Class 7 contains 94946 members 
Mstep: Class 8 contains 2560 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 145924 members 
Mstep: Class 11 contains 17744 members 
Mstep: Class 12 contains 51021 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 14 contains 18339 members 
Mstep: Class 15 contains 35945 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 160808 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 40185 members 
Mstep: Class 20 contains 41324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147022336.000000 Penalty: 65365.312500
Iteration 77Q: 20 clusters Score -1.470223e+08 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 55553 members 
Mstep: Class 3 contains 184611 members 
Mstep: Class 4 contains 62624 members 
Mstep: Class 6 contains 134529 members 
Mstep: Class 7 contains 95080 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 146121 members 
Mstep: Class 11 contains 17928 members 
Mstep: Class 12 contains 51447 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 14 contains 18235 members 
Mstep: Class 15 contains 35946 members 
Mstep: Class 16 contains 3857 members 
Mstep: Class 17 contains 161032 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 40188 members 
Mstep: Class 20 contains 41348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147022704.000000 Penalty: 65365.312500
Iteration 78Q: 20 clusters Score -1.470227e+08 nChanged 3472
Entering ConstructFrom: 
Score: -147022704.000000 Penalty: 65365.312500
Entering ConstructFrom: 
Trying to split cluster 1 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -104116.937500 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -104116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102483.804688 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -102483.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103278.648438 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -103278.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103649.093750 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -103649.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -103751.437500 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -103751.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -103798.679688 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -103798.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -103827.476562 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -103827.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -103846.132812 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -103846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -103857.289062 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -103857.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -103866.664062 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -103866.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -103874.546875 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -103874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -103883.898438 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -103883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -103883.898438 Penalty: 3347.965820
	Iteration 11F: 3 clusters Score -103883.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Entering Unmasked Estep 
Score: -7757229.500000 Penalty: 2705.671631
	Iteration 0F: 2 clusters Score -7757230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -7720311.500000 Penalty: 5411.343262
	Iteration 0F: 3 clusters Score -7720312 nChanged 25303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -7734361.500000 Penalty: 5411.343262
	Iteration 1F: 3 clusters Score -7734362 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -7734875.000000 Penalty: 5411.343262
	Iteration 2Q: 3 clusters Score -7734875 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -7735289.500000 Penalty: 5411.343262
	Iteration 3Q: 3 clusters Score -7735290 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -7735811.000000 Penalty: 5411.343262
	Iteration 4Q: 3 clusters Score -7735811 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -7736483.500000 Penalty: 5411.343262
	Iteration 5Q: 3 clusters Score -7736484 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -7737427.000000 Penalty: 5411.343262
	Iteration 6Q: 3 clusters Score -7737427 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -7738952.000000 Penalty: 5411.343262
	Iteration 7F: 3 clusters Score -7738952 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -7741465.000000 Penalty: 5411.343262
	Iteration 8F: 3 clusters Score -7741465 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -7745292.000000 Penalty: 5411.343262
	Iteration 9F: 3 clusters Score -7745292 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -7749580.000000 Penalty: 5411.343262
	Iteration 10F: 3 clusters Score -7749580 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7752701.500000 Penalty: 5411.343262
	Iteration 11F: 3 clusters Score -7752702 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7754053.500000 Penalty: 5411.343262
	Iteration 12Q: 3 clusters Score -7754054 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7754501.500000 Penalty: 5411.343262
	Iteration 13Q: 3 clusters Score -7754502 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7754679.000000 Penalty: 5411.343262
	Iteration 14Q: 3 clusters Score -7754679 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7754758.500000 Penalty: 5411.343262
	Iteration 15Q: 3 clusters Score -7754758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7754799.500000 Penalty: 5411.343262
	Iteration 16Q: 3 clusters Score -7754800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7754809.500000 Penalty: 5411.343262
	Iteration 17Q: 3 clusters Score -7754810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7754821.000000 Penalty: 5411.343262
	Iteration 18Q: 3 clusters Score -7754821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7754835.000000 Penalty: 5411.343262
	Iteration 19Q: 3 clusters Score -7754835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7754852.500000 Penalty: 5411.343262
	Iteration 20F: 3 clusters Score -7754852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7754868.000000 Penalty: 5411.343262
	Iteration 21Q: 3 clusters Score -7754868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7754864.500000 Penalty: 5411.343262
	Iteration 22Q: 3 clusters Score -7754864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7754872.500000 Penalty: 5411.343262
	Iteration 23Q: 3 clusters Score -7754872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7754872.500000 Penalty: 5411.343262
	Iteration 24F: 3 clusters Score -7754872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (184660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184660 members 
Entering Unmasked Estep 
Score: -26233784.000000 Penalty: 3007.315186
	Iteration 0F: 2 clusters Score -2.623378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92462 members 
Mstep: Class 2 contains 92198 members 
Entering Unmasked Estep 
Score: -26136200.000000 Penalty: 6014.630371
	Iteration 0F: 3 clusters Score -2.61362e+07 nChanged 89074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -26187044.000000 Penalty: 6014.630371
	Iteration 1F: 3 clusters Score -2.618704e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -26187708.000000 Penalty: 6014.630371
	Iteration 2Q: 3 clusters Score -2.618771e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -26188554.000000 Penalty: 6014.630371
	Iteration 3Q: 3 clusters Score -2.618855e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -26189368.000000 Penalty: 6014.630371
	Iteration 4Q: 3 clusters Score -2.618937e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -26190112.000000 Penalty: 6014.630371
	Iteration 5Q: 3 clusters Score -2.619011e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95611 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -26190994.000000 Penalty: 6014.630371
	Iteration 6Q: 3 clusters Score -2.619099e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -26192166.000000 Penalty: 6014.630371
	Iteration 7Q: 3 clusters Score -2.619217e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Mstep: Class 2 contains 84775 members 
Entering Unmasked Estep 
Score: -26194058.000000 Penalty: 6014.630371
	Iteration 8Q: 3 clusters Score -2.619406e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103772 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -26197052.000000 Penalty: 6014.630371
	Iteration 9Q: 3 clusters Score -2.619705e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -26201566.000000 Penalty: 6014.630371
	Iteration 10Q: 3 clusters Score -2.620157e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116363 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -26207414.000000 Penalty: 6014.630371
	Iteration 11F: 3 clusters Score -2.620741e+07 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124610 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -26214036.000000 Penalty: 6014.630371
	Iteration 12F: 3 clusters Score -2.621404e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132886 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -26220226.000000 Penalty: 6014.630371
	Iteration 13F: 3 clusters Score -2.622023e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140333 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -26225256.000000 Penalty: 6014.630371
	Iteration 14F: 3 clusters Score -2.622526e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146158 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -26228732.000000 Penalty: 6014.630371
	Iteration 15Q: 3 clusters Score -2.622873e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150190 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -26230670.000000 Penalty: 6014.630371
	Iteration 16Q: 3 clusters Score -2.623067e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152819 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -26231732.000000 Penalty: 6014.630371
	Iteration 17Q: 3 clusters Score -2.623173e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -26232420.000000 Penalty: 6014.630371
	Iteration 18Q: 3 clusters Score -2.623242e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155921 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -26232616.000000 Penalty: 6014.630371
	Iteration 19Q: 3 clusters Score -2.623262e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156803 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -26232818.000000 Penalty: 6014.630371
	Iteration 20F: 3 clusters Score -2.623282e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157461 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -26232922.000000 Penalty: 6014.630371
	Iteration 21Q: 3 clusters Score -2.623292e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157929 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -26233048.000000 Penalty: 6014.630371
	Iteration 22Q: 3 clusters Score -2.623305e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158320 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -26233080.000000 Penalty: 6014.630371
	Iteration 23Q: 3 clusters Score -2.623308e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158606 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -26233084.000000 Penalty: 6014.630371
	Iteration 24Q: 3 clusters Score -2.623308e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158858 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -26233208.000000 Penalty: 6014.630371
	Iteration 25Q: 3 clusters Score -2.623321e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159081 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -26233250.000000 Penalty: 6014.630371
	Iteration 26Q: 3 clusters Score -2.623325e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159266 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -26233316.000000 Penalty: 6014.630371
	Iteration 27Q: 3 clusters Score -2.623332e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159439 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -26233230.000000 Penalty: 6014.630371
	Iteration 28Q: 3 clusters Score -2.623323e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159590 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -26233326.000000 Penalty: 6014.630371
	Iteration 29Q: 3 clusters Score -2.623333e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159740 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -26233308.000000 Penalty: 6014.630371
	Iteration 30Q: 3 clusters Score -2.623331e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159840 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -26233382.000000 Penalty: 6014.630371
	Iteration 31Q: 3 clusters Score -2.623338e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159897 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -26233440.000000 Penalty: 6014.630371
	Iteration 32Q: 3 clusters Score -2.623344e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159954 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -26233460.000000 Penalty: 6014.630371
	Iteration 33Q: 3 clusters Score -2.623346e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -26233540.000000 Penalty: 6014.630371
	Iteration 34Q: 3 clusters Score -2.623354e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159961 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -26233610.000000 Penalty: 6014.630371
	Iteration 35Q: 3 clusters Score -2.623361e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159927 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -26233624.000000 Penalty: 6014.630371
	Iteration 36Q: 3 clusters Score -2.623362e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159921 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -26233588.000000 Penalty: 6014.630371
	Iteration 37Q: 3 clusters Score -2.623359e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159929 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -26233630.000000 Penalty: 6014.630371
	Iteration 38Q: 3 clusters Score -2.623363e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159915 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -26233650.000000 Penalty: 6014.630371
	Iteration 39Q: 3 clusters Score -2.623365e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159865 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -26233686.000000 Penalty: 6014.630371
	Iteration 40F: 3 clusters Score -2.623369e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159814 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -26233670.000000 Penalty: 6014.630371
	Iteration 41Q: 3 clusters Score -2.623367e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159768 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -26233702.000000 Penalty: 6014.630371
	Iteration 42Q: 3 clusters Score -2.62337e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -26233800.000000 Penalty: 6014.630371
	Iteration 43Q: 3 clusters Score -2.62338e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159677 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -26233790.000000 Penalty: 6014.630371
	Iteration 44Q: 3 clusters Score -2.623379e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159643 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -26233872.000000 Penalty: 6014.630371
	Iteration 45Q: 3 clusters Score -2.623387e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159570 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -26233884.000000 Penalty: 6014.630371
	Iteration 46Q: 3 clusters Score -2.623388e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159504 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -26233882.000000 Penalty: 6014.630371
	Iteration 47Q: 3 clusters Score -2.623388e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159422 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -26233930.000000 Penalty: 6014.630371
	Iteration 48Q: 3 clusters Score -2.623393e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159360 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -26233942.000000 Penalty: 6014.630371
	Iteration 49Q: 3 clusters Score -2.623394e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159297 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -26233996.000000 Penalty: 6014.630371
	Iteration 50Q: 3 clusters Score -2.6234e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159242 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -26234058.000000 Penalty: 6014.630371
	Iteration 51Q: 3 clusters Score -2.623406e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159175 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -26234080.000000 Penalty: 6014.630371
	Iteration 52Q: 3 clusters Score -2.623408e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159098 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -26234072.000000 Penalty: 6014.630371
	Iteration 53Q: 3 clusters Score -2.623407e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -26234120.000000 Penalty: 6014.630371
	Iteration 54Q: 3 clusters Score -2.623412e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159004 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -26234142.000000 Penalty: 6014.630371
	Iteration 55Q: 3 clusters Score -2.623414e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158954 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -26234160.000000 Penalty: 6014.630371
	Iteration 56Q: 3 clusters Score -2.623416e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158910 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -26234154.000000 Penalty: 6014.630371
	Iteration 57Q: 3 clusters Score -2.623415e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158859 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -26234188.000000 Penalty: 6014.630371
	Iteration 58Q: 3 clusters Score -2.623419e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158822 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -26234184.000000 Penalty: 6014.630371
	Iteration 59Q: 3 clusters Score -2.623418e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158789 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -26234182.000000 Penalty: 6014.630371
	Iteration 60F: 3 clusters Score -2.623418e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158761 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -26234194.000000 Penalty: 6014.630371
	Iteration 61Q: 3 clusters Score -2.623419e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158753 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -26234242.000000 Penalty: 6014.630371
	Iteration 62Q: 3 clusters Score -2.623424e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158740 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -26234248.000000 Penalty: 6014.630371
	Iteration 63Q: 3 clusters Score -2.623425e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158727 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -26234340.000000 Penalty: 6014.630371
	Iteration 64Q: 3 clusters Score -2.623434e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158698 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -26234348.000000 Penalty: 6014.630371
	Iteration 65Q: 3 clusters Score -2.623435e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158678 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -26234380.000000 Penalty: 6014.630371
	Iteration 66Q: 3 clusters Score -2.623438e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158653 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -26234386.000000 Penalty: 6014.630371
	Iteration 67Q: 3 clusters Score -2.623439e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158632 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -26234420.000000 Penalty: 6014.630371
	Iteration 68Q: 3 clusters Score -2.623442e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158619 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -26234422.000000 Penalty: 6014.630371
	Iteration 69Q: 3 clusters Score -2.623442e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158597 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -26234450.000000 Penalty: 6014.630371
	Iteration 70Q: 3 clusters Score -2.623445e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158571 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -26234464.000000 Penalty: 6014.630371
	Iteration 71Q: 3 clusters Score -2.623446e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158553 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -26234480.000000 Penalty: 6014.630371
	Iteration 72Q: 3 clusters Score -2.623448e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158528 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -26234472.000000 Penalty: 6014.630371
	Iteration 73Q: 3 clusters Score -2.623447e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158491 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -26234500.000000 Penalty: 6014.630371
	Iteration 74Q: 3 clusters Score -2.62345e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158460 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -26234480.000000 Penalty: 6014.630371
	Iteration 75Q: 3 clusters Score -2.623448e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158428 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -26234432.000000 Penalty: 6014.630371
	Iteration 76Q: 3 clusters Score -2.623443e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158413 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -26234434.000000 Penalty: 6014.630371
	Iteration 77Q: 3 clusters Score -2.623443e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158429 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -26234476.000000 Penalty: 6014.630371
	Iteration 78Q: 3 clusters Score -2.623448e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158427 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -26234520.000000 Penalty: 6014.630371
	Iteration 79Q: 3 clusters Score -2.623452e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158426 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -26234546.000000 Penalty: 6014.630371
	Iteration 80F: 3 clusters Score -2.623455e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158419 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -26234536.000000 Penalty: 6014.630371
	Iteration 81Q: 3 clusters Score -2.623454e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158410 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -26234564.000000 Penalty: 6014.630371
	Iteration 82Q: 3 clusters Score -2.623456e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158394 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -26234598.000000 Penalty: 6014.630371
	Iteration 83Q: 3 clusters Score -2.62346e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158385 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -26234612.000000 Penalty: 6014.630371
	Iteration 84Q: 3 clusters Score -2.623461e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158384 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -26234572.000000 Penalty: 6014.630371
	Iteration 85Q: 3 clusters Score -2.623457e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158387 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -26234602.000000 Penalty: 6014.630371
	Iteration 86Q: 3 clusters Score -2.62346e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158379 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -26234606.000000 Penalty: 6014.630371
	Iteration 87Q: 3 clusters Score -2.623461e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158363 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -26234596.000000 Penalty: 6014.630371
	Iteration 88Q: 3 clusters Score -2.62346e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158348 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -26234598.000000 Penalty: 6014.630371
	Iteration 89Q: 3 clusters Score -2.62346e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158340 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -26234638.000000 Penalty: 6014.630371
	Iteration 90Q: 3 clusters Score -2.623464e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158333 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -26234642.000000 Penalty: 6014.630371
	Iteration 91Q: 3 clusters Score -2.623464e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158324 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -26234606.000000 Penalty: 6014.630371
	Iteration 92Q: 3 clusters Score -2.623461e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158314 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -26234580.000000 Penalty: 6014.630371
	Iteration 93Q: 3 clusters Score -2.623458e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158309 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -26234574.000000 Penalty: 6014.630371
	Iteration 94Q: 3 clusters Score -2.623457e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158300 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -26234600.000000 Penalty: 6014.630371
	Iteration 95Q: 3 clusters Score -2.62346e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158309 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -26234588.000000 Penalty: 6014.630371
	Iteration 96Q: 3 clusters Score -2.623459e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158306 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -26234632.000000 Penalty: 6014.630371
	Iteration 97Q: 3 clusters Score -2.623463e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158323 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -26234624.000000 Penalty: 6014.630371
	Iteration 98Q: 3 clusters Score -2.623462e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158322 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -26234600.000000 Penalty: 6014.630371
	Iteration 99Q: 3 clusters Score -2.62346e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158324 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -26234626.000000 Penalty: 6014.630371
	Iteration 100F: 3 clusters Score -2.623463e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158320 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -26234640.000000 Penalty: 6014.630371
	Iteration 101Q: 3 clusters Score -2.623464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158319 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -26234642.000000 Penalty: 6014.630371
	Iteration 102Q: 3 clusters Score -2.623464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158321 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -26234624.000000 Penalty: 6014.630371
	Iteration 103Q: 3 clusters Score -2.623462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158326 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -26234646.000000 Penalty: 6014.630371
	Iteration 104Q: 3 clusters Score -2.623465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -26234648.000000 Penalty: 6014.630371
	Iteration 105Q: 3 clusters Score -2.623465e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158345 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -26234636.000000 Penalty: 6014.630371
	Iteration 106Q: 3 clusters Score -2.623464e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158354 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -26234642.000000 Penalty: 6014.630371
	Iteration 107Q: 3 clusters Score -2.623464e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158359 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -26234640.000000 Penalty: 6014.630371
	Iteration 108Q: 3 clusters Score -2.623464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158360 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -26234644.000000 Penalty: 6014.630371
	Iteration 109Q: 3 clusters Score -2.623464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158357 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -26234662.000000 Penalty: 6014.630371
	Iteration 110Q: 3 clusters Score -2.623466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158354 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -26234694.000000 Penalty: 6014.630371
	Iteration 111Q: 3 clusters Score -2.623469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158348 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -26234692.000000 Penalty: 6014.630371
	Iteration 112Q: 3 clusters Score -2.623469e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -26234670.000000 Penalty: 6014.630371
	Iteration 113Q: 3 clusters Score -2.623467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158352 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -26234648.000000 Penalty: 6014.630371
	Iteration 114Q: 3 clusters Score -2.623465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158352 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -26234666.000000 Penalty: 6014.630371
	Iteration 115Q: 3 clusters Score -2.623467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158357 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -26234664.000000 Penalty: 6014.630371
	Iteration 116Q: 3 clusters Score -2.623466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158361 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -26234684.000000 Penalty: 6014.630371
	Iteration 117Q: 3 clusters Score -2.623468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158364 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -26234686.000000 Penalty: 6014.630371
	Iteration 118Q: 3 clusters Score -2.623469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158375 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -26234686.000000 Penalty: 6014.630371
	Iteration 119Q: 3 clusters Score -2.623469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158380 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -26234670.000000 Penalty: 6014.630371
	Iteration 120F: 3 clusters Score -2.623467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158386 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -26234682.000000 Penalty: 6014.630371
	Iteration 121Q: 3 clusters Score -2.623468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158390 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -26234672.000000 Penalty: 6014.630371
	Iteration 122Q: 3 clusters Score -2.623467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158390 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -26234684.000000 Penalty: 6014.630371
	Iteration 123Q: 3 clusters Score -2.623468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158392 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -26234680.000000 Penalty: 6014.630371
	Iteration 124Q: 3 clusters Score -2.623468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -26234696.000000 Penalty: 6014.630371
	Iteration 125Q: 3 clusters Score -2.62347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -26234696.000000 Penalty: 6014.630371
	Iteration 126F: 3 clusters Score -2.62347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 54719 members 
Mstep: Class 3 contains 158393 members 
Mstep: Class 4 contains 62550 members 
Mstep: Class 5 contains 26267 members 
Mstep: Class 6 contains 134319 members 
Mstep: Class 7 contains 95209 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 146285 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 51884 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 14 contains 18135 members 
Mstep: Class 15 contains 35938 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 161255 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 40208 members 
Mstep: Class 20 contains 41353 members 
Entering Unmasked Estep 
Score: -147023440.000000 Penalty: 68805.593750
Splitting cluster 3 changes total score from -147022704.000000 to -147023440.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (62550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Entering Unmasked Estep 
Score: -8920730.000000 Penalty: 2738.842773
	Iteration 0F: 2 clusters Score -8920730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -8878781.000000 Penalty: 5477.685547
	Iteration 0F: 3 clusters Score -8878781 nChanged 29004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -8895033.000000 Penalty: 5477.685547
	Iteration 1F: 3 clusters Score -8895033 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -8895532.000000 Penalty: 5477.685547
	Iteration 2Q: 3 clusters Score -8895532 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -8896071.000000 Penalty: 5477.685547
	Iteration 3Q: 3 clusters Score -8896071 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -8896770.000000 Penalty: 5477.685547
	Iteration 4Q: 3 clusters Score -8896770 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -8897565.000000 Penalty: 5477.685547
	Iteration 5Q: 3 clusters Score -8897565 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -8898508.000000 Penalty: 5477.685547
	Iteration 6Q: 3 clusters Score -8898508 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -8899780.000000 Penalty: 5477.685547
	Iteration 7Q: 3 clusters Score -8899780 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8901318 nChanged 3085
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8905511 nChanged 3490
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8907494 nChanged 2969
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8908949 nChanged 2163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8909708 nChanged 1448
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8910068 nChanged 956
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8910485 nChanged 702
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8910593 nChanged 663
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8910728 nChanged 621
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8910878 nChanged 585
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8910988 nChanged 546
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8911045 nChanged 529
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8911118 nChanged 491
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Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8911186 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8911248 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8911271 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8911324 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8911363 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8911407 nChanged 314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8911467 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8911496 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8911536 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -8911560.000000 Penalty: 5477.685547
	Iteration 32Q: 3 clusters Score -8911560 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8911567 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8911595 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32851 members 
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Entering Unmasked Estep 
Score: -8911659.000000 Penalty: 5477.685547
	Iteration 35Q: 3 clusters Score -8911659 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32685 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8911678 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32549 members 
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Entering Unmasked Estep 
Score: -8911714.000000 Penalty: 5477.685547
	Iteration 37Q: 3 clusters Score -8911714 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -8911719.000000 Penalty: 5477.685547
	Iteration 38Q: 3 clusters Score -8911719 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -8911741.000000 Penalty: 5477.685547
	Iteration 39Q: 3 clusters Score -8911741 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32072 members 
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Entering Unmasked Estep 
Score: -8911779.000000 Penalty: 5477.685547
	Iteration 40F: 3 clusters Score -8911779 nChanged 218
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Mstep: Class 1 contains 31908 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8911797 nChanged 220
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Mstep: Class 1 contains 31738 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8911811 nChanged 206
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8911839 nChanged 178
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Mstep: Class 1 contains 31434 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8911866 nChanged 186
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8911869 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31121 members 
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Entering Unmasked Estep 
Score: -8911913.000000 Penalty: 5477.685547
	Iteration 46Q: 3 clusters Score -8911913 nChanged 218
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Mstep: Class 1 contains 30939 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8911936 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
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Entering Unmasked Estep 
Score: -8911930.000000 Penalty: 5477.685547
	Iteration 48Q: 3 clusters Score -8911930 nChanged 198
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Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8911908 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -8911924.000000 Penalty: 5477.685547
	Iteration 50Q: 3 clusters Score -8911924 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -8911941.000000 Penalty: 5477.685547
	Iteration 51Q: 3 clusters Score -8911941 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -8911950.000000 Penalty: 5477.685547
	Iteration 52Q: 3 clusters Score -8911950 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29910 members 
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Entering Unmasked Estep 
Score: -8911962.000000 Penalty: 5477.685547
	Iteration 53Q: 3 clusters Score -8911962 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29749 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8911969 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29599 members 
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Entering Unmasked Estep 
Score: -8912007.000000 Penalty: 5477.685547
	Iteration 55Q: 3 clusters Score -8912007 nChanged 171
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Entering Unmasked Estep 
Score: -8912000.000000 Penalty: 5477.685547
	Iteration 56Q: 3 clusters Score -8912000 nChanged 180
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8911989 nChanged 175
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8911992.000000 Penalty: 5477.685547
	Iteration 58Q: 3 clusters Score -8911992 nChanged 188
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8912017.000000 Penalty: 5477.685547
	Iteration 59Q: 3 clusters Score -8912017 nChanged 183
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Entering Unmasked Estep 
Score: -8912015.000000 Penalty: 5477.685547
	Iteration 60F: 3 clusters Score -8912015 nChanged 208
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Mstep: Class 1 contains 28566 members 
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Entering Unmasked Estep 
Score: -8912041.000000 Penalty: 5477.685547
	Iteration 61Q: 3 clusters Score -8912041 nChanged 216
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8912083 nChanged 239
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Entering Unmasked Estep 
Score: -8912114.000000 Penalty: 5477.685547
	Iteration 63Q: 3 clusters Score -8912114 nChanged 257
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Mstep: Class 1 contains 27892 members 
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Entering Unmasked Estep 
Score: -8912132.000000 Penalty: 5477.685547
	Iteration 64Q: 3 clusters Score -8912132 nChanged 240
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Mstep: Class 1 contains 27662 members 
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Entering Unmasked Estep 
Score: -8912160.000000 Penalty: 5477.685547
	Iteration 65Q: 3 clusters Score -8912160 nChanged 238
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Mstep: Class 1 contains 27438 members 
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Entering Unmasked Estep 
Score: -8912171.000000 Penalty: 5477.685547
	Iteration 66Q: 3 clusters Score -8912171 nChanged 238
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8912200 nChanged 273
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Mstep: Class 1 contains 26945 members 
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Entering Unmasked Estep 
Score: -8912253.000000 Penalty: 5477.685547
	Iteration 68Q: 3 clusters Score -8912253 nChanged 281
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Mstep: Class 1 contains 26672 members 
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Entering Unmasked Estep 
Score: -8912282.000000 Penalty: 5477.685547
	Iteration 69Q: 3 clusters Score -8912282 nChanged 290
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Mstep: Class 1 contains 26384 members 
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Entering Unmasked Estep 
Score: -8912336.000000 Penalty: 5477.685547
	Iteration 70Q: 3 clusters Score -8912336 nChanged 295
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Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -8912339.000000 Penalty: 5477.685547
	Iteration 71Q: 3 clusters Score -8912339 nChanged 289
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Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8912372 nChanged 303
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Mstep: Class 1 contains 25505 members 
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Entering Unmasked Estep 
Score: -8912406.000000 Penalty: 5477.685547
	Iteration 73Q: 3 clusters Score -8912406 nChanged 351
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Mstep: Class 1 contains 25160 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8912486 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -8912500.000000 Penalty: 5477.685547
	Iteration 75Q: 3 clusters Score -8912500 nChanged 348
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Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8912555 nChanged 351
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Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -8912603.000000 Penalty: 5477.685547
	Iteration 77Q: 3 clusters Score -8912603 nChanged 348
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Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8912641 nChanged 365
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8912711 nChanged 383
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Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8912780 nChanged 409
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Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8912801 nChanged 425
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Mstep: Class 1 contains 22200 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8912843 nChanged 418
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Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -8912834.000000 Penalty: 5477.685547
	Iteration 83Q: 3 clusters Score -8912834 nChanged 425
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Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8912904 nChanged 432
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Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8912982 nChanged 442
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Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8913042 nChanged 433
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Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8913120 nChanged 461
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Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8913205 nChanged 454
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Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8913265 nChanged 497
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Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8913369 nChanged 515
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Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8913436 nChanged 530
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Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8913539 nChanged 546
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Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8913668 nChanged 589
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Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8913780 nChanged 558
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Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8913889 nChanged 601
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Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8914036 nChanged 672
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Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8914187 nChanged 665
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Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -8914359.000000 Penalty: 5477.685547
	Iteration 98Q: 3 clusters Score -8914359 nChanged 658
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Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -8914565.000000 Penalty: 5477.685547
	Iteration 99Q: 3 clusters Score -8914565 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -8914708.000000 Penalty: 5477.685547
	Iteration 100F: 3 clusters Score -8914708 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -8914954.000000 Penalty: 5477.685547
	Iteration 101Q: 3 clusters Score -8914954 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -8915097.000000 Penalty: 5477.685547
	Iteration 102Q: 3 clusters Score -8915097 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -8915263.000000 Penalty: 5477.685547
	Iteration 103Q: 3 clusters Score -8915263 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -8915452.000000 Penalty: 5477.685547
	Iteration 104Q: 3 clusters Score -8915452 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -8915667.000000 Penalty: 5477.685547
	Iteration 105Q: 3 clusters Score -8915667 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -8915815.000000 Penalty: 5477.685547
	Iteration 106Q: 3 clusters Score -8915815 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -8915968.000000 Penalty: 5477.685547
	Iteration 107Q: 3 clusters Score -8915968 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -8916207.000000 Penalty: 5477.685547
	Iteration 108Q: 3 clusters Score -8916207 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -8916383.000000 Penalty: 5477.685547
	Iteration 109Q: 3 clusters Score -8916383 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -8916538.000000 Penalty: 5477.685547
	Iteration 110Q: 3 clusters Score -8916538 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -8916664.000000 Penalty: 5477.685547
	Iteration 111Q: 3 clusters Score -8916664 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -8916851.000000 Penalty: 5477.685547
	Iteration 112Q: 3 clusters Score -8916851 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -8917084.000000 Penalty: 5477.685547
	Iteration 113Q: 3 clusters Score -8917084 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -8917233.000000 Penalty: 5477.685547
	Iteration 114Q: 3 clusters Score -8917233 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -8917406.000000 Penalty: 5477.685547
	Iteration 115Q: 3 clusters Score -8917406 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -8917566.000000 Penalty: 5477.685547
	Iteration 116Q: 3 clusters Score -8917566 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -8917689.000000 Penalty: 5477.685547
	Iteration 117Q: 3 clusters Score -8917689 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -8917828.000000 Penalty: 5477.685547
	Iteration 118Q: 3 clusters Score -8917828 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -8917881.000000 Penalty: 5477.685547
	Iteration 119Q: 3 clusters Score -8917881 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -8917967.000000 Penalty: 5477.685547
	Iteration 120F: 3 clusters Score -8917967 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -8918059.000000 Penalty: 5477.685547
	Iteration 121Q: 3 clusters Score -8918059 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -8918102.000000 Penalty: 5477.685547
	Iteration 122Q: 3 clusters Score -8918102 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -8918166.000000 Penalty: 5477.685547
	Iteration 123Q: 3 clusters Score -8918166 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -8918190.000000 Penalty: 5477.685547
	Iteration 124Q: 3 clusters Score -8918190 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -8918236.000000 Penalty: 5477.685547
	Iteration 125Q: 3 clusters Score -8918236 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -8918282.000000 Penalty: 5477.685547
	Iteration 126Q: 3 clusters Score -8918282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -8918287.000000 Penalty: 5477.685547
	Iteration 127Q: 3 clusters Score -8918287 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -8918314.000000 Penalty: 5477.685547
	Iteration 128Q: 3 clusters Score -8918314 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -8918356.000000 Penalty: 5477.685547
	Iteration 129Q: 3 clusters Score -8918356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -8918370.000000 Penalty: 5477.685547
	Iteration 130Q: 3 clusters Score -8918370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -8918389.000000 Penalty: 5477.685547
	Iteration 131Q: 3 clusters Score -8918389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -8918403.000000 Penalty: 5477.685547
	Iteration 132Q: 3 clusters Score -8918403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -8918419.000000 Penalty: 5477.685547
	Iteration 133Q: 3 clusters Score -8918419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -8918420.000000 Penalty: 5477.685547
	Iteration 134Q: 3 clusters Score -8918420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -8918435.000000 Penalty: 5477.685547
	Iteration 135Q: 3 clusters Score -8918435 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -8918458.000000 Penalty: 5477.685547
	Iteration 136Q: 3 clusters Score -8918458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -8918465.000000 Penalty: 5477.685547
	Iteration 137Q: 3 clusters Score -8918465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -8918465.000000 Penalty: 5477.685547
	Iteration 138Q: 3 clusters Score -8918465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -8918476.000000 Penalty: 5477.685547
	Iteration 139Q: 3 clusters Score -8918476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -8918484.000000 Penalty: 5477.685547
	Iteration 140F: 3 clusters Score -8918484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -8918485.000000 Penalty: 5477.685547
	Iteration 141Q: 3 clusters Score -8918485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -8918499.000000 Penalty: 5477.685547
	Iteration 142Q: 3 clusters Score -8918499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -8918519.000000 Penalty: 5477.685547
	Iteration 143Q: 3 clusters Score -8918519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -8918521.000000 Penalty: 5477.685547
	Iteration 144Q: 3 clusters Score -8918521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -8918521.000000 Penalty: 5477.685547
	Iteration 145Q: 3 clusters Score -8918521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -8918533.000000 Penalty: 5477.685547
	Iteration 146Q: 3 clusters Score -8918533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -8918529.000000 Penalty: 5477.685547
	Iteration 147Q: 3 clusters Score -8918529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -8918525.000000 Penalty: 5477.685547
	Iteration 148Q: 3 clusters Score -8918525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -8918523.000000 Penalty: 5477.685547
	Iteration 149Q: 3 clusters Score -8918523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -8918524.000000 Penalty: 5477.685547
	Iteration 150Q: 3 clusters Score -8918524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -8918521.000000 Penalty: 5477.685547
	Iteration 151Q: 3 clusters Score -8918521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -8918523.000000 Penalty: 5477.685547
	Iteration 152Q: 3 clusters Score -8918523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -8918525.000000 Penalty: 5477.685547
	Iteration 153Q: 3 clusters Score -8918525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -8918527.000000 Penalty: 5477.685547
	Iteration 154Q: 3 clusters Score -8918527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -8918530.000000 Penalty: 5477.685547
	Iteration 155Q: 3 clusters Score -8918530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -8918538.000000 Penalty: 5477.685547
	Iteration 156Q: 3 clusters Score -8918538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -8918536.000000 Penalty: 5477.685547
	Iteration 157Q: 3 clusters Score -8918536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -8918537.000000 Penalty: 5477.685547
	Iteration 158Q: 3 clusters Score -8918537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -8918539.000000 Penalty: 5477.685547
	Iteration 159Q: 3 clusters Score -8918539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -8918539.000000 Penalty: 5477.685547
	Iteration 160F: 3 clusters Score -8918539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (134319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134319 members 
Entering Unmasked Estep 
Score: -19033210.000000 Penalty: 2928.377197
	Iteration 0F: 2 clusters Score -1.903321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -18944622.000000 Penalty: 5856.754395
	Iteration 0F: 3 clusters Score -1.894462e+07 nChanged 63835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -18981428.000000 Penalty: 5856.754395
	Iteration 1F: 3 clusters Score -1.898143e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -18982616.000000 Penalty: 5856.754395
	Iteration 2Q: 3 clusters Score -1.898262e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -18983942.000000 Penalty: 5856.754395
	Iteration 3Q: 3 clusters Score -1.898394e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 75136 members 
Entering Unmasked Estep 
Score: -18985528.000000 Penalty: 5856.754395
	Iteration 4Q: 3 clusters Score -1.898553e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -18987924.000000 Penalty: 5856.754395
	Iteration 5Q: 3 clusters Score -1.898792e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -18991348.000000 Penalty: 5856.754395
	Iteration 6Q: 3 clusters Score -1.899135e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -18996472.000000 Penalty: 5856.754395
	Iteration 7F: 3 clusters Score -1.899647e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 98523 members 
Entering Unmasked Estep 
Score: -19003000.000000 Penalty: 5856.754395
	Iteration 8F: 3 clusters Score -1.9003e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -19009330.000000 Penalty: 5856.754395
	Iteration 9F: 3 clusters Score -1.900933e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -19014850.000000 Penalty: 5856.754395
	Iteration 10F: 3 clusters Score -1.901485e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 118364 members 
Entering Unmasked Estep 
Score: -19018848.000000 Penalty: 5856.754395
	Iteration 11Q: 3 clusters Score -1.901885e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 122730 members 
Entering Unmasked Estep 
Score: -19022008.000000 Penalty: 5856.754395
	Iteration 12Q: 3 clusters Score -1.902201e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 126203 members 
Entering Unmasked Estep 
Score: -19024584.000000 Penalty: 5856.754395
	Iteration 13Q: 3 clusters Score -1.902458e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 128916 members 
Entering Unmasked Estep 
Score: -19026626.000000 Penalty: 5856.754395
	Iteration 14Q: 3 clusters Score -1.902663e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 130982 members 
Entering Unmasked Estep 
Score: -19028196.000000 Penalty: 5856.754395
	Iteration 15Q: 3 clusters Score -1.90282e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 132369 members 
Entering Unmasked Estep 
Score: -19029352.000000 Penalty: 5856.754395
	Iteration 16Q: 3 clusters Score -1.902935e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 133156 members 
Entering Unmasked Estep 
Score: -19029986.000000 Penalty: 5856.754395
	Iteration 17Q: 3 clusters Score -1.902999e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 133564 members 
Entering Unmasked Estep 
Score: -19030284.000000 Penalty: 5856.754395
	Iteration 18Q: 3 clusters Score -1.903028e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 133761 members 
Entering Unmasked Estep 
Score: -19030474.000000 Penalty: 5856.754395
	Iteration 19Q: 3 clusters Score -1.903047e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 133863 members 
Entering Unmasked Estep 
Score: -19030550.000000 Penalty: 5856.754395
	Iteration 20F: 3 clusters Score -1.903055e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 133913 members 
Entering Unmasked Estep 
Score: -19030558.000000 Penalty: 5856.754395
	Iteration 21Q: 3 clusters Score -1.903056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 133937 members 
Entering Unmasked Estep 
Score: -19030574.000000 Penalty: 5856.754395
	Iteration 22Q: 3 clusters Score -1.903057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 133953 members 
Entering Unmasked Estep 
Score: -19030592.000000 Penalty: 5856.754395
	Iteration 23Q: 3 clusters Score -1.903059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 133970 members 
Entering Unmasked Estep 
Score: -19030596.000000 Penalty: 5856.754395
	Iteration 24Q: 3 clusters Score -1.90306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 133982 members 
Entering Unmasked Estep 
Score: -19030606.000000 Penalty: 5856.754395
	Iteration 25Q: 3 clusters Score -1.903061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 133994 members 
Entering Unmasked Estep 
Score: -19030638.000000 Penalty: 5856.754395
	Iteration 26Q: 3 clusters Score -1.903064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 133999 members 
Entering Unmasked Estep 
Score: -19030636.000000 Penalty: 5856.754395
	Iteration 27Q: 3 clusters Score -1.903064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 134001 members 
Entering Unmasked Estep 
Score: -19030654.000000 Penalty: 5856.754395
	Iteration 28Q: 3 clusters Score -1.903065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 134002 members 
Entering Unmasked Estep 
Score: -19030658.000000 Penalty: 5856.754395
	Iteration 29Q: 3 clusters Score -1.903066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 134007 members 
Entering Unmasked Estep 
Score: -19030654.000000 Penalty: 5856.754395
	Iteration 30Q: 3 clusters Score -1.903065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 134012 members 
Entering Unmasked Estep 
Score: -19030644.000000 Penalty: 5856.754395
	Iteration 31Q: 3 clusters Score -1.903064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 134015 members 
Entering Unmasked Estep 
Score: -19030652.000000 Penalty: 5856.754395
	Iteration 32Q: 3 clusters Score -1.903065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 134016 members 
Entering Unmasked Estep 
Score: -19030656.000000 Penalty: 5856.754395
	Iteration 33Q: 3 clusters Score -1.903066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 134020 members 
Entering Unmasked Estep 
Score: -19030660.000000 Penalty: 5856.754395
	Iteration 34Q: 3 clusters Score -1.903066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 134023 members 
Entering Unmasked Estep 
Score: -19030666.000000 Penalty: 5856.754395
	Iteration 35Q: 3 clusters Score -1.903067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 134023 members 
Entering Unmasked Estep 
Score: -19030660.000000 Penalty: 5856.754395
	Iteration 36Q: 3 clusters Score -1.903066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 134023 members 
Entering Unmasked Estep 
Score: -19030660.000000 Penalty: 5856.754395
	Iteration 37F: 3 clusters Score -1.903066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (95209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95209 members 
Entering Unmasked Estep 
Score: -13542376.000000 Penalty: 2843.029785
	Iteration 0F: 2 clusters Score -1.354238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -13479014.000000 Penalty: 5686.059570
	Iteration 0F: 3 clusters Score -1.347901e+07 nChanged 44913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -13505025.000000 Penalty: 5686.059570
	Iteration 1F: 3 clusters Score -1.350502e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -13505827.000000 Penalty: 5686.059570
	Iteration 2Q: 3 clusters Score -1.350583e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -13506760.000000 Penalty: 5686.059570
	Iteration 3Q: 3 clusters Score -1.350676e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -13507798.000000 Penalty: 5686.059570
	Iteration 4Q: 3 clusters Score -1.35078e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -13509217.000000 Penalty: 5686.059570
	Iteration 5Q: 3 clusters Score -1.350922e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -13511230.000000 Penalty: 5686.059570
	Iteration 6Q: 3 clusters Score -1.351123e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -13513649.000000 Penalty: 5686.059570
	Iteration 7Q: 3 clusters Score -1.351365e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -13516900.000000 Penalty: 5686.059570
	Iteration 8F: 3 clusters Score -1.35169e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -13520358.000000 Penalty: 5686.059570
	Iteration 9F: 3 clusters Score -1.352036e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -13523740.000000 Penalty: 5686.059570
	Iteration 10F: 3 clusters Score -1.352374e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -13525998.000000 Penalty: 5686.059570
	Iteration 11Q: 3 clusters Score -1.3526e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -13527446.000000 Penalty: 5686.059570
	Iteration 12Q: 3 clusters Score -1.352745e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -13528011.000000 Penalty: 5686.059570
	Iteration 13Q: 3 clusters Score -1.352801e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -13528461.000000 Penalty: 5686.059570
	Iteration 14Q: 3 clusters Score -1.352846e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -13528663.000000 Penalty: 5686.059570
	Iteration 15Q: 3 clusters Score -1.352866e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -13528941.000000 Penalty: 5686.059570
	Iteration 16Q: 3 clusters Score -1.352894e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -13529194.000000 Penalty: 5686.059570
	Iteration 17Q: 3 clusters Score -1.352919e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -13529457.000000 Penalty: 5686.059570
	Iteration 18Q: 3 clusters Score -1.352946e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -13529656.000000 Penalty: 5686.059570
	Iteration 19Q: 3 clusters Score -1.352966e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -13530014.000000 Penalty: 5686.059570
	Iteration 20F: 3 clusters Score -1.353001e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 70633 members 
Entering Unmasked Estep 
Score: -13530323.000000 Penalty: 5686.059570
	Iteration 21Q: 3 clusters Score -1.353032e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -13530615.000000 Penalty: 5686.059570
	Iteration 22Q: 3 clusters Score -1.353062e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
Score: -13530955.000000 Penalty: 5686.059570
	Iteration 23Q: 3 clusters Score -1.353096e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 74413 members 
Entering Unmasked Estep 
Score: -13531436.000000 Penalty: 5686.059570
	Iteration 24Q: 3 clusters Score -1.353144e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -13531868.000000 Penalty: 5686.059570
	Iteration 25Q: 3 clusters Score -1.353187e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -13532337.000000 Penalty: 5686.059570
	Iteration 26Q: 3 clusters Score -1.353234e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -13532910.000000 Penalty: 5686.059570
	Iteration 27Q: 3 clusters Score -1.353291e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 80440 members 
Entering Unmasked Estep 
Score: -13533514.000000 Penalty: 5686.059570
	Iteration 28Q: 3 clusters Score -1.353351e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -13534128.000000 Penalty: 5686.059570
	Iteration 29Q: 3 clusters Score -1.353413e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 83675 members 
Entering Unmasked Estep 
Score: -13534842.000000 Penalty: 5686.059570
	Iteration 30Q: 3 clusters Score -1.353484e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -13535598.000000 Penalty: 5686.059570
	Iteration 31Q: 3 clusters Score -1.35356e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
Score: -13536311.000000 Penalty: 5686.059570
	Iteration 32Q: 3 clusters Score -1.353631e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -13536979.000000 Penalty: 5686.059570
	Iteration 33Q: 3 clusters Score -1.353698e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 89575 members 
Entering Unmasked Estep 
Score: -13537616.000000 Penalty: 5686.059570
	Iteration 34Q: 3 clusters Score -1.353762e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 90649 members 
Entering Unmasked Estep 
Score: -13538125.000000 Penalty: 5686.059570
	Iteration 35Q: 3 clusters Score -1.353812e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -13538559.000000 Penalty: 5686.059570
	Iteration 36Q: 3 clusters Score -1.353856e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -13538914.000000 Penalty: 5686.059570
	Iteration 37Q: 3 clusters Score -1.353891e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -13539173.000000 Penalty: 5686.059570
	Iteration 38Q: 3 clusters Score -1.353917e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -13539358.000000 Penalty: 5686.059570
	Iteration 39Q: 3 clusters Score -1.353936e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -13539523.000000 Penalty: 5686.059570
	Iteration 40F: 3 clusters Score -1.353952e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -13539658.000000 Penalty: 5686.059570
	Iteration 41Q: 3 clusters Score -1.353966e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -13539735.000000 Penalty: 5686.059570
	Iteration 42Q: 3 clusters Score -1.353974e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 93923 members 
Entering Unmasked Estep 
Score: -13539781.000000 Penalty: 5686.059570
	Iteration 43Q: 3 clusters Score -1.353978e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 94014 members 
Entering Unmasked Estep 
Score: -13539843.000000 Penalty: 5686.059570
	Iteration 44Q: 3 clusters Score -1.353984e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -13539880.000000 Penalty: 5686.059570
	Iteration 45Q: 3 clusters Score -1.353988e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -13539899.000000 Penalty: 5686.059570
	Iteration 46Q: 3 clusters Score -1.35399e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -13539914.000000 Penalty: 5686.059570
	Iteration 47Q: 3 clusters Score -1.353991e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 94220 members 
Entering Unmasked Estep 
Score: -13539943.000000 Penalty: 5686.059570
	Iteration 48Q: 3 clusters Score -1.353994e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 94248 members 
Entering Unmasked Estep 
Score: -13539942.000000 Penalty: 5686.059570
	Iteration 49Q: 3 clusters Score -1.353994e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 94270 members 
Entering Unmasked Estep 
Score: -13539961.000000 Penalty: 5686.059570
	Iteration 50Q: 3 clusters Score -1.353996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -13539958.000000 Penalty: 5686.059570
	Iteration 51Q: 3 clusters Score -1.353996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
Score: -13539968.000000 Penalty: 5686.059570
	Iteration 52Q: 3 clusters Score -1.353997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -13539984.000000 Penalty: 5686.059570
	Iteration 53Q: 3 clusters Score -1.353998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -13539998.000000 Penalty: 5686.059570
	Iteration 54Q: 3 clusters Score -1.354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -13539998.000000 Penalty: 5686.059570
	Iteration 55Q: 3 clusters Score -1.354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 94342 members 
Entering Unmasked Estep 
Score: -13540004.000000 Penalty: 5686.059570
	Iteration 56Q: 3 clusters Score -1.354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 94354 members 
Entering Unmasked Estep 
Score: -13540020.000000 Penalty: 5686.059570
	Iteration 57Q: 3 clusters Score -1.354002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -13540034.000000 Penalty: 5686.059570
	Iteration 58Q: 3 clusters Score -1.354003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 94372 members 
Entering Unmasked Estep 
Score: -13540028.000000 Penalty: 5686.059570
	Iteration 59Q: 3 clusters Score -1.354003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -13540024.000000 Penalty: 5686.059570
	Iteration 60F: 3 clusters Score -1.354002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 94386 members 
Entering Unmasked Estep 
Score: -13540036.000000 Penalty: 5686.059570
	Iteration 61Q: 3 clusters Score -1.354004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -13540041.000000 Penalty: 5686.059570
	Iteration 62Q: 3 clusters Score -1.354004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 94400 members 
Entering Unmasked Estep 
Score: -13540037.000000 Penalty: 5686.059570
	Iteration 63Q: 3 clusters Score -1.354004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
Score: -13540039.000000 Penalty: 5686.059570
	Iteration 64Q: 3 clusters Score -1.354004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 94411 members 
Entering Unmasked Estep 
Score: -13540033.000000 Penalty: 5686.059570
	Iteration 65Q: 3 clusters Score -1.354003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 94416 members 
Entering Unmasked Estep 
Score: -13540035.000000 Penalty: 5686.059570
	Iteration 66Q: 3 clusters Score -1.354004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 94417 members 
Entering Unmasked Estep 
Score: -13540034.000000 Penalty: 5686.059570
	Iteration 67Q: 3 clusters Score -1.354003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 94418 members 
Entering Unmasked Estep 
Score: -13540035.000000 Penalty: 5686.059570
	Iteration 68Q: 3 clusters Score -1.354004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -13540034.000000 Penalty: 5686.059570
	Iteration 69Q: 3 clusters Score -1.354003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 94423 members 
Entering Unmasked Estep 
Score: -13540043.000000 Penalty: 5686.059570
	Iteration 70Q: 3 clusters Score -1.354004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -13540047.000000 Penalty: 5686.059570
	Iteration 71Q: 3 clusters Score -1.354005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -13540061.000000 Penalty: 5686.059570
	Iteration 72Q: 3 clusters Score -1.354006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 94439 members 
Entering Unmasked Estep 
Score: -13540065.000000 Penalty: 5686.059570
	Iteration 73Q: 3 clusters Score -1.354006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 94445 members 
Entering Unmasked Estep 
Score: -13540078.000000 Penalty: 5686.059570
	Iteration 74Q: 3 clusters Score -1.354008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 94446 members 
Entering Unmasked Estep 
Score: -13540076.000000 Penalty: 5686.059570
	Iteration 75Q: 3 clusters Score -1.354008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 94447 members 
Entering Unmasked Estep 
Score: -13540072.000000 Penalty: 5686.059570
	Iteration 76Q: 3 clusters Score -1.354007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 94449 members 
Entering Unmasked Estep 
Score: -13540073.000000 Penalty: 5686.059570
	Iteration 77Q: 3 clusters Score -1.354007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 94451 members 
Entering Unmasked Estep 
Score: -13540070.000000 Penalty: 5686.059570
	Iteration 78Q: 3 clusters Score -1.354007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -13540083.000000 Penalty: 5686.059570
	Iteration 79Q: 3 clusters Score -1.354008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -13540096.000000 Penalty: 5686.059570
	Iteration 80F: 3 clusters Score -1.35401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 94462 members 
Entering Unmasked Estep 
Score: -13540108.000000 Penalty: 5686.059570
	Iteration 81Q: 3 clusters Score -1.354011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -13540110.000000 Penalty: 5686.059570
	Iteration 82Q: 3 clusters Score -1.354011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 94477 members 
Entering Unmasked Estep 
Score: -13540127.000000 Penalty: 5686.059570
	Iteration 83Q: 3 clusters Score -1.354013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 94481 members 
Entering Unmasked Estep 
Score: -13540130.000000 Penalty: 5686.059570
	Iteration 84Q: 3 clusters Score -1.354013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 94482 members 
Entering Unmasked Estep 
Score: -13540123.000000 Penalty: 5686.059570
	Iteration 85Q: 3 clusters Score -1.354012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -13540126.000000 Penalty: 5686.059570
	Iteration 86Q: 3 clusters Score -1.354013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -13540126.000000 Penalty: 5686.059570
	Iteration 87F: 3 clusters Score -1.354013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -365879.906250 Penalty: 1950.947021
	Iteration 0F: 2 clusters Score -365879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -362844.718750 Penalty: 3901.894043
	Iteration 0F: 3 clusters Score -362844.7 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -363443.062500 Penalty: 3901.894043
	Iteration 1F: 3 clusters Score -363443.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -363643.312500 Penalty: 3901.894043
	Iteration 2F: 3 clusters Score -363643.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -363834.625000 Penalty: 3901.894043
	Iteration 3F: 3 clusters Score -363834.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -363995.937500 Penalty: 3901.894043
	Iteration 4Q: 3 clusters Score -363995.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -364099.312500 Penalty: 3901.894043
	Iteration 5Q: 3 clusters Score -364099.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -364179.875000 Penalty: 3901.894043
	Iteration 6Q: 3 clusters Score -364179.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -364269.062500 Penalty: 3901.894043
	Iteration 7Q: 3 clusters Score -364269.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -364339.687500 Penalty: 3901.894043
	Iteration 8Q: 3 clusters Score -364339.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -364395.593750 Penalty: 3901.894043
	Iteration 9Q: 3 clusters Score -364395.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -364436.718750 Penalty: 3901.894043
	Iteration 10Q: 3 clusters Score -364436.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -364469.500000 Penalty: 3901.894043
	Iteration 11Q: 3 clusters Score -364469.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -364505.000000 Penalty: 3901.894043
	Iteration 12Q: 3 clusters Score -364505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -364539.156250 Penalty: 3901.894043
	Iteration 13Q: 3 clusters Score -364539.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -364560.843750 Penalty: 3901.894043
	Iteration 14Q: 3 clusters Score -364560.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -364580.000000 Penalty: 3901.894043
	Iteration 15Q: 3 clusters Score -364580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -364600.656250 Penalty: 3901.894043
	Iteration 16Q: 3 clusters Score -364600.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -364630.750000 Penalty: 3901.894043
	Iteration 17Q: 3 clusters Score -364630.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -364654.531250 Penalty: 3901.894043
	Iteration 18Q: 3 clusters Score -364654.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -364671.718750 Penalty: 3901.894043
	Iteration 19Q: 3 clusters Score -364671.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -364684.593750 Penalty: 3901.894043
	Iteration 20F: 3 clusters Score -364684.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -364694.031250 Penalty: 3901.894043
	Iteration 21Q: 3 clusters Score -364694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -364702.750000 Penalty: 3901.894043
	Iteration 22Q: 3 clusters Score -364702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -364711.312500 Penalty: 3901.894043
	Iteration 23Q: 3 clusters Score -364711.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -364714.843750 Penalty: 3901.894043
	Iteration 24Q: 3 clusters Score -364714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -364717.250000 Penalty: 3901.894043
	Iteration 25Q: 3 clusters Score -364717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -364721.000000 Penalty: 3901.894043
	Iteration 26Q: 3 clusters Score -364721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -364729.156250 Penalty: 3901.894043
	Iteration 27Q: 3 clusters Score -364729.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -364738.218750 Penalty: 3901.894043
	Iteration 28Q: 3 clusters Score -364738.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -364744.343750 Penalty: 3901.894043
	Iteration 29Q: 3 clusters Score -364744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -364750.531250 Penalty: 3901.894043
	Iteration 30Q: 3 clusters Score -364750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -364752.593750 Penalty: 3901.894043
	Iteration 31Q: 3 clusters Score -364752.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -364760.750000 Penalty: 3901.894043
	Iteration 32Q: 3 clusters Score -364760.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -364771.562500 Penalty: 3901.894043
	Iteration 33Q: 3 clusters Score -364771.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -364777.562500 Penalty: 3901.894043
	Iteration 34Q: 3 clusters Score -364777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -364785.468750 Penalty: 3901.894043
	Iteration 35Q: 3 clusters Score -364785.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -364790.312500 Penalty: 3901.894043
	Iteration 36Q: 3 clusters Score -364790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -364793.187500 Penalty: 3901.894043
	Iteration 37Q: 3 clusters Score -364793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -364798.781250 Penalty: 3901.894043
	Iteration 38Q: 3 clusters Score -364798.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -364806.812500 Penalty: 3901.894043
	Iteration 39Q: 3 clusters Score -364806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -364814.781250 Penalty: 3901.894043
	Iteration 40F: 3 clusters Score -364814.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -364817.750000 Penalty: 3901.894043
	Iteration 41Q: 3 clusters Score -364817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -364817.750000 Penalty: 3901.894043
	Iteration 42F: 3 clusters Score -364817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -61614.128906 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -61614.13 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 268 members 
Entering Unmasked Estep 
Score: -60247.726562 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -60247.73 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60598.968750 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -60598.97 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60888.703125 Penalty: 3103.803223
	Iteration 2F: 3 clusters Score -60888.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -61346.515625 Penalty: 3103.803223
	Iteration 3F: 3 clusters Score -61346.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -61691.882812 Penalty: 3103.803223
	Iteration 4F: 3 clusters Score -61691.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -62078.539062 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -62078.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -62231.839844 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -62231.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -62354.421875 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -62354.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -62483.988281 Penalty: 3103.803223
	Iteration 8Q: 3 clusters Score -62483.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -62488.437500 Penalty: 3103.803223
	Iteration 9Q: 3 clusters Score -62488.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -62488.437500 Penalty: 3103.803223
	Iteration 10F: 3 clusters Score -62488.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 54719 members 
Mstep: Class 3 contains 158393 members 
Mstep: Class 4 contains 62550 members 
Mstep: Class 5 contains 26267 members 
Mstep: Class 6 contains 134319 members 
Mstep: Class 7 contains 95209 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 146285 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 51884 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 14 contains 18135 members 
Mstep: Class 15 contains 35938 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 161255 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 40208 members 
Mstep: Class 20 contains 41353 members 
Mstep: Class 21 contains 169 members 
Entering Unmasked Estep 
Score: -147022432.000000 Penalty: 72245.875000
Splitting cluster 9 changes total score from -147022704.000000 to -147022432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (146285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146285 members 
Entering Unmasked Estep 
Score: -20580204.000000 Penalty: 2949.541504
	Iteration 0F: 2 clusters Score -2.05802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -20483662.000000 Penalty: 5899.083008
	Iteration 0F: 3 clusters Score -2.048366e+07 nChanged 69806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -20524382.000000 Penalty: 5899.083008
	Iteration 1F: 3 clusters Score -2.052438e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -20525556.000000 Penalty: 5899.083008
	Iteration 2Q: 3 clusters Score -2.052556e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -20527152.000000 Penalty: 5899.083008
	Iteration 3Q: 3 clusters Score -2.052715e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -20529188.000000 Penalty: 5899.083008
	Iteration 4Q: 3 clusters Score -2.052919e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -20532162.000000 Penalty: 5899.083008
	Iteration 5Q: 3 clusters Score -2.053216e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 83537 members 
Entering Unmasked Estep 
Score: -20536142.000000 Penalty: 5899.083008
	Iteration 6F: 3 clusters Score -2.053614e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -20540968.000000 Penalty: 5899.083008
	Iteration 7F: 3 clusters Score -2.054097e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -20545752.000000 Penalty: 5899.083008
	Iteration 8F: 3 clusters Score -2.054575e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 92015 members 
Entering Unmasked Estep 
Score: -20550352.000000 Penalty: 5899.083008
	Iteration 9F: 3 clusters Score -2.055035e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -20554742.000000 Penalty: 5899.083008
	Iteration 10Q: 3 clusters Score -2.055474e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -20558598.000000 Penalty: 5899.083008
	Iteration 11Q: 3 clusters Score -2.05586e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -20561406.000000 Penalty: 5899.083008
	Iteration 12Q: 3 clusters Score -2.056141e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -20562518.000000 Penalty: 5899.083008
	Iteration 13Q: 3 clusters Score -2.056252e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -20563058.000000 Penalty: 5899.083008
	Iteration 14Q: 3 clusters Score -2.056306e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -20563246.000000 Penalty: 5899.083008
	Iteration 15Q: 3 clusters Score -2.056325e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 93261 members 
Entering Unmasked Estep 
Score: -20563524.000000 Penalty: 5899.083008
	Iteration 16Q: 3 clusters Score -2.056352e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -20563714.000000 Penalty: 5899.083008
	Iteration 17Q: 3 clusters Score -2.056371e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -20563858.000000 Penalty: 5899.083008
	Iteration 18Q: 3 clusters Score -2.056386e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 94148 members 
Entering Unmasked Estep 
Score: -20563912.000000 Penalty: 5899.083008
	Iteration 19Q: 3 clusters Score -2.056391e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -20564026.000000 Penalty: 5899.083008
	Iteration 20F: 3 clusters Score -2.056403e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -20564190.000000 Penalty: 5899.083008
	Iteration 21Q: 3 clusters Score -2.056419e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -20564236.000000 Penalty: 5899.083008
	Iteration 22Q: 3 clusters Score -2.056424e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 95593 members 
Entering Unmasked Estep 
Score: -20564294.000000 Penalty: 5899.083008
	Iteration 23Q: 3 clusters Score -2.056429e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -20564300.000000 Penalty: 5899.083008
	Iteration 24Q: 3 clusters Score -2.05643e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -20564398.000000 Penalty: 5899.083008
	Iteration 25Q: 3 clusters Score -2.05644e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -20564384.000000 Penalty: 5899.083008
	Iteration 26Q: 3 clusters Score -2.056438e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 97247 members 
Entering Unmasked Estep 
Score: -20564528.000000 Penalty: 5899.083008
	Iteration 27Q: 3 clusters Score -2.056453e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -20564574.000000 Penalty: 5899.083008
	Iteration 28Q: 3 clusters Score -2.056457e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
Score: -20564692.000000 Penalty: 5899.083008
	Iteration 29Q: 3 clusters Score -2.056469e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -20564788.000000 Penalty: 5899.083008
	Iteration 30Q: 3 clusters Score -2.056479e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 99044 members 
Entering Unmasked Estep 
Score: -20564852.000000 Penalty: 5899.083008
	Iteration 31Q: 3 clusters Score -2.056485e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -20564898.000000 Penalty: 5899.083008
	Iteration 32Q: 3 clusters Score -2.05649e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 100024 members 
Entering Unmasked Estep 
Score: -20564984.000000 Penalty: 5899.083008
	Iteration 33Q: 3 clusters Score -2.056498e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 100509 members 
Entering Unmasked Estep 
Score: -20565052.000000 Penalty: 5899.083008
	Iteration 34Q: 3 clusters Score -2.056505e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -20565110.000000 Penalty: 5899.083008
	Iteration 35Q: 3 clusters Score -2.056511e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 101522 members 
Entering Unmasked Estep 
Score: -20565186.000000 Penalty: 5899.083008
	Iteration 36Q: 3 clusters Score -2.056519e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 102073 members 
Entering Unmasked Estep 
Score: -20565270.000000 Penalty: 5899.083008
	Iteration 37Q: 3 clusters Score -2.056527e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -20565326.000000 Penalty: 5899.083008
	Iteration 38Q: 3 clusters Score -2.056533e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -20565408.000000 Penalty: 5899.083008
	Iteration 39Q: 3 clusters Score -2.056541e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 103965 members 
Entering Unmasked Estep 
Score: -20565476.000000 Penalty: 5899.083008
	Iteration 40F: 3 clusters Score -2.056548e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 104657 members 
Entering Unmasked Estep 
Score: -20565454.000000 Penalty: 5899.083008
	Iteration 41Q: 3 clusters Score -2.056545e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 105392 members 
Entering Unmasked Estep 
Score: -20565520.000000 Penalty: 5899.083008
	Iteration 42Q: 3 clusters Score -2.056552e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 106182 members 
Entering Unmasked Estep 
Score: -20565612.000000 Penalty: 5899.083008
	Iteration 43Q: 3 clusters Score -2.056561e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 106998 members 
Entering Unmasked Estep 
Score: -20565716.000000 Penalty: 5899.083008
	Iteration 44Q: 3 clusters Score -2.056572e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -20565916.000000 Penalty: 5899.083008
	Iteration 45Q: 3 clusters Score -2.056592e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 108787 members 
Entering Unmasked Estep 
Score: -20566046.000000 Penalty: 5899.083008
	Iteration 46Q: 3 clusters Score -2.056605e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 109775 members 
Entering Unmasked Estep 
Score: -20566186.000000 Penalty: 5899.083008
	Iteration 47Q: 3 clusters Score -2.056619e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 110852 members 
Entering Unmasked Estep 
Score: -20566366.000000 Penalty: 5899.083008
	Iteration 48Q: 3 clusters Score -2.056637e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 111972 members 
Entering Unmasked Estep 
Score: -20566622.000000 Penalty: 5899.083008
	Iteration 49Q: 3 clusters Score -2.056662e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 113120 members 
Entering Unmasked Estep 
Score: -20566802.000000 Penalty: 5899.083008
	Iteration 50Q: 3 clusters Score -2.05668e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 114271 members 
Entering Unmasked Estep 
Score: -20567126.000000 Penalty: 5899.083008
	Iteration 51Q: 3 clusters Score -2.056713e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -20567412.000000 Penalty: 5899.083008
	Iteration 52Q: 3 clusters Score -2.056741e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -20567608.000000 Penalty: 5899.083008
	Iteration 53Q: 3 clusters Score -2.056761e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 117751 members 
Entering Unmasked Estep 
Score: -20567852.000000 Penalty: 5899.083008
	Iteration 54Q: 3 clusters Score -2.056785e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -20568122.000000 Penalty: 5899.083008
	Iteration 55Q: 3 clusters Score -2.056812e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 120262 members 
Entering Unmasked Estep 
Score: -20568404.000000 Penalty: 5899.083008
	Iteration 56Q: 3 clusters Score -2.05684e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 121518 members 
Entering Unmasked Estep 
Score: -20568766.000000 Penalty: 5899.083008
	Iteration 57Q: 3 clusters Score -2.056877e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 122761 members 
Entering Unmasked Estep 
Score: -20569086.000000 Penalty: 5899.083008
	Iteration 58Q: 3 clusters Score -2.056909e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 123976 members 
Entering Unmasked Estep 
Score: -20569326.000000 Penalty: 5899.083008
	Iteration 59Q: 3 clusters Score -2.056933e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 125161 members 
Entering Unmasked Estep 
Score: -20569540.000000 Penalty: 5899.083008
	Iteration 60F: 3 clusters Score -2.056954e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -20569958.000000 Penalty: 5899.083008
	Iteration 61Q: 3 clusters Score -2.056996e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 127656 members 
Entering Unmasked Estep 
Score: -20570362.000000 Penalty: 5899.083008
	Iteration 62Q: 3 clusters Score -2.057036e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 128934 members 
Entering Unmasked Estep 
Score: -20570828.000000 Penalty: 5899.083008
	Iteration 63Q: 3 clusters Score -2.057083e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 130290 members 
Entering Unmasked Estep 
Score: -20571226.000000 Penalty: 5899.083008
	Iteration 64Q: 3 clusters Score -2.057123e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 131594 members 
Entering Unmasked Estep 
Score: -20571762.000000 Penalty: 5899.083008
	Iteration 65Q: 3 clusters Score -2.057176e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 132800 members 
Entering Unmasked Estep 
Score: -20572194.000000 Penalty: 5899.083008
	Iteration 66Q: 3 clusters Score -2.057219e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 134016 members 
Entering Unmasked Estep 
Score: -20572562.000000 Penalty: 5899.083008
	Iteration 67Q: 3 clusters Score -2.057256e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -20573002.000000 Penalty: 5899.083008
	Iteration 68Q: 3 clusters Score -2.0573e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 136220 members 
Entering Unmasked Estep 
Score: -20573428.000000 Penalty: 5899.083008
	Iteration 69Q: 3 clusters Score -2.057343e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 137257 members 
Entering Unmasked Estep 
Score: -20573868.000000 Penalty: 5899.083008
	Iteration 70Q: 3 clusters Score -2.057387e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 138252 members 
Entering Unmasked Estep 
Score: -20574246.000000 Penalty: 5899.083008
	Iteration 71Q: 3 clusters Score -2.057425e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 139148 members 
Entering Unmasked Estep 
Score: -20574620.000000 Penalty: 5899.083008
	Iteration 72Q: 3 clusters Score -2.057462e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 139958 members 
Entering Unmasked Estep 
Score: -20575074.000000 Penalty: 5899.083008
	Iteration 73Q: 3 clusters Score -2.057507e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 140680 members 
Entering Unmasked Estep 
Score: -20575434.000000 Penalty: 5899.083008
	Iteration 74Q: 3 clusters Score -2.057543e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 141300 members 
Entering Unmasked Estep 
Score: -20575630.000000 Penalty: 5899.083008
	Iteration 75Q: 3 clusters Score -2.057563e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 141861 members 
Entering Unmasked Estep 
Score: -20575918.000000 Penalty: 5899.083008
	Iteration 76Q: 3 clusters Score -2.057592e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 142351 members 
Entering Unmasked Estep 
Score: -20576174.000000 Penalty: 5899.083008
	Iteration 77Q: 3 clusters Score -2.057617e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 142770 members 
Entering Unmasked Estep 
Score: -20576410.000000 Penalty: 5899.083008
	Iteration 78Q: 3 clusters Score -2.057641e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 143123 members 
Entering Unmasked Estep 
Score: -20576650.000000 Penalty: 5899.083008
	Iteration 79Q: 3 clusters Score -2.057665e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 143399 members 
Entering Unmasked Estep 
Score: -20576716.000000 Penalty: 5899.083008
	Iteration 80F: 3 clusters Score -2.057672e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 143659 members 
Entering Unmasked Estep 
Score: -20576880.000000 Penalty: 5899.083008
	Iteration 81Q: 3 clusters Score -2.057688e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 143881 members 
Entering Unmasked Estep 
Score: -20576992.000000 Penalty: 5899.083008
	Iteration 82Q: 3 clusters Score -2.057699e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 144043 members 
Entering Unmasked Estep 
Score: -20577014.000000 Penalty: 5899.083008
	Iteration 83Q: 3 clusters Score -2.057701e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 144188 members 
Entering Unmasked Estep 
Score: -20577064.000000 Penalty: 5899.083008
	Iteration 84Q: 3 clusters Score -2.057706e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 144316 members 
Entering Unmasked Estep 
Score: -20577146.000000 Penalty: 5899.083008
	Iteration 85Q: 3 clusters Score -2.057715e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 144423 members 
Entering Unmasked Estep 
Score: -20577196.000000 Penalty: 5899.083008
	Iteration 86Q: 3 clusters Score -2.05772e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 144509 members 
Entering Unmasked Estep 
Score: -20577228.000000 Penalty: 5899.083008
	Iteration 87Q: 3 clusters Score -2.057723e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 144593 members 
Entering Unmasked Estep 
Score: -20577276.000000 Penalty: 5899.083008
	Iteration 88Q: 3 clusters Score -2.057728e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 144657 members 
Entering Unmasked Estep 
Score: -20577284.000000 Penalty: 5899.083008
	Iteration 89Q: 3 clusters Score -2.057728e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 144697 members 
Entering Unmasked Estep 
Score: -20577316.000000 Penalty: 5899.083008
	Iteration 90Q: 3 clusters Score -2.057732e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 144730 members 
Entering Unmasked Estep 
Score: -20577326.000000 Penalty: 5899.083008
	Iteration 91Q: 3 clusters Score -2.057733e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 144755 members 
Entering Unmasked Estep 
Score: -20577340.000000 Penalty: 5899.083008
	Iteration 92Q: 3 clusters Score -2.057734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 144779 members 
Entering Unmasked Estep 
Score: -20577358.000000 Penalty: 5899.083008
	Iteration 93Q: 3 clusters Score -2.057736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 144796 members 
Entering Unmasked Estep 
Score: -20577372.000000 Penalty: 5899.083008
	Iteration 94Q: 3 clusters Score -2.057737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 144818 members 
Entering Unmasked Estep 
Score: -20577388.000000 Penalty: 5899.083008
	Iteration 95Q: 3 clusters Score -2.057739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 144837 members 
Entering Unmasked Estep 
Score: -20577402.000000 Penalty: 5899.083008
	Iteration 96Q: 3 clusters Score -2.05774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 144853 members 
Entering Unmasked Estep 
Score: -20577410.000000 Penalty: 5899.083008
	Iteration 97Q: 3 clusters Score -2.057741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 144861 members 
Entering Unmasked Estep 
Score: -20577414.000000 Penalty: 5899.083008
	Iteration 98Q: 3 clusters Score -2.057741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 144871 members 
Entering Unmasked Estep 
Score: -20577444.000000 Penalty: 5899.083008
	Iteration 99Q: 3 clusters Score -2.057744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 144878 members 
Entering Unmasked Estep 
Score: -20577438.000000 Penalty: 5899.083008
	Iteration 100F: 3 clusters Score -2.057744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 144893 members 
Entering Unmasked Estep 
Score: -20577442.000000 Penalty: 5899.083008
	Iteration 101Q: 3 clusters Score -2.057744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 144904 members 
Entering Unmasked Estep 
Score: -20577424.000000 Penalty: 5899.083008
	Iteration 102Q: 3 clusters Score -2.057742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 144910 members 
Entering Unmasked Estep 
Score: -20577432.000000 Penalty: 5899.083008
	Iteration 103Q: 3 clusters Score -2.057743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 144921 members 
Entering Unmasked Estep 
Score: -20577450.000000 Penalty: 5899.083008
	Iteration 104Q: 3 clusters Score -2.057745e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 144937 members 
Entering Unmasked Estep 
Score: -20577458.000000 Penalty: 5899.083008
	Iteration 105Q: 3 clusters Score -2.057746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 144947 members 
Entering Unmasked Estep 
Score: -20577464.000000 Penalty: 5899.083008
	Iteration 106Q: 3 clusters Score -2.057746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 144957 members 
Entering Unmasked Estep 
Score: -20577478.000000 Penalty: 5899.083008
	Iteration 107Q: 3 clusters Score -2.057748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 144965 members 
Entering Unmasked Estep 
Score: -20577488.000000 Penalty: 5899.083008
	Iteration 108Q: 3 clusters Score -2.057749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 144973 members 
Entering Unmasked Estep 
Score: -20577482.000000 Penalty: 5899.083008
	Iteration 109Q: 3 clusters Score -2.057748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 144977 members 
Entering Unmasked Estep 
Score: -20577486.000000 Penalty: 5899.083008
	Iteration 110Q: 3 clusters Score -2.057749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 144979 members 
Entering Unmasked Estep 
Score: -20577494.000000 Penalty: 5899.083008
	Iteration 111Q: 3 clusters Score -2.057749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 144979 members 
Entering Unmasked Estep 
Score: -20577500.000000 Penalty: 5899.083008
	Iteration 112Q: 3 clusters Score -2.05775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 144979 members 
Entering Unmasked Estep 
Score: -20577500.000000 Penalty: 5899.083008
	Iteration 113F: 3 clusters Score -2.05775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Entering Unmasked Estep 
Score: -2577481.750000 Penalty: 2431.391846
	Iteration 0F: 2 clusters Score -2577482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2564729.750000 Penalty: 4862.783691
	Iteration 0F: 3 clusters Score -2564730 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2569033.500000 Penalty: 4862.783691
	Iteration 1F: 3 clusters Score -2569034 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2569559.250000 Penalty: 4862.783691
	Iteration 2F: 3 clusters Score -2569559 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2570074.500000 Penalty: 4862.783691
	Iteration 3F: 3 clusters Score -2570074 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2570714.500000 Penalty: 4862.783691
	Iteration 4F: 3 clusters Score -2570714 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2571454.500000 Penalty: 4862.783691
	Iteration 5F: 3 clusters Score -2571454 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2572335.000000 Penalty: 4862.783691
	Iteration 6F: 3 clusters Score -2572335 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2573299.750000 Penalty: 4862.783691
	Iteration 7F: 3 clusters Score -2573300 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2574235.750000 Penalty: 4862.783691
	Iteration 8F: 3 clusters Score -2574236 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2574891.750000 Penalty: 4862.783691
	Iteration 9Q: 3 clusters Score -2574892 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2575198.000000 Penalty: 4862.783691
	Iteration 10Q: 3 clusters Score -2575198 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2575334.750000 Penalty: 4862.783691
	Iteration 11Q: 3 clusters Score -2575335 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2575400.750000 Penalty: 4862.783691
	Iteration 12Q: 3 clusters Score -2575401 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2575445.750000 Penalty: 4862.783691
	Iteration 13Q: 3 clusters Score -2575446 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2575467.750000 Penalty: 4862.783691
	Iteration 14Q: 3 clusters Score -2575468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2575489.750000 Penalty: 4862.783691
	Iteration 15Q: 3 clusters Score -2575490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2575507.500000 Penalty: 4862.783691
	Iteration 16Q: 3 clusters Score -2575508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2575527.500000 Penalty: 4862.783691
	Iteration 17Q: 3 clusters Score -2575528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2575548.250000 Penalty: 4862.783691
	Iteration 18Q: 3 clusters Score -2575548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2575554.750000 Penalty: 4862.783691
	Iteration 19Q: 3 clusters Score -2575555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2575562.000000 Penalty: 4862.783691
	Iteration 20F: 3 clusters Score -2575562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2575575.750000 Penalty: 4862.783691
	Iteration 21Q: 3 clusters Score -2575576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2575594.250000 Penalty: 4862.783691
	Iteration 22Q: 3 clusters Score -2575594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2575599.750000 Penalty: 4862.783691
	Iteration 23Q: 3 clusters Score -2575600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2575615.250000 Penalty: 4862.783691
	Iteration 24Q: 3 clusters Score -2575615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2575625.750000 Penalty: 4862.783691
	Iteration 25Q: 3 clusters Score -2575626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2575638.000000 Penalty: 4862.783691
	Iteration 26Q: 3 clusters Score -2575638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2575642.750000 Penalty: 4862.783691
	Iteration 27Q: 3 clusters Score -2575643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2575653.250000 Penalty: 4862.783691
	Iteration 28Q: 3 clusters Score -2575653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2575661.250000 Penalty: 4862.783691
	Iteration 29Q: 3 clusters Score -2575661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2575677.750000 Penalty: 4862.783691
	Iteration 30Q: 3 clusters Score -2575678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2575676.250000 Penalty: 4862.783691
	Iteration 31Q: 3 clusters Score -2575676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2575677.750000 Penalty: 4862.783691
	Iteration 32Q: 3 clusters Score -2575678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2575691.750000 Penalty: 4862.783691
	Iteration 33Q: 3 clusters Score -2575692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2575694.500000 Penalty: 4862.783691
	Iteration 34Q: 3 clusters Score -2575694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2575700.500000 Penalty: 4862.783691
	Iteration 35Q: 3 clusters Score -2575700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2575713.750000 Penalty: 4862.783691
	Iteration 36Q: 3 clusters Score -2575714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2575721.500000 Penalty: 4862.783691
	Iteration 37Q: 3 clusters Score -2575722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2575719.750000 Penalty: 4862.783691
	Iteration 38Q: 3 clusters Score -2575720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2575727.500000 Penalty: 4862.783691
	Iteration 39Q: 3 clusters Score -2575728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2575728.750000 Penalty: 4862.783691
	Iteration 40F: 3 clusters Score -2575729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2575732.500000 Penalty: 4862.783691
	Iteration 41Q: 3 clusters Score -2575732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2575728.250000 Penalty: 4862.783691
	Iteration 42Q: 3 clusters Score -2575728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2575728.750000 Penalty: 4862.783691
	Iteration 43Q: 3 clusters Score -2575729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2575730.250000 Penalty: 4862.783691
	Iteration 44Q: 3 clusters Score -2575730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2575731.250000 Penalty: 4862.783691
	Iteration 45Q: 3 clusters Score -2575731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2575731.750000 Penalty: 4862.783691
	Iteration 46Q: 3 clusters Score -2575732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2575740.250000 Penalty: 4862.783691
	Iteration 47Q: 3 clusters Score -2575740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2575737.250000 Penalty: 4862.783691
	Iteration 48Q: 3 clusters Score -2575737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2575741.250000 Penalty: 4862.783691
	Iteration 49Q: 3 clusters Score -2575741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2575741.250000 Penalty: 4862.783691
	Iteration 50Q: 3 clusters Score -2575741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2575744.000000 Penalty: 4862.783691
	Iteration 51Q: 3 clusters Score -2575744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2575744.000000 Penalty: 4862.783691
	Iteration 52Q: 3 clusters Score -2575744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2575741.250000 Penalty: 4862.783691
	Iteration 53Q: 3 clusters Score -2575741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2575737.500000 Penalty: 4862.783691
	Iteration 54Q: 3 clusters Score -2575738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2575739.000000 Penalty: 4862.783691
	Iteration 55Q: 3 clusters Score -2575739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2575739.750000 Penalty: 4862.783691
	Iteration 56Q: 3 clusters Score -2575740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2575737.500000 Penalty: 4862.783691
	Iteration 57Q: 3 clusters Score -2575738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2575738.750000 Penalty: 4862.783691
	Iteration 58Q: 3 clusters Score -2575739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2575739.750000 Penalty: 4862.783691
	Iteration 59Q: 3 clusters Score -2575740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2575741.000000 Penalty: 4862.783691
	Iteration 60F: 3 clusters Score -2575741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2575739.500000 Penalty: 4862.783691
	Iteration 61Q: 3 clusters Score -2575740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2575739.000000 Penalty: 4862.783691
	Iteration 62Q: 3 clusters Score -2575739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2575744.000000 Penalty: 4862.783691
	Iteration 63Q: 3 clusters Score -2575744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2575746.500000 Penalty: 4862.783691
	Iteration 64Q: 3 clusters Score -2575746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2575746.250000 Penalty: 4862.783691
	Iteration 65Q: 3 clusters Score -2575746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2575746.500000 Penalty: 4862.783691
	Iteration 66Q: 3 clusters Score -2575746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2575748.250000 Penalty: 4862.783691
	Iteration 67Q: 3 clusters Score -2575748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2575751.500000 Penalty: 4862.783691
	Iteration 68Q: 3 clusters Score -2575752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2575749.750000 Penalty: 4862.783691
	Iteration 69Q: 3 clusters Score -2575750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2575756.000000 Penalty: 4862.783691
	Iteration 70Q: 3 clusters Score -2575756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2575761.250000 Penalty: 4862.783691
	Iteration 71Q: 3 clusters Score -2575761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2575764.500000 Penalty: 4862.783691
	Iteration 72Q: 3 clusters Score -2575764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2575766.000000 Penalty: 4862.783691
	Iteration 73Q: 3 clusters Score -2575766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2575766.500000 Penalty: 4862.783691
	Iteration 74Q: 3 clusters Score -2575766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2575766.750000 Penalty: 4862.783691
	Iteration 75Q: 3 clusters Score -2575767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2575766.500000 Penalty: 4862.783691
	Iteration 76Q: 3 clusters Score -2575766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2575766.250000 Penalty: 4862.783691
	Iteration 77Q: 3 clusters Score -2575766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2575766.000000 Penalty: 4862.783691
	Iteration 78Q: 3 clusters Score -2575766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2575769.250000 Penalty: 4862.783691
	Iteration 79Q: 3 clusters Score -2575769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2575768.750000 Penalty: 4862.783691
	Iteration 80F: 3 clusters Score -2575769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2575772.000000 Penalty: 4862.783691
	Iteration 81Q: 3 clusters Score -2575772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2575773.500000 Penalty: 4862.783691
	Iteration 82Q: 3 clusters Score -2575774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2575770.500000 Penalty: 4862.783691
	Iteration 83Q: 3 clusters Score -2575770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2575772.000000 Penalty: 4862.783691
	Iteration 84Q: 3 clusters Score -2575772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2575774.500000 Penalty: 4862.783691
	Iteration 85Q: 3 clusters Score -2575774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2575776.500000 Penalty: 4862.783691
	Iteration 86Q: 3 clusters Score -2575776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2575775.000000 Penalty: 4862.783691
	Iteration 87Q: 3 clusters Score -2575775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2575774.250000 Penalty: 4862.783691
	Iteration 88Q: 3 clusters Score -2575774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2575775.250000 Penalty: 4862.783691
	Iteration 89Q: 3 clusters Score -2575775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2575771.250000 Penalty: 4862.783691
	Iteration 90Q: 3 clusters Score -2575771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2575774.750000 Penalty: 4862.783691
	Iteration 91Q: 3 clusters Score -2575775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2575778.750000 Penalty: 4862.783691
	Iteration 92Q: 3 clusters Score -2575779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2575776.000000 Penalty: 4862.783691
	Iteration 93Q: 3 clusters Score -2575776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2575774.000000 Penalty: 4862.783691
	Iteration 94Q: 3 clusters Score -2575774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2575776.250000 Penalty: 4862.783691
	Iteration 95Q: 3 clusters Score -2575776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2575776.250000 Penalty: 4862.783691
	Iteration 96Q: 3 clusters Score -2575776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2575774.250000 Penalty: 4862.783691
	Iteration 97Q: 3 clusters Score -2575774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2575776.750000 Penalty: 4862.783691
	Iteration 98Q: 3 clusters Score -2575777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2575777.500000 Penalty: 4862.783691
	Iteration 99Q: 3 clusters Score -2575778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2575779.500000 Penalty: 4862.783691
	Iteration 100F: 3 clusters Score -2575780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2575777.500000 Penalty: 4862.783691
	Iteration 101Q: 3 clusters Score -2575778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2575776.750000 Penalty: 4862.783691
	Iteration 102Q: 3 clusters Score -2575777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2575776.750000 Penalty: 4862.783691
	Iteration 103F: 3 clusters Score -2575777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Entering Unmasked Estep 
Score: -7399487.500000 Penalty: 2692.478027
	Iteration 0F: 2 clusters Score -7399488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -7364419.500000 Penalty: 5384.956055
	Iteration 0F: 3 clusters Score -7364420 nChanged 24077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -7377872.500000 Penalty: 5384.956055
	Iteration 1F: 3 clusters Score -7377872 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -7378479.000000 Penalty: 5384.956055
	Iteration 2Q: 3 clusters Score -7378479 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -7379002.500000 Penalty: 5384.956055
	Iteration 3Q: 3 clusters Score -7379002 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -7379527.000000 Penalty: 5384.956055
	Iteration 4Q: 3 clusters Score -7379527 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -7380256.500000 Penalty: 5384.956055
	Iteration 5Q: 3 clusters Score -7380256 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -7381384.500000 Penalty: 5384.956055
	Iteration 6Q: 3 clusters Score -7381384 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -7383183.000000 Penalty: 5384.956055
	Iteration 7F: 3 clusters Score -7383183 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -7386090.000000 Penalty: 5384.956055
	Iteration 8F: 3 clusters Score -7386090 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -7389527.500000 Penalty: 5384.956055
	Iteration 9F: 3 clusters Score -7389528 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -7392513.000000 Penalty: 5384.956055
	Iteration 10F: 3 clusters Score -7392513 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -7394414.000000 Penalty: 5384.956055
	Iteration 11Q: 3 clusters Score -7394414 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -7395492.500000 Penalty: 5384.956055
	Iteration 12Q: 3 clusters Score -7395492 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -7396179.500000 Penalty: 5384.956055
	Iteration 13Q: 3 clusters Score -7396180 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7396574.500000 Penalty: 5384.956055
	Iteration 14Q: 3 clusters Score -7396574 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7396836.500000 Penalty: 5384.956055
	Iteration 15Q: 3 clusters Score -7396836 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7397009.000000 Penalty: 5384.956055
	Iteration 16Q: 3 clusters Score -7397009 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7397086.500000 Penalty: 5384.956055
	Iteration 17Q: 3 clusters Score -7397086 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7397135.500000 Penalty: 5384.956055
	Iteration 18Q: 3 clusters Score -7397136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7397174.000000 Penalty: 5384.956055
	Iteration 19Q: 3 clusters Score -7397174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7397197.500000 Penalty: 5384.956055
	Iteration 20F: 3 clusters Score -7397198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7397234.500000 Penalty: 5384.956055
	Iteration 21Q: 3 clusters Score -7397234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7397265.500000 Penalty: 5384.956055
	Iteration 22Q: 3 clusters Score -7397266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7397278.000000 Penalty: 5384.956055
	Iteration 23Q: 3 clusters Score -7397278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7397299.000000 Penalty: 5384.956055
	Iteration 24Q: 3 clusters Score -7397299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7397314.000000 Penalty: 5384.956055
	Iteration 25Q: 3 clusters Score -7397314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7397326.500000 Penalty: 5384.956055
	Iteration 26Q: 3 clusters Score -7397326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7397340.500000 Penalty: 5384.956055
	Iteration 27Q: 3 clusters Score -7397340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7397355.000000 Penalty: 5384.956055
	Iteration 28Q: 3 clusters Score -7397355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7397356.000000 Penalty: 5384.956055
	Iteration 29Q: 3 clusters Score -7397356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7397360.500000 Penalty: 5384.956055
	Iteration 30Q: 3 clusters Score -7397360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7397367.000000 Penalty: 5384.956055
	Iteration 31Q: 3 clusters Score -7397367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7397366.500000 Penalty: 5384.956055
	Iteration 32Q: 3 clusters Score -7397366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7397374.000000 Penalty: 5384.956055
	Iteration 33Q: 3 clusters Score -7397374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7397373.500000 Penalty: 5384.956055
	Iteration 34Q: 3 clusters Score -7397374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7397374.500000 Penalty: 5384.956055
	Iteration 35Q: 3 clusters Score -7397374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7397371.000000 Penalty: 5384.956055
	Iteration 36Q: 3 clusters Score -7397371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7397371.000000 Penalty: 5384.956055
	Iteration 37F: 3 clusters Score -7397371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -464255.687500 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -464255.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -460714.843750 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -460714.8 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -461477.687500 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -461477.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -461709.250000 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -461709.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -461953.437500 Penalty: 4029.284668
	Iteration 3F: 3 clusters Score -461953.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -462221.812500 Penalty: 4029.284668
	Iteration 4F: 3 clusters Score -462221.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -462455.062500 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -462455.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -462634.937500 Penalty: 4029.284668
	Iteration 6F: 3 clusters Score -462634.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -462790.031250 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -462790 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -462948.437500 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -462948.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -463148.250000 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -463148.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -463440.531250 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -463440.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -463843.406250 Penalty: 4029.284668
	Iteration 11F: 3 clusters Score -463843.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -464376.656250 Penalty: 4029.284668
	Iteration 12F: 3 clusters Score -464376.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -464925.062500 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -464925.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -465245.593750 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -465245.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -465286.593750 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -465286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -465297.312500 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -465297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -465302.843750 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -465302.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -465307.500000 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -465307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -465308.875000 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -465308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -465309.125000 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -465309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 54719 members 
Mstep: Class 3 contains 158393 members 
Mstep: Class 4 contains 62550 members 
Mstep: Class 5 contains 26267 members 
Mstep: Class 6 contains 134319 members 
Mstep: Class 7 contains 95209 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 146285 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 51884 members 
Mstep: Class 13 contains 1987 members 
Mstep: Class 14 contains 18135 members 
Mstep: Class 15 contains 35938 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 161255 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 40208 members 
Mstep: Class 20 contains 41353 members 
Mstep: Class 21 contains 1386 members 
Entering Unmasked Estep 
Score: -147023056.000000 Penalty: 72245.875000
Splitting cluster 13 changes total score from -147022704.000000 to -147023056.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (18135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Entering Unmasked Estep 
Score: -2598734.250000 Penalty: 2431.788574
	Iteration 0F: 2 clusters Score -2598734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2585877.750000 Penalty: 4863.577148
	Iteration 0F: 3 clusters Score -2585878 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2590045.250000 Penalty: 4863.577148
	Iteration 1F: 3 clusters Score -2590045 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2590354.250000 Penalty: 4863.577148
	Iteration 2Q: 3 clusters Score -2590354 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2590617.500000 Penalty: 4863.577148
	Iteration 3Q: 3 clusters Score -2590618 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2590862.500000 Penalty: 4863.577148
	Iteration 4Q: 3 clusters Score -2590862 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2591114.000000 Penalty: 4863.577148
	Iteration 5Q: 3 clusters Score -2591114 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2591396.750000 Penalty: 4863.577148
	Iteration 6Q: 3 clusters Score -2591397 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2591736.000000 Penalty: 4863.577148
	Iteration 7Q: 3 clusters Score -2591736 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2592162.000000 Penalty: 4863.577148
	Iteration 8Q: 3 clusters Score -2592162 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2592707.000000 Penalty: 4863.577148
	Iteration 9Q: 3 clusters Score -2592707 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2593337.000000 Penalty: 4863.577148
	Iteration 10Q: 3 clusters Score -2593337 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2593946.250000 Penalty: 4863.577148
	Iteration 11Q: 3 clusters Score -2593946 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2594529.000000 Penalty: 4863.577148
	Iteration 12Q: 3 clusters Score -2594529 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2595049.250000 Penalty: 4863.577148
	Iteration 13Q: 3 clusters Score -2595049 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2595489.500000 Penalty: 4863.577148
	Iteration 14Q: 3 clusters Score -2595490 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2595843.500000 Penalty: 4863.577148
	Iteration 15Q: 3 clusters Score -2595844 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2596063.500000 Penalty: 4863.577148
	Iteration 16Q: 3 clusters Score -2596064 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2596219.500000 Penalty: 4863.577148
	Iteration 17Q: 3 clusters Score -2596220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2596337.500000 Penalty: 4863.577148
	Iteration 18Q: 3 clusters Score -2596338 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2596424.500000 Penalty: 4863.577148
	Iteration 19Q: 3 clusters Score -2596424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2596495.000000 Penalty: 4863.577148
	Iteration 20F: 3 clusters Score -2596495 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2596552.250000 Penalty: 4863.577148
	Iteration 21Q: 3 clusters Score -2596552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2596571.750000 Penalty: 4863.577148
	Iteration 22Q: 3 clusters Score -2596572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2596591.000000 Penalty: 4863.577148
	Iteration 23Q: 3 clusters Score -2596591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2596618.500000 Penalty: 4863.577148
	Iteration 24Q: 3 clusters Score -2596618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2596635.500000 Penalty: 4863.577148
	Iteration 25Q: 3 clusters Score -2596636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2596648.250000 Penalty: 4863.577148
	Iteration 26Q: 3 clusters Score -2596648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2596657.500000 Penalty: 4863.577148
	Iteration 27Q: 3 clusters Score -2596658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2596664.000000 Penalty: 4863.577148
	Iteration 28Q: 3 clusters Score -2596664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2596667.250000 Penalty: 4863.577148
	Iteration 29Q: 3 clusters Score -2596667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2596671.750000 Penalty: 4863.577148
	Iteration 30Q: 3 clusters Score -2596672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2596672.250000 Penalty: 4863.577148
	Iteration 31Q: 3 clusters Score -2596672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2596682.000000 Penalty: 4863.577148
	Iteration 32Q: 3 clusters Score -2596682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2596683.750000 Penalty: 4863.577148
	Iteration 33Q: 3 clusters Score -2596684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2596681.000000 Penalty: 4863.577148
	Iteration 34Q: 3 clusters Score -2596681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2596681.000000 Penalty: 4863.577148
	Iteration 35F: 3 clusters Score -2596681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Entering Unmasked Estep 
Score: -4913636.500000 Penalty: 2601.408447
	Iteration 0F: 2 clusters Score -4913636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4889228.000000 Penalty: 5202.816895
	Iteration 0F: 3 clusters Score -4889228 nChanged 16337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -4898434.500000 Penalty: 5202.816895
	Iteration 1F: 3 clusters Score -4898434 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -4899535.000000 Penalty: 5202.816895
	Iteration 2F: 3 clusters Score -4899535 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4900799.000000 Penalty: 5202.816895
	Iteration 3F: 3 clusters Score -4900799 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4902107.500000 Penalty: 5202.816895
	Iteration 4F: 3 clusters Score -4902108 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4903521.000000 Penalty: 5202.816895
	Iteration 5F: 3 clusters Score -4903521 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4904773.500000 Penalty: 5202.816895
	Iteration 6F: 3 clusters Score -4904774 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -4905827.000000 Penalty: 5202.816895
	Iteration 7F: 3 clusters Score -4905827 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4906769.000000 Penalty: 5202.816895
	Iteration 8F: 3 clusters Score -4906769 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -4907508.000000 Penalty: 5202.816895
	Iteration 9Q: 3 clusters Score -4907508 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -4908025.500000 Penalty: 5202.816895
	Iteration 10Q: 3 clusters Score -4908026 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -4908524.500000 Penalty: 5202.816895
	Iteration 11Q: 3 clusters Score -4908524 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -4908863.000000 Penalty: 5202.816895
	Iteration 12Q: 3 clusters Score -4908863 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4909151.500000 Penalty: 5202.816895
	Iteration 13Q: 3 clusters Score -4909152 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -4909428.500000 Penalty: 5202.816895
	Iteration 14Q: 3 clusters Score -4909428 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -4909673.500000 Penalty: 5202.816895
	Iteration 15Q: 3 clusters Score -4909674 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -4909907.500000 Penalty: 5202.816895
	Iteration 16Q: 3 clusters Score -4909908 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -4910168.500000 Penalty: 5202.816895
	Iteration 17Q: 3 clusters Score -4910168 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -4910465.500000 Penalty: 5202.816895
	Iteration 18Q: 3 clusters Score -4910466 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -4910746.500000 Penalty: 5202.816895
	Iteration 19Q: 3 clusters Score -4910746 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -4910992.000000 Penalty: 5202.816895
	Iteration 20F: 3 clusters Score -4910992 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4911270.500000 Penalty: 5202.816895
	Iteration 21Q: 3 clusters Score -4911270 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4911610.000000 Penalty: 5202.816895
	Iteration 22Q: 3 clusters Score -4911610 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -4912101.500000 Penalty: 5202.816895
	Iteration 23Q: 3 clusters Score -4912102 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -4912564.000000 Penalty: 5202.816895
	Iteration 24Q: 3 clusters Score -4912564 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -4912830.000000 Penalty: 5202.816895
	Iteration 25Q: 3 clusters Score -4912830 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -4912984.000000 Penalty: 5202.816895
	Iteration 26Q: 3 clusters Score -4912984 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -4913086.000000 Penalty: 5202.816895
	Iteration 27Q: 3 clusters Score -4913086 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4913138.000000 Penalty: 5202.816895
	Iteration 28Q: 3 clusters Score -4913138 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -4913189.500000 Penalty: 5202.816895
	Iteration 29Q: 3 clusters Score -4913190 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -4913193.000000 Penalty: 5202.816895
	Iteration 30Q: 3 clusters Score -4913193 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -4913229.500000 Penalty: 5202.816895
	Iteration 31Q: 3 clusters Score -4913230 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4913243.500000 Penalty: 5202.816895
	Iteration 32Q: 3 clusters Score -4913244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -4913257.500000 Penalty: 5202.816895
	Iteration 33Q: 3 clusters Score -4913258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -4913282.500000 Penalty: 5202.816895
	Iteration 34Q: 3 clusters Score -4913282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4913276.000000 Penalty: 5202.816895
	Iteration 35Q: 3 clusters Score -4913276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -4913286.500000 Penalty: 5202.816895
	Iteration 36Q: 3 clusters Score -4913286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4913284.500000 Penalty: 5202.816895
	Iteration 37Q: 3 clusters Score -4913284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4913300.500000 Penalty: 5202.816895
	Iteration 38Q: 3 clusters Score -4913300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -4913304.000000 Penalty: 5202.816895
	Iteration 39Q: 3 clusters Score -4913304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -4913315.000000 Penalty: 5202.816895
	Iteration 40F: 3 clusters Score -4913315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4913314.500000 Penalty: 5202.816895
	Iteration 41Q: 3 clusters Score -4913314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -4913321.000000 Penalty: 5202.816895
	Iteration 42Q: 3 clusters Score -4913321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -4913326.000000 Penalty: 5202.816895
	Iteration 43Q: 3 clusters Score -4913326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -4913330.500000 Penalty: 5202.816895
	Iteration 44Q: 3 clusters Score -4913330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -4913329.500000 Penalty: 5202.816895
	Iteration 45Q: 3 clusters Score -4913330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4913334.500000 Penalty: 5202.816895
	Iteration 46Q: 3 clusters Score -4913334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4913345.500000 Penalty: 5202.816895
	Iteration 47Q: 3 clusters Score -4913346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -4913341.500000 Penalty: 5202.816895
	Iteration 48Q: 3 clusters Score -4913342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4913327.000000 Penalty: 5202.816895
	Iteration 49Q: 3 clusters Score -4913327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -4913331.000000 Penalty: 5202.816895
	Iteration 50Q: 3 clusters Score -4913331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -4913331.500000 Penalty: 5202.816895
	Iteration 51Q: 3 clusters Score -4913332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4913332.500000 Penalty: 5202.816895
	Iteration 52Q: 3 clusters Score -4913332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4913332.500000 Penalty: 5202.816895
	Iteration 53F: 3 clusters Score -4913332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Entering Unmasked Estep 
Score: -543042.812500 Penalty: 2047.831543
	Iteration 0F: 2 clusters Score -543042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -539208.562500 Penalty: 4095.663086
	Iteration 0F: 3 clusters Score -539208.6 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -540038.500000 Penalty: 4095.663086
	Iteration 1F: 3 clusters Score -540038.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -540218.812500 Penalty: 4095.663086
	Iteration 2F: 3 clusters Score -540218.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -540328.562500 Penalty: 4095.663086
	Iteration 3F: 3 clusters Score -540328.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -540402.437500 Penalty: 4095.663086
	Iteration 4Q: 3 clusters Score -540402.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -540446.562500 Penalty: 4095.663086
	Iteration 5Q: 3 clusters Score -540446.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -540472.625000 Penalty: 4095.663086
	Iteration 6Q: 3 clusters Score -540472.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -540492.625000 Penalty: 4095.663086
	Iteration 7Q: 3 clusters Score -540492.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -540509.875000 Penalty: 4095.663086
	Iteration 8Q: 3 clusters Score -540509.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -540518.750000 Penalty: 4095.663086
	Iteration 9Q: 3 clusters Score -540518.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -540528.750000 Penalty: 4095.663086
	Iteration 10Q: 3 clusters Score -540528.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -540538.500000 Penalty: 4095.663086
	Iteration 11Q: 3 clusters Score -540538.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -540544.687500 Penalty: 4095.663086
	Iteration 12Q: 3 clusters Score -540544.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -540552.187500 Penalty: 4095.663086
	Iteration 13Q: 3 clusters Score -540552.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -540560.437500 Penalty: 4095.663086
	Iteration 14Q: 3 clusters Score -540560.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -540570.312500 Penalty: 4095.663086
	Iteration 15Q: 3 clusters Score -540570.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -540579.875000 Penalty: 4095.663086
	Iteration 16Q: 3 clusters Score -540579.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -540601.062500 Penalty: 4095.663086
	Iteration 17Q: 3 clusters Score -540601.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -540631.062500 Penalty: 4095.663086
	Iteration 18Q: 3 clusters Score -540631.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -540660.687500 Penalty: 4095.663086
	Iteration 19Q: 3 clusters Score -540660.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -540681.125000 Penalty: 4095.663086
	Iteration 20F: 3 clusters Score -540681.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -540702.437500 Penalty: 4095.663086
	Iteration 21Q: 3 clusters Score -540702.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -540720.875000 Penalty: 4095.663086
	Iteration 22Q: 3 clusters Score -540720.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -540732.937500 Penalty: 4095.663086
	Iteration 23Q: 3 clusters Score -540732.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -540746.562500 Penalty: 4095.663086
	Iteration 24Q: 3 clusters Score -540746.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -540767.125000 Penalty: 4095.663086
	Iteration 25Q: 3 clusters Score -540767.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -540783.937500 Penalty: 4095.663086
	Iteration 26Q: 3 clusters Score -540783.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -540798.812500 Penalty: 4095.663086
	Iteration 27Q: 3 clusters Score -540798.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -540820.312500 Penalty: 4095.663086
	Iteration 28Q: 3 clusters Score -540820.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -540841.500000 Penalty: 4095.663086
	Iteration 29Q: 3 clusters Score -540841.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -540853.375000 Penalty: 4095.663086
	Iteration 30Q: 3 clusters Score -540853.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -540869.312500 Penalty: 4095.663086
	Iteration 31Q: 3 clusters Score -540869.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -540888.812500 Penalty: 4095.663086
	Iteration 32Q: 3 clusters Score -540888.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -540912.000000 Penalty: 4095.663086
	Iteration 33Q: 3 clusters Score -540912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -540935.375000 Penalty: 4095.663086
	Iteration 34Q: 3 clusters Score -540935.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -540955.437500 Penalty: 4095.663086
	Iteration 35Q: 3 clusters Score -540955.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -540974.250000 Penalty: 4095.663086
	Iteration 36Q: 3 clusters Score -540974.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -540993.312500 Penalty: 4095.663086
	Iteration 37Q: 3 clusters Score -540993.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -541010.750000 Penalty: 4095.663086
	Iteration 38Q: 3 clusters Score -541010.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -541027.625000 Penalty: 4095.663086
	Iteration 39Q: 3 clusters Score -541027.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -541041.437500 Penalty: 4095.663086
	Iteration 40F: 3 clusters Score -541041.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -541052.562500 Penalty: 4095.663086
	Iteration 41Q: 3 clusters Score -541052.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -541062.500000 Penalty: 4095.663086
	Iteration 42Q: 3 clusters Score -541062.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -541074.812500 Penalty: 4095.663086
	Iteration 43Q: 3 clusters Score -541074.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -541085.750000 Penalty: 4095.663086
	Iteration 44Q: 3 clusters Score -541085.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -541097.000000 Penalty: 4095.663086
	Iteration 45Q: 3 clusters Score -541097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -541109.187500 Penalty: 4095.663086
	Iteration 46Q: 3 clusters Score -541109.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -541123.437500 Penalty: 4095.663086
	Iteration 47Q: 3 clusters Score -541123.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -541132.812500 Penalty: 4095.663086
	Iteration 48Q: 3 clusters Score -541132.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -541140.812500 Penalty: 4095.663086
	Iteration 49Q: 3 clusters Score -541140.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -541152.812500 Penalty: 4095.663086
	Iteration 50Q: 3 clusters Score -541152.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -541164.250000 Penalty: 4095.663086
	Iteration 51Q: 3 clusters Score -541164.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -541172.125000 Penalty: 4095.663086
	Iteration 52Q: 3 clusters Score -541172.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -541178.937500 Penalty: 4095.663086
	Iteration 53Q: 3 clusters Score -541178.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -541185.625000 Penalty: 4095.663086
	Iteration 54Q: 3 clusters Score -541185.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -541191.250000 Penalty: 4095.663086
	Iteration 55Q: 3 clusters Score -541191.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -541194.750000 Penalty: 4095.663086
	Iteration 56Q: 3 clusters Score -541194.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -541201.500000 Penalty: 4095.663086
	Iteration 57Q: 3 clusters Score -541201.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -541208.875000 Penalty: 4095.663086
	Iteration 58Q: 3 clusters Score -541208.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -541217.875000 Penalty: 4095.663086
	Iteration 59Q: 3 clusters Score -541217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -541223.312500 Penalty: 4095.663086
	Iteration 60F: 3 clusters Score -541223.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -541226.750000 Penalty: 4095.663086
	Iteration 61Q: 3 clusters Score -541226.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -541235.000000 Penalty: 4095.663086
	Iteration 62Q: 3 clusters Score -541235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -541242.875000 Penalty: 4095.663086
	Iteration 63Q: 3 clusters Score -541242.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -541246.500000 Penalty: 4095.663086
	Iteration 64Q: 3 clusters Score -541246.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -541251.000000 Penalty: 4095.663086
	Iteration 65Q: 3 clusters Score -541251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -541257.750000 Penalty: 4095.663086
	Iteration 66Q: 3 clusters Score -541257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -541263.500000 Penalty: 4095.663086
	Iteration 67Q: 3 clusters Score -541263.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -541271.812500 Penalty: 4095.663086
	Iteration 68Q: 3 clusters Score -541271.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -541281.750000 Penalty: 4095.663086
	Iteration 69Q: 3 clusters Score -541281.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -541287.250000 Penalty: 4095.663086
	Iteration 70Q: 3 clusters Score -541287.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -541292.562500 Penalty: 4095.663086
	Iteration 71Q: 3 clusters Score -541292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -541297.937500 Penalty: 4095.663086
	Iteration 72Q: 3 clusters Score -541297.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -541301.312500 Penalty: 4095.663086
	Iteration 73Q: 3 clusters Score -541301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -541303.500000 Penalty: 4095.663086
	Iteration 74Q: 3 clusters Score -541303.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -541305.875000 Penalty: 4095.663086
	Iteration 75Q: 3 clusters Score -541305.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -541307.062500 Penalty: 4095.663086
	Iteration 76Q: 3 clusters Score -541307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -541307.625000 Penalty: 4095.663086
	Iteration 77Q: 3 clusters Score -541307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -541308.750000 Penalty: 4095.663086
	Iteration 78Q: 3 clusters Score -541308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -541308.187500 Penalty: 4095.663086
	Iteration 79Q: 3 clusters Score -541308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -541308.187500 Penalty: 4095.663086
	Iteration 80F: 3 clusters Score -541308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (161255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161255 members 
Entering Unmasked Estep 
Score: -22587074.000000 Penalty: 2973.704102
	Iteration 0F: 2 clusters Score -2.258707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 80859 members 
Entering Unmasked Estep 
Score: -22484932.000000 Penalty: 5947.408203
	Iteration 0F: 3 clusters Score -2.248493e+07 nChanged 77087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -22529484.000000 Penalty: 5947.408203
	Iteration 1F: 3 clusters Score -2.252948e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74311 members 
Mstep: Class 2 contains 86944 members 
Entering Unmasked Estep 
Score: -22530536.000000 Penalty: 5947.408203
	Iteration 2Q: 3 clusters Score -2.253054e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -22532008.000000 Penalty: 5947.408203
	Iteration 3Q: 3 clusters Score -2.253201e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -22534238.000000 Penalty: 5947.408203
	Iteration 4Q: 3 clusters Score -2.253424e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 105217 members 
Entering Unmasked Estep 
Score: -22538882.000000 Penalty: 5947.408203
	Iteration 5F: 3 clusters Score -2.253888e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 116934 members 
Entering Unmasked Estep 
Score: -22547084.000000 Penalty: 5947.408203
	Iteration 6F: 3 clusters Score -2.254708e+07 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 131347 members 
Entering Unmasked Estep 
Score: -22559496.000000 Penalty: 5947.408203
	Iteration 7F: 3 clusters Score -2.25595e+07 nChanged 13716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 145063 members 
Entering Unmasked Estep 
Score: -22572728.000000 Penalty: 5947.408203
	Iteration 8F: 3 clusters Score -2.257273e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 154381 members 
Entering Unmasked Estep 
Score: -22579742.000000 Penalty: 5947.408203
	Iteration 9F: 3 clusters Score -2.257974e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 158778 members 
Entering Unmasked Estep 
Score: -22582752.000000 Penalty: 5947.408203
	Iteration 10Q: 3 clusters Score -2.258275e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 160299 members 
Entering Unmasked Estep 
Score: -22583820.000000 Penalty: 5947.408203
	Iteration 11Q: 3 clusters Score -2.258382e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 160743 members 
Entering Unmasked Estep 
Score: -22584202.000000 Penalty: 5947.408203
	Iteration 12Q: 3 clusters Score -2.25842e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 160872 members 
Entering Unmasked Estep 
Score: -22584364.000000 Penalty: 5947.408203
	Iteration 13Q: 3 clusters Score -2.258436e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 160925 members 
Entering Unmasked Estep 
Score: -22584442.000000 Penalty: 5947.408203
	Iteration 14Q: 3 clusters Score -2.258444e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 160947 members 
Entering Unmasked Estep 
Score: -22584488.000000 Penalty: 5947.408203
	Iteration 15Q: 3 clusters Score -2.258449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -22584508.000000 Penalty: 5947.408203
	Iteration 16Q: 3 clusters Score -2.258451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 160956 members 
Entering Unmasked Estep 
Score: -22584510.000000 Penalty: 5947.408203
	Iteration 17Q: 3 clusters Score -2.258451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 160962 members 
Entering Unmasked Estep 
Score: -22584540.000000 Penalty: 5947.408203
	Iteration 18Q: 3 clusters Score -2.258454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 160964 members 
Entering Unmasked Estep 
Score: -22584548.000000 Penalty: 5947.408203
	Iteration 19Q: 3 clusters Score -2.258455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 160967 members 
Entering Unmasked Estep 
Score: -22584544.000000 Penalty: 5947.408203
	Iteration 20F: 3 clusters Score -2.258454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 160969 members 
Entering Unmasked Estep 
Score: -22584548.000000 Penalty: 5947.408203
	Iteration 21Q: 3 clusters Score -2.258455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 160969 members 
Entering Unmasked Estep 
Score: -22584570.000000 Penalty: 5947.408203
	Iteration 22Q: 3 clusters Score -2.258457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 160971 members 
Entering Unmasked Estep 
Score: -22584572.000000 Penalty: 5947.408203
	Iteration 23Q: 3 clusters Score -2.258457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 160972 members 
Entering Unmasked Estep 
Score: -22584576.000000 Penalty: 5947.408203
	Iteration 24Q: 3 clusters Score -2.258458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 160972 members 
Entering Unmasked Estep 
Score: -22584576.000000 Penalty: 5947.408203
	Iteration 25F: 3 clusters Score -2.258458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -64018.070312 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -64018.07 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 271 members 
Entering Unmasked Estep 
Score: -62712.792969 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -62712.79 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63558.550781 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -63558.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64226.203125 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -64226.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64551.441406 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -64551.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64644.242188 Penalty: 3113.215088
	Iteration 4Q: 3 clusters Score -64644.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -64710.578125 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -64710.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64746.484375 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -64746.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64758.222656 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -64758.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64758.222656 Penalty: 3113.215088
	Iteration 8F: 3 clusters Score -64758.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 54719 members 
Mstep: Class 3 contains 158393 members 
Mstep: Class 4 contains 62550 members 
Mstep: Class 5 contains 26267 members 
Mstep: Class 6 contains 134319 members 
Mstep: Class 7 contains 95209 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 146285 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 51884 members 
Mstep: Class 13 contains 1987 members 
Mstep: Class 14 contains 18135 members 
Mstep: Class 15 contains 35938 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 161255 members 
Mstep: Class 18 contains 115 members 
Mstep: Class 19 contains 40208 members 
Mstep: Class 20 contains 41353 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 417 members 
Entering Unmasked Estep 
Score: -147021840.000000 Penalty: 75686.148438
Splitting cluster 18 changes total score from -147022704.000000 to -147021840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (40208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Entering Unmasked Estep 
Score: -5743133.500000 Penalty: 2629.251709
	Iteration 0F: 2 clusters Score -5743134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -5716032.500000 Penalty: 5258.503418
	Iteration 0F: 3 clusters Score -5716032 nChanged 18269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -5725876.000000 Penalty: 5258.503418
	Iteration 1F: 3 clusters Score -5725876 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5726385.500000 Penalty: 5258.503418
	Iteration 2Q: 3 clusters Score -5726386 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5726760.500000 Penalty: 5258.503418
	Iteration 3Q: 3 clusters Score -5726760 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5727235.500000 Penalty: 5258.503418
	Iteration 4Q: 3 clusters Score -5727236 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5727702.000000 Penalty: 5258.503418
	Iteration 5Q: 3 clusters Score -5727702 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -5728251.000000 Penalty: 5258.503418
	Iteration 6Q: 3 clusters Score -5728251 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5729011.500000 Penalty: 5258.503418
	Iteration 7Q: 3 clusters Score -5729012 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -5729911.000000 Penalty: 5258.503418
	Iteration 8Q: 3 clusters Score -5729911 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -5731023.500000 Penalty: 5258.503418
	Iteration 9Q: 3 clusters Score -5731024 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -5732321.500000 Penalty: 5258.503418
	Iteration 10F: 3 clusters Score -5732322 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -5733889.000000 Penalty: 5258.503418
	Iteration 11F: 3 clusters Score -5733889 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5735264.000000 Penalty: 5258.503418
	Iteration 12F: 3 clusters Score -5735264 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -5736220.000000 Penalty: 5258.503418
	Iteration 13Q: 3 clusters Score -5736220 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -5736748.000000 Penalty: 5258.503418
	Iteration 14Q: 3 clusters Score -5736748 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -5736964.000000 Penalty: 5258.503418
	Iteration 15Q: 3 clusters Score -5736964 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -5737068.500000 Penalty: 5258.503418
	Iteration 16Q: 3 clusters Score -5737068 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5737112.000000 Penalty: 5258.503418
	Iteration 17Q: 3 clusters Score -5737112 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -5737185.500000 Penalty: 5258.503418
	Iteration 18Q: 3 clusters Score -5737186 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -5737243.500000 Penalty: 5258.503418
	Iteration 19Q: 3 clusters Score -5737244 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -5737307.500000 Penalty: 5258.503418
	Iteration 20F: 3 clusters Score -5737308 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -5737319.000000 Penalty: 5258.503418
	Iteration 21Q: 3 clusters Score -5737319 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -5737349.000000 Penalty: 5258.503418
	Iteration 22Q: 3 clusters Score -5737349 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -5737397.000000 Penalty: 5258.503418
	Iteration 23Q: 3 clusters Score -5737397 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -5737398.500000 Penalty: 5258.503418
	Iteration 24Q: 3 clusters Score -5737398 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -5737409.000000 Penalty: 5258.503418
	Iteration 25Q: 3 clusters Score -5737409 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -5737407.000000 Penalty: 5258.503418
	Iteration 26Q: 3 clusters Score -5737407 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -5737436.000000 Penalty: 5258.503418
	Iteration 27Q: 3 clusters Score -5737436 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -5737444.000000 Penalty: 5258.503418
	Iteration 28Q: 3 clusters Score -5737444 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -5737470.000000 Penalty: 5258.503418
	Iteration 29Q: 3 clusters Score -5737470 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -5737480.500000 Penalty: 5258.503418
	Iteration 30Q: 3 clusters Score -5737480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5737500.000000 Penalty: 5258.503418
	Iteration 31Q: 3 clusters Score -5737500 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -5737496.500000 Penalty: 5258.503418
	Iteration 32Q: 3 clusters Score -5737496 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -5737516.000000 Penalty: 5258.503418
	Iteration 33Q: 3 clusters Score -5737516 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -5737522.000000 Penalty: 5258.503418
	Iteration 34Q: 3 clusters Score -5737522 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -5737541.000000 Penalty: 5258.503418
	Iteration 35Q: 3 clusters Score -5737541 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -5737555.000000 Penalty: 5258.503418
	Iteration 36Q: 3 clusters Score -5737555 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -5737572.500000 Penalty: 5258.503418
	Iteration 37Q: 3 clusters Score -5737572 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -5737605.500000 Penalty: 5258.503418
	Iteration 38Q: 3 clusters Score -5737606 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -5737621.500000 Penalty: 5258.503418
	Iteration 39Q: 3 clusters Score -5737622 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -5737629.000000 Penalty: 5258.503418
	Iteration 40F: 3 clusters Score -5737629 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -5737650.500000 Penalty: 5258.503418
	Iteration 41Q: 3 clusters Score -5737650 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -5737649.500000 Penalty: 5258.503418
	Iteration 42Q: 3 clusters Score -5737650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -5737660.500000 Penalty: 5258.503418
	Iteration 43Q: 3 clusters Score -5737660 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -5737681.500000 Penalty: 5258.503418
	Iteration 44Q: 3 clusters Score -5737682 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -5737670.000000 Penalty: 5258.503418
	Iteration 45Q: 3 clusters Score -5737670 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -5737701.500000 Penalty: 5258.503418
	Iteration 46Q: 3 clusters Score -5737702 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -5737697.000000 Penalty: 5258.503418
	Iteration 47Q: 3 clusters Score -5737697 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -5737705.500000 Penalty: 5258.503418
	Iteration 48Q: 3 clusters Score -5737706 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -5737702.000000 Penalty: 5258.503418
	Iteration 49Q: 3 clusters Score -5737702 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -5737718.000000 Penalty: 5258.503418
	Iteration 50Q: 3 clusters Score -5737718 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -5737720.500000 Penalty: 5258.503418
	Iteration 51Q: 3 clusters Score -5737720 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -5737719.000000 Penalty: 5258.503418
	Iteration 52Q: 3 clusters Score -5737719 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -5737751.500000 Penalty: 5258.503418
	Iteration 53Q: 3 clusters Score -5737752 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -5737748.500000 Penalty: 5258.503418
	Iteration 54Q: 3 clusters Score -5737748 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -5737768.000000 Penalty: 5258.503418
	Iteration 55Q: 3 clusters Score -5737768 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -5737779.000000 Penalty: 5258.503418
	Iteration 56Q: 3 clusters Score -5737779 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -5737805.500000 Penalty: 5258.503418
	Iteration 57Q: 3 clusters Score -5737806 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -5737814.000000 Penalty: 5258.503418
	Iteration 58Q: 3 clusters Score -5737814 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -5737823.500000 Penalty: 5258.503418
	Iteration 59Q: 3 clusters Score -5737824 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -5737840.000000 Penalty: 5258.503418
	Iteration 60F: 3 clusters Score -5737840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -5737836.500000 Penalty: 5258.503418
	Iteration 61Q: 3 clusters Score -5737836 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -5737861.500000 Penalty: 5258.503418
	Iteration 62Q: 3 clusters Score -5737862 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -5737851.000000 Penalty: 5258.503418
	Iteration 63Q: 3 clusters Score -5737851 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -5737870.500000 Penalty: 5258.503418
	Iteration 64Q: 3 clusters Score -5737870 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -5737908.000000 Penalty: 5258.503418
	Iteration 65Q: 3 clusters Score -5737908 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -5737910.500000 Penalty: 5258.503418
	Iteration 66Q: 3 clusters Score -5737910 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -5737916.500000 Penalty: 5258.503418
	Iteration 67Q: 3 clusters Score -5737916 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -5737956.000000 Penalty: 5258.503418
	Iteration 68Q: 3 clusters Score -5737956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -5737975.500000 Penalty: 5258.503418
	Iteration 69Q: 3 clusters Score -5737976 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -5737989.500000 Penalty: 5258.503418
	Iteration 70Q: 3 clusters Score -5737990 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -5737999.500000 Penalty: 5258.503418
	Iteration 71Q: 3 clusters Score -5738000 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -5738017.500000 Penalty: 5258.503418
	Iteration 72Q: 3 clusters Score -5738018 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -5738064.000000 Penalty: 5258.503418
	Iteration 73Q: 3 clusters Score -5738064 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -5738102.500000 Penalty: 5258.503418
	Iteration 74Q: 3 clusters Score -5738102 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5738154.000000 Penalty: 5258.503418
	Iteration 75Q: 3 clusters Score -5738154 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -5738177.500000 Penalty: 5258.503418
	Iteration 76Q: 3 clusters Score -5738178 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -5738238.000000 Penalty: 5258.503418
	Iteration 77Q: 3 clusters Score -5738238 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -5738298.000000 Penalty: 5258.503418
	Iteration 78Q: 3 clusters Score -5738298 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -5738363.500000 Penalty: 5258.503418
	Iteration 79Q: 3 clusters Score -5738364 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -5738452.000000 Penalty: 5258.503418
	Iteration 80F: 3 clusters Score -5738452 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -5738488.000000 Penalty: 5258.503418
	Iteration 81Q: 3 clusters Score -5738488 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -5738537.000000 Penalty: 5258.503418
	Iteration 82Q: 3 clusters Score -5738537 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -5738606.000000 Penalty: 5258.503418
	Iteration 83Q: 3 clusters Score -5738606 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -5738681.000000 Penalty: 5258.503418
	Iteration 84Q: 3 clusters Score -5738681 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -5738750.500000 Penalty: 5258.503418
	Iteration 85Q: 3 clusters Score -5738750 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -5738850.000000 Penalty: 5258.503418
	Iteration 86Q: 3 clusters Score -5738850 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -5738907.500000 Penalty: 5258.503418
	Iteration 87Q: 3 clusters Score -5738908 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -5738980.500000 Penalty: 5258.503418
	Iteration 88Q: 3 clusters Score -5738980 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -5739068.500000 Penalty: 5258.503418
	Iteration 89Q: 3 clusters Score -5739068 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -5739134.500000 Penalty: 5258.503418
	Iteration 90Q: 3 clusters Score -5739134 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -5739189.500000 Penalty: 5258.503418
	Iteration 91Q: 3 clusters Score -5739190 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -5739295.500000 Penalty: 5258.503418
	Iteration 92Q: 3 clusters Score -5739296 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -5739390.500000 Penalty: 5258.503418
	Iteration 93Q: 3 clusters Score -5739390 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -5739519.500000 Penalty: 5258.503418
	Iteration 94Q: 3 clusters Score -5739520 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -5739606.500000 Penalty: 5258.503418
	Iteration 95Q: 3 clusters Score -5739606 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -5739691.500000 Penalty: 5258.503418
	Iteration 96Q: 3 clusters Score -5739692 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -5739801.500000 Penalty: 5258.503418
	Iteration 97Q: 3 clusters Score -5739802 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -5739900.500000 Penalty: 5258.503418
	Iteration 98Q: 3 clusters Score -5739900 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -5739979.000000 Penalty: 5258.503418
	Iteration 99Q: 3 clusters Score -5739979 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -5740084.500000 Penalty: 5258.503418
	Iteration 100F: 3 clusters Score -5740084 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -5740139.500000 Penalty: 5258.503418
	Iteration 101Q: 3 clusters Score -5740140 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5740203.000000 Penalty: 5258.503418
	Iteration 102Q: 3 clusters Score -5740203 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -5740267.500000 Penalty: 5258.503418
	Iteration 103Q: 3 clusters Score -5740268 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -5740348.500000 Penalty: 5258.503418
	Iteration 104Q: 3 clusters Score -5740348 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5740428.500000 Penalty: 5258.503418
	Iteration 105Q: 3 clusters Score -5740428 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -5740494.500000 Penalty: 5258.503418
	Iteration 106Q: 3 clusters Score -5740494 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5740562.000000 Penalty: 5258.503418
	Iteration 107Q: 3 clusters Score -5740562 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -5740599.500000 Penalty: 5258.503418
	Iteration 108Q: 3 clusters Score -5740600 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5740643.000000 Penalty: 5258.503418
	Iteration 109Q: 3 clusters Score -5740643 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5740687.500000 Penalty: 5258.503418
	Iteration 110Q: 3 clusters Score -5740688 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5740722.500000 Penalty: 5258.503418
	Iteration 111Q: 3 clusters Score -5740722 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5740769.000000 Penalty: 5258.503418
	Iteration 112Q: 3 clusters Score -5740769 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5740798.500000 Penalty: 5258.503418
	Iteration 113Q: 3 clusters Score -5740798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5740803.500000 Penalty: 5258.503418
	Iteration 114Q: 3 clusters Score -5740804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5740820.000000 Penalty: 5258.503418
	Iteration 115Q: 3 clusters Score -5740820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5740836.500000 Penalty: 5258.503418
	Iteration 116Q: 3 clusters Score -5740836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5740843.500000 Penalty: 5258.503418
	Iteration 117Q: 3 clusters Score -5740844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5740843.500000 Penalty: 5258.503418
	Iteration 118Q: 3 clusters Score -5740844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5740851.000000 Penalty: 5258.503418
	Iteration 119Q: 3 clusters Score -5740851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5740865.500000 Penalty: 5258.503418
	Iteration 120F: 3 clusters Score -5740866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5740873.000000 Penalty: 5258.503418
	Iteration 121Q: 3 clusters Score -5740873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5740899.000000 Penalty: 5258.503418
	Iteration 122Q: 3 clusters Score -5740899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5740899.500000 Penalty: 5258.503418
	Iteration 123Q: 3 clusters Score -5740900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5740909.000000 Penalty: 5258.503418
	Iteration 124Q: 3 clusters Score -5740909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5740894.000000 Penalty: 5258.503418
	Iteration 125Q: 3 clusters Score -5740894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5740900.500000 Penalty: 5258.503418
	Iteration 126Q: 3 clusters Score -5740900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5740903.500000 Penalty: 5258.503418
	Iteration 127Q: 3 clusters Score -5740904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5740911.500000 Penalty: 5258.503418
	Iteration 128Q: 3 clusters Score -5740912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5740908.500000 Penalty: 5258.503418
	Iteration 129Q: 3 clusters Score -5740908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5740902.500000 Penalty: 5258.503418
	Iteration 130Q: 3 clusters Score -5740902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5740912.500000 Penalty: 5258.503418
	Iteration 131Q: 3 clusters Score -5740912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5740906.500000 Penalty: 5258.503418
	Iteration 132Q: 3 clusters Score -5740906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5740913.500000 Penalty: 5258.503418
	Iteration 133Q: 3 clusters Score -5740914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5740909.500000 Penalty: 5258.503418
	Iteration 134Q: 3 clusters Score -5740910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5740916.500000 Penalty: 5258.503418
	Iteration 135Q: 3 clusters Score -5740916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5740912.500000 Penalty: 5258.503418
	Iteration 136Q: 3 clusters Score -5740912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5740915.000000 Penalty: 5258.503418
	Iteration 137Q: 3 clusters Score -5740915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5740917.000000 Penalty: 5258.503418
	Iteration 138Q: 3 clusters Score -5740917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5740915.000000 Penalty: 5258.503418
	Iteration 139Q: 3 clusters Score -5740915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5740916.500000 Penalty: 5258.503418
	Iteration 140F: 3 clusters Score -5740916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5740920.500000 Penalty: 5258.503418
	Iteration 141Q: 3 clusters Score -5740920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5740918.500000 Penalty: 5258.503418
	Iteration 142Q: 3 clusters Score -5740918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5740910.500000 Penalty: 5258.503418
	Iteration 143Q: 3 clusters Score -5740910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5740910.500000 Penalty: 5258.503418
	Iteration 144F: 3 clusters Score -5740910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Entering Unmasked Estep 
Score: -5910174.500000 Penalty: 2636.215088
	Iteration 0F: 2 clusters Score -5910174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -5882207.500000 Penalty: 5272.430176
	Iteration 0F: 3 clusters Score -5882208 nChanged 18923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -5892692.500000 Penalty: 5272.430176
	Iteration 1F: 3 clusters Score -5892692 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5893114.000000 Penalty: 5272.430176
	Iteration 2Q: 3 clusters Score -5893114 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -5893523.000000 Penalty: 5272.430176
	Iteration 3Q: 3 clusters Score -5893523 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -5893874.000000 Penalty: 5272.430176
	Iteration 4Q: 3 clusters Score -5893874 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5894268.500000 Penalty: 5272.430176
	Iteration 5Q: 3 clusters Score -5894268 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -5894628.500000 Penalty: 5272.430176
	Iteration 6Q: 3 clusters Score -5894628 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -5895026.500000 Penalty: 5272.430176
	Iteration 7Q: 3 clusters Score -5895026 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -5895481.500000 Penalty: 5272.430176
	Iteration 8Q: 3 clusters Score -5895482 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -5896048.000000 Penalty: 5272.430176
	Iteration 9Q: 3 clusters Score -5896048 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -5896800.500000 Penalty: 5272.430176
	Iteration 10Q: 3 clusters Score -5896800 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -5897724.000000 Penalty: 5272.430176
	Iteration 11Q: 3 clusters Score -5897724 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -5898880.500000 Penalty: 5272.430176
	Iteration 12Q: 3 clusters Score -5898880 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -5900257.000000 Penalty: 5272.430176
	Iteration 13Q: 3 clusters Score -5900257 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -5901571.500000 Penalty: 5272.430176
	Iteration 14Q: 3 clusters Score -5901572 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -5902666.500000 Penalty: 5272.430176
	Iteration 15Q: 3 clusters Score -5902666 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -5903455.500000 Penalty: 5272.430176
	Iteration 16Q: 3 clusters Score -5903456 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -5904005.500000 Penalty: 5272.430176
	Iteration 17Q: 3 clusters Score -5904006 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -5904415.500000 Penalty: 5272.430176
	Iteration 18Q: 3 clusters Score -5904416 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -5904738.500000 Penalty: 5272.430176
	Iteration 19Q: 3 clusters Score -5904738 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -5905043.000000 Penalty: 5272.430176
	Iteration 20F: 3 clusters Score -5905043 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -5905343.000000 Penalty: 5272.430176
	Iteration 21Q: 3 clusters Score -5905343 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5905613 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5905882 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5906158 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5906407 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5906642 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5906895 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5907110 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5907260 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5907377 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5907493 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5907565 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -5907626.500000 Penalty: 5272.430176
	Iteration 33Q: 3 clusters Score -5907626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -5907674.500000 Penalty: 5272.430176
	Iteration 34Q: 3 clusters Score -5907674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5907734.500000 Penalty: 5272.430176
	Iteration 35Q: 3 clusters Score -5907734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5907776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5907800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5907819.000000 Penalty: 5272.430176
	Iteration 38Q: 3 clusters Score -5907819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -5907841.500000 Penalty: 5272.430176
	Iteration 39Q: 3 clusters Score -5907842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5907866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5907886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5907906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5907922.500000 Penalty: 5272.430176
	Iteration 43Q: 3 clusters Score -5907922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5907936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5907946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5907947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5907954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5907966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5907970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5907971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5907974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5907972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5907971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5907972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -5907978.000000 Penalty: 5272.430176
	Iteration 55Q: 3 clusters Score -5907978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5907982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5907976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5907981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
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	Iteration 59F: 3 clusters Score -5907981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 54719 members 
Mstep: Class 3 contains 158393 members 
Mstep: Class 4 contains 62550 members 
Mstep: Class 6 contains 134319 members 
Mstep: Class 7 contains 95209 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 146285 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 51884 members 
Mstep: Class 13 contains 1987 members 
Mstep: Class 14 contains 18135 members 
Mstep: Class 15 contains 35938 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 161255 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 40208 members 
Mstep: Class 20 contains 41353 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 22 clusters Score -1.470254e+08 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 54351 members 
Mstep: Class 3 contains 156422 members 
Mstep: Class 4 contains 62483 members 
Mstep: Class 5 contains 25490 members 
Mstep: Class 6 contains 134868 members 
Mstep: Class 7 contains 95966 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 147317 members 
Mstep: Class 11 contains 18121 members 
Mstep: Class 12 contains 52446 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 18047 members 
Mstep: Class 15 contains 35927 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 161525 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 19 contains 40245 members 
Mstep: Class 20 contains 41442 members 
Mstep: Class 21 contains 1373 members 
Entering Unmasked Estep 
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Iteration 80F: 22 clusters Score -1.470286e+08 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 53481 members 
Mstep: Class 3 contains 154990 members 
Mstep: Class 4 contains 62255 members 
Mstep: Class 5 contains 27398 members 
Mstep: Class 6 contains 134776 members 
Mstep: Class 7 contains 96267 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 147656 members 
Mstep: Class 11 contains 18049 members 
Mstep: Class 12 contains 52804 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 17881 members 
Mstep: Class 15 contains 35913 members 
Mstep: Class 16 contains 3857 members 
Mstep: Class 17 contains 161482 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 40179 members 
Mstep: Class 20 contains 41490 members 
Mstep: Class 21 contains 1380 members 
Entering Unmasked Estep 
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Iteration 81Q: 22 clusters Score -1.470303e+08 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 52697 members 
Mstep: Class 3 contains 154100 members 
Mstep: Class 4 contains 62060 members 
Mstep: Class 5 contains 28545 members 
Mstep: Class 6 contains 134662 members 
Mstep: Class 7 contains 96560 members 
Mstep: Class 8 contains 2700 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 147976 members 
Mstep: Class 11 contains 17986 members 
Mstep: Class 12 contains 53182 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 17744 members 
Mstep: Class 15 contains 35903 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 161513 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 40125 members 
Mstep: Class 20 contains 41540 members 
Mstep: Class 21 contains 1385 members 
Entering Unmasked Estep 
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Iteration 82Q: 22 clusters Score -1.470314e+08 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 51975 members 
Mstep: Class 3 contains 153487 members 
Mstep: Class 4 contains 61891 members 
Mstep: Class 5 contains 29441 members 
Mstep: Class 6 contains 134525 members 
Mstep: Class 7 contains 96800 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 148204 members 
Mstep: Class 11 contains 17942 members 
Mstep: Class 12 contains 53541 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 17599 members 
Mstep: Class 15 contains 35892 members 
Mstep: Class 16 contains 3859 members 
Mstep: Class 17 contains 161616 members 
Mstep: Class 18 contains 548 members 
Mstep: Class 19 contains 40081 members 
Mstep: Class 20 contains 41571 members 
Mstep: Class 21 contains 1388 members 
Entering Unmasked Estep 
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Iteration 83Q: 22 clusters Score -1.470324e+08 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 51329 members 
Mstep: Class 3 contains 153020 members 
Mstep: Class 4 contains 61729 members 
Mstep: Class 5 contains 30113 members 
Mstep: Class 6 contains 134328 members 
Mstep: Class 7 contains 97098 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 148370 members 
Mstep: Class 11 contains 17897 members 
Mstep: Class 12 contains 53930 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 17447 members 
Mstep: Class 15 contains 35884 members 
Mstep: Class 16 contains 3867 members 
Mstep: Class 17 contains 161751 members 
Mstep: Class 18 contains 548 members 
Mstep: Class 19 contains 40058 members 
Mstep: Class 20 contains 41585 members 
Mstep: Class 21 contains 1389 members 
Entering Unmasked Estep 
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Iteration 84Q: 22 clusters Score -1.470327e+08 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 50709 members 
Mstep: Class 3 contains 152706 members 
Mstep: Class 4 contains 61552 members 
Mstep: Class 5 contains 30679 members 
Mstep: Class 6 contains 134078 members 
Mstep: Class 7 contains 97380 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 148515 members 
Mstep: Class 11 contains 17842 members 
Mstep: Class 12 contains 54307 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 17295 members 
Mstep: Class 15 contains 35879 members 
Mstep: Class 16 contains 3866 members 
Mstep: Class 17 contains 161939 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 40037 members 
Mstep: Class 20 contains 41595 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 85Q: 22 clusters Score -1.470331e+08 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 50091 members 
Mstep: Class 3 contains 152450 members 
Mstep: Class 4 contains 61389 members 
Mstep: Class 5 contains 31172 members 
Mstep: Class 6 contains 133851 members 
Mstep: Class 7 contains 97637 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 148646 members 
Mstep: Class 11 contains 17779 members 
Mstep: Class 12 contains 54654 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 17158 members 
Mstep: Class 15 contains 35872 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 162146 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 40045 members 
Mstep: Class 20 contains 41593 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 86Q: 22 clusters Score -1.470334e+08 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 49493 members 
Mstep: Class 3 contains 152277 members 
Mstep: Class 4 contains 61245 members 
Mstep: Class 5 contains 31597 members 
Mstep: Class 6 contains 133614 members 
Mstep: Class 7 contains 97876 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 148766 members 
Mstep: Class 11 contains 17708 members 
Mstep: Class 12 contains 55015 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 17007 members 
Mstep: Class 15 contains 35881 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 162385 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 40021 members 
Mstep: Class 20 contains 41581 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 87Q: 22 clusters Score -1.470336e+08 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 48962 members 
Mstep: Class 3 contains 152208 members 
Mstep: Class 4 contains 61067 members 
Mstep: Class 5 contains 31984 members 
Mstep: Class 6 contains 133299 members 
Mstep: Class 7 contains 98076 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 148888 members 
Mstep: Class 11 contains 17642 members 
Mstep: Class 12 contains 55407 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 16847 members 
Mstep: Class 15 contains 35886 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 162614 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 40004 members 
Mstep: Class 20 contains 41571 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 88Q: 22 clusters Score -1.470339e+08 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 48471 members 
Mstep: Class 3 contains 152161 members 
Mstep: Class 4 contains 60928 members 
Mstep: Class 5 contains 32313 members 
Mstep: Class 6 contains 132922 members 
Mstep: Class 7 contains 98254 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 149010 members 
Mstep: Class 11 contains 17598 members 
Mstep: Class 12 contains 55800 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 16713 members 
Mstep: Class 15 contains 35904 members 
Mstep: Class 16 contains 3881 members 
Mstep: Class 17 contains 162814 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 39987 members 
Mstep: Class 20 contains 41567 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
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Iteration 89Q: 22 clusters Score -1.470341e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 47980 members 
Mstep: Class 3 contains 152131 members 
Mstep: Class 4 contains 60806 members 
Mstep: Class 5 contains 32629 members 
Mstep: Class 6 contains 132547 members 
Mstep: Class 7 contains 98440 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 149118 members 
Mstep: Class 11 contains 17556 members 
Mstep: Class 12 contains 56191 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 16576 members 
Mstep: Class 15 contains 35912 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 163004 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 39960 members 
Mstep: Class 20 contains 41582 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
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Iteration 90Q: 22 clusters Score -1.470342e+08 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 47494 members 
Mstep: Class 3 contains 152146 members 
Mstep: Class 4 contains 60690 members 
Mstep: Class 5 contains 32887 members 
Mstep: Class 6 contains 132166 members 
Mstep: Class 7 contains 98616 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 149197 members 
Mstep: Class 11 contains 17501 members 
Mstep: Class 12 contains 56561 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 16454 members 
Mstep: Class 15 contains 35926 members 
Mstep: Class 16 contains 3880 members 
Mstep: Class 17 contains 163243 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 39942 members 
Mstep: Class 20 contains 41589 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
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Iteration 91Q: 22 clusters Score -1.470339e+08 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 47049 members 
Mstep: Class 3 contains 152098 members 
Mstep: Class 4 contains 60591 members 
Mstep: Class 5 contains 33167 members 
Mstep: Class 6 contains 131775 members 
Mstep: Class 7 contains 98757 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 149253 members 
Mstep: Class 11 contains 17462 members 
Mstep: Class 12 contains 56930 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 35933 members 
Mstep: Class 16 contains 3882 members 
Mstep: Class 17 contains 163507 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 39946 members 
Mstep: Class 20 contains 41600 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
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Score: -147034352.000000 Penalty: 72245.875000
Iteration 92Q: 22 clusters Score -1.470344e+08 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 46627 members 
Mstep: Class 3 contains 152014 members 
Mstep: Class 4 contains 60493 members 
Mstep: Class 5 contains 33489 members 
Mstep: Class 6 contains 131340 members 
Mstep: Class 7 contains 98889 members 
Mstep: Class 8 contains 2886 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 149306 members 
Mstep: Class 11 contains 17418 members 
Mstep: Class 12 contains 57340 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 16182 members 
Mstep: Class 15 contains 35944 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 163764 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 39960 members 
Mstep: Class 20 contains 41612 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034736.000000 Penalty: 72245.875000
Iteration 93Q: 22 clusters Score -1.470347e+08 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 46194 members 
Mstep: Class 3 contains 151883 members 
Mstep: Class 4 contains 60408 members 
Mstep: Class 5 contains 33807 members 
Mstep: Class 6 contains 130920 members 
Mstep: Class 7 contains 99002 members 
Mstep: Class 8 contains 2903 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 149367 members 
Mstep: Class 11 contains 17396 members 
Mstep: Class 12 contains 57766 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 16046 members 
Mstep: Class 15 contains 35945 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 164041 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 39960 members 
Mstep: Class 20 contains 41625 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034544.000000 Penalty: 72245.875000
Iteration 94Q: 22 clusters Score -1.470345e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 45767 members 
Mstep: Class 3 contains 151801 members 
Mstep: Class 4 contains 60297 members 
Mstep: Class 5 contains 34089 members 
Mstep: Class 6 contains 130528 members 
Mstep: Class 7 contains 99119 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 149409 members 
Mstep: Class 11 contains 17376 members 
Mstep: Class 12 contains 58195 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 15915 members 
Mstep: Class 15 contains 35936 members 
Mstep: Class 16 contains 3881 members 
Mstep: Class 17 contains 164318 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 39948 members 
Mstep: Class 20 contains 41645 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034464.000000 Penalty: 72245.875000
Iteration 95Q: 22 clusters Score -1.470345e+08 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 45346 members 
Mstep: Class 3 contains 151687 members 
Mstep: Class 4 contains 60165 members 
Mstep: Class 5 contains 34404 members 
Mstep: Class 6 contains 130130 members 
Mstep: Class 7 contains 99270 members 
Mstep: Class 8 contains 2939 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 149470 members 
Mstep: Class 11 contains 17345 members 
Mstep: Class 12 contains 58611 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 15795 members 
Mstep: Class 15 contains 35937 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 164580 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 39912 members 
Mstep: Class 20 contains 41668 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034704.000000 Penalty: 72245.875000
Iteration 96Q: 22 clusters Score -1.470347e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 44961 members 
Mstep: Class 3 contains 151496 members 
Mstep: Class 4 contains 60053 members 
Mstep: Class 5 contains 34793 members 
Mstep: Class 6 contains 129695 members 
Mstep: Class 7 contains 99411 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 149543 members 
Mstep: Class 11 contains 17310 members 
Mstep: Class 12 contains 59041 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 15660 members 
Mstep: Class 15 contains 35947 members 
Mstep: Class 16 contains 3889 members 
Mstep: Class 17 contains 164842 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 39885 members 
Mstep: Class 20 contains 41664 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034432.000000 Penalty: 72245.875000
Iteration 97Q: 22 clusters Score -1.470344e+08 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 44614 members 
Mstep: Class 3 contains 151258 members 
Mstep: Class 4 contains 59956 members 
Mstep: Class 5 contains 35140 members 
Mstep: Class 6 contains 129276 members 
Mstep: Class 7 contains 99511 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 149665 members 
Mstep: Class 11 contains 17284 members 
Mstep: Class 12 contains 59440 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 15535 members 
Mstep: Class 15 contains 35946 members 
Mstep: Class 16 contains 3896 members 
Mstep: Class 17 contains 165128 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 39860 members 
Mstep: Class 20 contains 41664 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034192.000000 Penalty: 72245.875000
Iteration 98Q: 22 clusters Score -1.470342e+08 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 44259 members 
Mstep: Class 3 contains 151055 members 
Mstep: Class 4 contains 59885 members 
Mstep: Class 5 contains 35475 members 
Mstep: Class 6 contains 128845 members 
Mstep: Class 7 contains 99636 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 149799 members 
Mstep: Class 11 contains 17256 members 
Mstep: Class 12 contains 59856 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 15 contains 35949 members 
Mstep: Class 16 contains 3896 members 
Mstep: Class 17 contains 165336 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 39825 members 
Mstep: Class 20 contains 41670 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034064.000000 Penalty: 72245.875000
Iteration 99Q: 22 clusters Score -1.470341e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 43927 members 
Mstep: Class 3 contains 150862 members 
Mstep: Class 4 contains 59796 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 128425 members 
Mstep: Class 7 contains 99770 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 149946 members 
Mstep: Class 11 contains 17220 members 
Mstep: Class 12 contains 60284 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 15283 members 
Mstep: Class 15 contains 35938 members 
Mstep: Class 16 contains 3897 members 
Mstep: Class 17 contains 165539 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 19 contains 39802 members 
Mstep: Class 20 contains 41680 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034176.000000 Penalty: 72245.875000
Iteration 100F: 22 clusters Score -1.470342e+08 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 43586 members 
Mstep: Class 3 contains 150673 members 
Mstep: Class 4 contains 59725 members 
Mstep: Class 5 contains 36069 members 
Mstep: Class 6 contains 128016 members 
Mstep: Class 7 contains 99870 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 150118 members 
Mstep: Class 11 contains 17204 members 
Mstep: Class 12 contains 60676 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 15161 members 
Mstep: Class 15 contains 35931 members 
Mstep: Class 16 contains 3897 members 
Mstep: Class 17 contains 165729 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39777 members 
Mstep: Class 20 contains 41693 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034480.000000 Penalty: 72245.875000
Iteration 101Q: 22 clusters Score -1.470345e+08 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 43238 members 
Mstep: Class 3 contains 150446 members 
Mstep: Class 4 contains 59642 members 
Mstep: Class 5 contains 36394 members 
Mstep: Class 6 contains 127653 members 
Mstep: Class 7 contains 99966 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 150259 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 61075 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 15032 members 
Mstep: Class 15 contains 35933 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 165895 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39778 members 
Mstep: Class 20 contains 41696 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034448.000000 Penalty: 72245.875000
Iteration 102Q: 22 clusters Score -1.470344e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 42926 members 
Mstep: Class 3 contains 150205 members 
Mstep: Class 4 contains 59567 members 
Mstep: Class 5 contains 36703 members 
Mstep: Class 6 contains 127289 members 
Mstep: Class 7 contains 100058 members 
Mstep: Class 8 contains 3072 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 150449 members 
Mstep: Class 11 contains 17184 members 
Mstep: Class 12 contains 61481 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 14900 members 
Mstep: Class 15 contains 35931 members 
Mstep: Class 16 contains 3897 members 
Mstep: Class 17 contains 166010 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39771 members 
Mstep: Class 20 contains 41702 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034800.000000 Penalty: 72245.875000
Iteration 103Q: 22 clusters Score -1.470348e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 42650 members 
Mstep: Class 3 contains 149943 members 
Mstep: Class 4 contains 59503 members 
Mstep: Class 5 contains 37037 members 
Mstep: Class 6 contains 126911 members 
Mstep: Class 7 contains 100137 members 
Mstep: Class 8 contains 3087 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 150637 members 
Mstep: Class 11 contains 17165 members 
Mstep: Class 12 contains 61877 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 14788 members 
Mstep: Class 15 contains 35938 members 
Mstep: Class 16 contains 3899 members 
Mstep: Class 17 contains 166093 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39764 members 
Mstep: Class 20 contains 41716 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034848.000000 Penalty: 72245.875000
Iteration 104Q: 22 clusters Score -1.470348e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 42388 members 
Mstep: Class 3 contains 149677 members 
Mstep: Class 4 contains 59420 members 
Mstep: Class 5 contains 37370 members 
Mstep: Class 6 contains 126513 members 
Mstep: Class 7 contains 100206 members 
Mstep: Class 8 contains 3101 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 150853 members 
Mstep: Class 11 contains 17145 members 
Mstep: Class 12 contains 62260 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 14683 members 
Mstep: Class 15 contains 35948 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 166161 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39767 members 
Mstep: Class 20 contains 41748 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035104.000000 Penalty: 72245.875000
Iteration 105Q: 22 clusters Score -1.470351e+08 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 42148 members 
Mstep: Class 3 contains 149391 members 
Mstep: Class 4 contains 59366 members 
Mstep: Class 5 contains 37683 members 
Mstep: Class 6 contains 126151 members 
Mstep: Class 7 contains 100288 members 
Mstep: Class 8 contains 3112 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 151053 members 
Mstep: Class 11 contains 17140 members 
Mstep: Class 12 contains 62643 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 14560 members 
Mstep: Class 15 contains 35961 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 166213 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39764 members 
Mstep: Class 20 contains 41766 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035232.000000 Penalty: 72245.875000
Iteration 106Q: 22 clusters Score -1.470352e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 41896 members 
Mstep: Class 3 contains 149056 members 
Mstep: Class 4 contains 59313 members 
Mstep: Class 5 contains 37997 members 
Mstep: Class 6 contains 125774 members 
Mstep: Class 7 contains 100393 members 
Mstep: Class 8 contains 3120 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 151259 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 63052 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 14456 members 
Mstep: Class 15 contains 35942 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 166295 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39750 members 
Mstep: Class 20 contains 41792 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034544.000000 Penalty: 72245.875000
Iteration 107Q: 22 clusters Score -1.470345e+08 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 41676 members 
Mstep: Class 3 contains 148674 members 
Mstep: Class 4 contains 59259 members 
Mstep: Class 5 contains 38331 members 
Mstep: Class 6 contains 125387 members 
Mstep: Class 7 contains 100479 members 
Mstep: Class 8 contains 3127 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 151514 members 
Mstep: Class 11 contains 17180 members 
Mstep: Class 12 contains 63437 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 14346 members 
Mstep: Class 15 contains 35933 members 
Mstep: Class 16 contains 3906 members 
Mstep: Class 17 contains 166329 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39739 members 
Mstep: Class 20 contains 41827 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034736.000000 Penalty: 72245.875000
Iteration 108Q: 22 clusters Score -1.470347e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 41471 members 
Mstep: Class 3 contains 148289 members 
Mstep: Class 4 contains 59209 members 
Mstep: Class 5 contains 38671 members 
Mstep: Class 6 contains 124995 members 
Mstep: Class 7 contains 100583 members 
Mstep: Class 8 contains 3130 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 151747 members 
Mstep: Class 11 contains 17217 members 
Mstep: Class 12 contains 63784 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 14247 members 
Mstep: Class 15 contains 35935 members 
Mstep: Class 16 contains 3904 members 
Mstep: Class 17 contains 166391 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39713 members 
Mstep: Class 20 contains 41858 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034768.000000 Penalty: 72245.875000
Iteration 109Q: 22 clusters Score -1.470348e+08 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 41283 members 
Mstep: Class 3 contains 147943 members 
Mstep: Class 4 contains 59172 members 
Mstep: Class 5 contains 39008 members 
Mstep: Class 6 contains 124612 members 
Mstep: Class 7 contains 100630 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 151988 members 
Mstep: Class 11 contains 17244 members 
Mstep: Class 12 contains 64127 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 14140 members 
Mstep: Class 15 contains 35934 members 
Mstep: Class 16 contains 3904 members 
Mstep: Class 17 contains 166440 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39699 members 
Mstep: Class 20 contains 41885 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034672.000000 Penalty: 72245.875000
Iteration 110Q: 22 clusters Score -1.470347e+08 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 41092 members 
Mstep: Class 3 contains 147612 members 
Mstep: Class 4 contains 59157 members 
Mstep: Class 5 contains 39311 members 
Mstep: Class 6 contains 124207 members 
Mstep: Class 7 contains 100681 members 
Mstep: Class 8 contains 3144 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 152233 members 
Mstep: Class 11 contains 17268 members 
Mstep: Class 12 contains 64487 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 14032 members 
Mstep: Class 15 contains 35945 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 166503 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39664 members 
Mstep: Class 20 contains 41908 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035008.000000 Penalty: 72245.875000
Iteration 111Q: 22 clusters Score -1.47035e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 40852 members 
Mstep: Class 3 contains 147355 members 
Mstep: Class 4 contains 59143 members 
Mstep: Class 5 contains 39605 members 
Mstep: Class 6 contains 123854 members 
Mstep: Class 7 contains 100715 members 
Mstep: Class 8 contains 3155 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 152469 members 
Mstep: Class 11 contains 17274 members 
Mstep: Class 12 contains 64859 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 13916 members 
Mstep: Class 15 contains 35963 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 166547 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39631 members 
Mstep: Class 20 contains 41915 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035008.000000 Penalty: 72245.875000
Iteration 112Q: 22 clusters Score -1.47035e+08 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 40610 members 
Mstep: Class 3 contains 147095 members 
Mstep: Class 4 contains 59128 members 
Mstep: Class 5 contains 39866 members 
Mstep: Class 6 contains 123477 members 
Mstep: Class 7 contains 100724 members 
Mstep: Class 8 contains 3171 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 152758 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 65256 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 13780 members 
Mstep: Class 15 contains 35968 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 166621 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39587 members 
Mstep: Class 20 contains 41923 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035120.000000 Penalty: 72245.875000
Iteration 113Q: 22 clusters Score -1.470351e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 40395 members 
Mstep: Class 3 contains 146808 members 
Mstep: Class 4 contains 59120 members 
Mstep: Class 5 contains 40172 members 
Mstep: Class 6 contains 123108 members 
Mstep: Class 7 contains 100705 members 
Mstep: Class 8 contains 3185 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153057 members 
Mstep: Class 11 contains 17305 members 
Mstep: Class 12 contains 65630 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 13650 members 
Mstep: Class 15 contains 35976 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 166678 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39540 members 
Mstep: Class 20 contains 41935 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035152.000000 Penalty: 72245.875000
Iteration 114Q: 22 clusters Score -1.470352e+08 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 40191 members 
Mstep: Class 3 contains 146571 members 
Mstep: Class 4 contains 59115 members 
Mstep: Class 5 contains 40492 members 
Mstep: Class 6 contains 122739 members 
Mstep: Class 7 contains 100670 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153295 members 
Mstep: Class 11 contains 17322 members 
Mstep: Class 12 contains 66053 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 13510 members 
Mstep: Class 15 contains 35988 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 166710 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39491 members 
Mstep: Class 20 contains 41929 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035344.000000 Penalty: 72245.875000
Iteration 115Q: 22 clusters Score -1.470353e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39996 members 
Mstep: Class 3 contains 146386 members 
Mstep: Class 4 contains 59096 members 
Mstep: Class 5 contains 40799 members 
Mstep: Class 6 contains 122376 members 
Mstep: Class 7 contains 100627 members 
Mstep: Class 8 contains 3203 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153510 members 
Mstep: Class 11 contains 17344 members 
Mstep: Class 12 contains 66473 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 13373 members 
Mstep: Class 15 contains 35989 members 
Mstep: Class 16 contains 3866 members 
Mstep: Class 17 contains 166737 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39442 members 
Mstep: Class 20 contains 41925 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035280.000000 Penalty: 72245.875000
Iteration 116Q: 22 clusters Score -1.470353e+08 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39809 members 
Mstep: Class 3 contains 146144 members 
Mstep: Class 4 contains 59081 members 
Mstep: Class 5 contains 41117 members 
Mstep: Class 6 contains 122019 members 
Mstep: Class 7 contains 100585 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153718 members 
Mstep: Class 11 contains 17358 members 
Mstep: Class 12 contains 66874 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 13242 members 
Mstep: Class 15 contains 36001 members 
Mstep: Class 16 contains 3866 members 
Mstep: Class 17 contains 166808 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39395 members 
Mstep: Class 20 contains 41916 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035552.000000 Penalty: 72245.875000
Iteration 117Q: 22 clusters Score -1.470356e+08 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39637 members 
Mstep: Class 3 contains 145843 members 
Mstep: Class 4 contains 59081 members 
Mstep: Class 5 contains 41437 members 
Mstep: Class 6 contains 121691 members 
Mstep: Class 7 contains 100547 members 
Mstep: Class 8 contains 3215 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153874 members 
Mstep: Class 11 contains 17400 members 
Mstep: Class 12 contains 67257 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 13113 members 
Mstep: Class 15 contains 35999 members 
Mstep: Class 16 contains 3860 members 
Mstep: Class 17 contains 166897 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39359 members 
Mstep: Class 20 contains 41932 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035728.000000 Penalty: 72245.875000
Iteration 118Q: 22 clusters Score -1.470357e+08 nChanged 2919
Entering ConstructFrom: 
Score: -147035728.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -104116.937500 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -104116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102353.429688 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -102353.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102952.742188 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -102952.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -103344.812500 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -103344.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103597.906250 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -103597.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -103782.757812 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -103782.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -103953.632812 Penalty: 3347.965820
	Iteration 5F: 3 clusters Score -103953.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104054.343750 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -104054.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -104129.414062 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -104129.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -104159.375000 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -104159.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -104168.210938 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -104168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -104170.015625 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -104170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -104183.031250 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -104183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -104193.851562 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -104193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -104193.851562 Penalty: 3347.965820
	Iteration 13F: 3 clusters Score -104193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 39464 members 
Mstep: Class 3 contains 145509 members 
Mstep: Class 4 contains 59073 members 
Mstep: Class 5 contains 41754 members 
Mstep: Class 6 contains 121388 members 
Mstep: Class 7 contains 100506 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153989 members 
Mstep: Class 11 contains 17445 members 
Mstep: Class 12 contains 67650 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 13001 members 
Mstep: Class 15 contains 35999 members 
Mstep: Class 16 contains 3860 members 
Mstep: Class 17 contains 167004 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39329 members 
Mstep: Class 20 contains 41949 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 224 members 
Entering Unmasked Estep 
Score: -147034016.000000 Penalty: 75686.148438
Splitting cluster 1 changes total score from -147035728.000000 to -147034016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (39464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Entering Unmasked Estep 
Score: -5600330.500000 Penalty: 2624.619873
	Iteration 0F: 2 clusters Score -5600330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -5573483.000000 Penalty: 5249.239746
	Iteration 0F: 3 clusters Score -5573483 nChanged 17966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5583327.500000 Penalty: 5249.239746
	Iteration 1F: 3 clusters Score -5583328 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -5583771.000000 Penalty: 5249.239746
	Iteration 2Q: 3 clusters Score -5583771 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -5584237.000000 Penalty: 5249.239746
	Iteration 3Q: 3 clusters Score -5584237 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -5584726.000000 Penalty: 5249.239746
	Iteration 4Q: 3 clusters Score -5584726 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -5585394.000000 Penalty: 5249.239746
	Iteration 5Q: 3 clusters Score -5585394 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -5586416.000000 Penalty: 5249.239746
	Iteration 6Q: 3 clusters Score -5586416 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -5587975.500000 Penalty: 5249.239746
	Iteration 7F: 3 clusters Score -5587976 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -5590170.500000 Penalty: 5249.239746
	Iteration 8F: 3 clusters Score -5590170 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -5592318.000000 Penalty: 5249.239746
	Iteration 9F: 3 clusters Score -5592318 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -5594056.000000 Penalty: 5249.239746
	Iteration 10F: 3 clusters Score -5594056 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -5595280.500000 Penalty: 5249.239746
	Iteration 11Q: 3 clusters Score -5595280 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -5596152.000000 Penalty: 5249.239746
	Iteration 12Q: 3 clusters Score -5596152 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5596753.000000 Penalty: 5249.239746
	Iteration 13Q: 3 clusters Score -5596753 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5597194.000000 Penalty: 5249.239746
	Iteration 14Q: 3 clusters Score -5597194 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5597466.000000 Penalty: 5249.239746
	Iteration 15Q: 3 clusters Score -5597466 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5597683.500000 Penalty: 5249.239746
	Iteration 16Q: 3 clusters Score -5597684 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5597855.500000 Penalty: 5249.239746
	Iteration 17Q: 3 clusters Score -5597856 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5597966.000000 Penalty: 5249.239746
	Iteration 18Q: 3 clusters Score -5597966 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5598021.000000 Penalty: 5249.239746
	Iteration 19Q: 3 clusters Score -5598021 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5598093.500000 Penalty: 5249.239746
	Iteration 20F: 3 clusters Score -5598094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5598140.000000 Penalty: 5249.239746
	Iteration 21Q: 3 clusters Score -5598140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5598185.500000 Penalty: 5249.239746
	Iteration 22Q: 3 clusters Score -5598186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5598206.000000 Penalty: 5249.239746
	Iteration 23Q: 3 clusters Score -5598206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5598216.000000 Penalty: 5249.239746
	Iteration 24Q: 3 clusters Score -5598216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5598216.500000 Penalty: 5249.239746
	Iteration 25Q: 3 clusters Score -5598216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5598225.000000 Penalty: 5249.239746
	Iteration 26Q: 3 clusters Score -5598225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5598230.500000 Penalty: 5249.239746
	Iteration 27Q: 3 clusters Score -5598230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5598236.000000 Penalty: 5249.239746
	Iteration 28Q: 3 clusters Score -5598236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5598239.000000 Penalty: 5249.239746
	Iteration 29Q: 3 clusters Score -5598239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5598236.000000 Penalty: 5249.239746
	Iteration 30Q: 3 clusters Score -5598236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5598236.000000 Penalty: 5249.239746
	Iteration 31Q: 3 clusters Score -5598236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5598239.500000 Penalty: 5249.239746
	Iteration 32Q: 3 clusters Score -5598240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5598235.000000 Penalty: 5249.239746
	Iteration 33Q: 3 clusters Score -5598235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5598242.500000 Penalty: 5249.239746
	Iteration 34Q: 3 clusters Score -5598242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5598242.500000 Penalty: 5249.239746
	Iteration 35F: 3 clusters Score -5598242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (145509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145509 members 
Entering Unmasked Estep 
Score: -20691416.000000 Penalty: 2948.222168
	Iteration 0F: 2 clusters Score -2.069142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -20600718.000000 Penalty: 5896.444336
	Iteration 0F: 3 clusters Score -2.060072e+07 nChanged 69219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -20640990.000000 Penalty: 5896.444336
	Iteration 1F: 3 clusters Score -2.064099e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -20642346.000000 Penalty: 5896.444336
	Iteration 2Q: 3 clusters Score -2.064235e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -20644452.000000 Penalty: 5896.444336
	Iteration 3Q: 3 clusters Score -2.064445e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86828 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -20648132.000000 Penalty: 5896.444336
	Iteration 4F: 3 clusters Score -2.064813e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -20653972.000000 Penalty: 5896.444336
	Iteration 5F: 3 clusters Score -2.065397e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103161 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -20662456.000000 Penalty: 5896.444336
	Iteration 6F: 3 clusters Score -2.066246e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113342 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -20672182.000000 Penalty: 5896.444336
	Iteration 7F: 3 clusters Score -2.067218e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121620 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -20680478.000000 Penalty: 5896.444336
	Iteration 8F: 3 clusters Score -2.068048e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126603 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -20685230.000000 Penalty: 5896.444336
	Iteration 9Q: 3 clusters Score -2.068523e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129421 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -20687304.000000 Penalty: 5896.444336
	Iteration 10Q: 3 clusters Score -2.06873e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131475 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -20688214.000000 Penalty: 5896.444336
	Iteration 11Q: 3 clusters Score -2.068821e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133122 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -20688692.000000 Penalty: 5896.444336
	Iteration 12Q: 3 clusters Score -2.068869e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134606 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -20688968.000000 Penalty: 5896.444336
	Iteration 13Q: 3 clusters Score -2.068897e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135979 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -20689208.000000 Penalty: 5896.444336
	Iteration 14Q: 3 clusters Score -2.068921e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137217 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -20689332.000000 Penalty: 5896.444336
	Iteration 15Q: 3 clusters Score -2.068933e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138307 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -20689440.000000 Penalty: 5896.444336
	Iteration 16Q: 3 clusters Score -2.068944e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139277 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -20689520.000000 Penalty: 5896.444336
	Iteration 17Q: 3 clusters Score -2.068952e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140087 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -20689658.000000 Penalty: 5896.444336
	Iteration 18Q: 3 clusters Score -2.068966e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140728 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -20689750.000000 Penalty: 5896.444336
	Iteration 19Q: 3 clusters Score -2.068975e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141304 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -20689802.000000 Penalty: 5896.444336
	Iteration 20F: 3 clusters Score -2.06898e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141778 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -20689834.000000 Penalty: 5896.444336
	Iteration 21Q: 3 clusters Score -2.068983e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142182 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -20689866.000000 Penalty: 5896.444336
	Iteration 22Q: 3 clusters Score -2.068987e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142507 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -20689828.000000 Penalty: 5896.444336
	Iteration 23Q: 3 clusters Score -2.068983e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142792 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -20689794.000000 Penalty: 5896.444336
	Iteration 24Q: 3 clusters Score -2.068979e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -20689780.000000 Penalty: 5896.444336
	Iteration 25Q: 3 clusters Score -2.068978e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143246 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -20689748.000000 Penalty: 5896.444336
	Iteration 26Q: 3 clusters Score -2.068975e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143430 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -20689758.000000 Penalty: 5896.444336
	Iteration 27Q: 3 clusters Score -2.068976e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143570 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -20689732.000000 Penalty: 5896.444336
	Iteration 28Q: 3 clusters Score -2.068973e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143697 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -20689768.000000 Penalty: 5896.444336
	Iteration 29Q: 3 clusters Score -2.068977e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143829 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -20689732.000000 Penalty: 5896.444336
	Iteration 30Q: 3 clusters Score -2.068973e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143941 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -20689756.000000 Penalty: 5896.444336
	Iteration 31Q: 3 clusters Score -2.068976e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144025 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -20689722.000000 Penalty: 5896.444336
	Iteration 32Q: 3 clusters Score -2.068972e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144090 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -20689724.000000 Penalty: 5896.444336
	Iteration 33Q: 3 clusters Score -2.068972e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144145 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -20689712.000000 Penalty: 5896.444336
	Iteration 34Q: 3 clusters Score -2.068971e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144197 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -20689692.000000 Penalty: 5896.444336
	Iteration 35Q: 3 clusters Score -2.068969e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144237 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -20689692.000000 Penalty: 5896.444336
	Iteration 36Q: 3 clusters Score -2.068969e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144267 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -20689684.000000 Penalty: 5896.444336
	Iteration 37Q: 3 clusters Score -2.068968e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144295 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20689686.000000 Penalty: 5896.444336
	Iteration 38Q: 3 clusters Score -2.068969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144317 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20689682.000000 Penalty: 5896.444336
	Iteration 39Q: 3 clusters Score -2.068968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144339 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -20689674.000000 Penalty: 5896.444336
	Iteration 40F: 3 clusters Score -2.068967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144358 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -20689652.000000 Penalty: 5896.444336
	Iteration 41Q: 3 clusters Score -2.068965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144380 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -20689648.000000 Penalty: 5896.444336
	Iteration 42Q: 3 clusters Score -2.068965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -20689626.000000 Penalty: 5896.444336
	Iteration 43Q: 3 clusters Score -2.068963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144404 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -20689620.000000 Penalty: 5896.444336
	Iteration 44Q: 3 clusters Score -2.068962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144415 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -20689606.000000 Penalty: 5896.444336
	Iteration 45Q: 3 clusters Score -2.068961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144427 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -20689592.000000 Penalty: 5896.444336
	Iteration 46Q: 3 clusters Score -2.068959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144437 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20689602.000000 Penalty: 5896.444336
	Iteration 47Q: 3 clusters Score -2.06896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144444 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -20689600.000000 Penalty: 5896.444336
	Iteration 48Q: 3 clusters Score -2.06896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144452 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -20689600.000000 Penalty: 5896.444336
	Iteration 49Q: 3 clusters Score -2.06896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144453 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -20689606.000000 Penalty: 5896.444336
	Iteration 50Q: 3 clusters Score -2.068961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144455 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20689608.000000 Penalty: 5896.444336
	Iteration 51Q: 3 clusters Score -2.068961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -20689610.000000 Penalty: 5896.444336
	Iteration 52Q: 3 clusters Score -2.068961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144458 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20689620.000000 Penalty: 5896.444336
	Iteration 53Q: 3 clusters Score -2.068962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144458 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20689620.000000 Penalty: 5896.444336
	Iteration 54F: 3 clusters Score -2.068962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Entering Unmasked Estep 
Score: -8430732.000000 Penalty: 2724.659180
	Iteration 0F: 2 clusters Score -8430732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -8391229.000000 Penalty: 5449.318359
	Iteration 0F: 3 clusters Score -8391229 nChanged 27326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -8406837.000000 Penalty: 5449.318359
	Iteration 1F: 3 clusters Score -8406837 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -8407728.000000 Penalty: 5449.318359
	Iteration 2Q: 3 clusters Score -8407728 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -8408851.000000 Penalty: 5449.318359
	Iteration 3Q: 3 clusters Score -8408851 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -8410537.000000 Penalty: 5449.318359
	Iteration 4F: 3 clusters Score -8410537 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -8412915.000000 Penalty: 5449.318359
	Iteration 5F: 3 clusters Score -8412915 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -8416340.000000 Penalty: 5449.318359
	Iteration 6F: 3 clusters Score -8416340 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -8419957.000000 Penalty: 5449.318359
	Iteration 7F: 3 clusters Score -8419957 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -8423062.000000 Penalty: 5449.318359
	Iteration 8F: 3 clusters Score -8423062 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -8425110.000000 Penalty: 5449.318359
	Iteration 9Q: 3 clusters Score -8425110 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -8426304.000000 Penalty: 5449.318359
	Iteration 10Q: 3 clusters Score -8426304 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -8426953.000000 Penalty: 5449.318359
	Iteration 11Q: 3 clusters Score -8426953 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8427317.000000 Penalty: 5449.318359
	Iteration 12Q: 3 clusters Score -8427317 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -8427568.000000 Penalty: 5449.318359
	Iteration 13Q: 3 clusters Score -8427568 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8427731.000000 Penalty: 5449.318359
	Iteration 14Q: 3 clusters Score -8427731 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8427868.000000 Penalty: 5449.318359
	Iteration 15Q: 3 clusters Score -8427868 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -8427978.000000 Penalty: 5449.318359
	Iteration 16Q: 3 clusters Score -8427978 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8428053.000000 Penalty: 5449.318359
	Iteration 17Q: 3 clusters Score -8428053 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8428126.000000 Penalty: 5449.318359
	Iteration 18Q: 3 clusters Score -8428126 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8428202.000000 Penalty: 5449.318359
	Iteration 19Q: 3 clusters Score -8428202 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8428250.000000 Penalty: 5449.318359
	Iteration 20F: 3 clusters Score -8428250 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8428283.000000 Penalty: 5449.318359
	Iteration 21Q: 3 clusters Score -8428283 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8428309.000000 Penalty: 5449.318359
	Iteration 22Q: 3 clusters Score -8428309 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8428339.000000 Penalty: 5449.318359
	Iteration 23Q: 3 clusters Score -8428339 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8428354.000000 Penalty: 5449.318359
	Iteration 24Q: 3 clusters Score -8428354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8428375.000000 Penalty: 5449.318359
	Iteration 25Q: 3 clusters Score -8428375 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8428399.000000 Penalty: 5449.318359
	Iteration 26Q: 3 clusters Score -8428399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8428424.000000 Penalty: 5449.318359
	Iteration 27Q: 3 clusters Score -8428424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8428438.000000 Penalty: 5449.318359
	Iteration 28Q: 3 clusters Score -8428438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8428455.000000 Penalty: 5449.318359
	Iteration 29Q: 3 clusters Score -8428455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8428470.000000 Penalty: 5449.318359
	Iteration 30Q: 3 clusters Score -8428470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8428480.000000 Penalty: 5449.318359
	Iteration 31Q: 3 clusters Score -8428480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8428497.000000 Penalty: 5449.318359
	Iteration 32Q: 3 clusters Score -8428497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8428505.000000 Penalty: 5449.318359
	Iteration 33Q: 3 clusters Score -8428505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8428510.000000 Penalty: 5449.318359
	Iteration 34Q: 3 clusters Score -8428510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8428510.000000 Penalty: 5449.318359
	Iteration 35Q: 3 clusters Score -8428510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8428510.000000 Penalty: 5449.318359
	Iteration 36Q: 3 clusters Score -8428510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8428517.000000 Penalty: 5449.318359
	Iteration 37Q: 3 clusters Score -8428517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8428521.000000 Penalty: 5449.318359
	Iteration 38Q: 3 clusters Score -8428521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8428526.000000 Penalty: 5449.318359
	Iteration 39Q: 3 clusters Score -8428526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8428527.000000 Penalty: 5449.318359
	Iteration 40F: 3 clusters Score -8428527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8428528.000000 Penalty: 5449.318359
	Iteration 41Q: 3 clusters Score -8428528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8428533.000000 Penalty: 5449.318359
	Iteration 42Q: 3 clusters Score -8428533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8428534.000000 Penalty: 5449.318359
	Iteration 43Q: 3 clusters Score -8428534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8428543.000000 Penalty: 5449.318359
	Iteration 44Q: 3 clusters Score -8428543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8428541.000000 Penalty: 5449.318359
	Iteration 45Q: 3 clusters Score -8428541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8428543.000000 Penalty: 5449.318359
	Iteration 46Q: 3 clusters Score -8428543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8428543.000000 Penalty: 5449.318359
	Iteration 47F: 3 clusters Score -8428543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Entering Unmasked Estep 
Score: -6016634.500000 Penalty: 2638.608398
	Iteration 0F: 2 clusters Score -6016634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -5988455.000000 Penalty: 5277.216797
	Iteration 0F: 3 clusters Score -5988455 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -5998823.000000 Penalty: 5277.216797
	Iteration 1F: 3 clusters Score -5998823 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -5999313.000000 Penalty: 5277.216797
	Iteration 2Q: 3 clusters Score -5999313 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -5999874.500000 Penalty: 5277.216797
	Iteration 3Q: 3 clusters Score -5999874 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -6000521.000000 Penalty: 5277.216797
	Iteration 4Q: 3 clusters Score -6000521 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -6001448.000000 Penalty: 5277.216797
	Iteration 5Q: 3 clusters Score -6001448 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -6002850.500000 Penalty: 5277.216797
	Iteration 6F: 3 clusters Score -6002850 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -6004998.000000 Penalty: 5277.216797
	Iteration 7F: 3 clusters Score -6004998 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -6007654.500000 Penalty: 5277.216797
	Iteration 8F: 3 clusters Score -6007654 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -6010393.500000 Penalty: 5277.216797
	Iteration 9F: 3 clusters Score -6010394 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6012372.000000 Penalty: 5277.216797
	Iteration 10F: 3 clusters Score -6012372 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6013441.500000 Penalty: 5277.216797
	Iteration 11Q: 3 clusters Score -6013442 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6013910.500000 Penalty: 5277.216797
	Iteration 12Q: 3 clusters Score -6013910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6014121.000000 Penalty: 5277.216797
	Iteration 13Q: 3 clusters Score -6014121 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6014196.000000 Penalty: 5277.216797
	Iteration 14Q: 3 clusters Score -6014196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6014229.500000 Penalty: 5277.216797
	Iteration 15Q: 3 clusters Score -6014230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6014249.500000 Penalty: 5277.216797
	Iteration 16Q: 3 clusters Score -6014250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6014262.500000 Penalty: 5277.216797
	Iteration 17Q: 3 clusters Score -6014262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6014269.000000 Penalty: 5277.216797
	Iteration 18Q: 3 clusters Score -6014269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6014281.000000 Penalty: 5277.216797
	Iteration 19Q: 3 clusters Score -6014281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6014294.500000 Penalty: 5277.216797
	Iteration 20F: 3 clusters Score -6014294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6014302.000000 Penalty: 5277.216797
	Iteration 21Q: 3 clusters Score -6014302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6014300.500000 Penalty: 5277.216797
	Iteration 22Q: 3 clusters Score -6014300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6014308.000000 Penalty: 5277.216797
	Iteration 23Q: 3 clusters Score -6014308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6014313.000000 Penalty: 5277.216797
	Iteration 24Q: 3 clusters Score -6014313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6014311.500000 Penalty: 5277.216797
	Iteration 25Q: 3 clusters Score -6014312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6014311.500000 Penalty: 5277.216797
	Iteration 26F: 3 clusters Score -6014312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (121388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121388 members 
Entering Unmasked Estep 
Score: -17220768.000000 Penalty: 2903.273193
	Iteration 0F: 2 clusters Score -1.722077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -17140286.000000 Penalty: 5806.546387
	Iteration 0F: 3 clusters Score -1.714029e+07 nChanged 57881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -17173794.000000 Penalty: 5806.546387
	Iteration 1F: 3 clusters Score -1.717379e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -17174738.000000 Penalty: 5806.546387
	Iteration 2Q: 3 clusters Score -1.717474e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -17176036.000000 Penalty: 5806.546387
	Iteration 3Q: 3 clusters Score -1.717604e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -17178060.000000 Penalty: 5806.546387
	Iteration 4Q: 3 clusters Score -1.717806e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -17181070.000000 Penalty: 5806.546387
	Iteration 5F: 3 clusters Score -1.718107e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -17186212.000000 Penalty: 5806.546387
	Iteration 6F: 3 clusters Score -1.718621e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -17192848.000000 Penalty: 5806.546387
	Iteration 7F: 3 clusters Score -1.719285e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -17200172.000000 Penalty: 5806.546387
	Iteration 8F: 3 clusters Score -1.720017e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -17206436.000000 Penalty: 5806.546387
	Iteration 9F: 3 clusters Score -1.720644e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 105769 members 
Entering Unmasked Estep 
Score: -17210488.000000 Penalty: 5806.546387
	Iteration 10Q: 3 clusters Score -1.721049e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 108846 members 
Entering Unmasked Estep 
Score: -17212898.000000 Penalty: 5806.546387
	Iteration 11Q: 3 clusters Score -1.72129e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 111151 members 
Entering Unmasked Estep 
Score: -17214458.000000 Penalty: 5806.546387
	Iteration 12Q: 3 clusters Score -1.721446e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 112986 members 
Entering Unmasked Estep 
Score: -17215484.000000 Penalty: 5806.546387
	Iteration 13Q: 3 clusters Score -1.721548e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 114447 members 
Entering Unmasked Estep 
Score: -17216326.000000 Penalty: 5806.546387
	Iteration 14Q: 3 clusters Score -1.721633e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 115627 members 
Entering Unmasked Estep 
Score: -17216926.000000 Penalty: 5806.546387
	Iteration 15Q: 3 clusters Score -1.721693e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 116575 members 
Entering Unmasked Estep 
Score: -17217402.000000 Penalty: 5806.546387
	Iteration 16Q: 3 clusters Score -1.72174e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 117309 members 
Entering Unmasked Estep 
Score: -17217678.000000 Penalty: 5806.546387
	Iteration 17Q: 3 clusters Score -1.721768e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 117932 members 
Entering Unmasked Estep 
Score: -17217990.000000 Penalty: 5806.546387
	Iteration 18Q: 3 clusters Score -1.721799e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 118378 members 
Entering Unmasked Estep 
Score: -17218138.000000 Penalty: 5806.546387
	Iteration 19Q: 3 clusters Score -1.721814e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 118737 members 
Entering Unmasked Estep 
Score: -17218264.000000 Penalty: 5806.546387
	Iteration 20F: 3 clusters Score -1.721826e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -17218320.000000 Penalty: 5806.546387
	Iteration 21Q: 3 clusters Score -1.721832e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 119279 members 
Entering Unmasked Estep 
Score: -17218364.000000 Penalty: 5806.546387
	Iteration 22Q: 3 clusters Score -1.721836e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 119463 members 
Entering Unmasked Estep 
Score: -17218438.000000 Penalty: 5806.546387
	Iteration 23Q: 3 clusters Score -1.721844e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -17218476.000000 Penalty: 5806.546387
	Iteration 24Q: 3 clusters Score -1.721848e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 119739 members 
Entering Unmasked Estep 
Score: -17218516.000000 Penalty: 5806.546387
	Iteration 25Q: 3 clusters Score -1.721852e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 119826 members 
Entering Unmasked Estep 
Score: -17218562.000000 Penalty: 5806.546387
	Iteration 26Q: 3 clusters Score -1.721856e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 119895 members 
Entering Unmasked Estep 
Score: -17218584.000000 Penalty: 5806.546387
	Iteration 27Q: 3 clusters Score -1.721858e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 119953 members 
Entering Unmasked Estep 
Score: -17218608.000000 Penalty: 5806.546387
	Iteration 28Q: 3 clusters Score -1.721861e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 120014 members 
Entering Unmasked Estep 
Score: -17218656.000000 Penalty: 5806.546387
	Iteration 29Q: 3 clusters Score -1.721866e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 120064 members 
Entering Unmasked Estep 
Score: -17218666.000000 Penalty: 5806.546387
	Iteration 30Q: 3 clusters Score -1.721867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 120099 members 
Entering Unmasked Estep 
Score: -17218686.000000 Penalty: 5806.546387
	Iteration 31Q: 3 clusters Score -1.721869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 120124 members 
Entering Unmasked Estep 
Score: -17218704.000000 Penalty: 5806.546387
	Iteration 32Q: 3 clusters Score -1.72187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 120149 members 
Entering Unmasked Estep 
Score: -17218700.000000 Penalty: 5806.546387
	Iteration 33Q: 3 clusters Score -1.72187e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 120177 members 
Entering Unmasked Estep 
Score: -17218684.000000 Penalty: 5806.546387
	Iteration 34Q: 3 clusters Score -1.721868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 120195 members 
Entering Unmasked Estep 
Score: -17218682.000000 Penalty: 5806.546387
	Iteration 35Q: 3 clusters Score -1.721868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 120208 members 
Entering Unmasked Estep 
Score: -17218692.000000 Penalty: 5806.546387
	Iteration 36Q: 3 clusters Score -1.721869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 120222 members 
Entering Unmasked Estep 
Score: -17218686.000000 Penalty: 5806.546387
	Iteration 37Q: 3 clusters Score -1.721869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 120233 members 
Entering Unmasked Estep 
Score: -17218694.000000 Penalty: 5806.546387
	Iteration 38Q: 3 clusters Score -1.721869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 120238 members 
Entering Unmasked Estep 
Score: -17218682.000000 Penalty: 5806.546387
	Iteration 39Q: 3 clusters Score -1.721868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 120243 members 
Entering Unmasked Estep 
Score: -17218702.000000 Penalty: 5806.546387
	Iteration 40F: 3 clusters Score -1.72187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 120248 members 
Entering Unmasked Estep 
Score: -17218708.000000 Penalty: 5806.546387
	Iteration 41Q: 3 clusters Score -1.721871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 120254 members 
Entering Unmasked Estep 
Score: -17218712.000000 Penalty: 5806.546387
	Iteration 42Q: 3 clusters Score -1.721871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 120258 members 
Entering Unmasked Estep 
Score: -17218720.000000 Penalty: 5806.546387
	Iteration 43Q: 3 clusters Score -1.721872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 120258 members 
Entering Unmasked Estep 
Score: -17218718.000000 Penalty: 5806.546387
	Iteration 44Q: 3 clusters Score -1.721872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 120261 members 
Entering Unmasked Estep 
Score: -17218722.000000 Penalty: 5806.546387
	Iteration 45Q: 3 clusters Score -1.721872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 120265 members 
Entering Unmasked Estep 
Score: -17218718.000000 Penalty: 5806.546387
	Iteration 46Q: 3 clusters Score -1.721872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 120267 members 
Entering Unmasked Estep 
Score: -17218718.000000 Penalty: 5806.546387
	Iteration 47Q: 3 clusters Score -1.721872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -17218706.000000 Penalty: 5806.546387
	Iteration 48Q: 3 clusters Score -1.721871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -17218706.000000 Penalty: 5806.546387
	Iteration 49F: 3 clusters Score -1.721871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (100506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Entering Unmasked Estep 
Score: -14296097.000000 Penalty: 2856.457275
	Iteration 0F: 2 clusters Score -1.42961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -14229295.000000 Penalty: 5712.914551
	Iteration 0F: 3 clusters Score -1.42293e+07 nChanged 47524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -14256634.000000 Penalty: 5712.914551
	Iteration 1F: 3 clusters Score -1.425663e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -14257559.000000 Penalty: 5712.914551
	Iteration 2Q: 3 clusters Score -1.425756e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -14258628.000000 Penalty: 5712.914551
	Iteration 3Q: 3 clusters Score -1.425863e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -14259904.000000 Penalty: 5712.914551
	Iteration 4Q: 3 clusters Score -1.42599e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -14261298.000000 Penalty: 5712.914551
	Iteration 5Q: 3 clusters Score -1.42613e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -14263321.000000 Penalty: 5712.914551
	Iteration 6Q: 3 clusters Score -1.426332e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -14266049.000000 Penalty: 5712.914551
	Iteration 7Q: 3 clusters Score -1.426605e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -14269529.000000 Penalty: 5712.914551
	Iteration 8F: 3 clusters Score -1.426953e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -14273204.000000 Penalty: 5712.914551
	Iteration 9F: 3 clusters Score -1.42732e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -14276651.000000 Penalty: 5712.914551
	Iteration 10F: 3 clusters Score -1.427665e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -14279187.000000 Penalty: 5712.914551
	Iteration 11Q: 3 clusters Score -1.427919e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -14280287.000000 Penalty: 5712.914551
	Iteration 12Q: 3 clusters Score -1.428029e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -14280716.000000 Penalty: 5712.914551
	Iteration 13Q: 3 clusters Score -1.428072e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -14280889.000000 Penalty: 5712.914551
	Iteration 14Q: 3 clusters Score -1.428089e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -14281023.000000 Penalty: 5712.914551
	Iteration 15Q: 3 clusters Score -1.428102e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -14281136.000000 Penalty: 5712.914551
	Iteration 16Q: 3 clusters Score -1.428114e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -14281205.000000 Penalty: 5712.914551
	Iteration 17Q: 3 clusters Score -1.42812e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -14281255.000000 Penalty: 5712.914551
	Iteration 18Q: 3 clusters Score -1.428126e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -14281270.000000 Penalty: 5712.914551
	Iteration 19Q: 3 clusters Score -1.428127e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -14281342.000000 Penalty: 5712.914551
	Iteration 20F: 3 clusters Score -1.428134e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -14281450.000000 Penalty: 5712.914551
	Iteration 21Q: 3 clusters Score -1.428145e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -14281508.000000 Penalty: 5712.914551
	Iteration 22Q: 3 clusters Score -1.428151e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -14281530.000000 Penalty: 5712.914551
	Iteration 23Q: 3 clusters Score -1.428153e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -14281527.000000 Penalty: 5712.914551
	Iteration 24Q: 3 clusters Score -1.428153e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -14281575.000000 Penalty: 5712.914551
	Iteration 25Q: 3 clusters Score -1.428158e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -14281577.000000 Penalty: 5712.914551
	Iteration 26Q: 3 clusters Score -1.428158e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -14281596.000000 Penalty: 5712.914551
	Iteration 27Q: 3 clusters Score -1.42816e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -14281600.000000 Penalty: 5712.914551
	Iteration 28Q: 3 clusters Score -1.42816e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -14281646.000000 Penalty: 5712.914551
	Iteration 29Q: 3 clusters Score -1.428165e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -14281661.000000 Penalty: 5712.914551
	Iteration 30Q: 3 clusters Score -1.428166e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -14281675.000000 Penalty: 5712.914551
	Iteration 31Q: 3 clusters Score -1.428168e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -14281699.000000 Penalty: 5712.914551
	Iteration 32Q: 3 clusters Score -1.42817e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -14281704.000000 Penalty: 5712.914551
	Iteration 33Q: 3 clusters Score -1.42817e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -14281714.000000 Penalty: 5712.914551
	Iteration 34Q: 3 clusters Score -1.428171e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -14281731.000000 Penalty: 5712.914551
	Iteration 35Q: 3 clusters Score -1.428173e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -14281819.000000 Penalty: 5712.914551
	Iteration 36Q: 3 clusters Score -1.428182e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -14281850.000000 Penalty: 5712.914551
	Iteration 37Q: 3 clusters Score -1.428185e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -14281873.000000 Penalty: 5712.914551
	Iteration 38Q: 3 clusters Score -1.428187e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -14281886.000000 Penalty: 5712.914551
	Iteration 39Q: 3 clusters Score -1.428189e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -14281893.000000 Penalty: 5712.914551
	Iteration 40F: 3 clusters Score -1.428189e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -14281923.000000 Penalty: 5712.914551
	Iteration 41Q: 3 clusters Score -1.428192e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -14281977.000000 Penalty: 5712.914551
	Iteration 42Q: 3 clusters Score -1.428198e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -14281991.000000 Penalty: 5712.914551
	Iteration 43Q: 3 clusters Score -1.428199e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -14281999.000000 Penalty: 5712.914551
	Iteration 44Q: 3 clusters Score -1.4282e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -14282045.000000 Penalty: 5712.914551
	Iteration 45Q: 3 clusters Score -1.428204e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -14282067.000000 Penalty: 5712.914551
	Iteration 46Q: 3 clusters Score -1.428207e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -14282051.000000 Penalty: 5712.914551
	Iteration 47Q: 3 clusters Score -1.428205e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -14282086.000000 Penalty: 5712.914551
	Iteration 48Q: 3 clusters Score -1.428209e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -14282137.000000 Penalty: 5712.914551
	Iteration 49Q: 3 clusters Score -1.428214e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -14282127.000000 Penalty: 5712.914551
	Iteration 50Q: 3 clusters Score -1.428213e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -14282133.000000 Penalty: 5712.914551
	Iteration 51Q: 3 clusters Score -1.428213e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -14282182.000000 Penalty: 5712.914551
	Iteration 52Q: 3 clusters Score -1.428218e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -14282211.000000 Penalty: 5712.914551
	Iteration 53Q: 3 clusters Score -1.428221e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -14282218.000000 Penalty: 5712.914551
	Iteration 54Q: 3 clusters Score -1.428222e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -14282276.000000 Penalty: 5712.914551
	Iteration 55Q: 3 clusters Score -1.428228e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -14282330.000000 Penalty: 5712.914551
	Iteration 56Q: 3 clusters Score -1.428233e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -14282383.000000 Penalty: 5712.914551
	Iteration 57Q: 3 clusters Score -1.428238e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -14282460.000000 Penalty: 5712.914551
	Iteration 58Q: 3 clusters Score -1.428246e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -14282564.000000 Penalty: 5712.914551
	Iteration 59Q: 3 clusters Score -1.428256e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -14282640.000000 Penalty: 5712.914551
	Iteration 60F: 3 clusters Score -1.428264e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -14282723.000000 Penalty: 5712.914551
	Iteration 61Q: 3 clusters Score -1.428272e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -14282791.000000 Penalty: 5712.914551
	Iteration 62Q: 3 clusters Score -1.428279e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -14282828.000000 Penalty: 5712.914551
	Iteration 63Q: 3 clusters Score -1.428283e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -14282974.000000 Penalty: 5712.914551
	Iteration 64Q: 3 clusters Score -1.428297e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -14283090.000000 Penalty: 5712.914551
	Iteration 65Q: 3 clusters Score -1.428309e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -14283176.000000 Penalty: 5712.914551
	Iteration 66Q: 3 clusters Score -1.428318e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -14283297.000000 Penalty: 5712.914551
	Iteration 67Q: 3 clusters Score -1.42833e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -14283426.000000 Penalty: 5712.914551
	Iteration 68Q: 3 clusters Score -1.428343e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -14283592.000000 Penalty: 5712.914551
	Iteration 69Q: 3 clusters Score -1.428359e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -14283852.000000 Penalty: 5712.914551
	Iteration 70Q: 3 clusters Score -1.428385e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -14284122.000000 Penalty: 5712.914551
	Iteration 71Q: 3 clusters Score -1.428412e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -14284394.000000 Penalty: 5712.914551
	Iteration 72Q: 3 clusters Score -1.428439e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -14284700.000000 Penalty: 5712.914551
	Iteration 73Q: 3 clusters Score -1.42847e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -14284946.000000 Penalty: 5712.914551
	Iteration 74Q: 3 clusters Score -1.428495e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -14285351.000000 Penalty: 5712.914551
	Iteration 75Q: 3 clusters Score -1.428535e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 79297 members 
Entering Unmasked Estep 
Score: -14285815.000000 Penalty: 5712.914551
	Iteration 76Q: 3 clusters Score -1.428582e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -14286273.000000 Penalty: 5712.914551
	Iteration 77Q: 3 clusters Score -1.428627e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 82452 members 
Entering Unmasked Estep 
Score: -14286878.000000 Penalty: 5712.914551
	Iteration 78Q: 3 clusters Score -1.428688e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -14287392.000000 Penalty: 5712.914551
	Iteration 79Q: 3 clusters Score -1.428739e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -14287902.000000 Penalty: 5712.914551
	Iteration 80F: 3 clusters Score -1.42879e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -14288571.000000 Penalty: 5712.914551
	Iteration 81Q: 3 clusters Score -1.428857e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -14289191.000000 Penalty: 5712.914551
	Iteration 82Q: 3 clusters Score -1.428919e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 90333 members 
Entering Unmasked Estep 
Score: -14289803.000000 Penalty: 5712.914551
	Iteration 83Q: 3 clusters Score -1.42898e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
Score: -14290506.000000 Penalty: 5712.914551
	Iteration 84Q: 3 clusters Score -1.429051e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 93134 members 
Entering Unmasked Estep 
Score: -14291106.000000 Penalty: 5712.914551
	Iteration 85Q: 3 clusters Score -1.429111e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
Score: -14291598.000000 Penalty: 5712.914551
	Iteration 86Q: 3 clusters Score -1.42916e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 95359 members 
Entering Unmasked Estep 
Score: -14292020.000000 Penalty: 5712.914551
	Iteration 87Q: 3 clusters Score -1.429202e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -14292438.000000 Penalty: 5712.914551
	Iteration 88Q: 3 clusters Score -1.429244e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -14292726.000000 Penalty: 5712.914551
	Iteration 89Q: 3 clusters Score -1.429273e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 97389 members 
Entering Unmasked Estep 
Score: -14293043.000000 Penalty: 5712.914551
	Iteration 90Q: 3 clusters Score -1.429304e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 97794 members 
Entering Unmasked Estep 
Score: -14293177.000000 Penalty: 5712.914551
	Iteration 91Q: 3 clusters Score -1.429318e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 98085 members 
Entering Unmasked Estep 
Score: -14293296.000000 Penalty: 5712.914551
	Iteration 92Q: 3 clusters Score -1.42933e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 98314 members 
Entering Unmasked Estep 
Score: -14293363.000000 Penalty: 5712.914551
	Iteration 93Q: 3 clusters Score -1.429336e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -14293455.000000 Penalty: 5712.914551
	Iteration 94Q: 3 clusters Score -1.429346e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 98617 members 
Entering Unmasked Estep 
Score: -14293494.000000 Penalty: 5712.914551
	Iteration 95Q: 3 clusters Score -1.429349e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
Score: -14293506.000000 Penalty: 5712.914551
	Iteration 96Q: 3 clusters Score -1.429351e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -14293547.000000 Penalty: 5712.914551
	Iteration 97Q: 3 clusters Score -1.429355e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -14293578.000000 Penalty: 5712.914551
	Iteration 98Q: 3 clusters Score -1.429358e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -14293566.000000 Penalty: 5712.914551
	Iteration 99Q: 3 clusters Score -1.429357e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -14293576.000000 Penalty: 5712.914551
	Iteration 100F: 3 clusters Score -1.429358e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -14293608.000000 Penalty: 5712.914551
	Iteration 101Q: 3 clusters Score -1.429361e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
Score: -14293646.000000 Penalty: 5712.914551
	Iteration 102Q: 3 clusters Score -1.429365e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 99178 members 
Entering Unmasked Estep 
Score: -14293625.000000 Penalty: 5712.914551
	Iteration 103Q: 3 clusters Score -1.429362e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -14293633.000000 Penalty: 5712.914551
	Iteration 104Q: 3 clusters Score -1.429363e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -14293633.000000 Penalty: 5712.914551
	Iteration 105Q: 3 clusters Score -1.429363e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 99260 members 
Entering Unmasked Estep 
Score: -14293649.000000 Penalty: 5712.914551
	Iteration 106Q: 3 clusters Score -1.429365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 99268 members 
Entering Unmasked Estep 
Score: -14293667.000000 Penalty: 5712.914551
	Iteration 107Q: 3 clusters Score -1.429367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 99273 members 
Entering Unmasked Estep 
Score: -14293647.000000 Penalty: 5712.914551
	Iteration 108Q: 3 clusters Score -1.429365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 99277 members 
Entering Unmasked Estep 
Score: -14293649.000000 Penalty: 5712.914551
	Iteration 109Q: 3 clusters Score -1.429365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -14293657.000000 Penalty: 5712.914551
	Iteration 110Q: 3 clusters Score -1.429366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -14293656.000000 Penalty: 5712.914551
	Iteration 111Q: 3 clusters Score -1.429366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 99286 members 
Entering Unmasked Estep 
Score: -14293652.000000 Penalty: 5712.914551
	Iteration 112Q: 3 clusters Score -1.429365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -14293661.000000 Penalty: 5712.914551
	Iteration 113Q: 3 clusters Score -1.429366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 99304 members 
Entering Unmasked Estep 
Score: -14293686.000000 Penalty: 5712.914551
	Iteration 114Q: 3 clusters Score -1.429369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -14293685.000000 Penalty: 5712.914551
	Iteration 115Q: 3 clusters Score -1.429368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -14293687.000000 Penalty: 5712.914551
	Iteration 116Q: 3 clusters Score -1.429369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 99326 members 
Entering Unmasked Estep 
Score: -14293707.000000 Penalty: 5712.914551
	Iteration 117Q: 3 clusters Score -1.429371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 99331 members 
Entering Unmasked Estep 
Score: -14293706.000000 Penalty: 5712.914551
	Iteration 118Q: 3 clusters Score -1.429371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 99335 members 
Entering Unmasked Estep 
Score: -14293705.000000 Penalty: 5712.914551
	Iteration 119Q: 3 clusters Score -1.42937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 99340 members 
Entering Unmasked Estep 
Score: -14293710.000000 Penalty: 5712.914551
	Iteration 120F: 3 clusters Score -1.429371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -14293713.000000 Penalty: 5712.914551
	Iteration 121Q: 3 clusters Score -1.429371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 99343 members 
Entering Unmasked Estep 
Score: -14293713.000000 Penalty: 5712.914551
	Iteration 122Q: 3 clusters Score -1.429371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 99346 members 
Entering Unmasked Estep 
Score: -14293709.000000 Penalty: 5712.914551
	Iteration 123Q: 3 clusters Score -1.429371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 99347 members 
Entering Unmasked Estep 
Score: -14293711.000000 Penalty: 5712.914551
	Iteration 124Q: 3 clusters Score -1.429371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -14293715.000000 Penalty: 5712.914551
	Iteration 125Q: 3 clusters Score -1.429372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -14293713.000000 Penalty: 5712.914551
	Iteration 126Q: 3 clusters Score -1.429371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -14293715.000000 Penalty: 5712.914551
	Iteration 127Q: 3 clusters Score -1.429372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
Score: -14293725.000000 Penalty: 5712.914551
	Iteration 128Q: 3 clusters Score -1.429372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 99362 members 
Entering Unmasked Estep 
Score: -14293722.000000 Penalty: 5712.914551
	Iteration 129Q: 3 clusters Score -1.429372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 99368 members 
Entering Unmasked Estep 
Score: -14293723.000000 Penalty: 5712.914551
	Iteration 130Q: 3 clusters Score -1.429372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -14293723.000000 Penalty: 5712.914551
	Iteration 131Q: 3 clusters Score -1.429372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -14293737.000000 Penalty: 5712.914551
	Iteration 132Q: 3 clusters Score -1.429374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -14293739.000000 Penalty: 5712.914551
	Iteration 133Q: 3 clusters Score -1.429374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -14293733.000000 Penalty: 5712.914551
	Iteration 134Q: 3 clusters Score -1.429373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -14293733.000000 Penalty: 5712.914551
	Iteration 135Q: 3 clusters Score -1.429373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -14293727.000000 Penalty: 5712.914551
	Iteration 136Q: 3 clusters Score -1.429373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -14293726.000000 Penalty: 5712.914551
	Iteration 137Q: 3 clusters Score -1.429373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 99371 members 
Entering Unmasked Estep 
Score: -14293726.000000 Penalty: 5712.914551
	Iteration 138Q: 3 clusters Score -1.429373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 99371 members 
Entering Unmasked Estep 
Score: -14293726.000000 Penalty: 5712.914551
	Iteration 139F: 3 clusters Score -1.429373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Entering Unmasked Estep 
Score: -452182.593750 Penalty: 2003.283936
	Iteration 0F: 2 clusters Score -452182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -448744.343750 Penalty: 4006.567871
	Iteration 0F: 3 clusters Score -448744.3 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -449554.843750 Penalty: 4006.567871
	Iteration 1F: 3 clusters Score -449554.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -449965.437500 Penalty: 4006.567871
	Iteration 2F: 3 clusters Score -449965.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -450242.468750 Penalty: 4006.567871
	Iteration 3F: 3 clusters Score -450242.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -450407.125000 Penalty: 4006.567871
	Iteration 4F: 3 clusters Score -450407.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -450535.437500 Penalty: 4006.567871
	Iteration 5Q: 3 clusters Score -450535.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -450646.406250 Penalty: 4006.567871
	Iteration 6Q: 3 clusters Score -450646.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -450750.031250 Penalty: 4006.567871
	Iteration 7Q: 3 clusters Score -450750 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -450835.125000 Penalty: 4006.567871
	Iteration 8Q: 3 clusters Score -450835.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -450929.156250 Penalty: 4006.567871
	Iteration 9Q: 3 clusters Score -450929.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -451021.812500 Penalty: 4006.567871
	Iteration 10Q: 3 clusters Score -451021.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -451131.093750 Penalty: 4006.567871
	Iteration 11Q: 3 clusters Score -451131.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -451310.937500 Penalty: 4006.567871
	Iteration 12Q: 3 clusters Score -451310.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -451482.718750 Penalty: 4006.567871
	Iteration 13Q: 3 clusters Score -451482.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -451602.437500 Penalty: 4006.567871
	Iteration 14Q: 3 clusters Score -451602.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -451687.531250 Penalty: 4006.567871
	Iteration 15Q: 3 clusters Score -451687.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -451742.187500 Penalty: 4006.567871
	Iteration 16Q: 3 clusters Score -451742.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -451773.093750 Penalty: 4006.567871
	Iteration 17Q: 3 clusters Score -451773.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -451786.500000 Penalty: 4006.567871
	Iteration 18Q: 3 clusters Score -451786.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -451796.281250 Penalty: 4006.567871
	Iteration 19Q: 3 clusters Score -451796.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -451804.343750 Penalty: 4006.567871
	Iteration 20F: 3 clusters Score -451804.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -451807.500000 Penalty: 4006.567871
	Iteration 21Q: 3 clusters Score -451807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -451808.000000 Penalty: 4006.567871
	Iteration 22Q: 3 clusters Score -451808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -451808.000000 Penalty: 4006.567871
	Iteration 23F: 3 clusters Score -451808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -61458.433594 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -61458.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59988.710938 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -59988.71 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60258.117188 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -60258.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60396.246094 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -60396.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60478.195312 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -60478.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60549.804688 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -60549.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60663.710938 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -60663.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60829.625000 Penalty: 3099.987793
	Iteration 6F: 3 clusters Score -60829.62 nChanged 34
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: -61034.609375 Penalty: 3099.987793
	Iteration 7F: 3 clusters Score -61034.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61375.886719 Penalty: 3099.987793
	Iteration 8F: 3 clusters Score -61375.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61759.257812 Penalty: 3099.987793
	Iteration 9F: 3 clusters Score -61759.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62021.171875 Penalty: 3099.987793
	Iteration 10F: 3 clusters Score -62021.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62178.707031 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -62178.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62205.000000 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -62205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -62231.292969 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -62231.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -62231.292969 Penalty: 3099.987793
	Iteration 14F: 3 clusters Score -62231.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39464 members 
Mstep: Class 3 contains 145509 members 
Mstep: Class 4 contains 59073 members 
Mstep: Class 5 contains 41754 members 
Mstep: Class 6 contains 121388 members 
Mstep: Class 7 contains 100506 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 133 members 
Mstep: Class 10 contains 153989 members 
Mstep: Class 11 contains 17445 members 
Mstep: Class 12 contains 67650 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 13001 members 
Mstep: Class 15 contains 35999 members 
Mstep: Class 16 contains 3860 members 
Mstep: Class 17 contains 167004 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39329 members 
Mstep: Class 20 contains 41949 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 385 members 
Entering Unmasked Estep 
Score: -147034544.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147035728.000000 to -147034544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (153989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153989 members 
Entering Unmasked Estep 
Score: -21643508.000000 Penalty: 2962.269775
	Iteration 0F: 2 clusters Score -2.164351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -21542628.000000 Penalty: 5924.539551
	Iteration 0F: 3 clusters Score -2.154263e+07 nChanged 73604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76154 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -21585288.000000 Penalty: 5924.539551
	Iteration 1F: 3 clusters Score -2.158529e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -21586314.000000 Penalty: 5924.539551
	Iteration 2Q: 3 clusters Score -2.158631e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75441 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -21587374.000000 Penalty: 5924.539551
	Iteration 3Q: 3 clusters Score -2.158737e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74787 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -21588258.000000 Penalty: 5924.539551
	Iteration 4Q: 3 clusters Score -2.158826e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -21589368.000000 Penalty: 5924.539551
	Iteration 5Q: 3 clusters Score -2.158937e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -21591024.000000 Penalty: 5924.539551
	Iteration 6Q: 3 clusters Score -2.159102e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -21592998.000000 Penalty: 5924.539551
	Iteration 7Q: 3 clusters Score -2.1593e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 85782 members 
Entering Unmasked Estep 
Score: -21596174.000000 Penalty: 5924.539551
	Iteration 8Q: 3 clusters Score -2.159617e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 88687 members 
Entering Unmasked Estep 
Score: -21601188.000000 Penalty: 5924.539551
	Iteration 9Q: 3 clusters Score -2.160119e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -21607410.000000 Penalty: 5924.539551
	Iteration 10F: 3 clusters Score -2.160741e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
Score: -21613642.000000 Penalty: 5924.539551
	Iteration 11F: 3 clusters Score -2.161364e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -21617468.000000 Penalty: 5924.539551
	Iteration 12Q: 3 clusters Score -2.161747e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 96879 members 
Entering Unmasked Estep 
Score: -21618622.000000 Penalty: 5924.539551
	Iteration 13Q: 3 clusters Score -2.161862e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -21619212.000000 Penalty: 5924.539551
	Iteration 14Q: 3 clusters Score -2.161921e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 99211 members 
Entering Unmasked Estep 
Score: -21619584.000000 Penalty: 5924.539551
	Iteration 15Q: 3 clusters Score -2.161958e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -21619896.000000 Penalty: 5924.539551
	Iteration 16Q: 3 clusters Score -2.16199e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 101829 members 
Entering Unmasked Estep 
Score: -21620440.000000 Penalty: 5924.539551
	Iteration 17Q: 3 clusters Score -2.162044e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -21620826.000000 Penalty: 5924.539551
	Iteration 18Q: 3 clusters Score -2.162083e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 104803 members 
Entering Unmasked Estep 
Score: -21621328.000000 Penalty: 5924.539551
	Iteration 19Q: 3 clusters Score -2.162133e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 106389 members 
Entering Unmasked Estep 
Score: -21621880.000000 Penalty: 5924.539551
	Iteration 20F: 3 clusters Score -2.162188e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -21622468.000000 Penalty: 5924.539551
	Iteration 21Q: 3 clusters Score -2.162247e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 109747 members 
Entering Unmasked Estep 
Score: -21623068.000000 Penalty: 5924.539551
	Iteration 22Q: 3 clusters Score -2.162307e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -21623644.000000 Penalty: 5924.539551
	Iteration 23Q: 3 clusters Score -2.162364e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 113412 members 
Entering Unmasked Estep 
Score: -21624336.000000 Penalty: 5924.539551
	Iteration 24Q: 3 clusters Score -2.162434e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 115417 members 
Entering Unmasked Estep 
Score: -21625100.000000 Penalty: 5924.539551
	Iteration 25Q: 3 clusters Score -2.16251e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 117497 members 
Entering Unmasked Estep 
Score: -21625948.000000 Penalty: 5924.539551
	Iteration 26Q: 3 clusters Score -2.162595e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
Score: -21627100.000000 Penalty: 5924.539551
	Iteration 27Q: 3 clusters Score -2.16271e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 122146 members 
Entering Unmasked Estep 
Score: -21628340.000000 Penalty: 5924.539551
	Iteration 28Q: 3 clusters Score -2.162834e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 124563 members 
Entering Unmasked Estep 
Score: -21629724.000000 Penalty: 5924.539551
	Iteration 29Q: 3 clusters Score -2.162972e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 127041 members 
Entering Unmasked Estep 
Score: -21631432.000000 Penalty: 5924.539551
	Iteration 30Q: 3 clusters Score -2.163143e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 129470 members 
Entering Unmasked Estep 
Score: -21633132.000000 Penalty: 5924.539551
	Iteration 31Q: 3 clusters Score -2.163313e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 131742 members 
Entering Unmasked Estep 
Score: -21634956.000000 Penalty: 5924.539551
	Iteration 32Q: 3 clusters Score -2.163496e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 133915 members 
Entering Unmasked Estep 
Score: -21636852.000000 Penalty: 5924.539551
	Iteration 33Q: 3 clusters Score -2.163685e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 135751 members 
Entering Unmasked Estep 
Score: -21638386.000000 Penalty: 5924.539551
	Iteration 34Q: 3 clusters Score -2.163839e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 137253 members 
Entering Unmasked Estep 
Score: -21639394.000000 Penalty: 5924.539551
	Iteration 35Q: 3 clusters Score -2.163939e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 138499 members 
Entering Unmasked Estep 
Score: -21640112.000000 Penalty: 5924.539551
	Iteration 36Q: 3 clusters Score -2.164011e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 139532 members 
Entering Unmasked Estep 
Score: -21640584.000000 Penalty: 5924.539551
	Iteration 37Q: 3 clusters Score -2.164058e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 140469 members 
Entering Unmasked Estep 
Score: -21640934.000000 Penalty: 5924.539551
	Iteration 38Q: 3 clusters Score -2.164093e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 141252 members 
Entering Unmasked Estep 
Score: -21641230.000000 Penalty: 5924.539551
	Iteration 39Q: 3 clusters Score -2.164123e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 141951 members 
Entering Unmasked Estep 
Score: -21641408.000000 Penalty: 5924.539551
	Iteration 40F: 3 clusters Score -2.164141e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 142625 members 
Entering Unmasked Estep 
Score: -21641538.000000 Penalty: 5924.539551
	Iteration 41Q: 3 clusters Score -2.164154e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 143243 members 
Entering Unmasked Estep 
Score: -21641634.000000 Penalty: 5924.539551
	Iteration 42Q: 3 clusters Score -2.164163e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 143762 members 
Entering Unmasked Estep 
Score: -21641800.000000 Penalty: 5924.539551
	Iteration 43Q: 3 clusters Score -2.16418e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 144249 members 
Entering Unmasked Estep 
Score: -21641820.000000 Penalty: 5924.539551
	Iteration 44Q: 3 clusters Score -2.164182e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 144695 members 
Entering Unmasked Estep 
Score: -21641956.000000 Penalty: 5924.539551
	Iteration 45Q: 3 clusters Score -2.164196e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -21641970.000000 Penalty: 5924.539551
	Iteration 46Q: 3 clusters Score -2.164197e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 145489 members 
Entering Unmasked Estep 
Score: -21641996.000000 Penalty: 5924.539551
	Iteration 47Q: 3 clusters Score -2.1642e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 145879 members 
Entering Unmasked Estep 
Score: -21641990.000000 Penalty: 5924.539551
	Iteration 48Q: 3 clusters Score -2.164199e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 146222 members 
Entering Unmasked Estep 
Score: -21641932.000000 Penalty: 5924.539551
	Iteration 49Q: 3 clusters Score -2.164193e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 146537 members 
Entering Unmasked Estep 
Score: -21641980.000000 Penalty: 5924.539551
	Iteration 50Q: 3 clusters Score -2.164198e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 146839 members 
Entering Unmasked Estep 
Score: -21642040.000000 Penalty: 5924.539551
	Iteration 51Q: 3 clusters Score -2.164204e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 147106 members 
Entering Unmasked Estep 
Score: -21642032.000000 Penalty: 5924.539551
	Iteration 52Q: 3 clusters Score -2.164203e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 147370 members 
Entering Unmasked Estep 
Score: -21642080.000000 Penalty: 5924.539551
	Iteration 53Q: 3 clusters Score -2.164208e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 147616 members 
Entering Unmasked Estep 
Score: -21642074.000000 Penalty: 5924.539551
	Iteration 54Q: 3 clusters Score -2.164207e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 147844 members 
Entering Unmasked Estep 
Score: -21642056.000000 Penalty: 5924.539551
	Iteration 55Q: 3 clusters Score -2.164206e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 148030 members 
Entering Unmasked Estep 
Score: -21642036.000000 Penalty: 5924.539551
	Iteration 56Q: 3 clusters Score -2.164204e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 148209 members 
Entering Unmasked Estep 
Score: -21642090.000000 Penalty: 5924.539551
	Iteration 57Q: 3 clusters Score -2.164209e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 148365 members 
Entering Unmasked Estep 
Score: -21642090.000000 Penalty: 5924.539551
	Iteration 58Q: 3 clusters Score -2.164209e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 148506 members 
Entering Unmasked Estep 
Score: -21642092.000000 Penalty: 5924.539551
	Iteration 59Q: 3 clusters Score -2.164209e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 148630 members 
Entering Unmasked Estep 
Score: -21642124.000000 Penalty: 5924.539551
	Iteration 60F: 3 clusters Score -2.164212e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 148734 members 
Entering Unmasked Estep 
Score: -21642114.000000 Penalty: 5924.539551
	Iteration 61Q: 3 clusters Score -2.164211e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 148831 members 
Entering Unmasked Estep 
Score: -21642098.000000 Penalty: 5924.539551
	Iteration 62Q: 3 clusters Score -2.16421e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 148911 members 
Entering Unmasked Estep 
Score: -21642100.000000 Penalty: 5924.539551
	Iteration 63Q: 3 clusters Score -2.16421e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 148992 members 
Entering Unmasked Estep 
Score: -21642094.000000 Penalty: 5924.539551
	Iteration 64Q: 3 clusters Score -2.164209e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 149062 members 
Entering Unmasked Estep 
Score: -21642080.000000 Penalty: 5924.539551
	Iteration 65Q: 3 clusters Score -2.164208e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 149132 members 
Entering Unmasked Estep 
Score: -21642044.000000 Penalty: 5924.539551
	Iteration 66Q: 3 clusters Score -2.164204e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -21642050.000000 Penalty: 5924.539551
	Iteration 67Q: 3 clusters Score -2.164205e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 149284 members 
Entering Unmasked Estep 
Score: -21642062.000000 Penalty: 5924.539551
	Iteration 68Q: 3 clusters Score -2.164206e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 149360 members 
Entering Unmasked Estep 
Score: -21642040.000000 Penalty: 5924.539551
	Iteration 69Q: 3 clusters Score -2.164204e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 149434 members 
Entering Unmasked Estep 
Score: -21642032.000000 Penalty: 5924.539551
	Iteration 70Q: 3 clusters Score -2.164203e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 149493 members 
Entering Unmasked Estep 
Score: -21642046.000000 Penalty: 5924.539551
	Iteration 71Q: 3 clusters Score -2.164205e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 149552 members 
Entering Unmasked Estep 
Score: -21642014.000000 Penalty: 5924.539551
	Iteration 72Q: 3 clusters Score -2.164201e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 149597 members 
Entering Unmasked Estep 
Score: -21642002.000000 Penalty: 5924.539551
	Iteration 73Q: 3 clusters Score -2.1642e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 149643 members 
Entering Unmasked Estep 
Score: -21642000.000000 Penalty: 5924.539551
	Iteration 74Q: 3 clusters Score -2.1642e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 149679 members 
Entering Unmasked Estep 
Score: -21641988.000000 Penalty: 5924.539551
	Iteration 75Q: 3 clusters Score -2.164199e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 149715 members 
Entering Unmasked Estep 
Score: -21641962.000000 Penalty: 5924.539551
	Iteration 76Q: 3 clusters Score -2.164196e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 149747 members 
Entering Unmasked Estep 
Score: -21641984.000000 Penalty: 5924.539551
	Iteration 77Q: 3 clusters Score -2.164198e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 149779 members 
Entering Unmasked Estep 
Score: -21641988.000000 Penalty: 5924.539551
	Iteration 78Q: 3 clusters Score -2.164199e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 149803 members 
Entering Unmasked Estep 
Score: -21642006.000000 Penalty: 5924.539551
	Iteration 79Q: 3 clusters Score -2.164201e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 149831 members 
Entering Unmasked Estep 
Score: -21642006.000000 Penalty: 5924.539551
	Iteration 80F: 3 clusters Score -2.164201e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 149857 members 
Entering Unmasked Estep 
Score: -21642028.000000 Penalty: 5924.539551
	Iteration 81Q: 3 clusters Score -2.164203e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 149890 members 
Entering Unmasked Estep 
Score: -21642022.000000 Penalty: 5924.539551
	Iteration 82Q: 3 clusters Score -2.164202e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 149920 members 
Entering Unmasked Estep 
Score: -21642012.000000 Penalty: 5924.539551
	Iteration 83Q: 3 clusters Score -2.164201e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 149952 members 
Entering Unmasked Estep 
Score: -21642036.000000 Penalty: 5924.539551
	Iteration 84Q: 3 clusters Score -2.164204e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 149976 members 
Entering Unmasked Estep 
Score: -21642014.000000 Penalty: 5924.539551
	Iteration 85Q: 3 clusters Score -2.164201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 149996 members 
Entering Unmasked Estep 
Score: -21642030.000000 Penalty: 5924.539551
	Iteration 86Q: 3 clusters Score -2.164203e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 150016 members 
Entering Unmasked Estep 
Score: -21642012.000000 Penalty: 5924.539551
	Iteration 87Q: 3 clusters Score -2.164201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 150030 members 
Entering Unmasked Estep 
Score: -21642032.000000 Penalty: 5924.539551
	Iteration 88Q: 3 clusters Score -2.164203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 150037 members 
Entering Unmasked Estep 
Score: -21642034.000000 Penalty: 5924.539551
	Iteration 89Q: 3 clusters Score -2.164203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 150049 members 
Entering Unmasked Estep 
Score: -21642014.000000 Penalty: 5924.539551
	Iteration 90Q: 3 clusters Score -2.164201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 150063 members 
Entering Unmasked Estep 
Score: -21642026.000000 Penalty: 5924.539551
	Iteration 91Q: 3 clusters Score -2.164203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 150074 members 
Entering Unmasked Estep 
Score: -21642016.000000 Penalty: 5924.539551
	Iteration 92Q: 3 clusters Score -2.164202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 150096 members 
Entering Unmasked Estep 
Score: -21642036.000000 Penalty: 5924.539551
	Iteration 93Q: 3 clusters Score -2.164204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 150117 members 
Entering Unmasked Estep 
Score: -21642046.000000 Penalty: 5924.539551
	Iteration 94Q: 3 clusters Score -2.164205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 150135 members 
Entering Unmasked Estep 
Score: -21642040.000000 Penalty: 5924.539551
	Iteration 95Q: 3 clusters Score -2.164204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 150155 members 
Entering Unmasked Estep 
Score: -21642048.000000 Penalty: 5924.539551
	Iteration 96Q: 3 clusters Score -2.164205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 150169 members 
Entering Unmasked Estep 
Score: -21642050.000000 Penalty: 5924.539551
	Iteration 97Q: 3 clusters Score -2.164205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 150182 members 
Entering Unmasked Estep 
Score: -21642034.000000 Penalty: 5924.539551
	Iteration 98Q: 3 clusters Score -2.164203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 150194 members 
Entering Unmasked Estep 
Score: -21642034.000000 Penalty: 5924.539551
	Iteration 99Q: 3 clusters Score -2.164203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 150205 members 
Entering Unmasked Estep 
Score: -21642016.000000 Penalty: 5924.539551
	Iteration 100F: 3 clusters Score -2.164202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 150211 members 
Entering Unmasked Estep 
Score: -21642026.000000 Penalty: 5924.539551
	Iteration 101Q: 3 clusters Score -2.164203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 150217 members 
Entering Unmasked Estep 
Score: -21642024.000000 Penalty: 5924.539551
	Iteration 102Q: 3 clusters Score -2.164202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 150223 members 
Entering Unmasked Estep 
Score: -21642010.000000 Penalty: 5924.539551
	Iteration 103Q: 3 clusters Score -2.164201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 150228 members 
Entering Unmasked Estep 
Score: -21642016.000000 Penalty: 5924.539551
	Iteration 104Q: 3 clusters Score -2.164202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 150232 members 
Entering Unmasked Estep 
Score: -21642008.000000 Penalty: 5924.539551
	Iteration 105Q: 3 clusters Score -2.164201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 150237 members 
Entering Unmasked Estep 
Score: -21642016.000000 Penalty: 5924.539551
	Iteration 106Q: 3 clusters Score -2.164202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 150245 members 
Entering Unmasked Estep 
Score: -21642016.000000 Penalty: 5924.539551
	Iteration 107Q: 3 clusters Score -2.164202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 150250 members 
Entering Unmasked Estep 
Score: -21642000.000000 Penalty: 5924.539551
	Iteration 108Q: 3 clusters Score -2.1642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 150260 members 
Entering Unmasked Estep 
Score: -21642008.000000 Penalty: 5924.539551
	Iteration 109Q: 3 clusters Score -2.164201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 150264 members 
Entering Unmasked Estep 
Score: -21642000.000000 Penalty: 5924.539551
	Iteration 110Q: 3 clusters Score -2.1642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 150269 members 
Entering Unmasked Estep 
Score: -21642012.000000 Penalty: 5924.539551
	Iteration 111Q: 3 clusters Score -2.164201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 150279 members 
Entering Unmasked Estep 
Score: -21642010.000000 Penalty: 5924.539551
	Iteration 112Q: 3 clusters Score -2.164201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 150289 members 
Entering Unmasked Estep 
Score: -21642012.000000 Penalty: 5924.539551
	Iteration 113Q: 3 clusters Score -2.164201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 150301 members 
Entering Unmasked Estep 
Score: -21641992.000000 Penalty: 5924.539551
	Iteration 114Q: 3 clusters Score -2.164199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 150314 members 
Entering Unmasked Estep 
Score: -21642012.000000 Penalty: 5924.539551
	Iteration 115Q: 3 clusters Score -2.164201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 150324 members 
Entering Unmasked Estep 
Score: -21642042.000000 Penalty: 5924.539551
	Iteration 116Q: 3 clusters Score -2.164204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 150333 members 
Entering Unmasked Estep 
Score: -21642042.000000 Penalty: 5924.539551
	Iteration 117Q: 3 clusters Score -2.164204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 150344 members 
Entering Unmasked Estep 
Score: -21642036.000000 Penalty: 5924.539551
	Iteration 118Q: 3 clusters Score -2.164204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 150360 members 
Entering Unmasked Estep 
Score: -21642070.000000 Penalty: 5924.539551
	Iteration 119Q: 3 clusters Score -2.164207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 150371 members 
Entering Unmasked Estep 
Score: -21642066.000000 Penalty: 5924.539551
	Iteration 120F: 3 clusters Score -2.164207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 150385 members 
Entering Unmasked Estep 
Score: -21642066.000000 Penalty: 5924.539551
	Iteration 121Q: 3 clusters Score -2.164207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 150401 members 
Entering Unmasked Estep 
Score: -21642078.000000 Penalty: 5924.539551
	Iteration 122Q: 3 clusters Score -2.164208e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 150421 members 
Entering Unmasked Estep 
Score: -21642102.000000 Penalty: 5924.539551
	Iteration 123Q: 3 clusters Score -2.16421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 150431 members 
Entering Unmasked Estep 
Score: -21642086.000000 Penalty: 5924.539551
	Iteration 124Q: 3 clusters Score -2.164209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 150440 members 
Entering Unmasked Estep 
Score: -21642072.000000 Penalty: 5924.539551
	Iteration 125Q: 3 clusters Score -2.164207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 150443 members 
Entering Unmasked Estep 
Score: -21642066.000000 Penalty: 5924.539551
	Iteration 126Q: 3 clusters Score -2.164207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 150446 members 
Entering Unmasked Estep 
Score: -21642068.000000 Penalty: 5924.539551
	Iteration 127Q: 3 clusters Score -2.164207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 150452 members 
Entering Unmasked Estep 
Score: -21642048.000000 Penalty: 5924.539551
	Iteration 128Q: 3 clusters Score -2.164205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 150455 members 
Entering Unmasked Estep 
Score: -21642056.000000 Penalty: 5924.539551
	Iteration 129Q: 3 clusters Score -2.164206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 150460 members 
Entering Unmasked Estep 
Score: -21642064.000000 Penalty: 5924.539551
	Iteration 130Q: 3 clusters Score -2.164206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 150463 members 
Entering Unmasked Estep 
Score: -21642072.000000 Penalty: 5924.539551
	Iteration 131Q: 3 clusters Score -2.164207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 150467 members 
Entering Unmasked Estep 
Score: -21642058.000000 Penalty: 5924.539551
	Iteration 132Q: 3 clusters Score -2.164206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 150473 members 
Entering Unmasked Estep 
Score: -21642060.000000 Penalty: 5924.539551
	Iteration 133Q: 3 clusters Score -2.164206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 150479 members 
Entering Unmasked Estep 
Score: -21642056.000000 Penalty: 5924.539551
	Iteration 134Q: 3 clusters Score -2.164206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 150483 members 
Entering Unmasked Estep 
Score: -21642056.000000 Penalty: 5924.539551
	Iteration 135Q: 3 clusters Score -2.164206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 150489 members 
Entering Unmasked Estep 
Score: -21642038.000000 Penalty: 5924.539551
	Iteration 136Q: 3 clusters Score -2.164204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 150494 members 
Entering Unmasked Estep 
Score: -21642052.000000 Penalty: 5924.539551
	Iteration 137Q: 3 clusters Score -2.164205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 150497 members 
Entering Unmasked Estep 
Score: -21642050.000000 Penalty: 5924.539551
	Iteration 138Q: 3 clusters Score -2.164205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 150498 members 
Entering Unmasked Estep 
Score: -21642036.000000 Penalty: 5924.539551
	Iteration 139Q: 3 clusters Score -2.164204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 150500 members 
Entering Unmasked Estep 
Score: -21642038.000000 Penalty: 5924.539551
	Iteration 140F: 3 clusters Score -2.164204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 150504 members 
Entering Unmasked Estep 
Score: -21642030.000000 Penalty: 5924.539551
	Iteration 141Q: 3 clusters Score -2.164203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 150508 members 
Entering Unmasked Estep 
Score: -21642042.000000 Penalty: 5924.539551
	Iteration 142Q: 3 clusters Score -2.164204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 150511 members 
Entering Unmasked Estep 
Score: -21642062.000000 Penalty: 5924.539551
	Iteration 143Q: 3 clusters Score -2.164206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 150515 members 
Entering Unmasked Estep 
Score: -21642062.000000 Penalty: 5924.539551
	Iteration 144Q: 3 clusters Score -2.164206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 150524 members 
Entering Unmasked Estep 
Score: -21642060.000000 Penalty: 5924.539551
	Iteration 145Q: 3 clusters Score -2.164206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 150531 members 
Entering Unmasked Estep 
Score: -21642058.000000 Penalty: 5924.539551
	Iteration 146Q: 3 clusters Score -2.164206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 150535 members 
Entering Unmasked Estep 
Score: -21642060.000000 Penalty: 5924.539551
	Iteration 147Q: 3 clusters Score -2.164206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -21642054.000000 Penalty: 5924.539551
	Iteration 148Q: 3 clusters Score -2.164205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -21642052.000000 Penalty: 5924.539551
	Iteration 149Q: 3 clusters Score -2.164205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 150543 members 
Entering Unmasked Estep 
Score: -21642050.000000 Penalty: 5924.539551
	Iteration 150Q: 3 clusters Score -2.164205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 150545 members 
Entering Unmasked Estep 
Score: -21642038.000000 Penalty: 5924.539551
	Iteration 151Q: 3 clusters Score -2.164204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 150546 members 
Entering Unmasked Estep 
Score: -21642034.000000 Penalty: 5924.539551
	Iteration 152Q: 3 clusters Score -2.164203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 150549 members 
Entering Unmasked Estep 
Score: -21642036.000000 Penalty: 5924.539551
	Iteration 153Q: 3 clusters Score -2.164204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 150551 members 
Entering Unmasked Estep 
Score: -21642036.000000 Penalty: 5924.539551
	Iteration 154Q: 3 clusters Score -2.164204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 150552 members 
Entering Unmasked Estep 
Score: -21642028.000000 Penalty: 5924.539551
	Iteration 155Q: 3 clusters Score -2.164203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 150553 members 
Entering Unmasked Estep 
Score: -21642042.000000 Penalty: 5924.539551
	Iteration 156Q: 3 clusters Score -2.164204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 150553 members 
Entering Unmasked Estep 
Score: -21642036.000000 Penalty: 5924.539551
	Iteration 157Q: 3 clusters Score -2.164204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 150553 members 
Entering Unmasked Estep 
Score: -21642036.000000 Penalty: 5924.539551
	Iteration 158F: 3 clusters Score -2.164204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Entering Unmasked Estep 
Score: -2484146.500000 Penalty: 2422.168457
	Iteration 0F: 2 clusters Score -2484146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2471662.250000 Penalty: 4844.336914
	Iteration 0F: 3 clusters Score -2471662 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2475697.500000 Penalty: 4844.336914
	Iteration 1F: 3 clusters Score -2475698 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2476054.250000 Penalty: 4844.336914
	Iteration 2F: 3 clusters Score -2476054 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2476354.250000 Penalty: 4844.336914
	Iteration 3Q: 3 clusters Score -2476354 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2476622.500000 Penalty: 4844.336914
	Iteration 4Q: 3 clusters Score -2476622 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2476938.250000 Penalty: 4844.336914
	Iteration 5Q: 3 clusters Score -2476938 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2477387.500000 Penalty: 4844.336914
	Iteration 6Q: 3 clusters Score -2477388 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2477988.750000 Penalty: 4844.336914
	Iteration 7F: 3 clusters Score -2477989 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2478706.750000 Penalty: 4844.336914
	Iteration 8F: 3 clusters Score -2478707 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2479475.000000 Penalty: 4844.336914
	Iteration 9F: 3 clusters Score -2479475 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2480238.000000 Penalty: 4844.336914
	Iteration 10F: 3 clusters Score -2480238 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2480835.750000 Penalty: 4844.336914
	Iteration 11Q: 3 clusters Score -2480836 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2481319.500000 Penalty: 4844.336914
	Iteration 12Q: 3 clusters Score -2481320 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2481605.500000 Penalty: 4844.336914
	Iteration 13Q: 3 clusters Score -2481606 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2481767.000000 Penalty: 4844.336914
	Iteration 14Q: 3 clusters Score -2481767 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2481869.000000 Penalty: 4844.336914
	Iteration 15Q: 3 clusters Score -2481869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2481945.750000 Penalty: 4844.336914
	Iteration 16Q: 3 clusters Score -2481946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2481979.500000 Penalty: 4844.336914
	Iteration 17Q: 3 clusters Score -2481980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2481999.250000 Penalty: 4844.336914
	Iteration 18Q: 3 clusters Score -2481999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2482023.000000 Penalty: 4844.336914
	Iteration 19Q: 3 clusters Score -2482023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2482026.000000 Penalty: 4844.336914
	Iteration 20F: 3 clusters Score -2482026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2482027.000000 Penalty: 4844.336914
	Iteration 21Q: 3 clusters Score -2482027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2482030.000000 Penalty: 4844.336914
	Iteration 22Q: 3 clusters Score -2482030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2482033.000000 Penalty: 4844.336914
	Iteration 23Q: 3 clusters Score -2482033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2482033.000000 Penalty: 4844.336914
	Iteration 24Q: 3 clusters Score -2482033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2482034.250000 Penalty: 4844.336914
	Iteration 25Q: 3 clusters Score -2482034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2482037.250000 Penalty: 4844.336914
	Iteration 26Q: 3 clusters Score -2482037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2482035.500000 Penalty: 4844.336914
	Iteration 27Q: 3 clusters Score -2482036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2482035.500000 Penalty: 4844.336914
	Iteration 28F: 3 clusters Score -2482036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Entering Unmasked Estep 
Score: -9631758.000000 Penalty: 2758.281494
	Iteration 0F: 2 clusters Score -9631758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -9586235.000000 Penalty: 5516.562988
	Iteration 0F: 3 clusters Score -9586235 nChanged 31675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -9603861.000000 Penalty: 5516.562988
	Iteration 1F: 3 clusters Score -9603861 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -9604522.000000 Penalty: 5516.562988
	Iteration 2Q: 3 clusters Score -9604522 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -9605093.000000 Penalty: 5516.562988
	Iteration 3Q: 3 clusters Score -9605093 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -9605713.000000 Penalty: 5516.562988
	Iteration 4Q: 3 clusters Score -9605713 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -9606466.000000 Penalty: 5516.562988
	Iteration 5Q: 3 clusters Score -9606466 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -9607457.000000 Penalty: 5516.562988
	Iteration 6Q: 3 clusters Score -9607457 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -9608893.000000 Penalty: 5516.562988
	Iteration 7Q: 3 clusters Score -9608893 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -9611107.000000 Penalty: 5516.562988
	Iteration 8F: 3 clusters Score -9611107 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -9614121.000000 Penalty: 5516.562988
	Iteration 9F: 3 clusters Score -9614121 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -9617849.000000 Penalty: 5516.562988
	Iteration 10F: 3 clusters Score -9617849 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -9621590.000000 Penalty: 5516.562988
	Iteration 11F: 3 clusters Score -9621590 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -9624517.000000 Penalty: 5516.562988
	Iteration 12Q: 3 clusters Score -9624517 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -9626269.000000 Penalty: 5516.562988
	Iteration 13Q: 3 clusters Score -9626269 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -9627259.000000 Penalty: 5516.562988
	Iteration 14Q: 3 clusters Score -9627259 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -9627884.000000 Penalty: 5516.562988
	Iteration 15Q: 3 clusters Score -9627884 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -9628244.000000 Penalty: 5516.562988
	Iteration 16Q: 3 clusters Score -9628244 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -9628526.000000 Penalty: 5516.562988
	Iteration 17Q: 3 clusters Score -9628526 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -9628705.000000 Penalty: 5516.562988
	Iteration 18Q: 3 clusters Score -9628705 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -9628852.000000 Penalty: 5516.562988
	Iteration 19Q: 3 clusters Score -9628852 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -9628994.000000 Penalty: 5516.562988
	Iteration 20F: 3 clusters Score -9628994 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -9629076.000000 Penalty: 5516.562988
	Iteration 21Q: 3 clusters Score -9629076 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 64707 members 
Entering Unmasked Estep 
Score: -9629099.000000 Penalty: 5516.562988
	Iteration 22Q: 3 clusters Score -9629099 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -9629170.000000 Penalty: 5516.562988
	Iteration 23Q: 3 clusters Score -9629170 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -9629206.000000 Penalty: 5516.562988
	Iteration 24Q: 3 clusters Score -9629206 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -9629235.000000 Penalty: 5516.562988
	Iteration 25Q: 3 clusters Score -9629235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -9629271.000000 Penalty: 5516.562988
	Iteration 26Q: 3 clusters Score -9629271 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -9629293.000000 Penalty: 5516.562988
	Iteration 27Q: 3 clusters Score -9629293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -9629324.000000 Penalty: 5516.562988
	Iteration 28Q: 3 clusters Score -9629324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -9629330.000000 Penalty: 5516.562988
	Iteration 29Q: 3 clusters Score -9629330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -9629351.000000 Penalty: 5516.562988
	Iteration 30Q: 3 clusters Score -9629351 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -9629369.000000 Penalty: 5516.562988
	Iteration 31Q: 3 clusters Score -9629369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -9629368.000000 Penalty: 5516.562988
	Iteration 32Q: 3 clusters Score -9629368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -9629399.000000 Penalty: 5516.562988
	Iteration 33Q: 3 clusters Score -9629399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -9629401.000000 Penalty: 5516.562988
	Iteration 34Q: 3 clusters Score -9629401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -9629396.000000 Penalty: 5516.562988
	Iteration 35Q: 3 clusters Score -9629396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
Score: -9629409.000000 Penalty: 5516.562988
	Iteration 36Q: 3 clusters Score -9629409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -9629420.000000 Penalty: 5516.562988
	Iteration 37Q: 3 clusters Score -9629420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -9629426.000000 Penalty: 5516.562988
	Iteration 38Q: 3 clusters Score -9629426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -9629432.000000 Penalty: 5516.562988
	Iteration 39Q: 3 clusters Score -9629432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -9629434.000000 Penalty: 5516.562988
	Iteration 40F: 3 clusters Score -9629434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -9629428.000000 Penalty: 5516.562988
	Iteration 41Q: 3 clusters Score -9629428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -9629426.000000 Penalty: 5516.562988
	Iteration 42Q: 3 clusters Score -9629426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -9629436.000000 Penalty: 5516.562988
	Iteration 43Q: 3 clusters Score -9629436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -9629441.000000 Penalty: 5516.562988
	Iteration 44Q: 3 clusters Score -9629441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -9629450.000000 Penalty: 5516.562988
	Iteration 45Q: 3 clusters Score -9629450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -9629471.000000 Penalty: 5516.562988
	Iteration 46Q: 3 clusters Score -9629471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -9629490.000000 Penalty: 5516.562988
	Iteration 47Q: 3 clusters Score -9629490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -9629485.000000 Penalty: 5516.562988
	Iteration 48Q: 3 clusters Score -9629485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -9629498.000000 Penalty: 5516.562988
	Iteration 49Q: 3 clusters Score -9629498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -9629497.000000 Penalty: 5516.562988
	Iteration 50Q: 3 clusters Score -9629497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -9629501.000000 Penalty: 5516.562988
	Iteration 51Q: 3 clusters Score -9629501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -9629506.000000 Penalty: 5516.562988
	Iteration 52Q: 3 clusters Score -9629506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -9629512.000000 Penalty: 5516.562988
	Iteration 53Q: 3 clusters Score -9629512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -9629501.000000 Penalty: 5516.562988
	Iteration 54Q: 3 clusters Score -9629501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -9629503.000000 Penalty: 5516.562988
	Iteration 55Q: 3 clusters Score -9629503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -9629508.000000 Penalty: 5516.562988
	Iteration 56Q: 3 clusters Score -9629508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -9629507.000000 Penalty: 5516.562988
	Iteration 57Q: 3 clusters Score -9629507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -9629505.000000 Penalty: 5516.562988
	Iteration 58Q: 3 clusters Score -9629505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -9629508.000000 Penalty: 5516.562988
	Iteration 59Q: 3 clusters Score -9629508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -9629505.000000 Penalty: 5516.562988
	Iteration 60F: 3 clusters Score -9629505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -9629500.000000 Penalty: 5516.562988
	Iteration 61Q: 3 clusters Score -9629500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -9629503.000000 Penalty: 5516.562988
	Iteration 62Q: 3 clusters Score -9629503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -9629506.000000 Penalty: 5516.562988
	Iteration 63Q: 3 clusters Score -9629506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -9629507.000000 Penalty: 5516.562988
	Iteration 64Q: 3 clusters Score -9629507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -9629507.000000 Penalty: 5516.562988
	Iteration 65F: 3 clusters Score -9629507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -267174.406250 Penalty: 1875.802490
	Iteration 0F: 2 clusters Score -267174.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -264628.750000 Penalty: 3751.604980
	Iteration 0F: 3 clusters Score -264628.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -265197.781250 Penalty: 3751.604980
	Iteration 1F: 3 clusters Score -265197.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -265405.500000 Penalty: 3751.604980
	Iteration 2F: 3 clusters Score -265405.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -265558.843750 Penalty: 3751.604980
	Iteration 3F: 3 clusters Score -265558.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -265671.687500 Penalty: 3751.604980
	Iteration 4Q: 3 clusters Score -265671.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -265746.343750 Penalty: 3751.604980
	Iteration 5Q: 3 clusters Score -265746.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -265801.468750 Penalty: 3751.604980
	Iteration 6Q: 3 clusters Score -265801.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -265869.125000 Penalty: 3751.604980
	Iteration 7Q: 3 clusters Score -265869.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -265933.500000 Penalty: 3751.604980
	Iteration 8Q: 3 clusters Score -265933.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -265997.031250 Penalty: 3751.604980
	Iteration 9Q: 3 clusters Score -265997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -266041.125000 Penalty: 3751.604980
	Iteration 10Q: 3 clusters Score -266041.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -266070.500000 Penalty: 3751.604980
	Iteration 11Q: 3 clusters Score -266070.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -266087.062500 Penalty: 3751.604980
	Iteration 12Q: 3 clusters Score -266087.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -266113.937500 Penalty: 3751.604980
	Iteration 13Q: 3 clusters Score -266113.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -266141.156250 Penalty: 3751.604980
	Iteration 14Q: 3 clusters Score -266141.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -266158.937500 Penalty: 3751.604980
	Iteration 15Q: 3 clusters Score -266158.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -266175.156250 Penalty: 3751.604980
	Iteration 16Q: 3 clusters Score -266175.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -266185.281250 Penalty: 3751.604980
	Iteration 17Q: 3 clusters Score -266185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -266191.375000 Penalty: 3751.604980
	Iteration 18Q: 3 clusters Score -266191.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -266201.437500 Penalty: 3751.604980
	Iteration 19Q: 3 clusters Score -266201.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -266211.187500 Penalty: 3751.604980
	Iteration 20F: 3 clusters Score -266211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -266218.843750 Penalty: 3751.604980
	Iteration 21Q: 3 clusters Score -266218.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -266229.343750 Penalty: 3751.604980
	Iteration 22Q: 3 clusters Score -266229.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -266246.250000 Penalty: 3751.604980
	Iteration 23Q: 3 clusters Score -266246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -266253.875000 Penalty: 3751.604980
	Iteration 24Q: 3 clusters Score -266253.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -266253.875000 Penalty: 3751.604980
	Iteration 25F: 3 clusters Score -266253.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Entering Unmasked Estep 
Score: -1863448.750000 Penalty: 2349.249756
	Iteration 0F: 2 clusters Score -1863449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1853765.875000 Penalty: 4698.499512
	Iteration 0F: 3 clusters Score -1853766 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1856737.250000 Penalty: 4698.499512
	Iteration 1F: 3 clusters Score -1856737 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1857062.125000 Penalty: 4698.499512
	Iteration 2F: 3 clusters Score -1857062 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1857298.375000 Penalty: 4698.499512
	Iteration 3Q: 3 clusters Score -1857298 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1857485.250000 Penalty: 4698.499512
	Iteration 4Q: 3 clusters Score -1857485 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1857683.375000 Penalty: 4698.499512
	Iteration 5Q: 3 clusters Score -1857683 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1857887.625000 Penalty: 4698.499512
	Iteration 6Q: 3 clusters Score -1857888 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1858099.875000 Penalty: 4698.499512
	Iteration 7Q: 3 clusters Score -1858100 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1858334.500000 Penalty: 4698.499512
	Iteration 8Q: 3 clusters Score -1858334 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1858607.750000 Penalty: 4698.499512
	Iteration 9Q: 3 clusters Score -1858608 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1858944.875000 Penalty: 4698.499512
	Iteration 10Q: 3 clusters Score -1858945 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1859296.625000 Penalty: 4698.499512
	Iteration 11Q: 3 clusters Score -1859297 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1859648.875000 Penalty: 4698.499512
	Iteration 12Q: 3 clusters Score -1859649 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1860014.000000 Penalty: 4698.499512
	Iteration 13Q: 3 clusters Score -1860014 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1860333.125000 Penalty: 4698.499512
	Iteration 14Q: 3 clusters Score -1860333 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1860628.375000 Penalty: 4698.499512
	Iteration 15Q: 3 clusters Score -1860628 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1860877.250000 Penalty: 4698.499512
	Iteration 16Q: 3 clusters Score -1860877 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1861044.125000 Penalty: 4698.499512
	Iteration 17Q: 3 clusters Score -1861044 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1861153.125000 Penalty: 4698.499512
	Iteration 18Q: 3 clusters Score -1861153 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1861210.750000 Penalty: 4698.499512
	Iteration 19Q: 3 clusters Score -1861211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1861253.125000 Penalty: 4698.499512
	Iteration 20F: 3 clusters Score -1861253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1861283.625000 Penalty: 4698.499512
	Iteration 21Q: 3 clusters Score -1861284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1861316.750000 Penalty: 4698.499512
	Iteration 22Q: 3 clusters Score -1861317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1861348.375000 Penalty: 4698.499512
	Iteration 23Q: 3 clusters Score -1861348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1861369.250000 Penalty: 4698.499512
	Iteration 24Q: 3 clusters Score -1861369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1861378.625000 Penalty: 4698.499512
	Iteration 25Q: 3 clusters Score -1861379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1861383.250000 Penalty: 4698.499512
	Iteration 26Q: 3 clusters Score -1861383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1861385.125000 Penalty: 4698.499512
	Iteration 27Q: 3 clusters Score -1861385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1861386.250000 Penalty: 4698.499512
	Iteration 28Q: 3 clusters Score -1861386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1861386.250000 Penalty: 4698.499512
	Iteration 29F: 3 clusters Score -1861386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Entering Unmasked Estep 
Score: -4922668.000000 Penalty: 2601.829102
	Iteration 0F: 2 clusters Score -4922668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -4898164.500000 Penalty: 5203.658203
	Iteration 0F: 3 clusters Score -4898164 nChanged 16424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -4907478.500000 Penalty: 5203.658203
	Iteration 1F: 3 clusters Score -4907478 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -4908969.000000 Penalty: 5203.658203
	Iteration 2F: 3 clusters Score -4908969 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -4911168.000000 Penalty: 5203.658203
	Iteration 3F: 3 clusters Score -4911168 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -4913965.000000 Penalty: 5203.658203
	Iteration 4F: 3 clusters Score -4913965 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -4916772.000000 Penalty: 5203.658203
	Iteration 5F: 3 clusters Score -4916772 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -4918756.500000 Penalty: 5203.658203
	Iteration 6F: 3 clusters Score -4918756 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4919827.500000 Penalty: 5203.658203
	Iteration 7Q: 3 clusters Score -4919828 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4920375.000000 Penalty: 5203.658203
	Iteration 8Q: 3 clusters Score -4920375 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -4920735.000000 Penalty: 5203.658203
	Iteration 9Q: 3 clusters Score -4920735 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4921108.500000 Penalty: 5203.658203
	Iteration 10Q: 3 clusters Score -4921108 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4921496.500000 Penalty: 5203.658203
	Iteration 11Q: 3 clusters Score -4921496 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4921908.500000 Penalty: 5203.658203
	Iteration 12Q: 3 clusters Score -4921908 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4922124.000000 Penalty: 5203.658203
	Iteration 13Q: 3 clusters Score -4922124 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4922242.000000 Penalty: 5203.658203
	Iteration 14Q: 3 clusters Score -4922242 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4922311.500000 Penalty: 5203.658203
	Iteration 15Q: 3 clusters Score -4922312 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -4922368.500000 Penalty: 5203.658203
	Iteration 16Q: 3 clusters Score -4922368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -4922392.500000 Penalty: 5203.658203
	Iteration 17Q: 3 clusters Score -4922392 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -4922417.000000 Penalty: 5203.658203
	Iteration 18Q: 3 clusters Score -4922417 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4922426.500000 Penalty: 5203.658203
	Iteration 19Q: 3 clusters Score -4922426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4922444.000000 Penalty: 5203.658203
	Iteration 20F: 3 clusters Score -4922444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -4922453.000000 Penalty: 5203.658203
	Iteration 21Q: 3 clusters Score -4922453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -4922463.500000 Penalty: 5203.658203
	Iteration 22Q: 3 clusters Score -4922464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4922475.500000 Penalty: 5203.658203
	Iteration 23Q: 3 clusters Score -4922476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -4922476.500000 Penalty: 5203.658203
	Iteration 24Q: 3 clusters Score -4922476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -4922482.000000 Penalty: 5203.658203
	Iteration 25Q: 3 clusters Score -4922482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -4922490.500000 Penalty: 5203.658203
	Iteration 26Q: 3 clusters Score -4922490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4922492.000000 Penalty: 5203.658203
	Iteration 27Q: 3 clusters Score -4922492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4922492.500000 Penalty: 5203.658203
	Iteration 28Q: 3 clusters Score -4922492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4922491.500000 Penalty: 5203.658203
	Iteration 29Q: 3 clusters Score -4922492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -4922489.500000 Penalty: 5203.658203
	Iteration 30Q: 3 clusters Score -4922490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -4922506.000000 Penalty: 5203.658203
	Iteration 31Q: 3 clusters Score -4922506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4922503.000000 Penalty: 5203.658203
	Iteration 32Q: 3 clusters Score -4922503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4922507.500000 Penalty: 5203.658203
	Iteration 33Q: 3 clusters Score -4922508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -4922509.500000 Penalty: 5203.658203
	Iteration 34Q: 3 clusters Score -4922510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4922514.500000 Penalty: 5203.658203
	Iteration 35Q: 3 clusters Score -4922514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -4922511.000000 Penalty: 5203.658203
	Iteration 36Q: 3 clusters Score -4922511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4922511.000000 Penalty: 5203.658203
	Iteration 37Q: 3 clusters Score -4922511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4922512.500000 Penalty: 5203.658203
	Iteration 38Q: 3 clusters Score -4922512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -4922517.500000 Penalty: 5203.658203
	Iteration 39Q: 3 clusters Score -4922518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -4922518.500000 Penalty: 5203.658203
	Iteration 40F: 3 clusters Score -4922518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4922519.500000 Penalty: 5203.658203
	Iteration 41Q: 3 clusters Score -4922520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -4922517.000000 Penalty: 5203.658203
	Iteration 42Q: 3 clusters Score -4922517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4922516.000000 Penalty: 5203.658203
	Iteration 43Q: 3 clusters Score -4922516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -4922526.000000 Penalty: 5203.658203
	Iteration 44Q: 3 clusters Score -4922526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4922526.500000 Penalty: 5203.658203
	Iteration 45Q: 3 clusters Score -4922526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -4922538.000000 Penalty: 5203.658203
	Iteration 46Q: 3 clusters Score -4922538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -4922535.500000 Penalty: 5203.658203
	Iteration 47Q: 3 clusters Score -4922536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -4922542.500000 Penalty: 5203.658203
	Iteration 48Q: 3 clusters Score -4922542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4922539.500000 Penalty: 5203.658203
	Iteration 49Q: 3 clusters Score -4922540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4922539.500000 Penalty: 5203.658203
	Iteration 50F: 3 clusters Score -4922540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Entering Unmasked Estep 
Score: -543449.625000 Penalty: 2048.088867
	Iteration 0F: 2 clusters Score -543449.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -539680.250000 Penalty: 4096.177734
	Iteration 0F: 3 clusters Score -539680.2 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -540582.687500 Penalty: 4096.177734
	Iteration 1F: 3 clusters Score -540582.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -540744.500000 Penalty: 4096.177734
	Iteration 2F: 3 clusters Score -540744.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -540839.125000 Penalty: 4096.177734
	Iteration 3Q: 3 clusters Score -540839.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -540905.375000 Penalty: 4096.177734
	Iteration 4Q: 3 clusters Score -540905.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -540952.437500 Penalty: 4096.177734
	Iteration 5Q: 3 clusters Score -540952.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -540998.500000 Penalty: 4096.177734
	Iteration 6Q: 3 clusters Score -540998.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -541036.375000 Penalty: 4096.177734
	Iteration 7Q: 3 clusters Score -541036.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -541068.625000 Penalty: 4096.177734
	Iteration 8Q: 3 clusters Score -541068.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -541109.625000 Penalty: 4096.177734
	Iteration 9Q: 3 clusters Score -541109.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -541156.687500 Penalty: 4096.177734
	Iteration 10Q: 3 clusters Score -541156.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -541206.312500 Penalty: 4096.177734
	Iteration 11Q: 3 clusters Score -541206.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -541239.250000 Penalty: 4096.177734
	Iteration 12Q: 3 clusters Score -541239.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -541274.125000 Penalty: 4096.177734
	Iteration 13Q: 3 clusters Score -541274.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -541312.187500 Penalty: 4096.177734
	Iteration 14Q: 3 clusters Score -541312.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -541351.875000 Penalty: 4096.177734
	Iteration 15Q: 3 clusters Score -541351.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -541389.687500 Penalty: 4096.177734
	Iteration 16Q: 3 clusters Score -541389.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -541427.187500 Penalty: 4096.177734
	Iteration 17Q: 3 clusters Score -541427.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -541463.625000 Penalty: 4096.177734
	Iteration 18Q: 3 clusters Score -541463.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -541484.750000 Penalty: 4096.177734
	Iteration 19Q: 3 clusters Score -541484.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -541507.312500 Penalty: 4096.177734
	Iteration 20F: 3 clusters Score -541507.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -541529.625000 Penalty: 4096.177734
	Iteration 21Q: 3 clusters Score -541529.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -541547.750000 Penalty: 4096.177734
	Iteration 22Q: 3 clusters Score -541547.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -541567.937500 Penalty: 4096.177734
	Iteration 23Q: 3 clusters Score -541567.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -541589.625000 Penalty: 4096.177734
	Iteration 24Q: 3 clusters Score -541589.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -541607.875000 Penalty: 4096.177734
	Iteration 25Q: 3 clusters Score -541607.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -541619.125000 Penalty: 4096.177734
	Iteration 26Q: 3 clusters Score -541619.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -541631.500000 Penalty: 4096.177734
	Iteration 27Q: 3 clusters Score -541631.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -541646.187500 Penalty: 4096.177734
	Iteration 28Q: 3 clusters Score -541646.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -541661.937500 Penalty: 4096.177734
	Iteration 29Q: 3 clusters Score -541661.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -541676.312500 Penalty: 4096.177734
	Iteration 30Q: 3 clusters Score -541676.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -541688.000000 Penalty: 4096.177734
	Iteration 31Q: 3 clusters Score -541688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -541704.625000 Penalty: 4096.177734
	Iteration 32Q: 3 clusters Score -541704.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -541717.312500 Penalty: 4096.177734
	Iteration 33Q: 3 clusters Score -541717.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -541724.625000 Penalty: 4096.177734
	Iteration 34Q: 3 clusters Score -541724.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -541731.437500 Penalty: 4096.177734
	Iteration 35Q: 3 clusters Score -541731.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -541741.500000 Penalty: 4096.177734
	Iteration 36Q: 3 clusters Score -541741.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -541748.125000 Penalty: 4096.177734
	Iteration 37Q: 3 clusters Score -541748.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -541754.000000 Penalty: 4096.177734
	Iteration 38Q: 3 clusters Score -541754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -541763.687500 Penalty: 4096.177734
	Iteration 39Q: 3 clusters Score -541763.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -541769.500000 Penalty: 4096.177734
	Iteration 40F: 3 clusters Score -541769.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -541778.062500 Penalty: 4096.177734
	Iteration 41Q: 3 clusters Score -541778.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -541781.937500 Penalty: 4096.177734
	Iteration 42Q: 3 clusters Score -541781.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -541786.687500 Penalty: 4096.177734
	Iteration 43Q: 3 clusters Score -541786.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -541788.375000 Penalty: 4096.177734
	Iteration 44Q: 3 clusters Score -541788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -541788.937500 Penalty: 4096.177734
	Iteration 45Q: 3 clusters Score -541788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -541789.625000 Penalty: 4096.177734
	Iteration 46Q: 3 clusters Score -541789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -541790.500000 Penalty: 4096.177734
	Iteration 47Q: 3 clusters Score -541790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -541790.687500 Penalty: 4096.177734
	Iteration 48Q: 3 clusters Score -541790.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -541790.687500 Penalty: 4096.177734
	Iteration 49F: 3 clusters Score -541790.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (167004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167004 members 
Entering Unmasked Estep 
Score: -23395306.000000 Penalty: 2982.391602
	Iteration 0F: 2 clusters Score -2.339531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83371 members 
Mstep: Class 2 contains 83633 members 
Entering Unmasked Estep 
Score: -23290602.000000 Penalty: 5964.783203
	Iteration 0F: 3 clusters Score -2.32906e+07 nChanged 80009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -23337230.000000 Penalty: 5964.783203
	Iteration 1F: 3 clusters Score -2.333723e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84821 members 
Mstep: Class 2 contains 82183 members 
Entering Unmasked Estep 
Score: -23338356.000000 Penalty: 5964.783203
	Iteration 2Q: 3 clusters Score -2.333836e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -23339342.000000 Penalty: 5964.783203
	Iteration 3Q: 3 clusters Score -2.333934e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -23340578.000000 Penalty: 5964.783203
	Iteration 4Q: 3 clusters Score -2.334058e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -23342196.000000 Penalty: 5964.783203
	Iteration 5Q: 3 clusters Score -2.33422e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -23343842.000000 Penalty: 5964.783203
	Iteration 6Q: 3 clusters Score -2.334384e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92219 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -23345878.000000 Penalty: 5964.783203
	Iteration 7Q: 3 clusters Score -2.334588e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95570 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -23348472.000000 Penalty: 5964.783203
	Iteration 8Q: 3 clusters Score -2.334847e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99808 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -23352246.000000 Penalty: 5964.783203
	Iteration 9Q: 3 clusters Score -2.335225e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104644 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -23357306.000000 Penalty: 5964.783203
	Iteration 10Q: 3 clusters Score -2.335731e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -23363432.000000 Penalty: 5964.783203
	Iteration 11F: 3 clusters Score -2.336343e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114214 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -23369080.000000 Penalty: 5964.783203
	Iteration 12Q: 3 clusters Score -2.336908e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117817 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -23372702.000000 Penalty: 5964.783203
	Iteration 13Q: 3 clusters Score -2.33727e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120920 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -23374730.000000 Penalty: 5964.783203
	Iteration 14Q: 3 clusters Score -2.337473e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124025 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -23376026.000000 Penalty: 5964.783203
	Iteration 15Q: 3 clusters Score -2.337603e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127247 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -23377354.000000 Penalty: 5964.783203
	Iteration 16Q: 3 clusters Score -2.337735e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130647 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -23378464.000000 Penalty: 5964.783203
	Iteration 17Q: 3 clusters Score -2.337846e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134008 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -23379910.000000 Penalty: 5964.783203
	Iteration 18Q: 3 clusters Score -2.337991e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137504 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -23381354.000000 Penalty: 5964.783203
	Iteration 19Q: 3 clusters Score -2.338135e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140986 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -23382826.000000 Penalty: 5964.783203
	Iteration 20F: 3 clusters Score -2.338283e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144403 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -23384618.000000 Penalty: 5964.783203
	Iteration 21Q: 3 clusters Score -2.338462e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147815 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -23386166.000000 Penalty: 5964.783203
	Iteration 22Q: 3 clusters Score -2.338617e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151074 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -23387460.000000 Penalty: 5964.783203
	Iteration 23Q: 3 clusters Score -2.338746e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154221 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -23388644.000000 Penalty: 5964.783203
	Iteration 24Q: 3 clusters Score -2.338864e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157207 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -23389482.000000 Penalty: 5964.783203
	Iteration 25Q: 3 clusters Score -2.338948e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -23390208.000000 Penalty: 5964.783203
	Iteration 26Q: 3 clusters Score -2.339021e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162129 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -23391078.000000 Penalty: 5964.783203
	Iteration 27Q: 3 clusters Score -2.339108e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164004 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -23391724.000000 Penalty: 5964.783203
	Iteration 28Q: 3 clusters Score -2.339172e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -23392068.000000 Penalty: 5964.783203
	Iteration 29Q: 3 clusters Score -2.339207e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165982 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -23392448.000000 Penalty: 5964.783203
	Iteration 30Q: 3 clusters Score -2.339245e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166330 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -23392606.000000 Penalty: 5964.783203
	Iteration 31Q: 3 clusters Score -2.339261e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166484 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -23392652.000000 Penalty: 5964.783203
	Iteration 32Q: 3 clusters Score -2.339265e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166569 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23392710.000000 Penalty: 5964.783203
	Iteration 33Q: 3 clusters Score -2.339271e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166609 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -23392720.000000 Penalty: 5964.783203
	Iteration 34Q: 3 clusters Score -2.339272e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166637 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23392736.000000 Penalty: 5964.783203
	Iteration 35Q: 3 clusters Score -2.339274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166649 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23392756.000000 Penalty: 5964.783203
	Iteration 36Q: 3 clusters Score -2.339276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166661 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23392754.000000 Penalty: 5964.783203
	Iteration 37Q: 3 clusters Score -2.339275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166669 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23392762.000000 Penalty: 5964.783203
	Iteration 38Q: 3 clusters Score -2.339276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166672 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -23392762.000000 Penalty: 5964.783203
	Iteration 39Q: 3 clusters Score -2.339276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166677 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23392760.000000 Penalty: 5964.783203
	Iteration 40F: 3 clusters Score -2.339276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -65312.394531 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -65312.39 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 247 members 
Entering Unmasked Estep 
Score: -63885.558594 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -63885.56 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64480.316406 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -64480.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64907.695312 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -64907.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -65459.515625 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -65459.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65958.359375 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -65958.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66281.335938 Penalty: 3129.719482
	Iteration 5F: 3 clusters Score -66281.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66361.765625 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -66361.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66444.390625 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -66444.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66507.218750 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -66507.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66571.507812 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -66571.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66597.984375 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -66597.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66597.984375 Penalty: 3129.719482
	Iteration 11F: 3 clusters Score -66597.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39464 members 
Mstep: Class 3 contains 145509 members 
Mstep: Class 4 contains 59073 members 
Mstep: Class 5 contains 41754 members 
Mstep: Class 6 contains 121388 members 
Mstep: Class 7 contains 100506 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153989 members 
Mstep: Class 11 contains 17445 members 
Mstep: Class 12 contains 67650 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 13001 members 
Mstep: Class 15 contains 35999 members 
Mstep: Class 16 contains 3860 members 
Mstep: Class 17 contains 167004 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 39329 members 
Mstep: Class 20 contains 41949 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 387 members 
Entering Unmasked Estep 
Score: -147035152.000000 Penalty: 75686.148438
Splitting cluster 18 changes total score from -147035728.000000 to -147035152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (39329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Entering Unmasked Estep 
Score: -5619904.000000 Penalty: 2623.770020
	Iteration 0F: 2 clusters Score -5619904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -5593114.500000 Penalty: 5247.540039
	Iteration 0F: 3 clusters Score -5593114 nChanged 18074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5603291.500000 Penalty: 5247.540039
	Iteration 1F: 3 clusters Score -5603292 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -5603931.500000 Penalty: 5247.540039
	Iteration 2Q: 3 clusters Score -5603932 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -5604705.500000 Penalty: 5247.540039
	Iteration 3Q: 3 clusters Score -5604706 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -5605740.000000 Penalty: 5247.540039
	Iteration 4F: 3 clusters Score -5605740 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -5607171.500000 Penalty: 5247.540039
	Iteration 5F: 3 clusters Score -5607172 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -5609168.000000 Penalty: 5247.540039
	Iteration 6F: 3 clusters Score -5609168 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -5611356.500000 Penalty: 5247.540039
	Iteration 7F: 3 clusters Score -5611356 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -5613275.000000 Penalty: 5247.540039
	Iteration 8F: 3 clusters Score -5613275 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -5614688.000000 Penalty: 5247.540039
	Iteration 9Q: 3 clusters Score -5614688 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -5615491.000000 Penalty: 5247.540039
	Iteration 10Q: 3 clusters Score -5615491 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -5615960.500000 Penalty: 5247.540039
	Iteration 11Q: 3 clusters Score -5615960 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -5616318.500000 Penalty: 5247.540039
	Iteration 12Q: 3 clusters Score -5616318 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -5616607.000000 Penalty: 5247.540039
	Iteration 13Q: 3 clusters Score -5616607 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -5616786.000000 Penalty: 5247.540039
	Iteration 14Q: 3 clusters Score -5616786 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -5616980.000000 Penalty: 5247.540039
	Iteration 15Q: 3 clusters Score -5616980 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -5617098.500000 Penalty: 5247.540039
	Iteration 16Q: 3 clusters Score -5617098 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -5617178.000000 Penalty: 5247.540039
	Iteration 17Q: 3 clusters Score -5617178 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -5617239.000000 Penalty: 5247.540039
	Iteration 18Q: 3 clusters Score -5617239 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -5617323.500000 Penalty: 5247.540039
	Iteration 19Q: 3 clusters Score -5617324 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -5617384.000000 Penalty: 5247.540039
	Iteration 20F: 3 clusters Score -5617384 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -5617425.500000 Penalty: 5247.540039
	Iteration 21Q: 3 clusters Score -5617426 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -5617463.000000 Penalty: 5247.540039
	Iteration 22Q: 3 clusters Score -5617463 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -5617490.000000 Penalty: 5247.540039
	Iteration 23Q: 3 clusters Score -5617490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -5617515.500000 Penalty: 5247.540039
	Iteration 24Q: 3 clusters Score -5617516 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -5617552.500000 Penalty: 5247.540039
	Iteration 25Q: 3 clusters Score -5617552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -5617582.500000 Penalty: 5247.540039
	Iteration 26Q: 3 clusters Score -5617582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -5617610.500000 Penalty: 5247.540039
	Iteration 27Q: 3 clusters Score -5617610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -5617642.000000 Penalty: 5247.540039
	Iteration 28Q: 3 clusters Score -5617642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -5617666.500000 Penalty: 5247.540039
	Iteration 29Q: 3 clusters Score -5617666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -5617671.500000 Penalty: 5247.540039
	Iteration 30Q: 3 clusters Score -5617672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -5617675.500000 Penalty: 5247.540039
	Iteration 31Q: 3 clusters Score -5617676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -5617690.000000 Penalty: 5247.540039
	Iteration 32Q: 3 clusters Score -5617690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -5617686.500000 Penalty: 5247.540039
	Iteration 33Q: 3 clusters Score -5617686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -5617699.000000 Penalty: 5247.540039
	Iteration 34Q: 3 clusters Score -5617699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -5617699.500000 Penalty: 5247.540039
	Iteration 35Q: 3 clusters Score -5617700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -5617701.000000 Penalty: 5247.540039
	Iteration 36Q: 3 clusters Score -5617701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -5617711.000000 Penalty: 5247.540039
	Iteration 37Q: 3 clusters Score -5617711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -5617715.000000 Penalty: 5247.540039
	Iteration 38Q: 3 clusters Score -5617715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -5617718.500000 Penalty: 5247.540039
	Iteration 39Q: 3 clusters Score -5617718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -5617721.000000 Penalty: 5247.540039
	Iteration 40F: 3 clusters Score -5617721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -5617718.500000 Penalty: 5247.540039
	Iteration 41Q: 3 clusters Score -5617718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -5617720.500000 Penalty: 5247.540039
	Iteration 42Q: 3 clusters Score -5617720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -5617727.000000 Penalty: 5247.540039
	Iteration 43Q: 3 clusters Score -5617727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -5617724.000000 Penalty: 5247.540039
	Iteration 44Q: 3 clusters Score -5617724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -5617726.000000 Penalty: 5247.540039
	Iteration 45Q: 3 clusters Score -5617726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -5617729.500000 Penalty: 5247.540039
	Iteration 46Q: 3 clusters Score -5617730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -5617729.500000 Penalty: 5247.540039
	Iteration 47Q: 3 clusters Score -5617730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -5617728.500000 Penalty: 5247.540039
	Iteration 48Q: 3 clusters Score -5617728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -5617728.500000 Penalty: 5247.540039
	Iteration 49F: 3 clusters Score -5617728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Entering Unmasked Estep 
Score: -5994514.000000 Penalty: 2639.764160
	Iteration 0F: 2 clusters Score -5994514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -5966284.500000 Penalty: 5279.528320
	Iteration 0F: 3 clusters Score -5966284 nChanged 19190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -5976803.000000 Penalty: 5279.528320
	Iteration 1F: 3 clusters Score -5976803 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -5977339.000000 Penalty: 5279.528320
	Iteration 2Q: 3 clusters Score -5977339 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -5977791.500000 Penalty: 5279.528320
	Iteration 3Q: 3 clusters Score -5977792 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -5978293.000000 Penalty: 5279.528320
	Iteration 4Q: 3 clusters Score -5978293 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -5978783.000000 Penalty: 5279.528320
	Iteration 5Q: 3 clusters Score -5978783 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5979452.500000 Penalty: 5279.528320
	Iteration 6Q: 3 clusters Score -5979452 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -5980405.000000 Penalty: 5279.528320
	Iteration 7Q: 3 clusters Score -5980405 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -5981669.000000 Penalty: 5279.528320
	Iteration 8F: 3 clusters Score -5981669 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -5983363.500000 Penalty: 5279.528320
	Iteration 9F: 3 clusters Score -5983364 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -5985113.000000 Penalty: 5279.528320
	Iteration 10F: 3 clusters Score -5985113 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -5986491.500000 Penalty: 5279.528320
	Iteration 11Q: 3 clusters Score -5986492 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -5987369.500000 Penalty: 5279.528320
	Iteration 12Q: 3 clusters Score -5987370 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -5987887.500000 Penalty: 5279.528320
	Iteration 13Q: 3 clusters Score -5987888 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -5988179.500000 Penalty: 5279.528320
	Iteration 14Q: 3 clusters Score -5988180 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -5988421.000000 Penalty: 5279.528320
	Iteration 15Q: 3 clusters Score -5988421 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -5988671.500000 Penalty: 5279.528320
	Iteration 16Q: 3 clusters Score -5988672 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -5988938.500000 Penalty: 5279.528320
	Iteration 17Q: 3 clusters Score -5988938 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -5989199.000000 Penalty: 5279.528320
	Iteration 18Q: 3 clusters Score -5989199 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -5989488.500000 Penalty: 5279.528320
	Iteration 19Q: 3 clusters Score -5989488 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -5989722.500000 Penalty: 5279.528320
	Iteration 20F: 3 clusters Score -5989722 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -5989984.000000 Penalty: 5279.528320
	Iteration 21Q: 3 clusters Score -5989984 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -5990252.000000 Penalty: 5279.528320
	Iteration 22Q: 3 clusters Score -5990252 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -5990419.500000 Penalty: 5279.528320
	Iteration 23Q: 3 clusters Score -5990420 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -5990599.500000 Penalty: 5279.528320
	Iteration 24Q: 3 clusters Score -5990600 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -5990752.000000 Penalty: 5279.528320
	Iteration 25Q: 3 clusters Score -5990752 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -5990904.000000 Penalty: 5279.528320
	Iteration 26Q: 3 clusters Score -5990904 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -5991054.500000 Penalty: 5279.528320
	Iteration 27Q: 3 clusters Score -5991054 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -5991212.500000 Penalty: 5279.528320
	Iteration 28Q: 3 clusters Score -5991212 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -5991326.500000 Penalty: 5279.528320
	Iteration 29Q: 3 clusters Score -5991326 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -5991471.500000 Penalty: 5279.528320
	Iteration 30Q: 3 clusters Score -5991472 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -5991582.500000 Penalty: 5279.528320
	Iteration 31Q: 3 clusters Score -5991582 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -5991648.000000 Penalty: 5279.528320
	Iteration 32Q: 3 clusters Score -5991648 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -5991705.500000 Penalty: 5279.528320
	Iteration 33Q: 3 clusters Score -5991706 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -5991735.500000 Penalty: 5279.528320
	Iteration 34Q: 3 clusters Score -5991736 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5991768.500000 Penalty: 5279.528320
	Iteration 35Q: 3 clusters Score -5991768 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -5991810.000000 Penalty: 5279.528320
	Iteration 36Q: 3 clusters Score -5991810 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5991848.000000 Penalty: 5279.528320
	Iteration 37Q: 3 clusters Score -5991848 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -5991900.500000 Penalty: 5279.528320
	Iteration 38Q: 3 clusters Score -5991900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -5991931.000000 Penalty: 5279.528320
	Iteration 39Q: 3 clusters Score -5991931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -5991954.500000 Penalty: 5279.528320
	Iteration 40F: 3 clusters Score -5991954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -5991973.500000 Penalty: 5279.528320
	Iteration 41Q: 3 clusters Score -5991974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -5992011.000000 Penalty: 5279.528320
	Iteration 42Q: 3 clusters Score -5992011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -5992020.500000 Penalty: 5279.528320
	Iteration 43Q: 3 clusters Score -5992020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5992051.500000 Penalty: 5279.528320
	Iteration 44Q: 3 clusters Score -5992052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -5992072.500000 Penalty: 5279.528320
	Iteration 45Q: 3 clusters Score -5992072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -5992072.000000 Penalty: 5279.528320
	Iteration 46Q: 3 clusters Score -5992072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -5992100.000000 Penalty: 5279.528320
	Iteration 47Q: 3 clusters Score -5992100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5992109.500000 Penalty: 5279.528320
	Iteration 48Q: 3 clusters Score -5992110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -5992126.500000 Penalty: 5279.528320
	Iteration 49Q: 3 clusters Score -5992126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5992139.000000 Penalty: 5279.528320
	Iteration 50Q: 3 clusters Score -5992139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5992152.000000 Penalty: 5279.528320
	Iteration 51Q: 3 clusters Score -5992152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -5992147.500000 Penalty: 5279.528320
	Iteration 52Q: 3 clusters Score -5992148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5992154.500000 Penalty: 5279.528320
	Iteration 53Q: 3 clusters Score -5992154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -5992162.500000 Penalty: 5279.528320
	Iteration 54Q: 3 clusters Score -5992162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -5992167.500000 Penalty: 5279.528320
	Iteration 55Q: 3 clusters Score -5992168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5992174.500000 Penalty: 5279.528320
	Iteration 56Q: 3 clusters Score -5992174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -5992172.500000 Penalty: 5279.528320
	Iteration 57Q: 3 clusters Score -5992172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -5992169.500000 Penalty: 5279.528320
	Iteration 58Q: 3 clusters Score -5992170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -5992183.500000 Penalty: 5279.528320
	Iteration 59Q: 3 clusters Score -5992184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -5992186.500000 Penalty: 5279.528320
	Iteration 60F: 3 clusters Score -5992186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -5992186.500000 Penalty: 5279.528320
	Iteration 61Q: 3 clusters Score -5992186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -5992199.500000 Penalty: 5279.528320
	Iteration 62Q: 3 clusters Score -5992200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -5992202.000000 Penalty: 5279.528320
	Iteration 63Q: 3 clusters Score -5992202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -5992203.000000 Penalty: 5279.528320
	Iteration 64Q: 3 clusters Score -5992203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -5992205.000000 Penalty: 5279.528320
	Iteration 65Q: 3 clusters Score -5992205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -5992206.000000 Penalty: 5279.528320
	Iteration 66Q: 3 clusters Score -5992206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -5992209.000000 Penalty: 5279.528320
	Iteration 67Q: 3 clusters Score -5992209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -5992205.500000 Penalty: 5279.528320
	Iteration 68Q: 3 clusters Score -5992206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -5992210.000000 Penalty: 5279.528320
	Iteration 69Q: 3 clusters Score -5992210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -5992208.500000 Penalty: 5279.528320
	Iteration 70Q: 3 clusters Score -5992208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -5992207.000000 Penalty: 5279.528320
	Iteration 71Q: 3 clusters Score -5992207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -5992210.500000 Penalty: 5279.528320
	Iteration 72Q: 3 clusters Score -5992210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -5992212.500000 Penalty: 5279.528320
	Iteration 73Q: 3 clusters Score -5992212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -5992215.000000 Penalty: 5279.528320
	Iteration 74Q: 3 clusters Score -5992215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -5992219.000000 Penalty: 5279.528320
	Iteration 75Q: 3 clusters Score -5992219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -5992214.500000 Penalty: 5279.528320
	Iteration 76Q: 3 clusters Score -5992214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -5992217.000000 Penalty: 5279.528320
	Iteration 77Q: 3 clusters Score -5992217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5992231.000000 Penalty: 5279.528320
	Iteration 78Q: 3 clusters Score -5992231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5992231.000000 Penalty: 5279.528320
	Iteration 79F: 3 clusters Score -5992231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -193664.656250 Penalty: 1795.325317
	Iteration 0F: 2 clusters Score -193664.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -191430.375000 Penalty: 3590.650635
	Iteration 0F: 3 clusters Score -191430.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -191840.234375 Penalty: 3590.650635
	Iteration 1F: 3 clusters Score -191840.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -192038.531250 Penalty: 3590.650635
	Iteration 2F: 3 clusters Score -192038.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -192292.031250 Penalty: 3590.650635
	Iteration 3F: 3 clusters Score -192292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -192490.484375 Penalty: 3590.650635
	Iteration 4F: 3 clusters Score -192490.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -192617.546875 Penalty: 3590.650635
	Iteration 5F: 3 clusters Score -192617.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -192713.203125 Penalty: 3590.650635
	Iteration 6Q: 3 clusters Score -192713.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -192768.171875 Penalty: 3590.650635
	Iteration 7Q: 3 clusters Score -192768.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -192813.421875 Penalty: 3590.650635
	Iteration 8Q: 3 clusters Score -192813.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -192847.671875 Penalty: 3590.650635
	Iteration 9Q: 3 clusters Score -192847.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -192880.218750 Penalty: 3590.650635
	Iteration 10Q: 3 clusters Score -192880.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -192906.062500 Penalty: 3590.650635
	Iteration 11Q: 3 clusters Score -192906.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -192918.156250 Penalty: 3590.650635
	Iteration 12Q: 3 clusters Score -192918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -192923.593750 Penalty: 3590.650635
	Iteration 13Q: 3 clusters Score -192923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -192925.515625 Penalty: 3590.650635
	Iteration 14Q: 3 clusters Score -192925.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -192933.875000 Penalty: 3590.650635
	Iteration 15Q: 3 clusters Score -192933.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -192939.984375 Penalty: 3590.650635
	Iteration 16Q: 3 clusters Score -192940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -192944.093750 Penalty: 3590.650635
	Iteration 17Q: 3 clusters Score -192944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -192944.718750 Penalty: 3590.650635
	Iteration 18Q: 3 clusters Score -192944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -192944.718750 Penalty: 3590.650635
	Iteration 19F: 3 clusters Score -192944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39464 members 
Mstep: Class 3 contains 145509 members 
Mstep: Class 4 contains 59073 members 
Mstep: Class 5 contains 41754 members 
Mstep: Class 6 contains 121388 members 
Mstep: Class 7 contains 100506 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153989 members 
Mstep: Class 11 contains 17445 members 
Mstep: Class 12 contains 67650 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 13001 members 
Mstep: Class 15 contains 35999 members 
Mstep: Class 16 contains 3860 members 
Mstep: Class 17 contains 167004 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39329 members 
Mstep: Class 20 contains 41949 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035776.000000 Penalty: 72245.875000
Iteration 119Q: 22 clusters Score -1.470358e+08 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39271 members 
Mstep: Class 3 contains 145177 members 
Mstep: Class 4 contains 59052 members 
Mstep: Class 5 contains 42100 members 
Mstep: Class 6 contains 121112 members 
Mstep: Class 7 contains 100460 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154071 members 
Mstep: Class 11 contains 17477 members 
Mstep: Class 12 contains 68029 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 12890 members 
Mstep: Class 15 contains 35989 members 
Mstep: Class 16 contains 3858 members 
Mstep: Class 17 contains 167181 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39286 members 
Mstep: Class 20 contains 41958 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035808.000000 Penalty: 72245.875000
Iteration 120F: 22 clusters Score -1.470358e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 144774 members 
Mstep: Class 4 contains 59022 members 
Mstep: Class 5 contains 42431 members 
Mstep: Class 6 contains 120880 members 
Mstep: Class 7 contains 100452 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154117 members 
Mstep: Class 11 contains 17539 members 
Mstep: Class 12 contains 68438 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 12775 members 
Mstep: Class 15 contains 35985 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 167343 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 39230 members 
Mstep: Class 20 contains 41965 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035728.000000 Penalty: 72245.875000
Iteration 121Q: 22 clusters Score -1.470357e+08 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 38920 members 
Mstep: Class 3 contains 144408 members 
Mstep: Class 4 contains 59010 members 
Mstep: Class 5 contains 42746 members 
Mstep: Class 6 contains 120693 members 
Mstep: Class 7 contains 100454 members 
Mstep: Class 8 contains 3246 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154152 members 
Mstep: Class 11 contains 17594 members 
Mstep: Class 12 contains 68839 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 12625 members 
Mstep: Class 15 contains 35982 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 167481 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39180 members 
Mstep: Class 20 contains 41965 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035760.000000 Penalty: 72245.875000
Iteration 122Q: 22 clusters Score -1.470358e+08 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 144038 members 
Mstep: Class 4 contains 59003 members 
Mstep: Class 5 contains 43082 members 
Mstep: Class 6 contains 120513 members 
Mstep: Class 7 contains 100467 members 
Mstep: Class 8 contains 3257 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154201 members 
Mstep: Class 11 contains 17644 members 
Mstep: Class 12 contains 69206 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 12480 members 
Mstep: Class 15 contains 35982 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 167562 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39132 members 
Mstep: Class 20 contains 41970 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035840.000000 Penalty: 72245.875000
Iteration 123Q: 22 clusters Score -1.470358e+08 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 38585 members 
Mstep: Class 3 contains 143643 members 
Mstep: Class 4 contains 58993 members 
Mstep: Class 5 contains 43408 members 
Mstep: Class 6 contains 120358 members 
Mstep: Class 7 contains 100482 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154235 members 
Mstep: Class 11 contains 17681 members 
Mstep: Class 12 contains 69538 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 12362 members 
Mstep: Class 15 contains 35993 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 167683 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39089 members 
Mstep: Class 20 contains 41976 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035968.000000 Penalty: 72245.875000
Iteration 124Q: 22 clusters Score -1.47036e+08 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 38437 members 
Mstep: Class 3 contains 143242 members 
Mstep: Class 4 contains 58976 members 
Mstep: Class 5 contains 43773 members 
Mstep: Class 6 contains 120221 members 
Mstep: Class 7 contains 100469 members 
Mstep: Class 8 contains 3267 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154278 members 
Mstep: Class 11 contains 17722 members 
Mstep: Class 12 contains 69868 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 12222 members 
Mstep: Class 15 contains 35999 members 
Mstep: Class 16 contains 3858 members 
Mstep: Class 17 contains 167762 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39076 members 
Mstep: Class 20 contains 41972 members 
Mstep: Class 21 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035792.000000 Penalty: 72245.875000
Iteration 125Q: 22 clusters Score -1.470358e+08 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 38278 members 
Mstep: Class 3 contains 142809 members 
Mstep: Class 4 contains 58961 members 
Mstep: Class 5 contains 44168 members 
Mstep: Class 6 contains 120101 members 
Mstep: Class 7 contains 100473 members 
Mstep: Class 8 contains 3269 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154279 members 
Mstep: Class 11 contains 17783 members 
Mstep: Class 12 contains 70175 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 12104 members 
Mstep: Class 15 contains 36001 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 167858 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 39039 members 
Mstep: Class 20 contains 41977 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036160.000000 Penalty: 72245.875000
Iteration 126Q: 22 clusters Score -1.470362e+08 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 38110 members 
Mstep: Class 3 contains 142263 members 
Mstep: Class 4 contains 58934 members 
Mstep: Class 5 contains 44595 members 
Mstep: Class 6 contains 120021 members 
Mstep: Class 7 contains 100530 members 
Mstep: Class 8 contains 3271 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154284 members 
Mstep: Class 11 contains 17875 members 
Mstep: Class 12 contains 70485 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 36001 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 167940 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38986 members 
Mstep: Class 20 contains 41999 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036080.000000 Penalty: 72245.875000
Iteration 127Q: 22 clusters Score -1.470361e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 37945 members 
Mstep: Class 3 contains 141717 members 
Mstep: Class 4 contains 58916 members 
Mstep: Class 5 contains 44982 members 
Mstep: Class 6 contains 119986 members 
Mstep: Class 7 contains 100575 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154287 members 
Mstep: Class 11 contains 17955 members 
Mstep: Class 12 contains 70770 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 11856 members 
Mstep: Class 15 contains 36005 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 17 contains 168068 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38926 members 
Mstep: Class 20 contains 42002 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035808.000000 Penalty: 72245.875000
Iteration 128Q: 22 clusters Score -1.470358e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 37800 members 
Mstep: Class 3 contains 141132 members 
Mstep: Class 4 contains 58892 members 
Mstep: Class 5 contains 45426 members 
Mstep: Class 6 contains 119931 members 
Mstep: Class 7 contains 100625 members 
Mstep: Class 8 contains 3283 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154259 members 
Mstep: Class 11 contains 18035 members 
Mstep: Class 12 contains 71090 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 11709 members 
Mstep: Class 15 contains 36006 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 168179 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 42000 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036000.000000 Penalty: 72245.875000
Iteration 129Q: 22 clusters Score -1.47036e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 37659 members 
Mstep: Class 3 contains 140551 members 
Mstep: Class 4 contains 58875 members 
Mstep: Class 5 contains 45934 members 
Mstep: Class 6 contains 119863 members 
Mstep: Class 7 contains 100669 members 
Mstep: Class 8 contains 3288 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154226 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 71409 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 11560 members 
Mstep: Class 15 contains 36011 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 168266 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38843 members 
Mstep: Class 20 contains 42004 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036432.000000 Penalty: 72245.875000
Iteration 130Q: 22 clusters Score -1.470364e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 37502 members 
Mstep: Class 3 contains 139907 members 
Mstep: Class 4 contains 58841 members 
Mstep: Class 5 contains 46467 members 
Mstep: Class 6 contains 119831 members 
Mstep: Class 7 contains 100715 members 
Mstep: Class 8 contains 3299 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154235 members 
Mstep: Class 11 contains 18181 members 
Mstep: Class 12 contains 71703 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 11413 members 
Mstep: Class 15 contains 36003 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 17 contains 168365 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38789 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036496.000000 Penalty: 72245.875000
Iteration 131Q: 22 clusters Score -1.470365e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 37330 members 
Mstep: Class 3 contains 139294 members 
Mstep: Class 4 contains 58830 members 
Mstep: Class 5 contains 46993 members 
Mstep: Class 6 contains 119793 members 
Mstep: Class 7 contains 100774 members 
Mstep: Class 8 contains 3306 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154227 members 
Mstep: Class 11 contains 18270 members 
Mstep: Class 12 contains 71990 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 35998 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 168405 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38742 members 
Mstep: Class 20 contains 42022 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036512.000000 Penalty: 72245.875000
Iteration 132Q: 22 clusters Score -1.470365e+08 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 37178 members 
Mstep: Class 3 contains 138592 members 
Mstep: Class 4 contains 58803 members 
Mstep: Class 5 contains 47591 members 
Mstep: Class 6 contains 119784 members 
Mstep: Class 7 contains 100803 members 
Mstep: Class 8 contains 3313 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154190 members 
Mstep: Class 11 contains 18370 members 
Mstep: Class 12 contains 72314 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 11152 members 
Mstep: Class 15 contains 35999 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 168455 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38697 members 
Mstep: Class 20 contains 42023 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036416.000000 Penalty: 72245.875000
Iteration 133Q: 22 clusters Score -1.470364e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 37019 members 
Mstep: Class 3 contains 137871 members 
Mstep: Class 4 contains 58770 members 
Mstep: Class 5 contains 48230 members 
Mstep: Class 6 contains 119733 members 
Mstep: Class 7 contains 100851 members 
Mstep: Class 8 contains 3314 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154214 members 
Mstep: Class 11 contains 18460 members 
Mstep: Class 12 contains 72620 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 35990 members 
Mstep: Class 16 contains 3875 members 
Mstep: Class 17 contains 168495 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38650 members 
Mstep: Class 20 contains 42013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036448.000000 Penalty: 72245.875000
Iteration 134Q: 22 clusters Score -1.470364e+08 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36854 members 
Mstep: Class 3 contains 137138 members 
Mstep: Class 4 contains 58728 members 
Mstep: Class 5 contains 48907 members 
Mstep: Class 6 contains 119663 members 
Mstep: Class 7 contains 100902 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154200 members 
Mstep: Class 11 contains 18567 members 
Mstep: Class 12 contains 72900 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 10913 members 
Mstep: Class 15 contains 35988 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 168571 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38599 members 
Mstep: Class 20 contains 42020 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036800.000000 Penalty: 72245.875000
Iteration 135Q: 22 clusters Score -1.470368e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36708 members 
Mstep: Class 3 contains 136421 members 
Mstep: Class 4 contains 58690 members 
Mstep: Class 5 contains 49607 members 
Mstep: Class 6 contains 119606 members 
Mstep: Class 7 contains 100978 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154138 members 
Mstep: Class 11 contains 18656 members 
Mstep: Class 12 contains 73173 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 10788 members 
Mstep: Class 15 contains 35990 members 
Mstep: Class 16 contains 3875 members 
Mstep: Class 17 contains 168635 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38550 members 
Mstep: Class 20 contains 42004 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037200.000000 Penalty: 72245.875000
Iteration 136Q: 22 clusters Score -1.470372e+08 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36570 members 
Mstep: Class 3 contains 135719 members 
Mstep: Class 4 contains 58672 members 
Mstep: Class 5 contains 50348 members 
Mstep: Class 6 contains 119500 members 
Mstep: Class 7 contains 101002 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154105 members 
Mstep: Class 11 contains 18746 members 
Mstep: Class 12 contains 73446 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 35999 members 
Mstep: Class 16 contains 3875 members 
Mstep: Class 17 contains 168663 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38516 members 
Mstep: Class 20 contains 41993 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037376.000000 Penalty: 72245.875000
Iteration 137Q: 22 clusters Score -1.470374e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36420 members 
Mstep: Class 3 contains 135005 members 
Mstep: Class 4 contains 58643 members 
Mstep: Class 5 contains 51126 members 
Mstep: Class 6 contains 119416 members 
Mstep: Class 7 contains 101042 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154041 members 
Mstep: Class 11 contains 18827 members 
Mstep: Class 12 contains 73732 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 10516 members 
Mstep: Class 15 contains 36002 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 17 contains 168699 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38476 members 
Mstep: Class 20 contains 41981 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037136.000000 Penalty: 72245.875000
Iteration 138Q: 22 clusters Score -1.470371e+08 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36269 members 
Mstep: Class 3 contains 134279 members 
Mstep: Class 4 contains 58614 members 
Mstep: Class 5 contains 51919 members 
Mstep: Class 6 contains 119359 members 
Mstep: Class 7 contains 101085 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153976 members 
Mstep: Class 11 contains 18925 members 
Mstep: Class 12 contains 74005 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 10355 members 
Mstep: Class 15 contains 36002 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 168719 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38441 members 
Mstep: Class 20 contains 41966 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037296.000000 Penalty: 72245.875000
Iteration 139Q: 22 clusters Score -1.470373e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36155 members 
Mstep: Class 3 contains 133556 members 
Mstep: Class 4 contains 58587 members 
Mstep: Class 5 contains 52650 members 
Mstep: Class 6 contains 119287 members 
Mstep: Class 7 contains 101120 members 
Mstep: Class 8 contains 3365 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153959 members 
Mstep: Class 11 contains 19007 members 
Mstep: Class 12 contains 74293 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 10218 members 
Mstep: Class 15 contains 35989 members 
Mstep: Class 16 contains 3875 members 
Mstep: Class 17 contains 168731 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 38405 members 
Mstep: Class 20 contains 41947 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037056.000000 Penalty: 72245.875000
Iteration 140F: 22 clusters Score -1.470371e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36059 members 
Mstep: Class 3 contains 132835 members 
Mstep: Class 4 contains 58560 members 
Mstep: Class 5 contains 53399 members 
Mstep: Class 6 contains 119185 members 
Mstep: Class 7 contains 101164 members 
Mstep: Class 8 contains 3373 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153926 members 
Mstep: Class 11 contains 19077 members 
Mstep: Class 12 contains 74603 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 35981 members 
Mstep: Class 16 contains 3875 members 
Mstep: Class 17 contains 168731 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38371 members 
Mstep: Class 20 contains 41932 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037264.000000 Penalty: 72245.875000
Iteration 141Q: 22 clusters Score -1.470373e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35955 members 
Mstep: Class 3 contains 132012 members 
Mstep: Class 4 contains 58537 members 
Mstep: Class 5 contains 54192 members 
Mstep: Class 6 contains 119110 members 
Mstep: Class 7 contains 101212 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153940 members 
Mstep: Class 11 contains 19138 members 
Mstep: Class 12 contains 74859 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 15 contains 35975 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 168740 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38340 members 
Mstep: Class 20 contains 41923 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037296.000000 Penalty: 72245.875000
Iteration 142Q: 22 clusters Score -1.470373e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35824 members 
Mstep: Class 3 contains 131232 members 
Mstep: Class 4 contains 58507 members 
Mstep: Class 5 contains 54954 members 
Mstep: Class 6 contains 119042 members 
Mstep: Class 7 contains 101305 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153921 members 
Mstep: Class 11 contains 19178 members 
Mstep: Class 12 contains 75105 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 9847 members 
Mstep: Class 15 contains 35971 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 17 contains 168759 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38322 members 
Mstep: Class 20 contains 41917 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037632.000000 Penalty: 72245.875000
Iteration 143Q: 22 clusters Score -1.470376e+08 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35711 members 
Mstep: Class 3 contains 130428 members 
Mstep: Class 4 contains 58472 members 
Mstep: Class 5 contains 55787 members 
Mstep: Class 6 contains 119005 members 
Mstep: Class 7 contains 101397 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153870 members 
Mstep: Class 11 contains 19230 members 
Mstep: Class 12 contains 75291 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 9742 members 
Mstep: Class 15 contains 35968 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 17 contains 168745 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38312 members 
Mstep: Class 20 contains 41920 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037792.000000 Penalty: 72245.875000
Iteration 144Q: 22 clusters Score -1.470378e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35596 members 
Mstep: Class 3 contains 129639 members 
Mstep: Class 4 contains 58432 members 
Mstep: Class 5 contains 56641 members 
Mstep: Class 6 contains 118945 members 
Mstep: Class 7 contains 101484 members 
Mstep: Class 8 contains 3392 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153826 members 
Mstep: Class 11 contains 19276 members 
Mstep: Class 12 contains 75474 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 9640 members 
Mstep: Class 15 contains 35970 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 168743 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38282 members 
Mstep: Class 20 contains 41925 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037856.000000 Penalty: 72245.875000
Iteration 145Q: 22 clusters Score -1.470379e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35490 members 
Mstep: Class 3 contains 128849 members 
Mstep: Class 4 contains 58388 members 
Mstep: Class 5 contains 57497 members 
Mstep: Class 6 contains 118877 members 
Mstep: Class 7 contains 101565 members 
Mstep: Class 8 contains 3400 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153809 members 
Mstep: Class 11 contains 19346 members 
Mstep: Class 12 contains 75620 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 9537 members 
Mstep: Class 15 contains 35971 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 168731 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38256 members 
Mstep: Class 20 contains 41927 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147038032.000000 Penalty: 72245.875000
Iteration 146Q: 22 clusters Score -1.47038e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35361 members 
Mstep: Class 3 contains 128004 members 
Mstep: Class 4 contains 58350 members 
Mstep: Class 5 contains 58407 members 
Mstep: Class 6 contains 118820 members 
Mstep: Class 7 contains 101682 members 
Mstep: Class 8 contains 3409 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153773 members 
Mstep: Class 11 contains 19410 members 
Mstep: Class 12 contains 75752 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 9436 members 
Mstep: Class 15 contains 35982 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 168715 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38235 members 
Mstep: Class 20 contains 41927 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147038240.000000 Penalty: 72245.875000
Iteration 147Q: 22 clusters Score -1.470382e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35205 members 
Mstep: Class 3 contains 127124 members 
Mstep: Class 4 contains 58332 members 
Mstep: Class 5 contains 59345 members 
Mstep: Class 6 contains 118778 members 
Mstep: Class 7 contains 101784 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153717 members 
Mstep: Class 11 contains 19480 members 
Mstep: Class 12 contains 75892 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 9334 members 
Mstep: Class 15 contains 35993 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 168711 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38229 members 
Mstep: Class 20 contains 41921 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147038112.000000 Penalty: 72245.875000
Iteration 148Q: 22 clusters Score -1.470381e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35041 members 
Mstep: Class 3 contains 126244 members 
Mstep: Class 4 contains 58302 members 
Mstep: Class 5 contains 60338 members 
Mstep: Class 6 contains 118728 members 
Mstep: Class 7 contains 101874 members 
Mstep: Class 8 contains 3420 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153668 members 
Mstep: Class 11 contains 19543 members 
Mstep: Class 12 contains 76011 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 9241 members 
Mstep: Class 15 contains 36013 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 168705 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38207 members 
Mstep: Class 20 contains 41920 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147038432.000000 Penalty: 72245.875000
Iteration 149Q: 22 clusters Score -1.470384e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 34896 members 
Mstep: Class 3 contains 125345 members 
Mstep: Class 4 contains 58279 members 
Mstep: Class 5 contains 61344 members 
Mstep: Class 6 contains 118682 members 
Mstep: Class 7 contains 101953 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153610 members 
Mstep: Class 11 contains 19609 members 
Mstep: Class 12 contains 76118 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 9159 members 
Mstep: Class 15 contains 36031 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 168706 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38196 members 
Mstep: Class 20 contains 41908 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147038416.000000 Penalty: 72245.875000
Iteration 150Q: 22 clusters Score -1.470384e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 34750 members 
Mstep: Class 3 contains 124426 members 
Mstep: Class 4 contains 58260 members 
Mstep: Class 5 contains 62372 members 
Mstep: Class 6 contains 118623 members 
Mstep: Class 7 contains 102061 members 
Mstep: Class 8 contains 3418 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153566 members 
Mstep: Class 11 contains 19658 members 
Mstep: Class 12 contains 76232 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 9066 members 
Mstep: Class 15 contains 36049 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 168674 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38184 members 
Mstep: Class 20 contains 41915 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Score: -147038224.000000 Penalty: 72245.875000
Iteration 151Q: 22 clusters Score -1.470382e+08 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 34581 members 
Mstep: Class 3 contains 123506 members 
Mstep: Class 4 contains 58235 members 
Mstep: Class 5 contains 63413 members 
Mstep: Class 6 contains 118575 members 
Mstep: Class 7 contains 102167 members 
Mstep: Class 8 contains 3415 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153523 members 
Mstep: Class 11 contains 19703 members 
Mstep: Class 12 contains 76346 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 8982 members 
Mstep: Class 15 contains 36062 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 168647 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38177 members 
Mstep: Class 20 contains 41918 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 22 clusters Score -1.470385e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 34410 members 
Mstep: Class 3 contains 122637 members 
Mstep: Class 4 contains 58211 members 
Mstep: Class 5 contains 64457 members 
Mstep: Class 6 contains 118512 members 
Mstep: Class 7 contains 102258 members 
Mstep: Class 8 contains 3415 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153479 members 
Mstep: Class 11 contains 19748 members 
Mstep: Class 12 contains 76451 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 8896 members 
Mstep: Class 15 contains 36071 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 168599 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38186 members 
Mstep: Class 20 contains 41917 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147038416.000000 Penalty: 72245.875000
Iteration 153Q: 22 clusters Score -1.470384e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 34240 members 
Mstep: Class 3 contains 121851 members 
Mstep: Class 4 contains 58173 members 
Mstep: Class 5 contains 65367 members 
Mstep: Class 6 contains 118470 members 
Mstep: Class 7 contains 102374 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153494 members 
Mstep: Class 11 contains 19784 members 
Mstep: Class 12 contains 76557 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 8827 members 
Mstep: Class 15 contains 36084 members 
Mstep: Class 16 contains 3896 members 
Mstep: Class 17 contains 168522 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38191 members 
Mstep: Class 20 contains 41893 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Score: -147039008.000000 Penalty: 72245.875000
Iteration 154Q: 22 clusters Score -1.47039e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 34069 members 
Mstep: Class 3 contains 121118 members 
Mstep: Class 4 contains 58116 members 
Mstep: Class 5 contains 66286 members 
Mstep: Class 6 contains 118400 members 
Mstep: Class 7 contains 102479 members 
Mstep: Class 8 contains 3423 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153528 members 
Mstep: Class 11 contains 19810 members 
Mstep: Class 12 contains 76626 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 8768 members 
Mstep: Class 15 contains 36093 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 168478 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38190 members 
Mstep: Class 20 contains 41863 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 155Q: 22 clusters Score -1.470386e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33891 members 
Mstep: Class 3 contains 120396 members 
Mstep: Class 4 contains 58070 members 
Mstep: Class 5 contains 67228 members 
Mstep: Class 6 contains 118331 members 
Mstep: Class 7 contains 102547 members 
Mstep: Class 8 contains 3427 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153582 members 
Mstep: Class 11 contains 19827 members 
Mstep: Class 12 contains 76705 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 8702 members 
Mstep: Class 15 contains 36094 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 168410 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38180 members 
Mstep: Class 20 contains 41859 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147038736.000000 Penalty: 72245.875000
Iteration 156Q: 22 clusters Score -1.470387e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33704 members 
Mstep: Class 3 contains 119677 members 
Mstep: Class 4 contains 58032 members 
Mstep: Class 5 contains 68192 members 
Mstep: Class 6 contains 118263 members 
Mstep: Class 7 contains 102605 members 
Mstep: Class 8 contains 3431 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153602 members 
Mstep: Class 11 contains 19853 members 
Mstep: Class 12 contains 76749 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 8638 members 
Mstep: Class 15 contains 36090 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 168381 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38185 members 
Mstep: Class 20 contains 41847 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039120.000000 Penalty: 72245.875000
Iteration 157Q: 22 clusters Score -1.470391e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33543 members 
Mstep: Class 3 contains 118916 members 
Mstep: Class 4 contains 58006 members 
Mstep: Class 5 contains 69160 members 
Mstep: Class 6 contains 118190 members 
Mstep: Class 7 contains 102666 members 
Mstep: Class 8 contains 3436 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153631 members 
Mstep: Class 11 contains 19875 members 
Mstep: Class 12 contains 76827 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 8557 members 
Mstep: Class 15 contains 36091 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 168339 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38189 members 
Mstep: Class 20 contains 41823 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039472.000000 Penalty: 72245.875000
Iteration 158Q: 22 clusters Score -1.470395e+08 nChanged 2249
Entering ConstructFrom: 
Score: -147039472.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -104116.937500 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -104116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102421.593750 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -102421.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103107.960938 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -103108 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103506.492188 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -103506.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -103821.203125 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -103821.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104049.617188 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -104049.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -104124.351562 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -104124.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104173.265625 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -104173.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -104205.515625 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -104205.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -104231.195312 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -104231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -104251.445312 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -104251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -104264.101562 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -104264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -104270.835938 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -104270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -104272.851562 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -104272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -104272.851562 Penalty: 3347.965820
	Iteration 13F: 3 clusters Score -104272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 33363 members 
Mstep: Class 3 contains 118180 members 
Mstep: Class 4 contains 57973 members 
Mstep: Class 5 contains 70140 members 
Mstep: Class 6 contains 118157 members 
Mstep: Class 7 contains 102720 members 
Mstep: Class 8 contains 3442 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153623 members 
Mstep: Class 11 contains 19898 members 
Mstep: Class 12 contains 76889 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 8484 members 
Mstep: Class 15 contains 36099 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 168293 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38183 members 
Mstep: Class 20 contains 41805 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 661 members 
Entering Unmasked Estep 
Score: -147037872.000000 Penalty: 75686.148438
Splitting cluster 1 changes total score from -147039472.000000 to -147037872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Entering Unmasked Estep 
Score: -4737202.500000 Penalty: 2582.970459
	Iteration 0F: 2 clusters Score -4737202 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 16590 members 
Entering Unmasked Estep 
Score: -4714443.000000 Penalty: 5165.940918
	Iteration 0F: 3 clusters Score -4714443 nChanged 15180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -4722666.500000 Penalty: 5165.940918
	Iteration 1F: 3 clusters Score -4722666 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4723200.000000 Penalty: 5165.940918
	Iteration 2Q: 3 clusters Score -4723200 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4723672.500000 Penalty: 5165.940918
	Iteration 3Q: 3 clusters Score -4723672 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4724149.000000 Penalty: 5165.940918
	Iteration 4Q: 3 clusters Score -4724149 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -4724678.500000 Penalty: 5165.940918
	Iteration 5Q: 3 clusters Score -4724678 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -4725306.500000 Penalty: 5165.940918
	Iteration 6Q: 3 clusters Score -4725306 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4726199.500000 Penalty: 5165.940918
	Iteration 7Q: 3 clusters Score -4726200 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -4727531.500000 Penalty: 5165.940918
	Iteration 8Q: 3 clusters Score -4727532 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4729122.000000 Penalty: 5165.940918
	Iteration 9F: 3 clusters Score -4729122 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -4730718.000000 Penalty: 5165.940918
	Iteration 10F: 3 clusters Score -4730718 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -4731877.500000 Penalty: 5165.940918
	Iteration 11Q: 3 clusters Score -4731878 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -4732609.000000 Penalty: 5165.940918
	Iteration 12Q: 3 clusters Score -4732609 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -4733070.500000 Penalty: 5165.940918
	Iteration 13Q: 3 clusters Score -4733070 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -4733397.000000 Penalty: 5165.940918
	Iteration 14Q: 3 clusters Score -4733397 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4733601.000000 Penalty: 5165.940918
	Iteration 15Q: 3 clusters Score -4733601 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -4733757.000000 Penalty: 5165.940918
	Iteration 16Q: 3 clusters Score -4733757 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4733856.500000 Penalty: 5165.940918
	Iteration 17Q: 3 clusters Score -4733856 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -4733940.000000 Penalty: 5165.940918
	Iteration 18Q: 3 clusters Score -4733940 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -4734016.500000 Penalty: 5165.940918
	Iteration 19Q: 3 clusters Score -4734016 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4734097.000000 Penalty: 5165.940918
	Iteration 20F: 3 clusters Score -4734097 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -4734175.000000 Penalty: 5165.940918
	Iteration 21Q: 3 clusters Score -4734175 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4734222.000000 Penalty: 5165.940918
	Iteration 22Q: 3 clusters Score -4734222 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4734282.000000 Penalty: 5165.940918
	Iteration 23Q: 3 clusters Score -4734282 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4734290.500000 Penalty: 5165.940918
	Iteration 24Q: 3 clusters Score -4734290 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4734331.000000 Penalty: 5165.940918
	Iteration 25Q: 3 clusters Score -4734331 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4734382.500000 Penalty: 5165.940918
	Iteration 26Q: 3 clusters Score -4734382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4734421.000000 Penalty: 5165.940918
	Iteration 27Q: 3 clusters Score -4734421 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4734465.000000 Penalty: 5165.940918
	Iteration 28Q: 3 clusters Score -4734465 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4734491.500000 Penalty: 5165.940918
	Iteration 29Q: 3 clusters Score -4734492 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4734520.000000 Penalty: 5165.940918
	Iteration 30Q: 3 clusters Score -4734520 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4734562.000000 Penalty: 5165.940918
	Iteration 31Q: 3 clusters Score -4734562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4734586.500000 Penalty: 5165.940918
	Iteration 32Q: 3 clusters Score -4734586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4734620.500000 Penalty: 5165.940918
	Iteration 33Q: 3 clusters Score -4734620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4734650.500000 Penalty: 5165.940918
	Iteration 34Q: 3 clusters Score -4734650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4734669.000000 Penalty: 5165.940918
	Iteration 35Q: 3 clusters Score -4734669 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4734687.500000 Penalty: 5165.940918
	Iteration 36Q: 3 clusters Score -4734688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4734718.000000 Penalty: 5165.940918
	Iteration 37Q: 3 clusters Score -4734718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4734737.000000 Penalty: 5165.940918
	Iteration 38Q: 3 clusters Score -4734737 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4734744.000000 Penalty: 5165.940918
	Iteration 39Q: 3 clusters Score -4734744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4734755.500000 Penalty: 5165.940918
	Iteration 40F: 3 clusters Score -4734756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4734767.500000 Penalty: 5165.940918
	Iteration 41Q: 3 clusters Score -4734768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4734780.500000 Penalty: 5165.940918
	Iteration 42Q: 3 clusters Score -4734780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4734795.000000 Penalty: 5165.940918
	Iteration 43Q: 3 clusters Score -4734795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4734814.500000 Penalty: 5165.940918
	Iteration 44Q: 3 clusters Score -4734814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4734825.000000 Penalty: 5165.940918
	Iteration 45Q: 3 clusters Score -4734825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4734836.500000 Penalty: 5165.940918
	Iteration 46Q: 3 clusters Score -4734836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4734849.500000 Penalty: 5165.940918
	Iteration 47Q: 3 clusters Score -4734850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4734850.500000 Penalty: 5165.940918
	Iteration 48Q: 3 clusters Score -4734850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4734859.500000 Penalty: 5165.940918
	Iteration 49Q: 3 clusters Score -4734860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4734862.500000 Penalty: 5165.940918
	Iteration 50Q: 3 clusters Score -4734862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4734867.500000 Penalty: 5165.940918
	Iteration 51Q: 3 clusters Score -4734868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4734862.500000 Penalty: 5165.940918
	Iteration 52Q: 3 clusters Score -4734862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4734870.000000 Penalty: 5165.940918
	Iteration 53Q: 3 clusters Score -4734870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4734881.000000 Penalty: 5165.940918
	Iteration 54Q: 3 clusters Score -4734881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4734885.000000 Penalty: 5165.940918
	Iteration 55Q: 3 clusters Score -4734885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4734891.000000 Penalty: 5165.940918
	Iteration 56Q: 3 clusters Score -4734891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4734891.500000 Penalty: 5165.940918
	Iteration 57Q: 3 clusters Score -4734892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4734898.000000 Penalty: 5165.940918
	Iteration 58Q: 3 clusters Score -4734898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4734902.500000 Penalty: 5165.940918
	Iteration 59Q: 3 clusters Score -4734902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4734909.500000 Penalty: 5165.940918
	Iteration 60F: 3 clusters Score -4734910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4734918.000000 Penalty: 5165.940918
	Iteration 61Q: 3 clusters Score -4734918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4734913.000000 Penalty: 5165.940918
	Iteration 62Q: 3 clusters Score -4734913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4734918.500000 Penalty: 5165.940918
	Iteration 63Q: 3 clusters Score -4734918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4734919.000000 Penalty: 5165.940918
	Iteration 64Q: 3 clusters Score -4734919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4734923.000000 Penalty: 5165.940918
	Iteration 65Q: 3 clusters Score -4734923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4734928.000000 Penalty: 5165.940918
	Iteration 66Q: 3 clusters Score -4734928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4734936.500000 Penalty: 5165.940918
	Iteration 67Q: 3 clusters Score -4734936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4734946.500000 Penalty: 5165.940918
	Iteration 68Q: 3 clusters Score -4734946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4734947.000000 Penalty: 5165.940918
	Iteration 69Q: 3 clusters Score -4734947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4734953.000000 Penalty: 5165.940918
	Iteration 70Q: 3 clusters Score -4734953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4734949.500000 Penalty: 5165.940918
	Iteration 71Q: 3 clusters Score -4734950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4734953.000000 Penalty: 5165.940918
	Iteration 72Q: 3 clusters Score -4734953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4734953.000000 Penalty: 5165.940918
	Iteration 73Q: 3 clusters Score -4734953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4734949.000000 Penalty: 5165.940918
	Iteration 74Q: 3 clusters Score -4734949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4734952.500000 Penalty: 5165.940918
	Iteration 75Q: 3 clusters Score -4734952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4734964.500000 Penalty: 5165.940918
	Iteration 76Q: 3 clusters Score -4734964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4734963.000000 Penalty: 5165.940918
	Iteration 77Q: 3 clusters Score -4734963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4734965.000000 Penalty: 5165.940918
	Iteration 78Q: 3 clusters Score -4734965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4734965.500000 Penalty: 5165.940918
	Iteration 79Q: 3 clusters Score -4734966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4734969.000000 Penalty: 5165.940918
	Iteration 80F: 3 clusters Score -4734969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4734965.000000 Penalty: 5165.940918
	Iteration 81Q: 3 clusters Score -4734965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4734966.000000 Penalty: 5165.940918
	Iteration 82Q: 3 clusters Score -4734966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4734973.000000 Penalty: 5165.940918
	Iteration 83Q: 3 clusters Score -4734973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4734977.000000 Penalty: 5165.940918
	Iteration 84Q: 3 clusters Score -4734977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4734981.000000 Penalty: 5165.940918
	Iteration 85Q: 3 clusters Score -4734981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4734976.000000 Penalty: 5165.940918
	Iteration 86Q: 3 clusters Score -4734976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4734983.000000 Penalty: 5165.940918
	Iteration 87Q: 3 clusters Score -4734983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4734983.000000 Penalty: 5165.940918
	Iteration 88Q: 3 clusters Score -4734983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4734991.000000 Penalty: 5165.940918
	Iteration 89Q: 3 clusters Score -4734991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4734991.500000 Penalty: 5165.940918
	Iteration 90Q: 3 clusters Score -4734992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4734993.000000 Penalty: 5165.940918
	Iteration 91Q: 3 clusters Score -4734993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4734996.500000 Penalty: 5165.940918
	Iteration 92Q: 3 clusters Score -4734996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4734999.000000 Penalty: 5165.940918
	Iteration 93Q: 3 clusters Score -4734999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4735003.000000 Penalty: 5165.940918
	Iteration 94Q: 3 clusters Score -4735003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4735002.500000 Penalty: 5165.940918
	Iteration 95Q: 3 clusters Score -4735002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4735002.000000 Penalty: 5165.940918
	Iteration 96Q: 3 clusters Score -4735002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4735002.000000 Penalty: 5165.940918
	Iteration 97F: 3 clusters Score -4735002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (118180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118180 members 
Entering Unmasked Estep 
Score: -16821738.000000 Penalty: 2896.631104
	Iteration 0F: 2 clusters Score -1.682174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -16745962.000000 Penalty: 5793.262207
	Iteration 0F: 3 clusters Score -1.674596e+07 nChanged 56011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -16777966.000000 Penalty: 5793.262207
	Iteration 1F: 3 clusters Score -1.677797e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 60301 members 
Entering Unmasked Estep 
Score: -16778762.000000 Penalty: 5793.262207
	Iteration 2Q: 3 clusters Score -1.677876e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -16779890.000000 Penalty: 5793.262207
	Iteration 3Q: 3 clusters Score -1.677989e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -16781848.000000 Penalty: 5793.262207
	Iteration 4Q: 3 clusters Score -1.678185e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -16784782.000000 Penalty: 5793.262207
	Iteration 5Q: 3 clusters Score -1.678478e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -16789248.000000 Penalty: 5793.262207
	Iteration 6F: 3 clusters Score -1.678925e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 74352 members 
Entering Unmasked Estep 
Score: -16796042.000000 Penalty: 5793.262207
	Iteration 7F: 3 clusters Score -1.679604e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -16804442.000000 Penalty: 5793.262207
	Iteration 8F: 3 clusters Score -1.680444e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -16811194.000000 Penalty: 5793.262207
	Iteration 9F: 3 clusters Score -1.681119e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 87898 members 
Entering Unmasked Estep 
Score: -16814620.000000 Penalty: 5793.262207
	Iteration 10Q: 3 clusters Score -1.681462e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -16816438.000000 Penalty: 5793.262207
	Iteration 11Q: 3 clusters Score -1.681644e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -16817576.000000 Penalty: 5793.262207
	Iteration 12Q: 3 clusters Score -1.681758e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -16818258.000000 Penalty: 5793.262207
	Iteration 13Q: 3 clusters Score -1.681826e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 96170 members 
Entering Unmasked Estep 
Score: -16819034.000000 Penalty: 5793.262207
	Iteration 14Q: 3 clusters Score -1.681903e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -16819522.000000 Penalty: 5793.262207
	Iteration 15Q: 3 clusters Score -1.681952e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 99857 members 
Entering Unmasked Estep 
Score: -16819888.000000 Penalty: 5793.262207
	Iteration 16Q: 3 clusters Score -1.681989e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 101586 members 
Entering Unmasked Estep 
Score: -16820060.000000 Penalty: 5793.262207
	Iteration 17Q: 3 clusters Score -1.682006e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 103251 members 
Entering Unmasked Estep 
Score: -16820234.000000 Penalty: 5793.262207
	Iteration 18Q: 3 clusters Score -1.682023e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -16820452.000000 Penalty: 5793.262207
	Iteration 19Q: 3 clusters Score -1.682045e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 106283 members 
Entering Unmasked Estep 
Score: -16820490.000000 Penalty: 5793.262207
	Iteration 20F: 3 clusters Score -1.682049e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 107602 members 
Entering Unmasked Estep 
Score: -16820594.000000 Penalty: 5793.262207
	Iteration 21Q: 3 clusters Score -1.682059e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 108804 members 
Entering Unmasked Estep 
Score: -16820672.000000 Penalty: 5793.262207
	Iteration 22Q: 3 clusters Score -1.682067e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 109847 members 
Entering Unmasked Estep 
Score: -16820762.000000 Penalty: 5793.262207
	Iteration 23Q: 3 clusters Score -1.682076e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 110746 members 
Entering Unmasked Estep 
Score: -16820812.000000 Penalty: 5793.262207
	Iteration 24Q: 3 clusters Score -1.682081e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 111545 members 
Entering Unmasked Estep 
Score: -16820916.000000 Penalty: 5793.262207
	Iteration 25Q: 3 clusters Score -1.682092e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 112256 members 
Entering Unmasked Estep 
Score: -16820932.000000 Penalty: 5793.262207
	Iteration 26Q: 3 clusters Score -1.682093e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 112833 members 
Entering Unmasked Estep 
Score: -16820924.000000 Penalty: 5793.262207
	Iteration 27Q: 3 clusters Score -1.682092e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 113356 members 
Entering Unmasked Estep 
Score: -16820948.000000 Penalty: 5793.262207
	Iteration 28Q: 3 clusters Score -1.682095e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -16820968.000000 Penalty: 5793.262207
	Iteration 29Q: 3 clusters Score -1.682097e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 114193 members 
Entering Unmasked Estep 
Score: -16820898.000000 Penalty: 5793.262207
	Iteration 30Q: 3 clusters Score -1.68209e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 114537 members 
Entering Unmasked Estep 
Score: -16820850.000000 Penalty: 5793.262207
	Iteration 31Q: 3 clusters Score -1.682085e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 114852 members 
Entering Unmasked Estep 
Score: -16820882.000000 Penalty: 5793.262207
	Iteration 32Q: 3 clusters Score -1.682088e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 115134 members 
Entering Unmasked Estep 
Score: -16820842.000000 Penalty: 5793.262207
	Iteration 33Q: 3 clusters Score -1.682084e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 115371 members 
Entering Unmasked Estep 
Score: -16820830.000000 Penalty: 5793.262207
	Iteration 34Q: 3 clusters Score -1.682083e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 115581 members 
Entering Unmasked Estep 
Score: -16820810.000000 Penalty: 5793.262207
	Iteration 35Q: 3 clusters Score -1.682081e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 115752 members 
Entering Unmasked Estep 
Score: -16820852.000000 Penalty: 5793.262207
	Iteration 36Q: 3 clusters Score -1.682085e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 115896 members 
Entering Unmasked Estep 
Score: -16820826.000000 Penalty: 5793.262207
	Iteration 37Q: 3 clusters Score -1.682083e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 116010 members 
Entering Unmasked Estep 
Score: -16820802.000000 Penalty: 5793.262207
	Iteration 38Q: 3 clusters Score -1.68208e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 116102 members 
Entering Unmasked Estep 
Score: -16820806.000000 Penalty: 5793.262207
	Iteration 39Q: 3 clusters Score -1.682081e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -16820808.000000 Penalty: 5793.262207
	Iteration 40F: 3 clusters Score -1.682081e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 116222 members 
Entering Unmasked Estep 
Score: -16820782.000000 Penalty: 5793.262207
	Iteration 41Q: 3 clusters Score -1.682078e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 116265 members 
Entering Unmasked Estep 
Score: -16820760.000000 Penalty: 5793.262207
	Iteration 42Q: 3 clusters Score -1.682076e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 116291 members 
Entering Unmasked Estep 
Score: -16820736.000000 Penalty: 5793.262207
	Iteration 43Q: 3 clusters Score -1.682074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 116315 members 
Entering Unmasked Estep 
Score: -16820736.000000 Penalty: 5793.262207
	Iteration 44Q: 3 clusters Score -1.682074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 116335 members 
Entering Unmasked Estep 
Score: -16820744.000000 Penalty: 5793.262207
	Iteration 45Q: 3 clusters Score -1.682074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 116358 members 
Entering Unmasked Estep 
Score: -16820722.000000 Penalty: 5793.262207
	Iteration 46Q: 3 clusters Score -1.682072e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 116381 members 
Entering Unmasked Estep 
Score: -16820726.000000 Penalty: 5793.262207
	Iteration 47Q: 3 clusters Score -1.682073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -16820716.000000 Penalty: 5793.262207
	Iteration 48Q: 3 clusters Score -1.682072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 116423 members 
Entering Unmasked Estep 
Score: -16820724.000000 Penalty: 5793.262207
	Iteration 49Q: 3 clusters Score -1.682072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 116444 members 
Entering Unmasked Estep 
Score: -16820720.000000 Penalty: 5793.262207
	Iteration 50Q: 3 clusters Score -1.682072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 116460 members 
Entering Unmasked Estep 
Score: -16820722.000000 Penalty: 5793.262207
	Iteration 51Q: 3 clusters Score -1.682072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 116471 members 
Entering Unmasked Estep 
Score: -16820720.000000 Penalty: 5793.262207
	Iteration 52Q: 3 clusters Score -1.682072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 116486 members 
Entering Unmasked Estep 
Score: -16820722.000000 Penalty: 5793.262207
	Iteration 53Q: 3 clusters Score -1.682072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 116496 members 
Entering Unmasked Estep 
Score: -16820710.000000 Penalty: 5793.262207
	Iteration 54Q: 3 clusters Score -1.682071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 116511 members 
Entering Unmasked Estep 
Score: -16820708.000000 Penalty: 5793.262207
	Iteration 55Q: 3 clusters Score -1.682071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 116530 members 
Entering Unmasked Estep 
Score: -16820700.000000 Penalty: 5793.262207
	Iteration 56Q: 3 clusters Score -1.68207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -16820688.000000 Penalty: 5793.262207
	Iteration 57Q: 3 clusters Score -1.682069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -16820688.000000 Penalty: 5793.262207
	Iteration 58Q: 3 clusters Score -1.682069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 116565 members 
Entering Unmasked Estep 
Score: -16820700.000000 Penalty: 5793.262207
	Iteration 59Q: 3 clusters Score -1.68207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 116577 members 
Entering Unmasked Estep 
Score: -16820688.000000 Penalty: 5793.262207
	Iteration 60F: 3 clusters Score -1.682069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -16820700.000000 Penalty: 5793.262207
	Iteration 61Q: 3 clusters Score -1.68207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 116598 members 
Entering Unmasked Estep 
Score: -16820702.000000 Penalty: 5793.262207
	Iteration 62Q: 3 clusters Score -1.68207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 116607 members 
Entering Unmasked Estep 
Score: -16820698.000000 Penalty: 5793.262207
	Iteration 63Q: 3 clusters Score -1.68207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 116617 members 
Entering Unmasked Estep 
Score: -16820682.000000 Penalty: 5793.262207
	Iteration 64Q: 3 clusters Score -1.682068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -16820668.000000 Penalty: 5793.262207
	Iteration 65Q: 3 clusters Score -1.682067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 116642 members 
Entering Unmasked Estep 
Score: -16820678.000000 Penalty: 5793.262207
	Iteration 66Q: 3 clusters Score -1.682068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 116658 members 
Entering Unmasked Estep 
Score: -16820662.000000 Penalty: 5793.262207
	Iteration 67Q: 3 clusters Score -1.682066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 116680 members 
Entering Unmasked Estep 
Score: -16820650.000000 Penalty: 5793.262207
	Iteration 68Q: 3 clusters Score -1.682065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 116694 members 
Entering Unmasked Estep 
Score: -16820638.000000 Penalty: 5793.262207
	Iteration 69Q: 3 clusters Score -1.682064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 116705 members 
Entering Unmasked Estep 
Score: -16820638.000000 Penalty: 5793.262207
	Iteration 70Q: 3 clusters Score -1.682064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 116718 members 
Entering Unmasked Estep 
Score: -16820636.000000 Penalty: 5793.262207
	Iteration 71Q: 3 clusters Score -1.682064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 116735 members 
Entering Unmasked Estep 
Score: -16820636.000000 Penalty: 5793.262207
	Iteration 72Q: 3 clusters Score -1.682064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 116744 members 
Entering Unmasked Estep 
Score: -16820648.000000 Penalty: 5793.262207
	Iteration 73Q: 3 clusters Score -1.682065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 116749 members 
Entering Unmasked Estep 
Score: -16820642.000000 Penalty: 5793.262207
	Iteration 74Q: 3 clusters Score -1.682064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 116754 members 
Entering Unmasked Estep 
Score: -16820632.000000 Penalty: 5793.262207
	Iteration 75Q: 3 clusters Score -1.682063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 116764 members 
Entering Unmasked Estep 
Score: -16820628.000000 Penalty: 5793.262207
	Iteration 76Q: 3 clusters Score -1.682063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 116772 members 
Entering Unmasked Estep 
Score: -16820640.000000 Penalty: 5793.262207
	Iteration 77Q: 3 clusters Score -1.682064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 116776 members 
Entering Unmasked Estep 
Score: -16820636.000000 Penalty: 5793.262207
	Iteration 78Q: 3 clusters Score -1.682064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 116780 members 
Entering Unmasked Estep 
Score: -16820652.000000 Penalty: 5793.262207
	Iteration 79Q: 3 clusters Score -1.682065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -16820638.000000 Penalty: 5793.262207
	Iteration 80F: 3 clusters Score -1.682064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 116787 members 
Entering Unmasked Estep 
Score: -16820638.000000 Penalty: 5793.262207
	Iteration 81Q: 3 clusters Score -1.682064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 116789 members 
Entering Unmasked Estep 
Score: -16820640.000000 Penalty: 5793.262207
	Iteration 82Q: 3 clusters Score -1.682064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 116792 members 
Entering Unmasked Estep 
Score: -16820644.000000 Penalty: 5793.262207
	Iteration 83Q: 3 clusters Score -1.682064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 116794 members 
Entering Unmasked Estep 
Score: -16820646.000000 Penalty: 5793.262207
	Iteration 84Q: 3 clusters Score -1.682065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 116795 members 
Entering Unmasked Estep 
Score: -16820640.000000 Penalty: 5793.262207
	Iteration 85Q: 3 clusters Score -1.682064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 116796 members 
Entering Unmasked Estep 
Score: -16820646.000000 Penalty: 5793.262207
	Iteration 86Q: 3 clusters Score -1.682065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 116798 members 
Entering Unmasked Estep 
Score: -16820636.000000 Penalty: 5793.262207
	Iteration 87Q: 3 clusters Score -1.682064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 116801 members 
Entering Unmasked Estep 
Score: -16820638.000000 Penalty: 5793.262207
	Iteration 88Q: 3 clusters Score -1.682064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 116804 members 
Entering Unmasked Estep 
Score: -16820636.000000 Penalty: 5793.262207
	Iteration 89Q: 3 clusters Score -1.682064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 116806 members 
Entering Unmasked Estep 
Score: -16820636.000000 Penalty: 5793.262207
	Iteration 90Q: 3 clusters Score -1.682064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 116806 members 
Entering Unmasked Estep 
Score: -16820636.000000 Penalty: 5793.262207
	Iteration 91F: 3 clusters Score -1.682064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Entering Unmasked Estep 
Score: -8275226.000000 Penalty: 2719.997559
	Iteration 0F: 2 clusters Score -8275226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -8236102.000000 Penalty: 5439.995117
	Iteration 0F: 3 clusters Score -8236102 nChanged 27063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -8251088.000000 Penalty: 5439.995117
	Iteration 1F: 3 clusters Score -8251088 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -8251623.000000 Penalty: 5439.995117
	Iteration 2Q: 3 clusters Score -8251623 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -8252178.000000 Penalty: 5439.995117
	Iteration 3Q: 3 clusters Score -8252178 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -8252771.500000 Penalty: 5439.995117
	Iteration 4Q: 3 clusters Score -8252772 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -8253503.000000 Penalty: 5439.995117
	Iteration 5Q: 3 clusters Score -8253503 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -8254451.000000 Penalty: 5439.995117
	Iteration 6Q: 3 clusters Score -8254451 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -8255748.000000 Penalty: 5439.995117
	Iteration 7Q: 3 clusters Score -8255748 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -8257662.500000 Penalty: 5439.995117
	Iteration 8F: 3 clusters Score -8257662 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -8260081.500000 Penalty: 5439.995117
	Iteration 9F: 3 clusters Score -8260082 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -8262622.500000 Penalty: 5439.995117
	Iteration 10F: 3 clusters Score -8262622 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -8264613.000000 Penalty: 5439.995117
	Iteration 11F: 3 clusters Score -8264613 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -8265517.000000 Penalty: 5439.995117
	Iteration 12Q: 3 clusters Score -8265517 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -8265856.000000 Penalty: 5439.995117
	Iteration 13Q: 3 clusters Score -8265856 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -8266073.000000 Penalty: 5439.995117
	Iteration 14Q: 3 clusters Score -8266073 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -8266281.500000 Penalty: 5439.995117
	Iteration 15Q: 3 clusters Score -8266282 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -8266459.000000 Penalty: 5439.995117
	Iteration 16Q: 3 clusters Score -8266459 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -8266649.000000 Penalty: 5439.995117
	Iteration 17Q: 3 clusters Score -8266649 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -8266816.000000 Penalty: 5439.995117
	Iteration 18Q: 3 clusters Score -8266816 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -8267001.500000 Penalty: 5439.995117
	Iteration 19Q: 3 clusters Score -8267002 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -8267178.000000 Penalty: 5439.995117
	Iteration 20F: 3 clusters Score -8267178 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -8267343.500000 Penalty: 5439.995117
	Iteration 21Q: 3 clusters Score -8267344 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -8267443.000000 Penalty: 5439.995117
	Iteration 22Q: 3 clusters Score -8267443 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -8267658.500000 Penalty: 5439.995117
	Iteration 23Q: 3 clusters Score -8267658 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -8267837.500000 Penalty: 5439.995117
	Iteration 24Q: 3 clusters Score -8267838 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -8268036.500000 Penalty: 5439.995117
	Iteration 25Q: 3 clusters Score -8268036 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -8268201.000000 Penalty: 5439.995117
	Iteration 26Q: 3 clusters Score -8268201 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -8268385.500000 Penalty: 5439.995117
	Iteration 27Q: 3 clusters Score -8268386 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -8268562.000000 Penalty: 5439.995117
	Iteration 28Q: 3 clusters Score -8268562 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -8268727.500000 Penalty: 5439.995117
	Iteration 29Q: 3 clusters Score -8268728 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -8268923.500000 Penalty: 5439.995117
	Iteration 30Q: 3 clusters Score -8268924 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -8269070.500000 Penalty: 5439.995117
	Iteration 31Q: 3 clusters Score -8269070 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -8269240.500000 Penalty: 5439.995117
	Iteration 32Q: 3 clusters Score -8269240 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -8269459.500000 Penalty: 5439.995117
	Iteration 33Q: 3 clusters Score -8269460 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -8269672.000000 Penalty: 5439.995117
	Iteration 34Q: 3 clusters Score -8269672 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -8269835.500000 Penalty: 5439.995117
	Iteration 35Q: 3 clusters Score -8269836 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -8270044.500000 Penalty: 5439.995117
	Iteration 36Q: 3 clusters Score -8270044 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -8270238.000000 Penalty: 5439.995117
	Iteration 37Q: 3 clusters Score -8270238 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -8270427.500000 Penalty: 5439.995117
	Iteration 38Q: 3 clusters Score -8270428 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -8270570.500000 Penalty: 5439.995117
	Iteration 39Q: 3 clusters Score -8270570 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -8270733.000000 Penalty: 5439.995117
	Iteration 40F: 3 clusters Score -8270733 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -8270891.000000 Penalty: 5439.995117
	Iteration 41Q: 3 clusters Score -8270891 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -8271035.000000 Penalty: 5439.995117
	Iteration 42Q: 3 clusters Score -8271035 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -8271206.500000 Penalty: 5439.995117
	Iteration 43Q: 3 clusters Score -8271206 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -8271386.500000 Penalty: 5439.995117
	Iteration 44Q: 3 clusters Score -8271386 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -8271542.000000 Penalty: 5439.995117
	Iteration 45Q: 3 clusters Score -8271542 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8271708.500000 Penalty: 5439.995117
	Iteration 46Q: 3 clusters Score -8271708 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -8271867.000000 Penalty: 5439.995117
	Iteration 47Q: 3 clusters Score -8271867 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -8271999.500000 Penalty: 5439.995117
	Iteration 48Q: 3 clusters Score -8272000 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8272141.500000 Penalty: 5439.995117
	Iteration 49Q: 3 clusters Score -8272142 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8272216.000000 Penalty: 5439.995117
	Iteration 50Q: 3 clusters Score -8272216 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8272318.500000 Penalty: 5439.995117
	Iteration 51Q: 3 clusters Score -8272318 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8272397.500000 Penalty: 5439.995117
	Iteration 52Q: 3 clusters Score -8272398 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8272485.500000 Penalty: 5439.995117
	Iteration 53Q: 3 clusters Score -8272486 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8272554.000000 Penalty: 5439.995117
	Iteration 54Q: 3 clusters Score -8272554 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8272622.500000 Penalty: 5439.995117
	Iteration 55Q: 3 clusters Score -8272622 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8272690.000000 Penalty: 5439.995117
	Iteration 56Q: 3 clusters Score -8272690 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8272727.500000 Penalty: 5439.995117
	Iteration 57Q: 3 clusters Score -8272728 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8272782.000000 Penalty: 5439.995117
	Iteration 58Q: 3 clusters Score -8272782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8272821.000000 Penalty: 5439.995117
	Iteration 59Q: 3 clusters Score -8272821 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8272860.000000 Penalty: 5439.995117
	Iteration 60F: 3 clusters Score -8272860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8272886.000000 Penalty: 5439.995117
	Iteration 61Q: 3 clusters Score -8272886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8272905.000000 Penalty: 5439.995117
	Iteration 62Q: 3 clusters Score -8272905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8272928.500000 Penalty: 5439.995117
	Iteration 63Q: 3 clusters Score -8272928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8272948.000000 Penalty: 5439.995117
	Iteration 64Q: 3 clusters Score -8272948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56714 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8272968.500000 Penalty: 5439.995117
	Iteration 65Q: 3 clusters Score -8272968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8272967.500000 Penalty: 5439.995117
	Iteration 66Q: 3 clusters Score -8272968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8272972.000000 Penalty: 5439.995117
	Iteration 67Q: 3 clusters Score -8272972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8272976.000000 Penalty: 5439.995117
	Iteration 68Q: 3 clusters Score -8272976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8272976.500000 Penalty: 5439.995117
	Iteration 69Q: 3 clusters Score -8272976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8272986.500000 Penalty: 5439.995117
	Iteration 70Q: 3 clusters Score -8272986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8272987.500000 Penalty: 5439.995117
	Iteration 71Q: 3 clusters Score -8272988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8272985.500000 Penalty: 5439.995117
	Iteration 72Q: 3 clusters Score -8272986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8272996.000000 Penalty: 5439.995117
	Iteration 73Q: 3 clusters Score -8272996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8273012.500000 Penalty: 5439.995117
	Iteration 74Q: 3 clusters Score -8273012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8273012.000000 Penalty: 5439.995117
	Iteration 75Q: 3 clusters Score -8273012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8273010.000000 Penalty: 5439.995117
	Iteration 76Q: 3 clusters Score -8273010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8273028.500000 Penalty: 5439.995117
	Iteration 77Q: 3 clusters Score -8273028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8273032.000000 Penalty: 5439.995117
	Iteration 78Q: 3 clusters Score -8273032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8273037.500000 Penalty: 5439.995117
	Iteration 79Q: 3 clusters Score -8273038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8273031.000000 Penalty: 5439.995117
	Iteration 80F: 3 clusters Score -8273031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8273047.500000 Penalty: 5439.995117
	Iteration 81Q: 3 clusters Score -8273048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8273036.000000 Penalty: 5439.995117
	Iteration 82Q: 3 clusters Score -8273036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8273047.000000 Penalty: 5439.995117
	Iteration 83Q: 3 clusters Score -8273047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8273060.500000 Penalty: 5439.995117
	Iteration 84Q: 3 clusters Score -8273060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8273059.000000 Penalty: 5439.995117
	Iteration 85Q: 3 clusters Score -8273059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8273053.500000 Penalty: 5439.995117
	Iteration 86Q: 3 clusters Score -8273054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8273074.500000 Penalty: 5439.995117
	Iteration 87Q: 3 clusters Score -8273074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8273078.000000 Penalty: 5439.995117
	Iteration 88Q: 3 clusters Score -8273078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8273074.500000 Penalty: 5439.995117
	Iteration 89Q: 3 clusters Score -8273074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8273075.000000 Penalty: 5439.995117
	Iteration 90Q: 3 clusters Score -8273075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8273069.500000 Penalty: 5439.995117
	Iteration 91Q: 3 clusters Score -8273070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8273072.000000 Penalty: 5439.995117
	Iteration 92Q: 3 clusters Score -8273072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8273074.500000 Penalty: 5439.995117
	Iteration 93Q: 3 clusters Score -8273074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8273071.500000 Penalty: 5439.995117
	Iteration 94Q: 3 clusters Score -8273072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8273068.000000 Penalty: 5439.995117
	Iteration 95Q: 3 clusters Score -8273068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8273074.000000 Penalty: 5439.995117
	Iteration 96Q: 3 clusters Score -8273074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8273072.000000 Penalty: 5439.995117
	Iteration 97Q: 3 clusters Score -8273072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8273075.500000 Penalty: 5439.995117
	Iteration 98Q: 3 clusters Score -8273076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8273078.500000 Penalty: 5439.995117
	Iteration 99Q: 3 clusters Score -8273078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8273076.500000 Penalty: 5439.995117
	Iteration 100F: 3 clusters Score -8273076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (70140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Entering Unmasked Estep 
Score: -10062710.000000 Penalty: 2767.245605
	Iteration 0F: 2 clusters Score -1.006271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -10015584.000000 Penalty: 5534.491211
	Iteration 0F: 3 clusters Score -1.001558e+07 nChanged 32840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -10034385.000000 Penalty: 5534.491211
	Iteration 1F: 3 clusters Score -1.003438e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -10035166.000000 Penalty: 5534.491211
	Iteration 2Q: 3 clusters Score -1.003517e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -10036113.000000 Penalty: 5534.491211
	Iteration 3Q: 3 clusters Score -1.003611e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -10037422.000000 Penalty: 5534.491211
	Iteration 4Q: 3 clusters Score -1.003742e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -10039326.000000 Penalty: 5534.491211
	Iteration 5Q: 3 clusters Score -1.003933e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -10042293.000000 Penalty: 5534.491211
	Iteration 6F: 3 clusters Score -1.004229e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -10046084.000000 Penalty: 5534.491211
	Iteration 7F: 3 clusters Score -1.004608e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -10050128.000000 Penalty: 5534.491211
	Iteration 8F: 3 clusters Score -1.005013e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -10053545.000000 Penalty: 5534.491211
	Iteration 9F: 3 clusters Score -1.005354e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -10056051.000000 Penalty: 5534.491211
	Iteration 10Q: 3 clusters Score -1.005605e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -10057747.000000 Penalty: 5534.491211
	Iteration 11Q: 3 clusters Score -1.005775e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -10058760.000000 Penalty: 5534.491211
	Iteration 12Q: 3 clusters Score -1.005876e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -10059340.000000 Penalty: 5534.491211
	Iteration 13Q: 3 clusters Score -1.005934e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10059719.000000 Penalty: 5534.491211
	Iteration 14Q: 3 clusters Score -1.005972e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10059934.000000 Penalty: 5534.491211
	Iteration 15Q: 3 clusters Score -1.005993e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10060042.000000 Penalty: 5534.491211
	Iteration 16Q: 3 clusters Score -1.006004e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10060126.000000 Penalty: 5534.491211
	Iteration 17Q: 3 clusters Score -1.006013e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10060180.000000 Penalty: 5534.491211
	Iteration 18Q: 3 clusters Score -1.006018e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10060225.000000 Penalty: 5534.491211
	Iteration 19Q: 3 clusters Score -1.006022e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10060262.000000 Penalty: 5534.491211
	Iteration 20F: 3 clusters Score -1.006026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10060285.000000 Penalty: 5534.491211
	Iteration 21Q: 3 clusters Score -1.006028e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10060304.000000 Penalty: 5534.491211
	Iteration 22Q: 3 clusters Score -1.00603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10060312.000000 Penalty: 5534.491211
	Iteration 23Q: 3 clusters Score -1.006031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10060320.000000 Penalty: 5534.491211
	Iteration 24Q: 3 clusters Score -1.006032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10060314.000000 Penalty: 5534.491211
	Iteration 25Q: 3 clusters Score -1.006031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10060311.000000 Penalty: 5534.491211
	Iteration 26Q: 3 clusters Score -1.006031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10060318.000000 Penalty: 5534.491211
	Iteration 27Q: 3 clusters Score -1.006032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10060321.000000 Penalty: 5534.491211
	Iteration 28Q: 3 clusters Score -1.006032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10060326.000000 Penalty: 5534.491211
	Iteration 29Q: 3 clusters Score -1.006033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10060329.000000 Penalty: 5534.491211
	Iteration 30Q: 3 clusters Score -1.006033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10060327.000000 Penalty: 5534.491211
	Iteration 31Q: 3 clusters Score -1.006033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10060327.000000 Penalty: 5534.491211
	Iteration 32F: 3 clusters Score -1.006033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (118157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118157 members 
Entering Unmasked Estep 
Score: -16763965.000000 Penalty: 2896.582764
	Iteration 0F: 2 clusters Score -1.676396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -16685717.000000 Penalty: 5793.165527
	Iteration 0F: 3 clusters Score -1.668572e+07 nChanged 56329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -16717602.000000 Penalty: 5793.165527
	Iteration 1F: 3 clusters Score -1.67176e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -16718429.000000 Penalty: 5793.165527
	Iteration 2Q: 3 clusters Score -1.671843e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -16719281.000000 Penalty: 5793.165527
	Iteration 3Q: 3 clusters Score -1.671928e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -16720356.000000 Penalty: 5793.165527
	Iteration 4Q: 3 clusters Score -1.672036e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -16722067.000000 Penalty: 5793.165527
	Iteration 5Q: 3 clusters Score -1.672207e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -16724995.000000 Penalty: 5793.165527
	Iteration 6F: 3 clusters Score -1.6725e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -16729936.000000 Penalty: 5793.165527
	Iteration 7F: 3 clusters Score -1.672994e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -16737341.000000 Penalty: 5793.165527
	Iteration 8F: 3 clusters Score -1.673734e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 97485 members 
Entering Unmasked Estep 
Score: -16745856.000000 Penalty: 5793.165527
	Iteration 9F: 3 clusters Score -1.674586e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 104630 members 
Entering Unmasked Estep 
Score: -16752566.000000 Penalty: 5793.165527
	Iteration 10F: 3 clusters Score -1.675257e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 109172 members 
Entering Unmasked Estep 
Score: -16756823.000000 Penalty: 5793.165527
	Iteration 11Q: 3 clusters Score -1.675682e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 111780 members 
Entering Unmasked Estep 
Score: -16759223.000000 Penalty: 5793.165527
	Iteration 12Q: 3 clusters Score -1.675922e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 113105 members 
Entering Unmasked Estep 
Score: -16760150.000000 Penalty: 5793.165527
	Iteration 13Q: 3 clusters Score -1.676015e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 114013 members 
Entering Unmasked Estep 
Score: -16760716.000000 Penalty: 5793.165527
	Iteration 14Q: 3 clusters Score -1.676072e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 114648 members 
Entering Unmasked Estep 
Score: -16760966.000000 Penalty: 5793.165527
	Iteration 15Q: 3 clusters Score -1.676097e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 115138 members 
Entering Unmasked Estep 
Score: -16761158.000000 Penalty: 5793.165527
	Iteration 16Q: 3 clusters Score -1.676116e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 115512 members 
Entering Unmasked Estep 
Score: -16761307.000000 Penalty: 5793.165527
	Iteration 17Q: 3 clusters Score -1.676131e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 115828 members 
Entering Unmasked Estep 
Score: -16761441.000000 Penalty: 5793.165527
	Iteration 18Q: 3 clusters Score -1.676144e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 116080 members 
Entering Unmasked Estep 
Score: -16761569.000000 Penalty: 5793.165527
	Iteration 19Q: 3 clusters Score -1.676157e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 116278 members 
Entering Unmasked Estep 
Score: -16761605.000000 Penalty: 5793.165527
	Iteration 20F: 3 clusters Score -1.67616e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 116431 members 
Entering Unmasked Estep 
Score: -16761650.000000 Penalty: 5793.165527
	Iteration 21Q: 3 clusters Score -1.676165e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 116572 members 
Entering Unmasked Estep 
Score: -16761750.000000 Penalty: 5793.165527
	Iteration 22Q: 3 clusters Score -1.676175e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 116691 members 
Entering Unmasked Estep 
Score: -16761768.000000 Penalty: 5793.165527
	Iteration 23Q: 3 clusters Score -1.676177e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 116777 members 
Entering Unmasked Estep 
Score: -16761822.000000 Penalty: 5793.165527
	Iteration 24Q: 3 clusters Score -1.676182e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 116849 members 
Entering Unmasked Estep 
Score: -16761834.000000 Penalty: 5793.165527
	Iteration 25Q: 3 clusters Score -1.676183e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 116899 members 
Entering Unmasked Estep 
Score: -16761844.000000 Penalty: 5793.165527
	Iteration 26Q: 3 clusters Score -1.676184e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 116948 members 
Entering Unmasked Estep 
Score: -16761846.000000 Penalty: 5793.165527
	Iteration 27Q: 3 clusters Score -1.676185e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 116976 members 
Entering Unmasked Estep 
Score: -16761862.000000 Penalty: 5793.165527
	Iteration 28Q: 3 clusters Score -1.676186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 116991 members 
Entering Unmasked Estep 
Score: -16761865.000000 Penalty: 5793.165527
	Iteration 29Q: 3 clusters Score -1.676186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -16761880.000000 Penalty: 5793.165527
	Iteration 30Q: 3 clusters Score -1.676188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 117029 members 
Entering Unmasked Estep 
Score: -16761883.000000 Penalty: 5793.165527
	Iteration 31Q: 3 clusters Score -1.676188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 117042 members 
Entering Unmasked Estep 
Score: -16761863.000000 Penalty: 5793.165527
	Iteration 32Q: 3 clusters Score -1.676186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 117055 members 
Entering Unmasked Estep 
Score: -16761866.000000 Penalty: 5793.165527
	Iteration 33Q: 3 clusters Score -1.676187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 117068 members 
Entering Unmasked Estep 
Score: -16761866.000000 Penalty: 5793.165527
	Iteration 34Q: 3 clusters Score -1.676187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 117078 members 
Entering Unmasked Estep 
Score: -16761877.000000 Penalty: 5793.165527
	Iteration 35Q: 3 clusters Score -1.676188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 117085 members 
Entering Unmasked Estep 
Score: -16761889.000000 Penalty: 5793.165527
	Iteration 36Q: 3 clusters Score -1.676189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 117088 members 
Entering Unmasked Estep 
Score: -16761887.000000 Penalty: 5793.165527
	Iteration 37Q: 3 clusters Score -1.676189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 117093 members 
Entering Unmasked Estep 
Score: -16761872.000000 Penalty: 5793.165527
	Iteration 38Q: 3 clusters Score -1.676187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 117097 members 
Entering Unmasked Estep 
Score: -16761880.000000 Penalty: 5793.165527
	Iteration 39Q: 3 clusters Score -1.676188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -16761872.000000 Penalty: 5793.165527
	Iteration 40F: 3 clusters Score -1.676187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 117102 members 
Entering Unmasked Estep 
Score: -16761883.000000 Penalty: 5793.165527
	Iteration 41Q: 3 clusters Score -1.676188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 117104 members 
Entering Unmasked Estep 
Score: -16761885.000000 Penalty: 5793.165527
	Iteration 42Q: 3 clusters Score -1.676188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -16761880.000000 Penalty: 5793.165527
	Iteration 43Q: 3 clusters Score -1.676188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 117107 members 
Entering Unmasked Estep 
Score: -16761876.000000 Penalty: 5793.165527
	Iteration 44Q: 3 clusters Score -1.676188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -16761878.000000 Penalty: 5793.165527
	Iteration 45Q: 3 clusters Score -1.676188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -16761878.000000 Penalty: 5793.165527
	Iteration 46F: 3 clusters Score -1.676188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (102720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Entering Unmasked Estep 
Score: -14610283.000000 Penalty: 2861.861084
	Iteration 0F: 2 clusters Score -1.461028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -14542298.000000 Penalty: 5723.722168
	Iteration 0F: 3 clusters Score -1.45423e+07 nChanged 48599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -14569990.000000 Penalty: 5723.722168
	Iteration 1F: 3 clusters Score -1.456999e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -14570685.000000 Penalty: 5723.722168
	Iteration 2Q: 3 clusters Score -1.457068e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -14571637.000000 Penalty: 5723.722168
	Iteration 3Q: 3 clusters Score -1.457164e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -14572733.000000 Penalty: 5723.722168
	Iteration 4Q: 3 clusters Score -1.457273e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -14574091.000000 Penalty: 5723.722168
	Iteration 5Q: 3 clusters Score -1.457409e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -14576164.000000 Penalty: 5723.722168
	Iteration 6Q: 3 clusters Score -1.457616e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -14579091.000000 Penalty: 5723.722168
	Iteration 7Q: 3 clusters Score -1.457909e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -14583357.000000 Penalty: 5723.722168
	Iteration 8F: 3 clusters Score -1.458336e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -14588084.000000 Penalty: 5723.722168
	Iteration 9F: 3 clusters Score -1.458808e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -14592095.000000 Penalty: 5723.722168
	Iteration 10F: 3 clusters Score -1.45921e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -14594501.000000 Penalty: 5723.722168
	Iteration 11Q: 3 clusters Score -1.45945e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -14595943.000000 Penalty: 5723.722168
	Iteration 12Q: 3 clusters Score -1.459594e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -14596873.000000 Penalty: 5723.722168
	Iteration 13Q: 3 clusters Score -1.459687e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -14597688.000000 Penalty: 5723.722168
	Iteration 14Q: 3 clusters Score -1.459769e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -14598569.000000 Penalty: 5723.722168
	Iteration 15Q: 3 clusters Score -1.459857e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -14599496.000000 Penalty: 5723.722168
	Iteration 16Q: 3 clusters Score -1.45995e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -14600380.000000 Penalty: 5723.722168
	Iteration 17Q: 3 clusters Score -1.460038e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -14601262.000000 Penalty: 5723.722168
	Iteration 18Q: 3 clusters Score -1.460126e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -14602151.000000 Penalty: 5723.722168
	Iteration 19Q: 3 clusters Score -1.460215e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -14603020.000000 Penalty: 5723.722168
	Iteration 20F: 3 clusters Score -1.460302e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -14603676.000000 Penalty: 5723.722168
	Iteration 21Q: 3 clusters Score -1.460368e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -14604427.000000 Penalty: 5723.722168
	Iteration 22Q: 3 clusters Score -1.460443e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97518 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -14604886.000000 Penalty: 5723.722168
	Iteration 23Q: 3 clusters Score -1.460489e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -14605450.000000 Penalty: 5723.722168
	Iteration 24Q: 3 clusters Score -1.460545e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -14605929.000000 Penalty: 5723.722168
	Iteration 25Q: 3 clusters Score -1.460593e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99908 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -14606326.000000 Penalty: 5723.722168
	Iteration 26Q: 3 clusters Score -1.460633e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100443 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -14606671.000000 Penalty: 5723.722168
	Iteration 27Q: 3 clusters Score -1.460667e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14606933.000000 Penalty: 5723.722168
	Iteration 28Q: 3 clusters Score -1.460693e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -14607108.000000 Penalty: 5723.722168
	Iteration 29Q: 3 clusters Score -1.460711e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101409 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -14607233.000000 Penalty: 5723.722168
	Iteration 30Q: 3 clusters Score -1.460723e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101582 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -14607360.000000 Penalty: 5723.722168
	Iteration 31Q: 3 clusters Score -1.460736e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -14607443.000000 Penalty: 5723.722168
	Iteration 32Q: 3 clusters Score -1.460744e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101780 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -14607527.000000 Penalty: 5723.722168
	Iteration 33Q: 3 clusters Score -1.460753e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101845 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -14607562.000000 Penalty: 5723.722168
	Iteration 34Q: 3 clusters Score -1.460756e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14607630.000000 Penalty: 5723.722168
	Iteration 35Q: 3 clusters Score -1.460763e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -14607647.000000 Penalty: 5723.722168
	Iteration 36Q: 3 clusters Score -1.460765e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101983 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14607664.000000 Penalty: 5723.722168
	Iteration 37Q: 3 clusters Score -1.460766e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -14607700.000000 Penalty: 5723.722168
	Iteration 38Q: 3 clusters Score -1.46077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102042 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14607716.000000 Penalty: 5723.722168
	Iteration 39Q: 3 clusters Score -1.460772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102053 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14607741.000000 Penalty: 5723.722168
	Iteration 40F: 3 clusters Score -1.460774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102065 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14607744.000000 Penalty: 5723.722168
	Iteration 41Q: 3 clusters Score -1.460774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102074 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14607756.000000 Penalty: 5723.722168
	Iteration 42Q: 3 clusters Score -1.460776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14607776.000000 Penalty: 5723.722168
	Iteration 43Q: 3 clusters Score -1.460778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102092 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -14607785.000000 Penalty: 5723.722168
	Iteration 44Q: 3 clusters Score -1.460778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -14607787.000000 Penalty: 5723.722168
	Iteration 45Q: 3 clusters Score -1.460779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14607796.000000 Penalty: 5723.722168
	Iteration 46Q: 3 clusters Score -1.46078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102115 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14607799.000000 Penalty: 5723.722168
	Iteration 47Q: 3 clusters Score -1.46078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102121 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14607807.000000 Penalty: 5723.722168
	Iteration 48Q: 3 clusters Score -1.460781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -14607811.000000 Penalty: 5723.722168
	Iteration 49Q: 3 clusters Score -1.460781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14607812.000000 Penalty: 5723.722168
	Iteration 50Q: 3 clusters Score -1.460781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14607829.000000 Penalty: 5723.722168
	Iteration 51Q: 3 clusters Score -1.460783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102140 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14607831.000000 Penalty: 5723.722168
	Iteration 52Q: 3 clusters Score -1.460783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14607832.000000 Penalty: 5723.722168
	Iteration 53Q: 3 clusters Score -1.460783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102147 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -14607832.000000 Penalty: 5723.722168
	Iteration 54Q: 3 clusters Score -1.460783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102148 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14607824.000000 Penalty: 5723.722168
	Iteration 55Q: 3 clusters Score -1.460782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102148 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14607824.000000 Penalty: 5723.722168
	Iteration 56F: 3 clusters Score -1.460782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Entering Unmasked Estep 
Score: -483314.656250 Penalty: 2019.664429
	Iteration 0F: 2 clusters Score -483314.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -479751.218750 Penalty: 4039.328857
	Iteration 0F: 3 clusters Score -479751.2 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -480635.906250 Penalty: 4039.328857
	Iteration 1F: 3 clusters Score -480635.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -481033.093750 Penalty: 4039.328857
	Iteration 2F: 3 clusters Score -481033.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -481278.843750 Penalty: 4039.328857
	Iteration 3F: 3 clusters Score -481278.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -481431.500000 Penalty: 4039.328857
	Iteration 4F: 3 clusters Score -481431.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -481556.500000 Penalty: 4039.328857
	Iteration 5Q: 3 clusters Score -481556.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -481671.593750 Penalty: 4039.328857
	Iteration 6Q: 3 clusters Score -481671.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -481767.218750 Penalty: 4039.328857
	Iteration 7Q: 3 clusters Score -481767.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -481850.500000 Penalty: 4039.328857
	Iteration 8Q: 3 clusters Score -481850.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -481929.406250 Penalty: 4039.328857
	Iteration 9Q: 3 clusters Score -481929.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -482020.000000 Penalty: 4039.328857
	Iteration 10Q: 3 clusters Score -482020 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -482103.531250 Penalty: 4039.328857
	Iteration 11Q: 3 clusters Score -482103.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -482181.656250 Penalty: 4039.328857
	Iteration 12Q: 3 clusters Score -482181.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -482238.656250 Penalty: 4039.328857
	Iteration 13Q: 3 clusters Score -482238.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -482294.937500 Penalty: 4039.328857
	Iteration 14Q: 3 clusters Score -482294.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -482338.875000 Penalty: 4039.328857
	Iteration 15Q: 3 clusters Score -482338.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -482387.687500 Penalty: 4039.328857
	Iteration 16Q: 3 clusters Score -482387.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -482414.781250 Penalty: 4039.328857
	Iteration 17Q: 3 clusters Score -482414.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -482444.375000 Penalty: 4039.328857
	Iteration 18Q: 3 clusters Score -482444.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -482471.187500 Penalty: 4039.328857
	Iteration 19Q: 3 clusters Score -482471.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -482493.531250 Penalty: 4039.328857
	Iteration 20F: 3 clusters Score -482493.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -482511.781250 Penalty: 4039.328857
	Iteration 21Q: 3 clusters Score -482511.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -482520.875000 Penalty: 4039.328857
	Iteration 22Q: 3 clusters Score -482520.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -482539.312500 Penalty: 4039.328857
	Iteration 23Q: 3 clusters Score -482539.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -482569.468750 Penalty: 4039.328857
	Iteration 24Q: 3 clusters Score -482569.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -482587.750000 Penalty: 4039.328857
	Iteration 25Q: 3 clusters Score -482587.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -482610.718750 Penalty: 4039.328857
	Iteration 26Q: 3 clusters Score -482610.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -482651.218750 Penalty: 4039.328857
	Iteration 27Q: 3 clusters Score -482651.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -482691.406250 Penalty: 4039.328857
	Iteration 28Q: 3 clusters Score -482691.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -482732.187500 Penalty: 4039.328857
	Iteration 29Q: 3 clusters Score -482732.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -482779.062500 Penalty: 4039.328857
	Iteration 30Q: 3 clusters Score -482779.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -482818.031250 Penalty: 4039.328857
	Iteration 31Q: 3 clusters Score -482818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -482870.437500 Penalty: 4039.328857
	Iteration 32Q: 3 clusters Score -482870.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -482917.656250 Penalty: 4039.328857
	Iteration 33Q: 3 clusters Score -482917.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -482947.625000 Penalty: 4039.328857
	Iteration 34Q: 3 clusters Score -482947.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -482964.250000 Penalty: 4039.328857
	Iteration 35Q: 3 clusters Score -482964.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -482985.625000 Penalty: 4039.328857
	Iteration 36Q: 3 clusters Score -482985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -482991.312500 Penalty: 4039.328857
	Iteration 37Q: 3 clusters Score -482991.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -482994.343750 Penalty: 4039.328857
	Iteration 38Q: 3 clusters Score -482994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -482996.125000 Penalty: 4039.328857
	Iteration 39Q: 3 clusters Score -482996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -482999.093750 Penalty: 4039.328857
	Iteration 40F: 3 clusters Score -482999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -483001.031250 Penalty: 4039.328857
	Iteration 41Q: 3 clusters Score -483001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -483003.375000 Penalty: 4039.328857
	Iteration 42Q: 3 clusters Score -483003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -483005.218750 Penalty: 4039.328857
	Iteration 43Q: 3 clusters Score -483005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -483006.468750 Penalty: 4039.328857
	Iteration 44Q: 3 clusters Score -483006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -483006.468750 Penalty: 4039.328857
	Iteration 45F: 3 clusters Score -483006.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -61578.265625 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -61578.27 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 260 members 
Entering Unmasked Estep 
Score: -60138.542969 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -60138.54 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60470.535156 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -60470.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60592.152344 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -60592.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60674.687500 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -60674.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60739.277344 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -60739.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60852.878906 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -60852.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61014.535156 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -61014.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61152.273438 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -61152.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61191.601562 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -61191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61209.121094 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -61209.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61230.507812 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -61230.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61258.015625 Penalty: 3100.944336
	Iteration 11Q: 3 clusters Score -61258.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61283.835938 Penalty: 3100.944336
	Iteration 12Q: 3 clusters Score -61283.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61313.703125 Penalty: 3100.944336
	Iteration 13Q: 3 clusters Score -61313.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61334.671875 Penalty: 3100.944336
	Iteration 14Q: 3 clusters Score -61334.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61344.738281 Penalty: 3100.944336
	Iteration 15Q: 3 clusters Score -61344.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61366.117188 Penalty: 3100.944336
	Iteration 16Q: 3 clusters Score -61366.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -61421.578125 Penalty: 3100.944336
	Iteration 17Q: 3 clusters Score -61421.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61587.871094 Penalty: 3100.944336
	Iteration 18Q: 3 clusters Score -61587.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61652.929688 Penalty: 3100.944336
	Iteration 19Q: 3 clusters Score -61652.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -61722.972656 Penalty: 3100.944336
	Iteration 20F: 3 clusters Score -61722.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61786.308594 Penalty: 3100.944336
	Iteration 21Q: 3 clusters Score -61786.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61786.308594 Penalty: 3100.944336
	Iteration 22F: 3 clusters Score -61786.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33363 members 
Mstep: Class 3 contains 118180 members 
Mstep: Class 4 contains 57973 members 
Mstep: Class 5 contains 70140 members 
Mstep: Class 6 contains 118157 members 
Mstep: Class 7 contains 102720 members 
Mstep: Class 8 contains 3442 members 
Mstep: Class 9 contains 116 members 
Mstep: Class 10 contains 153623 members 
Mstep: Class 11 contains 19898 members 
Mstep: Class 12 contains 76889 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 8484 members 
Mstep: Class 15 contains 36099 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 168293 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38183 members 
Mstep: Class 20 contains 41805 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 403 members 
Entering Unmasked Estep 
Score: -147037744.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147039472.000000 to -147037744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (153623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Entering Unmasked Estep 
Score: -21592346.000000 Penalty: 2961.679688
	Iteration 0F: 2 clusters Score -2.159235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -21491450.000000 Penalty: 5923.359375
	Iteration 0F: 3 clusters Score -2.149145e+07 nChanged 73616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -21534426.000000 Penalty: 5923.359375
	Iteration 1F: 3 clusters Score -2.153443e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 72322 members 
Entering Unmasked Estep 
Score: -21535724.000000 Penalty: 5923.359375
	Iteration 2Q: 3 clusters Score -2.153572e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -21537524.000000 Penalty: 5923.359375
	Iteration 3Q: 3 clusters Score -2.153752e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -21540174.000000 Penalty: 5923.359375
	Iteration 4Q: 3 clusters Score -2.154017e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -21544490.000000 Penalty: 5923.359375
	Iteration 5F: 3 clusters Score -2.154449e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -21551552.000000 Penalty: 5923.359375
	Iteration 6F: 3 clusters Score -2.155155e+07 nChanged 10996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107696 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -21561206.000000 Penalty: 5923.359375
	Iteration 7F: 3 clusters Score -2.156121e+07 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115193 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -21570756.000000 Penalty: 5923.359375
	Iteration 8F: 3 clusters Score -2.157076e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121006 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -21577602.000000 Penalty: 5923.359375
	Iteration 9F: 3 clusters Score -2.15776e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125326 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -21582220.000000 Penalty: 5923.359375
	Iteration 10Q: 3 clusters Score -2.158222e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128557 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -21585004.000000 Penalty: 5923.359375
	Iteration 11Q: 3 clusters Score -2.1585e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131113 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -21587080.000000 Penalty: 5923.359375
	Iteration 12Q: 3 clusters Score -2.158708e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133118 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -21588380.000000 Penalty: 5923.359375
	Iteration 13Q: 3 clusters Score -2.158838e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134732 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -21589176.000000 Penalty: 5923.359375
	Iteration 14Q: 3 clusters Score -2.158918e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136098 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -21589718.000000 Penalty: 5923.359375
	Iteration 15Q: 3 clusters Score -2.158972e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137241 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -21589998.000000 Penalty: 5923.359375
	Iteration 16Q: 3 clusters Score -2.159e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138242 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -21590266.000000 Penalty: 5923.359375
	Iteration 17Q: 3 clusters Score -2.159027e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139186 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -21590412.000000 Penalty: 5923.359375
	Iteration 18Q: 3 clusters Score -2.159041e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140008 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -21590598.000000 Penalty: 5923.359375
	Iteration 19Q: 3 clusters Score -2.15906e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140785 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -21590652.000000 Penalty: 5923.359375
	Iteration 20F: 3 clusters Score -2.159065e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141475 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -21590786.000000 Penalty: 5923.359375
	Iteration 21Q: 3 clusters Score -2.159079e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142097 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -21590848.000000 Penalty: 5923.359375
	Iteration 22Q: 3 clusters Score -2.159085e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142625 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -21590876.000000 Penalty: 5923.359375
	Iteration 23Q: 3 clusters Score -2.159088e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143085 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -21590816.000000 Penalty: 5923.359375
	Iteration 24Q: 3 clusters Score -2.159082e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143507 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -21590872.000000 Penalty: 5923.359375
	Iteration 25Q: 3 clusters Score -2.159087e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143900 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -21590862.000000 Penalty: 5923.359375
	Iteration 26Q: 3 clusters Score -2.159086e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144285 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -21590900.000000 Penalty: 5923.359375
	Iteration 27Q: 3 clusters Score -2.15909e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144672 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -21590898.000000 Penalty: 5923.359375
	Iteration 28Q: 3 clusters Score -2.15909e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145026 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -21590894.000000 Penalty: 5923.359375
	Iteration 29Q: 3 clusters Score -2.159089e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145348 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -21590922.000000 Penalty: 5923.359375
	Iteration 30Q: 3 clusters Score -2.159092e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145655 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -21590964.000000 Penalty: 5923.359375
	Iteration 31Q: 3 clusters Score -2.159096e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145941 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -21591010.000000 Penalty: 5923.359375
	Iteration 32Q: 3 clusters Score -2.159101e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146214 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -21590962.000000 Penalty: 5923.359375
	Iteration 33Q: 3 clusters Score -2.159096e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146476 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -21590952.000000 Penalty: 5923.359375
	Iteration 34Q: 3 clusters Score -2.159095e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146708 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -21590934.000000 Penalty: 5923.359375
	Iteration 35Q: 3 clusters Score -2.159093e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146923 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -21590922.000000 Penalty: 5923.359375
	Iteration 36Q: 3 clusters Score -2.159092e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147137 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -21590914.000000 Penalty: 5923.359375
	Iteration 37Q: 3 clusters Score -2.159091e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147328 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -21590932.000000 Penalty: 5923.359375
	Iteration 38Q: 3 clusters Score -2.159093e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147492 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -21590962.000000 Penalty: 5923.359375
	Iteration 39Q: 3 clusters Score -2.159096e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147641 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -21590920.000000 Penalty: 5923.359375
	Iteration 40F: 3 clusters Score -2.159092e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147783 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -21590920.000000 Penalty: 5923.359375
	Iteration 41Q: 3 clusters Score -2.159092e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147924 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -21590940.000000 Penalty: 5923.359375
	Iteration 42Q: 3 clusters Score -2.159094e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148037 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -21590920.000000 Penalty: 5923.359375
	Iteration 43Q: 3 clusters Score -2.159092e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148147 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -21590904.000000 Penalty: 5923.359375
	Iteration 44Q: 3 clusters Score -2.15909e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148253 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -21590894.000000 Penalty: 5923.359375
	Iteration 45Q: 3 clusters Score -2.159089e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148352 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -21590886.000000 Penalty: 5923.359375
	Iteration 46Q: 3 clusters Score -2.159089e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -21590892.000000 Penalty: 5923.359375
	Iteration 47Q: 3 clusters Score -2.159089e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148517 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -21590864.000000 Penalty: 5923.359375
	Iteration 48Q: 3 clusters Score -2.159086e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148587 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -21590886.000000 Penalty: 5923.359375
	Iteration 49Q: 3 clusters Score -2.159089e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148652 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -21590874.000000 Penalty: 5923.359375
	Iteration 50Q: 3 clusters Score -2.159087e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148706 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -21590900.000000 Penalty: 5923.359375
	Iteration 51Q: 3 clusters Score -2.15909e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148768 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -21590870.000000 Penalty: 5923.359375
	Iteration 52Q: 3 clusters Score -2.159087e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148812 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -21590856.000000 Penalty: 5923.359375
	Iteration 53Q: 3 clusters Score -2.159086e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148853 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -21590898.000000 Penalty: 5923.359375
	Iteration 54Q: 3 clusters Score -2.15909e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148895 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -21590908.000000 Penalty: 5923.359375
	Iteration 55Q: 3 clusters Score -2.159091e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148942 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -21590892.000000 Penalty: 5923.359375
	Iteration 56Q: 3 clusters Score -2.159089e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148987 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -21590898.000000 Penalty: 5923.359375
	Iteration 57Q: 3 clusters Score -2.15909e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149023 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -21590870.000000 Penalty: 5923.359375
	Iteration 58Q: 3 clusters Score -2.159087e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149049 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -21590866.000000 Penalty: 5923.359375
	Iteration 59Q: 3 clusters Score -2.159087e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149072 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -21590836.000000 Penalty: 5923.359375
	Iteration 60F: 3 clusters Score -2.159084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149089 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -21590852.000000 Penalty: 5923.359375
	Iteration 61Q: 3 clusters Score -2.159085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149106 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -21590844.000000 Penalty: 5923.359375
	Iteration 62Q: 3 clusters Score -2.159084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149127 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -21590836.000000 Penalty: 5923.359375
	Iteration 63Q: 3 clusters Score -2.159084e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149145 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -21590840.000000 Penalty: 5923.359375
	Iteration 64Q: 3 clusters Score -2.159084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -21590856.000000 Penalty: 5923.359375
	Iteration 65Q: 3 clusters Score -2.159086e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149188 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -21590856.000000 Penalty: 5923.359375
	Iteration 66Q: 3 clusters Score -2.159086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149201 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -21590856.000000 Penalty: 5923.359375
	Iteration 67Q: 3 clusters Score -2.159086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149217 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -21590872.000000 Penalty: 5923.359375
	Iteration 68Q: 3 clusters Score -2.159087e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149233 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -21590888.000000 Penalty: 5923.359375
	Iteration 69Q: 3 clusters Score -2.159089e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -21590896.000000 Penalty: 5923.359375
	Iteration 70Q: 3 clusters Score -2.15909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149267 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -21590866.000000 Penalty: 5923.359375
	Iteration 71Q: 3 clusters Score -2.159087e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149280 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -21590852.000000 Penalty: 5923.359375
	Iteration 72Q: 3 clusters Score -2.159085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149292 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -21590868.000000 Penalty: 5923.359375
	Iteration 73Q: 3 clusters Score -2.159087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149303 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -21590862.000000 Penalty: 5923.359375
	Iteration 74Q: 3 clusters Score -2.159086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149312 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -21590868.000000 Penalty: 5923.359375
	Iteration 75Q: 3 clusters Score -2.159087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149321 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -21590886.000000 Penalty: 5923.359375
	Iteration 76Q: 3 clusters Score -2.159089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149327 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -21590878.000000 Penalty: 5923.359375
	Iteration 77Q: 3 clusters Score -2.159088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149334 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -21590882.000000 Penalty: 5923.359375
	Iteration 78Q: 3 clusters Score -2.159088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149342 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -21590886.000000 Penalty: 5923.359375
	Iteration 79Q: 3 clusters Score -2.159089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149348 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -21590878.000000 Penalty: 5923.359375
	Iteration 80F: 3 clusters Score -2.159088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149358 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -21590894.000000 Penalty: 5923.359375
	Iteration 81Q: 3 clusters Score -2.159089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149374 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -21590902.000000 Penalty: 5923.359375
	Iteration 82Q: 3 clusters Score -2.15909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149389 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -21590910.000000 Penalty: 5923.359375
	Iteration 83Q: 3 clusters Score -2.159091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149408 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -21590902.000000 Penalty: 5923.359375
	Iteration 84Q: 3 clusters Score -2.15909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -21590896.000000 Penalty: 5923.359375
	Iteration 85Q: 3 clusters Score -2.15909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149426 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -21590904.000000 Penalty: 5923.359375
	Iteration 86Q: 3 clusters Score -2.15909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149437 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -21590908.000000 Penalty: 5923.359375
	Iteration 87Q: 3 clusters Score -2.159091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149447 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -21590906.000000 Penalty: 5923.359375
	Iteration 88Q: 3 clusters Score -2.159091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149460 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -21590904.000000 Penalty: 5923.359375
	Iteration 89Q: 3 clusters Score -2.15909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149465 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -21590906.000000 Penalty: 5923.359375
	Iteration 90Q: 3 clusters Score -2.159091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -21590900.000000 Penalty: 5923.359375
	Iteration 91Q: 3 clusters Score -2.15909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149475 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -21590912.000000 Penalty: 5923.359375
	Iteration 92Q: 3 clusters Score -2.159091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -21590910.000000 Penalty: 5923.359375
	Iteration 93Q: 3 clusters Score -2.159091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149491 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -21590912.000000 Penalty: 5923.359375
	Iteration 94Q: 3 clusters Score -2.159091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149500 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -21590926.000000 Penalty: 5923.359375
	Iteration 95Q: 3 clusters Score -2.159093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149509 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -21590908.000000 Penalty: 5923.359375
	Iteration 96Q: 3 clusters Score -2.159091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149520 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -21590930.000000 Penalty: 5923.359375
	Iteration 97Q: 3 clusters Score -2.159093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149526 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -21590920.000000 Penalty: 5923.359375
	Iteration 98Q: 3 clusters Score -2.159092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149532 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -21590898.000000 Penalty: 5923.359375
	Iteration 99Q: 3 clusters Score -2.15909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149533 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -21590914.000000 Penalty: 5923.359375
	Iteration 100F: 3 clusters Score -2.159091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149536 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -21590918.000000 Penalty: 5923.359375
	Iteration 101Q: 3 clusters Score -2.159092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149541 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -21590896.000000 Penalty: 5923.359375
	Iteration 102Q: 3 clusters Score -2.15909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149547 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -21590890.000000 Penalty: 5923.359375
	Iteration 103Q: 3 clusters Score -2.159089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149555 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -21590894.000000 Penalty: 5923.359375
	Iteration 104Q: 3 clusters Score -2.159089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149558 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -21590906.000000 Penalty: 5923.359375
	Iteration 105Q: 3 clusters Score -2.159091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149564 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -21590894.000000 Penalty: 5923.359375
	Iteration 106Q: 3 clusters Score -2.159089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -21590898.000000 Penalty: 5923.359375
	Iteration 107Q: 3 clusters Score -2.15909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149575 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -21590894.000000 Penalty: 5923.359375
	Iteration 108Q: 3 clusters Score -2.159089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149582 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -21590906.000000 Penalty: 5923.359375
	Iteration 109Q: 3 clusters Score -2.159091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149590 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -21590888.000000 Penalty: 5923.359375
	Iteration 110Q: 3 clusters Score -2.159089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149596 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -21590890.000000 Penalty: 5923.359375
	Iteration 111Q: 3 clusters Score -2.159089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149607 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -21590878.000000 Penalty: 5923.359375
	Iteration 112Q: 3 clusters Score -2.159088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149615 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -21590882.000000 Penalty: 5923.359375
	Iteration 113Q: 3 clusters Score -2.159088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149624 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -21590874.000000 Penalty: 5923.359375
	Iteration 114Q: 3 clusters Score -2.159087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149632 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -21590868.000000 Penalty: 5923.359375
	Iteration 115Q: 3 clusters Score -2.159087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149636 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -21590866.000000 Penalty: 5923.359375
	Iteration 116Q: 3 clusters Score -2.159087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149639 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -21590866.000000 Penalty: 5923.359375
	Iteration 117Q: 3 clusters Score -2.159087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149644 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -21590870.000000 Penalty: 5923.359375
	Iteration 118Q: 3 clusters Score -2.159087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149650 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -21590854.000000 Penalty: 5923.359375
	Iteration 119Q: 3 clusters Score -2.159085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149652 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -21590860.000000 Penalty: 5923.359375
	Iteration 120F: 3 clusters Score -2.159086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149656 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -21590858.000000 Penalty: 5923.359375
	Iteration 121Q: 3 clusters Score -2.159086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -21590866.000000 Penalty: 5923.359375
	Iteration 122Q: 3 clusters Score -2.159087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149661 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -21590858.000000 Penalty: 5923.359375
	Iteration 123Q: 3 clusters Score -2.159086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149663 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -21590852.000000 Penalty: 5923.359375
	Iteration 124Q: 3 clusters Score -2.159085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -21590860.000000 Penalty: 5923.359375
	Iteration 125Q: 3 clusters Score -2.159086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149671 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -21590870.000000 Penalty: 5923.359375
	Iteration 126Q: 3 clusters Score -2.159087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149680 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -21590870.000000 Penalty: 5923.359375
	Iteration 127Q: 3 clusters Score -2.159087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149685 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -21590880.000000 Penalty: 5923.359375
	Iteration 128Q: 3 clusters Score -2.159088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149690 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -21590868.000000 Penalty: 5923.359375
	Iteration 129Q: 3 clusters Score -2.159087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149701 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -21590874.000000 Penalty: 5923.359375
	Iteration 130Q: 3 clusters Score -2.159087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149709 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -21590854.000000 Penalty: 5923.359375
	Iteration 131Q: 3 clusters Score -2.159085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149718 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -21590874.000000 Penalty: 5923.359375
	Iteration 132Q: 3 clusters Score -2.159087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149728 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -21590874.000000 Penalty: 5923.359375
	Iteration 133Q: 3 clusters Score -2.159087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149734 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -21590856.000000 Penalty: 5923.359375
	Iteration 134Q: 3 clusters Score -2.159086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149734 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -21590872.000000 Penalty: 5923.359375
	Iteration 135Q: 3 clusters Score -2.159087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149737 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -21590858.000000 Penalty: 5923.359375
	Iteration 136Q: 3 clusters Score -2.159086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149738 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -21590856.000000 Penalty: 5923.359375
	Iteration 137Q: 3 clusters Score -2.159086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149739 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -21590846.000000 Penalty: 5923.359375
	Iteration 138Q: 3 clusters Score -2.159085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149738 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -21590844.000000 Penalty: 5923.359375
	Iteration 139Q: 3 clusters Score -2.159084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149742 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -21590844.000000 Penalty: 5923.359375
	Iteration 140F: 3 clusters Score -2.159084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149745 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -21590852.000000 Penalty: 5923.359375
	Iteration 141Q: 3 clusters Score -2.159085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149747 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -21590848.000000 Penalty: 5923.359375
	Iteration 142Q: 3 clusters Score -2.159085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149752 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -21590854.000000 Penalty: 5923.359375
	Iteration 143Q: 3 clusters Score -2.159085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149755 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -21590854.000000 Penalty: 5923.359375
	Iteration 144Q: 3 clusters Score -2.159085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149760 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -21590846.000000 Penalty: 5923.359375
	Iteration 145Q: 3 clusters Score -2.159085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149758 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -21590866.000000 Penalty: 5923.359375
	Iteration 146Q: 3 clusters Score -2.159087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149760 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -21590860.000000 Penalty: 5923.359375
	Iteration 147Q: 3 clusters Score -2.159086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149761 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -21590856.000000 Penalty: 5923.359375
	Iteration 148Q: 3 clusters Score -2.159086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149765 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -21590848.000000 Penalty: 5923.359375
	Iteration 149Q: 3 clusters Score -2.159085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149766 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -21590858.000000 Penalty: 5923.359375
	Iteration 150Q: 3 clusters Score -2.159086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149769 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -21590860.000000 Penalty: 5923.359375
	Iteration 151Q: 3 clusters Score -2.159086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149772 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -21590852.000000 Penalty: 5923.359375
	Iteration 152Q: 3 clusters Score -2.159085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149773 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -21590854.000000 Penalty: 5923.359375
	Iteration 153Q: 3 clusters Score -2.159085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149774 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -21590860.000000 Penalty: 5923.359375
	Iteration 154Q: 3 clusters Score -2.159086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -21590866.000000 Penalty: 5923.359375
	Iteration 155Q: 3 clusters Score -2.159087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149775 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -21590868.000000 Penalty: 5923.359375
	Iteration 156Q: 3 clusters Score -2.159087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -21590862.000000 Penalty: 5923.359375
	Iteration 157Q: 3 clusters Score -2.159086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -21590858.000000 Penalty: 5923.359375
	Iteration 158Q: 3 clusters Score -2.159086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -21590858.000000 Penalty: 5923.359375
	Iteration 159F: 3 clusters Score -2.159086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Entering Unmasked Estep 
Score: -2834027.000000 Penalty: 2454.796875
	Iteration 0F: 2 clusters Score -2834027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2820030.000000 Penalty: 4909.593750
	Iteration 0F: 3 clusters Score -2820030 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2824626.750000 Penalty: 4909.593750
	Iteration 1F: 3 clusters Score -2824627 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2824936.000000 Penalty: 4909.593750
	Iteration 2Q: 3 clusters Score -2824936 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2825177.000000 Penalty: 4909.593750
	Iteration 3Q: 3 clusters Score -2825177 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2825370.500000 Penalty: 4909.593750
	Iteration 4Q: 3 clusters Score -2825370 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2825548.500000 Penalty: 4909.593750
	Iteration 5Q: 3 clusters Score -2825548 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2825786.500000 Penalty: 4909.593750
	Iteration 6Q: 3 clusters Score -2825786 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2826117.750000 Penalty: 4909.593750
	Iteration 7Q: 3 clusters Score -2826118 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2826565.750000 Penalty: 4909.593750
	Iteration 8Q: 3 clusters Score -2826566 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2827159.750000 Penalty: 4909.593750
	Iteration 9Q: 3 clusters Score -2827160 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2828016.750000 Penalty: 4909.593750
	Iteration 10F: 3 clusters Score -2828017 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2829032.750000 Penalty: 4909.593750
	Iteration 11F: 3 clusters Score -2829033 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2830043.500000 Penalty: 4909.593750
	Iteration 12F: 3 clusters Score -2830044 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2830810.750000 Penalty: 4909.593750
	Iteration 13Q: 3 clusters Score -2830811 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2831289.000000 Penalty: 4909.593750
	Iteration 14Q: 3 clusters Score -2831289 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2831561.500000 Penalty: 4909.593750
	Iteration 15Q: 3 clusters Score -2831562 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2831764.750000 Penalty: 4909.593750
	Iteration 16Q: 3 clusters Score -2831765 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2831875.500000 Penalty: 4909.593750
	Iteration 17Q: 3 clusters Score -2831876 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2831952.250000 Penalty: 4909.593750
	Iteration 18Q: 3 clusters Score -2831952 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2832034.500000 Penalty: 4909.593750
	Iteration 19Q: 3 clusters Score -2832034 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2832068.000000 Penalty: 4909.593750
	Iteration 20F: 3 clusters Score -2832068 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2832108.500000 Penalty: 4909.593750
	Iteration 21Q: 3 clusters Score -2832108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2832134.000000 Penalty: 4909.593750
	Iteration 22Q: 3 clusters Score -2832134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2832157.500000 Penalty: 4909.593750
	Iteration 23Q: 3 clusters Score -2832158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2832160.500000 Penalty: 4909.593750
	Iteration 24Q: 3 clusters Score -2832160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2832174.750000 Penalty: 4909.593750
	Iteration 25Q: 3 clusters Score -2832175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2832182.750000 Penalty: 4909.593750
	Iteration 26Q: 3 clusters Score -2832183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2832186.500000 Penalty: 4909.593750
	Iteration 27Q: 3 clusters Score -2832186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2832203.000000 Penalty: 4909.593750
	Iteration 28Q: 3 clusters Score -2832203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2832211.250000 Penalty: 4909.593750
	Iteration 29Q: 3 clusters Score -2832211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2832220.000000 Penalty: 4909.593750
	Iteration 30Q: 3 clusters Score -2832220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2832223.250000 Penalty: 4909.593750
	Iteration 31Q: 3 clusters Score -2832223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2832222.750000 Penalty: 4909.593750
	Iteration 32Q: 3 clusters Score -2832223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2832224.000000 Penalty: 4909.593750
	Iteration 33Q: 3 clusters Score -2832224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2832228.250000 Penalty: 4909.593750
	Iteration 34Q: 3 clusters Score -2832228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2832235.000000 Penalty: 4909.593750
	Iteration 35Q: 3 clusters Score -2832235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2832234.250000 Penalty: 4909.593750
	Iteration 36Q: 3 clusters Score -2832234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2832243.750000 Penalty: 4909.593750
	Iteration 37Q: 3 clusters Score -2832244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2832241.750000 Penalty: 4909.593750
	Iteration 38Q: 3 clusters Score -2832242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2832237.750000 Penalty: 4909.593750
	Iteration 39Q: 3 clusters Score -2832238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2832244.250000 Penalty: 4909.593750
	Iteration 40F: 3 clusters Score -2832244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2832240.000000 Penalty: 4909.593750
	Iteration 41Q: 3 clusters Score -2832240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2832243.250000 Penalty: 4909.593750
	Iteration 42Q: 3 clusters Score -2832243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2832243.250000 Penalty: 4909.593750
	Iteration 43Q: 3 clusters Score -2832243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2832246.250000 Penalty: 4909.593750
	Iteration 44Q: 3 clusters Score -2832246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2832246.500000 Penalty: 4909.593750
	Iteration 45Q: 3 clusters Score -2832246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2832246.500000 Penalty: 4909.593750
	Iteration 46Q: 3 clusters Score -2832246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2832246.500000 Penalty: 4909.593750
	Iteration 47Q: 3 clusters Score -2832246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2832245.250000 Penalty: 4909.593750
	Iteration 48Q: 3 clusters Score -2832245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2832242.250000 Penalty: 4909.593750
	Iteration 49Q: 3 clusters Score -2832242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2832241.250000 Penalty: 4909.593750
	Iteration 50Q: 3 clusters Score -2832241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2832245.250000 Penalty: 4909.593750
	Iteration 51Q: 3 clusters Score -2832245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2832247.750000 Penalty: 4909.593750
	Iteration 52Q: 3 clusters Score -2832248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2832248.250000 Penalty: 4909.593750
	Iteration 53Q: 3 clusters Score -2832248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2832250.750000 Penalty: 4909.593750
	Iteration 54Q: 3 clusters Score -2832251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2832256.000000 Penalty: 4909.593750
	Iteration 55Q: 3 clusters Score -2832256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2832249.250000 Penalty: 4909.593750
	Iteration 56Q: 3 clusters Score -2832249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2832255.250000 Penalty: 4909.593750
	Iteration 57Q: 3 clusters Score -2832255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2832254.750000 Penalty: 4909.593750
	Iteration 58Q: 3 clusters Score -2832255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2832252.750000 Penalty: 4909.593750
	Iteration 59Q: 3 clusters Score -2832253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2832251.750000 Penalty: 4909.593750
	Iteration 60F: 3 clusters Score -2832252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2832252.000000 Penalty: 4909.593750
	Iteration 61Q: 3 clusters Score -2832252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2832257.750000 Penalty: 4909.593750
	Iteration 62Q: 3 clusters Score -2832258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2832254.000000 Penalty: 4909.593750
	Iteration 63Q: 3 clusters Score -2832254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2832260.500000 Penalty: 4909.593750
	Iteration 64Q: 3 clusters Score -2832260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2832257.500000 Penalty: 4909.593750
	Iteration 65Q: 3 clusters Score -2832258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2832257.500000 Penalty: 4909.593750
	Iteration 66F: 3 clusters Score -2832258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Entering Unmasked Estep 
Score: -10936537.000000 Penalty: 2790.029297
	Iteration 0F: 2 clusters Score -1.093654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -10885208.000000 Penalty: 5580.058594
	Iteration 0F: 3 clusters Score -1.088521e+07 nChanged 36132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -10905398.000000 Penalty: 5580.058594
	Iteration 1F: 3 clusters Score -1.09054e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -10906022.000000 Penalty: 5580.058594
	Iteration 2Q: 3 clusters Score -1.090602e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -10906685.000000 Penalty: 5580.058594
	Iteration 3Q: 3 clusters Score -1.090668e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -10907380.000000 Penalty: 5580.058594
	Iteration 4Q: 3 clusters Score -1.090738e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -10908403.000000 Penalty: 5580.058594
	Iteration 5Q: 3 clusters Score -1.09084e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -10909720.000000 Penalty: 5580.058594
	Iteration 6Q: 3 clusters Score -1.090972e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -10911620.000000 Penalty: 5580.058594
	Iteration 7Q: 3 clusters Score -1.091162e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -10914603.000000 Penalty: 5580.058594
	Iteration 8F: 3 clusters Score -1.09146e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -10918581.000000 Penalty: 5580.058594
	Iteration 9F: 3 clusters Score -1.091858e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 64365 members 
Entering Unmasked Estep 
Score: -10923308.000000 Penalty: 5580.058594
	Iteration 10F: 3 clusters Score -1.092331e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -10927637.000000 Penalty: 5580.058594
	Iteration 11F: 3 clusters Score -1.092764e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -10930687.000000 Penalty: 5580.058594
	Iteration 12Q: 3 clusters Score -1.093069e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -10932498.000000 Penalty: 5580.058594
	Iteration 13Q: 3 clusters Score -1.09325e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -10933304.000000 Penalty: 5580.058594
	Iteration 14Q: 3 clusters Score -1.09333e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -10933645.000000 Penalty: 5580.058594
	Iteration 15Q: 3 clusters Score -1.093364e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -10933763.000000 Penalty: 5580.058594
	Iteration 16Q: 3 clusters Score -1.093376e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -10933838.000000 Penalty: 5580.058594
	Iteration 17Q: 3 clusters Score -1.093384e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -10933897.000000 Penalty: 5580.058594
	Iteration 18Q: 3 clusters Score -1.09339e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -10933954.000000 Penalty: 5580.058594
	Iteration 19Q: 3 clusters Score -1.093395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -10934010.000000 Penalty: 5580.058594
	Iteration 20F: 3 clusters Score -1.093401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 76607 members 
Entering Unmasked Estep 
Score: -10934026.000000 Penalty: 5580.058594
	Iteration 21Q: 3 clusters Score -1.093403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -10934058.000000 Penalty: 5580.058594
	Iteration 22Q: 3 clusters Score -1.093406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76623 members 
Entering Unmasked Estep 
Score: -10934060.000000 Penalty: 5580.058594
	Iteration 23Q: 3 clusters Score -1.093406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -10934066.000000 Penalty: 5580.058594
	Iteration 24Q: 3 clusters Score -1.093407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -10934071.000000 Penalty: 5580.058594
	Iteration 25Q: 3 clusters Score -1.093407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -10934077.000000 Penalty: 5580.058594
	Iteration 26Q: 3 clusters Score -1.093408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -10934083.000000 Penalty: 5580.058594
	Iteration 27Q: 3 clusters Score -1.093408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 76637 members 
Entering Unmasked Estep 
Score: -10934086.000000 Penalty: 5580.058594
	Iteration 28Q: 3 clusters Score -1.093409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -10934086.000000 Penalty: 5580.058594
	Iteration 29Q: 3 clusters Score -1.093409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -10934091.000000 Penalty: 5580.058594
	Iteration 30Q: 3 clusters Score -1.093409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 76637 members 
Entering Unmasked Estep 
Score: -10934095.000000 Penalty: 5580.058594
	Iteration 31Q: 3 clusters Score -1.09341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 76637 members 
Entering Unmasked Estep 
Score: -10934095.000000 Penalty: 5580.058594
	Iteration 32F: 3 clusters Score -1.09341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -267580.781250 Penalty: 1876.188232
	Iteration 0F: 2 clusters Score -267580.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -264965.093750 Penalty: 3752.376465
	Iteration 0F: 3 clusters Score -264965.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -265466.718750 Penalty: 3752.376465
	Iteration 1F: 3 clusters Score -265466.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -265619.093750 Penalty: 3752.376465
	Iteration 2F: 3 clusters Score -265619.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -265692.156250 Penalty: 3752.376465
	Iteration 3Q: 3 clusters Score -265692.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -265761.562500 Penalty: 3752.376465
	Iteration 4Q: 3 clusters Score -265761.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -265811.718750 Penalty: 3752.376465
	Iteration 5Q: 3 clusters Score -265811.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -265853.406250 Penalty: 3752.376465
	Iteration 6Q: 3 clusters Score -265853.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -265886.218750 Penalty: 3752.376465
	Iteration 7Q: 3 clusters Score -265886.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -265917.531250 Penalty: 3752.376465
	Iteration 8Q: 3 clusters Score -265917.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -265952.937500 Penalty: 3752.376465
	Iteration 9Q: 3 clusters Score -265952.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -265986.593750 Penalty: 3752.376465
	Iteration 10Q: 3 clusters Score -265986.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -266045.593750 Penalty: 3752.376465
	Iteration 11Q: 3 clusters Score -266045.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -266076.375000 Penalty: 3752.376465
	Iteration 12Q: 3 clusters Score -266076.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -266108.187500 Penalty: 3752.376465
	Iteration 13Q: 3 clusters Score -266108.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -266137.375000 Penalty: 3752.376465
	Iteration 14Q: 3 clusters Score -266137.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -266162.781250 Penalty: 3752.376465
	Iteration 15Q: 3 clusters Score -266162.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -266195.500000 Penalty: 3752.376465
	Iteration 16Q: 3 clusters Score -266195.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -266239.625000 Penalty: 3752.376465
	Iteration 17Q: 3 clusters Score -266239.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -266284.531250 Penalty: 3752.376465
	Iteration 18Q: 3 clusters Score -266284.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -266309.875000 Penalty: 3752.376465
	Iteration 19Q: 3 clusters Score -266309.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -266325.250000 Penalty: 3752.376465
	Iteration 20F: 3 clusters Score -266325.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -266342.562500 Penalty: 3752.376465
	Iteration 21Q: 3 clusters Score -266342.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -266354.593750 Penalty: 3752.376465
	Iteration 22Q: 3 clusters Score -266354.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -266366.906250 Penalty: 3752.376465
	Iteration 23Q: 3 clusters Score -266366.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -266386.843750 Penalty: 3752.376465
	Iteration 24Q: 3 clusters Score -266386.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -266410.625000 Penalty: 3752.376465
	Iteration 25Q: 3 clusters Score -266410.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -266433.031250 Penalty: 3752.376465
	Iteration 26Q: 3 clusters Score -266433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -266453.250000 Penalty: 3752.376465
	Iteration 27Q: 3 clusters Score -266453.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -266477.125000 Penalty: 3752.376465
	Iteration 28Q: 3 clusters Score -266477.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -266503.781250 Penalty: 3752.376465
	Iteration 29Q: 3 clusters Score -266503.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -266522.375000 Penalty: 3752.376465
	Iteration 30Q: 3 clusters Score -266522.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -266535.375000 Penalty: 3752.376465
	Iteration 31Q: 3 clusters Score -266535.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -266545.500000 Penalty: 3752.376465
	Iteration 32Q: 3 clusters Score -266545.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -266553.593750 Penalty: 3752.376465
	Iteration 33Q: 3 clusters Score -266553.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -266561.968750 Penalty: 3752.376465
	Iteration 34Q: 3 clusters Score -266562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -266573.437500 Penalty: 3752.376465
	Iteration 35Q: 3 clusters Score -266573.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -266585.625000 Penalty: 3752.376465
	Iteration 36Q: 3 clusters Score -266585.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -266606.500000 Penalty: 3752.376465
	Iteration 37Q: 3 clusters Score -266606.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -266624.156250 Penalty: 3752.376465
	Iteration 38Q: 3 clusters Score -266624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -266635.218750 Penalty: 3752.376465
	Iteration 39Q: 3 clusters Score -266635.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -266642.500000 Penalty: 3752.376465
	Iteration 40F: 3 clusters Score -266642.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -266653.593750 Penalty: 3752.376465
	Iteration 41Q: 3 clusters Score -266653.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -266656.281250 Penalty: 3752.376465
	Iteration 42Q: 3 clusters Score -266656.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -266656.281250 Penalty: 3752.376465
	Iteration 43F: 3 clusters Score -266656.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Entering Unmasked Estep 
Score: -1217509.000000 Penalty: 2243.392578
	Iteration 0F: 2 clusters Score -1217509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1210799.375000 Penalty: 4486.785156
	Iteration 0F: 3 clusters Score -1210799 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1212563.250000 Penalty: 4486.785156
	Iteration 1F: 3 clusters Score -1212563 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1212826.625000 Penalty: 4486.785156
	Iteration 2F: 3 clusters Score -1212827 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1212997.375000 Penalty: 4486.785156
	Iteration 3Q: 3 clusters Score -1212997 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1213123.375000 Penalty: 4486.785156
	Iteration 4Q: 3 clusters Score -1213123 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1213205.250000 Penalty: 4486.785156
	Iteration 5Q: 3 clusters Score -1213205 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1213270.750000 Penalty: 4486.785156
	Iteration 6Q: 3 clusters Score -1213271 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1213322.250000 Penalty: 4486.785156
	Iteration 7Q: 3 clusters Score -1213322 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1213365.250000 Penalty: 4486.785156
	Iteration 8Q: 3 clusters Score -1213365 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1213400.750000 Penalty: 4486.785156
	Iteration 9Q: 3 clusters Score -1213401 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1213434.625000 Penalty: 4486.785156
	Iteration 10Q: 3 clusters Score -1213435 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1213478.250000 Penalty: 4486.785156
	Iteration 11Q: 3 clusters Score -1213478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1213509.375000 Penalty: 4486.785156
	Iteration 12Q: 3 clusters Score -1213509 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1213542.875000 Penalty: 4486.785156
	Iteration 13Q: 3 clusters Score -1213543 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1213593.000000 Penalty: 4486.785156
	Iteration 14Q: 3 clusters Score -1213593 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1213656.375000 Penalty: 4486.785156
	Iteration 15Q: 3 clusters Score -1213656 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1213714.375000 Penalty: 4486.785156
	Iteration 16Q: 3 clusters Score -1213714 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1213778.000000 Penalty: 4486.785156
	Iteration 17Q: 3 clusters Score -1213778 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1213856.500000 Penalty: 4486.785156
	Iteration 18Q: 3 clusters Score -1213856 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1213956.750000 Penalty: 4486.785156
	Iteration 19Q: 3 clusters Score -1213957 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1214062.875000 Penalty: 4486.785156
	Iteration 20F: 3 clusters Score -1214063 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1214174.250000 Penalty: 4486.785156
	Iteration 21Q: 3 clusters Score -1214174 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1214296.500000 Penalty: 4486.785156
	Iteration 22Q: 3 clusters Score -1214296 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1214446.875000 Penalty: 4486.785156
	Iteration 23Q: 3 clusters Score -1214447 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1214610.625000 Penalty: 4486.785156
	Iteration 24Q: 3 clusters Score -1214611 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1214757.000000 Penalty: 4486.785156
	Iteration 25Q: 3 clusters Score -1214757 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1214884.000000 Penalty: 4486.785156
	Iteration 26Q: 3 clusters Score -1214884 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1215013.625000 Penalty: 4486.785156
	Iteration 27Q: 3 clusters Score -1215014 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1215123.500000 Penalty: 4486.785156
	Iteration 28Q: 3 clusters Score -1215124 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1215216.500000 Penalty: 4486.785156
	Iteration 29Q: 3 clusters Score -1215216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1215262.125000 Penalty: 4486.785156
	Iteration 30Q: 3 clusters Score -1215262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1215297.250000 Penalty: 4486.785156
	Iteration 31Q: 3 clusters Score -1215297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1215335.125000 Penalty: 4486.785156
	Iteration 32Q: 3 clusters Score -1215335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1215370.375000 Penalty: 4486.785156
	Iteration 33Q: 3 clusters Score -1215370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1215384.750000 Penalty: 4486.785156
	Iteration 34Q: 3 clusters Score -1215385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1215396.250000 Penalty: 4486.785156
	Iteration 35Q: 3 clusters Score -1215396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1215405.500000 Penalty: 4486.785156
	Iteration 36Q: 3 clusters Score -1215406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1215417.500000 Penalty: 4486.785156
	Iteration 37Q: 3 clusters Score -1215418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1215431.125000 Penalty: 4486.785156
	Iteration 38Q: 3 clusters Score -1215431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1215453.625000 Penalty: 4486.785156
	Iteration 39Q: 3 clusters Score -1215454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1215467.875000 Penalty: 4486.785156
	Iteration 40F: 3 clusters Score -1215468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1215477.000000 Penalty: 4486.785156
	Iteration 41Q: 3 clusters Score -1215477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1215489.375000 Penalty: 4486.785156
	Iteration 42Q: 3 clusters Score -1215489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1215503.125000 Penalty: 4486.785156
	Iteration 43Q: 3 clusters Score -1215503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1215507.000000 Penalty: 4486.785156
	Iteration 44Q: 3 clusters Score -1215507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1215515.000000 Penalty: 4486.785156
	Iteration 45Q: 3 clusters Score -1215515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1215518.500000 Penalty: 4486.785156
	Iteration 46Q: 3 clusters Score -1215518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1215519.250000 Penalty: 4486.785156
	Iteration 47Q: 3 clusters Score -1215519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1215519.250000 Penalty: 4486.785156
	Iteration 48F: 3 clusters Score -1215519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Entering Unmasked Estep 
Score: -4935465.000000 Penalty: 2602.517090
	Iteration 0F: 2 clusters Score -4935465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4911053.000000 Penalty: 5205.034180
	Iteration 0F: 3 clusters Score -4911053 nChanged 16458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4920155.000000 Penalty: 5205.034180
	Iteration 1F: 3 clusters Score -4920155 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4921219.500000 Penalty: 5205.034180
	Iteration 2F: 3 clusters Score -4921220 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4922793.500000 Penalty: 5205.034180
	Iteration 3F: 3 clusters Score -4922794 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4925038.000000 Penalty: 5205.034180
	Iteration 4F: 3 clusters Score -4925038 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4927564.500000 Penalty: 5205.034180
	Iteration 5F: 3 clusters Score -4927564 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -4929768.000000 Penalty: 5205.034180
	Iteration 6F: 3 clusters Score -4929768 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -4931247.500000 Penalty: 5205.034180
	Iteration 7F: 3 clusters Score -4931248 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -4932161.000000 Penalty: 5205.034180
	Iteration 8Q: 3 clusters Score -4932161 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -4932741.000000 Penalty: 5205.034180
	Iteration 9Q: 3 clusters Score -4932741 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -4933123.500000 Penalty: 5205.034180
	Iteration 10Q: 3 clusters Score -4933124 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4933455.500000 Penalty: 5205.034180
	Iteration 11Q: 3 clusters Score -4933456 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4933736.000000 Penalty: 5205.034180
	Iteration 12Q: 3 clusters Score -4933736 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4934070.500000 Penalty: 5205.034180
	Iteration 13Q: 3 clusters Score -4934070 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4934485.500000 Penalty: 5205.034180
	Iteration 14Q: 3 clusters Score -4934486 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4934772.000000 Penalty: 5205.034180
	Iteration 15Q: 3 clusters Score -4934772 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4934906.000000 Penalty: 5205.034180
	Iteration 16Q: 3 clusters Score -4934906 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4935001.000000 Penalty: 5205.034180
	Iteration 17Q: 3 clusters Score -4935001 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4935098.500000 Penalty: 5205.034180
	Iteration 18Q: 3 clusters Score -4935098 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4935133.500000 Penalty: 5205.034180
	Iteration 19Q: 3 clusters Score -4935134 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4935172.000000 Penalty: 5205.034180
	Iteration 20F: 3 clusters Score -4935172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4935192.000000 Penalty: 5205.034180
	Iteration 21Q: 3 clusters Score -4935192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4935211.000000 Penalty: 5205.034180
	Iteration 22Q: 3 clusters Score -4935211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4935215.000000 Penalty: 5205.034180
	Iteration 23Q: 3 clusters Score -4935215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4935236.500000 Penalty: 5205.034180
	Iteration 24Q: 3 clusters Score -4935236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4935239.000000 Penalty: 5205.034180
	Iteration 25Q: 3 clusters Score -4935239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4935245.500000 Penalty: 5205.034180
	Iteration 26Q: 3 clusters Score -4935246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4935265.000000 Penalty: 5205.034180
	Iteration 27Q: 3 clusters Score -4935265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4935267.000000 Penalty: 5205.034180
	Iteration 28Q: 3 clusters Score -4935267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4935266.000000 Penalty: 5205.034180
	Iteration 29Q: 3 clusters Score -4935266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4935268.500000 Penalty: 5205.034180
	Iteration 30Q: 3 clusters Score -4935268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4935274.000000 Penalty: 5205.034180
	Iteration 31Q: 3 clusters Score -4935274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4935281.500000 Penalty: 5205.034180
	Iteration 32Q: 3 clusters Score -4935282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4935284.000000 Penalty: 5205.034180
	Iteration 33Q: 3 clusters Score -4935284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4935285.000000 Penalty: 5205.034180
	Iteration 34Q: 3 clusters Score -4935285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4935285.000000 Penalty: 5205.034180
	Iteration 35Q: 3 clusters Score -4935285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4935287.000000 Penalty: 5205.034180
	Iteration 36Q: 3 clusters Score -4935287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4935287.000000 Penalty: 5205.034180
	Iteration 37Q: 3 clusters Score -4935287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4935290.000000 Penalty: 5205.034180
	Iteration 38Q: 3 clusters Score -4935290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4935287.000000 Penalty: 5205.034180
	Iteration 39Q: 3 clusters Score -4935287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4935284.000000 Penalty: 5205.034180
	Iteration 40F: 3 clusters Score -4935284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4935281.500000 Penalty: 5205.034180
	Iteration 41Q: 3 clusters Score -4935282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4935277.000000 Penalty: 5205.034180
	Iteration 42Q: 3 clusters Score -4935277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4935275.500000 Penalty: 5205.034180
	Iteration 43Q: 3 clusters Score -4935276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4935283.500000 Penalty: 5205.034180
	Iteration 44Q: 3 clusters Score -4935284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4935281.500000 Penalty: 5205.034180
	Iteration 45Q: 3 clusters Score -4935282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4935283.500000 Penalty: 5205.034180
	Iteration 46Q: 3 clusters Score -4935284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4935283.500000 Penalty: 5205.034180
	Iteration 47F: 3 clusters Score -4935284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -547866.375000 Penalty: 2050.136230
	Iteration 0F: 2 clusters Score -547866.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -544013.750000 Penalty: 4100.272461
	Iteration 0F: 3 clusters Score -544013.8 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -544837.187500 Penalty: 4100.272461
	Iteration 1F: 3 clusters Score -544837.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -545031.875000 Penalty: 4100.272461
	Iteration 2F: 3 clusters Score -545031.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -545175.687500 Penalty: 4100.272461
	Iteration 3F: 3 clusters Score -545175.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -545249.625000 Penalty: 4100.272461
	Iteration 4Q: 3 clusters Score -545249.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -545305.562500 Penalty: 4100.272461
	Iteration 5Q: 3 clusters Score -545305.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -545360.312500 Penalty: 4100.272461
	Iteration 6Q: 3 clusters Score -545360.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -545398.312500 Penalty: 4100.272461
	Iteration 7Q: 3 clusters Score -545398.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -545431.312500 Penalty: 4100.272461
	Iteration 8Q: 3 clusters Score -545431.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -545464.937500 Penalty: 4100.272461
	Iteration 9Q: 3 clusters Score -545464.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -545488.312500 Penalty: 4100.272461
	Iteration 10Q: 3 clusters Score -545488.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -545506.812500 Penalty: 4100.272461
	Iteration 11Q: 3 clusters Score -545506.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -545515.750000 Penalty: 4100.272461
	Iteration 12Q: 3 clusters Score -545515.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -545524.062500 Penalty: 4100.272461
	Iteration 13Q: 3 clusters Score -545524.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -545532.187500 Penalty: 4100.272461
	Iteration 14Q: 3 clusters Score -545532.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -545536.187500 Penalty: 4100.272461
	Iteration 15Q: 3 clusters Score -545536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -545538.375000 Penalty: 4100.272461
	Iteration 16Q: 3 clusters Score -545538.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -545543.812500 Penalty: 4100.272461
	Iteration 17Q: 3 clusters Score -545543.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -545549.437500 Penalty: 4100.272461
	Iteration 18Q: 3 clusters Score -545549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -545552.312500 Penalty: 4100.272461
	Iteration 19Q: 3 clusters Score -545552.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -545554.562500 Penalty: 4100.272461
	Iteration 20F: 3 clusters Score -545554.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -545556.625000 Penalty: 4100.272461
	Iteration 21Q: 3 clusters Score -545556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -545557.000000 Penalty: 4100.272461
	Iteration 22Q: 3 clusters Score -545557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -545556.750000 Penalty: 4100.272461
	Iteration 23Q: 3 clusters Score -545556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -545556.625000 Penalty: 4100.272461
	Iteration 24Q: 3 clusters Score -545556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -545557.437500 Penalty: 4100.272461
	Iteration 25Q: 3 clusters Score -545557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -545558.437500 Penalty: 4100.272461
	Iteration 26Q: 3 clusters Score -545558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -545558.812500 Penalty: 4100.272461
	Iteration 27Q: 3 clusters Score -545558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -545559.062500 Penalty: 4100.272461
	Iteration 28Q: 3 clusters Score -545559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -545559.000000 Penalty: 4100.272461
	Iteration 29Q: 3 clusters Score -545559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -545561.000000 Penalty: 4100.272461
	Iteration 30Q: 3 clusters Score -545561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -545561.125000 Penalty: 4100.272461
	Iteration 31Q: 3 clusters Score -545561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -545562.125000 Penalty: 4100.272461
	Iteration 32Q: 3 clusters Score -545562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -545563.437500 Penalty: 4100.272461
	Iteration 33Q: 3 clusters Score -545563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -545564.750000 Penalty: 4100.272461
	Iteration 34Q: 3 clusters Score -545564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -545566.375000 Penalty: 4100.272461
	Iteration 35Q: 3 clusters Score -545566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -545566.187500 Penalty: 4100.272461
	Iteration 36Q: 3 clusters Score -545566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -545570.062500 Penalty: 4100.272461
	Iteration 37Q: 3 clusters Score -545570.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -545573.750000 Penalty: 4100.272461
	Iteration 38Q: 3 clusters Score -545573.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -545578.500000 Penalty: 4100.272461
	Iteration 39Q: 3 clusters Score -545578.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -545581.500000 Penalty: 4100.272461
	Iteration 40F: 3 clusters Score -545581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -545584.750000 Penalty: 4100.272461
	Iteration 41Q: 3 clusters Score -545584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -545588.875000 Penalty: 4100.272461
	Iteration 42Q: 3 clusters Score -545588.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -545591.437500 Penalty: 4100.272461
	Iteration 43Q: 3 clusters Score -545591.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -545595.687500 Penalty: 4100.272461
	Iteration 44Q: 3 clusters Score -545595.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -545599.375000 Penalty: 4100.272461
	Iteration 45Q: 3 clusters Score -545599.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -545603.062500 Penalty: 4100.272461
	Iteration 46Q: 3 clusters Score -545603.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -545606.437500 Penalty: 4100.272461
	Iteration 47Q: 3 clusters Score -545606.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -545607.812500 Penalty: 4100.272461
	Iteration 48Q: 3 clusters Score -545607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -545609.187500 Penalty: 4100.272461
	Iteration 49Q: 3 clusters Score -545609.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -545609.500000 Penalty: 4100.272461
	Iteration 50Q: 3 clusters Score -545609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -545609.312500 Penalty: 4100.272461
	Iteration 51Q: 3 clusters Score -545609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -545610.437500 Penalty: 4100.272461
	Iteration 52Q: 3 clusters Score -545610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -545612.437500 Penalty: 4100.272461
	Iteration 53Q: 3 clusters Score -545612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -545614.062500 Penalty: 4100.272461
	Iteration 54Q: 3 clusters Score -545614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -545613.625000 Penalty: 4100.272461
	Iteration 55Q: 3 clusters Score -545613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -545616.062500 Penalty: 4100.272461
	Iteration 56Q: 3 clusters Score -545616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -545615.812500 Penalty: 4100.272461
	Iteration 57Q: 3 clusters Score -545615.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -545615.812500 Penalty: 4100.272461
	Iteration 58F: 3 clusters Score -545615.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (168293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168293 members 
Entering Unmasked Estep 
Score: -23575876.000000 Penalty: 2984.298584
	Iteration 0F: 2 clusters Score -2.357588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 84105 members 
Entering Unmasked Estep 
Score: -23470972.000000 Penalty: 5968.597168
	Iteration 0F: 3 clusters Score -2.347097e+07 nChanged 80426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
Score: -23517470.000000 Penalty: 5968.597168
	Iteration 1F: 3 clusters Score -2.351747e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -23518202.000000 Penalty: 5968.597168
	Iteration 2Q: 3 clusters Score -2.35182e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -23519202.000000 Penalty: 5968.597168
	Iteration 3Q: 3 clusters Score -2.35192e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
Score: -23520506.000000 Penalty: 5968.597168
	Iteration 4Q: 3 clusters Score -2.352051e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -23522556.000000 Penalty: 5968.597168
	Iteration 5Q: 3 clusters Score -2.352256e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 95539 members 
Entering Unmasked Estep 
Score: -23525838.000000 Penalty: 5968.597168
	Iteration 6Q: 3 clusters Score -2.352584e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 100744 members 
Entering Unmasked Estep 
Score: -23530512.000000 Penalty: 5968.597168
	Iteration 7F: 3 clusters Score -2.353051e+07 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 107547 members 
Entering Unmasked Estep 
Score: -23537218.000000 Penalty: 5968.597168
	Iteration 8F: 3 clusters Score -2.353722e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 115534 members 
Entering Unmasked Estep 
Score: -23545392.000000 Penalty: 5968.597168
	Iteration 9F: 3 clusters Score -2.354539e+07 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 123484 members 
Entering Unmasked Estep 
Score: -23554156.000000 Penalty: 5968.597168
	Iteration 10F: 3 clusters Score -2.355416e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 130115 members 
Entering Unmasked Estep 
Score: -23562260.000000 Penalty: 5968.597168
	Iteration 11F: 3 clusters Score -2.356226e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 134903 members 
Entering Unmasked Estep 
Score: -23567894.000000 Penalty: 5968.597168
	Iteration 12Q: 3 clusters Score -2.356789e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 138539 members 
Entering Unmasked Estep 
Score: -23571318.000000 Penalty: 5968.597168
	Iteration 13Q: 3 clusters Score -2.357132e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 141732 members 
Entering Unmasked Estep 
Score: -23573620.000000 Penalty: 5968.597168
	Iteration 14Q: 3 clusters Score -2.357362e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 144474 members 
Entering Unmasked Estep 
Score: -23575344.000000 Penalty: 5968.597168
	Iteration 15Q: 3 clusters Score -2.357534e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 146895 members 
Entering Unmasked Estep 
Score: -23576248.000000 Penalty: 5968.597168
	Iteration 16Q: 3 clusters Score -2.357625e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 148991 members 
Entering Unmasked Estep 
Score: -23576896.000000 Penalty: 5968.597168
	Iteration 17Q: 3 clusters Score -2.35769e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 150834 members 
Entering Unmasked Estep 
Score: -23577300.000000 Penalty: 5968.597168
	Iteration 18Q: 3 clusters Score -2.35773e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 152434 members 
Entering Unmasked Estep 
Score: -23577462.000000 Penalty: 5968.597168
	Iteration 19Q: 3 clusters Score -2.357746e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 153874 members 
Entering Unmasked Estep 
Score: -23577702.000000 Penalty: 5968.597168
	Iteration 20F: 3 clusters Score -2.35777e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 155143 members 
Entering Unmasked Estep 
Score: -23577672.000000 Penalty: 5968.597168
	Iteration 21Q: 3 clusters Score -2.357767e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 156264 members 
Entering Unmasked Estep 
Score: -23577564.000000 Penalty: 5968.597168
	Iteration 22Q: 3 clusters Score -2.357756e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 157237 members 
Entering Unmasked Estep 
Score: -23577544.000000 Penalty: 5968.597168
	Iteration 23Q: 3 clusters Score -2.357754e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 158090 members 
Entering Unmasked Estep 
Score: -23577464.000000 Penalty: 5968.597168
	Iteration 24Q: 3 clusters Score -2.357746e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 158867 members 
Entering Unmasked Estep 
Score: -23577354.000000 Penalty: 5968.597168
	Iteration 25Q: 3 clusters Score -2.357735e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 159522 members 
Entering Unmasked Estep 
Score: -23577226.000000 Penalty: 5968.597168
	Iteration 26Q: 3 clusters Score -2.357723e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 160130 members 
Entering Unmasked Estep 
Score: -23577064.000000 Penalty: 5968.597168
	Iteration 27Q: 3 clusters Score -2.357706e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 160645 members 
Entering Unmasked Estep 
Score: -23576946.000000 Penalty: 5968.597168
	Iteration 28Q: 3 clusters Score -2.357695e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 161075 members 
Entering Unmasked Estep 
Score: -23576788.000000 Penalty: 5968.597168
	Iteration 29Q: 3 clusters Score -2.357679e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 161443 members 
Entering Unmasked Estep 
Score: -23576672.000000 Penalty: 5968.597168
	Iteration 30Q: 3 clusters Score -2.357667e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 161731 members 
Entering Unmasked Estep 
Score: -23576556.000000 Penalty: 5968.597168
	Iteration 31Q: 3 clusters Score -2.357656e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 161994 members 
Entering Unmasked Estep 
Score: -23576458.000000 Penalty: 5968.597168
	Iteration 32Q: 3 clusters Score -2.357646e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 162279 members 
Entering Unmasked Estep 
Score: -23576366.000000 Penalty: 5968.597168
	Iteration 33Q: 3 clusters Score -2.357637e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 162530 members 
Entering Unmasked Estep 
Score: -23576294.000000 Penalty: 5968.597168
	Iteration 34Q: 3 clusters Score -2.357629e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 162741 members 
Entering Unmasked Estep 
Score: -23576178.000000 Penalty: 5968.597168
	Iteration 35Q: 3 clusters Score -2.357618e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 162928 members 
Entering Unmasked Estep 
Score: -23576104.000000 Penalty: 5968.597168
	Iteration 36Q: 3 clusters Score -2.35761e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 163119 members 
Entering Unmasked Estep 
Score: -23576056.000000 Penalty: 5968.597168
	Iteration 37Q: 3 clusters Score -2.357606e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 163278 members 
Entering Unmasked Estep 
Score: -23576002.000000 Penalty: 5968.597168
	Iteration 38Q: 3 clusters Score -2.3576e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 163437 members 
Entering Unmasked Estep 
Score: -23575930.000000 Penalty: 5968.597168
	Iteration 39Q: 3 clusters Score -2.357593e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 163592 members 
Entering Unmasked Estep 
Score: -23575824.000000 Penalty: 5968.597168
	Iteration 40F: 3 clusters Score -2.357582e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 163731 members 
Entering Unmasked Estep 
Score: -23575744.000000 Penalty: 5968.597168
	Iteration 41Q: 3 clusters Score -2.357574e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 163861 members 
Entering Unmasked Estep 
Score: -23575682.000000 Penalty: 5968.597168
	Iteration 42Q: 3 clusters Score -2.357568e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 163977 members 
Entering Unmasked Estep 
Score: -23575644.000000 Penalty: 5968.597168
	Iteration 43Q: 3 clusters Score -2.357564e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -23575612.000000 Penalty: 5968.597168
	Iteration 44Q: 3 clusters Score -2.357561e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 164170 members 
Entering Unmasked Estep 
Score: -23575616.000000 Penalty: 5968.597168
	Iteration 45Q: 3 clusters Score -2.357562e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 164261 members 
Entering Unmasked Estep 
Score: -23575598.000000 Penalty: 5968.597168
	Iteration 46Q: 3 clusters Score -2.35756e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 164324 members 
Entering Unmasked Estep 
Score: -23575612.000000 Penalty: 5968.597168
	Iteration 47Q: 3 clusters Score -2.357561e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 164374 members 
Entering Unmasked Estep 
Score: -23575584.000000 Penalty: 5968.597168
	Iteration 48Q: 3 clusters Score -2.357558e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 164423 members 
Entering Unmasked Estep 
Score: -23575588.000000 Penalty: 5968.597168
	Iteration 49Q: 3 clusters Score -2.357559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 164460 members 
Entering Unmasked Estep 
Score: -23575574.000000 Penalty: 5968.597168
	Iteration 50Q: 3 clusters Score -2.357557e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 164497 members 
Entering Unmasked Estep 
Score: -23575566.000000 Penalty: 5968.597168
	Iteration 51Q: 3 clusters Score -2.357557e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 164534 members 
Entering Unmasked Estep 
Score: -23575566.000000 Penalty: 5968.597168
	Iteration 52Q: 3 clusters Score -2.357557e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 164564 members 
Entering Unmasked Estep 
Score: -23575564.000000 Penalty: 5968.597168
	Iteration 53Q: 3 clusters Score -2.357556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 164589 members 
Entering Unmasked Estep 
Score: -23575538.000000 Penalty: 5968.597168
	Iteration 54Q: 3 clusters Score -2.357554e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 164620 members 
Entering Unmasked Estep 
Score: -23575536.000000 Penalty: 5968.597168
	Iteration 55Q: 3 clusters Score -2.357554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 164657 members 
Entering Unmasked Estep 
Score: -23575522.000000 Penalty: 5968.597168
	Iteration 56Q: 3 clusters Score -2.357552e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 164702 members 
Entering Unmasked Estep 
Score: -23575490.000000 Penalty: 5968.597168
	Iteration 57Q: 3 clusters Score -2.357549e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 164742 members 
Entering Unmasked Estep 
Score: -23575472.000000 Penalty: 5968.597168
	Iteration 58Q: 3 clusters Score -2.357547e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 164782 members 
Entering Unmasked Estep 
Score: -23575414.000000 Penalty: 5968.597168
	Iteration 59Q: 3 clusters Score -2.357541e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 164824 members 
Entering Unmasked Estep 
Score: -23575416.000000 Penalty: 5968.597168
	Iteration 60F: 3 clusters Score -2.357542e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 164856 members 
Entering Unmasked Estep 
Score: -23575412.000000 Penalty: 5968.597168
	Iteration 61Q: 3 clusters Score -2.357541e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 164894 members 
Entering Unmasked Estep 
Score: -23575398.000000 Penalty: 5968.597168
	Iteration 62Q: 3 clusters Score -2.35754e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 164923 members 
Entering Unmasked Estep 
Score: -23575390.000000 Penalty: 5968.597168
	Iteration 63Q: 3 clusters Score -2.357539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 164936 members 
Entering Unmasked Estep 
Score: -23575380.000000 Penalty: 5968.597168
	Iteration 64Q: 3 clusters Score -2.357538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 164951 members 
Entering Unmasked Estep 
Score: -23575378.000000 Penalty: 5968.597168
	Iteration 65Q: 3 clusters Score -2.357538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 164965 members 
Entering Unmasked Estep 
Score: -23575398.000000 Penalty: 5968.597168
	Iteration 66Q: 3 clusters Score -2.35754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 164980 members 
Entering Unmasked Estep 
Score: -23575394.000000 Penalty: 5968.597168
	Iteration 67Q: 3 clusters Score -2.357539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 164991 members 
Entering Unmasked Estep 
Score: -23575400.000000 Penalty: 5968.597168
	Iteration 68Q: 3 clusters Score -2.35754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -23575410.000000 Penalty: 5968.597168
	Iteration 69Q: 3 clusters Score -2.357541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -23575402.000000 Penalty: 5968.597168
	Iteration 70Q: 3 clusters Score -2.35754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 165009 members 
Entering Unmasked Estep 
Score: -23575388.000000 Penalty: 5968.597168
	Iteration 71Q: 3 clusters Score -2.357539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 165012 members 
Entering Unmasked Estep 
Score: -23575402.000000 Penalty: 5968.597168
	Iteration 72Q: 3 clusters Score -2.35754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 165014 members 
Entering Unmasked Estep 
Score: -23575404.000000 Penalty: 5968.597168
	Iteration 73Q: 3 clusters Score -2.35754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 165016 members 
Entering Unmasked Estep 
Score: -23575392.000000 Penalty: 5968.597168
	Iteration 74Q: 3 clusters Score -2.357539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -23575390.000000 Penalty: 5968.597168
	Iteration 75Q: 3 clusters Score -2.357539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -23575384.000000 Penalty: 5968.597168
	Iteration 76Q: 3 clusters Score -2.357538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 165020 members 
Entering Unmasked Estep 
Score: -23575386.000000 Penalty: 5968.597168
	Iteration 77Q: 3 clusters Score -2.357539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -23575386.000000 Penalty: 5968.597168
	Iteration 78Q: 3 clusters Score -2.357539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 165025 members 
Entering Unmasked Estep 
Score: -23575392.000000 Penalty: 5968.597168
	Iteration 79Q: 3 clusters Score -2.357539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 165029 members 
Entering Unmasked Estep 
Score: -23575376.000000 Penalty: 5968.597168
	Iteration 80F: 3 clusters Score -2.357538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 165033 members 
Entering Unmasked Estep 
Score: -23575378.000000 Penalty: 5968.597168
	Iteration 81Q: 3 clusters Score -2.357538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 165041 members 
Entering Unmasked Estep 
Score: -23575372.000000 Penalty: 5968.597168
	Iteration 82Q: 3 clusters Score -2.357537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 165046 members 
Entering Unmasked Estep 
Score: -23575374.000000 Penalty: 5968.597168
	Iteration 83Q: 3 clusters Score -2.357537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 165052 members 
Entering Unmasked Estep 
Score: -23575380.000000 Penalty: 5968.597168
	Iteration 84Q: 3 clusters Score -2.357538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -23575380.000000 Penalty: 5968.597168
	Iteration 85Q: 3 clusters Score -2.357538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 165068 members 
Entering Unmasked Estep 
Score: -23575380.000000 Penalty: 5968.597168
	Iteration 86Q: 3 clusters Score -2.357538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
Score: -23575374.000000 Penalty: 5968.597168
	Iteration 87Q: 3 clusters Score -2.357537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 165097 members 
Entering Unmasked Estep 
Score: -23575342.000000 Penalty: 5968.597168
	Iteration 88Q: 3 clusters Score -2.357534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 165109 members 
Entering Unmasked Estep 
Score: -23575340.000000 Penalty: 5968.597168
	Iteration 89Q: 3 clusters Score -2.357534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 165124 members 
Entering Unmasked Estep 
Score: -23575328.000000 Penalty: 5968.597168
	Iteration 90Q: 3 clusters Score -2.357533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 165137 members 
Entering Unmasked Estep 
Score: -23575324.000000 Penalty: 5968.597168
	Iteration 91Q: 3 clusters Score -2.357532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 165158 members 
Entering Unmasked Estep 
Score: -23575312.000000 Penalty: 5968.597168
	Iteration 92Q: 3 clusters Score -2.357531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 165168 members 
Entering Unmasked Estep 
Score: -23575292.000000 Penalty: 5968.597168
	Iteration 93Q: 3 clusters Score -2.357529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -23575290.000000 Penalty: 5968.597168
	Iteration 94Q: 3 clusters Score -2.357529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
Score: -23575270.000000 Penalty: 5968.597168
	Iteration 95Q: 3 clusters Score -2.357527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 165192 members 
Entering Unmasked Estep 
Score: -23575270.000000 Penalty: 5968.597168
	Iteration 96Q: 3 clusters Score -2.357527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 165202 members 
Entering Unmasked Estep 
Score: -23575272.000000 Penalty: 5968.597168
	Iteration 97Q: 3 clusters Score -2.357527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 165211 members 
Entering Unmasked Estep 
Score: -23575268.000000 Penalty: 5968.597168
	Iteration 98Q: 3 clusters Score -2.357527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 165222 members 
Entering Unmasked Estep 
Score: -23575268.000000 Penalty: 5968.597168
	Iteration 99Q: 3 clusters Score -2.357527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 165231 members 
Entering Unmasked Estep 
Score: -23575258.000000 Penalty: 5968.597168
	Iteration 100F: 3 clusters Score -2.357526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 165237 members 
Entering Unmasked Estep 
Score: -23575268.000000 Penalty: 5968.597168
	Iteration 101Q: 3 clusters Score -2.357527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 165241 members 
Entering Unmasked Estep 
Score: -23575252.000000 Penalty: 5968.597168
	Iteration 102Q: 3 clusters Score -2.357525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 165243 members 
Entering Unmasked Estep 
Score: -23575264.000000 Penalty: 5968.597168
	Iteration 103Q: 3 clusters Score -2.357526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 165250 members 
Entering Unmasked Estep 
Score: -23575250.000000 Penalty: 5968.597168
	Iteration 104Q: 3 clusters Score -2.357525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 165262 members 
Entering Unmasked Estep 
Score: -23575262.000000 Penalty: 5968.597168
	Iteration 105Q: 3 clusters Score -2.357526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 165274 members 
Entering Unmasked Estep 
Score: -23575260.000000 Penalty: 5968.597168
	Iteration 106Q: 3 clusters Score -2.357526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 165287 members 
Entering Unmasked Estep 
Score: -23575240.000000 Penalty: 5968.597168
	Iteration 107Q: 3 clusters Score -2.357524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 165293 members 
Entering Unmasked Estep 
Score: -23575238.000000 Penalty: 5968.597168
	Iteration 108Q: 3 clusters Score -2.357524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 165301 members 
Entering Unmasked Estep 
Score: -23575242.000000 Penalty: 5968.597168
	Iteration 109Q: 3 clusters Score -2.357524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 165305 members 
Entering Unmasked Estep 
Score: -23575228.000000 Penalty: 5968.597168
	Iteration 110Q: 3 clusters Score -2.357523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 165310 members 
Entering Unmasked Estep 
Score: -23575218.000000 Penalty: 5968.597168
	Iteration 111Q: 3 clusters Score -2.357522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 165321 members 
Entering Unmasked Estep 
Score: -23575210.000000 Penalty: 5968.597168
	Iteration 112Q: 3 clusters Score -2.357521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 165330 members 
Entering Unmasked Estep 
Score: -23575214.000000 Penalty: 5968.597168
	Iteration 113Q: 3 clusters Score -2.357521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 165334 members 
Entering Unmasked Estep 
Score: -23575214.000000 Penalty: 5968.597168
	Iteration 114Q: 3 clusters Score -2.357521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 165337 members 
Entering Unmasked Estep 
Score: -23575208.000000 Penalty: 5968.597168
	Iteration 115Q: 3 clusters Score -2.357521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 165342 members 
Entering Unmasked Estep 
Score: -23575200.000000 Penalty: 5968.597168
	Iteration 116Q: 3 clusters Score -2.35752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 165344 members 
Entering Unmasked Estep 
Score: -23575204.000000 Penalty: 5968.597168
	Iteration 117Q: 3 clusters Score -2.35752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 165345 members 
Entering Unmasked Estep 
Score: -23575214.000000 Penalty: 5968.597168
	Iteration 118Q: 3 clusters Score -2.357521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 165348 members 
Entering Unmasked Estep 
Score: -23575226.000000 Penalty: 5968.597168
	Iteration 119Q: 3 clusters Score -2.357523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 165351 members 
Entering Unmasked Estep 
Score: -23575216.000000 Penalty: 5968.597168
	Iteration 120F: 3 clusters Score -2.357522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 165353 members 
Entering Unmasked Estep 
Score: -23575208.000000 Penalty: 5968.597168
	Iteration 121Q: 3 clusters Score -2.357521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 165354 members 
Entering Unmasked Estep 
Score: -23575210.000000 Penalty: 5968.597168
	Iteration 122Q: 3 clusters Score -2.357521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 165356 members 
Entering Unmasked Estep 
Score: -23575204.000000 Penalty: 5968.597168
	Iteration 123Q: 3 clusters Score -2.35752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 165357 members 
Entering Unmasked Estep 
Score: -23575222.000000 Penalty: 5968.597168
	Iteration 124Q: 3 clusters Score -2.357522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -23575210.000000 Penalty: 5968.597168
	Iteration 125Q: 3 clusters Score -2.357521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 165360 members 
Entering Unmasked Estep 
Score: -23575204.000000 Penalty: 5968.597168
	Iteration 126Q: 3 clusters Score -2.35752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 165360 members 
Entering Unmasked Estep 
Score: -23575192.000000 Penalty: 5968.597168
	Iteration 127Q: 3 clusters Score -2.357519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 165360 members 
Entering Unmasked Estep 
Score: -23575192.000000 Penalty: 5968.597168
	Iteration 128F: 3 clusters Score -2.357519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -65332.414062 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -65332.41 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 274 members 
Entering Unmasked Estep 
Score: -64013.957031 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -64013.96 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64636.460938 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -64636.46 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -65146.929688 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -65146.93 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -65757.000000 Penalty: 3130.620361
	Iteration 3F: 3 clusters Score -65757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -65987.593750 Penalty: 3130.620361
	Iteration 4F: 3 clusters Score -65987.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -66063.648438 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -66063.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -66072.632812 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -66072.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -66072.632812 Penalty: 3130.620361
	Iteration 7F: 3 clusters Score -66072.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33363 members 
Mstep: Class 3 contains 118180 members 
Mstep: Class 4 contains 57973 members 
Mstep: Class 5 contains 70140 members 
Mstep: Class 6 contains 118157 members 
Mstep: Class 7 contains 102720 members 
Mstep: Class 8 contains 3442 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153623 members 
Mstep: Class 11 contains 19898 members 
Mstep: Class 12 contains 76889 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 8484 members 
Mstep: Class 15 contains 36099 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 168293 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 19 contains 38183 members 
Mstep: Class 20 contains 41805 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 124 members 
Entering Unmasked Estep 
Score: -147038320.000000 Penalty: 75686.148438
Splitting cluster 18 changes total score from -147039472.000000 to -147038320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (38183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Entering Unmasked Estep 
Score: -5457073.000000 Penalty: 2616.436279
	Iteration 0F: 2 clusters Score -5457073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -5431101.500000 Penalty: 5232.872559
	Iteration 0F: 3 clusters Score -5431102 nChanged 17441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -5440404.000000 Penalty: 5232.872559
	Iteration 1F: 3 clusters Score -5440404 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -5440838.000000 Penalty: 5232.872559
	Iteration 2Q: 3 clusters Score -5440838 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -5441171.000000 Penalty: 5232.872559
	Iteration 3Q: 3 clusters Score -5441171 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -5441503.500000 Penalty: 5232.872559
	Iteration 4Q: 3 clusters Score -5441504 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5441834.500000 Penalty: 5232.872559
	Iteration 5Q: 3 clusters Score -5441834 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5442163.500000 Penalty: 5232.872559
	Iteration 6Q: 3 clusters Score -5442164 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -5442604.500000 Penalty: 5232.872559
	Iteration 7Q: 3 clusters Score -5442604 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -5443149.500000 Penalty: 5232.872559
	Iteration 8Q: 3 clusters Score -5443150 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -5444058.500000 Penalty: 5232.872559
	Iteration 9Q: 3 clusters Score -5444058 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -5445345.500000 Penalty: 5232.872559
	Iteration 10F: 3 clusters Score -5445346 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -5447136.000000 Penalty: 5232.872559
	Iteration 11F: 3 clusters Score -5447136 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -5449322.500000 Penalty: 5232.872559
	Iteration 12F: 3 clusters Score -5449322 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -5451204.000000 Penalty: 5232.872559
	Iteration 13F: 3 clusters Score -5451204 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -5452334.500000 Penalty: 5232.872559
	Iteration 14Q: 3 clusters Score -5452334 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -5452940.000000 Penalty: 5232.872559
	Iteration 15Q: 3 clusters Score -5452940 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -5453287.500000 Penalty: 5232.872559
	Iteration 16Q: 3 clusters Score -5453288 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -5453517.500000 Penalty: 5232.872559
	Iteration 17Q: 3 clusters Score -5453518 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -5453711.000000 Penalty: 5232.872559
	Iteration 18Q: 3 clusters Score -5453711 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -5453884.500000 Penalty: 5232.872559
	Iteration 19Q: 3 clusters Score -5453884 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -5454030.500000 Penalty: 5232.872559
	Iteration 20F: 3 clusters Score -5454030 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -5454140.500000 Penalty: 5232.872559
	Iteration 21Q: 3 clusters Score -5454140 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -5454249.500000 Penalty: 5232.872559
	Iteration 22Q: 3 clusters Score -5454250 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -5454347.500000 Penalty: 5232.872559
	Iteration 23Q: 3 clusters Score -5454348 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -5454416.000000 Penalty: 5232.872559
	Iteration 24Q: 3 clusters Score -5454416 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -5454488.000000 Penalty: 5232.872559
	Iteration 25Q: 3 clusters Score -5454488 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -5454525.500000 Penalty: 5232.872559
	Iteration 26Q: 3 clusters Score -5454526 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -5454579.500000 Penalty: 5232.872559
	Iteration 27Q: 3 clusters Score -5454580 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -5454621.000000 Penalty: 5232.872559
	Iteration 28Q: 3 clusters Score -5454621 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -5454675.000000 Penalty: 5232.872559
	Iteration 29Q: 3 clusters Score -5454675 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -5454700.000000 Penalty: 5232.872559
	Iteration 30Q: 3 clusters Score -5454700 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -5454743.000000 Penalty: 5232.872559
	Iteration 31Q: 3 clusters Score -5454743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -5454779.500000 Penalty: 5232.872559
	Iteration 32Q: 3 clusters Score -5454780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -5454797.000000 Penalty: 5232.872559
	Iteration 33Q: 3 clusters Score -5454797 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -5454824.500000 Penalty: 5232.872559
	Iteration 34Q: 3 clusters Score -5454824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -5454819.500000 Penalty: 5232.872559
	Iteration 35Q: 3 clusters Score -5454820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -5454841.500000 Penalty: 5232.872559
	Iteration 36Q: 3 clusters Score -5454842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -5454854.500000 Penalty: 5232.872559
	Iteration 37Q: 3 clusters Score -5454854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -5454866.500000 Penalty: 5232.872559
	Iteration 38Q: 3 clusters Score -5454866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -5454876.500000 Penalty: 5232.872559
	Iteration 39Q: 3 clusters Score -5454876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -5454884.000000 Penalty: 5232.872559
	Iteration 40F: 3 clusters Score -5454884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -5454883.500000 Penalty: 5232.872559
	Iteration 41Q: 3 clusters Score -5454884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -5454894.500000 Penalty: 5232.872559
	Iteration 42Q: 3 clusters Score -5454894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -5454903.000000 Penalty: 5232.872559
	Iteration 43Q: 3 clusters Score -5454903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -5454921.000000 Penalty: 5232.872559
	Iteration 44Q: 3 clusters Score -5454921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -5454928.000000 Penalty: 5232.872559
	Iteration 45Q: 3 clusters Score -5454928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -5454938.000000 Penalty: 5232.872559
	Iteration 46Q: 3 clusters Score -5454938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -5454942.000000 Penalty: 5232.872559
	Iteration 47Q: 3 clusters Score -5454942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -5454933.500000 Penalty: 5232.872559
	Iteration 48Q: 3 clusters Score -5454934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -5454934.500000 Penalty: 5232.872559
	Iteration 49Q: 3 clusters Score -5454934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -5454935.000000 Penalty: 5232.872559
	Iteration 50Q: 3 clusters Score -5454935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -5454925.500000 Penalty: 5232.872559
	Iteration 51Q: 3 clusters Score -5454926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -5454933.500000 Penalty: 5232.872559
	Iteration 52Q: 3 clusters Score -5454934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -5454936.000000 Penalty: 5232.872559
	Iteration 53Q: 3 clusters Score -5454936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5454935.500000 Penalty: 5232.872559
	Iteration 54Q: 3 clusters Score -5454936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -5454929.500000 Penalty: 5232.872559
	Iteration 55Q: 3 clusters Score -5454930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -5454932.500000 Penalty: 5232.872559
	Iteration 56Q: 3 clusters Score -5454932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -5454925.500000 Penalty: 5232.872559
	Iteration 57Q: 3 clusters Score -5454926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -5454927.500000 Penalty: 5232.872559
	Iteration 58Q: 3 clusters Score -5454928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -5454931.000000 Penalty: 5232.872559
	Iteration 59Q: 3 clusters Score -5454931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -5454931.500000 Penalty: 5232.872559
	Iteration 60F: 3 clusters Score -5454932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -5454943.500000 Penalty: 5232.872559
	Iteration 61Q: 3 clusters Score -5454944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -5454939.000000 Penalty: 5232.872559
	Iteration 62Q: 3 clusters Score -5454939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -5454935.500000 Penalty: 5232.872559
	Iteration 63Q: 3 clusters Score -5454936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -5454935.500000 Penalty: 5232.872559
	Iteration 64Q: 3 clusters Score -5454936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -5454939.000000 Penalty: 5232.872559
	Iteration 65Q: 3 clusters Score -5454939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5454940.500000 Penalty: 5232.872559
	Iteration 66Q: 3 clusters Score -5454940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -5454932.000000 Penalty: 5232.872559
	Iteration 67Q: 3 clusters Score -5454932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -5454929.000000 Penalty: 5232.872559
	Iteration 68Q: 3 clusters Score -5454929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -5454930.000000 Penalty: 5232.872559
	Iteration 69Q: 3 clusters Score -5454930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -5454932.500000 Penalty: 5232.872559
	Iteration 70Q: 3 clusters Score -5454932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -5454932.500000 Penalty: 5232.872559
	Iteration 71F: 3 clusters Score -5454932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Entering Unmasked Estep 
Score: -5973607.500000 Penalty: 2638.911133
	Iteration 0F: 2 clusters Score -5973608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -5945253.500000 Penalty: 5277.822266
	Iteration 0F: 3 clusters Score -5945254 nChanged 19041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -5955673.500000 Penalty: 5277.822266
	Iteration 1F: 3 clusters Score -5955674 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -5956027.000000 Penalty: 5277.822266
	Iteration 2Q: 3 clusters Score -5956027 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -5956416.500000 Penalty: 5277.822266
	Iteration 3Q: 3 clusters Score -5956416 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -5956866.500000 Penalty: 5277.822266
	Iteration 4Q: 3 clusters Score -5956866 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -5957374.000000 Penalty: 5277.822266
	Iteration 5Q: 3 clusters Score -5957374 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -5958090.000000 Penalty: 5277.822266
	Iteration 6Q: 3 clusters Score -5958090 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -5959011.500000 Penalty: 5277.822266
	Iteration 7Q: 3 clusters Score -5959012 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -5960388.000000 Penalty: 5277.822266
	Iteration 8F: 3 clusters Score -5960388 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -5962351.000000 Penalty: 5277.822266
	Iteration 9F: 3 clusters Score -5962351 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -5964547.000000 Penalty: 5277.822266
	Iteration 10F: 3 clusters Score -5964547 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -5966625.000000 Penalty: 5277.822266
	Iteration 11F: 3 clusters Score -5966625 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -5968246.000000 Penalty: 5277.822266
	Iteration 12Q: 3 clusters Score -5968246 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -5969278.500000 Penalty: 5277.822266
	Iteration 13Q: 3 clusters Score -5969278 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -5969992.500000 Penalty: 5277.822266
	Iteration 14Q: 3 clusters Score -5969992 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -5970414.500000 Penalty: 5277.822266
	Iteration 15Q: 3 clusters Score -5970414 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -5970694.500000 Penalty: 5277.822266
	Iteration 16Q: 3 clusters Score -5970694 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -5970882.500000 Penalty: 5277.822266
	Iteration 17Q: 3 clusters Score -5970882 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -5971033.500000 Penalty: 5277.822266
	Iteration 18Q: 3 clusters Score -5971034 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5971130.500000 Penalty: 5277.822266
	Iteration 19Q: 3 clusters Score -5971130 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -5971193.500000 Penalty: 5277.822266
	Iteration 20F: 3 clusters Score -5971194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -5971240.000000 Penalty: 5277.822266
	Iteration 21Q: 3 clusters Score -5971240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -5971263.000000 Penalty: 5277.822266
	Iteration 22Q: 3 clusters Score -5971263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -5971290.000000 Penalty: 5277.822266
	Iteration 23Q: 3 clusters Score -5971290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -5971297.000000 Penalty: 5277.822266
	Iteration 24Q: 3 clusters Score -5971297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -5971318.500000 Penalty: 5277.822266
	Iteration 25Q: 3 clusters Score -5971318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -5971328.500000 Penalty: 5277.822266
	Iteration 26Q: 3 clusters Score -5971328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5971339.000000 Penalty: 5277.822266
	Iteration 27Q: 3 clusters Score -5971339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -5971336.000000 Penalty: 5277.822266
	Iteration 28Q: 3 clusters Score -5971336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5971334.500000 Penalty: 5277.822266
	Iteration 29Q: 3 clusters Score -5971334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -5971333.500000 Penalty: 5277.822266
	Iteration 30Q: 3 clusters Score -5971334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5971338.000000 Penalty: 5277.822266
	Iteration 31Q: 3 clusters Score -5971338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5971332.000000 Penalty: 5277.822266
	Iteration 32Q: 3 clusters Score -5971332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -5971331.500000 Penalty: 5277.822266
	Iteration 33Q: 3 clusters Score -5971332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -5971343.500000 Penalty: 5277.822266
	Iteration 34Q: 3 clusters Score -5971344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5971343.000000 Penalty: 5277.822266
	Iteration 35Q: 3 clusters Score -5971343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5971343.000000 Penalty: 5277.822266
	Iteration 36F: 3 clusters Score -5971343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -193273.781250 Penalty: 1794.790649
	Iteration 0F: 2 clusters Score -193273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -191030.687500 Penalty: 3589.581299
	Iteration 0F: 3 clusters Score -191030.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -191416.046875 Penalty: 3589.581299
	Iteration 1F: 3 clusters Score -191416 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -191574.812500 Penalty: 3589.581299
	Iteration 2F: 3 clusters Score -191574.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -191726.125000 Penalty: 3589.581299
	Iteration 3F: 3 clusters Score -191726.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -191884.031250 Penalty: 3589.581299
	Iteration 4Q: 3 clusters Score -191884 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -191964.453125 Penalty: 3589.581299
	Iteration 5Q: 3 clusters Score -191964.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -192035.765625 Penalty: 3589.581299
	Iteration 6Q: 3 clusters Score -192035.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -192105.843750 Penalty: 3589.581299
	Iteration 7Q: 3 clusters Score -192105.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -192186.140625 Penalty: 3589.581299
	Iteration 8Q: 3 clusters Score -192186.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -192249.640625 Penalty: 3589.581299
	Iteration 9Q: 3 clusters Score -192249.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -192301.312500 Penalty: 3589.581299
	Iteration 10Q: 3 clusters Score -192301.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -192350.703125 Penalty: 3589.581299
	Iteration 11Q: 3 clusters Score -192350.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -192389.984375 Penalty: 3589.581299
	Iteration 12Q: 3 clusters Score -192390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -192425.453125 Penalty: 3589.581299
	Iteration 13Q: 3 clusters Score -192425.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -192457.953125 Penalty: 3589.581299
	Iteration 14Q: 3 clusters Score -192458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -192479.890625 Penalty: 3589.581299
	Iteration 15Q: 3 clusters Score -192479.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -192507.453125 Penalty: 3589.581299
	Iteration 16Q: 3 clusters Score -192507.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -192532.343750 Penalty: 3589.581299
	Iteration 17Q: 3 clusters Score -192532.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -192543.968750 Penalty: 3589.581299
	Iteration 18Q: 3 clusters Score -192544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -192550.546875 Penalty: 3589.581299
	Iteration 19Q: 3 clusters Score -192550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -192555.281250 Penalty: 3589.581299
	Iteration 20F: 3 clusters Score -192555.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -192558.109375 Penalty: 3589.581299
	Iteration 21Q: 3 clusters Score -192558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -192558.109375 Penalty: 3589.581299
	Iteration 22F: 3 clusters Score -192558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33363 members 
Mstep: Class 3 contains 118180 members 
Mstep: Class 4 contains 57973 members 
Mstep: Class 5 contains 70140 members 
Mstep: Class 6 contains 118157 members 
Mstep: Class 7 contains 102720 members 
Mstep: Class 8 contains 3442 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153623 members 
Mstep: Class 11 contains 19898 members 
Mstep: Class 12 contains 76889 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 8484 members 
Mstep: Class 15 contains 36099 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 168293 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38183 members 
Mstep: Class 20 contains 41805 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039552.000000 Penalty: 72245.875000
Iteration 159Q: 22 clusters Score -1.470396e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33200 members 
Mstep: Class 3 contains 117500 members 
Mstep: Class 4 contains 57940 members 
Mstep: Class 5 contains 71057 members 
Mstep: Class 6 contains 118142 members 
Mstep: Class 7 contains 102728 members 
Mstep: Class 8 contains 3446 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153622 members 
Mstep: Class 11 contains 19937 members 
Mstep: Class 12 contains 76950 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 8409 members 
Mstep: Class 15 contains 36106 members 
Mstep: Class 16 contains 3890 members 
Mstep: Class 17 contains 168248 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38175 members 
Mstep: Class 20 contains 41791 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039136.000000 Penalty: 72245.875000
Iteration 160F: 22 clusters Score -1.470391e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33039 members 
Mstep: Class 3 contains 116815 members 
Mstep: Class 4 contains 57932 members 
Mstep: Class 5 contains 72019 members 
Mstep: Class 6 contains 118071 members 
Mstep: Class 7 contains 102745 members 
Mstep: Class 8 contains 3447 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153594 members 
Mstep: Class 11 contains 19998 members 
Mstep: Class 12 contains 76999 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 8339 members 
Mstep: Class 15 contains 36123 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 168201 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38161 members 
Mstep: Class 20 contains 41770 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039344.000000 Penalty: 72245.875000
Iteration 161Q: 22 clusters Score -1.470393e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 32881 members 
Mstep: Class 3 contains 116160 members 
Mstep: Class 4 contains 57919 members 
Mstep: Class 5 contains 72992 members 
Mstep: Class 6 contains 117950 members 
Mstep: Class 7 contains 102764 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153569 members 
Mstep: Class 11 contains 20048 members 
Mstep: Class 12 contains 77042 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 8248 members 
Mstep: Class 15 contains 36133 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 168194 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38151 members 
Mstep: Class 20 contains 41750 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039392.000000 Penalty: 72245.875000
Iteration 162Q: 22 clusters Score -1.470394e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 32687 members 
Mstep: Class 3 contains 115572 members 
Mstep: Class 4 contains 57887 members 
Mstep: Class 5 contains 73948 members 
Mstep: Class 6 contains 117850 members 
Mstep: Class 7 contains 102783 members 
Mstep: Class 8 contains 3455 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153539 members 
Mstep: Class 11 contains 20084 members 
Mstep: Class 12 contains 77099 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 8165 members 
Mstep: Class 15 contains 36142 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 168175 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 41728 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039472.000000 Penalty: 72245.875000
Iteration 163Q: 22 clusters Score -1.470395e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 32503 members 
Mstep: Class 3 contains 115008 members 
Mstep: Class 4 contains 57848 members 
Mstep: Class 5 contains 74901 members 
Mstep: Class 6 contains 117729 members 
Mstep: Class 7 contains 102788 members 
Mstep: Class 8 contains 3456 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153551 members 
Mstep: Class 11 contains 20117 members 
Mstep: Class 12 contains 77152 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 8080 members 
Mstep: Class 15 contains 36155 members 
Mstep: Class 16 contains 3889 members 
Mstep: Class 17 contains 168138 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38118 members 
Mstep: Class 20 contains 41708 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039456.000000 Penalty: 72245.875000
Iteration 164Q: 22 clusters Score -1.470395e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 32332 members 
Mstep: Class 3 contains 114492 members 
Mstep: Class 4 contains 57807 members 
Mstep: Class 5 contains 75813 members 
Mstep: Class 6 contains 117614 members 
Mstep: Class 7 contains 102750 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153564 members 
Mstep: Class 11 contains 20141 members 
Mstep: Class 12 contains 77197 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 7995 members 
Mstep: Class 15 contains 36175 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 168110 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38099 members 
Mstep: Class 20 contains 41705 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039472.000000 Penalty: 72245.875000
Iteration 165Q: 22 clusters Score -1.470395e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 32166 members 
Mstep: Class 3 contains 113967 members 
Mstep: Class 4 contains 57768 members 
Mstep: Class 5 contains 76772 members 
Mstep: Class 6 contains 117503 members 
Mstep: Class 7 contains 102689 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153576 members 
Mstep: Class 11 contains 20175 members 
Mstep: Class 12 contains 77252 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 7907 members 
Mstep: Class 15 contains 36191 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 168057 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38077 members 
Mstep: Class 20 contains 41683 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039888.000000 Penalty: 72245.875000
Iteration 166Q: 22 clusters Score -1.470399e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31996 members 
Mstep: Class 3 contains 113511 members 
Mstep: Class 4 contains 57731 members 
Mstep: Class 5 contains 77639 members 
Mstep: Class 6 contains 117405 members 
Mstep: Class 7 contains 102628 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153573 members 
Mstep: Class 11 contains 20225 members 
Mstep: Class 12 contains 77300 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 7835 members 
Mstep: Class 15 contains 36214 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 168011 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38055 members 
Mstep: Class 20 contains 41661 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039984.000000 Penalty: 72245.875000
Iteration 167Q: 22 clusters Score -1.4704e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31857 members 
Mstep: Class 3 contains 113102 members 
Mstep: Class 4 contains 57699 members 
Mstep: Class 5 contains 78451 members 
Mstep: Class 6 contains 117290 members 
Mstep: Class 7 contains 102577 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153585 members 
Mstep: Class 11 contains 20269 members 
Mstep: Class 12 contains 77349 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 36234 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 167941 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38032 members 
Mstep: Class 20 contains 41645 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040144.000000 Penalty: 72245.875000
Iteration 168Q: 22 clusters Score -1.470401e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31701 members 
Mstep: Class 3 contains 112778 members 
Mstep: Class 4 contains 57674 members 
Mstep: Class 5 contains 79239 members 
Mstep: Class 6 contains 117146 members 
Mstep: Class 7 contains 102525 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153589 members 
Mstep: Class 11 contains 20301 members 
Mstep: Class 12 contains 77367 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 36260 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 167873 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 38004 members 
Mstep: Class 20 contains 41635 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040128.000000 Penalty: 72245.875000
Iteration 169Q: 22 clusters Score -1.470401e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31538 members 
Mstep: Class 3 contains 112515 members 
Mstep: Class 4 contains 57636 members 
Mstep: Class 5 contains 80026 members 
Mstep: Class 6 contains 116979 members 
Mstep: Class 7 contains 102463 members 
Mstep: Class 8 contains 3472 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153608 members 
Mstep: Class 11 contains 20326 members 
Mstep: Class 12 contains 77374 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 7623 members 
Mstep: Class 15 contains 36280 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 167812 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37976 members 
Mstep: Class 20 contains 41619 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040048.000000 Penalty: 72245.875000
Iteration 170Q: 22 clusters Score -1.4704e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31365 members 
Mstep: Class 3 contains 112205 members 
Mstep: Class 4 contains 57613 members 
Mstep: Class 5 contains 80814 members 
Mstep: Class 6 contains 116813 members 
Mstep: Class 7 contains 102387 members 
Mstep: Class 8 contains 3479 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153637 members 
Mstep: Class 11 contains 20349 members 
Mstep: Class 12 contains 77399 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 7568 members 
Mstep: Class 15 contains 36298 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 167762 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 41611 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040272.000000 Penalty: 72245.875000
Iteration 171Q: 22 clusters Score -1.470403e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31172 members 
Mstep: Class 3 contains 111915 members 
Mstep: Class 4 contains 57582 members 
Mstep: Class 5 contains 81579 members 
Mstep: Class 6 contains 116700 members 
Mstep: Class 7 contains 102318 members 
Mstep: Class 8 contains 3483 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153671 members 
Mstep: Class 11 contains 20377 members 
Mstep: Class 12 contains 77433 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 7508 members 
Mstep: Class 15 contains 36316 members 
Mstep: Class 16 contains 3890 members 
Mstep: Class 17 contains 167682 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37915 members 
Mstep: Class 20 contains 41599 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040544.000000 Penalty: 72245.875000
Iteration 172Q: 22 clusters Score -1.470405e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30991 members 
Mstep: Class 3 contains 111663 members 
Mstep: Class 4 contains 57558 members 
Mstep: Class 5 contains 82329 members 
Mstep: Class 6 contains 116568 members 
Mstep: Class 7 contains 102233 members 
Mstep: Class 8 contains 3485 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153689 members 
Mstep: Class 11 contains 20402 members 
Mstep: Class 12 contains 77464 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 7439 members 
Mstep: Class 15 contains 36323 members 
Mstep: Class 16 contains 3886 members 
Mstep: Class 17 contains 167617 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37905 members 
Mstep: Class 20 contains 41588 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040576.000000 Penalty: 72245.875000
Iteration 173Q: 22 clusters Score -1.470406e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30792 members 
Mstep: Class 3 contains 111456 members 
Mstep: Class 4 contains 57519 members 
Mstep: Class 5 contains 83110 members 
Mstep: Class 6 contains 116454 members 
Mstep: Class 7 contains 102147 members 
Mstep: Class 8 contains 3491 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153666 members 
Mstep: Class 11 contains 20404 members 
Mstep: Class 12 contains 77481 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 7380 members 
Mstep: Class 15 contains 36324 members 
Mstep: Class 16 contains 3881 members 
Mstep: Class 17 contains 167578 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37883 members 
Mstep: Class 20 contains 41574 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040960.000000 Penalty: 72245.875000
Iteration 174Q: 22 clusters Score -1.47041e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 111272 members 
Mstep: Class 4 contains 57477 members 
Mstep: Class 5 contains 83868 members 
Mstep: Class 6 contains 116339 members 
Mstep: Class 7 contains 102058 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153627 members 
Mstep: Class 11 contains 20395 members 
Mstep: Class 12 contains 77498 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 36331 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 167547 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37862 members 
Mstep: Class 20 contains 41566 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041136.000000 Penalty: 72245.875000
Iteration 175Q: 22 clusters Score -1.470411e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30418 members 
Mstep: Class 3 contains 111117 members 
Mstep: Class 4 contains 57440 members 
Mstep: Class 5 contains 84648 members 
Mstep: Class 6 contains 116230 members 
Mstep: Class 7 contains 101971 members 
Mstep: Class 8 contains 3502 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153583 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 77516 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 7223 members 
Mstep: Class 15 contains 36339 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 167494 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37838 members 
Mstep: Class 20 contains 41553 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041136.000000 Penalty: 72245.875000
Iteration 176Q: 22 clusters Score -1.470411e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30208 members 
Mstep: Class 3 contains 110994 members 
Mstep: Class 4 contains 57408 members 
Mstep: Class 5 contains 85375 members 
Mstep: Class 6 contains 116124 members 
Mstep: Class 7 contains 101900 members 
Mstep: Class 8 contains 3501 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153542 members 
Mstep: Class 11 contains 20371 members 
Mstep: Class 12 contains 77505 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 7156 members 
Mstep: Class 15 contains 36347 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 167472 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37818 members 
Mstep: Class 20 contains 41541 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041520.000000 Penalty: 72245.875000
Iteration 177Q: 22 clusters Score -1.470415e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30021 members 
Mstep: Class 3 contains 110890 members 
Mstep: Class 4 contains 57393 members 
Mstep: Class 5 contains 86054 members 
Mstep: Class 6 contains 116003 members 
Mstep: Class 7 contains 101820 members 
Mstep: Class 8 contains 3501 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153522 members 
Mstep: Class 11 contains 20380 members 
Mstep: Class 12 contains 77485 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 7101 members 
Mstep: Class 15 contains 36360 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 167427 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37785 members 
Mstep: Class 20 contains 41525 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041472.000000 Penalty: 72245.875000
Iteration 178Q: 22 clusters Score -1.470415e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29837 members 
Mstep: Class 3 contains 110850 members 
Mstep: Class 4 contains 57359 members 
Mstep: Class 5 contains 86688 members 
Mstep: Class 6 contains 115853 members 
Mstep: Class 7 contains 101749 members 
Mstep: Class 8 contains 3502 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153514 members 
Mstep: Class 11 contains 20398 members 
Mstep: Class 12 contains 77476 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 7036 members 
Mstep: Class 15 contains 36373 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 167376 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37744 members 
Mstep: Class 20 contains 41508 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041456.000000 Penalty: 72245.875000
Iteration 179Q: 22 clusters Score -1.470415e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29663 members 
Mstep: Class 3 contains 110785 members 
Mstep: Class 4 contains 57330 members 
Mstep: Class 5 contains 87325 members 
Mstep: Class 6 contains 115724 members 
Mstep: Class 7 contains 101642 members 
Mstep: Class 8 contains 3503 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153519 members 
Mstep: Class 11 contains 20404 members 
Mstep: Class 12 contains 77481 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 6968 members 
Mstep: Class 15 contains 36378 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 167332 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37705 members 
Mstep: Class 20 contains 41496 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041600.000000 Penalty: 72245.875000
Iteration 180F: 22 clusters Score -1.470416e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29493 members 
Mstep: Class 3 contains 110740 members 
Mstep: Class 4 contains 57292 members 
Mstep: Class 5 contains 87981 members 
Mstep: Class 6 contains 115562 members 
Mstep: Class 7 contains 101528 members 
Mstep: Class 8 contains 3505 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153528 members 
Mstep: Class 11 contains 20401 members 
Mstep: Class 12 contains 77480 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6912 members 
Mstep: Class 15 contains 36387 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 167276 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37693 members 
Mstep: Class 20 contains 41476 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041888.000000 Penalty: 72245.875000
Iteration 181Q: 22 clusters Score -1.470419e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29301 members 
Mstep: Class 3 contains 110680 members 
Mstep: Class 4 contains 57256 members 
Mstep: Class 5 contains 88591 members 
Mstep: Class 6 contains 115443 members 
Mstep: Class 7 contains 101422 members 
Mstep: Class 8 contains 3508 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153561 members 
Mstep: Class 11 contains 20408 members 
Mstep: Class 12 contains 77480 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6860 members 
Mstep: Class 15 contains 36401 members 
Mstep: Class 16 contains 3882 members 
Mstep: Class 17 contains 167234 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37667 members 
Mstep: Class 20 contains 41447 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041984.000000 Penalty: 72245.875000
Iteration 182Q: 22 clusters Score -1.47042e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29107 members 
Mstep: Class 3 contains 110599 members 
Mstep: Class 4 contains 57212 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 115364 members 
Mstep: Class 7 contains 101339 members 
Mstep: Class 8 contains 3512 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153585 members 
Mstep: Class 11 contains 20397 members 
Mstep: Class 12 contains 77500 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6810 members 
Mstep: Class 15 contains 36411 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 167191 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37649 members 
Mstep: Class 20 contains 41421 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147042512.000000 Penalty: 72245.875000
Iteration 183Q: 22 clusters Score -1.470425e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28926 members 
Mstep: Class 3 contains 110535 members 
Mstep: Class 4 contains 57177 members 
Mstep: Class 5 contains 89689 members 
Mstep: Class 6 contains 115272 members 
Mstep: Class 7 contains 101232 members 
Mstep: Class 8 contains 3516 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153603 members 
Mstep: Class 11 contains 20391 members 
Mstep: Class 12 contains 77543 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6759 members 
Mstep: Class 15 contains 36416 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 167150 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 41406 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147042512.000000 Penalty: 72245.875000
Iteration 184Q: 22 clusters Score -1.470425e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28749 members 
Mstep: Class 3 contains 110496 members 
Mstep: Class 4 contains 57161 members 
Mstep: Class 5 contains 90186 members 
Mstep: Class 6 contains 115173 members 
Mstep: Class 7 contains 101121 members 
Mstep: Class 8 contains 3518 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 153653 members 
Mstep: Class 11 contains 20388 members 
Mstep: Class 12 contains 77573 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36436 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 167085 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37616 members 
Mstep: Class 20 contains 41387 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147042880.000000 Penalty: 72245.875000
Iteration 185Q: 22 clusters Score -1.470429e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28579 members 
Mstep: Class 3 contains 110469 members 
Mstep: Class 4 contains 57150 members 
Mstep: Class 5 contains 90658 members 
Mstep: Class 6 contains 115083 members 
Mstep: Class 7 contains 101010 members 
Mstep: Class 8 contains 3517 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153706 members 
Mstep: Class 11 contains 20372 members 
Mstep: Class 12 contains 77584 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6663 members 
Mstep: Class 15 contains 36457 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 167036 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37592 members 
Mstep: Class 20 contains 41371 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147042848.000000 Penalty: 72245.875000
Iteration 186Q: 22 clusters Score -1.470428e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28430 members 
Mstep: Class 3 contains 110423 members 
Mstep: Class 4 contains 57136 members 
Mstep: Class 5 contains 91154 members 
Mstep: Class 6 contains 114983 members 
Mstep: Class 7 contains 100906 members 
Mstep: Class 8 contains 3516 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153736 members 
Mstep: Class 11 contains 20348 members 
Mstep: Class 12 contains 77608 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6614 members 
Mstep: Class 15 contains 36466 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 167005 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37575 members 
Mstep: Class 20 contains 41347 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147042784.000000 Penalty: 72245.875000
Iteration 187Q: 22 clusters Score -1.470428e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28292 members 
Mstep: Class 3 contains 110411 members 
Mstep: Class 4 contains 57113 members 
Mstep: Class 5 contains 91624 members 
Mstep: Class 6 contains 114894 members 
Mstep: Class 7 contains 100783 members 
Mstep: Class 8 contains 3518 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153793 members 
Mstep: Class 11 contains 20333 members 
Mstep: Class 12 contains 77617 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6571 members 
Mstep: Class 15 contains 36473 members 
Mstep: Class 16 contains 3897 members 
Mstep: Class 17 contains 166962 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37546 members 
Mstep: Class 20 contains 41315 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147042576.000000 Penalty: 72245.875000
Iteration 188Q: 22 clusters Score -1.470426e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28166 members 
Mstep: Class 3 contains 110402 members 
Mstep: Class 4 contains 57092 members 
Mstep: Class 5 contains 92068 members 
Mstep: Class 6 contains 114803 members 
Mstep: Class 7 contains 100666 members 
Mstep: Class 8 contains 3517 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153863 members 
Mstep: Class 11 contains 20306 members 
Mstep: Class 12 contains 77617 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6528 members 
Mstep: Class 15 contains 36480 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 166925 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37520 members 
Mstep: Class 20 contains 41291 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147042512.000000 Penalty: 72245.875000
Iteration 189Q: 22 clusters Score -1.470425e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28041 members 
Mstep: Class 3 contains 110400 members 
Mstep: Class 4 contains 57076 members 
Mstep: Class 5 contains 92478 members 
Mstep: Class 6 contains 114715 members 
Mstep: Class 7 contains 100555 members 
Mstep: Class 8 contains 3520 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153915 members 
Mstep: Class 11 contains 20272 members 
Mstep: Class 12 contains 77624 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6496 members 
Mstep: Class 15 contains 36486 members 
Mstep: Class 16 contains 3897 members 
Mstep: Class 17 contains 166900 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37495 members 
Mstep: Class 20 contains 41272 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147042816.000000 Penalty: 72245.875000
Iteration 190Q: 22 clusters Score -1.470428e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27913 members 
Mstep: Class 3 contains 110414 members 
Mstep: Class 4 contains 57068 members 
Mstep: Class 5 contains 92878 members 
Mstep: Class 6 contains 114626 members 
Mstep: Class 7 contains 100440 members 
Mstep: Class 8 contains 3525 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 153960 members 
Mstep: Class 11 contains 20252 members 
Mstep: Class 12 contains 77625 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6461 members 
Mstep: Class 15 contains 36499 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 166869 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37459 members 
Mstep: Class 20 contains 41259 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043104.000000 Penalty: 72245.875000
Iteration 191Q: 22 clusters Score -1.470431e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27787 members 
Mstep: Class 3 contains 110439 members 
Mstep: Class 4 contains 57048 members 
Mstep: Class 5 contains 93280 members 
Mstep: Class 6 contains 114525 members 
Mstep: Class 7 contains 100297 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154054 members 
Mstep: Class 11 contains 20227 members 
Mstep: Class 12 contains 77618 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6438 members 
Mstep: Class 15 contains 36508 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 166830 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37421 members 
Mstep: Class 20 contains 41248 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043008.000000 Penalty: 72245.875000
Iteration 192Q: 22 clusters Score -1.47043e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27683 members 
Mstep: Class 3 contains 110452 members 
Mstep: Class 4 contains 57025 members 
Mstep: Class 5 contains 93647 members 
Mstep: Class 6 contains 114422 members 
Mstep: Class 7 contains 100175 members 
Mstep: Class 8 contains 3530 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154186 members 
Mstep: Class 11 contains 20201 members 
Mstep: Class 12 contains 77598 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6416 members 
Mstep: Class 15 contains 36519 members 
Mstep: Class 16 contains 3896 members 
Mstep: Class 17 contains 166771 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37388 members 
Mstep: Class 20 contains 41233 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147042848.000000 Penalty: 72245.875000
Iteration 193Q: 22 clusters Score -1.470428e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27581 members 
Mstep: Class 3 contains 110496 members 
Mstep: Class 4 contains 57019 members 
Mstep: Class 5 contains 93985 members 
Mstep: Class 6 contains 114287 members 
Mstep: Class 7 contains 100057 members 
Mstep: Class 8 contains 3530 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154306 members 
Mstep: Class 11 contains 20167 members 
Mstep: Class 12 contains 77604 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6393 members 
Mstep: Class 15 contains 36528 members 
Mstep: Class 16 contains 3896 members 
Mstep: Class 17 contains 166699 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37356 members 
Mstep: Class 20 contains 41238 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043200.000000 Penalty: 72245.875000
Iteration 194Q: 22 clusters Score -1.470432e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27467 members 
Mstep: Class 3 contains 110537 members 
Mstep: Class 4 contains 57017 members 
Mstep: Class 5 contains 94316 members 
Mstep: Class 6 contains 114149 members 
Mstep: Class 7 contains 99936 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154415 members 
Mstep: Class 11 contains 20135 members 
Mstep: Class 12 contains 77616 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6375 members 
Mstep: Class 15 contains 36534 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 166652 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37334 members 
Mstep: Class 20 contains 41233 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147042832.000000 Penalty: 72245.875000
Iteration 195Q: 22 clusters Score -1.470428e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27350 members 
Mstep: Class 3 contains 110609 members 
Mstep: Class 4 contains 57012 members 
Mstep: Class 5 contains 94602 members 
Mstep: Class 6 contains 114026 members 
Mstep: Class 7 contains 99793 members 
Mstep: Class 8 contains 3534 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154552 members 
Mstep: Class 11 contains 20112 members 
Mstep: Class 12 contains 77612 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6350 members 
Mstep: Class 15 contains 36537 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 166593 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37324 members 
Mstep: Class 20 contains 41241 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147042720.000000 Penalty: 72245.875000
Iteration 196Q: 22 clusters Score -1.470427e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27233 members 
Mstep: Class 3 contains 110650 members 
Mstep: Class 4 contains 57010 members 
Mstep: Class 5 contains 94898 members 
Mstep: Class 6 contains 113893 members 
Mstep: Class 7 contains 99666 members 
Mstep: Class 8 contains 3538 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154709 members 
Mstep: Class 11 contains 20077 members 
Mstep: Class 12 contains 77589 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6328 members 
Mstep: Class 15 contains 36540 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 166561 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37319 members 
Mstep: Class 20 contains 41237 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043072.000000 Penalty: 72245.875000
Iteration 197Q: 22 clusters Score -1.470431e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27111 members 
Mstep: Class 3 contains 110706 members 
Mstep: Class 4 contains 57001 members 
Mstep: Class 5 contains 95221 members 
Mstep: Class 6 contains 113767 members 
Mstep: Class 7 contains 99565 members 
Mstep: Class 8 contains 3540 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154818 members 
Mstep: Class 11 contains 20044 members 
Mstep: Class 12 contains 77575 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 36552 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 166508 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37299 members 
Mstep: Class 20 contains 41226 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043088.000000 Penalty: 72245.875000
Iteration 198Q: 22 clusters Score -1.470431e+08 nChanged 1345
Entering ConstructFrom: 
Score: -147043088.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -104116.937500 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -104116.9 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 432 members 
Entering Unmasked Estep 
Score: -102343.679688 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -102343.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102657.132812 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -102657.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102916.085938 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -102916.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103334.453125 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -103334.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103765.968750 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -103766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104016.976562 Penalty: 3347.965820
	Iteration 5F: 3 clusters Score -104017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104115.203125 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -104115.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -104154.648438 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -104154.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -104178.492188 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -104178.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -104195.765625 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -104195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -104214.757812 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -104214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -104225.335938 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -104225.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -104234.789062 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -104234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104239.132812 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -104239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104239.132812 Penalty: 3347.965820
	Iteration 14F: 3 clusters Score -104239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 26993 members 
Mstep: Class 3 contains 110765 members 
Mstep: Class 4 contains 56982 members 
Mstep: Class 5 contains 95528 members 
Mstep: Class 6 contains 113672 members 
Mstep: Class 7 contains 99427 members 
Mstep: Class 8 contains 3546 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154924 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 77560 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6298 members 
Mstep: Class 15 contains 36565 members 
Mstep: Class 16 contains 3902 members 
Mstep: Class 17 contains 166474 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37270 members 
Mstep: Class 20 contains 41214 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 607 members 
Entering Unmasked Estep 
Score: -147041648.000000 Penalty: 75686.148438
Splitting cluster 1 changes total score from -147043088.000000 to -147041648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (26993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Entering Unmasked Estep 
Score: -3833223.250000 Penalty: 2530.426514
	Iteration 0F: 2 clusters Score -3833223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3814739.500000 Penalty: 5060.853027
	Iteration 0F: 3 clusters Score -3814740 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3821330.250000 Penalty: 5060.853027
	Iteration 1F: 3 clusters Score -3821330 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3821818.500000 Penalty: 5060.853027
	Iteration 2F: 3 clusters Score -3821818 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3822329.750000 Penalty: 5060.853027
	Iteration 3Q: 3 clusters Score -3822330 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3822911.750000 Penalty: 5060.853027
	Iteration 4Q: 3 clusters Score -3822912 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3823652.500000 Penalty: 5060.853027
	Iteration 5F: 3 clusters Score -3823652 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -3824615.500000 Penalty: 5060.853027
	Iteration 6F: 3 clusters Score -3824616 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3825799.250000 Penalty: 5060.853027
	Iteration 7F: 3 clusters Score -3825799 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -3827053.750000 Penalty: 5060.853027
	Iteration 8F: 3 clusters Score -3827054 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3828152.750000 Penalty: 5060.853027
	Iteration 9F: 3 clusters Score -3828153 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3828859.750000 Penalty: 5060.853027
	Iteration 10Q: 3 clusters Score -3828860 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3829307.000000 Penalty: 5060.853027
	Iteration 11Q: 3 clusters Score -3829307 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3829609.250000 Penalty: 5060.853027
	Iteration 12Q: 3 clusters Score -3829609 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3829842.750000 Penalty: 5060.853027
	Iteration 13Q: 3 clusters Score -3829843 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -3829999.500000 Penalty: 5060.853027
	Iteration 14Q: 3 clusters Score -3830000 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3830149.250000 Penalty: 5060.853027
	Iteration 15Q: 3 clusters Score -3830149 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3830285.500000 Penalty: 5060.853027
	Iteration 16Q: 3 clusters Score -3830286 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3830383.750000 Penalty: 5060.853027
	Iteration 17Q: 3 clusters Score -3830384 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3830480.500000 Penalty: 5060.853027
	Iteration 18Q: 3 clusters Score -3830480 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3830576.750000 Penalty: 5060.853027
	Iteration 19Q: 3 clusters Score -3830577 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3830659.500000 Penalty: 5060.853027
	Iteration 20F: 3 clusters Score -3830660 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3830738.500000 Penalty: 5060.853027
	Iteration 21Q: 3 clusters Score -3830738 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3830766.250000 Penalty: 5060.853027
	Iteration 22Q: 3 clusters Score -3830766 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3830811.000000 Penalty: 5060.853027
	Iteration 23Q: 3 clusters Score -3830811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3830836.250000 Penalty: 5060.853027
	Iteration 24Q: 3 clusters Score -3830836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3830875.000000 Penalty: 5060.853027
	Iteration 25Q: 3 clusters Score -3830875 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3830903.250000 Penalty: 5060.853027
	Iteration 26Q: 3 clusters Score -3830903 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3830943.250000 Penalty: 5060.853027
	Iteration 27Q: 3 clusters Score -3830943 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3830966.500000 Penalty: 5060.853027
	Iteration 28Q: 3 clusters Score -3830966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3831005.500000 Penalty: 5060.853027
	Iteration 29Q: 3 clusters Score -3831006 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3831030.000000 Penalty: 5060.853027
	Iteration 30Q: 3 clusters Score -3831030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3831064.000000 Penalty: 5060.853027
	Iteration 31Q: 3 clusters Score -3831064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3831087.250000 Penalty: 5060.853027
	Iteration 32Q: 3 clusters Score -3831087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3831109.500000 Penalty: 5060.853027
	Iteration 33Q: 3 clusters Score -3831110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3831129.000000 Penalty: 5060.853027
	Iteration 34Q: 3 clusters Score -3831129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3831139.750000 Penalty: 5060.853027
	Iteration 35Q: 3 clusters Score -3831140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3831145.750000 Penalty: 5060.853027
	Iteration 36Q: 3 clusters Score -3831146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3831151.750000 Penalty: 5060.853027
	Iteration 37Q: 3 clusters Score -3831152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3831153.000000 Penalty: 5060.853027
	Iteration 38Q: 3 clusters Score -3831153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3831151.500000 Penalty: 5060.853027
	Iteration 39Q: 3 clusters Score -3831152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3831160.750000 Penalty: 5060.853027
	Iteration 40F: 3 clusters Score -3831161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3831163.750000 Penalty: 5060.853027
	Iteration 41Q: 3 clusters Score -3831164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3831171.750000 Penalty: 5060.853027
	Iteration 42Q: 3 clusters Score -3831172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3831176.750000 Penalty: 5060.853027
	Iteration 43Q: 3 clusters Score -3831177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -3831178.000000 Penalty: 5060.853027
	Iteration 44Q: 3 clusters Score -3831178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3831173.750000 Penalty: 5060.853027
	Iteration 45Q: 3 clusters Score -3831174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3831178.000000 Penalty: 5060.853027
	Iteration 46Q: 3 clusters Score -3831178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3831180.000000 Penalty: 5060.853027
	Iteration 47Q: 3 clusters Score -3831180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3831177.000000 Penalty: 5060.853027
	Iteration 48Q: 3 clusters Score -3831177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3831179.000000 Penalty: 5060.853027
	Iteration 49Q: 3 clusters Score -3831179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3831178.500000 Penalty: 5060.853027
	Iteration 50Q: 3 clusters Score -3831178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3831179.000000 Penalty: 5060.853027
	Iteration 51Q: 3 clusters Score -3831179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3831184.750000 Penalty: 5060.853027
	Iteration 52Q: 3 clusters Score -3831185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3831185.000000 Penalty: 5060.853027
	Iteration 53Q: 3 clusters Score -3831185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3831188.750000 Penalty: 5060.853027
	Iteration 54Q: 3 clusters Score -3831189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3831187.500000 Penalty: 5060.853027
	Iteration 55Q: 3 clusters Score -3831188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3831187.500000 Penalty: 5060.853027
	Iteration 56F: 3 clusters Score -3831188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (110765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110765 members 
Entering Unmasked Estep 
Score: -15777859.000000 Penalty: 2880.561035
	Iteration 0F: 2 clusters Score -1.577786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -15705585.000000 Penalty: 5761.122070
	Iteration 0F: 3 clusters Score -1.570558e+07 nChanged 52669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -15736214.000000 Penalty: 5761.122070
	Iteration 1F: 3 clusters Score -1.573621e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -15737453.000000 Penalty: 5761.122070
	Iteration 2Q: 3 clusters Score -1.573745e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -15739197.000000 Penalty: 5761.122070
	Iteration 3Q: 3 clusters Score -1.57392e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -15742168.000000 Penalty: 5761.122070
	Iteration 4F: 3 clusters Score -1.574217e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -15746876.000000 Penalty: 5761.122070
	Iteration 5F: 3 clusters Score -1.574688e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -15754078.000000 Penalty: 5761.122070
	Iteration 6F: 3 clusters Score -1.575408e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -15763151.000000 Penalty: 5761.122070
	Iteration 7F: 3 clusters Score -1.576315e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -15770676.000000 Penalty: 5761.122070
	Iteration 8F: 3 clusters Score -1.577068e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -15774015.000000 Penalty: 5761.122070
	Iteration 9Q: 3 clusters Score -1.577402e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90079 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -15774953.000000 Penalty: 5761.122070
	Iteration 10Q: 3 clusters Score -1.577495e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -15775404.000000 Penalty: 5761.122070
	Iteration 11Q: 3 clusters Score -1.57754e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92558 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -15775682.000000 Penalty: 5761.122070
	Iteration 12Q: 3 clusters Score -1.577568e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93663 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -15775912.000000 Penalty: 5761.122070
	Iteration 13Q: 3 clusters Score -1.577591e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94750 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -15776032.000000 Penalty: 5761.122070
	Iteration 14Q: 3 clusters Score -1.577603e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -15776168.000000 Penalty: 5761.122070
	Iteration 15Q: 3 clusters Score -1.577617e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -15776367.000000 Penalty: 5761.122070
	Iteration 16Q: 3 clusters Score -1.577637e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -15776487.000000 Penalty: 5761.122070
	Iteration 17Q: 3 clusters Score -1.577649e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -15776506.000000 Penalty: 5761.122070
	Iteration 18Q: 3 clusters Score -1.577651e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99658 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -15776713.000000 Penalty: 5761.122070
	Iteration 19Q: 3 clusters Score -1.577671e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100481 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -15776806.000000 Penalty: 5761.122070
	Iteration 20F: 3 clusters Score -1.577681e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -15776823.000000 Penalty: 5761.122070
	Iteration 21Q: 3 clusters Score -1.577682e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101969 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -15776913.000000 Penalty: 5761.122070
	Iteration 22Q: 3 clusters Score -1.577691e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102656 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -15777006.000000 Penalty: 5761.122070
	Iteration 23Q: 3 clusters Score -1.577701e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -15777010.000000 Penalty: 5761.122070
	Iteration 24Q: 3 clusters Score -1.577701e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103829 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -15777068.000000 Penalty: 5761.122070
	Iteration 25Q: 3 clusters Score -1.577707e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104369 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -15777100.000000 Penalty: 5761.122070
	Iteration 26Q: 3 clusters Score -1.57771e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104831 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -15777100.000000 Penalty: 5761.122070
	Iteration 27Q: 3 clusters Score -1.57771e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -15777138.000000 Penalty: 5761.122070
	Iteration 28Q: 3 clusters Score -1.577714e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105708 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -15777168.000000 Penalty: 5761.122070
	Iteration 29Q: 3 clusters Score -1.577717e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -15777184.000000 Penalty: 5761.122070
	Iteration 30Q: 3 clusters Score -1.577718e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106415 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -15777158.000000 Penalty: 5761.122070
	Iteration 31Q: 3 clusters Score -1.577716e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106705 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -15777143.000000 Penalty: 5761.122070
	Iteration 32Q: 3 clusters Score -1.577714e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -15777183.000000 Penalty: 5761.122070
	Iteration 33Q: 3 clusters Score -1.577718e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -15777173.000000 Penalty: 5761.122070
	Iteration 34Q: 3 clusters Score -1.577717e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107334 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -15777197.000000 Penalty: 5761.122070
	Iteration 35Q: 3 clusters Score -1.57772e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -15777178.000000 Penalty: 5761.122070
	Iteration 36Q: 3 clusters Score -1.577718e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -15777194.000000 Penalty: 5761.122070
	Iteration 37Q: 3 clusters Score -1.577719e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -15777213.000000 Penalty: 5761.122070
	Iteration 38Q: 3 clusters Score -1.577721e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -15777190.000000 Penalty: 5761.122070
	Iteration 39Q: 3 clusters Score -1.577719e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107907 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -15777161.000000 Penalty: 5761.122070
	Iteration 40F: 3 clusters Score -1.577716e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -15777176.000000 Penalty: 5761.122070
	Iteration 41Q: 3 clusters Score -1.577718e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108039 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -15777173.000000 Penalty: 5761.122070
	Iteration 42Q: 3 clusters Score -1.577717e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108091 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -15777169.000000 Penalty: 5761.122070
	Iteration 43Q: 3 clusters Score -1.577717e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -15777192.000000 Penalty: 5761.122070
	Iteration 44Q: 3 clusters Score -1.577719e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108179 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -15777185.000000 Penalty: 5761.122070
	Iteration 45Q: 3 clusters Score -1.577718e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108209 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -15777178.000000 Penalty: 5761.122070
	Iteration 46Q: 3 clusters Score -1.577718e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -15777151.000000 Penalty: 5761.122070
	Iteration 47Q: 3 clusters Score -1.577715e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -15777145.000000 Penalty: 5761.122070
	Iteration 48Q: 3 clusters Score -1.577714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -15777135.000000 Penalty: 5761.122070
	Iteration 49Q: 3 clusters Score -1.577714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108284 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -15777128.000000 Penalty: 5761.122070
	Iteration 50Q: 3 clusters Score -1.577713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108300 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -15777149.000000 Penalty: 5761.122070
	Iteration 51Q: 3 clusters Score -1.577715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108311 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -15777154.000000 Penalty: 5761.122070
	Iteration 52Q: 3 clusters Score -1.577715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -15777138.000000 Penalty: 5761.122070
	Iteration 53Q: 3 clusters Score -1.577714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108329 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -15777147.000000 Penalty: 5761.122070
	Iteration 54Q: 3 clusters Score -1.577715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108336 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -15777141.000000 Penalty: 5761.122070
	Iteration 55Q: 3 clusters Score -1.577714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108340 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -15777135.000000 Penalty: 5761.122070
	Iteration 56Q: 3 clusters Score -1.577714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108343 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -15777147.000000 Penalty: 5761.122070
	Iteration 57Q: 3 clusters Score -1.577715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108344 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -15777140.000000 Penalty: 5761.122070
	Iteration 58Q: 3 clusters Score -1.577714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -15777137.000000 Penalty: 5761.122070
	Iteration 59Q: 3 clusters Score -1.577714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -15777137.000000 Penalty: 5761.122070
	Iteration 60F: 3 clusters Score -1.577714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Entering Unmasked Estep 
Score: -8134456.000000 Penalty: 2715.721680
	Iteration 0F: 2 clusters Score -8134456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -8096103.000000 Penalty: 5431.443359
	Iteration 0F: 3 clusters Score -8096103 nChanged 26498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -8110899.000000 Penalty: 5431.443359
	Iteration 1F: 3 clusters Score -8110899 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -8111516.000000 Penalty: 5431.443359
	Iteration 2Q: 3 clusters Score -8111516 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -8112138.000000 Penalty: 5431.443359
	Iteration 3Q: 3 clusters Score -8112138 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -8112974.000000 Penalty: 5431.443359
	Iteration 4Q: 3 clusters Score -8112974 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -8114149.000000 Penalty: 5431.443359
	Iteration 5Q: 3 clusters Score -8114149 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -8115859.000000 Penalty: 5431.443359
	Iteration 6F: 3 clusters Score -8115859 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -8118469.500000 Penalty: 5431.443359
	Iteration 7F: 3 clusters Score -8118470 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -8121815.500000 Penalty: 5431.443359
	Iteration 8F: 3 clusters Score -8121816 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -8125389.500000 Penalty: 5431.443359
	Iteration 9F: 3 clusters Score -8125390 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -8128253.000000 Penalty: 5431.443359
	Iteration 10F: 3 clusters Score -8128253 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8130105.000000 Penalty: 5431.443359
	Iteration 11Q: 3 clusters Score -8130105 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8131060.000000 Penalty: 5431.443359
	Iteration 12Q: 3 clusters Score -8131060 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8131543.000000 Penalty: 5431.443359
	Iteration 13Q: 3 clusters Score -8131543 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8131744.500000 Penalty: 5431.443359
	Iteration 14Q: 3 clusters Score -8131744 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8131860.500000 Penalty: 5431.443359
	Iteration 15Q: 3 clusters Score -8131860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8131916.000000 Penalty: 5431.443359
	Iteration 16Q: 3 clusters Score -8131916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8131963.500000 Penalty: 5431.443359
	Iteration 17Q: 3 clusters Score -8131964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8131996.500000 Penalty: 5431.443359
	Iteration 18Q: 3 clusters Score -8131996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8132028.500000 Penalty: 5431.443359
	Iteration 19Q: 3 clusters Score -8132028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8132035.000000 Penalty: 5431.443359
	Iteration 20F: 3 clusters Score -8132035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8132041.000000 Penalty: 5431.443359
	Iteration 21Q: 3 clusters Score -8132041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8132042.000000 Penalty: 5431.443359
	Iteration 22Q: 3 clusters Score -8132042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8132048.000000 Penalty: 5431.443359
	Iteration 23Q: 3 clusters Score -8132048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8132046.000000 Penalty: 5431.443359
	Iteration 24Q: 3 clusters Score -8132046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8132052.000000 Penalty: 5431.443359
	Iteration 25Q: 3 clusters Score -8132052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8132048.500000 Penalty: 5431.443359
	Iteration 26Q: 3 clusters Score -8132048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8132048.500000 Penalty: 5431.443359
	Iteration 27F: 3 clusters Score -8132048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Entering Unmasked Estep 
Score: -13652346.000000 Penalty: 2843.859375
	Iteration 0F: 2 clusters Score -1.365235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -13588489.000000 Penalty: 5687.718750
	Iteration 0F: 3 clusters Score -1.358849e+07 nChanged 45252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -13614282.000000 Penalty: 5687.718750
	Iteration 1F: 3 clusters Score -1.361428e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -13614896.000000 Penalty: 5687.718750
	Iteration 2Q: 3 clusters Score -1.36149e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -13615698.000000 Penalty: 5687.718750
	Iteration 3Q: 3 clusters Score -1.36157e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -13616668.000000 Penalty: 5687.718750
	Iteration 4Q: 3 clusters Score -1.361667e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -13618302.000000 Penalty: 5687.718750
	Iteration 5Q: 3 clusters Score -1.36183e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -13621165.000000 Penalty: 5687.718750
	Iteration 6F: 3 clusters Score -1.362116e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -13626236.000000 Penalty: 5687.718750
	Iteration 7F: 3 clusters Score -1.362624e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -13633506.000000 Penalty: 5687.718750
	Iteration 8F: 3 clusters Score -1.363351e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -13641381.000000 Penalty: 5687.718750
	Iteration 9F: 3 clusters Score -1.364138e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -13646682.000000 Penalty: 5687.718750
	Iteration 10F: 3 clusters Score -1.364668e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94375 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13648744.000000 Penalty: 5687.718750
	Iteration 11Q: 3 clusters Score -1.364874e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95036 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -13649410.000000 Penalty: 5687.718750
	Iteration 12Q: 3 clusters Score -1.364941e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95197 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -13649591.000000 Penalty: 5687.718750
	Iteration 13Q: 3 clusters Score -1.364959e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13649669.000000 Penalty: 5687.718750
	Iteration 14Q: 3 clusters Score -1.364967e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95273 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -13649723.000000 Penalty: 5687.718750
	Iteration 15Q: 3 clusters Score -1.364972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95296 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13649766.000000 Penalty: 5687.718750
	Iteration 16Q: 3 clusters Score -1.364977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13649775.000000 Penalty: 5687.718750
	Iteration 17Q: 3 clusters Score -1.364978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13649776.000000 Penalty: 5687.718750
	Iteration 18Q: 3 clusters Score -1.364978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95307 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13649790.000000 Penalty: 5687.718750
	Iteration 19Q: 3 clusters Score -1.364979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95304 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13649798.000000 Penalty: 5687.718750
	Iteration 20F: 3 clusters Score -1.36498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13649804.000000 Penalty: 5687.718750
	Iteration 21Q: 3 clusters Score -1.36498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13649815.000000 Penalty: 5687.718750
	Iteration 22Q: 3 clusters Score -1.364982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13649808.000000 Penalty: 5687.718750
	Iteration 23Q: 3 clusters Score -1.364981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13649818.000000 Penalty: 5687.718750
	Iteration 24Q: 3 clusters Score -1.364982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13649826.000000 Penalty: 5687.718750
	Iteration 25Q: 3 clusters Score -1.364983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95325 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13649835.000000 Penalty: 5687.718750
	Iteration 26Q: 3 clusters Score -1.364984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95325 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13649834.000000 Penalty: 5687.718750
	Iteration 27Q: 3 clusters Score -1.364983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13649836.000000 Penalty: 5687.718750
	Iteration 28Q: 3 clusters Score -1.364984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13649836.000000 Penalty: 5687.718750
	Iteration 29F: 3 clusters Score -1.364984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (113672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113672 members 
Entering Unmasked Estep 
Score: -16132063.000000 Penalty: 2886.985840
	Iteration 0F: 2 clusters Score -1.613206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -16056801.000000 Penalty: 5773.971680
	Iteration 0F: 3 clusters Score -1.60568e+07 nChanged 54085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -16087815.000000 Penalty: 5773.971680
	Iteration 1F: 3 clusters Score -1.608782e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -16088771.000000 Penalty: 5773.971680
	Iteration 2Q: 3 clusters Score -1.608877e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -16090174.000000 Penalty: 5773.971680
	Iteration 3Q: 3 clusters Score -1.609017e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -16091937.000000 Penalty: 5773.971680
	Iteration 4Q: 3 clusters Score -1.609194e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -16094579.000000 Penalty: 5773.971680
	Iteration 5F: 3 clusters Score -1.609458e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -16098597.000000 Penalty: 5773.971680
	Iteration 6F: 3 clusters Score -1.60986e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -16104108.000000 Penalty: 5773.971680
	Iteration 7F: 3 clusters Score -1.610411e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -16111052.000000 Penalty: 5773.971680
	Iteration 8F: 3 clusters Score -1.611105e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -16117501.000000 Penalty: 5773.971680
	Iteration 9F: 3 clusters Score -1.61175e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 96186 members 
Entering Unmasked Estep 
Score: -16121912.000000 Penalty: 5773.971680
	Iteration 10Q: 3 clusters Score -1.612191e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 98744 members 
Entering Unmasked Estep 
Score: -16124163.000000 Penalty: 5773.971680
	Iteration 11Q: 3 clusters Score -1.612416e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -16125260.000000 Penalty: 5773.971680
	Iteration 12Q: 3 clusters Score -1.612526e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 102342 members 
Entering Unmasked Estep 
Score: -16126195.000000 Penalty: 5773.971680
	Iteration 13Q: 3 clusters Score -1.61262e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -16126863.000000 Penalty: 5773.971680
	Iteration 14Q: 3 clusters Score -1.612686e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 104998 members 
Entering Unmasked Estep 
Score: -16127358.000000 Penalty: 5773.971680
	Iteration 15Q: 3 clusters Score -1.612736e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 106116 members 
Entering Unmasked Estep 
Score: -16127803.000000 Penalty: 5773.971680
	Iteration 16Q: 3 clusters Score -1.61278e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 107109 members 
Entering Unmasked Estep 
Score: -16128141.000000 Penalty: 5773.971680
	Iteration 17Q: 3 clusters Score -1.612814e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -16128358.000000 Penalty: 5773.971680
	Iteration 18Q: 3 clusters Score -1.612836e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 108647 members 
Entering Unmasked Estep 
Score: -16128599.000000 Penalty: 5773.971680
	Iteration 19Q: 3 clusters Score -1.61286e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -16128810.000000 Penalty: 5773.971680
	Iteration 20F: 3 clusters Score -1.612881e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 109772 members 
Entering Unmasked Estep 
Score: -16129026.000000 Penalty: 5773.971680
	Iteration 21Q: 3 clusters Score -1.612903e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 110183 members 
Entering Unmasked Estep 
Score: -16129124.000000 Penalty: 5773.971680
	Iteration 22Q: 3 clusters Score -1.612912e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -16129182.000000 Penalty: 5773.971680
	Iteration 23Q: 3 clusters Score -1.612918e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -16129244.000000 Penalty: 5773.971680
	Iteration 24Q: 3 clusters Score -1.612924e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 111112 members 
Entering Unmasked Estep 
Score: -16129339.000000 Penalty: 5773.971680
	Iteration 25Q: 3 clusters Score -1.612934e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 111352 members 
Entering Unmasked Estep 
Score: -16129379.000000 Penalty: 5773.971680
	Iteration 26Q: 3 clusters Score -1.612938e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 111561 members 
Entering Unmasked Estep 
Score: -16129454.000000 Penalty: 5773.971680
	Iteration 27Q: 3 clusters Score -1.612945e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 111733 members 
Entering Unmasked Estep 
Score: -16129524.000000 Penalty: 5773.971680
	Iteration 28Q: 3 clusters Score -1.612952e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 111887 members 
Entering Unmasked Estep 
Score: -16129596.000000 Penalty: 5773.971680
	Iteration 29Q: 3 clusters Score -1.61296e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 112029 members 
Entering Unmasked Estep 
Score: -16129641.000000 Penalty: 5773.971680
	Iteration 30Q: 3 clusters Score -1.612964e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 112129 members 
Entering Unmasked Estep 
Score: -16129649.000000 Penalty: 5773.971680
	Iteration 31Q: 3 clusters Score -1.612965e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 112202 members 
Entering Unmasked Estep 
Score: -16129656.000000 Penalty: 5773.971680
	Iteration 32Q: 3 clusters Score -1.612966e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 112254 members 
Entering Unmasked Estep 
Score: -16129683.000000 Penalty: 5773.971680
	Iteration 33Q: 3 clusters Score -1.612968e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 112300 members 
Entering Unmasked Estep 
Score: -16129701.000000 Penalty: 5773.971680
	Iteration 34Q: 3 clusters Score -1.61297e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 112339 members 
Entering Unmasked Estep 
Score: -16129716.000000 Penalty: 5773.971680
	Iteration 35Q: 3 clusters Score -1.612972e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 112368 members 
Entering Unmasked Estep 
Score: -16129741.000000 Penalty: 5773.971680
	Iteration 36Q: 3 clusters Score -1.612974e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 112393 members 
Entering Unmasked Estep 
Score: -16129752.000000 Penalty: 5773.971680
	Iteration 37Q: 3 clusters Score -1.612975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 112405 members 
Entering Unmasked Estep 
Score: -16129747.000000 Penalty: 5773.971680
	Iteration 38Q: 3 clusters Score -1.612975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 112418 members 
Entering Unmasked Estep 
Score: -16129763.000000 Penalty: 5773.971680
	Iteration 39Q: 3 clusters Score -1.612976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 112430 members 
Entering Unmasked Estep 
Score: -16129756.000000 Penalty: 5773.971680
	Iteration 40F: 3 clusters Score -1.612976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 112445 members 
Entering Unmasked Estep 
Score: -16129751.000000 Penalty: 5773.971680
	Iteration 41Q: 3 clusters Score -1.612975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 112456 members 
Entering Unmasked Estep 
Score: -16129748.000000 Penalty: 5773.971680
	Iteration 42Q: 3 clusters Score -1.612975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 112466 members 
Entering Unmasked Estep 
Score: -16129745.000000 Penalty: 5773.971680
	Iteration 43Q: 3 clusters Score -1.612974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 112477 members 
Entering Unmasked Estep 
Score: -16129751.000000 Penalty: 5773.971680
	Iteration 44Q: 3 clusters Score -1.612975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 112487 members 
Entering Unmasked Estep 
Score: -16129766.000000 Penalty: 5773.971680
	Iteration 45Q: 3 clusters Score -1.612977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 112494 members 
Entering Unmasked Estep 
Score: -16129754.000000 Penalty: 5773.971680
	Iteration 46Q: 3 clusters Score -1.612975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 112499 members 
Entering Unmasked Estep 
Score: -16129749.000000 Penalty: 5773.971680
	Iteration 47Q: 3 clusters Score -1.612975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 112500 members 
Entering Unmasked Estep 
Score: -16129754.000000 Penalty: 5773.971680
	Iteration 48Q: 3 clusters Score -1.612975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 112501 members 
Entering Unmasked Estep 
Score: -16129754.000000 Penalty: 5773.971680
	Iteration 49Q: 3 clusters Score -1.612975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 112501 members 
Entering Unmasked Estep 
Score: -16129754.000000 Penalty: 5773.971680
	Iteration 50F: 3 clusters Score -1.612975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (99427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99427 members 
Entering Unmasked Estep 
Score: -14141235.000000 Penalty: 2853.780518
	Iteration 0F: 2 clusters Score -1.414124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -14074994.000000 Penalty: 5707.561035
	Iteration 0F: 3 clusters Score -1.407499e+07 nChanged 47155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -14102011.000000 Penalty: 5707.561035
	Iteration 1F: 3 clusters Score -1.410201e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -14103004.000000 Penalty: 5707.561035
	Iteration 2Q: 3 clusters Score -1.4103e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -14104116.000000 Penalty: 5707.561035
	Iteration 3Q: 3 clusters Score -1.410412e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -14105385.000000 Penalty: 5707.561035
	Iteration 4Q: 3 clusters Score -1.410538e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -14106776.000000 Penalty: 5707.561035
	Iteration 5Q: 3 clusters Score -1.410678e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -14108497.000000 Penalty: 5707.561035
	Iteration 6Q: 3 clusters Score -1.41085e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -14110873.000000 Penalty: 5707.561035
	Iteration 7Q: 3 clusters Score -1.411087e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -14114177.000000 Penalty: 5707.561035
	Iteration 8F: 3 clusters Score -1.411418e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -14118907.000000 Penalty: 5707.561035
	Iteration 9F: 3 clusters Score -1.411891e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -14124548.000000 Penalty: 5707.561035
	Iteration 10F: 3 clusters Score -1.412455e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -14130078.000000 Penalty: 5707.561035
	Iteration 11F: 3 clusters Score -1.413008e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -14134316.000000 Penalty: 5707.561035
	Iteration 12Q: 3 clusters Score -1.413432e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -14136855.000000 Penalty: 5707.561035
	Iteration 13Q: 3 clusters Score -1.413686e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98072 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -14137974.000000 Penalty: 5707.561035
	Iteration 14Q: 3 clusters Score -1.413797e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -14138413.000000 Penalty: 5707.561035
	Iteration 15Q: 3 clusters Score -1.413841e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14138591.000000 Penalty: 5707.561035
	Iteration 16Q: 3 clusters Score -1.413859e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14138699.000000 Penalty: 5707.561035
	Iteration 17Q: 3 clusters Score -1.41387e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98966 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -14138743.000000 Penalty: 5707.561035
	Iteration 18Q: 3 clusters Score -1.413874e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -14138778.000000 Penalty: 5707.561035
	Iteration 19Q: 3 clusters Score -1.413878e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99019 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -14138798.000000 Penalty: 5707.561035
	Iteration 20F: 3 clusters Score -1.41388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -14138829.000000 Penalty: 5707.561035
	Iteration 21Q: 3 clusters Score -1.413883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99037 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -14138817.000000 Penalty: 5707.561035
	Iteration 22Q: 3 clusters Score -1.413882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99040 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -14138839.000000 Penalty: 5707.561035
	Iteration 23Q: 3 clusters Score -1.413884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99045 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -14138849.000000 Penalty: 5707.561035
	Iteration 24Q: 3 clusters Score -1.413885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -14138843.000000 Penalty: 5707.561035
	Iteration 25Q: 3 clusters Score -1.413884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99053 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -14138855.000000 Penalty: 5707.561035
	Iteration 26Q: 3 clusters Score -1.413886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99055 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -14138861.000000 Penalty: 5707.561035
	Iteration 27Q: 3 clusters Score -1.413886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99055 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -14138861.000000 Penalty: 5707.561035
	Iteration 28Q: 3 clusters Score -1.413886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -14138864.000000 Penalty: 5707.561035
	Iteration 29Q: 3 clusters Score -1.413886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -14138857.000000 Penalty: 5707.561035
	Iteration 30Q: 3 clusters Score -1.413886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -14138857.000000 Penalty: 5707.561035
	Iteration 31F: 3 clusters Score -1.413886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -497995.781250 Penalty: 2027.046753
	Iteration 0F: 2 clusters Score -497995.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -494374.187500 Penalty: 4054.093506
	Iteration 0F: 3 clusters Score -494374.2 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -495130.593750 Penalty: 4054.093506
	Iteration 1F: 3 clusters Score -495130.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -495419.000000 Penalty: 4054.093506
	Iteration 2F: 3 clusters Score -495419 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -495685.562500 Penalty: 4054.093506
	Iteration 3F: 3 clusters Score -495685.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -495846.750000 Penalty: 4054.093506
	Iteration 4Q: 3 clusters Score -495846.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -495974.906250 Penalty: 4054.093506
	Iteration 5Q: 3 clusters Score -495974.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -496111.718750 Penalty: 4054.093506
	Iteration 6Q: 3 clusters Score -496111.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -496229.593750 Penalty: 4054.093506
	Iteration 7Q: 3 clusters Score -496229.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -496338.125000 Penalty: 4054.093506
	Iteration 8Q: 3 clusters Score -496338.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -496458.000000 Penalty: 4054.093506
	Iteration 9Q: 3 clusters Score -496458 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -496602.843750 Penalty: 4054.093506
	Iteration 10Q: 3 clusters Score -496602.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -496738.500000 Penalty: 4054.093506
	Iteration 11Q: 3 clusters Score -496738.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -496912.437500 Penalty: 4054.093506
	Iteration 12Q: 3 clusters Score -496912.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -497084.187500 Penalty: 4054.093506
	Iteration 13Q: 3 clusters Score -497084.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -497234.062500 Penalty: 4054.093506
	Iteration 14Q: 3 clusters Score -497234.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -497359.187500 Penalty: 4054.093506
	Iteration 15Q: 3 clusters Score -497359.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -497486.781250 Penalty: 4054.093506
	Iteration 16Q: 3 clusters Score -497486.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -497592.250000 Penalty: 4054.093506
	Iteration 17Q: 3 clusters Score -497592.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -497649.156250 Penalty: 4054.093506
	Iteration 18Q: 3 clusters Score -497649.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -497679.281250 Penalty: 4054.093506
	Iteration 19Q: 3 clusters Score -497679.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -497701.031250 Penalty: 4054.093506
	Iteration 20F: 3 clusters Score -497701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -497708.062500 Penalty: 4054.093506
	Iteration 21Q: 3 clusters Score -497708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -497710.968750 Penalty: 4054.093506
	Iteration 22Q: 3 clusters Score -497711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -497714.125000 Penalty: 4054.093506
	Iteration 23Q: 3 clusters Score -497714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -497715.937500 Penalty: 4054.093506
	Iteration 24Q: 3 clusters Score -497715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -497719.312500 Penalty: 4054.093506
	Iteration 25Q: 3 clusters Score -497719.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -497725.843750 Penalty: 4054.093506
	Iteration 26Q: 3 clusters Score -497725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -497728.375000 Penalty: 4054.093506
	Iteration 27Q: 3 clusters Score -497728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -497728.375000 Penalty: 4054.093506
	Iteration 28Q: 3 clusters Score -497728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -497728.500000 Penalty: 4054.093506
	Iteration 29Q: 3 clusters Score -497728.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -497728.500000 Penalty: 4054.093506
	Iteration 30F: 3 clusters Score -497728.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -61457.113281 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -61457.11 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 265 members 
Entering Unmasked Estep 
Score: -60052.859375 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -60052.86 nChanged 110
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: -60419.812500 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -60419.81 nChanged 45
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: -60693.707031 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -60693.71 nChanged 21
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: -60809.320312 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -60809.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60923.171875 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -60923.17 nChanged 22
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: -61075.453125 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -61075.45 nChanged 25
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: -61299.812500 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -61299.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61551.640625 Penalty: 3099.987793
	Iteration 7F: 3 clusters Score -61551.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61701.406250 Penalty: 3099.987793
	Iteration 8F: 3 clusters Score -61701.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61796.625000 Penalty: 3099.987793
	Iteration 9F: 3 clusters Score -61796.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61888.390625 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -61888.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -61967.476562 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -61967.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -61983.996094 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -61984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -61983.996094 Penalty: 3099.987793
	Iteration 13F: 3 clusters Score -61984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26993 members 
Mstep: Class 3 contains 110765 members 
Mstep: Class 4 contains 56982 members 
Mstep: Class 5 contains 95528 members 
Mstep: Class 6 contains 113672 members 
Mstep: Class 7 contains 99427 members 
Mstep: Class 8 contains 3546 members 
Mstep: Class 9 contains 371 members 
Mstep: Class 10 contains 154924 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 77560 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6298 members 
Mstep: Class 15 contains 36565 members 
Mstep: Class 16 contains 3902 members 
Mstep: Class 17 contains 166474 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37270 members 
Mstep: Class 20 contains 41214 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 147 members 
Entering Unmasked Estep 
Score: -147041808.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147043088.000000 to -147041808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (154924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154924 members 
Entering Unmasked Estep 
Score: -21780066.000000 Penalty: 2963.771240
	Iteration 0F: 2 clusters Score -2.178007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -21679256.000000 Penalty: 5927.542480
	Iteration 0F: 3 clusters Score -2.167926e+07 nChanged 74014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78827 members 
Mstep: Class 2 contains 76097 members 
Entering Unmasked Estep 
Score: -21721740.000000 Penalty: 5927.542480
	Iteration 1F: 3 clusters Score -2.172174e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -21722388.000000 Penalty: 5927.542480
	Iteration 2Q: 3 clusters Score -2.172239e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -21723622.000000 Penalty: 5927.542480
	Iteration 3Q: 3 clusters Score -2.172362e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -21725464.000000 Penalty: 5927.542480
	Iteration 4Q: 3 clusters Score -2.172546e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -21728470.000000 Penalty: 5927.542480
	Iteration 5Q: 3 clusters Score -2.172847e+07 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94801 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -21733416.000000 Penalty: 5927.542480
	Iteration 6F: 3 clusters Score -2.173342e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -21740746.000000 Penalty: 5927.542480
	Iteration 7F: 3 clusters Score -2.174075e+07 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113374 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -21750148.000000 Penalty: 5927.542480
	Iteration 8F: 3 clusters Score -2.175015e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123299 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -21759770.000000 Penalty: 5927.542480
	Iteration 9F: 3 clusters Score -2.175977e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131028 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -21766860.000000 Penalty: 5927.542480
	Iteration 10F: 3 clusters Score -2.176686e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136515 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -21771312.000000 Penalty: 5927.542480
	Iteration 11Q: 3 clusters Score -2.177131e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -21773702.000000 Penalty: 5927.542480
	Iteration 12Q: 3 clusters Score -2.17737e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143334 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -21775360.000000 Penalty: 5927.542480
	Iteration 13Q: 3 clusters Score -2.177536e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145756 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -21776284.000000 Penalty: 5927.542480
	Iteration 14Q: 3 clusters Score -2.177628e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147723 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -21777100.000000 Penalty: 5927.542480
	Iteration 15Q: 3 clusters Score -2.17771e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149278 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -21777444.000000 Penalty: 5927.542480
	Iteration 16Q: 3 clusters Score -2.177744e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150438 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -21777762.000000 Penalty: 5927.542480
	Iteration 17Q: 3 clusters Score -2.177776e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -21777864.000000 Penalty: 5927.542480
	Iteration 18Q: 3 clusters Score -2.177786e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151999 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -21777984.000000 Penalty: 5927.542480
	Iteration 19Q: 3 clusters Score -2.177798e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152479 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -21778110.000000 Penalty: 5927.542480
	Iteration 20F: 3 clusters Score -2.177811e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152838 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -21778098.000000 Penalty: 5927.542480
	Iteration 21Q: 3 clusters Score -2.17781e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153104 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -21778070.000000 Penalty: 5927.542480
	Iteration 22Q: 3 clusters Score -2.177807e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153290 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -21778082.000000 Penalty: 5927.542480
	Iteration 23Q: 3 clusters Score -2.177808e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153419 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -21778102.000000 Penalty: 5927.542480
	Iteration 24Q: 3 clusters Score -2.17781e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -21778054.000000 Penalty: 5927.542480
	Iteration 25Q: 3 clusters Score -2.177805e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153587 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -21778072.000000 Penalty: 5927.542480
	Iteration 26Q: 3 clusters Score -2.177807e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153648 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -21778060.000000 Penalty: 5927.542480
	Iteration 27Q: 3 clusters Score -2.177806e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153708 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -21778042.000000 Penalty: 5927.542480
	Iteration 28Q: 3 clusters Score -2.177804e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153760 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -21778032.000000 Penalty: 5927.542480
	Iteration 29Q: 3 clusters Score -2.177803e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153811 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -21778004.000000 Penalty: 5927.542480
	Iteration 30Q: 3 clusters Score -2.1778e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153843 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21778048.000000 Penalty: 5927.542480
	Iteration 31Q: 3 clusters Score -2.177805e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153870 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21778058.000000 Penalty: 5927.542480
	Iteration 32Q: 3 clusters Score -2.177806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153891 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -21778030.000000 Penalty: 5927.542480
	Iteration 33Q: 3 clusters Score -2.177803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153909 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -21778042.000000 Penalty: 5927.542480
	Iteration 34Q: 3 clusters Score -2.177804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153926 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -21778042.000000 Penalty: 5927.542480
	Iteration 35Q: 3 clusters Score -2.177804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153938 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -21778040.000000 Penalty: 5927.542480
	Iteration 36Q: 3 clusters Score -2.177804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153950 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21778016.000000 Penalty: 5927.542480
	Iteration 37Q: 3 clusters Score -2.177802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153964 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -21778020.000000 Penalty: 5927.542480
	Iteration 38Q: 3 clusters Score -2.177802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153974 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21778034.000000 Penalty: 5927.542480
	Iteration 39Q: 3 clusters Score -2.177803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153989 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -21778022.000000 Penalty: 5927.542480
	Iteration 40F: 3 clusters Score -2.177802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153999 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -21778052.000000 Penalty: 5927.542480
	Iteration 41Q: 3 clusters Score -2.177805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154007 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -21778046.000000 Penalty: 5927.542480
	Iteration 42Q: 3 clusters Score -2.177805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -21778056.000000 Penalty: 5927.542480
	Iteration 43Q: 3 clusters Score -2.177806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -21778058.000000 Penalty: 5927.542480
	Iteration 44Q: 3 clusters Score -2.177806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -21778052.000000 Penalty: 5927.542480
	Iteration 45Q: 3 clusters Score -2.177805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154025 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -21778052.000000 Penalty: 5927.542480
	Iteration 46Q: 3 clusters Score -2.177805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154028 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -21778058.000000 Penalty: 5927.542480
	Iteration 47Q: 3 clusters Score -2.177806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -21778050.000000 Penalty: 5927.542480
	Iteration 48Q: 3 clusters Score -2.177805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154032 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -21778060.000000 Penalty: 5927.542480
	Iteration 49Q: 3 clusters Score -2.177806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154036 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -21778040.000000 Penalty: 5927.542480
	Iteration 50Q: 3 clusters Score -2.177804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154037 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -21778036.000000 Penalty: 5927.542480
	Iteration 51Q: 3 clusters Score -2.177804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154037 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -21778036.000000 Penalty: 5927.542480
	Iteration 52F: 3 clusters Score -2.177804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Entering Unmasked Estep 
Score: -2850460.750000 Penalty: 2456.337402
	Iteration 0F: 2 clusters Score -2850461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2836317.750000 Penalty: 4912.674805
	Iteration 0F: 3 clusters Score -2836318 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2841153.750000 Penalty: 4912.674805
	Iteration 1F: 3 clusters Score -2841154 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2841538.500000 Penalty: 4912.674805
	Iteration 2F: 3 clusters Score -2841538 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2841797.750000 Penalty: 4912.674805
	Iteration 3Q: 3 clusters Score -2841798 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2842057.000000 Penalty: 4912.674805
	Iteration 4Q: 3 clusters Score -2842057 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2842358.500000 Penalty: 4912.674805
	Iteration 5Q: 3 clusters Score -2842358 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2842789.250000 Penalty: 4912.674805
	Iteration 6Q: 3 clusters Score -2842789 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2843399.250000 Penalty: 4912.674805
	Iteration 7F: 3 clusters Score -2843399 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2844233.000000 Penalty: 4912.674805
	Iteration 8F: 3 clusters Score -2844233 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2845422.500000 Penalty: 4912.674805
	Iteration 9F: 3 clusters Score -2845422 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2846579.250000 Penalty: 4912.674805
	Iteration 10F: 3 clusters Score -2846579 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2847548.000000 Penalty: 4912.674805
	Iteration 11Q: 3 clusters Score -2847548 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2848121.750000 Penalty: 4912.674805
	Iteration 12Q: 3 clusters Score -2848122 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2848389.250000 Penalty: 4912.674805
	Iteration 13Q: 3 clusters Score -2848389 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2848494.250000 Penalty: 4912.674805
	Iteration 14Q: 3 clusters Score -2848494 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2848554.750000 Penalty: 4912.674805
	Iteration 15Q: 3 clusters Score -2848555 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2848598.500000 Penalty: 4912.674805
	Iteration 16Q: 3 clusters Score -2848598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2848626.250000 Penalty: 4912.674805
	Iteration 17Q: 3 clusters Score -2848626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2848646.500000 Penalty: 4912.674805
	Iteration 18Q: 3 clusters Score -2848646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2848669.500000 Penalty: 4912.674805
	Iteration 19Q: 3 clusters Score -2848670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2848680.250000 Penalty: 4912.674805
	Iteration 20F: 3 clusters Score -2848680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2848687.750000 Penalty: 4912.674805
	Iteration 21Q: 3 clusters Score -2848688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2848692.250000 Penalty: 4912.674805
	Iteration 22Q: 3 clusters Score -2848692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2848695.250000 Penalty: 4912.674805
	Iteration 23Q: 3 clusters Score -2848695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2848704.000000 Penalty: 4912.674805
	Iteration 24Q: 3 clusters Score -2848704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2848704.000000 Penalty: 4912.674805
	Iteration 25Q: 3 clusters Score -2848704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2848708.000000 Penalty: 4912.674805
	Iteration 26Q: 3 clusters Score -2848708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2848711.250000 Penalty: 4912.674805
	Iteration 27Q: 3 clusters Score -2848711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2848714.500000 Penalty: 4912.674805
	Iteration 28Q: 3 clusters Score -2848714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2848720.250000 Penalty: 4912.674805
	Iteration 29Q: 3 clusters Score -2848720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2848719.750000 Penalty: 4912.674805
	Iteration 30Q: 3 clusters Score -2848720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2848726.250000 Penalty: 4912.674805
	Iteration 31Q: 3 clusters Score -2848726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2848726.500000 Penalty: 4912.674805
	Iteration 32Q: 3 clusters Score -2848726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2848729.000000 Penalty: 4912.674805
	Iteration 33Q: 3 clusters Score -2848729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2848728.750000 Penalty: 4912.674805
	Iteration 34Q: 3 clusters Score -2848729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2848726.000000 Penalty: 4912.674805
	Iteration 35Q: 3 clusters Score -2848726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2848728.750000 Penalty: 4912.674805
	Iteration 36Q: 3 clusters Score -2848729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2848732.250000 Penalty: 4912.674805
	Iteration 37Q: 3 clusters Score -2848732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2848734.500000 Penalty: 4912.674805
	Iteration 38Q: 3 clusters Score -2848734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2848738.000000 Penalty: 4912.674805
	Iteration 39Q: 3 clusters Score -2848738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2848740.500000 Penalty: 4912.674805
	Iteration 40F: 3 clusters Score -2848740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2848742.000000 Penalty: 4912.674805
	Iteration 41Q: 3 clusters Score -2848742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2848746.000000 Penalty: 4912.674805
	Iteration 42Q: 3 clusters Score -2848746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2848750.750000 Penalty: 4912.674805
	Iteration 43Q: 3 clusters Score -2848751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2848754.250000 Penalty: 4912.674805
	Iteration 44Q: 3 clusters Score -2848754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2848758.250000 Penalty: 4912.674805
	Iteration 45Q: 3 clusters Score -2848758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2848762.750000 Penalty: 4912.674805
	Iteration 46Q: 3 clusters Score -2848763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2848764.500000 Penalty: 4912.674805
	Iteration 47Q: 3 clusters Score -2848764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2848764.500000 Penalty: 4912.674805
	Iteration 48Q: 3 clusters Score -2848764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2848764.500000 Penalty: 4912.674805
	Iteration 49F: 3 clusters Score -2848764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Entering Unmasked Estep 
Score: -11030940.000000 Penalty: 2792.184082
	Iteration 0F: 2 clusters Score -1.103094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -10979266.000000 Penalty: 5584.368164
	Iteration 0F: 3 clusters Score -1.097927e+07 nChanged 36437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -10999256.000000 Penalty: 5584.368164
	Iteration 1F: 3 clusters Score -1.099926e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -10999862.000000 Penalty: 5584.368164
	Iteration 2Q: 3 clusters Score -1.099986e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -11000444.000000 Penalty: 5584.368164
	Iteration 3Q: 3 clusters Score -1.100044e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -11001274.000000 Penalty: 5584.368164
	Iteration 4Q: 3 clusters Score -1.100127e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -11002491.000000 Penalty: 5584.368164
	Iteration 5Q: 3 clusters Score -1.100249e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -11004460.000000 Penalty: 5584.368164
	Iteration 6Q: 3 clusters Score -1.100446e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -11007792.000000 Penalty: 5584.368164
	Iteration 7F: 3 clusters Score -1.100779e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -11012730.000000 Penalty: 5584.368164
	Iteration 8F: 3 clusters Score -1.101273e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -11018523.000000 Penalty: 5584.368164
	Iteration 9F: 3 clusters Score -1.101852e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -11023446.000000 Penalty: 5584.368164
	Iteration 10F: 3 clusters Score -1.102345e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -11026222.000000 Penalty: 5584.368164
	Iteration 11Q: 3 clusters Score -1.102622e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -11027609.000000 Penalty: 5584.368164
	Iteration 12Q: 3 clusters Score -1.102761e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -11028258.000000 Penalty: 5584.368164
	Iteration 13Q: 3 clusters Score -1.102826e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -11028530.000000 Penalty: 5584.368164
	Iteration 14Q: 3 clusters Score -1.102853e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -11028665.000000 Penalty: 5584.368164
	Iteration 15Q: 3 clusters Score -1.102866e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -11028744.000000 Penalty: 5584.368164
	Iteration 16Q: 3 clusters Score -1.102874e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -11028824.000000 Penalty: 5584.368164
	Iteration 17Q: 3 clusters Score -1.102882e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -11028859.000000 Penalty: 5584.368164
	Iteration 18Q: 3 clusters Score -1.102886e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -11028901.000000 Penalty: 5584.368164
	Iteration 19Q: 3 clusters Score -1.10289e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -11028918.000000 Penalty: 5584.368164
	Iteration 20F: 3 clusters Score -1.102892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -11028925.000000 Penalty: 5584.368164
	Iteration 21Q: 3 clusters Score -1.102892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -11028925.000000 Penalty: 5584.368164
	Iteration 22Q: 3 clusters Score -1.102892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 76417 members 
Entering Unmasked Estep 
Score: -11028934.000000 Penalty: 5584.368164
	Iteration 23Q: 3 clusters Score -1.102893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -11028935.000000 Penalty: 5584.368164
	Iteration 24Q: 3 clusters Score -1.102894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 76433 members 
Entering Unmasked Estep 
Score: -11028943.000000 Penalty: 5584.368164
	Iteration 25Q: 3 clusters Score -1.102894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -11028938.000000 Penalty: 5584.368164
	Iteration 26Q: 3 clusters Score -1.102894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -11028939.000000 Penalty: 5584.368164
	Iteration 27Q: 3 clusters Score -1.102894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 76441 members 
Entering Unmasked Estep 
Score: -11028935.000000 Penalty: 5584.368164
	Iteration 28Q: 3 clusters Score -1.102894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 76442 members 
Entering Unmasked Estep 
Score: -11028928.000000 Penalty: 5584.368164
	Iteration 29Q: 3 clusters Score -1.102893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -11028930.000000 Penalty: 5584.368164
	Iteration 30Q: 3 clusters Score -1.102893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -11028942.000000 Penalty: 5584.368164
	Iteration 31Q: 3 clusters Score -1.102894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -11028940.000000 Penalty: 5584.368164
	Iteration 32Q: 3 clusters Score -1.102894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -11028936.000000 Penalty: 5584.368164
	Iteration 33Q: 3 clusters Score -1.102894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -11028936.000000 Penalty: 5584.368164
	Iteration 34F: 3 clusters Score -1.102894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -267578.625000 Penalty: 1876.188232
	Iteration 0F: 2 clusters Score -267578.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -265016.718750 Penalty: 3752.376465
	Iteration 0F: 3 clusters Score -265016.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -265437.718750 Penalty: 3752.376465
	Iteration 1F: 3 clusters Score -265437.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -265561.031250 Penalty: 3752.376465
	Iteration 2F: 3 clusters Score -265561 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -265635.906250 Penalty: 3752.376465
	Iteration 3Q: 3 clusters Score -265635.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -265684.437500 Penalty: 3752.376465
	Iteration 4Q: 3 clusters Score -265684.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -265715.812500 Penalty: 3752.376465
	Iteration 5Q: 3 clusters Score -265715.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -265738.468750 Penalty: 3752.376465
	Iteration 6Q: 3 clusters Score -265738.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -265757.062500 Penalty: 3752.376465
	Iteration 7Q: 3 clusters Score -265757.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -265776.250000 Penalty: 3752.376465
	Iteration 8Q: 3 clusters Score -265776.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -265795.843750 Penalty: 3752.376465
	Iteration 9Q: 3 clusters Score -265795.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -265809.468750 Penalty: 3752.376465
	Iteration 10Q: 3 clusters Score -265809.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -265819.875000 Penalty: 3752.376465
	Iteration 11Q: 3 clusters Score -265819.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -265826.593750 Penalty: 3752.376465
	Iteration 12Q: 3 clusters Score -265826.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -265829.437500 Penalty: 3752.376465
	Iteration 13Q: 3 clusters Score -265829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -265832.531250 Penalty: 3752.376465
	Iteration 14Q: 3 clusters Score -265832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -265833.156250 Penalty: 3752.376465
	Iteration 15Q: 3 clusters Score -265833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -265834.750000 Penalty: 3752.376465
	Iteration 16Q: 3 clusters Score -265834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -265837.875000 Penalty: 3752.376465
	Iteration 17Q: 3 clusters Score -265837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -265839.968750 Penalty: 3752.376465
	Iteration 18Q: 3 clusters Score -265840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -265847.343750 Penalty: 3752.376465
	Iteration 19Q: 3 clusters Score -265847.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -265852.312500 Penalty: 3752.376465
	Iteration 20F: 3 clusters Score -265852.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -265857.500000 Penalty: 3752.376465
	Iteration 21Q: 3 clusters Score -265857.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -265866.718750 Penalty: 3752.376465
	Iteration 22Q: 3 clusters Score -265866.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -265877.937500 Penalty: 3752.376465
	Iteration 23Q: 3 clusters Score -265877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -265885.531250 Penalty: 3752.376465
	Iteration 24Q: 3 clusters Score -265885.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -265894.968750 Penalty: 3752.376465
	Iteration 25Q: 3 clusters Score -265895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -265901.281250 Penalty: 3752.376465
	Iteration 26Q: 3 clusters Score -265901.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -265912.625000 Penalty: 3752.376465
	Iteration 27Q: 3 clusters Score -265912.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -265925.156250 Penalty: 3752.376465
	Iteration 28Q: 3 clusters Score -265925.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -265938.562500 Penalty: 3752.376465
	Iteration 29Q: 3 clusters Score -265938.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -265950.375000 Penalty: 3752.376465
	Iteration 30Q: 3 clusters Score -265950.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -265954.406250 Penalty: 3752.376465
	Iteration 31Q: 3 clusters Score -265954.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -265959.875000 Penalty: 3752.376465
	Iteration 32Q: 3 clusters Score -265959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -265963.312500 Penalty: 3752.376465
	Iteration 33Q: 3 clusters Score -265963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -265967.218750 Penalty: 3752.376465
	Iteration 34Q: 3 clusters Score -265967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -265968.875000 Penalty: 3752.376465
	Iteration 35Q: 3 clusters Score -265968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -265970.250000 Penalty: 3752.376465
	Iteration 36Q: 3 clusters Score -265970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -265972.500000 Penalty: 3752.376465
	Iteration 37Q: 3 clusters Score -265972.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -265977.812500 Penalty: 3752.376465
	Iteration 38Q: 3 clusters Score -265977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -265980.187500 Penalty: 3752.376465
	Iteration 39Q: 3 clusters Score -265980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -265983.593750 Penalty: 3752.376465
	Iteration 40F: 3 clusters Score -265983.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -265986.406250 Penalty: 3752.376465
	Iteration 41Q: 3 clusters Score -265986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -265989.406250 Penalty: 3752.376465
	Iteration 42Q: 3 clusters Score -265989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -265991.656250 Penalty: 3752.376465
	Iteration 43Q: 3 clusters Score -265991.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -265994.250000 Penalty: 3752.376465
	Iteration 44Q: 3 clusters Score -265994.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -265997.625000 Penalty: 3752.376465
	Iteration 45Q: 3 clusters Score -265997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -265997.937500 Penalty: 3752.376465
	Iteration 46Q: 3 clusters Score -265997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -265997.937500 Penalty: 3752.376465
	Iteration 47Q: 3 clusters Score -265997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -265997.937500 Penalty: 3752.376465
	Iteration 48F: 3 clusters Score -265997.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -903610.062500 Penalty: 2169.500977
	Iteration 0F: 2 clusters Score -903610.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -898259.062500 Penalty: 4339.001953
	Iteration 0F: 3 clusters Score -898259.1 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -899674.750000 Penalty: 4339.001953
	Iteration 1F: 3 clusters Score -899674.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -899913.812500 Penalty: 4339.001953
	Iteration 2F: 3 clusters Score -899913.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -900074.125000 Penalty: 4339.001953
	Iteration 3Q: 3 clusters Score -900074.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -900197.437500 Penalty: 4339.001953
	Iteration 4Q: 3 clusters Score -900197.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -900297.875000 Penalty: 4339.001953
	Iteration 5Q: 3 clusters Score -900297.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -900380.875000 Penalty: 4339.001953
	Iteration 6Q: 3 clusters Score -900380.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -900446.937500 Penalty: 4339.001953
	Iteration 7Q: 3 clusters Score -900446.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -900502.687500 Penalty: 4339.001953
	Iteration 8Q: 3 clusters Score -900502.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -900557.687500 Penalty: 4339.001953
	Iteration 9Q: 3 clusters Score -900557.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -900617.375000 Penalty: 4339.001953
	Iteration 10Q: 3 clusters Score -900617.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -900688.875000 Penalty: 4339.001953
	Iteration 11Q: 3 clusters Score -900688.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -900781.937500 Penalty: 4339.001953
	Iteration 12Q: 3 clusters Score -900781.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -900868.312500 Penalty: 4339.001953
	Iteration 13Q: 3 clusters Score -900868.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -900955.437500 Penalty: 4339.001953
	Iteration 14Q: 3 clusters Score -900955.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -901048.937500 Penalty: 4339.001953
	Iteration 15Q: 3 clusters Score -901048.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -901107.187500 Penalty: 4339.001953
	Iteration 16Q: 3 clusters Score -901107.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -901163.062500 Penalty: 4339.001953
	Iteration 17Q: 3 clusters Score -901163.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -901216.562500 Penalty: 4339.001953
	Iteration 18Q: 3 clusters Score -901216.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -901268.062500 Penalty: 4339.001953
	Iteration 19Q: 3 clusters Score -901268.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -901322.062500 Penalty: 4339.001953
	Iteration 20F: 3 clusters Score -901322.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -901371.125000 Penalty: 4339.001953
	Iteration 21Q: 3 clusters Score -901371.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -901418.312500 Penalty: 4339.001953
	Iteration 22Q: 3 clusters Score -901418.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -901459.312500 Penalty: 4339.001953
	Iteration 23Q: 3 clusters Score -901459.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -901505.812500 Penalty: 4339.001953
	Iteration 24Q: 3 clusters Score -901505.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -901536.750000 Penalty: 4339.001953
	Iteration 25Q: 3 clusters Score -901536.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -901556.625000 Penalty: 4339.001953
	Iteration 26Q: 3 clusters Score -901556.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -901571.687500 Penalty: 4339.001953
	Iteration 27Q: 3 clusters Score -901571.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -901582.312500 Penalty: 4339.001953
	Iteration 28Q: 3 clusters Score -901582.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -901586.437500 Penalty: 4339.001953
	Iteration 29Q: 3 clusters Score -901586.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -901591.250000 Penalty: 4339.001953
	Iteration 30Q: 3 clusters Score -901591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -901593.500000 Penalty: 4339.001953
	Iteration 31Q: 3 clusters Score -901593.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -901598.062500 Penalty: 4339.001953
	Iteration 32Q: 3 clusters Score -901598.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -901606.000000 Penalty: 4339.001953
	Iteration 33Q: 3 clusters Score -901606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -901615.187500 Penalty: 4339.001953
	Iteration 34Q: 3 clusters Score -901615.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -901622.500000 Penalty: 4339.001953
	Iteration 35Q: 3 clusters Score -901622.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -901626.750000 Penalty: 4339.001953
	Iteration 36Q: 3 clusters Score -901626.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -901636.625000 Penalty: 4339.001953
	Iteration 37Q: 3 clusters Score -901636.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -901646.437500 Penalty: 4339.001953
	Iteration 38Q: 3 clusters Score -901646.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -901654.937500 Penalty: 4339.001953
	Iteration 39Q: 3 clusters Score -901654.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -901660.625000 Penalty: 4339.001953
	Iteration 40F: 3 clusters Score -901660.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -901666.750000 Penalty: 4339.001953
	Iteration 41Q: 3 clusters Score -901666.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -901670.625000 Penalty: 4339.001953
	Iteration 42Q: 3 clusters Score -901670.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -901671.562500 Penalty: 4339.001953
	Iteration 43Q: 3 clusters Score -901671.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -901673.375000 Penalty: 4339.001953
	Iteration 44Q: 3 clusters Score -901673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -901675.812500 Penalty: 4339.001953
	Iteration 45Q: 3 clusters Score -901675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -901674.875000 Penalty: 4339.001953
	Iteration 46Q: 3 clusters Score -901674.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -901674.875000 Penalty: 4339.001953
	Iteration 47Q: 3 clusters Score -901674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -901676.937500 Penalty: 4339.001953
	Iteration 48Q: 3 clusters Score -901676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -901676.875000 Penalty: 4339.001953
	Iteration 49Q: 3 clusters Score -901676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -901677.875000 Penalty: 4339.001953
	Iteration 50Q: 3 clusters Score -901677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -901679.500000 Penalty: 4339.001953
	Iteration 51Q: 3 clusters Score -901679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -901679.500000 Penalty: 4339.001953
	Iteration 52F: 3 clusters Score -901679.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Entering Unmasked Estep 
Score: -4998393.500000 Penalty: 2605.697998
	Iteration 0F: 2 clusters Score -4998394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4973656.000000 Penalty: 5211.395996
	Iteration 0F: 3 clusters Score -4973656 nChanged 16654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4983805.000000 Penalty: 5211.395996
	Iteration 1F: 3 clusters Score -4983805 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -4985565.000000 Penalty: 5211.395996
	Iteration 2F: 3 clusters Score -4985565 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -4987482.000000 Penalty: 5211.395996
	Iteration 3F: 3 clusters Score -4987482 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -4989540.500000 Penalty: 5211.395996
	Iteration 4F: 3 clusters Score -4989540 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4991578.500000 Penalty: 5211.395996
	Iteration 5F: 3 clusters Score -4991578 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -4993237.000000 Penalty: 5211.395996
	Iteration 6F: 3 clusters Score -4993237 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -4994461.000000 Penalty: 5211.395996
	Iteration 7Q: 3 clusters Score -4994461 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4995355.000000 Penalty: 5211.395996
	Iteration 8Q: 3 clusters Score -4995355 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4995918.500000 Penalty: 5211.395996
	Iteration 9Q: 3 clusters Score -4995918 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4996337.000000 Penalty: 5211.395996
	Iteration 10Q: 3 clusters Score -4996337 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -4996786.000000 Penalty: 5211.395996
	Iteration 11Q: 3 clusters Score -4996786 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4997228.500000 Penalty: 5211.395996
	Iteration 12Q: 3 clusters Score -4997228 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4997538.000000 Penalty: 5211.395996
	Iteration 13Q: 3 clusters Score -4997538 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4997726.000000 Penalty: 5211.395996
	Iteration 14Q: 3 clusters Score -4997726 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4997839.500000 Penalty: 5211.395996
	Iteration 15Q: 3 clusters Score -4997840 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4997909.500000 Penalty: 5211.395996
	Iteration 16Q: 3 clusters Score -4997910 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4997938.500000 Penalty: 5211.395996
	Iteration 17Q: 3 clusters Score -4997938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4997958.000000 Penalty: 5211.395996
	Iteration 18Q: 3 clusters Score -4997958 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4997983.500000 Penalty: 5211.395996
	Iteration 19Q: 3 clusters Score -4997984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4998005.000000 Penalty: 5211.395996
	Iteration 20F: 3 clusters Score -4998005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4998036.000000 Penalty: 5211.395996
	Iteration 21Q: 3 clusters Score -4998036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4998039.000000 Penalty: 5211.395996
	Iteration 22Q: 3 clusters Score -4998039 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4998048.000000 Penalty: 5211.395996
	Iteration 23Q: 3 clusters Score -4998048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4998080.000000 Penalty: 5211.395996
	Iteration 24Q: 3 clusters Score -4998080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4998089.500000 Penalty: 5211.395996
	Iteration 25Q: 3 clusters Score -4998090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4998096.000000 Penalty: 5211.395996
	Iteration 26Q: 3 clusters Score -4998096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4998100.000000 Penalty: 5211.395996
	Iteration 27Q: 3 clusters Score -4998100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4998098.500000 Penalty: 5211.395996
	Iteration 28Q: 3 clusters Score -4998098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4998102.500000 Penalty: 5211.395996
	Iteration 29Q: 3 clusters Score -4998102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4998109.000000 Penalty: 5211.395996
	Iteration 30Q: 3 clusters Score -4998109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4998112.000000 Penalty: 5211.395996
	Iteration 31Q: 3 clusters Score -4998112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4998115.500000 Penalty: 5211.395996
	Iteration 32Q: 3 clusters Score -4998116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4998112.000000 Penalty: 5211.395996
	Iteration 33Q: 3 clusters Score -4998112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4998113.500000 Penalty: 5211.395996
	Iteration 34Q: 3 clusters Score -4998114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4998109.000000 Penalty: 5211.395996
	Iteration 35Q: 3 clusters Score -4998109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4998113.500000 Penalty: 5211.395996
	Iteration 36Q: 3 clusters Score -4998114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4998120.500000 Penalty: 5211.395996
	Iteration 37Q: 3 clusters Score -4998120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4998118.000000 Penalty: 5211.395996
	Iteration 38Q: 3 clusters Score -4998118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4998118.500000 Penalty: 5211.395996
	Iteration 39Q: 3 clusters Score -4998118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4998121.500000 Penalty: 5211.395996
	Iteration 40F: 3 clusters Score -4998122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4998129.500000 Penalty: 5211.395996
	Iteration 41Q: 3 clusters Score -4998130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4998126.500000 Penalty: 5211.395996
	Iteration 42Q: 3 clusters Score -4998126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4998127.000000 Penalty: 5211.395996
	Iteration 43Q: 3 clusters Score -4998127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4998128.500000 Penalty: 5211.395996
	Iteration 44Q: 3 clusters Score -4998128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4998132.000000 Penalty: 5211.395996
	Iteration 45Q: 3 clusters Score -4998132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4998134.000000 Penalty: 5211.395996
	Iteration 46Q: 3 clusters Score -4998134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4998127.500000 Penalty: 5211.395996
	Iteration 47Q: 3 clusters Score -4998128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4998130.500000 Penalty: 5211.395996
	Iteration 48Q: 3 clusters Score -4998130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4998139.000000 Penalty: 5211.395996
	Iteration 49Q: 3 clusters Score -4998139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4998131.500000 Penalty: 5211.395996
	Iteration 50Q: 3 clusters Score -4998132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4998131.000000 Penalty: 5211.395996
	Iteration 51Q: 3 clusters Score -4998131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4998131.000000 Penalty: 5211.395996
	Iteration 52F: 3 clusters Score -4998131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Entering Unmasked Estep 
Score: -549022.375000 Penalty: 2050.772461
	Iteration 0F: 2 clusters Score -549022.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -545191.437500 Penalty: 4101.544922
	Iteration 0F: 3 clusters Score -545191.4 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -546080.875000 Penalty: 4101.544922
	Iteration 1F: 3 clusters Score -546080.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -546279.500000 Penalty: 4101.544922
	Iteration 2F: 3 clusters Score -546279.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -546409.062500 Penalty: 4101.544922
	Iteration 3F: 3 clusters Score -546409.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -546487.687500 Penalty: 4101.544922
	Iteration 4Q: 3 clusters Score -546487.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -546556.875000 Penalty: 4101.544922
	Iteration 5Q: 3 clusters Score -546556.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -546626.250000 Penalty: 4101.544922
	Iteration 6Q: 3 clusters Score -546626.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -546688.187500 Penalty: 4101.544922
	Iteration 7Q: 3 clusters Score -546688.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -546746.250000 Penalty: 4101.544922
	Iteration 8Q: 3 clusters Score -546746.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -546787.625000 Penalty: 4101.544922
	Iteration 9Q: 3 clusters Score -546787.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -546827.750000 Penalty: 4101.544922
	Iteration 10Q: 3 clusters Score -546827.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -546858.375000 Penalty: 4101.544922
	Iteration 11Q: 3 clusters Score -546858.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -546887.625000 Penalty: 4101.544922
	Iteration 12Q: 3 clusters Score -546887.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -546915.750000 Penalty: 4101.544922
	Iteration 13Q: 3 clusters Score -546915.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -546948.562500 Penalty: 4101.544922
	Iteration 14Q: 3 clusters Score -546948.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -546978.000000 Penalty: 4101.544922
	Iteration 15Q: 3 clusters Score -546978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -547012.437500 Penalty: 4101.544922
	Iteration 16Q: 3 clusters Score -547012.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -547046.312500 Penalty: 4101.544922
	Iteration 17Q: 3 clusters Score -547046.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -547071.125000 Penalty: 4101.544922
	Iteration 18Q: 3 clusters Score -547071.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -547106.562500 Penalty: 4101.544922
	Iteration 19Q: 3 clusters Score -547106.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -547146.437500 Penalty: 4101.544922
	Iteration 20F: 3 clusters Score -547146.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -547180.562500 Penalty: 4101.544922
	Iteration 21Q: 3 clusters Score -547180.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -547210.000000 Penalty: 4101.544922
	Iteration 22Q: 3 clusters Score -547210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -547237.687500 Penalty: 4101.544922
	Iteration 23Q: 3 clusters Score -547237.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -547268.875000 Penalty: 4101.544922
	Iteration 24Q: 3 clusters Score -547268.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -547296.875000 Penalty: 4101.544922
	Iteration 25Q: 3 clusters Score -547296.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -547326.437500 Penalty: 4101.544922
	Iteration 26Q: 3 clusters Score -547326.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -547349.312500 Penalty: 4101.544922
	Iteration 27Q: 3 clusters Score -547349.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -547361.937500 Penalty: 4101.544922
	Iteration 28Q: 3 clusters Score -547361.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -547373.562500 Penalty: 4101.544922
	Iteration 29Q: 3 clusters Score -547373.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -547383.187500 Penalty: 4101.544922
	Iteration 30Q: 3 clusters Score -547383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -547394.125000 Penalty: 4101.544922
	Iteration 31Q: 3 clusters Score -547394.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -547401.562500 Penalty: 4101.544922
	Iteration 32Q: 3 clusters Score -547401.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -547408.187500 Penalty: 4101.544922
	Iteration 33Q: 3 clusters Score -547408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -547412.062500 Penalty: 4101.544922
	Iteration 34Q: 3 clusters Score -547412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -547414.500000 Penalty: 4101.544922
	Iteration 35Q: 3 clusters Score -547414.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -547415.500000 Penalty: 4101.544922
	Iteration 36Q: 3 clusters Score -547415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -547416.625000 Penalty: 4101.544922
	Iteration 37Q: 3 clusters Score -547416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -547416.625000 Penalty: 4101.544922
	Iteration 38F: 3 clusters Score -547416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166474 members 
Entering Unmasked Estep 
Score: -23323630.000000 Penalty: 2981.603516
	Iteration 0F: 2 clusters Score -2.332363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -23218546.000000 Penalty: 5963.207031
	Iteration 0F: 3 clusters Score -2.321855e+07 nChanged 79950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87929 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -23265226.000000 Penalty: 5963.207031
	Iteration 1F: 3 clusters Score -2.326523e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -23266602.000000 Penalty: 5963.207031
	Iteration 2Q: 3 clusters Score -2.32666e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -23269074.000000 Penalty: 5963.207031
	Iteration 3Q: 3 clusters Score -2.326907e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103798 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -23273486.000000 Penalty: 5963.207031
	Iteration 4F: 3 clusters Score -2.327349e+07 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114343 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -23281606.000000 Penalty: 5963.207031
	Iteration 5F: 3 clusters Score -2.328161e+07 nChanged 13831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127180 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -23292774.000000 Penalty: 5963.207031
	Iteration 6F: 3 clusters Score -2.329277e+07 nChanged 13259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139861 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -23304700.000000 Penalty: 5963.207031
	Iteration 7F: 3 clusters Score -2.33047e+07 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149837 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -23313320.000000 Penalty: 5963.207031
	Iteration 8F: 3 clusters Score -2.331332e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -23317818.000000 Penalty: 5963.207031
	Iteration 9Q: 3 clusters Score -2.331782e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159724 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -23319824.000000 Penalty: 5963.207031
	Iteration 10Q: 3 clusters Score -2.331982e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161681 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -23321034.000000 Penalty: 5963.207031
	Iteration 11Q: 3 clusters Score -2.332103e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162697 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -23321646.000000 Penalty: 5963.207031
	Iteration 12Q: 3 clusters Score -2.332165e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163225 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -23321882.000000 Penalty: 5963.207031
	Iteration 13Q: 3 clusters Score -2.332188e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163560 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -23322006.000000 Penalty: 5963.207031
	Iteration 14Q: 3 clusters Score -2.332201e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163788 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -23322116.000000 Penalty: 5963.207031
	Iteration 15Q: 3 clusters Score -2.332212e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163950 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -23322174.000000 Penalty: 5963.207031
	Iteration 16Q: 3 clusters Score -2.332217e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164089 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -23322252.000000 Penalty: 5963.207031
	Iteration 17Q: 3 clusters Score -2.332225e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164202 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -23322252.000000 Penalty: 5963.207031
	Iteration 18Q: 3 clusters Score -2.332225e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -23322292.000000 Penalty: 5963.207031
	Iteration 19Q: 3 clusters Score -2.332229e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164345 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -23322282.000000 Penalty: 5963.207031
	Iteration 20F: 3 clusters Score -2.332228e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164404 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -23322282.000000 Penalty: 5963.207031
	Iteration 21Q: 3 clusters Score -2.332228e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164450 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -23322292.000000 Penalty: 5963.207031
	Iteration 22Q: 3 clusters Score -2.332229e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164493 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -23322306.000000 Penalty: 5963.207031
	Iteration 23Q: 3 clusters Score -2.332231e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164535 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -23322316.000000 Penalty: 5963.207031
	Iteration 24Q: 3 clusters Score -2.332232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164561 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -23322344.000000 Penalty: 5963.207031
	Iteration 25Q: 3 clusters Score -2.332234e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164593 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -23322324.000000 Penalty: 5963.207031
	Iteration 26Q: 3 clusters Score -2.332232e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164615 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -23322288.000000 Penalty: 5963.207031
	Iteration 27Q: 3 clusters Score -2.332229e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164641 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -23322298.000000 Penalty: 5963.207031
	Iteration 28Q: 3 clusters Score -2.33223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164663 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -23322274.000000 Penalty: 5963.207031
	Iteration 29Q: 3 clusters Score -2.332227e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164682 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -23322292.000000 Penalty: 5963.207031
	Iteration 30Q: 3 clusters Score -2.332229e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164708 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23322254.000000 Penalty: 5963.207031
	Iteration 31Q: 3 clusters Score -2.332225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164722 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -23322262.000000 Penalty: 5963.207031
	Iteration 32Q: 3 clusters Score -2.332226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164738 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -23322286.000000 Penalty: 5963.207031
	Iteration 33Q: 3 clusters Score -2.332229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164754 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -23322248.000000 Penalty: 5963.207031
	Iteration 34Q: 3 clusters Score -2.332225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164767 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -23322274.000000 Penalty: 5963.207031
	Iteration 35Q: 3 clusters Score -2.332227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164776 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -23322248.000000 Penalty: 5963.207031
	Iteration 36Q: 3 clusters Score -2.332225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164788 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -23322240.000000 Penalty: 5963.207031
	Iteration 37Q: 3 clusters Score -2.332224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164799 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -23322228.000000 Penalty: 5963.207031
	Iteration 38Q: 3 clusters Score -2.332223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164807 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -23322208.000000 Penalty: 5963.207031
	Iteration 39Q: 3 clusters Score -2.332221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164813 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -23322224.000000 Penalty: 5963.207031
	Iteration 40F: 3 clusters Score -2.332222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164817 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -23322232.000000 Penalty: 5963.207031
	Iteration 41Q: 3 clusters Score -2.332223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164825 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -23322224.000000 Penalty: 5963.207031
	Iteration 42Q: 3 clusters Score -2.332222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164826 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -23322222.000000 Penalty: 5963.207031
	Iteration 43Q: 3 clusters Score -2.332222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164828 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -23322224.000000 Penalty: 5963.207031
	Iteration 44Q: 3 clusters Score -2.332222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164829 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -23322232.000000 Penalty: 5963.207031
	Iteration 45Q: 3 clusters Score -2.332223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164830 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -23322228.000000 Penalty: 5963.207031
	Iteration 46Q: 3 clusters Score -2.332223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164830 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -23322228.000000 Penalty: 5963.207031
	Iteration 47F: 3 clusters Score -2.332223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -65332.414062 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -65332.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63859.089844 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -63859.09 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64263.421875 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -64263.42 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64562.832031 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -64562.83 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65126.949219 Penalty: 3130.620361
	Iteration 3F: 3 clusters Score -65126.95 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -66073.054688 Penalty: 3130.620361
	Iteration 4F: 3 clusters Score -66073.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -66476.742188 Penalty: 3130.620361
	Iteration 5F: 3 clusters Score -66476.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -66557.500000 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -66557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -66565.320312 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -66565.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -66565.320312 Penalty: 3130.620361
	Iteration 8F: 3 clusters Score -66565.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26993 members 
Mstep: Class 3 contains 110765 members 
Mstep: Class 4 contains 56982 members 
Mstep: Class 5 contains 95528 members 
Mstep: Class 6 contains 113672 members 
Mstep: Class 7 contains 99427 members 
Mstep: Class 8 contains 3546 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154924 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 77560 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6298 members 
Mstep: Class 15 contains 36565 members 
Mstep: Class 16 contains 3902 members 
Mstep: Class 17 contains 166474 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 19 contains 37270 members 
Mstep: Class 20 contains 41214 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 104 members 
Entering Unmasked Estep 
Score: -147042560.000000 Penalty: 75686.148438
Splitting cluster 18 changes total score from -147043088.000000 to -147042560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Entering Unmasked Estep 
Score: -5326738.000000 Penalty: 2610.434082
	Iteration 0F: 2 clusters Score -5326738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -5301430.000000 Penalty: 5220.868164
	Iteration 0F: 3 clusters Score -5301430 nChanged 17015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5310646.000000 Penalty: 5220.868164
	Iteration 1F: 3 clusters Score -5310646 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -5311171.000000 Penalty: 5220.868164
	Iteration 2Q: 3 clusters Score -5311171 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -5311655.500000 Penalty: 5220.868164
	Iteration 3Q: 3 clusters Score -5311656 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5312257.000000 Penalty: 5220.868164
	Iteration 4Q: 3 clusters Score -5312257 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -5313094.500000 Penalty: 5220.868164
	Iteration 5Q: 3 clusters Score -5313094 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -5314302.500000 Penalty: 5220.868164
	Iteration 6F: 3 clusters Score -5314302 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -5316185.500000 Penalty: 5220.868164
	Iteration 7F: 3 clusters Score -5316186 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -5318504.000000 Penalty: 5220.868164
	Iteration 8F: 3 clusters Score -5318504 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -5320925.500000 Penalty: 5220.868164
	Iteration 9F: 3 clusters Score -5320926 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -5322693.000000 Penalty: 5220.868164
	Iteration 10Q: 3 clusters Score -5322693 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -5323666.000000 Penalty: 5220.868164
	Iteration 11Q: 3 clusters Score -5323666 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -5324048.500000 Penalty: 5220.868164
	Iteration 12Q: 3 clusters Score -5324048 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -5324252.500000 Penalty: 5220.868164
	Iteration 13Q: 3 clusters Score -5324252 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -5324337.500000 Penalty: 5220.868164
	Iteration 14Q: 3 clusters Score -5324338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -5324397.000000 Penalty: 5220.868164
	Iteration 15Q: 3 clusters Score -5324397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -5324428.500000 Penalty: 5220.868164
	Iteration 16Q: 3 clusters Score -5324428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -5324446.500000 Penalty: 5220.868164
	Iteration 17Q: 3 clusters Score -5324446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -5324463.000000 Penalty: 5220.868164
	Iteration 18Q: 3 clusters Score -5324463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -5324487.000000 Penalty: 5220.868164
	Iteration 19Q: 3 clusters Score -5324487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -5324492.000000 Penalty: 5220.868164
	Iteration 20F: 3 clusters Score -5324492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -5324500.000000 Penalty: 5220.868164
	Iteration 21Q: 3 clusters Score -5324500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -5324509.500000 Penalty: 5220.868164
	Iteration 22Q: 3 clusters Score -5324510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -5324516.000000 Penalty: 5220.868164
	Iteration 23Q: 3 clusters Score -5324516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -5324519.500000 Penalty: 5220.868164
	Iteration 24Q: 3 clusters Score -5324520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5324524.000000 Penalty: 5220.868164
	Iteration 25Q: 3 clusters Score -5324524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5324524.000000 Penalty: 5220.868164
	Iteration 26F: 3 clusters Score -5324524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Entering Unmasked Estep 
Score: -5889670.500000 Penalty: 2635.380371
	Iteration 0F: 2 clusters Score -5889670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -5861755.500000 Penalty: 5270.760742
	Iteration 0F: 3 clusters Score -5861756 nChanged 18944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -5871956.500000 Penalty: 5270.760742
	Iteration 1F: 3 clusters Score -5871956 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -5872462.000000 Penalty: 5270.760742
	Iteration 2Q: 3 clusters Score -5872462 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -5872914.500000 Penalty: 5270.760742
	Iteration 3Q: 3 clusters Score -5872914 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -5873320.000000 Penalty: 5270.760742
	Iteration 4Q: 3 clusters Score -5873320 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -5873713.500000 Penalty: 5270.760742
	Iteration 5Q: 3 clusters Score -5873714 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -5874305.500000 Penalty: 5270.760742
	Iteration 6Q: 3 clusters Score -5874306 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -5875123.000000 Penalty: 5270.760742
	Iteration 7Q: 3 clusters Score -5875123 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -5876432.500000 Penalty: 5270.760742
	Iteration 8F: 3 clusters Score -5876432 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -5878553.500000 Penalty: 5270.760742
	Iteration 9F: 3 clusters Score -5878554 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -5881207.000000 Penalty: 5270.760742
	Iteration 10F: 3 clusters Score -5881207 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -5883947.500000 Penalty: 5270.760742
	Iteration 11F: 3 clusters Score -5883948 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -5885867.500000 Penalty: 5270.760742
	Iteration 12Q: 3 clusters Score -5885868 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -5886704.000000 Penalty: 5270.760742
	Iteration 13Q: 3 clusters Score -5886704 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5887053.500000 Penalty: 5270.760742
	Iteration 14Q: 3 clusters Score -5887054 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -5887168.000000 Penalty: 5270.760742
	Iteration 15Q: 3 clusters Score -5887168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -5887240.000000 Penalty: 5270.760742
	Iteration 16Q: 3 clusters Score -5887240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -5887299.500000 Penalty: 5270.760742
	Iteration 17Q: 3 clusters Score -5887300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -5887333.500000 Penalty: 5270.760742
	Iteration 18Q: 3 clusters Score -5887334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -5887344.500000 Penalty: 5270.760742
	Iteration 19Q: 3 clusters Score -5887344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -5887352.000000 Penalty: 5270.760742
	Iteration 20F: 3 clusters Score -5887352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -5887358.000000 Penalty: 5270.760742
	Iteration 21Q: 3 clusters Score -5887358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -5887369.000000 Penalty: 5270.760742
	Iteration 22Q: 3 clusters Score -5887369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -5887370.000000 Penalty: 5270.760742
	Iteration 23Q: 3 clusters Score -5887370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -5887370.000000 Penalty: 5270.760742
	Iteration 24F: 3 clusters Score -5887370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -193273.781250 Penalty: 1794.790649
	Iteration 0F: 2 clusters Score -193273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -191067.281250 Penalty: 3589.581299
	Iteration 0F: 3 clusters Score -191067.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -191452.968750 Penalty: 3589.581299
	Iteration 1F: 3 clusters Score -191453 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -191659.390625 Penalty: 3589.581299
	Iteration 2F: 3 clusters Score -191659.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -191884.484375 Penalty: 3589.581299
	Iteration 3F: 3 clusters Score -191884.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -192050.125000 Penalty: 3589.581299
	Iteration 4F: 3 clusters Score -192050.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -192179.968750 Penalty: 3589.581299
	Iteration 5F: 3 clusters Score -192180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -192267.265625 Penalty: 3589.581299
	Iteration 6Q: 3 clusters Score -192267.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -192346.312500 Penalty: 3589.581299
	Iteration 7Q: 3 clusters Score -192346.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -192429.250000 Penalty: 3589.581299
	Iteration 8Q: 3 clusters Score -192429.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -192479.796875 Penalty: 3589.581299
	Iteration 9Q: 3 clusters Score -192479.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -192507.250000 Penalty: 3589.581299
	Iteration 10Q: 3 clusters Score -192507.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -192531.078125 Penalty: 3589.581299
	Iteration 11Q: 3 clusters Score -192531.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -192541.968750 Penalty: 3589.581299
	Iteration 12Q: 3 clusters Score -192542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -192545.937500 Penalty: 3589.581299
	Iteration 13Q: 3 clusters Score -192545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -192547.390625 Penalty: 3589.581299
	Iteration 14Q: 3 clusters Score -192547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -192547.390625 Penalty: 3589.581299
	Iteration 15F: 3 clusters Score -192547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26993 members 
Mstep: Class 3 contains 110765 members 
Mstep: Class 4 contains 56982 members 
Mstep: Class 5 contains 95528 members 
Mstep: Class 6 contains 113672 members 
Mstep: Class 7 contains 99427 members 
Mstep: Class 8 contains 3546 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154924 members 
Mstep: Class 11 contains 20022 members 
Mstep: Class 12 contains 77560 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6298 members 
Mstep: Class 15 contains 36565 members 
Mstep: Class 16 contains 3902 members 
Mstep: Class 17 contains 166474 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37270 members 
Mstep: Class 20 contains 41214 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043248.000000 Penalty: 72245.875000
Iteration 199Q: 22 clusters Score -1.470432e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26862 members 
Mstep: Class 3 contains 110828 members 
Mstep: Class 4 contains 56976 members 
Mstep: Class 5 contains 95825 members 
Mstep: Class 6 contains 113616 members 
Mstep: Class 7 contains 99284 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155024 members 
Mstep: Class 11 contains 19990 members 
Mstep: Class 12 contains 77539 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6284 members 
Mstep: Class 15 contains 36591 members 
Mstep: Class 16 contains 3902 members 
Mstep: Class 17 contains 166424 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37246 members 
Mstep: Class 20 contains 41203 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043312.000000 Penalty: 72245.875000
Iteration 200F: 22 clusters Score -1.470433e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26718 members 
Mstep: Class 3 contains 110925 members 
Mstep: Class 4 contains 56960 members 
Mstep: Class 5 contains 96120 members 
Mstep: Class 6 contains 113556 members 
Mstep: Class 7 contains 99159 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155105 members 
Mstep: Class 11 contains 19945 members 
Mstep: Class 12 contains 77522 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6269 members 
Mstep: Class 15 contains 36598 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 166369 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37236 members 
Mstep: Class 20 contains 41204 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043520.000000 Penalty: 72245.875000
Iteration 201Q: 22 clusters Score -1.470435e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26573 members 
Mstep: Class 3 contains 110989 members 
Mstep: Class 4 contains 56950 members 
Mstep: Class 5 contains 96432 members 
Mstep: Class 6 contains 113514 members 
Mstep: Class 7 contains 99024 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155187 members 
Mstep: Class 11 contains 19899 members 
Mstep: Class 12 contains 77520 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 36618 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 166283 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37237 members 
Mstep: Class 20 contains 41206 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043232.000000 Penalty: 72245.875000
Iteration 202Q: 22 clusters Score -1.470432e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26446 members 
Mstep: Class 3 contains 111067 members 
Mstep: Class 4 contains 56949 members 
Mstep: Class 5 contains 96687 members 
Mstep: Class 6 contains 113478 members 
Mstep: Class 7 contains 98902 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155284 members 
Mstep: Class 11 contains 19859 members 
Mstep: Class 12 contains 77512 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6235 members 
Mstep: Class 15 contains 36639 members 
Mstep: Class 16 contains 3903 members 
Mstep: Class 17 contains 166219 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37222 members 
Mstep: Class 20 contains 41190 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043376.000000 Penalty: 72245.875000
Iteration 203Q: 22 clusters Score -1.470434e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26307 members 
Mstep: Class 3 contains 111177 members 
Mstep: Class 4 contains 56946 members 
Mstep: Class 5 contains 96918 members 
Mstep: Class 6 contains 113454 members 
Mstep: Class 7 contains 98795 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155329 members 
Mstep: Class 11 contains 19820 members 
Mstep: Class 12 contains 77518 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6217 members 
Mstep: Class 15 contains 36654 members 
Mstep: Class 16 contains 3902 members 
Mstep: Class 17 contains 166144 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37223 members 
Mstep: Class 20 contains 41187 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043248.000000 Penalty: 72245.875000
Iteration 204Q: 22 clusters Score -1.470432e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26153 members 
Mstep: Class 3 contains 111282 members 
Mstep: Class 4 contains 56946 members 
Mstep: Class 5 contains 97197 members 
Mstep: Class 6 contains 113428 members 
Mstep: Class 7 contains 98662 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155356 members 
Mstep: Class 11 contains 19781 members 
Mstep: Class 12 contains 77514 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6202 members 
Mstep: Class 15 contains 36670 members 
Mstep: Class 16 contains 3900 members 
Mstep: Class 17 contains 166097 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37217 members 
Mstep: Class 20 contains 41182 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147042992.000000 Penalty: 72245.875000
Iteration 205Q: 22 clusters Score -1.47043e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25988 members 
Mstep: Class 3 contains 111387 members 
Mstep: Class 4 contains 56963 members 
Mstep: Class 5 contains 97467 members 
Mstep: Class 6 contains 113439 members 
Mstep: Class 7 contains 98541 members 
Mstep: Class 8 contains 3557 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155358 members 
Mstep: Class 11 contains 19734 members 
Mstep: Class 12 contains 77504 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 36687 members 
Mstep: Class 16 contains 3899 members 
Mstep: Class 17 contains 166051 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37206 members 
Mstep: Class 20 contains 41178 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043264.000000 Penalty: 72245.875000
Iteration 206Q: 22 clusters Score -1.470433e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25806 members 
Mstep: Class 3 contains 111522 members 
Mstep: Class 4 contains 56975 members 
Mstep: Class 5 contains 97750 members 
Mstep: Class 6 contains 113461 members 
Mstep: Class 7 contains 98403 members 
Mstep: Class 8 contains 3560 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155386 members 
Mstep: Class 11 contains 19689 members 
Mstep: Class 12 contains 77478 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 36697 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 165983 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37198 members 
Mstep: Class 20 contains 41176 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 207Q: 22 clusters Score -1.470434e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25622 members 
Mstep: Class 3 contains 111627 members 
Mstep: Class 4 contains 56969 members 
Mstep: Class 5 contains 98073 members 
Mstep: Class 6 contains 113480 members 
Mstep: Class 7 contains 98282 members 
Mstep: Class 8 contains 3563 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155407 members 
Mstep: Class 11 contains 19642 members 
Mstep: Class 12 contains 77445 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6128 members 
Mstep: Class 15 contains 36701 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 165928 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37210 members 
Mstep: Class 20 contains 41167 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 208Q: 22 clusters Score -1.470434e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25445 members 
Mstep: Class 3 contains 111738 members 
Mstep: Class 4 contains 56966 members 
Mstep: Class 5 contains 98376 members 
Mstep: Class 6 contains 113474 members 
Mstep: Class 7 contains 98184 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155425 members 
Mstep: Class 11 contains 19593 members 
Mstep: Class 12 contains 77434 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6097 members 
Mstep: Class 15 contains 36700 members 
Mstep: Class 16 contains 3900 members 
Mstep: Class 17 contains 165892 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37192 members 
Mstep: Class 20 contains 41159 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 209Q: 22 clusters Score -1.470433e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25259 members 
Mstep: Class 3 contains 111867 members 
Mstep: Class 4 contains 56963 members 
Mstep: Class 5 contains 98660 members 
Mstep: Class 6 contains 113520 members 
Mstep: Class 7 contains 98045 members 
Mstep: Class 8 contains 3572 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155421 members 
Mstep: Class 11 contains 19546 members 
Mstep: Class 12 contains 77440 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 36707 members 
Mstep: Class 16 contains 3901 members 
Mstep: Class 17 contains 165854 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37180 members 
Mstep: Class 20 contains 41147 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 210Q: 22 clusters Score -1.470431e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25078 members 
Mstep: Class 3 contains 112005 members 
Mstep: Class 4 contains 56952 members 
Mstep: Class 5 contains 98900 members 
Mstep: Class 6 contains 113563 members 
Mstep: Class 7 contains 97895 members 
Mstep: Class 8 contains 3575 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155412 members 
Mstep: Class 11 contains 19505 members 
Mstep: Class 12 contains 77447 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 6029 members 
Mstep: Class 15 contains 36723 members 
Mstep: Class 16 contains 3902 members 
Mstep: Class 17 contains 165838 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37183 members 
Mstep: Class 20 contains 41135 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 211Q: 22 clusters Score -1.47043e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24911 members 
Mstep: Class 3 contains 112155 members 
Mstep: Class 4 contains 56944 members 
Mstep: Class 5 contains 99075 members 
Mstep: Class 6 contains 113619 members 
Mstep: Class 7 contains 97752 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155395 members 
Mstep: Class 11 contains 19458 members 
Mstep: Class 12 contains 77464 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5994 members 
Mstep: Class 15 contains 36723 members 
Mstep: Class 16 contains 3904 members 
Mstep: Class 17 contains 165863 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37177 members 
Mstep: Class 20 contains 41129 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 212Q: 22 clusters Score -1.470428e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24745 members 
Mstep: Class 3 contains 112319 members 
Mstep: Class 4 contains 56941 members 
Mstep: Class 5 contains 99209 members 
Mstep: Class 6 contains 113694 members 
Mstep: Class 7 contains 97628 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155370 members 
Mstep: Class 11 contains 19414 members 
Mstep: Class 12 contains 77466 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5956 members 
Mstep: Class 15 contains 36735 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 165877 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37176 members 
Mstep: Class 20 contains 41127 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 213Q: 22 clusters Score -1.470431e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24583 members 
Mstep: Class 3 contains 112456 members 
Mstep: Class 4 contains 56935 members 
Mstep: Class 5 contains 99350 members 
Mstep: Class 6 contains 113792 members 
Mstep: Class 7 contains 97486 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155341 members 
Mstep: Class 11 contains 19381 members 
Mstep: Class 12 contains 77464 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5930 members 
Mstep: Class 15 contains 36738 members 
Mstep: Class 16 contains 3903 members 
Mstep: Class 17 contains 165910 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37175 members 
Mstep: Class 20 contains 41115 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 214Q: 22 clusters Score -1.470433e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24423 members 
Mstep: Class 3 contains 112629 members 
Mstep: Class 4 contains 56938 members 
Mstep: Class 5 contains 99427 members 
Mstep: Class 6 contains 113888 members 
Mstep: Class 7 contains 97348 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155325 members 
Mstep: Class 11 contains 19356 members 
Mstep: Class 12 contains 77438 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5906 members 
Mstep: Class 15 contains 36746 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 165955 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37170 members 
Mstep: Class 20 contains 41107 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 215Q: 22 clusters Score -1.470435e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24216 members 
Mstep: Class 3 contains 112802 members 
Mstep: Class 4 contains 56942 members 
Mstep: Class 5 contains 99517 members 
Mstep: Class 6 contains 114015 members 
Mstep: Class 7 contains 97220 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155319 members 
Mstep: Class 11 contains 19324 members 
Mstep: Class 12 contains 77428 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 36757 members 
Mstep: Class 16 contains 3901 members 
Mstep: Class 17 contains 165959 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37169 members 
Mstep: Class 20 contains 41109 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 216Q: 22 clusters Score -1.470433e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24002 members 
Mstep: Class 3 contains 113005 members 
Mstep: Class 4 contains 56949 members 
Mstep: Class 5 contains 99574 members 
Mstep: Class 6 contains 114114 members 
Mstep: Class 7 contains 97123 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155295 members 
Mstep: Class 11 contains 19293 members 
Mstep: Class 12 contains 77417 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5840 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 165987 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37164 members 
Mstep: Class 20 contains 41115 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 217Q: 22 clusters Score -1.470435e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23778 members 
Mstep: Class 3 contains 113209 members 
Mstep: Class 4 contains 56953 members 
Mstep: Class 5 contains 99644 members 
Mstep: Class 6 contains 114205 members 
Mstep: Class 7 contains 97019 members 
Mstep: Class 8 contains 3606 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155242 members 
Mstep: Class 11 contains 19273 members 
Mstep: Class 12 contains 77435 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5800 members 
Mstep: Class 15 contains 36782 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 166021 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37162 members 
Mstep: Class 20 contains 41118 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 218Q: 22 clusters Score -1.470435e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23563 members 
Mstep: Class 3 contains 113396 members 
Mstep: Class 4 contains 56944 members 
Mstep: Class 5 contains 99687 members 
Mstep: Class 6 contains 114337 members 
Mstep: Class 7 contains 96935 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155201 members 
Mstep: Class 11 contains 19257 members 
Mstep: Class 12 contains 77441 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 36790 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 166025 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37175 members 
Mstep: Class 20 contains 41117 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 219Q: 22 clusters Score -1.470436e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23323 members 
Mstep: Class 3 contains 113596 members 
Mstep: Class 4 contains 56960 members 
Mstep: Class 5 contains 99694 members 
Mstep: Class 6 contains 114500 members 
Mstep: Class 7 contains 96872 members 
Mstep: Class 8 contains 3609 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155161 members 
Mstep: Class 11 contains 19236 members 
Mstep: Class 12 contains 77445 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5747 members 
Mstep: Class 15 contains 36796 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 166037 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37166 members 
Mstep: Class 20 contains 41108 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 220F: 22 clusters Score -1.470436e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23077 members 
Mstep: Class 3 contains 113798 members 
Mstep: Class 4 contains 56970 members 
Mstep: Class 5 contains 99712 members 
Mstep: Class 6 contains 114675 members 
Mstep: Class 7 contains 96786 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155093 members 
Mstep: Class 11 contains 19221 members 
Mstep: Class 12 contains 77451 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5726 members 
Mstep: Class 15 contains 36798 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 166043 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37177 members 
Mstep: Class 20 contains 41112 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 221Q: 22 clusters Score -1.47044e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22822 members 
Mstep: Class 3 contains 113985 members 
Mstep: Class 4 contains 56971 members 
Mstep: Class 5 contains 99729 members 
Mstep: Class 6 contains 114861 members 
Mstep: Class 7 contains 96706 members 
Mstep: Class 8 contains 3609 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 155025 members 
Mstep: Class 11 contains 19206 members 
Mstep: Class 12 contains 77472 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5699 members 
Mstep: Class 15 contains 36803 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 166065 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37180 members 
Mstep: Class 20 contains 41116 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 222Q: 22 clusters Score -1.47044e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22543 members 
Mstep: Class 3 contains 114192 members 
Mstep: Class 4 contains 56979 members 
Mstep: Class 5 contains 99723 members 
Mstep: Class 6 contains 115071 members 
Mstep: Class 7 contains 96613 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154976 members 
Mstep: Class 11 contains 19194 members 
Mstep: Class 12 contains 77465 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5676 members 
Mstep: Class 15 contains 36810 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 166086 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37195 members 
Mstep: Class 20 contains 41114 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 223Q: 22 clusters Score -1.47044e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22257 members 
Mstep: Class 3 contains 114402 members 
Mstep: Class 4 contains 56972 members 
Mstep: Class 5 contains 99677 members 
Mstep: Class 6 contains 115304 members 
Mstep: Class 7 contains 96554 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154954 members 
Mstep: Class 11 contains 19172 members 
Mstep: Class 12 contains 77445 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5650 members 
Mstep: Class 15 contains 36814 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 166107 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37209 members 
Mstep: Class 20 contains 41119 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 224Q: 22 clusters Score -1.470442e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21973 members 
Mstep: Class 3 contains 114592 members 
Mstep: Class 4 contains 56998 members 
Mstep: Class 5 contains 99622 members 
Mstep: Class 6 contains 115581 members 
Mstep: Class 7 contains 96445 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154887 members 
Mstep: Class 11 contains 19149 members 
Mstep: Class 12 contains 77431 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5634 members 
Mstep: Class 15 contains 36827 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 166133 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37231 members 
Mstep: Class 20 contains 41134 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 225Q: 22 clusters Score -1.470444e+08 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21699 members 
Mstep: Class 3 contains 114788 members 
Mstep: Class 4 contains 57013 members 
Mstep: Class 5 contains 99567 members 
Mstep: Class 6 contains 115879 members 
Mstep: Class 7 contains 96332 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154845 members 
Mstep: Class 11 contains 19117 members 
Mstep: Class 12 contains 77399 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 36831 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 166163 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37247 members 
Mstep: Class 20 contains 41146 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 226Q: 22 clusters Score -1.470448e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21463 members 
Mstep: Class 3 contains 114978 members 
Mstep: Class 4 contains 57019 members 
Mstep: Class 5 contains 99492 members 
Mstep: Class 6 contains 116163 members 
Mstep: Class 7 contains 96200 members 
Mstep: Class 8 contains 3608 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154808 members 
Mstep: Class 11 contains 19093 members 
Mstep: Class 12 contains 77383 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 36835 members 
Mstep: Class 16 contains 3890 members 
Mstep: Class 17 contains 166186 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37259 members 
Mstep: Class 20 contains 41161 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 227Q: 22 clusters Score -1.470453e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21248 members 
Mstep: Class 3 contains 115183 members 
Mstep: Class 4 contains 57018 members 
Mstep: Class 5 contains 99417 members 
Mstep: Class 6 contains 116416 members 
Mstep: Class 7 contains 96080 members 
Mstep: Class 8 contains 3611 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154784 members 
Mstep: Class 11 contains 19054 members 
Mstep: Class 12 contains 77359 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 36838 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 166200 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37275 members 
Mstep: Class 20 contains 41172 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 228Q: 22 clusters Score -1.470457e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21085 members 
Mstep: Class 3 contains 115362 members 
Mstep: Class 4 contains 57013 members 
Mstep: Class 5 contains 99360 members 
Mstep: Class 6 contains 116654 members 
Mstep: Class 7 contains 95925 members 
Mstep: Class 8 contains 3612 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154765 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 77323 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5581 members 
Mstep: Class 15 contains 36851 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 166238 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37278 members 
Mstep: Class 20 contains 41178 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 229Q: 22 clusters Score -1.470458e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20974 members 
Mstep: Class 3 contains 115528 members 
Mstep: Class 4 contains 57021 members 
Mstep: Class 5 contains 99273 members 
Mstep: Class 6 contains 116861 members 
Mstep: Class 7 contains 95747 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154767 members 
Mstep: Class 11 contains 19001 members 
Mstep: Class 12 contains 77294 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5571 members 
Mstep: Class 15 contains 36870 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 166265 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37270 members 
Mstep: Class 20 contains 41192 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 230Q: 22 clusters Score -1.470461e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20960 members 
Mstep: Class 3 contains 115690 members 
Mstep: Class 4 contains 57026 members 
Mstep: Class 5 contains 99124 members 
Mstep: Class 6 contains 117057 members 
Mstep: Class 7 contains 95599 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154734 members 
Mstep: Class 11 contains 18974 members 
Mstep: Class 12 contains 77280 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 5565 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 166263 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37252 members 
Mstep: Class 20 contains 41215 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 231Q: 22 clusters Score -1.470465e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20971 members 
Mstep: Class 3 contains 115861 members 
Mstep: Class 4 contains 57040 members 
Mstep: Class 5 contains 98984 members 
Mstep: Class 6 contains 117210 members 
Mstep: Class 7 contains 95482 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154693 members 
Mstep: Class 11 contains 18945 members 
Mstep: Class 12 contains 77250 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 5551 members 
Mstep: Class 15 contains 36896 members 
Mstep: Class 16 contains 3899 members 
Mstep: Class 17 contains 166280 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37231 members 
Mstep: Class 20 contains 41234 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 232Q: 22 clusters Score -1.470468e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20973 members 
Mstep: Class 3 contains 116020 members 
Mstep: Class 4 contains 57039 members 
Mstep: Class 5 contains 98861 members 
Mstep: Class 6 contains 117308 members 
Mstep: Class 7 contains 95393 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154693 members 
Mstep: Class 11 contains 18916 members 
Mstep: Class 12 contains 77235 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 5531 members 
Mstep: Class 15 contains 36897 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 166309 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37216 members 
Mstep: Class 20 contains 41236 members 
Mstep: Class 21 contains 1390 members 
Entering Unmasked Estep 
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Iteration 233Q: 22 clusters Score -1.470465e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21003 members 
Mstep: Class 3 contains 116210 members 
Mstep: Class 4 contains 57043 members 
Mstep: Class 5 contains 98709 members 
Mstep: Class 6 contains 117379 members 
Mstep: Class 7 contains 95320 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154709 members 
Mstep: Class 11 contains 18885 members 
Mstep: Class 12 contains 77195 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 5521 members 
Mstep: Class 15 contains 36901 members 
Mstep: Class 16 contains 3896 members 
Mstep: Class 17 contains 166322 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37215 members 
Mstep: Class 20 contains 41216 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046576.000000 Penalty: 72245.875000
Iteration 234Q: 22 clusters Score -1.470466e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21020 members 
Mstep: Class 3 contains 116407 members 
Mstep: Class 4 contains 57027 members 
Mstep: Class 5 contains 98554 members 
Mstep: Class 6 contains 117452 members 
Mstep: Class 7 contains 95241 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154717 members 
Mstep: Class 11 contains 18852 members 
Mstep: Class 12 contains 77182 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5506 members 
Mstep: Class 15 contains 36910 members 
Mstep: Class 16 contains 3896 members 
Mstep: Class 17 contains 166325 members 
Mstep: Class 18 contains 551 members 
Mstep: Class 19 contains 37225 members 
Mstep: Class 20 contains 41211 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147047008.000000 Penalty: 72245.875000
Iteration 235Q: 22 clusters Score -1.47047e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21059 members 
Mstep: Class 3 contains 116640 members 
Mstep: Class 4 contains 57014 members 
Mstep: Class 5 contains 98386 members 
Mstep: Class 6 contains 117497 members 
Mstep: Class 7 contains 95143 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154737 members 
Mstep: Class 11 contains 18834 members 
Mstep: Class 12 contains 77152 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5491 members 
Mstep: Class 15 contains 36911 members 
Mstep: Class 16 contains 3900 members 
Mstep: Class 17 contains 166322 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37228 members 
Mstep: Class 20 contains 41213 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046736.000000 Penalty: 72245.875000
Iteration 236Q: 22 clusters Score -1.470467e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21095 members 
Mstep: Class 3 contains 116872 members 
Mstep: Class 4 contains 57007 members 
Mstep: Class 5 contains 98176 members 
Mstep: Class 6 contains 117579 members 
Mstep: Class 7 contains 95068 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154724 members 
Mstep: Class 11 contains 18823 members 
Mstep: Class 12 contains 77125 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5477 members 
Mstep: Class 15 contains 36917 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 166319 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37228 members 
Mstep: Class 20 contains 41204 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046448.000000 Penalty: 72245.875000
Iteration 237Q: 22 clusters Score -1.470464e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21145 members 
Mstep: Class 3 contains 117105 members 
Mstep: Class 4 contains 57004 members 
Mstep: Class 5 contains 97949 members 
Mstep: Class 6 contains 117670 members 
Mstep: Class 7 contains 95003 members 
Mstep: Class 8 contains 3617 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154716 members 
Mstep: Class 11 contains 18811 members 
Mstep: Class 12 contains 77089 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5465 members 
Mstep: Class 15 contains 36925 members 
Mstep: Class 16 contains 3913 members 
Mstep: Class 17 contains 166301 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37231 members 
Mstep: Class 20 contains 41196 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046448.000000 Penalty: 72245.875000
Iteration 238Q: 22 clusters Score -1.470464e+08 nChanged 969
Entering ConstructFrom: 
Score: -147046448.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -104116.937500 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -104116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102320.929688 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -102320.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102626.031250 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -102626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102766.187500 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -102766.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102855.062500 Penalty: 3347.965820
	Iteration 3Q: 3 clusters Score -102855.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102951.296875 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -102951.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103264.320312 Penalty: 3347.965820
	Iteration 5F: 3 clusters Score -103264.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103505.304688 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -103505.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -103712.828125 Penalty: 3347.965820
	Iteration 7F: 3 clusters Score -103712.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -103848.984375 Penalty: 3347.965820
	Iteration 8F: 3 clusters Score -103849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -103920.273438 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -103920.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -103961.804688 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -103961.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -103990.343750 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -103990.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -104020.015625 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -104020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -104053.359375 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -104053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -104068.632812 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -104068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104077.070312 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -104077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -104079.093750 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -104079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -104090.281250 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -104090.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -104097.460938 Penalty: 3347.965820
	Iteration 18Q: 3 clusters Score -104097.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -104097.460938 Penalty: 3347.965820
	Iteration 19F: 3 clusters Score -104097.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Entering Unmasked Estep 
Score: -3021688.750000 Penalty: 2470.550781
	Iteration 0F: 2 clusters Score -3021689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3006904.000000 Penalty: 4941.101562
	Iteration 0F: 3 clusters Score -3006904 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3011865.250000 Penalty: 4941.101562
	Iteration 1F: 3 clusters Score -3011865 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -3012255.500000 Penalty: 4941.101562
	Iteration 2F: 3 clusters Score -3012256 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3012560.000000 Penalty: 4941.101562
	Iteration 3Q: 3 clusters Score -3012560 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3012797.000000 Penalty: 4941.101562
	Iteration 4Q: 3 clusters Score -3012797 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -3013046.750000 Penalty: 4941.101562
	Iteration 5Q: 3 clusters Score -3013047 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3013355.250000 Penalty: 4941.101562
	Iteration 6Q: 3 clusters Score -3013355 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3013737.500000 Penalty: 4941.101562
	Iteration 7Q: 3 clusters Score -3013738 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3014296.000000 Penalty: 4941.101562
	Iteration 8Q: 3 clusters Score -3014296 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -3015126.500000 Penalty: 4941.101562
	Iteration 9F: 3 clusters Score -3015126 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3016277.500000 Penalty: 4941.101562
	Iteration 10F: 3 clusters Score -3016278 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3017555.750000 Penalty: 4941.101562
	Iteration 11F: 3 clusters Score -3017556 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3018484.250000 Penalty: 4941.101562
	Iteration 12Q: 3 clusters Score -3018484 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3019086.250000 Penalty: 4941.101562
	Iteration 13Q: 3 clusters Score -3019086 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3019466.750000 Penalty: 4941.101562
	Iteration 14Q: 3 clusters Score -3019467 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3019671.250000 Penalty: 4941.101562
	Iteration 15Q: 3 clusters Score -3019671 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3019782.000000 Penalty: 4941.101562
	Iteration 16Q: 3 clusters Score -3019782 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3019865.000000 Penalty: 4941.101562
	Iteration 17Q: 3 clusters Score -3019865 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3019935.500000 Penalty: 4941.101562
	Iteration 18Q: 3 clusters Score -3019936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3019979.750000 Penalty: 4941.101562
	Iteration 19Q: 3 clusters Score -3019980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3019997.750000 Penalty: 4941.101562
	Iteration 20F: 3 clusters Score -3019998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3020012.750000 Penalty: 4941.101562
	Iteration 21Q: 3 clusters Score -3020013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3020022.250000 Penalty: 4941.101562
	Iteration 22Q: 3 clusters Score -3020022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3020027.500000 Penalty: 4941.101562
	Iteration 23Q: 3 clusters Score -3020028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3020031.000000 Penalty: 4941.101562
	Iteration 24Q: 3 clusters Score -3020031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3020034.750000 Penalty: 4941.101562
	Iteration 25Q: 3 clusters Score -3020035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3020039.000000 Penalty: 4941.101562
	Iteration 26Q: 3 clusters Score -3020039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3020044.000000 Penalty: 4941.101562
	Iteration 27Q: 3 clusters Score -3020044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3020039.750000 Penalty: 4941.101562
	Iteration 28Q: 3 clusters Score -3020040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3020043.000000 Penalty: 4941.101562
	Iteration 29Q: 3 clusters Score -3020043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3020044.750000 Penalty: 4941.101562
	Iteration 30Q: 3 clusters Score -3020045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3020043.000000 Penalty: 4941.101562
	Iteration 31Q: 3 clusters Score -3020043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3020044.500000 Penalty: 4941.101562
	Iteration 32Q: 3 clusters Score -3020044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3020045.250000 Penalty: 4941.101562
	Iteration 33Q: 3 clusters Score -3020045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3020046.750000 Penalty: 4941.101562
	Iteration 34Q: 3 clusters Score -3020047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3020046.250000 Penalty: 4941.101562
	Iteration 35Q: 3 clusters Score -3020046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3020050.250000 Penalty: 4941.101562
	Iteration 36Q: 3 clusters Score -3020050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3020048.500000 Penalty: 4941.101562
	Iteration 37Q: 3 clusters Score -3020048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3020048.500000 Penalty: 4941.101562
	Iteration 38F: 3 clusters Score -3020048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (117348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117348 members 
Entering Unmasked Estep 
Score: -16716360.000000 Penalty: 2894.878906
	Iteration 0F: 2 clusters Score -1.671636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -16640155.000000 Penalty: 5789.757812
	Iteration 0F: 3 clusters Score -1.664016e+07 nChanged 55998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -16672748.000000 Penalty: 5789.757812
	Iteration 1F: 3 clusters Score -1.667275e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -16673621.000000 Penalty: 5789.757812
	Iteration 2Q: 3 clusters Score -1.667362e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -16674580.000000 Penalty: 5789.757812
	Iteration 3Q: 3 clusters Score -1.667458e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -16676075.000000 Penalty: 5789.757812
	Iteration 4Q: 3 clusters Score -1.667608e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -16678487.000000 Penalty: 5789.757812
	Iteration 5Q: 3 clusters Score -1.667849e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -16682004.000000 Penalty: 5789.757812
	Iteration 6Q: 3 clusters Score -1.6682e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -16686539.000000 Penalty: 5789.757812
	Iteration 7F: 3 clusters Score -1.668654e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 87154 members 
Entering Unmasked Estep 
Score: -16691625.000000 Penalty: 5789.757812
	Iteration 8F: 3 clusters Score -1.669162e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -16697190.000000 Penalty: 5789.757812
	Iteration 9F: 3 clusters Score -1.669719e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -16702331.000000 Penalty: 5789.757812
	Iteration 10F: 3 clusters Score -1.670233e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 106704 members 
Entering Unmasked Estep 
Score: -16706436.000000 Penalty: 5789.757812
	Iteration 11Q: 3 clusters Score -1.670644e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 110415 members 
Entering Unmasked Estep 
Score: -16709192.000000 Penalty: 5789.757812
	Iteration 12Q: 3 clusters Score -1.670919e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 112745 members 
Entering Unmasked Estep 
Score: -16710796.000000 Penalty: 5789.757812
	Iteration 13Q: 3 clusters Score -1.67108e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 114234 members 
Entering Unmasked Estep 
Score: -16711912.000000 Penalty: 5789.757812
	Iteration 14Q: 3 clusters Score -1.671191e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 115150 members 
Entering Unmasked Estep 
Score: -16712561.000000 Penalty: 5789.757812
	Iteration 15Q: 3 clusters Score -1.671256e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 115715 members 
Entering Unmasked Estep 
Score: -16712946.000000 Penalty: 5789.757812
	Iteration 16Q: 3 clusters Score -1.671295e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 116065 members 
Entering Unmasked Estep 
Score: -16713190.000000 Penalty: 5789.757812
	Iteration 17Q: 3 clusters Score -1.671319e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 116292 members 
Entering Unmasked Estep 
Score: -16713371.000000 Penalty: 5789.757812
	Iteration 18Q: 3 clusters Score -1.671337e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 116438 members 
Entering Unmasked Estep 
Score: -16713486.000000 Penalty: 5789.757812
	Iteration 19Q: 3 clusters Score -1.671349e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 116545 members 
Entering Unmasked Estep 
Score: -16713580.000000 Penalty: 5789.757812
	Iteration 20F: 3 clusters Score -1.671358e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 116623 members 
Entering Unmasked Estep 
Score: -16713639.000000 Penalty: 5789.757812
	Iteration 21Q: 3 clusters Score -1.671364e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 116692 members 
Entering Unmasked Estep 
Score: -16713714.000000 Penalty: 5789.757812
	Iteration 22Q: 3 clusters Score -1.671371e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 116740 members 
Entering Unmasked Estep 
Score: -16713763.000000 Penalty: 5789.757812
	Iteration 23Q: 3 clusters Score -1.671376e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 116768 members 
Entering Unmasked Estep 
Score: -16713782.000000 Penalty: 5789.757812
	Iteration 24Q: 3 clusters Score -1.671378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 116778 members 
Entering Unmasked Estep 
Score: -16713807.000000 Penalty: 5789.757812
	Iteration 25Q: 3 clusters Score -1.671381e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 116791 members 
Entering Unmasked Estep 
Score: -16713837.000000 Penalty: 5789.757812
	Iteration 26Q: 3 clusters Score -1.671384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 116797 members 
Entering Unmasked Estep 
Score: -16713853.000000 Penalty: 5789.757812
	Iteration 27Q: 3 clusters Score -1.671385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 116806 members 
Entering Unmasked Estep 
Score: -16713854.000000 Penalty: 5789.757812
	Iteration 28Q: 3 clusters Score -1.671385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 116813 members 
Entering Unmasked Estep 
Score: -16713857.000000 Penalty: 5789.757812
	Iteration 29Q: 3 clusters Score -1.671386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 116819 members 
Entering Unmasked Estep 
Score: -16713871.000000 Penalty: 5789.757812
	Iteration 30Q: 3 clusters Score -1.671387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 116826 members 
Entering Unmasked Estep 
Score: -16713875.000000 Penalty: 5789.757812
	Iteration 31Q: 3 clusters Score -1.671388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 116829 members 
Entering Unmasked Estep 
Score: -16713869.000000 Penalty: 5789.757812
	Iteration 32Q: 3 clusters Score -1.671387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 116833 members 
Entering Unmasked Estep 
Score: -16713872.000000 Penalty: 5789.757812
	Iteration 33Q: 3 clusters Score -1.671387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 116835 members 
Entering Unmasked Estep 
Score: -16713871.000000 Penalty: 5789.757812
	Iteration 34Q: 3 clusters Score -1.671387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 116837 members 
Entering Unmasked Estep 
Score: -16713873.000000 Penalty: 5789.757812
	Iteration 35Q: 3 clusters Score -1.671387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 116838 members 
Entering Unmasked Estep 
Score: -16713883.000000 Penalty: 5789.757812
	Iteration 36Q: 3 clusters Score -1.671388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 116839 members 
Entering Unmasked Estep 
Score: -16713883.000000 Penalty: 5789.757812
	Iteration 37Q: 3 clusters Score -1.671388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 116839 members 
Entering Unmasked Estep 
Score: -16713882.000000 Penalty: 5789.757812
	Iteration 38Q: 3 clusters Score -1.671388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 116844 members 
Entering Unmasked Estep 
Score: -16713889.000000 Penalty: 5789.757812
	Iteration 39Q: 3 clusters Score -1.671389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116846 members 
Entering Unmasked Estep 
Score: -16713899.000000 Penalty: 5789.757812
	Iteration 40F: 3 clusters Score -1.67139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116846 members 
Entering Unmasked Estep 
Score: -16713897.000000 Penalty: 5789.757812
	Iteration 41Q: 3 clusters Score -1.67139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 116848 members 
Entering Unmasked Estep 
Score: -16713898.000000 Penalty: 5789.757812
	Iteration 42Q: 3 clusters Score -1.67139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 116848 members 
Entering Unmasked Estep 
Score: -16713898.000000 Penalty: 5789.757812
	Iteration 43F: 3 clusters Score -1.67139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Entering Unmasked Estep 
Score: -8139305.000000 Penalty: 2715.860840
	Iteration 0F: 2 clusters Score -8139305 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 28638 members 
Entering Unmasked Estep 
Score: -8101125.000000 Penalty: 5431.721680
	Iteration 0F: 3 clusters Score -8101125 nChanged 26338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -8115520.000000 Penalty: 5431.721680
	Iteration 1F: 3 clusters Score -8115520 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -8116115.000000 Penalty: 5431.721680
	Iteration 2Q: 3 clusters Score -8116115 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -8116762.500000 Penalty: 5431.721680
	Iteration 3Q: 3 clusters Score -8116762 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -8117682.000000 Penalty: 5431.721680
	Iteration 4Q: 3 clusters Score -8117682 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -8119059.500000 Penalty: 5431.721680
	Iteration 5Q: 3 clusters Score -8119060 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -8121146.500000 Penalty: 5431.721680
	Iteration 6F: 3 clusters Score -8121146 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -8124410.500000 Penalty: 5431.721680
	Iteration 7F: 3 clusters Score -8124410 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -8128397.500000 Penalty: 5431.721680
	Iteration 8F: 3 clusters Score -8128398 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -8132111.000000 Penalty: 5431.721680
	Iteration 9F: 3 clusters Score -8132111 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -8134469.500000 Penalty: 5431.721680
	Iteration 10Q: 3 clusters Score -8134470 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -8135658.000000 Penalty: 5431.721680
	Iteration 11Q: 3 clusters Score -8135658 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -8136272.500000 Penalty: 5431.721680
	Iteration 12Q: 3 clusters Score -8136272 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -8136593.500000 Penalty: 5431.721680
	Iteration 13Q: 3 clusters Score -8136594 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -8136769.500000 Penalty: 5431.721680
	Iteration 14Q: 3 clusters Score -8136770 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -8136900.500000 Penalty: 5431.721680
	Iteration 15Q: 3 clusters Score -8136900 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -8136983.000000 Penalty: 5431.721680
	Iteration 16Q: 3 clusters Score -8136983 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -8137053.000000 Penalty: 5431.721680
	Iteration 17Q: 3 clusters Score -8137053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -8137079.500000 Penalty: 5431.721680
	Iteration 18Q: 3 clusters Score -8137080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -8137104.500000 Penalty: 5431.721680
	Iteration 19Q: 3 clusters Score -8137104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -8137110.500000 Penalty: 5431.721680
	Iteration 20F: 3 clusters Score -8137110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -8137128.000000 Penalty: 5431.721680
	Iteration 21Q: 3 clusters Score -8137128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -8137135.500000 Penalty: 5431.721680
	Iteration 22Q: 3 clusters Score -8137136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -8137140.500000 Penalty: 5431.721680
	Iteration 23Q: 3 clusters Score -8137140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -8137146.000000 Penalty: 5431.721680
	Iteration 24Q: 3 clusters Score -8137146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -8137145.500000 Penalty: 5431.721680
	Iteration 25Q: 3 clusters Score -8137146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -8137143.500000 Penalty: 5431.721680
	Iteration 26Q: 3 clusters Score -8137144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -8137146.000000 Penalty: 5431.721680
	Iteration 27Q: 3 clusters Score -8137146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -8137141.500000 Penalty: 5431.721680
	Iteration 28Q: 3 clusters Score -8137142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -8137141.000000 Penalty: 5431.721680
	Iteration 29Q: 3 clusters Score -8137141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -8137135.000000 Penalty: 5431.721680
	Iteration 30Q: 3 clusters Score -8137135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -8137135.000000 Penalty: 5431.721680
	Iteration 31F: 3 clusters Score -8137135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (97709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Entering Unmasked Estep 
Score: -13946197.000000 Penalty: 2849.457764
	Iteration 0F: 2 clusters Score -1.39462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -13881268.000000 Penalty: 5698.915527
	Iteration 0F: 3 clusters Score -1.388127e+07 nChanged 45977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -13907000.000000 Penalty: 5698.915527
	Iteration 1F: 3 clusters Score -1.3907e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -13907646.000000 Penalty: 5698.915527
	Iteration 2Q: 3 clusters Score -1.390765e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -13908568.000000 Penalty: 5698.915527
	Iteration 3Q: 3 clusters Score -1.390857e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -13909796.000000 Penalty: 5698.915527
	Iteration 4Q: 3 clusters Score -1.39098e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -13911815.000000 Penalty: 5698.915527
	Iteration 5Q: 3 clusters Score -1.391182e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -13915320.000000 Penalty: 5698.915527
	Iteration 6F: 3 clusters Score -1.391532e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 73325 members 
Entering Unmasked Estep 
Score: -13920827.000000 Penalty: 5698.915527
	Iteration 7F: 3 clusters Score -1.392083e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 81714 members 
Entering Unmasked Estep 
Score: -13928326.000000 Penalty: 5698.915527
	Iteration 8F: 3 clusters Score -1.392833e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 89222 members 
Entering Unmasked Estep 
Score: -13935725.000000 Penalty: 5698.915527
	Iteration 9F: 3 clusters Score -1.393572e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -13940342.000000 Penalty: 5698.915527
	Iteration 10Q: 3 clusters Score -1.394034e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -13942430.000000 Penalty: 5698.915527
	Iteration 11Q: 3 clusters Score -1.394243e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 97091 members 
Entering Unmasked Estep 
Score: -13943195.000000 Penalty: 5698.915527
	Iteration 12Q: 3 clusters Score -1.39432e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -13943463.000000 Penalty: 5698.915527
	Iteration 13Q: 3 clusters Score -1.394346e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -13943560.000000 Penalty: 5698.915527
	Iteration 14Q: 3 clusters Score -1.394356e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 97460 members 
Entering Unmasked Estep 
Score: -13943627.000000 Penalty: 5698.915527
	Iteration 15Q: 3 clusters Score -1.394363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 97481 members 
Entering Unmasked Estep 
Score: -13943657.000000 Penalty: 5698.915527
	Iteration 16Q: 3 clusters Score -1.394366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 97493 members 
Entering Unmasked Estep 
Score: -13943683.000000 Penalty: 5698.915527
	Iteration 17Q: 3 clusters Score -1.394368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 97499 members 
Entering Unmasked Estep 
Score: -13943682.000000 Penalty: 5698.915527
	Iteration 18Q: 3 clusters Score -1.394368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -13943693.000000 Penalty: 5698.915527
	Iteration 19Q: 3 clusters Score -1.394369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -13943692.000000 Penalty: 5698.915527
	Iteration 20F: 3 clusters Score -1.394369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -13943699.000000 Penalty: 5698.915527
	Iteration 21Q: 3 clusters Score -1.39437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -13943712.000000 Penalty: 5698.915527
	Iteration 22Q: 3 clusters Score -1.394371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -13943712.000000 Penalty: 5698.915527
	Iteration 23F: 3 clusters Score -1.394371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (117719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117719 members 
Entering Unmasked Estep 
Score: -16695670.000000 Penalty: 2895.661865
	Iteration 0F: 2 clusters Score -1.669567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -16617980.000000 Penalty: 5791.323730
	Iteration 0F: 3 clusters Score -1.661798e+07 nChanged 55907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -16650210.000000 Penalty: 5791.323730
	Iteration 1F: 3 clusters Score -1.665021e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -16651367.000000 Penalty: 5791.323730
	Iteration 2Q: 3 clusters Score -1.665137e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -16653147.000000 Penalty: 5791.323730
	Iteration 3Q: 3 clusters Score -1.665315e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -16655872.000000 Penalty: 5791.323730
	Iteration 4Q: 3 clusters Score -1.665587e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -16660719.000000 Penalty: 5791.323730
	Iteration 5F: 3 clusters Score -1.666072e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -16668529.000000 Penalty: 5791.323730
	Iteration 6F: 3 clusters Score -1.666853e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 100620 members 
Entering Unmasked Estep 
Score: -16678300.000000 Penalty: 5791.323730
	Iteration 7F: 3 clusters Score -1.66783e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 108753 members 
Entering Unmasked Estep 
Score: -16686214.000000 Penalty: 5791.323730
	Iteration 8F: 3 clusters Score -1.668621e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 113162 members 
Entering Unmasked Estep 
Score: -16690364.000000 Penalty: 5791.323730
	Iteration 9Q: 3 clusters Score -1.669036e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 114966 members 
Entering Unmasked Estep 
Score: -16692031.000000 Penalty: 5791.323730
	Iteration 10Q: 3 clusters Score -1.669203e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 115730 members 
Entering Unmasked Estep 
Score: -16692621.000000 Penalty: 5791.323730
	Iteration 11Q: 3 clusters Score -1.669262e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 116100 members 
Entering Unmasked Estep 
Score: -16692930.000000 Penalty: 5791.323730
	Iteration 12Q: 3 clusters Score -1.669293e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -16693070.000000 Penalty: 5791.323730
	Iteration 13Q: 3 clusters Score -1.669307e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 116428 members 
Entering Unmasked Estep 
Score: -16693187.000000 Penalty: 5791.323730
	Iteration 14Q: 3 clusters Score -1.669319e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 116504 members 
Entering Unmasked Estep 
Score: -16693225.000000 Penalty: 5791.323730
	Iteration 15Q: 3 clusters Score -1.669322e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 116547 members 
Entering Unmasked Estep 
Score: -16693287.000000 Penalty: 5791.323730
	Iteration 16Q: 3 clusters Score -1.669329e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 116582 members 
Entering Unmasked Estep 
Score: -16693341.000000 Penalty: 5791.323730
	Iteration 17Q: 3 clusters Score -1.669334e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 116601 members 
Entering Unmasked Estep 
Score: -16693347.000000 Penalty: 5791.323730
	Iteration 18Q: 3 clusters Score -1.669335e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 116613 members 
Entering Unmasked Estep 
Score: -16693371.000000 Penalty: 5791.323730
	Iteration 19Q: 3 clusters Score -1.669337e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 116640 members 
Entering Unmasked Estep 
Score: -16693388.000000 Penalty: 5791.323730
	Iteration 20F: 3 clusters Score -1.669339e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 116654 members 
Entering Unmasked Estep 
Score: -16693416.000000 Penalty: 5791.323730
	Iteration 21Q: 3 clusters Score -1.669342e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 116666 members 
Entering Unmasked Estep 
Score: -16693447.000000 Penalty: 5791.323730
	Iteration 22Q: 3 clusters Score -1.669345e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 116670 members 
Entering Unmasked Estep 
Score: -16693453.000000 Penalty: 5791.323730
	Iteration 23Q: 3 clusters Score -1.669345e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -16693488.000000 Penalty: 5791.323730
	Iteration 24Q: 3 clusters Score -1.669349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 116689 members 
Entering Unmasked Estep 
Score: -16693516.000000 Penalty: 5791.323730
	Iteration 25Q: 3 clusters Score -1.669352e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 116695 members 
Entering Unmasked Estep 
Score: -16693521.000000 Penalty: 5791.323730
	Iteration 26Q: 3 clusters Score -1.669352e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 116702 members 
Entering Unmasked Estep 
Score: -16693526.000000 Penalty: 5791.323730
	Iteration 27Q: 3 clusters Score -1.669353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 116707 members 
Entering Unmasked Estep 
Score: -16693541.000000 Penalty: 5791.323730
	Iteration 28Q: 3 clusters Score -1.669354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 116705 members 
Entering Unmasked Estep 
Score: -16693531.000000 Penalty: 5791.323730
	Iteration 29Q: 3 clusters Score -1.669353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 116702 members 
Entering Unmasked Estep 
Score: -16693538.000000 Penalty: 5791.323730
	Iteration 30Q: 3 clusters Score -1.669354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 116704 members 
Entering Unmasked Estep 
Score: -16693548.000000 Penalty: 5791.323730
	Iteration 31Q: 3 clusters Score -1.669355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 116708 members 
Entering Unmasked Estep 
Score: -16693540.000000 Penalty: 5791.323730
	Iteration 32Q: 3 clusters Score -1.669354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 116711 members 
Entering Unmasked Estep 
Score: -16693546.000000 Penalty: 5791.323730
	Iteration 33Q: 3 clusters Score -1.669355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -16693547.000000 Penalty: 5791.323730
	Iteration 34Q: 3 clusters Score -1.669355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -16693546.000000 Penalty: 5791.323730
	Iteration 35Q: 3 clusters Score -1.669355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -16693546.000000 Penalty: 5791.323730
	Iteration 36F: 3 clusters Score -1.669355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94923 members 
Entering Unmasked Estep 
Score: -13500763.000000 Penalty: 2842.283691
	Iteration 0F: 2 clusters Score -1.350076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -13437622.000000 Penalty: 5684.567383
	Iteration 0F: 3 clusters Score -1.343762e+07 nChanged 44979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -13463578.000000 Penalty: 5684.567383
	Iteration 1F: 3 clusters Score -1.346358e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -13464931.000000 Penalty: 5684.567383
	Iteration 2Q: 3 clusters Score -1.346493e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -13466864.000000 Penalty: 5684.567383
	Iteration 3Q: 3 clusters Score -1.346686e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -13469908.000000 Penalty: 5684.567383
	Iteration 4F: 3 clusters Score -1.346991e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -13474675.000000 Penalty: 5684.567383
	Iteration 5F: 3 clusters Score -1.347468e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -13480874.000000 Penalty: 5684.567383
	Iteration 6F: 3 clusters Score -1.348087e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -13487018.000000 Penalty: 5684.567383
	Iteration 7F: 3 clusters Score -1.348702e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 80760 members 
Entering Unmasked Estep 
Score: -13491300.000000 Penalty: 5684.567383
	Iteration 8F: 3 clusters Score -1.34913e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -13493732.000000 Penalty: 5684.567383
	Iteration 9Q: 3 clusters Score -1.349373e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -13494955.000000 Penalty: 5684.567383
	Iteration 10Q: 3 clusters Score -1.349496e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 86286 members 
Entering Unmasked Estep 
Score: -13495701.000000 Penalty: 5684.567383
	Iteration 11Q: 3 clusters Score -1.34957e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 87324 members 
Entering Unmasked Estep 
Score: -13496239.000000 Penalty: 5684.567383
	Iteration 12Q: 3 clusters Score -1.349624e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 88217 members 
Entering Unmasked Estep 
Score: -13496701.000000 Penalty: 5684.567383
	Iteration 13Q: 3 clusters Score -1.34967e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -13497071.000000 Penalty: 5684.567383
	Iteration 14Q: 3 clusters Score -1.349707e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 89670 members 
Entering Unmasked Estep 
Score: -13497386.000000 Penalty: 5684.567383
	Iteration 15Q: 3 clusters Score -1.349739e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -13497558.000000 Penalty: 5684.567383
	Iteration 16Q: 3 clusters Score -1.349756e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 90668 members 
Entering Unmasked Estep 
Score: -13497750.000000 Penalty: 5684.567383
	Iteration 17Q: 3 clusters Score -1.349775e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -13497929.000000 Penalty: 5684.567383
	Iteration 18Q: 3 clusters Score -1.349793e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 91378 members 
Entering Unmasked Estep 
Score: -13498006.000000 Penalty: 5684.567383
	Iteration 19Q: 3 clusters Score -1.349801e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -13498084.000000 Penalty: 5684.567383
	Iteration 20F: 3 clusters Score -1.349808e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 91866 members 
Entering Unmasked Estep 
Score: -13498116.000000 Penalty: 5684.567383
	Iteration 21Q: 3 clusters Score -1.349812e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 92053 members 
Entering Unmasked Estep 
Score: -13498194.000000 Penalty: 5684.567383
	Iteration 22Q: 3 clusters Score -1.349819e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -13498243.000000 Penalty: 5684.567383
	Iteration 23Q: 3 clusters Score -1.349824e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -13498267.000000 Penalty: 5684.567383
	Iteration 24Q: 3 clusters Score -1.349827e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -13498290.000000 Penalty: 5684.567383
	Iteration 25Q: 3 clusters Score -1.349829e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 92592 members 
Entering Unmasked Estep 
Score: -13498328.000000 Penalty: 5684.567383
	Iteration 26Q: 3 clusters Score -1.349833e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -13498382.000000 Penalty: 5684.567383
	Iteration 27Q: 3 clusters Score -1.349838e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -13498407.000000 Penalty: 5684.567383
	Iteration 28Q: 3 clusters Score -1.349841e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -13498446.000000 Penalty: 5684.567383
	Iteration 29Q: 3 clusters Score -1.349845e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -13498454.000000 Penalty: 5684.567383
	Iteration 30Q: 3 clusters Score -1.349845e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -13498484.000000 Penalty: 5684.567383
	Iteration 31Q: 3 clusters Score -1.349848e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -13498514.000000 Penalty: 5684.567383
	Iteration 32Q: 3 clusters Score -1.349851e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -13498535.000000 Penalty: 5684.567383
	Iteration 33Q: 3 clusters Score -1.349854e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 93105 members 
Entering Unmasked Estep 
Score: -13498532.000000 Penalty: 5684.567383
	Iteration 34Q: 3 clusters Score -1.349853e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -13498542.000000 Penalty: 5684.567383
	Iteration 35Q: 3 clusters Score -1.349854e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 93173 members 
Entering Unmasked Estep 
Score: -13498556.000000 Penalty: 5684.567383
	Iteration 36Q: 3 clusters Score -1.349856e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -13498560.000000 Penalty: 5684.567383
	Iteration 37Q: 3 clusters Score -1.349856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 93242 members 
Entering Unmasked Estep 
Score: -13498584.000000 Penalty: 5684.567383
	Iteration 38Q: 3 clusters Score -1.349858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -13498578.000000 Penalty: 5684.567383
	Iteration 39Q: 3 clusters Score -1.349858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 93299 members 
Entering Unmasked Estep 
Score: -13498597.000000 Penalty: 5684.567383
	Iteration 40F: 3 clusters Score -1.34986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 93320 members 
Entering Unmasked Estep 
Score: -13498612.000000 Penalty: 5684.567383
	Iteration 41Q: 3 clusters Score -1.349861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -13498625.000000 Penalty: 5684.567383
	Iteration 42Q: 3 clusters Score -1.349862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 93350 members 
Entering Unmasked Estep 
Score: -13498596.000000 Penalty: 5684.567383
	Iteration 43Q: 3 clusters Score -1.34986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 93363 members 
Entering Unmasked Estep 
Score: -13498584.000000 Penalty: 5684.567383
	Iteration 44Q: 3 clusters Score -1.349858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -13498606.000000 Penalty: 5684.567383
	Iteration 45Q: 3 clusters Score -1.349861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -13498606.000000 Penalty: 5684.567383
	Iteration 46Q: 3 clusters Score -1.349861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -13498617.000000 Penalty: 5684.567383
	Iteration 47Q: 3 clusters Score -1.349862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -13498621.000000 Penalty: 5684.567383
	Iteration 48Q: 3 clusters Score -1.349862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 93400 members 
Entering Unmasked Estep 
Score: -13498609.000000 Penalty: 5684.567383
	Iteration 49Q: 3 clusters Score -1.349861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -13498619.000000 Penalty: 5684.567383
	Iteration 50Q: 3 clusters Score -1.349862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 93407 members 
Entering Unmasked Estep 
Score: -13498625.000000 Penalty: 5684.567383
	Iteration 51Q: 3 clusters Score -1.349862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -13498624.000000 Penalty: 5684.567383
	Iteration 52Q: 3 clusters Score -1.349862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 93411 members 
Entering Unmasked Estep 
Score: -13498629.000000 Penalty: 5684.567383
	Iteration 53Q: 3 clusters Score -1.349863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -13498623.000000 Penalty: 5684.567383
	Iteration 54Q: 3 clusters Score -1.349862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 93411 members 
Entering Unmasked Estep 
Score: -13498623.000000 Penalty: 5684.567383
	Iteration 55Q: 3 clusters Score -1.349862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 93411 members 
Entering Unmasked Estep 
Score: -13498623.000000 Penalty: 5684.567383
	Iteration 56F: 3 clusters Score -1.349862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Entering Unmasked Estep 
Score: -508108.000000 Penalty: 2032.031860
	Iteration 0F: 2 clusters Score -508108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -504402.093750 Penalty: 4064.063721
	Iteration 0F: 3 clusters Score -504402.1 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -505222.656250 Penalty: 4064.063721
	Iteration 1F: 3 clusters Score -505222.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -505510.406250 Penalty: 4064.063721
	Iteration 2F: 3 clusters Score -505510.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -505740.562500 Penalty: 4064.063721
	Iteration 3F: 3 clusters Score -505740.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -505907.312500 Penalty: 4064.063721
	Iteration 4Q: 3 clusters Score -505907.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -505995.000000 Penalty: 4064.063721
	Iteration 5Q: 3 clusters Score -505995 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -506055.812500 Penalty: 4064.063721
	Iteration 6Q: 3 clusters Score -506055.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -506108.343750 Penalty: 4064.063721
	Iteration 7Q: 3 clusters Score -506108.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -506160.906250 Penalty: 4064.063721
	Iteration 8Q: 3 clusters Score -506160.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -506198.281250 Penalty: 4064.063721
	Iteration 9Q: 3 clusters Score -506198.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -506239.437500 Penalty: 4064.063721
	Iteration 10Q: 3 clusters Score -506239.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -506281.000000 Penalty: 4064.063721
	Iteration 11Q: 3 clusters Score -506281 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -506314.406250 Penalty: 4064.063721
	Iteration 12Q: 3 clusters Score -506314.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -506343.625000 Penalty: 4064.063721
	Iteration 13Q: 3 clusters Score -506343.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -506371.343750 Penalty: 4064.063721
	Iteration 14Q: 3 clusters Score -506371.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -506396.718750 Penalty: 4064.063721
	Iteration 15Q: 3 clusters Score -506396.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -506431.406250 Penalty: 4064.063721
	Iteration 16Q: 3 clusters Score -506431.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -506477.437500 Penalty: 4064.063721
	Iteration 17Q: 3 clusters Score -506477.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -506520.156250 Penalty: 4064.063721
	Iteration 18Q: 3 clusters Score -506520.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -506558.187500 Penalty: 4064.063721
	Iteration 19Q: 3 clusters Score -506558.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -506604.531250 Penalty: 4064.063721
	Iteration 20F: 3 clusters Score -506604.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -506651.875000 Penalty: 4064.063721
	Iteration 21Q: 3 clusters Score -506651.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -506694.406250 Penalty: 4064.063721
	Iteration 22Q: 3 clusters Score -506694.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -506747.906250 Penalty: 4064.063721
	Iteration 23Q: 3 clusters Score -506747.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -506800.812500 Penalty: 4064.063721
	Iteration 24Q: 3 clusters Score -506800.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -506861.718750 Penalty: 4064.063721
	Iteration 25Q: 3 clusters Score -506861.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -506918.250000 Penalty: 4064.063721
	Iteration 26Q: 3 clusters Score -506918.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -506969.187500 Penalty: 4064.063721
	Iteration 27Q: 3 clusters Score -506969.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -507010.125000 Penalty: 4064.063721
	Iteration 28Q: 3 clusters Score -507010.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -507046.406250 Penalty: 4064.063721
	Iteration 29Q: 3 clusters Score -507046.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -507093.625000 Penalty: 4064.063721
	Iteration 30Q: 3 clusters Score -507093.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -507132.125000 Penalty: 4064.063721
	Iteration 31Q: 3 clusters Score -507132.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -507164.531250 Penalty: 4064.063721
	Iteration 32Q: 3 clusters Score -507164.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -507187.875000 Penalty: 4064.063721
	Iteration 33Q: 3 clusters Score -507187.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -507212.031250 Penalty: 4064.063721
	Iteration 34Q: 3 clusters Score -507212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -507231.218750 Penalty: 4064.063721
	Iteration 35Q: 3 clusters Score -507231.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -507245.468750 Penalty: 4064.063721
	Iteration 36Q: 3 clusters Score -507245.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -507255.093750 Penalty: 4064.063721
	Iteration 37Q: 3 clusters Score -507255.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -507262.812500 Penalty: 4064.063721
	Iteration 38Q: 3 clusters Score -507262.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -507270.437500 Penalty: 4064.063721
	Iteration 39Q: 3 clusters Score -507270.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -507280.968750 Penalty: 4064.063721
	Iteration 40F: 3 clusters Score -507281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -507290.125000 Penalty: 4064.063721
	Iteration 41Q: 3 clusters Score -507290.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -507309.562500 Penalty: 4064.063721
	Iteration 42Q: 3 clusters Score -507309.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -507323.156250 Penalty: 4064.063721
	Iteration 43Q: 3 clusters Score -507323.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -507342.187500 Penalty: 4064.063721
	Iteration 44Q: 3 clusters Score -507342.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -507362.750000 Penalty: 4064.063721
	Iteration 45Q: 3 clusters Score -507362.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -507383.812500 Penalty: 4064.063721
	Iteration 46Q: 3 clusters Score -507383.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -507414.468750 Penalty: 4064.063721
	Iteration 47Q: 3 clusters Score -507414.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -507434.843750 Penalty: 4064.063721
	Iteration 48Q: 3 clusters Score -507434.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -507449.875000 Penalty: 4064.063721
	Iteration 49Q: 3 clusters Score -507449.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -507475.593750 Penalty: 4064.063721
	Iteration 50Q: 3 clusters Score -507475.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -507503.968750 Penalty: 4064.063721
	Iteration 51Q: 3 clusters Score -507504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -507538.000000 Penalty: 4064.063721
	Iteration 52Q: 3 clusters Score -507538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -507568.593750 Penalty: 4064.063721
	Iteration 53Q: 3 clusters Score -507568.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -507620.281250 Penalty: 4064.063721
	Iteration 54Q: 3 clusters Score -507620.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -507675.406250 Penalty: 4064.063721
	Iteration 55Q: 3 clusters Score -507675.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -507728.031250 Penalty: 4064.063721
	Iteration 56Q: 3 clusters Score -507728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -507782.218750 Penalty: 4064.063721
	Iteration 57Q: 3 clusters Score -507782.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -507824.843750 Penalty: 4064.063721
	Iteration 58Q: 3 clusters Score -507824.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -507843.812500 Penalty: 4064.063721
	Iteration 59Q: 3 clusters Score -507843.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -507855.593750 Penalty: 4064.063721
	Iteration 60F: 3 clusters Score -507855.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -507865.437500 Penalty: 4064.063721
	Iteration 61Q: 3 clusters Score -507865.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -507870.812500 Penalty: 4064.063721
	Iteration 62Q: 3 clusters Score -507870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -507873.593750 Penalty: 4064.063721
	Iteration 63Q: 3 clusters Score -507873.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -507876.375000 Penalty: 4064.063721
	Iteration 64Q: 3 clusters Score -507876.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -507878.187500 Penalty: 4064.063721
	Iteration 65Q: 3 clusters Score -507878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -507878.968750 Penalty: 4064.063721
	Iteration 66Q: 3 clusters Score -507879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -507879.750000 Penalty: 4064.063721
	Iteration 67Q: 3 clusters Score -507879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -507879.906250 Penalty: 4064.063721
	Iteration 68Q: 3 clusters Score -507879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -507879.968750 Penalty: 4064.063721
	Iteration 69Q: 3 clusters Score -507880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -507879.968750 Penalty: 4064.063721
	Iteration 70F: 3 clusters Score -507880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -61457.113281 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -61457.11 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 266 members 
Entering Unmasked Estep 
Score: -60062.296875 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -60062.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60384.656250 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -60384.66 nChanged 58
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: -60647.308594 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -60647.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60822.195312 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -60822.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -61120.972656 Penalty: 3099.987793
	Iteration 4F: 3 clusters Score -61120.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -61513.644531 Penalty: 3099.987793
	Iteration 5F: 3 clusters Score -61513.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -61652.023438 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -61652.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -61701.179688 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -61701.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -61706.562500 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -61706.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -61706.562500 Penalty: 3099.987793
	Iteration 9F: 3 clusters Score -61706.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21203 members 
Mstep: Class 3 contains 117348 members 
Mstep: Class 4 contains 57014 members 
Mstep: Class 5 contains 97709 members 
Mstep: Class 6 contains 117719 members 
Mstep: Class 7 contains 94923 members 
Mstep: Class 8 contains 3618 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 154742 members 
Mstep: Class 11 contains 18779 members 
Mstep: Class 12 contains 77066 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5459 members 
Mstep: Class 15 contains 36937 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 166274 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37233 members 
Mstep: Class 20 contains 41200 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 137 members 
Entering Unmasked Estep 
Score: -147044880.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147046448.000000 to -147044880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (154742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154742 members 
Entering Unmasked Estep 
Score: -21757186.000000 Penalty: 2963.479492
	Iteration 0F: 2 clusters Score -2.175719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -21656292.000000 Penalty: 5926.958984
	Iteration 0F: 3 clusters Score -2.165629e+07 nChanged 74089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77091 members 
Mstep: Class 2 contains 77651 members 
Entering Unmasked Estep 
Score: -21699186.000000 Penalty: 5926.958984
	Iteration 1F: 3 clusters Score -2.169919e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -21700032.000000 Penalty: 5926.958984
	Iteration 2Q: 3 clusters Score -2.170003e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -21700718.000000 Penalty: 5926.958984
	Iteration 3Q: 3 clusters Score -2.170072e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -21701580.000000 Penalty: 5926.958984
	Iteration 4Q: 3 clusters Score -2.170158e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -21702826.000000 Penalty: 5926.958984
	Iteration 5Q: 3 clusters Score -2.170283e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -21704274.000000 Penalty: 5926.958984
	Iteration 6Q: 3 clusters Score -2.170427e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -21706188.000000 Penalty: 5926.958984
	Iteration 7Q: 3 clusters Score -2.170619e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -21709432.000000 Penalty: 5926.958984
	Iteration 8Q: 3 clusters Score -2.170943e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -21714106.000000 Penalty: 5926.958984
	Iteration 9F: 3 clusters Score -2.171411e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -21720354.000000 Penalty: 5926.958984
	Iteration 10F: 3 clusters Score -2.172035e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 88205 members 
Entering Unmasked Estep 
Score: -21726466.000000 Penalty: 5926.958984
	Iteration 11F: 3 clusters Score -2.172647e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 89517 members 
Entering Unmasked Estep 
Score: -21729996.000000 Penalty: 5926.958984
	Iteration 12F: 3 clusters Score -2.173e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -21731232.000000 Penalty: 5926.958984
	Iteration 13Q: 3 clusters Score -2.173123e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 91378 members 
Entering Unmasked Estep 
Score: -21731616.000000 Penalty: 5926.958984
	Iteration 14Q: 3 clusters Score -2.173162e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -21731916.000000 Penalty: 5926.958984
	Iteration 15Q: 3 clusters Score -2.173192e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 93427 members 
Entering Unmasked Estep 
Score: -21732086.000000 Penalty: 5926.958984
	Iteration 16Q: 3 clusters Score -2.173209e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -21732244.000000 Penalty: 5926.958984
	Iteration 17Q: 3 clusters Score -2.173224e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 95724 members 
Entering Unmasked Estep 
Score: -21732394.000000 Penalty: 5926.958984
	Iteration 18Q: 3 clusters Score -2.173239e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 96998 members 
Entering Unmasked Estep 
Score: -21732686.000000 Penalty: 5926.958984
	Iteration 19Q: 3 clusters Score -2.173269e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -21732992.000000 Penalty: 5926.958984
	Iteration 20F: 3 clusters Score -2.173299e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 99761 members 
Entering Unmasked Estep 
Score: -21733276.000000 Penalty: 5926.958984
	Iteration 21Q: 3 clusters Score -2.173328e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -21733626.000000 Penalty: 5926.958984
	Iteration 22Q: 3 clusters Score -2.173363e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 103123 members 
Entering Unmasked Estep 
Score: -21734016.000000 Penalty: 5926.958984
	Iteration 23Q: 3 clusters Score -2.173402e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 104962 members 
Entering Unmasked Estep 
Score: -21734506.000000 Penalty: 5926.958984
	Iteration 24Q: 3 clusters Score -2.173451e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 106835 members 
Entering Unmasked Estep 
Score: -21734924.000000 Penalty: 5926.958984
	Iteration 25Q: 3 clusters Score -2.173492e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 108849 members 
Entering Unmasked Estep 
Score: -21735552.000000 Penalty: 5926.958984
	Iteration 26Q: 3 clusters Score -2.173555e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 110961 members 
Entering Unmasked Estep 
Score: -21736150.000000 Penalty: 5926.958984
	Iteration 27Q: 3 clusters Score -2.173615e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 113150 members 
Entering Unmasked Estep 
Score: -21737040.000000 Penalty: 5926.958984
	Iteration 28Q: 3 clusters Score -2.173704e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
Score: -21737760.000000 Penalty: 5926.958984
	Iteration 29Q: 3 clusters Score -2.173776e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 117756 members 
Entering Unmasked Estep 
Score: -21738564.000000 Penalty: 5926.958984
	Iteration 30Q: 3 clusters Score -2.173856e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 120082 members 
Entering Unmasked Estep 
Score: -21739298.000000 Penalty: 5926.958984
	Iteration 31Q: 3 clusters Score -2.17393e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 122366 members 
Entering Unmasked Estep 
Score: -21740066.000000 Penalty: 5926.958984
	Iteration 32Q: 3 clusters Score -2.174007e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 124588 members 
Entering Unmasked Estep 
Score: -21740910.000000 Penalty: 5926.958984
	Iteration 33Q: 3 clusters Score -2.174091e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 126768 members 
Entering Unmasked Estep 
Score: -21741816.000000 Penalty: 5926.958984
	Iteration 34Q: 3 clusters Score -2.174182e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 128989 members 
Entering Unmasked Estep 
Score: -21742808.000000 Penalty: 5926.958984
	Iteration 35Q: 3 clusters Score -2.174281e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 131157 members 
Entering Unmasked Estep 
Score: -21743640.000000 Penalty: 5926.958984
	Iteration 36Q: 3 clusters Score -2.174364e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 133323 members 
Entering Unmasked Estep 
Score: -21744456.000000 Penalty: 5926.958984
	Iteration 37Q: 3 clusters Score -2.174446e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 135445 members 
Entering Unmasked Estep 
Score: -21745404.000000 Penalty: 5926.958984
	Iteration 38Q: 3 clusters Score -2.17454e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 137546 members 
Entering Unmasked Estep 
Score: -21746436.000000 Penalty: 5926.958984
	Iteration 39Q: 3 clusters Score -2.174644e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 139685 members 
Entering Unmasked Estep 
Score: -21747658.000000 Penalty: 5926.958984
	Iteration 40F: 3 clusters Score -2.174766e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 141703 members 
Entering Unmasked Estep 
Score: -21748850.000000 Penalty: 5926.958984
	Iteration 41Q: 3 clusters Score -2.174885e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 143555 members 
Entering Unmasked Estep 
Score: -21749794.000000 Penalty: 5926.958984
	Iteration 42Q: 3 clusters Score -2.174979e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 145259 members 
Entering Unmasked Estep 
Score: -21750728.000000 Penalty: 5926.958984
	Iteration 43Q: 3 clusters Score -2.175073e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 146712 members 
Entering Unmasked Estep 
Score: -21751430.000000 Penalty: 5926.958984
	Iteration 44Q: 3 clusters Score -2.175143e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 148029 members 
Entering Unmasked Estep 
Score: -21752046.000000 Penalty: 5926.958984
	Iteration 45Q: 3 clusters Score -2.175205e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 149171 members 
Entering Unmasked Estep 
Score: -21752524.000000 Penalty: 5926.958984
	Iteration 46Q: 3 clusters Score -2.175252e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 150156 members 
Entering Unmasked Estep 
Score: -21752976.000000 Penalty: 5926.958984
	Iteration 47Q: 3 clusters Score -2.175298e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 150983 members 
Entering Unmasked Estep 
Score: -21753328.000000 Penalty: 5926.958984
	Iteration 48Q: 3 clusters Score -2.175333e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 151637 members 
Entering Unmasked Estep 
Score: -21753662.000000 Penalty: 5926.958984
	Iteration 49Q: 3 clusters Score -2.175366e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 152147 members 
Entering Unmasked Estep 
Score: -21753920.000000 Penalty: 5926.958984
	Iteration 50Q: 3 clusters Score -2.175392e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 152514 members 
Entering Unmasked Estep 
Score: -21754050.000000 Penalty: 5926.958984
	Iteration 51Q: 3 clusters Score -2.175405e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 152793 members 
Entering Unmasked Estep 
Score: -21754150.000000 Penalty: 5926.958984
	Iteration 52Q: 3 clusters Score -2.175415e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 153012 members 
Entering Unmasked Estep 
Score: -21754272.000000 Penalty: 5926.958984
	Iteration 53Q: 3 clusters Score -2.175427e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 153176 members 
Entering Unmasked Estep 
Score: -21754372.000000 Penalty: 5926.958984
	Iteration 54Q: 3 clusters Score -2.175437e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 153297 members 
Entering Unmasked Estep 
Score: -21754438.000000 Penalty: 5926.958984
	Iteration 55Q: 3 clusters Score -2.175444e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 153399 members 
Entering Unmasked Estep 
Score: -21754480.000000 Penalty: 5926.958984
	Iteration 56Q: 3 clusters Score -2.175448e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 153475 members 
Entering Unmasked Estep 
Score: -21754512.000000 Penalty: 5926.958984
	Iteration 57Q: 3 clusters Score -2.175451e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 153540 members 
Entering Unmasked Estep 
Score: -21754526.000000 Penalty: 5926.958984
	Iteration 58Q: 3 clusters Score -2.175453e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 153589 members 
Entering Unmasked Estep 
Score: -21754554.000000 Penalty: 5926.958984
	Iteration 59Q: 3 clusters Score -2.175455e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 153629 members 
Entering Unmasked Estep 
Score: -21754596.000000 Penalty: 5926.958984
	Iteration 60F: 3 clusters Score -2.17546e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 153660 members 
Entering Unmasked Estep 
Score: -21754608.000000 Penalty: 5926.958984
	Iteration 61Q: 3 clusters Score -2.175461e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 153690 members 
Entering Unmasked Estep 
Score: -21754614.000000 Penalty: 5926.958984
	Iteration 62Q: 3 clusters Score -2.175461e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 153723 members 
Entering Unmasked Estep 
Score: -21754622.000000 Penalty: 5926.958984
	Iteration 63Q: 3 clusters Score -2.175462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 153750 members 
Entering Unmasked Estep 
Score: -21754646.000000 Penalty: 5926.958984
	Iteration 64Q: 3 clusters Score -2.175465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 153771 members 
Entering Unmasked Estep 
Score: -21754658.000000 Penalty: 5926.958984
	Iteration 65Q: 3 clusters Score -2.175466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 153789 members 
Entering Unmasked Estep 
Score: -21754640.000000 Penalty: 5926.958984
	Iteration 66Q: 3 clusters Score -2.175464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 153797 members 
Entering Unmasked Estep 
Score: -21754644.000000 Penalty: 5926.958984
	Iteration 67Q: 3 clusters Score -2.175464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 153808 members 
Entering Unmasked Estep 
Score: -21754648.000000 Penalty: 5926.958984
	Iteration 68Q: 3 clusters Score -2.175465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 153813 members 
Entering Unmasked Estep 
Score: -21754644.000000 Penalty: 5926.958984
	Iteration 69Q: 3 clusters Score -2.175464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 153816 members 
Entering Unmasked Estep 
Score: -21754648.000000 Penalty: 5926.958984
	Iteration 70Q: 3 clusters Score -2.175465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
Score: -21754654.000000 Penalty: 5926.958984
	Iteration 71Q: 3 clusters Score -2.175465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 153825 members 
Entering Unmasked Estep 
Score: -21754656.000000 Penalty: 5926.958984
	Iteration 72Q: 3 clusters Score -2.175466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -21754646.000000 Penalty: 5926.958984
	Iteration 73Q: 3 clusters Score -2.175465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 153830 members 
Entering Unmasked Estep 
Score: -21754654.000000 Penalty: 5926.958984
	Iteration 74Q: 3 clusters Score -2.175465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 153831 members 
Entering Unmasked Estep 
Score: -21754658.000000 Penalty: 5926.958984
	Iteration 75Q: 3 clusters Score -2.175466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 153830 members 
Entering Unmasked Estep 
Score: -21754654.000000 Penalty: 5926.958984
	Iteration 76Q: 3 clusters Score -2.175465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 153830 members 
Entering Unmasked Estep 
Score: -21754654.000000 Penalty: 5926.958984
	Iteration 77F: 3 clusters Score -2.175465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Entering Unmasked Estep 
Score: -2673289.000000 Penalty: 2440.442627
	Iteration 0F: 2 clusters Score -2673289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2659975.500000 Penalty: 4880.885254
	Iteration 0F: 3 clusters Score -2659976 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2664933.750000 Penalty: 4880.885254
	Iteration 1F: 3 clusters Score -2664934 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2665805.250000 Penalty: 4880.885254
	Iteration 2F: 3 clusters Score -2665805 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2666718.000000 Penalty: 4880.885254
	Iteration 3F: 3 clusters Score -2666718 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2667781.000000 Penalty: 4880.885254
	Iteration 4F: 3 clusters Score -2667781 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2668861.750000 Penalty: 4880.885254
	Iteration 5F: 3 clusters Score -2668862 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2669720.750000 Penalty: 4880.885254
	Iteration 6F: 3 clusters Score -2669721 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2670322.000000 Penalty: 4880.885254
	Iteration 7Q: 3 clusters Score -2670322 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2670695.500000 Penalty: 4880.885254
	Iteration 8Q: 3 clusters Score -2670696 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2670895.500000 Penalty: 4880.885254
	Iteration 9Q: 3 clusters Score -2670896 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2671023.750000 Penalty: 4880.885254
	Iteration 10Q: 3 clusters Score -2671024 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2671107.000000 Penalty: 4880.885254
	Iteration 11Q: 3 clusters Score -2671107 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2671153.750000 Penalty: 4880.885254
	Iteration 12Q: 3 clusters Score -2671154 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2671191.250000 Penalty: 4880.885254
	Iteration 13Q: 3 clusters Score -2671191 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2671217.500000 Penalty: 4880.885254
	Iteration 14Q: 3 clusters Score -2671218 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2671245.250000 Penalty: 4880.885254
	Iteration 15Q: 3 clusters Score -2671245 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2671276.750000 Penalty: 4880.885254
	Iteration 16Q: 3 clusters Score -2671277 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2671300.250000 Penalty: 4880.885254
	Iteration 17Q: 3 clusters Score -2671300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2671311.500000 Penalty: 4880.885254
	Iteration 18Q: 3 clusters Score -2671312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2671333.250000 Penalty: 4880.885254
	Iteration 19Q: 3 clusters Score -2671333 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2671351.750000 Penalty: 4880.885254
	Iteration 20F: 3 clusters Score -2671352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2671386.000000 Penalty: 4880.885254
	Iteration 21Q: 3 clusters Score -2671386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2671411.750000 Penalty: 4880.885254
	Iteration 22Q: 3 clusters Score -2671412 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2671433.500000 Penalty: 4880.885254
	Iteration 23Q: 3 clusters Score -2671434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2671445.000000 Penalty: 4880.885254
	Iteration 24Q: 3 clusters Score -2671445 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2671463.500000 Penalty: 4880.885254
	Iteration 25Q: 3 clusters Score -2671464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2671467.750000 Penalty: 4880.885254
	Iteration 26Q: 3 clusters Score -2671468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2671475.750000 Penalty: 4880.885254
	Iteration 27Q: 3 clusters Score -2671476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2671480.500000 Penalty: 4880.885254
	Iteration 28Q: 3 clusters Score -2671480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2671488.500000 Penalty: 4880.885254
	Iteration 29Q: 3 clusters Score -2671488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2671490.500000 Penalty: 4880.885254
	Iteration 30Q: 3 clusters Score -2671490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2671502.750000 Penalty: 4880.885254
	Iteration 31Q: 3 clusters Score -2671503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2671505.750000 Penalty: 4880.885254
	Iteration 32Q: 3 clusters Score -2671506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2671514.750000 Penalty: 4880.885254
	Iteration 33Q: 3 clusters Score -2671515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2671515.750000 Penalty: 4880.885254
	Iteration 34Q: 3 clusters Score -2671516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2671522.750000 Penalty: 4880.885254
	Iteration 35Q: 3 clusters Score -2671523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2671520.000000 Penalty: 4880.885254
	Iteration 36Q: 3 clusters Score -2671520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2671524.000000 Penalty: 4880.885254
	Iteration 37Q: 3 clusters Score -2671524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2671524.500000 Penalty: 4880.885254
	Iteration 38Q: 3 clusters Score -2671524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2671525.250000 Penalty: 4880.885254
	Iteration 39Q: 3 clusters Score -2671525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2671529.000000 Penalty: 4880.885254
	Iteration 40F: 3 clusters Score -2671529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2671529.000000 Penalty: 4880.885254
	Iteration 41Q: 3 clusters Score -2671529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2671532.750000 Penalty: 4880.885254
	Iteration 42Q: 3 clusters Score -2671533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2671534.250000 Penalty: 4880.885254
	Iteration 43Q: 3 clusters Score -2671534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2671535.250000 Penalty: 4880.885254
	Iteration 44Q: 3 clusters Score -2671535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2671535.750000 Penalty: 4880.885254
	Iteration 45Q: 3 clusters Score -2671536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2671538.750000 Penalty: 4880.885254
	Iteration 46Q: 3 clusters Score -2671539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2671537.000000 Penalty: 4880.885254
	Iteration 47Q: 3 clusters Score -2671537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2671541.250000 Penalty: 4880.885254
	Iteration 48Q: 3 clusters Score -2671541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2671541.250000 Penalty: 4880.885254
	Iteration 49Q: 3 clusters Score -2671541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2671541.000000 Penalty: 4880.885254
	Iteration 50Q: 3 clusters Score -2671541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2671541.500000 Penalty: 4880.885254
	Iteration 51Q: 3 clusters Score -2671542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2671548.250000 Penalty: 4880.885254
	Iteration 52Q: 3 clusters Score -2671548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2671553.750000 Penalty: 4880.885254
	Iteration 53Q: 3 clusters Score -2671554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2671553.500000 Penalty: 4880.885254
	Iteration 54Q: 3 clusters Score -2671554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2671556.750000 Penalty: 4880.885254
	Iteration 55Q: 3 clusters Score -2671557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2671555.750000 Penalty: 4880.885254
	Iteration 56Q: 3 clusters Score -2671556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2671555.250000 Penalty: 4880.885254
	Iteration 57Q: 3 clusters Score -2671555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2671558.250000 Penalty: 4880.885254
	Iteration 58Q: 3 clusters Score -2671558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2671558.750000 Penalty: 4880.885254
	Iteration 59Q: 3 clusters Score -2671559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2671564.000000 Penalty: 4880.885254
	Iteration 60F: 3 clusters Score -2671564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2671564.000000 Penalty: 4880.885254
	Iteration 61Q: 3 clusters Score -2671564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2671564.750000 Penalty: 4880.885254
	Iteration 62Q: 3 clusters Score -2671565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2671566.500000 Penalty: 4880.885254
	Iteration 63Q: 3 clusters Score -2671566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2671565.000000 Penalty: 4880.885254
	Iteration 64Q: 3 clusters Score -2671565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2671563.000000 Penalty: 4880.885254
	Iteration 65Q: 3 clusters Score -2671563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2671561.750000 Penalty: 4880.885254
	Iteration 66Q: 3 clusters Score -2671562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2671568.750000 Penalty: 4880.885254
	Iteration 67Q: 3 clusters Score -2671569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2671573.250000 Penalty: 4880.885254
	Iteration 68Q: 3 clusters Score -2671573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2671574.000000 Penalty: 4880.885254
	Iteration 69Q: 3 clusters Score -2671574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2671573.000000 Penalty: 4880.885254
	Iteration 70Q: 3 clusters Score -2671573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2671570.500000 Penalty: 4880.885254
	Iteration 71Q: 3 clusters Score -2671570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2671569.000000 Penalty: 4880.885254
	Iteration 72Q: 3 clusters Score -2671569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2671568.500000 Penalty: 4880.885254
	Iteration 73Q: 3 clusters Score -2671568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2671577.250000 Penalty: 4880.885254
	Iteration 74Q: 3 clusters Score -2671577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2671573.000000 Penalty: 4880.885254
	Iteration 75Q: 3 clusters Score -2671573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2671578.750000 Penalty: 4880.885254
	Iteration 76Q: 3 clusters Score -2671579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2671584.500000 Penalty: 4880.885254
	Iteration 77Q: 3 clusters Score -2671584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2671583.250000 Penalty: 4880.885254
	Iteration 78Q: 3 clusters Score -2671583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2671589.250000 Penalty: 4880.885254
	Iteration 79Q: 3 clusters Score -2671589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2671589.250000 Penalty: 4880.885254
	Iteration 80F: 3 clusters Score -2671589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2671593.250000 Penalty: 4880.885254
	Iteration 81Q: 3 clusters Score -2671593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2671598.000000 Penalty: 4880.885254
	Iteration 82Q: 3 clusters Score -2671598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2671592.750000 Penalty: 4880.885254
	Iteration 83Q: 3 clusters Score -2671593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2671594.250000 Penalty: 4880.885254
	Iteration 84Q: 3 clusters Score -2671594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2671596.250000 Penalty: 4880.885254
	Iteration 85Q: 3 clusters Score -2671596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2671595.500000 Penalty: 4880.885254
	Iteration 86Q: 3 clusters Score -2671596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2671594.000000 Penalty: 4880.885254
	Iteration 87Q: 3 clusters Score -2671594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2671597.000000 Penalty: 4880.885254
	Iteration 88Q: 3 clusters Score -2671597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2671596.250000 Penalty: 4880.885254
	Iteration 89Q: 3 clusters Score -2671596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2671597.750000 Penalty: 4880.885254
	Iteration 90Q: 3 clusters Score -2671598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2671594.000000 Penalty: 4880.885254
	Iteration 91Q: 3 clusters Score -2671594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2671593.750000 Penalty: 4880.885254
	Iteration 92Q: 3 clusters Score -2671594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2671593.000000 Penalty: 4880.885254
	Iteration 93Q: 3 clusters Score -2671593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2671593.000000 Penalty: 4880.885254
	Iteration 94F: 3 clusters Score -2671593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Entering Unmasked Estep 
Score: -10961196.000000 Penalty: 2790.599609
	Iteration 0F: 2 clusters Score -1.09612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -10910049.000000 Penalty: 5581.199219
	Iteration 0F: 3 clusters Score -1.091005e+07 nChanged 35774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -10930092.000000 Penalty: 5581.199219
	Iteration 1F: 3 clusters Score -1.093009e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -10930890.000000 Penalty: 5581.199219
	Iteration 2Q: 3 clusters Score -1.093089e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -10931840.000000 Penalty: 5581.199219
	Iteration 3Q: 3 clusters Score -1.093184e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -10933129.000000 Penalty: 5581.199219
	Iteration 4Q: 3 clusters Score -1.093313e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -10934781.000000 Penalty: 5581.199219
	Iteration 5Q: 3 clusters Score -1.093478e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -10936885.000000 Penalty: 5581.199219
	Iteration 6Q: 3 clusters Score -1.093688e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -10939626.000000 Penalty: 5581.199219
	Iteration 7F: 3 clusters Score -1.093963e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -10942592.000000 Penalty: 5581.199219
	Iteration 8F: 3 clusters Score -1.094259e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -10945436.000000 Penalty: 5581.199219
	Iteration 9F: 3 clusters Score -1.094544e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -10947646.000000 Penalty: 5581.199219
	Iteration 10F: 3 clusters Score -1.094765e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -10948906.000000 Penalty: 5581.199219
	Iteration 11Q: 3 clusters Score -1.094891e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -10949468.000000 Penalty: 5581.199219
	Iteration 12Q: 3 clusters Score -1.094947e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -10949761.000000 Penalty: 5581.199219
	Iteration 13Q: 3 clusters Score -1.094976e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -10949956.000000 Penalty: 5581.199219
	Iteration 14Q: 3 clusters Score -1.094996e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -10950167.000000 Penalty: 5581.199219
	Iteration 15Q: 3 clusters Score -1.095017e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -10950404.000000 Penalty: 5581.199219
	Iteration 16Q: 3 clusters Score -1.09504e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -10950591.000000 Penalty: 5581.199219
	Iteration 17Q: 3 clusters Score -1.095059e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -10950762.000000 Penalty: 5581.199219
	Iteration 18Q: 3 clusters Score -1.095076e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -10951031.000000 Penalty: 5581.199219
	Iteration 19Q: 3 clusters Score -1.095103e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -10951283.000000 Penalty: 5581.199219
	Iteration 20F: 3 clusters Score -1.095128e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -10951519.000000 Penalty: 5581.199219
	Iteration 21Q: 3 clusters Score -1.095152e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -10951790.000000 Penalty: 5581.199219
	Iteration 22Q: 3 clusters Score -1.095179e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -10952124.000000 Penalty: 5581.199219
	Iteration 23Q: 3 clusters Score -1.095212e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -10952541.000000 Penalty: 5581.199219
	Iteration 24Q: 3 clusters Score -1.095254e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -10953050.000000 Penalty: 5581.199219
	Iteration 25Q: 3 clusters Score -1.095305e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 65133 members 
Entering Unmasked Estep 
Score: -10953468.000000 Penalty: 5581.199219
	Iteration 26Q: 3 clusters Score -1.095347e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -10953987.000000 Penalty: 5581.199219
	Iteration 27Q: 3 clusters Score -1.095399e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -10954538.000000 Penalty: 5581.199219
	Iteration 28Q: 3 clusters Score -1.095454e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 68818 members 
Entering Unmasked Estep 
Score: -10955073.000000 Penalty: 5581.199219
	Iteration 29Q: 3 clusters Score -1.095507e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -10955656.000000 Penalty: 5581.199219
	Iteration 30Q: 3 clusters Score -1.095566e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -10956233.000000 Penalty: 5581.199219
	Iteration 31Q: 3 clusters Score -1.095623e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -10956700.000000 Penalty: 5581.199219
	Iteration 32Q: 3 clusters Score -1.09567e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -10957222.000000 Penalty: 5581.199219
	Iteration 33Q: 3 clusters Score -1.095722e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -10957593.000000 Penalty: 5581.199219
	Iteration 34Q: 3 clusters Score -1.095759e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -10957901.000000 Penalty: 5581.199219
	Iteration 35Q: 3 clusters Score -1.09579e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -10958104.000000 Penalty: 5581.199219
	Iteration 36Q: 3 clusters Score -1.09581e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -10958311.000000 Penalty: 5581.199219
	Iteration 37Q: 3 clusters Score -1.095831e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -10958434.000000 Penalty: 5581.199219
	Iteration 38Q: 3 clusters Score -1.095843e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -10958516.000000 Penalty: 5581.199219
	Iteration 39Q: 3 clusters Score -1.095852e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 75744 members 
Entering Unmasked Estep 
Score: -10958594.000000 Penalty: 5581.199219
	Iteration 40F: 3 clusters Score -1.095859e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 75858 members 
Entering Unmasked Estep 
Score: -10958644.000000 Penalty: 5581.199219
	Iteration 41Q: 3 clusters Score -1.095864e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -10958673.000000 Penalty: 5581.199219
	Iteration 42Q: 3 clusters Score -1.095867e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -10958716.000000 Penalty: 5581.199219
	Iteration 43Q: 3 clusters Score -1.095872e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -10958723.000000 Penalty: 5581.199219
	Iteration 44Q: 3 clusters Score -1.095872e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 76093 members 
Entering Unmasked Estep 
Score: -10958728.000000 Penalty: 5581.199219
	Iteration 45Q: 3 clusters Score -1.095873e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -10958736.000000 Penalty: 5581.199219
	Iteration 46Q: 3 clusters Score -1.095874e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -10958764.000000 Penalty: 5581.199219
	Iteration 47Q: 3 clusters Score -1.095876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -10958766.000000 Penalty: 5581.199219
	Iteration 48Q: 3 clusters Score -1.095877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -10958771.000000 Penalty: 5581.199219
	Iteration 49Q: 3 clusters Score -1.095877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -10958788.000000 Penalty: 5581.199219
	Iteration 50Q: 3 clusters Score -1.095879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 76235 members 
Entering Unmasked Estep 
Score: -10958807.000000 Penalty: 5581.199219
	Iteration 51Q: 3 clusters Score -1.095881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -10958815.000000 Penalty: 5581.199219
	Iteration 52Q: 3 clusters Score -1.095882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -10958818.000000 Penalty: 5581.199219
	Iteration 53Q: 3 clusters Score -1.095882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -10958822.000000 Penalty: 5581.199219
	Iteration 54Q: 3 clusters Score -1.095882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -10958825.000000 Penalty: 5581.199219
	Iteration 55Q: 3 clusters Score -1.095882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -10958817.000000 Penalty: 5581.199219
	Iteration 56Q: 3 clusters Score -1.095882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -10958829.000000 Penalty: 5581.199219
	Iteration 57Q: 3 clusters Score -1.095883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -10958833.000000 Penalty: 5581.199219
	Iteration 58Q: 3 clusters Score -1.095883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -10958827.000000 Penalty: 5581.199219
	Iteration 59Q: 3 clusters Score -1.095883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -10958837.000000 Penalty: 5581.199219
	Iteration 60F: 3 clusters Score -1.095884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 76286 members 
Entering Unmasked Estep 
Score: -10958837.000000 Penalty: 5581.199219
	Iteration 61Q: 3 clusters Score -1.095884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -10958841.000000 Penalty: 5581.199219
	Iteration 62Q: 3 clusters Score -1.095884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -10958848.000000 Penalty: 5581.199219
	Iteration 63Q: 3 clusters Score -1.095885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -10958842.000000 Penalty: 5581.199219
	Iteration 64Q: 3 clusters Score -1.095884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -10958844.000000 Penalty: 5581.199219
	Iteration 65Q: 3 clusters Score -1.095884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -10958852.000000 Penalty: 5581.199219
	Iteration 66Q: 3 clusters Score -1.095885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -10958855.000000 Penalty: 5581.199219
	Iteration 67Q: 3 clusters Score -1.095886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -10958855.000000 Penalty: 5581.199219
	Iteration 68Q: 3 clusters Score -1.095886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -10958863.000000 Penalty: 5581.199219
	Iteration 69Q: 3 clusters Score -1.095886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -10958859.000000 Penalty: 5581.199219
	Iteration 70Q: 3 clusters Score -1.095886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 76326 members 
Entering Unmasked Estep 
Score: -10958859.000000 Penalty: 5581.199219
	Iteration 71Q: 3 clusters Score -1.095886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -10958862.000000 Penalty: 5581.199219
	Iteration 72Q: 3 clusters Score -1.095886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -10958858.000000 Penalty: 5581.199219
	Iteration 73Q: 3 clusters Score -1.095886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -10958858.000000 Penalty: 5581.199219
	Iteration 74F: 3 clusters Score -1.095886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -267699.687500 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -267699.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -265103.906250 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -265103.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -265577.968750 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -265578 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -265678.906250 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -265678.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -265744.031250 Penalty: 3752.633545
	Iteration 3Q: 3 clusters Score -265744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -265781.500000 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -265781.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -265801.562500 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -265801.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -265820.375000 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -265820.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -265838.000000 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -265838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -265853.843750 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -265853.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -265868.531250 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -265868.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -265891.531250 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -265891.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -265924.750000 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -265924.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -265953.531250 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -265953.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -265976.625000 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -265976.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -265993.656250 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -265993.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -266007.156250 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -266007.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -266024.812500 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -266024.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -266037.343750 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -266037.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -266048.250000 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -266048.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -266054.843750 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -266054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -266060.937500 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -266060.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -266063.750000 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -266063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -266066.625000 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -266066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -266067.187500 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -266067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -266067.187500 Penalty: 3752.633545
	Iteration 24F: 3 clusters Score -266067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -783236.500000 Penalty: 2134.045166
	Iteration 0F: 2 clusters Score -783236.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -778441.937500 Penalty: 4268.090332
	Iteration 0F: 3 clusters Score -778441.9 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -779596.687500 Penalty: 4268.090332
	Iteration 1F: 3 clusters Score -779596.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -779770.625000 Penalty: 4268.090332
	Iteration 2F: 3 clusters Score -779770.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -779873.125000 Penalty: 4268.090332
	Iteration 3Q: 3 clusters Score -779873.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -779946.750000 Penalty: 4268.090332
	Iteration 4Q: 3 clusters Score -779946.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -779995.937500 Penalty: 4268.090332
	Iteration 5Q: 3 clusters Score -779995.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -780042.750000 Penalty: 4268.090332
	Iteration 6Q: 3 clusters Score -780042.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -780086.187500 Penalty: 4268.090332
	Iteration 7Q: 3 clusters Score -780086.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -780122.562500 Penalty: 4268.090332
	Iteration 8Q: 3 clusters Score -780122.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -780157.062500 Penalty: 4268.090332
	Iteration 9Q: 3 clusters Score -780157.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -780196.562500 Penalty: 4268.090332
	Iteration 10Q: 3 clusters Score -780196.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -780232.062500 Penalty: 4268.090332
	Iteration 11Q: 3 clusters Score -780232.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -780273.312500 Penalty: 4268.090332
	Iteration 12Q: 3 clusters Score -780273.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -780315.187500 Penalty: 4268.090332
	Iteration 13Q: 3 clusters Score -780315.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -780359.375000 Penalty: 4268.090332
	Iteration 14Q: 3 clusters Score -780359.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -780416.250000 Penalty: 4268.090332
	Iteration 15Q: 3 clusters Score -780416.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -780482.562500 Penalty: 4268.090332
	Iteration 16Q: 3 clusters Score -780482.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -780550.562500 Penalty: 4268.090332
	Iteration 17Q: 3 clusters Score -780550.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -780626.000000 Penalty: 4268.090332
	Iteration 18Q: 3 clusters Score -780626 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -780698.312500 Penalty: 4268.090332
	Iteration 19Q: 3 clusters Score -780698.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -780760.125000 Penalty: 4268.090332
	Iteration 20F: 3 clusters Score -780760.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -780818.000000 Penalty: 4268.090332
	Iteration 21Q: 3 clusters Score -780818 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -780885.625000 Penalty: 4268.090332
	Iteration 22Q: 3 clusters Score -780885.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -780953.812500 Penalty: 4268.090332
	Iteration 23Q: 3 clusters Score -780953.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -781029.750000 Penalty: 4268.090332
	Iteration 24Q: 3 clusters Score -781029.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -781106.750000 Penalty: 4268.090332
	Iteration 25Q: 3 clusters Score -781106.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -781164.250000 Penalty: 4268.090332
	Iteration 26Q: 3 clusters Score -781164.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -781216.187500 Penalty: 4268.090332
	Iteration 27Q: 3 clusters Score -781216.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -781238.750000 Penalty: 4268.090332
	Iteration 28Q: 3 clusters Score -781238.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -781262.500000 Penalty: 4268.090332
	Iteration 29Q: 3 clusters Score -781262.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -781282.937500 Penalty: 4268.090332
	Iteration 30Q: 3 clusters Score -781282.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -781308.187500 Penalty: 4268.090332
	Iteration 31Q: 3 clusters Score -781308.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -781330.687500 Penalty: 4268.090332
	Iteration 32Q: 3 clusters Score -781330.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -781351.812500 Penalty: 4268.090332
	Iteration 33Q: 3 clusters Score -781351.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -781367.437500 Penalty: 4268.090332
	Iteration 34Q: 3 clusters Score -781367.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -781378.875000 Penalty: 4268.090332
	Iteration 35Q: 3 clusters Score -781378.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -781387.375000 Penalty: 4268.090332
	Iteration 36Q: 3 clusters Score -781387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -781390.875000 Penalty: 4268.090332
	Iteration 37Q: 3 clusters Score -781390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -781391.125000 Penalty: 4268.090332
	Iteration 38Q: 3 clusters Score -781391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -781395.000000 Penalty: 4268.090332
	Iteration 39Q: 3 clusters Score -781395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -781396.750000 Penalty: 4268.090332
	Iteration 40F: 3 clusters Score -781396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -781399.437500 Penalty: 4268.090332
	Iteration 41Q: 3 clusters Score -781399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -781399.562500 Penalty: 4268.090332
	Iteration 42Q: 3 clusters Score -781399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -781402.375000 Penalty: 4268.090332
	Iteration 43Q: 3 clusters Score -781402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -781403.437500 Penalty: 4268.090332
	Iteration 44Q: 3 clusters Score -781403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -781404.937500 Penalty: 4268.090332
	Iteration 45Q: 3 clusters Score -781404.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -781405.937500 Penalty: 4268.090332
	Iteration 46Q: 3 clusters Score -781405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -781407.187500 Penalty: 4268.090332
	Iteration 47Q: 3 clusters Score -781407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -781407.187500 Penalty: 4268.090332
	Iteration 48F: 3 clusters Score -781407.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Entering Unmasked Estep 
Score: -5048543.500000 Penalty: 2608.208252
	Iteration 0F: 2 clusters Score -5048544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -5023413.000000 Penalty: 5216.416504
	Iteration 0F: 3 clusters Score -5023413 nChanged 16977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -5033395.000000 Penalty: 5216.416504
	Iteration 1F: 3 clusters Score -5033395 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -5034977.000000 Penalty: 5216.416504
	Iteration 2F: 3 clusters Score -5034977 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -5037054.500000 Penalty: 5216.416504
	Iteration 3F: 3 clusters Score -5037054 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -5039296.500000 Penalty: 5216.416504
	Iteration 4F: 3 clusters Score -5039296 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -5041417.000000 Penalty: 5216.416504
	Iteration 5F: 3 clusters Score -5041417 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -5043068.500000 Penalty: 5216.416504
	Iteration 6F: 3 clusters Score -5043068 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -5044141.000000 Penalty: 5216.416504
	Iteration 7F: 3 clusters Score -5044141 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -5044826.500000 Penalty: 5216.416504
	Iteration 8Q: 3 clusters Score -5044826 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -5045275.000000 Penalty: 5216.416504
	Iteration 9Q: 3 clusters Score -5045275 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -5045645.000000 Penalty: 5216.416504
	Iteration 10Q: 3 clusters Score -5045645 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -5045967.000000 Penalty: 5216.416504
	Iteration 11Q: 3 clusters Score -5045967 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -5046238.000000 Penalty: 5216.416504
	Iteration 12Q: 3 clusters Score -5046238 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -5046592.000000 Penalty: 5216.416504
	Iteration 13Q: 3 clusters Score -5046592 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5047060.500000 Penalty: 5216.416504
	Iteration 14Q: 3 clusters Score -5047060 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -5047441.500000 Penalty: 5216.416504
	Iteration 15Q: 3 clusters Score -5047442 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -5047642.500000 Penalty: 5216.416504
	Iteration 16Q: 3 clusters Score -5047642 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5047802.500000 Penalty: 5216.416504
	Iteration 17Q: 3 clusters Score -5047802 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5047917.000000 Penalty: 5216.416504
	Iteration 18Q: 3 clusters Score -5047917 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5047967.000000 Penalty: 5216.416504
	Iteration 19Q: 3 clusters Score -5047967 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5048011.000000 Penalty: 5216.416504
	Iteration 20F: 3 clusters Score -5048011 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5048059.000000 Penalty: 5216.416504
	Iteration 21Q: 3 clusters Score -5048059 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5048074.500000 Penalty: 5216.416504
	Iteration 22Q: 3 clusters Score -5048074 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5048119.500000 Penalty: 5216.416504
	Iteration 23Q: 3 clusters Score -5048120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5048140.000000 Penalty: 5216.416504
	Iteration 24Q: 3 clusters Score -5048140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5048152.500000 Penalty: 5216.416504
	Iteration 25Q: 3 clusters Score -5048152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5048160.000000 Penalty: 5216.416504
	Iteration 26Q: 3 clusters Score -5048160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5048168.500000 Penalty: 5216.416504
	Iteration 27Q: 3 clusters Score -5048168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5048170.000000 Penalty: 5216.416504
	Iteration 28Q: 3 clusters Score -5048170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5048183.500000 Penalty: 5216.416504
	Iteration 29Q: 3 clusters Score -5048184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5048193.500000 Penalty: 5216.416504
	Iteration 30Q: 3 clusters Score -5048194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5048206.000000 Penalty: 5216.416504
	Iteration 31Q: 3 clusters Score -5048206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5048227.000000 Penalty: 5216.416504
	Iteration 32Q: 3 clusters Score -5048227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5048231.500000 Penalty: 5216.416504
	Iteration 33Q: 3 clusters Score -5048232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5048244.500000 Penalty: 5216.416504
	Iteration 34Q: 3 clusters Score -5048244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5048251.000000 Penalty: 5216.416504
	Iteration 35Q: 3 clusters Score -5048251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5048253.500000 Penalty: 5216.416504
	Iteration 36Q: 3 clusters Score -5048254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5048264.500000 Penalty: 5216.416504
	Iteration 37Q: 3 clusters Score -5048264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5048264.500000 Penalty: 5216.416504
	Iteration 38Q: 3 clusters Score -5048264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5048261.000000 Penalty: 5216.416504
	Iteration 39Q: 3 clusters Score -5048261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5048266.500000 Penalty: 5216.416504
	Iteration 40F: 3 clusters Score -5048266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5048268.500000 Penalty: 5216.416504
	Iteration 41Q: 3 clusters Score -5048268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5048274.000000 Penalty: 5216.416504
	Iteration 42Q: 3 clusters Score -5048274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5048284.000000 Penalty: 5216.416504
	Iteration 43Q: 3 clusters Score -5048284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5048279.500000 Penalty: 5216.416504
	Iteration 44Q: 3 clusters Score -5048280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5048287.500000 Penalty: 5216.416504
	Iteration 45Q: 3 clusters Score -5048288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5048283.000000 Penalty: 5216.416504
	Iteration 46Q: 3 clusters Score -5048283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5048279.500000 Penalty: 5216.416504
	Iteration 47Q: 3 clusters Score -5048280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5048278.000000 Penalty: 5216.416504
	Iteration 48Q: 3 clusters Score -5048278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5048278.000000 Penalty: 5216.416504
	Iteration 49Q: 3 clusters Score -5048278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5048279.500000 Penalty: 5216.416504
	Iteration 50Q: 3 clusters Score -5048280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5048281.500000 Penalty: 5216.416504
	Iteration 51Q: 3 clusters Score -5048282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5048286.000000 Penalty: 5216.416504
	Iteration 52Q: 3 clusters Score -5048286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5048286.500000 Penalty: 5216.416504
	Iteration 53Q: 3 clusters Score -5048286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5048288.000000 Penalty: 5216.416504
	Iteration 54Q: 3 clusters Score -5048288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5048289.000000 Penalty: 5216.416504
	Iteration 55Q: 3 clusters Score -5048289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5048288.000000 Penalty: 5216.416504
	Iteration 56Q: 3 clusters Score -5048288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5048289.000000 Penalty: 5216.416504
	Iteration 57Q: 3 clusters Score -5048289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5048289.000000 Penalty: 5216.416504
	Iteration 58F: 3 clusters Score -5048289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Entering Unmasked Estep 
Score: -550987.812500 Penalty: 2051.660889
	Iteration 0F: 2 clusters Score -550987.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -547238.687500 Penalty: 4103.321777
	Iteration 0F: 3 clusters Score -547238.7 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -548071.812500 Penalty: 4103.321777
	Iteration 1F: 3 clusters Score -548071.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -548261.875000 Penalty: 4103.321777
	Iteration 2F: 3 clusters Score -548261.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -548374.500000 Penalty: 4103.321777
	Iteration 3Q: 3 clusters Score -548374.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -548458.375000 Penalty: 4103.321777
	Iteration 4Q: 3 clusters Score -548458.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -548519.187500 Penalty: 4103.321777
	Iteration 5Q: 3 clusters Score -548519.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -548569.687500 Penalty: 4103.321777
	Iteration 6Q: 3 clusters Score -548569.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -548602.312500 Penalty: 4103.321777
	Iteration 7Q: 3 clusters Score -548602.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -548636.500000 Penalty: 4103.321777
	Iteration 8Q: 3 clusters Score -548636.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -548673.000000 Penalty: 4103.321777
	Iteration 9Q: 3 clusters Score -548673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -548707.875000 Penalty: 4103.321777
	Iteration 10Q: 3 clusters Score -548707.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -548735.812500 Penalty: 4103.321777
	Iteration 11Q: 3 clusters Score -548735.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -548769.625000 Penalty: 4103.321777
	Iteration 12Q: 3 clusters Score -548769.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -548800.812500 Penalty: 4103.321777
	Iteration 13Q: 3 clusters Score -548800.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -548831.562500 Penalty: 4103.321777
	Iteration 14Q: 3 clusters Score -548831.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -548871.687500 Penalty: 4103.321777
	Iteration 15Q: 3 clusters Score -548871.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -548915.625000 Penalty: 4103.321777
	Iteration 16Q: 3 clusters Score -548915.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -548955.750000 Penalty: 4103.321777
	Iteration 17Q: 3 clusters Score -548955.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -548986.125000 Penalty: 4103.321777
	Iteration 18Q: 3 clusters Score -548986.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -549013.437500 Penalty: 4103.321777
	Iteration 19Q: 3 clusters Score -549013.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -549045.687500 Penalty: 4103.321777
	Iteration 20F: 3 clusters Score -549045.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -549081.875000 Penalty: 4103.321777
	Iteration 21Q: 3 clusters Score -549081.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -549112.812500 Penalty: 4103.321777
	Iteration 22Q: 3 clusters Score -549112.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -549143.500000 Penalty: 4103.321777
	Iteration 23Q: 3 clusters Score -549143.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -549173.687500 Penalty: 4103.321777
	Iteration 24Q: 3 clusters Score -549173.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -549196.812500 Penalty: 4103.321777
	Iteration 25Q: 3 clusters Score -549196.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -549211.750000 Penalty: 4103.321777
	Iteration 26Q: 3 clusters Score -549211.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -549224.625000 Penalty: 4103.321777
	Iteration 27Q: 3 clusters Score -549224.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -549237.562500 Penalty: 4103.321777
	Iteration 28Q: 3 clusters Score -549237.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -549247.000000 Penalty: 4103.321777
	Iteration 29Q: 3 clusters Score -549247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -549259.687500 Penalty: 4103.321777
	Iteration 30Q: 3 clusters Score -549259.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -549265.437500 Penalty: 4103.321777
	Iteration 31Q: 3 clusters Score -549265.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -549272.000000 Penalty: 4103.321777
	Iteration 32Q: 3 clusters Score -549272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -549278.250000 Penalty: 4103.321777
	Iteration 33Q: 3 clusters Score -549278.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -549283.062500 Penalty: 4103.321777
	Iteration 34Q: 3 clusters Score -549283.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -549289.687500 Penalty: 4103.321777
	Iteration 35Q: 3 clusters Score -549289.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -549293.750000 Penalty: 4103.321777
	Iteration 36Q: 3 clusters Score -549293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -549295.062500 Penalty: 4103.321777
	Iteration 37Q: 3 clusters Score -549295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -549297.875000 Penalty: 4103.321777
	Iteration 38Q: 3 clusters Score -549297.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -549300.750000 Penalty: 4103.321777
	Iteration 39Q: 3 clusters Score -549300.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -549304.062500 Penalty: 4103.321777
	Iteration 40F: 3 clusters Score -549304.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -549306.687500 Penalty: 4103.321777
	Iteration 41Q: 3 clusters Score -549306.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -549314.687500 Penalty: 4103.321777
	Iteration 42Q: 3 clusters Score -549314.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -549317.937500 Penalty: 4103.321777
	Iteration 43Q: 3 clusters Score -549317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -549320.937500 Penalty: 4103.321777
	Iteration 44Q: 3 clusters Score -549320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -549324.000000 Penalty: 4103.321777
	Iteration 45Q: 3 clusters Score -549324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -549330.000000 Penalty: 4103.321777
	Iteration 46Q: 3 clusters Score -549330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -549336.437500 Penalty: 4103.321777
	Iteration 47Q: 3 clusters Score -549336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -549340.875000 Penalty: 4103.321777
	Iteration 48Q: 3 clusters Score -549340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -549346.187500 Penalty: 4103.321777
	Iteration 49Q: 3 clusters Score -549346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -549351.375000 Penalty: 4103.321777
	Iteration 50Q: 3 clusters Score -549351.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -549356.125000 Penalty: 4103.321777
	Iteration 51Q: 3 clusters Score -549356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -549358.312500 Penalty: 4103.321777
	Iteration 52Q: 3 clusters Score -549358.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -549360.437500 Penalty: 4103.321777
	Iteration 53Q: 3 clusters Score -549360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -549362.437500 Penalty: 4103.321777
	Iteration 54Q: 3 clusters Score -549362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -549364.312500 Penalty: 4103.321777
	Iteration 55Q: 3 clusters Score -549364.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -549364.062500 Penalty: 4103.321777
	Iteration 56Q: 3 clusters Score -549364.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -549365.500000 Penalty: 4103.321777
	Iteration 57Q: 3 clusters Score -549365.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -549365.500000 Penalty: 4103.321777
	Iteration 58F: 3 clusters Score -549365.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Entering Unmasked Estep 
Score: -23299160.000000 Penalty: 2981.305176
	Iteration 0F: 2 clusters Score -2.329916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -23194336.000000 Penalty: 5962.610352
	Iteration 0F: 3 clusters Score -2.319434e+07 nChanged 79634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 78049 members 
Entering Unmasked Estep 
Score: -23240680.000000 Penalty: 5962.610352
	Iteration 1F: 3 clusters Score -2.324068e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -23242188.000000 Penalty: 5962.610352
	Iteration 2Q: 3 clusters Score -2.324219e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96257 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -23244202.000000 Penalty: 5962.610352
	Iteration 3Q: 3 clusters Score -2.32442e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -23247870.000000 Penalty: 5962.610352
	Iteration 4Q: 3 clusters Score -2.324787e+07 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113925 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -23254732.000000 Penalty: 5962.610352
	Iteration 5F: 3 clusters Score -2.325473e+07 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126891 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -23265214.000000 Penalty: 5962.610352
	Iteration 6F: 3 clusters Score -2.326521e+07 nChanged 14108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140721 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -23278630.000000 Penalty: 5962.610352
	Iteration 7F: 3 clusters Score -2.327863e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -23288676.000000 Penalty: 5962.610352
	Iteration 8F: 3 clusters Score -2.328868e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159206 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -23293316.000000 Penalty: 5962.610352
	Iteration 9Q: 3 clusters Score -2.329332e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162832 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -23295314.000000 Penalty: 5962.610352
	Iteration 10Q: 3 clusters Score -2.329531e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164534 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -23296026.000000 Penalty: 5962.610352
	Iteration 11Q: 3 clusters Score -2.329603e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165329 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -23296326.000000 Penalty: 5962.610352
	Iteration 12Q: 3 clusters Score -2.329633e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -23296488.000000 Penalty: 5962.610352
	Iteration 13Q: 3 clusters Score -2.329649e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165786 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -23296544.000000 Penalty: 5962.610352
	Iteration 14Q: 3 clusters Score -2.329654e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165856 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23296572.000000 Penalty: 5962.610352
	Iteration 15Q: 3 clusters Score -2.329657e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165909 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23296600.000000 Penalty: 5962.610352
	Iteration 16Q: 3 clusters Score -2.32966e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165937 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23296658.000000 Penalty: 5962.610352
	Iteration 17Q: 3 clusters Score -2.329666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165954 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23296656.000000 Penalty: 5962.610352
	Iteration 18Q: 3 clusters Score -2.329666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -23296672.000000 Penalty: 5962.610352
	Iteration 19Q: 3 clusters Score -2.329667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165962 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23296676.000000 Penalty: 5962.610352
	Iteration 20F: 3 clusters Score -2.329668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165965 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23296668.000000 Penalty: 5962.610352
	Iteration 21Q: 3 clusters Score -2.329667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165967 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23296682.000000 Penalty: 5962.610352
	Iteration 22Q: 3 clusters Score -2.329668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165968 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23296672.000000 Penalty: 5962.610352
	Iteration 23Q: 3 clusters Score -2.329667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165968 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23296672.000000 Penalty: 5962.610352
	Iteration 24F: 3 clusters Score -2.329667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -65219.699219 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -65219.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63825.484375 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -63825.48 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64082.531250 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -64082.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64184.902344 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -64184.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64429.824219 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -64429.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -64707.941406 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -64707.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -64866.781250 Penalty: 3129.719482
	Iteration 5F: 3 clusters Score -64866.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65136.515625 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -65136.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65322.781250 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -65322.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65750.640625 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -65750.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65856.929688 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -65856.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65919.359375 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -65919.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -65975.132812 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -65975.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -66004.125000 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -66004.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66079.429688 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -66079.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66108.640625 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -66108.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66121.890625 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -66121.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66130.070312 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -66130.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66131.195312 Penalty: 3129.719482
	Iteration 17F: 3 clusters Score -66131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66133.992188 Penalty: 3129.719482
	Iteration 18Q: 3 clusters Score -66133.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66133.992188 Penalty: 3129.719482
	Iteration 19F: 3 clusters Score -66133.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21203 members 
Mstep: Class 3 contains 117348 members 
Mstep: Class 4 contains 57014 members 
Mstep: Class 5 contains 97709 members 
Mstep: Class 6 contains 117719 members 
Mstep: Class 7 contains 94923 members 
Mstep: Class 8 contains 3618 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154742 members 
Mstep: Class 11 contains 18779 members 
Mstep: Class 12 contains 77066 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5459 members 
Mstep: Class 15 contains 36937 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 166274 members 
Mstep: Class 18 contains 107 members 
Mstep: Class 19 contains 37233 members 
Mstep: Class 20 contains 41200 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 443 members 
Entering Unmasked Estep 
Score: -147045536.000000 Penalty: 75686.148438
Splitting cluster 18 changes total score from -147046448.000000 to -147045536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Entering Unmasked Estep 
Score: -5322107.000000 Penalty: 2610.187744
	Iteration 0F: 2 clusters Score -5322107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -5296854.500000 Penalty: 5220.375488
	Iteration 0F: 3 clusters Score -5296854 nChanged 16836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -5305957.500000 Penalty: 5220.375488
	Iteration 1F: 3 clusters Score -5305958 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -5306372.000000 Penalty: 5220.375488
	Iteration 2Q: 3 clusters Score -5306372 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -5306797.500000 Penalty: 5220.375488
	Iteration 3Q: 3 clusters Score -5306798 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -5307110.000000 Penalty: 5220.375488
	Iteration 4Q: 3 clusters Score -5307110 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -5307453.000000 Penalty: 5220.375488
	Iteration 5Q: 3 clusters Score -5307453 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -5307880.000000 Penalty: 5220.375488
	Iteration 6Q: 3 clusters Score -5307880 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -5308425.000000 Penalty: 5220.375488
	Iteration 7Q: 3 clusters Score -5308425 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -5309101.000000 Penalty: 5220.375488
	Iteration 8Q: 3 clusters Score -5309101 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -5310102.000000 Penalty: 5220.375488
	Iteration 9Q: 3 clusters Score -5310102 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -5311528.500000 Penalty: 5220.375488
	Iteration 10F: 3 clusters Score -5311528 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -5313219.000000 Penalty: 5220.375488
	Iteration 11F: 3 clusters Score -5313219 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -5314814.000000 Penalty: 5220.375488
	Iteration 12F: 3 clusters Score -5314814 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -5315844.500000 Penalty: 5220.375488
	Iteration 13Q: 3 clusters Score -5315844 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -5316383.000000 Penalty: 5220.375488
	Iteration 14Q: 3 clusters Score -5316383 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -5316702.000000 Penalty: 5220.375488
	Iteration 15Q: 3 clusters Score -5316702 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -5316909.000000 Penalty: 5220.375488
	Iteration 16Q: 3 clusters Score -5316909 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -5317124.000000 Penalty: 5220.375488
	Iteration 17Q: 3 clusters Score -5317124 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -5317337.000000 Penalty: 5220.375488
	Iteration 18Q: 3 clusters Score -5317337 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -5317524.500000 Penalty: 5220.375488
	Iteration 19Q: 3 clusters Score -5317524 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -5317656.500000 Penalty: 5220.375488
	Iteration 20F: 3 clusters Score -5317656 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -5317817.500000 Penalty: 5220.375488
	Iteration 21Q: 3 clusters Score -5317818 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -5317968.500000 Penalty: 5220.375488
	Iteration 22Q: 3 clusters Score -5317968 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -5318145.500000 Penalty: 5220.375488
	Iteration 23Q: 3 clusters Score -5318146 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -5318296.500000 Penalty: 5220.375488
	Iteration 24Q: 3 clusters Score -5318296 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -5318410.500000 Penalty: 5220.375488
	Iteration 25Q: 3 clusters Score -5318410 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -5318546.000000 Penalty: 5220.375488
	Iteration 26Q: 3 clusters Score -5318546 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -5318671.000000 Penalty: 5220.375488
	Iteration 27Q: 3 clusters Score -5318671 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -5318811.000000 Penalty: 5220.375488
	Iteration 28Q: 3 clusters Score -5318811 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -5318924.500000 Penalty: 5220.375488
	Iteration 29Q: 3 clusters Score -5318924 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -5319040.000000 Penalty: 5220.375488
	Iteration 30Q: 3 clusters Score -5319040 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -5319142.500000 Penalty: 5220.375488
	Iteration 31Q: 3 clusters Score -5319142 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -5319222.500000 Penalty: 5220.375488
	Iteration 32Q: 3 clusters Score -5319222 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -5319323.000000 Penalty: 5220.375488
	Iteration 33Q: 3 clusters Score -5319323 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -5319406.000000 Penalty: 5220.375488
	Iteration 34Q: 3 clusters Score -5319406 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5319447.000000 Penalty: 5220.375488
	Iteration 35Q: 3 clusters Score -5319447 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -5319506.000000 Penalty: 5220.375488
	Iteration 36Q: 3 clusters Score -5319506 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5319587.500000 Penalty: 5220.375488
	Iteration 37Q: 3 clusters Score -5319588 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5319635.500000 Penalty: 5220.375488
	Iteration 38Q: 3 clusters Score -5319636 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5319686.500000 Penalty: 5220.375488
	Iteration 39Q: 3 clusters Score -5319686 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5319708.500000 Penalty: 5220.375488
	Iteration 40F: 3 clusters Score -5319708 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5319752.000000 Penalty: 5220.375488
	Iteration 41Q: 3 clusters Score -5319752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5319763.500000 Penalty: 5220.375488
	Iteration 42Q: 3 clusters Score -5319764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5319791.500000 Penalty: 5220.375488
	Iteration 43Q: 3 clusters Score -5319792 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5319819.500000 Penalty: 5220.375488
	Iteration 44Q: 3 clusters Score -5319820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5319836.000000 Penalty: 5220.375488
	Iteration 45Q: 3 clusters Score -5319836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5319859.500000 Penalty: 5220.375488
	Iteration 46Q: 3 clusters Score -5319860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5319869.500000 Penalty: 5220.375488
	Iteration 47Q: 3 clusters Score -5319870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5319865.000000 Penalty: 5220.375488
	Iteration 48Q: 3 clusters Score -5319865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5319874.500000 Penalty: 5220.375488
	Iteration 49Q: 3 clusters Score -5319874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5319872.000000 Penalty: 5220.375488
	Iteration 50Q: 3 clusters Score -5319872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5319886.500000 Penalty: 5220.375488
	Iteration 51Q: 3 clusters Score -5319886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5319889.000000 Penalty: 5220.375488
	Iteration 52Q: 3 clusters Score -5319889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5319885.500000 Penalty: 5220.375488
	Iteration 53Q: 3 clusters Score -5319886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5319890.000000 Penalty: 5220.375488
	Iteration 54Q: 3 clusters Score -5319890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5319900.500000 Penalty: 5220.375488
	Iteration 55Q: 3 clusters Score -5319900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5319901.000000 Penalty: 5220.375488
	Iteration 56Q: 3 clusters Score -5319901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5319897.500000 Penalty: 5220.375488
	Iteration 57Q: 3 clusters Score -5319898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5319904.000000 Penalty: 5220.375488
	Iteration 58Q: 3 clusters Score -5319904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5319902.500000 Penalty: 5220.375488
	Iteration 59Q: 3 clusters Score -5319902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5319902.000000 Penalty: 5220.375488
	Iteration 60F: 3 clusters Score -5319902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5319904.500000 Penalty: 5220.375488
	Iteration 61Q: 3 clusters Score -5319904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5319911.500000 Penalty: 5220.375488
	Iteration 62Q: 3 clusters Score -5319912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5319915.500000 Penalty: 5220.375488
	Iteration 63Q: 3 clusters Score -5319916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5319927.000000 Penalty: 5220.375488
	Iteration 64Q: 3 clusters Score -5319927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5319925.000000 Penalty: 5220.375488
	Iteration 65Q: 3 clusters Score -5319925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5319921.000000 Penalty: 5220.375488
	Iteration 66Q: 3 clusters Score -5319921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5319918.500000 Penalty: 5220.375488
	Iteration 67Q: 3 clusters Score -5319918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5319918.500000 Penalty: 5220.375488
	Iteration 68Q: 3 clusters Score -5319918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5319918.500000 Penalty: 5220.375488
	Iteration 69Q: 3 clusters Score -5319918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5319919.500000 Penalty: 5220.375488
	Iteration 70Q: 3 clusters Score -5319920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5319919.000000 Penalty: 5220.375488
	Iteration 71Q: 3 clusters Score -5319919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5319921.500000 Penalty: 5220.375488
	Iteration 72Q: 3 clusters Score -5319922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5319926.000000 Penalty: 5220.375488
	Iteration 73Q: 3 clusters Score -5319926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5319923.500000 Penalty: 5220.375488
	Iteration 74Q: 3 clusters Score -5319924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5319921.500000 Penalty: 5220.375488
	Iteration 75Q: 3 clusters Score -5319922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5319926.500000 Penalty: 5220.375488
	Iteration 76Q: 3 clusters Score -5319926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5319931.000000 Penalty: 5220.375488
	Iteration 77Q: 3 clusters Score -5319931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5319932.000000 Penalty: 5220.375488
	Iteration 78Q: 3 clusters Score -5319932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5319933.500000 Penalty: 5220.375488
	Iteration 79Q: 3 clusters Score -5319934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5319937.500000 Penalty: 5220.375488
	Iteration 80F: 3 clusters Score -5319938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5319935.000000 Penalty: 5220.375488
	Iteration 81Q: 3 clusters Score -5319935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5319936.000000 Penalty: 5220.375488
	Iteration 82Q: 3 clusters Score -5319936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5319932.000000 Penalty: 5220.375488
	Iteration 83Q: 3 clusters Score -5319932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5319935.500000 Penalty: 5220.375488
	Iteration 84Q: 3 clusters Score -5319936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5319935.000000 Penalty: 5220.375488
	Iteration 85Q: 3 clusters Score -5319935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5319935.000000 Penalty: 5220.375488
	Iteration 86F: 3 clusters Score -5319935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Entering Unmasked Estep 
Score: -5887815.000000 Penalty: 2635.296143
	Iteration 0F: 2 clusters Score -5887815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -5859927.000000 Penalty: 5270.592285
	Iteration 0F: 3 clusters Score -5859927 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -5870231.000000 Penalty: 5270.592285
	Iteration 1F: 3 clusters Score -5870231 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -5870677.500000 Penalty: 5270.592285
	Iteration 2Q: 3 clusters Score -5870678 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -5871044.000000 Penalty: 5270.592285
	Iteration 3Q: 3 clusters Score -5871044 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -5871432.000000 Penalty: 5270.592285
	Iteration 4Q: 3 clusters Score -5871432 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -5871786.500000 Penalty: 5270.592285
	Iteration 5Q: 3 clusters Score -5871786 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -5872136.000000 Penalty: 5270.592285
	Iteration 6Q: 3 clusters Score -5872136 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -5872614.500000 Penalty: 5270.592285
	Iteration 7Q: 3 clusters Score -5872614 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -5873251.500000 Penalty: 5270.592285
	Iteration 8Q: 3 clusters Score -5873252 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5874190.500000 Penalty: 5270.592285
	Iteration 9Q: 3 clusters Score -5874190 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -5875581.000000 Penalty: 5270.592285
	Iteration 10F: 3 clusters Score -5875581 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -5877387.500000 Penalty: 5270.592285
	Iteration 11F: 3 clusters Score -5877388 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -5879429.500000 Penalty: 5270.592285
	Iteration 12F: 3 clusters Score -5879430 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -5881048.500000 Penalty: 5270.592285
	Iteration 13Q: 3 clusters Score -5881048 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -5882227.500000 Penalty: 5270.592285
	Iteration 14Q: 3 clusters Score -5882228 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -5883003.000000 Penalty: 5270.592285
	Iteration 15Q: 3 clusters Score -5883003 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5883498.500000 Penalty: 5270.592285
	Iteration 16Q: 3 clusters Score -5883498 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -5883851.000000 Penalty: 5270.592285
	Iteration 17Q: 3 clusters Score -5883851 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -5884086.500000 Penalty: 5270.592285
	Iteration 18Q: 3 clusters Score -5884086 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5884289.000000 Penalty: 5270.592285
	Iteration 19Q: 3 clusters Score -5884289 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5884497.500000 Penalty: 5270.592285
	Iteration 20F: 3 clusters Score -5884498 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5884651.000000 Penalty: 5270.592285
	Iteration 21Q: 3 clusters Score -5884651 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5884785.000000 Penalty: 5270.592285
	Iteration 22Q: 3 clusters Score -5884785 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5884897.000000 Penalty: 5270.592285
	Iteration 23Q: 3 clusters Score -5884897 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5884977.000000 Penalty: 5270.592285
	Iteration 24Q: 3 clusters Score -5884977 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5885038.500000 Penalty: 5270.592285
	Iteration 25Q: 3 clusters Score -5885038 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5885109.500000 Penalty: 5270.592285
	Iteration 26Q: 3 clusters Score -5885110 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5885165.500000 Penalty: 5270.592285
	Iteration 27Q: 3 clusters Score -5885166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5885222.500000 Penalty: 5270.592285
	Iteration 28Q: 3 clusters Score -5885222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5885263.000000 Penalty: 5270.592285
	Iteration 29Q: 3 clusters Score -5885263 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5885297.000000 Penalty: 5270.592285
	Iteration 30Q: 3 clusters Score -5885297 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5885319.000000 Penalty: 5270.592285
	Iteration 31Q: 3 clusters Score -5885319 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5885358.000000 Penalty: 5270.592285
	Iteration 32Q: 3 clusters Score -5885358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5885392.000000 Penalty: 5270.592285
	Iteration 33Q: 3 clusters Score -5885392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5885402.500000 Penalty: 5270.592285
	Iteration 34Q: 3 clusters Score -5885402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5885426.500000 Penalty: 5270.592285
	Iteration 35Q: 3 clusters Score -5885426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5885438.500000 Penalty: 5270.592285
	Iteration 36Q: 3 clusters Score -5885438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5885441.000000 Penalty: 5270.592285
	Iteration 37Q: 3 clusters Score -5885441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5885469.500000 Penalty: 5270.592285
	Iteration 38Q: 3 clusters Score -5885470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5885478.000000 Penalty: 5270.592285
	Iteration 39Q: 3 clusters Score -5885478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5885491.500000 Penalty: 5270.592285
	Iteration 40F: 3 clusters Score -5885492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5885492.000000 Penalty: 5270.592285
	Iteration 41Q: 3 clusters Score -5885492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5885504.500000 Penalty: 5270.592285
	Iteration 42Q: 3 clusters Score -5885504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5885496.000000 Penalty: 5270.592285
	Iteration 43Q: 3 clusters Score -5885496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5885496.500000 Penalty: 5270.592285
	Iteration 44Q: 3 clusters Score -5885496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5885499.000000 Penalty: 5270.592285
	Iteration 45Q: 3 clusters Score -5885499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5885504.000000 Penalty: 5270.592285
	Iteration 46Q: 3 clusters Score -5885504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5885503.500000 Penalty: 5270.592285
	Iteration 47Q: 3 clusters Score -5885504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5885503.000000 Penalty: 5270.592285
	Iteration 48Q: 3 clusters Score -5885503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5885512.000000 Penalty: 5270.592285
	Iteration 49Q: 3 clusters Score -5885512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5885516.000000 Penalty: 5270.592285
	Iteration 50Q: 3 clusters Score -5885516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5885512.500000 Penalty: 5270.592285
	Iteration 51Q: 3 clusters Score -5885512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5885516.500000 Penalty: 5270.592285
	Iteration 52Q: 3 clusters Score -5885516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5885521.500000 Penalty: 5270.592285
	Iteration 53Q: 3 clusters Score -5885522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5885524.000000 Penalty: 5270.592285
	Iteration 54Q: 3 clusters Score -5885524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5885532.000000 Penalty: 5270.592285
	Iteration 55Q: 3 clusters Score -5885532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5885537.500000 Penalty: 5270.592285
	Iteration 56Q: 3 clusters Score -5885538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5885538.000000 Penalty: 5270.592285
	Iteration 57Q: 3 clusters Score -5885538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5885540.000000 Penalty: 5270.592285
	Iteration 58Q: 3 clusters Score -5885540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5885546.000000 Penalty: 5270.592285
	Iteration 59Q: 3 clusters Score -5885546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5885548.000000 Penalty: 5270.592285
	Iteration 60F: 3 clusters Score -5885548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5885548.000000 Penalty: 5270.592285
	Iteration 61Q: 3 clusters Score -5885548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5885544.500000 Penalty: 5270.592285
	Iteration 62Q: 3 clusters Score -5885544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5885557.000000 Penalty: 5270.592285
	Iteration 63Q: 3 clusters Score -5885557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5885559.000000 Penalty: 5270.592285
	Iteration 64Q: 3 clusters Score -5885559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5885558.500000 Penalty: 5270.592285
	Iteration 65Q: 3 clusters Score -5885558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5885567.000000 Penalty: 5270.592285
	Iteration 66Q: 3 clusters Score -5885567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5885571.500000 Penalty: 5270.592285
	Iteration 67Q: 3 clusters Score -5885572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5885571.000000 Penalty: 5270.592285
	Iteration 68Q: 3 clusters Score -5885571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5885564.000000 Penalty: 5270.592285
	Iteration 69Q: 3 clusters Score -5885564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5885565.500000 Penalty: 5270.592285
	Iteration 70Q: 3 clusters Score -5885566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5885569.000000 Penalty: 5270.592285
	Iteration 71Q: 3 clusters Score -5885569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5885573.500000 Penalty: 5270.592285
	Iteration 72Q: 3 clusters Score -5885574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5885568.500000 Penalty: 5270.592285
	Iteration 73Q: 3 clusters Score -5885568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5885573.000000 Penalty: 5270.592285
	Iteration 74Q: 3 clusters Score -5885573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5885574.000000 Penalty: 5270.592285
	Iteration 75Q: 3 clusters Score -5885574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5885572.000000 Penalty: 5270.592285
	Iteration 76Q: 3 clusters Score -5885572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5885575.500000 Penalty: 5270.592285
	Iteration 77Q: 3 clusters Score -5885576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5885575.500000 Penalty: 5270.592285
	Iteration 78F: 3 clusters Score -5885576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -193550.515625 Penalty: 1795.147217
	Iteration 0F: 2 clusters Score -193550.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -191321.734375 Penalty: 3590.294434
	Iteration 0F: 3 clusters Score -191321.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -191728.343750 Penalty: 3590.294434
	Iteration 1F: 3 clusters Score -191728.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -191910.328125 Penalty: 3590.294434
	Iteration 2F: 3 clusters Score -191910.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -192112.046875 Penalty: 3590.294434
	Iteration 3F: 3 clusters Score -192112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -192250.921875 Penalty: 3590.294434
	Iteration 4F: 3 clusters Score -192250.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192375.265625 Penalty: 3590.294434
	Iteration 5F: 3 clusters Score -192375.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -192480.765625 Penalty: 3590.294434
	Iteration 6F: 3 clusters Score -192480.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -192537.859375 Penalty: 3590.294434
	Iteration 7Q: 3 clusters Score -192537.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -192563.312500 Penalty: 3590.294434
	Iteration 8Q: 3 clusters Score -192563.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -192593.171875 Penalty: 3590.294434
	Iteration 9Q: 3 clusters Score -192593.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -192619.109375 Penalty: 3590.294434
	Iteration 10Q: 3 clusters Score -192619.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -192643.546875 Penalty: 3590.294434
	Iteration 11Q: 3 clusters Score -192643.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -192663.875000 Penalty: 3590.294434
	Iteration 12Q: 3 clusters Score -192663.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -192678.656250 Penalty: 3590.294434
	Iteration 13Q: 3 clusters Score -192678.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -192687.453125 Penalty: 3590.294434
	Iteration 14Q: 3 clusters Score -192687.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -192692.890625 Penalty: 3590.294434
	Iteration 15Q: 3 clusters Score -192692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -192696.921875 Penalty: 3590.294434
	Iteration 16Q: 3 clusters Score -192696.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -192701.609375 Penalty: 3590.294434
	Iteration 17Q: 3 clusters Score -192701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -192711.937500 Penalty: 3590.294434
	Iteration 18Q: 3 clusters Score -192711.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -192717.656250 Penalty: 3590.294434
	Iteration 19Q: 3 clusters Score -192717.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -192728.125000 Penalty: 3590.294434
	Iteration 20F: 3 clusters Score -192728.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -192738.750000 Penalty: 3590.294434
	Iteration 21Q: 3 clusters Score -192738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -192746.718750 Penalty: 3590.294434
	Iteration 22Q: 3 clusters Score -192746.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -192757.953125 Penalty: 3590.294434
	Iteration 23Q: 3 clusters Score -192758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -192766.671875 Penalty: 3590.294434
	Iteration 24Q: 3 clusters Score -192766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -192769.625000 Penalty: 3590.294434
	Iteration 25Q: 3 clusters Score -192769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -192778.484375 Penalty: 3590.294434
	Iteration 26Q: 3 clusters Score -192778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -192781.843750 Penalty: 3590.294434
	Iteration 27Q: 3 clusters Score -192781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -192783.609375 Penalty: 3590.294434
	Iteration 28Q: 3 clusters Score -192783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -192785.890625 Penalty: 3590.294434
	Iteration 29Q: 3 clusters Score -192785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -192788.109375 Penalty: 3590.294434
	Iteration 30Q: 3 clusters Score -192788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -192789.750000 Penalty: 3590.294434
	Iteration 31Q: 3 clusters Score -192789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -192797.515625 Penalty: 3590.294434
	Iteration 32Q: 3 clusters Score -192797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -192800.546875 Penalty: 3590.294434
	Iteration 33Q: 3 clusters Score -192800.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -192805.343750 Penalty: 3590.294434
	Iteration 34Q: 3 clusters Score -192805.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -192809.968750 Penalty: 3590.294434
	Iteration 35Q: 3 clusters Score -192810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -192814.750000 Penalty: 3590.294434
	Iteration 36Q: 3 clusters Score -192814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -192816.390625 Penalty: 3590.294434
	Iteration 37Q: 3 clusters Score -192816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -192819.031250 Penalty: 3590.294434
	Iteration 38Q: 3 clusters Score -192819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -192823.171875 Penalty: 3590.294434
	Iteration 39Q: 3 clusters Score -192823.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -192823.171875 Penalty: 3590.294434
	Iteration 40F: 3 clusters Score -192823.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21203 members 
Mstep: Class 3 contains 117348 members 
Mstep: Class 4 contains 57014 members 
Mstep: Class 5 contains 97709 members 
Mstep: Class 6 contains 117719 members 
Mstep: Class 7 contains 94923 members 
Mstep: Class 8 contains 3618 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154742 members 
Mstep: Class 11 contains 18779 members 
Mstep: Class 12 contains 77066 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5459 members 
Mstep: Class 15 contains 36937 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 166274 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37233 members 
Mstep: Class 20 contains 41200 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046512.000000 Penalty: 72245.875000
Iteration 239Q: 22 clusters Score -1.470465e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21236 members 
Mstep: Class 3 contains 117600 members 
Mstep: Class 4 contains 57023 members 
Mstep: Class 5 contains 97492 members 
Mstep: Class 6 contains 117749 members 
Mstep: Class 7 contains 94845 members 
Mstep: Class 8 contains 3618 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154759 members 
Mstep: Class 11 contains 18762 members 
Mstep: Class 12 contains 77043 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5449 members 
Mstep: Class 15 contains 36945 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 166267 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37236 members 
Mstep: Class 20 contains 41200 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046624.000000 Penalty: 72245.875000
Iteration 240F: 22 clusters Score -1.470466e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21268 members 
Mstep: Class 3 contains 117827 members 
Mstep: Class 4 contains 57025 members 
Mstep: Class 5 contains 97311 members 
Mstep: Class 6 contains 117788 members 
Mstep: Class 7 contains 94776 members 
Mstep: Class 8 contains 3621 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154750 members 
Mstep: Class 11 contains 18743 members 
Mstep: Class 12 contains 77016 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5444 members 
Mstep: Class 15 contains 36949 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 166275 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37234 members 
Mstep: Class 20 contains 41198 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046496.000000 Penalty: 72245.875000
Iteration 241Q: 22 clusters Score -1.470465e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21306 members 
Mstep: Class 3 contains 118027 members 
Mstep: Class 4 contains 57025 members 
Mstep: Class 5 contains 97143 members 
Mstep: Class 6 contains 117812 members 
Mstep: Class 7 contains 94715 members 
Mstep: Class 8 contains 3620 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154746 members 
Mstep: Class 11 contains 18732 members 
Mstep: Class 12 contains 76995 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5434 members 
Mstep: Class 15 contains 36960 members 
Mstep: Class 16 contains 3919 members 
Mstep: Class 17 contains 166265 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37244 members 
Mstep: Class 20 contains 41197 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046272.000000 Penalty: 72245.875000
Iteration 242Q: 22 clusters Score -1.470463e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21339 members 
Mstep: Class 3 contains 118201 members 
Mstep: Class 4 contains 57018 members 
Mstep: Class 5 contains 96989 members 
Mstep: Class 6 contains 117835 members 
Mstep: Class 7 contains 94662 members 
Mstep: Class 8 contains 3617 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154757 members 
Mstep: Class 11 contains 18715 members 
Mstep: Class 12 contains 76990 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5429 members 
Mstep: Class 15 contains 36968 members 
Mstep: Class 16 contains 3922 members 
Mstep: Class 17 contains 166258 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37250 members 
Mstep: Class 20 contains 41190 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046480.000000 Penalty: 72245.875000
Iteration 243Q: 22 clusters Score -1.470465e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21369 members 
Mstep: Class 3 contains 118342 members 
Mstep: Class 4 contains 57010 members 
Mstep: Class 5 contains 96863 members 
Mstep: Class 6 contains 117852 members 
Mstep: Class 7 contains 94620 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154764 members 
Mstep: Class 11 contains 18703 members 
Mstep: Class 12 contains 76988 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5424 members 
Mstep: Class 15 contains 36980 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 166241 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37262 members 
Mstep: Class 20 contains 41185 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046576.000000 Penalty: 72245.875000
Iteration 244Q: 22 clusters Score -1.470466e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21401 members 
Mstep: Class 3 contains 118488 members 
Mstep: Class 4 contains 57005 members 
Mstep: Class 5 contains 96721 members 
Mstep: Class 6 contains 117865 members 
Mstep: Class 7 contains 94607 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154745 members 
Mstep: Class 11 contains 18693 members 
Mstep: Class 12 contains 76995 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5418 members 
Mstep: Class 15 contains 36992 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 166224 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37265 members 
Mstep: Class 20 contains 41183 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046576.000000 Penalty: 72245.875000
Iteration 245Q: 22 clusters Score -1.470466e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21444 members 
Mstep: Class 3 contains 118627 members 
Mstep: Class 4 contains 57003 members 
Mstep: Class 5 contains 96607 members 
Mstep: Class 6 contains 117885 members 
Mstep: Class 7 contains 94591 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154723 members 
Mstep: Class 11 contains 18686 members 
Mstep: Class 12 contains 76972 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 37004 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 166201 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37265 members 
Mstep: Class 20 contains 41184 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046752.000000 Penalty: 72245.875000
Iteration 246Q: 22 clusters Score -1.470468e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21475 members 
Mstep: Class 3 contains 118774 members 
Mstep: Class 4 contains 56992 members 
Mstep: Class 5 contains 96463 members 
Mstep: Class 6 contains 117893 members 
Mstep: Class 7 contains 94585 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154711 members 
Mstep: Class 11 contains 18681 members 
Mstep: Class 12 contains 76970 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 37012 members 
Mstep: Class 16 contains 3922 members 
Mstep: Class 17 contains 166190 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37270 members 
Mstep: Class 20 contains 41177 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046640.000000 Penalty: 72245.875000
Iteration 247Q: 22 clusters Score -1.470466e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21501 members 
Mstep: Class 3 contains 118888 members 
Mstep: Class 4 contains 56983 members 
Mstep: Class 5 contains 96345 members 
Mstep: Class 6 contains 117902 members 
Mstep: Class 7 contains 94563 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154707 members 
Mstep: Class 11 contains 18673 members 
Mstep: Class 12 contains 76977 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 37016 members 
Mstep: Class 16 contains 3926 members 
Mstep: Class 17 contains 166191 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37275 members 
Mstep: Class 20 contains 41171 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046864.000000 Penalty: 72245.875000
Iteration 248Q: 22 clusters Score -1.470469e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21531 members 
Mstep: Class 3 contains 118987 members 
Mstep: Class 4 contains 56984 members 
Mstep: Class 5 contains 96261 members 
Mstep: Class 6 contains 117900 members 
Mstep: Class 7 contains 94549 members 
Mstep: Class 8 contains 3609 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154704 members 
Mstep: Class 11 contains 18667 members 
Mstep: Class 12 contains 76971 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 37027 members 
Mstep: Class 16 contains 3926 members 
Mstep: Class 17 contains 166170 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37277 members 
Mstep: Class 20 contains 41172 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046928.000000 Penalty: 72245.875000
Iteration 249Q: 22 clusters Score -1.470469e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21558 members 
Mstep: Class 3 contains 119064 members 
Mstep: Class 4 contains 56985 members 
Mstep: Class 5 contains 96211 members 
Mstep: Class 6 contains 117904 members 
Mstep: Class 7 contains 94530 members 
Mstep: Class 8 contains 3605 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154695 members 
Mstep: Class 11 contains 18657 members 
Mstep: Class 12 contains 76957 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5404 members 
Mstep: Class 15 contains 37034 members 
Mstep: Class 16 contains 3926 members 
Mstep: Class 17 contains 166159 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37284 members 
Mstep: Class 20 contains 41167 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147047152.000000 Penalty: 72245.875000
Iteration 250Q: 22 clusters Score -1.470472e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21585 members 
Mstep: Class 3 contains 119163 members 
Mstep: Class 4 contains 56986 members 
Mstep: Class 5 contains 96132 members 
Mstep: Class 6 contains 117902 members 
Mstep: Class 7 contains 94510 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154681 members 
Mstep: Class 11 contains 18654 members 
Mstep: Class 12 contains 76957 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5402 members 
Mstep: Class 15 contains 37039 members 
Mstep: Class 16 contains 3926 members 
Mstep: Class 17 contains 166148 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37288 members 
Mstep: Class 20 contains 41163 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147047216.000000 Penalty: 72245.875000
Iteration 251Q: 22 clusters Score -1.470472e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21607 members 
Mstep: Class 3 contains 119250 members 
Mstep: Class 4 contains 56999 members 
Mstep: Class 5 contains 96048 members 
Mstep: Class 6 contains 117912 members 
Mstep: Class 7 contains 94492 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154667 members 
Mstep: Class 11 contains 18652 members 
Mstep: Class 12 contains 76943 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5400 members 
Mstep: Class 15 contains 37047 members 
Mstep: Class 16 contains 3925 members 
Mstep: Class 17 contains 166141 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37296 members 
Mstep: Class 20 contains 41159 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147047024.000000 Penalty: 72245.875000
Iteration 252Q: 22 clusters Score -1.47047e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21616 members 
Mstep: Class 3 contains 119343 members 
Mstep: Class 4 contains 57007 members 
Mstep: Class 5 contains 95964 members 
Mstep: Class 6 contains 117922 members 
Mstep: Class 7 contains 94476 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154658 members 
Mstep: Class 11 contains 18655 members 
Mstep: Class 12 contains 76932 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5402 members 
Mstep: Class 15 contains 37058 members 
Mstep: Class 16 contains 3925 members 
Mstep: Class 17 contains 166137 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37294 members 
Mstep: Class 20 contains 41150 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046864.000000 Penalty: 72245.875000
Iteration 253Q: 22 clusters Score -1.470469e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21623 members 
Mstep: Class 3 contains 119426 members 
Mstep: Class 4 contains 57013 members 
Mstep: Class 5 contains 95900 members 
Mstep: Class 6 contains 117928 members 
Mstep: Class 7 contains 94469 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154639 members 
Mstep: Class 11 contains 18657 members 
Mstep: Class 12 contains 76924 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5401 members 
Mstep: Class 15 contains 37069 members 
Mstep: Class 16 contains 3925 members 
Mstep: Class 17 contains 166126 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37295 members 
Mstep: Class 20 contains 41144 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046992.000000 Penalty: 72245.875000
Iteration 254Q: 22 clusters Score -1.47047e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21628 members 
Mstep: Class 3 contains 119515 members 
Mstep: Class 4 contains 57018 members 
Mstep: Class 5 contains 95833 members 
Mstep: Class 6 contains 117926 members 
Mstep: Class 7 contains 94447 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154643 members 
Mstep: Class 11 contains 18654 members 
Mstep: Class 12 contains 76913 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5400 members 
Mstep: Class 15 contains 37073 members 
Mstep: Class 16 contains 3925 members 
Mstep: Class 17 contains 166122 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37304 members 
Mstep: Class 20 contains 41138 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046992.000000 Penalty: 72245.875000
Iteration 255Q: 22 clusters Score -1.47047e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21634 members 
Mstep: Class 3 contains 119616 members 
Mstep: Class 4 contains 57019 members 
Mstep: Class 5 contains 95760 members 
Mstep: Class 6 contains 117929 members 
Mstep: Class 7 contains 94433 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154645 members 
Mstep: Class 11 contains 18651 members 
Mstep: Class 12 contains 76896 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5401 members 
Mstep: Class 15 contains 37076 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 166117 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37308 members 
Mstep: Class 20 contains 41133 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147047024.000000 Penalty: 72245.875000
Iteration 256Q: 22 clusters Score -1.47047e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21639 members 
Mstep: Class 3 contains 119718 members 
Mstep: Class 4 contains 57026 members 
Mstep: Class 5 contains 95688 members 
Mstep: Class 6 contains 117921 members 
Mstep: Class 7 contains 94412 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154650 members 
Mstep: Class 11 contains 18644 members 
Mstep: Class 12 contains 76901 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5398 members 
Mstep: Class 15 contains 37079 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 166098 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37315 members 
Mstep: Class 20 contains 41130 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046976.000000 Penalty: 72245.875000
Iteration 257Q: 22 clusters Score -1.47047e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21643 members 
Mstep: Class 3 contains 119800 members 
Mstep: Class 4 contains 57030 members 
Mstep: Class 5 contains 95611 members 
Mstep: Class 6 contains 117918 members 
Mstep: Class 7 contains 94397 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154651 members 
Mstep: Class 11 contains 18641 members 
Mstep: Class 12 contains 76896 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5396 members 
Mstep: Class 15 contains 37080 members 
Mstep: Class 16 contains 3924 members 
Mstep: Class 17 contains 166108 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37320 members 
Mstep: Class 20 contains 41127 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046960.000000 Penalty: 72245.875000
Iteration 258Q: 22 clusters Score -1.47047e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21657 members 
Mstep: Class 3 contains 119894 members 
Mstep: Class 4 contains 57035 members 
Mstep: Class 5 contains 95524 members 
Mstep: Class 6 contains 117914 members 
Mstep: Class 7 contains 94387 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154642 members 
Mstep: Class 11 contains 18638 members 
Mstep: Class 12 contains 76885 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 37088 members 
Mstep: Class 16 contains 3924 members 
Mstep: Class 17 contains 166111 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37326 members 
Mstep: Class 20 contains 41125 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147047168.000000 Penalty: 72245.875000
Iteration 259Q: 22 clusters Score -1.470472e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21663 members 
Mstep: Class 3 contains 120018 members 
Mstep: Class 4 contains 57040 members 
Mstep: Class 5 contains 95424 members 
Mstep: Class 6 contains 117909 members 
Mstep: Class 7 contains 94371 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154625 members 
Mstep: Class 11 contains 18635 members 
Mstep: Class 12 contains 76877 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5388 members 
Mstep: Class 15 contains 37090 members 
Mstep: Class 16 contains 3924 members 
Mstep: Class 17 contains 166120 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37334 members 
Mstep: Class 20 contains 41123 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147047056.000000 Penalty: 72245.875000
Iteration 260F: 22 clusters Score -1.470471e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21673 members 
Mstep: Class 3 contains 120148 members 
Mstep: Class 4 contains 57036 members 
Mstep: Class 5 contains 95326 members 
Mstep: Class 6 contains 117906 members 
Mstep: Class 7 contains 94370 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154607 members 
Mstep: Class 11 contains 18634 members 
Mstep: Class 12 contains 76865 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5381 members 
Mstep: Class 15 contains 37093 members 
Mstep: Class 16 contains 3925 members 
Mstep: Class 17 contains 166117 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37340 members 
Mstep: Class 20 contains 41120 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046896.000000 Penalty: 72245.875000
Iteration 261Q: 22 clusters Score -1.470469e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21685 members 
Mstep: Class 3 contains 120275 members 
Mstep: Class 4 contains 57035 members 
Mstep: Class 5 contains 95210 members 
Mstep: Class 6 contains 117918 members 
Mstep: Class 7 contains 94363 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154601 members 
Mstep: Class 11 contains 18633 members 
Mstep: Class 12 contains 76855 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 37096 members 
Mstep: Class 16 contains 3926 members 
Mstep: Class 17 contains 166113 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37345 members 
Mstep: Class 20 contains 41115 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046992.000000 Penalty: 72245.875000
Iteration 262Q: 22 clusters Score -1.47047e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21693 members 
Mstep: Class 3 contains 120388 members 
Mstep: Class 4 contains 57032 members 
Mstep: Class 5 contains 95104 members 
Mstep: Class 6 contains 117917 members 
Mstep: Class 7 contains 94350 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154602 members 
Mstep: Class 11 contains 18638 members 
Mstep: Class 12 contains 76846 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5371 members 
Mstep: Class 15 contains 37100 members 
Mstep: Class 16 contains 3927 members 
Mstep: Class 17 contains 166113 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37348 members 
Mstep: Class 20 contains 41112 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046992.000000 Penalty: 72245.875000
Iteration 263Q: 22 clusters Score -1.47047e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21701 members 
Mstep: Class 3 contains 120489 members 
Mstep: Class 4 contains 57035 members 
Mstep: Class 5 contains 94991 members 
Mstep: Class 6 contains 117928 members 
Mstep: Class 7 contains 94348 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154594 members 
Mstep: Class 11 contains 18637 members 
Mstep: Class 12 contains 76835 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 37103 members 
Mstep: Class 16 contains 3929 members 
Mstep: Class 17 contains 166121 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37351 members 
Mstep: Class 20 contains 41109 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147047088.000000 Penalty: 72245.875000
Iteration 264Q: 22 clusters Score -1.470471e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21706 members 
Mstep: Class 3 contains 120578 members 
Mstep: Class 4 contains 57039 members 
Mstep: Class 5 contains 94898 members 
Mstep: Class 6 contains 117934 members 
Mstep: Class 7 contains 94335 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154600 members 
Mstep: Class 11 contains 18635 members 
Mstep: Class 12 contains 76832 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5367 members 
Mstep: Class 15 contains 37104 members 
Mstep: Class 16 contains 3929 members 
Mstep: Class 17 contains 166118 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37354 members 
Mstep: Class 20 contains 41110 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046944.000000 Penalty: 72245.875000
Iteration 265Q: 22 clusters Score -1.470469e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21712 members 
Mstep: Class 3 contains 120680 members 
Mstep: Class 4 contains 57040 members 
Mstep: Class 5 contains 94805 members 
Mstep: Class 6 contains 117949 members 
Mstep: Class 7 contains 94307 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154599 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 76833 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5365 members 
Mstep: Class 15 contains 37106 members 
Mstep: Class 16 contains 3929 members 
Mstep: Class 17 contains 166116 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37356 members 
Mstep: Class 20 contains 41111 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046928.000000 Penalty: 72245.875000
Iteration 266Q: 22 clusters Score -1.470469e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21724 members 
Mstep: Class 3 contains 120767 members 
Mstep: Class 4 contains 57044 members 
Mstep: Class 5 contains 94731 members 
Mstep: Class 6 contains 117960 members 
Mstep: Class 7 contains 94283 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154600 members 
Mstep: Class 11 contains 18617 members 
Mstep: Class 12 contains 76836 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5359 members 
Mstep: Class 15 contains 37111 members 
Mstep: Class 16 contains 3929 members 
Mstep: Class 17 contains 166111 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37358 members 
Mstep: Class 20 contains 41109 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046912.000000 Penalty: 72245.875000
Iteration 267Q: 22 clusters Score -1.470469e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21733 members 
Mstep: Class 3 contains 120863 members 
Mstep: Class 4 contains 57050 members 
Mstep: Class 5 contains 94652 members 
Mstep: Class 6 contains 117965 members 
Mstep: Class 7 contains 94266 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154584 members 
Mstep: Class 11 contains 18620 members 
Mstep: Class 12 contains 76831 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5355 members 
Mstep: Class 15 contains 37115 members 
Mstep: Class 16 contains 3929 members 
Mstep: Class 17 contains 166108 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37363 members 
Mstep: Class 20 contains 41105 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046992.000000 Penalty: 72245.875000
Iteration 268Q: 22 clusters Score -1.47047e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21741 members 
Mstep: Class 3 contains 120942 members 
Mstep: Class 4 contains 57053 members 
Mstep: Class 5 contains 94601 members 
Mstep: Class 6 contains 117964 members 
Mstep: Class 7 contains 94247 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154582 members 
Mstep: Class 11 contains 18617 members 
Mstep: Class 12 contains 76835 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5351 members 
Mstep: Class 15 contains 37116 members 
Mstep: Class 16 contains 3928 members 
Mstep: Class 17 contains 166090 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37370 members 
Mstep: Class 20 contains 41102 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046768.000000 Penalty: 72245.875000
Iteration 269Q: 22 clusters Score -1.470468e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21753 members 
Mstep: Class 3 contains 121026 members 
Mstep: Class 4 contains 57061 members 
Mstep: Class 5 contains 94520 members 
Mstep: Class 6 contains 117964 members 
Mstep: Class 7 contains 94225 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154583 members 
Mstep: Class 11 contains 18620 members 
Mstep: Class 12 contains 76835 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5351 members 
Mstep: Class 15 contains 37113 members 
Mstep: Class 16 contains 3930 members 
Mstep: Class 17 contains 166087 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37373 members 
Mstep: Class 20 contains 41099 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046752.000000 Penalty: 72245.875000
Iteration 270Q: 22 clusters Score -1.470468e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21755 members 
Mstep: Class 3 contains 121136 members 
Mstep: Class 4 contains 57069 members 
Mstep: Class 5 contains 94408 members 
Mstep: Class 6 contains 117970 members 
Mstep: Class 7 contains 94203 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18624 members 
Mstep: Class 12 contains 76835 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5351 members 
Mstep: Class 15 contains 37115 members 
Mstep: Class 16 contains 3931 members 
Mstep: Class 17 contains 166077 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37384 members 
Mstep: Class 20 contains 41094 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046912.000000 Penalty: 72245.875000
Iteration 271Q: 22 clusters Score -1.470469e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21769 members 
Mstep: Class 3 contains 121241 members 
Mstep: Class 4 contains 57072 members 
Mstep: Class 5 contains 94291 members 
Mstep: Class 6 contains 117969 members 
Mstep: Class 7 contains 94196 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18625 members 
Mstep: Class 12 contains 76831 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5350 members 
Mstep: Class 15 contains 37114 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166077 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37394 members 
Mstep: Class 20 contains 41091 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046992.000000 Penalty: 72245.875000
Iteration 272Q: 22 clusters Score -1.47047e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21778 members 
Mstep: Class 3 contains 121358 members 
Mstep: Class 4 contains 57073 members 
Mstep: Class 5 contains 94185 members 
Mstep: Class 6 contains 117976 members 
Mstep: Class 7 contains 94176 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154587 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 76832 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 37107 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166076 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37400 members 
Mstep: Class 20 contains 41084 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046832.000000 Penalty: 72245.875000
Iteration 273Q: 22 clusters Score -1.470468e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21782 members 
Mstep: Class 3 contains 121460 members 
Mstep: Class 4 contains 57071 members 
Mstep: Class 5 contains 94095 members 
Mstep: Class 6 contains 117975 members 
Mstep: Class 7 contains 94159 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154598 members 
Mstep: Class 11 contains 18628 members 
Mstep: Class 12 contains 76831 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 37112 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166072 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37406 members 
Mstep: Class 20 contains 41073 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046816.000000 Penalty: 72245.875000
Iteration 274Q: 22 clusters Score -1.470468e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21791 members 
Mstep: Class 3 contains 121559 members 
Mstep: Class 4 contains 57069 members 
Mstep: Class 5 contains 94014 members 
Mstep: Class 6 contains 117961 members 
Mstep: Class 7 contains 94146 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154598 members 
Mstep: Class 11 contains 18624 members 
Mstep: Class 12 contains 76833 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5346 members 
Mstep: Class 15 contains 37116 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166068 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37415 members 
Mstep: Class 20 contains 41070 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046832.000000 Penalty: 72245.875000
Iteration 275Q: 22 clusters Score -1.470468e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21795 members 
Mstep: Class 3 contains 121665 members 
Mstep: Class 4 contains 57070 members 
Mstep: Class 5 contains 93939 members 
Mstep: Class 6 contains 117954 members 
Mstep: Class 7 contains 94137 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154594 members 
Mstep: Class 11 contains 18618 members 
Mstep: Class 12 contains 76829 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5341 members 
Mstep: Class 15 contains 37120 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166056 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 41068 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046784.000000 Penalty: 72245.875000
Iteration 276Q: 22 clusters Score -1.470468e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21804 members 
Mstep: Class 3 contains 121751 members 
Mstep: Class 4 contains 57073 members 
Mstep: Class 5 contains 93870 members 
Mstep: Class 6 contains 117935 members 
Mstep: Class 7 contains 94132 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154599 members 
Mstep: Class 11 contains 18613 members 
Mstep: Class 12 contains 76827 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 37123 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166042 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37432 members 
Mstep: Class 20 contains 41067 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046880.000000 Penalty: 72245.875000
Iteration 277Q: 22 clusters Score -1.470469e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21809 members 
Mstep: Class 3 contains 121829 members 
Mstep: Class 4 contains 57076 members 
Mstep: Class 5 contains 93802 members 
Mstep: Class 6 contains 117926 members 
Mstep: Class 7 contains 94128 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154597 members 
Mstep: Class 11 contains 18613 members 
Mstep: Class 12 contains 76828 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 37123 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166038 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37437 members 
Mstep: Class 20 contains 41062 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046848.000000 Penalty: 72245.875000
Iteration 278Q: 22 clusters Score -1.470468e+08 nChanged 215
Entering ConstructFrom: 
Score: -147046848.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -104116.937500 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -104116.9 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 434 members 
Entering Unmasked Estep 
Score: -102316.523438 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -102316.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -102865.906250 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -102865.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -103399.476562 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -103399.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103759.484375 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -103759.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -104032.484375 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -104032.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104217.593750 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -104217.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104310.382812 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -104310.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -104365.046875 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -104365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104388.945312 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -104388.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -104400.179688 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -104400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -104405.000000 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -104405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -104405.000000 Penalty: 3347.965820
	Iteration 11F: 3 clusters Score -104405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21816 members 
Mstep: Class 3 contains 121904 members 
Mstep: Class 4 contains 57086 members 
Mstep: Class 5 contains 93716 members 
Mstep: Class 6 contains 117917 members 
Mstep: Class 7 contains 94128 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154598 members 
Mstep: Class 11 contains 18612 members 
Mstep: Class 12 contains 76837 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 37123 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166030 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37440 members 
Mstep: Class 20 contains 41061 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 633 members 
Entering Unmasked Estep 
Score: -147045424.000000 Penalty: 75686.148438
Splitting cluster 1 changes total score from -147046848.000000 to -147045424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (21816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Entering Unmasked Estep 
Score: -3109104.750000 Penalty: 2477.619141
	Iteration 0F: 2 clusters Score -3109105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3093802.500000 Penalty: 4955.238281
	Iteration 0F: 3 clusters Score -3093802 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3098973.750000 Penalty: 4955.238281
	Iteration 1F: 3 clusters Score -3098974 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3099488.500000 Penalty: 4955.238281
	Iteration 2F: 3 clusters Score -3099488 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3100065.250000 Penalty: 4955.238281
	Iteration 3F: 3 clusters Score -3100065 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3100832.500000 Penalty: 4955.238281
	Iteration 4F: 3 clusters Score -3100832 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3101694.000000 Penalty: 4955.238281
	Iteration 5F: 3 clusters Score -3101694 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3102729.000000 Penalty: 4955.238281
	Iteration 6F: 3 clusters Score -3102729 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3103884.750000 Penalty: 4955.238281
	Iteration 7F: 3 clusters Score -3103885 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3104956.500000 Penalty: 4955.238281
	Iteration 8F: 3 clusters Score -3104956 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3105823.500000 Penalty: 4955.238281
	Iteration 9Q: 3 clusters Score -3105824 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3106376.000000 Penalty: 4955.238281
	Iteration 10Q: 3 clusters Score -3106376 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3106664.500000 Penalty: 4955.238281
	Iteration 11Q: 3 clusters Score -3106664 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3106792.750000 Penalty: 4955.238281
	Iteration 12Q: 3 clusters Score -3106793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3106841.000000 Penalty: 4955.238281
	Iteration 13Q: 3 clusters Score -3106841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -3106864.500000 Penalty: 4955.238281
	Iteration 14Q: 3 clusters Score -3106864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3106878.750000 Penalty: 4955.238281
	Iteration 15Q: 3 clusters Score -3106879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -3106896.250000 Penalty: 4955.238281
	Iteration 16Q: 3 clusters Score -3106896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3106918.250000 Penalty: 4955.238281
	Iteration 17Q: 3 clusters Score -3106918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -3106931.500000 Penalty: 4955.238281
	Iteration 18Q: 3 clusters Score -3106932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -3106939.750000 Penalty: 4955.238281
	Iteration 19Q: 3 clusters Score -3106940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3106948.000000 Penalty: 4955.238281
	Iteration 20F: 3 clusters Score -3106948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3106951.500000 Penalty: 4955.238281
	Iteration 21Q: 3 clusters Score -3106952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -3106953.000000 Penalty: 4955.238281
	Iteration 22Q: 3 clusters Score -3106953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3106952.250000 Penalty: 4955.238281
	Iteration 23Q: 3 clusters Score -3106952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3106952.250000 Penalty: 4955.238281
	Iteration 24F: 3 clusters Score -3106952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (121904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121904 members 
Entering Unmasked Estep 
Score: -17362696.000000 Penalty: 2904.325195
	Iteration 0F: 2 clusters Score -1.73627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -17283926.000000 Penalty: 5808.650391
	Iteration 0F: 3 clusters Score -1.728393e+07 nChanged 58262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -17317956.000000 Penalty: 5808.650391
	Iteration 1F: 3 clusters Score -1.731796e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -17318634.000000 Penalty: 5808.650391
	Iteration 2Q: 3 clusters Score -1.731863e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -17319572.000000 Penalty: 5808.650391
	Iteration 3Q: 3 clusters Score -1.731957e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -17320838.000000 Penalty: 5808.650391
	Iteration 4Q: 3 clusters Score -1.732084e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -17323128.000000 Penalty: 5808.650391
	Iteration 5Q: 3 clusters Score -1.732313e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 82919 members 
Entering Unmasked Estep 
Score: -17327240.000000 Penalty: 5808.650391
	Iteration 6F: 3 clusters Score -1.732724e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -17334112.000000 Penalty: 5808.650391
	Iteration 7F: 3 clusters Score -1.733411e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -17342960.000000 Penalty: 5808.650391
	Iteration 8F: 3 clusters Score -1.734296e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 112002 members 
Entering Unmasked Estep 
Score: -17351142.000000 Penalty: 5808.650391
	Iteration 9F: 3 clusters Score -1.735114e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 117663 members 
Entering Unmasked Estep 
Score: -17356178.000000 Penalty: 5808.650391
	Iteration 10Q: 3 clusters Score -1.735618e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 120226 members 
Entering Unmasked Estep 
Score: -17358552.000000 Penalty: 5808.650391
	Iteration 11Q: 3 clusters Score -1.735855e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 121139 members 
Entering Unmasked Estep 
Score: -17359438.000000 Penalty: 5808.650391
	Iteration 12Q: 3 clusters Score -1.735944e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 121447 members 
Entering Unmasked Estep 
Score: -17359798.000000 Penalty: 5808.650391
	Iteration 13Q: 3 clusters Score -1.73598e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 121548 members 
Entering Unmasked Estep 
Score: -17359940.000000 Penalty: 5808.650391
	Iteration 14Q: 3 clusters Score -1.735994e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 121593 members 
Entering Unmasked Estep 
Score: -17360024.000000 Penalty: 5808.650391
	Iteration 15Q: 3 clusters Score -1.736002e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 121622 members 
Entering Unmasked Estep 
Score: -17360058.000000 Penalty: 5808.650391
	Iteration 16Q: 3 clusters Score -1.736006e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 121638 members 
Entering Unmasked Estep 
Score: -17360064.000000 Penalty: 5808.650391
	Iteration 17Q: 3 clusters Score -1.736006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 121650 members 
Entering Unmasked Estep 
Score: -17360120.000000 Penalty: 5808.650391
	Iteration 18Q: 3 clusters Score -1.736012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 121657 members 
Entering Unmasked Estep 
Score: -17360138.000000 Penalty: 5808.650391
	Iteration 19Q: 3 clusters Score -1.736014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -17360138.000000 Penalty: 5808.650391
	Iteration 20F: 3 clusters Score -1.736014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 121660 members 
Entering Unmasked Estep 
Score: -17360174.000000 Penalty: 5808.650391
	Iteration 21Q: 3 clusters Score -1.736017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 121656 members 
Entering Unmasked Estep 
Score: -17360158.000000 Penalty: 5808.650391
	Iteration 22Q: 3 clusters Score -1.736016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 121657 members 
Entering Unmasked Estep 
Score: -17360164.000000 Penalty: 5808.650391
	Iteration 23Q: 3 clusters Score -1.736016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -17360164.000000 Penalty: 5808.650391
	Iteration 24Q: 3 clusters Score -1.736016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -17360164.000000 Penalty: 5808.650391
	Iteration 25F: 3 clusters Score -1.736016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Entering Unmasked Estep 
Score: -8149567.000000 Penalty: 2716.174072
	Iteration 0F: 2 clusters Score -8149567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -8110936.500000 Penalty: 5432.348145
	Iteration 0F: 3 clusters Score -8110936 nChanged 26654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -8125905.500000 Penalty: 5432.348145
	Iteration 1F: 3 clusters Score -8125906 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -8126514.000000 Penalty: 5432.348145
	Iteration 2Q: 3 clusters Score -8126514 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -8127088.000000 Penalty: 5432.348145
	Iteration 3Q: 3 clusters Score -8127088 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -8127645.500000 Penalty: 5432.348145
	Iteration 4Q: 3 clusters Score -8127646 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -8128148.500000 Penalty: 5432.348145
	Iteration 5Q: 3 clusters Score -8128148 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -8128752.000000 Penalty: 5432.348145
	Iteration 6Q: 3 clusters Score -8128752 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -8129351.500000 Penalty: 5432.348145
	Iteration 7Q: 3 clusters Score -8129352 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -8129962.500000 Penalty: 5432.348145
	Iteration 8Q: 3 clusters Score -8129962 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -8130813.500000 Penalty: 5432.348145
	Iteration 9Q: 3 clusters Score -8130814 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -8131837.000000 Penalty: 5432.348145
	Iteration 10Q: 3 clusters Score -8131837 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -8133053.500000 Penalty: 5432.348145
	Iteration 11Q: 3 clusters Score -8133054 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -8134514.000000 Penalty: 5432.348145
	Iteration 12Q: 3 clusters Score -8134514 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -8136170.000000 Penalty: 5432.348145
	Iteration 13Q: 3 clusters Score -8136170 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -8137749.500000 Penalty: 5432.348145
	Iteration 14Q: 3 clusters Score -8137750 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -8138953.500000 Penalty: 5432.348145
	Iteration 15Q: 3 clusters Score -8138954 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -8139639.500000 Penalty: 5432.348145
	Iteration 16Q: 3 clusters Score -8139640 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -8139938.000000 Penalty: 5432.348145
	Iteration 17Q: 3 clusters Score -8139938 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -8140068.000000 Penalty: 5432.348145
	Iteration 18Q: 3 clusters Score -8140068 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -8140158.000000 Penalty: 5432.348145
	Iteration 19Q: 3 clusters Score -8140158 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -8140180.000000 Penalty: 5432.348145
	Iteration 20F: 3 clusters Score -8140180 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -8140203.500000 Penalty: 5432.348145
	Iteration 21Q: 3 clusters Score -8140204 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -8140257.500000 Penalty: 5432.348145
	Iteration 22Q: 3 clusters Score -8140258 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -8140267.500000 Penalty: 5432.348145
	Iteration 23Q: 3 clusters Score -8140268 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -8140257.000000 Penalty: 5432.348145
	Iteration 24Q: 3 clusters Score -8140257 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -8140280.000000 Penalty: 5432.348145
	Iteration 25Q: 3 clusters Score -8140280 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -8140303.000000 Penalty: 5432.348145
	Iteration 26Q: 3 clusters Score -8140303 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -8140343.500000 Penalty: 5432.348145
	Iteration 27Q: 3 clusters Score -8140344 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -8140370.500000 Penalty: 5432.348145
	Iteration 28Q: 3 clusters Score -8140370 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -8140388.500000 Penalty: 5432.348145
	Iteration 29Q: 3 clusters Score -8140388 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -8140405.500000 Penalty: 5432.348145
	Iteration 30Q: 3 clusters Score -8140406 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -8140423.000000 Penalty: 5432.348145
	Iteration 31Q: 3 clusters Score -8140423 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -8140427.000000 Penalty: 5432.348145
	Iteration 32Q: 3 clusters Score -8140427 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -8140432.000000 Penalty: 5432.348145
	Iteration 33Q: 3 clusters Score -8140432 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -8140453.000000 Penalty: 5432.348145
	Iteration 34Q: 3 clusters Score -8140453 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -8140471.500000 Penalty: 5432.348145
	Iteration 35Q: 3 clusters Score -8140472 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -8140478.500000 Penalty: 5432.348145
	Iteration 36Q: 3 clusters Score -8140478 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -8140475.000000 Penalty: 5432.348145
	Iteration 37Q: 3 clusters Score -8140475 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -8140473.000000 Penalty: 5432.348145
	Iteration 38Q: 3 clusters Score -8140473 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -8140476.500000 Penalty: 5432.348145
	Iteration 39Q: 3 clusters Score -8140476 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8140520.500000 Penalty: 5432.348145
	Iteration 40F: 3 clusters Score -8140520 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -8140516.500000 Penalty: 5432.348145
	Iteration 41Q: 3 clusters Score -8140516 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -8140538.500000 Penalty: 5432.348145
	Iteration 42Q: 3 clusters Score -8140538 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -8140554.500000 Penalty: 5432.348145
	Iteration 43Q: 3 clusters Score -8140554 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -8140594.000000 Penalty: 5432.348145
	Iteration 44Q: 3 clusters Score -8140594 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -8140601.000000 Penalty: 5432.348145
	Iteration 45Q: 3 clusters Score -8140601 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -8140624.000000 Penalty: 5432.348145
	Iteration 46Q: 3 clusters Score -8140624 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -8140666.500000 Penalty: 5432.348145
	Iteration 47Q: 3 clusters Score -8140666 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -8140688.000000 Penalty: 5432.348145
	Iteration 48Q: 3 clusters Score -8140688 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -8140710.500000 Penalty: 5432.348145
	Iteration 49Q: 3 clusters Score -8140710 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -8140797.500000 Penalty: 5432.348145
	Iteration 50Q: 3 clusters Score -8140798 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -8140835.000000 Penalty: 5432.348145
	Iteration 51Q: 3 clusters Score -8140835 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -8140908.000000 Penalty: 5432.348145
	Iteration 52Q: 3 clusters Score -8140908 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -8141006.500000 Penalty: 5432.348145
	Iteration 53Q: 3 clusters Score -8141006 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -8141081.000000 Penalty: 5432.348145
	Iteration 54Q: 3 clusters Score -8141081 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -8141136.500000 Penalty: 5432.348145
	Iteration 55Q: 3 clusters Score -8141136 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -8141226.000000 Penalty: 5432.348145
	Iteration 56Q: 3 clusters Score -8141226 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -8141319.500000 Penalty: 5432.348145
	Iteration 57Q: 3 clusters Score -8141320 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -8141423.500000 Penalty: 5432.348145
	Iteration 58Q: 3 clusters Score -8141424 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -8141522.000000 Penalty: 5432.348145
	Iteration 59Q: 3 clusters Score -8141522 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -8141677.500000 Penalty: 5432.348145
	Iteration 60F: 3 clusters Score -8141678 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -8141806.000000 Penalty: 5432.348145
	Iteration 61Q: 3 clusters Score -8141806 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -8141919.000000 Penalty: 5432.348145
	Iteration 62Q: 3 clusters Score -8141919 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -8142103.500000 Penalty: 5432.348145
	Iteration 63Q: 3 clusters Score -8142104 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -8142268.500000 Penalty: 5432.348145
	Iteration 64Q: 3 clusters Score -8142268 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -8142463.000000 Penalty: 5432.348145
	Iteration 65Q: 3 clusters Score -8142463 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -8142609.000000 Penalty: 5432.348145
	Iteration 66Q: 3 clusters Score -8142609 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -8142821.500000 Penalty: 5432.348145
	Iteration 67Q: 3 clusters Score -8142822 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -8143035.500000 Penalty: 5432.348145
	Iteration 68Q: 3 clusters Score -8143036 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -8143259.500000 Penalty: 5432.348145
	Iteration 69Q: 3 clusters Score -8143260 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -8143547.000000 Penalty: 5432.348145
	Iteration 70Q: 3 clusters Score -8143547 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -8143890.500000 Penalty: 5432.348145
	Iteration 71Q: 3 clusters Score -8143890 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -8144224.500000 Penalty: 5432.348145
	Iteration 72Q: 3 clusters Score -8144224 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -8144572.000000 Penalty: 5432.348145
	Iteration 73Q: 3 clusters Score -8144572 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -8144891.500000 Penalty: 5432.348145
	Iteration 74Q: 3 clusters Score -8144892 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -8145244.000000 Penalty: 5432.348145
	Iteration 75Q: 3 clusters Score -8145244 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -8145516.500000 Penalty: 5432.348145
	Iteration 76Q: 3 clusters Score -8145516 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8145724.500000 Penalty: 5432.348145
	Iteration 77Q: 3 clusters Score -8145724 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8145970.500000 Penalty: 5432.348145
	Iteration 78Q: 3 clusters Score -8145970 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8146229.000000 Penalty: 5432.348145
	Iteration 79Q: 3 clusters Score -8146229 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8146441.500000 Penalty: 5432.348145
	Iteration 80F: 3 clusters Score -8146442 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8146603.500000 Penalty: 5432.348145
	Iteration 81Q: 3 clusters Score -8146604 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8146746.000000 Penalty: 5432.348145
	Iteration 82Q: 3 clusters Score -8146746 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8146853.500000 Penalty: 5432.348145
	Iteration 83Q: 3 clusters Score -8146854 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8146925.000000 Penalty: 5432.348145
	Iteration 84Q: 3 clusters Score -8146925 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8146987.500000 Penalty: 5432.348145
	Iteration 85Q: 3 clusters Score -8146988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8147022.500000 Penalty: 5432.348145
	Iteration 86Q: 3 clusters Score -8147022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8147049.000000 Penalty: 5432.348145
	Iteration 87Q: 3 clusters Score -8147049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8147089.500000 Penalty: 5432.348145
	Iteration 88Q: 3 clusters Score -8147090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8147119.000000 Penalty: 5432.348145
	Iteration 89Q: 3 clusters Score -8147119 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8147119.500000 Penalty: 5432.348145
	Iteration 90Q: 3 clusters Score -8147120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8147141.000000 Penalty: 5432.348145
	Iteration 91Q: 3 clusters Score -8147141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8147156.000000 Penalty: 5432.348145
	Iteration 92Q: 3 clusters Score -8147156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8147170.000000 Penalty: 5432.348145
	Iteration 93Q: 3 clusters Score -8147170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8147180.500000 Penalty: 5432.348145
	Iteration 94Q: 3 clusters Score -8147180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8147177.000000 Penalty: 5432.348145
	Iteration 95Q: 3 clusters Score -8147177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8147188.000000 Penalty: 5432.348145
	Iteration 96Q: 3 clusters Score -8147188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8147192.500000 Penalty: 5432.348145
	Iteration 97Q: 3 clusters Score -8147192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8147199.500000 Penalty: 5432.348145
	Iteration 98Q: 3 clusters Score -8147200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8147206.500000 Penalty: 5432.348145
	Iteration 99Q: 3 clusters Score -8147206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8147209.000000 Penalty: 5432.348145
	Iteration 100F: 3 clusters Score -8147209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8147206.500000 Penalty: 5432.348145
	Iteration 101Q: 3 clusters Score -8147206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8147198.000000 Penalty: 5432.348145
	Iteration 102Q: 3 clusters Score -8147198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8147206.000000 Penalty: 5432.348145
	Iteration 103Q: 3 clusters Score -8147206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8147206.000000 Penalty: 5432.348145
	Iteration 104Q: 3 clusters Score -8147206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8147206.000000 Penalty: 5432.348145
	Iteration 105F: 3 clusters Score -8147206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (93716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Entering Unmasked Estep 
Score: -13377130.000000 Penalty: 2839.109863
	Iteration 0F: 2 clusters Score -1.337713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -13314763.000000 Penalty: 5678.219727
	Iteration 0F: 3 clusters Score -1.331476e+07 nChanged 44232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -13339788.000000 Penalty: 5678.219727
	Iteration 1F: 3 clusters Score -1.333979e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -13340416.000000 Penalty: 5678.219727
	Iteration 2Q: 3 clusters Score -1.334042e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -13340902.000000 Penalty: 5678.219727
	Iteration 3Q: 3 clusters Score -1.33409e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -13341526.000000 Penalty: 5678.219727
	Iteration 4Q: 3 clusters Score -1.334153e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -13342206.000000 Penalty: 5678.219727
	Iteration 5Q: 3 clusters Score -1.334221e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -13342979.000000 Penalty: 5678.219727
	Iteration 6Q: 3 clusters Score -1.334298e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -13344183.000000 Penalty: 5678.219727
	Iteration 7Q: 3 clusters Score -1.334418e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -13346449.000000 Penalty: 5678.219727
	Iteration 8Q: 3 clusters Score -1.334645e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -13350129.000000 Penalty: 5678.219727
	Iteration 9F: 3 clusters Score -1.335013e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -13355517.000000 Penalty: 5678.219727
	Iteration 10F: 3 clusters Score -1.335552e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -13361603.000000 Penalty: 5678.219727
	Iteration 11F: 3 clusters Score -1.33616e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -13366997.000000 Penalty: 5678.219727
	Iteration 12F: 3 clusters Score -1.3367e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -13370645.000000 Penalty: 5678.219727
	Iteration 13Q: 3 clusters Score -1.337064e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -13372715.000000 Penalty: 5678.219727
	Iteration 14Q: 3 clusters Score -1.337272e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 92609 members 
Entering Unmasked Estep 
Score: -13373750.000000 Penalty: 5678.219727
	Iteration 15Q: 3 clusters Score -1.337375e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -13374181.000000 Penalty: 5678.219727
	Iteration 16Q: 3 clusters Score -1.337418e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 93238 members 
Entering Unmasked Estep 
Score: -13374353.000000 Penalty: 5678.219727
	Iteration 17Q: 3 clusters Score -1.337435e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -13374445.000000 Penalty: 5678.219727
	Iteration 18Q: 3 clusters Score -1.337444e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 93357 members 
Entering Unmasked Estep 
Score: -13374513.000000 Penalty: 5678.219727
	Iteration 19Q: 3 clusters Score -1.337451e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -13374548.000000 Penalty: 5678.219727
	Iteration 20F: 3 clusters Score -1.337455e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 93399 members 
Entering Unmasked Estep 
Score: -13374578.000000 Penalty: 5678.219727
	Iteration 21Q: 3 clusters Score -1.337458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -13374606.000000 Penalty: 5678.219727
	Iteration 22Q: 3 clusters Score -1.337461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -13374614.000000 Penalty: 5678.219727
	Iteration 23Q: 3 clusters Score -1.337461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -13374612.000000 Penalty: 5678.219727
	Iteration 24Q: 3 clusters Score -1.337461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -13374619.000000 Penalty: 5678.219727
	Iteration 25Q: 3 clusters Score -1.337462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 93416 members 
Entering Unmasked Estep 
Score: -13374631.000000 Penalty: 5678.219727
	Iteration 26Q: 3 clusters Score -1.337463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -13374625.000000 Penalty: 5678.219727
	Iteration 27Q: 3 clusters Score -1.337462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -13374625.000000 Penalty: 5678.219727
	Iteration 28F: 3 clusters Score -1.337462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (117917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117917 members 
Entering Unmasked Estep 
Score: -16723974.000000 Penalty: 2896.078613
	Iteration 0F: 2 clusters Score -1.672397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -16646811.000000 Penalty: 5792.157227
	Iteration 0F: 3 clusters Score -1.664681e+07 nChanged 56108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -16678417.000000 Penalty: 5792.157227
	Iteration 1F: 3 clusters Score -1.667842e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -16679263.000000 Penalty: 5792.157227
	Iteration 2Q: 3 clusters Score -1.667926e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -16680257.000000 Penalty: 5792.157227
	Iteration 3Q: 3 clusters Score -1.668026e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -16681762.000000 Penalty: 5792.157227
	Iteration 4Q: 3 clusters Score -1.668176e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -16684340.000000 Penalty: 5792.157227
	Iteration 5Q: 3 clusters Score -1.668434e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -16688777.000000 Penalty: 5792.157227
	Iteration 6F: 3 clusters Score -1.668878e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -16695335.000000 Penalty: 5792.157227
	Iteration 7F: 3 clusters Score -1.669534e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 96731 members 
Entering Unmasked Estep 
Score: -16703465.000000 Penalty: 5792.157227
	Iteration 8F: 3 clusters Score -1.670346e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 104906 members 
Entering Unmasked Estep 
Score: -16711100.000000 Penalty: 5792.157227
	Iteration 9F: 3 clusters Score -1.67111e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 110422 members 
Entering Unmasked Estep 
Score: -16716132.000000 Penalty: 5792.157227
	Iteration 10Q: 3 clusters Score -1.671613e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 113494 members 
Entering Unmasked Estep 
Score: -16718954.000000 Penalty: 5792.157227
	Iteration 11Q: 3 clusters Score -1.671895e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 114946 members 
Entering Unmasked Estep 
Score: -16720207.000000 Penalty: 5792.157227
	Iteration 12Q: 3 clusters Score -1.672021e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 115675 members 
Entering Unmasked Estep 
Score: -16720825.000000 Penalty: 5792.157227
	Iteration 13Q: 3 clusters Score -1.672082e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 116052 members 
Entering Unmasked Estep 
Score: -16721192.000000 Penalty: 5792.157227
	Iteration 14Q: 3 clusters Score -1.672119e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 116278 members 
Entering Unmasked Estep 
Score: -16721432.000000 Penalty: 5792.157227
	Iteration 15Q: 3 clusters Score -1.672143e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 116437 members 
Entering Unmasked Estep 
Score: -16721561.000000 Penalty: 5792.157227
	Iteration 16Q: 3 clusters Score -1.672156e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 116539 members 
Entering Unmasked Estep 
Score: -16721670.000000 Penalty: 5792.157227
	Iteration 17Q: 3 clusters Score -1.672167e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 116618 members 
Entering Unmasked Estep 
Score: -16721692.000000 Penalty: 5792.157227
	Iteration 18Q: 3 clusters Score -1.672169e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 116671 members 
Entering Unmasked Estep 
Score: -16721731.000000 Penalty: 5792.157227
	Iteration 19Q: 3 clusters Score -1.672173e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 116714 members 
Entering Unmasked Estep 
Score: -16721739.000000 Penalty: 5792.157227
	Iteration 20F: 3 clusters Score -1.672174e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 116743 members 
Entering Unmasked Estep 
Score: -16721751.000000 Penalty: 5792.157227
	Iteration 21Q: 3 clusters Score -1.672175e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
Score: -16721753.000000 Penalty: 5792.157227
	Iteration 22Q: 3 clusters Score -1.672175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -16721770.000000 Penalty: 5792.157227
	Iteration 23Q: 3 clusters Score -1.672177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 116786 members 
Entering Unmasked Estep 
Score: -16721766.000000 Penalty: 5792.157227
	Iteration 24Q: 3 clusters Score -1.672177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 116793 members 
Entering Unmasked Estep 
Score: -16721775.000000 Penalty: 5792.157227
	Iteration 25Q: 3 clusters Score -1.672178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 116804 members 
Entering Unmasked Estep 
Score: -16721751.000000 Penalty: 5792.157227
	Iteration 26Q: 3 clusters Score -1.672175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 116812 members 
Entering Unmasked Estep 
Score: -16721780.000000 Penalty: 5792.157227
	Iteration 27Q: 3 clusters Score -1.672178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 116817 members 
Entering Unmasked Estep 
Score: -16721770.000000 Penalty: 5792.157227
	Iteration 28Q: 3 clusters Score -1.672177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 116819 members 
Entering Unmasked Estep 
Score: -16721785.000000 Penalty: 5792.157227
	Iteration 29Q: 3 clusters Score -1.672178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 116818 members 
Entering Unmasked Estep 
Score: -16721776.000000 Penalty: 5792.157227
	Iteration 30Q: 3 clusters Score -1.672178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 116819 members 
Entering Unmasked Estep 
Score: -16721781.000000 Penalty: 5792.157227
	Iteration 31Q: 3 clusters Score -1.672178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 116824 members 
Entering Unmasked Estep 
Score: -16721790.000000 Penalty: 5792.157227
	Iteration 32Q: 3 clusters Score -1.672179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 116827 members 
Entering Unmasked Estep 
Score: -16721787.000000 Penalty: 5792.157227
	Iteration 33Q: 3 clusters Score -1.672179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 116826 members 
Entering Unmasked Estep 
Score: -16721794.000000 Penalty: 5792.157227
	Iteration 34Q: 3 clusters Score -1.672179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 116826 members 
Entering Unmasked Estep 
Score: -16721794.000000 Penalty: 5792.157227
	Iteration 35F: 3 clusters Score -1.672179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94128 members 
Entering Unmasked Estep 
Score: -13388295.000000 Penalty: 2840.197754
	Iteration 0F: 2 clusters Score -1.33883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -13325756.000000 Penalty: 5680.395508
	Iteration 0F: 3 clusters Score -1.332576e+07 nChanged 44156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -13350702.000000 Penalty: 5680.395508
	Iteration 1F: 3 clusters Score -1.33507e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -13351423.000000 Penalty: 5680.395508
	Iteration 2Q: 3 clusters Score -1.335142e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -13352253.000000 Penalty: 5680.395508
	Iteration 3Q: 3 clusters Score -1.335225e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -13353033.000000 Penalty: 5680.395508
	Iteration 4Q: 3 clusters Score -1.335303e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -13354205.000000 Penalty: 5680.395508
	Iteration 5Q: 3 clusters Score -1.33542e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -13355922.000000 Penalty: 5680.395508
	Iteration 6Q: 3 clusters Score -1.335592e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -13358610.000000 Penalty: 5680.395508
	Iteration 7F: 3 clusters Score -1.335861e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -13362840.000000 Penalty: 5680.395508
	Iteration 8F: 3 clusters Score -1.336284e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 71195 members 
Entering Unmasked Estep 
Score: -13368161.000000 Penalty: 5680.395508
	Iteration 9F: 3 clusters Score -1.336816e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -13373558.000000 Penalty: 5680.395508
	Iteration 10F: 3 clusters Score -1.337356e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -13377755.000000 Penalty: 5680.395508
	Iteration 11F: 3 clusters Score -1.337776e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -13380674.000000 Penalty: 5680.395508
	Iteration 12Q: 3 clusters Score -1.338067e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -13382568.000000 Penalty: 5680.395508
	Iteration 13Q: 3 clusters Score -1.338257e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 89839 members 
Entering Unmasked Estep 
Score: -13383624.000000 Penalty: 5680.395508
	Iteration 14Q: 3 clusters Score -1.338362e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 91013 members 
Entering Unmasked Estep 
Score: -13384428.000000 Penalty: 5680.395508
	Iteration 15Q: 3 clusters Score -1.338443e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 91785 members 
Entering Unmasked Estep 
Score: -13384888.000000 Penalty: 5680.395508
	Iteration 16Q: 3 clusters Score -1.338489e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -13385264.000000 Penalty: 5680.395508
	Iteration 17Q: 3 clusters Score -1.338526e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 92699 members 
Entering Unmasked Estep 
Score: -13385442.000000 Penalty: 5680.395508
	Iteration 18Q: 3 clusters Score -1.338544e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 92952 members 
Entering Unmasked Estep 
Score: -13385595.000000 Penalty: 5680.395508
	Iteration 19Q: 3 clusters Score -1.33856e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 93104 members 
Entering Unmasked Estep 
Score: -13385683.000000 Penalty: 5680.395508
	Iteration 20F: 3 clusters Score -1.338568e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 93213 members 
Entering Unmasked Estep 
Score: -13385747.000000 Penalty: 5680.395508
	Iteration 21Q: 3 clusters Score -1.338575e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -13385801.000000 Penalty: 5680.395508
	Iteration 22Q: 3 clusters Score -1.33858e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -13385835.000000 Penalty: 5680.395508
	Iteration 23Q: 3 clusters Score -1.338584e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -13385879.000000 Penalty: 5680.395508
	Iteration 24Q: 3 clusters Score -1.338588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 93407 members 
Entering Unmasked Estep 
Score: -13385875.000000 Penalty: 5680.395508
	Iteration 25Q: 3 clusters Score -1.338588e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -13385911.000000 Penalty: 5680.395508
	Iteration 26Q: 3 clusters Score -1.338591e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -13385919.000000 Penalty: 5680.395508
	Iteration 27Q: 3 clusters Score -1.338592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -13385923.000000 Penalty: 5680.395508
	Iteration 28Q: 3 clusters Score -1.338592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -13385923.000000 Penalty: 5680.395508
	Iteration 29Q: 3 clusters Score -1.338592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -13385936.000000 Penalty: 5680.395508
	Iteration 30Q: 3 clusters Score -1.338594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -13385937.000000 Penalty: 5680.395508
	Iteration 31Q: 3 clusters Score -1.338594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -13385951.000000 Penalty: 5680.395508
	Iteration 32Q: 3 clusters Score -1.338595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 93477 members 
Entering Unmasked Estep 
Score: -13385955.000000 Penalty: 5680.395508
	Iteration 33Q: 3 clusters Score -1.338596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -13385950.000000 Penalty: 5680.395508
	Iteration 34Q: 3 clusters Score -1.338595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -13385964.000000 Penalty: 5680.395508
	Iteration 35Q: 3 clusters Score -1.338596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -13385957.000000 Penalty: 5680.395508
	Iteration 36Q: 3 clusters Score -1.338596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -13385970.000000 Penalty: 5680.395508
	Iteration 37Q: 3 clusters Score -1.338597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -13385979.000000 Penalty: 5680.395508
	Iteration 38Q: 3 clusters Score -1.338598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -13385980.000000 Penalty: 5680.395508
	Iteration 39Q: 3 clusters Score -1.338598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -13385983.000000 Penalty: 5680.395508
	Iteration 40F: 3 clusters Score -1.338598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -13385985.000000 Penalty: 5680.395508
	Iteration 41Q: 3 clusters Score -1.338598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -13385987.000000 Penalty: 5680.395508
	Iteration 42Q: 3 clusters Score -1.338599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -13385980.000000 Penalty: 5680.395508
	Iteration 43Q: 3 clusters Score -1.338598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -13385980.000000 Penalty: 5680.395508
	Iteration 44F: 3 clusters Score -1.338598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Entering Unmasked Estep 
Score: -505094.156250 Penalty: 2030.588257
	Iteration 0F: 2 clusters Score -505094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -501404.281250 Penalty: 4061.176514
	Iteration 0F: 3 clusters Score -501404.3 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -502148.718750 Penalty: 4061.176514
	Iteration 1F: 3 clusters Score -502148.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -502308.093750 Penalty: 4061.176514
	Iteration 2F: 3 clusters Score -502308.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -502446.718750 Penalty: 4061.176514
	Iteration 3Q: 3 clusters Score -502446.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -502594.000000 Penalty: 4061.176514
	Iteration 4Q: 3 clusters Score -502594 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -502803.875000 Penalty: 4061.176514
	Iteration 5Q: 3 clusters Score -502803.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -503121.281250 Penalty: 4061.176514
	Iteration 6Q: 3 clusters Score -503121.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -503379.500000 Penalty: 4061.176514
	Iteration 7F: 3 clusters Score -503379.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -503576.531250 Penalty: 4061.176514
	Iteration 8F: 3 clusters Score -503576.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -503769.718750 Penalty: 4061.176514
	Iteration 9Q: 3 clusters Score -503769.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -503940.656250 Penalty: 4061.176514
	Iteration 10Q: 3 clusters Score -503940.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -504110.656250 Penalty: 4061.176514
	Iteration 11Q: 3 clusters Score -504110.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -504299.750000 Penalty: 4061.176514
	Iteration 12Q: 3 clusters Score -504299.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -504504.906250 Penalty: 4061.176514
	Iteration 13Q: 3 clusters Score -504504.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -504684.500000 Penalty: 4061.176514
	Iteration 14Q: 3 clusters Score -504684.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -504790.875000 Penalty: 4061.176514
	Iteration 15Q: 3 clusters Score -504790.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -504837.343750 Penalty: 4061.176514
	Iteration 16Q: 3 clusters Score -504837.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -504851.625000 Penalty: 4061.176514
	Iteration 17Q: 3 clusters Score -504851.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -504857.875000 Penalty: 4061.176514
	Iteration 18Q: 3 clusters Score -504857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -504861.312500 Penalty: 4061.176514
	Iteration 19Q: 3 clusters Score -504861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -504862.718750 Penalty: 4061.176514
	Iteration 20F: 3 clusters Score -504862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -504864.781250 Penalty: 4061.176514
	Iteration 21Q: 3 clusters Score -504864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -504864.593750 Penalty: 4061.176514
	Iteration 22Q: 3 clusters Score -504864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -504866.000000 Penalty: 4061.176514
	Iteration 23Q: 3 clusters Score -504866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -504867.281250 Penalty: 4061.176514
	Iteration 24Q: 3 clusters Score -504867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -504867.281250 Penalty: 4061.176514
	Iteration 25F: 3 clusters Score -504867.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -61457.113281 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -61457.11 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 265 members 
Entering Unmasked Estep 
Score: -60022.777344 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -60022.78 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60318.414062 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -60318.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60439.531250 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -60439.53 nChanged 30
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: -60552.656250 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -60552.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60673.414062 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -60673.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60807.250000 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -60807.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60966.656250 Penalty: 3099.987793
	Iteration 6F: 3 clusters Score -60966.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61164.960938 Penalty: 3099.987793
	Iteration 7F: 3 clusters Score -61164.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61635.406250 Penalty: 3099.987793
	Iteration 8F: 3 clusters Score -61635.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61859.234375 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -61859.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61902.359375 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -61902.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61925.406250 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -61925.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61925.406250 Penalty: 3099.987793
	Iteration 12F: 3 clusters Score -61925.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21816 members 
Mstep: Class 3 contains 121904 members 
Mstep: Class 4 contains 57086 members 
Mstep: Class 5 contains 93716 members 
Mstep: Class 6 contains 117917 members 
Mstep: Class 7 contains 94128 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 142 members 
Mstep: Class 10 contains 154598 members 
Mstep: Class 11 contains 18612 members 
Mstep: Class 12 contains 76837 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 37123 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166030 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37440 members 
Mstep: Class 20 contains 41061 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 376 members 
Entering Unmasked Estep 
Score: -147045360.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147046848.000000 to -147045360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (154598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154598 members 
Entering Unmasked Estep 
Score: -21737868.000000 Penalty: 2963.248779
	Iteration 0F: 2 clusters Score -2.173787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -21637356.000000 Penalty: 5926.497559
	Iteration 0F: 3 clusters Score -2.163736e+07 nChanged 73588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 72267 members 
Entering Unmasked Estep 
Score: -21679766.000000 Penalty: 5926.497559
	Iteration 1F: 3 clusters Score -2.167977e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -21681056.000000 Penalty: 5926.497559
	Iteration 2Q: 3 clusters Score -2.168106e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -21683148.000000 Penalty: 5926.497559
	Iteration 3Q: 3 clusters Score -2.168315e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -21686518.000000 Penalty: 5926.497559
	Iteration 4Q: 3 clusters Score -2.168652e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -21692404.000000 Penalty: 5926.497559
	Iteration 5F: 3 clusters Score -2.16924e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115217 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -21701386.000000 Penalty: 5926.497559
	Iteration 6F: 3 clusters Score -2.170139e+07 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128230 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -21713286.000000 Penalty: 5926.497559
	Iteration 7F: 3 clusters Score -2.171329e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139908 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -21724070.000000 Penalty: 5926.497559
	Iteration 8F: 3 clusters Score -2.172407e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147601 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -21730792.000000 Penalty: 5926.497559
	Iteration 9Q: 3 clusters Score -2.173079e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151348 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -21733574.000000 Penalty: 5926.497559
	Iteration 10Q: 3 clusters Score -2.173357e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152865 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -21734606.000000 Penalty: 5926.497559
	Iteration 11Q: 3 clusters Score -2.173461e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153381 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21734958.000000 Penalty: 5926.497559
	Iteration 12Q: 3 clusters Score -2.173496e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153609 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -21735154.000000 Penalty: 5926.497559
	Iteration 13Q: 3 clusters Score -2.173515e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153702 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -21735222.000000 Penalty: 5926.497559
	Iteration 14Q: 3 clusters Score -2.173522e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153760 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21735262.000000 Penalty: 5926.497559
	Iteration 15Q: 3 clusters Score -2.173526e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153807 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -21735316.000000 Penalty: 5926.497559
	Iteration 16Q: 3 clusters Score -2.173532e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153834 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -21735386.000000 Penalty: 5926.497559
	Iteration 17Q: 3 clusters Score -2.173539e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153848 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -21735380.000000 Penalty: 5926.497559
	Iteration 18Q: 3 clusters Score -2.173538e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153856 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21735376.000000 Penalty: 5926.497559
	Iteration 19Q: 3 clusters Score -2.173538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153865 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -21735394.000000 Penalty: 5926.497559
	Iteration 20F: 3 clusters Score -2.173539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -21735390.000000 Penalty: 5926.497559
	Iteration 21Q: 3 clusters Score -2.173539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -21735394.000000 Penalty: 5926.497559
	Iteration 22Q: 3 clusters Score -2.173539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -21735406.000000 Penalty: 5926.497559
	Iteration 23Q: 3 clusters Score -2.173541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153878 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -21735410.000000 Penalty: 5926.497559
	Iteration 24Q: 3 clusters Score -2.173541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153882 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -21735398.000000 Penalty: 5926.497559
	Iteration 25Q: 3 clusters Score -2.17354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153886 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -21735416.000000 Penalty: 5926.497559
	Iteration 26Q: 3 clusters Score -2.173542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153888 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -21735432.000000 Penalty: 5926.497559
	Iteration 27Q: 3 clusters Score -2.173543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153891 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -21735436.000000 Penalty: 5926.497559
	Iteration 28Q: 3 clusters Score -2.173544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153893 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -21735442.000000 Penalty: 5926.497559
	Iteration 29Q: 3 clusters Score -2.173544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153893 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -21735432.000000 Penalty: 5926.497559
	Iteration 30Q: 3 clusters Score -2.173543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153896 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -21735450.000000 Penalty: 5926.497559
	Iteration 31Q: 3 clusters Score -2.173545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153896 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -21735440.000000 Penalty: 5926.497559
	Iteration 32Q: 3 clusters Score -2.173544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153895 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21735442.000000 Penalty: 5926.497559
	Iteration 33Q: 3 clusters Score -2.173544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153895 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21735442.000000 Penalty: 5926.497559
	Iteration 34F: 3 clusters Score -2.173544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Entering Unmasked Estep 
Score: -2649439.500000 Penalty: 2438.227295
	Iteration 0F: 2 clusters Score -2649440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2636218.250000 Penalty: 4876.454590
	Iteration 0F: 3 clusters Score -2636218 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2640554.500000 Penalty: 4876.454590
	Iteration 1F: 3 clusters Score -2640554 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2640878.750000 Penalty: 4876.454590
	Iteration 2F: 3 clusters Score -2640879 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2641108.250000 Penalty: 4876.454590
	Iteration 3Q: 3 clusters Score -2641108 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2641288.500000 Penalty: 4876.454590
	Iteration 4Q: 3 clusters Score -2641288 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2641442.750000 Penalty: 4876.454590
	Iteration 5Q: 3 clusters Score -2641443 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2641580.750000 Penalty: 4876.454590
	Iteration 6Q: 3 clusters Score -2641581 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2641701.750000 Penalty: 4876.454590
	Iteration 7Q: 3 clusters Score -2641702 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2641832.750000 Penalty: 4876.454590
	Iteration 8Q: 3 clusters Score -2641833 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2641992.750000 Penalty: 4876.454590
	Iteration 9Q: 3 clusters Score -2641993 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2642221.750000 Penalty: 4876.454590
	Iteration 10Q: 3 clusters Score -2642222 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2642553.500000 Penalty: 4876.454590
	Iteration 11Q: 3 clusters Score -2642554 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2642999.000000 Penalty: 4876.454590
	Iteration 12Q: 3 clusters Score -2642999 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2643581.500000 Penalty: 4876.454590
	Iteration 13Q: 3 clusters Score -2643582 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2644283.000000 Penalty: 4876.454590
	Iteration 14F: 3 clusters Score -2644283 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2645077.500000 Penalty: 4876.454590
	Iteration 15F: 3 clusters Score -2645078 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2645823.000000 Penalty: 4876.454590
	Iteration 16Q: 3 clusters Score -2645823 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2646412.500000 Penalty: 4876.454590
	Iteration 17Q: 3 clusters Score -2646412 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2646848.000000 Penalty: 4876.454590
	Iteration 18Q: 3 clusters Score -2646848 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2647135.500000 Penalty: 4876.454590
	Iteration 19Q: 3 clusters Score -2647136 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2647297.500000 Penalty: 4876.454590
	Iteration 20F: 3 clusters Score -2647298 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2647402.500000 Penalty: 4876.454590
	Iteration 21Q: 3 clusters Score -2647402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2647467.000000 Penalty: 4876.454590
	Iteration 22Q: 3 clusters Score -2647467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2647514.500000 Penalty: 4876.454590
	Iteration 23Q: 3 clusters Score -2647514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2647540.500000 Penalty: 4876.454590
	Iteration 24Q: 3 clusters Score -2647540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2647549.750000 Penalty: 4876.454590
	Iteration 25Q: 3 clusters Score -2647550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2647558.250000 Penalty: 4876.454590
	Iteration 26Q: 3 clusters Score -2647558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2647570.500000 Penalty: 4876.454590
	Iteration 27Q: 3 clusters Score -2647570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2647583.500000 Penalty: 4876.454590
	Iteration 28Q: 3 clusters Score -2647584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2647591.500000 Penalty: 4876.454590
	Iteration 29Q: 3 clusters Score -2647592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2647602.000000 Penalty: 4876.454590
	Iteration 30Q: 3 clusters Score -2647602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2647604.000000 Penalty: 4876.454590
	Iteration 31Q: 3 clusters Score -2647604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2647605.750000 Penalty: 4876.454590
	Iteration 32Q: 3 clusters Score -2647606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2647610.250000 Penalty: 4876.454590
	Iteration 33Q: 3 clusters Score -2647610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2647611.250000 Penalty: 4876.454590
	Iteration 34Q: 3 clusters Score -2647611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2647612.750000 Penalty: 4876.454590
	Iteration 35Q: 3 clusters Score -2647613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2647614.250000 Penalty: 4876.454590
	Iteration 36Q: 3 clusters Score -2647614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2647616.500000 Penalty: 4876.454590
	Iteration 37Q: 3 clusters Score -2647616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2647621.250000 Penalty: 4876.454590
	Iteration 38Q: 3 clusters Score -2647621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2647621.250000 Penalty: 4876.454590
	Iteration 39F: 3 clusters Score -2647621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Entering Unmasked Estep 
Score: -10928749.000000 Penalty: 2789.861328
	Iteration 0F: 2 clusters Score -1.092875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -10877302.000000 Penalty: 5579.722656
	Iteration 0F: 3 clusters Score -1.08773e+07 nChanged 36124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -10897159.000000 Penalty: 5579.722656
	Iteration 1F: 3 clusters Score -1.089716e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -10897707.000000 Penalty: 5579.722656
	Iteration 2Q: 3 clusters Score -1.089771e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -10898282.000000 Penalty: 5579.722656
	Iteration 3Q: 3 clusters Score -1.089828e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -10898957.000000 Penalty: 5579.722656
	Iteration 4Q: 3 clusters Score -1.089896e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -10899994.000000 Penalty: 5579.722656
	Iteration 5Q: 3 clusters Score -1.089999e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -10901480.000000 Penalty: 5579.722656
	Iteration 6Q: 3 clusters Score -1.090148e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -10903890.000000 Penalty: 5579.722656
	Iteration 7F: 3 clusters Score -1.090389e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -10907648.000000 Penalty: 5579.722656
	Iteration 8F: 3 clusters Score -1.090765e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -10912509.000000 Penalty: 5579.722656
	Iteration 9F: 3 clusters Score -1.091251e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -10917580.000000 Penalty: 5579.722656
	Iteration 10F: 3 clusters Score -1.091758e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -10921667.000000 Penalty: 5579.722656
	Iteration 11F: 3 clusters Score -1.092167e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -10924128.000000 Penalty: 5579.722656
	Iteration 12Q: 3 clusters Score -1.092413e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -10925321.000000 Penalty: 5579.722656
	Iteration 13Q: 3 clusters Score -1.092532e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10925828.000000 Penalty: 5579.722656
	Iteration 14Q: 3 clusters Score -1.092583e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10926036.000000 Penalty: 5579.722656
	Iteration 15Q: 3 clusters Score -1.092604e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10926132.000000 Penalty: 5579.722656
	Iteration 16Q: 3 clusters Score -1.092613e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10926196.000000 Penalty: 5579.722656
	Iteration 17Q: 3 clusters Score -1.09262e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10926258.000000 Penalty: 5579.722656
	Iteration 18Q: 3 clusters Score -1.092626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10926301.000000 Penalty: 5579.722656
	Iteration 19Q: 3 clusters Score -1.09263e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10926305.000000 Penalty: 5579.722656
	Iteration 20F: 3 clusters Score -1.09263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10926316.000000 Penalty: 5579.722656
	Iteration 21Q: 3 clusters Score -1.092632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10926314.000000 Penalty: 5579.722656
	Iteration 22Q: 3 clusters Score -1.092631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10926310.000000 Penalty: 5579.722656
	Iteration 23Q: 3 clusters Score -1.092631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10926316.000000 Penalty: 5579.722656
	Iteration 24Q: 3 clusters Score -1.092632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10926324.000000 Penalty: 5579.722656
	Iteration 25Q: 3 clusters Score -1.092632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10926332.000000 Penalty: 5579.722656
	Iteration 26Q: 3 clusters Score -1.092633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10926339.000000 Penalty: 5579.722656
	Iteration 27Q: 3 clusters Score -1.092634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10926343.000000 Penalty: 5579.722656
	Iteration 28Q: 3 clusters Score -1.092634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10926347.000000 Penalty: 5579.722656
	Iteration 29Q: 3 clusters Score -1.092635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10926347.000000 Penalty: 5579.722656
	Iteration 30F: 3 clusters Score -1.092635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -267699.687500 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -267699.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -265112.687500 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -265112.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -265564.187500 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -265564.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -265687.906250 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -265687.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -265746.437500 Penalty: 3752.633545
	Iteration 3Q: 3 clusters Score -265746.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -265784.718750 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -265784.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -265812.343750 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -265812.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -265832.125000 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -265832.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -265849.375000 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -265849.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -265855.875000 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -265855.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -265860.937500 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -265860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -265862.968750 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -265863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -265864.968750 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -265865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -265866.656250 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -265866.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -265868.781250 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -265868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -265870.250000 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -265870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -265871.968750 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -265872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -265873.750000 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -265873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -265876.812500 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -265876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -265877.562500 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -265877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -265879.156250 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -265879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -265880.750000 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -265880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -265883.656250 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -265883.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -265885.406250 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -265885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -265889.406250 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -265889.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -265892.375000 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -265892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -265895.218750 Penalty: 3752.633545
	Iteration 25Q: 3 clusters Score -265895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -265896.812500 Penalty: 3752.633545
	Iteration 26Q: 3 clusters Score -265896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -265898.906250 Penalty: 3752.633545
	Iteration 27Q: 3 clusters Score -265898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -265900.906250 Penalty: 3752.633545
	Iteration 28Q: 3 clusters Score -265900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -265902.250000 Penalty: 3752.633545
	Iteration 29Q: 3 clusters Score -265902.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -265908.500000 Penalty: 3752.633545
	Iteration 30Q: 3 clusters Score -265908.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -265912.687500 Penalty: 3752.633545
	Iteration 31Q: 3 clusters Score -265912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -265914.250000 Penalty: 3752.633545
	Iteration 32Q: 3 clusters Score -265914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -265914.843750 Penalty: 3752.633545
	Iteration 33Q: 3 clusters Score -265914.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -265914.843750 Penalty: 3752.633545
	Iteration 34F: 3 clusters Score -265914.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Entering Unmasked Estep 
Score: -766557.312500 Penalty: 2128.718506
	Iteration 0F: 2 clusters Score -766557.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -761818.125000 Penalty: 4257.437012
	Iteration 0F: 3 clusters Score -761818.1 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -762951.500000 Penalty: 4257.437012
	Iteration 1F: 3 clusters Score -762951.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -763148.250000 Penalty: 4257.437012
	Iteration 2F: 3 clusters Score -763148.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -763270.000000 Penalty: 4257.437012
	Iteration 3Q: 3 clusters Score -763270 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -763347.750000 Penalty: 4257.437012
	Iteration 4Q: 3 clusters Score -763347.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -763411.812500 Penalty: 4257.437012
	Iteration 5Q: 3 clusters Score -763411.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -763461.312500 Penalty: 4257.437012
	Iteration 6Q: 3 clusters Score -763461.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -763510.812500 Penalty: 4257.437012
	Iteration 7Q: 3 clusters Score -763510.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -763558.875000 Penalty: 4257.437012
	Iteration 8Q: 3 clusters Score -763558.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -763613.937500 Penalty: 4257.437012
	Iteration 9Q: 3 clusters Score -763613.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -763664.000000 Penalty: 4257.437012
	Iteration 10Q: 3 clusters Score -763664 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -763716.375000 Penalty: 4257.437012
	Iteration 11Q: 3 clusters Score -763716.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -763775.937500 Penalty: 4257.437012
	Iteration 12Q: 3 clusters Score -763775.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -763837.125000 Penalty: 4257.437012
	Iteration 13Q: 3 clusters Score -763837.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -763909.375000 Penalty: 4257.437012
	Iteration 14Q: 3 clusters Score -763909.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -763995.812500 Penalty: 4257.437012
	Iteration 15Q: 3 clusters Score -763995.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -764081.687500 Penalty: 4257.437012
	Iteration 16Q: 3 clusters Score -764081.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -764168.875000 Penalty: 4257.437012
	Iteration 17Q: 3 clusters Score -764168.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -764250.312500 Penalty: 4257.437012
	Iteration 18Q: 3 clusters Score -764250.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -764349.250000 Penalty: 4257.437012
	Iteration 19Q: 3 clusters Score -764349.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -764433.625000 Penalty: 4257.437012
	Iteration 20F: 3 clusters Score -764433.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -764502.562500 Penalty: 4257.437012
	Iteration 21Q: 3 clusters Score -764502.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -764547.750000 Penalty: 4257.437012
	Iteration 22Q: 3 clusters Score -764547.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -764588.125000 Penalty: 4257.437012
	Iteration 23Q: 3 clusters Score -764588.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -764622.062500 Penalty: 4257.437012
	Iteration 24Q: 3 clusters Score -764622.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -764661.687500 Penalty: 4257.437012
	Iteration 25Q: 3 clusters Score -764661.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -764690.562500 Penalty: 4257.437012
	Iteration 26Q: 3 clusters Score -764690.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -764704.937500 Penalty: 4257.437012
	Iteration 27Q: 3 clusters Score -764704.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -764710.000000 Penalty: 4257.437012
	Iteration 28Q: 3 clusters Score -764710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -764716.937500 Penalty: 4257.437012
	Iteration 29Q: 3 clusters Score -764716.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -764721.625000 Penalty: 4257.437012
	Iteration 30Q: 3 clusters Score -764721.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -764729.812500 Penalty: 4257.437012
	Iteration 31Q: 3 clusters Score -764729.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -764733.875000 Penalty: 4257.437012
	Iteration 32Q: 3 clusters Score -764733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -764736.250000 Penalty: 4257.437012
	Iteration 33Q: 3 clusters Score -764736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -764739.000000 Penalty: 4257.437012
	Iteration 34Q: 3 clusters Score -764739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -764739.000000 Penalty: 4257.437012
	Iteration 35F: 3 clusters Score -764739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Entering Unmasked Estep 
Score: -5073811.000000 Penalty: 2609.453857
	Iteration 0F: 2 clusters Score -5073811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -5048525.000000 Penalty: 5218.907715
	Iteration 0F: 3 clusters Score -5048525 nChanged 16999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -5057977.000000 Penalty: 5218.907715
	Iteration 1F: 3 clusters Score -5057977 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -5058791.500000 Penalty: 5218.907715
	Iteration 2Q: 3 clusters Score -5058792 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -5059838.000000 Penalty: 5218.907715
	Iteration 3Q: 3 clusters Score -5059838 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5060936.500000 Penalty: 5218.907715
	Iteration 4F: 3 clusters Score -5060936 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -5062022.500000 Penalty: 5218.907715
	Iteration 5F: 3 clusters Score -5062022 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -5063364.500000 Penalty: 5218.907715
	Iteration 6F: 3 clusters Score -5063364 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -5064739.000000 Penalty: 5218.907715
	Iteration 7F: 3 clusters Score -5064739 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -5066051.500000 Penalty: 5218.907715
	Iteration 8F: 3 clusters Score -5066052 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5067000.000000 Penalty: 5218.907715
	Iteration 9F: 3 clusters Score -5067000 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -5067642.000000 Penalty: 5218.907715
	Iteration 10Q: 3 clusters Score -5067642 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -5068123.000000 Penalty: 5218.907715
	Iteration 11Q: 3 clusters Score -5068123 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -5068485.500000 Penalty: 5218.907715
	Iteration 12Q: 3 clusters Score -5068486 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -5068798.500000 Penalty: 5218.907715
	Iteration 13Q: 3 clusters Score -5068798 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -5069006.000000 Penalty: 5218.907715
	Iteration 14Q: 3 clusters Score -5069006 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -5069209.500000 Penalty: 5218.907715
	Iteration 15Q: 3 clusters Score -5069210 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -5069418.500000 Penalty: 5218.907715
	Iteration 16Q: 3 clusters Score -5069418 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -5069618.000000 Penalty: 5218.907715
	Iteration 17Q: 3 clusters Score -5069618 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -5069853.000000 Penalty: 5218.907715
	Iteration 18Q: 3 clusters Score -5069853 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -5070088.000000 Penalty: 5218.907715
	Iteration 19Q: 3 clusters Score -5070088 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -5070332.500000 Penalty: 5218.907715
	Iteration 20F: 3 clusters Score -5070332 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -5070574.000000 Penalty: 5218.907715
	Iteration 21Q: 3 clusters Score -5070574 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -5070860.500000 Penalty: 5218.907715
	Iteration 22Q: 3 clusters Score -5070860 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -5071148.000000 Penalty: 5218.907715
	Iteration 23Q: 3 clusters Score -5071148 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -5071398.000000 Penalty: 5218.907715
	Iteration 24Q: 3 clusters Score -5071398 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -5071724.000000 Penalty: 5218.907715
	Iteration 25Q: 3 clusters Score -5071724 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -5072162.000000 Penalty: 5218.907715
	Iteration 26Q: 3 clusters Score -5072162 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5072610.000000 Penalty: 5218.907715
	Iteration 27Q: 3 clusters Score -5072610 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -5072840.500000 Penalty: 5218.907715
	Iteration 28Q: 3 clusters Score -5072840 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -5073040.500000 Penalty: 5218.907715
	Iteration 29Q: 3 clusters Score -5073040 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -5073158.500000 Penalty: 5218.907715
	Iteration 30Q: 3 clusters Score -5073158 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -5073210.000000 Penalty: 5218.907715
	Iteration 31Q: 3 clusters Score -5073210 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -5073270.500000 Penalty: 5218.907715
	Iteration 32Q: 3 clusters Score -5073270 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -5073307.500000 Penalty: 5218.907715
	Iteration 33Q: 3 clusters Score -5073308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -5073328.000000 Penalty: 5218.907715
	Iteration 34Q: 3 clusters Score -5073328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -5073375.500000 Penalty: 5218.907715
	Iteration 35Q: 3 clusters Score -5073376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -5073383.000000 Penalty: 5218.907715
	Iteration 36Q: 3 clusters Score -5073383 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -5073394.000000 Penalty: 5218.907715
	Iteration 37Q: 3 clusters Score -5073394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -5073400.500000 Penalty: 5218.907715
	Iteration 38Q: 3 clusters Score -5073400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -5073408.500000 Penalty: 5218.907715
	Iteration 39Q: 3 clusters Score -5073408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -5073418.000000 Penalty: 5218.907715
	Iteration 40F: 3 clusters Score -5073418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -5073438.000000 Penalty: 5218.907715
	Iteration 41Q: 3 clusters Score -5073438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -5073443.500000 Penalty: 5218.907715
	Iteration 42Q: 3 clusters Score -5073444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -5073461.000000 Penalty: 5218.907715
	Iteration 43Q: 3 clusters Score -5073461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -5073468.000000 Penalty: 5218.907715
	Iteration 44Q: 3 clusters Score -5073468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -5073477.000000 Penalty: 5218.907715
	Iteration 45Q: 3 clusters Score -5073477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -5073481.000000 Penalty: 5218.907715
	Iteration 46Q: 3 clusters Score -5073481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -5073500.500000 Penalty: 5218.907715
	Iteration 47Q: 3 clusters Score -5073500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -5073504.000000 Penalty: 5218.907715
	Iteration 48Q: 3 clusters Score -5073504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -5073518.500000 Penalty: 5218.907715
	Iteration 49Q: 3 clusters Score -5073518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -5073530.000000 Penalty: 5218.907715
	Iteration 50Q: 3 clusters Score -5073530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -5073542.000000 Penalty: 5218.907715
	Iteration 51Q: 3 clusters Score -5073542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -5073547.500000 Penalty: 5218.907715
	Iteration 52Q: 3 clusters Score -5073548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -5073533.500000 Penalty: 5218.907715
	Iteration 53Q: 3 clusters Score -5073534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -5073532.000000 Penalty: 5218.907715
	Iteration 54Q: 3 clusters Score -5073532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -5073536.500000 Penalty: 5218.907715
	Iteration 55Q: 3 clusters Score -5073536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -5073531.000000 Penalty: 5218.907715
	Iteration 56Q: 3 clusters Score -5073531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -5073538.500000 Penalty: 5218.907715
	Iteration 57Q: 3 clusters Score -5073538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -5073537.000000 Penalty: 5218.907715
	Iteration 58Q: 3 clusters Score -5073537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -5073543.500000 Penalty: 5218.907715
	Iteration 59Q: 3 clusters Score -5073544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -5073550.000000 Penalty: 5218.907715
	Iteration 60F: 3 clusters Score -5073550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -5073549.000000 Penalty: 5218.907715
	Iteration 61Q: 3 clusters Score -5073549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -5073549.000000 Penalty: 5218.907715
	Iteration 62F: 3 clusters Score -5073549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -553174.375000 Penalty: 2052.671875
	Iteration 0F: 2 clusters Score -553174.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -549293.625000 Penalty: 4105.343750
	Iteration 0F: 3 clusters Score -549293.6 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -550210.625000 Penalty: 4105.343750
	Iteration 1F: 3 clusters Score -550210.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -550409.625000 Penalty: 4105.343750
	Iteration 2F: 3 clusters Score -550409.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -550523.437500 Penalty: 4105.343750
	Iteration 3Q: 3 clusters Score -550523.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -550590.687500 Penalty: 4105.343750
	Iteration 4Q: 3 clusters Score -550590.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -550641.312500 Penalty: 4105.343750
	Iteration 5Q: 3 clusters Score -550641.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -550682.500000 Penalty: 4105.343750
	Iteration 6Q: 3 clusters Score -550682.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -550714.250000 Penalty: 4105.343750
	Iteration 7Q: 3 clusters Score -550714.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -550741.937500 Penalty: 4105.343750
	Iteration 8Q: 3 clusters Score -550741.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -550770.750000 Penalty: 4105.343750
	Iteration 9Q: 3 clusters Score -550770.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -550794.812500 Penalty: 4105.343750
	Iteration 10Q: 3 clusters Score -550794.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -550823.000000 Penalty: 4105.343750
	Iteration 11Q: 3 clusters Score -550823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -550852.812500 Penalty: 4105.343750
	Iteration 12Q: 3 clusters Score -550852.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -550876.187500 Penalty: 4105.343750
	Iteration 13Q: 3 clusters Score -550876.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -550896.312500 Penalty: 4105.343750
	Iteration 14Q: 3 clusters Score -550896.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -550907.625000 Penalty: 4105.343750
	Iteration 15Q: 3 clusters Score -550907.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -550921.562500 Penalty: 4105.343750
	Iteration 16Q: 3 clusters Score -550921.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -550935.750000 Penalty: 4105.343750
	Iteration 17Q: 3 clusters Score -550935.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -550952.062500 Penalty: 4105.343750
	Iteration 18Q: 3 clusters Score -550952.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -550967.500000 Penalty: 4105.343750
	Iteration 19Q: 3 clusters Score -550967.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -550982.187500 Penalty: 4105.343750
	Iteration 20F: 3 clusters Score -550982.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -550998.562500 Penalty: 4105.343750
	Iteration 21Q: 3 clusters Score -550998.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -551013.750000 Penalty: 4105.343750
	Iteration 22Q: 3 clusters Score -551013.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -551029.937500 Penalty: 4105.343750
	Iteration 23Q: 3 clusters Score -551029.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -551049.875000 Penalty: 4105.343750
	Iteration 24Q: 3 clusters Score -551049.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -551072.250000 Penalty: 4105.343750
	Iteration 25Q: 3 clusters Score -551072.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -551093.562500 Penalty: 4105.343750
	Iteration 26Q: 3 clusters Score -551093.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -551125.687500 Penalty: 4105.343750
	Iteration 27Q: 3 clusters Score -551125.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -551160.375000 Penalty: 4105.343750
	Iteration 28Q: 3 clusters Score -551160.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -551188.937500 Penalty: 4105.343750
	Iteration 29Q: 3 clusters Score -551188.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -551211.187500 Penalty: 4105.343750
	Iteration 30Q: 3 clusters Score -551211.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -551235.250000 Penalty: 4105.343750
	Iteration 31Q: 3 clusters Score -551235.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -551256.250000 Penalty: 4105.343750
	Iteration 32Q: 3 clusters Score -551256.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -551279.500000 Penalty: 4105.343750
	Iteration 33Q: 3 clusters Score -551279.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -551306.812500 Penalty: 4105.343750
	Iteration 34Q: 3 clusters Score -551306.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -551337.562500 Penalty: 4105.343750
	Iteration 35Q: 3 clusters Score -551337.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -551367.937500 Penalty: 4105.343750
	Iteration 36Q: 3 clusters Score -551367.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -551391.750000 Penalty: 4105.343750
	Iteration 37Q: 3 clusters Score -551391.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -551416.312500 Penalty: 4105.343750
	Iteration 38Q: 3 clusters Score -551416.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -551437.500000 Penalty: 4105.343750
	Iteration 39Q: 3 clusters Score -551437.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -551461.625000 Penalty: 4105.343750
	Iteration 40F: 3 clusters Score -551461.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -551478.187500 Penalty: 4105.343750
	Iteration 41Q: 3 clusters Score -551478.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -551489.937500 Penalty: 4105.343750
	Iteration 42Q: 3 clusters Score -551489.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -551501.812500 Penalty: 4105.343750
	Iteration 43Q: 3 clusters Score -551501.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -551517.625000 Penalty: 4105.343750
	Iteration 44Q: 3 clusters Score -551517.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -551529.750000 Penalty: 4105.343750
	Iteration 45Q: 3 clusters Score -551529.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -551543.937500 Penalty: 4105.343750
	Iteration 46Q: 3 clusters Score -551543.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -551551.687500 Penalty: 4105.343750
	Iteration 47Q: 3 clusters Score -551551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -551554.250000 Penalty: 4105.343750
	Iteration 48Q: 3 clusters Score -551554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -551558.437500 Penalty: 4105.343750
	Iteration 49Q: 3 clusters Score -551558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -551558.562500 Penalty: 4105.343750
	Iteration 50Q: 3 clusters Score -551558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -551559.250000 Penalty: 4105.343750
	Iteration 51Q: 3 clusters Score -551559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -551559.625000 Penalty: 4105.343750
	Iteration 52Q: 3 clusters Score -551559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -551560.187500 Penalty: 4105.343750
	Iteration 53Q: 3 clusters Score -551560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -551561.312500 Penalty: 4105.343750
	Iteration 54Q: 3 clusters Score -551561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -551563.125000 Penalty: 4105.343750
	Iteration 55Q: 3 clusters Score -551563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -551563.937500 Penalty: 4105.343750
	Iteration 56Q: 3 clusters Score -551563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -551564.062500 Penalty: 4105.343750
	Iteration 57Q: 3 clusters Score -551564.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -551564.062500 Penalty: 4105.343750
	Iteration 58F: 3 clusters Score -551564.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166030 members 
Entering Unmasked Estep 
Score: -23266004.000000 Penalty: 2980.941162
	Iteration 0F: 2 clusters Score -2.3266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
Score: -23161430.000000 Penalty: 5961.882324
	Iteration 0F: 3 clusters Score -2.316143e+07 nChanged 79340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -23208146.000000 Penalty: 5961.882324
	Iteration 1F: 3 clusters Score -2.320815e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 74891 members 
Entering Unmasked Estep 
Score: -23209556.000000 Penalty: 5961.882324
	Iteration 2Q: 3 clusters Score -2.320956e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -23211362.000000 Penalty: 5961.882324
	Iteration 3Q: 3 clusters Score -2.321136e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102438 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -23214654.000000 Penalty: 5961.882324
	Iteration 4Q: 3 clusters Score -2.321465e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111933 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -23220848.000000 Penalty: 5961.882324
	Iteration 5F: 3 clusters Score -2.322085e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123872 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -23230298.000000 Penalty: 5961.882324
	Iteration 6F: 3 clusters Score -2.32303e+07 nChanged 13611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136983 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -23242434.000000 Penalty: 5961.882324
	Iteration 7F: 3 clusters Score -2.324243e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148623 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -23252936.000000 Penalty: 5961.882324
	Iteration 8F: 3 clusters Score -2.325294e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156627 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -23258914.000000 Penalty: 5961.882324
	Iteration 9Q: 3 clusters Score -2.325891e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161290 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -23261856.000000 Penalty: 5961.882324
	Iteration 10Q: 3 clusters Score -2.326186e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163555 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -23263146.000000 Penalty: 5961.882324
	Iteration 11Q: 3 clusters Score -2.326315e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164483 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -23263622.000000 Penalty: 5961.882324
	Iteration 12Q: 3 clusters Score -2.326362e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164860 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -23263874.000000 Penalty: 5961.882324
	Iteration 13Q: 3 clusters Score -2.326387e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165009 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -23263940.000000 Penalty: 5961.882324
	Iteration 14Q: 3 clusters Score -2.326394e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165056 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -23263960.000000 Penalty: 5961.882324
	Iteration 15Q: 3 clusters Score -2.326396e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165074 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -23264000.000000 Penalty: 5961.882324
	Iteration 16Q: 3 clusters Score -2.3264e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165102 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -23264034.000000 Penalty: 5961.882324
	Iteration 17Q: 3 clusters Score -2.326403e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165118 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -23264092.000000 Penalty: 5961.882324
	Iteration 18Q: 3 clusters Score -2.326409e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165140 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -23264118.000000 Penalty: 5961.882324
	Iteration 19Q: 3 clusters Score -2.326412e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165154 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -23264130.000000 Penalty: 5961.882324
	Iteration 20F: 3 clusters Score -2.326413e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165163 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -23264160.000000 Penalty: 5961.882324
	Iteration 21Q: 3 clusters Score -2.326416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165165 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -23264176.000000 Penalty: 5961.882324
	Iteration 22Q: 3 clusters Score -2.326418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165163 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -23264174.000000 Penalty: 5961.882324
	Iteration 23Q: 3 clusters Score -2.326417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165163 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -23264164.000000 Penalty: 5961.882324
	Iteration 24Q: 3 clusters Score -2.326416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165159 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -23264134.000000 Penalty: 5961.882324
	Iteration 25Q: 3 clusters Score -2.326413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -23264154.000000 Penalty: 5961.882324
	Iteration 26Q: 3 clusters Score -2.326415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165159 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -23264160.000000 Penalty: 5961.882324
	Iteration 27Q: 3 clusters Score -2.326416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165157 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -23264204.000000 Penalty: 5961.882324
	Iteration 28Q: 3 clusters Score -2.32642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165165 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -23264182.000000 Penalty: 5961.882324
	Iteration 29Q: 3 clusters Score -2.326418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -23264194.000000 Penalty: 5961.882324
	Iteration 30Q: 3 clusters Score -2.326419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -23264186.000000 Penalty: 5961.882324
	Iteration 31Q: 3 clusters Score -2.326419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -23264186.000000 Penalty: 5961.882324
	Iteration 32F: 3 clusters Score -2.326419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -65219.699219 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -65219.7 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 286 members 
Entering Unmasked Estep 
Score: -63925.468750 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -63925.47 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -64820.332031 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -64820.33 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -65430.308594 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -65430.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -65883.656250 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -65883.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -66060.679688 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -66060.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -66365.320312 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -66365.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -66539.609375 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -66539.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66575.312500 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -66575.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -66589.648438 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -66589.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -66596.156250 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -66596.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -66596.156250 Penalty: 3129.719482
	Iteration 10F: 3 clusters Score -66596.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21816 members 
Mstep: Class 3 contains 121904 members 
Mstep: Class 4 contains 57086 members 
Mstep: Class 5 contains 93716 members 
Mstep: Class 6 contains 117917 members 
Mstep: Class 7 contains 94128 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154598 members 
Mstep: Class 11 contains 18612 members 
Mstep: Class 12 contains 76837 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 37123 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166030 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 37440 members 
Mstep: Class 20 contains 41061 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 149 members 
Entering Unmasked Estep 
Score: -147046352.000000 Penalty: 75686.148438
Splitting cluster 18 changes total score from -147046848.000000 to -147046352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Entering Unmasked Estep 
Score: -5351519.000000 Penalty: 2611.562744
	Iteration 0F: 2 clusters Score -5351519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5326202.000000 Penalty: 5223.125488
	Iteration 0F: 3 clusters Score -5326202 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -5335462.000000 Penalty: 5223.125488
	Iteration 1F: 3 clusters Score -5335462 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5336013.000000 Penalty: 5223.125488
	Iteration 2Q: 3 clusters Score -5336013 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -5336610.000000 Penalty: 5223.125488
	Iteration 3Q: 3 clusters Score -5336610 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -5337333.500000 Penalty: 5223.125488
	Iteration 4Q: 3 clusters Score -5337334 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -5338326.000000 Penalty: 5223.125488
	Iteration 5Q: 3 clusters Score -5338326 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -5339794.500000 Penalty: 5223.125488
	Iteration 6F: 3 clusters Score -5339794 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -5341817.500000 Penalty: 5223.125488
	Iteration 7F: 3 clusters Score -5341818 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -5344083.000000 Penalty: 5223.125488
	Iteration 8F: 3 clusters Score -5344083 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -5346200.000000 Penalty: 5223.125488
	Iteration 9F: 3 clusters Score -5346200 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -5347595.500000 Penalty: 5223.125488
	Iteration 10Q: 3 clusters Score -5347596 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -5348376.000000 Penalty: 5223.125488
	Iteration 11Q: 3 clusters Score -5348376 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -5348762.500000 Penalty: 5223.125488
	Iteration 12Q: 3 clusters Score -5348762 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -5348965.000000 Penalty: 5223.125488
	Iteration 13Q: 3 clusters Score -5348965 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -5349063.500000 Penalty: 5223.125488
	Iteration 14Q: 3 clusters Score -5349064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -5349126.500000 Penalty: 5223.125488
	Iteration 15Q: 3 clusters Score -5349126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -5349160.500000 Penalty: 5223.125488
	Iteration 16Q: 3 clusters Score -5349160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -5349184.500000 Penalty: 5223.125488
	Iteration 17Q: 3 clusters Score -5349184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -5349220.000000 Penalty: 5223.125488
	Iteration 18Q: 3 clusters Score -5349220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -5349227.000000 Penalty: 5223.125488
	Iteration 19Q: 3 clusters Score -5349227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -5349234.500000 Penalty: 5223.125488
	Iteration 20F: 3 clusters Score -5349234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -5349248.000000 Penalty: 5223.125488
	Iteration 21Q: 3 clusters Score -5349248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -5349253.500000 Penalty: 5223.125488
	Iteration 22Q: 3 clusters Score -5349254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -5349255.500000 Penalty: 5223.125488
	Iteration 23Q: 3 clusters Score -5349256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -5349258.000000 Penalty: 5223.125488
	Iteration 24Q: 3 clusters Score -5349258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -5349258.500000 Penalty: 5223.125488
	Iteration 25Q: 3 clusters Score -5349258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -5349258.500000 Penalty: 5223.125488
	Iteration 26F: 3 clusters Score -5349258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Entering Unmasked Estep 
Score: -5868209.500000 Penalty: 2634.458008
	Iteration 0F: 2 clusters Score -5868210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -5840545.500000 Penalty: 5268.916016
	Iteration 0F: 3 clusters Score -5840546 nChanged 18698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -5850772.000000 Penalty: 5268.916016
	Iteration 1F: 3 clusters Score -5850772 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -5851295.000000 Penalty: 5268.916016
	Iteration 2Q: 3 clusters Score -5851295 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -5851758.500000 Penalty: 5268.916016
	Iteration 3Q: 3 clusters Score -5851758 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -5852160.500000 Penalty: 5268.916016
	Iteration 4Q: 3 clusters Score -5852160 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -5852642.000000 Penalty: 5268.916016
	Iteration 5Q: 3 clusters Score -5852642 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -5853210.000000 Penalty: 5268.916016
	Iteration 6Q: 3 clusters Score -5853210 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5853976.500000 Penalty: 5268.916016
	Iteration 7Q: 3 clusters Score -5853976 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -5854889.500000 Penalty: 5268.916016
	Iteration 8Q: 3 clusters Score -5854890 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -5856083.000000 Penalty: 5268.916016
	Iteration 9F: 3 clusters Score -5856083 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -5857652.500000 Penalty: 5268.916016
	Iteration 10F: 3 clusters Score -5857652 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -5859555.000000 Penalty: 5268.916016
	Iteration 11F: 3 clusters Score -5859555 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -5861450.000000 Penalty: 5268.916016
	Iteration 12F: 3 clusters Score -5861450 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5863128.000000 Penalty: 5268.916016
	Iteration 13Q: 3 clusters Score -5863128 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5864384.500000 Penalty: 5268.916016
	Iteration 14Q: 3 clusters Score -5864384 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5865131.000000 Penalty: 5268.916016
	Iteration 15Q: 3 clusters Score -5865131 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5865502.000000 Penalty: 5268.916016
	Iteration 16Q: 3 clusters Score -5865502 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5865697.000000 Penalty: 5268.916016
	Iteration 17Q: 3 clusters Score -5865697 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5865839.500000 Penalty: 5268.916016
	Iteration 18Q: 3 clusters Score -5865840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5865896.000000 Penalty: 5268.916016
	Iteration 19Q: 3 clusters Score -5865896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5865943.500000 Penalty: 5268.916016
	Iteration 20F: 3 clusters Score -5865944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5865970.500000 Penalty: 5268.916016
	Iteration 21Q: 3 clusters Score -5865970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5865988.000000 Penalty: 5268.916016
	Iteration 22Q: 3 clusters Score -5865988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5865991.500000 Penalty: 5268.916016
	Iteration 23Q: 3 clusters Score -5865992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5865998.500000 Penalty: 5268.916016
	Iteration 24Q: 3 clusters Score -5865998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5865996.000000 Penalty: 5268.916016
	Iteration 25Q: 3 clusters Score -5865996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5865994.500000 Penalty: 5268.916016
	Iteration 26Q: 3 clusters Score -5865994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5865994.500000 Penalty: 5268.916016
	Iteration 27F: 3 clusters Score -5865994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -193550.515625 Penalty: 1795.147217
	Iteration 0F: 2 clusters Score -193550.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -191340.171875 Penalty: 3590.294434
	Iteration 0F: 3 clusters Score -191340.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -191658.531250 Penalty: 3590.294434
	Iteration 1F: 3 clusters Score -191658.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -191774.562500 Penalty: 3590.294434
	Iteration 2F: 3 clusters Score -191774.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -191895.343750 Penalty: 3590.294434
	Iteration 3Q: 3 clusters Score -191895.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -192037.187500 Penalty: 3590.294434
	Iteration 4Q: 3 clusters Score -192037.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -192147.562500 Penalty: 3590.294434
	Iteration 5Q: 3 clusters Score -192147.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -192236.125000 Penalty: 3590.294434
	Iteration 6Q: 3 clusters Score -192236.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -192346.265625 Penalty: 3590.294434
	Iteration 7Q: 3 clusters Score -192346.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -192431.593750 Penalty: 3590.294434
	Iteration 8Q: 3 clusters Score -192431.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -192511.406250 Penalty: 3590.294434
	Iteration 9Q: 3 clusters Score -192511.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -192586.656250 Penalty: 3590.294434
	Iteration 10Q: 3 clusters Score -192586.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -192653.031250 Penalty: 3590.294434
	Iteration 11Q: 3 clusters Score -192653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -192695.937500 Penalty: 3590.294434
	Iteration 12Q: 3 clusters Score -192695.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -192723.312500 Penalty: 3590.294434
	Iteration 13Q: 3 clusters Score -192723.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -192739.609375 Penalty: 3590.294434
	Iteration 14Q: 3 clusters Score -192739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -192757.171875 Penalty: 3590.294434
	Iteration 15Q: 3 clusters Score -192757.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -192767.312500 Penalty: 3590.294434
	Iteration 16Q: 3 clusters Score -192767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -192771.531250 Penalty: 3590.294434
	Iteration 17Q: 3 clusters Score -192771.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -192779.093750 Penalty: 3590.294434
	Iteration 18Q: 3 clusters Score -192779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -192782.343750 Penalty: 3590.294434
	Iteration 19Q: 3 clusters Score -192782.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -192784.468750 Penalty: 3590.294434
	Iteration 20F: 3 clusters Score -192784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -192787.500000 Penalty: 3590.294434
	Iteration 21Q: 3 clusters Score -192787.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -192791.515625 Penalty: 3590.294434
	Iteration 22Q: 3 clusters Score -192791.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -192795.046875 Penalty: 3590.294434
	Iteration 23Q: 3 clusters Score -192795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -192800.375000 Penalty: 3590.294434
	Iteration 24Q: 3 clusters Score -192800.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -192807.359375 Penalty: 3590.294434
	Iteration 25Q: 3 clusters Score -192807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -192812.593750 Penalty: 3590.294434
	Iteration 26Q: 3 clusters Score -192812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -192814.500000 Penalty: 3590.294434
	Iteration 27Q: 3 clusters Score -192814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -192816.734375 Penalty: 3590.294434
	Iteration 28Q: 3 clusters Score -192816.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -192816.734375 Penalty: 3590.294434
	Iteration 29F: 3 clusters Score -192816.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21816 members 
Mstep: Class 3 contains 121904 members 
Mstep: Class 4 contains 57086 members 
Mstep: Class 5 contains 93716 members 
Mstep: Class 6 contains 117917 members 
Mstep: Class 7 contains 94128 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154598 members 
Mstep: Class 11 contains 18612 members 
Mstep: Class 12 contains 76837 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 37123 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166030 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37440 members 
Mstep: Class 20 contains 41061 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046832.000000 Penalty: 72245.875000
Iteration 279Q: 22 clusters Score -1.470468e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21825 members 
Mstep: Class 3 contains 121975 members 
Mstep: Class 4 contains 57089 members 
Mstep: Class 5 contains 93648 members 
Mstep: Class 6 contains 117911 members 
Mstep: Class 7 contains 94126 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154605 members 
Mstep: Class 11 contains 18606 members 
Mstep: Class 12 contains 76840 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5341 members 
Mstep: Class 15 contains 37123 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166022 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37441 members 
Mstep: Class 20 contains 41060 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046816.000000 Penalty: 72245.875000
Iteration 280F: 22 clusters Score -1.470468e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21834 members 
Mstep: Class 3 contains 122059 members 
Mstep: Class 4 contains 57089 members 
Mstep: Class 5 contains 93590 members 
Mstep: Class 6 contains 117906 members 
Mstep: Class 7 contains 94121 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154597 members 
Mstep: Class 11 contains 18598 members 
Mstep: Class 12 contains 76831 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5339 members 
Mstep: Class 15 contains 37123 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166024 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37443 members 
Mstep: Class 20 contains 41058 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046608.000000 Penalty: 72245.875000
Iteration 281Q: 22 clusters Score -1.470466e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21840 members 
Mstep: Class 3 contains 122135 members 
Mstep: Class 4 contains 57088 members 
Mstep: Class 5 contains 93513 members 
Mstep: Class 6 contains 117901 members 
Mstep: Class 7 contains 94117 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154601 members 
Mstep: Class 11 contains 18600 members 
Mstep: Class 12 contains 76826 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 15 contains 37124 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166028 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37445 members 
Mstep: Class 20 contains 41057 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046512.000000 Penalty: 72245.875000
Iteration 282Q: 22 clusters Score -1.470465e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21848 members 
Mstep: Class 3 contains 122190 members 
Mstep: Class 4 contains 57090 members 
Mstep: Class 5 contains 93451 members 
Mstep: Class 6 contains 117895 members 
Mstep: Class 7 contains 94112 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154613 members 
Mstep: Class 11 contains 18605 members 
Mstep: Class 12 contains 76819 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 37123 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166029 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37447 members 
Mstep: Class 20 contains 41055 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046624.000000 Penalty: 72245.875000
Iteration 283Q: 22 clusters Score -1.470466e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21859 members 
Mstep: Class 3 contains 122244 members 
Mstep: Class 4 contains 57096 members 
Mstep: Class 5 contains 93386 members 
Mstep: Class 6 contains 117889 members 
Mstep: Class 7 contains 94099 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154624 members 
Mstep: Class 11 contains 18606 members 
Mstep: Class 12 contains 76814 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 37124 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166032 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37450 members 
Mstep: Class 20 contains 41056 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046560.000000 Penalty: 72245.875000
Iteration 284Q: 22 clusters Score -1.470466e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21869 members 
Mstep: Class 3 contains 122308 members 
Mstep: Class 4 contains 57096 members 
Mstep: Class 5 contains 93309 members 
Mstep: Class 6 contains 117887 members 
Mstep: Class 7 contains 94094 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154630 members 
Mstep: Class 11 contains 18605 members 
Mstep: Class 12 contains 76810 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 37124 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166038 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37454 members 
Mstep: Class 20 contains 41054 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046576.000000 Penalty: 72245.875000
Iteration 285Q: 22 clusters Score -1.470466e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21878 members 
Mstep: Class 3 contains 122357 members 
Mstep: Class 4 contains 57095 members 
Mstep: Class 5 contains 93237 members 
Mstep: Class 6 contains 117888 members 
Mstep: Class 7 contains 94090 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154635 members 
Mstep: Class 11 contains 18605 members 
Mstep: Class 12 contains 76804 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 37123 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166048 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37463 members 
Mstep: Class 20 contains 41052 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046512.000000 Penalty: 72245.875000
Iteration 286Q: 22 clusters Score -1.470465e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21880 members 
Mstep: Class 3 contains 122386 members 
Mstep: Class 4 contains 57096 members 
Mstep: Class 5 contains 93204 members 
Mstep: Class 6 contains 117886 members 
Mstep: Class 7 contains 94087 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154636 members 
Mstep: Class 11 contains 18605 members 
Mstep: Class 12 contains 76798 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5336 members 
Mstep: Class 15 contains 37122 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166054 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37471 members 
Mstep: Class 20 contains 41052 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046592.000000 Penalty: 72245.875000
Iteration 287Q: 22 clusters Score -1.470466e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21876 members 
Mstep: Class 3 contains 122400 members 
Mstep: Class 4 contains 57091 members 
Mstep: Class 5 contains 93189 members 
Mstep: Class 6 contains 117885 members 
Mstep: Class 7 contains 94080 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154644 members 
Mstep: Class 11 contains 18606 members 
Mstep: Class 12 contains 76803 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 37122 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166056 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37475 members 
Mstep: Class 20 contains 41051 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046560.000000 Penalty: 72245.875000
Iteration 288Q: 22 clusters Score -1.470466e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21877 members 
Mstep: Class 3 contains 122407 members 
Mstep: Class 4 contains 57094 members 
Mstep: Class 5 contains 93167 members 
Mstep: Class 6 contains 117888 members 
Mstep: Class 7 contains 94077 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154649 members 
Mstep: Class 11 contains 18609 members 
Mstep: Class 12 contains 76802 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 37124 members 
Mstep: Class 16 contains 3931 members 
Mstep: Class 17 contains 166055 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37479 members 
Mstep: Class 20 contains 41051 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046544.000000 Penalty: 72245.875000
Iteration 289Q: 22 clusters Score -1.470465e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 122417 members 
Mstep: Class 4 contains 57096 members 
Mstep: Class 5 contains 93146 members 
Mstep: Class 6 contains 117888 members 
Mstep: Class 7 contains 94071 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154648 members 
Mstep: Class 11 contains 18609 members 
Mstep: Class 12 contains 76806 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 37125 members 
Mstep: Class 16 contains 3931 members 
Mstep: Class 17 contains 166054 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37486 members 
Mstep: Class 20 contains 41048 members 
Mstep: Class 21 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046512.000000 Penalty: 72245.875000
Iteration 290Q: 22 clusters Score -1.470465e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21893 members 
Mstep: Class 3 contains 122427 members 
Mstep: Class 4 contains 57098 members 
Mstep: Class 5 contains 93132 members 
Mstep: Class 6 contains 117889 members 
Mstep: Class 7 contains 94064 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154643 members 
Mstep: Class 11 contains 18610 members 
Mstep: Class 12 contains 76807 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 37125 members 
Mstep: Class 16 contains 3931 members 
Mstep: Class 17 contains 166053 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37491 members 
Mstep: Class 20 contains 41048 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046576.000000 Penalty: 72245.875000
Iteration 291Q: 22 clusters Score -1.470466e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21900 members 
Mstep: Class 3 contains 122436 members 
Mstep: Class 4 contains 57098 members 
Mstep: Class 5 contains 93121 members 
Mstep: Class 6 contains 117887 members 
Mstep: Class 7 contains 94061 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154640 members 
Mstep: Class 11 contains 18610 members 
Mstep: Class 12 contains 76812 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 37127 members 
Mstep: Class 16 contains 3931 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37494 members 
Mstep: Class 20 contains 41045 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046544.000000 Penalty: 72245.875000
Iteration 292Q: 22 clusters Score -1.470465e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21908 members 
Mstep: Class 3 contains 122443 members 
Mstep: Class 4 contains 57103 members 
Mstep: Class 5 contains 93100 members 
Mstep: Class 6 contains 117889 members 
Mstep: Class 7 contains 94050 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154637 members 
Mstep: Class 11 contains 18612 members 
Mstep: Class 12 contains 76820 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5331 members 
Mstep: Class 15 contains 37127 members 
Mstep: Class 16 contains 3931 members 
Mstep: Class 17 contains 166052 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37496 members 
Mstep: Class 20 contains 41045 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046608.000000 Penalty: 72245.875000
Iteration 293Q: 22 clusters Score -1.470466e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21920 members 
Mstep: Class 3 contains 122457 members 
Mstep: Class 4 contains 57105 members 
Mstep: Class 5 contains 93078 members 
Mstep: Class 6 contains 117891 members 
Mstep: Class 7 contains 94043 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154636 members 
Mstep: Class 11 contains 18611 members 
Mstep: Class 12 contains 76828 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5326 members 
Mstep: Class 15 contains 37126 members 
Mstep: Class 16 contains 3931 members 
Mstep: Class 17 contains 166049 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37498 members 
Mstep: Class 20 contains 41045 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046624.000000 Penalty: 72245.875000
Iteration 294Q: 22 clusters Score -1.470466e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21927 members 
Mstep: Class 3 contains 122472 members 
Mstep: Class 4 contains 57103 members 
Mstep: Class 5 contains 93056 members 
Mstep: Class 6 contains 117889 members 
Mstep: Class 7 contains 94041 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154635 members 
Mstep: Class 11 contains 18610 members 
Mstep: Class 12 contains 76837 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5321 members 
Mstep: Class 15 contains 37126 members 
Mstep: Class 16 contains 3931 members 
Mstep: Class 17 contains 166049 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37503 members 
Mstep: Class 20 contains 41044 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046672.000000 Penalty: 72245.875000
Iteration 295Q: 22 clusters Score -1.470467e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21928 members 
Mstep: Class 3 contains 122485 members 
Mstep: Class 4 contains 57104 members 
Mstep: Class 5 contains 93037 members 
Mstep: Class 6 contains 117889 members 
Mstep: Class 7 contains 94040 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154637 members 
Mstep: Class 11 contains 18612 members 
Mstep: Class 12 contains 76840 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5319 members 
Mstep: Class 15 contains 37126 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166044 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37508 members 
Mstep: Class 20 contains 41043 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046672.000000 Penalty: 72245.875000
Iteration 296Q: 22 clusters Score -1.470467e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21935 members 
Mstep: Class 3 contains 122498 members 
Mstep: Class 4 contains 57102 members 
Mstep: Class 5 contains 93018 members 
Mstep: Class 6 contains 117896 members 
Mstep: Class 7 contains 94038 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154635 members 
Mstep: Class 11 contains 18613 members 
Mstep: Class 12 contains 76844 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 37127 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166042 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37508 members 
Mstep: Class 20 contains 41040 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046688.000000 Penalty: 72245.875000
Iteration 297Q: 22 clusters Score -1.470467e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21945 members 
Mstep: Class 3 contains 122508 members 
Mstep: Class 4 contains 57104 members 
Mstep: Class 5 contains 92985 members 
Mstep: Class 6 contains 117899 members 
Mstep: Class 7 contains 94042 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154629 members 
Mstep: Class 11 contains 18613 members 
Mstep: Class 12 contains 76846 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 37128 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166046 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37516 members 
Mstep: Class 20 contains 41039 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046752.000000 Penalty: 72245.875000
Iteration 298Q: 22 clusters Score -1.470468e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21957 members 
Mstep: Class 3 contains 122512 members 
Mstep: Class 4 contains 57106 members 
Mstep: Class 5 contains 92974 members 
Mstep: Class 6 contains 117903 members 
Mstep: Class 7 contains 94039 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154621 members 
Mstep: Class 11 contains 18611 members 
Mstep: Class 12 contains 76849 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5309 members 
Mstep: Class 15 contains 37130 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166044 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37521 members 
Mstep: Class 20 contains 41039 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046752.000000 Penalty: 72245.875000
Iteration 299Q: 22 clusters Score -1.470468e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21967 members 
Mstep: Class 3 contains 122517 members 
Mstep: Class 4 contains 57110 members 
Mstep: Class 5 contains 92957 members 
Mstep: Class 6 contains 117906 members 
Mstep: Class 7 contains 94030 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154623 members 
Mstep: Class 11 contains 18610 members 
Mstep: Class 12 contains 76858 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5306 members 
Mstep: Class 15 contains 37130 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166042 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37522 members 
Mstep: Class 20 contains 41038 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046672.000000 Penalty: 72245.875000
Iteration 300F: 22 clusters Score -1.470467e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21972 members 
Mstep: Class 3 contains 122517 members 
Mstep: Class 4 contains 57112 members 
Mstep: Class 5 contains 92939 members 
Mstep: Class 6 contains 117911 members 
Mstep: Class 7 contains 94024 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154624 members 
Mstep: Class 11 contains 18611 members 
Mstep: Class 12 contains 76862 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5305 members 
Mstep: Class 15 contains 37131 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166045 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37526 members 
Mstep: Class 20 contains 41037 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046784.000000 Penalty: 72245.875000
Iteration 301Q: 22 clusters Score -1.470468e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21977 members 
Mstep: Class 3 contains 122526 members 
Mstep: Class 4 contains 57114 members 
Mstep: Class 5 contains 92915 members 
Mstep: Class 6 contains 117918 members 
Mstep: Class 7 contains 94021 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154628 members 
Mstep: Class 11 contains 18611 members 
Mstep: Class 12 contains 76863 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5305 members 
Mstep: Class 15 contains 37131 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166043 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37529 members 
Mstep: Class 20 contains 41035 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046800.000000 Penalty: 72245.875000
Iteration 302Q: 22 clusters Score -1.470468e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21984 members 
Mstep: Class 3 contains 122538 members 
Mstep: Class 4 contains 57113 members 
Mstep: Class 5 contains 92881 members 
Mstep: Class 6 contains 117927 members 
Mstep: Class 7 contains 94015 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154624 members 
Mstep: Class 11 contains 18612 members 
Mstep: Class 12 contains 76866 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5305 members 
Mstep: Class 15 contains 37130 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166053 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37533 members 
Mstep: Class 20 contains 41035 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046672.000000 Penalty: 72245.875000
Iteration 303Q: 22 clusters Score -1.470467e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21999 members 
Mstep: Class 3 contains 122542 members 
Mstep: Class 4 contains 57114 members 
Mstep: Class 5 contains 92854 members 
Mstep: Class 6 contains 117924 members 
Mstep: Class 7 contains 94022 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154622 members 
Mstep: Class 11 contains 18613 members 
Mstep: Class 12 contains 76868 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5305 members 
Mstep: Class 15 contains 37129 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166055 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37534 members 
Mstep: Class 20 contains 41035 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046624.000000 Penalty: 72245.875000
Iteration 304Q: 22 clusters Score -1.470466e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22005 members 
Mstep: Class 3 contains 122557 members 
Mstep: Class 4 contains 57117 members 
Mstep: Class 5 contains 92828 members 
Mstep: Class 6 contains 117922 members 
Mstep: Class 7 contains 94026 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154615 members 
Mstep: Class 11 contains 18612 members 
Mstep: Class 12 contains 76871 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5305 members 
Mstep: Class 15 contains 37130 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166055 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37535 members 
Mstep: Class 20 contains 41037 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046592.000000 Penalty: 72245.875000
Iteration 305Q: 22 clusters Score -1.470466e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22014 members 
Mstep: Class 3 contains 122564 members 
Mstep: Class 4 contains 57118 members 
Mstep: Class 5 contains 92800 members 
Mstep: Class 6 contains 117924 members 
Mstep: Class 7 contains 94023 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154615 members 
Mstep: Class 11 contains 18614 members 
Mstep: Class 12 contains 76875 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5305 members 
Mstep: Class 15 contains 37131 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166058 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37536 members 
Mstep: Class 20 contains 41038 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046704.000000 Penalty: 72245.875000
Iteration 306Q: 22 clusters Score -1.470467e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22019 members 
Mstep: Class 3 contains 122579 members 
Mstep: Class 4 contains 57118 members 
Mstep: Class 5 contains 92782 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 94020 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154613 members 
Mstep: Class 11 contains 18613 members 
Mstep: Class 12 contains 76875 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5305 members 
Mstep: Class 15 contains 37132 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166057 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37538 members 
Mstep: Class 20 contains 41039 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046704.000000 Penalty: 72245.875000
Iteration 307Q: 22 clusters Score -1.470467e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22022 members 
Mstep: Class 3 contains 122600 members 
Mstep: Class 4 contains 57119 members 
Mstep: Class 5 contains 92763 members 
Mstep: Class 6 contains 117928 members 
Mstep: Class 7 contains 94020 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154606 members 
Mstep: Class 11 contains 18608 members 
Mstep: Class 12 contains 76879 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166057 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37535 members 
Mstep: Class 20 contains 41038 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046688.000000 Penalty: 72245.875000
Iteration 308Q: 22 clusters Score -1.470467e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22022 members 
Mstep: Class 3 contains 122613 members 
Mstep: Class 4 contains 57120 members 
Mstep: Class 5 contains 92750 members 
Mstep: Class 6 contains 117926 members 
Mstep: Class 7 contains 94020 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154608 members 
Mstep: Class 11 contains 18609 members 
Mstep: Class 12 contains 76880 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 166053 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37535 members 
Mstep: Class 20 contains 41038 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046800.000000 Penalty: 72245.875000
Iteration 309Q: 22 clusters Score -1.470468e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22023 members 
Mstep: Class 3 contains 122632 members 
Mstep: Class 4 contains 57120 members 
Mstep: Class 5 contains 92730 members 
Mstep: Class 6 contains 117920 members 
Mstep: Class 7 contains 94030 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154608 members 
Mstep: Class 11 contains 18606 members 
Mstep: Class 12 contains 76884 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166048 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37535 members 
Mstep: Class 20 contains 41037 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046816.000000 Penalty: 72245.875000
Iteration 310Q: 22 clusters Score -1.470468e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22023 members 
Mstep: Class 3 contains 122649 members 
Mstep: Class 4 contains 57119 members 
Mstep: Class 5 contains 92714 members 
Mstep: Class 6 contains 117918 members 
Mstep: Class 7 contains 94032 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154612 members 
Mstep: Class 11 contains 18604 members 
Mstep: Class 12 contains 76886 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166041 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37537 members 
Mstep: Class 20 contains 41036 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046832.000000 Penalty: 72245.875000
Iteration 311Q: 22 clusters Score -1.470468e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22025 members 
Mstep: Class 3 contains 122660 members 
Mstep: Class 4 contains 57125 members 
Mstep: Class 5 contains 92690 members 
Mstep: Class 6 contains 117919 members 
Mstep: Class 7 contains 94031 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154610 members 
Mstep: Class 11 contains 18606 members 
Mstep: Class 12 contains 76890 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 3935 members 
Mstep: Class 17 contains 166042 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37537 members 
Mstep: Class 20 contains 41036 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046816.000000 Penalty: 72245.875000
Iteration 312Q: 22 clusters Score -1.470468e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22028 members 
Mstep: Class 3 contains 122675 members 
Mstep: Class 4 contains 57127 members 
Mstep: Class 5 contains 92668 members 
Mstep: Class 6 contains 117916 members 
Mstep: Class 7 contains 94033 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154609 members 
Mstep: Class 11 contains 18606 members 
Mstep: Class 12 contains 76892 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166040 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37542 members 
Mstep: Class 20 contains 41036 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046800.000000 Penalty: 72245.875000
Iteration 313Q: 22 clusters Score -1.470468e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22032 members 
Mstep: Class 3 contains 122692 members 
Mstep: Class 4 contains 57126 members 
Mstep: Class 5 contains 92640 members 
Mstep: Class 6 contains 117917 members 
Mstep: Class 7 contains 94036 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154612 members 
Mstep: Class 11 contains 18606 members 
Mstep: Class 12 contains 76894 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166039 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37542 members 
Mstep: Class 20 contains 41036 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046784.000000 Penalty: 72245.875000
Iteration 314Q: 22 clusters Score -1.470468e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22035 members 
Mstep: Class 3 contains 122714 members 
Mstep: Class 4 contains 57125 members 
Mstep: Class 5 contains 92624 members 
Mstep: Class 6 contains 117919 members 
Mstep: Class 7 contains 94034 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154610 members 
Mstep: Class 11 contains 18603 members 
Mstep: Class 12 contains 76891 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166038 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37542 members 
Mstep: Class 20 contains 41036 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046800.000000 Penalty: 72245.875000
Iteration 315Q: 22 clusters Score -1.470468e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22036 members 
Mstep: Class 3 contains 122742 members 
Mstep: Class 4 contains 57126 members 
Mstep: Class 5 contains 92604 members 
Mstep: Class 6 contains 117914 members 
Mstep: Class 7 contains 94034 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154607 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 76889 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 37135 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166042 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37542 members 
Mstep: Class 20 contains 41035 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046768.000000 Penalty: 72245.875000
Iteration 316Q: 22 clusters Score -1.470468e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22038 members 
Mstep: Class 3 contains 122772 members 
Mstep: Class 4 contains 57126 members 
Mstep: Class 5 contains 92588 members 
Mstep: Class 6 contains 117912 members 
Mstep: Class 7 contains 94030 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154606 members 
Mstep: Class 11 contains 18593 members 
Mstep: Class 12 contains 76888 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166043 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37543 members 
Mstep: Class 20 contains 41032 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046784.000000 Penalty: 72245.875000
Iteration 317Q: 22 clusters Score -1.470468e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22040 members 
Mstep: Class 3 contains 122804 members 
Mstep: Class 4 contains 57126 members 
Mstep: Class 5 contains 92564 members 
Mstep: Class 6 contains 117904 members 
Mstep: Class 7 contains 94031 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154602 members 
Mstep: Class 11 contains 18591 members 
Mstep: Class 12 contains 76892 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166044 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37544 members 
Mstep: Class 20 contains 41031 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046864.000000 Penalty: 72245.875000
Iteration 318Q: 22 clusters Score -1.470469e+08 nChanged 111
Entering ConstructFrom: 
Score: -147046864.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -104116.937500 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -104116.9 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 412 members 
Entering Unmasked Estep 
Score: -102323.343750 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -102323.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -102678.140625 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -102678.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -102873.484375 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -102873.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103103.359375 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -103103.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -103373.578125 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -103373.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -103607.109375 Penalty: 3347.965820
	Iteration 5F: 3 clusters Score -103607.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -103728.453125 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -103728.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -103795.843750 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -103795.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -103887.164062 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -103887.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -103965.539062 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -103965.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -104069.046875 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -104069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -104210.500000 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -104210.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -104368.234375 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -104368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -104393.375000 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -104393.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -104405.257812 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -104405.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -104421.304688 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -104421.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -104427.156250 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -104427.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -104431.453125 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -104431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -104431.453125 Penalty: 3347.965820
	Iteration 18F: 3 clusters Score -104431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22041 members 
Mstep: Class 3 contains 122823 members 
Mstep: Class 4 contains 57127 members 
Mstep: Class 5 contains 92553 members 
Mstep: Class 6 contains 117899 members 
Mstep: Class 7 contains 94023 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154599 members 
Mstep: Class 11 contains 18591 members 
Mstep: Class 12 contains 76898 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5306 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166045 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37546 members 
Mstep: Class 20 contains 41028 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 203 members 
Entering Unmasked Estep 
Score: -147045296.000000 Penalty: 75686.148438
Splitting cluster 1 changes total score from -147046864.000000 to -147045296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Entering Unmasked Estep 
Score: -3141164.750000 Penalty: 2480.163574
	Iteration 0F: 2 clusters Score -3141165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3125817.500000 Penalty: 4960.327148
	Iteration 0F: 3 clusters Score -3125818 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3131072.250000 Penalty: 4960.327148
	Iteration 1F: 3 clusters Score -3131072 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3131517.500000 Penalty: 4960.327148
	Iteration 2F: 3 clusters Score -3131518 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3131930.500000 Penalty: 4960.327148
	Iteration 3Q: 3 clusters Score -3131930 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3132401.250000 Penalty: 4960.327148
	Iteration 4Q: 3 clusters Score -3132401 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3132974.250000 Penalty: 4960.327148
	Iteration 5Q: 3 clusters Score -3132974 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -3133593.500000 Penalty: 4960.327148
	Iteration 6F: 3 clusters Score -3133594 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3134205.500000 Penalty: 4960.327148
	Iteration 7F: 3 clusters Score -3134206 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3134811.750000 Penalty: 4960.327148
	Iteration 8F: 3 clusters Score -3134812 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3135465.750000 Penalty: 4960.327148
	Iteration 9F: 3 clusters Score -3135466 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3136155.000000 Penalty: 4960.327148
	Iteration 10F: 3 clusters Score -3136155 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3136761.750000 Penalty: 4960.327148
	Iteration 11Q: 3 clusters Score -3136762 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3137220.500000 Penalty: 4960.327148
	Iteration 12Q: 3 clusters Score -3137220 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3137506.750000 Penalty: 4960.327148
	Iteration 13Q: 3 clusters Score -3137507 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3137674.750000 Penalty: 4960.327148
	Iteration 14Q: 3 clusters Score -3137675 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3137772.000000 Penalty: 4960.327148
	Iteration 15Q: 3 clusters Score -3137772 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3137839.750000 Penalty: 4960.327148
	Iteration 16Q: 3 clusters Score -3137840 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3137893.500000 Penalty: 4960.327148
	Iteration 17Q: 3 clusters Score -3137894 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3137960.500000 Penalty: 4960.327148
	Iteration 18Q: 3 clusters Score -3137960 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3138010.500000 Penalty: 4960.327148
	Iteration 19Q: 3 clusters Score -3138010 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3138076.250000 Penalty: 4960.327148
	Iteration 20F: 3 clusters Score -3138076 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3138124.250000 Penalty: 4960.327148
	Iteration 21Q: 3 clusters Score -3138124 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3138184.750000 Penalty: 4960.327148
	Iteration 22Q: 3 clusters Score -3138185 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3138231.000000 Penalty: 4960.327148
	Iteration 23Q: 3 clusters Score -3138231 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3138276.000000 Penalty: 4960.327148
	Iteration 24Q: 3 clusters Score -3138276 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3138319.250000 Penalty: 4960.327148
	Iteration 25Q: 3 clusters Score -3138319 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -3138356.500000 Penalty: 4960.327148
	Iteration 26Q: 3 clusters Score -3138356 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3138398.000000 Penalty: 4960.327148
	Iteration 27Q: 3 clusters Score -3138398 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3138436.500000 Penalty: 4960.327148
	Iteration 28Q: 3 clusters Score -3138436 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3138481.750000 Penalty: 4960.327148
	Iteration 29Q: 3 clusters Score -3138482 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3138524.000000 Penalty: 4960.327148
	Iteration 30Q: 3 clusters Score -3138524 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3138565.500000 Penalty: 4960.327148
	Iteration 31Q: 3 clusters Score -3138566 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3138607.000000 Penalty: 4960.327148
	Iteration 32Q: 3 clusters Score -3138607 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3138640.500000 Penalty: 4960.327148
	Iteration 33Q: 3 clusters Score -3138640 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3138667.500000 Penalty: 4960.327148
	Iteration 34Q: 3 clusters Score -3138668 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3138716.250000 Penalty: 4960.327148
	Iteration 35Q: 3 clusters Score -3138716 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3138763.250000 Penalty: 4960.327148
	Iteration 36Q: 3 clusters Score -3138763 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3138806.000000 Penalty: 4960.327148
	Iteration 37Q: 3 clusters Score -3138806 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3138837.500000 Penalty: 4960.327148
	Iteration 38Q: 3 clusters Score -3138838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3138868.750000 Penalty: 4960.327148
	Iteration 39Q: 3 clusters Score -3138869 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3138910.000000 Penalty: 4960.327148
	Iteration 40F: 3 clusters Score -3138910 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3138937.750000 Penalty: 4960.327148
	Iteration 41Q: 3 clusters Score -3138938 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3138969.500000 Penalty: 4960.327148
	Iteration 42Q: 3 clusters Score -3138970 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3138992.250000 Penalty: 4960.327148
	Iteration 43Q: 3 clusters Score -3138992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3139023.000000 Penalty: 4960.327148
	Iteration 44Q: 3 clusters Score -3139023 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3139052.500000 Penalty: 4960.327148
	Iteration 45Q: 3 clusters Score -3139052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3139090.250000 Penalty: 4960.327148
	Iteration 46Q: 3 clusters Score -3139090 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3139103.750000 Penalty: 4960.327148
	Iteration 47Q: 3 clusters Score -3139104 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3139118.750000 Penalty: 4960.327148
	Iteration 48Q: 3 clusters Score -3139119 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3139140.750000 Penalty: 4960.327148
	Iteration 49Q: 3 clusters Score -3139141 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3139163.000000 Penalty: 4960.327148
	Iteration 50Q: 3 clusters Score -3139163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3139182.250000 Penalty: 4960.327148
	Iteration 51Q: 3 clusters Score -3139182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -3139197.500000 Penalty: 4960.327148
	Iteration 52Q: 3 clusters Score -3139198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -3139219.750000 Penalty: 4960.327148
	Iteration 53Q: 3 clusters Score -3139220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3139231.500000 Penalty: 4960.327148
	Iteration 54Q: 3 clusters Score -3139232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3139249.000000 Penalty: 4960.327148
	Iteration 55Q: 3 clusters Score -3139249 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3139264.000000 Penalty: 4960.327148
	Iteration 56Q: 3 clusters Score -3139264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -3139282.500000 Penalty: 4960.327148
	Iteration 57Q: 3 clusters Score -3139282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3139307.000000 Penalty: 4960.327148
	Iteration 58Q: 3 clusters Score -3139307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3139322.000000 Penalty: 4960.327148
	Iteration 59Q: 3 clusters Score -3139322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3139340.500000 Penalty: 4960.327148
	Iteration 60F: 3 clusters Score -3139340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3139355.500000 Penalty: 4960.327148
	Iteration 61Q: 3 clusters Score -3139356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3139359.500000 Penalty: 4960.327148
	Iteration 62Q: 3 clusters Score -3139360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3139375.750000 Penalty: 4960.327148
	Iteration 63Q: 3 clusters Score -3139376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3139383.500000 Penalty: 4960.327148
	Iteration 64Q: 3 clusters Score -3139384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3139394.000000 Penalty: 4960.327148
	Iteration 65Q: 3 clusters Score -3139394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3139402.250000 Penalty: 4960.327148
	Iteration 66Q: 3 clusters Score -3139402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3139408.750000 Penalty: 4960.327148
	Iteration 67Q: 3 clusters Score -3139409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3139419.500000 Penalty: 4960.327148
	Iteration 68Q: 3 clusters Score -3139420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3139428.250000 Penalty: 4960.327148
	Iteration 69Q: 3 clusters Score -3139428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3139433.250000 Penalty: 4960.327148
	Iteration 70Q: 3 clusters Score -3139433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3139437.000000 Penalty: 4960.327148
	Iteration 71Q: 3 clusters Score -3139437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3139445.750000 Penalty: 4960.327148
	Iteration 72Q: 3 clusters Score -3139446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -3139443.500000 Penalty: 4960.327148
	Iteration 73Q: 3 clusters Score -3139444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3139456.250000 Penalty: 4960.327148
	Iteration 74Q: 3 clusters Score -3139456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3139466.250000 Penalty: 4960.327148
	Iteration 75Q: 3 clusters Score -3139466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3139469.250000 Penalty: 4960.327148
	Iteration 76Q: 3 clusters Score -3139469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3139472.750000 Penalty: 4960.327148
	Iteration 77Q: 3 clusters Score -3139473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3139481.250000 Penalty: 4960.327148
	Iteration 78Q: 3 clusters Score -3139481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -3139486.250000 Penalty: 4960.327148
	Iteration 79Q: 3 clusters Score -3139486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3139497.250000 Penalty: 4960.327148
	Iteration 80F: 3 clusters Score -3139497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3139505.000000 Penalty: 4960.327148
	Iteration 81Q: 3 clusters Score -3139505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3139503.000000 Penalty: 4960.327148
	Iteration 82Q: 3 clusters Score -3139503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3139508.500000 Penalty: 4960.327148
	Iteration 83Q: 3 clusters Score -3139508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3139506.750000 Penalty: 4960.327148
	Iteration 84Q: 3 clusters Score -3139507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3139510.750000 Penalty: 4960.327148
	Iteration 85Q: 3 clusters Score -3139511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3139514.750000 Penalty: 4960.327148
	Iteration 86Q: 3 clusters Score -3139515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3139515.750000 Penalty: 4960.327148
	Iteration 87Q: 3 clusters Score -3139516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3139518.000000 Penalty: 4960.327148
	Iteration 88Q: 3 clusters Score -3139518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3139515.750000 Penalty: 4960.327148
	Iteration 89Q: 3 clusters Score -3139516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3139518.000000 Penalty: 4960.327148
	Iteration 90Q: 3 clusters Score -3139518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3139517.250000 Penalty: 4960.327148
	Iteration 91Q: 3 clusters Score -3139517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3139524.750000 Penalty: 4960.327148
	Iteration 92Q: 3 clusters Score -3139525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3139528.000000 Penalty: 4960.327148
	Iteration 93Q: 3 clusters Score -3139528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3139523.750000 Penalty: 4960.327148
	Iteration 94Q: 3 clusters Score -3139524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -3139525.000000 Penalty: 4960.327148
	Iteration 95Q: 3 clusters Score -3139525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3139524.250000 Penalty: 4960.327148
	Iteration 96Q: 3 clusters Score -3139524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3139524.000000 Penalty: 4960.327148
	Iteration 97Q: 3 clusters Score -3139524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -3139527.000000 Penalty: 4960.327148
	Iteration 98Q: 3 clusters Score -3139527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -3139527.000000 Penalty: 4960.327148
	Iteration 99F: 3 clusters Score -3139527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (122823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122823 members 
Entering Unmasked Estep 
Score: -17493050.000000 Penalty: 2906.187744
	Iteration 0F: 2 clusters Score -1.749305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -17414304.000000 Penalty: 5812.375488
	Iteration 0F: 3 clusters Score -1.74143e+07 nChanged 58503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -17447860.000000 Penalty: 5812.375488
	Iteration 1F: 3 clusters Score -1.744786e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -17448842.000000 Penalty: 5812.375488
	Iteration 2Q: 3 clusters Score -1.744884e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -17450566.000000 Penalty: 5812.375488
	Iteration 3Q: 3 clusters Score -1.745057e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -17453854.000000 Penalty: 5812.375488
	Iteration 4F: 3 clusters Score -1.745385e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -17459794.000000 Penalty: 5812.375488
	Iteration 5F: 3 clusters Score -1.745979e+07 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -17468828.000000 Penalty: 5812.375488
	Iteration 6F: 3 clusters Score -1.746883e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102068 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -17478924.000000 Penalty: 5812.375488
	Iteration 7F: 3 clusters Score -1.747892e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109676 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -17486746.000000 Penalty: 5812.375488
	Iteration 8F: 3 clusters Score -1.748675e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113424 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -17490458.000000 Penalty: 5812.375488
	Iteration 9Q: 3 clusters Score -1.749046e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115063 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -17491514.000000 Penalty: 5812.375488
	Iteration 10Q: 3 clusters Score -1.749151e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116104 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -17491834.000000 Penalty: 5812.375488
	Iteration 11Q: 3 clusters Score -1.749183e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116928 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -17492034.000000 Penalty: 5812.375488
	Iteration 12Q: 3 clusters Score -1.749203e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117604 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -17492124.000000 Penalty: 5812.375488
	Iteration 13Q: 3 clusters Score -1.749212e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118159 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -17492128.000000 Penalty: 5812.375488
	Iteration 14Q: 3 clusters Score -1.749213e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118604 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -17492200.000000 Penalty: 5812.375488
	Iteration 15Q: 3 clusters Score -1.74922e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118977 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -17492206.000000 Penalty: 5812.375488
	Iteration 16Q: 3 clusters Score -1.749221e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119292 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -17492214.000000 Penalty: 5812.375488
	Iteration 17Q: 3 clusters Score -1.749221e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119562 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -17492244.000000 Penalty: 5812.375488
	Iteration 18Q: 3 clusters Score -1.749224e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119748 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -17492168.000000 Penalty: 5812.375488
	Iteration 19Q: 3 clusters Score -1.749217e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119892 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -17492170.000000 Penalty: 5812.375488
	Iteration 20F: 3 clusters Score -1.749217e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120027 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -17492166.000000 Penalty: 5812.375488
	Iteration 21Q: 3 clusters Score -1.749217e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120156 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -17492142.000000 Penalty: 5812.375488
	Iteration 22Q: 3 clusters Score -1.749214e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120262 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -17492144.000000 Penalty: 5812.375488
	Iteration 23Q: 3 clusters Score -1.749214e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120348 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -17492144.000000 Penalty: 5812.375488
	Iteration 24Q: 3 clusters Score -1.749214e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120432 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -17492136.000000 Penalty: 5812.375488
	Iteration 25Q: 3 clusters Score -1.749214e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120505 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -17492122.000000 Penalty: 5812.375488
	Iteration 26Q: 3 clusters Score -1.749212e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120559 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -17492086.000000 Penalty: 5812.375488
	Iteration 27Q: 3 clusters Score -1.749209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120596 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -17492100.000000 Penalty: 5812.375488
	Iteration 28Q: 3 clusters Score -1.74921e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120624 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -17492092.000000 Penalty: 5812.375488
	Iteration 29Q: 3 clusters Score -1.749209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120646 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -17492084.000000 Penalty: 5812.375488
	Iteration 30Q: 3 clusters Score -1.749208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120667 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -17492080.000000 Penalty: 5812.375488
	Iteration 31Q: 3 clusters Score -1.749208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120685 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -17492096.000000 Penalty: 5812.375488
	Iteration 32Q: 3 clusters Score -1.74921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120701 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -17492080.000000 Penalty: 5812.375488
	Iteration 33Q: 3 clusters Score -1.749208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120728 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -17492090.000000 Penalty: 5812.375488
	Iteration 34Q: 3 clusters Score -1.749209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120748 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -17492074.000000 Penalty: 5812.375488
	Iteration 35Q: 3 clusters Score -1.749207e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120771 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -17492066.000000 Penalty: 5812.375488
	Iteration 36Q: 3 clusters Score -1.749207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120787 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -17492078.000000 Penalty: 5812.375488
	Iteration 37Q: 3 clusters Score -1.749208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120801 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -17492072.000000 Penalty: 5812.375488
	Iteration 38Q: 3 clusters Score -1.749207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -17492064.000000 Penalty: 5812.375488
	Iteration 39Q: 3 clusters Score -1.749206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -17492062.000000 Penalty: 5812.375488
	Iteration 40F: 3 clusters Score -1.749206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120822 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -17492060.000000 Penalty: 5812.375488
	Iteration 41Q: 3 clusters Score -1.749206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120831 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -17492058.000000 Penalty: 5812.375488
	Iteration 42Q: 3 clusters Score -1.749206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120838 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -17492044.000000 Penalty: 5812.375488
	Iteration 43Q: 3 clusters Score -1.749204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120847 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -17492038.000000 Penalty: 5812.375488
	Iteration 44Q: 3 clusters Score -1.749204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120854 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -17492042.000000 Penalty: 5812.375488
	Iteration 45Q: 3 clusters Score -1.749204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120858 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -17492048.000000 Penalty: 5812.375488
	Iteration 46Q: 3 clusters Score -1.749205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120865 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -17492058.000000 Penalty: 5812.375488
	Iteration 47Q: 3 clusters Score -1.749206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120873 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -17492062.000000 Penalty: 5812.375488
	Iteration 48Q: 3 clusters Score -1.749206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120874 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -17492062.000000 Penalty: 5812.375488
	Iteration 49Q: 3 clusters Score -1.749206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120874 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -17492062.000000 Penalty: 5812.375488
	Iteration 50F: 3 clusters Score -1.749206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Entering Unmasked Estep 
Score: -8155304.000000 Penalty: 2716.352051
	Iteration 0F: 2 clusters Score -8155304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -8116979.500000 Penalty: 5432.704102
	Iteration 0F: 3 clusters Score -8116980 nChanged 26508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -8131708.000000 Penalty: 5432.704102
	Iteration 1F: 3 clusters Score -8131708 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -8132285.500000 Penalty: 5432.704102
	Iteration 2Q: 3 clusters Score -8132286 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -8132859.500000 Penalty: 5432.704102
	Iteration 3Q: 3 clusters Score -8132860 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -8133364.500000 Penalty: 5432.704102
	Iteration 4Q: 3 clusters Score -8133364 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -8133840.000000 Penalty: 5432.704102
	Iteration 5Q: 3 clusters Score -8133840 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -8134401.000000 Penalty: 5432.704102
	Iteration 6Q: 3 clusters Score -8134401 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -8134928.500000 Penalty: 5432.704102
	Iteration 7Q: 3 clusters Score -8134928 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -8135541.500000 Penalty: 5432.704102
	Iteration 8Q: 3 clusters Score -8135542 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -8136457.000000 Penalty: 5432.704102
	Iteration 9Q: 3 clusters Score -8136457 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -8137600.500000 Penalty: 5432.704102
	Iteration 10Q: 3 clusters Score -8137600 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -8139208.000000 Penalty: 5432.704102
	Iteration 11F: 3 clusters Score -8139208 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -8141273.000000 Penalty: 5432.704102
	Iteration 12F: 3 clusters Score -8141273 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -8143307.500000 Penalty: 5432.704102
	Iteration 13F: 3 clusters Score -8143308 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -8145176.000000 Penalty: 5432.704102
	Iteration 14Q: 3 clusters Score -8145176 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -8146533.000000 Penalty: 5432.704102
	Iteration 15Q: 3 clusters Score -8146533 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -8147343.500000 Penalty: 5432.704102
	Iteration 16Q: 3 clusters Score -8147344 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -8147997.000000 Penalty: 5432.704102
	Iteration 17Q: 3 clusters Score -8147997 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -8148448.500000 Penalty: 5432.704102
	Iteration 18Q: 3 clusters Score -8148448 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -8148905.500000 Penalty: 5432.704102
	Iteration 19Q: 3 clusters Score -8148906 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -8149343.500000 Penalty: 5432.704102
	Iteration 20F: 3 clusters Score -8149344 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -8149704.000000 Penalty: 5432.704102
	Iteration 21Q: 3 clusters Score -8149704 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -8150064.000000 Penalty: 5432.704102
	Iteration 22Q: 3 clusters Score -8150064 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -8150467.000000 Penalty: 5432.704102
	Iteration 23Q: 3 clusters Score -8150467 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -8150830.000000 Penalty: 5432.704102
	Iteration 24Q: 3 clusters Score -8150830 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -8151108.500000 Penalty: 5432.704102
	Iteration 25Q: 3 clusters Score -8151108 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -8151373.000000 Penalty: 5432.704102
	Iteration 26Q: 3 clusters Score -8151373 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -8151700.000000 Penalty: 5432.704102
	Iteration 27Q: 3 clusters Score -8151700 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -8151930.500000 Penalty: 5432.704102
	Iteration 28Q: 3 clusters Score -8151930 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -8152122.000000 Penalty: 5432.704102
	Iteration 29Q: 3 clusters Score -8152122 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -8152325.500000 Penalty: 5432.704102
	Iteration 30Q: 3 clusters Score -8152326 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -8152471.500000 Penalty: 5432.704102
	Iteration 31Q: 3 clusters Score -8152472 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8152542.000000 Penalty: 5432.704102
	Iteration 32Q: 3 clusters Score -8152542 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8152607.500000 Penalty: 5432.704102
	Iteration 33Q: 3 clusters Score -8152608 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8152687.500000 Penalty: 5432.704102
	Iteration 34Q: 3 clusters Score -8152688 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8152750.500000 Penalty: 5432.704102
	Iteration 35Q: 3 clusters Score -8152750 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8152806.000000 Penalty: 5432.704102
	Iteration 36Q: 3 clusters Score -8152806 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8152862.500000 Penalty: 5432.704102
	Iteration 37Q: 3 clusters Score -8152862 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8152887.000000 Penalty: 5432.704102
	Iteration 38Q: 3 clusters Score -8152887 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8152946.500000 Penalty: 5432.704102
	Iteration 39Q: 3 clusters Score -8152946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8152976.500000 Penalty: 5432.704102
	Iteration 40F: 3 clusters Score -8152976 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8153007.000000 Penalty: 5432.704102
	Iteration 41Q: 3 clusters Score -8153007 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8153040.500000 Penalty: 5432.704102
	Iteration 42Q: 3 clusters Score -8153040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8153060.000000 Penalty: 5432.704102
	Iteration 43Q: 3 clusters Score -8153060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8153078.000000 Penalty: 5432.704102
	Iteration 44Q: 3 clusters Score -8153078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8153081.500000 Penalty: 5432.704102
	Iteration 45Q: 3 clusters Score -8153082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8153099.000000 Penalty: 5432.704102
	Iteration 46Q: 3 clusters Score -8153099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8153088.000000 Penalty: 5432.704102
	Iteration 47Q: 3 clusters Score -8153088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8153114.500000 Penalty: 5432.704102
	Iteration 48Q: 3 clusters Score -8153114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8153127.000000 Penalty: 5432.704102
	Iteration 49Q: 3 clusters Score -8153127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8153125.500000 Penalty: 5432.704102
	Iteration 50Q: 3 clusters Score -8153126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8153136.500000 Penalty: 5432.704102
	Iteration 51Q: 3 clusters Score -8153136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8153134.500000 Penalty: 5432.704102
	Iteration 52Q: 3 clusters Score -8153134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8153146.000000 Penalty: 5432.704102
	Iteration 53Q: 3 clusters Score -8153146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8153136.500000 Penalty: 5432.704102
	Iteration 54Q: 3 clusters Score -8153136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8153142.500000 Penalty: 5432.704102
	Iteration 55Q: 3 clusters Score -8153142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8153142.500000 Penalty: 5432.704102
	Iteration 56Q: 3 clusters Score -8153142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8153149.000000 Penalty: 5432.704102
	Iteration 57Q: 3 clusters Score -8153149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8153145.500000 Penalty: 5432.704102
	Iteration 58Q: 3 clusters Score -8153146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8153145.500000 Penalty: 5432.704102
	Iteration 59Q: 3 clusters Score -8153146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8153153.500000 Penalty: 5432.704102
	Iteration 60F: 3 clusters Score -8153154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8153152.500000 Penalty: 5432.704102
	Iteration 61Q: 3 clusters Score -8153152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8153156.500000 Penalty: 5432.704102
	Iteration 62Q: 3 clusters Score -8153156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8153162.500000 Penalty: 5432.704102
	Iteration 63Q: 3 clusters Score -8153162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8153167.000000 Penalty: 5432.704102
	Iteration 64Q: 3 clusters Score -8153167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8153164.500000 Penalty: 5432.704102
	Iteration 65Q: 3 clusters Score -8153164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8153162.000000 Penalty: 5432.704102
	Iteration 66Q: 3 clusters Score -8153162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8153168.000000 Penalty: 5432.704102
	Iteration 67Q: 3 clusters Score -8153168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8153169.000000 Penalty: 5432.704102
	Iteration 68Q: 3 clusters Score -8153169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8153169.000000 Penalty: 5432.704102
	Iteration 69F: 3 clusters Score -8153169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92553 members 
Entering Unmasked Estep 
Score: -13211954.000000 Penalty: 2836.012939
	Iteration 0F: 2 clusters Score -1.321195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -13150203.000000 Penalty: 5672.025879
	Iteration 0F: 3 clusters Score -1.31502e+07 nChanged 43585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -13174850.000000 Penalty: 5672.025879
	Iteration 1F: 3 clusters Score -1.317485e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -13175488.000000 Penalty: 5672.025879
	Iteration 2Q: 3 clusters Score -1.317549e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -13176136.000000 Penalty: 5672.025879
	Iteration 3Q: 3 clusters Score -1.317614e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -13177316.000000 Penalty: 5672.025879
	Iteration 4Q: 3 clusters Score -1.317732e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -13179094.000000 Penalty: 5672.025879
	Iteration 5Q: 3 clusters Score -1.317909e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -13182433.000000 Penalty: 5672.025879
	Iteration 6F: 3 clusters Score -1.318243e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -13187672.000000 Penalty: 5672.025879
	Iteration 7F: 3 clusters Score -1.318767e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 77541 members 
Entering Unmasked Estep 
Score: -13194791.000000 Penalty: 5672.025879
	Iteration 8F: 3 clusters Score -1.319479e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -13201753.000000 Penalty: 5672.025879
	Iteration 9F: 3 clusters Score -1.320175e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -13206476.000000 Penalty: 5672.025879
	Iteration 10F: 3 clusters Score -1.320648e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -13208427.000000 Penalty: 5672.025879
	Iteration 11Q: 3 clusters Score -1.320843e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -13209003.000000 Penalty: 5672.025879
	Iteration 12Q: 3 clusters Score -1.3209e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 92301 members 
Entering Unmasked Estep 
Score: -13209222.000000 Penalty: 5672.025879
	Iteration 13Q: 3 clusters Score -1.320922e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 92343 members 
Entering Unmasked Estep 
Score: -13209334.000000 Penalty: 5672.025879
	Iteration 14Q: 3 clusters Score -1.320933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 92352 members 
Entering Unmasked Estep 
Score: -13209367.000000 Penalty: 5672.025879
	Iteration 15Q: 3 clusters Score -1.320937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -13209392.000000 Penalty: 5672.025879
	Iteration 16Q: 3 clusters Score -1.320939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -13209394.000000 Penalty: 5672.025879
	Iteration 17Q: 3 clusters Score -1.320939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -13209406.000000 Penalty: 5672.025879
	Iteration 18Q: 3 clusters Score -1.320941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -13209413.000000 Penalty: 5672.025879
	Iteration 19Q: 3 clusters Score -1.320941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -13209413.000000 Penalty: 5672.025879
	Iteration 20F: 3 clusters Score -1.320941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (117899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117899 members 
Entering Unmasked Estep 
Score: -16721407.000000 Penalty: 2896.040771
	Iteration 0F: 2 clusters Score -1.672141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -16643422.000000 Penalty: 5792.081543
	Iteration 0F: 3 clusters Score -1.664342e+07 nChanged 56127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -16676436.000000 Penalty: 5792.081543
	Iteration 1F: 3 clusters Score -1.667644e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -16677947.000000 Penalty: 5792.081543
	Iteration 2Q: 3 clusters Score -1.667795e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -16679782.000000 Penalty: 5792.081543
	Iteration 3Q: 3 clusters Score -1.667978e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -16682720.000000 Penalty: 5792.081543
	Iteration 4F: 3 clusters Score -1.668272e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -16686975.000000 Penalty: 5792.081543
	Iteration 5F: 3 clusters Score -1.668698e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 84167 members 
Entering Unmasked Estep 
Score: -16692940.000000 Penalty: 5792.081543
	Iteration 6F: 3 clusters Score -1.669294e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 91965 members 
Entering Unmasked Estep 
Score: -16700034.000000 Penalty: 5792.081543
	Iteration 7F: 3 clusters Score -1.670003e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 99090 members 
Entering Unmasked Estep 
Score: -16706448.000000 Penalty: 5792.081543
	Iteration 8F: 3 clusters Score -1.670645e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
Score: -16711287.000000 Penalty: 5792.081543
	Iteration 9Q: 3 clusters Score -1.671129e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
Score: -16714191.000000 Penalty: 5792.081543
	Iteration 10Q: 3 clusters Score -1.671419e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -16716053.000000 Penalty: 5792.081543
	Iteration 11Q: 3 clusters Score -1.671605e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 112625 members 
Entering Unmasked Estep 
Score: -16717107.000000 Penalty: 5792.081543
	Iteration 12Q: 3 clusters Score -1.671711e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 113756 members 
Entering Unmasked Estep 
Score: -16717765.000000 Penalty: 5792.081543
	Iteration 13Q: 3 clusters Score -1.671776e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 114595 members 
Entering Unmasked Estep 
Score: -16718208.000000 Penalty: 5792.081543
	Iteration 14Q: 3 clusters Score -1.671821e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 115163 members 
Entering Unmasked Estep 
Score: -16718458.000000 Penalty: 5792.081543
	Iteration 15Q: 3 clusters Score -1.671846e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 115582 members 
Entering Unmasked Estep 
Score: -16718646.000000 Penalty: 5792.081543
	Iteration 16Q: 3 clusters Score -1.671865e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 115878 members 
Entering Unmasked Estep 
Score: -16718781.000000 Penalty: 5792.081543
	Iteration 17Q: 3 clusters Score -1.671878e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 116093 members 
Entering Unmasked Estep 
Score: -16718847.000000 Penalty: 5792.081543
	Iteration 18Q: 3 clusters Score -1.671885e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 116246 members 
Entering Unmasked Estep 
Score: -16718971.000000 Penalty: 5792.081543
	Iteration 19Q: 3 clusters Score -1.671897e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 116353 members 
Entering Unmasked Estep 
Score: -16719008.000000 Penalty: 5792.081543
	Iteration 20F: 3 clusters Score -1.671901e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 116423 members 
Entering Unmasked Estep 
Score: -16719019.000000 Penalty: 5792.081543
	Iteration 21Q: 3 clusters Score -1.671902e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 116496 members 
Entering Unmasked Estep 
Score: -16719080.000000 Penalty: 5792.081543
	Iteration 22Q: 3 clusters Score -1.671908e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 116545 members 
Entering Unmasked Estep 
Score: -16719110.000000 Penalty: 5792.081543
	Iteration 23Q: 3 clusters Score -1.671911e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 116595 members 
Entering Unmasked Estep 
Score: -16719132.000000 Penalty: 5792.081543
	Iteration 24Q: 3 clusters Score -1.671913e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -16719138.000000 Penalty: 5792.081543
	Iteration 25Q: 3 clusters Score -1.671914e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -16719147.000000 Penalty: 5792.081543
	Iteration 26Q: 3 clusters Score -1.671915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 116708 members 
Entering Unmasked Estep 
Score: -16719166.000000 Penalty: 5792.081543
	Iteration 27Q: 3 clusters Score -1.671917e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 116722 members 
Entering Unmasked Estep 
Score: -16719160.000000 Penalty: 5792.081543
	Iteration 28Q: 3 clusters Score -1.671916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 116738 members 
Entering Unmasked Estep 
Score: -16719158.000000 Penalty: 5792.081543
	Iteration 29Q: 3 clusters Score -1.671916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 116748 members 
Entering Unmasked Estep 
Score: -16719167.000000 Penalty: 5792.081543
	Iteration 30Q: 3 clusters Score -1.671917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 116757 members 
Entering Unmasked Estep 
Score: -16719171.000000 Penalty: 5792.081543
	Iteration 31Q: 3 clusters Score -1.671917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 116769 members 
Entering Unmasked Estep 
Score: -16719168.000000 Penalty: 5792.081543
	Iteration 32Q: 3 clusters Score -1.671917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -16719165.000000 Penalty: 5792.081543
	Iteration 33Q: 3 clusters Score -1.671916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 116778 members 
Entering Unmasked Estep 
Score: -16719173.000000 Penalty: 5792.081543
	Iteration 34Q: 3 clusters Score -1.671917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 116780 members 
Entering Unmasked Estep 
Score: -16719172.000000 Penalty: 5792.081543
	Iteration 35Q: 3 clusters Score -1.671917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 116782 members 
Entering Unmasked Estep 
Score: -16719168.000000 Penalty: 5792.081543
	Iteration 36Q: 3 clusters Score -1.671917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -16719166.000000 Penalty: 5792.081543
	Iteration 37Q: 3 clusters Score -1.671917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 116787 members 
Entering Unmasked Estep 
Score: -16719174.000000 Penalty: 5792.081543
	Iteration 38Q: 3 clusters Score -1.671917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 116789 members 
Entering Unmasked Estep 
Score: -16719178.000000 Penalty: 5792.081543
	Iteration 39Q: 3 clusters Score -1.671918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 116791 members 
Entering Unmasked Estep 
Score: -16719173.000000 Penalty: 5792.081543
	Iteration 40F: 3 clusters Score -1.671917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 116792 members 
Entering Unmasked Estep 
Score: -16719179.000000 Penalty: 5792.081543
	Iteration 41Q: 3 clusters Score -1.671918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 116792 members 
Entering Unmasked Estep 
Score: -16719178.000000 Penalty: 5792.081543
	Iteration 42Q: 3 clusters Score -1.671918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 116794 members 
Entering Unmasked Estep 
Score: -16719176.000000 Penalty: 5792.081543
	Iteration 43Q: 3 clusters Score -1.671918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 116796 members 
Entering Unmasked Estep 
Score: -16719187.000000 Penalty: 5792.081543
	Iteration 44Q: 3 clusters Score -1.671919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 116797 members 
Entering Unmasked Estep 
Score: -16719187.000000 Penalty: 5792.081543
	Iteration 45Q: 3 clusters Score -1.671919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 116797 members 
Entering Unmasked Estep 
Score: -16719187.000000 Penalty: 5792.081543
	Iteration 46F: 3 clusters Score -1.671919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94023 members 
Entering Unmasked Estep 
Score: -13373275.000000 Penalty: 2839.921143
	Iteration 0F: 2 clusters Score -1.337328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -13310518.000000 Penalty: 5679.842285
	Iteration 0F: 3 clusters Score -1.331052e+07 nChanged 44583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -13336121.000000 Penalty: 5679.842285
	Iteration 1F: 3 clusters Score -1.333612e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -13336897.000000 Penalty: 5679.842285
	Iteration 2Q: 3 clusters Score -1.33369e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -13337931.000000 Penalty: 5679.842285
	Iteration 3Q: 3 clusters Score -1.333793e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -13339254.000000 Penalty: 5679.842285
	Iteration 4Q: 3 clusters Score -1.333925e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -13341187.000000 Penalty: 5679.842285
	Iteration 5Q: 3 clusters Score -1.334119e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -13344480.000000 Penalty: 5679.842285
	Iteration 6F: 3 clusters Score -1.334448e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -13349381.000000 Penalty: 5679.842285
	Iteration 7F: 3 clusters Score -1.334938e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -13355894.000000 Penalty: 5679.842285
	Iteration 8F: 3 clusters Score -1.335589e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
Score: -13362304.000000 Penalty: 5679.842285
	Iteration 9F: 3 clusters Score -1.33623e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 87112 members 
Entering Unmasked Estep 
Score: -13366775.000000 Penalty: 5679.842285
	Iteration 10Q: 3 clusters Score -1.336678e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -13368991.000000 Penalty: 5679.842285
	Iteration 11Q: 3 clusters Score -1.336899e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 90163 members 
Entering Unmasked Estep 
Score: -13370008.000000 Penalty: 5679.842285
	Iteration 12Q: 3 clusters Score -1.337001e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 90688 members 
Entering Unmasked Estep 
Score: -13370521.000000 Penalty: 5679.842285
	Iteration 13Q: 3 clusters Score -1.337052e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -13370801.000000 Penalty: 5679.842285
	Iteration 14Q: 3 clusters Score -1.33708e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -13371017.000000 Penalty: 5679.842285
	Iteration 15Q: 3 clusters Score -1.337102e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -13371153.000000 Penalty: 5679.842285
	Iteration 16Q: 3 clusters Score -1.337115e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 91619 members 
Entering Unmasked Estep 
Score: -13371217.000000 Penalty: 5679.842285
	Iteration 17Q: 3 clusters Score -1.337122e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -13371301.000000 Penalty: 5679.842285
	Iteration 18Q: 3 clusters Score -1.33713e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 91794 members 
Entering Unmasked Estep 
Score: -13371360.000000 Penalty: 5679.842285
	Iteration 19Q: 3 clusters Score -1.337136e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 91837 members 
Entering Unmasked Estep 
Score: -13371383.000000 Penalty: 5679.842285
	Iteration 20F: 3 clusters Score -1.337138e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
Score: -13371396.000000 Penalty: 5679.842285
	Iteration 21Q: 3 clusters Score -1.33714e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -13371420.000000 Penalty: 5679.842285
	Iteration 22Q: 3 clusters Score -1.337142e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -13371407.000000 Penalty: 5679.842285
	Iteration 23Q: 3 clusters Score -1.337141e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 91960 members 
Entering Unmasked Estep 
Score: -13371427.000000 Penalty: 5679.842285
	Iteration 24Q: 3 clusters Score -1.337143e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -13371425.000000 Penalty: 5679.842285
	Iteration 25Q: 3 clusters Score -1.337142e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -13371430.000000 Penalty: 5679.842285
	Iteration 26Q: 3 clusters Score -1.337143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -13371442.000000 Penalty: 5679.842285
	Iteration 27Q: 3 clusters Score -1.337144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -13371444.000000 Penalty: 5679.842285
	Iteration 28Q: 3 clusters Score -1.337144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -13371446.000000 Penalty: 5679.842285
	Iteration 29Q: 3 clusters Score -1.337145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -13371451.000000 Penalty: 5679.842285
	Iteration 30Q: 3 clusters Score -1.337145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 92034 members 
Entering Unmasked Estep 
Score: -13371446.000000 Penalty: 5679.842285
	Iteration 31Q: 3 clusters Score -1.337145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -13371446.000000 Penalty: 5679.842285
	Iteration 32Q: 3 clusters Score -1.337145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -13371455.000000 Penalty: 5679.842285
	Iteration 33Q: 3 clusters Score -1.337146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 92038 members 
Entering Unmasked Estep 
Score: -13371453.000000 Penalty: 5679.842285
	Iteration 34Q: 3 clusters Score -1.337145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -13371452.000000 Penalty: 5679.842285
	Iteration 35Q: 3 clusters Score -1.337145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 92038 members 
Entering Unmasked Estep 
Score: -13371451.000000 Penalty: 5679.842285
	Iteration 36Q: 3 clusters Score -1.337145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 92038 members 
Entering Unmasked Estep 
Score: -13371451.000000 Penalty: 5679.842285
	Iteration 37F: 3 clusters Score -1.337145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -504656.250000 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -504656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -500991.468750 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -500991.5 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -501791.250000 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -501791.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -501978.187500 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -501978.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -502194.500000 Penalty: 4060.762451
	Iteration 3Q: 3 clusters Score -502194.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -502430.875000 Penalty: 4060.762451
	Iteration 4F: 3 clusters Score -502430.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -502588.593750 Penalty: 4060.762451
	Iteration 5F: 3 clusters Score -502588.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -502705.000000 Penalty: 4060.762451
	Iteration 6Q: 3 clusters Score -502705 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -502819.500000 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -502819.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -502933.437500 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -502933.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -503079.000000 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -503079 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -503230.843750 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -503230.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -503373.156250 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -503373.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -503579.593750 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -503579.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -503791.656250 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -503791.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -504036.343750 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -504036.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -504235.718750 Penalty: 4060.762451
	Iteration 15Q: 3 clusters Score -504235.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -504364.718750 Penalty: 4060.762451
	Iteration 16Q: 3 clusters Score -504364.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -504408.093750 Penalty: 4060.762451
	Iteration 17Q: 3 clusters Score -504408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -504418.656250 Penalty: 4060.762451
	Iteration 18Q: 3 clusters Score -504418.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -504422.781250 Penalty: 4060.762451
	Iteration 19Q: 3 clusters Score -504422.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -504426.218750 Penalty: 4060.762451
	Iteration 20F: 3 clusters Score -504426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -504427.843750 Penalty: 4060.762451
	Iteration 21Q: 3 clusters Score -504427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -504427.843750 Penalty: 4060.762451
	Iteration 22F: 3 clusters Score -504427.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -61457.113281 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -61457.11 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 259 members 
Entering Unmasked Estep 
Score: -60011.011719 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -60011.01 nChanged 122
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: -60297.351562 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -60297.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60504.773438 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -60504.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60690.214844 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -60690.21 nChanged 35
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: -60860.609375 Penalty: 3099.987793
	Iteration 4F: 3 clusters Score -60860.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61075.597656 Penalty: 3099.987793
	Iteration 5F: 3 clusters Score -61075.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -61391.414062 Penalty: 3099.987793
	Iteration 6F: 3 clusters Score -61391.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -61606.832031 Penalty: 3099.987793
	Iteration 7F: 3 clusters Score -61606.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -61991.785156 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -61991.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -62252.636719 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -62252.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -62308.449219 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -62308.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -62318.621094 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -62318.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -62318.621094 Penalty: 3099.987793
	Iteration 12F: 3 clusters Score -62318.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22041 members 
Mstep: Class 3 contains 122823 members 
Mstep: Class 4 contains 57127 members 
Mstep: Class 5 contains 92553 members 
Mstep: Class 6 contains 117899 members 
Mstep: Class 7 contains 94023 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 356 members 
Mstep: Class 10 contains 154599 members 
Mstep: Class 11 contains 18591 members 
Mstep: Class 12 contains 76898 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5306 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166045 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37546 members 
Mstep: Class 20 contains 41028 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 162 members 
Entering Unmasked Estep 
Score: -147045632.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147046864.000000 to -147045632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (154599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154599 members 
Entering Unmasked Estep 
Score: -21738148.000000 Penalty: 2963.250488
	Iteration 0F: 2 clusters Score -2.173815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 77532 members 
Entering Unmasked Estep 
Score: -21637048.000000 Penalty: 5926.500977
	Iteration 0F: 3 clusters Score -2.163705e+07 nChanged 74145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72304 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -21680970.000000 Penalty: 5926.500977
	Iteration 1F: 3 clusters Score -2.168097e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -21682464.000000 Penalty: 5926.500977
	Iteration 2Q: 3 clusters Score -2.168246e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 89838 members 
Entering Unmasked Estep 
Score: -21685120.000000 Penalty: 5926.500977
	Iteration 3Q: 3 clusters Score -2.168512e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -21689076.000000 Penalty: 5926.500977
	Iteration 4F: 3 clusters Score -2.168908e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -21695266.000000 Penalty: 5926.500977
	Iteration 5F: 3 clusters Score -2.169527e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 114974 members 
Entering Unmasked Estep 
Score: -21703684.000000 Penalty: 5926.500977
	Iteration 6F: 3 clusters Score -2.170368e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 125143 members 
Entering Unmasked Estep 
Score: -21712950.000000 Penalty: 5926.500977
	Iteration 7F: 3 clusters Score -2.171295e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 133464 members 
Entering Unmasked Estep 
Score: -21720876.000000 Penalty: 5926.500977
	Iteration 8F: 3 clusters Score -2.172088e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 139110 members 
Entering Unmasked Estep 
Score: -21726204.000000 Penalty: 5926.500977
	Iteration 9Q: 3 clusters Score -2.17262e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 142711 members 
Entering Unmasked Estep 
Score: -21729748.000000 Penalty: 5926.500977
	Iteration 10Q: 3 clusters Score -2.172975e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 145065 members 
Entering Unmasked Estep 
Score: -21731726.000000 Penalty: 5926.500977
	Iteration 11Q: 3 clusters Score -2.173173e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 146736 members 
Entering Unmasked Estep 
Score: -21733008.000000 Penalty: 5926.500977
	Iteration 12Q: 3 clusters Score -2.173301e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 147958 members 
Entering Unmasked Estep 
Score: -21733732.000000 Penalty: 5926.500977
	Iteration 13Q: 3 clusters Score -2.173373e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 148914 members 
Entering Unmasked Estep 
Score: -21734214.000000 Penalty: 5926.500977
	Iteration 14Q: 3 clusters Score -2.173421e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 149666 members 
Entering Unmasked Estep 
Score: -21734554.000000 Penalty: 5926.500977
	Iteration 15Q: 3 clusters Score -2.173455e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 150268 members 
Entering Unmasked Estep 
Score: -21734876.000000 Penalty: 5926.500977
	Iteration 16Q: 3 clusters Score -2.173488e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 150763 members 
Entering Unmasked Estep 
Score: -21735048.000000 Penalty: 5926.500977
	Iteration 17Q: 3 clusters Score -2.173505e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 151147 members 
Entering Unmasked Estep 
Score: -21735250.000000 Penalty: 5926.500977
	Iteration 18Q: 3 clusters Score -2.173525e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 151474 members 
Entering Unmasked Estep 
Score: -21735406.000000 Penalty: 5926.500977
	Iteration 19Q: 3 clusters Score -2.173541e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 151726 members 
Entering Unmasked Estep 
Score: -21735512.000000 Penalty: 5926.500977
	Iteration 20F: 3 clusters Score -2.173551e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 151920 members 
Entering Unmasked Estep 
Score: -21735552.000000 Penalty: 5926.500977
	Iteration 21Q: 3 clusters Score -2.173555e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 152091 members 
Entering Unmasked Estep 
Score: -21735668.000000 Penalty: 5926.500977
	Iteration 22Q: 3 clusters Score -2.173567e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 152230 members 
Entering Unmasked Estep 
Score: -21735730.000000 Penalty: 5926.500977
	Iteration 23Q: 3 clusters Score -2.173573e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -21735778.000000 Penalty: 5926.500977
	Iteration 24Q: 3 clusters Score -2.173578e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 152426 members 
Entering Unmasked Estep 
Score: -21735790.000000 Penalty: 5926.500977
	Iteration 25Q: 3 clusters Score -2.173579e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 152521 members 
Entering Unmasked Estep 
Score: -21735814.000000 Penalty: 5926.500977
	Iteration 26Q: 3 clusters Score -2.173581e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 152603 members 
Entering Unmasked Estep 
Score: -21735846.000000 Penalty: 5926.500977
	Iteration 27Q: 3 clusters Score -2.173585e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 152666 members 
Entering Unmasked Estep 
Score: -21735878.000000 Penalty: 5926.500977
	Iteration 28Q: 3 clusters Score -2.173588e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 152724 members 
Entering Unmasked Estep 
Score: -21735916.000000 Penalty: 5926.500977
	Iteration 29Q: 3 clusters Score -2.173592e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -21736012.000000 Penalty: 5926.500977
	Iteration 30Q: 3 clusters Score -2.173601e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 152846 members 
Entering Unmasked Estep 
Score: -21736022.000000 Penalty: 5926.500977
	Iteration 31Q: 3 clusters Score -2.173602e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 152889 members 
Entering Unmasked Estep 
Score: -21736042.000000 Penalty: 5926.500977
	Iteration 32Q: 3 clusters Score -2.173604e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 152931 members 
Entering Unmasked Estep 
Score: -21736082.000000 Penalty: 5926.500977
	Iteration 33Q: 3 clusters Score -2.173608e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 152964 members 
Entering Unmasked Estep 
Score: -21736080.000000 Penalty: 5926.500977
	Iteration 34Q: 3 clusters Score -2.173608e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 152999 members 
Entering Unmasked Estep 
Score: -21736112.000000 Penalty: 5926.500977
	Iteration 35Q: 3 clusters Score -2.173611e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 153020 members 
Entering Unmasked Estep 
Score: -21736134.000000 Penalty: 5926.500977
	Iteration 36Q: 3 clusters Score -2.173613e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 153055 members 
Entering Unmasked Estep 
Score: -21736164.000000 Penalty: 5926.500977
	Iteration 37Q: 3 clusters Score -2.173616e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 153082 members 
Entering Unmasked Estep 
Score: -21736174.000000 Penalty: 5926.500977
	Iteration 38Q: 3 clusters Score -2.173617e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 153105 members 
Entering Unmasked Estep 
Score: -21736206.000000 Penalty: 5926.500977
	Iteration 39Q: 3 clusters Score -2.173621e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 153126 members 
Entering Unmasked Estep 
Score: -21736236.000000 Penalty: 5926.500977
	Iteration 40F: 3 clusters Score -2.173624e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 153146 members 
Entering Unmasked Estep 
Score: -21736230.000000 Penalty: 5926.500977
	Iteration 41Q: 3 clusters Score -2.173623e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 153163 members 
Entering Unmasked Estep 
Score: -21736242.000000 Penalty: 5926.500977
	Iteration 42Q: 3 clusters Score -2.173624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 153173 members 
Entering Unmasked Estep 
Score: -21736242.000000 Penalty: 5926.500977
	Iteration 43Q: 3 clusters Score -2.173624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 153176 members 
Entering Unmasked Estep 
Score: -21736260.000000 Penalty: 5926.500977
	Iteration 44Q: 3 clusters Score -2.173626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 153177 members 
Entering Unmasked Estep 
Score: -21736264.000000 Penalty: 5926.500977
	Iteration 45Q: 3 clusters Score -2.173626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 153179 members 
Entering Unmasked Estep 
Score: -21736272.000000 Penalty: 5926.500977
	Iteration 46Q: 3 clusters Score -2.173627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 153187 members 
Entering Unmasked Estep 
Score: -21736280.000000 Penalty: 5926.500977
	Iteration 47Q: 3 clusters Score -2.173628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 153200 members 
Entering Unmasked Estep 
Score: -21736288.000000 Penalty: 5926.500977
	Iteration 48Q: 3 clusters Score -2.173629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 153214 members 
Entering Unmasked Estep 
Score: -21736320.000000 Penalty: 5926.500977
	Iteration 49Q: 3 clusters Score -2.173632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 153218 members 
Entering Unmasked Estep 
Score: -21736320.000000 Penalty: 5926.500977
	Iteration 50Q: 3 clusters Score -2.173632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 153224 members 
Entering Unmasked Estep 
Score: -21736328.000000 Penalty: 5926.500977
	Iteration 51Q: 3 clusters Score -2.173633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 153226 members 
Entering Unmasked Estep 
Score: -21736322.000000 Penalty: 5926.500977
	Iteration 52Q: 3 clusters Score -2.173632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 153227 members 
Entering Unmasked Estep 
Score: -21736324.000000 Penalty: 5926.500977
	Iteration 53Q: 3 clusters Score -2.173632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 153234 members 
Entering Unmasked Estep 
Score: -21736316.000000 Penalty: 5926.500977
	Iteration 54Q: 3 clusters Score -2.173632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 153234 members 
Entering Unmasked Estep 
Score: -21736312.000000 Penalty: 5926.500977
	Iteration 55Q: 3 clusters Score -2.173631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 153235 members 
Entering Unmasked Estep 
Score: -21736312.000000 Penalty: 5926.500977
	Iteration 56Q: 3 clusters Score -2.173631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 153234 members 
Entering Unmasked Estep 
Score: -21736316.000000 Penalty: 5926.500977
	Iteration 57Q: 3 clusters Score -2.173632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 153234 members 
Entering Unmasked Estep 
Score: -21736314.000000 Penalty: 5926.500977
	Iteration 58Q: 3 clusters Score -2.173631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 153234 members 
Entering Unmasked Estep 
Score: -21736330.000000 Penalty: 5926.500977
	Iteration 59Q: 3 clusters Score -2.173633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 153239 members 
Entering Unmasked Estep 
Score: -21736336.000000 Penalty: 5926.500977
	Iteration 60F: 3 clusters Score -2.173634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 153247 members 
Entering Unmasked Estep 
Score: -21736324.000000 Penalty: 5926.500977
	Iteration 61Q: 3 clusters Score -2.173632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 153249 members 
Entering Unmasked Estep 
Score: -21736334.000000 Penalty: 5926.500977
	Iteration 62Q: 3 clusters Score -2.173633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 153249 members 
Entering Unmasked Estep 
Score: -21736330.000000 Penalty: 5926.500977
	Iteration 63Q: 3 clusters Score -2.173633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 153249 members 
Entering Unmasked Estep 
Score: -21736330.000000 Penalty: 5926.500977
	Iteration 64F: 3 clusters Score -2.173633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Entering Unmasked Estep 
Score: -2646467.250000 Penalty: 2437.947266
	Iteration 0F: 2 clusters Score -2646467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2633271.250000 Penalty: 4875.894531
	Iteration 0F: 3 clusters Score -2633271 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2637542.750000 Penalty: 4875.894531
	Iteration 1F: 3 clusters Score -2637543 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2637932.250000 Penalty: 4875.894531
	Iteration 2F: 3 clusters Score -2637932 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2638300.500000 Penalty: 4875.894531
	Iteration 3Q: 3 clusters Score -2638300 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2638733.500000 Penalty: 4875.894531
	Iteration 4Q: 3 clusters Score -2638734 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2639277.750000 Penalty: 4875.894531
	Iteration 5F: 3 clusters Score -2639278 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2640069.500000 Penalty: 4875.894531
	Iteration 6F: 3 clusters Score -2640070 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2641091.250000 Penalty: 4875.894531
	Iteration 7F: 3 clusters Score -2641091 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2642208.250000 Penalty: 4875.894531
	Iteration 8F: 3 clusters Score -2642208 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2643234.500000 Penalty: 4875.894531
	Iteration 9F: 3 clusters Score -2643234 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2643941.250000 Penalty: 4875.894531
	Iteration 10Q: 3 clusters Score -2643941 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2644288.250000 Penalty: 4875.894531
	Iteration 11Q: 3 clusters Score -2644288 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2644451.500000 Penalty: 4875.894531
	Iteration 12Q: 3 clusters Score -2644452 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2644531.500000 Penalty: 4875.894531
	Iteration 13Q: 3 clusters Score -2644532 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2644589.750000 Penalty: 4875.894531
	Iteration 14Q: 3 clusters Score -2644590 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2644625.250000 Penalty: 4875.894531
	Iteration 15Q: 3 clusters Score -2644625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2644643.000000 Penalty: 4875.894531
	Iteration 16Q: 3 clusters Score -2644643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2644663.250000 Penalty: 4875.894531
	Iteration 17Q: 3 clusters Score -2644663 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2644683.000000 Penalty: 4875.894531
	Iteration 18Q: 3 clusters Score -2644683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2644688.750000 Penalty: 4875.894531
	Iteration 19Q: 3 clusters Score -2644689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2644697.000000 Penalty: 4875.894531
	Iteration 20F: 3 clusters Score -2644697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2644700.750000 Penalty: 4875.894531
	Iteration 21Q: 3 clusters Score -2644701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2644707.750000 Penalty: 4875.894531
	Iteration 22Q: 3 clusters Score -2644708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2644710.250000 Penalty: 4875.894531
	Iteration 23Q: 3 clusters Score -2644710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2644718.500000 Penalty: 4875.894531
	Iteration 24Q: 3 clusters Score -2644718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2644721.000000 Penalty: 4875.894531
	Iteration 25Q: 3 clusters Score -2644721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2644724.000000 Penalty: 4875.894531
	Iteration 26Q: 3 clusters Score -2644724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2644719.000000 Penalty: 4875.894531
	Iteration 27Q: 3 clusters Score -2644719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2644724.750000 Penalty: 4875.894531
	Iteration 28Q: 3 clusters Score -2644725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2644722.750000 Penalty: 4875.894531
	Iteration 29Q: 3 clusters Score -2644723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2644721.750000 Penalty: 4875.894531
	Iteration 30Q: 3 clusters Score -2644722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2644730.750000 Penalty: 4875.894531
	Iteration 31Q: 3 clusters Score -2644731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2644735.750000 Penalty: 4875.894531
	Iteration 32Q: 3 clusters Score -2644736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2644734.250000 Penalty: 4875.894531
	Iteration 33Q: 3 clusters Score -2644734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2644733.250000 Penalty: 4875.894531
	Iteration 34Q: 3 clusters Score -2644733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2644737.250000 Penalty: 4875.894531
	Iteration 35Q: 3 clusters Score -2644737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2644741.250000 Penalty: 4875.894531
	Iteration 36Q: 3 clusters Score -2644741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2644740.000000 Penalty: 4875.894531
	Iteration 37Q: 3 clusters Score -2644740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2644739.500000 Penalty: 4875.894531
	Iteration 38Q: 3 clusters Score -2644740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2644746.000000 Penalty: 4875.894531
	Iteration 39Q: 3 clusters Score -2644746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2644751.250000 Penalty: 4875.894531
	Iteration 40F: 3 clusters Score -2644751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2644754.250000 Penalty: 4875.894531
	Iteration 41Q: 3 clusters Score -2644754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2644752.000000 Penalty: 4875.894531
	Iteration 42Q: 3 clusters Score -2644752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2644753.250000 Penalty: 4875.894531
	Iteration 43Q: 3 clusters Score -2644753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2644754.500000 Penalty: 4875.894531
	Iteration 44Q: 3 clusters Score -2644754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2644763.750000 Penalty: 4875.894531
	Iteration 45Q: 3 clusters Score -2644764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2644762.750000 Penalty: 4875.894531
	Iteration 46Q: 3 clusters Score -2644763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2644761.750000 Penalty: 4875.894531
	Iteration 47Q: 3 clusters Score -2644762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2644759.750000 Penalty: 4875.894531
	Iteration 48Q: 3 clusters Score -2644760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2644760.750000 Penalty: 4875.894531
	Iteration 49Q: 3 clusters Score -2644761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2644759.750000 Penalty: 4875.894531
	Iteration 50Q: 3 clusters Score -2644760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2644756.500000 Penalty: 4875.894531
	Iteration 51Q: 3 clusters Score -2644756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2644753.750000 Penalty: 4875.894531
	Iteration 52Q: 3 clusters Score -2644754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2644757.750000 Penalty: 4875.894531
	Iteration 53Q: 3 clusters Score -2644758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2644758.750000 Penalty: 4875.894531
	Iteration 54Q: 3 clusters Score -2644759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2644759.750000 Penalty: 4875.894531
	Iteration 55Q: 3 clusters Score -2644760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2644758.250000 Penalty: 4875.894531
	Iteration 56Q: 3 clusters Score -2644758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2644759.250000 Penalty: 4875.894531
	Iteration 57Q: 3 clusters Score -2644759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2644760.250000 Penalty: 4875.894531
	Iteration 58Q: 3 clusters Score -2644760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2644760.250000 Penalty: 4875.894531
	Iteration 59F: 3 clusters Score -2644760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Entering Unmasked Estep 
Score: -10937458.000000 Penalty: 2790.058350
	Iteration 0F: 2 clusters Score -1.093746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -10886047.000000 Penalty: 5580.116699
	Iteration 0F: 3 clusters Score -1.088605e+07 nChanged 36096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -10906465.000000 Penalty: 5580.116699
	Iteration 1F: 3 clusters Score -1.090646e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -10907570.000000 Penalty: 5580.116699
	Iteration 2Q: 3 clusters Score -1.090757e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -10909004.000000 Penalty: 5580.116699
	Iteration 3Q: 3 clusters Score -1.0909e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -10911034.000000 Penalty: 5580.116699
	Iteration 4F: 3 clusters Score -1.091103e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -10914250.000000 Penalty: 5580.116699
	Iteration 5F: 3 clusters Score -1.091425e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -10918622.000000 Penalty: 5580.116699
	Iteration 6F: 3 clusters Score -1.091862e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -10923805.000000 Penalty: 5580.116699
	Iteration 7F: 3 clusters Score -1.09238e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -10928596.000000 Penalty: 5580.116699
	Iteration 8F: 3 clusters Score -1.09286e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -10931911.000000 Penalty: 5580.116699
	Iteration 9Q: 3 clusters Score -1.093191e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -10933661.000000 Penalty: 5580.116699
	Iteration 10Q: 3 clusters Score -1.093366e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -10934416.000000 Penalty: 5580.116699
	Iteration 11Q: 3 clusters Score -1.093442e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -10934715.000000 Penalty: 5580.116699
	Iteration 12Q: 3 clusters Score -1.093472e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -10934828.000000 Penalty: 5580.116699
	Iteration 13Q: 3 clusters Score -1.093483e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -10934890.000000 Penalty: 5580.116699
	Iteration 14Q: 3 clusters Score -1.093489e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -10934936.000000 Penalty: 5580.116699
	Iteration 15Q: 3 clusters Score -1.093494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -10934947.000000 Penalty: 5580.116699
	Iteration 16Q: 3 clusters Score -1.093495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -10934961.000000 Penalty: 5580.116699
	Iteration 17Q: 3 clusters Score -1.093496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -10934969.000000 Penalty: 5580.116699
	Iteration 18Q: 3 clusters Score -1.093497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -10934971.000000 Penalty: 5580.116699
	Iteration 19Q: 3 clusters Score -1.093497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -10934976.000000 Penalty: 5580.116699
	Iteration 20F: 3 clusters Score -1.093498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -10934978.000000 Penalty: 5580.116699
	Iteration 21Q: 3 clusters Score -1.093498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -10934978.000000 Penalty: 5580.116699
	Iteration 22F: 3 clusters Score -1.093498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -267699.687500 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -267699.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -265152.718750 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -265152.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -265717.468750 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -265717.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -265947.406250 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -265947.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -266066.500000 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -266066.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -266144.281250 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -266144.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -266213.437500 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -266213.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -266262.000000 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -266262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -266298.343750 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -266298.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -266327.437500 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -266327.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -266358.531250 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -266358.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -266379.562500 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -266379.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -266397.437500 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -266397.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -266404.968750 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -266405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -266415.812500 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -266415.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -266435.218750 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -266435.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -266453.843750 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -266453.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -266473.250000 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -266473.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -266487.531250 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -266487.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -266499.875000 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -266499.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -266508.750000 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -266508.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -266517.218750 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -266517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -266523.218750 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -266523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -266529.625000 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -266529.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -266537.625000 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -266537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -266547.593750 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -266547.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -266560.031250 Penalty: 3752.633545
	Iteration 25Q: 3 clusters Score -266560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -266565.812500 Penalty: 3752.633545
	Iteration 26Q: 3 clusters Score -266565.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -266573.562500 Penalty: 3752.633545
	Iteration 27Q: 3 clusters Score -266573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -266578.718750 Penalty: 3752.633545
	Iteration 28Q: 3 clusters Score -266578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -266582.687500 Penalty: 3752.633545
	Iteration 29Q: 3 clusters Score -266582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -266589.125000 Penalty: 3752.633545
	Iteration 30Q: 3 clusters Score -266589.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -266597.500000 Penalty: 3752.633545
	Iteration 31Q: 3 clusters Score -266597.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -266611.031250 Penalty: 3752.633545
	Iteration 32Q: 3 clusters Score -266611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -266620.062500 Penalty: 3752.633545
	Iteration 33Q: 3 clusters Score -266620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -266627.187500 Penalty: 3752.633545
	Iteration 34Q: 3 clusters Score -266627.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -266632.656250 Penalty: 3752.633545
	Iteration 35Q: 3 clusters Score -266632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -266634.437500 Penalty: 3752.633545
	Iteration 36Q: 3 clusters Score -266634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -266639.437500 Penalty: 3752.633545
	Iteration 37Q: 3 clusters Score -266639.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -266643.000000 Penalty: 3752.633545
	Iteration 38Q: 3 clusters Score -266643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -266646.781250 Penalty: 3752.633545
	Iteration 39Q: 3 clusters Score -266646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -266648.312500 Penalty: 3752.633545
	Iteration 40F: 3 clusters Score -266648.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Entering Unmasked Estep 
Score: -761266.375000 Penalty: 2126.995117
	Iteration 0F: 2 clusters Score -761266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -756567.125000 Penalty: 4253.990234
	Iteration 0F: 3 clusters Score -756567.1 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -757705.437500 Penalty: 4253.990234
	Iteration 1F: 3 clusters Score -757705.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -757954.875000 Penalty: 4253.990234
	Iteration 2F: 3 clusters Score -757954.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -758109.750000 Penalty: 4253.990234
	Iteration 3F: 3 clusters Score -758109.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -758219.562500 Penalty: 4253.990234
	Iteration 4Q: 3 clusters Score -758219.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -758305.000000 Penalty: 4253.990234
	Iteration 5Q: 3 clusters Score -758305 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -758377.937500 Penalty: 4253.990234
	Iteration 6Q: 3 clusters Score -758377.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -758448.312500 Penalty: 4253.990234
	Iteration 7Q: 3 clusters Score -758448.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -758525.687500 Penalty: 4253.990234
	Iteration 8Q: 3 clusters Score -758525.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -758602.750000 Penalty: 4253.990234
	Iteration 9Q: 3 clusters Score -758602.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -758684.562500 Penalty: 4253.990234
	Iteration 10Q: 3 clusters Score -758684.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -758775.187500 Penalty: 4253.990234
	Iteration 11Q: 3 clusters Score -758775.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -758850.812500 Penalty: 4253.990234
	Iteration 12Q: 3 clusters Score -758850.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -758920.250000 Penalty: 4253.990234
	Iteration 13Q: 3 clusters Score -758920.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -758997.125000 Penalty: 4253.990234
	Iteration 14Q: 3 clusters Score -758997.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -759065.562500 Penalty: 4253.990234
	Iteration 15Q: 3 clusters Score -759065.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -759124.062500 Penalty: 4253.990234
	Iteration 16Q: 3 clusters Score -759124.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -759181.687500 Penalty: 4253.990234
	Iteration 17Q: 3 clusters Score -759181.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -759235.062500 Penalty: 4253.990234
	Iteration 18Q: 3 clusters Score -759235.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -759268.250000 Penalty: 4253.990234
	Iteration 19Q: 3 clusters Score -759268.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -759293.687500 Penalty: 4253.990234
	Iteration 20F: 3 clusters Score -759293.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -759309.812500 Penalty: 4253.990234
	Iteration 21Q: 3 clusters Score -759309.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -759329.125000 Penalty: 4253.990234
	Iteration 22Q: 3 clusters Score -759329.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -759351.625000 Penalty: 4253.990234
	Iteration 23Q: 3 clusters Score -759351.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -759368.375000 Penalty: 4253.990234
	Iteration 24Q: 3 clusters Score -759368.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -759379.250000 Penalty: 4253.990234
	Iteration 25Q: 3 clusters Score -759379.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -759389.125000 Penalty: 4253.990234
	Iteration 26Q: 3 clusters Score -759389.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -759398.375000 Penalty: 4253.990234
	Iteration 27Q: 3 clusters Score -759398.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -759405.500000 Penalty: 4253.990234
	Iteration 28Q: 3 clusters Score -759405.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -759411.687500 Penalty: 4253.990234
	Iteration 29Q: 3 clusters Score -759411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -759411.625000 Penalty: 4253.990234
	Iteration 30Q: 3 clusters Score -759411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -759413.125000 Penalty: 4253.990234
	Iteration 31Q: 3 clusters Score -759413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -759417.500000 Penalty: 4253.990234
	Iteration 32Q: 3 clusters Score -759417.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -759418.937500 Penalty: 4253.990234
	Iteration 33Q: 3 clusters Score -759418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -759420.562500 Penalty: 4253.990234
	Iteration 34Q: 3 clusters Score -759420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -759421.750000 Penalty: 4253.990234
	Iteration 35Q: 3 clusters Score -759421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -759422.125000 Penalty: 4253.990234
	Iteration 36Q: 3 clusters Score -759422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -759422.125000 Penalty: 4253.990234
	Iteration 37F: 3 clusters Score -759422.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Entering Unmasked Estep 
Score: -5075332.500000 Penalty: 2609.527588
	Iteration 0F: 2 clusters Score -5075332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -5050105.500000 Penalty: 5219.055176
	Iteration 0F: 3 clusters Score -5050106 nChanged 17028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -5059823.500000 Penalty: 5219.055176
	Iteration 1F: 3 clusters Score -5059824 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -5061373.500000 Penalty: 5219.055176
	Iteration 2F: 3 clusters Score -5061374 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -5063334.500000 Penalty: 5219.055176
	Iteration 3F: 3 clusters Score -5063334 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5065797.000000 Penalty: 5219.055176
	Iteration 4F: 3 clusters Score -5065797 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -5068208.000000 Penalty: 5219.055176
	Iteration 5F: 3 clusters Score -5068208 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -5070108.500000 Penalty: 5219.055176
	Iteration 6F: 3 clusters Score -5070108 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -5071224.500000 Penalty: 5219.055176
	Iteration 7F: 3 clusters Score -5071224 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -5071845.500000 Penalty: 5219.055176
	Iteration 8Q: 3 clusters Score -5071846 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -5072266.000000 Penalty: 5219.055176
	Iteration 9Q: 3 clusters Score -5072266 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -5072599.500000 Penalty: 5219.055176
	Iteration 10Q: 3 clusters Score -5072600 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -5072945.000000 Penalty: 5219.055176
	Iteration 11Q: 3 clusters Score -5072945 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -5073287.000000 Penalty: 5219.055176
	Iteration 12Q: 3 clusters Score -5073287 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -5073716.500000 Penalty: 5219.055176
	Iteration 13Q: 3 clusters Score -5073716 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -5074167.500000 Penalty: 5219.055176
	Iteration 14Q: 3 clusters Score -5074168 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -5074428.500000 Penalty: 5219.055176
	Iteration 15Q: 3 clusters Score -5074428 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -5074606.000000 Penalty: 5219.055176
	Iteration 16Q: 3 clusters Score -5074606 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -5074693.500000 Penalty: 5219.055176
	Iteration 17Q: 3 clusters Score -5074694 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -5074785.500000 Penalty: 5219.055176
	Iteration 18Q: 3 clusters Score -5074786 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -5074830.000000 Penalty: 5219.055176
	Iteration 19Q: 3 clusters Score -5074830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -5074863.000000 Penalty: 5219.055176
	Iteration 20F: 3 clusters Score -5074863 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -5074874.000000 Penalty: 5219.055176
	Iteration 21Q: 3 clusters Score -5074874 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -5074897.000000 Penalty: 5219.055176
	Iteration 22Q: 3 clusters Score -5074897 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -5074915.500000 Penalty: 5219.055176
	Iteration 23Q: 3 clusters Score -5074916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -5074923.500000 Penalty: 5219.055176
	Iteration 24Q: 3 clusters Score -5074924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -5074929.000000 Penalty: 5219.055176
	Iteration 25Q: 3 clusters Score -5074929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -5074938.500000 Penalty: 5219.055176
	Iteration 26Q: 3 clusters Score -5074938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -5074947.500000 Penalty: 5219.055176
	Iteration 27Q: 3 clusters Score -5074948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -5074960.000000 Penalty: 5219.055176
	Iteration 28Q: 3 clusters Score -5074960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -5074974.000000 Penalty: 5219.055176
	Iteration 29Q: 3 clusters Score -5074974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -5074980.500000 Penalty: 5219.055176
	Iteration 30Q: 3 clusters Score -5074980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -5074990.500000 Penalty: 5219.055176
	Iteration 31Q: 3 clusters Score -5074990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -5075005.000000 Penalty: 5219.055176
	Iteration 32Q: 3 clusters Score -5075005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -5075020.000000 Penalty: 5219.055176
	Iteration 33Q: 3 clusters Score -5075020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -5075020.500000 Penalty: 5219.055176
	Iteration 34Q: 3 clusters Score -5075020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -5075036.000000 Penalty: 5219.055176
	Iteration 35Q: 3 clusters Score -5075036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -5075045.000000 Penalty: 5219.055176
	Iteration 36Q: 3 clusters Score -5075045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -5075044.500000 Penalty: 5219.055176
	Iteration 37Q: 3 clusters Score -5075044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -5075042.500000 Penalty: 5219.055176
	Iteration 38Q: 3 clusters Score -5075042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -5075045.500000 Penalty: 5219.055176
	Iteration 39Q: 3 clusters Score -5075046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -5075044.500000 Penalty: 5219.055176
	Iteration 40F: 3 clusters Score -5075044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -5075044.500000 Penalty: 5219.055176
	Iteration 41Q: 3 clusters Score -5075044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5075054.000000 Penalty: 5219.055176
	Iteration 42Q: 3 clusters Score -5075054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -5075054.500000 Penalty: 5219.055176
	Iteration 43Q: 3 clusters Score -5075054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -5075059.500000 Penalty: 5219.055176
	Iteration 44Q: 3 clusters Score -5075060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -5075062.000000 Penalty: 5219.055176
	Iteration 45Q: 3 clusters Score -5075062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -5075065.500000 Penalty: 5219.055176
	Iteration 46Q: 3 clusters Score -5075066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -5075073.500000 Penalty: 5219.055176
	Iteration 47Q: 3 clusters Score -5075074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -5075069.000000 Penalty: 5219.055176
	Iteration 48Q: 3 clusters Score -5075069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -5075068.500000 Penalty: 5219.055176
	Iteration 49Q: 3 clusters Score -5075068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -5075070.500000 Penalty: 5219.055176
	Iteration 50Q: 3 clusters Score -5075070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -5075069.500000 Penalty: 5219.055176
	Iteration 51Q: 3 clusters Score -5075070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -5075065.000000 Penalty: 5219.055176
	Iteration 52Q: 3 clusters Score -5075065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -5075065.000000 Penalty: 5219.055176
	Iteration 53F: 3 clusters Score -5075065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -553451.437500 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -553451.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -549638.812500 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -549638.8 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -550528.625000 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -550528.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -550729.812500 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -550729.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -550863.937500 Penalty: 4105.596680
	Iteration 3F: 3 clusters Score -550863.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -550954.000000 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -550954 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -551018.250000 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -551018.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -551079.312500 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -551079.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -551133.187500 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -551133.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -551187.875000 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -551187.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -551219.937500 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -551219.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -551265.375000 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -551265.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -551306.375000 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -551306.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -551344.937500 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -551344.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -551378.000000 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -551378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -551410.187500 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -551410.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -551441.375000 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -551441.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -551473.625000 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -551473.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -551506.500000 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -551506.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -551534.125000 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -551534.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -551565.125000 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -551565.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -551588.312500 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -551588.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -551609.562500 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -551609.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -551620.875000 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -551620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -551630.125000 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -551630.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -551639.375000 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -551639.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -551646.875000 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -551646.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -551657.937500 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -551657.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -551670.625000 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -551670.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -551684.750000 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -551684.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -551695.812500 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -551695.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -551700.812500 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -551700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -551710.375000 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -551710.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -551716.812500 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -551716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -551720.750000 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -551720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -551726.437500 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -551726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -551729.187500 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -551729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -551732.437500 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -551732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -551737.812500 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -551737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -551741.062500 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -551741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -551747.375000 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -551747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -551750.687500 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -551750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -551753.250000 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -551753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -551753.875000 Penalty: 4105.596680
	Iteration 42Q: 3 clusters Score -551753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -551756.625000 Penalty: 4105.596680
	Iteration 43Q: 3 clusters Score -551756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -551757.437500 Penalty: 4105.596680
	Iteration 44Q: 3 clusters Score -551757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -551760.562500 Penalty: 4105.596680
	Iteration 45Q: 3 clusters Score -551760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -551763.375000 Penalty: 4105.596680
	Iteration 46Q: 3 clusters Score -551763.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -551766.687500 Penalty: 4105.596680
	Iteration 47Q: 3 clusters Score -551766.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -551771.812500 Penalty: 4105.596680
	Iteration 48Q: 3 clusters Score -551771.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -551779.875000 Penalty: 4105.596680
	Iteration 49Q: 3 clusters Score -551779.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -551784.250000 Penalty: 4105.596680
	Iteration 50Q: 3 clusters Score -551784.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -551789.062500 Penalty: 4105.596680
	Iteration 51Q: 3 clusters Score -551789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -551790.312500 Penalty: 4105.596680
	Iteration 52Q: 3 clusters Score -551790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -551793.562500 Penalty: 4105.596680
	Iteration 53Q: 3 clusters Score -551793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -551796.625000 Penalty: 4105.596680
	Iteration 54Q: 3 clusters Score -551796.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -551802.437500 Penalty: 4105.596680
	Iteration 55Q: 3 clusters Score -551802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -551804.812500 Penalty: 4105.596680
	Iteration 56Q: 3 clusters Score -551804.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -551804.812500 Penalty: 4105.596680
	Iteration 57F: 3 clusters Score -551804.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166045 members 
Entering Unmasked Estep 
Score: -23268294.000000 Penalty: 2980.963379
	Iteration 0F: 2 clusters Score -2.326829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -23163616.000000 Penalty: 5961.926758
	Iteration 0F: 3 clusters Score -2.316362e+07 nChanged 79458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -23209392.000000 Penalty: 5961.926758
	Iteration 1F: 3 clusters Score -2.320939e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -23210788.000000 Penalty: 5961.926758
	Iteration 2Q: 3 clusters Score -2.321079e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -23212688.000000 Penalty: 5961.926758
	Iteration 3Q: 3 clusters Score -2.321269e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -23215750.000000 Penalty: 5961.926758
	Iteration 4Q: 3 clusters Score -2.321575e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 106078 members 
Entering Unmasked Estep 
Score: -23221228.000000 Penalty: 5961.926758
	Iteration 5F: 3 clusters Score -2.322123e+07 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 116586 members 
Entering Unmasked Estep 
Score: -23230416.000000 Penalty: 5961.926758
	Iteration 6F: 3 clusters Score -2.323042e+07 nChanged 13561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 128509 members 
Entering Unmasked Estep 
Score: -23242054.000000 Penalty: 5961.926758
	Iteration 7F: 3 clusters Score -2.324205e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 139215 members 
Entering Unmasked Estep 
Score: -23253964.000000 Penalty: 5961.926758
	Iteration 8F: 3 clusters Score -2.325396e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 146458 members 
Entering Unmasked Estep 
Score: -23262168.000000 Penalty: 5961.926758
	Iteration 9Q: 3 clusters Score -2.326217e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 150047 members 
Entering Unmasked Estep 
Score: -23266522.000000 Penalty: 5961.926758
	Iteration 10Q: 3 clusters Score -2.326652e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 152075 members 
Entering Unmasked Estep 
Score: -23268252.000000 Penalty: 5961.926758
	Iteration 11Q: 3 clusters Score -2.326825e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 153544 members 
Entering Unmasked Estep 
Score: -23268908.000000 Penalty: 5961.926758
	Iteration 12Q: 3 clusters Score -2.326891e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 154793 members 
Entering Unmasked Estep 
Score: -23269142.000000 Penalty: 5961.926758
	Iteration 13Q: 3 clusters Score -2.326914e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 155822 members 
Entering Unmasked Estep 
Score: -23269288.000000 Penalty: 5961.926758
	Iteration 14Q: 3 clusters Score -2.326929e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 156702 members 
Entering Unmasked Estep 
Score: -23269148.000000 Penalty: 5961.926758
	Iteration 15Q: 3 clusters Score -2.326915e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 157442 members 
Entering Unmasked Estep 
Score: -23269126.000000 Penalty: 5961.926758
	Iteration 16Q: 3 clusters Score -2.326913e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 158082 members 
Entering Unmasked Estep 
Score: -23269028.000000 Penalty: 5961.926758
	Iteration 17Q: 3 clusters Score -2.326903e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 158591 members 
Entering Unmasked Estep 
Score: -23269020.000000 Penalty: 5961.926758
	Iteration 18Q: 3 clusters Score -2.326902e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 159053 members 
Entering Unmasked Estep 
Score: -23268966.000000 Penalty: 5961.926758
	Iteration 19Q: 3 clusters Score -2.326897e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 159443 members 
Entering Unmasked Estep 
Score: -23268832.000000 Penalty: 5961.926758
	Iteration 20F: 3 clusters Score -2.326883e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 159770 members 
Entering Unmasked Estep 
Score: -23268708.000000 Penalty: 5961.926758
	Iteration 21Q: 3 clusters Score -2.326871e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 160040 members 
Entering Unmasked Estep 
Score: -23268584.000000 Penalty: 5961.926758
	Iteration 22Q: 3 clusters Score -2.326858e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 160283 members 
Entering Unmasked Estep 
Score: -23268536.000000 Penalty: 5961.926758
	Iteration 23Q: 3 clusters Score -2.326854e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 160499 members 
Entering Unmasked Estep 
Score: -23268480.000000 Penalty: 5961.926758
	Iteration 24Q: 3 clusters Score -2.326848e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 160717 members 
Entering Unmasked Estep 
Score: -23268394.000000 Penalty: 5961.926758
	Iteration 25Q: 3 clusters Score -2.326839e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 160940 members 
Entering Unmasked Estep 
Score: -23268420.000000 Penalty: 5961.926758
	Iteration 26Q: 3 clusters Score -2.326842e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 161126 members 
Entering Unmasked Estep 
Score: -23268316.000000 Penalty: 5961.926758
	Iteration 27Q: 3 clusters Score -2.326832e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 161304 members 
Entering Unmasked Estep 
Score: -23268272.000000 Penalty: 5961.926758
	Iteration 28Q: 3 clusters Score -2.326827e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 161468 members 
Entering Unmasked Estep 
Score: -23268210.000000 Penalty: 5961.926758
	Iteration 29Q: 3 clusters Score -2.326821e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 161630 members 
Entering Unmasked Estep 
Score: -23268128.000000 Penalty: 5961.926758
	Iteration 30Q: 3 clusters Score -2.326813e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 161763 members 
Entering Unmasked Estep 
Score: -23268106.000000 Penalty: 5961.926758
	Iteration 31Q: 3 clusters Score -2.326811e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 161873 members 
Entering Unmasked Estep 
Score: -23268044.000000 Penalty: 5961.926758
	Iteration 32Q: 3 clusters Score -2.326804e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 161984 members 
Entering Unmasked Estep 
Score: -23268028.000000 Penalty: 5961.926758
	Iteration 33Q: 3 clusters Score -2.326803e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 162079 members 
Entering Unmasked Estep 
Score: -23267994.000000 Penalty: 5961.926758
	Iteration 34Q: 3 clusters Score -2.326799e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 162169 members 
Entering Unmasked Estep 
Score: -23267980.000000 Penalty: 5961.926758
	Iteration 35Q: 3 clusters Score -2.326798e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 162252 members 
Entering Unmasked Estep 
Score: -23267964.000000 Penalty: 5961.926758
	Iteration 36Q: 3 clusters Score -2.326796e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 162332 members 
Entering Unmasked Estep 
Score: -23267910.000000 Penalty: 5961.926758
	Iteration 37Q: 3 clusters Score -2.326791e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 162387 members 
Entering Unmasked Estep 
Score: -23267882.000000 Penalty: 5961.926758
	Iteration 38Q: 3 clusters Score -2.326788e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 162435 members 
Entering Unmasked Estep 
Score: -23267892.000000 Penalty: 5961.926758
	Iteration 39Q: 3 clusters Score -2.326789e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 162475 members 
Entering Unmasked Estep 
Score: -23267866.000000 Penalty: 5961.926758
	Iteration 40F: 3 clusters Score -2.326787e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 162519 members 
Entering Unmasked Estep 
Score: -23267864.000000 Penalty: 5961.926758
	Iteration 41Q: 3 clusters Score -2.326786e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 162576 members 
Entering Unmasked Estep 
Score: -23267854.000000 Penalty: 5961.926758
	Iteration 42Q: 3 clusters Score -2.326785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 162613 members 
Entering Unmasked Estep 
Score: -23267814.000000 Penalty: 5961.926758
	Iteration 43Q: 3 clusters Score -2.326781e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 162655 members 
Entering Unmasked Estep 
Score: -23267780.000000 Penalty: 5961.926758
	Iteration 44Q: 3 clusters Score -2.326778e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 162684 members 
Entering Unmasked Estep 
Score: -23267780.000000 Penalty: 5961.926758
	Iteration 45Q: 3 clusters Score -2.326778e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 162713 members 
Entering Unmasked Estep 
Score: -23267742.000000 Penalty: 5961.926758
	Iteration 46Q: 3 clusters Score -2.326774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 162733 members 
Entering Unmasked Estep 
Score: -23267718.000000 Penalty: 5961.926758
	Iteration 47Q: 3 clusters Score -2.326772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 162749 members 
Entering Unmasked Estep 
Score: -23267730.000000 Penalty: 5961.926758
	Iteration 48Q: 3 clusters Score -2.326773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 162763 members 
Entering Unmasked Estep 
Score: -23267700.000000 Penalty: 5961.926758
	Iteration 49Q: 3 clusters Score -2.32677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 162773 members 
Entering Unmasked Estep 
Score: -23267704.000000 Penalty: 5961.926758
	Iteration 50Q: 3 clusters Score -2.32677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 162781 members 
Entering Unmasked Estep 
Score: -23267700.000000 Penalty: 5961.926758
	Iteration 51Q: 3 clusters Score -2.32677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 162787 members 
Entering Unmasked Estep 
Score: -23267704.000000 Penalty: 5961.926758
	Iteration 52Q: 3 clusters Score -2.32677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 162794 members 
Entering Unmasked Estep 
Score: -23267700.000000 Penalty: 5961.926758
	Iteration 53Q: 3 clusters Score -2.32677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 162800 members 
Entering Unmasked Estep 
Score: -23267706.000000 Penalty: 5961.926758
	Iteration 54Q: 3 clusters Score -2.326771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 162811 members 
Entering Unmasked Estep 
Score: -23267718.000000 Penalty: 5961.926758
	Iteration 55Q: 3 clusters Score -2.326772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 162823 members 
Entering Unmasked Estep 
Score: -23267714.000000 Penalty: 5961.926758
	Iteration 56Q: 3 clusters Score -2.326771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 162835 members 
Entering Unmasked Estep 
Score: -23267746.000000 Penalty: 5961.926758
	Iteration 57Q: 3 clusters Score -2.326775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 162843 members 
Entering Unmasked Estep 
Score: -23267730.000000 Penalty: 5961.926758
	Iteration 58Q: 3 clusters Score -2.326773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 162852 members 
Entering Unmasked Estep 
Score: -23267724.000000 Penalty: 5961.926758
	Iteration 59Q: 3 clusters Score -2.326772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 162862 members 
Entering Unmasked Estep 
Score: -23267712.000000 Penalty: 5961.926758
	Iteration 60F: 3 clusters Score -2.326771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 162874 members 
Entering Unmasked Estep 
Score: -23267718.000000 Penalty: 5961.926758
	Iteration 61Q: 3 clusters Score -2.326772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 162884 members 
Entering Unmasked Estep 
Score: -23267700.000000 Penalty: 5961.926758
	Iteration 62Q: 3 clusters Score -2.32677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 162887 members 
Entering Unmasked Estep 
Score: -23267698.000000 Penalty: 5961.926758
	Iteration 63Q: 3 clusters Score -2.32677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 162894 members 
Entering Unmasked Estep 
Score: -23267702.000000 Penalty: 5961.926758
	Iteration 64Q: 3 clusters Score -2.32677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 162902 members 
Entering Unmasked Estep 
Score: -23267696.000000 Penalty: 5961.926758
	Iteration 65Q: 3 clusters Score -2.32677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 162909 members 
Entering Unmasked Estep 
Score: -23267698.000000 Penalty: 5961.926758
	Iteration 66Q: 3 clusters Score -2.32677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 162913 members 
Entering Unmasked Estep 
Score: -23267688.000000 Penalty: 5961.926758
	Iteration 67Q: 3 clusters Score -2.326769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 162922 members 
Entering Unmasked Estep 
Score: -23267670.000000 Penalty: 5961.926758
	Iteration 68Q: 3 clusters Score -2.326767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 162929 members 
Entering Unmasked Estep 
Score: -23267664.000000 Penalty: 5961.926758
	Iteration 69Q: 3 clusters Score -2.326766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 162936 members 
Entering Unmasked Estep 
Score: -23267680.000000 Penalty: 5961.926758
	Iteration 70Q: 3 clusters Score -2.326768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 162941 members 
Entering Unmasked Estep 
Score: -23267684.000000 Penalty: 5961.926758
	Iteration 71Q: 3 clusters Score -2.326768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 162943 members 
Entering Unmasked Estep 
Score: -23267674.000000 Penalty: 5961.926758
	Iteration 72Q: 3 clusters Score -2.326767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 162946 members 
Entering Unmasked Estep 
Score: -23267686.000000 Penalty: 5961.926758
	Iteration 73Q: 3 clusters Score -2.326769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 162949 members 
Entering Unmasked Estep 
Score: -23267694.000000 Penalty: 5961.926758
	Iteration 74Q: 3 clusters Score -2.326769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 162952 members 
Entering Unmasked Estep 
Score: -23267700.000000 Penalty: 5961.926758
	Iteration 75Q: 3 clusters Score -2.32677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 162957 members 
Entering Unmasked Estep 
Score: -23267694.000000 Penalty: 5961.926758
	Iteration 76Q: 3 clusters Score -2.326769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 162959 members 
Entering Unmasked Estep 
Score: -23267704.000000 Penalty: 5961.926758
	Iteration 77Q: 3 clusters Score -2.32677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 162963 members 
Entering Unmasked Estep 
Score: -23267676.000000 Penalty: 5961.926758
	Iteration 78Q: 3 clusters Score -2.326768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 162966 members 
Entering Unmasked Estep 
Score: -23267686.000000 Penalty: 5961.926758
	Iteration 79Q: 3 clusters Score -2.326769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 162970 members 
Entering Unmasked Estep 
Score: -23267692.000000 Penalty: 5961.926758
	Iteration 80F: 3 clusters Score -2.326769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 162972 members 
Entering Unmasked Estep 
Score: -23267684.000000 Penalty: 5961.926758
	Iteration 81Q: 3 clusters Score -2.326768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 162975 members 
Entering Unmasked Estep 
Score: -23267692.000000 Penalty: 5961.926758
	Iteration 82Q: 3 clusters Score -2.326769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 162976 members 
Entering Unmasked Estep 
Score: -23267700.000000 Penalty: 5961.926758
	Iteration 83Q: 3 clusters Score -2.32677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 162976 members 
Entering Unmasked Estep 
Score: -23267700.000000 Penalty: 5961.926758
	Iteration 84F: 3 clusters Score -2.32677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -65219.699219 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -65219.7 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 258 members 
Entering Unmasked Estep 
Score: -63743.937500 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -63743.94 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64110.414062 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -64110.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64401.851562 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -64401.85 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64674.718750 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -64674.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -64914.042969 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -64914.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65353.476562 Penalty: 3129.719482
	Iteration 5F: 3 clusters Score -65353.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -65903.273438 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -65903.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -66173.085938 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -66173.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -66378.484375 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -66378.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -66459.421875 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -66459.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -66521.164062 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -66521.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -66582.671875 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -66582.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66601.929688 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -66601.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66601.929688 Penalty: 3129.719482
	Iteration 13F: 3 clusters Score -66601.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22041 members 
Mstep: Class 3 contains 122823 members 
Mstep: Class 4 contains 57127 members 
Mstep: Class 5 contains 92553 members 
Mstep: Class 6 contains 117899 members 
Mstep: Class 7 contains 94023 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154599 members 
Mstep: Class 11 contains 18591 members 
Mstep: Class 12 contains 76898 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5306 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166045 members 
Mstep: Class 18 contains 409 members 
Mstep: Class 19 contains 37546 members 
Mstep: Class 20 contains 41028 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 141 members 
Entering Unmasked Estep 
Score: -147046192.000000 Penalty: 75686.148438
Splitting cluster 18 changes total score from -147046864.000000 to -147046192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Entering Unmasked Estep 
Score: -5366524.000000 Penalty: 2612.263916
	Iteration 0F: 2 clusters Score -5366524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -5340972.000000 Penalty: 5224.527832
	Iteration 0F: 3 clusters Score -5340972 nChanged 17130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5350102.500000 Penalty: 5224.527832
	Iteration 1F: 3 clusters Score -5350102 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -5350621.000000 Penalty: 5224.527832
	Iteration 2Q: 3 clusters Score -5350621 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -5351055.500000 Penalty: 5224.527832
	Iteration 3Q: 3 clusters Score -5351056 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -5351612.000000 Penalty: 5224.527832
	Iteration 4Q: 3 clusters Score -5351612 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -5352382.000000 Penalty: 5224.527832
	Iteration 5Q: 3 clusters Score -5352382 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -5353360.000000 Penalty: 5224.527832
	Iteration 6F: 3 clusters Score -5353360 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -5354729.000000 Penalty: 5224.527832
	Iteration 7F: 3 clusters Score -5354729 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -5356520.500000 Penalty: 5224.527832
	Iteration 8F: 3 clusters Score -5356520 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5358560.000000 Penalty: 5224.527832
	Iteration 9F: 3 clusters Score -5358560 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -5360448.500000 Penalty: 5224.527832
	Iteration 10F: 3 clusters Score -5360448 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -5361805.500000 Penalty: 5224.527832
	Iteration 11Q: 3 clusters Score -5361806 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -5362590.000000 Penalty: 5224.527832
	Iteration 12Q: 3 clusters Score -5362590 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -5363092.500000 Penalty: 5224.527832
	Iteration 13Q: 3 clusters Score -5363092 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -5363419.000000 Penalty: 5224.527832
	Iteration 14Q: 3 clusters Score -5363419 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -5363575.000000 Penalty: 5224.527832
	Iteration 15Q: 3 clusters Score -5363575 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -5363757.000000 Penalty: 5224.527832
	Iteration 16Q: 3 clusters Score -5363757 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -5363868.000000 Penalty: 5224.527832
	Iteration 17Q: 3 clusters Score -5363868 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -5363962.000000 Penalty: 5224.527832
	Iteration 18Q: 3 clusters Score -5363962 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -5364034.000000 Penalty: 5224.527832
	Iteration 19Q: 3 clusters Score -5364034 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -5364097.000000 Penalty: 5224.527832
	Iteration 20F: 3 clusters Score -5364097 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -5364148.500000 Penalty: 5224.527832
	Iteration 21Q: 3 clusters Score -5364148 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -5364186.000000 Penalty: 5224.527832
	Iteration 22Q: 3 clusters Score -5364186 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -5364225.000000 Penalty: 5224.527832
	Iteration 23Q: 3 clusters Score -5364225 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -5364248.000000 Penalty: 5224.527832
	Iteration 24Q: 3 clusters Score -5364248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -5364270.500000 Penalty: 5224.527832
	Iteration 25Q: 3 clusters Score -5364270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -5364275.000000 Penalty: 5224.527832
	Iteration 26Q: 3 clusters Score -5364275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -5364300.500000 Penalty: 5224.527832
	Iteration 27Q: 3 clusters Score -5364300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -5364313.000000 Penalty: 5224.527832
	Iteration 28Q: 3 clusters Score -5364313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -5364316.000000 Penalty: 5224.527832
	Iteration 29Q: 3 clusters Score -5364316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -5364311.500000 Penalty: 5224.527832
	Iteration 30Q: 3 clusters Score -5364312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -5364331.500000 Penalty: 5224.527832
	Iteration 31Q: 3 clusters Score -5364332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -5364339.000000 Penalty: 5224.527832
	Iteration 32Q: 3 clusters Score -5364339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -5364337.000000 Penalty: 5224.527832
	Iteration 33Q: 3 clusters Score -5364337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -5364337.000000 Penalty: 5224.527832
	Iteration 34Q: 3 clusters Score -5364337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -5364343.000000 Penalty: 5224.527832
	Iteration 35Q: 3 clusters Score -5364343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -5364349.000000 Penalty: 5224.527832
	Iteration 36Q: 3 clusters Score -5364349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -5364352.500000 Penalty: 5224.527832
	Iteration 37Q: 3 clusters Score -5364352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -5364354.000000 Penalty: 5224.527832
	Iteration 38Q: 3 clusters Score -5364354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -5364364.000000 Penalty: 5224.527832
	Iteration 39Q: 3 clusters Score -5364364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -5364358.500000 Penalty: 5224.527832
	Iteration 40F: 3 clusters Score -5364358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -5364355.500000 Penalty: 5224.527832
	Iteration 41Q: 3 clusters Score -5364356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -5364354.000000 Penalty: 5224.527832
	Iteration 42Q: 3 clusters Score -5364354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -5364351.000000 Penalty: 5224.527832
	Iteration 43Q: 3 clusters Score -5364351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -5364354.000000 Penalty: 5224.527832
	Iteration 44Q: 3 clusters Score -5364354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -5364354.000000 Penalty: 5224.527832
	Iteration 45F: 3 clusters Score -5364354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Entering Unmasked Estep 
Score: -5863547.500000 Penalty: 2634.258545
	Iteration 0F: 2 clusters Score -5863548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -5835582.500000 Penalty: 5268.517090
	Iteration 0F: 3 clusters Score -5835582 nChanged 18962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -5846085.500000 Penalty: 5268.517090
	Iteration 1F: 3 clusters Score -5846086 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -5846615.000000 Penalty: 5268.517090
	Iteration 2Q: 3 clusters Score -5846615 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -5847038.000000 Penalty: 5268.517090
	Iteration 3Q: 3 clusters Score -5847038 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -5847452.000000 Penalty: 5268.517090
	Iteration 4Q: 3 clusters Score -5847452 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -5847839.000000 Penalty: 5268.517090
	Iteration 5Q: 3 clusters Score -5847839 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -5848230.000000 Penalty: 5268.517090
	Iteration 6Q: 3 clusters Score -5848230 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -5848581.500000 Penalty: 5268.517090
	Iteration 7Q: 3 clusters Score -5848582 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -5849053.000000 Penalty: 5268.517090
	Iteration 8Q: 3 clusters Score -5849053 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -5849578.000000 Penalty: 5268.517090
	Iteration 9Q: 3 clusters Score -5849578 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -5850278.000000 Penalty: 5268.517090
	Iteration 10Q: 3 clusters Score -5850278 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -5851140.500000 Penalty: 5268.517090
	Iteration 11Q: 3 clusters Score -5851140 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -5852277.000000 Penalty: 5268.517090
	Iteration 12Q: 3 clusters Score -5852277 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -5853467.000000 Penalty: 5268.517090
	Iteration 13Q: 3 clusters Score -5853467 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -5854526.000000 Penalty: 5268.517090
	Iteration 14Q: 3 clusters Score -5854526 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -5855174.000000 Penalty: 5268.517090
	Iteration 15Q: 3 clusters Score -5855174 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -5855494.500000 Penalty: 5268.517090
	Iteration 16Q: 3 clusters Score -5855494 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -5855673.000000 Penalty: 5268.517090
	Iteration 17Q: 3 clusters Score -5855673 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -5855850.500000 Penalty: 5268.517090
	Iteration 18Q: 3 clusters Score -5855850 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -5856030.500000 Penalty: 5268.517090
	Iteration 19Q: 3 clusters Score -5856030 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -5856250.000000 Penalty: 5268.517090
	Iteration 20F: 3 clusters Score -5856250 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -5856427.000000 Penalty: 5268.517090
	Iteration 21Q: 3 clusters Score -5856427 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -5856673.500000 Penalty: 5268.517090
	Iteration 22Q: 3 clusters Score -5856674 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -5856914.000000 Penalty: 5268.517090
	Iteration 23Q: 3 clusters Score -5856914 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -5857163.500000 Penalty: 5268.517090
	Iteration 24Q: 3 clusters Score -5857164 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -5857456.000000 Penalty: 5268.517090
	Iteration 25Q: 3 clusters Score -5857456 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -5857789.000000 Penalty: 5268.517090
	Iteration 26Q: 3 clusters Score -5857789 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -5858115.000000 Penalty: 5268.517090
	Iteration 27Q: 3 clusters Score -5858115 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -5858480.000000 Penalty: 5268.517090
	Iteration 28Q: 3 clusters Score -5858480 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -5858825.000000 Penalty: 5268.517090
	Iteration 29Q: 3 clusters Score -5858825 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -5859133.500000 Penalty: 5268.517090
	Iteration 30Q: 3 clusters Score -5859134 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -5859374.500000 Penalty: 5268.517090
	Iteration 31Q: 3 clusters Score -5859374 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -5859609.500000 Penalty: 5268.517090
	Iteration 32Q: 3 clusters Score -5859610 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -5859851.000000 Penalty: 5268.517090
	Iteration 33Q: 3 clusters Score -5859851 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -5860109.500000 Penalty: 5268.517090
	Iteration 34Q: 3 clusters Score -5860110 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -5860347.500000 Penalty: 5268.517090
	Iteration 35Q: 3 clusters Score -5860348 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -5860549.000000 Penalty: 5268.517090
	Iteration 36Q: 3 clusters Score -5860549 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -5860720.500000 Penalty: 5268.517090
	Iteration 37Q: 3 clusters Score -5860720 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -5860868.000000 Penalty: 5268.517090
	Iteration 38Q: 3 clusters Score -5860868 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -5860976.000000 Penalty: 5268.517090
	Iteration 39Q: 3 clusters Score -5860976 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -5861034.500000 Penalty: 5268.517090
	Iteration 40F: 3 clusters Score -5861034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -5861083.000000 Penalty: 5268.517090
	Iteration 41Q: 3 clusters Score -5861083 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -5861123.000000 Penalty: 5268.517090
	Iteration 42Q: 3 clusters Score -5861123 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -5861151.000000 Penalty: 5268.517090
	Iteration 43Q: 3 clusters Score -5861151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -5861186.000000 Penalty: 5268.517090
	Iteration 44Q: 3 clusters Score -5861186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -5861219.500000 Penalty: 5268.517090
	Iteration 45Q: 3 clusters Score -5861220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5861236.000000 Penalty: 5268.517090
	Iteration 46Q: 3 clusters Score -5861236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -5861238.500000 Penalty: 5268.517090
	Iteration 47Q: 3 clusters Score -5861238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -5861249.000000 Penalty: 5268.517090
	Iteration 48Q: 3 clusters Score -5861249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -5861257.500000 Penalty: 5268.517090
	Iteration 49Q: 3 clusters Score -5861258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -5861256.500000 Penalty: 5268.517090
	Iteration 50Q: 3 clusters Score -5861256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -5861260.500000 Penalty: 5268.517090
	Iteration 51Q: 3 clusters Score -5861260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -5861269.500000 Penalty: 5268.517090
	Iteration 52Q: 3 clusters Score -5861270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -5861274.000000 Penalty: 5268.517090
	Iteration 53Q: 3 clusters Score -5861274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -5861290.000000 Penalty: 5268.517090
	Iteration 54Q: 3 clusters Score -5861290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -5861294.000000 Penalty: 5268.517090
	Iteration 55Q: 3 clusters Score -5861294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -5861301.000000 Penalty: 5268.517090
	Iteration 56Q: 3 clusters Score -5861301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -5861310.500000 Penalty: 5268.517090
	Iteration 57Q: 3 clusters Score -5861310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5861322.000000 Penalty: 5268.517090
	Iteration 58Q: 3 clusters Score -5861322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5861313.500000 Penalty: 5268.517090
	Iteration 59Q: 3 clusters Score -5861314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -5861309.500000 Penalty: 5268.517090
	Iteration 60F: 3 clusters Score -5861310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -5861307.000000 Penalty: 5268.517090
	Iteration 61Q: 3 clusters Score -5861307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -5861310.000000 Penalty: 5268.517090
	Iteration 62Q: 3 clusters Score -5861310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -5861316.000000 Penalty: 5268.517090
	Iteration 63Q: 3 clusters Score -5861316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5861313.000000 Penalty: 5268.517090
	Iteration 64Q: 3 clusters Score -5861313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -5861313.000000 Penalty: 5268.517090
	Iteration 65Q: 3 clusters Score -5861313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -5861319.000000 Penalty: 5268.517090
	Iteration 66Q: 3 clusters Score -5861319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -5861322.500000 Penalty: 5268.517090
	Iteration 67Q: 3 clusters Score -5861322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5861322.000000 Penalty: 5268.517090
	Iteration 68Q: 3 clusters Score -5861322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5861322.000000 Penalty: 5268.517090
	Iteration 69F: 3 clusters Score -5861322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -193417.625000 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -193417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -191211.906250 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -191211.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -191525.687500 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -191525.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -191612.500000 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -191612.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -191655.046875 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -191655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -191693.250000 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -191693.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -191724.031250 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -191724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -191746.968750 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -191747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -191758.234375 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -191758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -191766.421875 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -191766.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -191772.187500 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -191772.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -191777.890625 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -191777.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -191785.703125 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -191785.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -191797.125000 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -191797.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -191805.484375 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -191805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -191814.218750 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -191814.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -191822.156250 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -191822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -191825.203125 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -191825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -191826.343750 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -191826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -191829.625000 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -191829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -191835.562500 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -191835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -191838.796875 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -191838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -191844.734375 Penalty: 3589.937988
	Iteration 21Q: 3 clusters Score -191844.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -191851.718750 Penalty: 3589.937988
	Iteration 22Q: 3 clusters Score -191851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -191855.468750 Penalty: 3589.937988
	Iteration 23Q: 3 clusters Score -191855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -191857.500000 Penalty: 3589.937988
	Iteration 24Q: 3 clusters Score -191857.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -191861.656250 Penalty: 3589.937988
	Iteration 25Q: 3 clusters Score -191861.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -191881.062500 Penalty: 3589.937988
	Iteration 26Q: 3 clusters Score -191881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -191896.812500 Penalty: 3589.937988
	Iteration 27Q: 3 clusters Score -191896.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -191920.765625 Penalty: 3589.937988
	Iteration 28Q: 3 clusters Score -191920.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -191969.093750 Penalty: 3589.937988
	Iteration 29Q: 3 clusters Score -191969.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -192081.015625 Penalty: 3589.937988
	Iteration 30Q: 3 clusters Score -192081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -192173.062500 Penalty: 3589.937988
	Iteration 31Q: 3 clusters Score -192173.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192225.234375 Penalty: 3589.937988
	Iteration 32Q: 3 clusters Score -192225.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -192279.500000 Penalty: 3589.937988
	Iteration 33Q: 3 clusters Score -192279.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -192330.453125 Penalty: 3589.937988
	Iteration 34Q: 3 clusters Score -192330.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -192374.750000 Penalty: 3589.937988
	Iteration 35Q: 3 clusters Score -192374.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -192412.031250 Penalty: 3589.937988
	Iteration 36Q: 3 clusters Score -192412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -192460.953125 Penalty: 3589.937988
	Iteration 37Q: 3 clusters Score -192461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -192519.234375 Penalty: 3589.937988
	Iteration 38Q: 3 clusters Score -192519.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -192552.625000 Penalty: 3589.937988
	Iteration 39Q: 3 clusters Score -192552.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -192578.203125 Penalty: 3589.937988
	Iteration 40F: 3 clusters Score -192578.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -192600.906250 Penalty: 3589.937988
	Iteration 41Q: 3 clusters Score -192600.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -192618.703125 Penalty: 3589.937988
	Iteration 42Q: 3 clusters Score -192618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -192624.609375 Penalty: 3589.937988
	Iteration 43Q: 3 clusters Score -192624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -192632.046875 Penalty: 3589.937988
	Iteration 44Q: 3 clusters Score -192632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -192640.296875 Penalty: 3589.937988
	Iteration 45Q: 3 clusters Score -192640.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -192653.250000 Penalty: 3589.937988
	Iteration 46Q: 3 clusters Score -192653.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -192661.671875 Penalty: 3589.937988
	Iteration 47Q: 3 clusters Score -192661.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -192671.140625 Penalty: 3589.937988
	Iteration 48Q: 3 clusters Score -192671.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -192680.953125 Penalty: 3589.937988
	Iteration 49Q: 3 clusters Score -192681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -192699.937500 Penalty: 3589.937988
	Iteration 50Q: 3 clusters Score -192699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -192709.453125 Penalty: 3589.937988
	Iteration 51Q: 3 clusters Score -192709.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -192713.796875 Penalty: 3589.937988
	Iteration 52Q: 3 clusters Score -192713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -192713.796875 Penalty: 3589.937988
	Iteration 53F: 3 clusters Score -192713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22041 members 
Mstep: Class 3 contains 122823 members 
Mstep: Class 4 contains 57127 members 
Mstep: Class 5 contains 92553 members 
Mstep: Class 6 contains 117899 members 
Mstep: Class 7 contains 94023 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154599 members 
Mstep: Class 11 contains 18591 members 
Mstep: Class 12 contains 76898 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5306 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166045 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37546 members 
Mstep: Class 20 contains 41028 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046704.000000 Penalty: 72245.875000
Iteration 319Q: 22 clusters Score -1.470467e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22045 members 
Mstep: Class 3 contains 122853 members 
Mstep: Class 4 contains 57125 members 
Mstep: Class 5 contains 92530 members 
Mstep: Class 6 contains 117895 members 
Mstep: Class 7 contains 94028 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154595 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 76902 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5304 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166036 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37552 members 
Mstep: Class 20 contains 41028 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046800.000000 Penalty: 72245.875000
Iteration 320F: 22 clusters Score -1.470468e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22050 members 
Mstep: Class 3 contains 122886 members 
Mstep: Class 4 contains 57128 members 
Mstep: Class 5 contains 92498 members 
Mstep: Class 6 contains 117888 members 
Mstep: Class 7 contains 94028 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154596 members 
Mstep: Class 11 contains 18577 members 
Mstep: Class 12 contains 76907 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166038 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37556 members 
Mstep: Class 20 contains 41027 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046784.000000 Penalty: 72245.875000
Iteration 321Q: 22 clusters Score -1.470468e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22052 members 
Mstep: Class 3 contains 122911 members 
Mstep: Class 4 contains 57129 members 
Mstep: Class 5 contains 92468 members 
Mstep: Class 6 contains 117892 members 
Mstep: Class 7 contains 94027 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154600 members 
Mstep: Class 11 contains 18574 members 
Mstep: Class 12 contains 76909 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166037 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37560 members 
Mstep: Class 20 contains 41023 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046848.000000 Penalty: 72245.875000
Iteration 322Q: 22 clusters Score -1.470468e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22054 members 
Mstep: Class 3 contains 122940 members 
Mstep: Class 4 contains 57132 members 
Mstep: Class 5 contains 92439 members 
Mstep: Class 6 contains 117896 members 
Mstep: Class 7 contains 94025 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154595 members 
Mstep: Class 11 contains 18567 members 
Mstep: Class 12 contains 76919 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166030 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37565 members 
Mstep: Class 20 contains 41023 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046768.000000 Penalty: 72245.875000
Iteration 323Q: 22 clusters Score -1.470468e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22056 members 
Mstep: Class 3 contains 122974 members 
Mstep: Class 4 contains 57131 members 
Mstep: Class 5 contains 92407 members 
Mstep: Class 6 contains 117900 members 
Mstep: Class 7 contains 94025 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154588 members 
Mstep: Class 11 contains 18564 members 
Mstep: Class 12 contains 76917 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166030 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37570 members 
Mstep: Class 20 contains 41024 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046768.000000 Penalty: 72245.875000
Iteration 324Q: 22 clusters Score -1.470468e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22057 members 
Mstep: Class 3 contains 122994 members 
Mstep: Class 4 contains 57133 members 
Mstep: Class 5 contains 92372 members 
Mstep: Class 6 contains 117906 members 
Mstep: Class 7 contains 94028 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154580 members 
Mstep: Class 11 contains 18566 members 
Mstep: Class 12 contains 76923 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166032 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37573 members 
Mstep: Class 20 contains 41023 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046832.000000 Penalty: 72245.875000
Iteration 325Q: 22 clusters Score -1.470468e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22059 members 
Mstep: Class 3 contains 123016 members 
Mstep: Class 4 contains 57129 members 
Mstep: Class 5 contains 92335 members 
Mstep: Class 6 contains 117912 members 
Mstep: Class 7 contains 94025 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154578 members 
Mstep: Class 11 contains 18566 members 
Mstep: Class 12 contains 76934 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5292 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166036 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37575 members 
Mstep: Class 20 contains 41024 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046784.000000 Penalty: 72245.875000
Iteration 326Q: 22 clusters Score -1.470468e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22061 members 
Mstep: Class 3 contains 123036 members 
Mstep: Class 4 contains 57128 members 
Mstep: Class 5 contains 92305 members 
Mstep: Class 6 contains 117916 members 
Mstep: Class 7 contains 94025 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154569 members 
Mstep: Class 11 contains 18568 members 
Mstep: Class 12 contains 76944 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5291 members 
Mstep: Class 15 contains 37133 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166038 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37578 members 
Mstep: Class 20 contains 41022 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046704.000000 Penalty: 72245.875000
Iteration 327Q: 22 clusters Score -1.470467e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22064 members 
Mstep: Class 3 contains 123052 members 
Mstep: Class 4 contains 57127 members 
Mstep: Class 5 contains 92281 members 
Mstep: Class 6 contains 117918 members 
Mstep: Class 7 contains 94020 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154560 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 76946 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5291 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166044 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37584 members 
Mstep: Class 20 contains 41022 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046656.000000 Penalty: 72245.875000
Iteration 328Q: 22 clusters Score -1.470467e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 123075 members 
Mstep: Class 4 contains 57127 members 
Mstep: Class 5 contains 92242 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 94020 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154552 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 76950 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5291 members 
Mstep: Class 15 contains 37135 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166052 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37587 members 
Mstep: Class 20 contains 41022 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046640.000000 Penalty: 72245.875000
Iteration 329Q: 22 clusters Score -1.470466e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22072 members 
Mstep: Class 3 contains 123092 members 
Mstep: Class 4 contains 57130 members 
Mstep: Class 5 contains 92196 members 
Mstep: Class 6 contains 117930 members 
Mstep: Class 7 contains 94023 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154545 members 
Mstep: Class 11 contains 18568 members 
Mstep: Class 12 contains 76960 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5291 members 
Mstep: Class 15 contains 37135 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166060 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37589 members 
Mstep: Class 20 contains 41023 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046704.000000 Penalty: 72245.875000
Iteration 330Q: 22 clusters Score -1.470467e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22073 members 
Mstep: Class 3 contains 123107 members 
Mstep: Class 4 contains 57133 members 
Mstep: Class 5 contains 92159 members 
Mstep: Class 6 contains 117932 members 
Mstep: Class 7 contains 94023 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154546 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 76971 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5290 members 
Mstep: Class 15 contains 37135 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37589 members 
Mstep: Class 20 contains 41024 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046656.000000 Penalty: 72245.875000
Iteration 331Q: 22 clusters Score -1.470467e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22079 members 
Mstep: Class 3 contains 123118 members 
Mstep: Class 4 contains 57134 members 
Mstep: Class 5 contains 92127 members 
Mstep: Class 6 contains 117936 members 
Mstep: Class 7 contains 94022 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154541 members 
Mstep: Class 11 contains 18573 members 
Mstep: Class 12 contains 76982 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5287 members 
Mstep: Class 15 contains 37137 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166065 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37589 members 
Mstep: Class 20 contains 41024 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046608.000000 Penalty: 72245.875000
Iteration 332Q: 22 clusters Score -1.470466e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22081 members 
Mstep: Class 3 contains 123135 members 
Mstep: Class 4 contains 57140 members 
Mstep: Class 5 contains 92103 members 
Mstep: Class 6 contains 117934 members 
Mstep: Class 7 contains 94021 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154543 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 76988 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5285 members 
Mstep: Class 15 contains 37137 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166064 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37588 members 
Mstep: Class 20 contains 41024 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046624.000000 Penalty: 72245.875000
Iteration 333Q: 22 clusters Score -1.470466e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22081 members 
Mstep: Class 3 contains 123145 members 
Mstep: Class 4 contains 57140 members 
Mstep: Class 5 contains 92076 members 
Mstep: Class 6 contains 117932 members 
Mstep: Class 7 contains 94017 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154555 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 76998 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5280 members 
Mstep: Class 15 contains 37137 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166066 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37590 members 
Mstep: Class 20 contains 41025 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046640.000000 Penalty: 72245.875000
Iteration 334Q: 22 clusters Score -1.470466e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22083 members 
Mstep: Class 3 contains 123151 members 
Mstep: Class 4 contains 57144 members 
Mstep: Class 5 contains 92058 members 
Mstep: Class 6 contains 117929 members 
Mstep: Class 7 contains 94013 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154561 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77005 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5281 members 
Mstep: Class 15 contains 37135 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166067 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37593 members 
Mstep: Class 20 contains 41022 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046640.000000 Penalty: 72245.875000
Iteration 335Q: 22 clusters Score -1.470466e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22084 members 
Mstep: Class 3 contains 123153 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 92044 members 
Mstep: Class 6 contains 117927 members 
Mstep: Class 7 contains 94011 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154566 members 
Mstep: Class 11 contains 18572 members 
Mstep: Class 12 contains 77008 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5281 members 
Mstep: Class 15 contains 37135 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166067 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37595 members 
Mstep: Class 20 contains 41022 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046656.000000 Penalty: 72245.875000
Iteration 336Q: 22 clusters Score -1.470467e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22084 members 
Mstep: Class 3 contains 123158 members 
Mstep: Class 4 contains 57152 members 
Mstep: Class 5 contains 92040 members 
Mstep: Class 6 contains 117928 members 
Mstep: Class 7 contains 94006 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154570 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 77012 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5280 members 
Mstep: Class 15 contains 37135 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37597 members 
Mstep: Class 20 contains 41020 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046672.000000 Penalty: 72245.875000
Iteration 337Q: 22 clusters Score -1.470467e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22085 members 
Mstep: Class 3 contains 123163 members 
Mstep: Class 4 contains 57152 members 
Mstep: Class 5 contains 92034 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 94005 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154572 members 
Mstep: Class 11 contains 18568 members 
Mstep: Class 12 contains 77019 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5278 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166059 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37598 members 
Mstep: Class 20 contains 41019 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046656.000000 Penalty: 72245.875000
Iteration 338Q: 22 clusters Score -1.470467e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22085 members 
Mstep: Class 3 contains 123177 members 
Mstep: Class 4 contains 57155 members 
Mstep: Class 5 contains 92023 members 
Mstep: Class 6 contains 117923 members 
Mstep: Class 7 contains 93998 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154577 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 77023 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 37135 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166054 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37600 members 
Mstep: Class 20 contains 41019 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046704.000000 Penalty: 72245.875000
Iteration 339Q: 22 clusters Score -1.470467e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22086 members 
Mstep: Class 3 contains 123182 members 
Mstep: Class 4 contains 57156 members 
Mstep: Class 5 contains 92013 members 
Mstep: Class 6 contains 117921 members 
Mstep: Class 7 contains 93996 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154577 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 77023 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5273 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166062 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37603 members 
Mstep: Class 20 contains 41018 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046656.000000 Penalty: 72245.875000
Iteration 340F: 22 clusters Score -1.470467e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22087 members 
Mstep: Class 3 contains 123183 members 
Mstep: Class 4 contains 57156 members 
Mstep: Class 5 contains 92007 members 
Mstep: Class 6 contains 117923 members 
Mstep: Class 7 contains 93994 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154581 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 77025 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5273 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166062 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37603 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046592.000000 Penalty: 72245.875000
Iteration 341Q: 22 clusters Score -1.470466e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22088 members 
Mstep: Class 3 contains 123183 members 
Mstep: Class 4 contains 57158 members 
Mstep: Class 5 contains 92002 members 
Mstep: Class 6 contains 117924 members 
Mstep: Class 7 contains 93990 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154585 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 77025 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5273 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166066 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37603 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046592.000000 Penalty: 72245.875000
Iteration 342Q: 22 clusters Score -1.470466e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22089 members 
Mstep: Class 3 contains 123185 members 
Mstep: Class 4 contains 57160 members 
Mstep: Class 5 contains 91989 members 
Mstep: Class 6 contains 117929 members 
Mstep: Class 7 contains 93990 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154584 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 77025 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166069 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37604 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046624.000000 Penalty: 72245.875000
Iteration 343Q: 22 clusters Score -1.470466e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22089 members 
Mstep: Class 3 contains 123187 members 
Mstep: Class 4 contains 57160 members 
Mstep: Class 5 contains 91980 members 
Mstep: Class 6 contains 117929 members 
Mstep: Class 7 contains 93990 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154588 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 77029 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5273 members 
Mstep: Class 15 contains 37134 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166068 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37605 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046624.000000 Penalty: 72245.875000
Iteration 344Q: 22 clusters Score -1.470466e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 3 contains 123192 members 
Mstep: Class 4 contains 57160 members 
Mstep: Class 5 contains 91967 members 
Mstep: Class 6 contains 117927 members 
Mstep: Class 7 contains 93990 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 77033 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5272 members 
Mstep: Class 15 contains 37135 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166069 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37607 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046624.000000 Penalty: 72245.875000
Iteration 345Q: 22 clusters Score -1.470466e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 3 contains 123194 members 
Mstep: Class 4 contains 57163 members 
Mstep: Class 5 contains 91962 members 
Mstep: Class 6 contains 117929 members 
Mstep: Class 7 contains 93986 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154590 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 77036 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5269 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166067 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37609 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046656.000000 Penalty: 72245.875000
Iteration 346Q: 22 clusters Score -1.470467e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123195 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91955 members 
Mstep: Class 6 contains 117929 members 
Mstep: Class 7 contains 93986 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154588 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 77039 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166068 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37613 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046544.000000 Penalty: 72245.875000
Iteration 347Q: 22 clusters Score -1.470465e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123196 members 
Mstep: Class 4 contains 57169 members 
Mstep: Class 5 contains 91950 members 
Mstep: Class 6 contains 117929 members 
Mstep: Class 7 contains 93985 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 77042 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5264 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166070 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37613 members 
Mstep: Class 20 contains 41009 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046576.000000 Penalty: 72245.875000
Iteration 348Q: 22 clusters Score -1.470466e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 123197 members 
Mstep: Class 4 contains 57170 members 
Mstep: Class 5 contains 91948 members 
Mstep: Class 6 contains 117928 members 
Mstep: Class 7 contains 93983 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18569 members 
Mstep: Class 12 contains 77040 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5263 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166074 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37614 members 
Mstep: Class 20 contains 41009 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046576.000000 Penalty: 72245.875000
Iteration 349Q: 22 clusters Score -1.470466e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 123199 members 
Mstep: Class 4 contains 57170 members 
Mstep: Class 5 contains 91946 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 93983 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154588 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 77043 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5260 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166075 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37617 members 
Mstep: Class 20 contains 41008 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046496.000000 Penalty: 72245.875000
Iteration 350Q: 22 clusters Score -1.470465e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123203 members 
Mstep: Class 4 contains 57169 members 
Mstep: Class 5 contains 91941 members 
Mstep: Class 6 contains 117926 members 
Mstep: Class 7 contains 93982 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154587 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 77046 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5255 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166078 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37621 members 
Mstep: Class 20 contains 41008 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046432.000000 Penalty: 72245.875000
Iteration 351Q: 22 clusters Score -1.470464e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123205 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91938 members 
Mstep: Class 6 contains 117927 members 
Mstep: Class 7 contains 93979 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154588 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 77050 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5248 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166083 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37622 members 
Mstep: Class 20 contains 41008 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046448.000000 Penalty: 72245.875000
Iteration 352Q: 22 clusters Score -1.470464e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123205 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91935 members 
Mstep: Class 6 contains 117926 members 
Mstep: Class 7 contains 93979 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154584 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 77061 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5239 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166088 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37623 members 
Mstep: Class 20 contains 41008 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046432.000000 Penalty: 72245.875000
Iteration 353Q: 22 clusters Score -1.470464e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123204 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91929 members 
Mstep: Class 6 contains 117926 members 
Mstep: Class 7 contains 93981 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154583 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 77066 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5235 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166091 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41008 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 354Q: 22 clusters Score -1.470464e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123204 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91930 members 
Mstep: Class 6 contains 117923 members 
Mstep: Class 7 contains 93982 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154583 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 77071 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5230 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166092 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41008 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 355Q: 22 clusters Score -1.470464e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123203 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91929 members 
Mstep: Class 6 contains 117924 members 
Mstep: Class 7 contains 93981 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154584 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 77077 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5223 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166092 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046304.000000 Penalty: 72245.875000
Iteration 356Q: 22 clusters Score -1.470463e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123200 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91931 members 
Mstep: Class 6 contains 117924 members 
Mstep: Class 7 contains 93981 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154585 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 77084 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5216 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166091 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 357Q: 22 clusters Score -1.470464e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123200 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91930 members 
Mstep: Class 6 contains 117924 members 
Mstep: Class 7 contains 93980 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154583 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 77092 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166091 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046384.000000 Penalty: 72245.875000
Iteration 358Q: 22 clusters Score -1.470464e+08 nChanged 17
Entering ConstructFrom: 
Score: -147046384.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -104116.937500 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -104116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102413.453125 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -102413.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102979.523438 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -102979.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -103431.945312 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -103431.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -103775.648438 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -103775.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -104018.640625 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -104018.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -104179.460938 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -104179.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -104241.531250 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -104241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -104263.367188 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -104263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -104271.992188 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -104272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -104275.648438 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -104275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -104279.117188 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -104279.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -104283.453125 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -104283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104292.101562 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -104292.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104292.101562 Penalty: 3347.965820
	Iteration 13F: 3 clusters Score -104292.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123198 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91931 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 93981 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154580 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77101 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166092 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
Score: -147044848.000000 Penalty: 75686.148438
Splitting cluster 1 changes total score from -147046384.000000 to -147044848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Entering Unmasked Estep 
Score: -3148410.500000 Penalty: 2480.736816
	Iteration 0F: 2 clusters Score -3148410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3133101.750000 Penalty: 4961.473633
	Iteration 0F: 3 clusters Score -3133102 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3138212.750000 Penalty: 4961.473633
	Iteration 1F: 3 clusters Score -3138213 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3138597.500000 Penalty: 4961.473633
	Iteration 2F: 3 clusters Score -3138598 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3138948.750000 Penalty: 4961.473633
	Iteration 3Q: 3 clusters Score -3138949 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3139311.750000 Penalty: 4961.473633
	Iteration 4Q: 3 clusters Score -3139312 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3139851.500000 Penalty: 4961.473633
	Iteration 5Q: 3 clusters Score -3139852 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3140667.500000 Penalty: 4961.473633
	Iteration 6F: 3 clusters Score -3140668 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3141843.000000 Penalty: 4961.473633
	Iteration 7F: 3 clusters Score -3141843 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3143195.250000 Penalty: 4961.473633
	Iteration 8F: 3 clusters Score -3143195 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3144552.250000 Penalty: 4961.473633
	Iteration 9F: 3 clusters Score -3144552 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3145606.000000 Penalty: 4961.473633
	Iteration 10Q: 3 clusters Score -3145606 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3146202.750000 Penalty: 4961.473633
	Iteration 11Q: 3 clusters Score -3146203 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3146485.750000 Penalty: 4961.473633
	Iteration 12Q: 3 clusters Score -3146486 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3146616.750000 Penalty: 4961.473633
	Iteration 13Q: 3 clusters Score -3146617 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3146673.500000 Penalty: 4961.473633
	Iteration 14Q: 3 clusters Score -3146674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3146693.250000 Penalty: 4961.473633
	Iteration 15Q: 3 clusters Score -3146693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3146704.250000 Penalty: 4961.473633
	Iteration 16Q: 3 clusters Score -3146704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3146708.000000 Penalty: 4961.473633
	Iteration 17Q: 3 clusters Score -3146708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3146714.500000 Penalty: 4961.473633
	Iteration 18Q: 3 clusters Score -3146714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3146726.750000 Penalty: 4961.473633
	Iteration 19Q: 3 clusters Score -3146727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3146729.250000 Penalty: 4961.473633
	Iteration 20F: 3 clusters Score -3146729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -3146733.500000 Penalty: 4961.473633
	Iteration 21Q: 3 clusters Score -3146734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3146742.250000 Penalty: 4961.473633
	Iteration 22Q: 3 clusters Score -3146742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3146742.500000 Penalty: 4961.473633
	Iteration 23Q: 3 clusters Score -3146742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3146743.500000 Penalty: 4961.473633
	Iteration 24Q: 3 clusters Score -3146744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3146743.750000 Penalty: 4961.473633
	Iteration 25Q: 3 clusters Score -3146744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3146746.250000 Penalty: 4961.473633
	Iteration 26Q: 3 clusters Score -3146746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3146750.250000 Penalty: 4961.473633
	Iteration 27Q: 3 clusters Score -3146750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3146752.750000 Penalty: 4961.473633
	Iteration 28Q: 3 clusters Score -3146753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3146755.250000 Penalty: 4961.473633
	Iteration 29Q: 3 clusters Score -3146755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3146756.000000 Penalty: 4961.473633
	Iteration 30Q: 3 clusters Score -3146756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3146763.250000 Penalty: 4961.473633
	Iteration 31Q: 3 clusters Score -3146763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3146767.000000 Penalty: 4961.473633
	Iteration 32Q: 3 clusters Score -3146767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3146768.000000 Penalty: 4961.473633
	Iteration 33Q: 3 clusters Score -3146768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3146768.750000 Penalty: 4961.473633
	Iteration 34Q: 3 clusters Score -3146769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3146778.750000 Penalty: 4961.473633
	Iteration 35Q: 3 clusters Score -3146779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3146780.750000 Penalty: 4961.473633
	Iteration 36Q: 3 clusters Score -3146781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3146777.000000 Penalty: 4961.473633
	Iteration 37Q: 3 clusters Score -3146777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3146778.000000 Penalty: 4961.473633
	Iteration 38Q: 3 clusters Score -3146778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3146776.750000 Penalty: 4961.473633
	Iteration 39Q: 3 clusters Score -3146777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3146782.500000 Penalty: 4961.473633
	Iteration 40F: 3 clusters Score -3146782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3146782.500000 Penalty: 4961.473633
	Iteration 41Q: 3 clusters Score -3146782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -3146780.750000 Penalty: 4961.473633
	Iteration 42Q: 3 clusters Score -3146781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3146788.250000 Penalty: 4961.473633
	Iteration 43Q: 3 clusters Score -3146788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3146789.000000 Penalty: 4961.473633
	Iteration 44Q: 3 clusters Score -3146789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3146790.000000 Penalty: 4961.473633
	Iteration 45Q: 3 clusters Score -3146790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3146795.250000 Penalty: 4961.473633
	Iteration 46Q: 3 clusters Score -3146795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -3146793.250000 Penalty: 4961.473633
	Iteration 47Q: 3 clusters Score -3146793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3146791.750000 Penalty: 4961.473633
	Iteration 48Q: 3 clusters Score -3146792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3146796.750000 Penalty: 4961.473633
	Iteration 49Q: 3 clusters Score -3146797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3146797.750000 Penalty: 4961.473633
	Iteration 50Q: 3 clusters Score -3146798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3146798.250000 Penalty: 4961.473633
	Iteration 51Q: 3 clusters Score -3146798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3146802.500000 Penalty: 4961.473633
	Iteration 52Q: 3 clusters Score -3146802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3146800.750000 Penalty: 4961.473633
	Iteration 53Q: 3 clusters Score -3146801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3146800.750000 Penalty: 4961.473633
	Iteration 54F: 3 clusters Score -3146801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (123198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123198 members 
Entering Unmasked Estep 
Score: -17546162.000000 Penalty: 2906.943848
	Iteration 0F: 2 clusters Score -1.754616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -17467052.000000 Penalty: 5813.887695
	Iteration 0F: 3 clusters Score -1.746705e+07 nChanged 58701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -17501286.000000 Penalty: 5813.887695
	Iteration 1F: 3 clusters Score -1.750129e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -17502126.000000 Penalty: 5813.887695
	Iteration 2Q: 3 clusters Score -1.750213e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -17503364.000000 Penalty: 5813.887695
	Iteration 3Q: 3 clusters Score -1.750336e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -17505106.000000 Penalty: 5813.887695
	Iteration 4Q: 3 clusters Score -1.750511e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -17507244.000000 Penalty: 5813.887695
	Iteration 5Q: 3 clusters Score -1.750724e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -17509906.000000 Penalty: 5813.887695
	Iteration 6Q: 3 clusters Score -1.750991e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -17513016.000000 Penalty: 5813.887695
	Iteration 7Q: 3 clusters Score -1.751302e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -17516296.000000 Penalty: 5813.887695
	Iteration 8F: 3 clusters Score -1.75163e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -17520784.000000 Penalty: 5813.887695
	Iteration 9F: 3 clusters Score -1.752078e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -17525856.000000 Penalty: 5813.887695
	Iteration 10F: 3 clusters Score -1.752586e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -17530276.000000 Penalty: 5813.887695
	Iteration 11F: 3 clusters Score -1.753028e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -17532960.000000 Penalty: 5813.887695
	Iteration 12Q: 3 clusters Score -1.753296e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -17534326.000000 Penalty: 5813.887695
	Iteration 13Q: 3 clusters Score -1.753433e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -17535298.000000 Penalty: 5813.887695
	Iteration 14Q: 3 clusters Score -1.75353e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -17536228.000000 Penalty: 5813.887695
	Iteration 15Q: 3 clusters Score -1.753623e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -17537110.000000 Penalty: 5813.887695
	Iteration 16Q: 3 clusters Score -1.753711e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -17537902.000000 Penalty: 5813.887695
	Iteration 17Q: 3 clusters Score -1.75379e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -17538766.000000 Penalty: 5813.887695
	Iteration 18Q: 3 clusters Score -1.753877e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -17539562.000000 Penalty: 5813.887695
	Iteration 19Q: 3 clusters Score -1.753956e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -17540202.000000 Penalty: 5813.887695
	Iteration 20F: 3 clusters Score -1.75402e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -17540718.000000 Penalty: 5813.887695
	Iteration 21Q: 3 clusters Score -1.754072e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -17541126.000000 Penalty: 5813.887695
	Iteration 22Q: 3 clusters Score -1.754113e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -17541414.000000 Penalty: 5813.887695
	Iteration 23Q: 3 clusters Score -1.754141e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -17541698.000000 Penalty: 5813.887695
	Iteration 24Q: 3 clusters Score -1.75417e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -17541888.000000 Penalty: 5813.887695
	Iteration 25Q: 3 clusters Score -1.754189e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -17542008.000000 Penalty: 5813.887695
	Iteration 26Q: 3 clusters Score -1.754201e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -17542072.000000 Penalty: 5813.887695
	Iteration 27Q: 3 clusters Score -1.754207e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -17542198.000000 Penalty: 5813.887695
	Iteration 28Q: 3 clusters Score -1.75422e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -17542290.000000 Penalty: 5813.887695
	Iteration 29Q: 3 clusters Score -1.754229e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -17542346.000000 Penalty: 5813.887695
	Iteration 30Q: 3 clusters Score -1.754235e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -17542344.000000 Penalty: 5813.887695
	Iteration 31Q: 3 clusters Score -1.754234e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -17542370.000000 Penalty: 5813.887695
	Iteration 32Q: 3 clusters Score -1.754237e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -17542620.000000 Penalty: 5813.887695
	Iteration 33Q: 3 clusters Score -1.754262e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -17542660.000000 Penalty: 5813.887695
	Iteration 34Q: 3 clusters Score -1.754266e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -17542784.000000 Penalty: 5813.887695
	Iteration 35Q: 3 clusters Score -1.754278e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -17542970.000000 Penalty: 5813.887695
	Iteration 36Q: 3 clusters Score -1.754297e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90904 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -17543088.000000 Penalty: 5813.887695
	Iteration 37Q: 3 clusters Score -1.754309e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91946 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -17543132.000000 Penalty: 5813.887695
	Iteration 38Q: 3 clusters Score -1.754313e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -17543228.000000 Penalty: 5813.887695
	Iteration 39Q: 3 clusters Score -1.754323e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -17543256.000000 Penalty: 5813.887695
	Iteration 40F: 3 clusters Score -1.754326e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -17543484.000000 Penalty: 5813.887695
	Iteration 41Q: 3 clusters Score -1.754348e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96405 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -17543588.000000 Penalty: 5813.887695
	Iteration 42Q: 3 clusters Score -1.754359e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97682 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -17543706.000000 Penalty: 5813.887695
	Iteration 43Q: 3 clusters Score -1.754371e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -17543710.000000 Penalty: 5813.887695
	Iteration 44Q: 3 clusters Score -1.754371e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -17543816.000000 Penalty: 5813.887695
	Iteration 45Q: 3 clusters Score -1.754382e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101471 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -17543842.000000 Penalty: 5813.887695
	Iteration 46Q: 3 clusters Score -1.754384e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -17544012.000000 Penalty: 5813.887695
	Iteration 47Q: 3 clusters Score -1.754401e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104101 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -17544078.000000 Penalty: 5813.887695
	Iteration 48Q: 3 clusters Score -1.754408e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105440 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -17544114.000000 Penalty: 5813.887695
	Iteration 49Q: 3 clusters Score -1.754411e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -17544172.000000 Penalty: 5813.887695
	Iteration 50Q: 3 clusters Score -1.754417e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -17544168.000000 Penalty: 5813.887695
	Iteration 51Q: 3 clusters Score -1.754417e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109783 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -17544430.000000 Penalty: 5813.887695
	Iteration 52Q: 3 clusters Score -1.754443e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -17544570.000000 Penalty: 5813.887695
	Iteration 53Q: 3 clusters Score -1.754457e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112492 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -17544860.000000 Penalty: 5813.887695
	Iteration 54Q: 3 clusters Score -1.754486e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113656 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -17544980.000000 Penalty: 5813.887695
	Iteration 55Q: 3 clusters Score -1.754498e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114679 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -17545060.000000 Penalty: 5813.887695
	Iteration 56Q: 3 clusters Score -1.754506e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115574 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -17545090.000000 Penalty: 5813.887695
	Iteration 57Q: 3 clusters Score -1.754509e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116358 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -17545118.000000 Penalty: 5813.887695
	Iteration 58Q: 3 clusters Score -1.754512e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117045 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -17545250.000000 Penalty: 5813.887695
	Iteration 59Q: 3 clusters Score -1.754525e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117625 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -17545292.000000 Penalty: 5813.887695
	Iteration 60F: 3 clusters Score -1.754529e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118182 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -17545332.000000 Penalty: 5813.887695
	Iteration 61Q: 3 clusters Score -1.754533e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118664 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -17545298.000000 Penalty: 5813.887695
	Iteration 62Q: 3 clusters Score -1.75453e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119071 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -17545306.000000 Penalty: 5813.887695
	Iteration 63Q: 3 clusters Score -1.754531e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -17545326.000000 Penalty: 5813.887695
	Iteration 64Q: 3 clusters Score -1.754533e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -17545284.000000 Penalty: 5813.887695
	Iteration 65Q: 3 clusters Score -1.754528e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119884 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -17545236.000000 Penalty: 5813.887695
	Iteration 66Q: 3 clusters Score -1.754524e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120071 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -17545234.000000 Penalty: 5813.887695
	Iteration 67Q: 3 clusters Score -1.754523e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120234 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -17545270.000000 Penalty: 5813.887695
	Iteration 68Q: 3 clusters Score -1.754527e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120380 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -17545270.000000 Penalty: 5813.887695
	Iteration 69Q: 3 clusters Score -1.754527e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120501 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -17545262.000000 Penalty: 5813.887695
	Iteration 70Q: 3 clusters Score -1.754526e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120585 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -17545264.000000 Penalty: 5813.887695
	Iteration 71Q: 3 clusters Score -1.754526e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120668 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -17545228.000000 Penalty: 5813.887695
	Iteration 72Q: 3 clusters Score -1.754523e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120750 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -17545280.000000 Penalty: 5813.887695
	Iteration 73Q: 3 clusters Score -1.754528e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -17545270.000000 Penalty: 5813.887695
	Iteration 74Q: 3 clusters Score -1.754527e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120865 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -17545270.000000 Penalty: 5813.887695
	Iteration 75Q: 3 clusters Score -1.754527e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120910 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -17545246.000000 Penalty: 5813.887695
	Iteration 76Q: 3 clusters Score -1.754525e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120952 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -17545234.000000 Penalty: 5813.887695
	Iteration 77Q: 3 clusters Score -1.754523e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120983 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -17545232.000000 Penalty: 5813.887695
	Iteration 78Q: 3 clusters Score -1.754523e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121018 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -17545210.000000 Penalty: 5813.887695
	Iteration 79Q: 3 clusters Score -1.754521e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121051 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -17545220.000000 Penalty: 5813.887695
	Iteration 80F: 3 clusters Score -1.754522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -17545190.000000 Penalty: 5813.887695
	Iteration 81Q: 3 clusters Score -1.754519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121098 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17545184.000000 Penalty: 5813.887695
	Iteration 82Q: 3 clusters Score -1.754518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -17545176.000000 Penalty: 5813.887695
	Iteration 83Q: 3 clusters Score -1.754518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121118 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -17545196.000000 Penalty: 5813.887695
	Iteration 84Q: 3 clusters Score -1.75452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121130 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -17545184.000000 Penalty: 5813.887695
	Iteration 85Q: 3 clusters Score -1.754518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -17545184.000000 Penalty: 5813.887695
	Iteration 86Q: 3 clusters Score -1.754518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121145 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -17545188.000000 Penalty: 5813.887695
	Iteration 87Q: 3 clusters Score -1.754519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121151 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -17545162.000000 Penalty: 5813.887695
	Iteration 88Q: 3 clusters Score -1.754516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121161 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -17545162.000000 Penalty: 5813.887695
	Iteration 89Q: 3 clusters Score -1.754516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121169 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -17545170.000000 Penalty: 5813.887695
	Iteration 90Q: 3 clusters Score -1.754517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121178 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -17545158.000000 Penalty: 5813.887695
	Iteration 91Q: 3 clusters Score -1.754516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121187 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -17545162.000000 Penalty: 5813.887695
	Iteration 92Q: 3 clusters Score -1.754516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121197 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -17545140.000000 Penalty: 5813.887695
	Iteration 93Q: 3 clusters Score -1.754514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -17545146.000000 Penalty: 5813.887695
	Iteration 94Q: 3 clusters Score -1.754515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121207 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -17545142.000000 Penalty: 5813.887695
	Iteration 95Q: 3 clusters Score -1.754514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121211 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -17545140.000000 Penalty: 5813.887695
	Iteration 96Q: 3 clusters Score -1.754514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121217 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -17545126.000000 Penalty: 5813.887695
	Iteration 97Q: 3 clusters Score -1.754513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121227 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -17545134.000000 Penalty: 5813.887695
	Iteration 98Q: 3 clusters Score -1.754513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121234 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -17545142.000000 Penalty: 5813.887695
	Iteration 99Q: 3 clusters Score -1.754514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121244 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -17545136.000000 Penalty: 5813.887695
	Iteration 100F: 3 clusters Score -1.754514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121255 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -17545140.000000 Penalty: 5813.887695
	Iteration 101Q: 3 clusters Score -1.754514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121261 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -17545148.000000 Penalty: 5813.887695
	Iteration 102Q: 3 clusters Score -1.754515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121266 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -17545140.000000 Penalty: 5813.887695
	Iteration 103Q: 3 clusters Score -1.754514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121267 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -17545132.000000 Penalty: 5813.887695
	Iteration 104Q: 3 clusters Score -1.754513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121268 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -17545130.000000 Penalty: 5813.887695
	Iteration 105Q: 3 clusters Score -1.754513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121269 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -17545132.000000 Penalty: 5813.887695
	Iteration 106Q: 3 clusters Score -1.754513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121271 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -17545136.000000 Penalty: 5813.887695
	Iteration 107Q: 3 clusters Score -1.754514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121276 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -17545136.000000 Penalty: 5813.887695
	Iteration 108Q: 3 clusters Score -1.754514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121277 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -17545138.000000 Penalty: 5813.887695
	Iteration 109Q: 3 clusters Score -1.754514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121278 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -17545144.000000 Penalty: 5813.887695
	Iteration 110Q: 3 clusters Score -1.754514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -17545144.000000 Penalty: 5813.887695
	Iteration 111Q: 3 clusters Score -1.754514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121287 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -17545150.000000 Penalty: 5813.887695
	Iteration 112Q: 3 clusters Score -1.754515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121288 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -17545158.000000 Penalty: 5813.887695
	Iteration 113Q: 3 clusters Score -1.754516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121289 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -17545162.000000 Penalty: 5813.887695
	Iteration 114Q: 3 clusters Score -1.754516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121289 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -17545162.000000 Penalty: 5813.887695
	Iteration 115F: 3 clusters Score -1.754516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Entering Unmasked Estep 
Score: -8161060.000000 Penalty: 2716.530029
	Iteration 0F: 2 clusters Score -8161060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -8122682.000000 Penalty: 5433.060059
	Iteration 0F: 3 clusters Score -8122682 nChanged 26588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -8137469.000000 Penalty: 5433.060059
	Iteration 1F: 3 clusters Score -8137469 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -8138121.500000 Penalty: 5433.060059
	Iteration 2Q: 3 clusters Score -8138122 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -8138782.500000 Penalty: 5433.060059
	Iteration 3Q: 3 clusters Score -8138782 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -8139410.500000 Penalty: 5433.060059
	Iteration 4Q: 3 clusters Score -8139410 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -8140117.000000 Penalty: 5433.060059
	Iteration 5Q: 3 clusters Score -8140117 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -8141096.000000 Penalty: 5433.060059
	Iteration 6Q: 3 clusters Score -8141096 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -8142302.000000 Penalty: 5433.060059
	Iteration 7Q: 3 clusters Score -8142302 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -8143850.500000 Penalty: 5433.060059
	Iteration 8Q: 3 clusters Score -8143850 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -8145717.500000 Penalty: 5433.060059
	Iteration 9F: 3 clusters Score -8145718 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -8147701.000000 Penalty: 5433.060059
	Iteration 10F: 3 clusters Score -8147701 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -8149400.000000 Penalty: 5433.060059
	Iteration 11F: 3 clusters Score -8149400 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -8150720.500000 Penalty: 5433.060059
	Iteration 12Q: 3 clusters Score -8150720 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -8151407.500000 Penalty: 5433.060059
	Iteration 13Q: 3 clusters Score -8151408 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -8151847.500000 Penalty: 5433.060059
	Iteration 14Q: 3 clusters Score -8151848 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -8152116.000000 Penalty: 5433.060059
	Iteration 15Q: 3 clusters Score -8152116 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -8152302.000000 Penalty: 5433.060059
	Iteration 16Q: 3 clusters Score -8152302 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -8152490.000000 Penalty: 5433.060059
	Iteration 17Q: 3 clusters Score -8152490 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -8152686.000000 Penalty: 5433.060059
	Iteration 18Q: 3 clusters Score -8152686 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -8152862.500000 Penalty: 5433.060059
	Iteration 19Q: 3 clusters Score -8152862 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -8153033.000000 Penalty: 5433.060059
	Iteration 20F: 3 clusters Score -8153033 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -8153250.000000 Penalty: 5433.060059
	Iteration 21Q: 3 clusters Score -8153250 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -8153482.000000 Penalty: 5433.060059
	Iteration 22Q: 3 clusters Score -8153482 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -8153737.000000 Penalty: 5433.060059
	Iteration 23Q: 3 clusters Score -8153737 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -8153994.500000 Penalty: 5433.060059
	Iteration 24Q: 3 clusters Score -8153994 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -8154262.500000 Penalty: 5433.060059
	Iteration 25Q: 3 clusters Score -8154262 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -8154529.500000 Penalty: 5433.060059
	Iteration 26Q: 3 clusters Score -8154530 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -8154852.000000 Penalty: 5433.060059
	Iteration 27Q: 3 clusters Score -8154852 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -8155219.000000 Penalty: 5433.060059
	Iteration 28Q: 3 clusters Score -8155219 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -8155603.500000 Penalty: 5433.060059
	Iteration 29Q: 3 clusters Score -8155604 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -8155946.000000 Penalty: 5433.060059
	Iteration 30Q: 3 clusters Score -8155946 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -8156347.000000 Penalty: 5433.060059
	Iteration 31Q: 3 clusters Score -8156347 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -8156679.500000 Penalty: 5433.060059
	Iteration 32Q: 3 clusters Score -8156680 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8157028.500000 Penalty: 5433.060059
	Iteration 33Q: 3 clusters Score -8157028 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -8157292.000000 Penalty: 5433.060059
	Iteration 34Q: 3 clusters Score -8157292 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -8157510.000000 Penalty: 5433.060059
	Iteration 35Q: 3 clusters Score -8157510 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8157725.000000 Penalty: 5433.060059
	Iteration 36Q: 3 clusters Score -8157725 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8157907.500000 Penalty: 5433.060059
	Iteration 37Q: 3 clusters Score -8157908 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8158095.500000 Penalty: 5433.060059
	Iteration 38Q: 3 clusters Score -8158096 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8158251.500000 Penalty: 5433.060059
	Iteration 39Q: 3 clusters Score -8158252 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8158382.000000 Penalty: 5433.060059
	Iteration 40F: 3 clusters Score -8158382 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8158457.000000 Penalty: 5433.060059
	Iteration 41Q: 3 clusters Score -8158457 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8158546.000000 Penalty: 5433.060059
	Iteration 42Q: 3 clusters Score -8158546 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8158584.500000 Penalty: 5433.060059
	Iteration 43Q: 3 clusters Score -8158584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8158618.500000 Penalty: 5433.060059
	Iteration 44Q: 3 clusters Score -8158618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8158659.000000 Penalty: 5433.060059
	Iteration 45Q: 3 clusters Score -8158659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8158677.000000 Penalty: 5433.060059
	Iteration 46Q: 3 clusters Score -8158677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8158705.500000 Penalty: 5433.060059
	Iteration 47Q: 3 clusters Score -8158706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8158713.000000 Penalty: 5433.060059
	Iteration 48Q: 3 clusters Score -8158713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8158710.000000 Penalty: 5433.060059
	Iteration 49Q: 3 clusters Score -8158710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8158717.000000 Penalty: 5433.060059
	Iteration 50Q: 3 clusters Score -8158717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8158721.000000 Penalty: 5433.060059
	Iteration 51Q: 3 clusters Score -8158721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8158722.000000 Penalty: 5433.060059
	Iteration 52Q: 3 clusters Score -8158722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8158735.500000 Penalty: 5433.060059
	Iteration 53Q: 3 clusters Score -8158736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8158735.500000 Penalty: 5433.060059
	Iteration 54Q: 3 clusters Score -8158736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8158755.500000 Penalty: 5433.060059
	Iteration 55Q: 3 clusters Score -8158756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8158753.500000 Penalty: 5433.060059
	Iteration 56Q: 3 clusters Score -8158754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8158769.500000 Penalty: 5433.060059
	Iteration 57Q: 3 clusters Score -8158770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8158763.000000 Penalty: 5433.060059
	Iteration 58Q: 3 clusters Score -8158763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8158771.000000 Penalty: 5433.060059
	Iteration 59Q: 3 clusters Score -8158771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8158776.500000 Penalty: 5433.060059
	Iteration 60F: 3 clusters Score -8158776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8158777.500000 Penalty: 5433.060059
	Iteration 61Q: 3 clusters Score -8158778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8158776.500000 Penalty: 5433.060059
	Iteration 62Q: 3 clusters Score -8158776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8158779.000000 Penalty: 5433.060059
	Iteration 63Q: 3 clusters Score -8158779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8158779.000000 Penalty: 5433.060059
	Iteration 64F: 3 clusters Score -8158779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Entering Unmasked Estep 
Score: -13123726.000000 Penalty: 2834.340820
	Iteration 0F: 2 clusters Score -1.312373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -13062281.000000 Penalty: 5668.681641
	Iteration 0F: 3 clusters Score -1.306228e+07 nChanged 43351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -13086662.000000 Penalty: 5668.681641
	Iteration 1F: 3 clusters Score -1.308666e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -13087153.000000 Penalty: 5668.681641
	Iteration 2Q: 3 clusters Score -1.308715e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -13087703.000000 Penalty: 5668.681641
	Iteration 3Q: 3 clusters Score -1.30877e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -13088213.000000 Penalty: 5668.681641
	Iteration 4Q: 3 clusters Score -1.308821e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -13088771.000000 Penalty: 5668.681641
	Iteration 5Q: 3 clusters Score -1.308877e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -13089405.000000 Penalty: 5668.681641
	Iteration 6Q: 3 clusters Score -1.30894e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -13090165.000000 Penalty: 5668.681641
	Iteration 7Q: 3 clusters Score -1.309016e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -13091084.000000 Penalty: 5668.681641
	Iteration 8Q: 3 clusters Score -1.309108e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -13092075.000000 Penalty: 5668.681641
	Iteration 9Q: 3 clusters Score -1.309208e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -13093472.000000 Penalty: 5668.681641
	Iteration 10Q: 3 clusters Score -1.309347e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -13095125.000000 Penalty: 5668.681641
	Iteration 11Q: 3 clusters Score -1.309512e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -13097153.000000 Penalty: 5668.681641
	Iteration 12Q: 3 clusters Score -1.309715e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -13099367.000000 Penalty: 5668.681641
	Iteration 13Q: 3 clusters Score -1.309937e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -13101782.000000 Penalty: 5668.681641
	Iteration 14Q: 3 clusters Score -1.310178e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -13104316.000000 Penalty: 5668.681641
	Iteration 15Q: 3 clusters Score -1.310432e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -13106563.000000 Penalty: 5668.681641
	Iteration 16Q: 3 clusters Score -1.310656e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -13108023.000000 Penalty: 5668.681641
	Iteration 17Q: 3 clusters Score -1.310802e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -13108931.000000 Penalty: 5668.681641
	Iteration 18Q: 3 clusters Score -1.310893e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -13109506.000000 Penalty: 5668.681641
	Iteration 19Q: 3 clusters Score -1.310951e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -13110076.000000 Penalty: 5668.681641
	Iteration 20F: 3 clusters Score -1.311008e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -13110656.000000 Penalty: 5668.681641
	Iteration 21Q: 3 clusters Score -1.311066e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -13111247.000000 Penalty: 5668.681641
	Iteration 22Q: 3 clusters Score -1.311125e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75416 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -13111938.000000 Penalty: 5668.681641
	Iteration 23Q: 3 clusters Score -1.311194e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -13112708.000000 Penalty: 5668.681641
	Iteration 24Q: 3 clusters Score -1.311271e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -13113425.000000 Penalty: 5668.681641
	Iteration 25Q: 3 clusters Score -1.311342e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -13114256.000000 Penalty: 5668.681641
	Iteration 26Q: 3 clusters Score -1.311426e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -13115076.000000 Penalty: 5668.681641
	Iteration 27Q: 3 clusters Score -1.311508e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -13115875.000000 Penalty: 5668.681641
	Iteration 28Q: 3 clusters Score -1.311588e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -13116683.000000 Penalty: 5668.681641
	Iteration 29Q: 3 clusters Score -1.311668e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -13117574.000000 Penalty: 5668.681641
	Iteration 30Q: 3 clusters Score -1.311757e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87348 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -13118219.000000 Penalty: 5668.681641
	Iteration 31Q: 3 clusters Score -1.311822e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -13118864.000000 Penalty: 5668.681641
	Iteration 32Q: 3 clusters Score -1.311886e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -13119384.000000 Penalty: 5668.681641
	Iteration 33Q: 3 clusters Score -1.311938e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89785 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -13119929.000000 Penalty: 5668.681641
	Iteration 34Q: 3 clusters Score -1.311993e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13120326.000000 Penalty: 5668.681641
	Iteration 35Q: 3 clusters Score -1.312033e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90679 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13120561.000000 Penalty: 5668.681641
	Iteration 36Q: 3 clusters Score -1.312056e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13120739.000000 Penalty: 5668.681641
	Iteration 37Q: 3 clusters Score -1.312074e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91059 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -13120861.000000 Penalty: 5668.681641
	Iteration 38Q: 3 clusters Score -1.312086e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91169 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13120962.000000 Penalty: 5668.681641
	Iteration 39Q: 3 clusters Score -1.312096e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91253 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13121011.000000 Penalty: 5668.681641
	Iteration 40F: 3 clusters Score -1.312101e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13121067.000000 Penalty: 5668.681641
	Iteration 41Q: 3 clusters Score -1.312107e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -13121083.000000 Penalty: 5668.681641
	Iteration 42Q: 3 clusters Score -1.312108e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91368 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -13121115.000000 Penalty: 5668.681641
	Iteration 43Q: 3 clusters Score -1.312112e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -13121139.000000 Penalty: 5668.681641
	Iteration 44Q: 3 clusters Score -1.312114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13121146.000000 Penalty: 5668.681641
	Iteration 45Q: 3 clusters Score -1.312115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13121176.000000 Penalty: 5668.681641
	Iteration 46Q: 3 clusters Score -1.312118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91425 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13121184.000000 Penalty: 5668.681641
	Iteration 47Q: 3 clusters Score -1.312118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -13121188.000000 Penalty: 5668.681641
	Iteration 48Q: 3 clusters Score -1.312119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91442 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -13121196.000000 Penalty: 5668.681641
	Iteration 49Q: 3 clusters Score -1.31212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13121210.000000 Penalty: 5668.681641
	Iteration 50Q: 3 clusters Score -1.312121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13121211.000000 Penalty: 5668.681641
	Iteration 51Q: 3 clusters Score -1.312121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -13121207.000000 Penalty: 5668.681641
	Iteration 52Q: 3 clusters Score -1.312121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -13121207.000000 Penalty: 5668.681641
	Iteration 53F: 3 clusters Score -1.312121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (117925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Entering Unmasked Estep 
Score: -16725068.000000 Penalty: 2896.095459
	Iteration 0F: 2 clusters Score -1.672507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -16647445.000000 Penalty: 5792.190918
	Iteration 0F: 3 clusters Score -1.664744e+07 nChanged 55948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -16679565.000000 Penalty: 5792.190918
	Iteration 1F: 3 clusters Score -1.667956e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -16680503.000000 Penalty: 5792.190918
	Iteration 2Q: 3 clusters Score -1.66805e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -16681983.000000 Penalty: 5792.190918
	Iteration 3Q: 3 clusters Score -1.668198e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -16683903.000000 Penalty: 5792.190918
	Iteration 4Q: 3 clusters Score -1.66839e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -16686940.000000 Penalty: 5792.190918
	Iteration 5F: 3 clusters Score -1.668694e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -16691615.000000 Penalty: 5792.190918
	Iteration 6F: 3 clusters Score -1.669162e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -16698012.000000 Penalty: 5792.190918
	Iteration 7F: 3 clusters Score -1.669801e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -16705450.000000 Penalty: 5792.190918
	Iteration 8F: 3 clusters Score -1.670545e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -16711623.000000 Penalty: 5792.190918
	Iteration 9F: 3 clusters Score -1.671162e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -16715196.000000 Penalty: 5792.190918
	Iteration 10Q: 3 clusters Score -1.67152e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 99963 members 
Entering Unmasked Estep 
Score: -16717108.000000 Penalty: 5792.190918
	Iteration 11Q: 3 clusters Score -1.671711e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 102120 members 
Entering Unmasked Estep 
Score: -16718414.000000 Penalty: 5792.190918
	Iteration 12Q: 3 clusters Score -1.671841e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 103904 members 
Entering Unmasked Estep 
Score: -16719451.000000 Penalty: 5792.190918
	Iteration 13Q: 3 clusters Score -1.671945e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 105493 members 
Entering Unmasked Estep 
Score: -16720345.000000 Penalty: 5792.190918
	Iteration 14Q: 3 clusters Score -1.672034e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 106849 members 
Entering Unmasked Estep 
Score: -16721166.000000 Penalty: 5792.190918
	Iteration 15Q: 3 clusters Score -1.672117e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 107952 members 
Entering Unmasked Estep 
Score: -16721752.000000 Penalty: 5792.190918
	Iteration 16Q: 3 clusters Score -1.672175e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 108802 members 
Entering Unmasked Estep 
Score: -16722062.000000 Penalty: 5792.190918
	Iteration 17Q: 3 clusters Score -1.672206e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 109518 members 
Entering Unmasked Estep 
Score: -16722349.000000 Penalty: 5792.190918
	Iteration 18Q: 3 clusters Score -1.672235e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -16722600.000000 Penalty: 5792.190918
	Iteration 19Q: 3 clusters Score -1.67226e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 110586 members 
Entering Unmasked Estep 
Score: -16722765.000000 Penalty: 5792.190918
	Iteration 20F: 3 clusters Score -1.672276e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 111012 members 
Entering Unmasked Estep 
Score: -16722860.000000 Penalty: 5792.190918
	Iteration 21Q: 3 clusters Score -1.672286e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 111388 members 
Entering Unmasked Estep 
Score: -16722916.000000 Penalty: 5792.190918
	Iteration 22Q: 3 clusters Score -1.672292e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 111693 members 
Entering Unmasked Estep 
Score: -16723004.000000 Penalty: 5792.190918
	Iteration 23Q: 3 clusters Score -1.6723e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 111944 members 
Entering Unmasked Estep 
Score: -16723078.000000 Penalty: 5792.190918
	Iteration 24Q: 3 clusters Score -1.672308e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 112195 members 
Entering Unmasked Estep 
Score: -16723196.000000 Penalty: 5792.190918
	Iteration 25Q: 3 clusters Score -1.67232e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 112387 members 
Entering Unmasked Estep 
Score: -16723236.000000 Penalty: 5792.190918
	Iteration 26Q: 3 clusters Score -1.672324e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 112537 members 
Entering Unmasked Estep 
Score: -16723251.000000 Penalty: 5792.190918
	Iteration 27Q: 3 clusters Score -1.672325e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 112673 members 
Entering Unmasked Estep 
Score: -16723270.000000 Penalty: 5792.190918
	Iteration 28Q: 3 clusters Score -1.672327e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 112776 members 
Entering Unmasked Estep 
Score: -16723299.000000 Penalty: 5792.190918
	Iteration 29Q: 3 clusters Score -1.67233e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 112881 members 
Entering Unmasked Estep 
Score: -16723312.000000 Penalty: 5792.190918
	Iteration 30Q: 3 clusters Score -1.672331e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 112969 members 
Entering Unmasked Estep 
Score: -16723330.000000 Penalty: 5792.190918
	Iteration 31Q: 3 clusters Score -1.672333e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 113062 members 
Entering Unmasked Estep 
Score: -16723374.000000 Penalty: 5792.190918
	Iteration 32Q: 3 clusters Score -1.672337e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 113143 members 
Entering Unmasked Estep 
Score: -16723399.000000 Penalty: 5792.190918
	Iteration 33Q: 3 clusters Score -1.67234e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 113215 members 
Entering Unmasked Estep 
Score: -16723413.000000 Penalty: 5792.190918
	Iteration 34Q: 3 clusters Score -1.672341e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 113281 members 
Entering Unmasked Estep 
Score: -16723399.000000 Penalty: 5792.190918
	Iteration 35Q: 3 clusters Score -1.67234e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 113338 members 
Entering Unmasked Estep 
Score: -16723406.000000 Penalty: 5792.190918
	Iteration 36Q: 3 clusters Score -1.672341e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 113391 members 
Entering Unmasked Estep 
Score: -16723407.000000 Penalty: 5792.190918
	Iteration 37Q: 3 clusters Score -1.672341e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 113445 members 
Entering Unmasked Estep 
Score: -16723422.000000 Penalty: 5792.190918
	Iteration 38Q: 3 clusters Score -1.672342e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 113497 members 
Entering Unmasked Estep 
Score: -16723428.000000 Penalty: 5792.190918
	Iteration 39Q: 3 clusters Score -1.672343e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 113559 members 
Entering Unmasked Estep 
Score: -16723452.000000 Penalty: 5792.190918
	Iteration 40F: 3 clusters Score -1.672345e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -16723450.000000 Penalty: 5792.190918
	Iteration 41Q: 3 clusters Score -1.672345e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 113649 members 
Entering Unmasked Estep 
Score: -16723463.000000 Penalty: 5792.190918
	Iteration 42Q: 3 clusters Score -1.672346e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 113698 members 
Entering Unmasked Estep 
Score: -16723472.000000 Penalty: 5792.190918
	Iteration 43Q: 3 clusters Score -1.672347e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 113750 members 
Entering Unmasked Estep 
Score: -16723495.000000 Penalty: 5792.190918
	Iteration 44Q: 3 clusters Score -1.67235e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 113801 members 
Entering Unmasked Estep 
Score: -16723469.000000 Penalty: 5792.190918
	Iteration 45Q: 3 clusters Score -1.672347e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 113854 members 
Entering Unmasked Estep 
Score: -16723502.000000 Penalty: 5792.190918
	Iteration 46Q: 3 clusters Score -1.67235e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -16723514.000000 Penalty: 5792.190918
	Iteration 47Q: 3 clusters Score -1.672351e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 113939 members 
Entering Unmasked Estep 
Score: -16723480.000000 Penalty: 5792.190918
	Iteration 48Q: 3 clusters Score -1.672348e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 113974 members 
Entering Unmasked Estep 
Score: -16723497.000000 Penalty: 5792.190918
	Iteration 49Q: 3 clusters Score -1.67235e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 114006 members 
Entering Unmasked Estep 
Score: -16723492.000000 Penalty: 5792.190918
	Iteration 50Q: 3 clusters Score -1.672349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 114028 members 
Entering Unmasked Estep 
Score: -16723497.000000 Penalty: 5792.190918
	Iteration 51Q: 3 clusters Score -1.67235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 114055 members 
Entering Unmasked Estep 
Score: -16723517.000000 Penalty: 5792.190918
	Iteration 52Q: 3 clusters Score -1.672352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 114077 members 
Entering Unmasked Estep 
Score: -16723510.000000 Penalty: 5792.190918
	Iteration 53Q: 3 clusters Score -1.672351e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 114104 members 
Entering Unmasked Estep 
Score: -16723520.000000 Penalty: 5792.190918
	Iteration 54Q: 3 clusters Score -1.672352e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 114130 members 
Entering Unmasked Estep 
Score: -16723520.000000 Penalty: 5792.190918
	Iteration 55Q: 3 clusters Score -1.672352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 114151 members 
Entering Unmasked Estep 
Score: -16723500.000000 Penalty: 5792.190918
	Iteration 56Q: 3 clusters Score -1.67235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 114173 members 
Entering Unmasked Estep 
Score: -16723522.000000 Penalty: 5792.190918
	Iteration 57Q: 3 clusters Score -1.672352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 114192 members 
Entering Unmasked Estep 
Score: -16723527.000000 Penalty: 5792.190918
	Iteration 58Q: 3 clusters Score -1.672353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 114212 members 
Entering Unmasked Estep 
Score: -16723511.000000 Penalty: 5792.190918
	Iteration 59Q: 3 clusters Score -1.672351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 114231 members 
Entering Unmasked Estep 
Score: -16723501.000000 Penalty: 5792.190918
	Iteration 60F: 3 clusters Score -1.67235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 114254 members 
Entering Unmasked Estep 
Score: -16723506.000000 Penalty: 5792.190918
	Iteration 61Q: 3 clusters Score -1.672351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 114270 members 
Entering Unmasked Estep 
Score: -16723517.000000 Penalty: 5792.190918
	Iteration 62Q: 3 clusters Score -1.672352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 114284 members 
Entering Unmasked Estep 
Score: -16723520.000000 Penalty: 5792.190918
	Iteration 63Q: 3 clusters Score -1.672352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 114295 members 
Entering Unmasked Estep 
Score: -16723529.000000 Penalty: 5792.190918
	Iteration 64Q: 3 clusters Score -1.672353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 114313 members 
Entering Unmasked Estep 
Score: -16723518.000000 Penalty: 5792.190918
	Iteration 65Q: 3 clusters Score -1.672352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -16723531.000000 Penalty: 5792.190918
	Iteration 66Q: 3 clusters Score -1.672353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 114344 members 
Entering Unmasked Estep 
Score: -16723526.000000 Penalty: 5792.190918
	Iteration 67Q: 3 clusters Score -1.672353e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -16723523.000000 Penalty: 5792.190918
	Iteration 68Q: 3 clusters Score -1.672352e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 114396 members 
Entering Unmasked Estep 
Score: -16723506.000000 Penalty: 5792.190918
	Iteration 69Q: 3 clusters Score -1.672351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 114413 members 
Entering Unmasked Estep 
Score: -16723498.000000 Penalty: 5792.190918
	Iteration 70Q: 3 clusters Score -1.67235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 114430 members 
Entering Unmasked Estep 
Score: -16723488.000000 Penalty: 5792.190918
	Iteration 71Q: 3 clusters Score -1.672349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 114442 members 
Entering Unmasked Estep 
Score: -16723482.000000 Penalty: 5792.190918
	Iteration 72Q: 3 clusters Score -1.672348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 114452 members 
Entering Unmasked Estep 
Score: -16723482.000000 Penalty: 5792.190918
	Iteration 73Q: 3 clusters Score -1.672348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 114464 members 
Entering Unmasked Estep 
Score: -16723484.000000 Penalty: 5792.190918
	Iteration 74Q: 3 clusters Score -1.672348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 114470 members 
Entering Unmasked Estep 
Score: -16723491.000000 Penalty: 5792.190918
	Iteration 75Q: 3 clusters Score -1.672349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 114474 members 
Entering Unmasked Estep 
Score: -16723494.000000 Penalty: 5792.190918
	Iteration 76Q: 3 clusters Score -1.672349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 114479 members 
Entering Unmasked Estep 
Score: -16723492.000000 Penalty: 5792.190918
	Iteration 77Q: 3 clusters Score -1.672349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 114480 members 
Entering Unmasked Estep 
Score: -16723493.000000 Penalty: 5792.190918
	Iteration 78Q: 3 clusters Score -1.672349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 114480 members 
Entering Unmasked Estep 
Score: -16723493.000000 Penalty: 5792.190918
	Iteration 79F: 3 clusters Score -1.672349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Entering Unmasked Estep 
Score: -13367265.000000 Penalty: 2839.810303
	Iteration 0F: 2 clusters Score -1.336726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -13304722.000000 Penalty: 5679.620605
	Iteration 0F: 3 clusters Score -1.330472e+07 nChanged 44441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -13330019.000000 Penalty: 5679.620605
	Iteration 1F: 3 clusters Score -1.333002e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -13331281.000000 Penalty: 5679.620605
	Iteration 2Q: 3 clusters Score -1.333128e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -13333198.000000 Penalty: 5679.620605
	Iteration 3Q: 3 clusters Score -1.33332e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -13335935.000000 Penalty: 5679.620605
	Iteration 4F: 3 clusters Score -1.333594e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -13340351.000000 Penalty: 5679.620605
	Iteration 5F: 3 clusters Score -1.334035e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -13346380.000000 Penalty: 5679.620605
	Iteration 6F: 3 clusters Score -1.334638e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -13352998.000000 Penalty: 5679.620605
	Iteration 7F: 3 clusters Score -1.3353e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
Score: -13358076.000000 Penalty: 5679.620605
	Iteration 8F: 3 clusters Score -1.335808e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -13360947.000000 Penalty: 5679.620605
	Iteration 9Q: 3 clusters Score -1.336095e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 86860 members 
Entering Unmasked Estep 
Score: -13362406.000000 Penalty: 5679.620605
	Iteration 10Q: 3 clusters Score -1.336241e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 87967 members 
Entering Unmasked Estep 
Score: -13363235.000000 Penalty: 5679.620605
	Iteration 11Q: 3 clusters Score -1.336324e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -13363707.000000 Penalty: 5679.620605
	Iteration 12Q: 3 clusters Score -1.336371e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -13364070.000000 Penalty: 5679.620605
	Iteration 13Q: 3 clusters Score -1.336407e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -13364332.000000 Penalty: 5679.620605
	Iteration 14Q: 3 clusters Score -1.336433e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 90172 members 
Entering Unmasked Estep 
Score: -13364485.000000 Penalty: 5679.620605
	Iteration 15Q: 3 clusters Score -1.336448e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -13364658.000000 Penalty: 5679.620605
	Iteration 16Q: 3 clusters Score -1.336466e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -13364833.000000 Penalty: 5679.620605
	Iteration 17Q: 3 clusters Score -1.336483e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -13364923.000000 Penalty: 5679.620605
	Iteration 18Q: 3 clusters Score -1.336492e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -13365088.000000 Penalty: 5679.620605
	Iteration 19Q: 3 clusters Score -1.336509e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 91186 members 
Entering Unmasked Estep 
Score: -13365199.000000 Penalty: 5679.620605
	Iteration 20F: 3 clusters Score -1.33652e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 91304 members 
Entering Unmasked Estep 
Score: -13365280.000000 Penalty: 5679.620605
	Iteration 21Q: 3 clusters Score -1.336528e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -13365303.000000 Penalty: 5679.620605
	Iteration 22Q: 3 clusters Score -1.33653e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -13365306.000000 Penalty: 5679.620605
	Iteration 23Q: 3 clusters Score -1.336531e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -13365336.000000 Penalty: 5679.620605
	Iteration 24Q: 3 clusters Score -1.336534e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -13365351.000000 Penalty: 5679.620605
	Iteration 25Q: 3 clusters Score -1.336535e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -13365351.000000 Penalty: 5679.620605
	Iteration 26Q: 3 clusters Score -1.336535e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 91659 members 
Entering Unmasked Estep 
Score: -13365347.000000 Penalty: 5679.620605
	Iteration 27Q: 3 clusters Score -1.336535e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -13365362.000000 Penalty: 5679.620605
	Iteration 28Q: 3 clusters Score -1.336536e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 91730 members 
Entering Unmasked Estep 
Score: -13365368.000000 Penalty: 5679.620605
	Iteration 29Q: 3 clusters Score -1.336537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 91752 members 
Entering Unmasked Estep 
Score: -13365372.000000 Penalty: 5679.620605
	Iteration 30Q: 3 clusters Score -1.336537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -13365367.000000 Penalty: 5679.620605
	Iteration 31Q: 3 clusters Score -1.336537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 91781 members 
Entering Unmasked Estep 
Score: -13365378.000000 Penalty: 5679.620605
	Iteration 32Q: 3 clusters Score -1.336538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 91794 members 
Entering Unmasked Estep 
Score: -13365391.000000 Penalty: 5679.620605
	Iteration 33Q: 3 clusters Score -1.336539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 91802 members 
Entering Unmasked Estep 
Score: -13365403.000000 Penalty: 5679.620605
	Iteration 34Q: 3 clusters Score -1.33654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 91805 members 
Entering Unmasked Estep 
Score: -13365396.000000 Penalty: 5679.620605
	Iteration 35Q: 3 clusters Score -1.33654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 91808 members 
Entering Unmasked Estep 
Score: -13365414.000000 Penalty: 5679.620605
	Iteration 36Q: 3 clusters Score -1.336541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
Score: -13365405.000000 Penalty: 5679.620605
	Iteration 37Q: 3 clusters Score -1.33654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -13365414.000000 Penalty: 5679.620605
	Iteration 38Q: 3 clusters Score -1.336541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -13365402.000000 Penalty: 5679.620605
	Iteration 39Q: 3 clusters Score -1.33654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 91815 members 
Entering Unmasked Estep 
Score: -13365402.000000 Penalty: 5679.620605
	Iteration 40F: 3 clusters Score -1.33654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -13365403.000000 Penalty: 5679.620605
	Iteration 41Q: 3 clusters Score -1.33654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -13365406.000000 Penalty: 5679.620605
	Iteration 42Q: 3 clusters Score -1.336541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -13365406.000000 Penalty: 5679.620605
	Iteration 43F: 3 clusters Score -1.336541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -504653.937500 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -504653.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -501071.968750 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -501072 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -501973.531250 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -501973.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -502372.093750 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -502372.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -502628.406250 Penalty: 4060.762451
	Iteration 3F: 3 clusters Score -502628.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -502836.843750 Penalty: 4060.762451
	Iteration 4F: 3 clusters Score -502836.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -502993.250000 Penalty: 4060.762451
	Iteration 5F: 3 clusters Score -502993.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -503142.437500 Penalty: 4060.762451
	Iteration 6Q: 3 clusters Score -503142.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -503261.625000 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -503261.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -503362.656250 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -503362.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -503457.031250 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -503457 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -503528.937500 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -503528.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -503588.000000 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -503588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -503629.062500 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -503629.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -503665.187500 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -503665.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -503692.031250 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -503692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -503710.562500 Penalty: 4060.762451
	Iteration 15Q: 3 clusters Score -503710.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -503724.687500 Penalty: 4060.762451
	Iteration 16Q: 3 clusters Score -503724.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -503735.937500 Penalty: 4060.762451
	Iteration 17Q: 3 clusters Score -503735.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -503741.250000 Penalty: 4060.762451
	Iteration 18Q: 3 clusters Score -503741.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -503747.468750 Penalty: 4060.762451
	Iteration 19Q: 3 clusters Score -503747.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -503755.062500 Penalty: 4060.762451
	Iteration 20F: 3 clusters Score -503755.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -503762.656250 Penalty: 4060.762451
	Iteration 21Q: 3 clusters Score -503762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -503766.125000 Penalty: 4060.762451
	Iteration 22Q: 3 clusters Score -503766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -503768.125000 Penalty: 4060.762451
	Iteration 23Q: 3 clusters Score -503768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -503768.125000 Penalty: 4060.762451
	Iteration 24F: 3 clusters Score -503768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -61457.113281 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -61457.11 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 267 members 
Entering Unmasked Estep 
Score: -60077.695312 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -60077.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60414.847656 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -60414.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60740.367188 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -60740.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -61142.707031 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -61142.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -61602.316406 Penalty: 3099.987793
	Iteration 4F: 3 clusters Score -61602.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -62015.105469 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -62015.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -62281.542969 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -62281.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -62309.453125 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -62309.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -62309.453125 Penalty: 3099.987793
	Iteration 8F: 3 clusters Score -62309.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123198 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91931 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 93981 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 357 members 
Mstep: Class 10 contains 154580 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77101 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166092 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 161 members 
Entering Unmasked Estep 
Score: -147045328.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147046384.000000 to -147045328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (154580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154580 members 
Entering Unmasked Estep 
Score: -21735536.000000 Penalty: 2963.219971
	Iteration 0F: 2 clusters Score -2.173554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -21634610.000000 Penalty: 5926.439941
	Iteration 0F: 3 clusters Score -2.163461e+07 nChanged 74155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -21678072.000000 Penalty: 5926.439941
	Iteration 1F: 3 clusters Score -2.167807e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85007 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -21679794.000000 Penalty: 5926.439941
	Iteration 2Q: 3 clusters Score -2.167979e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -21682240.000000 Penalty: 5926.439941
	Iteration 3Q: 3 clusters Score -2.168224e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -21685800.000000 Penalty: 5926.439941
	Iteration 4Q: 3 clusters Score -2.16858e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -21690954.000000 Penalty: 5926.439941
	Iteration 5F: 3 clusters Score -2.169095e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -21698482.000000 Penalty: 5926.439941
	Iteration 6F: 3 clusters Score -2.169848e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123707 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -21707446.000000 Penalty: 5926.439941
	Iteration 7F: 3 clusters Score -2.170745e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134416 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -21716358.000000 Penalty: 5926.439941
	Iteration 8F: 3 clusters Score -2.171636e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143087 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -21723860.000000 Penalty: 5926.439941
	Iteration 9F: 3 clusters Score -2.172386e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148866 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -21728792.000000 Penalty: 5926.439941
	Iteration 10Q: 3 clusters Score -2.172879e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152031 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21731444.000000 Penalty: 5926.439941
	Iteration 11Q: 3 clusters Score -2.173144e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153260 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -21732470.000000 Penalty: 5926.439941
	Iteration 12Q: 3 clusters Score -2.173247e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153650 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -21732860.000000 Penalty: 5926.439941
	Iteration 13Q: 3 clusters Score -2.173286e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153776 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -21733084.000000 Penalty: 5926.439941
	Iteration 14Q: 3 clusters Score -2.173308e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -21733218.000000 Penalty: 5926.439941
	Iteration 15Q: 3 clusters Score -2.173322e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21733280.000000 Penalty: 5926.439941
	Iteration 16Q: 3 clusters Score -2.173328e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153827 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -21733366.000000 Penalty: 5926.439941
	Iteration 17Q: 3 clusters Score -2.173337e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153813 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -21733434.000000 Penalty: 5926.439941
	Iteration 18Q: 3 clusters Score -2.173343e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153801 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21733464.000000 Penalty: 5926.439941
	Iteration 19Q: 3 clusters Score -2.173346e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153796 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -21733486.000000 Penalty: 5926.439941
	Iteration 20F: 3 clusters Score -2.173349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153791 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -21733510.000000 Penalty: 5926.439941
	Iteration 21Q: 3 clusters Score -2.173351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153792 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -21733544.000000 Penalty: 5926.439941
	Iteration 22Q: 3 clusters Score -2.173354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153789 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -21733540.000000 Penalty: 5926.439941
	Iteration 23Q: 3 clusters Score -2.173354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153787 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -21733568.000000 Penalty: 5926.439941
	Iteration 24Q: 3 clusters Score -2.173357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153784 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -21733586.000000 Penalty: 5926.439941
	Iteration 25Q: 3 clusters Score -2.173359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153781 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -21733576.000000 Penalty: 5926.439941
	Iteration 26Q: 3 clusters Score -2.173358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153775 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -21733576.000000 Penalty: 5926.439941
	Iteration 27Q: 3 clusters Score -2.173358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153767 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -21733594.000000 Penalty: 5926.439941
	Iteration 28Q: 3 clusters Score -2.173359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153761 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -21733584.000000 Penalty: 5926.439941
	Iteration 29Q: 3 clusters Score -2.173358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153758 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -21733576.000000 Penalty: 5926.439941
	Iteration 30Q: 3 clusters Score -2.173358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153757 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -21733578.000000 Penalty: 5926.439941
	Iteration 31Q: 3 clusters Score -2.173358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153757 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -21733580.000000 Penalty: 5926.439941
	Iteration 32Q: 3 clusters Score -2.173358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153756 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -21733578.000000 Penalty: 5926.439941
	Iteration 33Q: 3 clusters Score -2.173358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153754 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -21733578.000000 Penalty: 5926.439941
	Iteration 34Q: 3 clusters Score -2.173358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153755 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -21733588.000000 Penalty: 5926.439941
	Iteration 35Q: 3 clusters Score -2.173359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153754 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -21733592.000000 Penalty: 5926.439941
	Iteration 36Q: 3 clusters Score -2.173359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153753 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -21733582.000000 Penalty: 5926.439941
	Iteration 37Q: 3 clusters Score -2.173358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153752 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -21733576.000000 Penalty: 5926.439941
	Iteration 38Q: 3 clusters Score -2.173358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153749 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21733578.000000 Penalty: 5926.439941
	Iteration 39Q: 3 clusters Score -2.173358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153743 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -21733588.000000 Penalty: 5926.439941
	Iteration 40F: 3 clusters Score -2.173359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Entering Unmasked Estep 
Score: -2643624.750000 Penalty: 2437.680420
	Iteration 0F: 2 clusters Score -2643625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2630482.750000 Penalty: 4875.360840
	Iteration 0F: 3 clusters Score -2630483 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2634801.250000 Penalty: 4875.360840
	Iteration 1F: 3 clusters Score -2634801 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2635321.750000 Penalty: 4875.360840
	Iteration 2F: 3 clusters Score -2635322 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2635872.250000 Penalty: 4875.360840
	Iteration 3F: 3 clusters Score -2635872 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2636514.750000 Penalty: 4875.360840
	Iteration 4F: 3 clusters Score -2636515 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2637377.250000 Penalty: 4875.360840
	Iteration 5F: 3 clusters Score -2637377 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2638426.000000 Penalty: 4875.360840
	Iteration 6F: 3 clusters Score -2638426 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2639688.750000 Penalty: 4875.360840
	Iteration 7F: 3 clusters Score -2639689 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2640758.750000 Penalty: 4875.360840
	Iteration 8F: 3 clusters Score -2640759 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2641439.000000 Penalty: 4875.360840
	Iteration 9Q: 3 clusters Score -2641439 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2641728.000000 Penalty: 4875.360840
	Iteration 10Q: 3 clusters Score -2641728 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2641842.000000 Penalty: 4875.360840
	Iteration 11Q: 3 clusters Score -2641842 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2641877.000000 Penalty: 4875.360840
	Iteration 12Q: 3 clusters Score -2641877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2641896.500000 Penalty: 4875.360840
	Iteration 13Q: 3 clusters Score -2641896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2641913.000000 Penalty: 4875.360840
	Iteration 14Q: 3 clusters Score -2641913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2641929.750000 Penalty: 4875.360840
	Iteration 15Q: 3 clusters Score -2641930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2641942.750000 Penalty: 4875.360840
	Iteration 16Q: 3 clusters Score -2641943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2641952.000000 Penalty: 4875.360840
	Iteration 17Q: 3 clusters Score -2641952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2641951.750000 Penalty: 4875.360840
	Iteration 18Q: 3 clusters Score -2641952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2641952.250000 Penalty: 4875.360840
	Iteration 19Q: 3 clusters Score -2641952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2641956.750000 Penalty: 4875.360840
	Iteration 20F: 3 clusters Score -2641957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2641961.000000 Penalty: 4875.360840
	Iteration 21Q: 3 clusters Score -2641961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2641961.000000 Penalty: 4875.360840
	Iteration 22Q: 3 clusters Score -2641961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2641961.000000 Penalty: 4875.360840
	Iteration 23Q: 3 clusters Score -2641961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2641961.000000 Penalty: 4875.360840
	Iteration 24Q: 3 clusters Score -2641961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2641966.000000 Penalty: 4875.360840
	Iteration 25Q: 3 clusters Score -2641966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2641964.250000 Penalty: 4875.360840
	Iteration 26Q: 3 clusters Score -2641964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2641962.500000 Penalty: 4875.360840
	Iteration 27Q: 3 clusters Score -2641962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2641966.000000 Penalty: 4875.360840
	Iteration 28Q: 3 clusters Score -2641966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2641969.250000 Penalty: 4875.360840
	Iteration 29Q: 3 clusters Score -2641969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2641970.000000 Penalty: 4875.360840
	Iteration 30Q: 3 clusters Score -2641970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2641973.250000 Penalty: 4875.360840
	Iteration 31Q: 3 clusters Score -2641973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2641974.500000 Penalty: 4875.360840
	Iteration 32Q: 3 clusters Score -2641974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2641974.500000 Penalty: 4875.360840
	Iteration 33F: 3 clusters Score -2641974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77101 members 
Entering Unmasked Estep 
Score: -10966344.000000 Penalty: 2790.712158
	Iteration 0F: 2 clusters Score -1.096634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -10914690.000000 Penalty: 5581.424316
	Iteration 0F: 3 clusters Score -1.091469e+07 nChanged 36087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -10934949.000000 Penalty: 5581.424316
	Iteration 1F: 3 clusters Score -1.093495e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -10935523.000000 Penalty: 5581.424316
	Iteration 2Q: 3 clusters Score -1.093552e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -10936183.000000 Penalty: 5581.424316
	Iteration 3Q: 3 clusters Score -1.093618e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -10936985.000000 Penalty: 5581.424316
	Iteration 4Q: 3 clusters Score -1.093698e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -10938051.000000 Penalty: 5581.424316
	Iteration 5Q: 3 clusters Score -1.093805e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -10939843.000000 Penalty: 5581.424316
	Iteration 6Q: 3 clusters Score -1.093984e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -10942803.000000 Penalty: 5581.424316
	Iteration 7F: 3 clusters Score -1.09428e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -10947240.000000 Penalty: 5581.424316
	Iteration 8F: 3 clusters Score -1.094724e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -10952262.000000 Penalty: 5581.424316
	Iteration 9F: 3 clusters Score -1.095226e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -10956617.000000 Penalty: 5581.424316
	Iteration 10F: 3 clusters Score -1.095662e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -10959364.000000 Penalty: 5581.424316
	Iteration 11Q: 3 clusters Score -1.095936e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -10960766.000000 Penalty: 5581.424316
	Iteration 12Q: 3 clusters Score -1.096077e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -10961550.000000 Penalty: 5581.424316
	Iteration 13Q: 3 clusters Score -1.096155e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -10962044.000000 Penalty: 5581.424316
	Iteration 14Q: 3 clusters Score -1.096204e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -10962362.000000 Penalty: 5581.424316
	Iteration 15Q: 3 clusters Score -1.096236e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -10962600.000000 Penalty: 5581.424316
	Iteration 16Q: 3 clusters Score -1.09626e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -10962795.000000 Penalty: 5581.424316
	Iteration 17Q: 3 clusters Score -1.09628e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -10962975.000000 Penalty: 5581.424316
	Iteration 18Q: 3 clusters Score -1.096298e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -10963122.000000 Penalty: 5581.424316
	Iteration 19Q: 3 clusters Score -1.096312e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -10963185.000000 Penalty: 5581.424316
	Iteration 20F: 3 clusters Score -1.096318e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -10963251.000000 Penalty: 5581.424316
	Iteration 21Q: 3 clusters Score -1.096325e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -10963380.000000 Penalty: 5581.424316
	Iteration 22Q: 3 clusters Score -1.096338e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -10963446.000000 Penalty: 5581.424316
	Iteration 23Q: 3 clusters Score -1.096345e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 74881 members 
Entering Unmasked Estep 
Score: -10963503.000000 Penalty: 5581.424316
	Iteration 24Q: 3 clusters Score -1.09635e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -10963569.000000 Penalty: 5581.424316
	Iteration 25Q: 3 clusters Score -1.096357e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -10963629.000000 Penalty: 5581.424316
	Iteration 26Q: 3 clusters Score -1.096363e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -10963668.000000 Penalty: 5581.424316
	Iteration 27Q: 3 clusters Score -1.096367e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -10963691.000000 Penalty: 5581.424316
	Iteration 28Q: 3 clusters Score -1.096369e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -10963734.000000 Penalty: 5581.424316
	Iteration 29Q: 3 clusters Score -1.096373e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -10963748.000000 Penalty: 5581.424316
	Iteration 30Q: 3 clusters Score -1.096375e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -10963766.000000 Penalty: 5581.424316
	Iteration 31Q: 3 clusters Score -1.096377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -10963790.000000 Penalty: 5581.424316
	Iteration 32Q: 3 clusters Score -1.096379e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 75631 members 
Entering Unmasked Estep 
Score: -10963786.000000 Penalty: 5581.424316
	Iteration 33Q: 3 clusters Score -1.096379e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -10963817.000000 Penalty: 5581.424316
	Iteration 34Q: 3 clusters Score -1.096382e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -10963834.000000 Penalty: 5581.424316
	Iteration 35Q: 3 clusters Score -1.096383e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -10963861.000000 Penalty: 5581.424316
	Iteration 36Q: 3 clusters Score -1.096386e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -10963872.000000 Penalty: 5581.424316
	Iteration 37Q: 3 clusters Score -1.096387e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -10963912.000000 Penalty: 5581.424316
	Iteration 38Q: 3 clusters Score -1.096391e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -10963934.000000 Penalty: 5581.424316
	Iteration 39Q: 3 clusters Score -1.096393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -10963944.000000 Penalty: 5581.424316
	Iteration 40F: 3 clusters Score -1.096394e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -10963965.000000 Penalty: 5581.424316
	Iteration 41Q: 3 clusters Score -1.096396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 76005 members 
Entering Unmasked Estep 
Score: -10963970.000000 Penalty: 5581.424316
	Iteration 42Q: 3 clusters Score -1.096397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -10963964.000000 Penalty: 5581.424316
	Iteration 43Q: 3 clusters Score -1.096396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -10963976.000000 Penalty: 5581.424316
	Iteration 44Q: 3 clusters Score -1.096398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 76063 members 
Entering Unmasked Estep 
Score: -10963988.000000 Penalty: 5581.424316
	Iteration 45Q: 3 clusters Score -1.096399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -10963998.000000 Penalty: 5581.424316
	Iteration 46Q: 3 clusters Score -1.0964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 76094 members 
Entering Unmasked Estep 
Score: -10964014.000000 Penalty: 5581.424316
	Iteration 47Q: 3 clusters Score -1.096401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -10964014.000000 Penalty: 5581.424316
	Iteration 48Q: 3 clusters Score -1.096401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -10964027.000000 Penalty: 5581.424316
	Iteration 49Q: 3 clusters Score -1.096403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 76123 members 
Entering Unmasked Estep 
Score: -10964033.000000 Penalty: 5581.424316
	Iteration 50Q: 3 clusters Score -1.096403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -10964031.000000 Penalty: 5581.424316
	Iteration 51Q: 3 clusters Score -1.096403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -10964038.000000 Penalty: 5581.424316
	Iteration 52Q: 3 clusters Score -1.096404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -10964035.000000 Penalty: 5581.424316
	Iteration 53Q: 3 clusters Score -1.096404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 76154 members 
Entering Unmasked Estep 
Score: -10964039.000000 Penalty: 5581.424316
	Iteration 54Q: 3 clusters Score -1.096404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -10964041.000000 Penalty: 5581.424316
	Iteration 55Q: 3 clusters Score -1.096404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -10964035.000000 Penalty: 5581.424316
	Iteration 56Q: 3 clusters Score -1.096404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 76166 members 
Entering Unmasked Estep 
Score: -10964040.000000 Penalty: 5581.424316
	Iteration 57Q: 3 clusters Score -1.096404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -10964058.000000 Penalty: 5581.424316
	Iteration 58Q: 3 clusters Score -1.096406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -10964058.000000 Penalty: 5581.424316
	Iteration 59Q: 3 clusters Score -1.096406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -10964057.000000 Penalty: 5581.424316
	Iteration 60F: 3 clusters Score -1.096406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 76178 members 
Entering Unmasked Estep 
Score: -10964057.000000 Penalty: 5581.424316
	Iteration 61Q: 3 clusters Score -1.096406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -10964059.000000 Penalty: 5581.424316
	Iteration 62Q: 3 clusters Score -1.096406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -10964071.000000 Penalty: 5581.424316
	Iteration 63Q: 3 clusters Score -1.096407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -10964083.000000 Penalty: 5581.424316
	Iteration 64Q: 3 clusters Score -1.096408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 76195 members 
Entering Unmasked Estep 
Score: -10964088.000000 Penalty: 5581.424316
	Iteration 65Q: 3 clusters Score -1.096409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 76199 members 
Entering Unmasked Estep 
Score: -10964077.000000 Penalty: 5581.424316
	Iteration 66Q: 3 clusters Score -1.096408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -10964074.000000 Penalty: 5581.424316
	Iteration 67Q: 3 clusters Score -1.096407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -10964086.000000 Penalty: 5581.424316
	Iteration 68Q: 3 clusters Score -1.096409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -10964085.000000 Penalty: 5581.424316
	Iteration 69Q: 3 clusters Score -1.096408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -10964077.000000 Penalty: 5581.424316
	Iteration 70Q: 3 clusters Score -1.096408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -10964077.000000 Penalty: 5581.424316
	Iteration 71Q: 3 clusters Score -1.096408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -10964072.000000 Penalty: 5581.424316
	Iteration 72Q: 3 clusters Score -1.096407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -10964076.000000 Penalty: 5581.424316
	Iteration 73Q: 3 clusters Score -1.096408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -10964079.000000 Penalty: 5581.424316
	Iteration 74Q: 3 clusters Score -1.096408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -10964083.000000 Penalty: 5581.424316
	Iteration 75Q: 3 clusters Score -1.096408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -10964083.000000 Penalty: 5581.424316
	Iteration 76F: 3 clusters Score -1.096408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -267699.687500 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -267699.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -265097.531250 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -265097.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -265638.156250 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -265638.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -265818.562500 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -265818.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -265956.781250 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -265956.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -266065.375000 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -266065.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -266157.343750 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -266157.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -266232.187500 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -266232.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -266303.187500 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -266303.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -266358.156250 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -266358.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -266409.312500 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -266409.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -266445.625000 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -266445.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -266471.843750 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -266471.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -266501.656250 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -266501.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -266531.906250 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -266531.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -266561.937500 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -266561.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -266585.000000 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -266585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -266594.093750 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -266594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -266600.250000 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -266600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -266603.093750 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -266603.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -266603.093750 Penalty: 3752.633545
	Iteration 19F: 3 clusters Score -266603.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Entering Unmasked Estep 
Score: -746250.375000 Penalty: 2122.085938
	Iteration 0F: 2 clusters Score -746250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -741583.625000 Penalty: 4244.171875
	Iteration 0F: 3 clusters Score -741583.6 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -742660.937500 Penalty: 4244.171875
	Iteration 1F: 3 clusters Score -742660.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -742848.750000 Penalty: 4244.171875
	Iteration 2F: 3 clusters Score -742848.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -742972.312500 Penalty: 4244.171875
	Iteration 3Q: 3 clusters Score -742972.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -743056.812500 Penalty: 4244.171875
	Iteration 4Q: 3 clusters Score -743056.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -743113.062500 Penalty: 4244.171875
	Iteration 5Q: 3 clusters Score -743113.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -743159.375000 Penalty: 4244.171875
	Iteration 6Q: 3 clusters Score -743159.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -743189.062500 Penalty: 4244.171875
	Iteration 7Q: 3 clusters Score -743189.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -743212.750000 Penalty: 4244.171875
	Iteration 8Q: 3 clusters Score -743212.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -743235.750000 Penalty: 4244.171875
	Iteration 9Q: 3 clusters Score -743235.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -743257.250000 Penalty: 4244.171875
	Iteration 10Q: 3 clusters Score -743257.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -743277.062500 Penalty: 4244.171875
	Iteration 11Q: 3 clusters Score -743277.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -743302.062500 Penalty: 4244.171875
	Iteration 12Q: 3 clusters Score -743302.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -743328.437500 Penalty: 4244.171875
	Iteration 13Q: 3 clusters Score -743328.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -743350.437500 Penalty: 4244.171875
	Iteration 14Q: 3 clusters Score -743350.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -743369.000000 Penalty: 4244.171875
	Iteration 15Q: 3 clusters Score -743369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -743383.062500 Penalty: 4244.171875
	Iteration 16Q: 3 clusters Score -743383.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -743396.562500 Penalty: 4244.171875
	Iteration 17Q: 3 clusters Score -743396.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -743407.000000 Penalty: 4244.171875
	Iteration 18Q: 3 clusters Score -743407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -743414.875000 Penalty: 4244.171875
	Iteration 19Q: 3 clusters Score -743414.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -743422.437500 Penalty: 4244.171875
	Iteration 20F: 3 clusters Score -743422.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -743430.937500 Penalty: 4244.171875
	Iteration 21Q: 3 clusters Score -743430.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -743440.062500 Penalty: 4244.171875
	Iteration 22Q: 3 clusters Score -743440.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -743444.750000 Penalty: 4244.171875
	Iteration 23Q: 3 clusters Score -743444.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -743451.875000 Penalty: 4244.171875
	Iteration 24Q: 3 clusters Score -743451.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -743456.750000 Penalty: 4244.171875
	Iteration 25Q: 3 clusters Score -743456.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -743461.375000 Penalty: 4244.171875
	Iteration 26Q: 3 clusters Score -743461.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -743465.187500 Penalty: 4244.171875
	Iteration 27Q: 3 clusters Score -743465.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -743470.250000 Penalty: 4244.171875
	Iteration 28Q: 3 clusters Score -743470.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -743474.937500 Penalty: 4244.171875
	Iteration 29Q: 3 clusters Score -743474.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -743480.250000 Penalty: 4244.171875
	Iteration 30Q: 3 clusters Score -743480.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -743488.875000 Penalty: 4244.171875
	Iteration 31Q: 3 clusters Score -743488.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -743498.187500 Penalty: 4244.171875
	Iteration 32Q: 3 clusters Score -743498.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -743503.687500 Penalty: 4244.171875
	Iteration 33Q: 3 clusters Score -743503.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -743508.937500 Penalty: 4244.171875
	Iteration 34Q: 3 clusters Score -743508.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -743516.687500 Penalty: 4244.171875
	Iteration 35Q: 3 clusters Score -743516.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -743523.687500 Penalty: 4244.171875
	Iteration 36Q: 3 clusters Score -743523.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -743530.500000 Penalty: 4244.171875
	Iteration 37Q: 3 clusters Score -743530.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -743536.562500 Penalty: 4244.171875
	Iteration 38Q: 3 clusters Score -743536.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -743544.625000 Penalty: 4244.171875
	Iteration 39Q: 3 clusters Score -743544.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -743549.687500 Penalty: 4244.171875
	Iteration 40F: 3 clusters Score -743549.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -743554.250000 Penalty: 4244.171875
	Iteration 41Q: 3 clusters Score -743554.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -743561.687500 Penalty: 4244.171875
	Iteration 42Q: 3 clusters Score -743561.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -743568.187500 Penalty: 4244.171875
	Iteration 43Q: 3 clusters Score -743568.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -743574.625000 Penalty: 4244.171875
	Iteration 44Q: 3 clusters Score -743574.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -743577.750000 Penalty: 4244.171875
	Iteration 45Q: 3 clusters Score -743577.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -743583.187500 Penalty: 4244.171875
	Iteration 46Q: 3 clusters Score -743583.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -743588.562500 Penalty: 4244.171875
	Iteration 47Q: 3 clusters Score -743588.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -743591.312500 Penalty: 4244.171875
	Iteration 48Q: 3 clusters Score -743591.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -743596.875000 Penalty: 4244.171875
	Iteration 49Q: 3 clusters Score -743596.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -743602.187500 Penalty: 4244.171875
	Iteration 50Q: 3 clusters Score -743602.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -743610.687500 Penalty: 4244.171875
	Iteration 51Q: 3 clusters Score -743610.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -743619.125000 Penalty: 4244.171875
	Iteration 52Q: 3 clusters Score -743619.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -743629.187500 Penalty: 4244.171875
	Iteration 53Q: 3 clusters Score -743629.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -743641.187500 Penalty: 4244.171875
	Iteration 54Q: 3 clusters Score -743641.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -743652.500000 Penalty: 4244.171875
	Iteration 55Q: 3 clusters Score -743652.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -743666.437500 Penalty: 4244.171875
	Iteration 56Q: 3 clusters Score -743666.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -743675.687500 Penalty: 4244.171875
	Iteration 57Q: 3 clusters Score -743675.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -743686.000000 Penalty: 4244.171875
	Iteration 58Q: 3 clusters Score -743686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -743697.625000 Penalty: 4244.171875
	Iteration 59Q: 3 clusters Score -743697.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -743703.250000 Penalty: 4244.171875
	Iteration 60F: 3 clusters Score -743703.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -743714.000000 Penalty: 4244.171875
	Iteration 61Q: 3 clusters Score -743714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -743726.562500 Penalty: 4244.171875
	Iteration 62Q: 3 clusters Score -743726.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -743736.375000 Penalty: 4244.171875
	Iteration 63Q: 3 clusters Score -743736.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -743747.687500 Penalty: 4244.171875
	Iteration 64Q: 3 clusters Score -743747.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -743758.625000 Penalty: 4244.171875
	Iteration 65Q: 3 clusters Score -743758.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -743772.875000 Penalty: 4244.171875
	Iteration 66Q: 3 clusters Score -743772.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -743788.625000 Penalty: 4244.171875
	Iteration 67Q: 3 clusters Score -743788.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -743806.250000 Penalty: 4244.171875
	Iteration 68Q: 3 clusters Score -743806.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -743829.500000 Penalty: 4244.171875
	Iteration 69Q: 3 clusters Score -743829.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -743853.250000 Penalty: 4244.171875
	Iteration 70Q: 3 clusters Score -743853.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -743875.812500 Penalty: 4244.171875
	Iteration 71Q: 3 clusters Score -743875.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -743901.125000 Penalty: 4244.171875
	Iteration 72Q: 3 clusters Score -743901.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -743922.687500 Penalty: 4244.171875
	Iteration 73Q: 3 clusters Score -743922.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -743943.437500 Penalty: 4244.171875
	Iteration 74Q: 3 clusters Score -743943.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -743965.375000 Penalty: 4244.171875
	Iteration 75Q: 3 clusters Score -743965.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -743990.000000 Penalty: 4244.171875
	Iteration 76Q: 3 clusters Score -743990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -744010.812500 Penalty: 4244.171875
	Iteration 77Q: 3 clusters Score -744010.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -744028.437500 Penalty: 4244.171875
	Iteration 78Q: 3 clusters Score -744028.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -744042.687500 Penalty: 4244.171875
	Iteration 79Q: 3 clusters Score -744042.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -744057.375000 Penalty: 4244.171875
	Iteration 80F: 3 clusters Score -744057.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -744071.125000 Penalty: 4244.171875
	Iteration 81Q: 3 clusters Score -744071.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -744081.937500 Penalty: 4244.171875
	Iteration 82Q: 3 clusters Score -744081.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -744089.437500 Penalty: 4244.171875
	Iteration 83Q: 3 clusters Score -744089.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -744098.625000 Penalty: 4244.171875
	Iteration 84Q: 3 clusters Score -744098.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -744108.000000 Penalty: 4244.171875
	Iteration 85Q: 3 clusters Score -744108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -744125.062500 Penalty: 4244.171875
	Iteration 86Q: 3 clusters Score -744125.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -744145.750000 Penalty: 4244.171875
	Iteration 87Q: 3 clusters Score -744145.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -744165.062500 Penalty: 4244.171875
	Iteration 88Q: 3 clusters Score -744165.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -744184.812500 Penalty: 4244.171875
	Iteration 89Q: 3 clusters Score -744184.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -744196.250000 Penalty: 4244.171875
	Iteration 90Q: 3 clusters Score -744196.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -744208.812500 Penalty: 4244.171875
	Iteration 91Q: 3 clusters Score -744208.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -744223.000000 Penalty: 4244.171875
	Iteration 92Q: 3 clusters Score -744223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -744230.937500 Penalty: 4244.171875
	Iteration 93Q: 3 clusters Score -744230.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -744239.562500 Penalty: 4244.171875
	Iteration 94Q: 3 clusters Score -744239.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -744248.312500 Penalty: 4244.171875
	Iteration 95Q: 3 clusters Score -744248.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -744254.562500 Penalty: 4244.171875
	Iteration 96Q: 3 clusters Score -744254.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -744263.625000 Penalty: 4244.171875
	Iteration 97Q: 3 clusters Score -744263.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -744265.125000 Penalty: 4244.171875
	Iteration 98Q: 3 clusters Score -744265.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -744268.312500 Penalty: 4244.171875
	Iteration 99Q: 3 clusters Score -744268.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -744269.875000 Penalty: 4244.171875
	Iteration 100F: 3 clusters Score -744269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -744272.500000 Penalty: 4244.171875
	Iteration 101Q: 3 clusters Score -744272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -744272.250000 Penalty: 4244.171875
	Iteration 102Q: 3 clusters Score -744272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -744274.000000 Penalty: 4244.171875
	Iteration 103Q: 3 clusters Score -744274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -744276.312500 Penalty: 4244.171875
	Iteration 104Q: 3 clusters Score -744276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -744277.625000 Penalty: 4244.171875
	Iteration 105Q: 3 clusters Score -744277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -744279.375000 Penalty: 4244.171875
	Iteration 106Q: 3 clusters Score -744279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -744281.312500 Penalty: 4244.171875
	Iteration 107Q: 3 clusters Score -744281.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -744284.250000 Penalty: 4244.171875
	Iteration 108Q: 3 clusters Score -744284.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -744287.687500 Penalty: 4244.171875
	Iteration 109Q: 3 clusters Score -744287.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -744291.187500 Penalty: 4244.171875
	Iteration 110Q: 3 clusters Score -744291.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -744295.062500 Penalty: 4244.171875
	Iteration 111Q: 3 clusters Score -744295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -744298.562500 Penalty: 4244.171875
	Iteration 112Q: 3 clusters Score -744298.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -744301.687500 Penalty: 4244.171875
	Iteration 113Q: 3 clusters Score -744301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -744304.625000 Penalty: 4244.171875
	Iteration 114Q: 3 clusters Score -744304.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -744305.875000 Penalty: 4244.171875
	Iteration 115Q: 3 clusters Score -744305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -744307.875000 Penalty: 4244.171875
	Iteration 116Q: 3 clusters Score -744307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -744309.875000 Penalty: 4244.171875
	Iteration 117Q: 3 clusters Score -744309.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -744312.437500 Penalty: 4244.171875
	Iteration 118Q: 3 clusters Score -744312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -744314.937500 Penalty: 4244.171875
	Iteration 119Q: 3 clusters Score -744314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -744317.500000 Penalty: 4244.171875
	Iteration 120F: 3 clusters Score -744317.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -744318.062500 Penalty: 4244.171875
	Iteration 121Q: 3 clusters Score -744318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -744320.937500 Penalty: 4244.171875
	Iteration 122Q: 3 clusters Score -744320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -744323.000000 Penalty: 4244.171875
	Iteration 123Q: 3 clusters Score -744323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -744324.000000 Penalty: 4244.171875
	Iteration 124Q: 3 clusters Score -744324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -744326.312500 Penalty: 4244.171875
	Iteration 125Q: 3 clusters Score -744326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -744327.250000 Penalty: 4244.171875
	Iteration 126Q: 3 clusters Score -744327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -744327.250000 Penalty: 4244.171875
	Iteration 127F: 3 clusters Score -744327.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Entering Unmasked Estep 
Score: -5075585.500000 Penalty: 2609.540771
	Iteration 0F: 2 clusters Score -5075586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -5050296.500000 Penalty: 5219.081543
	Iteration 0F: 3 clusters Score -5050296 nChanged 16890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -5060028.500000 Penalty: 5219.081543
	Iteration 1F: 3 clusters Score -5060028 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -5061083.500000 Penalty: 5219.081543
	Iteration 2F: 3 clusters Score -5061084 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -5062505.000000 Penalty: 5219.081543
	Iteration 3F: 3 clusters Score -5062505 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -5064231.500000 Penalty: 5219.081543
	Iteration 4F: 3 clusters Score -5064232 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -5066260.000000 Penalty: 5219.081543
	Iteration 5F: 3 clusters Score -5066260 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -5068375.500000 Penalty: 5219.081543
	Iteration 6F: 3 clusters Score -5068376 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -5070143.500000 Penalty: 5219.081543
	Iteration 7F: 3 clusters Score -5070144 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -5071442.500000 Penalty: 5219.081543
	Iteration 8Q: 3 clusters Score -5071442 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -5072403.000000 Penalty: 5219.081543
	Iteration 9Q: 3 clusters Score -5072403 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -5073322.500000 Penalty: 5219.081543
	Iteration 10Q: 3 clusters Score -5073322 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5074190.500000 Penalty: 5219.081543
	Iteration 11Q: 3 clusters Score -5074190 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5074990.000000 Penalty: 5219.081543
	Iteration 12Q: 3 clusters Score -5074990 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5075452.500000 Penalty: 5219.081543
	Iteration 13Q: 3 clusters Score -5075452 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5075549.000000 Penalty: 5219.081543
	Iteration 14Q: 3 clusters Score -5075549 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5075589.500000 Penalty: 5219.081543
	Iteration 15Q: 3 clusters Score -5075590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5075609.500000 Penalty: 5219.081543
	Iteration 16Q: 3 clusters Score -5075610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5075638.000000 Penalty: 5219.081543
	Iteration 17Q: 3 clusters Score -5075638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5075630.500000 Penalty: 5219.081543
	Iteration 18Q: 3 clusters Score -5075630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5075640.500000 Penalty: 5219.081543
	Iteration 19Q: 3 clusters Score -5075640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5075637.000000 Penalty: 5219.081543
	Iteration 20F: 3 clusters Score -5075637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5075639.000000 Penalty: 5219.081543
	Iteration 21Q: 3 clusters Score -5075639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5075649.000000 Penalty: 5219.081543
	Iteration 22Q: 3 clusters Score -5075649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5075644.500000 Penalty: 5219.081543
	Iteration 23Q: 3 clusters Score -5075644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5075647.000000 Penalty: 5219.081543
	Iteration 24Q: 3 clusters Score -5075647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5075643.500000 Penalty: 5219.081543
	Iteration 25Q: 3 clusters Score -5075644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5075646.500000 Penalty: 5219.081543
	Iteration 26Q: 3 clusters Score -5075646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5075642.000000 Penalty: 5219.081543
	Iteration 27Q: 3 clusters Score -5075642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5075644.500000 Penalty: 5219.081543
	Iteration 28Q: 3 clusters Score -5075644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5075641.500000 Penalty: 5219.081543
	Iteration 29Q: 3 clusters Score -5075642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5075646.000000 Penalty: 5219.081543
	Iteration 30Q: 3 clusters Score -5075646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5075646.000000 Penalty: 5219.081543
	Iteration 31F: 3 clusters Score -5075646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123198 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91931 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 93981 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154580 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77101 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 35823 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166092 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 1313 members 
Entering Unmasked Estep 
Score: -147045664.000000 Penalty: 75686.148438
Splitting cluster 15 changes total score from -147046384.000000 to -147045664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -553315.062500 Penalty: 2052.735107
	Iteration 0F: 2 clusters Score -553315.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -549492.000000 Penalty: 4105.470215
	Iteration 0F: 3 clusters Score -549492 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -550359.750000 Penalty: 4105.470215
	Iteration 1F: 3 clusters Score -550359.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -550546.812500 Penalty: 4105.470215
	Iteration 2F: 3 clusters Score -550546.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -550656.125000 Penalty: 4105.470215
	Iteration 3Q: 3 clusters Score -550656.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -550727.687500 Penalty: 4105.470215
	Iteration 4Q: 3 clusters Score -550727.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -550792.812500 Penalty: 4105.470215
	Iteration 5Q: 3 clusters Score -550792.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -550848.000000 Penalty: 4105.470215
	Iteration 6Q: 3 clusters Score -550848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -550893.875000 Penalty: 4105.470215
	Iteration 7Q: 3 clusters Score -550893.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -550927.125000 Penalty: 4105.470215
	Iteration 8Q: 3 clusters Score -550927.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -550956.062500 Penalty: 4105.470215
	Iteration 9Q: 3 clusters Score -550956.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -550977.875000 Penalty: 4105.470215
	Iteration 10Q: 3 clusters Score -550977.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -550993.250000 Penalty: 4105.470215
	Iteration 11Q: 3 clusters Score -550993.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -551005.750000 Penalty: 4105.470215
	Iteration 12Q: 3 clusters Score -551005.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -551015.562500 Penalty: 4105.470215
	Iteration 13Q: 3 clusters Score -551015.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -551022.312500 Penalty: 4105.470215
	Iteration 14Q: 3 clusters Score -551022.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -551027.687500 Penalty: 4105.470215
	Iteration 15Q: 3 clusters Score -551027.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -551036.250000 Penalty: 4105.470215
	Iteration 16Q: 3 clusters Score -551036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -551039.187500 Penalty: 4105.470215
	Iteration 17Q: 3 clusters Score -551039.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -551041.625000 Penalty: 4105.470215
	Iteration 18Q: 3 clusters Score -551041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -551046.250000 Penalty: 4105.470215
	Iteration 19Q: 3 clusters Score -551046.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -551052.937500 Penalty: 4105.470215
	Iteration 20F: 3 clusters Score -551052.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -551057.812500 Penalty: 4105.470215
	Iteration 21Q: 3 clusters Score -551057.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -551060.750000 Penalty: 4105.470215
	Iteration 22Q: 3 clusters Score -551060.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -551063.312500 Penalty: 4105.470215
	Iteration 23Q: 3 clusters Score -551063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -551068.437500 Penalty: 4105.470215
	Iteration 24Q: 3 clusters Score -551068.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -551076.187500 Penalty: 4105.470215
	Iteration 25Q: 3 clusters Score -551076.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -551081.812500 Penalty: 4105.470215
	Iteration 26Q: 3 clusters Score -551081.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -551087.562500 Penalty: 4105.470215
	Iteration 27Q: 3 clusters Score -551087.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -551093.562500 Penalty: 4105.470215
	Iteration 28Q: 3 clusters Score -551093.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -551099.437500 Penalty: 4105.470215
	Iteration 29Q: 3 clusters Score -551099.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -551105.875000 Penalty: 4105.470215
	Iteration 30Q: 3 clusters Score -551105.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -551111.562500 Penalty: 4105.470215
	Iteration 31Q: 3 clusters Score -551111.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -551114.500000 Penalty: 4105.470215
	Iteration 32Q: 3 clusters Score -551114.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -551116.687500 Penalty: 4105.470215
	Iteration 33Q: 3 clusters Score -551116.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -551118.437500 Penalty: 4105.470215
	Iteration 34Q: 3 clusters Score -551118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -551120.437500 Penalty: 4105.470215
	Iteration 35Q: 3 clusters Score -551120.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -551122.937500 Penalty: 4105.470215
	Iteration 36Q: 3 clusters Score -551122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -551125.125000 Penalty: 4105.470215
	Iteration 37Q: 3 clusters Score -551125.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -551126.625000 Penalty: 4105.470215
	Iteration 38Q: 3 clusters Score -551126.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -551129.000000 Penalty: 4105.470215
	Iteration 39Q: 3 clusters Score -551129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -551130.437500 Penalty: 4105.470215
	Iteration 40F: 3 clusters Score -551130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -551132.375000 Penalty: 4105.470215
	Iteration 41Q: 3 clusters Score -551132.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -551134.125000 Penalty: 4105.470215
	Iteration 42Q: 3 clusters Score -551134.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -551137.812500 Penalty: 4105.470215
	Iteration 43Q: 3 clusters Score -551137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -551139.937500 Penalty: 4105.470215
	Iteration 44Q: 3 clusters Score -551139.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -551141.812500 Penalty: 4105.470215
	Iteration 45Q: 3 clusters Score -551141.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -551145.000000 Penalty: 4105.470215
	Iteration 46Q: 3 clusters Score -551145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -551147.187500 Penalty: 4105.470215
	Iteration 47Q: 3 clusters Score -551147.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -551148.562500 Penalty: 4105.470215
	Iteration 48Q: 3 clusters Score -551148.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -551150.250000 Penalty: 4105.470215
	Iteration 49Q: 3 clusters Score -551150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -551152.375000 Penalty: 4105.470215
	Iteration 50Q: 3 clusters Score -551152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -551152.250000 Penalty: 4105.470215
	Iteration 51Q: 3 clusters Score -551152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -551154.250000 Penalty: 4105.470215
	Iteration 52Q: 3 clusters Score -551154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -551155.500000 Penalty: 4105.470215
	Iteration 53Q: 3 clusters Score -551155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -551155.312500 Penalty: 4105.470215
	Iteration 54Q: 3 clusters Score -551155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -551158.562500 Penalty: 4105.470215
	Iteration 55Q: 3 clusters Score -551158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -551160.937500 Penalty: 4105.470215
	Iteration 56Q: 3 clusters Score -551160.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -551164.500000 Penalty: 4105.470215
	Iteration 57Q: 3 clusters Score -551164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -551169.125000 Penalty: 4105.470215
	Iteration 58Q: 3 clusters Score -551169.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -551170.375000 Penalty: 4105.470215
	Iteration 59Q: 3 clusters Score -551170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -551174.000000 Penalty: 4105.470215
	Iteration 60F: 3 clusters Score -551174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -551176.687500 Penalty: 4105.470215
	Iteration 61Q: 3 clusters Score -551176.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -551182.500000 Penalty: 4105.470215
	Iteration 62Q: 3 clusters Score -551182.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -551188.125000 Penalty: 4105.470215
	Iteration 63Q: 3 clusters Score -551188.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -551194.687500 Penalty: 4105.470215
	Iteration 64Q: 3 clusters Score -551194.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -551201.000000 Penalty: 4105.470215
	Iteration 65Q: 3 clusters Score -551201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -551206.250000 Penalty: 4105.470215
	Iteration 66Q: 3 clusters Score -551206.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -551212.312500 Penalty: 4105.470215
	Iteration 67Q: 3 clusters Score -551212.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -551216.875000 Penalty: 4105.470215
	Iteration 68Q: 3 clusters Score -551216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -551222.562500 Penalty: 4105.470215
	Iteration 69Q: 3 clusters Score -551222.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -551225.562500 Penalty: 4105.470215
	Iteration 70Q: 3 clusters Score -551225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -551227.125000 Penalty: 4105.470215
	Iteration 71Q: 3 clusters Score -551227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -551228.875000 Penalty: 4105.470215
	Iteration 72Q: 3 clusters Score -551228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -551230.500000 Penalty: 4105.470215
	Iteration 73Q: 3 clusters Score -551230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -551232.312500 Penalty: 4105.470215
	Iteration 74Q: 3 clusters Score -551232.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -551232.812500 Penalty: 4105.470215
	Iteration 75Q: 3 clusters Score -551232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -551233.625000 Penalty: 4105.470215
	Iteration 76Q: 3 clusters Score -551233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -551234.250000 Penalty: 4105.470215
	Iteration 77Q: 3 clusters Score -551234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -551234.312500 Penalty: 4105.470215
	Iteration 78Q: 3 clusters Score -551234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -551234.312500 Penalty: 4105.470215
	Iteration 79F: 3 clusters Score -551234.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166092 members 
Entering Unmasked Estep 
Score: -23274856.000000 Penalty: 2981.033691
	Iteration 0F: 2 clusters Score -2.327486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83298 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -23169894.000000 Penalty: 5962.067383
	Iteration 0F: 3 clusters Score -2.316989e+07 nChanged 79477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -23216708.000000 Penalty: 5962.067383
	Iteration 1F: 3 clusters Score -2.321671e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88564 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -23218388.000000 Penalty: 5962.067383
	Iteration 2Q: 3 clusters Score -2.321839e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -23220660.000000 Penalty: 5962.067383
	Iteration 3Q: 3 clusters Score -2.322066e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -23223916.000000 Penalty: 5962.067383
	Iteration 4Q: 3 clusters Score -2.322392e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -23228312.000000 Penalty: 5962.067383
	Iteration 5Q: 3 clusters Score -2.322831e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -23233900.000000 Penalty: 5962.067383
	Iteration 6F: 3 clusters Score -2.32339e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -23240218.000000 Penalty: 5962.067383
	Iteration 7F: 3 clusters Score -2.324022e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111679 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -23246302.000000 Penalty: 5962.067383
	Iteration 8F: 3 clusters Score -2.32463e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115487 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -23251368.000000 Penalty: 5962.067383
	Iteration 9F: 3 clusters Score -2.325137e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118701 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -23255176.000000 Penalty: 5962.067383
	Iteration 10Q: 3 clusters Score -2.325518e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121743 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -23257732.000000 Penalty: 5962.067383
	Iteration 11Q: 3 clusters Score -2.325773e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124783 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -23259358.000000 Penalty: 5962.067383
	Iteration 12Q: 3 clusters Score -2.325936e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127989 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -23260784.000000 Penalty: 5962.067383
	Iteration 13Q: 3 clusters Score -2.326078e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131240 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -23262172.000000 Penalty: 5962.067383
	Iteration 14Q: 3 clusters Score -2.326217e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134514 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -23263488.000000 Penalty: 5962.067383
	Iteration 15Q: 3 clusters Score -2.326349e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137704 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -23264846.000000 Penalty: 5962.067383
	Iteration 16Q: 3 clusters Score -2.326485e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140892 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -23266380.000000 Penalty: 5962.067383
	Iteration 17Q: 3 clusters Score -2.326638e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143983 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -23267830.000000 Penalty: 5962.067383
	Iteration 18Q: 3 clusters Score -2.326783e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146842 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -23268828.000000 Penalty: 5962.067383
	Iteration 19Q: 3 clusters Score -2.326883e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149404 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -23269520.000000 Penalty: 5962.067383
	Iteration 20F: 3 clusters Score -2.326952e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151587 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -23270218.000000 Penalty: 5962.067383
	Iteration 21Q: 3 clusters Score -2.327022e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -23270696.000000 Penalty: 5962.067383
	Iteration 22Q: 3 clusters Score -2.32707e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154885 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -23270944.000000 Penalty: 5962.067383
	Iteration 23Q: 3 clusters Score -2.327094e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156129 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -23271152.000000 Penalty: 5962.067383
	Iteration 24Q: 3 clusters Score -2.327115e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157148 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -23271422.000000 Penalty: 5962.067383
	Iteration 25Q: 3 clusters Score -2.327142e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -23271592.000000 Penalty: 5962.067383
	Iteration 26Q: 3 clusters Score -2.327159e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158652 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -23271764.000000 Penalty: 5962.067383
	Iteration 27Q: 3 clusters Score -2.327176e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159217 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -23271942.000000 Penalty: 5962.067383
	Iteration 28Q: 3 clusters Score -2.327194e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159683 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -23271996.000000 Penalty: 5962.067383
	Iteration 29Q: 3 clusters Score -2.3272e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160079 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -23272086.000000 Penalty: 5962.067383
	Iteration 30Q: 3 clusters Score -2.327209e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160412 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -23272234.000000 Penalty: 5962.067383
	Iteration 31Q: 3 clusters Score -2.327223e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160707 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -23272246.000000 Penalty: 5962.067383
	Iteration 32Q: 3 clusters Score -2.327225e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160954 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -23272308.000000 Penalty: 5962.067383
	Iteration 33Q: 3 clusters Score -2.327231e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161190 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -23272380.000000 Penalty: 5962.067383
	Iteration 34Q: 3 clusters Score -2.327238e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161415 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -23272462.000000 Penalty: 5962.067383
	Iteration 35Q: 3 clusters Score -2.327246e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161615 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -23272454.000000 Penalty: 5962.067383
	Iteration 36Q: 3 clusters Score -2.327245e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161794 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -23272556.000000 Penalty: 5962.067383
	Iteration 37Q: 3 clusters Score -2.327256e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161950 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -23272542.000000 Penalty: 5962.067383
	Iteration 38Q: 3 clusters Score -2.327254e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162074 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -23272548.000000 Penalty: 5962.067383
	Iteration 39Q: 3 clusters Score -2.327255e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162186 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -23272572.000000 Penalty: 5962.067383
	Iteration 40F: 3 clusters Score -2.327257e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162277 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -23272582.000000 Penalty: 5962.067383
	Iteration 41Q: 3 clusters Score -2.327258e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162352 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -23272614.000000 Penalty: 5962.067383
	Iteration 42Q: 3 clusters Score -2.327261e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162412 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -23272612.000000 Penalty: 5962.067383
	Iteration 43Q: 3 clusters Score -2.327261e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -23272650.000000 Penalty: 5962.067383
	Iteration 44Q: 3 clusters Score -2.327265e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162539 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -23272666.000000 Penalty: 5962.067383
	Iteration 45Q: 3 clusters Score -2.327267e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162612 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -23272686.000000 Penalty: 5962.067383
	Iteration 46Q: 3 clusters Score -2.327269e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162670 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -23272680.000000 Penalty: 5962.067383
	Iteration 47Q: 3 clusters Score -2.327268e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162719 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -23272710.000000 Penalty: 5962.067383
	Iteration 48Q: 3 clusters Score -2.327271e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162767 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -23272694.000000 Penalty: 5962.067383
	Iteration 49Q: 3 clusters Score -2.327269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162803 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -23272656.000000 Penalty: 5962.067383
	Iteration 50Q: 3 clusters Score -2.327266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162827 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -23272666.000000 Penalty: 5962.067383
	Iteration 51Q: 3 clusters Score -2.327267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162851 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -23272670.000000 Penalty: 5962.067383
	Iteration 52Q: 3 clusters Score -2.327267e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162880 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -23272684.000000 Penalty: 5962.067383
	Iteration 53Q: 3 clusters Score -2.327268e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162905 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -23272660.000000 Penalty: 5962.067383
	Iteration 54Q: 3 clusters Score -2.327266e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162923 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -23272684.000000 Penalty: 5962.067383
	Iteration 55Q: 3 clusters Score -2.327268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162933 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -23272700.000000 Penalty: 5962.067383
	Iteration 56Q: 3 clusters Score -2.32727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162941 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -23272692.000000 Penalty: 5962.067383
	Iteration 57Q: 3 clusters Score -2.327269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162946 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -23272690.000000 Penalty: 5962.067383
	Iteration 58Q: 3 clusters Score -2.327269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162954 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -23272664.000000 Penalty: 5962.067383
	Iteration 59Q: 3 clusters Score -2.327266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162961 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -23272664.000000 Penalty: 5962.067383
	Iteration 60F: 3 clusters Score -2.327266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162970 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -23272672.000000 Penalty: 5962.067383
	Iteration 61Q: 3 clusters Score -2.327267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162980 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -23272670.000000 Penalty: 5962.067383
	Iteration 62Q: 3 clusters Score -2.327267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162994 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -23272664.000000 Penalty: 5962.067383
	Iteration 63Q: 3 clusters Score -2.327266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163010 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -23272648.000000 Penalty: 5962.067383
	Iteration 64Q: 3 clusters Score -2.327265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163027 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -23272642.000000 Penalty: 5962.067383
	Iteration 65Q: 3 clusters Score -2.327264e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163043 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -23272608.000000 Penalty: 5962.067383
	Iteration 66Q: 3 clusters Score -2.327261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163054 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -23272610.000000 Penalty: 5962.067383
	Iteration 67Q: 3 clusters Score -2.327261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163062 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -23272620.000000 Penalty: 5962.067383
	Iteration 68Q: 3 clusters Score -2.327262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163073 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -23272622.000000 Penalty: 5962.067383
	Iteration 69Q: 3 clusters Score -2.327262e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163090 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -23272622.000000 Penalty: 5962.067383
	Iteration 70Q: 3 clusters Score -2.327262e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163105 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -23272636.000000 Penalty: 5962.067383
	Iteration 71Q: 3 clusters Score -2.327264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163125 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -23272634.000000 Penalty: 5962.067383
	Iteration 72Q: 3 clusters Score -2.327263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163144 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -23272636.000000 Penalty: 5962.067383
	Iteration 73Q: 3 clusters Score -2.327264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163160 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -23272630.000000 Penalty: 5962.067383
	Iteration 74Q: 3 clusters Score -2.327263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163170 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -23272626.000000 Penalty: 5962.067383
	Iteration 75Q: 3 clusters Score -2.327263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163182 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -23272636.000000 Penalty: 5962.067383
	Iteration 76Q: 3 clusters Score -2.327264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163197 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -23272632.000000 Penalty: 5962.067383
	Iteration 77Q: 3 clusters Score -2.327263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163214 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -23272624.000000 Penalty: 5962.067383
	Iteration 78Q: 3 clusters Score -2.327262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163229 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -23272620.000000 Penalty: 5962.067383
	Iteration 79Q: 3 clusters Score -2.327262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163235 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -23272642.000000 Penalty: 5962.067383
	Iteration 80F: 3 clusters Score -2.327264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163240 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -23272650.000000 Penalty: 5962.067383
	Iteration 81Q: 3 clusters Score -2.327265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163243 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -23272638.000000 Penalty: 5962.067383
	Iteration 82Q: 3 clusters Score -2.327264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163249 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -23272626.000000 Penalty: 5962.067383
	Iteration 83Q: 3 clusters Score -2.327263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163251 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -23272634.000000 Penalty: 5962.067383
	Iteration 84Q: 3 clusters Score -2.327263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163251 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -23272634.000000 Penalty: 5962.067383
	Iteration 85F: 3 clusters Score -2.327263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -65219.699219 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -65219.7 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 266 members 
Entering Unmasked Estep 
Score: -63870.566406 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -63870.57 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64349.613281 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -64349.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64802.605469 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -64802.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65174.421875 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -65174.42 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65443.023438 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -65443.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -65681.632812 Penalty: 3129.719482
	Iteration 5F: 3 clusters Score -65681.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65816.945312 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -65816.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65922.390625 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -65922.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -65987.867188 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -65987.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66025.335938 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -66025.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66073.375000 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -66073.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66099.164062 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -66099.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66122.757812 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -66122.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -66147.437500 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -66147.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -66147.437500 Penalty: 3129.719482
	Iteration 14F: 3 clusters Score -66147.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123198 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91931 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 93981 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154580 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77101 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166092 members 
Mstep: Class 18 contains 140 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 410 members 
Entering Unmasked Estep 
Score: -147045408.000000 Penalty: 75686.148438
Splitting cluster 18 changes total score from -147046384.000000 to -147045408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Entering Unmasked Estep 
Score: -5377784.000000 Penalty: 2612.785156
	Iteration 0F: 2 clusters Score -5377784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5352252.500000 Penalty: 5225.570312
	Iteration 0F: 3 clusters Score -5352252 nChanged 17186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -5361742.500000 Penalty: 5225.570312
	Iteration 1F: 3 clusters Score -5361742 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -5362406.000000 Penalty: 5225.570312
	Iteration 2Q: 3 clusters Score -5362406 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5363196.000000 Penalty: 5225.570312
	Iteration 3Q: 3 clusters Score -5363196 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -5364382.000000 Penalty: 5225.570312
	Iteration 4F: 3 clusters Score -5364382 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -5366333.000000 Penalty: 5225.570312
	Iteration 5F: 3 clusters Score -5366333 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -5369146.000000 Penalty: 5225.570312
	Iteration 6F: 3 clusters Score -5369146 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5372076.000000 Penalty: 5225.570312
	Iteration 7F: 3 clusters Score -5372076 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5374050.500000 Penalty: 5225.570312
	Iteration 8F: 3 clusters Score -5374050 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5374931.500000 Penalty: 5225.570312
	Iteration 9Q: 3 clusters Score -5374932 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5375226.500000 Penalty: 5225.570312
	Iteration 10Q: 3 clusters Score -5375226 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5375332.000000 Penalty: 5225.570312
	Iteration 11Q: 3 clusters Score -5375332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5375390.000000 Penalty: 5225.570312
	Iteration 12Q: 3 clusters Score -5375390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5375428.000000 Penalty: 5225.570312
	Iteration 13Q: 3 clusters Score -5375428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5375453.500000 Penalty: 5225.570312
	Iteration 14Q: 3 clusters Score -5375454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5375463.000000 Penalty: 5225.570312
	Iteration 15Q: 3 clusters Score -5375463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5375479.000000 Penalty: 5225.570312
	Iteration 16Q: 3 clusters Score -5375479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5375489.500000 Penalty: 5225.570312
	Iteration 17Q: 3 clusters Score -5375490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5375491.000000 Penalty: 5225.570312
	Iteration 18Q: 3 clusters Score -5375491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5375492.500000 Penalty: 5225.570312
	Iteration 19Q: 3 clusters Score -5375492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5375500.500000 Penalty: 5225.570312
	Iteration 20F: 3 clusters Score -5375500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5375508.000000 Penalty: 5225.570312
	Iteration 21Q: 3 clusters Score -5375508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5375500.000000 Penalty: 5225.570312
	Iteration 22Q: 3 clusters Score -5375500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5375500.000000 Penalty: 5225.570312
	Iteration 23F: 3 clusters Score -5375500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Entering Unmasked Estep 
Score: -5861337.000000 Penalty: 2634.161865
	Iteration 0F: 2 clusters Score -5861337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -5833355.500000 Penalty: 5268.323730
	Iteration 0F: 3 clusters Score -5833356 nChanged 18801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -5843899.000000 Penalty: 5268.323730
	Iteration 1F: 3 clusters Score -5843899 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -5844407.000000 Penalty: 5268.323730
	Iteration 2Q: 3 clusters Score -5844407 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -5844958.500000 Penalty: 5268.323730
	Iteration 3Q: 3 clusters Score -5844958 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -5845726.500000 Penalty: 5268.323730
	Iteration 4Q: 3 clusters Score -5845726 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5846874.000000 Penalty: 5268.323730
	Iteration 5F: 3 clusters Score -5846874 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -5848606.000000 Penalty: 5268.323730
	Iteration 6F: 3 clusters Score -5848606 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -5850907.500000 Penalty: 5268.323730
	Iteration 7F: 3 clusters Score -5850908 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -5853495.500000 Penalty: 5268.323730
	Iteration 8F: 3 clusters Score -5853496 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -5855799.000000 Penalty: 5268.323730
	Iteration 9F: 3 clusters Score -5855799 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -5857317.500000 Penalty: 5268.323730
	Iteration 10Q: 3 clusters Score -5857318 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -5858130.000000 Penalty: 5268.323730
	Iteration 11Q: 3 clusters Score -5858130 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -5858534.500000 Penalty: 5268.323730
	Iteration 12Q: 3 clusters Score -5858534 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -5858761.500000 Penalty: 5268.323730
	Iteration 13Q: 3 clusters Score -5858762 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -5858872.500000 Penalty: 5268.323730
	Iteration 14Q: 3 clusters Score -5858872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -5858922.500000 Penalty: 5268.323730
	Iteration 15Q: 3 clusters Score -5858922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -5858969.000000 Penalty: 5268.323730
	Iteration 16Q: 3 clusters Score -5858969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -5858999.500000 Penalty: 5268.323730
	Iteration 17Q: 3 clusters Score -5859000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -5859021.000000 Penalty: 5268.323730
	Iteration 18Q: 3 clusters Score -5859021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5859050.500000 Penalty: 5268.323730
	Iteration 19Q: 3 clusters Score -5859050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -5859066.000000 Penalty: 5268.323730
	Iteration 20F: 3 clusters Score -5859066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -5859077.000000 Penalty: 5268.323730
	Iteration 21Q: 3 clusters Score -5859077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -5859081.500000 Penalty: 5268.323730
	Iteration 22Q: 3 clusters Score -5859082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -5859085.000000 Penalty: 5268.323730
	Iteration 23Q: 3 clusters Score -5859085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -5859089.500000 Penalty: 5268.323730
	Iteration 24Q: 3 clusters Score -5859090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -5859087.500000 Penalty: 5268.323730
	Iteration 25Q: 3 clusters Score -5859088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -5859096.500000 Penalty: 5268.323730
	Iteration 26Q: 3 clusters Score -5859096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5859098.500000 Penalty: 5268.323730
	Iteration 27Q: 3 clusters Score -5859098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -5859108.000000 Penalty: 5268.323730
	Iteration 28Q: 3 clusters Score -5859108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5859111.500000 Penalty: 5268.323730
	Iteration 29Q: 3 clusters Score -5859112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -5859116.500000 Penalty: 5268.323730
	Iteration 30Q: 3 clusters Score -5859116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -5859117.500000 Penalty: 5268.323730
	Iteration 31Q: 3 clusters Score -5859118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -5859117.500000 Penalty: 5268.323730
	Iteration 32Q: 3 clusters Score -5859118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -5859117.500000 Penalty: 5268.323730
	Iteration 33F: 3 clusters Score -5859118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -193417.625000 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -193417.6 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 730 members 
Entering Unmasked Estep 
Score: -191253.125000 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -191253.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -191651.921875 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -191651.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -191844.734375 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -191844.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -192089.265625 Penalty: 3589.937988
	Iteration 3F: 3 clusters Score -192089.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -192271.328125 Penalty: 3589.937988
	Iteration 4F: 3 clusters Score -192271.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -192365.953125 Penalty: 3589.937988
	Iteration 5F: 3 clusters Score -192366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -192446.656250 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -192446.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -192514.250000 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -192514.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -192551.234375 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -192551.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -192576.765625 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -192576.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -192596.484375 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -192596.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -192624.937500 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -192624.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -192644.406250 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -192644.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -192654.218750 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -192654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -192663.234375 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -192663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -192665.875000 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -192665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -192669.031250 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -192669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -192669.671875 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -192669.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -192670.484375 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -192670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -192671.875000 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -192671.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -192671.875000 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -192671.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123198 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91931 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 93981 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154580 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77101 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166092 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 359Q: 22 clusters Score -1.470464e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123199 members 
Mstep: Class 4 contains 57169 members 
Mstep: Class 5 contains 91930 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 93982 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154579 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77103 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5198 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166093 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046384.000000 Penalty: 72245.875000
Iteration 360F: 22 clusters Score -1.470464e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123200 members 
Mstep: Class 4 contains 57169 members 
Mstep: Class 5 contains 91926 members 
Mstep: Class 6 contains 117924 members 
Mstep: Class 7 contains 93983 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154581 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77110 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5191 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166094 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046384.000000 Penalty: 72245.875000
Iteration 361Q: 22 clusters Score -1.470464e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123200 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91924 members 
Mstep: Class 6 contains 117923 members 
Mstep: Class 7 contains 93985 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154582 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77119 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166096 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046432.000000 Penalty: 72245.875000
Iteration 362Q: 22 clusters Score -1.470464e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123198 members 
Mstep: Class 4 contains 57167 members 
Mstep: Class 5 contains 91925 members 
Mstep: Class 6 contains 117924 members 
Mstep: Class 7 contains 93987 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154581 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77126 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166097 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046464.000000 Penalty: 72245.875000
Iteration 363Q: 22 clusters Score -1.470465e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123197 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91924 members 
Mstep: Class 6 contains 117927 members 
Mstep: Class 7 contains 93988 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154580 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77129 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166098 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046432.000000 Penalty: 72245.875000
Iteration 364Q: 22 clusters Score -1.470464e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123199 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91918 members 
Mstep: Class 6 contains 117928 members 
Mstep: Class 7 contains 93989 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154580 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77132 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166098 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046448.000000 Penalty: 72245.875000
Iteration 365Q: 22 clusters Score -1.470464e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123199 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91913 members 
Mstep: Class 6 contains 117930 members 
Mstep: Class 7 contains 93989 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154579 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77136 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5166 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166099 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37626 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046512.000000 Penalty: 72245.875000
Iteration 366Q: 22 clusters Score -1.470465e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123199 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91911 members 
Mstep: Class 6 contains 117929 members 
Mstep: Class 7 contains 93989 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154581 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77137 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166099 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37627 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046464.000000 Penalty: 72245.875000
Iteration 367Q: 22 clusters Score -1.470465e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123200 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91908 members 
Mstep: Class 6 contains 117929 members 
Mstep: Class 7 contains 93989 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154582 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 77140 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166098 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37627 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046480.000000 Penalty: 72245.875000
Iteration 368Q: 22 clusters Score -1.470465e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123201 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91906 members 
Mstep: Class 6 contains 117929 members 
Mstep: Class 7 contains 93988 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154582 members 
Mstep: Class 11 contains 18572 members 
Mstep: Class 12 contains 77142 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166097 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37627 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046416.000000 Penalty: 72245.875000
Iteration 369Q: 22 clusters Score -1.470464e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123202 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91905 members 
Mstep: Class 6 contains 117928 members 
Mstep: Class 7 contains 93988 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154582 members 
Mstep: Class 11 contains 18572 members 
Mstep: Class 12 contains 77143 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37137 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166096 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37627 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 370Q: 22 clusters Score -1.470464e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123201 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91904 members 
Mstep: Class 6 contains 117928 members 
Mstep: Class 7 contains 93988 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154583 members 
Mstep: Class 11 contains 18573 members 
Mstep: Class 12 contains 77143 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37137 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166096 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37627 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 371Q: 22 clusters Score -1.470464e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123201 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91903 members 
Mstep: Class 6 contains 117927 members 
Mstep: Class 7 contains 93988 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154586 members 
Mstep: Class 11 contains 18573 members 
Mstep: Class 12 contains 77143 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37137 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166095 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37627 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 372Q: 22 clusters Score -1.470464e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123201 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91902 members 
Mstep: Class 6 contains 117928 members 
Mstep: Class 7 contains 93989 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154584 members 
Mstep: Class 11 contains 18573 members 
Mstep: Class 12 contains 77144 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166095 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37628 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046416.000000 Penalty: 72245.875000
Iteration 373Q: 22 clusters Score -1.470464e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123201 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91904 members 
Mstep: Class 6 contains 117927 members 
Mstep: Class 7 contains 93989 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154585 members 
Mstep: Class 11 contains 18573 members 
Mstep: Class 12 contains 77143 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166094 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37628 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046432.000000 Penalty: 72245.875000
Iteration 374Q: 22 clusters Score -1.470464e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123202 members 
Mstep: Class 4 contains 57165 members 
Mstep: Class 5 contains 91902 members 
Mstep: Class 6 contains 117926 members 
Mstep: Class 7 contains 93988 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154588 members 
Mstep: Class 11 contains 18573 members 
Mstep: Class 12 contains 77143 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166095 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37628 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046464.000000 Penalty: 72245.875000
Iteration 375Q: 22 clusters Score -1.470465e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123201 members 
Mstep: Class 4 contains 57165 members 
Mstep: Class 5 contains 91901 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 93986 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18575 members 
Mstep: Class 12 contains 77146 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37135 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166094 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37629 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046432.000000 Penalty: 72245.875000
Iteration 376Q: 22 clusters Score -1.470464e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123201 members 
Mstep: Class 4 contains 57165 members 
Mstep: Class 5 contains 91898 members 
Mstep: Class 6 contains 117924 members 
Mstep: Class 7 contains 93986 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18574 members 
Mstep: Class 12 contains 77149 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166093 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37631 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046464.000000 Penalty: 72245.875000
Iteration 377Q: 22 clusters Score -1.470465e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123203 members 
Mstep: Class 4 contains 57165 members 
Mstep: Class 5 contains 91894 members 
Mstep: Class 6 contains 117924 members 
Mstep: Class 7 contains 93985 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154588 members 
Mstep: Class 11 contains 18574 members 
Mstep: Class 12 contains 77149 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166095 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37633 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046480.000000 Penalty: 72245.875000
Iteration 378Q: 22 clusters Score -1.470465e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 123208 members 
Mstep: Class 4 contains 57165 members 
Mstep: Class 5 contains 91888 members 
Mstep: Class 6 contains 117926 members 
Mstep: Class 7 contains 93985 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18573 members 
Mstep: Class 12 contains 77147 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166096 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37633 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 379Q: 22 clusters Score -1.470464e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 123211 members 
Mstep: Class 4 contains 57165 members 
Mstep: Class 5 contains 91881 members 
Mstep: Class 6 contains 117927 members 
Mstep: Class 7 contains 93985 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154588 members 
Mstep: Class 11 contains 18573 members 
Mstep: Class 12 contains 77150 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166096 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37633 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 380F: 22 clusters Score -1.470464e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 123214 members 
Mstep: Class 4 contains 57166 members 
Mstep: Class 5 contains 91873 members 
Mstep: Class 6 contains 117927 members 
Mstep: Class 7 contains 93985 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154588 members 
Mstep: Class 11 contains 18574 members 
Mstep: Class 12 contains 77153 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166095 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37634 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046432.000000 Penalty: 72245.875000
Iteration 381Q: 22 clusters Score -1.470464e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 123221 members 
Mstep: Class 4 contains 57167 members 
Mstep: Class 5 contains 91864 members 
Mstep: Class 6 contains 117928 members 
Mstep: Class 7 contains 93985 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18574 members 
Mstep: Class 12 contains 77153 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166094 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37634 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 382Q: 22 clusters Score -1.470464e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 123226 members 
Mstep: Class 4 contains 57168 members 
Mstep: Class 5 contains 91861 members 
Mstep: Class 6 contains 117926 members 
Mstep: Class 7 contains 93985 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18574 members 
Mstep: Class 12 contains 77152 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166094 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37634 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 383Q: 22 clusters Score -1.470464e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 123230 members 
Mstep: Class 4 contains 57169 members 
Mstep: Class 5 contains 91857 members 
Mstep: Class 6 contains 117924 members 
Mstep: Class 7 contains 93984 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154587 members 
Mstep: Class 11 contains 18576 members 
Mstep: Class 12 contains 77152 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166095 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 384Q: 22 clusters Score -1.470464e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 123236 members 
Mstep: Class 4 contains 57170 members 
Mstep: Class 5 contains 91849 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 93982 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154586 members 
Mstep: Class 11 contains 18578 members 
Mstep: Class 12 contains 77151 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37135 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166097 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37636 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 385Q: 22 clusters Score -1.470464e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22094 members 
Mstep: Class 3 contains 123241 members 
Mstep: Class 4 contains 57171 members 
Mstep: Class 5 contains 91841 members 
Mstep: Class 6 contains 117925 members 
Mstep: Class 7 contains 93981 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154588 members 
Mstep: Class 11 contains 18580 members 
Mstep: Class 12 contains 77148 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37136 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166096 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37637 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 386Q: 22 clusters Score -1.470464e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22094 members 
Mstep: Class 3 contains 123242 members 
Mstep: Class 4 contains 57171 members 
Mstep: Class 5 contains 91837 members 
Mstep: Class 6 contains 117928 members 
Mstep: Class 7 contains 93979 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18581 members 
Mstep: Class 12 contains 77149 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37138 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 166092 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37638 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 387Q: 22 clusters Score -1.470464e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22095 members 
Mstep: Class 3 contains 123244 members 
Mstep: Class 4 contains 57171 members 
Mstep: Class 5 contains 91829 members 
Mstep: Class 6 contains 117933 members 
Mstep: Class 7 contains 93978 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18583 members 
Mstep: Class 12 contains 77149 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37139 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166089 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37638 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046416.000000 Penalty: 72245.875000
Iteration 388Q: 22 clusters Score -1.470464e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22095 members 
Mstep: Class 3 contains 123245 members 
Mstep: Class 4 contains 57171 members 
Mstep: Class 5 contains 91825 members 
Mstep: Class 6 contains 117934 members 
Mstep: Class 7 contains 93978 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154591 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77148 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37139 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166088 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37639 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046464.000000 Penalty: 72245.875000
Iteration 389Q: 22 clusters Score -1.470465e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22095 members 
Mstep: Class 3 contains 123245 members 
Mstep: Class 4 contains 57171 members 
Mstep: Class 5 contains 91819 members 
Mstep: Class 6 contains 117937 members 
Mstep: Class 7 contains 93978 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154591 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77149 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37141 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166088 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37639 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046416.000000 Penalty: 72245.875000
Iteration 390Q: 22 clusters Score -1.470464e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22095 members 
Mstep: Class 3 contains 123249 members 
Mstep: Class 4 contains 57171 members 
Mstep: Class 5 contains 91815 members 
Mstep: Class 6 contains 117936 members 
Mstep: Class 7 contains 93980 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154589 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77149 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37143 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166087 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37639 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046336.000000 Penalty: 72245.875000
Iteration 391Q: 22 clusters Score -1.470463e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22096 members 
Mstep: Class 3 contains 123251 members 
Mstep: Class 4 contains 57170 members 
Mstep: Class 5 contains 91808 members 
Mstep: Class 6 contains 117939 members 
Mstep: Class 7 contains 93978 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154588 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77150 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37146 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166087 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37640 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046432.000000 Penalty: 72245.875000
Iteration 392Q: 22 clusters Score -1.470464e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123255 members 
Mstep: Class 4 contains 57169 members 
Mstep: Class 5 contains 91800 members 
Mstep: Class 6 contains 117939 members 
Mstep: Class 7 contains 93978 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154591 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77151 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37147 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166085 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37641 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046336.000000 Penalty: 72245.875000
Iteration 393Q: 22 clusters Score -1.470463e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123258 members 
Mstep: Class 4 contains 57170 members 
Mstep: Class 5 contains 91795 members 
Mstep: Class 6 contains 117939 members 
Mstep: Class 7 contains 93977 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154598 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 77152 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37149 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166077 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37641 members 
Mstep: Class 20 contains 41009 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 394Q: 22 clusters Score -1.470464e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22099 members 
Mstep: Class 3 contains 123262 members 
Mstep: Class 4 contains 57170 members 
Mstep: Class 5 contains 91789 members 
Mstep: Class 6 contains 117941 members 
Mstep: Class 7 contains 93975 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154602 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 77151 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37151 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166073 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37641 members 
Mstep: Class 20 contains 41009 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 395Q: 22 clusters Score -1.470464e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22099 members 
Mstep: Class 3 contains 123262 members 
Mstep: Class 4 contains 57170 members 
Mstep: Class 5 contains 91780 members 
Mstep: Class 6 contains 117943 members 
Mstep: Class 7 contains 93975 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154603 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 77153 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37155 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166070 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37642 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046320.000000 Penalty: 72245.875000
Iteration 396Q: 22 clusters Score -1.470463e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22099 members 
Mstep: Class 3 contains 123262 members 
Mstep: Class 4 contains 57169 members 
Mstep: Class 5 contains 91774 members 
Mstep: Class 6 contains 117947 members 
Mstep: Class 7 contains 93976 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154603 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 77153 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37155 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166068 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37645 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 397Q: 22 clusters Score -1.470464e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123267 members 
Mstep: Class 4 contains 57172 members 
Mstep: Class 5 contains 91762 members 
Mstep: Class 6 contains 117949 members 
Mstep: Class 7 contains 93978 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154604 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77154 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37156 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166065 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37647 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 398Q: 22 clusters Score -1.470464e+08 nChanged 24
Entering ConstructFrom: 
Score: -147046400.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -104116.937500 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -104116.9 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 434 members 
Entering Unmasked Estep 
Score: -102393.101562 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -102393.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -102976.968750 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -102977 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103397.085938 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -103397.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -103704.789062 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -103704.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103902.617188 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -103902.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -104058.859375 Penalty: 3347.965820
	Iteration 5F: 3 clusters Score -104058.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -104113.820312 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -104113.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -104158.281250 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -104158.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -104180.835938 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -104180.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -104191.507812 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -104191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -104196.898438 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -104196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -104197.695312 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -104197.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -104197.695312 Penalty: 3347.965820
	Iteration 12F: 3 clusters Score -104197.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123274 members 
Mstep: Class 4 contains 57174 members 
Mstep: Class 5 contains 91747 members 
Mstep: Class 6 contains 117952 members 
Mstep: Class 7 contains 93979 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154605 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77155 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37157 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166065 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 187 members 
Entering Unmasked Estep 
Score: -147044672.000000 Penalty: 75686.148438
Splitting cluster 1 changes total score from -147046400.000000 to -147044672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Entering Unmasked Estep 
Score: -3149272.250000 Penalty: 2480.804199
	Iteration 0F: 2 clusters Score -3149272 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 11014 members 
Entering Unmasked Estep 
Score: -3133925.000000 Penalty: 4961.608398
	Iteration 0F: 3 clusters Score -3133925 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3139411.000000 Penalty: 4961.608398
	Iteration 1F: 3 clusters Score -3139411 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3139938.500000 Penalty: 4961.608398
	Iteration 2F: 3 clusters Score -3139938 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3140424.000000 Penalty: 4961.608398
	Iteration 3Q: 3 clusters Score -3140424 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3140950.500000 Penalty: 4961.608398
	Iteration 4Q: 3 clusters Score -3140950 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3141487.500000 Penalty: 4961.608398
	Iteration 5Q: 3 clusters Score -3141488 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3142155.000000 Penalty: 4961.608398
	Iteration 6F: 3 clusters Score -3142155 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3142934.750000 Penalty: 4961.608398
	Iteration 7F: 3 clusters Score -3142935 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3143743.250000 Penalty: 4961.608398
	Iteration 8F: 3 clusters Score -3143743 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3144457.500000 Penalty: 4961.608398
	Iteration 9F: 3 clusters Score -3144458 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3144969.250000 Penalty: 4961.608398
	Iteration 10Q: 3 clusters Score -3144969 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3145295.500000 Penalty: 4961.608398
	Iteration 11Q: 3 clusters Score -3145296 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3145488.500000 Penalty: 4961.608398
	Iteration 12Q: 3 clusters Score -3145488 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3145659.250000 Penalty: 4961.608398
	Iteration 13Q: 3 clusters Score -3145659 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3145796.000000 Penalty: 4961.608398
	Iteration 14Q: 3 clusters Score -3145796 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3145926.000000 Penalty: 4961.608398
	Iteration 15Q: 3 clusters Score -3145926 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3146001.500000 Penalty: 4961.608398
	Iteration 16Q: 3 clusters Score -3146002 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3146104.500000 Penalty: 4961.608398
	Iteration 17Q: 3 clusters Score -3146104 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3146173.250000 Penalty: 4961.608398
	Iteration 18Q: 3 clusters Score -3146173 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3146253.750000 Penalty: 4961.608398
	Iteration 19Q: 3 clusters Score -3146254 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3146330.000000 Penalty: 4961.608398
	Iteration 20F: 3 clusters Score -3146330 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3146374.750000 Penalty: 4961.608398
	Iteration 21Q: 3 clusters Score -3146375 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3146414.250000 Penalty: 4961.608398
	Iteration 22Q: 3 clusters Score -3146414 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3146455.250000 Penalty: 4961.608398
	Iteration 23Q: 3 clusters Score -3146455 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3146479.250000 Penalty: 4961.608398
	Iteration 24Q: 3 clusters Score -3146479 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -3146520.250000 Penalty: 4961.608398
	Iteration 25Q: 3 clusters Score -3146520 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3146577.250000 Penalty: 4961.608398
	Iteration 26Q: 3 clusters Score -3146577 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3146612.750000 Penalty: 4961.608398
	Iteration 27Q: 3 clusters Score -3146613 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3146660.000000 Penalty: 4961.608398
	Iteration 28Q: 3 clusters Score -3146660 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3146702.000000 Penalty: 4961.608398
	Iteration 29Q: 3 clusters Score -3146702 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3146755.750000 Penalty: 4961.608398
	Iteration 30Q: 3 clusters Score -3146756 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3146801.750000 Penalty: 4961.608398
	Iteration 31Q: 3 clusters Score -3146802 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -3146839.000000 Penalty: 4961.608398
	Iteration 32Q: 3 clusters Score -3146839 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3146896.500000 Penalty: 4961.608398
	Iteration 33Q: 3 clusters Score -3146896 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3146928.000000 Penalty: 4961.608398
	Iteration 34Q: 3 clusters Score -3146928 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3146953.500000 Penalty: 4961.608398
	Iteration 35Q: 3 clusters Score -3146954 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3146990.250000 Penalty: 4961.608398
	Iteration 36Q: 3 clusters Score -3146990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3147020.000000 Penalty: 4961.608398
	Iteration 37Q: 3 clusters Score -3147020 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -3147044.500000 Penalty: 4961.608398
	Iteration 38Q: 3 clusters Score -3147044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3147075.250000 Penalty: 4961.608398
	Iteration 39Q: 3 clusters Score -3147075 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3147083.500000 Penalty: 4961.608398
	Iteration 40F: 3 clusters Score -3147084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3147110.250000 Penalty: 4961.608398
	Iteration 41Q: 3 clusters Score -3147110 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3147145.500000 Penalty: 4961.608398
	Iteration 42Q: 3 clusters Score -3147146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3147178.000000 Penalty: 4961.608398
	Iteration 43Q: 3 clusters Score -3147178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3147199.000000 Penalty: 4961.608398
	Iteration 44Q: 3 clusters Score -3147199 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3147229.250000 Penalty: 4961.608398
	Iteration 45Q: 3 clusters Score -3147229 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3147254.750000 Penalty: 4961.608398
	Iteration 46Q: 3 clusters Score -3147255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -3147284.250000 Penalty: 4961.608398
	Iteration 47Q: 3 clusters Score -3147284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3147299.000000 Penalty: 4961.608398
	Iteration 48Q: 3 clusters Score -3147299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3147313.000000 Penalty: 4961.608398
	Iteration 49Q: 3 clusters Score -3147313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3147327.500000 Penalty: 4961.608398
	Iteration 50Q: 3 clusters Score -3147328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3147337.750000 Penalty: 4961.608398
	Iteration 51Q: 3 clusters Score -3147338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3147357.750000 Penalty: 4961.608398
	Iteration 52Q: 3 clusters Score -3147358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3147376.750000 Penalty: 4961.608398
	Iteration 53Q: 3 clusters Score -3147377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -3147401.750000 Penalty: 4961.608398
	Iteration 54Q: 3 clusters Score -3147402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3147416.500000 Penalty: 4961.608398
	Iteration 55Q: 3 clusters Score -3147416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3147426.250000 Penalty: 4961.608398
	Iteration 56Q: 3 clusters Score -3147426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3147442.750000 Penalty: 4961.608398
	Iteration 57Q: 3 clusters Score -3147443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3147451.250000 Penalty: 4961.608398
	Iteration 58Q: 3 clusters Score -3147451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3147466.250000 Penalty: 4961.608398
	Iteration 59Q: 3 clusters Score -3147466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3147479.500000 Penalty: 4961.608398
	Iteration 60F: 3 clusters Score -3147480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3147501.000000 Penalty: 4961.608398
	Iteration 61Q: 3 clusters Score -3147501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3147504.000000 Penalty: 4961.608398
	Iteration 62Q: 3 clusters Score -3147504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -3147506.250000 Penalty: 4961.608398
	Iteration 63Q: 3 clusters Score -3147506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3147515.000000 Penalty: 4961.608398
	Iteration 64Q: 3 clusters Score -3147515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3147517.750000 Penalty: 4961.608398
	Iteration 65Q: 3 clusters Score -3147518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3147522.750000 Penalty: 4961.608398
	Iteration 66Q: 3 clusters Score -3147523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -3147533.000000 Penalty: 4961.608398
	Iteration 67Q: 3 clusters Score -3147533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3147535.250000 Penalty: 4961.608398
	Iteration 68Q: 3 clusters Score -3147535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3147539.000000 Penalty: 4961.608398
	Iteration 69Q: 3 clusters Score -3147539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -3147548.500000 Penalty: 4961.608398
	Iteration 70Q: 3 clusters Score -3147548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3147545.250000 Penalty: 4961.608398
	Iteration 71Q: 3 clusters Score -3147545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3147554.750000 Penalty: 4961.608398
	Iteration 72Q: 3 clusters Score -3147555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3147565.250000 Penalty: 4961.608398
	Iteration 73Q: 3 clusters Score -3147565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3147566.250000 Penalty: 4961.608398
	Iteration 74Q: 3 clusters Score -3147566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3147584.500000 Penalty: 4961.608398
	Iteration 75Q: 3 clusters Score -3147584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3147584.250000 Penalty: 4961.608398
	Iteration 76Q: 3 clusters Score -3147584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3147589.750000 Penalty: 4961.608398
	Iteration 77Q: 3 clusters Score -3147590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3147593.250000 Penalty: 4961.608398
	Iteration 78Q: 3 clusters Score -3147593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -3147594.750000 Penalty: 4961.608398
	Iteration 79Q: 3 clusters Score -3147595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3147603.750000 Penalty: 4961.608398
	Iteration 80F: 3 clusters Score -3147604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -3147600.500000 Penalty: 4961.608398
	Iteration 81Q: 3 clusters Score -3147600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3147604.500000 Penalty: 4961.608398
	Iteration 82Q: 3 clusters Score -3147604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -3147605.750000 Penalty: 4961.608398
	Iteration 83Q: 3 clusters Score -3147606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3147603.500000 Penalty: 4961.608398
	Iteration 84Q: 3 clusters Score -3147604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3147603.500000 Penalty: 4961.608398
	Iteration 85F: 3 clusters Score -3147604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (123274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123274 members 
Entering Unmasked Estep 
Score: -17556942.000000 Penalty: 2907.096924
	Iteration 0F: 2 clusters Score -1.755694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -17477922.000000 Penalty: 5814.193848
	Iteration 0F: 3 clusters Score -1.747792e+07 nChanged 58740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -17511774.000000 Penalty: 5814.193848
	Iteration 1F: 3 clusters Score -1.751177e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -17512598.000000 Penalty: 5814.193848
	Iteration 2Q: 3 clusters Score -1.75126e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -17513782.000000 Penalty: 5814.193848
	Iteration 3Q: 3 clusters Score -1.751378e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -17515694.000000 Penalty: 5814.193848
	Iteration 4Q: 3 clusters Score -1.751569e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -17518206.000000 Penalty: 5814.193848
	Iteration 5Q: 3 clusters Score -1.751821e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78658 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -17521804.000000 Penalty: 5814.193848
	Iteration 6F: 3 clusters Score -1.75218e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85502 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -17526694.000000 Penalty: 5814.193848
	Iteration 7F: 3 clusters Score -1.752669e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93652 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -17532702.000000 Penalty: 5814.193848
	Iteration 8F: 3 clusters Score -1.75327e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -17538872.000000 Penalty: 5814.193848
	Iteration 9F: 3 clusters Score -1.753887e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110019 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -17544398.000000 Penalty: 5814.193848
	Iteration 10F: 3 clusters Score -1.75444e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115870 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -17548828.000000 Penalty: 5814.193848
	Iteration 11Q: 3 clusters Score -1.754883e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119467 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -17551596.000000 Penalty: 5814.193848
	Iteration 12Q: 3 clusters Score -1.75516e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121312 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -17552994.000000 Penalty: 5814.193848
	Iteration 13Q: 3 clusters Score -1.755299e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122178 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -17553718.000000 Penalty: 5814.193848
	Iteration 14Q: 3 clusters Score -1.755372e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122539 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -17554046.000000 Penalty: 5814.193848
	Iteration 15Q: 3 clusters Score -1.755405e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122706 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -17554208.000000 Penalty: 5814.193848
	Iteration 16Q: 3 clusters Score -1.755421e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122787 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -17554276.000000 Penalty: 5814.193848
	Iteration 17Q: 3 clusters Score -1.755428e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122833 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -17554324.000000 Penalty: 5814.193848
	Iteration 18Q: 3 clusters Score -1.755432e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122855 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -17554328.000000 Penalty: 5814.193848
	Iteration 19Q: 3 clusters Score -1.755433e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122867 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -17554354.000000 Penalty: 5814.193848
	Iteration 20F: 3 clusters Score -1.755435e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122880 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -17554350.000000 Penalty: 5814.193848
	Iteration 21Q: 3 clusters Score -1.755435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122888 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -17554368.000000 Penalty: 5814.193848
	Iteration 22Q: 3 clusters Score -1.755437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122896 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -17554372.000000 Penalty: 5814.193848
	Iteration 23Q: 3 clusters Score -1.755437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122902 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -17554392.000000 Penalty: 5814.193848
	Iteration 24Q: 3 clusters Score -1.755439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122907 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -17554384.000000 Penalty: 5814.193848
	Iteration 25Q: 3 clusters Score -1.755438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122914 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -17554400.000000 Penalty: 5814.193848
	Iteration 26Q: 3 clusters Score -1.75544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122915 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -17554402.000000 Penalty: 5814.193848
	Iteration 27Q: 3 clusters Score -1.75544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122914 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -17554406.000000 Penalty: 5814.193848
	Iteration 28Q: 3 clusters Score -1.755441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122913 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -17554410.000000 Penalty: 5814.193848
	Iteration 29Q: 3 clusters Score -1.755441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122913 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -17554410.000000 Penalty: 5814.193848
	Iteration 30F: 3 clusters Score -1.755441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Entering Unmasked Estep 
Score: -8161925.000000 Penalty: 2716.555908
	Iteration 0F: 2 clusters Score -8161925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -8123330.500000 Penalty: 5433.111816
	Iteration 0F: 3 clusters Score -8123330 nChanged 26526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -8138270.500000 Penalty: 5433.111816
	Iteration 1F: 3 clusters Score -8138270 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -8139039.500000 Penalty: 5433.111816
	Iteration 2Q: 3 clusters Score -8139040 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -8140019.000000 Penalty: 5433.111816
	Iteration 3Q: 3 clusters Score -8140019 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -8141374.000000 Penalty: 5433.111816
	Iteration 4F: 3 clusters Score -8141374 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -8143656.500000 Penalty: 5433.111816
	Iteration 5F: 3 clusters Score -8143656 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -8147346.000000 Penalty: 5433.111816
	Iteration 6F: 3 clusters Score -8147346 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -8152095.500000 Penalty: 5433.111816
	Iteration 7F: 3 clusters Score -8152096 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -8156208.500000 Penalty: 5433.111816
	Iteration 8F: 3 clusters Score -8156208 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8158308.000000 Penalty: 5433.111816
	Iteration 9Q: 3 clusters Score -8158308 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8159099.500000 Penalty: 5433.111816
	Iteration 10Q: 3 clusters Score -8159100 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8159345.000000 Penalty: 5433.111816
	Iteration 11Q: 3 clusters Score -8159345 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8159455.000000 Penalty: 5433.111816
	Iteration 12Q: 3 clusters Score -8159455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8159491.000000 Penalty: 5433.111816
	Iteration 13Q: 3 clusters Score -8159491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8159517.500000 Penalty: 5433.111816
	Iteration 14Q: 3 clusters Score -8159518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8159539.500000 Penalty: 5433.111816
	Iteration 15Q: 3 clusters Score -8159540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8159543.500000 Penalty: 5433.111816
	Iteration 16Q: 3 clusters Score -8159544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8159553.000000 Penalty: 5433.111816
	Iteration 17Q: 3 clusters Score -8159553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8159560.000000 Penalty: 5433.111816
	Iteration 18Q: 3 clusters Score -8159560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8159563.500000 Penalty: 5433.111816
	Iteration 19Q: 3 clusters Score -8159564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8159563.500000 Penalty: 5433.111816
	Iteration 20F: 3 clusters Score -8159564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Entering Unmasked Estep 
Score: -13097580.000000 Penalty: 2833.843994
	Iteration 0F: 2 clusters Score -1.309758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -13036444.000000 Penalty: 5667.687988
	Iteration 0F: 3 clusters Score -1.303644e+07 nChanged 43251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -13061625.000000 Penalty: 5667.687988
	Iteration 1F: 3 clusters Score -1.306162e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -13062389.000000 Penalty: 5667.687988
	Iteration 2Q: 3 clusters Score -1.306239e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -13063441.000000 Penalty: 5667.687988
	Iteration 3Q: 3 clusters Score -1.306344e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -13064574.000000 Penalty: 5667.687988
	Iteration 4Q: 3 clusters Score -1.306457e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -13066194.000000 Penalty: 5667.687988
	Iteration 5Q: 3 clusters Score -1.306619e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -13068358.000000 Penalty: 5667.687988
	Iteration 6Q: 3 clusters Score -1.306836e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -13071733.000000 Penalty: 5667.687988
	Iteration 7F: 3 clusters Score -1.307173e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -13075615.000000 Penalty: 5667.687988
	Iteration 8F: 3 clusters Score -1.307562e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -13079444.000000 Penalty: 5667.687988
	Iteration 9F: 3 clusters Score -1.307944e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64017 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -13081944.000000 Penalty: 5667.687988
	Iteration 10Q: 3 clusters Score -1.308194e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -13083323.000000 Penalty: 5667.687988
	Iteration 11Q: 3 clusters Score -1.308332e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -13084114.000000 Penalty: 5667.687988
	Iteration 12Q: 3 clusters Score -1.308411e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -13084736.000000 Penalty: 5667.687988
	Iteration 13Q: 3 clusters Score -1.308474e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -13085346.000000 Penalty: 5667.687988
	Iteration 14Q: 3 clusters Score -1.308535e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -13086071.000000 Penalty: 5667.687988
	Iteration 15Q: 3 clusters Score -1.308607e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -13086831.000000 Penalty: 5667.687988
	Iteration 16Q: 3 clusters Score -1.308683e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -13087569.000000 Penalty: 5667.687988
	Iteration 17Q: 3 clusters Score -1.308757e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -13088322.000000 Penalty: 5667.687988
	Iteration 18Q: 3 clusters Score -1.308832e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -13089113.000000 Penalty: 5667.687988
	Iteration 19Q: 3 clusters Score -1.308911e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -13089777.000000 Penalty: 5667.687988
	Iteration 20F: 3 clusters Score -1.308978e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -13090396.000000 Penalty: 5667.687988
	Iteration 21Q: 3 clusters Score -1.30904e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -13090956.000000 Penalty: 5667.687988
	Iteration 22Q: 3 clusters Score -1.309096e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -13091455.000000 Penalty: 5667.687988
	Iteration 23Q: 3 clusters Score -1.309146e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -13091916.000000 Penalty: 5667.687988
	Iteration 24Q: 3 clusters Score -1.309192e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -13092272.000000 Penalty: 5667.687988
	Iteration 25Q: 3 clusters Score -1.309227e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -13092679.000000 Penalty: 5667.687988
	Iteration 26Q: 3 clusters Score -1.309268e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85388 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -13092995.000000 Penalty: 5667.687988
	Iteration 27Q: 3 clusters Score -1.3093e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -13093229.000000 Penalty: 5667.687988
	Iteration 28Q: 3 clusters Score -1.309323e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -13093438.000000 Penalty: 5667.687988
	Iteration 29Q: 3 clusters Score -1.309344e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -13093622.000000 Penalty: 5667.687988
	Iteration 30Q: 3 clusters Score -1.309362e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87545 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -13093815.000000 Penalty: 5667.687988
	Iteration 31Q: 3 clusters Score -1.309382e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88003 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -13093978.000000 Penalty: 5667.687988
	Iteration 32Q: 3 clusters Score -1.309398e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -13094107.000000 Penalty: 5667.687988
	Iteration 33Q: 3 clusters Score -1.309411e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -13094213.000000 Penalty: 5667.687988
	Iteration 34Q: 3 clusters Score -1.309421e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -13094300.000000 Penalty: 5667.687988
	Iteration 35Q: 3 clusters Score -1.30943e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -13094379.000000 Penalty: 5667.687988
	Iteration 36Q: 3 clusters Score -1.309438e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89556 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -13094443.000000 Penalty: 5667.687988
	Iteration 37Q: 3 clusters Score -1.309444e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -13094536.000000 Penalty: 5667.687988
	Iteration 38Q: 3 clusters Score -1.309454e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -13094617.000000 Penalty: 5667.687988
	Iteration 39Q: 3 clusters Score -1.309462e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90126 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -13094706.000000 Penalty: 5667.687988
	Iteration 40F: 3 clusters Score -1.309471e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -13094717.000000 Penalty: 5667.687988
	Iteration 41Q: 3 clusters Score -1.309472e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -13094781.000000 Penalty: 5667.687988
	Iteration 42Q: 3 clusters Score -1.309478e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -13094828.000000 Penalty: 5667.687988
	Iteration 43Q: 3 clusters Score -1.309483e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -13094851.000000 Penalty: 5667.687988
	Iteration 44Q: 3 clusters Score -1.309485e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13094897.000000 Penalty: 5667.687988
	Iteration 45Q: 3 clusters Score -1.30949e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -13094946.000000 Penalty: 5667.687988
	Iteration 46Q: 3 clusters Score -1.309495e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90735 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -13094953.000000 Penalty: 5667.687988
	Iteration 47Q: 3 clusters Score -1.309495e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13094967.000000 Penalty: 5667.687988
	Iteration 48Q: 3 clusters Score -1.309497e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -13094959.000000 Penalty: 5667.687988
	Iteration 49Q: 3 clusters Score -1.309496e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90847 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13094967.000000 Penalty: 5667.687988
	Iteration 50Q: 3 clusters Score -1.309497e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13094990.000000 Penalty: 5667.687988
	Iteration 51Q: 3 clusters Score -1.309499e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -13094993.000000 Penalty: 5667.687988
	Iteration 52Q: 3 clusters Score -1.309499e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -13095007.000000 Penalty: 5667.687988
	Iteration 53Q: 3 clusters Score -1.309501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13094996.000000 Penalty: 5667.687988
	Iteration 54Q: 3 clusters Score -1.3095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -13095001.000000 Penalty: 5667.687988
	Iteration 55Q: 3 clusters Score -1.3095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90951 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13095022.000000 Penalty: 5667.687988
	Iteration 56Q: 3 clusters Score -1.309502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -13095024.000000 Penalty: 5667.687988
	Iteration 57Q: 3 clusters Score -1.309502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13095021.000000 Penalty: 5667.687988
	Iteration 58Q: 3 clusters Score -1.309502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90981 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -13095031.000000 Penalty: 5667.687988
	Iteration 59Q: 3 clusters Score -1.309503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13095035.000000 Penalty: 5667.687988
	Iteration 60F: 3 clusters Score -1.309504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -13095036.000000 Penalty: 5667.687988
	Iteration 61Q: 3 clusters Score -1.309504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -13095040.000000 Penalty: 5667.687988
	Iteration 62Q: 3 clusters Score -1.309504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13095063.000000 Penalty: 5667.687988
	Iteration 63Q: 3 clusters Score -1.309506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -13095090.000000 Penalty: 5667.687988
	Iteration 64Q: 3 clusters Score -1.309509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -13095083.000000 Penalty: 5667.687988
	Iteration 65Q: 3 clusters Score -1.309508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13095079.000000 Penalty: 5667.687988
	Iteration 66Q: 3 clusters Score -1.309508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -13095083.000000 Penalty: 5667.687988
	Iteration 67Q: 3 clusters Score -1.309508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91071 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -13095096.000000 Penalty: 5667.687988
	Iteration 68Q: 3 clusters Score -1.30951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13095103.000000 Penalty: 5667.687988
	Iteration 69Q: 3 clusters Score -1.30951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -13095114.000000 Penalty: 5667.687988
	Iteration 70Q: 3 clusters Score -1.309511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13095118.000000 Penalty: 5667.687988
	Iteration 71Q: 3 clusters Score -1.309512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91097 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -13095118.000000 Penalty: 5667.687988
	Iteration 72Q: 3 clusters Score -1.309512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91104 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13095134.000000 Penalty: 5667.687988
	Iteration 73Q: 3 clusters Score -1.309513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13095143.000000 Penalty: 5667.687988
	Iteration 74Q: 3 clusters Score -1.309514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91111 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -13095135.000000 Penalty: 5667.687988
	Iteration 75Q: 3 clusters Score -1.309514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91117 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13095136.000000 Penalty: 5667.687988
	Iteration 76Q: 3 clusters Score -1.309514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91121 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13095139.000000 Penalty: 5667.687988
	Iteration 77Q: 3 clusters Score -1.309514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13095144.000000 Penalty: 5667.687988
	Iteration 78Q: 3 clusters Score -1.309514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13095156.000000 Penalty: 5667.687988
	Iteration 79Q: 3 clusters Score -1.309516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13095152.000000 Penalty: 5667.687988
	Iteration 80F: 3 clusters Score -1.309515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13095157.000000 Penalty: 5667.687988
	Iteration 81Q: 3 clusters Score -1.309516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13095157.000000 Penalty: 5667.687988
	Iteration 82F: 3 clusters Score -1.309516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (117952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117952 members 
Entering Unmasked Estep 
Score: -16728912.000000 Penalty: 2896.152100
	Iteration 0F: 2 clusters Score -1.672891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -16651143.000000 Penalty: 5792.304199
	Iteration 0F: 3 clusters Score -1.665114e+07 nChanged 56154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -16683327.000000 Penalty: 5792.304199
	Iteration 1F: 3 clusters Score -1.668333e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -16684153.000000 Penalty: 5792.304199
	Iteration 2Q: 3 clusters Score -1.668415e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -16685373.000000 Penalty: 5792.304199
	Iteration 3Q: 3 clusters Score -1.668537e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -16687089.000000 Penalty: 5792.304199
	Iteration 4Q: 3 clusters Score -1.668709e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -16689879.000000 Penalty: 5792.304199
	Iteration 5Q: 3 clusters Score -1.668988e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -16694053.000000 Penalty: 5792.304199
	Iteration 6F: 3 clusters Score -1.669405e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -16700276.000000 Penalty: 5792.304199
	Iteration 7F: 3 clusters Score -1.670028e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -16707207.000000 Penalty: 5792.304199
	Iteration 8F: 3 clusters Score -1.670721e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96935 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -16713483.000000 Penalty: 5792.304199
	Iteration 9F: 3 clusters Score -1.671348e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102147 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -16718030.000000 Penalty: 5792.304199
	Iteration 10Q: 3 clusters Score -1.671803e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -16720788.000000 Penalty: 5792.304199
	Iteration 11Q: 3 clusters Score -1.672079e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108186 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -16722442.000000 Penalty: 5792.304199
	Iteration 12Q: 3 clusters Score -1.672244e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -16723611.000000 Penalty: 5792.304199
	Iteration 13Q: 3 clusters Score -1.672361e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -16724397.000000 Penalty: 5792.304199
	Iteration 14Q: 3 clusters Score -1.67244e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112588 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -16724996.000000 Penalty: 5792.304199
	Iteration 15Q: 3 clusters Score -1.6725e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -16725447.000000 Penalty: 5792.304199
	Iteration 16Q: 3 clusters Score -1.672545e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114183 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -16725804.000000 Penalty: 5792.304199
	Iteration 17Q: 3 clusters Score -1.67258e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114727 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -16725979.000000 Penalty: 5792.304199
	Iteration 18Q: 3 clusters Score -1.672598e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115139 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -16726169.000000 Penalty: 5792.304199
	Iteration 19Q: 3 clusters Score -1.672617e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115470 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -16726329.000000 Penalty: 5792.304199
	Iteration 20F: 3 clusters Score -1.672633e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115715 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -16726411.000000 Penalty: 5792.304199
	Iteration 21Q: 3 clusters Score -1.672641e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115912 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -16726450.000000 Penalty: 5792.304199
	Iteration 22Q: 3 clusters Score -1.672645e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -16726518.000000 Penalty: 5792.304199
	Iteration 23Q: 3 clusters Score -1.672652e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116182 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -16726558.000000 Penalty: 5792.304199
	Iteration 24Q: 3 clusters Score -1.672656e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116281 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -16726608.000000 Penalty: 5792.304199
	Iteration 25Q: 3 clusters Score -1.672661e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116379 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -16726622.000000 Penalty: 5792.304199
	Iteration 26Q: 3 clusters Score -1.672662e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116436 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16726659.000000 Penalty: 5792.304199
	Iteration 27Q: 3 clusters Score -1.672666e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116507 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -16726678.000000 Penalty: 5792.304199
	Iteration 28Q: 3 clusters Score -1.672668e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116567 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -16726670.000000 Penalty: 5792.304199
	Iteration 29Q: 3 clusters Score -1.672667e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116621 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -16726676.000000 Penalty: 5792.304199
	Iteration 30Q: 3 clusters Score -1.672668e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116670 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -16726681.000000 Penalty: 5792.304199
	Iteration 31Q: 3 clusters Score -1.672668e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116697 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -16726691.000000 Penalty: 5792.304199
	Iteration 32Q: 3 clusters Score -1.672669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116723 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -16726710.000000 Penalty: 5792.304199
	Iteration 33Q: 3 clusters Score -1.672671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116742 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -16726719.000000 Penalty: 5792.304199
	Iteration 34Q: 3 clusters Score -1.672672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116754 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -16726723.000000 Penalty: 5792.304199
	Iteration 35Q: 3 clusters Score -1.672672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116774 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -16726714.000000 Penalty: 5792.304199
	Iteration 36Q: 3 clusters Score -1.672671e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116794 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16726723.000000 Penalty: 5792.304199
	Iteration 37Q: 3 clusters Score -1.672672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116807 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -16726727.000000 Penalty: 5792.304199
	Iteration 38Q: 3 clusters Score -1.672673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116813 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16726736.000000 Penalty: 5792.304199
	Iteration 39Q: 3 clusters Score -1.672674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116821 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -16726725.000000 Penalty: 5792.304199
	Iteration 40F: 3 clusters Score -1.672672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116826 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -16726742.000000 Penalty: 5792.304199
	Iteration 41Q: 3 clusters Score -1.672674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -16726729.000000 Penalty: 5792.304199
	Iteration 42Q: 3 clusters Score -1.672673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116833 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -16726744.000000 Penalty: 5792.304199
	Iteration 43Q: 3 clusters Score -1.672674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116837 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -16726736.000000 Penalty: 5792.304199
	Iteration 44Q: 3 clusters Score -1.672674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116840 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -16726735.000000 Penalty: 5792.304199
	Iteration 45Q: 3 clusters Score -1.672674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116842 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -16726734.000000 Penalty: 5792.304199
	Iteration 46Q: 3 clusters Score -1.672673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116845 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -16726739.000000 Penalty: 5792.304199
	Iteration 47Q: 3 clusters Score -1.672674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116847 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16726739.000000 Penalty: 5792.304199
	Iteration 48Q: 3 clusters Score -1.672674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116850 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -16726755.000000 Penalty: 5792.304199
	Iteration 49Q: 3 clusters Score -1.672676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116852 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16726753.000000 Penalty: 5792.304199
	Iteration 50Q: 3 clusters Score -1.672675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116852 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16726753.000000 Penalty: 5792.304199
	Iteration 51F: 3 clusters Score -1.672675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93979 members 
Entering Unmasked Estep 
Score: -13366982.000000 Penalty: 2839.804932
	Iteration 0F: 2 clusters Score -1.336698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -13304438.000000 Penalty: 5679.609863
	Iteration 0F: 3 clusters Score -1.330444e+07 nChanged 44248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -13329977.000000 Penalty: 5679.609863
	Iteration 1F: 3 clusters Score -1.332998e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -13330898.000000 Penalty: 5679.609863
	Iteration 2Q: 3 clusters Score -1.33309e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -13332304.000000 Penalty: 5679.609863
	Iteration 3Q: 3 clusters Score -1.33323e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -13334358.000000 Penalty: 5679.609863
	Iteration 4F: 3 clusters Score -1.333436e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -13337476.000000 Penalty: 5679.609863
	Iteration 5F: 3 clusters Score -1.333748e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -13342103.000000 Penalty: 5679.609863
	Iteration 6F: 3 clusters Score -1.33421e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -13347584.000000 Penalty: 5679.609863
	Iteration 7F: 3 clusters Score -1.334758e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -13352913.000000 Penalty: 5679.609863
	Iteration 8F: 3 clusters Score -1.335291e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -13356853.000000 Penalty: 5679.609863
	Iteration 9Q: 3 clusters Score -1.335685e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -13358896.000000 Penalty: 5679.609863
	Iteration 10Q: 3 clusters Score -1.33589e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -13360088.000000 Penalty: 5679.609863
	Iteration 11Q: 3 clusters Score -1.336009e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -13360746.000000 Penalty: 5679.609863
	Iteration 12Q: 3 clusters Score -1.336075e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -13361295.000000 Penalty: 5679.609863
	Iteration 13Q: 3 clusters Score -1.33613e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -13361684.000000 Penalty: 5679.609863
	Iteration 14Q: 3 clusters Score -1.336168e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -13362138.000000 Penalty: 5679.609863
	Iteration 15Q: 3 clusters Score -1.336214e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 85980 members 
Entering Unmasked Estep 
Score: -13362558.000000 Penalty: 5679.609863
	Iteration 16Q: 3 clusters Score -1.336256e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -13362867.000000 Penalty: 5679.609863
	Iteration 17Q: 3 clusters Score -1.336287e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 87586 members 
Entering Unmasked Estep 
Score: -13363150.000000 Penalty: 5679.609863
	Iteration 18Q: 3 clusters Score -1.336315e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 88241 members 
Entering Unmasked Estep 
Score: -13363441.000000 Penalty: 5679.609863
	Iteration 19Q: 3 clusters Score -1.336344e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -13363664.000000 Penalty: 5679.609863
	Iteration 20F: 3 clusters Score -1.336366e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 89292 members 
Entering Unmasked Estep 
Score: -13363848.000000 Penalty: 5679.609863
	Iteration 21Q: 3 clusters Score -1.336385e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 89644 members 
Entering Unmasked Estep 
Score: -13363960.000000 Penalty: 5679.609863
	Iteration 22Q: 3 clusters Score -1.336396e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 89914 members 
Entering Unmasked Estep 
Score: -13364094.000000 Penalty: 5679.609863
	Iteration 23Q: 3 clusters Score -1.336409e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -13364115.000000 Penalty: 5679.609863
	Iteration 24Q: 3 clusters Score -1.336412e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -13364167.000000 Penalty: 5679.609863
	Iteration 25Q: 3 clusters Score -1.336417e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -13364263.000000 Penalty: 5679.609863
	Iteration 26Q: 3 clusters Score -1.336426e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -13364315.000000 Penalty: 5679.609863
	Iteration 27Q: 3 clusters Score -1.336432e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -13364339.000000 Penalty: 5679.609863
	Iteration 28Q: 3 clusters Score -1.336434e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -13364381.000000 Penalty: 5679.609863
	Iteration 29Q: 3 clusters Score -1.336438e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -13364408.000000 Penalty: 5679.609863
	Iteration 30Q: 3 clusters Score -1.336441e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -13364441.000000 Penalty: 5679.609863
	Iteration 31Q: 3 clusters Score -1.336444e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -13364475.000000 Penalty: 5679.609863
	Iteration 32Q: 3 clusters Score -1.336448e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -13364537.000000 Penalty: 5679.609863
	Iteration 33Q: 3 clusters Score -1.336454e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -13364568.000000 Penalty: 5679.609863
	Iteration 34Q: 3 clusters Score -1.336457e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 91700 members 
Entering Unmasked Estep 
Score: -13364586.000000 Penalty: 5679.609863
	Iteration 35Q: 3 clusters Score -1.336459e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -13364611.000000 Penalty: 5679.609863
	Iteration 36Q: 3 clusters Score -1.336461e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -13364622.000000 Penalty: 5679.609863
	Iteration 37Q: 3 clusters Score -1.336462e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
Score: -13364630.000000 Penalty: 5679.609863
	Iteration 38Q: 3 clusters Score -1.336463e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -13364627.000000 Penalty: 5679.609863
	Iteration 39Q: 3 clusters Score -1.336463e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 91960 members 
Entering Unmasked Estep 
Score: -13364664.000000 Penalty: 5679.609863
	Iteration 40F: 3 clusters Score -1.336466e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -13364679.000000 Penalty: 5679.609863
	Iteration 41Q: 3 clusters Score -1.336468e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -13364685.000000 Penalty: 5679.609863
	Iteration 42Q: 3 clusters Score -1.336468e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -13364707.000000 Penalty: 5679.609863
	Iteration 43Q: 3 clusters Score -1.336471e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -13364715.000000 Penalty: 5679.609863
	Iteration 44Q: 3 clusters Score -1.336472e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -13364708.000000 Penalty: 5679.609863
	Iteration 45Q: 3 clusters Score -1.336471e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -13364734.000000 Penalty: 5679.609863
	Iteration 46Q: 3 clusters Score -1.336473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 92184 members 
Entering Unmasked Estep 
Score: -13364749.000000 Penalty: 5679.609863
	Iteration 47Q: 3 clusters Score -1.336475e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 92206 members 
Entering Unmasked Estep 
Score: -13364745.000000 Penalty: 5679.609863
	Iteration 48Q: 3 clusters Score -1.336474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -13364755.000000 Penalty: 5679.609863
	Iteration 49Q: 3 clusters Score -1.336476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 92241 members 
Entering Unmasked Estep 
Score: -13364757.000000 Penalty: 5679.609863
	Iteration 50Q: 3 clusters Score -1.336476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 92261 members 
Entering Unmasked Estep 
Score: -13364756.000000 Penalty: 5679.609863
	Iteration 51Q: 3 clusters Score -1.336476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 92282 members 
Entering Unmasked Estep 
Score: -13364790.000000 Penalty: 5679.609863
	Iteration 52Q: 3 clusters Score -1.336479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 92300 members 
Entering Unmasked Estep 
Score: -13364772.000000 Penalty: 5679.609863
	Iteration 53Q: 3 clusters Score -1.336477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -13364776.000000 Penalty: 5679.609863
	Iteration 54Q: 3 clusters Score -1.336478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 92318 members 
Entering Unmasked Estep 
Score: -13364766.000000 Penalty: 5679.609863
	Iteration 55Q: 3 clusters Score -1.336477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -13364776.000000 Penalty: 5679.609863
	Iteration 56Q: 3 clusters Score -1.336478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -13364787.000000 Penalty: 5679.609863
	Iteration 57Q: 3 clusters Score -1.336479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 92345 members 
Entering Unmasked Estep 
Score: -13364779.000000 Penalty: 5679.609863
	Iteration 58Q: 3 clusters Score -1.336478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 92356 members 
Entering Unmasked Estep 
Score: -13364778.000000 Penalty: 5679.609863
	Iteration 59Q: 3 clusters Score -1.336478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -13364787.000000 Penalty: 5679.609863
	Iteration 60F: 3 clusters Score -1.336479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -13364770.000000 Penalty: 5679.609863
	Iteration 61Q: 3 clusters Score -1.336477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -13364782.000000 Penalty: 5679.609863
	Iteration 62Q: 3 clusters Score -1.336478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -13364773.000000 Penalty: 5679.609863
	Iteration 63Q: 3 clusters Score -1.336477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -13364777.000000 Penalty: 5679.609863
	Iteration 64Q: 3 clusters Score -1.336478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -13364773.000000 Penalty: 5679.609863
	Iteration 65Q: 3 clusters Score -1.336477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -13364771.000000 Penalty: 5679.609863
	Iteration 66Q: 3 clusters Score -1.336477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -13364786.000000 Penalty: 5679.609863
	Iteration 67Q: 3 clusters Score -1.336479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 92411 members 
Entering Unmasked Estep 
Score: -13364780.000000 Penalty: 5679.609863
	Iteration 68Q: 3 clusters Score -1.336478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 92422 members 
Entering Unmasked Estep 
Score: -13364787.000000 Penalty: 5679.609863
	Iteration 69Q: 3 clusters Score -1.336479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -13364784.000000 Penalty: 5679.609863
	Iteration 70Q: 3 clusters Score -1.336478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -13364783.000000 Penalty: 5679.609863
	Iteration 71Q: 3 clusters Score -1.336478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -13364781.000000 Penalty: 5679.609863
	Iteration 72Q: 3 clusters Score -1.336478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -13364777.000000 Penalty: 5679.609863
	Iteration 73Q: 3 clusters Score -1.336478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 92469 members 
Entering Unmasked Estep 
Score: -13364775.000000 Penalty: 5679.609863
	Iteration 74Q: 3 clusters Score -1.336478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 92472 members 
Entering Unmasked Estep 
Score: -13364795.000000 Penalty: 5679.609863
	Iteration 75Q: 3 clusters Score -1.33648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 92479 members 
Entering Unmasked Estep 
Score: -13364801.000000 Penalty: 5679.609863
	Iteration 76Q: 3 clusters Score -1.33648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -13364792.000000 Penalty: 5679.609863
	Iteration 77Q: 3 clusters Score -1.336479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 92488 members 
Entering Unmasked Estep 
Score: -13364802.000000 Penalty: 5679.609863
	Iteration 78Q: 3 clusters Score -1.33648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 92492 members 
Entering Unmasked Estep 
Score: -13364801.000000 Penalty: 5679.609863
	Iteration 79Q: 3 clusters Score -1.33648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -13364808.000000 Penalty: 5679.609863
	Iteration 80F: 3 clusters Score -1.336481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -13364819.000000 Penalty: 5679.609863
	Iteration 81Q: 3 clusters Score -1.336482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 92498 members 
Entering Unmasked Estep 
Score: -13364819.000000 Penalty: 5679.609863
	Iteration 82Q: 3 clusters Score -1.336482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 92499 members 
Entering Unmasked Estep 
Score: -13364821.000000 Penalty: 5679.609863
	Iteration 83Q: 3 clusters Score -1.336482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 92499 members 
Entering Unmasked Estep 
Score: -13364821.000000 Penalty: 5679.609863
	Iteration 84F: 3 clusters Score -1.336482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -504653.937500 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -504653.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -501101.562500 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -501101.6 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -502017.062500 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -502017.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -502473.218750 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -502473.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -502911.062500 Penalty: 4060.762451
	Iteration 3F: 3 clusters Score -502911.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -503278.500000 Penalty: 4060.762451
	Iteration 4F: 3 clusters Score -503278.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -503578.437500 Penalty: 4060.762451
	Iteration 5F: 3 clusters Score -503578.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -503851.375000 Penalty: 4060.762451
	Iteration 6F: 3 clusters Score -503851.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -504067.531250 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -504067.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -504257.656250 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -504257.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -504354.625000 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -504354.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -504394.906250 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -504394.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -504408.781250 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -504408.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -504415.343750 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -504415.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -504420.531250 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -504420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -504421.781250 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -504421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -504421.781250 Penalty: 4060.762451
	Iteration 15F: 3 clusters Score -504421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -61457.113281 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -61457.11 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 269 members 
Entering Unmasked Estep 
Score: -60071.601562 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -60071.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60631.234375 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -60631.23 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61124.253906 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -61124.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61482.476562 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -61482.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61645.703125 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -61645.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61713.910156 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -61713.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61760.027344 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -61760.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61813.214844 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -61813.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61835.867188 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -61835.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61835.867188 Penalty: 3099.987793
	Iteration 9F: 3 clusters Score -61835.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123274 members 
Mstep: Class 4 contains 57174 members 
Mstep: Class 5 contains 91747 members 
Mstep: Class 6 contains 117952 members 
Mstep: Class 7 contains 93979 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 129 members 
Mstep: Class 10 contains 154605 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77155 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37157 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166065 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 389 members 
Entering Unmasked Estep 
Score: -147044832.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147046400.000000 to -147044832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (154605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154605 members 
Entering Unmasked Estep 
Score: -21739016.000000 Penalty: 2963.259766
	Iteration 0F: 2 clusters Score -2.173902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77289 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -21638378.000000 Penalty: 5926.519531
	Iteration 0F: 3 clusters Score -2.163838e+07 nChanged 73627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -21680890.000000 Penalty: 5926.519531
	Iteration 1F: 3 clusters Score -2.168089e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 79027 members 
Entering Unmasked Estep 
Score: -21682148.000000 Penalty: 5926.519531
	Iteration 2Q: 3 clusters Score -2.168215e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
Score: -21683822.000000 Penalty: 5926.519531
	Iteration 3Q: 3 clusters Score -2.168382e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
Score: -21686304.000000 Penalty: 5926.519531
	Iteration 4Q: 3 clusters Score -2.16863e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -21689920.000000 Penalty: 5926.519531
	Iteration 5F: 3 clusters Score -2.168992e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -21694982.000000 Penalty: 5926.519531
	Iteration 6F: 3 clusters Score -2.169498e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 92647 members 
Entering Unmasked Estep 
Score: -21701578.000000 Penalty: 5926.519531
	Iteration 7F: 3 clusters Score -2.170158e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -21708244.000000 Penalty: 5926.519531
	Iteration 8F: 3 clusters Score -2.170824e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 98999 members 
Entering Unmasked Estep 
Score: -21714808.000000 Penalty: 5926.519531
	Iteration 9F: 3 clusters Score -2.171481e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 100738 members 
Entering Unmasked Estep 
Score: -21719370.000000 Penalty: 5926.519531
	Iteration 10Q: 3 clusters Score -2.171937e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 101936 members 
Entering Unmasked Estep 
Score: -21721982.000000 Penalty: 5926.519531
	Iteration 11Q: 3 clusters Score -2.172198e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 103135 members 
Entering Unmasked Estep 
Score: -21723194.000000 Penalty: 5926.519531
	Iteration 12Q: 3 clusters Score -2.172319e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 104283 members 
Entering Unmasked Estep 
Score: -21723816.000000 Penalty: 5926.519531
	Iteration 13Q: 3 clusters Score -2.172382e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 105369 members 
Entering Unmasked Estep 
Score: -21724254.000000 Penalty: 5926.519531
	Iteration 14Q: 3 clusters Score -2.172425e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 106414 members 
Entering Unmasked Estep 
Score: -21724578.000000 Penalty: 5926.519531
	Iteration 15Q: 3 clusters Score -2.172458e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 107440 members 
Entering Unmasked Estep 
Score: -21724810.000000 Penalty: 5926.519531
	Iteration 16Q: 3 clusters Score -2.172481e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 108427 members 
Entering Unmasked Estep 
Score: -21725052.000000 Penalty: 5926.519531
	Iteration 17Q: 3 clusters Score -2.172505e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 109354 members 
Entering Unmasked Estep 
Score: -21725162.000000 Penalty: 5926.519531
	Iteration 18Q: 3 clusters Score -2.172516e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 110263 members 
Entering Unmasked Estep 
Score: -21725298.000000 Penalty: 5926.519531
	Iteration 19Q: 3 clusters Score -2.17253e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -21725404.000000 Penalty: 5926.519531
	Iteration 20F: 3 clusters Score -2.17254e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 112183 members 
Entering Unmasked Estep 
Score: -21725440.000000 Penalty: 5926.519531
	Iteration 21Q: 3 clusters Score -2.172544e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 113165 members 
Entering Unmasked Estep 
Score: -21725546.000000 Penalty: 5926.519531
	Iteration 22Q: 3 clusters Score -2.172555e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -21725576.000000 Penalty: 5926.519531
	Iteration 23Q: 3 clusters Score -2.172558e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -21725728.000000 Penalty: 5926.519531
	Iteration 24Q: 3 clusters Score -2.172573e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 116201 members 
Entering Unmasked Estep 
Score: -21725872.000000 Penalty: 5926.519531
	Iteration 25Q: 3 clusters Score -2.172587e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 117309 members 
Entering Unmasked Estep 
Score: -21725998.000000 Penalty: 5926.519531
	Iteration 26Q: 3 clusters Score -2.1726e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 118395 members 
Entering Unmasked Estep 
Score: -21726206.000000 Penalty: 5926.519531
	Iteration 27Q: 3 clusters Score -2.172621e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 119541 members 
Entering Unmasked Estep 
Score: -21726392.000000 Penalty: 5926.519531
	Iteration 28Q: 3 clusters Score -2.172639e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 120661 members 
Entering Unmasked Estep 
Score: -21726516.000000 Penalty: 5926.519531
	Iteration 29Q: 3 clusters Score -2.172652e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 121840 members 
Entering Unmasked Estep 
Score: -21726750.000000 Penalty: 5926.519531
	Iteration 30Q: 3 clusters Score -2.172675e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 123046 members 
Entering Unmasked Estep 
Score: -21727026.000000 Penalty: 5926.519531
	Iteration 31Q: 3 clusters Score -2.172703e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 124241 members 
Entering Unmasked Estep 
Score: -21727348.000000 Penalty: 5926.519531
	Iteration 32Q: 3 clusters Score -2.172735e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 125522 members 
Entering Unmasked Estep 
Score: -21727596.000000 Penalty: 5926.519531
	Iteration 33Q: 3 clusters Score -2.17276e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 126750 members 
Entering Unmasked Estep 
Score: -21727902.000000 Penalty: 5926.519531
	Iteration 34Q: 3 clusters Score -2.17279e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 127960 members 
Entering Unmasked Estep 
Score: -21728216.000000 Penalty: 5926.519531
	Iteration 35Q: 3 clusters Score -2.172822e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 129153 members 
Entering Unmasked Estep 
Score: -21728548.000000 Penalty: 5926.519531
	Iteration 36Q: 3 clusters Score -2.172855e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 130403 members 
Entering Unmasked Estep 
Score: -21728906.000000 Penalty: 5926.519531
	Iteration 37Q: 3 clusters Score -2.172891e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 131633 members 
Entering Unmasked Estep 
Score: -21729214.000000 Penalty: 5926.519531
	Iteration 38Q: 3 clusters Score -2.172921e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 132894 members 
Entering Unmasked Estep 
Score: -21729590.000000 Penalty: 5926.519531
	Iteration 39Q: 3 clusters Score -2.172959e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 134131 members 
Entering Unmasked Estep 
Score: -21729886.000000 Penalty: 5926.519531
	Iteration 40F: 3 clusters Score -2.172989e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 135458 members 
Entering Unmasked Estep 
Score: -21730214.000000 Penalty: 5926.519531
	Iteration 41Q: 3 clusters Score -2.173021e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 136745 members 
Entering Unmasked Estep 
Score: -21730622.000000 Penalty: 5926.519531
	Iteration 42Q: 3 clusters Score -2.173062e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 137992 members 
Entering Unmasked Estep 
Score: -21730960.000000 Penalty: 5926.519531
	Iteration 43Q: 3 clusters Score -2.173096e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 139206 members 
Entering Unmasked Estep 
Score: -21731358.000000 Penalty: 5926.519531
	Iteration 44Q: 3 clusters Score -2.173136e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 140435 members 
Entering Unmasked Estep 
Score: -21731856.000000 Penalty: 5926.519531
	Iteration 45Q: 3 clusters Score -2.173186e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 141628 members 
Entering Unmasked Estep 
Score: -21732218.000000 Penalty: 5926.519531
	Iteration 46Q: 3 clusters Score -2.173222e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 142740 members 
Entering Unmasked Estep 
Score: -21732554.000000 Penalty: 5926.519531
	Iteration 47Q: 3 clusters Score -2.173255e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 143835 members 
Entering Unmasked Estep 
Score: -21732870.000000 Penalty: 5926.519531
	Iteration 48Q: 3 clusters Score -2.173287e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 144915 members 
Entering Unmasked Estep 
Score: -21733242.000000 Penalty: 5926.519531
	Iteration 49Q: 3 clusters Score -2.173324e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 145885 members 
Entering Unmasked Estep 
Score: -21733678.000000 Penalty: 5926.519531
	Iteration 50Q: 3 clusters Score -2.173368e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 146817 members 
Entering Unmasked Estep 
Score: -21733916.000000 Penalty: 5926.519531
	Iteration 51Q: 3 clusters Score -2.173392e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 147652 members 
Entering Unmasked Estep 
Score: -21734240.000000 Penalty: 5926.519531
	Iteration 52Q: 3 clusters Score -2.173424e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 148393 members 
Entering Unmasked Estep 
Score: -21734596.000000 Penalty: 5926.519531
	Iteration 53Q: 3 clusters Score -2.17346e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 149051 members 
Entering Unmasked Estep 
Score: -21734810.000000 Penalty: 5926.519531
	Iteration 54Q: 3 clusters Score -2.173481e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 149605 members 
Entering Unmasked Estep 
Score: -21735024.000000 Penalty: 5926.519531
	Iteration 55Q: 3 clusters Score -2.173502e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 150091 members 
Entering Unmasked Estep 
Score: -21735234.000000 Penalty: 5926.519531
	Iteration 56Q: 3 clusters Score -2.173523e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 150531 members 
Entering Unmasked Estep 
Score: -21735362.000000 Penalty: 5926.519531
	Iteration 57Q: 3 clusters Score -2.173536e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 150946 members 
Entering Unmasked Estep 
Score: -21735578.000000 Penalty: 5926.519531
	Iteration 58Q: 3 clusters Score -2.173558e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 151286 members 
Entering Unmasked Estep 
Score: -21735738.000000 Penalty: 5926.519531
	Iteration 59Q: 3 clusters Score -2.173574e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 151571 members 
Entering Unmasked Estep 
Score: -21735866.000000 Penalty: 5926.519531
	Iteration 60F: 3 clusters Score -2.173587e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 151822 members 
Entering Unmasked Estep 
Score: -21736006.000000 Penalty: 5926.519531
	Iteration 61Q: 3 clusters Score -2.173601e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -21736074.000000 Penalty: 5926.519531
	Iteration 62Q: 3 clusters Score -2.173607e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 152226 members 
Entering Unmasked Estep 
Score: -21736132.000000 Penalty: 5926.519531
	Iteration 63Q: 3 clusters Score -2.173613e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 152377 members 
Entering Unmasked Estep 
Score: -21736216.000000 Penalty: 5926.519531
	Iteration 64Q: 3 clusters Score -2.173622e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 152496 members 
Entering Unmasked Estep 
Score: -21736252.000000 Penalty: 5926.519531
	Iteration 65Q: 3 clusters Score -2.173625e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 152595 members 
Entering Unmasked Estep 
Score: -21736280.000000 Penalty: 5926.519531
	Iteration 66Q: 3 clusters Score -2.173628e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -21736314.000000 Penalty: 5926.519531
	Iteration 67Q: 3 clusters Score -2.173631e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 152743 members 
Entering Unmasked Estep 
Score: -21736358.000000 Penalty: 5926.519531
	Iteration 68Q: 3 clusters Score -2.173636e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 152790 members 
Entering Unmasked Estep 
Score: -21736364.000000 Penalty: 5926.519531
	Iteration 69Q: 3 clusters Score -2.173636e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 152834 members 
Entering Unmasked Estep 
Score: -21736368.000000 Penalty: 5926.519531
	Iteration 70Q: 3 clusters Score -2.173637e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 152871 members 
Entering Unmasked Estep 
Score: -21736404.000000 Penalty: 5926.519531
	Iteration 71Q: 3 clusters Score -2.17364e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 152906 members 
Entering Unmasked Estep 
Score: -21736424.000000 Penalty: 5926.519531
	Iteration 72Q: 3 clusters Score -2.173642e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 152937 members 
Entering Unmasked Estep 
Score: -21736406.000000 Penalty: 5926.519531
	Iteration 73Q: 3 clusters Score -2.173641e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 152970 members 
Entering Unmasked Estep 
Score: -21736440.000000 Penalty: 5926.519531
	Iteration 74Q: 3 clusters Score -2.173644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 152993 members 
Entering Unmasked Estep 
Score: -21736452.000000 Penalty: 5926.519531
	Iteration 75Q: 3 clusters Score -2.173645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 153018 members 
Entering Unmasked Estep 
Score: -21736448.000000 Penalty: 5926.519531
	Iteration 76Q: 3 clusters Score -2.173645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 153043 members 
Entering Unmasked Estep 
Score: -21736464.000000 Penalty: 5926.519531
	Iteration 77Q: 3 clusters Score -2.173646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 153062 members 
Entering Unmasked Estep 
Score: -21736468.000000 Penalty: 5926.519531
	Iteration 78Q: 3 clusters Score -2.173647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 153080 members 
Entering Unmasked Estep 
Score: -21736482.000000 Penalty: 5926.519531
	Iteration 79Q: 3 clusters Score -2.173648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 153099 members 
Entering Unmasked Estep 
Score: -21736480.000000 Penalty: 5926.519531
	Iteration 80F: 3 clusters Score -2.173648e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 153120 members 
Entering Unmasked Estep 
Score: -21736482.000000 Penalty: 5926.519531
	Iteration 81Q: 3 clusters Score -2.173648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 153131 members 
Entering Unmasked Estep 
Score: -21736486.000000 Penalty: 5926.519531
	Iteration 82Q: 3 clusters Score -2.173649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 153138 members 
Entering Unmasked Estep 
Score: -21736490.000000 Penalty: 5926.519531
	Iteration 83Q: 3 clusters Score -2.173649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 153145 members 
Entering Unmasked Estep 
Score: -21736486.000000 Penalty: 5926.519531
	Iteration 84Q: 3 clusters Score -2.173649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 153154 members 
Entering Unmasked Estep 
Score: -21736484.000000 Penalty: 5926.519531
	Iteration 85Q: 3 clusters Score -2.173648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 153159 members 
Entering Unmasked Estep 
Score: -21736482.000000 Penalty: 5926.519531
	Iteration 86Q: 3 clusters Score -2.173648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 153161 members 
Entering Unmasked Estep 
Score: -21736478.000000 Penalty: 5926.519531
	Iteration 87Q: 3 clusters Score -2.173648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 153164 members 
Entering Unmasked Estep 
Score: -21736488.000000 Penalty: 5926.519531
	Iteration 88Q: 3 clusters Score -2.173649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 153163 members 
Entering Unmasked Estep 
Score: -21736490.000000 Penalty: 5926.519531
	Iteration 89Q: 3 clusters Score -2.173649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 153163 members 
Entering Unmasked Estep 
Score: -21736490.000000 Penalty: 5926.519531
	Iteration 90F: 3 clusters Score -2.173649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Entering Unmasked Estep 
Score: -2645483.750000 Penalty: 2437.854004
	Iteration 0F: 2 clusters Score -2645484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2632307.750000 Penalty: 4875.708008
	Iteration 0F: 3 clusters Score -2632308 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2636584.250000 Penalty: 4875.708008
	Iteration 1F: 3 clusters Score -2636584 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2636997.250000 Penalty: 4875.708008
	Iteration 2F: 3 clusters Score -2636997 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2637438.500000 Penalty: 4875.708008
	Iteration 3Q: 3 clusters Score -2637438 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2637902.750000 Penalty: 4875.708008
	Iteration 4Q: 3 clusters Score -2637903 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2638397.500000 Penalty: 4875.708008
	Iteration 5Q: 3 clusters Score -2638398 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2638911.000000 Penalty: 4875.708008
	Iteration 6F: 3 clusters Score -2638911 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2639480.500000 Penalty: 4875.708008
	Iteration 7F: 3 clusters Score -2639480 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2640149.750000 Penalty: 4875.708008
	Iteration 8F: 3 clusters Score -2640150 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2640906.750000 Penalty: 4875.708008
	Iteration 9F: 3 clusters Score -2640907 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2641715.750000 Penalty: 4875.708008
	Iteration 10F: 3 clusters Score -2641716 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2642305.000000 Penalty: 4875.708008
	Iteration 11Q: 3 clusters Score -2642305 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2642631.000000 Penalty: 4875.708008
	Iteration 12Q: 3 clusters Score -2642631 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2642779.250000 Penalty: 4875.708008
	Iteration 13Q: 3 clusters Score -2642779 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2642876.500000 Penalty: 4875.708008
	Iteration 14Q: 3 clusters Score -2642876 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2642938.500000 Penalty: 4875.708008
	Iteration 15Q: 3 clusters Score -2642938 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2643006.500000 Penalty: 4875.708008
	Iteration 16Q: 3 clusters Score -2643006 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2643064.750000 Penalty: 4875.708008
	Iteration 17Q: 3 clusters Score -2643065 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2643109.750000 Penalty: 4875.708008
	Iteration 18Q: 3 clusters Score -2643110 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2643160.000000 Penalty: 4875.708008
	Iteration 19Q: 3 clusters Score -2643160 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2643205.500000 Penalty: 4875.708008
	Iteration 20F: 3 clusters Score -2643206 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2643242.250000 Penalty: 4875.708008
	Iteration 21Q: 3 clusters Score -2643242 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2643257.250000 Penalty: 4875.708008
	Iteration 22Q: 3 clusters Score -2643257 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2643280.750000 Penalty: 4875.708008
	Iteration 23Q: 3 clusters Score -2643281 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2643313.500000 Penalty: 4875.708008
	Iteration 24Q: 3 clusters Score -2643314 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2643331.250000 Penalty: 4875.708008
	Iteration 25Q: 3 clusters Score -2643331 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2643363.250000 Penalty: 4875.708008
	Iteration 26Q: 3 clusters Score -2643363 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2643382.000000 Penalty: 4875.708008
	Iteration 27Q: 3 clusters Score -2643382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2643394.750000 Penalty: 4875.708008
	Iteration 28Q: 3 clusters Score -2643395 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2643407.750000 Penalty: 4875.708008
	Iteration 29Q: 3 clusters Score -2643408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2643442.250000 Penalty: 4875.708008
	Iteration 30Q: 3 clusters Score -2643442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2643461.000000 Penalty: 4875.708008
	Iteration 31Q: 3 clusters Score -2643461 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2643472.000000 Penalty: 4875.708008
	Iteration 32Q: 3 clusters Score -2643472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2643495.000000 Penalty: 4875.708008
	Iteration 33Q: 3 clusters Score -2643495 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2643500.000000 Penalty: 4875.708008
	Iteration 34Q: 3 clusters Score -2643500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2643509.500000 Penalty: 4875.708008
	Iteration 35Q: 3 clusters Score -2643510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2643529.250000 Penalty: 4875.708008
	Iteration 36Q: 3 clusters Score -2643529 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2643554.750000 Penalty: 4875.708008
	Iteration 37Q: 3 clusters Score -2643555 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2643562.500000 Penalty: 4875.708008
	Iteration 38Q: 3 clusters Score -2643562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2643584.000000 Penalty: 4875.708008
	Iteration 39Q: 3 clusters Score -2643584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2643586.500000 Penalty: 4875.708008
	Iteration 40F: 3 clusters Score -2643586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2643597.500000 Penalty: 4875.708008
	Iteration 41Q: 3 clusters Score -2643598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2643602.750000 Penalty: 4875.708008
	Iteration 42Q: 3 clusters Score -2643603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2643607.500000 Penalty: 4875.708008
	Iteration 43Q: 3 clusters Score -2643608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2643611.500000 Penalty: 4875.708008
	Iteration 44Q: 3 clusters Score -2643612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2643614.250000 Penalty: 4875.708008
	Iteration 45Q: 3 clusters Score -2643614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2643619.750000 Penalty: 4875.708008
	Iteration 46Q: 3 clusters Score -2643620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2643627.750000 Penalty: 4875.708008
	Iteration 47Q: 3 clusters Score -2643628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2643632.750000 Penalty: 4875.708008
	Iteration 48Q: 3 clusters Score -2643633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2643639.250000 Penalty: 4875.708008
	Iteration 49Q: 3 clusters Score -2643639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2643645.750000 Penalty: 4875.708008
	Iteration 50Q: 3 clusters Score -2643646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2643655.500000 Penalty: 4875.708008
	Iteration 51Q: 3 clusters Score -2643656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2643656.750000 Penalty: 4875.708008
	Iteration 52Q: 3 clusters Score -2643657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2643660.250000 Penalty: 4875.708008
	Iteration 53Q: 3 clusters Score -2643660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2643658.750000 Penalty: 4875.708008
	Iteration 54Q: 3 clusters Score -2643659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2643668.500000 Penalty: 4875.708008
	Iteration 55Q: 3 clusters Score -2643668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2643674.250000 Penalty: 4875.708008
	Iteration 56Q: 3 clusters Score -2643674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2643685.750000 Penalty: 4875.708008
	Iteration 57Q: 3 clusters Score -2643686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2643693.000000 Penalty: 4875.708008
	Iteration 58Q: 3 clusters Score -2643693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2643690.750000 Penalty: 4875.708008
	Iteration 59Q: 3 clusters Score -2643691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2643699.250000 Penalty: 4875.708008
	Iteration 60F: 3 clusters Score -2643699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2643699.000000 Penalty: 4875.708008
	Iteration 61Q: 3 clusters Score -2643699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2643701.750000 Penalty: 4875.708008
	Iteration 62Q: 3 clusters Score -2643702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2643705.500000 Penalty: 4875.708008
	Iteration 63Q: 3 clusters Score -2643706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2643707.500000 Penalty: 4875.708008
	Iteration 64Q: 3 clusters Score -2643708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2643712.250000 Penalty: 4875.708008
	Iteration 65Q: 3 clusters Score -2643712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2643711.250000 Penalty: 4875.708008
	Iteration 66Q: 3 clusters Score -2643711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2643710.000000 Penalty: 4875.708008
	Iteration 67Q: 3 clusters Score -2643710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2643713.000000 Penalty: 4875.708008
	Iteration 68Q: 3 clusters Score -2643713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2643722.500000 Penalty: 4875.708008
	Iteration 69Q: 3 clusters Score -2643722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2643726.750000 Penalty: 4875.708008
	Iteration 70Q: 3 clusters Score -2643727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2643730.250000 Penalty: 4875.708008
	Iteration 71Q: 3 clusters Score -2643730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2643732.500000 Penalty: 4875.708008
	Iteration 72Q: 3 clusters Score -2643732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2643731.000000 Penalty: 4875.708008
	Iteration 73Q: 3 clusters Score -2643731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2643728.750000 Penalty: 4875.708008
	Iteration 74Q: 3 clusters Score -2643729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2643730.000000 Penalty: 4875.708008
	Iteration 75Q: 3 clusters Score -2643730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2643729.000000 Penalty: 4875.708008
	Iteration 76Q: 3 clusters Score -2643729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2643730.500000 Penalty: 4875.708008
	Iteration 77Q: 3 clusters Score -2643730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2643728.000000 Penalty: 4875.708008
	Iteration 78Q: 3 clusters Score -2643728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2643722.500000 Penalty: 4875.708008
	Iteration 79Q: 3 clusters Score -2643722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2643727.250000 Penalty: 4875.708008
	Iteration 80F: 3 clusters Score -2643727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77155 members 
Entering Unmasked Estep 
Score: -10974034.000000 Penalty: 2790.885742
	Iteration 0F: 2 clusters Score -1.097403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -10922395.000000 Penalty: 5581.771484
	Iteration 0F: 3 clusters Score -1.09224e+07 nChanged 36214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -10942194.000000 Penalty: 5581.771484
	Iteration 1F: 3 clusters Score -1.094219e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -10942794.000000 Penalty: 5581.771484
	Iteration 2Q: 3 clusters Score -1.094279e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -10943406.000000 Penalty: 5581.771484
	Iteration 3Q: 3 clusters Score -1.094341e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -10944187.000000 Penalty: 5581.771484
	Iteration 4Q: 3 clusters Score -1.094419e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -10945137.000000 Penalty: 5581.771484
	Iteration 5Q: 3 clusters Score -1.094514e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -10946539.000000 Penalty: 5581.771484
	Iteration 6Q: 3 clusters Score -1.094654e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -10948837.000000 Penalty: 5581.771484
	Iteration 7F: 3 clusters Score -1.094884e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -10952400.000000 Penalty: 5581.771484
	Iteration 8F: 3 clusters Score -1.09524e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -10957080.000000 Penalty: 5581.771484
	Iteration 9F: 3 clusters Score -1.095708e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -10961873.000000 Penalty: 5581.771484
	Iteration 10F: 3 clusters Score -1.096187e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -10965208.000000 Penalty: 5581.771484
	Iteration 11Q: 3 clusters Score -1.096521e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -10966613.000000 Penalty: 5581.771484
	Iteration 12Q: 3 clusters Score -1.096661e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -10967270.000000 Penalty: 5581.771484
	Iteration 13Q: 3 clusters Score -1.096727e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -10967741.000000 Penalty: 5581.771484
	Iteration 14Q: 3 clusters Score -1.096774e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -10968118.000000 Penalty: 5581.771484
	Iteration 15Q: 3 clusters Score -1.096812e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67464 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -10968460.000000 Penalty: 5581.771484
	Iteration 16Q: 3 clusters Score -1.096846e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -10968808.000000 Penalty: 5581.771484
	Iteration 17Q: 3 clusters Score -1.096881e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -10969119.000000 Penalty: 5581.771484
	Iteration 18Q: 3 clusters Score -1.096912e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -10969348.000000 Penalty: 5581.771484
	Iteration 19Q: 3 clusters Score -1.096935e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -10969575.000000 Penalty: 5581.771484
	Iteration 20F: 3 clusters Score -1.096958e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -10969769.000000 Penalty: 5581.771484
	Iteration 21Q: 3 clusters Score -1.096977e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -10969972.000000 Penalty: 5581.771484
	Iteration 22Q: 3 clusters Score -1.096997e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -10970171.000000 Penalty: 5581.771484
	Iteration 23Q: 3 clusters Score -1.097017e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -10970346.000000 Penalty: 5581.771484
	Iteration 24Q: 3 clusters Score -1.097035e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -10970463.000000 Penalty: 5581.771484
	Iteration 25Q: 3 clusters Score -1.097046e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -10970608.000000 Penalty: 5581.771484
	Iteration 26Q: 3 clusters Score -1.097061e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -10970736.000000 Penalty: 5581.771484
	Iteration 27Q: 3 clusters Score -1.097074e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -10970839.000000 Penalty: 5581.771484
	Iteration 28Q: 3 clusters Score -1.097084e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -10970936.000000 Penalty: 5581.771484
	Iteration 29Q: 3 clusters Score -1.097094e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -10971030.000000 Penalty: 5581.771484
	Iteration 30Q: 3 clusters Score -1.097103e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -10971091.000000 Penalty: 5581.771484
	Iteration 31Q: 3 clusters Score -1.097109e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -10971156.000000 Penalty: 5581.771484
	Iteration 32Q: 3 clusters Score -1.097116e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -10971204.000000 Penalty: 5581.771484
	Iteration 33Q: 3 clusters Score -1.09712e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10971250.000000 Penalty: 5581.771484
	Iteration 34Q: 3 clusters Score -1.097125e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10971302.000000 Penalty: 5581.771484
	Iteration 35Q: 3 clusters Score -1.09713e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -10971365.000000 Penalty: 5581.771484
	Iteration 36Q: 3 clusters Score -1.097136e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -10971404.000000 Penalty: 5581.771484
	Iteration 37Q: 3 clusters Score -1.09714e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -10971444.000000 Penalty: 5581.771484
	Iteration 38Q: 3 clusters Score -1.097144e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -10971463.000000 Penalty: 5581.771484
	Iteration 39Q: 3 clusters Score -1.097146e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -10971458.000000 Penalty: 5581.771484
	Iteration 40F: 3 clusters Score -1.097146e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -10971475.000000 Penalty: 5581.771484
	Iteration 41Q: 3 clusters Score -1.097148e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -10971503.000000 Penalty: 5581.771484
	Iteration 42Q: 3 clusters Score -1.09715e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -10971523.000000 Penalty: 5581.771484
	Iteration 43Q: 3 clusters Score -1.097152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -10971524.000000 Penalty: 5581.771484
	Iteration 44Q: 3 clusters Score -1.097152e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10971550.000000 Penalty: 5581.771484
	Iteration 45Q: 3 clusters Score -1.097155e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75796 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10971587.000000 Penalty: 5581.771484
	Iteration 46Q: 3 clusters Score -1.097159e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -10971618.000000 Penalty: 5581.771484
	Iteration 47Q: 3 clusters Score -1.097162e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10971614.000000 Penalty: 5581.771484
	Iteration 48Q: 3 clusters Score -1.097161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10971618.000000 Penalty: 5581.771484
	Iteration 49Q: 3 clusters Score -1.097162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10971638.000000 Penalty: 5581.771484
	Iteration 50Q: 3 clusters Score -1.097164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10971655.000000 Penalty: 5581.771484
	Iteration 51Q: 3 clusters Score -1.097166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10971658.000000 Penalty: 5581.771484
	Iteration 52Q: 3 clusters Score -1.097166e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10971661.000000 Penalty: 5581.771484
	Iteration 53Q: 3 clusters Score -1.097166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -10971658.000000 Penalty: 5581.771484
	Iteration 54Q: 3 clusters Score -1.097166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10971670.000000 Penalty: 5581.771484
	Iteration 55Q: 3 clusters Score -1.097167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -10971678.000000 Penalty: 5581.771484
	Iteration 56Q: 3 clusters Score -1.097168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -10971671.000000 Penalty: 5581.771484
	Iteration 57Q: 3 clusters Score -1.097167e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10971700.000000 Penalty: 5581.771484
	Iteration 58Q: 3 clusters Score -1.09717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10971706.000000 Penalty: 5581.771484
	Iteration 59Q: 3 clusters Score -1.097171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10971716.000000 Penalty: 5581.771484
	Iteration 60F: 3 clusters Score -1.097172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76095 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10971711.000000 Penalty: 5581.771484
	Iteration 61Q: 3 clusters Score -1.097171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10971717.000000 Penalty: 5581.771484
	Iteration 62Q: 3 clusters Score -1.097172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76123 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10971724.000000 Penalty: 5581.771484
	Iteration 63Q: 3 clusters Score -1.097172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10971728.000000 Penalty: 5581.771484
	Iteration 64Q: 3 clusters Score -1.097173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10971727.000000 Penalty: 5581.771484
	Iteration 65Q: 3 clusters Score -1.097173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10971727.000000 Penalty: 5581.771484
	Iteration 66F: 3 clusters Score -1.097173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -267699.687500 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -267699.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -265087.281250 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -265087.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -265550.312500 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -265550.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -265728.406250 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -265728.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -265872.531250 Penalty: 3752.633545
	Iteration 3Q: 3 clusters Score -265872.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -266001.750000 Penalty: 3752.633545
	Iteration 4F: 3 clusters Score -266001.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -266080.593750 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -266080.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -266131.906250 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -266131.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -266186.812500 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -266186.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -266223.000000 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -266223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -266255.031250 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -266255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -266284.437500 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -266284.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -266305.375000 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -266305.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -266330.625000 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -266330.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -266350.031250 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -266350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -266364.812500 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -266364.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -266377.656250 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -266377.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -266387.375000 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -266387.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -266395.312500 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -266395.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -266410.875000 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -266410.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -266422.312500 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -266422.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -266436.593750 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -266436.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -266451.437500 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -266451.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -266471.437500 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -266471.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -266486.750000 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -266486.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -266499.187500 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -266499.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -266511.062500 Penalty: 3752.633545
	Iteration 25Q: 3 clusters Score -266511.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -266526.812500 Penalty: 3752.633545
	Iteration 26Q: 3 clusters Score -266526.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -266538.406250 Penalty: 3752.633545
	Iteration 27Q: 3 clusters Score -266538.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -266552.625000 Penalty: 3752.633545
	Iteration 28Q: 3 clusters Score -266552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -266559.562500 Penalty: 3752.633545
	Iteration 29Q: 3 clusters Score -266559.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -266564.562500 Penalty: 3752.633545
	Iteration 30Q: 3 clusters Score -266564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -266568.531250 Penalty: 3752.633545
	Iteration 31Q: 3 clusters Score -266568.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -266572.406250 Penalty: 3752.633545
	Iteration 32Q: 3 clusters Score -266572.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -266576.625000 Penalty: 3752.633545
	Iteration 33Q: 3 clusters Score -266576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -266579.125000 Penalty: 3752.633545
	Iteration 34Q: 3 clusters Score -266579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -266581.781250 Penalty: 3752.633545
	Iteration 35Q: 3 clusters Score -266581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -266585.625000 Penalty: 3752.633545
	Iteration 36Q: 3 clusters Score -266585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -266587.812500 Penalty: 3752.633545
	Iteration 37Q: 3 clusters Score -266587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -266590.437500 Penalty: 3752.633545
	Iteration 38Q: 3 clusters Score -266590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -266593.156250 Penalty: 3752.633545
	Iteration 39Q: 3 clusters Score -266593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -266596.718750 Penalty: 3752.633545
	Iteration 40F: 3 clusters Score -266596.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -266601.593750 Penalty: 3752.633545
	Iteration 41Q: 3 clusters Score -266601.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -266609.031250 Penalty: 3752.633545
	Iteration 42Q: 3 clusters Score -266609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -266610.562500 Penalty: 3752.633545
	Iteration 43Q: 3 clusters Score -266610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -266612.468750 Penalty: 3752.633545
	Iteration 44Q: 3 clusters Score -266612.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -266614.531250 Penalty: 3752.633545
	Iteration 45Q: 3 clusters Score -266614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -266615.593750 Penalty: 3752.633545
	Iteration 46Q: 3 clusters Score -266615.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -266615.593750 Penalty: 3752.633545
	Iteration 47F: 3 clusters Score -266615.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Entering Unmasked Estep 
Score: -740943.375000 Penalty: 2120.315918
	Iteration 0F: 2 clusters Score -740943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -736320.687500 Penalty: 4240.631836
	Iteration 0F: 3 clusters Score -736320.7 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -737376.500000 Penalty: 4240.631836
	Iteration 1F: 3 clusters Score -737376.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -737582.000000 Penalty: 4240.631836
	Iteration 2F: 3 clusters Score -737582 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -737686.937500 Penalty: 4240.631836
	Iteration 3Q: 3 clusters Score -737686.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -737765.687500 Penalty: 4240.631836
	Iteration 4Q: 3 clusters Score -737765.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -737826.312500 Penalty: 4240.631836
	Iteration 5Q: 3 clusters Score -737826.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -737861.625000 Penalty: 4240.631836
	Iteration 6Q: 3 clusters Score -737861.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -737892.750000 Penalty: 4240.631836
	Iteration 7Q: 3 clusters Score -737892.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -737924.750000 Penalty: 4240.631836
	Iteration 8Q: 3 clusters Score -737924.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -737962.312500 Penalty: 4240.631836
	Iteration 9Q: 3 clusters Score -737962.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -737997.375000 Penalty: 4240.631836
	Iteration 10Q: 3 clusters Score -737997.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -738029.625000 Penalty: 4240.631836
	Iteration 11Q: 3 clusters Score -738029.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -738056.500000 Penalty: 4240.631836
	Iteration 12Q: 3 clusters Score -738056.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -738081.437500 Penalty: 4240.631836
	Iteration 13Q: 3 clusters Score -738081.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -738100.312500 Penalty: 4240.631836
	Iteration 14Q: 3 clusters Score -738100.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -738122.687500 Penalty: 4240.631836
	Iteration 15Q: 3 clusters Score -738122.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -738141.937500 Penalty: 4240.631836
	Iteration 16Q: 3 clusters Score -738141.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -738157.562500 Penalty: 4240.631836
	Iteration 17Q: 3 clusters Score -738157.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -738174.062500 Penalty: 4240.631836
	Iteration 18Q: 3 clusters Score -738174.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -738188.062500 Penalty: 4240.631836
	Iteration 19Q: 3 clusters Score -738188.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -738203.312500 Penalty: 4240.631836
	Iteration 20F: 3 clusters Score -738203.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -738217.125000 Penalty: 4240.631836
	Iteration 21Q: 3 clusters Score -738217.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -738231.125000 Penalty: 4240.631836
	Iteration 22Q: 3 clusters Score -738231.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -738251.437500 Penalty: 4240.631836
	Iteration 23Q: 3 clusters Score -738251.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -738273.312500 Penalty: 4240.631836
	Iteration 24Q: 3 clusters Score -738273.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -738292.375000 Penalty: 4240.631836
	Iteration 25Q: 3 clusters Score -738292.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -738314.812500 Penalty: 4240.631836
	Iteration 26Q: 3 clusters Score -738314.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -738342.875000 Penalty: 4240.631836
	Iteration 27Q: 3 clusters Score -738342.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -738373.687500 Penalty: 4240.631836
	Iteration 28Q: 3 clusters Score -738373.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -738406.000000 Penalty: 4240.631836
	Iteration 29Q: 3 clusters Score -738406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -738431.687500 Penalty: 4240.631836
	Iteration 30Q: 3 clusters Score -738431.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -738454.500000 Penalty: 4240.631836
	Iteration 31Q: 3 clusters Score -738454.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -738479.312500 Penalty: 4240.631836
	Iteration 32Q: 3 clusters Score -738479.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -738503.500000 Penalty: 4240.631836
	Iteration 33Q: 3 clusters Score -738503.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -738526.875000 Penalty: 4240.631836
	Iteration 34Q: 3 clusters Score -738526.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -738551.625000 Penalty: 4240.631836
	Iteration 35Q: 3 clusters Score -738551.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -738570.250000 Penalty: 4240.631836
	Iteration 36Q: 3 clusters Score -738570.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -738587.125000 Penalty: 4240.631836
	Iteration 37Q: 3 clusters Score -738587.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -738600.937500 Penalty: 4240.631836
	Iteration 38Q: 3 clusters Score -738600.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -738615.562500 Penalty: 4240.631836
	Iteration 39Q: 3 clusters Score -738615.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -738630.375000 Penalty: 4240.631836
	Iteration 40F: 3 clusters Score -738630.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -738639.812500 Penalty: 4240.631836
	Iteration 41Q: 3 clusters Score -738639.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -738648.812500 Penalty: 4240.631836
	Iteration 42Q: 3 clusters Score -738648.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -738654.437500 Penalty: 4240.631836
	Iteration 43Q: 3 clusters Score -738654.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -738659.375000 Penalty: 4240.631836
	Iteration 44Q: 3 clusters Score -738659.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -738665.500000 Penalty: 4240.631836
	Iteration 45Q: 3 clusters Score -738665.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -738670.812500 Penalty: 4240.631836
	Iteration 46Q: 3 clusters Score -738670.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -738676.937500 Penalty: 4240.631836
	Iteration 47Q: 3 clusters Score -738676.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -738681.500000 Penalty: 4240.631836
	Iteration 48Q: 3 clusters Score -738681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -738681.250000 Penalty: 4240.631836
	Iteration 49Q: 3 clusters Score -738681.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -738683.812500 Penalty: 4240.631836
	Iteration 50Q: 3 clusters Score -738683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -738688.687500 Penalty: 4240.631836
	Iteration 51Q: 3 clusters Score -738688.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -738692.375000 Penalty: 4240.631836
	Iteration 52Q: 3 clusters Score -738692.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -738697.687500 Penalty: 4240.631836
	Iteration 53Q: 3 clusters Score -738697.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -738700.875000 Penalty: 4240.631836
	Iteration 54Q: 3 clusters Score -738700.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -738704.125000 Penalty: 4240.631836
	Iteration 55Q: 3 clusters Score -738704.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -738710.062500 Penalty: 4240.631836
	Iteration 56Q: 3 clusters Score -738710.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -738713.125000 Penalty: 4240.631836
	Iteration 57Q: 3 clusters Score -738713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -738717.250000 Penalty: 4240.631836
	Iteration 58Q: 3 clusters Score -738717.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -738717.312500 Penalty: 4240.631836
	Iteration 59Q: 3 clusters Score -738717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -738719.937500 Penalty: 4240.631836
	Iteration 60F: 3 clusters Score -738719.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -738721.937500 Penalty: 4240.631836
	Iteration 61Q: 3 clusters Score -738721.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -738723.750000 Penalty: 4240.631836
	Iteration 62Q: 3 clusters Score -738723.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -738726.437500 Penalty: 4240.631836
	Iteration 63Q: 3 clusters Score -738726.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -738731.187500 Penalty: 4240.631836
	Iteration 64Q: 3 clusters Score -738731.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -738732.437500 Penalty: 4240.631836
	Iteration 65Q: 3 clusters Score -738732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -738735.937500 Penalty: 4240.631836
	Iteration 66Q: 3 clusters Score -738735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -738735.187500 Penalty: 4240.631836
	Iteration 67Q: 3 clusters Score -738735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -738735.562500 Penalty: 4240.631836
	Iteration 68Q: 3 clusters Score -738735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -738736.062500 Penalty: 4240.631836
	Iteration 69Q: 3 clusters Score -738736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -738736.062500 Penalty: 4240.631836
	Iteration 70F: 3 clusters Score -738736.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Entering Unmasked Estep 
Score: -5078455.000000 Penalty: 2609.680908
	Iteration 0F: 2 clusters Score -5078455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -5053179.000000 Penalty: 5219.361816
	Iteration 0F: 3 clusters Score -5053179 nChanged 16981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -5062613.500000 Penalty: 5219.361816
	Iteration 1F: 3 clusters Score -5062614 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -5064152.500000 Penalty: 5219.361816
	Iteration 2F: 3 clusters Score -5064152 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -5065958.000000 Penalty: 5219.361816
	Iteration 3F: 3 clusters Score -5065958 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -5067820.000000 Penalty: 5219.361816
	Iteration 4F: 3 clusters Score -5067820 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -5069574.000000 Penalty: 5219.361816
	Iteration 5F: 3 clusters Score -5069574 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -5071007.500000 Penalty: 5219.361816
	Iteration 6F: 3 clusters Score -5071008 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -5072087.500000 Penalty: 5219.361816
	Iteration 7F: 3 clusters Score -5072088 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -5072836.000000 Penalty: 5219.361816
	Iteration 8Q: 3 clusters Score -5072836 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -5073411.000000 Penalty: 5219.361816
	Iteration 9Q: 3 clusters Score -5073411 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -5073772.000000 Penalty: 5219.361816
	Iteration 10Q: 3 clusters Score -5073772 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -5074063.000000 Penalty: 5219.361816
	Iteration 11Q: 3 clusters Score -5074063 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -5074285.000000 Penalty: 5219.361816
	Iteration 12Q: 3 clusters Score -5074285 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -5074517.500000 Penalty: 5219.361816
	Iteration 13Q: 3 clusters Score -5074518 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -5074729.000000 Penalty: 5219.361816
	Iteration 14Q: 3 clusters Score -5074729 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -5074989.500000 Penalty: 5219.361816
	Iteration 15Q: 3 clusters Score -5074990 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -5075254.000000 Penalty: 5219.361816
	Iteration 16Q: 3 clusters Score -5075254 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -5075522.000000 Penalty: 5219.361816
	Iteration 17Q: 3 clusters Score -5075522 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -5075805.500000 Penalty: 5219.361816
	Iteration 18Q: 3 clusters Score -5075806 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -5076078.000000 Penalty: 5219.361816
	Iteration 19Q: 3 clusters Score -5076078 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -5076398.500000 Penalty: 5219.361816
	Iteration 20F: 3 clusters Score -5076398 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -5076841.500000 Penalty: 5219.361816
	Iteration 21Q: 3 clusters Score -5076842 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -5077275.000000 Penalty: 5219.361816
	Iteration 22Q: 3 clusters Score -5077275 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5077518.000000 Penalty: 5219.361816
	Iteration 23Q: 3 clusters Score -5077518 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5077685.000000 Penalty: 5219.361816
	Iteration 24Q: 3 clusters Score -5077685 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5077796.000000 Penalty: 5219.361816
	Iteration 25Q: 3 clusters Score -5077796 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5077869.000000 Penalty: 5219.361816
	Iteration 26Q: 3 clusters Score -5077869 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5077932.000000 Penalty: 5219.361816
	Iteration 27Q: 3 clusters Score -5077932 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5077958.000000 Penalty: 5219.361816
	Iteration 28Q: 3 clusters Score -5077958 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5077994.000000 Penalty: 5219.361816
	Iteration 29Q: 3 clusters Score -5077994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5078022.500000 Penalty: 5219.361816
	Iteration 30Q: 3 clusters Score -5078022 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5078034.000000 Penalty: 5219.361816
	Iteration 31Q: 3 clusters Score -5078034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5078040.500000 Penalty: 5219.361816
	Iteration 32Q: 3 clusters Score -5078040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5078046.500000 Penalty: 5219.361816
	Iteration 33Q: 3 clusters Score -5078046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5078057.000000 Penalty: 5219.361816
	Iteration 34Q: 3 clusters Score -5078057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5078058.000000 Penalty: 5219.361816
	Iteration 35Q: 3 clusters Score -5078058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5078088.000000 Penalty: 5219.361816
	Iteration 36Q: 3 clusters Score -5078088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5078116.500000 Penalty: 5219.361816
	Iteration 37Q: 3 clusters Score -5078116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5078115.000000 Penalty: 5219.361816
	Iteration 38Q: 3 clusters Score -5078115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5078129.000000 Penalty: 5219.361816
	Iteration 39Q: 3 clusters Score -5078129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5078138.000000 Penalty: 5219.361816
	Iteration 40F: 3 clusters Score -5078138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5078145.000000 Penalty: 5219.361816
	Iteration 41Q: 3 clusters Score -5078145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5078151.500000 Penalty: 5219.361816
	Iteration 42Q: 3 clusters Score -5078152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5078155.000000 Penalty: 5219.361816
	Iteration 43Q: 3 clusters Score -5078155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5078162.000000 Penalty: 5219.361816
	Iteration 44Q: 3 clusters Score -5078162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5078165.000000 Penalty: 5219.361816
	Iteration 45Q: 3 clusters Score -5078165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5078172.000000 Penalty: 5219.361816
	Iteration 46Q: 3 clusters Score -5078172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5078174.500000 Penalty: 5219.361816
	Iteration 47Q: 3 clusters Score -5078174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5078172.000000 Penalty: 5219.361816
	Iteration 48Q: 3 clusters Score -5078172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5078173.000000 Penalty: 5219.361816
	Iteration 49Q: 3 clusters Score -5078173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5078170.500000 Penalty: 5219.361816
	Iteration 50Q: 3 clusters Score -5078170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5078169.500000 Penalty: 5219.361816
	Iteration 51Q: 3 clusters Score -5078170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5078178.000000 Penalty: 5219.361816
	Iteration 52Q: 3 clusters Score -5078178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5078175.000000 Penalty: 5219.361816
	Iteration 53Q: 3 clusters Score -5078175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5078181.500000 Penalty: 5219.361816
	Iteration 54Q: 3 clusters Score -5078182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5078179.500000 Penalty: 5219.361816
	Iteration 55Q: 3 clusters Score -5078180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5078181.500000 Penalty: 5219.361816
	Iteration 56Q: 3 clusters Score -5078182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5078188.000000 Penalty: 5219.361816
	Iteration 57Q: 3 clusters Score -5078188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5078187.500000 Penalty: 5219.361816
	Iteration 58Q: 3 clusters Score -5078188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5078187.500000 Penalty: 5219.361816
	Iteration 59Q: 3 clusters Score -5078188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5078190.500000 Penalty: 5219.361816
	Iteration 60F: 3 clusters Score -5078190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -553433.375000 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -553433.4 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 1965 members 
Entering Unmasked Estep 
Score: -549592.562500 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -549592.6 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -550481.000000 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -550481 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -550730.812500 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -550730.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -550849.125000 Penalty: 4105.596680
	Iteration 3F: 3 clusters Score -550849.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -550926.062500 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -550926.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -550981.562500 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -550981.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -551021.625000 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -551021.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -551040.000000 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -551040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -551056.375000 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -551056.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -551071.125000 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -551071.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -551079.937500 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -551079.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -551085.875000 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -551085.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -551093.500000 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -551093.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -551097.562500 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -551097.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -551101.750000 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -551101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -551105.875000 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -551105.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -551109.437500 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -551109.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -551114.187500 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -551114.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -551120.875000 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -551120.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -551124.562500 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -551124.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -551128.125000 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -551128.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -551134.812500 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -551134.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -551143.437500 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -551143.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -551147.125000 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -551147.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -551149.687500 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -551149.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -551152.500000 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -551152.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -551157.437500 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -551157.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -551162.562500 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -551162.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -551166.187500 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -551166.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -551168.687500 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -551168.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -551172.312500 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -551172.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -551173.937500 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -551173.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -551177.625000 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -551177.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -551180.562500 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -551180.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -551188.687500 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -551188.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -551193.312500 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -551193.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -551199.000000 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -551199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -551205.500000 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -551205.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -551213.125000 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -551213.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -551224.250000 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -551224.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -551233.437500 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -551233.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -551241.875000 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -551241.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -551252.187500 Penalty: 4105.596680
	Iteration 42Q: 3 clusters Score -551252.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -551265.250000 Penalty: 4105.596680
	Iteration 43Q: 3 clusters Score -551265.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -551279.375000 Penalty: 4105.596680
	Iteration 44Q: 3 clusters Score -551279.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -551296.875000 Penalty: 4105.596680
	Iteration 45Q: 3 clusters Score -551296.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -551313.937500 Penalty: 4105.596680
	Iteration 46Q: 3 clusters Score -551313.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -551327.312500 Penalty: 4105.596680
	Iteration 47Q: 3 clusters Score -551327.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -551340.000000 Penalty: 4105.596680
	Iteration 48Q: 3 clusters Score -551340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -551349.312500 Penalty: 4105.596680
	Iteration 49Q: 3 clusters Score -551349.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -551359.625000 Penalty: 4105.596680
	Iteration 50Q: 3 clusters Score -551359.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -551373.687500 Penalty: 4105.596680
	Iteration 51Q: 3 clusters Score -551373.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -551385.437500 Penalty: 4105.596680
	Iteration 52Q: 3 clusters Score -551385.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -551397.062500 Penalty: 4105.596680
	Iteration 53Q: 3 clusters Score -551397.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -551410.125000 Penalty: 4105.596680
	Iteration 54Q: 3 clusters Score -551410.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -551418.062500 Penalty: 4105.596680
	Iteration 55Q: 3 clusters Score -551418.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -551423.437500 Penalty: 4105.596680
	Iteration 56Q: 3 clusters Score -551423.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -551429.125000 Penalty: 4105.596680
	Iteration 57Q: 3 clusters Score -551429.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -551435.625000 Penalty: 4105.596680
	Iteration 58Q: 3 clusters Score -551435.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -551442.250000 Penalty: 4105.596680
	Iteration 59Q: 3 clusters Score -551442.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -551449.687500 Penalty: 4105.596680
	Iteration 60F: 3 clusters Score -551449.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -551456.937500 Penalty: 4105.596680
	Iteration 61Q: 3 clusters Score -551456.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -551467.562500 Penalty: 4105.596680
	Iteration 62Q: 3 clusters Score -551467.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -551476.312500 Penalty: 4105.596680
	Iteration 63Q: 3 clusters Score -551476.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -551486.062500 Penalty: 4105.596680
	Iteration 64Q: 3 clusters Score -551486.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -551492.437500 Penalty: 4105.596680
	Iteration 65Q: 3 clusters Score -551492.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -551499.625000 Penalty: 4105.596680
	Iteration 66Q: 3 clusters Score -551499.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -551510.125000 Penalty: 4105.596680
	Iteration 67Q: 3 clusters Score -551510.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -551519.250000 Penalty: 4105.596680
	Iteration 68Q: 3 clusters Score -551519.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -551525.875000 Penalty: 4105.596680
	Iteration 69Q: 3 clusters Score -551525.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -551530.312500 Penalty: 4105.596680
	Iteration 70Q: 3 clusters Score -551530.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -551540.375000 Penalty: 4105.596680
	Iteration 71Q: 3 clusters Score -551540.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -551546.187500 Penalty: 4105.596680
	Iteration 72Q: 3 clusters Score -551546.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -551554.187500 Penalty: 4105.596680
	Iteration 73Q: 3 clusters Score -551554.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -551557.250000 Penalty: 4105.596680
	Iteration 74Q: 3 clusters Score -551557.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -551561.562500 Penalty: 4105.596680
	Iteration 75Q: 3 clusters Score -551561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -551568.125000 Penalty: 4105.596680
	Iteration 76Q: 3 clusters Score -551568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -551571.437500 Penalty: 4105.596680
	Iteration 77Q: 3 clusters Score -551571.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -551574.875000 Penalty: 4105.596680
	Iteration 78Q: 3 clusters Score -551574.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -551577.875000 Penalty: 4105.596680
	Iteration 79Q: 3 clusters Score -551577.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -551581.500000 Penalty: 4105.596680
	Iteration 80F: 3 clusters Score -551581.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -551585.375000 Penalty: 4105.596680
	Iteration 81Q: 3 clusters Score -551585.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -551587.875000 Penalty: 4105.596680
	Iteration 82Q: 3 clusters Score -551587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -551588.437500 Penalty: 4105.596680
	Iteration 83Q: 3 clusters Score -551588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -551591.687500 Penalty: 4105.596680
	Iteration 84Q: 3 clusters Score -551591.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -551594.812500 Penalty: 4105.596680
	Iteration 85Q: 3 clusters Score -551594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -551597.625000 Penalty: 4105.596680
	Iteration 86Q: 3 clusters Score -551597.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -551601.625000 Penalty: 4105.596680
	Iteration 87Q: 3 clusters Score -551601.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -551605.187500 Penalty: 4105.596680
	Iteration 88Q: 3 clusters Score -551605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -551604.687500 Penalty: 4105.596680
	Iteration 89Q: 3 clusters Score -551604.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -551604.687500 Penalty: 4105.596680
	Iteration 90F: 3 clusters Score -551604.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166065 members 
Entering Unmasked Estep 
Score: -23271130.000000 Penalty: 2980.993408
	Iteration 0F: 2 clusters Score -2.327113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -23166290.000000 Penalty: 5961.986816
	Iteration 0F: 3 clusters Score -2.316629e+07 nChanged 79423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78587 members 
Mstep: Class 2 contains 87478 members 
Entering Unmasked Estep 
Score: -23212672.000000 Penalty: 5961.986816
	Iteration 1F: 3 clusters Score -2.321267e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -23213880.000000 Penalty: 5961.986816
	Iteration 2Q: 3 clusters Score -2.321388e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -23215880.000000 Penalty: 5961.986816
	Iteration 3Q: 3 clusters Score -2.321588e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 101785 members 
Entering Unmasked Estep 
Score: -23219436.000000 Penalty: 5961.986816
	Iteration 4Q: 3 clusters Score -2.321944e+07 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 111400 members 
Entering Unmasked Estep 
Score: -23225342.000000 Penalty: 5961.986816
	Iteration 5F: 3 clusters Score -2.322534e+07 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 123817 members 
Entering Unmasked Estep 
Score: -23235944.000000 Penalty: 5961.986816
	Iteration 6F: 3 clusters Score -2.323594e+07 nChanged 14223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 137474 members 
Entering Unmasked Estep 
Score: -23248806.000000 Penalty: 5961.986816
	Iteration 7F: 3 clusters Score -2.324881e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 149315 members 
Entering Unmasked Estep 
Score: -23259460.000000 Penalty: 5961.986816
	Iteration 8F: 3 clusters Score -2.325946e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 156826 members 
Entering Unmasked Estep 
Score: -23265180.000000 Penalty: 5961.986816
	Iteration 9Q: 3 clusters Score -2.326518e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 160896 members 
Entering Unmasked Estep 
Score: -23267580.000000 Penalty: 5961.986816
	Iteration 10Q: 3 clusters Score -2.326758e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 162767 members 
Entering Unmasked Estep 
Score: -23268630.000000 Penalty: 5961.986816
	Iteration 11Q: 3 clusters Score -2.326863e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 163583 members 
Entering Unmasked Estep 
Score: -23269116.000000 Penalty: 5961.986816
	Iteration 12Q: 3 clusters Score -2.326912e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 163907 members 
Entering Unmasked Estep 
Score: -23269350.000000 Penalty: 5961.986816
	Iteration 13Q: 3 clusters Score -2.326935e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 164072 members 
Entering Unmasked Estep 
Score: -23269536.000000 Penalty: 5961.986816
	Iteration 14Q: 3 clusters Score -2.326954e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 164172 members 
Entering Unmasked Estep 
Score: -23269628.000000 Penalty: 5961.986816
	Iteration 15Q: 3 clusters Score -2.326963e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 164222 members 
Entering Unmasked Estep 
Score: -23269706.000000 Penalty: 5961.986816
	Iteration 16Q: 3 clusters Score -2.326971e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 164273 members 
Entering Unmasked Estep 
Score: -23269726.000000 Penalty: 5961.986816
	Iteration 17Q: 3 clusters Score -2.326973e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 164300 members 
Entering Unmasked Estep 
Score: -23269758.000000 Penalty: 5961.986816
	Iteration 18Q: 3 clusters Score -2.326976e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 164326 members 
Entering Unmasked Estep 
Score: -23269738.000000 Penalty: 5961.986816
	Iteration 19Q: 3 clusters Score -2.326974e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 164348 members 
Entering Unmasked Estep 
Score: -23269738.000000 Penalty: 5961.986816
	Iteration 20F: 3 clusters Score -2.326974e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 164360 members 
Entering Unmasked Estep 
Score: -23269708.000000 Penalty: 5961.986816
	Iteration 21Q: 3 clusters Score -2.326971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 164377 members 
Entering Unmasked Estep 
Score: -23269712.000000 Penalty: 5961.986816
	Iteration 22Q: 3 clusters Score -2.326971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 164389 members 
Entering Unmasked Estep 
Score: -23269724.000000 Penalty: 5961.986816
	Iteration 23Q: 3 clusters Score -2.326972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 164400 members 
Entering Unmasked Estep 
Score: -23269726.000000 Penalty: 5961.986816
	Iteration 24Q: 3 clusters Score -2.326973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -23269706.000000 Penalty: 5961.986816
	Iteration 25Q: 3 clusters Score -2.326971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 164432 members 
Entering Unmasked Estep 
Score: -23269716.000000 Penalty: 5961.986816
	Iteration 26Q: 3 clusters Score -2.326972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -23269708.000000 Penalty: 5961.986816
	Iteration 27Q: 3 clusters Score -2.326971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 164458 members 
Entering Unmasked Estep 
Score: -23269706.000000 Penalty: 5961.986816
	Iteration 28Q: 3 clusters Score -2.326971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 164477 members 
Entering Unmasked Estep 
Score: -23269682.000000 Penalty: 5961.986816
	Iteration 29Q: 3 clusters Score -2.326968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 164491 members 
Entering Unmasked Estep 
Score: -23269672.000000 Penalty: 5961.986816
	Iteration 30Q: 3 clusters Score -2.326967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 164497 members 
Entering Unmasked Estep 
Score: -23269676.000000 Penalty: 5961.986816
	Iteration 31Q: 3 clusters Score -2.326968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 164502 members 
Entering Unmasked Estep 
Score: -23269662.000000 Penalty: 5961.986816
	Iteration 32Q: 3 clusters Score -2.326966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 164508 members 
Entering Unmasked Estep 
Score: -23269682.000000 Penalty: 5961.986816
	Iteration 33Q: 3 clusters Score -2.326968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 164511 members 
Entering Unmasked Estep 
Score: -23269672.000000 Penalty: 5961.986816
	Iteration 34Q: 3 clusters Score -2.326967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 164514 members 
Entering Unmasked Estep 
Score: -23269664.000000 Penalty: 5961.986816
	Iteration 35Q: 3 clusters Score -2.326966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 164517 members 
Entering Unmasked Estep 
Score: -23269660.000000 Penalty: 5961.986816
	Iteration 36Q: 3 clusters Score -2.326966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 164522 members 
Entering Unmasked Estep 
Score: -23269678.000000 Penalty: 5961.986816
	Iteration 37Q: 3 clusters Score -2.326968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 164525 members 
Entering Unmasked Estep 
Score: -23269672.000000 Penalty: 5961.986816
	Iteration 38Q: 3 clusters Score -2.326967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -23269672.000000 Penalty: 5961.986816
	Iteration 39Q: 3 clusters Score -2.326967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 164532 members 
Entering Unmasked Estep 
Score: -23269676.000000 Penalty: 5961.986816
	Iteration 40F: 3 clusters Score -2.326968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 164536 members 
Entering Unmasked Estep 
Score: -23269666.000000 Penalty: 5961.986816
	Iteration 41Q: 3 clusters Score -2.326967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 164544 members 
Entering Unmasked Estep 
Score: -23269668.000000 Penalty: 5961.986816
	Iteration 42Q: 3 clusters Score -2.326967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 164547 members 
Entering Unmasked Estep 
Score: -23269662.000000 Penalty: 5961.986816
	Iteration 43Q: 3 clusters Score -2.326966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 164551 members 
Entering Unmasked Estep 
Score: -23269658.000000 Penalty: 5961.986816
	Iteration 44Q: 3 clusters Score -2.326966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 164552 members 
Entering Unmasked Estep 
Score: -23269668.000000 Penalty: 5961.986816
	Iteration 45Q: 3 clusters Score -2.326967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 164552 members 
Entering Unmasked Estep 
Score: -23269650.000000 Penalty: 5961.986816
	Iteration 46Q: 3 clusters Score -2.326965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
Score: -23269640.000000 Penalty: 5961.986816
	Iteration 47Q: 3 clusters Score -2.326964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 164556 members 
Entering Unmasked Estep 
Score: -23269650.000000 Penalty: 5961.986816
	Iteration 48Q: 3 clusters Score -2.326965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 164557 members 
Entering Unmasked Estep 
Score: -23269656.000000 Penalty: 5961.986816
	Iteration 49Q: 3 clusters Score -2.326966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 164558 members 
Entering Unmasked Estep 
Score: -23269656.000000 Penalty: 5961.986816
	Iteration 50Q: 3 clusters Score -2.326966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 164558 members 
Entering Unmasked Estep 
Score: -23269656.000000 Penalty: 5961.986816
	Iteration 51F: 3 clusters Score -2.326966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -65219.699219 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -65219.7 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 276 members 
Entering Unmasked Estep 
Score: -63752.796875 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -63752.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63996.464844 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -63996.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64107.988281 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -64107.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64137.992188 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -64137.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64153.292969 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -64153.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64160.167969 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -64160.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64164.730469 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -64164.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64181.441406 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -64181.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64199.492188 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -64199.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64285.253906 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -64285.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64388.304688 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -64388.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -64623.570312 Penalty: 3129.719482
	Iteration 11F: 3 clusters Score -64623.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -64996.007812 Penalty: 3129.719482
	Iteration 12F: 3 clusters Score -64996.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -65290.671875 Penalty: 3129.719482
	Iteration 13F: 3 clusters Score -65290.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -65493.453125 Penalty: 3129.719482
	Iteration 14F: 3 clusters Score -65493.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -65578.835938 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -65578.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -65594.640625 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -65594.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -65601.828125 Penalty: 3129.719482
	Iteration 17Q: 3 clusters Score -65601.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -65610.914062 Penalty: 3129.719482
	Iteration 18Q: 3 clusters Score -65610.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -65614.828125 Penalty: 3129.719482
	Iteration 19F: 3 clusters Score -65614.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -65919.101562 Penalty: 3129.719482
	Iteration 20F: 3 clusters Score -65919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -66033.367188 Penalty: 3129.719482
	Iteration 21Q: 3 clusters Score -66033.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -66224.835938 Penalty: 3129.719482
	Iteration 22Q: 3 clusters Score -66224.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -66364.695312 Penalty: 3129.719482
	Iteration 23Q: 3 clusters Score -66364.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -66449.203125 Penalty: 3129.719482
	Iteration 24Q: 3 clusters Score -66449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -66510.093750 Penalty: 3129.719482
	Iteration 25Q: 3 clusters Score -66510.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -66531.906250 Penalty: 3129.719482
	Iteration 26Q: 3 clusters Score -66531.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -66532.593750 Penalty: 3129.719482
	Iteration 27F: 3 clusters Score -66532.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -66537.648438 Penalty: 3129.719482
	Iteration 28Q: 3 clusters Score -66537.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -66537.648438 Penalty: 3129.719482
	Iteration 29F: 3 clusters Score -66537.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123274 members 
Mstep: Class 4 contains 57174 members 
Mstep: Class 5 contains 91747 members 
Mstep: Class 6 contains 117952 members 
Mstep: Class 7 contains 93979 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154605 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77155 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37157 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166065 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 126 members 
Entering Unmasked Estep 
Score: -147045792.000000 Penalty: 75686.148438
Splitting cluster 18 changes total score from -147046400.000000 to -147045792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Entering Unmasked Estep 
Score: -5380791.000000 Penalty: 2612.923584
	Iteration 0F: 2 clusters Score -5380791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -5355076.500000 Penalty: 5225.847168
	Iteration 0F: 3 clusters Score -5355076 nChanged 17215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -5364345.000000 Penalty: 5225.847168
	Iteration 1F: 3 clusters Score -5364345 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -5364844.000000 Penalty: 5225.847168
	Iteration 2Q: 3 clusters Score -5364844 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -5365317.500000 Penalty: 5225.847168
	Iteration 3Q: 3 clusters Score -5365318 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -5365799.000000 Penalty: 5225.847168
	Iteration 4Q: 3 clusters Score -5365799 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -5366331.500000 Penalty: 5225.847168
	Iteration 5Q: 3 clusters Score -5366332 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -5367027.500000 Penalty: 5225.847168
	Iteration 6Q: 3 clusters Score -5367028 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -5368005.500000 Penalty: 5225.847168
	Iteration 7F: 3 clusters Score -5368006 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -5369459.000000 Penalty: 5225.847168
	Iteration 8F: 3 clusters Score -5369459 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -5371485.500000 Penalty: 5225.847168
	Iteration 9F: 3 clusters Score -5371486 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -5373875.000000 Penalty: 5225.847168
	Iteration 10F: 3 clusters Score -5373875 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -5375943.000000 Penalty: 5225.847168
	Iteration 11F: 3 clusters Score -5375943 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -5377279.500000 Penalty: 5225.847168
	Iteration 12Q: 3 clusters Score -5377280 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -5377913.500000 Penalty: 5225.847168
	Iteration 13Q: 3 clusters Score -5377914 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -5378197.500000 Penalty: 5225.847168
	Iteration 14Q: 3 clusters Score -5378198 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -5378328.000000 Penalty: 5225.847168
	Iteration 15Q: 3 clusters Score -5378328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -5378393.500000 Penalty: 5225.847168
	Iteration 16Q: 3 clusters Score -5378394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -5378435.500000 Penalty: 5225.847168
	Iteration 17Q: 3 clusters Score -5378436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -5378462.000000 Penalty: 5225.847168
	Iteration 18Q: 3 clusters Score -5378462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -5378473.500000 Penalty: 5225.847168
	Iteration 19Q: 3 clusters Score -5378474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -5378487.000000 Penalty: 5225.847168
	Iteration 20F: 3 clusters Score -5378487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -5378493.000000 Penalty: 5225.847168
	Iteration 21Q: 3 clusters Score -5378493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -5378493.000000 Penalty: 5225.847168
	Iteration 22F: 3 clusters Score -5378493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Entering Unmasked Estep 
Score: -5861352.500000 Penalty: 2634.161865
	Iteration 0F: 2 clusters Score -5861352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -5833601.000000 Penalty: 5268.323730
	Iteration 0F: 3 clusters Score -5833601 nChanged 18779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -5844298.000000 Penalty: 5268.323730
	Iteration 1F: 3 clusters Score -5844298 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -5844994.000000 Penalty: 5268.323730
	Iteration 2Q: 3 clusters Score -5844994 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5845895.000000 Penalty: 5268.323730
	Iteration 3F: 3 clusters Score -5845895 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -5846983.500000 Penalty: 5268.323730
	Iteration 4F: 3 clusters Score -5846984 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -5848426.000000 Penalty: 5268.323730
	Iteration 5F: 3 clusters Score -5848426 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -5850153.000000 Penalty: 5268.323730
	Iteration 6F: 3 clusters Score -5850153 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -5852107.500000 Penalty: 5268.323730
	Iteration 7F: 3 clusters Score -5852108 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -5853810.000000 Penalty: 5268.323730
	Iteration 8F: 3 clusters Score -5853810 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -5855254.500000 Penalty: 5268.323730
	Iteration 9Q: 3 clusters Score -5855254 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -5856268.000000 Penalty: 5268.323730
	Iteration 10Q: 3 clusters Score -5856268 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -5856948.000000 Penalty: 5268.323730
	Iteration 11Q: 3 clusters Score -5856948 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5857405.500000 Penalty: 5268.323730
	Iteration 12Q: 3 clusters Score -5857406 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5857703.000000 Penalty: 5268.323730
	Iteration 13Q: 3 clusters Score -5857703 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5857948.000000 Penalty: 5268.323730
	Iteration 14Q: 3 clusters Score -5857948 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5858163.500000 Penalty: 5268.323730
	Iteration 15Q: 3 clusters Score -5858164 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5858350.000000 Penalty: 5268.323730
	Iteration 16Q: 3 clusters Score -5858350 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5858494.000000 Penalty: 5268.323730
	Iteration 17Q: 3 clusters Score -5858494 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5858614.000000 Penalty: 5268.323730
	Iteration 18Q: 3 clusters Score -5858614 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5858678.000000 Penalty: 5268.323730
	Iteration 19Q: 3 clusters Score -5858678 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5858736.500000 Penalty: 5268.323730
	Iteration 20F: 3 clusters Score -5858736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5858771.500000 Penalty: 5268.323730
	Iteration 21Q: 3 clusters Score -5858772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5858805.500000 Penalty: 5268.323730
	Iteration 22Q: 3 clusters Score -5858806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5858836.000000 Penalty: 5268.323730
	Iteration 23Q: 3 clusters Score -5858836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5858876.500000 Penalty: 5268.323730
	Iteration 24Q: 3 clusters Score -5858876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5858917.500000 Penalty: 5268.323730
	Iteration 25Q: 3 clusters Score -5858918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5858926.000000 Penalty: 5268.323730
	Iteration 26Q: 3 clusters Score -5858926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5858954.500000 Penalty: 5268.323730
	Iteration 27Q: 3 clusters Score -5858954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5858974.500000 Penalty: 5268.323730
	Iteration 28Q: 3 clusters Score -5858974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5858992.500000 Penalty: 5268.323730
	Iteration 29Q: 3 clusters Score -5858992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5859013.500000 Penalty: 5268.323730
	Iteration 30Q: 3 clusters Score -5859014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5859035.500000 Penalty: 5268.323730
	Iteration 31Q: 3 clusters Score -5859036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5859054.000000 Penalty: 5268.323730
	Iteration 32Q: 3 clusters Score -5859054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5859061.500000 Penalty: 5268.323730
	Iteration 33Q: 3 clusters Score -5859062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5859059.000000 Penalty: 5268.323730
	Iteration 34Q: 3 clusters Score -5859059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5859065.000000 Penalty: 5268.323730
	Iteration 35Q: 3 clusters Score -5859065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5859072.000000 Penalty: 5268.323730
	Iteration 36Q: 3 clusters Score -5859072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5859075.500000 Penalty: 5268.323730
	Iteration 37Q: 3 clusters Score -5859076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5859078.500000 Penalty: 5268.323730
	Iteration 38Q: 3 clusters Score -5859078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5859082.500000 Penalty: 5268.323730
	Iteration 39Q: 3 clusters Score -5859082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5859089.000000 Penalty: 5268.323730
	Iteration 40F: 3 clusters Score -5859089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5859095.000000 Penalty: 5268.323730
	Iteration 41Q: 3 clusters Score -5859095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5859093.500000 Penalty: 5268.323730
	Iteration 42Q: 3 clusters Score -5859094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5859090.500000 Penalty: 5268.323730
	Iteration 43Q: 3 clusters Score -5859090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5859095.500000 Penalty: 5268.323730
	Iteration 44Q: 3 clusters Score -5859096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5859098.000000 Penalty: 5268.323730
	Iteration 45Q: 3 clusters Score -5859098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5859098.000000 Penalty: 5268.323730
	Iteration 46Q: 3 clusters Score -5859098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5859098.000000 Penalty: 5268.323730
	Iteration 47Q: 3 clusters Score -5859098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5859099.500000 Penalty: 5268.323730
	Iteration 48Q: 3 clusters Score -5859100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5859099.500000 Penalty: 5268.323730
	Iteration 49F: 3 clusters Score -5859100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -193417.625000 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -193417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -191179.390625 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -191179.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -191508.546875 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -191508.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -191600.328125 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -191600.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -191672.578125 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -191672.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -191718.890625 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -191718.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -191747.703125 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -191747.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -191768.390625 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -191768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -191782.406250 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -191782.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -191794.359375 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -191794.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -191804.562500 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -191804.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -191816.968750 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -191817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -191828.812500 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -191828.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -191839.437500 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -191839.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -191845.843750 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -191845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -191850.750000 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -191850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -191853.265625 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -191853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -191854.906250 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -191854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -191857.453125 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -191857.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -191863.734375 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -191863.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -191871.046875 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -191871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -191873.531250 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -191873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -191876.937500 Penalty: 3589.937988
	Iteration 21Q: 3 clusters Score -191876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -191879.187500 Penalty: 3589.937988
	Iteration 22Q: 3 clusters Score -191879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -191882.375000 Penalty: 3589.937988
	Iteration 23Q: 3 clusters Score -191882.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -191887.359375 Penalty: 3589.937988
	Iteration 24Q: 3 clusters Score -191887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -191893.734375 Penalty: 3589.937988
	Iteration 25Q: 3 clusters Score -191893.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -191902.562500 Penalty: 3589.937988
	Iteration 26Q: 3 clusters Score -191902.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -191909.125000 Penalty: 3589.937988
	Iteration 27Q: 3 clusters Score -191909.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -191914.593750 Penalty: 3589.937988
	Iteration 28Q: 3 clusters Score -191914.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -191921.937500 Penalty: 3589.937988
	Iteration 29Q: 3 clusters Score -191921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -191936.531250 Penalty: 3589.937988
	Iteration 30Q: 3 clusters Score -191936.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -191952.171875 Penalty: 3589.937988
	Iteration 31Q: 3 clusters Score -191952.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -191985.843750 Penalty: 3589.937988
	Iteration 32Q: 3 clusters Score -191985.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -192112.546875 Penalty: 3589.937988
	Iteration 33Q: 3 clusters Score -192112.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -192234.328125 Penalty: 3589.937988
	Iteration 34Q: 3 clusters Score -192234.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -192355.812500 Penalty: 3589.937988
	Iteration 35Q: 3 clusters Score -192355.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -192459.375000 Penalty: 3589.937988
	Iteration 36Q: 3 clusters Score -192459.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -192520.718750 Penalty: 3589.937988
	Iteration 37Q: 3 clusters Score -192520.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -192563.718750 Penalty: 3589.937988
	Iteration 38Q: 3 clusters Score -192563.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -192594.671875 Penalty: 3589.937988
	Iteration 39Q: 3 clusters Score -192594.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -192618.156250 Penalty: 3589.937988
	Iteration 40F: 3 clusters Score -192618.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -192633.390625 Penalty: 3589.937988
	Iteration 41Q: 3 clusters Score -192633.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -192642.296875 Penalty: 3589.937988
	Iteration 42Q: 3 clusters Score -192642.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -192647.203125 Penalty: 3589.937988
	Iteration 43Q: 3 clusters Score -192647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -192655.468750 Penalty: 3589.937988
	Iteration 44Q: 3 clusters Score -192655.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -192659.453125 Penalty: 3589.937988
	Iteration 45Q: 3 clusters Score -192659.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -192663.500000 Penalty: 3589.937988
	Iteration 46Q: 3 clusters Score -192663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -192666.546875 Penalty: 3589.937988
	Iteration 47Q: 3 clusters Score -192666.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -192682.265625 Penalty: 3589.937988
	Iteration 48Q: 3 clusters Score -192682.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -192690.328125 Penalty: 3589.937988
	Iteration 49Q: 3 clusters Score -192690.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -192695.062500 Penalty: 3589.937988
	Iteration 50Q: 3 clusters Score -192695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -192695.156250 Penalty: 3589.937988
	Iteration 51Q: 3 clusters Score -192695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -192697.546875 Penalty: 3589.937988
	Iteration 52Q: 3 clusters Score -192697.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -192700.734375 Penalty: 3589.937988
	Iteration 53Q: 3 clusters Score -192700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -192703.984375 Penalty: 3589.937988
	Iteration 54Q: 3 clusters Score -192704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -192707.250000 Penalty: 3589.937988
	Iteration 55Q: 3 clusters Score -192707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -192711.906250 Penalty: 3589.937988
	Iteration 56Q: 3 clusters Score -192711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -192712.546875 Penalty: 3589.937988
	Iteration 57Q: 3 clusters Score -192712.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -192712.546875 Penalty: 3589.937988
	Iteration 58F: 3 clusters Score -192712.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123274 members 
Mstep: Class 4 contains 57174 members 
Mstep: Class 5 contains 91747 members 
Mstep: Class 6 contains 117952 members 
Mstep: Class 7 contains 93979 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154605 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77155 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37157 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166065 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 399Q: 22 clusters Score -1.470464e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123278 members 
Mstep: Class 4 contains 57175 members 
Mstep: Class 5 contains 91735 members 
Mstep: Class 6 contains 117954 members 
Mstep: Class 7 contains 93978 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154609 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77157 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37158 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166062 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37647 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046336.000000 Penalty: 72245.875000
Iteration 400F: 22 clusters Score -1.470463e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123282 members 
Mstep: Class 4 contains 57178 members 
Mstep: Class 5 contains 91725 members 
Mstep: Class 6 contains 117956 members 
Mstep: Class 7 contains 93978 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77158 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37159 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166060 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37648 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046304.000000 Penalty: 72245.875000
Iteration 401Q: 22 clusters Score -1.470463e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123288 members 
Mstep: Class 4 contains 57180 members 
Mstep: Class 5 contains 91709 members 
Mstep: Class 6 contains 117959 members 
Mstep: Class 7 contains 93979 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 77159 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37161 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37648 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 402Q: 22 clusters Score -1.470464e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123300 members 
Mstep: Class 4 contains 57179 members 
Mstep: Class 5 contains 91695 members 
Mstep: Class 6 contains 117959 members 
Mstep: Class 7 contains 93979 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18584 members 
Mstep: Class 12 contains 77161 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37161 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166062 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37649 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046288.000000 Penalty: 72245.875000
Iteration 403Q: 22 clusters Score -1.470463e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123308 members 
Mstep: Class 4 contains 57178 members 
Mstep: Class 5 contains 91682 members 
Mstep: Class 6 contains 117961 members 
Mstep: Class 7 contains 93977 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154612 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 77163 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 37161 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046256.000000 Penalty: 72245.875000
Iteration 404Q: 22 clusters Score -1.470463e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22098 members 
Mstep: Class 3 contains 123315 members 
Mstep: Class 4 contains 57176 members 
Mstep: Class 5 contains 91667 members 
Mstep: Class 6 contains 117964 members 
Mstep: Class 7 contains 93976 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154614 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 77171 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5164 members 
Mstep: Class 15 contains 37161 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166060 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046272.000000 Penalty: 72245.875000
Iteration 405Q: 22 clusters Score -1.470463e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22099 members 
Mstep: Class 3 contains 123324 members 
Mstep: Class 4 contains 57176 members 
Mstep: Class 5 contains 91652 members 
Mstep: Class 6 contains 117968 members 
Mstep: Class 7 contains 93976 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154613 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 77174 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5162 members 
Mstep: Class 15 contains 37162 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166062 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 41009 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046176.000000 Penalty: 72245.875000
Iteration 406Q: 22 clusters Score -1.470462e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22099 members 
Mstep: Class 3 contains 123326 members 
Mstep: Class 4 contains 57177 members 
Mstep: Class 5 contains 91647 members 
Mstep: Class 6 contains 117970 members 
Mstep: Class 7 contains 93974 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154609 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 77179 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5160 members 
Mstep: Class 15 contains 37163 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166062 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046208.000000 Penalty: 72245.875000
Iteration 407Q: 22 clusters Score -1.470462e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22100 members 
Mstep: Class 3 contains 123326 members 
Mstep: Class 4 contains 57177 members 
Mstep: Class 5 contains 91640 members 
Mstep: Class 6 contains 117972 members 
Mstep: Class 7 contains 93974 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154608 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 77183 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37164 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166062 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046224.000000 Penalty: 72245.875000
Iteration 408Q: 22 clusters Score -1.470462e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22103 members 
Mstep: Class 3 contains 123330 members 
Mstep: Class 4 contains 57177 members 
Mstep: Class 5 contains 91631 members 
Mstep: Class 6 contains 117972 members 
Mstep: Class 7 contains 93975 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154605 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 77184 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37166 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166063 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046224.000000 Penalty: 72245.875000
Iteration 409Q: 22 clusters Score -1.470462e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22106 members 
Mstep: Class 3 contains 123330 members 
Mstep: Class 4 contains 57177 members 
Mstep: Class 5 contains 91622 members 
Mstep: Class 6 contains 117970 members 
Mstep: Class 7 contains 93976 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154603 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 77188 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37169 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166064 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046160.000000 Penalty: 72245.875000
Iteration 410Q: 22 clusters Score -1.470462e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22109 members 
Mstep: Class 3 contains 123329 members 
Mstep: Class 4 contains 57178 members 
Mstep: Class 5 contains 91614 members 
Mstep: Class 6 contains 117972 members 
Mstep: Class 7 contains 93974 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154605 members 
Mstep: Class 11 contains 18588 members 
Mstep: Class 12 contains 77192 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37174 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166056 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046144.000000 Penalty: 72245.875000
Iteration 411Q: 22 clusters Score -1.470461e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22112 members 
Mstep: Class 3 contains 123330 members 
Mstep: Class 4 contains 57180 members 
Mstep: Class 5 contains 91607 members 
Mstep: Class 6 contains 117974 members 
Mstep: Class 7 contains 93972 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154603 members 
Mstep: Class 11 contains 18587 members 
Mstep: Class 12 contains 77192 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37175 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166059 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046208.000000 Penalty: 72245.875000
Iteration 412Q: 22 clusters Score -1.470462e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22116 members 
Mstep: Class 3 contains 123330 members 
Mstep: Class 4 contains 57182 members 
Mstep: Class 5 contains 91600 members 
Mstep: Class 6 contains 117977 members 
Mstep: Class 7 contains 93968 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154603 members 
Mstep: Class 11 contains 18587 members 
Mstep: Class 12 contains 77190 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37176 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046176.000000 Penalty: 72245.875000
Iteration 413Q: 22 clusters Score -1.470462e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22116 members 
Mstep: Class 3 contains 123328 members 
Mstep: Class 4 contains 57183 members 
Mstep: Class 5 contains 91598 members 
Mstep: Class 6 contains 117981 members 
Mstep: Class 7 contains 93966 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154597 members 
Mstep: Class 11 contains 18588 members 
Mstep: Class 12 contains 77191 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166063 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046192.000000 Penalty: 72245.875000
Iteration 414Q: 22 clusters Score -1.470462e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 123332 members 
Mstep: Class 4 contains 57184 members 
Mstep: Class 5 contains 91590 members 
Mstep: Class 6 contains 117982 members 
Mstep: Class 7 contains 93967 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154594 members 
Mstep: Class 11 contains 18588 members 
Mstep: Class 12 contains 77191 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166065 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046208.000000 Penalty: 72245.875000
Iteration 415Q: 22 clusters Score -1.470462e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 123333 members 
Mstep: Class 4 contains 57189 members 
Mstep: Class 5 contains 91577 members 
Mstep: Class 6 contains 117985 members 
Mstep: Class 7 contains 93962 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154596 members 
Mstep: Class 11 contains 18589 members 
Mstep: Class 12 contains 77195 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166062 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37653 members 
Mstep: Class 20 contains 41017 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046272.000000 Penalty: 72245.875000
Iteration 416Q: 22 clusters Score -1.470463e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22119 members 
Mstep: Class 3 contains 123334 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91571 members 
Mstep: Class 6 contains 117987 members 
Mstep: Class 7 contains 93958 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154595 members 
Mstep: Class 11 contains 18589 members 
Mstep: Class 12 contains 77197 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5160 members 
Mstep: Class 15 contains 37177 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166060 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37657 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046256.000000 Penalty: 72245.875000
Iteration 417Q: 22 clusters Score -1.470463e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22119 members 
Mstep: Class 3 contains 123338 members 
Mstep: Class 4 contains 57195 members 
Mstep: Class 5 contains 91563 members 
Mstep: Class 6 contains 117985 members 
Mstep: Class 7 contains 93956 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154599 members 
Mstep: Class 11 contains 18589 members 
Mstep: Class 12 contains 77201 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37176 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166058 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37659 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046304.000000 Penalty: 72245.875000
Iteration 418Q: 22 clusters Score -1.470463e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22117 members 
Mstep: Class 3 contains 123340 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91549 members 
Mstep: Class 6 contains 117991 members 
Mstep: Class 7 contains 93955 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154603 members 
Mstep: Class 11 contains 18589 members 
Mstep: Class 12 contains 77204 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37177 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166057 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37661 members 
Mstep: Class 20 contains 41017 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046288.000000 Penalty: 72245.875000
Iteration 419Q: 22 clusters Score -1.470463e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22117 members 
Mstep: Class 3 contains 123341 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91542 members 
Mstep: Class 6 contains 117994 members 
Mstep: Class 7 contains 93958 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154599 members 
Mstep: Class 11 contains 18589 members 
Mstep: Class 12 contains 77203 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37662 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 420F: 22 clusters Score -1.470464e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22117 members 
Mstep: Class 3 contains 123344 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91530 members 
Mstep: Class 6 contains 117996 members 
Mstep: Class 7 contains 93958 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154600 members 
Mstep: Class 11 contains 18588 members 
Mstep: Class 12 contains 77204 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166066 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 421Q: 22 clusters Score -1.470464e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22117 members 
Mstep: Class 3 contains 123348 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91524 members 
Mstep: Class 6 contains 117999 members 
Mstep: Class 7 contains 93960 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154600 members 
Mstep: Class 11 contains 18588 members 
Mstep: Class 12 contains 77204 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166063 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046320.000000 Penalty: 72245.875000
Iteration 422Q: 22 clusters Score -1.470463e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22117 members 
Mstep: Class 3 contains 123353 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91512 members 
Mstep: Class 6 contains 118001 members 
Mstep: Class 7 contains 93962 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154598 members 
Mstep: Class 11 contains 18589 members 
Mstep: Class 12 contains 77206 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166063 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37666 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046336.000000 Penalty: 72245.875000
Iteration 423Q: 22 clusters Score -1.470463e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 123360 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91501 members 
Mstep: Class 6 contains 118002 members 
Mstep: Class 7 contains 93961 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154601 members 
Mstep: Class 11 contains 18588 members 
Mstep: Class 12 contains 77206 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166062 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37668 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046384.000000 Penalty: 72245.875000
Iteration 424Q: 22 clusters Score -1.470464e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 123364 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91494 members 
Mstep: Class 6 contains 118003 members 
Mstep: Class 7 contains 93961 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154603 members 
Mstep: Class 11 contains 18588 members 
Mstep: Class 12 contains 77205 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37670 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 425Q: 22 clusters Score -1.470464e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 123365 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91482 members 
Mstep: Class 6 contains 118007 members 
Mstep: Class 7 contains 93962 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154605 members 
Mstep: Class 11 contains 18589 members 
Mstep: Class 12 contains 77207 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37671 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 426Q: 22 clusters Score -1.470464e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 123366 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91474 members 
Mstep: Class 6 contains 118010 members 
Mstep: Class 7 contains 93960 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154606 members 
Mstep: Class 11 contains 18590 members 
Mstep: Class 12 contains 77209 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37674 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 427Q: 22 clusters Score -1.470464e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 123368 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91469 members 
Mstep: Class 6 contains 118010 members 
Mstep: Class 7 contains 93960 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154606 members 
Mstep: Class 11 contains 18590 members 
Mstep: Class 12 contains 77209 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046336.000000 Penalty: 72245.875000
Iteration 428Q: 22 clusters Score -1.470463e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22119 members 
Mstep: Class 3 contains 123370 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91465 members 
Mstep: Class 6 contains 118011 members 
Mstep: Class 7 contains 93960 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154607 members 
Mstep: Class 11 contains 18590 members 
Mstep: Class 12 contains 77209 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37676 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 429Q: 22 clusters Score -1.470464e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22120 members 
Mstep: Class 3 contains 123370 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91462 members 
Mstep: Class 6 contains 118009 members 
Mstep: Class 7 contains 93961 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154609 members 
Mstep: Class 11 contains 18590 members 
Mstep: Class 12 contains 77210 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37676 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046384.000000 Penalty: 72245.875000
Iteration 430Q: 22 clusters Score -1.470464e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22121 members 
Mstep: Class 3 contains 123371 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91457 members 
Mstep: Class 6 contains 118008 members 
Mstep: Class 7 contains 93962 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154612 members 
Mstep: Class 11 contains 18590 members 
Mstep: Class 12 contains 77210 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166061 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37676 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 431Q: 22 clusters Score -1.470464e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22122 members 
Mstep: Class 3 contains 123373 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91453 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93963 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154614 members 
Mstep: Class 11 contains 18590 members 
Mstep: Class 12 contains 77211 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166060 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37676 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 432Q: 22 clusters Score -1.470464e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123371 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91455 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154614 members 
Mstep: Class 11 contains 18590 members 
Mstep: Class 12 contains 77211 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166058 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37676 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 433Q: 22 clusters Score -1.470464e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123371 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91453 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154618 members 
Mstep: Class 11 contains 18590 members 
Mstep: Class 12 contains 77211 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166054 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046304.000000 Penalty: 72245.875000
Iteration 434Q: 22 clusters Score -1.470463e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123371 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91451 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154620 members 
Mstep: Class 11 contains 18590 members 
Mstep: Class 12 contains 77211 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166054 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 435Q: 22 clusters Score -1.470464e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123372 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91450 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154620 members 
Mstep: Class 11 contains 18591 members 
Mstep: Class 12 contains 77211 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166052 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 436Q: 22 clusters Score -1.470464e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123373 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91449 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154620 members 
Mstep: Class 11 contains 18591 members 
Mstep: Class 12 contains 77212 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166051 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 437Q: 22 clusters Score -1.470464e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123372 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91449 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154619 members 
Mstep: Class 11 contains 18592 members 
Mstep: Class 12 contains 77214 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 438Q: 22 clusters Score -1.470464e+08 nChanged 3
Entering ConstructFrom: 
Score: -147046400.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -104116.937500 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -104116.9 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 424 members 
Entering Unmasked Estep 
Score: -102354.187500 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -102354.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102709.796875 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -102709.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103055.289062 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -103055.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -103389.265625 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -103389.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103533.757812 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -103533.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -103625.851562 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -103625.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -103717.632812 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -103717.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -103776.867188 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -103776.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -103816.695312 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -103816.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -103837.625000 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -103837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -103852.906250 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -103852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -103863.835938 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -103863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -103873.312500 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -103873.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -103888.132812 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -103888.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -103902.656250 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -103902.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -103923.718750 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -103923.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -103936.171875 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -103936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -103948.695312 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -103948.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -103951.343750 Penalty: 3347.965820
	Iteration 18Q: 3 clusters Score -103951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -103953.937500 Penalty: 3347.965820
	Iteration 19Q: 3 clusters Score -103953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -103960.812500 Penalty: 3347.965820
	Iteration 20F: 3 clusters Score -103960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -103969.109375 Penalty: 3347.965820
	Iteration 21Q: 3 clusters Score -103969.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -103980.492188 Penalty: 3347.965820
	Iteration 22Q: 3 clusters Score -103980.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -104007.195312 Penalty: 3347.965820
	Iteration 23Q: 3 clusters Score -104007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104018.460938 Penalty: 3347.965820
	Iteration 24Q: 3 clusters Score -104018.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -104048.351562 Penalty: 3347.965820
	Iteration 25Q: 3 clusters Score -104048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104074.414062 Penalty: 3347.965820
	Iteration 26Q: 3 clusters Score -104074.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -104102.460938 Penalty: 3347.965820
	Iteration 27Q: 3 clusters Score -104102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -104116.625000 Penalty: 3347.965820
	Iteration 28Q: 3 clusters Score -104116.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -104132.015625 Penalty: 3347.965820
	Iteration 29Q: 3 clusters Score -104132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104156.210938 Penalty: 3347.965820
	Iteration 30Q: 3 clusters Score -104156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104177.437500 Penalty: 3347.965820
	Iteration 31Q: 3 clusters Score -104177.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -104233.195312 Penalty: 3347.965820
	Iteration 32Q: 3 clusters Score -104233.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -104295.937500 Penalty: 3347.965820
	Iteration 33Q: 3 clusters Score -104295.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -104337.664062 Penalty: 3347.965820
	Iteration 34Q: 3 clusters Score -104337.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -104356.617188 Penalty: 3347.965820
	Iteration 35Q: 3 clusters Score -104356.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -104369.015625 Penalty: 3347.965820
	Iteration 36Q: 3 clusters Score -104369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104377.492188 Penalty: 3347.965820
	Iteration 37Q: 3 clusters Score -104377.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104379.046875 Penalty: 3347.965820
	Iteration 38Q: 3 clusters Score -104379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104379.046875 Penalty: 3347.965820
	Iteration 39F: 3 clusters Score -104379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123373 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91446 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154619 members 
Mstep: Class 11 contains 18593 members 
Mstep: Class 12 contains 77215 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 609 members 
Entering Unmasked Estep 
Score: -147044896.000000 Penalty: 75686.148438
Splitting cluster 1 changes total score from -147046400.000000 to -147044896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Entering Unmasked Estep 
Score: -3152793.750000 Penalty: 2481.084717
	Iteration 0F: 2 clusters Score -3152794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3137398.500000 Penalty: 4962.169434
	Iteration 0F: 3 clusters Score -3137398 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3142567.250000 Penalty: 4962.169434
	Iteration 1F: 3 clusters Score -3142567 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3142912.000000 Penalty: 4962.169434
	Iteration 2Q: 3 clusters Score -3142912 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3143250.500000 Penalty: 4962.169434
	Iteration 3Q: 3 clusters Score -3143250 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3143555.250000 Penalty: 4962.169434
	Iteration 4Q: 3 clusters Score -3143555 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3143873.750000 Penalty: 4962.169434
	Iteration 5Q: 3 clusters Score -3143874 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3144210.500000 Penalty: 4962.169434
	Iteration 6Q: 3 clusters Score -3144210 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3144615.750000 Penalty: 4962.169434
	Iteration 7Q: 3 clusters Score -3144616 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3145118.000000 Penalty: 4962.169434
	Iteration 8Q: 3 clusters Score -3145118 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3145780.250000 Penalty: 4962.169434
	Iteration 9F: 3 clusters Score -3145780 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3146665.000000 Penalty: 4962.169434
	Iteration 10F: 3 clusters Score -3146665 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -3147792.250000 Penalty: 4962.169434
	Iteration 11F: 3 clusters Score -3147792 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3148840.250000 Penalty: 4962.169434
	Iteration 12F: 3 clusters Score -3148840 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3149582.500000 Penalty: 4962.169434
	Iteration 13Q: 3 clusters Score -3149582 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3149968.500000 Penalty: 4962.169434
	Iteration 14Q: 3 clusters Score -3149968 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3150225.750000 Penalty: 4962.169434
	Iteration 15Q: 3 clusters Score -3150226 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3150405.250000 Penalty: 4962.169434
	Iteration 16Q: 3 clusters Score -3150405 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3150527.500000 Penalty: 4962.169434
	Iteration 17Q: 3 clusters Score -3150528 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3150630.500000 Penalty: 4962.169434
	Iteration 18Q: 3 clusters Score -3150630 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3150702.250000 Penalty: 4962.169434
	Iteration 19Q: 3 clusters Score -3150702 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3150765.500000 Penalty: 4962.169434
	Iteration 20F: 3 clusters Score -3150766 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3150799.000000 Penalty: 4962.169434
	Iteration 21Q: 3 clusters Score -3150799 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3150831.250000 Penalty: 4962.169434
	Iteration 22Q: 3 clusters Score -3150831 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -3150860.500000 Penalty: 4962.169434
	Iteration 23Q: 3 clusters Score -3150860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -3150881.000000 Penalty: 4962.169434
	Iteration 24Q: 3 clusters Score -3150881 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3150898.000000 Penalty: 4962.169434
	Iteration 25Q: 3 clusters Score -3150898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3150914.000000 Penalty: 4962.169434
	Iteration 26Q: 3 clusters Score -3150914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3150934.500000 Penalty: 4962.169434
	Iteration 27Q: 3 clusters Score -3150934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3150941.250000 Penalty: 4962.169434
	Iteration 28Q: 3 clusters Score -3150941 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3150962.500000 Penalty: 4962.169434
	Iteration 29Q: 3 clusters Score -3150962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3150979.500000 Penalty: 4962.169434
	Iteration 30Q: 3 clusters Score -3150980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3150997.250000 Penalty: 4962.169434
	Iteration 31Q: 3 clusters Score -3150997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3151008.500000 Penalty: 4962.169434
	Iteration 32Q: 3 clusters Score -3151008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3151018.750000 Penalty: 4962.169434
	Iteration 33Q: 3 clusters Score -3151019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3151026.500000 Penalty: 4962.169434
	Iteration 34Q: 3 clusters Score -3151026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3151030.750000 Penalty: 4962.169434
	Iteration 35Q: 3 clusters Score -3151031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3151037.500000 Penalty: 4962.169434
	Iteration 36Q: 3 clusters Score -3151038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -3151041.500000 Penalty: 4962.169434
	Iteration 37Q: 3 clusters Score -3151042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3151048.750000 Penalty: 4962.169434
	Iteration 38Q: 3 clusters Score -3151049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3151054.750000 Penalty: 4962.169434
	Iteration 39Q: 3 clusters Score -3151055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3151058.250000 Penalty: 4962.169434
	Iteration 40F: 3 clusters Score -3151058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -3151062.000000 Penalty: 4962.169434
	Iteration 41Q: 3 clusters Score -3151062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3151071.000000 Penalty: 4962.169434
	Iteration 42Q: 3 clusters Score -3151071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3151080.500000 Penalty: 4962.169434
	Iteration 43Q: 3 clusters Score -3151080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3151088.250000 Penalty: 4962.169434
	Iteration 44Q: 3 clusters Score -3151088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3151092.750000 Penalty: 4962.169434
	Iteration 45Q: 3 clusters Score -3151093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -3151102.500000 Penalty: 4962.169434
	Iteration 46Q: 3 clusters Score -3151102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -3151100.750000 Penalty: 4962.169434
	Iteration 47Q: 3 clusters Score -3151101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3151106.750000 Penalty: 4962.169434
	Iteration 48Q: 3 clusters Score -3151107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3151116.750000 Penalty: 4962.169434
	Iteration 49Q: 3 clusters Score -3151117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -3151125.500000 Penalty: 4962.169434
	Iteration 50Q: 3 clusters Score -3151126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3151129.500000 Penalty: 4962.169434
	Iteration 51Q: 3 clusters Score -3151130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3151135.000000 Penalty: 4962.169434
	Iteration 52Q: 3 clusters Score -3151135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3151140.500000 Penalty: 4962.169434
	Iteration 53Q: 3 clusters Score -3151140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3151141.500000 Penalty: 4962.169434
	Iteration 54Q: 3 clusters Score -3151142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3151140.750000 Penalty: 4962.169434
	Iteration 55Q: 3 clusters Score -3151141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -3151143.000000 Penalty: 4962.169434
	Iteration 56Q: 3 clusters Score -3151143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3151140.250000 Penalty: 4962.169434
	Iteration 57Q: 3 clusters Score -3151140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3151143.000000 Penalty: 4962.169434
	Iteration 58Q: 3 clusters Score -3151143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3151139.750000 Penalty: 4962.169434
	Iteration 59Q: 3 clusters Score -3151140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3151139.750000 Penalty: 4962.169434
	Iteration 60F: 3 clusters Score -3151140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (123373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123373 members 
Entering Unmasked Estep 
Score: -17571110.000000 Penalty: 2907.295898
	Iteration 0F: 2 clusters Score -1.757111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -17492110.000000 Penalty: 5814.591797
	Iteration 0F: 3 clusters Score -1.749211e+07 nChanged 58553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -17525726.000000 Penalty: 5814.591797
	Iteration 1F: 3 clusters Score -1.752573e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -17526590.000000 Penalty: 5814.591797
	Iteration 2Q: 3 clusters Score -1.752659e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -17528054.000000 Penalty: 5814.591797
	Iteration 3Q: 3 clusters Score -1.752805e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58020 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -17530690.000000 Penalty: 5814.591797
	Iteration 4Q: 3 clusters Score -1.753069e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 67841 members 
Entering Unmasked Estep 
Score: -17534542.000000 Penalty: 5814.591797
	Iteration 5F: 3 clusters Score -1.753454e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -17539666.000000 Penalty: 5814.591797
	Iteration 6F: 3 clusters Score -1.753967e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -17545644.000000 Penalty: 5814.591797
	Iteration 7F: 3 clusters Score -1.754564e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -17551890.000000 Penalty: 5814.591797
	Iteration 8F: 3 clusters Score -1.755189e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -17557574.000000 Penalty: 5814.591797
	Iteration 9F: 3 clusters Score -1.755757e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -17562082.000000 Penalty: 5814.591797
	Iteration 10Q: 3 clusters Score -1.756208e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 92978 members 
Entering Unmasked Estep 
Score: -17565210.000000 Penalty: 5814.591797
	Iteration 11Q: 3 clusters Score -1.756521e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -17566958.000000 Penalty: 5814.591797
	Iteration 12Q: 3 clusters Score -1.756696e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 96721 members 
Entering Unmasked Estep 
Score: -17567704.000000 Penalty: 5814.591797
	Iteration 13Q: 3 clusters Score -1.75677e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -17568106.000000 Penalty: 5814.591797
	Iteration 14Q: 3 clusters Score -1.756811e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -17568414.000000 Penalty: 5814.591797
	Iteration 15Q: 3 clusters Score -1.756841e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -17568566.000000 Penalty: 5814.591797
	Iteration 16Q: 3 clusters Score -1.756857e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -17568736.000000 Penalty: 5814.591797
	Iteration 17Q: 3 clusters Score -1.756874e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 103923 members 
Entering Unmasked Estep 
Score: -17568958.000000 Penalty: 5814.591797
	Iteration 18Q: 3 clusters Score -1.756896e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 105311 members 
Entering Unmasked Estep 
Score: -17569034.000000 Penalty: 5814.591797
	Iteration 19Q: 3 clusters Score -1.756903e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 106721 members 
Entering Unmasked Estep 
Score: -17569100.000000 Penalty: 5814.591797
	Iteration 20F: 3 clusters Score -1.75691e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 108242 members 
Entering Unmasked Estep 
Score: -17569138.000000 Penalty: 5814.591797
	Iteration 21Q: 3 clusters Score -1.756914e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -17569334.000000 Penalty: 5814.591797
	Iteration 22Q: 3 clusters Score -1.756933e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 111165 members 
Entering Unmasked Estep 
Score: -17569492.000000 Penalty: 5814.591797
	Iteration 23Q: 3 clusters Score -1.756949e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 112485 members 
Entering Unmasked Estep 
Score: -17569812.000000 Penalty: 5814.591797
	Iteration 24Q: 3 clusters Score -1.756981e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 113692 members 
Entering Unmasked Estep 
Score: -17569924.000000 Penalty: 5814.591797
	Iteration 25Q: 3 clusters Score -1.756992e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 114743 members 
Entering Unmasked Estep 
Score: -17570014.000000 Penalty: 5814.591797
	Iteration 26Q: 3 clusters Score -1.757001e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -17570016.000000 Penalty: 5814.591797
	Iteration 27Q: 3 clusters Score -1.757002e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 116471 members 
Entering Unmasked Estep 
Score: -17570050.000000 Penalty: 5814.591797
	Iteration 28Q: 3 clusters Score -1.757005e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 117180 members 
Entering Unmasked Estep 
Score: -17570136.000000 Penalty: 5814.591797
	Iteration 29Q: 3 clusters Score -1.757014e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 117826 members 
Entering Unmasked Estep 
Score: -17570194.000000 Penalty: 5814.591797
	Iteration 30Q: 3 clusters Score -1.757019e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 118377 members 
Entering Unmasked Estep 
Score: -17570252.000000 Penalty: 5814.591797
	Iteration 31Q: 3 clusters Score -1.757025e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 118863 members 
Entering Unmasked Estep 
Score: -17570220.000000 Penalty: 5814.591797
	Iteration 32Q: 3 clusters Score -1.757022e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 119280 members 
Entering Unmasked Estep 
Score: -17570244.000000 Penalty: 5814.591797
	Iteration 33Q: 3 clusters Score -1.757024e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -17570240.000000 Penalty: 5814.591797
	Iteration 34Q: 3 clusters Score -1.757024e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 119888 members 
Entering Unmasked Estep 
Score: -17570258.000000 Penalty: 5814.591797
	Iteration 35Q: 3 clusters Score -1.757026e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -17570192.000000 Penalty: 5814.591797
	Iteration 36Q: 3 clusters Score -1.757019e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -17570208.000000 Penalty: 5814.591797
	Iteration 37Q: 3 clusters Score -1.757021e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 120426 members 
Entering Unmasked Estep 
Score: -17570204.000000 Penalty: 5814.591797
	Iteration 38Q: 3 clusters Score -1.75702e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 120565 members 
Entering Unmasked Estep 
Score: -17570210.000000 Penalty: 5814.591797
	Iteration 39Q: 3 clusters Score -1.757021e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 120681 members 
Entering Unmasked Estep 
Score: -17570204.000000 Penalty: 5814.591797
	Iteration 40F: 3 clusters Score -1.75702e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 120778 members 
Entering Unmasked Estep 
Score: -17570208.000000 Penalty: 5814.591797
	Iteration 41Q: 3 clusters Score -1.757021e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 120861 members 
Entering Unmasked Estep 
Score: -17570230.000000 Penalty: 5814.591797
	Iteration 42Q: 3 clusters Score -1.757023e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 120940 members 
Entering Unmasked Estep 
Score: -17570216.000000 Penalty: 5814.591797
	Iteration 43Q: 3 clusters Score -1.757022e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 121015 members 
Entering Unmasked Estep 
Score: -17570210.000000 Penalty: 5814.591797
	Iteration 44Q: 3 clusters Score -1.757021e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 121076 members 
Entering Unmasked Estep 
Score: -17570198.000000 Penalty: 5814.591797
	Iteration 45Q: 3 clusters Score -1.75702e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 121122 members 
Entering Unmasked Estep 
Score: -17570180.000000 Penalty: 5814.591797
	Iteration 46Q: 3 clusters Score -1.757018e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 121159 members 
Entering Unmasked Estep 
Score: -17570164.000000 Penalty: 5814.591797
	Iteration 47Q: 3 clusters Score -1.757016e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 121191 members 
Entering Unmasked Estep 
Score: -17570166.000000 Penalty: 5814.591797
	Iteration 48Q: 3 clusters Score -1.757017e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 121223 members 
Entering Unmasked Estep 
Score: -17570156.000000 Penalty: 5814.591797
	Iteration 49Q: 3 clusters Score -1.757016e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 121252 members 
Entering Unmasked Estep 
Score: -17570144.000000 Penalty: 5814.591797
	Iteration 50Q: 3 clusters Score -1.757014e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -17570124.000000 Penalty: 5814.591797
	Iteration 51Q: 3 clusters Score -1.757012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 121293 members 
Entering Unmasked Estep 
Score: -17570104.000000 Penalty: 5814.591797
	Iteration 52Q: 3 clusters Score -1.75701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 121313 members 
Entering Unmasked Estep 
Score: -17570118.000000 Penalty: 5814.591797
	Iteration 53Q: 3 clusters Score -1.757012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 121328 members 
Entering Unmasked Estep 
Score: -17570110.000000 Penalty: 5814.591797
	Iteration 54Q: 3 clusters Score -1.757011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 121342 members 
Entering Unmasked Estep 
Score: -17570102.000000 Penalty: 5814.591797
	Iteration 55Q: 3 clusters Score -1.75701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 121355 members 
Entering Unmasked Estep 
Score: -17570096.000000 Penalty: 5814.591797
	Iteration 56Q: 3 clusters Score -1.75701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 121374 members 
Entering Unmasked Estep 
Score: -17570084.000000 Penalty: 5814.591797
	Iteration 57Q: 3 clusters Score -1.757008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 121391 members 
Entering Unmasked Estep 
Score: -17570084.000000 Penalty: 5814.591797
	Iteration 58Q: 3 clusters Score -1.757008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 121398 members 
Entering Unmasked Estep 
Score: -17570086.000000 Penalty: 5814.591797
	Iteration 59Q: 3 clusters Score -1.757009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 121407 members 
Entering Unmasked Estep 
Score: -17570070.000000 Penalty: 5814.591797
	Iteration 60F: 3 clusters Score -1.757007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 121413 members 
Entering Unmasked Estep 
Score: -17570066.000000 Penalty: 5814.591797
	Iteration 61Q: 3 clusters Score -1.757007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 121417 members 
Entering Unmasked Estep 
Score: -17570056.000000 Penalty: 5814.591797
	Iteration 62Q: 3 clusters Score -1.757006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 121423 members 
Entering Unmasked Estep 
Score: -17570054.000000 Penalty: 5814.591797
	Iteration 63Q: 3 clusters Score -1.757005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 121427 members 
Entering Unmasked Estep 
Score: -17570070.000000 Penalty: 5814.591797
	Iteration 64Q: 3 clusters Score -1.757007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 121428 members 
Entering Unmasked Estep 
Score: -17570068.000000 Penalty: 5814.591797
	Iteration 65Q: 3 clusters Score -1.757007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 121431 members 
Entering Unmasked Estep 
Score: -17570068.000000 Penalty: 5814.591797
	Iteration 66Q: 3 clusters Score -1.757007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 121432 members 
Entering Unmasked Estep 
Score: -17570070.000000 Penalty: 5814.591797
	Iteration 67Q: 3 clusters Score -1.757007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 121432 members 
Entering Unmasked Estep 
Score: -17570074.000000 Penalty: 5814.591797
	Iteration 68Q: 3 clusters Score -1.757007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 121435 members 
Entering Unmasked Estep 
Score: -17570072.000000 Penalty: 5814.591797
	Iteration 69Q: 3 clusters Score -1.757007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 121437 members 
Entering Unmasked Estep 
Score: -17570068.000000 Penalty: 5814.591797
	Iteration 70Q: 3 clusters Score -1.757007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 121438 members 
Entering Unmasked Estep 
Score: -17570074.000000 Penalty: 5814.591797
	Iteration 71Q: 3 clusters Score -1.757007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 121438 members 
Entering Unmasked Estep 
Score: -17570074.000000 Penalty: 5814.591797
	Iteration 72F: 3 clusters Score -1.757007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Entering Unmasked Estep 
Score: -8164778.500000 Penalty: 2716.642822
	Iteration 0F: 2 clusters Score -8164778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -8126342.500000 Penalty: 5433.285645
	Iteration 0F: 3 clusters Score -8126342 nChanged 26448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -8141184.000000 Penalty: 5433.285645
	Iteration 1F: 3 clusters Score -8141184 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -8141766.500000 Penalty: 5433.285645
	Iteration 2Q: 3 clusters Score -8141766 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -8142334.000000 Penalty: 5433.285645
	Iteration 3Q: 3 clusters Score -8142334 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -8142928.500000 Penalty: 5433.285645
	Iteration 4Q: 3 clusters Score -8142928 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -8143671.500000 Penalty: 5433.285645
	Iteration 5Q: 3 clusters Score -8143672 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -8144546.000000 Penalty: 5433.285645
	Iteration 6Q: 3 clusters Score -8144546 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -8145696.500000 Penalty: 5433.285645
	Iteration 7Q: 3 clusters Score -8145696 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -8147067.000000 Penalty: 5433.285645
	Iteration 8Q: 3 clusters Score -8147067 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -8148753.000000 Penalty: 5433.285645
	Iteration 9Q: 3 clusters Score -8148753 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -8150504.500000 Penalty: 5433.285645
	Iteration 10Q: 3 clusters Score -8150504 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -8152325.500000 Penalty: 5433.285645
	Iteration 11Q: 3 clusters Score -8152326 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -8153879.000000 Penalty: 5433.285645
	Iteration 12Q: 3 clusters Score -8153879 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -8155036.500000 Penalty: 5433.285645
	Iteration 13Q: 3 clusters Score -8155036 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -8155896.000000 Penalty: 5433.285645
	Iteration 14Q: 3 clusters Score -8155896 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8156504.000000 Penalty: 5433.285645
	Iteration 15Q: 3 clusters Score -8156504 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -8156997.500000 Penalty: 5433.285645
	Iteration 16Q: 3 clusters Score -8156998 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -8157354.500000 Penalty: 5433.285645
	Iteration 17Q: 3 clusters Score -8157354 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -8157667.500000 Penalty: 5433.285645
	Iteration 18Q: 3 clusters Score -8157668 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -8157923.500000 Penalty: 5433.285645
	Iteration 19Q: 3 clusters Score -8157924 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -8158182.000000 Penalty: 5433.285645
	Iteration 20F: 3 clusters Score -8158182 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -8158435.500000 Penalty: 5433.285645
	Iteration 21Q: 3 clusters Score -8158436 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -8158725.000000 Penalty: 5433.285645
	Iteration 22Q: 3 clusters Score -8158725 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -8159027.000000 Penalty: 5433.285645
	Iteration 23Q: 3 clusters Score -8159027 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -8159309.500000 Penalty: 5433.285645
	Iteration 24Q: 3 clusters Score -8159310 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -8159621.500000 Penalty: 5433.285645
	Iteration 25Q: 3 clusters Score -8159622 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -8159898.500000 Penalty: 5433.285645
	Iteration 26Q: 3 clusters Score -8159898 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -8160146.500000 Penalty: 5433.285645
	Iteration 27Q: 3 clusters Score -8160146 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -8160389.500000 Penalty: 5433.285645
	Iteration 28Q: 3 clusters Score -8160390 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -8160637.000000 Penalty: 5433.285645
	Iteration 29Q: 3 clusters Score -8160637 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -8160866.500000 Penalty: 5433.285645
	Iteration 30Q: 3 clusters Score -8160866 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -8161123.500000 Penalty: 5433.285645
	Iteration 31Q: 3 clusters Score -8161124 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -8161338.500000 Penalty: 5433.285645
	Iteration 32Q: 3 clusters Score -8161338 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -8161508.500000 Penalty: 5433.285645
	Iteration 33Q: 3 clusters Score -8161508 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -8161683.500000 Penalty: 5433.285645
	Iteration 34Q: 3 clusters Score -8161684 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -8161791.000000 Penalty: 5433.285645
	Iteration 35Q: 3 clusters Score -8161791 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -8161878.500000 Penalty: 5433.285645
	Iteration 36Q: 3 clusters Score -8161878 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -8161995.500000 Penalty: 5433.285645
	Iteration 37Q: 3 clusters Score -8161996 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -8162079.000000 Penalty: 5433.285645
	Iteration 38Q: 3 clusters Score -8162079 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -8162124.000000 Penalty: 5433.285645
	Iteration 39Q: 3 clusters Score -8162124 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -8162168.000000 Penalty: 5433.285645
	Iteration 40F: 3 clusters Score -8162168 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -8162213.000000 Penalty: 5433.285645
	Iteration 41Q: 3 clusters Score -8162213 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -8162241.500000 Penalty: 5433.285645
	Iteration 42Q: 3 clusters Score -8162242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -8162292.000000 Penalty: 5433.285645
	Iteration 43Q: 3 clusters Score -8162292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -8162325.000000 Penalty: 5433.285645
	Iteration 44Q: 3 clusters Score -8162325 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -8162349.500000 Penalty: 5433.285645
	Iteration 45Q: 3 clusters Score -8162350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -8162382.000000 Penalty: 5433.285645
	Iteration 46Q: 3 clusters Score -8162382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -8162411.500000 Penalty: 5433.285645
	Iteration 47Q: 3 clusters Score -8162412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -8162445.000000 Penalty: 5433.285645
	Iteration 48Q: 3 clusters Score -8162445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -8162465.500000 Penalty: 5433.285645
	Iteration 49Q: 3 clusters Score -8162466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -8162485.500000 Penalty: 5433.285645
	Iteration 50Q: 3 clusters Score -8162486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -8162508.500000 Penalty: 5433.285645
	Iteration 51Q: 3 clusters Score -8162508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -8162511.500000 Penalty: 5433.285645
	Iteration 52Q: 3 clusters Score -8162512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -8162519.500000 Penalty: 5433.285645
	Iteration 53Q: 3 clusters Score -8162520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -8162532.500000 Penalty: 5433.285645
	Iteration 54Q: 3 clusters Score -8162532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -8162528.000000 Penalty: 5433.285645
	Iteration 55Q: 3 clusters Score -8162528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -8162534.000000 Penalty: 5433.285645
	Iteration 56Q: 3 clusters Score -8162534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -8162535.500000 Penalty: 5433.285645
	Iteration 57Q: 3 clusters Score -8162536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -8162535.500000 Penalty: 5433.285645
	Iteration 58Q: 3 clusters Score -8162536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -8162544.500000 Penalty: 5433.285645
	Iteration 59Q: 3 clusters Score -8162544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -8162542.500000 Penalty: 5433.285645
	Iteration 60F: 3 clusters Score -8162542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -8162539.500000 Penalty: 5433.285645
	Iteration 61Q: 3 clusters Score -8162540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -8162548.500000 Penalty: 5433.285645
	Iteration 62Q: 3 clusters Score -8162548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -8162542.500000 Penalty: 5433.285645
	Iteration 63Q: 3 clusters Score -8162542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -8162544.000000 Penalty: 5433.285645
	Iteration 64Q: 3 clusters Score -8162544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -8162548.000000 Penalty: 5433.285645
	Iteration 65Q: 3 clusters Score -8162548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -8162548.500000 Penalty: 5433.285645
	Iteration 66Q: 3 clusters Score -8162548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -8162547.500000 Penalty: 5433.285645
	Iteration 67Q: 3 clusters Score -8162548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -8162556.000000 Penalty: 5433.285645
	Iteration 68Q: 3 clusters Score -8162556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -8162556.000000 Penalty: 5433.285645
	Iteration 69F: 3 clusters Score -8162556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Entering Unmasked Estep 
Score: -13054963.000000 Penalty: 2833.029053
	Iteration 0F: 2 clusters Score -1.305496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -12994051.000000 Penalty: 5666.058105
	Iteration 0F: 3 clusters Score -1.299405e+07 nChanged 43114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -13018143.000000 Penalty: 5666.058105
	Iteration 1F: 3 clusters Score -1.301814e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -13018722.000000 Penalty: 5666.058105
	Iteration 2Q: 3 clusters Score -1.301872e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -13019259.000000 Penalty: 5666.058105
	Iteration 3Q: 3 clusters Score -1.301926e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -13019829.000000 Penalty: 5666.058105
	Iteration 4Q: 3 clusters Score -1.301983e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -13020339.000000 Penalty: 5666.058105
	Iteration 5Q: 3 clusters Score -1.302034e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -13020939.000000 Penalty: 5666.058105
	Iteration 6Q: 3 clusters Score -1.302094e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -13021599.000000 Penalty: 5666.058105
	Iteration 7Q: 3 clusters Score -1.30216e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -13022652.000000 Penalty: 5666.058105
	Iteration 8Q: 3 clusters Score -1.302265e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -13023949.000000 Penalty: 5666.058105
	Iteration 9Q: 3 clusters Score -1.302395e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -13025876.000000 Penalty: 5666.058105
	Iteration 10Q: 3 clusters Score -1.302588e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -13028907.000000 Penalty: 5666.058105
	Iteration 11F: 3 clusters Score -1.302891e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -13033053.000000 Penalty: 5666.058105
	Iteration 12F: 3 clusters Score -1.303305e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -13037127.000000 Penalty: 5666.058105
	Iteration 13F: 3 clusters Score -1.303713e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -13039448.000000 Penalty: 5666.058105
	Iteration 14Q: 3 clusters Score -1.303945e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -13040508.000000 Penalty: 5666.058105
	Iteration 15Q: 3 clusters Score -1.304051e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -13041017.000000 Penalty: 5666.058105
	Iteration 16Q: 3 clusters Score -1.304102e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -13041421.000000 Penalty: 5666.058105
	Iteration 17Q: 3 clusters Score -1.304142e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -13041844.000000 Penalty: 5666.058105
	Iteration 18Q: 3 clusters Score -1.304184e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -13042259.000000 Penalty: 5666.058105
	Iteration 19Q: 3 clusters Score -1.304226e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -13042618.000000 Penalty: 5666.058105
	Iteration 20F: 3 clusters Score -1.304262e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -13042951.000000 Penalty: 5666.058105
	Iteration 21Q: 3 clusters Score -1.304295e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -13043311.000000 Penalty: 5666.058105
	Iteration 22Q: 3 clusters Score -1.304331e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -13043614.000000 Penalty: 5666.058105
	Iteration 23Q: 3 clusters Score -1.304361e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -13044013.000000 Penalty: 5666.058105
	Iteration 24Q: 3 clusters Score -1.304401e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -13044353.000000 Penalty: 5666.058105
	Iteration 25Q: 3 clusters Score -1.304435e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 71603 members 
Entering Unmasked Estep 
Score: -13044708.000000 Penalty: 5666.058105
	Iteration 26Q: 3 clusters Score -1.304471e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 72671 members 
Entering Unmasked Estep 
Score: -13045091.000000 Penalty: 5666.058105
	Iteration 27Q: 3 clusters Score -1.304509e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -13045424.000000 Penalty: 5666.058105
	Iteration 28Q: 3 clusters Score -1.304542e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -13045792.000000 Penalty: 5666.058105
	Iteration 29Q: 3 clusters Score -1.304579e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -13046167.000000 Penalty: 5666.058105
	Iteration 30Q: 3 clusters Score -1.304617e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -13046478.000000 Penalty: 5666.058105
	Iteration 31Q: 3 clusters Score -1.304648e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -13046942.000000 Penalty: 5666.058105
	Iteration 32Q: 3 clusters Score -1.304694e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -13047312.000000 Penalty: 5666.058105
	Iteration 33Q: 3 clusters Score -1.304731e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -13047715.000000 Penalty: 5666.058105
	Iteration 34Q: 3 clusters Score -1.304772e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 81136 members 
Entering Unmasked Estep 
Score: -13048114.000000 Penalty: 5666.058105
	Iteration 35Q: 3 clusters Score -1.304811e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 82088 members 
Entering Unmasked Estep 
Score: -13048479.000000 Penalty: 5666.058105
	Iteration 36Q: 3 clusters Score -1.304848e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 82989 members 
Entering Unmasked Estep 
Score: -13048889.000000 Penalty: 5666.058105
	Iteration 37Q: 3 clusters Score -1.304889e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -13049199.000000 Penalty: 5666.058105
	Iteration 38Q: 3 clusters Score -1.30492e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -13049465.000000 Penalty: 5666.058105
	Iteration 39Q: 3 clusters Score -1.304946e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -13049762.000000 Penalty: 5666.058105
	Iteration 40F: 3 clusters Score -1.304976e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -13050094.000000 Penalty: 5666.058105
	Iteration 41Q: 3 clusters Score -1.305009e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -13050416.000000 Penalty: 5666.058105
	Iteration 42Q: 3 clusters Score -1.305042e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -13050682.000000 Penalty: 5666.058105
	Iteration 43Q: 3 clusters Score -1.305068e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -13050854.000000 Penalty: 5666.058105
	Iteration 44Q: 3 clusters Score -1.305085e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 88186 members 
Entering Unmasked Estep 
Score: -13051046.000000 Penalty: 5666.058105
	Iteration 45Q: 3 clusters Score -1.305105e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -13051281.000000 Penalty: 5666.058105
	Iteration 46Q: 3 clusters Score -1.305128e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -13051457.000000 Penalty: 5666.058105
	Iteration 47Q: 3 clusters Score -1.305146e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -13051552.000000 Penalty: 5666.058105
	Iteration 48Q: 3 clusters Score -1.305155e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -13051690.000000 Penalty: 5666.058105
	Iteration 49Q: 3 clusters Score -1.305169e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -13051782.000000 Penalty: 5666.058105
	Iteration 50Q: 3 clusters Score -1.305178e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -13051853.000000 Penalty: 5666.058105
	Iteration 51Q: 3 clusters Score -1.305185e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 89975 members 
Entering Unmasked Estep 
Score: -13051941.000000 Penalty: 5666.058105
	Iteration 52Q: 3 clusters Score -1.305194e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 90113 members 
Entering Unmasked Estep 
Score: -13052064.000000 Penalty: 5666.058105
	Iteration 53Q: 3 clusters Score -1.305206e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -13052120.000000 Penalty: 5666.058105
	Iteration 54Q: 3 clusters Score -1.305212e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -13052188.000000 Penalty: 5666.058105
	Iteration 55Q: 3 clusters Score -1.305219e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -13052245.000000 Penalty: 5666.058105
	Iteration 56Q: 3 clusters Score -1.305224e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 90443 members 
Entering Unmasked Estep 
Score: -13052258.000000 Penalty: 5666.058105
	Iteration 57Q: 3 clusters Score -1.305226e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 90497 members 
Entering Unmasked Estep 
Score: -13052298.000000 Penalty: 5666.058105
	Iteration 58Q: 3 clusters Score -1.30523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -13052309.000000 Penalty: 5666.058105
	Iteration 59Q: 3 clusters Score -1.305231e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -13052334.000000 Penalty: 5666.058105
	Iteration 60F: 3 clusters Score -1.305233e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -13052371.000000 Penalty: 5666.058105
	Iteration 61Q: 3 clusters Score -1.305237e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -13052381.000000 Penalty: 5666.058105
	Iteration 62Q: 3 clusters Score -1.305238e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -13052406.000000 Penalty: 5666.058105
	Iteration 63Q: 3 clusters Score -1.305241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 90691 members 
Entering Unmasked Estep 
Score: -13052453.000000 Penalty: 5666.058105
	Iteration 64Q: 3 clusters Score -1.305245e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -13052459.000000 Penalty: 5666.058105
	Iteration 65Q: 3 clusters Score -1.305246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 90723 members 
Entering Unmasked Estep 
Score: -13052459.000000 Penalty: 5666.058105
	Iteration 66Q: 3 clusters Score -1.305246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -13052474.000000 Penalty: 5666.058105
	Iteration 67Q: 3 clusters Score -1.305247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 90736 members 
Entering Unmasked Estep 
Score: -13052483.000000 Penalty: 5666.058105
	Iteration 68Q: 3 clusters Score -1.305248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -13052476.000000 Penalty: 5666.058105
	Iteration 69Q: 3 clusters Score -1.305248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -13052481.000000 Penalty: 5666.058105
	Iteration 70Q: 3 clusters Score -1.305248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 90740 members 
Entering Unmasked Estep 
Score: -13052477.000000 Penalty: 5666.058105
	Iteration 71Q: 3 clusters Score -1.305248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
Score: -13052483.000000 Penalty: 5666.058105
	Iteration 72Q: 3 clusters Score -1.305248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -13052483.000000 Penalty: 5666.058105
	Iteration 73Q: 3 clusters Score -1.305248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -13052483.000000 Penalty: 5666.058105
	Iteration 74Q: 3 clusters Score -1.305248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 90759 members 
Entering Unmasked Estep 
Score: -13052477.000000 Penalty: 5666.058105
	Iteration 75Q: 3 clusters Score -1.305248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 90764 members 
Entering Unmasked Estep 
Score: -13052483.000000 Penalty: 5666.058105
	Iteration 76Q: 3 clusters Score -1.305248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -13052481.000000 Penalty: 5666.058105
	Iteration 77Q: 3 clusters Score -1.305248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 90772 members 
Entering Unmasked Estep 
Score: -13052494.000000 Penalty: 5666.058105
	Iteration 78Q: 3 clusters Score -1.305249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -13052496.000000 Penalty: 5666.058105
	Iteration 79Q: 3 clusters Score -1.30525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -13052496.000000 Penalty: 5666.058105
	Iteration 80F: 3 clusters Score -1.30525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (118006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118006 members 
Entering Unmasked Estep 
Score: -16736510.000000 Penalty: 2896.265625
	Iteration 0F: 2 clusters Score -1.673651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -16659051.000000 Penalty: 5792.531250
	Iteration 0F: 3 clusters Score -1.665905e+07 nChanged 55958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -16691263.000000 Penalty: 5792.531250
	Iteration 1F: 3 clusters Score -1.669126e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -16692641.000000 Penalty: 5792.531250
	Iteration 2Q: 3 clusters Score -1.669264e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -16694505.000000 Penalty: 5792.531250
	Iteration 3Q: 3 clusters Score -1.66945e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -16697330.000000 Penalty: 5792.531250
	Iteration 4F: 3 clusters Score -1.669733e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -16701643.000000 Penalty: 5792.531250
	Iteration 5F: 3 clusters Score -1.670164e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -16707979.000000 Penalty: 5792.531250
	Iteration 6F: 3 clusters Score -1.670798e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
Score: -16715944.000000 Penalty: 5792.531250
	Iteration 7F: 3 clusters Score -1.671594e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -16723339.000000 Penalty: 5792.531250
	Iteration 8F: 3 clusters Score -1.672334e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -16727589.000000 Penalty: 5792.531250
	Iteration 9Q: 3 clusters Score -1.672759e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -16729387.000000 Penalty: 5792.531250
	Iteration 10Q: 3 clusters Score -1.672939e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 103751 members 
Entering Unmasked Estep 
Score: -16730122.000000 Penalty: 5792.531250
	Iteration 11Q: 3 clusters Score -1.673012e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 105234 members 
Entering Unmasked Estep 
Score: -16730678.000000 Penalty: 5792.531250
	Iteration 12Q: 3 clusters Score -1.673068e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -16731159.000000 Penalty: 5792.531250
	Iteration 13Q: 3 clusters Score -1.673116e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 107877 members 
Entering Unmasked Estep 
Score: -16731567.000000 Penalty: 5792.531250
	Iteration 14Q: 3 clusters Score -1.673157e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 109021 members 
Entering Unmasked Estep 
Score: -16731975.000000 Penalty: 5792.531250
	Iteration 15Q: 3 clusters Score -1.673198e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 110066 members 
Entering Unmasked Estep 
Score: -16732279.000000 Penalty: 5792.531250
	Iteration 16Q: 3 clusters Score -1.673228e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 110982 members 
Entering Unmasked Estep 
Score: -16732606.000000 Penalty: 5792.531250
	Iteration 17Q: 3 clusters Score -1.673261e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 111782 members 
Entering Unmasked Estep 
Score: -16732940.000000 Penalty: 5792.531250
	Iteration 18Q: 3 clusters Score -1.673294e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 112511 members 
Entering Unmasked Estep 
Score: -16733236.000000 Penalty: 5792.531250
	Iteration 19Q: 3 clusters Score -1.673324e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 113141 members 
Entering Unmasked Estep 
Score: -16733415.000000 Penalty: 5792.531250
	Iteration 20F: 3 clusters Score -1.673342e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 113690 members 
Entering Unmasked Estep 
Score: -16733602.000000 Penalty: 5792.531250
	Iteration 21Q: 3 clusters Score -1.67336e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -16733774.000000 Penalty: 5792.531250
	Iteration 22Q: 3 clusters Score -1.673377e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 114537 members 
Entering Unmasked Estep 
Score: -16733869.000000 Penalty: 5792.531250
	Iteration 23Q: 3 clusters Score -1.673387e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 114856 members 
Entering Unmasked Estep 
Score: -16733959.000000 Penalty: 5792.531250
	Iteration 24Q: 3 clusters Score -1.673396e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 115129 members 
Entering Unmasked Estep 
Score: -16733981.000000 Penalty: 5792.531250
	Iteration 25Q: 3 clusters Score -1.673398e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 115359 members 
Entering Unmasked Estep 
Score: -16734035.000000 Penalty: 5792.531250
	Iteration 26Q: 3 clusters Score -1.673404e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 115568 members 
Entering Unmasked Estep 
Score: -16734085.000000 Penalty: 5792.531250
	Iteration 27Q: 3 clusters Score -1.673408e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 115766 members 
Entering Unmasked Estep 
Score: -16734169.000000 Penalty: 5792.531250
	Iteration 28Q: 3 clusters Score -1.673417e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -16734183.000000 Penalty: 5792.531250
	Iteration 29Q: 3 clusters Score -1.673418e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 116060 members 
Entering Unmasked Estep 
Score: -16734200.000000 Penalty: 5792.531250
	Iteration 30Q: 3 clusters Score -1.67342e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 116158 members 
Entering Unmasked Estep 
Score: -16734215.000000 Penalty: 5792.531250
	Iteration 31Q: 3 clusters Score -1.673422e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 116239 members 
Entering Unmasked Estep 
Score: -16734246.000000 Penalty: 5792.531250
	Iteration 32Q: 3 clusters Score -1.673425e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -16734271.000000 Penalty: 5792.531250
	Iteration 33Q: 3 clusters Score -1.673427e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 116369 members 
Entering Unmasked Estep 
Score: -16734276.000000 Penalty: 5792.531250
	Iteration 34Q: 3 clusters Score -1.673428e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 116419 members 
Entering Unmasked Estep 
Score: -16734284.000000 Penalty: 5792.531250
	Iteration 35Q: 3 clusters Score -1.673428e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 116463 members 
Entering Unmasked Estep 
Score: -16734299.000000 Penalty: 5792.531250
	Iteration 36Q: 3 clusters Score -1.67343e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -16734294.000000 Penalty: 5792.531250
	Iteration 37Q: 3 clusters Score -1.673429e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 116532 members 
Entering Unmasked Estep 
Score: -16734302.000000 Penalty: 5792.531250
	Iteration 38Q: 3 clusters Score -1.67343e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 116560 members 
Entering Unmasked Estep 
Score: -16734286.000000 Penalty: 5792.531250
	Iteration 39Q: 3 clusters Score -1.673429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 116577 members 
Entering Unmasked Estep 
Score: -16734289.000000 Penalty: 5792.531250
	Iteration 40F: 3 clusters Score -1.673429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 116602 members 
Entering Unmasked Estep 
Score: -16734289.000000 Penalty: 5792.531250
	Iteration 41Q: 3 clusters Score -1.673429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 116618 members 
Entering Unmasked Estep 
Score: -16734278.000000 Penalty: 5792.531250
	Iteration 42Q: 3 clusters Score -1.673428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 116635 members 
Entering Unmasked Estep 
Score: -16734289.000000 Penalty: 5792.531250
	Iteration 43Q: 3 clusters Score -1.673429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 116652 members 
Entering Unmasked Estep 
Score: -16734292.000000 Penalty: 5792.531250
	Iteration 44Q: 3 clusters Score -1.673429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 116666 members 
Entering Unmasked Estep 
Score: -16734286.000000 Penalty: 5792.531250
	Iteration 45Q: 3 clusters Score -1.673429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 116673 members 
Entering Unmasked Estep 
Score: -16734289.000000 Penalty: 5792.531250
	Iteration 46Q: 3 clusters Score -1.673429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 116675 members 
Entering Unmasked Estep 
Score: -16734287.000000 Penalty: 5792.531250
	Iteration 47Q: 3 clusters Score -1.673429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 116676 members 
Entering Unmasked Estep 
Score: -16734288.000000 Penalty: 5792.531250
	Iteration 48Q: 3 clusters Score -1.673429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 116676 members 
Entering Unmasked Estep 
Score: -16734288.000000 Penalty: 5792.531250
	Iteration 49F: 3 clusters Score -1.673429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93964 members 
Entering Unmasked Estep 
Score: -13364857.000000 Penalty: 2839.765625
	Iteration 0F: 2 clusters Score -1.336486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -13302190.000000 Penalty: 5679.531250
	Iteration 0F: 3 clusters Score -1.330219e+07 nChanged 44317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -13328318.000000 Penalty: 5679.531250
	Iteration 1F: 3 clusters Score -1.332832e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -13329353.000000 Penalty: 5679.531250
	Iteration 2Q: 3 clusters Score -1.332935e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -13330607.000000 Penalty: 5679.531250
	Iteration 3Q: 3 clusters Score -1.333061e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -13332162.000000 Penalty: 5679.531250
	Iteration 4Q: 3 clusters Score -1.333216e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -13334202.000000 Penalty: 5679.531250
	Iteration 5Q: 3 clusters Score -1.33342e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -13336932.000000 Penalty: 5679.531250
	Iteration 6F: 3 clusters Score -1.333693e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -13340502.000000 Penalty: 5679.531250
	Iteration 7F: 3 clusters Score -1.33405e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -13344436.000000 Penalty: 5679.531250
	Iteration 8F: 3 clusters Score -1.334444e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -13347245.000000 Penalty: 5679.531250
	Iteration 9F: 3 clusters Score -1.334724e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -13348657.000000 Penalty: 5679.531250
	Iteration 10Q: 3 clusters Score -1.334866e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -13349235.000000 Penalty: 5679.531250
	Iteration 11Q: 3 clusters Score -1.334924e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -13349500.000000 Penalty: 5679.531250
	Iteration 12Q: 3 clusters Score -1.33495e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -13349702.000000 Penalty: 5679.531250
	Iteration 13Q: 3 clusters Score -1.33497e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -13349879.000000 Penalty: 5679.531250
	Iteration 14Q: 3 clusters Score -1.334988e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -13350057.000000 Penalty: 5679.531250
	Iteration 15Q: 3 clusters Score -1.335006e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -13350198.000000 Penalty: 5679.531250
	Iteration 16Q: 3 clusters Score -1.33502e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -13350479.000000 Penalty: 5679.531250
	Iteration 17Q: 3 clusters Score -1.335048e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -13350696.000000 Penalty: 5679.531250
	Iteration 18Q: 3 clusters Score -1.33507e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -13350848.000000 Penalty: 5679.531250
	Iteration 19Q: 3 clusters Score -1.335085e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -13351156.000000 Penalty: 5679.531250
	Iteration 20F: 3 clusters Score -1.335116e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -13351495.000000 Penalty: 5679.531250
	Iteration 21Q: 3 clusters Score -1.33515e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -13351816.000000 Penalty: 5679.531250
	Iteration 22Q: 3 clusters Score -1.335182e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -13352135.000000 Penalty: 5679.531250
	Iteration 23Q: 3 clusters Score -1.335214e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -13352522.000000 Penalty: 5679.531250
	Iteration 24Q: 3 clusters Score -1.335252e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -13352925.000000 Penalty: 5679.531250
	Iteration 25Q: 3 clusters Score -1.335292e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -13353342.000000 Penalty: 5679.531250
	Iteration 26Q: 3 clusters Score -1.335334e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -13353780.000000 Penalty: 5679.531250
	Iteration 27Q: 3 clusters Score -1.335378e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -13354295.000000 Penalty: 5679.531250
	Iteration 28Q: 3 clusters Score -1.33543e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -13354801.000000 Penalty: 5679.531250
	Iteration 29Q: 3 clusters Score -1.33548e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -13355341.000000 Penalty: 5679.531250
	Iteration 30Q: 3 clusters Score -1.335534e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 72979 members 
Entering Unmasked Estep 
Score: -13355867.000000 Penalty: 5679.531250
	Iteration 31Q: 3 clusters Score -1.335587e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -13356329.000000 Penalty: 5679.531250
	Iteration 32Q: 3 clusters Score -1.335633e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -13356816.000000 Penalty: 5679.531250
	Iteration 33Q: 3 clusters Score -1.335682e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 77270 members 
Entering Unmasked Estep 
Score: -13357279.000000 Penalty: 5679.531250
	Iteration 34Q: 3 clusters Score -1.335728e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 78643 members 
Entering Unmasked Estep 
Score: -13357801.000000 Penalty: 5679.531250
	Iteration 35Q: 3 clusters Score -1.33578e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -13358311.000000 Penalty: 5679.531250
	Iteration 36Q: 3 clusters Score -1.335831e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -13358738.000000 Penalty: 5679.531250
	Iteration 37Q: 3 clusters Score -1.335874e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -13359161.000000 Penalty: 5679.531250
	Iteration 38Q: 3 clusters Score -1.335916e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -13359558.000000 Penalty: 5679.531250
	Iteration 39Q: 3 clusters Score -1.335956e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -13359963.000000 Penalty: 5679.531250
	Iteration 40F: 3 clusters Score -1.335996e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -13360325.000000 Penalty: 5679.531250
	Iteration 41Q: 3 clusters Score -1.336032e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -13360712.000000 Penalty: 5679.531250
	Iteration 42Q: 3 clusters Score -1.336071e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 87218 members 
Entering Unmasked Estep 
Score: -13360993.000000 Penalty: 5679.531250
	Iteration 43Q: 3 clusters Score -1.336099e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 87911 members 
Entering Unmasked Estep 
Score: -13361276.000000 Penalty: 5679.531250
	Iteration 44Q: 3 clusters Score -1.336128e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -13361429.000000 Penalty: 5679.531250
	Iteration 45Q: 3 clusters Score -1.336143e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -13361609.000000 Penalty: 5679.531250
	Iteration 46Q: 3 clusters Score -1.336161e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -13361771.000000 Penalty: 5679.531250
	Iteration 47Q: 3 clusters Score -1.336177e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -13361906.000000 Penalty: 5679.531250
	Iteration 48Q: 3 clusters Score -1.336191e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -13361960.000000 Penalty: 5679.531250
	Iteration 49Q: 3 clusters Score -1.336196e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -13362005.000000 Penalty: 5679.531250
	Iteration 50Q: 3 clusters Score -1.3362e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 90495 members 
Entering Unmasked Estep 
Score: -13362063.000000 Penalty: 5679.531250
	Iteration 51Q: 3 clusters Score -1.336206e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -13362135.000000 Penalty: 5679.531250
	Iteration 52Q: 3 clusters Score -1.336214e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -13362192.000000 Penalty: 5679.531250
	Iteration 53Q: 3 clusters Score -1.336219e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -13362213.000000 Penalty: 5679.531250
	Iteration 54Q: 3 clusters Score -1.336221e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 91128 members 
Entering Unmasked Estep 
Score: -13362253.000000 Penalty: 5679.531250
	Iteration 55Q: 3 clusters Score -1.336225e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -13362309.000000 Penalty: 5679.531250
	Iteration 56Q: 3 clusters Score -1.336231e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -13362356.000000 Penalty: 5679.531250
	Iteration 57Q: 3 clusters Score -1.336236e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -13362403.000000 Penalty: 5679.531250
	Iteration 58Q: 3 clusters Score -1.33624e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 91599 members 
Entering Unmasked Estep 
Score: -13362419.000000 Penalty: 5679.531250
	Iteration 59Q: 3 clusters Score -1.336242e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -13362423.000000 Penalty: 5679.531250
	Iteration 60F: 3 clusters Score -1.336242e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 91742 members 
Entering Unmasked Estep 
Score: -13362439.000000 Penalty: 5679.531250
	Iteration 61Q: 3 clusters Score -1.336244e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -13362470.000000 Penalty: 5679.531250
	Iteration 62Q: 3 clusters Score -1.336247e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 91839 members 
Entering Unmasked Estep 
Score: -13362513.000000 Penalty: 5679.531250
	Iteration 63Q: 3 clusters Score -1.336251e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 91886 members 
Entering Unmasked Estep 
Score: -13362551.000000 Penalty: 5679.531250
	Iteration 64Q: 3 clusters Score -1.336255e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -13362555.000000 Penalty: 5679.531250
	Iteration 65Q: 3 clusters Score -1.336256e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -13362555.000000 Penalty: 5679.531250
	Iteration 66Q: 3 clusters Score -1.336256e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -13362576.000000 Penalty: 5679.531250
	Iteration 67Q: 3 clusters Score -1.336258e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -13362591.000000 Penalty: 5679.531250
	Iteration 68Q: 3 clusters Score -1.336259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 92077 members 
Entering Unmasked Estep 
Score: -13362587.000000 Penalty: 5679.531250
	Iteration 69Q: 3 clusters Score -1.336259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -13362588.000000 Penalty: 5679.531250
	Iteration 70Q: 3 clusters Score -1.336259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 92124 members 
Entering Unmasked Estep 
Score: -13362614.000000 Penalty: 5679.531250
	Iteration 71Q: 3 clusters Score -1.336261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -13362602.000000 Penalty: 5679.531250
	Iteration 72Q: 3 clusters Score -1.33626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -13362610.000000 Penalty: 5679.531250
	Iteration 73Q: 3 clusters Score -1.336261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 92174 members 
Entering Unmasked Estep 
Score: -13362605.000000 Penalty: 5679.531250
	Iteration 74Q: 3 clusters Score -1.33626e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -13362606.000000 Penalty: 5679.531250
	Iteration 75Q: 3 clusters Score -1.336261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -13362616.000000 Penalty: 5679.531250
	Iteration 76Q: 3 clusters Score -1.336262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -13362616.000000 Penalty: 5679.531250
	Iteration 77Q: 3 clusters Score -1.336262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 92234 members 
Entering Unmasked Estep 
Score: -13362628.000000 Penalty: 5679.531250
	Iteration 78Q: 3 clusters Score -1.336263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 92245 members 
Entering Unmasked Estep 
Score: -13362639.000000 Penalty: 5679.531250
	Iteration 79Q: 3 clusters Score -1.336264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 92258 members 
Entering Unmasked Estep 
Score: -13362654.000000 Penalty: 5679.531250
	Iteration 80F: 3 clusters Score -1.336265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 92271 members 
Entering Unmasked Estep 
Score: -13362656.000000 Penalty: 5679.531250
	Iteration 81Q: 3 clusters Score -1.336266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -13362650.000000 Penalty: 5679.531250
	Iteration 82Q: 3 clusters Score -1.336265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 92289 members 
Entering Unmasked Estep 
Score: -13362659.000000 Penalty: 5679.531250
	Iteration 83Q: 3 clusters Score -1.336266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 92295 members 
Entering Unmasked Estep 
Score: -13362650.000000 Penalty: 5679.531250
	Iteration 84Q: 3 clusters Score -1.336265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -13362661.000000 Penalty: 5679.531250
	Iteration 85Q: 3 clusters Score -1.336266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 92309 members 
Entering Unmasked Estep 
Score: -13362670.000000 Penalty: 5679.531250
	Iteration 86Q: 3 clusters Score -1.336267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 92318 members 
Entering Unmasked Estep 
Score: -13362669.000000 Penalty: 5679.531250
	Iteration 87Q: 3 clusters Score -1.336267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 92325 members 
Entering Unmasked Estep 
Score: -13362675.000000 Penalty: 5679.531250
	Iteration 88Q: 3 clusters Score -1.336268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -13362681.000000 Penalty: 5679.531250
	Iteration 89Q: 3 clusters Score -1.336268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 92334 members 
Entering Unmasked Estep 
Score: -13362684.000000 Penalty: 5679.531250
	Iteration 90Q: 3 clusters Score -1.336268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -13362676.000000 Penalty: 5679.531250
	Iteration 91Q: 3 clusters Score -1.336268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 92343 members 
Entering Unmasked Estep 
Score: -13362686.000000 Penalty: 5679.531250
	Iteration 92Q: 3 clusters Score -1.336269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 92349 members 
Entering Unmasked Estep 
Score: -13362676.000000 Penalty: 5679.531250
	Iteration 93Q: 3 clusters Score -1.336268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -13362694.000000 Penalty: 5679.531250
	Iteration 94Q: 3 clusters Score -1.336269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -13362690.000000 Penalty: 5679.531250
	Iteration 95Q: 3 clusters Score -1.336269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -13362696.000000 Penalty: 5679.531250
	Iteration 96Q: 3 clusters Score -1.33627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -13362698.000000 Penalty: 5679.531250
	Iteration 97Q: 3 clusters Score -1.33627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -13362695.000000 Penalty: 5679.531250
	Iteration 98Q: 3 clusters Score -1.33627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -13362689.000000 Penalty: 5679.531250
	Iteration 99Q: 3 clusters Score -1.336269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -13362688.000000 Penalty: 5679.531250
	Iteration 100F: 3 clusters Score -1.336269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -13362681.000000 Penalty: 5679.531250
	Iteration 101Q: 3 clusters Score -1.336268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -13362683.000000 Penalty: 5679.531250
	Iteration 102Q: 3 clusters Score -1.336268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -13362683.000000 Penalty: 5679.531250
	Iteration 103F: 3 clusters Score -1.336268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -504653.937500 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -504653.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -501000.875000 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -501000.9 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -501727.343750 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -501727.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -501896.031250 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -501896 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -502015.062500 Penalty: 4060.762451
	Iteration 3F: 3 clusters Score -502015.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -502100.281250 Penalty: 4060.762451
	Iteration 4Q: 3 clusters Score -502100.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -502159.093750 Penalty: 4060.762451
	Iteration 5Q: 3 clusters Score -502159.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -502223.281250 Penalty: 4060.762451
	Iteration 6Q: 3 clusters Score -502223.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -502331.812500 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -502331.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -502479.343750 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -502479.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -502588.125000 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -502588.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -502658.656250 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -502658.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -502723.718750 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -502723.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -502787.218750 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -502787.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -502846.062500 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -502846.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -502897.687500 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -502897.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -502963.031250 Penalty: 4060.762451
	Iteration 15Q: 3 clusters Score -502963 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -503036.531250 Penalty: 4060.762451
	Iteration 16Q: 3 clusters Score -503036.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -503118.937500 Penalty: 4060.762451
	Iteration 17Q: 3 clusters Score -503118.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -503196.375000 Penalty: 4060.762451
	Iteration 18Q: 3 clusters Score -503196.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -503274.187500 Penalty: 4060.762451
	Iteration 19Q: 3 clusters Score -503274.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -503370.937500 Penalty: 4060.762451
	Iteration 20F: 3 clusters Score -503370.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -503468.937500 Penalty: 4060.762451
	Iteration 21Q: 3 clusters Score -503468.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -503562.843750 Penalty: 4060.762451
	Iteration 22Q: 3 clusters Score -503562.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -503662.937500 Penalty: 4060.762451
	Iteration 23Q: 3 clusters Score -503662.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -503739.875000 Penalty: 4060.762451
	Iteration 24Q: 3 clusters Score -503739.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -503798.500000 Penalty: 4060.762451
	Iteration 25Q: 3 clusters Score -503798.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -503865.312500 Penalty: 4060.762451
	Iteration 26Q: 3 clusters Score -503865.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -503945.218750 Penalty: 4060.762451
	Iteration 27Q: 3 clusters Score -503945.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -504035.187500 Penalty: 4060.762451
	Iteration 28Q: 3 clusters Score -504035.2 nChanged 42
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: -504108.187500 Penalty: 4060.762451
	Iteration 29Q: 3 clusters Score -504108.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -504164.625000 Penalty: 4060.762451
	Iteration 30Q: 3 clusters Score -504164.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -504207.968750 Penalty: 4060.762451
	Iteration 31Q: 3 clusters Score -504208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -504264.843750 Penalty: 4060.762451
	Iteration 32Q: 3 clusters Score -504264.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -504316.906250 Penalty: 4060.762451
	Iteration 33Q: 3 clusters Score -504316.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -504356.812500 Penalty: 4060.762451
	Iteration 34Q: 3 clusters Score -504356.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -504385.156250 Penalty: 4060.762451
	Iteration 35Q: 3 clusters Score -504385.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -504399.062500 Penalty: 4060.762451
	Iteration 36Q: 3 clusters Score -504399.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -504404.875000 Penalty: 4060.762451
	Iteration 37Q: 3 clusters Score -504404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -504407.906250 Penalty: 4060.762451
	Iteration 38Q: 3 clusters Score -504407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -504408.468750 Penalty: 4060.762451
	Iteration 39Q: 3 clusters Score -504408.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -504409.625000 Penalty: 4060.762451
	Iteration 40F: 3 clusters Score -504409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -504410.218750 Penalty: 4060.762451
	Iteration 41Q: 3 clusters Score -504410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -504411.968750 Penalty: 4060.762451
	Iteration 42Q: 3 clusters Score -504412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -504413.375000 Penalty: 4060.762451
	Iteration 43Q: 3 clusters Score -504413.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -504413.375000 Penalty: 4060.762451
	Iteration 44F: 3 clusters Score -504413.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -61457.113281 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -61457.11 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: -60054.597656 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -60054.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60344.566406 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -60344.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60641.949219 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -60641.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60916.285156 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -60916.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -61264.683594 Penalty: 3099.987793
	Iteration 4F: 3 clusters Score -61264.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -61511.890625 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -61511.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -61732.523438 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -61732.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -61856.503906 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -61856.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -61860.562500 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -61860.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61872.558594 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -61872.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61897.210938 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -61897.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61938.808594 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -61938.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -62127.851562 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -62127.85 nChanged 5
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: -62330.222656 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -62330.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62343.609375 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -62343.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62343.609375 Penalty: 3099.987793
	Iteration 15F: 3 clusters Score -62343.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123373 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91446 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 335 members 
Mstep: Class 10 contains 154619 members 
Mstep: Class 11 contains 18593 members 
Mstep: Class 12 contains 77215 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 183 members 
Entering Unmasked Estep 
Score: -147045328.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147046400.000000 to -147045328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (154619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154619 members 
Entering Unmasked Estep 
Score: -21740946.000000 Penalty: 2963.282227
	Iteration 0F: 2 clusters Score -2.174095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77447 members 
Mstep: Class 2 contains 77172 members 
Entering Unmasked Estep 
Score: -21640156.000000 Penalty: 5926.564453
	Iteration 0F: 3 clusters Score -2.164016e+07 nChanged 73944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -21682422.000000 Penalty: 5926.564453
	Iteration 1F: 3 clusters Score -2.168242e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 75127 members 
Entering Unmasked Estep 
Score: -21683532.000000 Penalty: 5926.564453
	Iteration 2Q: 3 clusters Score -2.168353e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -21684770.000000 Penalty: 5926.564453
	Iteration 3Q: 3 clusters Score -2.168477e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -21686440.000000 Penalty: 5926.564453
	Iteration 4Q: 3 clusters Score -2.168644e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -21688584.000000 Penalty: 5926.564453
	Iteration 5Q: 3 clusters Score -2.168858e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -21691584.000000 Penalty: 5926.564453
	Iteration 6Q: 3 clusters Score -2.169158e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -21695552.000000 Penalty: 5926.564453
	Iteration 7Q: 3 clusters Score -2.169555e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94406 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -21700818.000000 Penalty: 5926.564453
	Iteration 8F: 3 clusters Score -2.170082e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -21707278.000000 Penalty: 5926.564453
	Iteration 9F: 3 clusters Score -2.170728e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103733 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -21713068.000000 Penalty: 5926.564453
	Iteration 10F: 3 clusters Score -2.171307e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -21717524.000000 Penalty: 5926.564453
	Iteration 11F: 3 clusters Score -2.171752e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110050 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -21720354.000000 Penalty: 5926.564453
	Iteration 12Q: 3 clusters Score -2.172035e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112412 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -21722024.000000 Penalty: 5926.564453
	Iteration 13Q: 3 clusters Score -2.172202e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114499 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -21722864.000000 Penalty: 5926.564453
	Iteration 14Q: 3 clusters Score -2.172286e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -21723434.000000 Penalty: 5926.564453
	Iteration 15Q: 3 clusters Score -2.172343e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118360 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -21724184.000000 Penalty: 5926.564453
	Iteration 16Q: 3 clusters Score -2.172418e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120241 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -21724838.000000 Penalty: 5926.564453
	Iteration 17Q: 3 clusters Score -2.172484e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122132 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -21725470.000000 Penalty: 5926.564453
	Iteration 18Q: 3 clusters Score -2.172547e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -21726426.000000 Penalty: 5926.564453
	Iteration 19Q: 3 clusters Score -2.172643e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126081 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -21727072.000000 Penalty: 5926.564453
	Iteration 20F: 3 clusters Score -2.172707e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127986 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -21727934.000000 Penalty: 5926.564453
	Iteration 21Q: 3 clusters Score -2.172793e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129901 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -21728688.000000 Penalty: 5926.564453
	Iteration 22Q: 3 clusters Score -2.172869e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131747 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -21729472.000000 Penalty: 5926.564453
	Iteration 23Q: 3 clusters Score -2.172947e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133548 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -21730168.000000 Penalty: 5926.564453
	Iteration 24Q: 3 clusters Score -2.173017e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135293 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -21730860.000000 Penalty: 5926.564453
	Iteration 25Q: 3 clusters Score -2.173086e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137015 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -21731530.000000 Penalty: 5926.564453
	Iteration 26Q: 3 clusters Score -2.173153e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138686 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -21732290.000000 Penalty: 5926.564453
	Iteration 27Q: 3 clusters Score -2.173229e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140304 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -21732980.000000 Penalty: 5926.564453
	Iteration 28Q: 3 clusters Score -2.173298e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141773 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -21733640.000000 Penalty: 5926.564453
	Iteration 29Q: 3 clusters Score -2.173364e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143151 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -21734234.000000 Penalty: 5926.564453
	Iteration 30Q: 3 clusters Score -2.173423e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144389 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -21734840.000000 Penalty: 5926.564453
	Iteration 31Q: 3 clusters Score -2.173484e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145520 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -21735384.000000 Penalty: 5926.564453
	Iteration 32Q: 3 clusters Score -2.173538e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146540 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -21735820.000000 Penalty: 5926.564453
	Iteration 33Q: 3 clusters Score -2.173582e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147408 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -21736090.000000 Penalty: 5926.564453
	Iteration 34Q: 3 clusters Score -2.173609e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148113 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -21736368.000000 Penalty: 5926.564453
	Iteration 35Q: 3 clusters Score -2.173637e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148751 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -21736662.000000 Penalty: 5926.564453
	Iteration 36Q: 3 clusters Score -2.173666e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149311 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -21736792.000000 Penalty: 5926.564453
	Iteration 37Q: 3 clusters Score -2.173679e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149770 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -21737022.000000 Penalty: 5926.564453
	Iteration 38Q: 3 clusters Score -2.173702e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150179 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -21737228.000000 Penalty: 5926.564453
	Iteration 39Q: 3 clusters Score -2.173723e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150554 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -21737442.000000 Penalty: 5926.564453
	Iteration 40F: 3 clusters Score -2.173744e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150898 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -21737588.000000 Penalty: 5926.564453
	Iteration 41Q: 3 clusters Score -2.173759e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151212 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -21737650.000000 Penalty: 5926.564453
	Iteration 42Q: 3 clusters Score -2.173765e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151508 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -21737750.000000 Penalty: 5926.564453
	Iteration 43Q: 3 clusters Score -2.173775e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151767 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -21737904.000000 Penalty: 5926.564453
	Iteration 44Q: 3 clusters Score -2.17379e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152010 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -21737988.000000 Penalty: 5926.564453
	Iteration 45Q: 3 clusters Score -2.173799e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152202 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -21738066.000000 Penalty: 5926.564453
	Iteration 46Q: 3 clusters Score -2.173807e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152320 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -21738108.000000 Penalty: 5926.564453
	Iteration 47Q: 3 clusters Score -2.173811e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152428 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -21738158.000000 Penalty: 5926.564453
	Iteration 48Q: 3 clusters Score -2.173816e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -21738196.000000 Penalty: 5926.564453
	Iteration 49Q: 3 clusters Score -2.17382e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152564 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -21738214.000000 Penalty: 5926.564453
	Iteration 50Q: 3 clusters Score -2.173821e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152610 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -21738252.000000 Penalty: 5926.564453
	Iteration 51Q: 3 clusters Score -2.173825e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152654 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -21738276.000000 Penalty: 5926.564453
	Iteration 52Q: 3 clusters Score -2.173828e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -21738316.000000 Penalty: 5926.564453
	Iteration 53Q: 3 clusters Score -2.173832e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152740 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -21738338.000000 Penalty: 5926.564453
	Iteration 54Q: 3 clusters Score -2.173834e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152776 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -21738344.000000 Penalty: 5926.564453
	Iteration 55Q: 3 clusters Score -2.173834e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152803 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -21738358.000000 Penalty: 5926.564453
	Iteration 56Q: 3 clusters Score -2.173836e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152826 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -21738378.000000 Penalty: 5926.564453
	Iteration 57Q: 3 clusters Score -2.173838e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152848 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -21738398.000000 Penalty: 5926.564453
	Iteration 58Q: 3 clusters Score -2.17384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152867 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -21738412.000000 Penalty: 5926.564453
	Iteration 59Q: 3 clusters Score -2.173841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152889 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -21738432.000000 Penalty: 5926.564453
	Iteration 60F: 3 clusters Score -2.173843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152903 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -21738428.000000 Penalty: 5926.564453
	Iteration 61Q: 3 clusters Score -2.173843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152917 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -21738428.000000 Penalty: 5926.564453
	Iteration 62Q: 3 clusters Score -2.173843e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152934 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -21738434.000000 Penalty: 5926.564453
	Iteration 63Q: 3 clusters Score -2.173843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152948 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -21738450.000000 Penalty: 5926.564453
	Iteration 64Q: 3 clusters Score -2.173845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -21738442.000000 Penalty: 5926.564453
	Iteration 65Q: 3 clusters Score -2.173844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152971 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -21738458.000000 Penalty: 5926.564453
	Iteration 66Q: 3 clusters Score -2.173846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152983 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -21738460.000000 Penalty: 5926.564453
	Iteration 67Q: 3 clusters Score -2.173846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -21738462.000000 Penalty: 5926.564453
	Iteration 68Q: 3 clusters Score -2.173846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153005 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -21738472.000000 Penalty: 5926.564453
	Iteration 69Q: 3 clusters Score -2.173847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153013 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -21738474.000000 Penalty: 5926.564453
	Iteration 70Q: 3 clusters Score -2.173847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153022 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -21738492.000000 Penalty: 5926.564453
	Iteration 71Q: 3 clusters Score -2.173849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153027 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -21738490.000000 Penalty: 5926.564453
	Iteration 72Q: 3 clusters Score -2.173849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153036 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -21738482.000000 Penalty: 5926.564453
	Iteration 73Q: 3 clusters Score -2.173848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153040 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -21738474.000000 Penalty: 5926.564453
	Iteration 74Q: 3 clusters Score -2.173847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153044 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -21738470.000000 Penalty: 5926.564453
	Iteration 75Q: 3 clusters Score -2.173847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153047 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -21738474.000000 Penalty: 5926.564453
	Iteration 76Q: 3 clusters Score -2.173847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153053 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -21738480.000000 Penalty: 5926.564453
	Iteration 77Q: 3 clusters Score -2.173848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153061 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -21738480.000000 Penalty: 5926.564453
	Iteration 78Q: 3 clusters Score -2.173848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153067 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -21738484.000000 Penalty: 5926.564453
	Iteration 79Q: 3 clusters Score -2.173848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153076 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -21738494.000000 Penalty: 5926.564453
	Iteration 80F: 3 clusters Score -2.173849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153088 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -21738518.000000 Penalty: 5926.564453
	Iteration 81Q: 3 clusters Score -2.173852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153097 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -21738528.000000 Penalty: 5926.564453
	Iteration 82Q: 3 clusters Score -2.173853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153106 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -21738518.000000 Penalty: 5926.564453
	Iteration 83Q: 3 clusters Score -2.173852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153109 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -21738522.000000 Penalty: 5926.564453
	Iteration 84Q: 3 clusters Score -2.173852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153113 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -21738520.000000 Penalty: 5926.564453
	Iteration 85Q: 3 clusters Score -2.173852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153113 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -21738520.000000 Penalty: 5926.564453
	Iteration 86F: 3 clusters Score -2.173852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Entering Unmasked Estep 
Score: -2646757.750000 Penalty: 2437.974121
	Iteration 0F: 2 clusters Score -2646758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2633455.500000 Penalty: 4875.948242
	Iteration 0F: 3 clusters Score -2633456 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2637925.500000 Penalty: 4875.948242
	Iteration 1F: 3 clusters Score -2637926 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2638362.250000 Penalty: 4875.948242
	Iteration 2F: 3 clusters Score -2638362 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2638671.000000 Penalty: 4875.948242
	Iteration 3Q: 3 clusters Score -2638671 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2638926.750000 Penalty: 4875.948242
	Iteration 4Q: 3 clusters Score -2638927 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2639145.750000 Penalty: 4875.948242
	Iteration 5Q: 3 clusters Score -2639146 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2639305.750000 Penalty: 4875.948242
	Iteration 6Q: 3 clusters Score -2639306 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2639471.000000 Penalty: 4875.948242
	Iteration 7Q: 3 clusters Score -2639471 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2639594.250000 Penalty: 4875.948242
	Iteration 8Q: 3 clusters Score -2639594 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2639709.250000 Penalty: 4875.948242
	Iteration 9Q: 3 clusters Score -2639709 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2639785.250000 Penalty: 4875.948242
	Iteration 10Q: 3 clusters Score -2639785 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2639899.250000 Penalty: 4875.948242
	Iteration 11Q: 3 clusters Score -2639899 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2639995.000000 Penalty: 4875.948242
	Iteration 12Q: 3 clusters Score -2639995 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2640075.500000 Penalty: 4875.948242
	Iteration 13Q: 3 clusters Score -2640076 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2640157.000000 Penalty: 4875.948242
	Iteration 14Q: 3 clusters Score -2640157 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2640228.250000 Penalty: 4875.948242
	Iteration 15Q: 3 clusters Score -2640228 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2640307.750000 Penalty: 4875.948242
	Iteration 16Q: 3 clusters Score -2640308 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2640425.250000 Penalty: 4875.948242
	Iteration 17Q: 3 clusters Score -2640425 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2640577.500000 Penalty: 4875.948242
	Iteration 18Q: 3 clusters Score -2640578 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2640799.000000 Penalty: 4875.948242
	Iteration 19Q: 3 clusters Score -2640799 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2641103.500000 Penalty: 4875.948242
	Iteration 20F: 3 clusters Score -2641104 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2641522.500000 Penalty: 4875.948242
	Iteration 21Q: 3 clusters Score -2641522 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2642141.250000 Penalty: 4875.948242
	Iteration 22Q: 3 clusters Score -2642141 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2642812.000000 Penalty: 4875.948242
	Iteration 23Q: 3 clusters Score -2642812 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2643312.000000 Penalty: 4875.948242
	Iteration 24Q: 3 clusters Score -2643312 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2643622.500000 Penalty: 4875.948242
	Iteration 25Q: 3 clusters Score -2643622 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2643847.250000 Penalty: 4875.948242
	Iteration 26Q: 3 clusters Score -2643847 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2644005.250000 Penalty: 4875.948242
	Iteration 27Q: 3 clusters Score -2644005 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2644111.250000 Penalty: 4875.948242
	Iteration 28Q: 3 clusters Score -2644111 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2644211.750000 Penalty: 4875.948242
	Iteration 29Q: 3 clusters Score -2644212 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2644293.000000 Penalty: 4875.948242
	Iteration 30Q: 3 clusters Score -2644293 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2644364.500000 Penalty: 4875.948242
	Iteration 31Q: 3 clusters Score -2644364 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2644448.500000 Penalty: 4875.948242
	Iteration 32Q: 3 clusters Score -2644448 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2644505.500000 Penalty: 4875.948242
	Iteration 33Q: 3 clusters Score -2644506 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2644553.500000 Penalty: 4875.948242
	Iteration 34Q: 3 clusters Score -2644554 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2644584.000000 Penalty: 4875.948242
	Iteration 35Q: 3 clusters Score -2644584 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2644615.750000 Penalty: 4875.948242
	Iteration 36Q: 3 clusters Score -2644616 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2644636.250000 Penalty: 4875.948242
	Iteration 37Q: 3 clusters Score -2644636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2644666.750000 Penalty: 4875.948242
	Iteration 38Q: 3 clusters Score -2644667 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2644684.250000 Penalty: 4875.948242
	Iteration 39Q: 3 clusters Score -2644684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2644703.250000 Penalty: 4875.948242
	Iteration 40F: 3 clusters Score -2644703 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2644718.000000 Penalty: 4875.948242
	Iteration 41Q: 3 clusters Score -2644718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2644747.750000 Penalty: 4875.948242
	Iteration 42Q: 3 clusters Score -2644748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2644766.250000 Penalty: 4875.948242
	Iteration 43Q: 3 clusters Score -2644766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2644780.250000 Penalty: 4875.948242
	Iteration 44Q: 3 clusters Score -2644780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2644795.750000 Penalty: 4875.948242
	Iteration 45Q: 3 clusters Score -2644796 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2644804.500000 Penalty: 4875.948242
	Iteration 46Q: 3 clusters Score -2644804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2644831.000000 Penalty: 4875.948242
	Iteration 47Q: 3 clusters Score -2644831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2644843.750000 Penalty: 4875.948242
	Iteration 48Q: 3 clusters Score -2644844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2644867.000000 Penalty: 4875.948242
	Iteration 49Q: 3 clusters Score -2644867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2644879.500000 Penalty: 4875.948242
	Iteration 50Q: 3 clusters Score -2644880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2644884.750000 Penalty: 4875.948242
	Iteration 51Q: 3 clusters Score -2644885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2644902.250000 Penalty: 4875.948242
	Iteration 52Q: 3 clusters Score -2644902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2644905.250000 Penalty: 4875.948242
	Iteration 53Q: 3 clusters Score -2644905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2644907.250000 Penalty: 4875.948242
	Iteration 54Q: 3 clusters Score -2644907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2644908.250000 Penalty: 4875.948242
	Iteration 55Q: 3 clusters Score -2644908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2644912.000000 Penalty: 4875.948242
	Iteration 56Q: 3 clusters Score -2644912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2644913.000000 Penalty: 4875.948242
	Iteration 57Q: 3 clusters Score -2644913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2644918.750000 Penalty: 4875.948242
	Iteration 58Q: 3 clusters Score -2644919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2644934.750000 Penalty: 4875.948242
	Iteration 59Q: 3 clusters Score -2644935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2644939.000000 Penalty: 4875.948242
	Iteration 60F: 3 clusters Score -2644939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2644946.500000 Penalty: 4875.948242
	Iteration 61Q: 3 clusters Score -2644946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2644952.500000 Penalty: 4875.948242
	Iteration 62Q: 3 clusters Score -2644952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2644957.750000 Penalty: 4875.948242
	Iteration 63Q: 3 clusters Score -2644958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2644960.250000 Penalty: 4875.948242
	Iteration 64Q: 3 clusters Score -2644960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2644967.250000 Penalty: 4875.948242
	Iteration 65Q: 3 clusters Score -2644967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2644969.500000 Penalty: 4875.948242
	Iteration 66Q: 3 clusters Score -2644970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2644970.750000 Penalty: 4875.948242
	Iteration 67Q: 3 clusters Score -2644971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2644982.250000 Penalty: 4875.948242
	Iteration 68Q: 3 clusters Score -2644982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2644980.000000 Penalty: 4875.948242
	Iteration 69Q: 3 clusters Score -2644980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2644985.750000 Penalty: 4875.948242
	Iteration 70Q: 3 clusters Score -2644986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2644987.500000 Penalty: 4875.948242
	Iteration 71Q: 3 clusters Score -2644988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2644986.750000 Penalty: 4875.948242
	Iteration 72Q: 3 clusters Score -2644987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2644986.750000 Penalty: 4875.948242
	Iteration 73Q: 3 clusters Score -2644987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2644987.000000 Penalty: 4875.948242
	Iteration 74Q: 3 clusters Score -2644987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2644986.750000 Penalty: 4875.948242
	Iteration 75Q: 3 clusters Score -2644987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2644991.500000 Penalty: 4875.948242
	Iteration 76Q: 3 clusters Score -2644992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2644991.500000 Penalty: 4875.948242
	Iteration 77Q: 3 clusters Score -2644992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2644991.500000 Penalty: 4875.948242
	Iteration 78Q: 3 clusters Score -2644992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2644997.250000 Penalty: 4875.948242
	Iteration 79Q: 3 clusters Score -2644997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2644998.750000 Penalty: 4875.948242
	Iteration 80F: 3 clusters Score -2644999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2645000.750000 Penalty: 4875.948242
	Iteration 81Q: 3 clusters Score -2645001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2645002.000000 Penalty: 4875.948242
	Iteration 82Q: 3 clusters Score -2645002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2645001.000000 Penalty: 4875.948242
	Iteration 83Q: 3 clusters Score -2645001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2645001.750000 Penalty: 4875.948242
	Iteration 84Q: 3 clusters Score -2645002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2645003.750000 Penalty: 4875.948242
	Iteration 85Q: 3 clusters Score -2645004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2645004.250000 Penalty: 4875.948242
	Iteration 86Q: 3 clusters Score -2645004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2645000.750000 Penalty: 4875.948242
	Iteration 87Q: 3 clusters Score -2645001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2645002.250000 Penalty: 4875.948242
	Iteration 88Q: 3 clusters Score -2645002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2645004.250000 Penalty: 4875.948242
	Iteration 89Q: 3 clusters Score -2645004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2645008.250000 Penalty: 4875.948242
	Iteration 90Q: 3 clusters Score -2645008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2645008.000000 Penalty: 4875.948242
	Iteration 91Q: 3 clusters Score -2645008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2645008.000000 Penalty: 4875.948242
	Iteration 92F: 3 clusters Score -2645008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Entering Unmasked Estep 
Score: -10982465.000000 Penalty: 2791.078613
	Iteration 0F: 2 clusters Score -1.098246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -10930680.000000 Penalty: 5582.157227
	Iteration 0F: 3 clusters Score -1.093068e+07 nChanged 36283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -10951252.000000 Penalty: 5582.157227
	Iteration 1F: 3 clusters Score -1.095125e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -10952116.000000 Penalty: 5582.157227
	Iteration 2Q: 3 clusters Score -1.095212e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -10953245.000000 Penalty: 5582.157227
	Iteration 3Q: 3 clusters Score -1.095324e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -10954805.000000 Penalty: 5582.157227
	Iteration 4Q: 3 clusters Score -1.09548e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -10957345.000000 Penalty: 5582.157227
	Iteration 5F: 3 clusters Score -1.095734e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -10960884.000000 Penalty: 5582.157227
	Iteration 6F: 3 clusters Score -1.096088e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -10965600.000000 Penalty: 5582.157227
	Iteration 7F: 3 clusters Score -1.09656e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -10970347.000000 Penalty: 5582.157227
	Iteration 8F: 3 clusters Score -1.097035e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -10973567.000000 Penalty: 5582.157227
	Iteration 9Q: 3 clusters Score -1.097357e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -10975054.000000 Penalty: 5582.157227
	Iteration 10Q: 3 clusters Score -1.097505e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -10975695.000000 Penalty: 5582.157227
	Iteration 11Q: 3 clusters Score -1.09757e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -10976175.000000 Penalty: 5582.157227
	Iteration 12Q: 3 clusters Score -1.097618e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -10976550.000000 Penalty: 5582.157227
	Iteration 13Q: 3 clusters Score -1.097655e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -10976957.000000 Penalty: 5582.157227
	Iteration 14Q: 3 clusters Score -1.097696e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -10977275.000000 Penalty: 5582.157227
	Iteration 15Q: 3 clusters Score -1.097728e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -10977527.000000 Penalty: 5582.157227
	Iteration 16Q: 3 clusters Score -1.097753e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -10977751.000000 Penalty: 5582.157227
	Iteration 17Q: 3 clusters Score -1.097775e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -10978026.000000 Penalty: 5582.157227
	Iteration 18Q: 3 clusters Score -1.097803e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -10978257.000000 Penalty: 5582.157227
	Iteration 19Q: 3 clusters Score -1.097826e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -10978485.000000 Penalty: 5582.157227
	Iteration 20F: 3 clusters Score -1.097848e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -10978680.000000 Penalty: 5582.157227
	Iteration 21Q: 3 clusters Score -1.097868e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -10978840.000000 Penalty: 5582.157227
	Iteration 22Q: 3 clusters Score -1.097884e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 72999 members 
Entering Unmasked Estep 
Score: -10978957.000000 Penalty: 5582.157227
	Iteration 23Q: 3 clusters Score -1.097896e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -10979099.000000 Penalty: 5582.157227
	Iteration 24Q: 3 clusters Score -1.09791e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -10979221.000000 Penalty: 5582.157227
	Iteration 25Q: 3 clusters Score -1.097922e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -10979331.000000 Penalty: 5582.157227
	Iteration 26Q: 3 clusters Score -1.097933e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 74223 members 
Entering Unmasked Estep 
Score: -10979400.000000 Penalty: 5582.157227
	Iteration 27Q: 3 clusters Score -1.09794e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -10979449.000000 Penalty: 5582.157227
	Iteration 28Q: 3 clusters Score -1.097945e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -10979533.000000 Penalty: 5582.157227
	Iteration 29Q: 3 clusters Score -1.097953e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -10979578.000000 Penalty: 5582.157227
	Iteration 30Q: 3 clusters Score -1.097958e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 74891 members 
Entering Unmasked Estep 
Score: -10979611.000000 Penalty: 5582.157227
	Iteration 31Q: 3 clusters Score -1.097961e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -10979701.000000 Penalty: 5582.157227
	Iteration 32Q: 3 clusters Score -1.09797e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -10979745.000000 Penalty: 5582.157227
	Iteration 33Q: 3 clusters Score -1.097974e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 75238 members 
Entering Unmasked Estep 
Score: -10979786.000000 Penalty: 5582.157227
	Iteration 34Q: 3 clusters Score -1.097979e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -10979828.000000 Penalty: 5582.157227
	Iteration 35Q: 3 clusters Score -1.097983e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -10979874.000000 Penalty: 5582.157227
	Iteration 36Q: 3 clusters Score -1.097987e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -10979884.000000 Penalty: 5582.157227
	Iteration 37Q: 3 clusters Score -1.097988e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -10979908.000000 Penalty: 5582.157227
	Iteration 38Q: 3 clusters Score -1.097991e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 75627 members 
Entering Unmasked Estep 
Score: -10979909.000000 Penalty: 5582.157227
	Iteration 39Q: 3 clusters Score -1.097991e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 75684 members 
Entering Unmasked Estep 
Score: -10979939.000000 Penalty: 5582.157227
	Iteration 40F: 3 clusters Score -1.097994e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -10979970.000000 Penalty: 5582.157227
	Iteration 41Q: 3 clusters Score -1.097997e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -10980006.000000 Penalty: 5582.157227
	Iteration 42Q: 3 clusters Score -1.098001e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -10980031.000000 Penalty: 5582.157227
	Iteration 43Q: 3 clusters Score -1.098003e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -10980029.000000 Penalty: 5582.157227
	Iteration 44Q: 3 clusters Score -1.098003e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -10980026.000000 Penalty: 5582.157227
	Iteration 45Q: 3 clusters Score -1.098003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -10980040.000000 Penalty: 5582.157227
	Iteration 46Q: 3 clusters Score -1.098004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -10980045.000000 Penalty: 5582.157227
	Iteration 47Q: 3 clusters Score -1.098004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -10980051.000000 Penalty: 5582.157227
	Iteration 48Q: 3 clusters Score -1.098005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -10980053.000000 Penalty: 5582.157227
	Iteration 49Q: 3 clusters Score -1.098005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -10980076.000000 Penalty: 5582.157227
	Iteration 50Q: 3 clusters Score -1.098008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
Score: -10980080.000000 Penalty: 5582.157227
	Iteration 51Q: 3 clusters Score -1.098008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -10980089.000000 Penalty: 5582.157227
	Iteration 52Q: 3 clusters Score -1.098009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -10980092.000000 Penalty: 5582.157227
	Iteration 53Q: 3 clusters Score -1.098009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -10980088.000000 Penalty: 5582.157227
	Iteration 54Q: 3 clusters Score -1.098009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -10980092.000000 Penalty: 5582.157227
	Iteration 55Q: 3 clusters Score -1.098009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 76033 members 
Entering Unmasked Estep 
Score: -10980091.000000 Penalty: 5582.157227
	Iteration 56Q: 3 clusters Score -1.098009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -10980099.000000 Penalty: 5582.157227
	Iteration 57Q: 3 clusters Score -1.09801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -10980099.000000 Penalty: 5582.157227
	Iteration 58Q: 3 clusters Score -1.09801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -10980111.000000 Penalty: 5582.157227
	Iteration 59Q: 3 clusters Score -1.098011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -10980105.000000 Penalty: 5582.157227
	Iteration 60F: 3 clusters Score -1.09801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -10980114.000000 Penalty: 5582.157227
	Iteration 61Q: 3 clusters Score -1.098011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -10980117.000000 Penalty: 5582.157227
	Iteration 62Q: 3 clusters Score -1.098012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 76083 members 
Entering Unmasked Estep 
Score: -10980127.000000 Penalty: 5582.157227
	Iteration 63Q: 3 clusters Score -1.098013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -10980127.000000 Penalty: 5582.157227
	Iteration 64Q: 3 clusters Score -1.098013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -10980131.000000 Penalty: 5582.157227
	Iteration 65Q: 3 clusters Score -1.098013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -10980120.000000 Penalty: 5582.157227
	Iteration 66Q: 3 clusters Score -1.098012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -10980131.000000 Penalty: 5582.157227
	Iteration 67Q: 3 clusters Score -1.098013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -10980131.000000 Penalty: 5582.157227
	Iteration 68Q: 3 clusters Score -1.098013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -10980136.000000 Penalty: 5582.157227
	Iteration 69Q: 3 clusters Score -1.098014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -10980125.000000 Penalty: 5582.157227
	Iteration 70Q: 3 clusters Score -1.098012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -10980123.000000 Penalty: 5582.157227
	Iteration 71Q: 3 clusters Score -1.098012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -10980142.000000 Penalty: 5582.157227
	Iteration 72Q: 3 clusters Score -1.098014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -10980145.000000 Penalty: 5582.157227
	Iteration 73Q: 3 clusters Score -1.098014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -10980158.000000 Penalty: 5582.157227
	Iteration 74Q: 3 clusters Score -1.098016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -10980164.000000 Penalty: 5582.157227
	Iteration 75Q: 3 clusters Score -1.098016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -10980167.000000 Penalty: 5582.157227
	Iteration 76Q: 3 clusters Score -1.098017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -10980174.000000 Penalty: 5582.157227
	Iteration 77Q: 3 clusters Score -1.098017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -10980185.000000 Penalty: 5582.157227
	Iteration 78Q: 3 clusters Score -1.098018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -10980189.000000 Penalty: 5582.157227
	Iteration 79Q: 3 clusters Score -1.098019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -10980192.000000 Penalty: 5582.157227
	Iteration 80F: 3 clusters Score -1.098019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -267699.687500 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -267699.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -265131.937500 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -265131.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -265594.500000 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -265594.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -265733.281250 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -265733.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -265815.718750 Penalty: 3752.633545
	Iteration 3Q: 3 clusters Score -265815.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -265894.218750 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -265894.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -265950.625000 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -265950.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -265995.812500 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -265995.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -266018.843750 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -266018.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -266040.187500 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -266040.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -266061.031250 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -266061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -266077.406250 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -266077.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -266097.406250 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -266097.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -266112.843750 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -266112.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -266130.750000 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -266130.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -266149.937500 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -266149.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -266167.250000 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -266167.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -266190.031250 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -266190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -266214.093750 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -266214.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -266244.687500 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -266244.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -266283.281250 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -266283.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -266323.437500 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -266323.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -266355.500000 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -266355.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -266387.968750 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -266388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -266412.125000 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -266412.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -266440.000000 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -266440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -266457.937500 Penalty: 3752.633545
	Iteration 25Q: 3 clusters Score -266457.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -266473.093750 Penalty: 3752.633545
	Iteration 26Q: 3 clusters Score -266473.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -266486.375000 Penalty: 3752.633545
	Iteration 27Q: 3 clusters Score -266486.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -266495.656250 Penalty: 3752.633545
	Iteration 28Q: 3 clusters Score -266495.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -266500.250000 Penalty: 3752.633545
	Iteration 29Q: 3 clusters Score -266500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -266504.875000 Penalty: 3752.633545
	Iteration 30Q: 3 clusters Score -266504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -266507.218750 Penalty: 3752.633545
	Iteration 31Q: 3 clusters Score -266507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -266512.000000 Penalty: 3752.633545
	Iteration 32Q: 3 clusters Score -266512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -266516.093750 Penalty: 3752.633545
	Iteration 33Q: 3 clusters Score -266516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -266518.968750 Penalty: 3752.633545
	Iteration 34Q: 3 clusters Score -266519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -266521.687500 Penalty: 3752.633545
	Iteration 35Q: 3 clusters Score -266521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -266524.812500 Penalty: 3752.633545
	Iteration 36Q: 3 clusters Score -266524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -266526.375000 Penalty: 3752.633545
	Iteration 37Q: 3 clusters Score -266526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -266528.625000 Penalty: 3752.633545
	Iteration 38Q: 3 clusters Score -266528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -266529.125000 Penalty: 3752.633545
	Iteration 39Q: 3 clusters Score -266529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -266531.906250 Penalty: 3752.633545
	Iteration 40F: 3 clusters Score -266531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -266534.187500 Penalty: 3752.633545
	Iteration 41Q: 3 clusters Score -266534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -266538.593750 Penalty: 3752.633545
	Iteration 42Q: 3 clusters Score -266538.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -266545.093750 Penalty: 3752.633545
	Iteration 43Q: 3 clusters Score -266545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -266550.718750 Penalty: 3752.633545
	Iteration 44Q: 3 clusters Score -266550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -266552.593750 Penalty: 3752.633545
	Iteration 45Q: 3 clusters Score -266552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -266554.687500 Penalty: 3752.633545
	Iteration 46Q: 3 clusters Score -266554.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -266554.687500 Penalty: 3752.633545
	Iteration 47F: 3 clusters Score -266554.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Entering Unmasked Estep 
Score: -740075.750000 Penalty: 2120.027588
	Iteration 0F: 2 clusters Score -740075.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -735415.062500 Penalty: 4240.055176
	Iteration 0F: 3 clusters Score -735415.1 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -736550.250000 Penalty: 4240.055176
	Iteration 1F: 3 clusters Score -736550.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -736724.750000 Penalty: 4240.055176
	Iteration 2F: 3 clusters Score -736724.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -736843.437500 Penalty: 4240.055176
	Iteration 3Q: 3 clusters Score -736843.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -736920.437500 Penalty: 4240.055176
	Iteration 4Q: 3 clusters Score -736920.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -736995.937500 Penalty: 4240.055176
	Iteration 5Q: 3 clusters Score -736995.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -737056.500000 Penalty: 4240.055176
	Iteration 6Q: 3 clusters Score -737056.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -737112.687500 Penalty: 4240.055176
	Iteration 7Q: 3 clusters Score -737112.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -737156.312500 Penalty: 4240.055176
	Iteration 8Q: 3 clusters Score -737156.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -737196.000000 Penalty: 4240.055176
	Iteration 9Q: 3 clusters Score -737196 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -737242.000000 Penalty: 4240.055176
	Iteration 10Q: 3 clusters Score -737242 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -737299.125000 Penalty: 4240.055176
	Iteration 11Q: 3 clusters Score -737299.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -737363.437500 Penalty: 4240.055176
	Iteration 12Q: 3 clusters Score -737363.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -737437.437500 Penalty: 4240.055176
	Iteration 13Q: 3 clusters Score -737437.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -737516.500000 Penalty: 4240.055176
	Iteration 14Q: 3 clusters Score -737516.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -737612.812500 Penalty: 4240.055176
	Iteration 15Q: 3 clusters Score -737612.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -737709.250000 Penalty: 4240.055176
	Iteration 16Q: 3 clusters Score -737709.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -737792.687500 Penalty: 4240.055176
	Iteration 17Q: 3 clusters Score -737792.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -737888.187500 Penalty: 4240.055176
	Iteration 18Q: 3 clusters Score -737888.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -737959.875000 Penalty: 4240.055176
	Iteration 19Q: 3 clusters Score -737959.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -738016.875000 Penalty: 4240.055176
	Iteration 20F: 3 clusters Score -738016.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -738063.125000 Penalty: 4240.055176
	Iteration 21Q: 3 clusters Score -738063.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -738099.812500 Penalty: 4240.055176
	Iteration 22Q: 3 clusters Score -738099.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -738130.187500 Penalty: 4240.055176
	Iteration 23Q: 3 clusters Score -738130.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -738151.437500 Penalty: 4240.055176
	Iteration 24Q: 3 clusters Score -738151.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -738168.500000 Penalty: 4240.055176
	Iteration 25Q: 3 clusters Score -738168.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -738186.125000 Penalty: 4240.055176
	Iteration 26Q: 3 clusters Score -738186.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -738197.562500 Penalty: 4240.055176
	Iteration 27Q: 3 clusters Score -738197.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -738206.687500 Penalty: 4240.055176
	Iteration 28Q: 3 clusters Score -738206.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -738215.312500 Penalty: 4240.055176
	Iteration 29Q: 3 clusters Score -738215.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -738222.187500 Penalty: 4240.055176
	Iteration 30Q: 3 clusters Score -738222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -738223.062500 Penalty: 4240.055176
	Iteration 31Q: 3 clusters Score -738223.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -738224.375000 Penalty: 4240.055176
	Iteration 32Q: 3 clusters Score -738224.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -738224.750000 Penalty: 4240.055176
	Iteration 33Q: 3 clusters Score -738224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -738226.687500 Penalty: 4240.055176
	Iteration 34Q: 3 clusters Score -738226.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -738226.625000 Penalty: 4240.055176
	Iteration 35Q: 3 clusters Score -738226.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -738228.375000 Penalty: 4240.055176
	Iteration 36Q: 3 clusters Score -738228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -738229.437500 Penalty: 4240.055176
	Iteration 37Q: 3 clusters Score -738229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -738230.937500 Penalty: 4240.055176
	Iteration 38Q: 3 clusters Score -738230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -738233.625000 Penalty: 4240.055176
	Iteration 39Q: 3 clusters Score -738233.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -738233.500000 Penalty: 4240.055176
	Iteration 40F: 3 clusters Score -738233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -738234.500000 Penalty: 4240.055176
	Iteration 41Q: 3 clusters Score -738234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -738236.312500 Penalty: 4240.055176
	Iteration 42Q: 3 clusters Score -738236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -738239.125000 Penalty: 4240.055176
	Iteration 43Q: 3 clusters Score -738239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -738239.125000 Penalty: 4240.055176
	Iteration 44F: 3 clusters Score -738239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Entering Unmasked Estep 
Score: -5081734.000000 Penalty: 2609.841064
	Iteration 0F: 2 clusters Score -5081734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -5056474.500000 Penalty: 5219.682129
	Iteration 0F: 3 clusters Score -5056474 nChanged 16977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -5065752.500000 Penalty: 5219.682129
	Iteration 1F: 3 clusters Score -5065752 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -5066313.000000 Penalty: 5219.682129
	Iteration 2Q: 3 clusters Score -5066313 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -5067012.000000 Penalty: 5219.682129
	Iteration 3Q: 3 clusters Score -5067012 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -5067851.500000 Penalty: 5219.682129
	Iteration 4Q: 3 clusters Score -5067852 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -5068777.000000 Penalty: 5219.682129
	Iteration 5Q: 3 clusters Score -5068777 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -5069704.000000 Penalty: 5219.682129
	Iteration 6F: 3 clusters Score -5069704 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -5070697.000000 Penalty: 5219.682129
	Iteration 7F: 3 clusters Score -5070697 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -5071966.500000 Penalty: 5219.682129
	Iteration 8F: 3 clusters Score -5071966 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -5073626.000000 Penalty: 5219.682129
	Iteration 9F: 3 clusters Score -5073626 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -5075530.500000 Penalty: 5219.682129
	Iteration 10F: 3 clusters Score -5075530 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -5077459.500000 Penalty: 5219.682129
	Iteration 11F: 3 clusters Score -5077460 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -5079145.000000 Penalty: 5219.682129
	Iteration 12F: 3 clusters Score -5079145 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5080405.500000 Penalty: 5219.682129
	Iteration 13Q: 3 clusters Score -5080406 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5081259.500000 Penalty: 5219.682129
	Iteration 14Q: 3 clusters Score -5081260 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5081555.500000 Penalty: 5219.682129
	Iteration 15Q: 3 clusters Score -5081556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5081681.000000 Penalty: 5219.682129
	Iteration 16Q: 3 clusters Score -5081681 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5081725.500000 Penalty: 5219.682129
	Iteration 17Q: 3 clusters Score -5081726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5081753.000000 Penalty: 5219.682129
	Iteration 18Q: 3 clusters Score -5081753 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5081766.000000 Penalty: 5219.682129
	Iteration 19Q: 3 clusters Score -5081766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5081780.000000 Penalty: 5219.682129
	Iteration 20F: 3 clusters Score -5081780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5081795.500000 Penalty: 5219.682129
	Iteration 21Q: 3 clusters Score -5081796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5081799.000000 Penalty: 5219.682129
	Iteration 22Q: 3 clusters Score -5081799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5081800.000000 Penalty: 5219.682129
	Iteration 23Q: 3 clusters Score -5081800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5081798.500000 Penalty: 5219.682129
	Iteration 24Q: 3 clusters Score -5081798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5081805.000000 Penalty: 5219.682129
	Iteration 25Q: 3 clusters Score -5081805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5081805.000000 Penalty: 5219.682129
	Iteration 26F: 3 clusters Score -5081805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123373 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91446 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154619 members 
Mstep: Class 11 contains 18593 members 
Mstep: Class 12 contains 77215 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 35838 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 1343 members 
Entering Unmasked Estep 
Score: -147045664.000000 Penalty: 75686.148438
Splitting cluster 15 changes total score from -147046400.000000 to -147045664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -553433.375000 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -553433.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -549569.812500 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -549569.8 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -550407.062500 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -550407.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -550627.625000 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -550627.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -550757.562500 Penalty: 4105.596680
	Iteration 3F: 3 clusters Score -550757.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -550831.750000 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -550831.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -550891.125000 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -550891.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -550938.875000 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -550938.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -550983.000000 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -550983 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -551016.937500 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -551016.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -551045.375000 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -551045.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -551063.625000 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -551063.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -551081.187500 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -551081.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -551099.687500 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -551099.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -551115.250000 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -551115.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -551128.937500 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -551128.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -551143.625000 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -551143.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -551153.000000 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -551153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -551169.062500 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -551169.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -551187.500000 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -551187.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -551203.500000 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -551203.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -551217.812500 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -551217.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -551231.750000 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -551231.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -551242.375000 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -551242.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -551248.625000 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -551248.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -551255.500000 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -551255.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -551266.000000 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -551266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -551275.937500 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -551275.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -551287.562500 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -551287.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -551302.875000 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -551302.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -551316.125000 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -551316.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -551331.312500 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -551331.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -551342.312500 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -551342.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -551350.062500 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -551350.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -551355.125000 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -551355.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -551361.437500 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -551361.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -551367.250000 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -551367.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -551371.312500 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -551371.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -551376.375000 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -551376.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -551382.562500 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -551382.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -551389.375000 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -551389.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -551398.937500 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -551398.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -551409.812500 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -551409.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -551422.750000 Penalty: 4105.596680
	Iteration 42Q: 3 clusters Score -551422.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -551435.312500 Penalty: 4105.596680
	Iteration 43Q: 3 clusters Score -551435.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -551444.312500 Penalty: 4105.596680
	Iteration 44Q: 3 clusters Score -551444.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -551451.937500 Penalty: 4105.596680
	Iteration 45Q: 3 clusters Score -551451.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -551462.937500 Penalty: 4105.596680
	Iteration 46Q: 3 clusters Score -551462.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -551472.375000 Penalty: 4105.596680
	Iteration 47Q: 3 clusters Score -551472.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -551484.250000 Penalty: 4105.596680
	Iteration 48Q: 3 clusters Score -551484.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -551498.375000 Penalty: 4105.596680
	Iteration 49Q: 3 clusters Score -551498.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -551513.312500 Penalty: 4105.596680
	Iteration 50Q: 3 clusters Score -551513.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -551526.312500 Penalty: 4105.596680
	Iteration 51Q: 3 clusters Score -551526.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -551534.562500 Penalty: 4105.596680
	Iteration 52Q: 3 clusters Score -551534.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -551546.187500 Penalty: 4105.596680
	Iteration 53Q: 3 clusters Score -551546.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -551556.562500 Penalty: 4105.596680
	Iteration 54Q: 3 clusters Score -551556.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -551561.312500 Penalty: 4105.596680
	Iteration 55Q: 3 clusters Score -551561.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -551566.875000 Penalty: 4105.596680
	Iteration 56Q: 3 clusters Score -551566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -551571.750000 Penalty: 4105.596680
	Iteration 57Q: 3 clusters Score -551571.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -551574.437500 Penalty: 4105.596680
	Iteration 58Q: 3 clusters Score -551574.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -551579.187500 Penalty: 4105.596680
	Iteration 59Q: 3 clusters Score -551579.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -551584.562500 Penalty: 4105.596680
	Iteration 60F: 3 clusters Score -551584.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -551590.812500 Penalty: 4105.596680
	Iteration 61Q: 3 clusters Score -551590.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -551600.562500 Penalty: 4105.596680
	Iteration 62Q: 3 clusters Score -551600.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -551603.812500 Penalty: 4105.596680
	Iteration 63Q: 3 clusters Score -551603.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -551608.187500 Penalty: 4105.596680
	Iteration 64Q: 3 clusters Score -551608.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -551610.937500 Penalty: 4105.596680
	Iteration 65Q: 3 clusters Score -551610.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -551616.250000 Penalty: 4105.596680
	Iteration 66Q: 3 clusters Score -551616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -551617.750000 Penalty: 4105.596680
	Iteration 67Q: 3 clusters Score -551617.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -551619.625000 Penalty: 4105.596680
	Iteration 68Q: 3 clusters Score -551619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -551624.562500 Penalty: 4105.596680
	Iteration 69Q: 3 clusters Score -551624.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -551631.750000 Penalty: 4105.596680
	Iteration 70Q: 3 clusters Score -551631.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -551636.437500 Penalty: 4105.596680
	Iteration 71Q: 3 clusters Score -551636.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -551645.812500 Penalty: 4105.596680
	Iteration 72Q: 3 clusters Score -551645.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -551654.125000 Penalty: 4105.596680
	Iteration 73Q: 3 clusters Score -551654.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -551659.750000 Penalty: 4105.596680
	Iteration 74Q: 3 clusters Score -551659.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -551664.750000 Penalty: 4105.596680
	Iteration 75Q: 3 clusters Score -551664.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -551668.750000 Penalty: 4105.596680
	Iteration 76Q: 3 clusters Score -551668.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -551673.625000 Penalty: 4105.596680
	Iteration 77Q: 3 clusters Score -551673.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -551675.625000 Penalty: 4105.596680
	Iteration 78Q: 3 clusters Score -551675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -551675.750000 Penalty: 4105.596680
	Iteration 79Q: 3 clusters Score -551675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -551677.125000 Penalty: 4105.596680
	Iteration 80F: 3 clusters Score -551677.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166050 members 
Entering Unmasked Estep 
Score: -23269180.000000 Penalty: 2980.970947
	Iteration 0F: 2 clusters Score -2.326918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -23164438.000000 Penalty: 5961.941895
	Iteration 0F: 3 clusters Score -2.316444e+07 nChanged 79795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90211 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -23211500.000000 Penalty: 5961.941895
	Iteration 1F: 3 clusters Score -2.32115e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -23213224.000000 Penalty: 5961.941895
	Iteration 2Q: 3 clusters Score -2.321322e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -23216044.000000 Penalty: 5961.941895
	Iteration 3Q: 3 clusters Score -2.321604e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110089 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -23221054.000000 Penalty: 5961.941895
	Iteration 4F: 3 clusters Score -2.322105e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122623 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -23230760.000000 Penalty: 5961.941895
	Iteration 5F: 3 clusters Score -2.323076e+07 nChanged 14879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137470 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -23244546.000000 Penalty: 5961.941895
	Iteration 6F: 3 clusters Score -2.324455e+07 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151061 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -23257432.000000 Penalty: 5961.941895
	Iteration 7F: 3 clusters Score -2.325743e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159827 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -23263556.000000 Penalty: 5961.941895
	Iteration 8F: 3 clusters Score -2.326356e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163789 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -23265628.000000 Penalty: 5961.941895
	Iteration 9Q: 3 clusters Score -2.326563e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165153 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -23266268.000000 Penalty: 5961.941895
	Iteration 10Q: 3 clusters Score -2.326627e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -23266490.000000 Penalty: 5961.941895
	Iteration 11Q: 3 clusters Score -2.326649e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165672 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -23266614.000000 Penalty: 5961.941895
	Iteration 12Q: 3 clusters Score -2.326661e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165735 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23266686.000000 Penalty: 5961.941895
	Iteration 13Q: 3 clusters Score -2.326669e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23266708.000000 Penalty: 5961.941895
	Iteration 14Q: 3 clusters Score -2.326671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165784 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23266714.000000 Penalty: 5961.941895
	Iteration 15Q: 3 clusters Score -2.326671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165789 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23266730.000000 Penalty: 5961.941895
	Iteration 16Q: 3 clusters Score -2.326673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23266710.000000 Penalty: 5961.941895
	Iteration 17Q: 3 clusters Score -2.326671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165791 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23266712.000000 Penalty: 5961.941895
	Iteration 18Q: 3 clusters Score -2.326671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165791 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23266722.000000 Penalty: 5961.941895
	Iteration 19Q: 3 clusters Score -2.326672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23266730.000000 Penalty: 5961.941895
	Iteration 20F: 3 clusters Score -2.326673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165793 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23266724.000000 Penalty: 5961.941895
	Iteration 21Q: 3 clusters Score -2.326672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165795 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23266726.000000 Penalty: 5961.941895
	Iteration 22Q: 3 clusters Score -2.326673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23266726.000000 Penalty: 5961.941895
	Iteration 23Q: 3 clusters Score -2.326673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23266724.000000 Penalty: 5961.941895
	Iteration 24Q: 3 clusters Score -2.326672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165795 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23266728.000000 Penalty: 5961.941895
	Iteration 25Q: 3 clusters Score -2.326673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165795 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23266728.000000 Penalty: 5961.941895
	Iteration 26F: 3 clusters Score -2.326673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -65219.699219 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -65219.7 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 260 members 
Entering Unmasked Estep 
Score: -63819.648438 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -63819.65 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64212.242188 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -64212.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -64604.851562 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -64604.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -64915.093750 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -64915.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -65213.710938 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -65213.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -65315.984375 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -65315.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -65552.351562 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -65552.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65586.789062 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -65586.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -65610.875000 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -65610.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65624.015625 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -65624.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65639.265625 Penalty: 3129.719482
	Iteration 10F: 3 clusters Score -65639.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -65719.421875 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -65719.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -65855.476562 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -65855.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -65957.781250 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -65957.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -66035.687500 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -66035.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -66090.671875 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -66090.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66101.390625 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -66101.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66107.429688 Penalty: 3129.719482
	Iteration 17Q: 3 clusters Score -66107.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66107.429688 Penalty: 3129.719482
	Iteration 18F: 3 clusters Score -66107.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123373 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91446 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154619 members 
Mstep: Class 11 contains 18593 members 
Mstep: Class 12 contains 77215 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 167 members 
Entering Unmasked Estep 
Score: -147045328.000000 Penalty: 75686.148438
Splitting cluster 18 changes total score from -147046400.000000 to -147045328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Entering Unmasked Estep 
Score: -5385237.500000 Penalty: 2613.127686
	Iteration 0F: 2 clusters Score -5385238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -5359643.000000 Penalty: 5226.255371
	Iteration 0F: 3 clusters Score -5359643 nChanged 17120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -5369203.500000 Penalty: 5226.255371
	Iteration 1F: 3 clusters Score -5369204 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -5369851.500000 Penalty: 5226.255371
	Iteration 2Q: 3 clusters Score -5369852 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -5370738.500000 Penalty: 5226.255371
	Iteration 3F: 3 clusters Score -5370738 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -5372092.500000 Penalty: 5226.255371
	Iteration 4F: 3 clusters Score -5372092 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -5374037.500000 Penalty: 5226.255371
	Iteration 5F: 3 clusters Score -5374038 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -5376675.500000 Penalty: 5226.255371
	Iteration 6F: 3 clusters Score -5376676 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -5379261.000000 Penalty: 5226.255371
	Iteration 7F: 3 clusters Score -5379261 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5381020.500000 Penalty: 5226.255371
	Iteration 8Q: 3 clusters Score -5381020 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5381951.500000 Penalty: 5226.255371
	Iteration 9Q: 3 clusters Score -5381952 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5382438.000000 Penalty: 5226.255371
	Iteration 10Q: 3 clusters Score -5382438 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5382717.500000 Penalty: 5226.255371
	Iteration 11Q: 3 clusters Score -5382718 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5382848.500000 Penalty: 5226.255371
	Iteration 12Q: 3 clusters Score -5382848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5382956.000000 Penalty: 5226.255371
	Iteration 13Q: 3 clusters Score -5382956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5383019.500000 Penalty: 5226.255371
	Iteration 14Q: 3 clusters Score -5383020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5383063.500000 Penalty: 5226.255371
	Iteration 15Q: 3 clusters Score -5383064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5383085.000000 Penalty: 5226.255371
	Iteration 16Q: 3 clusters Score -5383085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5383098.500000 Penalty: 5226.255371
	Iteration 17Q: 3 clusters Score -5383098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5383103.000000 Penalty: 5226.255371
	Iteration 18Q: 3 clusters Score -5383103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5383112.000000 Penalty: 5226.255371
	Iteration 19Q: 3 clusters Score -5383112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5383121.500000 Penalty: 5226.255371
	Iteration 20F: 3 clusters Score -5383122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5383118.500000 Penalty: 5226.255371
	Iteration 21Q: 3 clusters Score -5383118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5383120.000000 Penalty: 5226.255371
	Iteration 22Q: 3 clusters Score -5383120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5383121.500000 Penalty: 5226.255371
	Iteration 23Q: 3 clusters Score -5383122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5383126.500000 Penalty: 5226.255371
	Iteration 24Q: 3 clusters Score -5383126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5383125.000000 Penalty: 5226.255371
	Iteration 25Q: 3 clusters Score -5383125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5383127.000000 Penalty: 5226.255371
	Iteration 26Q: 3 clusters Score -5383127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5383127.000000 Penalty: 5226.255371
	Iteration 27F: 3 clusters Score -5383127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Entering Unmasked Estep 
Score: -5861493.500000 Penalty: 2634.167725
	Iteration 0F: 2 clusters Score -5861494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -5833803.500000 Penalty: 5268.335449
	Iteration 0F: 3 clusters Score -5833804 nChanged 18671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5843891.500000 Penalty: 5268.335449
	Iteration 1F: 3 clusters Score -5843892 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -5844293.500000 Penalty: 5268.335449
	Iteration 2Q: 3 clusters Score -5844294 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -5844631.500000 Penalty: 5268.335449
	Iteration 3Q: 3 clusters Score -5844632 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -5844887.000000 Penalty: 5268.335449
	Iteration 4Q: 3 clusters Score -5844887 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -5845114.000000 Penalty: 5268.335449
	Iteration 5Q: 3 clusters Score -5845114 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -5845332.500000 Penalty: 5268.335449
	Iteration 6Q: 3 clusters Score -5845332 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -5845487.000000 Penalty: 5268.335449
	Iteration 7Q: 3 clusters Score -5845487 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -5845630.000000 Penalty: 5268.335449
	Iteration 8Q: 3 clusters Score -5845630 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -5845766.500000 Penalty: 5268.335449
	Iteration 9Q: 3 clusters Score -5845766 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -5845939.000000 Penalty: 5268.335449
	Iteration 10Q: 3 clusters Score -5845939 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -5846195.500000 Penalty: 5268.335449
	Iteration 11Q: 3 clusters Score -5846196 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -5846472.000000 Penalty: 5268.335449
	Iteration 12Q: 3 clusters Score -5846472 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -5846804.500000 Penalty: 5268.335449
	Iteration 13Q: 3 clusters Score -5846804 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -5847347.000000 Penalty: 5268.335449
	Iteration 14Q: 3 clusters Score -5847347 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5848088.500000 Penalty: 5268.335449
	Iteration 15Q: 3 clusters Score -5848088 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -5849248.000000 Penalty: 5268.335449
	Iteration 16Q: 3 clusters Score -5849248 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -5850739.500000 Penalty: 5268.335449
	Iteration 17F: 3 clusters Score -5850740 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -5852222.500000 Penalty: 5268.335449
	Iteration 18F: 3 clusters Score -5852222 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -5853168.000000 Penalty: 5268.335449
	Iteration 19Q: 3 clusters Score -5853168 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -5853693.000000 Penalty: 5268.335449
	Iteration 20F: 3 clusters Score -5853693 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -5854091.000000 Penalty: 5268.335449
	Iteration 21Q: 3 clusters Score -5854091 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -5854442.000000 Penalty: 5268.335449
	Iteration 22Q: 3 clusters Score -5854442 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -5854745.500000 Penalty: 5268.335449
	Iteration 23Q: 3 clusters Score -5854746 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -5855088.500000 Penalty: 5268.335449
	Iteration 24Q: 3 clusters Score -5855088 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -5855391.500000 Penalty: 5268.335449
	Iteration 25Q: 3 clusters Score -5855392 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -5855734.000000 Penalty: 5268.335449
	Iteration 26Q: 3 clusters Score -5855734 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -5856061.000000 Penalty: 5268.335449
	Iteration 27Q: 3 clusters Score -5856061 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -5856425.000000 Penalty: 5268.335449
	Iteration 28Q: 3 clusters Score -5856425 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -5856721.000000 Penalty: 5268.335449
	Iteration 29Q: 3 clusters Score -5856721 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -5856995.000000 Penalty: 5268.335449
	Iteration 30Q: 3 clusters Score -5856995 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -5857264.500000 Penalty: 5268.335449
	Iteration 31Q: 3 clusters Score -5857264 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -5857506.500000 Penalty: 5268.335449
	Iteration 32Q: 3 clusters Score -5857506 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -5857710.000000 Penalty: 5268.335449
	Iteration 33Q: 3 clusters Score -5857710 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -5857863.500000 Penalty: 5268.335449
	Iteration 34Q: 3 clusters Score -5857864 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -5858034.000000 Penalty: 5268.335449
	Iteration 35Q: 3 clusters Score -5858034 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5858183.000000 Penalty: 5268.335449
	Iteration 36Q: 3 clusters Score -5858183 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5858307.500000 Penalty: 5268.335449
	Iteration 37Q: 3 clusters Score -5858308 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5858421.000000 Penalty: 5268.335449
	Iteration 38Q: 3 clusters Score -5858421 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5858540.000000 Penalty: 5268.335449
	Iteration 39Q: 3 clusters Score -5858540 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5858618.500000 Penalty: 5268.335449
	Iteration 40F: 3 clusters Score -5858618 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5858704.500000 Penalty: 5268.335449
	Iteration 41Q: 3 clusters Score -5858704 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5858780.000000 Penalty: 5268.335449
	Iteration 42Q: 3 clusters Score -5858780 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5858834.000000 Penalty: 5268.335449
	Iteration 43Q: 3 clusters Score -5858834 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5858878.500000 Penalty: 5268.335449
	Iteration 44Q: 3 clusters Score -5858878 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5858917.000000 Penalty: 5268.335449
	Iteration 45Q: 3 clusters Score -5858917 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5858940.000000 Penalty: 5268.335449
	Iteration 46Q: 3 clusters Score -5858940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5858969.500000 Penalty: 5268.335449
	Iteration 47Q: 3 clusters Score -5858970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5858991.000000 Penalty: 5268.335449
	Iteration 48Q: 3 clusters Score -5858991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5858998.500000 Penalty: 5268.335449
	Iteration 49Q: 3 clusters Score -5858998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5859011.500000 Penalty: 5268.335449
	Iteration 50Q: 3 clusters Score -5859012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5859034.000000 Penalty: 5268.335449
	Iteration 51Q: 3 clusters Score -5859034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5859035.000000 Penalty: 5268.335449
	Iteration 52Q: 3 clusters Score -5859035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5859063.500000 Penalty: 5268.335449
	Iteration 53Q: 3 clusters Score -5859064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5859069.500000 Penalty: 5268.335449
	Iteration 54Q: 3 clusters Score -5859070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5859082.000000 Penalty: 5268.335449
	Iteration 55Q: 3 clusters Score -5859082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5859085.500000 Penalty: 5268.335449
	Iteration 56Q: 3 clusters Score -5859086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5859087.500000 Penalty: 5268.335449
	Iteration 57Q: 3 clusters Score -5859088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5859090.000000 Penalty: 5268.335449
	Iteration 58Q: 3 clusters Score -5859090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5859095.000000 Penalty: 5268.335449
	Iteration 59Q: 3 clusters Score -5859095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5859101.000000 Penalty: 5268.335449
	Iteration 60F: 3 clusters Score -5859101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5859112.000000 Penalty: 5268.335449
	Iteration 61Q: 3 clusters Score -5859112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5859106.500000 Penalty: 5268.335449
	Iteration 62Q: 3 clusters Score -5859106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5859109.000000 Penalty: 5268.335449
	Iteration 63Q: 3 clusters Score -5859109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5859114.500000 Penalty: 5268.335449
	Iteration 64Q: 3 clusters Score -5859114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5859113.000000 Penalty: 5268.335449
	Iteration 65Q: 3 clusters Score -5859113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5859120.000000 Penalty: 5268.335449
	Iteration 66Q: 3 clusters Score -5859120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5859134.000000 Penalty: 5268.335449
	Iteration 67Q: 3 clusters Score -5859134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5859136.000000 Penalty: 5268.335449
	Iteration 68Q: 3 clusters Score -5859136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5859145.500000 Penalty: 5268.335449
	Iteration 69Q: 3 clusters Score -5859146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5859149.500000 Penalty: 5268.335449
	Iteration 70Q: 3 clusters Score -5859150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5859163.500000 Penalty: 5268.335449
	Iteration 71Q: 3 clusters Score -5859164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5859160.500000 Penalty: 5268.335449
	Iteration 72Q: 3 clusters Score -5859160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5859160.000000 Penalty: 5268.335449
	Iteration 73Q: 3 clusters Score -5859160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5859170.500000 Penalty: 5268.335449
	Iteration 74Q: 3 clusters Score -5859170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5859170.500000 Penalty: 5268.335449
	Iteration 75Q: 3 clusters Score -5859170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5859169.500000 Penalty: 5268.335449
	Iteration 76Q: 3 clusters Score -5859170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5859169.500000 Penalty: 5268.335449
	Iteration 77F: 3 clusters Score -5859170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -193417.625000 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -193417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -191208.406250 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -191208.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -191592.328125 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -191592.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -191686.218750 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -191686.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -191738.046875 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -191738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -191780.437500 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -191780.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -191818.843750 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -191818.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -191902.218750 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -191902.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -192013.046875 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -192013 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -192138.328125 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -192138.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -192240.531250 Penalty: 3589.937988
	Iteration 9F: 3 clusters Score -192240.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -192312.187500 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -192312.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -192376.671875 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -192376.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -192440.828125 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -192440.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -192495.140625 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -192495.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -192536.859375 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -192536.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -192568.734375 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -192568.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -192600.593750 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -192600.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -192619.390625 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -192619.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -192636.984375 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -192637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -192650.062500 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -192650.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -192658.281250 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -192658.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -192666.250000 Penalty: 3589.937988
	Iteration 21Q: 3 clusters Score -192666.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -192676.265625 Penalty: 3589.937988
	Iteration 22Q: 3 clusters Score -192676.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -192687.859375 Penalty: 3589.937988
	Iteration 23Q: 3 clusters Score -192687.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -192695.437500 Penalty: 3589.937988
	Iteration 24Q: 3 clusters Score -192695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -192697.093750 Penalty: 3589.937988
	Iteration 25Q: 3 clusters Score -192697.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -192700.187500 Penalty: 3589.937988
	Iteration 26Q: 3 clusters Score -192700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -192700.921875 Penalty: 3589.937988
	Iteration 27Q: 3 clusters Score -192700.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -192700.921875 Penalty: 3589.937988
	Iteration 28F: 3 clusters Score -192700.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123373 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91446 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154619 members 
Mstep: Class 11 contains 18593 members 
Mstep: Class 12 contains 77215 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 439Q: 22 clusters Score -1.470464e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123374 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91444 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154618 members 
Mstep: Class 11 contains 18593 members 
Mstep: Class 12 contains 77217 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046384.000000 Penalty: 72245.875000
Iteration 440F: 22 clusters Score -1.470464e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123373 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91445 members 
Mstep: Class 6 contains 118006 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154616 members 
Mstep: Class 11 contains 18593 members 
Mstep: Class 12 contains 77219 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046320.000000 Penalty: 72245.875000
Iteration 441Q: 22 clusters Score -1.470463e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123374 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91443 members 
Mstep: Class 6 contains 118007 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154616 members 
Mstep: Class 11 contains 18593 members 
Mstep: Class 12 contains 77220 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046304.000000 Penalty: 72245.875000
Iteration 442Q: 22 clusters Score -1.470463e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 123376 members 
Mstep: Class 4 contains 57192 members 
Mstep: Class 5 contains 91438 members 
Mstep: Class 6 contains 118009 members 
Mstep: Class 7 contains 93964 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154615 members 
Mstep: Class 11 contains 18593 members 
Mstep: Class 12 contains 77220 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166051 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37678 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046320.000000 Penalty: 72245.875000
Iteration 443Q: 22 clusters Score -1.470463e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123377 members 
Mstep: Class 4 contains 57192 members 
Mstep: Class 5 contains 91435 members 
Mstep: Class 6 contains 118012 members 
Mstep: Class 7 contains 93963 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154614 members 
Mstep: Class 11 contains 18594 members 
Mstep: Class 12 contains 77222 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166049 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046384.000000 Penalty: 72245.875000
Iteration 444Q: 22 clusters Score -1.470464e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123378 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91432 members 
Mstep: Class 6 contains 118016 members 
Mstep: Class 7 contains 93963 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154612 members 
Mstep: Class 11 contains 18596 members 
Mstep: Class 12 contains 77222 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166048 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046432.000000 Penalty: 72245.875000
Iteration 445Q: 22 clusters Score -1.470464e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123379 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91429 members 
Mstep: Class 6 contains 118018 members 
Mstep: Class 7 contains 93963 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154612 members 
Mstep: Class 11 contains 18596 members 
Mstep: Class 12 contains 77222 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166048 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046480.000000 Penalty: 72245.875000
Iteration 446Q: 22 clusters Score -1.470465e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123383 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91420 members 
Mstep: Class 6 contains 118021 members 
Mstep: Class 7 contains 93963 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18597 members 
Mstep: Class 12 contains 77222 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046432.000000 Penalty: 72245.875000
Iteration 447Q: 22 clusters Score -1.470464e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123385 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91415 members 
Mstep: Class 6 contains 118022 members 
Mstep: Class 7 contains 93963 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18598 members 
Mstep: Class 12 contains 77224 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166049 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 448Q: 22 clusters Score -1.470464e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123387 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91410 members 
Mstep: Class 6 contains 118024 members 
Mstep: Class 7 contains 93963 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 77224 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166049 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046448.000000 Penalty: 72245.875000
Iteration 449Q: 22 clusters Score -1.470464e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123388 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91407 members 
Mstep: Class 6 contains 118026 members 
Mstep: Class 7 contains 93963 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 77224 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166049 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046416.000000 Penalty: 72245.875000
Iteration 450Q: 22 clusters Score -1.470464e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123388 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91406 members 
Mstep: Class 6 contains 118027 members 
Mstep: Class 7 contains 93962 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 77224 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046432.000000 Penalty: 72245.875000
Iteration 451Q: 22 clusters Score -1.470464e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123388 members 
Mstep: Class 4 contains 57192 members 
Mstep: Class 5 contains 91405 members 
Mstep: Class 6 contains 118027 members 
Mstep: Class 7 contains 93961 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154612 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 77224 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 452Q: 22 clusters Score -1.470464e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123388 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91403 members 
Mstep: Class 6 contains 118028 members 
Mstep: Class 7 contains 93960 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 77224 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166051 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37678 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 453Q: 22 clusters Score -1.470464e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123388 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91400 members 
Mstep: Class 6 contains 118031 members 
Mstep: Class 7 contains 93960 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 77224 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37679 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 454Q: 22 clusters Score -1.470464e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123389 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91394 members 
Mstep: Class 6 contains 118033 members 
Mstep: Class 7 contains 93960 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154612 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 77224 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37681 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046368.000000 Penalty: 72245.875000
Iteration 455Q: 22 clusters Score -1.470464e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123391 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91391 members 
Mstep: Class 6 contains 118034 members 
Mstep: Class 7 contains 93960 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 77224 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046384.000000 Penalty: 72245.875000
Iteration 456Q: 22 clusters Score -1.470464e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123394 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91385 members 
Mstep: Class 6 contains 118037 members 
Mstep: Class 7 contains 93959 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154612 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 77224 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046384.000000 Penalty: 72245.875000
Iteration 457Q: 22 clusters Score -1.470464e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 123398 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91378 members 
Mstep: Class 6 contains 118038 members 
Mstep: Class 7 contains 93959 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154612 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 77225 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166051 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 458Q: 22 clusters Score -1.470464e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22125 members 
Mstep: Class 3 contains 123402 members 
Mstep: Class 4 contains 57195 members 
Mstep: Class 5 contains 91367 members 
Mstep: Class 6 contains 118040 members 
Mstep: Class 7 contains 93961 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18600 members 
Mstep: Class 12 contains 77226 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166052 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046448.000000 Penalty: 72245.875000
Iteration 459Q: 22 clusters Score -1.470464e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22126 members 
Mstep: Class 3 contains 123406 members 
Mstep: Class 4 contains 57196 members 
Mstep: Class 5 contains 91355 members 
Mstep: Class 6 contains 118040 members 
Mstep: Class 7 contains 93961 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154610 members 
Mstep: Class 11 contains 18601 members 
Mstep: Class 12 contains 77230 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166054 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046384.000000 Penalty: 72245.875000
Iteration 460F: 22 clusters Score -1.470464e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22127 members 
Mstep: Class 3 contains 123408 members 
Mstep: Class 4 contains 57196 members 
Mstep: Class 5 contains 91351 members 
Mstep: Class 6 contains 118043 members 
Mstep: Class 7 contains 93957 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154610 members 
Mstep: Class 11 contains 18601 members 
Mstep: Class 12 contains 77231 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166055 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 461Q: 22 clusters Score -1.470464e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22127 members 
Mstep: Class 3 contains 123408 members 
Mstep: Class 4 contains 57196 members 
Mstep: Class 5 contains 91348 members 
Mstep: Class 6 contains 118045 members 
Mstep: Class 7 contains 93956 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154610 members 
Mstep: Class 11 contains 18601 members 
Mstep: Class 12 contains 77233 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166055 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046304.000000 Penalty: 72245.875000
Iteration 462Q: 22 clusters Score -1.470463e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 123412 members 
Mstep: Class 4 contains 57197 members 
Mstep: Class 5 contains 91343 members 
Mstep: Class 6 contains 118046 members 
Mstep: Class 7 contains 93954 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154610 members 
Mstep: Class 11 contains 18601 members 
Mstep: Class 12 contains 77234 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166055 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046352.000000 Penalty: 72245.875000
Iteration 463Q: 22 clusters Score -1.470464e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 123415 members 
Mstep: Class 4 contains 57196 members 
Mstep: Class 5 contains 91335 members 
Mstep: Class 6 contains 118047 members 
Mstep: Class 7 contains 93958 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 18601 members 
Mstep: Class 12 contains 77234 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166055 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046384.000000 Penalty: 72245.875000
Iteration 464Q: 22 clusters Score -1.470464e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 123416 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91329 members 
Mstep: Class 6 contains 118048 members 
Mstep: Class 7 contains 93956 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154616 members 
Mstep: Class 11 contains 18603 members 
Mstep: Class 12 contains 77235 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166055 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046416.000000 Penalty: 72245.875000
Iteration 465Q: 22 clusters Score -1.470464e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 123420 members 
Mstep: Class 4 contains 57192 members 
Mstep: Class 5 contains 91320 members 
Mstep: Class 6 contains 118050 members 
Mstep: Class 7 contains 93954 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154619 members 
Mstep: Class 11 contains 18605 members 
Mstep: Class 12 contains 77237 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5158 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166056 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046384.000000 Penalty: 72245.875000
Iteration 466Q: 22 clusters Score -1.470464e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22130 members 
Mstep: Class 3 contains 123423 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91308 members 
Mstep: Class 6 contains 118051 members 
Mstep: Class 7 contains 93954 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154622 members 
Mstep: Class 11 contains 18606 members 
Mstep: Class 12 contains 77240 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166056 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046416.000000 Penalty: 72245.875000
Iteration 467Q: 22 clusters Score -1.470464e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22133 members 
Mstep: Class 3 contains 123425 members 
Mstep: Class 4 contains 57192 members 
Mstep: Class 5 contains 91301 members 
Mstep: Class 6 contains 118052 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154624 members 
Mstep: Class 11 contains 18607 members 
Mstep: Class 12 contains 77243 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166053 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046448.000000 Penalty: 72245.875000
Iteration 468Q: 22 clusters Score -1.470464e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22136 members 
Mstep: Class 3 contains 123425 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91291 members 
Mstep: Class 6 contains 118059 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154622 members 
Mstep: Class 11 contains 18608 members 
Mstep: Class 12 contains 77245 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5154 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166053 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046448.000000 Penalty: 72245.875000
Iteration 469Q: 22 clusters Score -1.470464e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22138 members 
Mstep: Class 3 contains 123423 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91288 members 
Mstep: Class 6 contains 118059 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154623 members 
Mstep: Class 11 contains 18609 members 
Mstep: Class 12 contains 77246 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5153 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166054 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046496.000000 Penalty: 72245.875000
Iteration 470Q: 22 clusters Score -1.470465e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22139 members 
Mstep: Class 3 contains 123422 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91288 members 
Mstep: Class 6 contains 118058 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154623 members 
Mstep: Class 11 contains 18609 members 
Mstep: Class 12 contains 77248 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5151 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166055 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41013 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046480.000000 Penalty: 72245.875000
Iteration 471Q: 22 clusters Score -1.470465e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22139 members 
Mstep: Class 3 contains 123422 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91280 members 
Mstep: Class 6 contains 118057 members 
Mstep: Class 7 contains 93952 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154623 members 
Mstep: Class 11 contains 18613 members 
Mstep: Class 12 contains 77254 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166054 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046528.000000 Penalty: 72245.875000
Iteration 472Q: 22 clusters Score -1.470465e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22141 members 
Mstep: Class 3 contains 123420 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 91277 members 
Mstep: Class 6 contains 118056 members 
Mstep: Class 7 contains 93952 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154623 members 
Mstep: Class 11 contains 18614 members 
Mstep: Class 12 contains 77257 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166054 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046592.000000 Penalty: 72245.875000
Iteration 473Q: 22 clusters Score -1.470466e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22145 members 
Mstep: Class 3 contains 123426 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91262 members 
Mstep: Class 6 contains 118059 members 
Mstep: Class 7 contains 93952 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154624 members 
Mstep: Class 11 contains 18616 members 
Mstep: Class 12 contains 77257 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166053 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37683 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046528.000000 Penalty: 72245.875000
Iteration 474Q: 22 clusters Score -1.470465e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22147 members 
Mstep: Class 3 contains 123428 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91263 members 
Mstep: Class 6 contains 118058 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154619 members 
Mstep: Class 11 contains 18617 members 
Mstep: Class 12 contains 77258 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37684 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046544.000000 Penalty: 72245.875000
Iteration 475Q: 22 clusters Score -1.470465e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22146 members 
Mstep: Class 3 contains 123425 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91263 members 
Mstep: Class 6 contains 118060 members 
Mstep: Class 7 contains 93954 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154617 members 
Mstep: Class 11 contains 18616 members 
Mstep: Class 12 contains 77259 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37686 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046544.000000 Penalty: 72245.875000
Iteration 476Q: 22 clusters Score -1.470465e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22147 members 
Mstep: Class 3 contains 123424 members 
Mstep: Class 4 contains 57192 members 
Mstep: Class 5 contains 91261 members 
Mstep: Class 6 contains 118058 members 
Mstep: Class 7 contains 93955 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154617 members 
Mstep: Class 11 contains 18618 members 
Mstep: Class 12 contains 77259 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37687 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046432.000000 Penalty: 72245.875000
Iteration 477Q: 22 clusters Score -1.470464e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22145 members 
Mstep: Class 3 contains 123420 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91263 members 
Mstep: Class 6 contains 118061 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154615 members 
Mstep: Class 11 contains 18620 members 
Mstep: Class 12 contains 77262 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37179 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37688 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046496.000000 Penalty: 72245.875000
Iteration 478Q: 22 clusters Score -1.470465e+08 nChanged 28
Entering ConstructFrom: 
Score: -147046496.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -104116.937500 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -104116.9 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 433 members 
Entering Unmasked Estep 
Score: -102368.609375 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -102368.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102775.992188 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -102776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103209.062500 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -103209.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103753.757812 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -103753.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -104065.453125 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -104065.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -104165.750000 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -104165.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -104206.445312 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -104206.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -104226.156250 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -104226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -104240.195312 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -104240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -104243.632812 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -104243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -104244.289062 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -104244.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -104244.289062 Penalty: 3347.965820
	Iteration 11F: 3 clusters Score -104244.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 22143 members 
Mstep: Class 3 contains 123420 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91258 members 
Mstep: Class 6 contains 118061 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154614 members 
Mstep: Class 11 contains 18622 members 
Mstep: Class 12 contains 77264 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166051 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37690 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 208 members 
Entering Unmasked Estep 
Score: -147044880.000000 Penalty: 75686.148438
Splitting cluster 1 changes total score from -147046496.000000 to -147044880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Entering Unmasked Estep 
Score: -3155655.000000 Penalty: 2481.308594
	Iteration 0F: 2 clusters Score -3155655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3140116.500000 Penalty: 4962.617188
	Iteration 0F: 3 clusters Score -3140116 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3145382.750000 Penalty: 4962.617188
	Iteration 1F: 3 clusters Score -3145383 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3145816.250000 Penalty: 4962.617188
	Iteration 2F: 3 clusters Score -3145816 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3146244.500000 Penalty: 4962.617188
	Iteration 3Q: 3 clusters Score -3146244 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3146695.250000 Penalty: 4962.617188
	Iteration 4Q: 3 clusters Score -3146695 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3147325.500000 Penalty: 4962.617188
	Iteration 5F: 3 clusters Score -3147326 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3148274.250000 Penalty: 4962.617188
	Iteration 6F: 3 clusters Score -3148274 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3149592.500000 Penalty: 4962.617188
	Iteration 7F: 3 clusters Score -3149592 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3151116.500000 Penalty: 4962.617188
	Iteration 8F: 3 clusters Score -3151116 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3152397.000000 Penalty: 4962.617188
	Iteration 9F: 3 clusters Score -3152397 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3153183.500000 Penalty: 4962.617188
	Iteration 10Q: 3 clusters Score -3153184 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3153583.250000 Penalty: 4962.617188
	Iteration 11Q: 3 clusters Score -3153583 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3153779.250000 Penalty: 4962.617188
	Iteration 12Q: 3 clusters Score -3153779 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3153878.250000 Penalty: 4962.617188
	Iteration 13Q: 3 clusters Score -3153878 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3153933.250000 Penalty: 4962.617188
	Iteration 14Q: 3 clusters Score -3153933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3153968.000000 Penalty: 4962.617188
	Iteration 15Q: 3 clusters Score -3153968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3153998.750000 Penalty: 4962.617188
	Iteration 16Q: 3 clusters Score -3153999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3154013.500000 Penalty: 4962.617188
	Iteration 17Q: 3 clusters Score -3154014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3154017.250000 Penalty: 4962.617188
	Iteration 18Q: 3 clusters Score -3154017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3154025.250000 Penalty: 4962.617188
	Iteration 19Q: 3 clusters Score -3154025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3154029.750000 Penalty: 4962.617188
	Iteration 20F: 3 clusters Score -3154030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3154030.750000 Penalty: 4962.617188
	Iteration 21Q: 3 clusters Score -3154031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3154029.250000 Penalty: 4962.617188
	Iteration 22Q: 3 clusters Score -3154029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3154031.500000 Penalty: 4962.617188
	Iteration 23Q: 3 clusters Score -3154032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3154036.000000 Penalty: 4962.617188
	Iteration 24Q: 3 clusters Score -3154036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3154045.000000 Penalty: 4962.617188
	Iteration 25Q: 3 clusters Score -3154045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3154038.500000 Penalty: 4962.617188
	Iteration 26Q: 3 clusters Score -3154038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3154040.250000 Penalty: 4962.617188
	Iteration 27Q: 3 clusters Score -3154040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3154046.250000 Penalty: 4962.617188
	Iteration 28Q: 3 clusters Score -3154046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3154050.500000 Penalty: 4962.617188
	Iteration 29Q: 3 clusters Score -3154050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3154051.500000 Penalty: 4962.617188
	Iteration 30Q: 3 clusters Score -3154052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3154050.750000 Penalty: 4962.617188
	Iteration 31Q: 3 clusters Score -3154051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3154051.000000 Penalty: 4962.617188
	Iteration 32Q: 3 clusters Score -3154051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3154051.750000 Penalty: 4962.617188
	Iteration 33Q: 3 clusters Score -3154052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3154051.750000 Penalty: 4962.617188
	Iteration 34F: 3 clusters Score -3154052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (123420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123420 members 
Entering Unmasked Estep 
Score: -17577886.000000 Penalty: 2907.390381
	Iteration 0F: 2 clusters Score -1.757789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -17498560.000000 Penalty: 5814.780762
	Iteration 0F: 3 clusters Score -1.749856e+07 nChanged 58779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -17532482.000000 Penalty: 5814.780762
	Iteration 1F: 3 clusters Score -1.753248e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -17533476.000000 Penalty: 5814.780762
	Iteration 2Q: 3 clusters Score -1.753348e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -17535016.000000 Penalty: 5814.780762
	Iteration 3Q: 3 clusters Score -1.753502e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -17538016.000000 Penalty: 5814.780762
	Iteration 4F: 3 clusters Score -1.753802e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -17543216.000000 Penalty: 5814.780762
	Iteration 5F: 3 clusters Score -1.754322e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -17551362.000000 Penalty: 5814.780762
	Iteration 6F: 3 clusters Score -1.755136e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -17560442.000000 Penalty: 5814.780762
	Iteration 7F: 3 clusters Score -1.756044e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -17567648.000000 Penalty: 5814.780762
	Iteration 8F: 3 clusters Score -1.756765e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 114571 members 
Entering Unmasked Estep 
Score: -17571946.000000 Penalty: 5814.780762
	Iteration 9Q: 3 clusters Score -1.757195e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 117804 members 
Entering Unmasked Estep 
Score: -17574064.000000 Penalty: 5814.780762
	Iteration 10Q: 3 clusters Score -1.757406e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 119639 members 
Entering Unmasked Estep 
Score: -17575030.000000 Penalty: 5814.780762
	Iteration 11Q: 3 clusters Score -1.757503e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 120630 members 
Entering Unmasked Estep 
Score: -17575580.000000 Penalty: 5814.780762
	Iteration 12Q: 3 clusters Score -1.757558e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 121163 members 
Entering Unmasked Estep 
Score: -17575900.000000 Penalty: 5814.780762
	Iteration 13Q: 3 clusters Score -1.75759e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 121479 members 
Entering Unmasked Estep 
Score: -17576120.000000 Penalty: 5814.780762
	Iteration 14Q: 3 clusters Score -1.757612e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 121638 members 
Entering Unmasked Estep 
Score: -17576264.000000 Penalty: 5814.780762
	Iteration 15Q: 3 clusters Score -1.757626e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 121732 members 
Entering Unmasked Estep 
Score: -17576368.000000 Penalty: 5814.780762
	Iteration 16Q: 3 clusters Score -1.757637e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 121790 members 
Entering Unmasked Estep 
Score: -17576482.000000 Penalty: 5814.780762
	Iteration 17Q: 3 clusters Score -1.757648e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 121822 members 
Entering Unmasked Estep 
Score: -17576520.000000 Penalty: 5814.780762
	Iteration 18Q: 3 clusters Score -1.757652e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 121845 members 
Entering Unmasked Estep 
Score: -17576554.000000 Penalty: 5814.780762
	Iteration 19Q: 3 clusters Score -1.757655e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 121856 members 
Entering Unmasked Estep 
Score: -17576606.000000 Penalty: 5814.780762
	Iteration 20F: 3 clusters Score -1.757661e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 121865 members 
Entering Unmasked Estep 
Score: -17576634.000000 Penalty: 5814.780762
	Iteration 21Q: 3 clusters Score -1.757663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 121874 members 
Entering Unmasked Estep 
Score: -17576628.000000 Penalty: 5814.780762
	Iteration 22Q: 3 clusters Score -1.757663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 121871 members 
Entering Unmasked Estep 
Score: -17576642.000000 Penalty: 5814.780762
	Iteration 23Q: 3 clusters Score -1.757664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 121873 members 
Entering Unmasked Estep 
Score: -17576634.000000 Penalty: 5814.780762
	Iteration 24Q: 3 clusters Score -1.757663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 121874 members 
Entering Unmasked Estep 
Score: -17576662.000000 Penalty: 5814.780762
	Iteration 25Q: 3 clusters Score -1.757666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 121876 members 
Entering Unmasked Estep 
Score: -17576662.000000 Penalty: 5814.780762
	Iteration 26Q: 3 clusters Score -1.757666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 121878 members 
Entering Unmasked Estep 
Score: -17576646.000000 Penalty: 5814.780762
	Iteration 27Q: 3 clusters Score -1.757665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 121876 members 
Entering Unmasked Estep 
Score: -17576648.000000 Penalty: 5814.780762
	Iteration 28Q: 3 clusters Score -1.757665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 121885 members 
Entering Unmasked Estep 
Score: -17576672.000000 Penalty: 5814.780762
	Iteration 29Q: 3 clusters Score -1.757667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -17576676.000000 Penalty: 5814.780762
	Iteration 30Q: 3 clusters Score -1.757668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 121895 members 
Entering Unmasked Estep 
Score: -17576682.000000 Penalty: 5814.780762
	Iteration 31Q: 3 clusters Score -1.757668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -17576674.000000 Penalty: 5814.780762
	Iteration 32Q: 3 clusters Score -1.757667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 121894 members 
Entering Unmasked Estep 
Score: -17576668.000000 Penalty: 5814.780762
	Iteration 33Q: 3 clusters Score -1.757667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 121892 members 
Entering Unmasked Estep 
Score: -17576664.000000 Penalty: 5814.780762
	Iteration 34Q: 3 clusters Score -1.757666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 121896 members 
Entering Unmasked Estep 
Score: -17576670.000000 Penalty: 5814.780762
	Iteration 35Q: 3 clusters Score -1.757667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 121899 members 
Entering Unmasked Estep 
Score: -17576692.000000 Penalty: 5814.780762
	Iteration 36Q: 3 clusters Score -1.757669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -17576674.000000 Penalty: 5814.780762
	Iteration 37Q: 3 clusters Score -1.757667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 121902 members 
Entering Unmasked Estep 
Score: -17576684.000000 Penalty: 5814.780762
	Iteration 38Q: 3 clusters Score -1.757668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 121901 members 
Entering Unmasked Estep 
Score: -17576684.000000 Penalty: 5814.780762
	Iteration 39Q: 3 clusters Score -1.757668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 121900 members 
Entering Unmasked Estep 
Score: -17576678.000000 Penalty: 5814.780762
	Iteration 40F: 3 clusters Score -1.757668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 121901 members 
Entering Unmasked Estep 
Score: -17576686.000000 Penalty: 5814.780762
	Iteration 41Q: 3 clusters Score -1.757669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -17576684.000000 Penalty: 5814.780762
	Iteration 42Q: 3 clusters Score -1.757668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 121906 members 
Entering Unmasked Estep 
Score: -17576680.000000 Penalty: 5814.780762
	Iteration 43Q: 3 clusters Score -1.757668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 121910 members 
Entering Unmasked Estep 
Score: -17576680.000000 Penalty: 5814.780762
	Iteration 44Q: 3 clusters Score -1.757668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 121911 members 
Entering Unmasked Estep 
Score: -17576678.000000 Penalty: 5814.780762
	Iteration 45Q: 3 clusters Score -1.757668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 121911 members 
Entering Unmasked Estep 
Score: -17576682.000000 Penalty: 5814.780762
	Iteration 46Q: 3 clusters Score -1.757668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 121911 members 
Entering Unmasked Estep 
Score: -17576688.000000 Penalty: 5814.780762
	Iteration 47Q: 3 clusters Score -1.757669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 121909 members 
Entering Unmasked Estep 
Score: -17576680.000000 Penalty: 5814.780762
	Iteration 48Q: 3 clusters Score -1.757668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 121907 members 
Entering Unmasked Estep 
Score: -17576680.000000 Penalty: 5814.780762
	Iteration 49Q: 3 clusters Score -1.757668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 121908 members 
Entering Unmasked Estep 
Score: -17576686.000000 Penalty: 5814.780762
	Iteration 50Q: 3 clusters Score -1.757669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 121909 members 
Entering Unmasked Estep 
Score: -17576688.000000 Penalty: 5814.780762
	Iteration 51Q: 3 clusters Score -1.757669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 121909 members 
Entering Unmasked Estep 
Score: -17576688.000000 Penalty: 5814.780762
	Iteration 52F: 3 clusters Score -1.757669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Entering Unmasked Estep 
Score: -8164355.500000 Penalty: 2716.629639
	Iteration 0F: 2 clusters Score -8164356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -8125960.000000 Penalty: 5433.259277
	Iteration 0F: 3 clusters Score -8125960 nChanged 26395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -8140754.500000 Penalty: 5433.259277
	Iteration 1F: 3 clusters Score -8140754 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -8141534.500000 Penalty: 5433.259277
	Iteration 2Q: 3 clusters Score -8141534 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -8142539.500000 Penalty: 5433.259277
	Iteration 3Q: 3 clusters Score -8142540 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -8143819.000000 Penalty: 5433.259277
	Iteration 4Q: 3 clusters Score -8143819 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -8145429.000000 Penalty: 5433.259277
	Iteration 5F: 3 clusters Score -8145429 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -8147437.500000 Penalty: 5433.259277
	Iteration 6F: 3 clusters Score -8147438 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -8149965.500000 Penalty: 5433.259277
	Iteration 7F: 3 clusters Score -8149966 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -8152703.000000 Penalty: 5433.259277
	Iteration 8F: 3 clusters Score -8152703 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -8155293.000000 Penalty: 5433.259277
	Iteration 9F: 3 clusters Score -8155293 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -8157311.500000 Penalty: 5433.259277
	Iteration 10Q: 3 clusters Score -8157312 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -8158522.500000 Penalty: 5433.259277
	Iteration 11Q: 3 clusters Score -8158522 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -8159166.000000 Penalty: 5433.259277
	Iteration 12Q: 3 clusters Score -8159166 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -8159525.500000 Penalty: 5433.259277
	Iteration 13Q: 3 clusters Score -8159526 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -8159756.500000 Penalty: 5433.259277
	Iteration 14Q: 3 clusters Score -8159756 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -8160017.500000 Penalty: 5433.259277
	Iteration 15Q: 3 clusters Score -8160018 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -8160225.500000 Penalty: 5433.259277
	Iteration 16Q: 3 clusters Score -8160226 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -8160457.500000 Penalty: 5433.259277
	Iteration 17Q: 3 clusters Score -8160458 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -8160667.500000 Penalty: 5433.259277
	Iteration 18Q: 3 clusters Score -8160668 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -8160886.000000 Penalty: 5433.259277
	Iteration 19Q: 3 clusters Score -8160886 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8161086.500000 Penalty: 5433.259277
	Iteration 20F: 3 clusters Score -8161086 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -8161238.500000 Penalty: 5433.259277
	Iteration 21Q: 3 clusters Score -8161238 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8161386.000000 Penalty: 5433.259277
	Iteration 22Q: 3 clusters Score -8161386 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8161471.000000 Penalty: 5433.259277
	Iteration 23Q: 3 clusters Score -8161471 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8161567.500000 Penalty: 5433.259277
	Iteration 24Q: 3 clusters Score -8161568 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8161624.000000 Penalty: 5433.259277
	Iteration 25Q: 3 clusters Score -8161624 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8161680.500000 Penalty: 5433.259277
	Iteration 26Q: 3 clusters Score -8161680 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8161765.500000 Penalty: 5433.259277
	Iteration 27Q: 3 clusters Score -8161766 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8161817.500000 Penalty: 5433.259277
	Iteration 28Q: 3 clusters Score -8161818 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8161884.500000 Penalty: 5433.259277
	Iteration 29Q: 3 clusters Score -8161884 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8161919.500000 Penalty: 5433.259277
	Iteration 30Q: 3 clusters Score -8161920 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8161982.500000 Penalty: 5433.259277
	Iteration 31Q: 3 clusters Score -8161982 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8162024.000000 Penalty: 5433.259277
	Iteration 32Q: 3 clusters Score -8162024 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8162062.000000 Penalty: 5433.259277
	Iteration 33Q: 3 clusters Score -8162062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8162079.500000 Penalty: 5433.259277
	Iteration 34Q: 3 clusters Score -8162080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8162103.500000 Penalty: 5433.259277
	Iteration 35Q: 3 clusters Score -8162104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8162111.500000 Penalty: 5433.259277
	Iteration 36Q: 3 clusters Score -8162112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8162117.000000 Penalty: 5433.259277
	Iteration 37Q: 3 clusters Score -8162117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8162149.000000 Penalty: 5433.259277
	Iteration 38Q: 3 clusters Score -8162149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8162156.500000 Penalty: 5433.259277
	Iteration 39Q: 3 clusters Score -8162156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8162162.500000 Penalty: 5433.259277
	Iteration 40F: 3 clusters Score -8162162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8162167.500000 Penalty: 5433.259277
	Iteration 41Q: 3 clusters Score -8162168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8162171.000000 Penalty: 5433.259277
	Iteration 42Q: 3 clusters Score -8162171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8162176.500000 Penalty: 5433.259277
	Iteration 43Q: 3 clusters Score -8162176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8162178.000000 Penalty: 5433.259277
	Iteration 44Q: 3 clusters Score -8162178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8162178.000000 Penalty: 5433.259277
	Iteration 45Q: 3 clusters Score -8162178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8162190.000000 Penalty: 5433.259277
	Iteration 46Q: 3 clusters Score -8162190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8162192.500000 Penalty: 5433.259277
	Iteration 47Q: 3 clusters Score -8162192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8162192.500000 Penalty: 5433.259277
	Iteration 48Q: 3 clusters Score -8162192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8162195.000000 Penalty: 5433.259277
	Iteration 49Q: 3 clusters Score -8162195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8162192.500000 Penalty: 5433.259277
	Iteration 50Q: 3 clusters Score -8162192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8162201.500000 Penalty: 5433.259277
	Iteration 51Q: 3 clusters Score -8162202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8162198.000000 Penalty: 5433.259277
	Iteration 52Q: 3 clusters Score -8162198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8162203.000000 Penalty: 5433.259277
	Iteration 53Q: 3 clusters Score -8162203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8162204.000000 Penalty: 5433.259277
	Iteration 54Q: 3 clusters Score -8162204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8162204.000000 Penalty: 5433.259277
	Iteration 55F: 3 clusters Score -8162204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91258 members 
Entering Unmasked Estep 
Score: -13028211.000000 Penalty: 2832.518555
	Iteration 0F: 2 clusters Score -1.302821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -12967164.000000 Penalty: 5665.037109
	Iteration 0F: 3 clusters Score -1.296716e+07 nChanged 42994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -12991591.000000 Penalty: 5665.037109
	Iteration 1F: 3 clusters Score -1.299159e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -12992171.000000 Penalty: 5665.037109
	Iteration 2Q: 3 clusters Score -1.299217e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -12992797.000000 Penalty: 5665.037109
	Iteration 3Q: 3 clusters Score -1.29928e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -12993542.000000 Penalty: 5665.037109
	Iteration 4Q: 3 clusters Score -1.299354e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -12994663.000000 Penalty: 5665.037109
	Iteration 5Q: 3 clusters Score -1.299466e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -12996324.000000 Penalty: 5665.037109
	Iteration 6Q: 3 clusters Score -1.299632e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -12998817.000000 Penalty: 5665.037109
	Iteration 7Q: 3 clusters Score -1.299882e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -13002636.000000 Penalty: 5665.037109
	Iteration 8F: 3 clusters Score -1.300264e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -13007823.000000 Penalty: 5665.037109
	Iteration 9F: 3 clusters Score -1.300782e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -13013300.000000 Penalty: 5665.037109
	Iteration 10F: 3 clusters Score -1.30133e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -13017886.000000 Penalty: 5665.037109
	Iteration 11F: 3 clusters Score -1.301789e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 85685 members 
Entering Unmasked Estep 
Score: -13021215.000000 Penalty: 5665.037109
	Iteration 12Q: 3 clusters Score -1.302122e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 88036 members 
Entering Unmasked Estep 
Score: -13023252.000000 Penalty: 5665.037109
	Iteration 13Q: 3 clusters Score -1.302325e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -13024322.000000 Penalty: 5665.037109
	Iteration 14Q: 3 clusters Score -1.302432e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -13024900.000000 Penalty: 5665.037109
	Iteration 15Q: 3 clusters Score -1.30249e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 90395 members 
Entering Unmasked Estep 
Score: -13025229.000000 Penalty: 5665.037109
	Iteration 16Q: 3 clusters Score -1.302523e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 90590 members 
Entering Unmasked Estep 
Score: -13025437.000000 Penalty: 5665.037109
	Iteration 17Q: 3 clusters Score -1.302544e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 90692 members 
Entering Unmasked Estep 
Score: -13025578.000000 Penalty: 5665.037109
	Iteration 18Q: 3 clusters Score -1.302558e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -13025620.000000 Penalty: 5665.037109
	Iteration 19Q: 3 clusters Score -1.302562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 90782 members 
Entering Unmasked Estep 
Score: -13025633.000000 Penalty: 5665.037109
	Iteration 20F: 3 clusters Score -1.302563e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -13025679.000000 Penalty: 5665.037109
	Iteration 21Q: 3 clusters Score -1.302568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -13025703.000000 Penalty: 5665.037109
	Iteration 22Q: 3 clusters Score -1.30257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 90829 members 
Entering Unmasked Estep 
Score: -13025713.000000 Penalty: 5665.037109
	Iteration 23Q: 3 clusters Score -1.302571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -13025726.000000 Penalty: 5665.037109
	Iteration 24Q: 3 clusters Score -1.302573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -13025741.000000 Penalty: 5665.037109
	Iteration 25Q: 3 clusters Score -1.302574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -13025757.000000 Penalty: 5665.037109
	Iteration 26Q: 3 clusters Score -1.302576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -13025763.000000 Penalty: 5665.037109
	Iteration 27Q: 3 clusters Score -1.302576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 90870 members 
Entering Unmasked Estep 
Score: -13025773.000000 Penalty: 5665.037109
	Iteration 28Q: 3 clusters Score -1.302577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 90874 members 
Entering Unmasked Estep 
Score: -13025780.000000 Penalty: 5665.037109
	Iteration 29Q: 3 clusters Score -1.302578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -13025773.000000 Penalty: 5665.037109
	Iteration 30Q: 3 clusters Score -1.302577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 90875 members 
Entering Unmasked Estep 
Score: -13025775.000000 Penalty: 5665.037109
	Iteration 31Q: 3 clusters Score -1.302578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -13025786.000000 Penalty: 5665.037109
	Iteration 32Q: 3 clusters Score -1.302579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -13025786.000000 Penalty: 5665.037109
	Iteration 33F: 3 clusters Score -1.302579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (118061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118061 members 
Entering Unmasked Estep 
Score: -16744281.000000 Penalty: 2896.381348
	Iteration 0F: 2 clusters Score -1.674428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -16666385.000000 Penalty: 5792.762695
	Iteration 0F: 3 clusters Score -1.666638e+07 nChanged 56077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -16698810.000000 Penalty: 5792.762695
	Iteration 1F: 3 clusters Score -1.669881e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -16699786.000000 Penalty: 5792.762695
	Iteration 2Q: 3 clusters Score -1.669979e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -16701053.000000 Penalty: 5792.762695
	Iteration 3Q: 3 clusters Score -1.670105e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -16702751.000000 Penalty: 5792.762695
	Iteration 4Q: 3 clusters Score -1.670275e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -16705007.000000 Penalty: 5792.762695
	Iteration 5Q: 3 clusters Score -1.670501e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -16708042.000000 Penalty: 5792.762695
	Iteration 6Q: 3 clusters Score -1.670804e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -16712363.000000 Penalty: 5792.762695
	Iteration 7F: 3 clusters Score -1.671236e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -16717739.000000 Penalty: 5792.762695
	Iteration 8F: 3 clusters Score -1.671774e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -16722913.000000 Penalty: 5792.762695
	Iteration 9F: 3 clusters Score -1.672291e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -16725497.000000 Penalty: 5792.762695
	Iteration 10F: 3 clusters Score -1.67255e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -16726413.000000 Penalty: 5792.762695
	Iteration 11Q: 3 clusters Score -1.672641e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -16726941.000000 Penalty: 5792.762695
	Iteration 12Q: 3 clusters Score -1.672694e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -16727300.000000 Penalty: 5792.762695
	Iteration 13Q: 3 clusters Score -1.67273e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -16727733.000000 Penalty: 5792.762695
	Iteration 14Q: 3 clusters Score -1.672773e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -16727941.000000 Penalty: 5792.762695
	Iteration 15Q: 3 clusters Score -1.672794e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -16728255.000000 Penalty: 5792.762695
	Iteration 16Q: 3 clusters Score -1.672826e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -16728549.000000 Penalty: 5792.762695
	Iteration 17Q: 3 clusters Score -1.672855e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -16728859.000000 Penalty: 5792.762695
	Iteration 18Q: 3 clusters Score -1.672886e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -16729135.000000 Penalty: 5792.762695
	Iteration 19Q: 3 clusters Score -1.672914e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -16729489.000000 Penalty: 5792.762695
	Iteration 20F: 3 clusters Score -1.672949e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73940 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -16729798.000000 Penalty: 5792.762695
	Iteration 21Q: 3 clusters Score -1.67298e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -16730098.000000 Penalty: 5792.762695
	Iteration 22Q: 3 clusters Score -1.67301e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -16730365.000000 Penalty: 5792.762695
	Iteration 23Q: 3 clusters Score -1.673036e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -16730623.000000 Penalty: 5792.762695
	Iteration 24Q: 3 clusters Score -1.673062e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -16730864.000000 Penalty: 5792.762695
	Iteration 25Q: 3 clusters Score -1.673086e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -16731196.000000 Penalty: 5792.762695
	Iteration 26Q: 3 clusters Score -1.67312e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -16731507.000000 Penalty: 5792.762695
	Iteration 27Q: 3 clusters Score -1.673151e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -16731852.000000 Penalty: 5792.762695
	Iteration 28Q: 3 clusters Score -1.673185e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -16732298.000000 Penalty: 5792.762695
	Iteration 29Q: 3 clusters Score -1.67323e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -16732696.000000 Penalty: 5792.762695
	Iteration 30Q: 3 clusters Score -1.67327e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87537 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -16733132.000000 Penalty: 5792.762695
	Iteration 31Q: 3 clusters Score -1.673313e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89155 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -16733576.000000 Penalty: 5792.762695
	Iteration 32Q: 3 clusters Score -1.673358e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -16734007.000000 Penalty: 5792.762695
	Iteration 33Q: 3 clusters Score -1.673401e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92424 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -16734562.000000 Penalty: 5792.762695
	Iteration 34Q: 3 clusters Score -1.673456e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -16735059.000000 Penalty: 5792.762695
	Iteration 35Q: 3 clusters Score -1.673506e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -16735691.000000 Penalty: 5792.762695
	Iteration 36Q: 3 clusters Score -1.673569e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97630 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -16736222.000000 Penalty: 5792.762695
	Iteration 37Q: 3 clusters Score -1.673622e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -16736778.000000 Penalty: 5792.762695
	Iteration 38Q: 3 clusters Score -1.673678e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -16737215.000000 Penalty: 5792.762695
	Iteration 39Q: 3 clusters Score -1.673722e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -16737655.000000 Penalty: 5792.762695
	Iteration 40F: 3 clusters Score -1.673766e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103655 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -16738098.000000 Penalty: 5792.762695
	Iteration 41Q: 3 clusters Score -1.67381e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105008 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -16738451.000000 Penalty: 5792.762695
	Iteration 42Q: 3 clusters Score -1.673845e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -16738807.000000 Penalty: 5792.762695
	Iteration 43Q: 3 clusters Score -1.673881e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107490 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -16739174.000000 Penalty: 5792.762695
	Iteration 44Q: 3 clusters Score -1.673917e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -16739640.000000 Penalty: 5792.762695
	Iteration 45Q: 3 clusters Score -1.673964e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109682 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -16739972.000000 Penalty: 5792.762695
	Iteration 46Q: 3 clusters Score -1.673997e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110615 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -16740266.000000 Penalty: 5792.762695
	Iteration 47Q: 3 clusters Score -1.674027e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111467 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -16740564.000000 Penalty: 5792.762695
	Iteration 48Q: 3 clusters Score -1.674056e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112234 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -16740776.000000 Penalty: 5792.762695
	Iteration 49Q: 3 clusters Score -1.674078e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112901 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -16741101.000000 Penalty: 5792.762695
	Iteration 50Q: 3 clusters Score -1.67411e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113485 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -16741259.000000 Penalty: 5792.762695
	Iteration 51Q: 3 clusters Score -1.674126e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113987 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -16741403.000000 Penalty: 5792.762695
	Iteration 52Q: 3 clusters Score -1.67414e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114397 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -16741567.000000 Penalty: 5792.762695
	Iteration 53Q: 3 clusters Score -1.674157e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114737 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -16741649.000000 Penalty: 5792.762695
	Iteration 54Q: 3 clusters Score -1.674165e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115034 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -16741719.000000 Penalty: 5792.762695
	Iteration 55Q: 3 clusters Score -1.674172e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115302 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -16741759.000000 Penalty: 5792.762695
	Iteration 56Q: 3 clusters Score -1.674176e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115518 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -16741835.000000 Penalty: 5792.762695
	Iteration 57Q: 3 clusters Score -1.674184e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115723 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -16741895.000000 Penalty: 5792.762695
	Iteration 58Q: 3 clusters Score -1.67419e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -16741940.000000 Penalty: 5792.762695
	Iteration 59Q: 3 clusters Score -1.674194e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116056 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -16741957.000000 Penalty: 5792.762695
	Iteration 60F: 3 clusters Score -1.674196e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116178 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -16742004.000000 Penalty: 5792.762695
	Iteration 61Q: 3 clusters Score -1.6742e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116269 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -16742017.000000 Penalty: 5792.762695
	Iteration 62Q: 3 clusters Score -1.674202e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116342 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -16742048.000000 Penalty: 5792.762695
	Iteration 63Q: 3 clusters Score -1.674205e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116413 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -16742049.000000 Penalty: 5792.762695
	Iteration 64Q: 3 clusters Score -1.674205e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116473 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16742090.000000 Penalty: 5792.762695
	Iteration 65Q: 3 clusters Score -1.674209e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116523 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -16742067.000000 Penalty: 5792.762695
	Iteration 66Q: 3 clusters Score -1.674207e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116565 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -16742071.000000 Penalty: 5792.762695
	Iteration 67Q: 3 clusters Score -1.674207e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -16742069.000000 Penalty: 5792.762695
	Iteration 68Q: 3 clusters Score -1.674207e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116629 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -16742076.000000 Penalty: 5792.762695
	Iteration 69Q: 3 clusters Score -1.674208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116658 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -16742080.000000 Penalty: 5792.762695
	Iteration 70Q: 3 clusters Score -1.674208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116672 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -16742090.000000 Penalty: 5792.762695
	Iteration 71Q: 3 clusters Score -1.674209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116686 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -16742092.000000 Penalty: 5792.762695
	Iteration 72Q: 3 clusters Score -1.674209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116696 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -16742100.000000 Penalty: 5792.762695
	Iteration 73Q: 3 clusters Score -1.67421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116711 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -16742105.000000 Penalty: 5792.762695
	Iteration 74Q: 3 clusters Score -1.67421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116727 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -16742112.000000 Penalty: 5792.762695
	Iteration 75Q: 3 clusters Score -1.674211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116738 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -16742097.000000 Penalty: 5792.762695
	Iteration 76Q: 3 clusters Score -1.67421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116748 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -16742099.000000 Penalty: 5792.762695
	Iteration 77Q: 3 clusters Score -1.67421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116752 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -16742096.000000 Penalty: 5792.762695
	Iteration 78Q: 3 clusters Score -1.67421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116755 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -16742094.000000 Penalty: 5792.762695
	Iteration 79Q: 3 clusters Score -1.674209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116757 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -16742097.000000 Penalty: 5792.762695
	Iteration 80F: 3 clusters Score -1.67421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116760 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -16742092.000000 Penalty: 5792.762695
	Iteration 81Q: 3 clusters Score -1.674209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116764 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -16742092.000000 Penalty: 5792.762695
	Iteration 82Q: 3 clusters Score -1.674209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116766 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -16742084.000000 Penalty: 5792.762695
	Iteration 83Q: 3 clusters Score -1.674208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116770 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -16742085.000000 Penalty: 5792.762695
	Iteration 84Q: 3 clusters Score -1.674208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116776 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -16742088.000000 Penalty: 5792.762695
	Iteration 85Q: 3 clusters Score -1.674209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116779 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -16742087.000000 Penalty: 5792.762695
	Iteration 86Q: 3 clusters Score -1.674209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116781 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -16742091.000000 Penalty: 5792.762695
	Iteration 87Q: 3 clusters Score -1.674209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116781 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -16742091.000000 Penalty: 5792.762695
	Iteration 88F: 3 clusters Score -1.674209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Entering Unmasked Estep 
Score: -13363245.000000 Penalty: 2839.736328
	Iteration 0F: 2 clusters Score -1.336324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -13300445.000000 Penalty: 5679.472656
	Iteration 0F: 3 clusters Score -1.330044e+07 nChanged 44407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -13325950.000000 Penalty: 5679.472656
	Iteration 1F: 3 clusters Score -1.332595e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -13327016.000000 Penalty: 5679.472656
	Iteration 2Q: 3 clusters Score -1.332702e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -13328416.000000 Penalty: 5679.472656
	Iteration 3Q: 3 clusters Score -1.332842e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -13330334.000000 Penalty: 5679.472656
	Iteration 4Q: 3 clusters Score -1.333033e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -13333212.000000 Penalty: 5679.472656
	Iteration 5F: 3 clusters Score -1.333321e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -13337570.000000 Penalty: 5679.472656
	Iteration 6F: 3 clusters Score -1.333757e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -13343078.000000 Penalty: 5679.472656
	Iteration 7F: 3 clusters Score -1.334308e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -13348185.000000 Penalty: 5679.472656
	Iteration 8F: 3 clusters Score -1.334818e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 82528 members 
Entering Unmasked Estep 
Score: -13352424.000000 Penalty: 5679.472656
	Iteration 9F: 3 clusters Score -1.335242e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -13355248.000000 Penalty: 5679.472656
	Iteration 10Q: 3 clusters Score -1.335525e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -13357137.000000 Penalty: 5679.472656
	Iteration 11Q: 3 clusters Score -1.335714e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 89874 members 
Entering Unmasked Estep 
Score: -13358415.000000 Penalty: 5679.472656
	Iteration 12Q: 3 clusters Score -1.335842e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -13359322.000000 Penalty: 5679.472656
	Iteration 13Q: 3 clusters Score -1.335932e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -13359872.000000 Penalty: 5679.472656
	Iteration 14Q: 3 clusters Score -1.335987e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 92374 members 
Entering Unmasked Estep 
Score: -13360243.000000 Penalty: 5679.472656
	Iteration 15Q: 3 clusters Score -1.336024e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -13360418.000000 Penalty: 5679.472656
	Iteration 16Q: 3 clusters Score -1.336042e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -13360567.000000 Penalty: 5679.472656
	Iteration 17Q: 3 clusters Score -1.336057e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -13360647.000000 Penalty: 5679.472656
	Iteration 18Q: 3 clusters Score -1.336065e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
Score: -13360716.000000 Penalty: 5679.472656
	Iteration 19Q: 3 clusters Score -1.336072e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -13360738.000000 Penalty: 5679.472656
	Iteration 20F: 3 clusters Score -1.336074e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 93149 members 
Entering Unmasked Estep 
Score: -13360769.000000 Penalty: 5679.472656
	Iteration 21Q: 3 clusters Score -1.336077e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -13360794.000000 Penalty: 5679.472656
	Iteration 22Q: 3 clusters Score -1.336079e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -13360830.000000 Penalty: 5679.472656
	Iteration 23Q: 3 clusters Score -1.336083e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -13360830.000000 Penalty: 5679.472656
	Iteration 24Q: 3 clusters Score -1.336083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -13360869.000000 Penalty: 5679.472656
	Iteration 25Q: 3 clusters Score -1.336087e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
Score: -13360884.000000 Penalty: 5679.472656
	Iteration 26Q: 3 clusters Score -1.336088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 93244 members 
Entering Unmasked Estep 
Score: -13360895.000000 Penalty: 5679.472656
	Iteration 27Q: 3 clusters Score -1.33609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -13360910.000000 Penalty: 5679.472656
	Iteration 28Q: 3 clusters Score -1.336091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 93260 members 
Entering Unmasked Estep 
Score: -13360914.000000 Penalty: 5679.472656
	Iteration 29Q: 3 clusters Score -1.336091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 93269 members 
Entering Unmasked Estep 
Score: -13360916.000000 Penalty: 5679.472656
	Iteration 30Q: 3 clusters Score -1.336092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -13360917.000000 Penalty: 5679.472656
	Iteration 31Q: 3 clusters Score -1.336092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -13360921.000000 Penalty: 5679.472656
	Iteration 32Q: 3 clusters Score -1.336092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -13360922.000000 Penalty: 5679.472656
	Iteration 33Q: 3 clusters Score -1.336092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -13360932.000000 Penalty: 5679.472656
	Iteration 34Q: 3 clusters Score -1.336093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -13360932.000000 Penalty: 5679.472656
	Iteration 35F: 3 clusters Score -1.336093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -504653.937500 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -504653.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -500996.218750 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -500996.2 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -502019.781250 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -502019.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -502369.625000 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -502369.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -502599.812500 Penalty: 4060.762451
	Iteration 3F: 3 clusters Score -502599.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -502766.187500 Penalty: 4060.762451
	Iteration 4F: 3 clusters Score -502766.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -502925.093750 Penalty: 4060.762451
	Iteration 5Q: 3 clusters Score -502925.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -503115.250000 Penalty: 4060.762451
	Iteration 6F: 3 clusters Score -503115.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -503291.062500 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -503291.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -503463.093750 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -503463.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -503665.781250 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -503665.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -503875.187500 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -503875.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -504050.937500 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -504050.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -504234.593750 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -504234.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -504359.562500 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -504359.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -504402.687500 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -504402.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -504417.062500 Penalty: 4060.762451
	Iteration 15Q: 3 clusters Score -504417.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -504420.187500 Penalty: 4060.762451
	Iteration 16Q: 3 clusters Score -504420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -504422.750000 Penalty: 4060.762451
	Iteration 17Q: 3 clusters Score -504422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -504423.218750 Penalty: 4060.762451
	Iteration 18Q: 3 clusters Score -504423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -504424.500000 Penalty: 4060.762451
	Iteration 19Q: 3 clusters Score -504424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -504424.843750 Penalty: 4060.762451
	Iteration 20F: 3 clusters Score -504424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -504425.468750 Penalty: 4060.762451
	Iteration 21Q: 3 clusters Score -504425.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -504425.468750 Penalty: 4060.762451
	Iteration 22F: 3 clusters Score -504425.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -61457.113281 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -61457.11 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 274 members 
Entering Unmasked Estep 
Score: -60024.007812 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -60024.01 nChanged 114
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: -60428.281250 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -60428.28 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60990.507812 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -60990.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61394.015625 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -61394.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61708.246094 Penalty: 3099.987793
	Iteration 4F: 3 clusters Score -61708.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62041.722656 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -62041.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62092.316406 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -62092.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62134.496094 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -62134.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62134.496094 Penalty: 3099.987793
	Iteration 8F: 3 clusters Score -62134.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22143 members 
Mstep: Class 3 contains 123420 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91258 members 
Mstep: Class 6 contains 118061 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 165 members 
Mstep: Class 10 contains 154614 members 
Mstep: Class 11 contains 18622 members 
Mstep: Class 12 contains 77264 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166051 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37690 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 353 members 
Entering Unmasked Estep 
Score: -147045232.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147046496.000000 to -147045232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (154614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154614 members 
Entering Unmasked Estep 
Score: -21740296.000000 Penalty: 2963.274170
	Iteration 0F: 2 clusters Score -2.17403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -21639690.000000 Penalty: 5926.548340
	Iteration 0F: 3 clusters Score -2.163969e+07 nChanged 74229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -21682708.000000 Penalty: 5926.548340
	Iteration 1F: 3 clusters Score -2.168271e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75634 members 
Mstep: Class 2 contains 78980 members 
Entering Unmasked Estep 
Score: -21684378.000000 Penalty: 5926.548340
	Iteration 2Q: 3 clusters Score -2.168438e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -21686792.000000 Penalty: 5926.548340
	Iteration 3Q: 3 clusters Score -2.168679e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73263 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
Score: -21690036.000000 Penalty: 5926.548340
	Iteration 4Q: 3 clusters Score -2.169004e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
Score: -21694570.000000 Penalty: 5926.548340
	Iteration 5F: 3 clusters Score -2.169457e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -21700356.000000 Penalty: 5926.548340
	Iteration 6F: 3 clusters Score -2.170036e+07 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72260 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -21706974.000000 Penalty: 5926.548340
	Iteration 7F: 3 clusters Score -2.170697e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -21713316.000000 Penalty: 5926.548340
	Iteration 8F: 3 clusters Score -2.171332e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -21717728.000000 Penalty: 5926.548340
	Iteration 9F: 3 clusters Score -2.171773e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -21719516.000000 Penalty: 5926.548340
	Iteration 10Q: 3 clusters Score -2.171952e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -21720542.000000 Penalty: 5926.548340
	Iteration 11Q: 3 clusters Score -2.172054e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -21721102.000000 Penalty: 5926.548340
	Iteration 12Q: 3 clusters Score -2.17211e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81686 members 
Mstep: Class 2 contains 72928 members 
Entering Unmasked Estep 
Score: -21721566.000000 Penalty: 5926.548340
	Iteration 13Q: 3 clusters Score -2.172157e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -21721998.000000 Penalty: 5926.548340
	Iteration 14Q: 3 clusters Score -2.1722e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -21722264.000000 Penalty: 5926.548340
	Iteration 15Q: 3 clusters Score -2.172226e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 68374 members 
Entering Unmasked Estep 
Score: -21722626.000000 Penalty: 5926.548340
	Iteration 16Q: 3 clusters Score -2.172263e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -21723150.000000 Penalty: 5926.548340
	Iteration 17Q: 3 clusters Score -2.172315e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -21723646.000000 Penalty: 5926.548340
	Iteration 18Q: 3 clusters Score -2.172365e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -21724152.000000 Penalty: 5926.548340
	Iteration 19Q: 3 clusters Score -2.172415e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93644 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -21724668.000000 Penalty: 5926.548340
	Iteration 20F: 3 clusters Score -2.172467e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95791 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -21725204.000000 Penalty: 5926.548340
	Iteration 21Q: 3 clusters Score -2.17252e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -21725800.000000 Penalty: 5926.548340
	Iteration 22Q: 3 clusters Score -2.17258e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -21726602.000000 Penalty: 5926.548340
	Iteration 23Q: 3 clusters Score -2.17266e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103206 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -21727458.000000 Penalty: 5926.548340
	Iteration 24Q: 3 clusters Score -2.172746e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105983 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -21728494.000000 Penalty: 5926.548340
	Iteration 25Q: 3 clusters Score -2.172849e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108820 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -21729566.000000 Penalty: 5926.548340
	Iteration 26Q: 3 clusters Score -2.172957e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111680 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -21730762.000000 Penalty: 5926.548340
	Iteration 27Q: 3 clusters Score -2.173076e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114598 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -21732136.000000 Penalty: 5926.548340
	Iteration 28Q: 3 clusters Score -2.173214e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117463 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -21733466.000000 Penalty: 5926.548340
	Iteration 29Q: 3 clusters Score -2.173347e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120060 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -21734410.000000 Penalty: 5926.548340
	Iteration 30Q: 3 clusters Score -2.173441e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -21735252.000000 Penalty: 5926.548340
	Iteration 31Q: 3 clusters Score -2.173525e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124351 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -21735904.000000 Penalty: 5926.548340
	Iteration 32Q: 3 clusters Score -2.17359e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126163 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -21736278.000000 Penalty: 5926.548340
	Iteration 33Q: 3 clusters Score -2.173628e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127820 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -21736710.000000 Penalty: 5926.548340
	Iteration 34Q: 3 clusters Score -2.173671e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129291 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -21736982.000000 Penalty: 5926.548340
	Iteration 35Q: 3 clusters Score -2.173698e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130589 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -21737210.000000 Penalty: 5926.548340
	Iteration 36Q: 3 clusters Score -2.173721e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131767 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -21737410.000000 Penalty: 5926.548340
	Iteration 37Q: 3 clusters Score -2.173741e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132841 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -21737470.000000 Penalty: 5926.548340
	Iteration 38Q: 3 clusters Score -2.173747e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133831 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -21737576.000000 Penalty: 5926.548340
	Iteration 39Q: 3 clusters Score -2.173758e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134737 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -21737912.000000 Penalty: 5926.548340
	Iteration 40F: 3 clusters Score -2.173791e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135776 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -21738216.000000 Penalty: 5926.548340
	Iteration 41Q: 3 clusters Score -2.173822e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136798 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -21738332.000000 Penalty: 5926.548340
	Iteration 42Q: 3 clusters Score -2.173833e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137745 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -21738430.000000 Penalty: 5926.548340
	Iteration 43Q: 3 clusters Score -2.173843e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138650 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -21738578.000000 Penalty: 5926.548340
	Iteration 44Q: 3 clusters Score -2.173858e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139544 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -21738748.000000 Penalty: 5926.548340
	Iteration 45Q: 3 clusters Score -2.173875e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140384 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -21738820.000000 Penalty: 5926.548340
	Iteration 46Q: 3 clusters Score -2.173882e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141124 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -21738926.000000 Penalty: 5926.548340
	Iteration 47Q: 3 clusters Score -2.173893e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141802 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -21738960.000000 Penalty: 5926.548340
	Iteration 48Q: 3 clusters Score -2.173896e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142452 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -21738978.000000 Penalty: 5926.548340
	Iteration 49Q: 3 clusters Score -2.173898e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143028 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -21739072.000000 Penalty: 5926.548340
	Iteration 50Q: 3 clusters Score -2.173907e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143546 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -21739088.000000 Penalty: 5926.548340
	Iteration 51Q: 3 clusters Score -2.173909e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144000 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -21739130.000000 Penalty: 5926.548340
	Iteration 52Q: 3 clusters Score -2.173913e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144429 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -21739226.000000 Penalty: 5926.548340
	Iteration 53Q: 3 clusters Score -2.173923e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144861 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -21739240.000000 Penalty: 5926.548340
	Iteration 54Q: 3 clusters Score -2.173924e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145265 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -21739234.000000 Penalty: 5926.548340
	Iteration 55Q: 3 clusters Score -2.173923e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145630 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -21739256.000000 Penalty: 5926.548340
	Iteration 56Q: 3 clusters Score -2.173926e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145966 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -21739256.000000 Penalty: 5926.548340
	Iteration 57Q: 3 clusters Score -2.173926e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146273 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -21739192.000000 Penalty: 5926.548340
	Iteration 58Q: 3 clusters Score -2.173919e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146563 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -21739158.000000 Penalty: 5926.548340
	Iteration 59Q: 3 clusters Score -2.173916e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146804 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -21739148.000000 Penalty: 5926.548340
	Iteration 60F: 3 clusters Score -2.173915e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147011 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -21739154.000000 Penalty: 5926.548340
	Iteration 61Q: 3 clusters Score -2.173915e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147214 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -21739150.000000 Penalty: 5926.548340
	Iteration 62Q: 3 clusters Score -2.173915e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147406 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -21739186.000000 Penalty: 5926.548340
	Iteration 63Q: 3 clusters Score -2.173919e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147601 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -21739180.000000 Penalty: 5926.548340
	Iteration 64Q: 3 clusters Score -2.173918e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147795 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -21739170.000000 Penalty: 5926.548340
	Iteration 65Q: 3 clusters Score -2.173917e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147958 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -21739098.000000 Penalty: 5926.548340
	Iteration 66Q: 3 clusters Score -2.17391e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148103 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -21739060.000000 Penalty: 5926.548340
	Iteration 67Q: 3 clusters Score -2.173906e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148255 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -21739108.000000 Penalty: 5926.548340
	Iteration 68Q: 3 clusters Score -2.173911e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148410 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -21739168.000000 Penalty: 5926.548340
	Iteration 69Q: 3 clusters Score -2.173917e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148563 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -21739156.000000 Penalty: 5926.548340
	Iteration 70Q: 3 clusters Score -2.173916e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148702 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -21739146.000000 Penalty: 5926.548340
	Iteration 71Q: 3 clusters Score -2.173915e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148806 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -21739202.000000 Penalty: 5926.548340
	Iteration 72Q: 3 clusters Score -2.17392e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148894 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -21739162.000000 Penalty: 5926.548340
	Iteration 73Q: 3 clusters Score -2.173916e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148972 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -21739138.000000 Penalty: 5926.548340
	Iteration 74Q: 3 clusters Score -2.173914e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149042 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -21739136.000000 Penalty: 5926.548340
	Iteration 75Q: 3 clusters Score -2.173914e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149107 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -21739116.000000 Penalty: 5926.548340
	Iteration 76Q: 3 clusters Score -2.173912e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149170 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -21739124.000000 Penalty: 5926.548340
	Iteration 77Q: 3 clusters Score -2.173912e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -21739138.000000 Penalty: 5926.548340
	Iteration 78Q: 3 clusters Score -2.173914e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149330 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -21739142.000000 Penalty: 5926.548340
	Iteration 79Q: 3 clusters Score -2.173914e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149410 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -21739166.000000 Penalty: 5926.548340
	Iteration 80F: 3 clusters Score -2.173917e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149486 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -21739132.000000 Penalty: 5926.548340
	Iteration 81Q: 3 clusters Score -2.173913e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149542 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -21739112.000000 Penalty: 5926.548340
	Iteration 82Q: 3 clusters Score -2.173911e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149591 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -21739110.000000 Penalty: 5926.548340
	Iteration 83Q: 3 clusters Score -2.173911e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149634 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -21739088.000000 Penalty: 5926.548340
	Iteration 84Q: 3 clusters Score -2.173909e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149678 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -21739090.000000 Penalty: 5926.548340
	Iteration 85Q: 3 clusters Score -2.173909e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149722 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -21739098.000000 Penalty: 5926.548340
	Iteration 86Q: 3 clusters Score -2.17391e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149767 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -21739082.000000 Penalty: 5926.548340
	Iteration 87Q: 3 clusters Score -2.173908e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149813 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -21739078.000000 Penalty: 5926.548340
	Iteration 88Q: 3 clusters Score -2.173908e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149847 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -21739082.000000 Penalty: 5926.548340
	Iteration 89Q: 3 clusters Score -2.173908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149879 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -21739090.000000 Penalty: 5926.548340
	Iteration 90Q: 3 clusters Score -2.173909e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -21739068.000000 Penalty: 5926.548340
	Iteration 91Q: 3 clusters Score -2.173907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149946 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -21739064.000000 Penalty: 5926.548340
	Iteration 92Q: 3 clusters Score -2.173906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149978 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -21739064.000000 Penalty: 5926.548340
	Iteration 93Q: 3 clusters Score -2.173906e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -21739050.000000 Penalty: 5926.548340
	Iteration 94Q: 3 clusters Score -2.173905e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150047 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -21739052.000000 Penalty: 5926.548340
	Iteration 95Q: 3 clusters Score -2.173905e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150087 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -21739056.000000 Penalty: 5926.548340
	Iteration 96Q: 3 clusters Score -2.173906e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150124 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -21739052.000000 Penalty: 5926.548340
	Iteration 97Q: 3 clusters Score -2.173905e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150157 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -21739042.000000 Penalty: 5926.548340
	Iteration 98Q: 3 clusters Score -2.173904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150180 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -21739046.000000 Penalty: 5926.548340
	Iteration 99Q: 3 clusters Score -2.173905e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150203 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -21739048.000000 Penalty: 5926.548340
	Iteration 100F: 3 clusters Score -2.173905e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150225 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -21739068.000000 Penalty: 5926.548340
	Iteration 101Q: 3 clusters Score -2.173907e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150245 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -21739050.000000 Penalty: 5926.548340
	Iteration 102Q: 3 clusters Score -2.173905e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150266 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -21739036.000000 Penalty: 5926.548340
	Iteration 103Q: 3 clusters Score -2.173904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150287 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -21739042.000000 Penalty: 5926.548340
	Iteration 104Q: 3 clusters Score -2.173904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -21739042.000000 Penalty: 5926.548340
	Iteration 105Q: 3 clusters Score -2.173904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150326 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -21739030.000000 Penalty: 5926.548340
	Iteration 106Q: 3 clusters Score -2.173903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150338 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -21739046.000000 Penalty: 5926.548340
	Iteration 107Q: 3 clusters Score -2.173905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150351 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -21739048.000000 Penalty: 5926.548340
	Iteration 108Q: 3 clusters Score -2.173905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150363 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -21739064.000000 Penalty: 5926.548340
	Iteration 109Q: 3 clusters Score -2.173906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150373 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -21739072.000000 Penalty: 5926.548340
	Iteration 110Q: 3 clusters Score -2.173907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150381 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -21739072.000000 Penalty: 5926.548340
	Iteration 111Q: 3 clusters Score -2.173907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150391 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -21739050.000000 Penalty: 5926.548340
	Iteration 112Q: 3 clusters Score -2.173905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150396 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -21739046.000000 Penalty: 5926.548340
	Iteration 113Q: 3 clusters Score -2.173905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150402 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -21739044.000000 Penalty: 5926.548340
	Iteration 114Q: 3 clusters Score -2.173904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150408 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -21739024.000000 Penalty: 5926.548340
	Iteration 115Q: 3 clusters Score -2.173902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150411 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -21739030.000000 Penalty: 5926.548340
	Iteration 116Q: 3 clusters Score -2.173903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150416 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -21739032.000000 Penalty: 5926.548340
	Iteration 117Q: 3 clusters Score -2.173903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150422 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -21739036.000000 Penalty: 5926.548340
	Iteration 118Q: 3 clusters Score -2.173904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150433 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -21739046.000000 Penalty: 5926.548340
	Iteration 119Q: 3 clusters Score -2.173905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150442 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -21739044.000000 Penalty: 5926.548340
	Iteration 120F: 3 clusters Score -2.173904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150454 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -21739052.000000 Penalty: 5926.548340
	Iteration 121Q: 3 clusters Score -2.173905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150463 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -21739036.000000 Penalty: 5926.548340
	Iteration 122Q: 3 clusters Score -2.173904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150471 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -21739040.000000 Penalty: 5926.548340
	Iteration 123Q: 3 clusters Score -2.173904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150480 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -21739042.000000 Penalty: 5926.548340
	Iteration 124Q: 3 clusters Score -2.173904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150485 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -21739048.000000 Penalty: 5926.548340
	Iteration 125Q: 3 clusters Score -2.173905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150489 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -21739042.000000 Penalty: 5926.548340
	Iteration 126Q: 3 clusters Score -2.173904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150496 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -21739044.000000 Penalty: 5926.548340
	Iteration 127Q: 3 clusters Score -2.173904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150499 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -21739050.000000 Penalty: 5926.548340
	Iteration 128Q: 3 clusters Score -2.173905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150506 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -21739034.000000 Penalty: 5926.548340
	Iteration 129Q: 3 clusters Score -2.173903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150513 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -21739028.000000 Penalty: 5926.548340
	Iteration 130Q: 3 clusters Score -2.173903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150524 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -21739040.000000 Penalty: 5926.548340
	Iteration 131Q: 3 clusters Score -2.173904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150528 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -21739028.000000 Penalty: 5926.548340
	Iteration 132Q: 3 clusters Score -2.173903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150530 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -21739038.000000 Penalty: 5926.548340
	Iteration 133Q: 3 clusters Score -2.173904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150534 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -21739034.000000 Penalty: 5926.548340
	Iteration 134Q: 3 clusters Score -2.173903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150540 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -21739010.000000 Penalty: 5926.548340
	Iteration 135Q: 3 clusters Score -2.173901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -21739006.000000 Penalty: 5926.548340
	Iteration 136Q: 3 clusters Score -2.173901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150545 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -21739010.000000 Penalty: 5926.548340
	Iteration 137Q: 3 clusters Score -2.173901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150549 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -21739004.000000 Penalty: 5926.548340
	Iteration 138Q: 3 clusters Score -2.1739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150553 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -21739010.000000 Penalty: 5926.548340
	Iteration 139Q: 3 clusters Score -2.173901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150563 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -21739018.000000 Penalty: 5926.548340
	Iteration 140F: 3 clusters Score -2.173902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150573 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -21739018.000000 Penalty: 5926.548340
	Iteration 141Q: 3 clusters Score -2.173902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150587 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -21739004.000000 Penalty: 5926.548340
	Iteration 142Q: 3 clusters Score -2.1739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150594 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -21739014.000000 Penalty: 5926.548340
	Iteration 143Q: 3 clusters Score -2.173901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150607 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -21738998.000000 Penalty: 5926.548340
	Iteration 144Q: 3 clusters Score -2.1739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -21739004.000000 Penalty: 5926.548340
	Iteration 145Q: 3 clusters Score -2.1739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150630 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -21739006.000000 Penalty: 5926.548340
	Iteration 146Q: 3 clusters Score -2.173901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150636 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -21739006.000000 Penalty: 5926.548340
	Iteration 147Q: 3 clusters Score -2.173901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150647 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -21738998.000000 Penalty: 5926.548340
	Iteration 148Q: 3 clusters Score -2.1739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150658 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -21738986.000000 Penalty: 5926.548340
	Iteration 149Q: 3 clusters Score -2.173899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150674 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -21739010.000000 Penalty: 5926.548340
	Iteration 150Q: 3 clusters Score -2.173901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -21739018.000000 Penalty: 5926.548340
	Iteration 151Q: 3 clusters Score -2.173902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150686 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -21739026.000000 Penalty: 5926.548340
	Iteration 152Q: 3 clusters Score -2.173903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150691 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -21739028.000000 Penalty: 5926.548340
	Iteration 153Q: 3 clusters Score -2.173903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150695 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -21739002.000000 Penalty: 5926.548340
	Iteration 154Q: 3 clusters Score -2.1739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150698 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -21739000.000000 Penalty: 5926.548340
	Iteration 155Q: 3 clusters Score -2.1739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -21739008.000000 Penalty: 5926.548340
	Iteration 156Q: 3 clusters Score -2.173901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -21739016.000000 Penalty: 5926.548340
	Iteration 157Q: 3 clusters Score -2.173902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -21739020.000000 Penalty: 5926.548340
	Iteration 158Q: 3 clusters Score -2.173902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -21739006.000000 Penalty: 5926.548340
	Iteration 159Q: 3 clusters Score -2.173901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -21739014.000000 Penalty: 5926.548340
	Iteration 160F: 3 clusters Score -2.173901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150703 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -21739012.000000 Penalty: 5926.548340
	Iteration 161Q: 3 clusters Score -2.173901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150704 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -21739014.000000 Penalty: 5926.548340
	Iteration 162Q: 3 clusters Score -2.173901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150706 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -21739008.000000 Penalty: 5926.548340
	Iteration 163Q: 3 clusters Score -2.173901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150712 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -21739018.000000 Penalty: 5926.548340
	Iteration 164Q: 3 clusters Score -2.173902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150715 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -21739010.000000 Penalty: 5926.548340
	Iteration 165Q: 3 clusters Score -2.173901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150716 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -21738998.000000 Penalty: 5926.548340
	Iteration 166Q: 3 clusters Score -2.1739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150717 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -21739000.000000 Penalty: 5926.548340
	Iteration 167Q: 3 clusters Score -2.1739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150718 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -21739004.000000 Penalty: 5926.548340
	Iteration 168Q: 3 clusters Score -2.1739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150718 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -21739004.000000 Penalty: 5926.548340
	Iteration 169F: 3 clusters Score -2.1739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Entering Unmasked Estep 
Score: -2650950.500000 Penalty: 2438.360596
	Iteration 0F: 2 clusters Score -2650950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2637718.500000 Penalty: 4876.721191
	Iteration 0F: 3 clusters Score -2637718 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2642038.000000 Penalty: 4876.721191
	Iteration 1F: 3 clusters Score -2642038 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2642491.250000 Penalty: 4876.721191
	Iteration 2F: 3 clusters Score -2642491 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2642947.500000 Penalty: 4876.721191
	Iteration 3F: 3 clusters Score -2642948 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2643477.000000 Penalty: 4876.721191
	Iteration 4Q: 3 clusters Score -2643477 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2643992.250000 Penalty: 4876.721191
	Iteration 5F: 3 clusters Score -2643992 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2644531.750000 Penalty: 4876.721191
	Iteration 6F: 3 clusters Score -2644532 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2645097.500000 Penalty: 4876.721191
	Iteration 7F: 3 clusters Score -2645098 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2645743.750000 Penalty: 4876.721191
	Iteration 8F: 3 clusters Score -2645744 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2646415.500000 Penalty: 4876.721191
	Iteration 9F: 3 clusters Score -2646416 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2647052.250000 Penalty: 4876.721191
	Iteration 10F: 3 clusters Score -2647052 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2647573.750000 Penalty: 4876.721191
	Iteration 11Q: 3 clusters Score -2647574 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2647892.750000 Penalty: 4876.721191
	Iteration 12Q: 3 clusters Score -2647893 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2648116.750000 Penalty: 4876.721191
	Iteration 13Q: 3 clusters Score -2648117 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2648271.500000 Penalty: 4876.721191
	Iteration 14Q: 3 clusters Score -2648272 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2648383.750000 Penalty: 4876.721191
	Iteration 15Q: 3 clusters Score -2648384 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2648465.250000 Penalty: 4876.721191
	Iteration 16Q: 3 clusters Score -2648465 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2648511.250000 Penalty: 4876.721191
	Iteration 17Q: 3 clusters Score -2648511 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2648567.000000 Penalty: 4876.721191
	Iteration 18Q: 3 clusters Score -2648567 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2648616.250000 Penalty: 4876.721191
	Iteration 19Q: 3 clusters Score -2648616 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2648649.500000 Penalty: 4876.721191
	Iteration 20F: 3 clusters Score -2648650 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2648673.500000 Penalty: 4876.721191
	Iteration 21Q: 3 clusters Score -2648674 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2648712.500000 Penalty: 4876.721191
	Iteration 22Q: 3 clusters Score -2648712 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2648739.250000 Penalty: 4876.721191
	Iteration 23Q: 3 clusters Score -2648739 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2648757.500000 Penalty: 4876.721191
	Iteration 24Q: 3 clusters Score -2648758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2648794.750000 Penalty: 4876.721191
	Iteration 25Q: 3 clusters Score -2648795 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2648811.000000 Penalty: 4876.721191
	Iteration 26Q: 3 clusters Score -2648811 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2648833.250000 Penalty: 4876.721191
	Iteration 27Q: 3 clusters Score -2648833 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2648855.500000 Penalty: 4876.721191
	Iteration 28Q: 3 clusters Score -2648856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2648854.750000 Penalty: 4876.721191
	Iteration 29Q: 3 clusters Score -2648855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2648880.500000 Penalty: 4876.721191
	Iteration 30Q: 3 clusters Score -2648880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2648894.000000 Penalty: 4876.721191
	Iteration 31Q: 3 clusters Score -2648894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2648908.750000 Penalty: 4876.721191
	Iteration 32Q: 3 clusters Score -2648909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2648930.750000 Penalty: 4876.721191
	Iteration 33Q: 3 clusters Score -2648931 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2648944.750000 Penalty: 4876.721191
	Iteration 34Q: 3 clusters Score -2648945 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2648964.500000 Penalty: 4876.721191
	Iteration 35Q: 3 clusters Score -2648964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2648984.000000 Penalty: 4876.721191
	Iteration 36Q: 3 clusters Score -2648984 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2649005.500000 Penalty: 4876.721191
	Iteration 37Q: 3 clusters Score -2649006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2649021.000000 Penalty: 4876.721191
	Iteration 38Q: 3 clusters Score -2649021 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2649035.500000 Penalty: 4876.721191
	Iteration 39Q: 3 clusters Score -2649036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2649041.250000 Penalty: 4876.721191
	Iteration 40F: 3 clusters Score -2649041 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2649054.250000 Penalty: 4876.721191
	Iteration 41Q: 3 clusters Score -2649054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2649064.500000 Penalty: 4876.721191
	Iteration 42Q: 3 clusters Score -2649064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2649070.250000 Penalty: 4876.721191
	Iteration 43Q: 3 clusters Score -2649070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2649078.500000 Penalty: 4876.721191
	Iteration 44Q: 3 clusters Score -2649078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2649083.750000 Penalty: 4876.721191
	Iteration 45Q: 3 clusters Score -2649084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2649089.000000 Penalty: 4876.721191
	Iteration 46Q: 3 clusters Score -2649089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2649090.000000 Penalty: 4876.721191
	Iteration 47Q: 3 clusters Score -2649090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2649098.500000 Penalty: 4876.721191
	Iteration 48Q: 3 clusters Score -2649098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2649099.750000 Penalty: 4876.721191
	Iteration 49Q: 3 clusters Score -2649100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2649101.000000 Penalty: 4876.721191
	Iteration 50Q: 3 clusters Score -2649101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2649112.750000 Penalty: 4876.721191
	Iteration 51Q: 3 clusters Score -2649113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2649122.500000 Penalty: 4876.721191
	Iteration 52Q: 3 clusters Score -2649122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2649135.750000 Penalty: 4876.721191
	Iteration 53Q: 3 clusters Score -2649136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2649140.250000 Penalty: 4876.721191
	Iteration 54Q: 3 clusters Score -2649140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2649141.250000 Penalty: 4876.721191
	Iteration 55Q: 3 clusters Score -2649141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2649149.500000 Penalty: 4876.721191
	Iteration 56Q: 3 clusters Score -2649150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2649153.000000 Penalty: 4876.721191
	Iteration 57Q: 3 clusters Score -2649153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2649150.500000 Penalty: 4876.721191
	Iteration 58Q: 3 clusters Score -2649150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2649159.500000 Penalty: 4876.721191
	Iteration 59Q: 3 clusters Score -2649160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2649161.250000 Penalty: 4876.721191
	Iteration 60F: 3 clusters Score -2649161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2649157.750000 Penalty: 4876.721191
	Iteration 61Q: 3 clusters Score -2649158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2649164.250000 Penalty: 4876.721191
	Iteration 62Q: 3 clusters Score -2649164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2649172.500000 Penalty: 4876.721191
	Iteration 63Q: 3 clusters Score -2649172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2649182.250000 Penalty: 4876.721191
	Iteration 64Q: 3 clusters Score -2649182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2649186.250000 Penalty: 4876.721191
	Iteration 65Q: 3 clusters Score -2649186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2649181.750000 Penalty: 4876.721191
	Iteration 66Q: 3 clusters Score -2649182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2649185.500000 Penalty: 4876.721191
	Iteration 67Q: 3 clusters Score -2649186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2649187.000000 Penalty: 4876.721191
	Iteration 68Q: 3 clusters Score -2649187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2649190.250000 Penalty: 4876.721191
	Iteration 69Q: 3 clusters Score -2649190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2649191.500000 Penalty: 4876.721191
	Iteration 70Q: 3 clusters Score -2649192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2649191.000000 Penalty: 4876.721191
	Iteration 71Q: 3 clusters Score -2649191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2649193.000000 Penalty: 4876.721191
	Iteration 72Q: 3 clusters Score -2649193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2649189.500000 Penalty: 4876.721191
	Iteration 73Q: 3 clusters Score -2649190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2649189.500000 Penalty: 4876.721191
	Iteration 74F: 3 clusters Score -2649190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Entering Unmasked Estep 
Score: -10989408.000000 Penalty: 2791.235840
	Iteration 0F: 2 clusters Score -1.098941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -10937694.000000 Penalty: 5582.471680
	Iteration 0F: 3 clusters Score -1.093769e+07 nChanged 36232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -10957993.000000 Penalty: 5582.471680
	Iteration 1F: 3 clusters Score -1.095799e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -10958649.000000 Penalty: 5582.471680
	Iteration 2Q: 3 clusters Score -1.095865e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -10959393.000000 Penalty: 5582.471680
	Iteration 3Q: 3 clusters Score -1.095939e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -10960285.000000 Penalty: 5582.471680
	Iteration 4Q: 3 clusters Score -1.096028e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -10961229.000000 Penalty: 5582.471680
	Iteration 5Q: 3 clusters Score -1.096123e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -10962348.000000 Penalty: 5582.471680
	Iteration 6Q: 3 clusters Score -1.096235e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -10963772.000000 Penalty: 5582.471680
	Iteration 7Q: 3 clusters Score -1.096377e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -10965549.000000 Penalty: 5582.471680
	Iteration 8Q: 3 clusters Score -1.096555e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -10967774.000000 Penalty: 5582.471680
	Iteration 9F: 3 clusters Score -1.096777e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -10970354.000000 Penalty: 5582.471680
	Iteration 10F: 3 clusters Score -1.097035e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -10973021.000000 Penalty: 5582.471680
	Iteration 11F: 3 clusters Score -1.097302e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -10975066.000000 Penalty: 5582.471680
	Iteration 12Q: 3 clusters Score -1.097507e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -10976027.000000 Penalty: 5582.471680
	Iteration 13Q: 3 clusters Score -1.097603e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -10976425.000000 Penalty: 5582.471680
	Iteration 14Q: 3 clusters Score -1.097642e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -10976632.000000 Penalty: 5582.471680
	Iteration 15Q: 3 clusters Score -1.097663e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -10976852.000000 Penalty: 5582.471680
	Iteration 16Q: 3 clusters Score -1.097685e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -10977016.000000 Penalty: 5582.471680
	Iteration 17Q: 3 clusters Score -1.097702e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -10977207.000000 Penalty: 5582.471680
	Iteration 18Q: 3 clusters Score -1.097721e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -10977404.000000 Penalty: 5582.471680
	Iteration 19Q: 3 clusters Score -1.09774e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -10977653.000000 Penalty: 5582.471680
	Iteration 20F: 3 clusters Score -1.097765e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -10977873.000000 Penalty: 5582.471680
	Iteration 21Q: 3 clusters Score -1.097787e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -10978064.000000 Penalty: 5582.471680
	Iteration 22Q: 3 clusters Score -1.097806e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -10978295.000000 Penalty: 5582.471680
	Iteration 23Q: 3 clusters Score -1.09783e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -10978546.000000 Penalty: 5582.471680
	Iteration 24Q: 3 clusters Score -1.097855e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -10978888.000000 Penalty: 5582.471680
	Iteration 25Q: 3 clusters Score -1.097889e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -10979242.000000 Penalty: 5582.471680
	Iteration 26Q: 3 clusters Score -1.097924e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -10979596.000000 Penalty: 5582.471680
	Iteration 27Q: 3 clusters Score -1.09796e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -10979985.000000 Penalty: 5582.471680
	Iteration 28Q: 3 clusters Score -1.097998e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -10980423.000000 Penalty: 5582.471680
	Iteration 29Q: 3 clusters Score -1.098042e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -10980842.000000 Penalty: 5582.471680
	Iteration 30Q: 3 clusters Score -1.098084e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -10981307.000000 Penalty: 5582.471680
	Iteration 31Q: 3 clusters Score -1.098131e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -10981970.000000 Penalty: 5582.471680
	Iteration 32Q: 3 clusters Score -1.098197e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -10982516.000000 Penalty: 5582.471680
	Iteration 33Q: 3 clusters Score -1.098252e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -10983013.000000 Penalty: 5582.471680
	Iteration 34Q: 3 clusters Score -1.098301e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -10983579.000000 Penalty: 5582.471680
	Iteration 35Q: 3 clusters Score -1.098358e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -10984193.000000 Penalty: 5582.471680
	Iteration 36Q: 3 clusters Score -1.098419e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -10984718.000000 Penalty: 5582.471680
	Iteration 37Q: 3 clusters Score -1.098472e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -10985193.000000 Penalty: 5582.471680
	Iteration 38Q: 3 clusters Score -1.098519e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73804 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -10985609.000000 Penalty: 5582.471680
	Iteration 39Q: 3 clusters Score -1.098561e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -10985970.000000 Penalty: 5582.471680
	Iteration 40F: 3 clusters Score -1.098597e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74907 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -10986259.000000 Penalty: 5582.471680
	Iteration 41Q: 3 clusters Score -1.098626e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -10986504.000000 Penalty: 5582.471680
	Iteration 42Q: 3 clusters Score -1.09865e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10986615.000000 Penalty: 5582.471680
	Iteration 43Q: 3 clusters Score -1.098662e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75734 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -10986710.000000 Penalty: 5582.471680
	Iteration 44Q: 3 clusters Score -1.098671e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10986811.000000 Penalty: 5582.471680
	Iteration 45Q: 3 clusters Score -1.098681e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -10986837.000000 Penalty: 5582.471680
	Iteration 46Q: 3 clusters Score -1.098684e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10986907.000000 Penalty: 5582.471680
	Iteration 47Q: 3 clusters Score -1.098691e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10986928.000000 Penalty: 5582.471680
	Iteration 48Q: 3 clusters Score -1.098693e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76181 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10986964.000000 Penalty: 5582.471680
	Iteration 49Q: 3 clusters Score -1.098696e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10986985.000000 Penalty: 5582.471680
	Iteration 50Q: 3 clusters Score -1.098698e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10987037.000000 Penalty: 5582.471680
	Iteration 51Q: 3 clusters Score -1.098704e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10987041.000000 Penalty: 5582.471680
	Iteration 52Q: 3 clusters Score -1.098704e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76339 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10987061.000000 Penalty: 5582.471680
	Iteration 53Q: 3 clusters Score -1.098706e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10987079.000000 Penalty: 5582.471680
	Iteration 54Q: 3 clusters Score -1.098708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10987107.000000 Penalty: 5582.471680
	Iteration 55Q: 3 clusters Score -1.098711e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10987121.000000 Penalty: 5582.471680
	Iteration 56Q: 3 clusters Score -1.098712e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10987126.000000 Penalty: 5582.471680
	Iteration 57Q: 3 clusters Score -1.098713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10987160.000000 Penalty: 5582.471680
	Iteration 58Q: 3 clusters Score -1.098716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10987159.000000 Penalty: 5582.471680
	Iteration 59Q: 3 clusters Score -1.098716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10987179.000000 Penalty: 5582.471680
	Iteration 60F: 3 clusters Score -1.098718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10987175.000000 Penalty: 5582.471680
	Iteration 61Q: 3 clusters Score -1.098718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10987185.000000 Penalty: 5582.471680
	Iteration 62Q: 3 clusters Score -1.098718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10987200.000000 Penalty: 5582.471680
	Iteration 63Q: 3 clusters Score -1.09872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10987198.000000 Penalty: 5582.471680
	Iteration 64Q: 3 clusters Score -1.09872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10987208.000000 Penalty: 5582.471680
	Iteration 65Q: 3 clusters Score -1.098721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10987204.000000 Penalty: 5582.471680
	Iteration 66Q: 3 clusters Score -1.09872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10987210.000000 Penalty: 5582.471680
	Iteration 67Q: 3 clusters Score -1.098721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10987207.000000 Penalty: 5582.471680
	Iteration 68Q: 3 clusters Score -1.098721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76541 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10987207.000000 Penalty: 5582.471680
	Iteration 69Q: 3 clusters Score -1.098721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10987216.000000 Penalty: 5582.471680
	Iteration 70Q: 3 clusters Score -1.098722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10987211.000000 Penalty: 5582.471680
	Iteration 71Q: 3 clusters Score -1.098721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76543 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10987205.000000 Penalty: 5582.471680
	Iteration 72Q: 3 clusters Score -1.09872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76545 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10987218.000000 Penalty: 5582.471680
	Iteration 73Q: 3 clusters Score -1.098722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10987224.000000 Penalty: 5582.471680
	Iteration 74Q: 3 clusters Score -1.098722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10987229.000000 Penalty: 5582.471680
	Iteration 75Q: 3 clusters Score -1.098723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10987230.000000 Penalty: 5582.471680
	Iteration 76Q: 3 clusters Score -1.098723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76560 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10987236.000000 Penalty: 5582.471680
	Iteration 77Q: 3 clusters Score -1.098724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10987234.000000 Penalty: 5582.471680
	Iteration 78Q: 3 clusters Score -1.098723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76563 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10987235.000000 Penalty: 5582.471680
	Iteration 79Q: 3 clusters Score -1.098724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10987239.000000 Penalty: 5582.471680
	Iteration 80F: 3 clusters Score -1.098724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10987231.000000 Penalty: 5582.471680
	Iteration 81Q: 3 clusters Score -1.098723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10987240.000000 Penalty: 5582.471680
	Iteration 82Q: 3 clusters Score -1.098724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10987244.000000 Penalty: 5582.471680
	Iteration 83Q: 3 clusters Score -1.098724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10987249.000000 Penalty: 5582.471680
	Iteration 84Q: 3 clusters Score -1.098725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10987249.000000 Penalty: 5582.471680
	Iteration 85Q: 3 clusters Score -1.098725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10987249.000000 Penalty: 5582.471680
	Iteration 86F: 3 clusters Score -1.098725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -267699.687500 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -267699.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -265155.218750 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -265155.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -265648.500000 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -265648.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -265802.562500 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -265802.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -265919.000000 Penalty: 3752.633545
	Iteration 3Q: 3 clusters Score -265919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -266006.500000 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -266006.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -266084.375000 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -266084.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -266161.875000 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -266161.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -266235.031250 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -266235 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -266292.281250 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -266292.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -266332.281250 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -266332.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -266366.468750 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -266366.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -266392.593750 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -266392.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -266415.531250 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -266415.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -266444.062500 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -266444.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -266476.968750 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -266477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -266508.500000 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -266508.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -266530.656250 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -266530.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -266552.000000 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -266552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -266574.625000 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -266574.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -266594.343750 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -266594.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -266619.781250 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -266619.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -266629.437500 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -266629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -266642.343750 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -266642.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -266648.031250 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -266648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -266655.000000 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -266655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -266661.625000 Penalty: 3752.633545
	Iteration 25Q: 3 clusters Score -266661.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -266669.125000 Penalty: 3752.633545
	Iteration 26Q: 3 clusters Score -266669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -266678.187500 Penalty: 3752.633545
	Iteration 27Q: 3 clusters Score -266678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -266682.343750 Penalty: 3752.633545
	Iteration 28Q: 3 clusters Score -266682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -266683.656250 Penalty: 3752.633545
	Iteration 29Q: 3 clusters Score -266683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -266685.156250 Penalty: 3752.633545
	Iteration 30Q: 3 clusters Score -266685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -266685.156250 Penalty: 3752.633545
	Iteration 31F: 3 clusters Score -266685.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Entering Unmasked Estep 
Score: -738769.875000 Penalty: 2119.594482
	Iteration 0F: 2 clusters Score -738769.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -734111.937500 Penalty: 4239.188965
	Iteration 0F: 3 clusters Score -734111.9 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -735210.500000 Penalty: 4239.188965
	Iteration 1F: 3 clusters Score -735210.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -735377.875000 Penalty: 4239.188965
	Iteration 2F: 3 clusters Score -735377.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -735483.000000 Penalty: 4239.188965
	Iteration 3Q: 3 clusters Score -735483 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -735548.562500 Penalty: 4239.188965
	Iteration 4Q: 3 clusters Score -735548.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -735595.187500 Penalty: 4239.188965
	Iteration 5Q: 3 clusters Score -735595.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -735632.625000 Penalty: 4239.188965
	Iteration 6Q: 3 clusters Score -735632.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -735662.500000 Penalty: 4239.188965
	Iteration 7Q: 3 clusters Score -735662.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -735689.437500 Penalty: 4239.188965
	Iteration 8Q: 3 clusters Score -735689.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -735713.375000 Penalty: 4239.188965
	Iteration 9Q: 3 clusters Score -735713.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -735735.125000 Penalty: 4239.188965
	Iteration 10Q: 3 clusters Score -735735.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -735749.500000 Penalty: 4239.188965
	Iteration 11Q: 3 clusters Score -735749.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -735758.250000 Penalty: 4239.188965
	Iteration 12Q: 3 clusters Score -735758.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -735765.937500 Penalty: 4239.188965
	Iteration 13Q: 3 clusters Score -735765.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -735768.125000 Penalty: 4239.188965
	Iteration 14Q: 3 clusters Score -735768.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -735774.000000 Penalty: 4239.188965
	Iteration 15Q: 3 clusters Score -735774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -735775.500000 Penalty: 4239.188965
	Iteration 16Q: 3 clusters Score -735775.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -735777.750000 Penalty: 4239.188965
	Iteration 17Q: 3 clusters Score -735777.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -735780.687500 Penalty: 4239.188965
	Iteration 18Q: 3 clusters Score -735780.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -735784.312500 Penalty: 4239.188965
	Iteration 19Q: 3 clusters Score -735784.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -735786.812500 Penalty: 4239.188965
	Iteration 20F: 3 clusters Score -735786.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -735790.875000 Penalty: 4239.188965
	Iteration 21Q: 3 clusters Score -735790.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -735798.437500 Penalty: 4239.188965
	Iteration 22Q: 3 clusters Score -735798.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -735803.312500 Penalty: 4239.188965
	Iteration 23Q: 3 clusters Score -735803.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -735806.750000 Penalty: 4239.188965
	Iteration 24Q: 3 clusters Score -735806.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -735811.687500 Penalty: 4239.188965
	Iteration 25Q: 3 clusters Score -735811.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -735813.625000 Penalty: 4239.188965
	Iteration 26Q: 3 clusters Score -735813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -735817.312500 Penalty: 4239.188965
	Iteration 27Q: 3 clusters Score -735817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -735818.312500 Penalty: 4239.188965
	Iteration 28Q: 3 clusters Score -735818.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -735817.812500 Penalty: 4239.188965
	Iteration 29Q: 3 clusters Score -735817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -735818.437500 Penalty: 4239.188965
	Iteration 30Q: 3 clusters Score -735818.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -735818.437500 Penalty: 4239.188965
	Iteration 31F: 3 clusters Score -735818.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Entering Unmasked Estep 
Score: -5081599.500000 Penalty: 2609.834473
	Iteration 0F: 2 clusters Score -5081600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -5056365.000000 Penalty: 5219.668945
	Iteration 0F: 3 clusters Score -5056365 nChanged 16917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -5065564.500000 Penalty: 5219.668945
	Iteration 1F: 3 clusters Score -5065564 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -5066289.000000 Penalty: 5219.668945
	Iteration 2Q: 3 clusters Score -5066289 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5067510.000000 Penalty: 5219.668945
	Iteration 3F: 3 clusters Score -5067510 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -5069723.500000 Penalty: 5219.668945
	Iteration 4F: 3 clusters Score -5069724 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -5072704.500000 Penalty: 5219.668945
	Iteration 5F: 3 clusters Score -5072704 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -5075592.000000 Penalty: 5219.668945
	Iteration 6F: 3 clusters Score -5075592 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -5077734.500000 Penalty: 5219.668945
	Iteration 7F: 3 clusters Score -5077734 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -5078934.000000 Penalty: 5219.668945
	Iteration 8Q: 3 clusters Score -5078934 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -5079714.000000 Penalty: 5219.668945
	Iteration 9Q: 3 clusters Score -5079714 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -5080266.000000 Penalty: 5219.668945
	Iteration 10Q: 3 clusters Score -5080266 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -5080599.500000 Penalty: 5219.668945
	Iteration 11Q: 3 clusters Score -5080600 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -5080812.500000 Penalty: 5219.668945
	Iteration 12Q: 3 clusters Score -5080812 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -5080955.500000 Penalty: 5219.668945
	Iteration 13Q: 3 clusters Score -5080956 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -5081014.000000 Penalty: 5219.668945
	Iteration 14Q: 3 clusters Score -5081014 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -5081072.000000 Penalty: 5219.668945
	Iteration 15Q: 3 clusters Score -5081072 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -5081106.500000 Penalty: 5219.668945
	Iteration 16Q: 3 clusters Score -5081106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -5081141.000000 Penalty: 5219.668945
	Iteration 17Q: 3 clusters Score -5081141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -5081158.000000 Penalty: 5219.668945
	Iteration 18Q: 3 clusters Score -5081158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -5081174.500000 Penalty: 5219.668945
	Iteration 19Q: 3 clusters Score -5081174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -5081183.500000 Penalty: 5219.668945
	Iteration 20F: 3 clusters Score -5081184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5081193.500000 Penalty: 5219.668945
	Iteration 21Q: 3 clusters Score -5081194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -5081200.500000 Penalty: 5219.668945
	Iteration 22Q: 3 clusters Score -5081200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -5081211.500000 Penalty: 5219.668945
	Iteration 23Q: 3 clusters Score -5081212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -5081217.500000 Penalty: 5219.668945
	Iteration 24Q: 3 clusters Score -5081218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -5081232.000000 Penalty: 5219.668945
	Iteration 25Q: 3 clusters Score -5081232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -5081255.500000 Penalty: 5219.668945
	Iteration 26Q: 3 clusters Score -5081256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -5081273.000000 Penalty: 5219.668945
	Iteration 27Q: 3 clusters Score -5081273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -5081273.500000 Penalty: 5219.668945
	Iteration 28Q: 3 clusters Score -5081274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -5081287.000000 Penalty: 5219.668945
	Iteration 29Q: 3 clusters Score -5081287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -5081289.500000 Penalty: 5219.668945
	Iteration 30Q: 3 clusters Score -5081290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5081296.000000 Penalty: 5219.668945
	Iteration 31Q: 3 clusters Score -5081296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -5081298.500000 Penalty: 5219.668945
	Iteration 32Q: 3 clusters Score -5081298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -5081301.500000 Penalty: 5219.668945
	Iteration 33Q: 3 clusters Score -5081302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -5081302.500000 Penalty: 5219.668945
	Iteration 34Q: 3 clusters Score -5081302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -5081308.500000 Penalty: 5219.668945
	Iteration 35Q: 3 clusters Score -5081308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -5081316.000000 Penalty: 5219.668945
	Iteration 36Q: 3 clusters Score -5081316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -5081314.500000 Penalty: 5219.668945
	Iteration 37Q: 3 clusters Score -5081314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -5081324.500000 Penalty: 5219.668945
	Iteration 38Q: 3 clusters Score -5081324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -5081322.000000 Penalty: 5219.668945
	Iteration 39Q: 3 clusters Score -5081322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -5081319.000000 Penalty: 5219.668945
	Iteration 40F: 3 clusters Score -5081319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -5081317.500000 Penalty: 5219.668945
	Iteration 41Q: 3 clusters Score -5081318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -5081321.500000 Penalty: 5219.668945
	Iteration 42Q: 3 clusters Score -5081322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -5081322.000000 Penalty: 5219.668945
	Iteration 43Q: 3 clusters Score -5081322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -5081321.500000 Penalty: 5219.668945
	Iteration 44Q: 3 clusters Score -5081322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -5081323.000000 Penalty: 5219.668945
	Iteration 45Q: 3 clusters Score -5081323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -5081327.500000 Penalty: 5219.668945
	Iteration 46Q: 3 clusters Score -5081328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -5081326.500000 Penalty: 5219.668945
	Iteration 47Q: 3 clusters Score -5081326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -5081327.000000 Penalty: 5219.668945
	Iteration 48Q: 3 clusters Score -5081327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -5081327.000000 Penalty: 5219.668945
	Iteration 49F: 3 clusters Score -5081327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -553433.375000 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -553433.4 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 1965 members 
Entering Unmasked Estep 
Score: -549624.875000 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -549624.9 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -550492.812500 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -550492.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -550648.687500 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -550648.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -550757.625000 Penalty: 4105.596680
	Iteration 3Q: 3 clusters Score -550757.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -550825.125000 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -550825.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -550862.437500 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -550862.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -550890.937500 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -550890.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -550918.375000 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -550918.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -550936.937500 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -550936.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -550957.250000 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -550957.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -550975.312500 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -550975.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -550990.312500 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -550990.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -551004.625000 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -551004.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -551016.312500 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -551016.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -551024.812500 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -551024.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -551032.875000 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -551032.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -551041.562500 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -551041.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -551051.187500 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -551051.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -551058.125000 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -551058.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -551063.375000 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -551063.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -551070.250000 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -551070.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -551081.062500 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -551081.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -551088.750000 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -551088.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -551095.375000 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -551095.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -551102.375000 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -551102.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -551107.937500 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -551107.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -551117.187500 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -551117.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -551128.000000 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -551128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -551138.062500 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -551138.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -551149.625000 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -551149.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -551162.062500 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -551162.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -551176.312500 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -551176.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -551191.312500 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -551191.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -551206.812500 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -551206.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -551224.625000 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -551224.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -551244.437500 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -551244.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -551263.875000 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -551263.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -551285.437500 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -551285.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -551312.562500 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -551312.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -551340.562500 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -551340.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -551370.187500 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -551370.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -551398.937500 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -551398.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -551433.375000 Penalty: 4105.596680
	Iteration 42Q: 3 clusters Score -551433.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -551458.750000 Penalty: 4105.596680
	Iteration 43Q: 3 clusters Score -551458.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -551487.250000 Penalty: 4105.596680
	Iteration 44Q: 3 clusters Score -551487.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -551517.875000 Penalty: 4105.596680
	Iteration 45Q: 3 clusters Score -551517.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -551554.875000 Penalty: 4105.596680
	Iteration 46Q: 3 clusters Score -551554.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -551588.437500 Penalty: 4105.596680
	Iteration 47Q: 3 clusters Score -551588.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -551614.375000 Penalty: 4105.596680
	Iteration 48Q: 3 clusters Score -551614.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -551643.125000 Penalty: 4105.596680
	Iteration 49Q: 3 clusters Score -551643.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -551671.312500 Penalty: 4105.596680
	Iteration 50Q: 3 clusters Score -551671.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -551690.937500 Penalty: 4105.596680
	Iteration 51Q: 3 clusters Score -551690.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -551704.500000 Penalty: 4105.596680
	Iteration 52Q: 3 clusters Score -551704.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -551719.937500 Penalty: 4105.596680
	Iteration 53Q: 3 clusters Score -551719.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -551728.437500 Penalty: 4105.596680
	Iteration 54Q: 3 clusters Score -551728.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -551739.312500 Penalty: 4105.596680
	Iteration 55Q: 3 clusters Score -551739.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -551742.562500 Penalty: 4105.596680
	Iteration 56Q: 3 clusters Score -551742.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -551746.312500 Penalty: 4105.596680
	Iteration 57Q: 3 clusters Score -551746.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -551748.937500 Penalty: 4105.596680
	Iteration 58Q: 3 clusters Score -551748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -551753.437500 Penalty: 4105.596680
	Iteration 59Q: 3 clusters Score -551753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -551760.812500 Penalty: 4105.596680
	Iteration 60F: 3 clusters Score -551760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -551768.250000 Penalty: 4105.596680
	Iteration 61Q: 3 clusters Score -551768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -551772.562500 Penalty: 4105.596680
	Iteration 62Q: 3 clusters Score -551772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -551775.625000 Penalty: 4105.596680
	Iteration 63Q: 3 clusters Score -551775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -551779.812500 Penalty: 4105.596680
	Iteration 64Q: 3 clusters Score -551779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -551780.437500 Penalty: 4105.596680
	Iteration 65Q: 3 clusters Score -551780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -551780.562500 Penalty: 4105.596680
	Iteration 66Q: 3 clusters Score -551780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -551782.250000 Penalty: 4105.596680
	Iteration 67Q: 3 clusters Score -551782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -551783.937500 Penalty: 4105.596680
	Iteration 68Q: 3 clusters Score -551783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -551785.375000 Penalty: 4105.596680
	Iteration 69Q: 3 clusters Score -551785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -551785.375000 Penalty: 4105.596680
	Iteration 70Q: 3 clusters Score -551785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -551785.375000 Penalty: 4105.596680
	Iteration 71Q: 3 clusters Score -551785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -551786.437500 Penalty: 4105.596680
	Iteration 72Q: 3 clusters Score -551786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -551789.250000 Penalty: 4105.596680
	Iteration 73Q: 3 clusters Score -551789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -551792.187500 Penalty: 4105.596680
	Iteration 74Q: 3 clusters Score -551792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -551792.500000 Penalty: 4105.596680
	Iteration 75Q: 3 clusters Score -551792.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -551792.500000 Penalty: 4105.596680
	Iteration 76F: 3 clusters Score -551792.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166051 members 
Entering Unmasked Estep 
Score: -23269312.000000 Penalty: 2980.972412
	Iteration 0F: 2 clusters Score -2.326931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -23164514.000000 Penalty: 5961.944824
	Iteration 0F: 3 clusters Score -2.316451e+07 nChanged 79413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -23211082.000000 Penalty: 5961.944824
	Iteration 1F: 3 clusters Score -2.321108e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89237 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -23212132.000000 Penalty: 5961.944824
	Iteration 2Q: 3 clusters Score -2.321213e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92857 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -23213582.000000 Penalty: 5961.944824
	Iteration 3Q: 3 clusters Score -2.321358e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98444 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -23215954.000000 Penalty: 5961.944824
	Iteration 4Q: 3 clusters Score -2.321595e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106704 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -23220546.000000 Penalty: 5961.944824
	Iteration 5F: 3 clusters Score -2.322055e+07 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118156 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -23228058.000000 Penalty: 5961.944824
	Iteration 6F: 3 clusters Score -2.322806e+07 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132026 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -23239776.000000 Penalty: 5961.944824
	Iteration 7F: 3 clusters Score -2.323978e+07 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145765 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -23252922.000000 Penalty: 5961.944824
	Iteration 8F: 3 clusters Score -2.325292e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156259 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -23261252.000000 Penalty: 5961.944824
	Iteration 9F: 3 clusters Score -2.326125e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161923 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -23264606.000000 Penalty: 5961.944824
	Iteration 10Q: 3 clusters Score -2.326461e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164239 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -23265784.000000 Penalty: 5961.944824
	Iteration 11Q: 3 clusters Score -2.326578e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165109 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -23266258.000000 Penalty: 5961.944824
	Iteration 12Q: 3 clusters Score -2.326626e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165432 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -23266496.000000 Penalty: 5961.944824
	Iteration 13Q: 3 clusters Score -2.32665e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165548 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -23266660.000000 Penalty: 5961.944824
	Iteration 14Q: 3 clusters Score -2.326666e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165604 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -23266716.000000 Penalty: 5961.944824
	Iteration 15Q: 3 clusters Score -2.326672e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165624 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -23266738.000000 Penalty: 5961.944824
	Iteration 16Q: 3 clusters Score -2.326674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165639 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -23266758.000000 Penalty: 5961.944824
	Iteration 17Q: 3 clusters Score -2.326676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165651 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -23266754.000000 Penalty: 5961.944824
	Iteration 18Q: 3 clusters Score -2.326675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165666 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -23266778.000000 Penalty: 5961.944824
	Iteration 19Q: 3 clusters Score -2.326678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165667 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -23266790.000000 Penalty: 5961.944824
	Iteration 20F: 3 clusters Score -2.326679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165668 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23266796.000000 Penalty: 5961.944824
	Iteration 21Q: 3 clusters Score -2.32668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165672 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -23266818.000000 Penalty: 5961.944824
	Iteration 22Q: 3 clusters Score -2.326682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165674 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23266812.000000 Penalty: 5961.944824
	Iteration 23Q: 3 clusters Score -2.326681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165674 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23266816.000000 Penalty: 5961.944824
	Iteration 24Q: 3 clusters Score -2.326682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165674 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23266816.000000 Penalty: 5961.944824
	Iteration 25F: 3 clusters Score -2.326682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -65219.699219 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -65219.7 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 284 members 
Entering Unmasked Estep 
Score: -63743.050781 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -63743.05 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64288.582031 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -64288.58 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64616.734375 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -64616.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -64818.136719 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -64818.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -65071.449219 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -65071.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -65400.367188 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -65400.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -65550.492188 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -65550.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -65593.937500 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -65593.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -65598.906250 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -65598.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -65606.757812 Penalty: 3129.719482
	Iteration 9F: 3 clusters Score -65606.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -65671.062500 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -65671.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -65685.273438 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -65685.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -65710.687500 Penalty: 3129.719482
	Iteration 12F: 3 clusters Score -65710.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -66004.851562 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -66004.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -66062.460938 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -66062.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -66081.679688 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -66081.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -66087.210938 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -66087.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -66122.914062 Penalty: 3129.719482
	Iteration 17F: 3 clusters Score -66122.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -66215.773438 Penalty: 3129.719482
	Iteration 18Q: 3 clusters Score -66215.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -66347.515625 Penalty: 3129.719482
	Iteration 19Q: 3 clusters Score -66347.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -66402.304688 Penalty: 3129.719482
	Iteration 20F: 3 clusters Score -66402.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -66424.921875 Penalty: 3129.719482
	Iteration 21Q: 3 clusters Score -66424.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -66449.562500 Penalty: 3129.719482
	Iteration 22Q: 3 clusters Score -66449.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -66472.312500 Penalty: 3129.719482
	Iteration 23Q: 3 clusters Score -66472.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -66479.539062 Penalty: 3129.719482
	Iteration 24Q: 3 clusters Score -66479.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -66479.539062 Penalty: 3129.719482
	Iteration 25F: 3 clusters Score -66479.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22143 members 
Mstep: Class 3 contains 123420 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91258 members 
Mstep: Class 6 contains 118061 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154614 members 
Mstep: Class 11 contains 18622 members 
Mstep: Class 12 contains 77264 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166051 members 
Mstep: Class 18 contains 442 members 
Mstep: Class 19 contains 37690 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 108 members 
Entering Unmasked Estep 
Score: -147045808.000000 Penalty: 75686.148438
Splitting cluster 18 changes total score from -147046496.000000 to -147045808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Entering Unmasked Estep 
Score: -5387098.000000 Penalty: 2613.213379
	Iteration 0F: 2 clusters Score -5387098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -5361625.500000 Penalty: 5226.426758
	Iteration 0F: 3 clusters Score -5361626 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -5371065.000000 Penalty: 5226.426758
	Iteration 1F: 3 clusters Score -5371065 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -5371528.000000 Penalty: 5226.426758
	Iteration 2Q: 3 clusters Score -5371528 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5371953.500000 Penalty: 5226.426758
	Iteration 3Q: 3 clusters Score -5371954 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -5372360.000000 Penalty: 5226.426758
	Iteration 4Q: 3 clusters Score -5372360 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5372800.500000 Penalty: 5226.426758
	Iteration 5Q: 3 clusters Score -5372800 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -5373631.500000 Penalty: 5226.426758
	Iteration 6Q: 3 clusters Score -5373632 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -5374877.000000 Penalty: 5226.426758
	Iteration 7F: 3 clusters Score -5374877 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -5376898.500000 Penalty: 5226.426758
	Iteration 8F: 3 clusters Score -5376898 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -5379496.000000 Penalty: 5226.426758
	Iteration 9F: 3 clusters Score -5379496 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -5381976.500000 Penalty: 5226.426758
	Iteration 10F: 3 clusters Score -5381976 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -5383464.000000 Penalty: 5226.426758
	Iteration 11Q: 3 clusters Score -5383464 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5384223.000000 Penalty: 5226.426758
	Iteration 12Q: 3 clusters Score -5384223 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -5384497.000000 Penalty: 5226.426758
	Iteration 13Q: 3 clusters Score -5384497 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -5384622.000000 Penalty: 5226.426758
	Iteration 14Q: 3 clusters Score -5384622 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -5384674.500000 Penalty: 5226.426758
	Iteration 15Q: 3 clusters Score -5384674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -5384729.000000 Penalty: 5226.426758
	Iteration 16Q: 3 clusters Score -5384729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5384771.500000 Penalty: 5226.426758
	Iteration 17Q: 3 clusters Score -5384772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -5384786.000000 Penalty: 5226.426758
	Iteration 18Q: 3 clusters Score -5384786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -5384817.500000 Penalty: 5226.426758
	Iteration 19Q: 3 clusters Score -5384818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -5384826.000000 Penalty: 5226.426758
	Iteration 20F: 3 clusters Score -5384826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5384839.000000 Penalty: 5226.426758
	Iteration 21Q: 3 clusters Score -5384839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -5384837.500000 Penalty: 5226.426758
	Iteration 22Q: 3 clusters Score -5384838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -5384843.000000 Penalty: 5226.426758
	Iteration 23Q: 3 clusters Score -5384843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -5384842.500000 Penalty: 5226.426758
	Iteration 24Q: 3 clusters Score -5384842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -5384843.000000 Penalty: 5226.426758
	Iteration 25Q: 3 clusters Score -5384843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -5384844.000000 Penalty: 5226.426758
	Iteration 26Q: 3 clusters Score -5384844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5384841.000000 Penalty: 5226.426758
	Iteration 27Q: 3 clusters Score -5384841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5384841.000000 Penalty: 5226.426758
	Iteration 28F: 3 clusters Score -5384841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Entering Unmasked Estep 
Score: -5861932.500000 Penalty: 2634.186035
	Iteration 0F: 2 clusters Score -5861932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -5834156.500000 Penalty: 5268.372070
	Iteration 0F: 3 clusters Score -5834156 nChanged 18833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -5844306.500000 Penalty: 5268.372070
	Iteration 1F: 3 clusters Score -5844306 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -5844833.500000 Penalty: 5268.372070
	Iteration 2Q: 3 clusters Score -5844834 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -5845363.000000 Penalty: 5268.372070
	Iteration 3Q: 3 clusters Score -5845363 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -5845928.000000 Penalty: 5268.372070
	Iteration 4Q: 3 clusters Score -5845928 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -5846629.500000 Penalty: 5268.372070
	Iteration 5Q: 3 clusters Score -5846630 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -5847511.500000 Penalty: 5268.372070
	Iteration 6Q: 3 clusters Score -5847512 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -5848688.000000 Penalty: 5268.372070
	Iteration 7F: 3 clusters Score -5848688 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -5850176.500000 Penalty: 5268.372070
	Iteration 8F: 3 clusters Score -5850176 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -5851986.500000 Penalty: 5268.372070
	Iteration 9F: 3 clusters Score -5851986 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -5853991.500000 Penalty: 5268.372070
	Iteration 10F: 3 clusters Score -5853992 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5855845.500000 Penalty: 5268.372070
	Iteration 11F: 3 clusters Score -5855846 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5857227.000000 Penalty: 5268.372070
	Iteration 12Q: 3 clusters Score -5857227 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5858200.000000 Penalty: 5268.372070
	Iteration 13Q: 3 clusters Score -5858200 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5858800.000000 Penalty: 5268.372070
	Iteration 14Q: 3 clusters Score -5858800 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5859138.000000 Penalty: 5268.372070
	Iteration 15Q: 3 clusters Score -5859138 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5859328.000000 Penalty: 5268.372070
	Iteration 16Q: 3 clusters Score -5859328 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5859443.500000 Penalty: 5268.372070
	Iteration 17Q: 3 clusters Score -5859444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5859494.000000 Penalty: 5268.372070
	Iteration 18Q: 3 clusters Score -5859494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5859542.500000 Penalty: 5268.372070
	Iteration 19Q: 3 clusters Score -5859542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5859575.000000 Penalty: 5268.372070
	Iteration 20F: 3 clusters Score -5859575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5859591.000000 Penalty: 5268.372070
	Iteration 21Q: 3 clusters Score -5859591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5859609.000000 Penalty: 5268.372070
	Iteration 22Q: 3 clusters Score -5859609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5859619.000000 Penalty: 5268.372070
	Iteration 23Q: 3 clusters Score -5859619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5859628.000000 Penalty: 5268.372070
	Iteration 24Q: 3 clusters Score -5859628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5859635.000000 Penalty: 5268.372070
	Iteration 25Q: 3 clusters Score -5859635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5859642.000000 Penalty: 5268.372070
	Iteration 26Q: 3 clusters Score -5859642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5859644.500000 Penalty: 5268.372070
	Iteration 27Q: 3 clusters Score -5859644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5859645.000000 Penalty: 5268.372070
	Iteration 28Q: 3 clusters Score -5859645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5859647.500000 Penalty: 5268.372070
	Iteration 29Q: 3 clusters Score -5859648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5859648.500000 Penalty: 5268.372070
	Iteration 30Q: 3 clusters Score -5859648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5859652.000000 Penalty: 5268.372070
	Iteration 31Q: 3 clusters Score -5859652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5859650.000000 Penalty: 5268.372070
	Iteration 32Q: 3 clusters Score -5859650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5859650.000000 Penalty: 5268.372070
	Iteration 33F: 3 clusters Score -5859650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -193417.625000 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -193417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -191206.406250 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -191206.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -191604.906250 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -191604.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -191726.562500 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -191726.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -191805.375000 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -191805.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -191898.203125 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -191898.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -192022.734375 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -192022.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -192142.031250 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -192142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -192263.546875 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -192263.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -192366.109375 Penalty: 3589.937988
	Iteration 8F: 3 clusters Score -192366.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -192424.125000 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -192424.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -192469.562500 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -192469.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -192502.640625 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -192502.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -192528.125000 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -192528.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -192543.812500 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -192543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -192551.890625 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -192551.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -192560.140625 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -192560.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -192568.359375 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -192568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -192575.578125 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -192575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -192580.593750 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -192580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -192586.468750 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -192586.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -192598.656250 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -192598.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -192612.109375 Penalty: 3589.937988
	Iteration 21Q: 3 clusters Score -192612.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -192622.359375 Penalty: 3589.937988
	Iteration 22Q: 3 clusters Score -192622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -192633.015625 Penalty: 3589.937988
	Iteration 23Q: 3 clusters Score -192633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -192640.453125 Penalty: 3589.937988
	Iteration 24Q: 3 clusters Score -192640.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -192644.484375 Penalty: 3589.937988
	Iteration 25Q: 3 clusters Score -192644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -192646.250000 Penalty: 3589.937988
	Iteration 26Q: 3 clusters Score -192646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -192649.703125 Penalty: 3589.937988
	Iteration 27Q: 3 clusters Score -192649.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -192651.609375 Penalty: 3589.937988
	Iteration 28Q: 3 clusters Score -192651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -192653.687500 Penalty: 3589.937988
	Iteration 29Q: 3 clusters Score -192653.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -192653.687500 Penalty: 3589.937988
	Iteration 30F: 3 clusters Score -192653.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22143 members 
Mstep: Class 3 contains 123420 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91258 members 
Mstep: Class 6 contains 118061 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154614 members 
Mstep: Class 11 contains 18622 members 
Mstep: Class 12 contains 77264 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166051 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37690 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046496.000000 Penalty: 72245.875000
Iteration 479Q: 22 clusters Score -1.470465e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22144 members 
Mstep: Class 3 contains 123414 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91257 members 
Mstep: Class 6 contains 118060 members 
Mstep: Class 7 contains 93952 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154615 members 
Mstep: Class 11 contains 18624 members 
Mstep: Class 12 contains 77266 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166051 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37690 members 
Mstep: Class 20 contains 41018 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046464.000000 Penalty: 72245.875000
Iteration 480F: 22 clusters Score -1.470465e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22145 members 
Mstep: Class 3 contains 123414 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91248 members 
Mstep: Class 6 contains 118063 members 
Mstep: Class 7 contains 93952 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154614 members 
Mstep: Class 11 contains 18627 members 
Mstep: Class 12 contains 77268 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166051 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37692 members 
Mstep: Class 20 contains 41017 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 481Q: 22 clusters Score -1.470464e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22145 members 
Mstep: Class 3 contains 123420 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91242 members 
Mstep: Class 6 contains 118062 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154614 members 
Mstep: Class 11 contains 18628 members 
Mstep: Class 12 contains 77268 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37693 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 482Q: 22 clusters Score -1.470464e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22145 members 
Mstep: Class 3 contains 123423 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91238 members 
Mstep: Class 6 contains 118063 members 
Mstep: Class 7 contains 93951 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154613 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 77270 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166048 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37695 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046496.000000 Penalty: 72245.875000
Iteration 483Q: 22 clusters Score -1.470465e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22146 members 
Mstep: Class 3 contains 123423 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91235 members 
Mstep: Class 6 contains 118065 members 
Mstep: Class 7 contains 93952 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154613 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 77270 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166046 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37697 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046464.000000 Penalty: 72245.875000
Iteration 484Q: 22 clusters Score -1.470465e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22146 members 
Mstep: Class 3 contains 123428 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91228 members 
Mstep: Class 6 contains 118066 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154613 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 77269 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166047 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37697 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046400.000000 Penalty: 72245.875000
Iteration 485Q: 22 clusters Score -1.470464e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22146 members 
Mstep: Class 3 contains 123434 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 91218 members 
Mstep: Class 6 contains 118068 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154615 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 77269 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166048 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37697 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046448.000000 Penalty: 72245.875000
Iteration 486Q: 22 clusters Score -1.470464e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22147 members 
Mstep: Class 3 contains 123438 members 
Mstep: Class 4 contains 57192 members 
Mstep: Class 5 contains 91211 members 
Mstep: Class 6 contains 118069 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154614 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 77270 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166048 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37698 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046464.000000 Penalty: 72245.875000
Iteration 487Q: 22 clusters Score -1.470465e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22147 members 
Mstep: Class 3 contains 123439 members 
Mstep: Class 4 contains 57192 members 
Mstep: Class 5 contains 91211 members 
Mstep: Class 6 contains 118068 members 
Mstep: Class 7 contains 93953 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154615 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 77271 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166047 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046480.000000 Penalty: 72245.875000
Iteration 488Q: 22 clusters Score -1.470465e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22147 members 
Mstep: Class 3 contains 123436 members 
Mstep: Class 4 contains 57192 members 
Mstep: Class 5 contains 91213 members 
Mstep: Class 6 contains 118068 members 
Mstep: Class 7 contains 93952 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154617 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 77272 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166047 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046480.000000 Penalty: 72245.875000
Iteration 489Q: 22 clusters Score -1.470465e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22147 members 
Mstep: Class 3 contains 123436 members 
Mstep: Class 4 contains 57192 members 
Mstep: Class 5 contains 91211 members 
Mstep: Class 6 contains 118069 members 
Mstep: Class 7 contains 93951 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154617 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 77273 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166047 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046448.000000 Penalty: 72245.875000
Iteration 490Q: 22 clusters Score -1.470464e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22147 members 
Mstep: Class 3 contains 123435 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91210 members 
Mstep: Class 6 contains 118068 members 
Mstep: Class 7 contains 93952 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154618 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 77273 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166047 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046480.000000 Penalty: 72245.875000
Iteration 491Q: 22 clusters Score -1.470465e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22149 members 
Mstep: Class 3 contains 123435 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91206 members 
Mstep: Class 6 contains 118068 members 
Mstep: Class 7 contains 93951 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154621 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 77274 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166047 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046512.000000 Penalty: 72245.875000
Iteration 492Q: 22 clusters Score -1.470465e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22150 members 
Mstep: Class 3 contains 123435 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91202 members 
Mstep: Class 6 contains 118068 members 
Mstep: Class 7 contains 93952 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154623 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 77276 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166046 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046544.000000 Penalty: 72245.875000
Iteration 493Q: 22 clusters Score -1.470465e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22151 members 
Mstep: Class 3 contains 123435 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 91199 members 
Mstep: Class 6 contains 118069 members 
Mstep: Class 7 contains 93951 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154625 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 77276 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166047 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41009 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046512.000000 Penalty: 72245.875000
Iteration 494Q: 22 clusters Score -1.470465e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22150 members 
Mstep: Class 3 contains 123439 members 
Mstep: Class 4 contains 57195 members 
Mstep: Class 5 contains 91195 members 
Mstep: Class 6 contains 118069 members 
Mstep: Class 7 contains 93948 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154626 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 77276 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166047 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046464.000000 Penalty: 72245.875000
Iteration 495Q: 22 clusters Score -1.470465e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22151 members 
Mstep: Class 3 contains 123444 members 
Mstep: Class 4 contains 57195 members 
Mstep: Class 5 contains 91189 members 
Mstep: Class 6 contains 118070 members 
Mstep: Class 7 contains 93947 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154626 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 77277 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166046 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046496.000000 Penalty: 72245.875000
Iteration 496Q: 22 clusters Score -1.470465e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22153 members 
Mstep: Class 3 contains 123444 members 
Mstep: Class 4 contains 57195 members 
Mstep: Class 5 contains 91185 members 
Mstep: Class 6 contains 118071 members 
Mstep: Class 7 contains 93947 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154625 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 77277 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166048 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046576.000000 Penalty: 72245.875000
Iteration 497Q: 22 clusters Score -1.470466e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22154 members 
Mstep: Class 3 contains 123444 members 
Mstep: Class 4 contains 57195 members 
Mstep: Class 5 contains 91181 members 
Mstep: Class 6 contains 118071 members 
Mstep: Class 7 contains 93947 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154626 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 77277 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166050 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046560.000000 Penalty: 72245.875000
Iteration 498Q: 22 clusters Score -1.470466e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22154 members 
Mstep: Class 3 contains 123443 members 
Mstep: Class 4 contains 57195 members 
Mstep: Class 5 contains 91180 members 
Mstep: Class 6 contains 118069 members 
Mstep: Class 7 contains 93948 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154629 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 77278 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166049 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046576.000000 Penalty: 72245.875000
Iteration 499Q: 22 clusters Score -1.470466e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22154 members 
Mstep: Class 3 contains 123443 members 
Mstep: Class 4 contains 57195 members 
Mstep: Class 5 contains 91179 members 
Mstep: Class 6 contains 118072 members 
Mstep: Class 7 contains 93948 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 154626 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 77279 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 37180 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 166049 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046592.000000 Penalty: 72245.875000
Iteration 500F: 22 clusters Score -1.470466e+08 nChanged 7
Maximum iterations exceeded
--- Evaluating fit on full set of 3174649 points ---
Entering Unmasked Estep 
Score: -433145600.000000 Penalty: 77967.445312
20->22 Clusters: Score -433145600.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1058216 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 52678 members 
Mstep: Class 3 contains 52864 members 
Mstep: Class 4 contains 52713 members 
Mstep: Class 5 contains 52863 members 
Mstep: Class 6 contains 52879 members 
Mstep: Class 7 contains 52984 members 
Mstep: Class 8 contains 53224 members 
Mstep: Class 9 contains 52680 members 
Mstep: Class 10 contains 52904 members 
Mstep: Class 11 contains 53145 members 
Mstep: Class 12 contains 52838 members 
Mstep: Class 13 contains 53107 members 
Mstep: Class 14 contains 53012 members 
Mstep: Class 15 contains 52818 members 
Mstep: Class 16 contains 52885 members 
Mstep: Class 17 contains 52560 members 
Mstep: Class 18 contains 53229 members 
Mstep: Class 19 contains 52879 members 
Mstep: Class 20 contains 53178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1.587906 but Gain 3440.281250
Score: -138159216.000000 Penalty: 65365.312500
Iteration 0F: 20 clusters Score -1.381592e+08 nChanged 1004185
Entering Unmasked Mstep 
Mstep: Class 0 contains 3231 members 
Mstep: Class 1 contains 268954 members 
Mstep: Class 2 contains 11285 members 
Mstep: Class 3 contains 7124 members 
Mstep: Class 4 contains 28408 members 
Mstep: Class 5 contains 9237 members 
Mstep: Class 6 contains 3730 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 404035 members 
Mstep: Class 9 contains 35714 members 
Mstep: Class 10 contains 3785 members 
Mstep: Class 11 contains 12626 members 
Mstep: Class 12 contains 68056 members 
Mstep: Class 13 contains 77924 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 15 contains 79542 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 18 contains 5437 members 
Mstep: Class 19 contains 10953 members 
Mstep: Class 20 contains 23228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 441.943542 but Gain 3440.281250
Score: -145498672.000000 Penalty: 61925.031250
Iteration 1F: 19 clusters Score -1.454987e+08 nChanged 359516
Entering Unmasked Mstep 
Mstep: Class 0 contains 2952 members 
Mstep: Class 1 contains 361354 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 3499 members 
Mstep: Class 4 contains 45545 members 
Mstep: Class 5 contains 6964 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 889 members 
Mstep: Class 8 contains 344104 members 
Mstep: Class 9 contains 25197 members 
Mstep: Class 10 contains 2677 members 
Mstep: Class 11 contains 7508 members 
Mstep: Class 12 contains 67805 members 
Mstep: Class 13 contains 75104 members 
Mstep: Class 14 contains 2003 members 
Mstep: Class 15 contains 80588 members 
Mstep: Class 18 contains 5932 members 
Mstep: Class 19 contains 4324 members 
Mstep: Class 20 contains 16474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1038.854370 but Gain 3440.277344
Score: -145687744.000000 Penalty: 58484.753906
Iteration 2F: 18 clusters Score -1.456877e+08 nChanged 222775
Entering Unmasked Mstep 
Mstep: Class 0 contains 2670 members 
Mstep: Class 1 contains 340928 members 
Mstep: Class 2 contains 2124 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 66064 members 
Mstep: Class 5 contains 7028 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 319333 members 
Mstep: Class 9 contains 19567 members 
Mstep: Class 10 contains 2831 members 
Mstep: Class 11 contains 5885 members 
Mstep: Class 12 contains 76408 members 
Mstep: Class 13 contains 89060 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 100791 members 
Mstep: Class 18 contains 5334 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 12698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1404.225708 but Gain 3440.281250
Score: -146032000.000000 Penalty: 55044.472656
Iteration 3F: 17 clusters Score -1.46032e+08 nChanged 192180
Entering Unmasked Mstep 
Mstep: Class 0 contains 2032 members 
Mstep: Class 1 contains 296808 members 
Mstep: Class 2 contains 1080 members 
Mstep: Class 4 contains 87382 members 
Mstep: Class 5 contains 6870 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 295925 members 
Mstep: Class 9 contains 14591 members 
Mstep: Class 10 contains 2728 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 12 contains 85408 members 
Mstep: Class 13 contains 112978 members 
Mstep: Class 14 contains 3000 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 9594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1583.541992 but Gain 3440.277344
Score: -146254672.000000 Penalty: 51604.195312
Iteration 4F: 16 clusters Score -1.462547e+08 nChanged 177722
Entering Unmasked Mstep 
Mstep: Class 0 contains 1942 members 
Mstep: Class 1 contains 256151 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 4 contains 108412 members 
Mstep: Class 5 contains 6442 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 265505 members 
Mstep: Class 9 contains 10311 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 4166 members 
Mstep: Class 12 contains 91419 members 
Mstep: Class 13 contains 137722 members 
Mstep: Class 14 contains 2539 members 
Mstep: Class 15 contains 159720 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 20 contains 7159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146451856.000000 Penalty: 51604.195312
Iteration 5F: 16 clusters Score -1.464519e+08 nChanged 152859
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 216102 members 
Mstep: Class 2 contains 427 members 
Mstep: Class 4 contains 125152 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 237619 members 
Mstep: Class 9 contains 7312 members 
Mstep: Class 10 contains 2002 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 94040 members 
Mstep: Class 13 contains 162095 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 191050 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 20 contains 5296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2960.045898 but Gain 3440.281250
Score: -146589152.000000 Penalty: 48163.914062
Iteration 6F: 15 clusters Score -1.465892e+08 nChanged 137559
Entering Unmasked Mstep 
Mstep: Class 0 contains 1859 members 
Mstep: Class 1 contains 187506 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 4 contains 139326 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 209492 members 
Mstep: Class 9 contains 5430 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 12 contains 98324 members 
Mstep: Class 13 contains 187308 members 
Mstep: Class 14 contains 1727 members 
Mstep: Class 15 contains 210139 members 
Mstep: Class 18 contains 2786 members 
Mstep: Class 20 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146674464.000000 Penalty: 48163.914062
Iteration 7F: 15 clusters Score -1.466745e+08 nChanged 118513
Entering Unmasked Mstep 
Mstep: Class 0 contains 1848 members 
Mstep: Class 1 contains 171465 members 
Mstep: Class 2 contains 287 members 
Mstep: Class 4 contains 152417 members 
Mstep: Class 5 contains 5798 members 
Mstep: Class 7 contains 2373 members 
Mstep: Class 8 contains 190421 members 
Mstep: Class 9 contains 4168 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 12 contains 105672 members 
Mstep: Class 13 contains 202848 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 209958 members 
Mstep: Class 18 contains 4058 members 
Mstep: Class 20 contains 3714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146732624.000000 Penalty: 48163.914062
Iteration 8F: 15 clusters Score -1.467326e+08 nChanged 92573
Entering Unmasked Mstep 
Mstep: Class 0 contains 1840 members 
Mstep: Class 1 contains 164303 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 4 contains 165621 members 
Mstep: Class 5 contains 6038 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 8 contains 181813 members 
Mstep: Class 9 contains 3401 members 
Mstep: Class 10 contains 1353 members 
Mstep: Class 12 contains 113352 members 
Mstep: Class 13 contains 205642 members 
Mstep: Class 14 contains 1717 members 
Mstep: Class 15 contains 201266 members 
Mstep: Class 18 contains 5598 members 
Mstep: Class 20 contains 3632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3368.742920 but Gain 3440.281250
Score: -146775168.000000 Penalty: 44723.632812
Iteration 9F: 14 clusters Score -1.467752e+08 nChanged 74467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 160830 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 4 contains 179827 members 
Mstep: Class 5 contains 6325 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 8 contains 180349 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 12 contains 121738 members 
Mstep: Class 13 contains 199655 members 
Mstep: Class 14 contains 1717 members 
Mstep: Class 15 contains 190864 members 
Mstep: Class 18 contains 7194 members 
Mstep: Class 20 contains 3985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146812960.000000 Penalty: 44723.632812
Iteration 10F: 14 clusters Score -1.46813e+08 nChanged 59629
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 157336 members 
Mstep: Class 2 contains 233 members 
Mstep: Class 4 contains 193101 members 
Mstep: Class 5 contains 6614 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 181030 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 12 contains 129811 members 
Mstep: Class 13 contains 189697 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 179773 members 
Mstep: Class 18 contains 8786 members 
Mstep: Class 20 contains 4703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146841760.000000 Penalty: 44723.632812
Iteration 11F: 14 clusters Score -1.468418e+08 nChanged 53677
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 153250 members 
Mstep: Class 2 contains 230 members 
Mstep: Class 4 contains 205202 members 
Mstep: Class 5 contains 6817 members 
Mstep: Class 7 contains 2389 members 
Mstep: Class 8 contains 182206 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 12 contains 137548 members 
Mstep: Class 13 contains 179347 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 170532 members 
Mstep: Class 18 contains 10424 members 
Mstep: Class 20 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146863568.000000 Penalty: 44723.632812
Iteration 12F: 14 clusters Score -1.468636e+08 nChanged 49021
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 148515 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 4 contains 215132 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 182268 members 
Mstep: Class 10 contains 1134 members 
Mstep: Class 12 contains 145646 members 
Mstep: Class 13 contains 170565 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 163410 members 
Mstep: Class 18 contains 12107 members 
Mstep: Class 20 contains 6444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146879200.000000 Penalty: 44723.632812
Iteration 13Q: 14 clusters Score -1.468792e+08 nChanged 45833
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 142503 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 4 contains 222665 members 
Mstep: Class 5 contains 6708 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 180574 members 
Mstep: Class 10 contains 1125 members 
Mstep: Class 12 contains 154980 members 
Mstep: Class 13 contains 164256 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 158174 members 
Mstep: Class 18 contains 13716 members 
Mstep: Class 20 contains 7345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146890352.000000 Penalty: 44723.632812
Iteration 14Q: 14 clusters Score -1.468904e+08 nChanged 44989
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 137192 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 4 contains 227177 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 7 contains 2383 members 
Mstep: Class 8 contains 178812 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 12 contains 164730 members 
Mstep: Class 13 contains 159505 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 15 contains 153663 members 
Mstep: Class 18 contains 15219 members 
Mstep: Class 20 contains 8148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146898304.000000 Penalty: 44723.632812
Iteration 15Q: 14 clusters Score -1.468983e+08 nChanged 44959
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 133141 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 4 contains 229968 members 
Mstep: Class 5 contains 6296 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 177129 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 12 contains 172659 members 
Mstep: Class 13 contains 156163 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 15 contains 150259 members 
Mstep: Class 18 contains 16481 members 
Mstep: Class 20 contains 8839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146903648.000000 Penalty: 44723.632812
Iteration 16Q: 14 clusters Score -1.469036e+08 nChanged 42533
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 130148 members 
Mstep: Class 2 contains 224 members 
Mstep: Class 4 contains 232275 members 
Mstep: Class 5 contains 6213 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 176301 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 12 contains 176291 members 
Mstep: Class 13 contains 153634 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 149033 members 
Mstep: Class 18 contains 17602 members 
Mstep: Class 20 contains 9443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146907536.000000 Penalty: 44723.632812
Iteration 17Q: 14 clusters Score -1.469075e+08 nChanged 37768
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 127832 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 4 contains 234277 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 176888 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 12 contains 175859 members 
Mstep: Class 13 contains 151687 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 149527 members 
Mstep: Class 18 contains 18582 members 
Mstep: Class 20 contains 9985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146911744.000000 Penalty: 44723.632812
Iteration 18Q: 14 clusters Score -1.469117e+08 nChanged 33024
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 125964 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 4 contains 235856 members 
Mstep: Class 5 contains 6491 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 178191 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 12 contains 173113 members 
Mstep: Class 13 contains 150371 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 151040 members 
Mstep: Class 18 contains 19487 members 
Mstep: Class 20 contains 10430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146915936.000000 Penalty: 44723.632812
Iteration 19Q: 14 clusters Score -1.469159e+08 nChanged 28611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 124334 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 4 contains 237030 members 
Mstep: Class 5 contains 6711 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 179771 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 12 contains 169637 members 
Mstep: Class 13 contains 149442 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 152924 members 
Mstep: Class 18 contains 20326 members 
Mstep: Class 20 contains 10772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146918560.000000 Penalty: 44723.632812
Iteration 20F: 14 clusters Score -1.469186e+08 nChanged 25893
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 123122 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 4 contains 237585 members 
Mstep: Class 5 contains 7002 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 180718 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 12 contains 166862 members 
Mstep: Class 13 contains 148918 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 154597 members 
Mstep: Class 18 contains 21104 members 
Mstep: Class 20 contains 11040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146922432.000000 Penalty: 44723.632812
Iteration 21Q: 14 clusters Score -1.469224e+08 nChanged 22793
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 122134 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 4 contains 237760 members 
Mstep: Class 5 contains 7294 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 181816 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 12 contains 164176 members 
Mstep: Class 13 contains 148798 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 155939 members 
Mstep: Class 18 contains 21773 members 
Mstep: Class 20 contains 11257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146925248.000000 Penalty: 44723.632812
Iteration 22Q: 14 clusters Score -1.469252e+08 nChanged 20118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 121421 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 4 contains 237454 members 
Mstep: Class 5 contains 7593 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 182863 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 12 contains 162140 members 
Mstep: Class 13 contains 149010 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 156625 members 
Mstep: Class 18 contains 22408 members 
Mstep: Class 20 contains 11432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146929392.000000 Penalty: 44723.632812
Iteration 23Q: 14 clusters Score -1.469294e+08 nChanged 17934
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 120900 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 4 contains 236902 members 
Mstep: Class 5 contains 7874 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 183690 members 
Mstep: Class 10 contains 1121 members 
Mstep: Class 12 contains 160645 members 
Mstep: Class 13 contains 149439 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 156929 members 
Mstep: Class 18 contains 23016 members 
Mstep: Class 20 contains 11550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146932848.000000 Penalty: 44723.632812
Iteration 24Q: 14 clusters Score -1.469328e+08 nChanged 15861
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 120416 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 4 contains 236172 members 
Mstep: Class 5 contains 8155 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 184163 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 12 contains 159527 members 
Mstep: Class 13 contains 150207 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 157082 members 
Mstep: Class 18 contains 23598 members 
Mstep: Class 20 contains 11628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146934336.000000 Penalty: 44723.632812
Iteration 25Q: 14 clusters Score -1.469343e+08 nChanged 14190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 119972 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 4 contains 235198 members 
Mstep: Class 5 contains 8421 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 184541 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 12 contains 158866 members 
Mstep: Class 13 contains 151184 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 156947 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 20 contains 11683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146935568.000000 Penalty: 44723.632812
Iteration 26Q: 14 clusters Score -1.469356e+08 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 119579 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 4 contains 234050 members 
Mstep: Class 5 contains 8658 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 184667 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 12 contains 158529 members 
Mstep: Class 13 contains 152358 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 156682 members 
Mstep: Class 18 contains 24678 members 
Mstep: Class 20 contains 11748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146936448.000000 Penalty: 44723.632812
Iteration 27Q: 14 clusters Score -1.469364e+08 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 119358 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 4 contains 232745 members 
Mstep: Class 5 contains 8873 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 184599 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 12 contains 158529 members 
Mstep: Class 13 contains 153658 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 156212 members 
Mstep: Class 18 contains 25206 members 
Mstep: Class 20 contains 11769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146937120.000000 Penalty: 44723.632812
Iteration 28Q: 14 clusters Score -1.469371e+08 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 119281 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 4 contains 231377 members 
Mstep: Class 5 contains 9094 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 184453 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 12 contains 158706 members 
Mstep: Class 13 contains 154887 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 155647 members 
Mstep: Class 18 contains 25754 members 
Mstep: Class 20 contains 11748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146937360.000000 Penalty: 44723.632812
Iteration 29Q: 14 clusters Score -1.469374e+08 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 119218 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 4 contains 229936 members 
Mstep: Class 5 contains 9301 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 184350 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 12 contains 158926 members 
Mstep: Class 13 contains 155951 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 155211 members 
Mstep: Class 18 contains 26324 members 
Mstep: Class 20 contains 11730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146937408.000000 Penalty: 44723.632812
Iteration 30Q: 14 clusters Score -1.469374e+08 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 4 contains 228447 members 
Mstep: Class 5 contains 9477 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 184320 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 12 contains 159186 members 
Mstep: Class 13 contains 156819 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 154879 members 
Mstep: Class 18 contains 26890 members 
Mstep: Class 20 contains 11698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146937568.000000 Penalty: 44723.632812
Iteration 31Q: 14 clusters Score -1.469376e+08 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 119343 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 4 contains 226850 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 184308 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 12 contains 159451 members 
Mstep: Class 13 contains 157700 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 154590 members 
Mstep: Class 18 contains 27440 members 
Mstep: Class 20 contains 11648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146937120.000000 Penalty: 44723.632812
Iteration 32Q: 14 clusters Score -1.469371e+08 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 119511 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 4 contains 225261 members 
Mstep: Class 5 contains 9734 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 184229 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 12 contains 159736 members 
Mstep: Class 13 contains 158504 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 154412 members 
Mstep: Class 18 contains 27976 members 
Mstep: Class 20 contains 11587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146936960.000000 Penalty: 44723.632812
Iteration 33Q: 14 clusters Score -1.46937e+08 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 119643 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 4 contains 223717 members 
Mstep: Class 5 contains 9824 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 184154 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 12 contains 160026 members 
Mstep: Class 13 contains 159300 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 154238 members 
Mstep: Class 18 contains 28511 members 
Mstep: Class 20 contains 11537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146936784.000000 Penalty: 44723.632812
Iteration 34Q: 14 clusters Score -1.469368e+08 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 4 contains 222246 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 184088 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 12 contains 160272 members 
Mstep: Class 13 contains 159910 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 154123 members 
Mstep: Class 18 contains 29024 members 
Mstep: Class 20 contains 11494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146936544.000000 Penalty: 44723.632812
Iteration 35Q: 14 clusters Score -1.469365e+08 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 120159 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 4 contains 220842 members 
Mstep: Class 5 contains 10039 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 184121 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 160484 members 
Mstep: Class 13 contains 160251 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 154103 members 
Mstep: Class 18 contains 29514 members 
Mstep: Class 20 contains 11438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146936800.000000 Penalty: 44723.632812
Iteration 36Q: 14 clusters Score -1.469368e+08 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 120476 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 4 contains 219520 members 
Mstep: Class 5 contains 10123 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 184165 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 160645 members 
Mstep: Class 13 contains 160419 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 154219 members 
Mstep: Class 18 contains 29980 members 
Mstep: Class 20 contains 11404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146936960.000000 Penalty: 44723.632812
Iteration 37Q: 14 clusters Score -1.46937e+08 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 120858 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 4 contains 218405 members 
Mstep: Class 5 contains 10214 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 184166 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 160739 members 
Mstep: Class 13 contains 160513 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 154263 members 
Mstep: Class 18 contains 30400 members 
Mstep: Class 20 contains 11393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146936976.000000 Penalty: 44723.632812
Iteration 38Q: 14 clusters Score -1.46937e+08 nChanged 3388
Entering ConstructFrom: 
Score: -146936976.000000 Penalty: 44723.632812
Entering ConstructFrom: 
Trying to split cluster 1 (121235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121235 members 
Entering Unmasked Estep 
Score: -17161554.000000 Penalty: 2902.960693
	Iteration 0F: 2 clusters Score -1.716155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -17080846.000000 Penalty: 5805.921387
	Iteration 0F: 3 clusters Score -1.708085e+07 nChanged 57593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 59107 members 
Entering Unmasked Estep 
Score: -17113732.000000 Penalty: 5805.921387
	Iteration 1F: 3 clusters Score -1.711373e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -17114550.000000 Penalty: 5805.921387
	Iteration 2Q: 3 clusters Score -1.711455e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -17115522.000000 Penalty: 5805.921387
	Iteration 3Q: 3 clusters Score -1.711552e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -17116764.000000 Penalty: 5805.921387
	Iteration 4Q: 3 clusters Score -1.711676e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -17118646.000000 Penalty: 5805.921387
	Iteration 5Q: 3 clusters Score -1.711865e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -17121614.000000 Penalty: 5805.921387
	Iteration 6Q: 3 clusters Score -1.712161e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -17126308.000000 Penalty: 5805.921387
	Iteration 7F: 3 clusters Score -1.712631e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -17133176.000000 Penalty: 5805.921387
	Iteration 8F: 3 clusters Score -1.713318e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -17141474.000000 Penalty: 5805.921387
	Iteration 9F: 3 clusters Score -1.714147e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -17148634.000000 Penalty: 5805.921387
	Iteration 10F: 3 clusters Score -1.714863e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101622 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -17152760.000000 Penalty: 5805.921387
	Iteration 11Q: 3 clusters Score -1.715276e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -17155018.000000 Penalty: 5805.921387
	Iteration 12Q: 3 clusters Score -1.715502e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106432 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -17156212.000000 Penalty: 5805.921387
	Iteration 13Q: 3 clusters Score -1.715621e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108054 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -17156980.000000 Penalty: 5805.921387
	Iteration 14Q: 3 clusters Score -1.715698e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -17157374.000000 Penalty: 5805.921387
	Iteration 15Q: 3 clusters Score -1.715737e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110519 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -17157830.000000 Penalty: 5805.921387
	Iteration 16Q: 3 clusters Score -1.715783e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111447 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -17158098.000000 Penalty: 5805.921387
	Iteration 17Q: 3 clusters Score -1.71581e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112191 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -17158254.000000 Penalty: 5805.921387
	Iteration 18Q: 3 clusters Score -1.715825e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112868 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -17158396.000000 Penalty: 5805.921387
	Iteration 19Q: 3 clusters Score -1.71584e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113410 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -17158468.000000 Penalty: 5805.921387
	Iteration 20F: 3 clusters Score -1.715847e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113883 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -17158598.000000 Penalty: 5805.921387
	Iteration 21Q: 3 clusters Score -1.71586e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114286 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -17158672.000000 Penalty: 5805.921387
	Iteration 22Q: 3 clusters Score -1.715867e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -17158774.000000 Penalty: 5805.921387
	Iteration 23Q: 3 clusters Score -1.715877e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114953 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -17158800.000000 Penalty: 5805.921387
	Iteration 24Q: 3 clusters Score -1.71588e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115239 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -17158862.000000 Penalty: 5805.921387
	Iteration 25Q: 3 clusters Score -1.715886e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115518 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -17158940.000000 Penalty: 5805.921387
	Iteration 26Q: 3 clusters Score -1.715894e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115792 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -17158962.000000 Penalty: 5805.921387
	Iteration 27Q: 3 clusters Score -1.715896e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116041 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -17158940.000000 Penalty: 5805.921387
	Iteration 28Q: 3 clusters Score -1.715894e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116249 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -17159012.000000 Penalty: 5805.921387
	Iteration 29Q: 3 clusters Score -1.715901e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -17158976.000000 Penalty: 5805.921387
	Iteration 30Q: 3 clusters Score -1.715898e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116627 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -17159012.000000 Penalty: 5805.921387
	Iteration 31Q: 3 clusters Score -1.715901e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116770 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -17159004.000000 Penalty: 5805.921387
	Iteration 32Q: 3 clusters Score -1.7159e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -17159014.000000 Penalty: 5805.921387
	Iteration 33Q: 3 clusters Score -1.715901e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117037 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -17159034.000000 Penalty: 5805.921387
	Iteration 34Q: 3 clusters Score -1.715903e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -17159030.000000 Penalty: 5805.921387
	Iteration 35Q: 3 clusters Score -1.715903e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -17159060.000000 Penalty: 5805.921387
	Iteration 36Q: 3 clusters Score -1.715906e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117369 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -17159082.000000 Penalty: 5805.921387
	Iteration 37Q: 3 clusters Score -1.715908e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117464 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -17159082.000000 Penalty: 5805.921387
	Iteration 38Q: 3 clusters Score -1.715908e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117557 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -17159098.000000 Penalty: 5805.921387
	Iteration 39Q: 3 clusters Score -1.71591e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117626 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -17159122.000000 Penalty: 5805.921387
	Iteration 40F: 3 clusters Score -1.715912e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117694 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -17159128.000000 Penalty: 5805.921387
	Iteration 41Q: 3 clusters Score -1.715913e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117753 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -17159134.000000 Penalty: 5805.921387
	Iteration 42Q: 3 clusters Score -1.715913e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117797 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -17159128.000000 Penalty: 5805.921387
	Iteration 43Q: 3 clusters Score -1.715913e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117841 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -17159138.000000 Penalty: 5805.921387
	Iteration 44Q: 3 clusters Score -1.715914e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -17159158.000000 Penalty: 5805.921387
	Iteration 45Q: 3 clusters Score -1.715916e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117930 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -17159164.000000 Penalty: 5805.921387
	Iteration 46Q: 3 clusters Score -1.715916e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117972 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -17159186.000000 Penalty: 5805.921387
	Iteration 47Q: 3 clusters Score -1.715919e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118016 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -17159214.000000 Penalty: 5805.921387
	Iteration 48Q: 3 clusters Score -1.715921e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118055 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -17159216.000000 Penalty: 5805.921387
	Iteration 49Q: 3 clusters Score -1.715922e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118100 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -17159262.000000 Penalty: 5805.921387
	Iteration 50Q: 3 clusters Score -1.715926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118144 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -17159272.000000 Penalty: 5805.921387
	Iteration 51Q: 3 clusters Score -1.715927e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118174 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -17159288.000000 Penalty: 5805.921387
	Iteration 52Q: 3 clusters Score -1.715929e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118205 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -17159324.000000 Penalty: 5805.921387
	Iteration 53Q: 3 clusters Score -1.715932e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118234 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -17159326.000000 Penalty: 5805.921387
	Iteration 54Q: 3 clusters Score -1.715933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118258 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -17159360.000000 Penalty: 5805.921387
	Iteration 55Q: 3 clusters Score -1.715936e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118280 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -17159340.000000 Penalty: 5805.921387
	Iteration 56Q: 3 clusters Score -1.715934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118296 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -17159350.000000 Penalty: 5805.921387
	Iteration 57Q: 3 clusters Score -1.715935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118314 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5805.921387
	Iteration 58Q: 3 clusters Score -1.715936e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118331 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -17159344.000000 Penalty: 5805.921387
	Iteration 59Q: 3 clusters Score -1.715934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118349 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -17159366.000000 Penalty: 5805.921387
	Iteration 60F: 3 clusters Score -1.715937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118365 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -17159372.000000 Penalty: 5805.921387
	Iteration 61Q: 3 clusters Score -1.715937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118382 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -17159382.000000 Penalty: 5805.921387
	Iteration 62Q: 3 clusters Score -1.715938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118389 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -17159372.000000 Penalty: 5805.921387
	Iteration 63Q: 3 clusters Score -1.715937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118397 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5805.921387
	Iteration 64Q: 3 clusters Score -1.715936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118401 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -17159376.000000 Penalty: 5805.921387
	Iteration 65Q: 3 clusters Score -1.715938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -17159376.000000 Penalty: 5805.921387
	Iteration 66Q: 3 clusters Score -1.715938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118412 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -17159358.000000 Penalty: 5805.921387
	Iteration 67Q: 3 clusters Score -1.715936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118413 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5805.921387
	Iteration 68Q: 3 clusters Score -1.715936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118414 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5805.921387
	Iteration 69Q: 3 clusters Score -1.715936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118415 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -17159366.000000 Penalty: 5805.921387
	Iteration 70Q: 3 clusters Score -1.715937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118416 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -17159366.000000 Penalty: 5805.921387
	Iteration 71Q: 3 clusters Score -1.715937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118418 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -17159374.000000 Penalty: 5805.921387
	Iteration 72Q: 3 clusters Score -1.715937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118419 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -17159380.000000 Penalty: 5805.921387
	Iteration 73Q: 3 clusters Score -1.715938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118420 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -17159366.000000 Penalty: 5805.921387
	Iteration 74Q: 3 clusters Score -1.715937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118421 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5805.921387
	Iteration 75Q: 3 clusters Score -1.715936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5805.921387
	Iteration 76Q: 3 clusters Score -1.715936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118424 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -17159364.000000 Penalty: 5805.921387
	Iteration 77Q: 3 clusters Score -1.715936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -17159362.000000 Penalty: 5805.921387
	Iteration 78Q: 3 clusters Score -1.715936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118425 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -17159356.000000 Penalty: 5805.921387
	Iteration 79Q: 3 clusters Score -1.715936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -17159366.000000 Penalty: 5805.921387
	Iteration 80F: 3 clusters Score -1.715937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -17159368.000000 Penalty: 5805.921387
	Iteration 81Q: 3 clusters Score -1.715937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -17159368.000000 Penalty: 5805.921387
	Iteration 82F: 3 clusters Score -1.715937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -28108.167969 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -28108.17 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 101 members 
Entering Unmasked Estep 
Score: -26957.201172 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -26957.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27048.312500 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -27048.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27099.902344 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -27099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27105.939453 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -27105.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27105.939453 Penalty: 2690.775146
	Iteration 4F: 3 clusters Score -27105.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (217441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217441 members 
Entering Unmasked Estep 
Score: -30366308.000000 Penalty: 3047.841309
	Iteration 0F: 2 clusters Score -3.036631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 108191 members 
Entering Unmasked Estep 
Score: -30256802.000000 Penalty: 6095.682617
	Iteration 0F: 3 clusters Score -3.02568e+07 nChanged 104468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116816 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -30318700.000000 Penalty: 6095.682617
	Iteration 1F: 3 clusters Score -3.03187e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121709 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -30320494.000000 Penalty: 6095.682617
	Iteration 2Q: 3 clusters Score -3.032049e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129182 members 
Mstep: Class 2 contains 88259 members 
Entering Unmasked Estep 
Score: -30323674.000000 Penalty: 6095.682617
	Iteration 3Q: 3 clusters Score -3.032367e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140317 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -30330320.000000 Penalty: 6095.682617
	Iteration 4F: 3 clusters Score -3.033032e+07 nChanged 15684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -30339594.000000 Penalty: 6095.682617
	Iteration 5F: 3 clusters Score -3.033959e+07 nChanged 17407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172612 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -30347872.000000 Penalty: 6095.682617
	Iteration 6F: 3 clusters Score -3.034787e+07 nChanged 14967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186851 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -30353712.000000 Penalty: 6095.682617
	Iteration 7F: 3 clusters Score -3.035371e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196152 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -30357304.000000 Penalty: 6095.682617
	Iteration 8Q: 3 clusters Score -3.03573e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201613 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -30358982.000000 Penalty: 6095.682617
	Iteration 9Q: 3 clusters Score -3.035898e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204916 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -30359982.000000 Penalty: 6095.682617
	Iteration 10Q: 3 clusters Score -3.035998e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207082 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -30360636.000000 Penalty: 6095.682617
	Iteration 11Q: 3 clusters Score -3.036064e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208604 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -30361094.000000 Penalty: 6095.682617
	Iteration 12Q: 3 clusters Score -3.036109e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209726 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -30361658.000000 Penalty: 6095.682617
	Iteration 13Q: 3 clusters Score -3.036166e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210616 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -30361984.000000 Penalty: 6095.682617
	Iteration 14Q: 3 clusters Score -3.036198e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211303 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -30362224.000000 Penalty: 6095.682617
	Iteration 15Q: 3 clusters Score -3.036222e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211862 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -30362314.000000 Penalty: 6095.682617
	Iteration 16Q: 3 clusters Score -3.036231e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212314 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -30362444.000000 Penalty: 6095.682617
	Iteration 17Q: 3 clusters Score -3.036244e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212684 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -30362628.000000 Penalty: 6095.682617
	Iteration 18Q: 3 clusters Score -3.036263e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212982 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -30362714.000000 Penalty: 6095.682617
	Iteration 19Q: 3 clusters Score -3.036271e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213220 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -30362796.000000 Penalty: 6095.682617
	Iteration 20F: 3 clusters Score -3.03628e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213376 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -30362966.000000 Penalty: 6095.682617
	Iteration 21Q: 3 clusters Score -3.036297e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213512 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -30363078.000000 Penalty: 6095.682617
	Iteration 22Q: 3 clusters Score -3.036308e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213606 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -30363060.000000 Penalty: 6095.682617
	Iteration 23Q: 3 clusters Score -3.036306e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213703 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -30363130.000000 Penalty: 6095.682617
	Iteration 24Q: 3 clusters Score -3.036313e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213751 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -30363132.000000 Penalty: 6095.682617
	Iteration 25Q: 3 clusters Score -3.036313e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213786 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -30363182.000000 Penalty: 6095.682617
	Iteration 26Q: 3 clusters Score -3.036318e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213808 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -30363202.000000 Penalty: 6095.682617
	Iteration 27Q: 3 clusters Score -3.03632e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213827 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -30363180.000000 Penalty: 6095.682617
	Iteration 28Q: 3 clusters Score -3.036318e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213810 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -30363162.000000 Penalty: 6095.682617
	Iteration 29Q: 3 clusters Score -3.036316e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213790 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -30363190.000000 Penalty: 6095.682617
	Iteration 30Q: 3 clusters Score -3.036319e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213795 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -30363182.000000 Penalty: 6095.682617
	Iteration 31Q: 3 clusters Score -3.036318e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213797 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -30363220.000000 Penalty: 6095.682617
	Iteration 32Q: 3 clusters Score -3.036322e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213786 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -30363208.000000 Penalty: 6095.682617
	Iteration 33Q: 3 clusters Score -3.036321e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213771 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -30363206.000000 Penalty: 6095.682617
	Iteration 34Q: 3 clusters Score -3.036321e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213766 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -30363258.000000 Penalty: 6095.682617
	Iteration 35Q: 3 clusters Score -3.036326e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213775 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -30363296.000000 Penalty: 6095.682617
	Iteration 36Q: 3 clusters Score -3.03633e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213765 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -30363298.000000 Penalty: 6095.682617
	Iteration 37Q: 3 clusters Score -3.03633e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213734 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -30363310.000000 Penalty: 6095.682617
	Iteration 38Q: 3 clusters Score -3.036331e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213718 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -30363284.000000 Penalty: 6095.682617
	Iteration 39Q: 3 clusters Score -3.036328e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213701 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -30363308.000000 Penalty: 6095.682617
	Iteration 40F: 3 clusters Score -3.036331e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213680 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -30363332.000000 Penalty: 6095.682617
	Iteration 41Q: 3 clusters Score -3.036333e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213651 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -30363342.000000 Penalty: 6095.682617
	Iteration 42Q: 3 clusters Score -3.036334e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213626 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -30363358.000000 Penalty: 6095.682617
	Iteration 43Q: 3 clusters Score -3.036336e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213610 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -30363348.000000 Penalty: 6095.682617
	Iteration 44Q: 3 clusters Score -3.036335e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213584 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -30363370.000000 Penalty: 6095.682617
	Iteration 45Q: 3 clusters Score -3.036337e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213570 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -30363372.000000 Penalty: 6095.682617
	Iteration 46Q: 3 clusters Score -3.036337e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213553 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -30363342.000000 Penalty: 6095.682617
	Iteration 47Q: 3 clusters Score -3.036334e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213542 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -30363338.000000 Penalty: 6095.682617
	Iteration 48Q: 3 clusters Score -3.036334e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213527 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -30363370.000000 Penalty: 6095.682617
	Iteration 49Q: 3 clusters Score -3.036337e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213503 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -30363344.000000 Penalty: 6095.682617
	Iteration 50Q: 3 clusters Score -3.036334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213488 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -30363330.000000 Penalty: 6095.682617
	Iteration 51Q: 3 clusters Score -3.036333e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213470 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -30363362.000000 Penalty: 6095.682617
	Iteration 52Q: 3 clusters Score -3.036336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213450 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -30363348.000000 Penalty: 6095.682617
	Iteration 53Q: 3 clusters Score -3.036335e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213426 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -30363382.000000 Penalty: 6095.682617
	Iteration 54Q: 3 clusters Score -3.036338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213409 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -30363380.000000 Penalty: 6095.682617
	Iteration 55Q: 3 clusters Score -3.036338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213384 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -30363364.000000 Penalty: 6095.682617
	Iteration 56Q: 3 clusters Score -3.036336e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213371 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -30363384.000000 Penalty: 6095.682617
	Iteration 57Q: 3 clusters Score -3.036338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213351 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -30363382.000000 Penalty: 6095.682617
	Iteration 58Q: 3 clusters Score -3.036338e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213335 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -30363404.000000 Penalty: 6095.682617
	Iteration 59Q: 3 clusters Score -3.03634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213322 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -30363430.000000 Penalty: 6095.682617
	Iteration 60F: 3 clusters Score -3.036343e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213306 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -30363418.000000 Penalty: 6095.682617
	Iteration 61Q: 3 clusters Score -3.036342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213291 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -30363398.000000 Penalty: 6095.682617
	Iteration 62Q: 3 clusters Score -3.03634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213277 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -30363430.000000 Penalty: 6095.682617
	Iteration 63Q: 3 clusters Score -3.036343e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213269 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -30363410.000000 Penalty: 6095.682617
	Iteration 64Q: 3 clusters Score -3.036341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213254 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -30363424.000000 Penalty: 6095.682617
	Iteration 65Q: 3 clusters Score -3.036342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213241 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -30363424.000000 Penalty: 6095.682617
	Iteration 66Q: 3 clusters Score -3.036342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213234 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -30363420.000000 Penalty: 6095.682617
	Iteration 67Q: 3 clusters Score -3.036342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213231 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -30363412.000000 Penalty: 6095.682617
	Iteration 68Q: 3 clusters Score -3.036341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213226 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -30363420.000000 Penalty: 6095.682617
	Iteration 69Q: 3 clusters Score -3.036342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213220 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -30363400.000000 Penalty: 6095.682617
	Iteration 70Q: 3 clusters Score -3.03634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213211 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -30363404.000000 Penalty: 6095.682617
	Iteration 71Q: 3 clusters Score -3.03634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213206 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -30363396.000000 Penalty: 6095.682617
	Iteration 72Q: 3 clusters Score -3.03634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213196 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -30363398.000000 Penalty: 6095.682617
	Iteration 73Q: 3 clusters Score -3.03634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213190 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -30363384.000000 Penalty: 6095.682617
	Iteration 74Q: 3 clusters Score -3.036338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213180 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -30363402.000000 Penalty: 6095.682617
	Iteration 75Q: 3 clusters Score -3.03634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213170 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -30363372.000000 Penalty: 6095.682617
	Iteration 76Q: 3 clusters Score -3.036337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213157 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -30363400.000000 Penalty: 6095.682617
	Iteration 77Q: 3 clusters Score -3.03634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213155 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -30363382.000000 Penalty: 6095.682617
	Iteration 78Q: 3 clusters Score -3.036338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213152 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -30363398.000000 Penalty: 6095.682617
	Iteration 79Q: 3 clusters Score -3.03634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213147 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -30363392.000000 Penalty: 6095.682617
	Iteration 80F: 3 clusters Score -3.036339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213144 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -30363402.000000 Penalty: 6095.682617
	Iteration 81Q: 3 clusters Score -3.03634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213145 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -30363400.000000 Penalty: 6095.682617
	Iteration 82Q: 3 clusters Score -3.03634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213144 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -30363396.000000 Penalty: 6095.682617
	Iteration 83Q: 3 clusters Score -3.03634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213144 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -30363396.000000 Penalty: 6095.682617
	Iteration 84F: 3 clusters Score -3.03634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Entering Unmasked Estep 
Score: -1459359.750000 Penalty: 2291.470947
	Iteration 0F: 2 clusters Score -1459360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1451640.500000 Penalty: 4582.941895
	Iteration 0F: 3 clusters Score -1451640 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1454749.875000 Penalty: 4582.941895
	Iteration 1F: 3 clusters Score -1454750 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1455616.625000 Penalty: 4582.941895
	Iteration 2F: 3 clusters Score -1455617 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1456357.750000 Penalty: 4582.941895
	Iteration 3F: 3 clusters Score -1456358 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1457028.875000 Penalty: 4582.941895
	Iteration 4F: 3 clusters Score -1457029 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1457722.125000 Penalty: 4582.941895
	Iteration 5F: 3 clusters Score -1457722 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1458275.375000 Penalty: 4582.941895
	Iteration 6F: 3 clusters Score -1458275 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1458661.625000 Penalty: 4582.941895
	Iteration 7Q: 3 clusters Score -1458662 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1458964.625000 Penalty: 4582.941895
	Iteration 8Q: 3 clusters Score -1458965 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1459134.875000 Penalty: 4582.941895
	Iteration 9Q: 3 clusters Score -1459135 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1459247.875000 Penalty: 4582.941895
	Iteration 10Q: 3 clusters Score -1459248 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1459318.875000 Penalty: 4582.941895
	Iteration 11Q: 3 clusters Score -1459319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1459362.625000 Penalty: 4582.941895
	Iteration 12Q: 3 clusters Score -1459363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1459382.875000 Penalty: 4582.941895
	Iteration 13Q: 3 clusters Score -1459383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1459402.625000 Penalty: 4582.941895
	Iteration 14Q: 3 clusters Score -1459403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1459412.750000 Penalty: 4582.941895
	Iteration 15Q: 3 clusters Score -1459413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1459415.875000 Penalty: 4582.941895
	Iteration 16Q: 3 clusters Score -1459416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1459417.875000 Penalty: 4582.941895
	Iteration 17Q: 3 clusters Score -1459418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1459422.750000 Penalty: 4582.941895
	Iteration 18Q: 3 clusters Score -1459423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1459425.500000 Penalty: 4582.941895
	Iteration 19Q: 3 clusters Score -1459426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1459425.250000 Penalty: 4582.941895
	Iteration 20F: 3 clusters Score -1459425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 217441 members 
Mstep: Class 5 contains 9628 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 184199 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 160779 members 
Mstep: Class 13 contains 160550 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 154303 members 
Mstep: Class 18 contains 30754 members 
Mstep: Class 20 contains 11389 members 
Entering Unmasked Estep 
Score: -146935664.000000 Penalty: 48163.914062
Splitting cluster 5 changes total score from -146936976.000000 to -146935664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -327028.968750 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -327029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -324209.468750 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -324209.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -324837.968750 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -324838 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -325220.125000 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -325220.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -325529.812500 Penalty: 3853.192383
	Iteration 3F: 3 clusters Score -325529.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -325759.156250 Penalty: 3853.192383
	Iteration 4F: 3 clusters Score -325759.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -325952.625000 Penalty: 3853.192383
	Iteration 5F: 3 clusters Score -325952.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -326117.156250 Penalty: 3853.192383
	Iteration 6F: 3 clusters Score -326117.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -326236.250000 Penalty: 3853.192383
	Iteration 7Q: 3 clusters Score -326236.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -326312.281250 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -326312.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -326368.718750 Penalty: 3853.192383
	Iteration 9Q: 3 clusters Score -326368.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -326400.406250 Penalty: 3853.192383
	Iteration 10Q: 3 clusters Score -326400.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -326427.781250 Penalty: 3853.192383
	Iteration 11Q: 3 clusters Score -326427.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -326454.437500 Penalty: 3853.192383
	Iteration 12Q: 3 clusters Score -326454.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -326464.937500 Penalty: 3853.192383
	Iteration 13Q: 3 clusters Score -326464.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -326473.625000 Penalty: 3853.192383
	Iteration 14Q: 3 clusters Score -326473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -326475.437500 Penalty: 3853.192383
	Iteration 15Q: 3 clusters Score -326475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -326476.343750 Penalty: 3853.192383
	Iteration 16Q: 3 clusters Score -326476.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -326478.656250 Penalty: 3853.192383
	Iteration 17Q: 3 clusters Score -326478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -326480.406250 Penalty: 3853.192383
	Iteration 18Q: 3 clusters Score -326480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -326481.656250 Penalty: 3853.192383
	Iteration 19Q: 3 clusters Score -326481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -326481.656250 Penalty: 3853.192383
	Iteration 20F: 3 clusters Score -326481.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (184199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184199 members 
Entering Unmasked Estep 
Score: -26137488.000000 Penalty: 3006.695312
	Iteration 0F: 2 clusters Score -2.613749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92054 members 
Mstep: Class 2 contains 92145 members 
Entering Unmasked Estep 
Score: -26040120.000000 Penalty: 6013.390625
	Iteration 0F: 3 clusters Score -2.604012e+07 nChanged 88628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 91573 members 
Entering Unmasked Estep 
Score: -26091342.000000 Penalty: 6013.390625
	Iteration 1F: 3 clusters Score -2.609134e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93361 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -26092298.000000 Penalty: 6013.390625
	Iteration 2Q: 3 clusters Score -2.60923e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94427 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -26093850.000000 Penalty: 6013.390625
	Iteration 3Q: 3 clusters Score -2.609385e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -26095320.000000 Penalty: 6013.390625
	Iteration 4Q: 3 clusters Score -2.609532e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98211 members 
Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -26097752.000000 Penalty: 6013.390625
	Iteration 5Q: 3 clusters Score -2.609775e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101215 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -26100674.000000 Penalty: 6013.390625
	Iteration 6Q: 3 clusters Score -2.610067e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104822 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -26104396.000000 Penalty: 6013.390625
	Iteration 7F: 3 clusters Score -2.61044e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -26107616.000000 Penalty: 6013.390625
	Iteration 8F: 3 clusters Score -2.610762e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111521 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -26110804.000000 Penalty: 6013.390625
	Iteration 9F: 3 clusters Score -2.61108e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113314 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -26114460.000000 Penalty: 6013.390625
	Iteration 10F: 3 clusters Score -2.611446e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113540 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -26118448.000000 Penalty: 6013.390625
	Iteration 11Q: 3 clusters Score -2.611845e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 72081 members 
Entering Unmasked Estep 
Score: -26122806.000000 Penalty: 6013.390625
	Iteration 12F: 3 clusters Score -2.612281e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109626 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -26126870.000000 Penalty: 6013.390625
	Iteration 13Q: 3 clusters Score -2.612687e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106956 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -26129058.000000 Penalty: 6013.390625
	Iteration 14Q: 3 clusters Score -2.612906e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -26129966.000000 Penalty: 6013.390625
	Iteration 15Q: 3 clusters Score -2.612997e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101475 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -26130604.000000 Penalty: 6013.390625
	Iteration 16Q: 3 clusters Score -2.61306e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98573 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -26130960.000000 Penalty: 6013.390625
	Iteration 17Q: 3 clusters Score -2.613096e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95415 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -26131450.000000 Penalty: 6013.390625
	Iteration 18Q: 3 clusters Score -2.613145e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91927 members 
Mstep: Class 2 contains 92272 members 
Entering Unmasked Estep 
Score: -26131742.000000 Penalty: 6013.390625
	Iteration 19Q: 3 clusters Score -2.613174e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88162 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -26132136.000000 Penalty: 6013.390625
	Iteration 20F: 3 clusters Score -2.613214e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -26132470.000000 Penalty: 6013.390625
	Iteration 21Q: 3 clusters Score -2.613247e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -26132902.000000 Penalty: 6013.390625
	Iteration 22Q: 3 clusters Score -2.61329e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 109026 members 
Entering Unmasked Estep 
Score: -26133154.000000 Penalty: 6013.390625
	Iteration 23Q: 3 clusters Score -2.613315e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 113804 members 
Entering Unmasked Estep 
Score: -26133978.000000 Penalty: 6013.390625
	Iteration 24Q: 3 clusters Score -2.613398e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 118775 members 
Entering Unmasked Estep 
Score: -26134846.000000 Penalty: 6013.390625
	Iteration 25Q: 3 clusters Score -2.613485e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -26135518.000000 Penalty: 6013.390625
	Iteration 26Q: 3 clusters Score -2.613552e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 129696 members 
Entering Unmasked Estep 
Score: -26136168.000000 Penalty: 6013.390625
	Iteration 27Q: 3 clusters Score -2.613617e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 135541 members 
Entering Unmasked Estep 
Score: -26136910.000000 Penalty: 6013.390625
	Iteration 28Q: 3 clusters Score -2.613691e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 141352 members 
Entering Unmasked Estep 
Score: -26137660.000000 Penalty: 6013.390625
	Iteration 29Q: 3 clusters Score -2.613766e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 146534 members 
Entering Unmasked Estep 
Score: -26138970.000000 Penalty: 6013.390625
	Iteration 30Q: 3 clusters Score -2.613897e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 150876 members 
Entering Unmasked Estep 
Score: -26139830.000000 Penalty: 6013.390625
	Iteration 31Q: 3 clusters Score -2.613983e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 154304 members 
Entering Unmasked Estep 
Score: -26139812.000000 Penalty: 6013.390625
	Iteration 32Q: 3 clusters Score -2.613981e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 156889 members 
Entering Unmasked Estep 
Score: -26139650.000000 Penalty: 6013.390625
	Iteration 33Q: 3 clusters Score -2.613965e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 158852 members 
Entering Unmasked Estep 
Score: -26139338.000000 Penalty: 6013.390625
	Iteration 34Q: 3 clusters Score -2.613934e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 160438 members 
Entering Unmasked Estep 
Score: -26138960.000000 Penalty: 6013.390625
	Iteration 35Q: 3 clusters Score -2.613896e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 161753 members 
Entering Unmasked Estep 
Score: -26138718.000000 Penalty: 6013.390625
	Iteration 36Q: 3 clusters Score -2.613872e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 162821 members 
Entering Unmasked Estep 
Score: -26138266.000000 Penalty: 6013.390625
	Iteration 37Q: 3 clusters Score -2.613827e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 163737 members 
Entering Unmasked Estep 
Score: -26137942.000000 Penalty: 6013.390625
	Iteration 38Q: 3 clusters Score -2.613794e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 164497 members 
Entering Unmasked Estep 
Score: -26137842.000000 Penalty: 6013.390625
	Iteration 39Q: 3 clusters Score -2.613784e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 165168 members 
Entering Unmasked Estep 
Score: -26137886.000000 Penalty: 6013.390625
	Iteration 40F: 3 clusters Score -2.613789e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 166054 members 
Entering Unmasked Estep 
Score: -26137802.000000 Penalty: 6013.390625
	Iteration 41Q: 3 clusters Score -2.61378e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 166882 members 
Entering Unmasked Estep 
Score: -26137664.000000 Penalty: 6013.390625
	Iteration 42Q: 3 clusters Score -2.613766e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 167570 members 
Entering Unmasked Estep 
Score: -26137432.000000 Penalty: 6013.390625
	Iteration 43Q: 3 clusters Score -2.613743e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 168196 members 
Entering Unmasked Estep 
Score: -26137404.000000 Penalty: 6013.390625
	Iteration 44Q: 3 clusters Score -2.61374e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 168745 members 
Entering Unmasked Estep 
Score: -26137244.000000 Penalty: 6013.390625
	Iteration 45Q: 3 clusters Score -2.613724e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 169230 members 
Entering Unmasked Estep 
Score: -26137136.000000 Penalty: 6013.390625
	Iteration 46Q: 3 clusters Score -2.613714e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -26137024.000000 Penalty: 6013.390625
	Iteration 47Q: 3 clusters Score -2.613702e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 170097 members 
Entering Unmasked Estep 
Score: -26136962.000000 Penalty: 6013.390625
	Iteration 48Q: 3 clusters Score -2.613696e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 170493 members 
Entering Unmasked Estep 
Score: -26136890.000000 Penalty: 6013.390625
	Iteration 49Q: 3 clusters Score -2.613689e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 170901 members 
Entering Unmasked Estep 
Score: -26136870.000000 Penalty: 6013.390625
	Iteration 50Q: 3 clusters Score -2.613687e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 171274 members 
Entering Unmasked Estep 
Score: -26136794.000000 Penalty: 6013.390625
	Iteration 51Q: 3 clusters Score -2.613679e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 171642 members 
Entering Unmasked Estep 
Score: -26136688.000000 Penalty: 6013.390625
	Iteration 52Q: 3 clusters Score -2.613669e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 172019 members 
Entering Unmasked Estep 
Score: -26136612.000000 Penalty: 6013.390625
	Iteration 53Q: 3 clusters Score -2.613661e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 172397 members 
Entering Unmasked Estep 
Score: -26136568.000000 Penalty: 6013.390625
	Iteration 54Q: 3 clusters Score -2.613657e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 172764 members 
Entering Unmasked Estep 
Score: -26136494.000000 Penalty: 6013.390625
	Iteration 55Q: 3 clusters Score -2.613649e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 173138 members 
Entering Unmasked Estep 
Score: -26136532.000000 Penalty: 6013.390625
	Iteration 56Q: 3 clusters Score -2.613653e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 173529 members 
Entering Unmasked Estep 
Score: -26136450.000000 Penalty: 6013.390625
	Iteration 57Q: 3 clusters Score -2.613645e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 173874 members 
Entering Unmasked Estep 
Score: -26136362.000000 Penalty: 6013.390625
	Iteration 58Q: 3 clusters Score -2.613636e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 174226 members 
Entering Unmasked Estep 
Score: -26136284.000000 Penalty: 6013.390625
	Iteration 59Q: 3 clusters Score -2.613628e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 174542 members 
Entering Unmasked Estep 
Score: -26136278.000000 Penalty: 6013.390625
	Iteration 60F: 3 clusters Score -2.613628e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 174847 members 
Entering Unmasked Estep 
Score: -26136350.000000 Penalty: 6013.390625
	Iteration 61Q: 3 clusters Score -2.613635e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 175108 members 
Entering Unmasked Estep 
Score: -26136330.000000 Penalty: 6013.390625
	Iteration 62Q: 3 clusters Score -2.613633e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 175339 members 
Entering Unmasked Estep 
Score: -26136352.000000 Penalty: 6013.390625
	Iteration 63Q: 3 clusters Score -2.613635e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 175590 members 
Entering Unmasked Estep 
Score: -26136382.000000 Penalty: 6013.390625
	Iteration 64Q: 3 clusters Score -2.613638e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 175818 members 
Entering Unmasked Estep 
Score: -26136434.000000 Penalty: 6013.390625
	Iteration 65Q: 3 clusters Score -2.613643e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 176057 members 
Entering Unmasked Estep 
Score: -26136434.000000 Penalty: 6013.390625
	Iteration 66Q: 3 clusters Score -2.613643e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 176295 members 
Entering Unmasked Estep 
Score: -26136374.000000 Penalty: 6013.390625
	Iteration 67Q: 3 clusters Score -2.613637e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 176541 members 
Entering Unmasked Estep 
Score: -26136302.000000 Penalty: 6013.390625
	Iteration 68Q: 3 clusters Score -2.61363e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 176773 members 
Entering Unmasked Estep 
Score: -26136246.000000 Penalty: 6013.390625
	Iteration 69Q: 3 clusters Score -2.613625e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 176995 members 
Entering Unmasked Estep 
Score: -26136210.000000 Penalty: 6013.390625
	Iteration 70Q: 3 clusters Score -2.613621e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 177202 members 
Entering Unmasked Estep 
Score: -26136184.000000 Penalty: 6013.390625
	Iteration 71Q: 3 clusters Score -2.613618e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 177431 members 
Entering Unmasked Estep 
Score: -26136186.000000 Penalty: 6013.390625
	Iteration 72Q: 3 clusters Score -2.613619e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 177638 members 
Entering Unmasked Estep 
Score: -26136172.000000 Penalty: 6013.390625
	Iteration 73Q: 3 clusters Score -2.613617e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 177852 members 
Entering Unmasked Estep 
Score: -26136112.000000 Penalty: 6013.390625
	Iteration 74Q: 3 clusters Score -2.613611e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 178079 members 
Entering Unmasked Estep 
Score: -26136110.000000 Penalty: 6013.390625
	Iteration 75Q: 3 clusters Score -2.613611e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 178298 members 
Entering Unmasked Estep 
Score: -26136168.000000 Penalty: 6013.390625
	Iteration 76Q: 3 clusters Score -2.613617e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 178490 members 
Entering Unmasked Estep 
Score: -26136158.000000 Penalty: 6013.390625
	Iteration 77Q: 3 clusters Score -2.613616e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 178681 members 
Entering Unmasked Estep 
Score: -26136146.000000 Penalty: 6013.390625
	Iteration 78Q: 3 clusters Score -2.613615e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 178851 members 
Entering Unmasked Estep 
Score: -26136206.000000 Penalty: 6013.390625
	Iteration 79Q: 3 clusters Score -2.613621e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 179053 members 
Entering Unmasked Estep 
Score: -26136264.000000 Penalty: 6013.390625
	Iteration 80F: 3 clusters Score -2.613626e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 179256 members 
Entering Unmasked Estep 
Score: -26136270.000000 Penalty: 6013.390625
	Iteration 81Q: 3 clusters Score -2.613627e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 179439 members 
Entering Unmasked Estep 
Score: -26136460.000000 Penalty: 6013.390625
	Iteration 82Q: 3 clusters Score -2.613646e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 179617 members 
Entering Unmasked Estep 
Score: -26136568.000000 Penalty: 6013.390625
	Iteration 83Q: 3 clusters Score -2.613657e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 179781 members 
Entering Unmasked Estep 
Score: -26136796.000000 Penalty: 6013.390625
	Iteration 84Q: 3 clusters Score -2.61368e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 179911 members 
Entering Unmasked Estep 
Score: -26136932.000000 Penalty: 6013.390625
	Iteration 85Q: 3 clusters Score -2.613693e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 180036 members 
Entering Unmasked Estep 
Score: -26137062.000000 Penalty: 6013.390625
	Iteration 86Q: 3 clusters Score -2.613706e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 180160 members 
Entering Unmasked Estep 
Score: -26137170.000000 Penalty: 6013.390625
	Iteration 87Q: 3 clusters Score -2.613717e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 180279 members 
Entering Unmasked Estep 
Score: -26137260.000000 Penalty: 6013.390625
	Iteration 88Q: 3 clusters Score -2.613726e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 180354 members 
Entering Unmasked Estep 
Score: -26137324.000000 Penalty: 6013.390625
	Iteration 89Q: 3 clusters Score -2.613732e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 180386 members 
Entering Unmasked Estep 
Score: -26137368.000000 Penalty: 6013.390625
	Iteration 90Q: 3 clusters Score -2.613737e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 180397 members 
Entering Unmasked Estep 
Score: -26137430.000000 Penalty: 6013.390625
	Iteration 91Q: 3 clusters Score -2.613743e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 180411 members 
Entering Unmasked Estep 
Score: -26137470.000000 Penalty: 6013.390625
	Iteration 92Q: 3 clusters Score -2.613747e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 180407 members 
Entering Unmasked Estep 
Score: -26137514.000000 Penalty: 6013.390625
	Iteration 93Q: 3 clusters Score -2.613751e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 180384 members 
Entering Unmasked Estep 
Score: -26137550.000000 Penalty: 6013.390625
	Iteration 94Q: 3 clusters Score -2.613755e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 180366 members 
Entering Unmasked Estep 
Score: -26137556.000000 Penalty: 6013.390625
	Iteration 95Q: 3 clusters Score -2.613756e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 180341 members 
Entering Unmasked Estep 
Score: -26137606.000000 Penalty: 6013.390625
	Iteration 96Q: 3 clusters Score -2.613761e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 180320 members 
Entering Unmasked Estep 
Score: -26137658.000000 Penalty: 6013.390625
	Iteration 97Q: 3 clusters Score -2.613766e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 180313 members 
Entering Unmasked Estep 
Score: -26137692.000000 Penalty: 6013.390625
	Iteration 98Q: 3 clusters Score -2.613769e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 180303 members 
Entering Unmasked Estep 
Score: -26137720.000000 Penalty: 6013.390625
	Iteration 99Q: 3 clusters Score -2.613772e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 180287 members 
Entering Unmasked Estep 
Score: -26137700.000000 Penalty: 6013.390625
	Iteration 100F: 3 clusters Score -2.61377e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 180267 members 
Entering Unmasked Estep 
Score: -26137720.000000 Penalty: 6013.390625
	Iteration 101Q: 3 clusters Score -2.613772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 180253 members 
Entering Unmasked Estep 
Score: -26137754.000000 Penalty: 6013.390625
	Iteration 102Q: 3 clusters Score -2.613775e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 180238 members 
Entering Unmasked Estep 
Score: -26137778.000000 Penalty: 6013.390625
	Iteration 103Q: 3 clusters Score -2.613778e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 180221 members 
Entering Unmasked Estep 
Score: -26137798.000000 Penalty: 6013.390625
	Iteration 104Q: 3 clusters Score -2.61378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 180212 members 
Entering Unmasked Estep 
Score: -26137794.000000 Penalty: 6013.390625
	Iteration 105Q: 3 clusters Score -2.613779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 180206 members 
Entering Unmasked Estep 
Score: -26137814.000000 Penalty: 6013.390625
	Iteration 106Q: 3 clusters Score -2.613781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 180203 members 
Entering Unmasked Estep 
Score: -26137804.000000 Penalty: 6013.390625
	Iteration 107Q: 3 clusters Score -2.61378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 180200 members 
Entering Unmasked Estep 
Score: -26137816.000000 Penalty: 6013.390625
	Iteration 108Q: 3 clusters Score -2.613782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 180193 members 
Entering Unmasked Estep 
Score: -26137840.000000 Penalty: 6013.390625
	Iteration 109Q: 3 clusters Score -2.613784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 180190 members 
Entering Unmasked Estep 
Score: -26137852.000000 Penalty: 6013.390625
	Iteration 110Q: 3 clusters Score -2.613785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 180187 members 
Entering Unmasked Estep 
Score: -26137860.000000 Penalty: 6013.390625
	Iteration 111Q: 3 clusters Score -2.613786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 180184 members 
Entering Unmasked Estep 
Score: -26137870.000000 Penalty: 6013.390625
	Iteration 112Q: 3 clusters Score -2.613787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 180185 members 
Entering Unmasked Estep 
Score: -26137866.000000 Penalty: 6013.390625
	Iteration 113Q: 3 clusters Score -2.613787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 180187 members 
Entering Unmasked Estep 
Score: -26137870.000000 Penalty: 6013.390625
	Iteration 114Q: 3 clusters Score -2.613787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 180189 members 
Entering Unmasked Estep 
Score: -26137862.000000 Penalty: 6013.390625
	Iteration 115Q: 3 clusters Score -2.613786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 180190 members 
Entering Unmasked Estep 
Score: -26137858.000000 Penalty: 6013.390625
	Iteration 116Q: 3 clusters Score -2.613786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 180191 members 
Entering Unmasked Estep 
Score: -26137854.000000 Penalty: 6013.390625
	Iteration 117Q: 3 clusters Score -2.613785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 180191 members 
Entering Unmasked Estep 
Score: -26137854.000000 Penalty: 6013.390625
	Iteration 118F: 3 clusters Score -2.613785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 180191 members 
Mstep: Class 4 contains 217441 members 
Mstep: Class 5 contains 10299 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 4008 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 160779 members 
Mstep: Class 13 contains 160550 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 154303 members 
Mstep: Class 18 contains 30754 members 
Mstep: Class 20 contains 11389 members 
Entering Unmasked Estep 
Score: -146936784.000000 Penalty: 48163.914062
Splitting cluster 8 changes total score from -146936976.000000 to -146936784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -155398.984375 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -155399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -153384.421875 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -153384.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153661.843750 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -153661.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153737.984375 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -153738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153771.109375 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -153771.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153790.500000 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -153790.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -153806.343750 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -153806.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153824.406250 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -153824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -153835.843750 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -153835.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -153843.250000 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -153843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -153848.796875 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -153848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153851.890625 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -153851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153855.437500 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -153855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153857.296875 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -153857.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -153858.421875 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -153858.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -153858.421875 Penalty: 3480.683105
	Iteration 14F: 3 clusters Score -153858.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (160779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160779 members 
Entering Unmasked Estep 
Score: -22710208.000000 Penalty: 2972.970947
	Iteration 0F: 2 clusters Score -2.271021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -22610242.000000 Penalty: 5945.941895
	Iteration 0F: 3 clusters Score -2.261024e+07 nChanged 76855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -22655512.000000 Penalty: 5945.941895
	Iteration 1F: 3 clusters Score -2.265551e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -22657654.000000 Penalty: 5945.941895
	Iteration 2Q: 3 clusters Score -2.265765e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -22660400.000000 Penalty: 5945.941895
	Iteration 3Q: 3 clusters Score -2.26604e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -22664512.000000 Penalty: 5945.941895
	Iteration 4F: 3 clusters Score -2.266451e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -22669896.000000 Penalty: 5945.941895
	Iteration 5F: 3 clusters Score -2.26699e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 102153 members 
Entering Unmasked Estep 
Score: -22675924.000000 Penalty: 5945.941895
	Iteration 6F: 3 clusters Score -2.267592e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 109063 members 
Entering Unmasked Estep 
Score: -22681908.000000 Penalty: 5945.941895
	Iteration 7F: 3 clusters Score -2.268191e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 116141 members 
Entering Unmasked Estep 
Score: -22687024.000000 Penalty: 5945.941895
	Iteration 8F: 3 clusters Score -2.268702e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 122953 members 
Entering Unmasked Estep 
Score: -22691756.000000 Penalty: 5945.941895
	Iteration 9Q: 3 clusters Score -2.269176e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 129086 members 
Entering Unmasked Estep 
Score: -22695968.000000 Penalty: 5945.941895
	Iteration 10Q: 3 clusters Score -2.269597e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 134406 members 
Entering Unmasked Estep 
Score: -22699616.000000 Penalty: 5945.941895
	Iteration 11Q: 3 clusters Score -2.269962e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 138835 members 
Entering Unmasked Estep 
Score: -22702366.000000 Penalty: 5945.941895
	Iteration 12Q: 3 clusters Score -2.270237e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 142423 members 
Entering Unmasked Estep 
Score: -22704330.000000 Penalty: 5945.941895
	Iteration 13Q: 3 clusters Score -2.270433e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 145294 members 
Entering Unmasked Estep 
Score: -22705564.000000 Penalty: 5945.941895
	Iteration 14Q: 3 clusters Score -2.270556e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 147620 members 
Entering Unmasked Estep 
Score: -22706592.000000 Penalty: 5945.941895
	Iteration 15Q: 3 clusters Score -2.270659e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 149463 members 
Entering Unmasked Estep 
Score: -22707416.000000 Penalty: 5945.941895
	Iteration 16Q: 3 clusters Score -2.270742e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 150908 members 
Entering Unmasked Estep 
Score: -22708218.000000 Penalty: 5945.941895
	Iteration 17Q: 3 clusters Score -2.270822e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 152046 members 
Entering Unmasked Estep 
Score: -22708776.000000 Penalty: 5945.941895
	Iteration 18Q: 3 clusters Score -2.270878e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 152880 members 
Entering Unmasked Estep 
Score: -22709450.000000 Penalty: 5945.941895
	Iteration 19Q: 3 clusters Score -2.270945e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 153438 members 
Entering Unmasked Estep 
Score: -22709710.000000 Penalty: 5945.941895
	Iteration 20F: 3 clusters Score -2.270971e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 153818 members 
Entering Unmasked Estep 
Score: -22709852.000000 Penalty: 5945.941895
	Iteration 21Q: 3 clusters Score -2.270985e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 154096 members 
Entering Unmasked Estep 
Score: -22709876.000000 Penalty: 5945.941895
	Iteration 22Q: 3 clusters Score -2.270988e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 154307 members 
Entering Unmasked Estep 
Score: -22709872.000000 Penalty: 5945.941895
	Iteration 23Q: 3 clusters Score -2.270987e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 154481 members 
Entering Unmasked Estep 
Score: -22709920.000000 Penalty: 5945.941895
	Iteration 24Q: 3 clusters Score -2.270992e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -22709948.000000 Penalty: 5945.941895
	Iteration 25Q: 3 clusters Score -2.270995e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 154729 members 
Entering Unmasked Estep 
Score: -22709894.000000 Penalty: 5945.941895
	Iteration 26Q: 3 clusters Score -2.270989e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 154832 members 
Entering Unmasked Estep 
Score: -22709956.000000 Penalty: 5945.941895
	Iteration 27Q: 3 clusters Score -2.270996e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -22709976.000000 Penalty: 5945.941895
	Iteration 28Q: 3 clusters Score -2.270998e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -22710000.000000 Penalty: 5945.941895
	Iteration 29Q: 3 clusters Score -2.271e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 155055 members 
Entering Unmasked Estep 
Score: -22710042.000000 Penalty: 5945.941895
	Iteration 30Q: 3 clusters Score -2.271004e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 155111 members 
Entering Unmasked Estep 
Score: -22710030.000000 Penalty: 5945.941895
	Iteration 31Q: 3 clusters Score -2.271003e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 155154 members 
Entering Unmasked Estep 
Score: -22710008.000000 Penalty: 5945.941895
	Iteration 32Q: 3 clusters Score -2.271001e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -22710026.000000 Penalty: 5945.941895
	Iteration 33Q: 3 clusters Score -2.271003e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 155256 members 
Entering Unmasked Estep 
Score: -22710020.000000 Penalty: 5945.941895
	Iteration 34Q: 3 clusters Score -2.271002e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 155293 members 
Entering Unmasked Estep 
Score: -22710022.000000 Penalty: 5945.941895
	Iteration 35Q: 3 clusters Score -2.271002e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 155328 members 
Entering Unmasked Estep 
Score: -22709994.000000 Penalty: 5945.941895
	Iteration 36Q: 3 clusters Score -2.270999e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 155357 members 
Entering Unmasked Estep 
Score: -22709976.000000 Penalty: 5945.941895
	Iteration 37Q: 3 clusters Score -2.270998e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -22709994.000000 Penalty: 5945.941895
	Iteration 38Q: 3 clusters Score -2.270999e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 155409 members 
Entering Unmasked Estep 
Score: -22709988.000000 Penalty: 5945.941895
	Iteration 39Q: 3 clusters Score -2.270999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 155424 members 
Entering Unmasked Estep 
Score: -22709964.000000 Penalty: 5945.941895
	Iteration 40F: 3 clusters Score -2.270996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 155433 members 
Entering Unmasked Estep 
Score: -22709970.000000 Penalty: 5945.941895
	Iteration 41Q: 3 clusters Score -2.270997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 155449 members 
Entering Unmasked Estep 
Score: -22709952.000000 Penalty: 5945.941895
	Iteration 42Q: 3 clusters Score -2.270995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 155456 members 
Entering Unmasked Estep 
Score: -22709930.000000 Penalty: 5945.941895
	Iteration 43Q: 3 clusters Score -2.270993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 155462 members 
Entering Unmasked Estep 
Score: -22709928.000000 Penalty: 5945.941895
	Iteration 44Q: 3 clusters Score -2.270993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 155466 members 
Entering Unmasked Estep 
Score: -22709920.000000 Penalty: 5945.941895
	Iteration 45Q: 3 clusters Score -2.270992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 155473 members 
Entering Unmasked Estep 
Score: -22709932.000000 Penalty: 5945.941895
	Iteration 46Q: 3 clusters Score -2.270993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 155478 members 
Entering Unmasked Estep 
Score: -22709958.000000 Penalty: 5945.941895
	Iteration 47Q: 3 clusters Score -2.270996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 155486 members 
Entering Unmasked Estep 
Score: -22709952.000000 Penalty: 5945.941895
	Iteration 48Q: 3 clusters Score -2.270995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 155490 members 
Entering Unmasked Estep 
Score: -22709942.000000 Penalty: 5945.941895
	Iteration 49Q: 3 clusters Score -2.270994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 155495 members 
Entering Unmasked Estep 
Score: -22709958.000000 Penalty: 5945.941895
	Iteration 50Q: 3 clusters Score -2.270996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 155504 members 
Entering Unmasked Estep 
Score: -22709950.000000 Penalty: 5945.941895
	Iteration 51Q: 3 clusters Score -2.270995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 155511 members 
Entering Unmasked Estep 
Score: -22709958.000000 Penalty: 5945.941895
	Iteration 52Q: 3 clusters Score -2.270996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 155518 members 
Entering Unmasked Estep 
Score: -22709952.000000 Penalty: 5945.941895
	Iteration 53Q: 3 clusters Score -2.270995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 155528 members 
Entering Unmasked Estep 
Score: -22709952.000000 Penalty: 5945.941895
	Iteration 54Q: 3 clusters Score -2.270995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 155535 members 
Entering Unmasked Estep 
Score: -22709944.000000 Penalty: 5945.941895
	Iteration 55Q: 3 clusters Score -2.270994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -22709954.000000 Penalty: 5945.941895
	Iteration 56Q: 3 clusters Score -2.270995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 155535 members 
Entering Unmasked Estep 
Score: -22709948.000000 Penalty: 5945.941895
	Iteration 57Q: 3 clusters Score -2.270995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -22709936.000000 Penalty: 5945.941895
	Iteration 58Q: 3 clusters Score -2.270994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 155536 members 
Entering Unmasked Estep 
Score: -22709948.000000 Penalty: 5945.941895
	Iteration 59Q: 3 clusters Score -2.270995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 155538 members 
Entering Unmasked Estep 
Score: -22709956.000000 Penalty: 5945.941895
	Iteration 60F: 3 clusters Score -2.270996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 155540 members 
Entering Unmasked Estep 
Score: -22709958.000000 Penalty: 5945.941895
	Iteration 61Q: 3 clusters Score -2.270996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 155541 members 
Entering Unmasked Estep 
Score: -22709956.000000 Penalty: 5945.941895
	Iteration 62Q: 3 clusters Score -2.270996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 155541 members 
Entering Unmasked Estep 
Score: -22709956.000000 Penalty: 5945.941895
	Iteration 63F: 3 clusters Score -2.270996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160550 members 
Entering Unmasked Estep 
Score: -22685322.000000 Penalty: 2972.617432
	Iteration 0F: 2 clusters Score -2.268532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80079 members 
Mstep: Class 2 contains 80471 members 
Entering Unmasked Estep 
Score: -22586290.000000 Penalty: 5945.234863
	Iteration 0F: 3 clusters Score -2.258629e+07 nChanged 76661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -22631978.000000 Penalty: 5945.234863
	Iteration 1F: 3 clusters Score -2.263198e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -22633938.000000 Penalty: 5945.234863
	Iteration 2Q: 3 clusters Score -2.263394e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -22636460.000000 Penalty: 5945.234863
	Iteration 3Q: 3 clusters Score -2.263646e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -22639882.000000 Penalty: 5945.234863
	Iteration 4Q: 3 clusters Score -2.263988e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -22644276.000000 Penalty: 5945.234863
	Iteration 5F: 3 clusters Score -2.264428e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 106830 members 
Entering Unmasked Estep 
Score: -22649794.000000 Penalty: 5945.234863
	Iteration 6F: 3 clusters Score -2.264979e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 115330 members 
Entering Unmasked Estep 
Score: -22655844.000000 Penalty: 5945.234863
	Iteration 7F: 3 clusters Score -2.265584e+07 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 124082 members 
Entering Unmasked Estep 
Score: -22662354.000000 Penalty: 5945.234863
	Iteration 8F: 3 clusters Score -2.266235e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 131817 members 
Entering Unmasked Estep 
Score: -22668412.000000 Penalty: 5945.234863
	Iteration 9F: 3 clusters Score -2.266841e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 138010 members 
Entering Unmasked Estep 
Score: -22673422.000000 Penalty: 5945.234863
	Iteration 10Q: 3 clusters Score -2.267342e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 142484 members 
Entering Unmasked Estep 
Score: -22676748.000000 Penalty: 5945.234863
	Iteration 11Q: 3 clusters Score -2.267675e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 146011 members 
Entering Unmasked Estep 
Score: -22678940.000000 Penalty: 5945.234863
	Iteration 12Q: 3 clusters Score -2.267894e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 148927 members 
Entering Unmasked Estep 
Score: -22680404.000000 Penalty: 5945.234863
	Iteration 13Q: 3 clusters Score -2.26804e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 151380 members 
Entering Unmasked Estep 
Score: -22681550.000000 Penalty: 5945.234863
	Iteration 14Q: 3 clusters Score -2.268155e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 153431 members 
Entering Unmasked Estep 
Score: -22682360.000000 Penalty: 5945.234863
	Iteration 15Q: 3 clusters Score -2.268236e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 155007 members 
Entering Unmasked Estep 
Score: -22682646.000000 Penalty: 5945.234863
	Iteration 16Q: 3 clusters Score -2.268265e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 156199 members 
Entering Unmasked Estep 
Score: -22682786.000000 Penalty: 5945.234863
	Iteration 17Q: 3 clusters Score -2.268279e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 157104 members 
Entering Unmasked Estep 
Score: -22682900.000000 Penalty: 5945.234863
	Iteration 18Q: 3 clusters Score -2.26829e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -22683092.000000 Penalty: 5945.234863
	Iteration 19Q: 3 clusters Score -2.268309e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 158251 members 
Entering Unmasked Estep 
Score: -22683226.000000 Penalty: 5945.234863
	Iteration 20F: 3 clusters Score -2.268323e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 158601 members 
Entering Unmasked Estep 
Score: -22683296.000000 Penalty: 5945.234863
	Iteration 21Q: 3 clusters Score -2.26833e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 158860 members 
Entering Unmasked Estep 
Score: -22683334.000000 Penalty: 5945.234863
	Iteration 22Q: 3 clusters Score -2.268333e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 159055 members 
Entering Unmasked Estep 
Score: -22683320.000000 Penalty: 5945.234863
	Iteration 23Q: 3 clusters Score -2.268332e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -22683312.000000 Penalty: 5945.234863
	Iteration 24Q: 3 clusters Score -2.268331e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 159299 members 
Entering Unmasked Estep 
Score: -22683326.000000 Penalty: 5945.234863
	Iteration 25Q: 3 clusters Score -2.268333e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 159387 members 
Entering Unmasked Estep 
Score: -22683358.000000 Penalty: 5945.234863
	Iteration 26Q: 3 clusters Score -2.268336e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 159440 members 
Entering Unmasked Estep 
Score: -22683340.000000 Penalty: 5945.234863
	Iteration 27Q: 3 clusters Score -2.268334e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 159490 members 
Entering Unmasked Estep 
Score: -22683326.000000 Penalty: 5945.234863
	Iteration 28Q: 3 clusters Score -2.268333e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 159518 members 
Entering Unmasked Estep 
Score: -22683320.000000 Penalty: 5945.234863
	Iteration 29Q: 3 clusters Score -2.268332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 159537 members 
Entering Unmasked Estep 
Score: -22683336.000000 Penalty: 5945.234863
	Iteration 30Q: 3 clusters Score -2.268334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 159553 members 
Entering Unmasked Estep 
Score: -22683338.000000 Penalty: 5945.234863
	Iteration 31Q: 3 clusters Score -2.268334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 159565 members 
Entering Unmasked Estep 
Score: -22683346.000000 Penalty: 5945.234863
	Iteration 32Q: 3 clusters Score -2.268335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 159575 members 
Entering Unmasked Estep 
Score: -22683384.000000 Penalty: 5945.234863
	Iteration 33Q: 3 clusters Score -2.268338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 159585 members 
Entering Unmasked Estep 
Score: -22683364.000000 Penalty: 5945.234863
	Iteration 34Q: 3 clusters Score -2.268336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 159591 members 
Entering Unmasked Estep 
Score: -22683346.000000 Penalty: 5945.234863
	Iteration 35Q: 3 clusters Score -2.268335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 159601 members 
Entering Unmasked Estep 
Score: -22683338.000000 Penalty: 5945.234863
	Iteration 36Q: 3 clusters Score -2.268334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 159606 members 
Entering Unmasked Estep 
Score: -22683348.000000 Penalty: 5945.234863
	Iteration 37Q: 3 clusters Score -2.268335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 159612 members 
Entering Unmasked Estep 
Score: -22683332.000000 Penalty: 5945.234863
	Iteration 38Q: 3 clusters Score -2.268333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 159615 members 
Entering Unmasked Estep 
Score: -22683346.000000 Penalty: 5945.234863
	Iteration 39Q: 3 clusters Score -2.268335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 159617 members 
Entering Unmasked Estep 
Score: -22683330.000000 Penalty: 5945.234863
	Iteration 40F: 3 clusters Score -2.268333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 159618 members 
Entering Unmasked Estep 
Score: -22683334.000000 Penalty: 5945.234863
	Iteration 41Q: 3 clusters Score -2.268333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 159622 members 
Entering Unmasked Estep 
Score: -22683320.000000 Penalty: 5945.234863
	Iteration 42Q: 3 clusters Score -2.268332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 159627 members 
Entering Unmasked Estep 
Score: -22683324.000000 Penalty: 5945.234863
	Iteration 43Q: 3 clusters Score -2.268332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 159631 members 
Entering Unmasked Estep 
Score: -22683330.000000 Penalty: 5945.234863
	Iteration 44Q: 3 clusters Score -2.268333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 159632 members 
Entering Unmasked Estep 
Score: -22683326.000000 Penalty: 5945.234863
	Iteration 45Q: 3 clusters Score -2.268333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 159633 members 
Entering Unmasked Estep 
Score: -22683330.000000 Penalty: 5945.234863
	Iteration 46Q: 3 clusters Score -2.268333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 159634 members 
Entering Unmasked Estep 
Score: -22683326.000000 Penalty: 5945.234863
	Iteration 47Q: 3 clusters Score -2.268333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 159638 members 
Entering Unmasked Estep 
Score: -22683324.000000 Penalty: 5945.234863
	Iteration 48Q: 3 clusters Score -2.268332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 159643 members 
Entering Unmasked Estep 
Score: -22683324.000000 Penalty: 5945.234863
	Iteration 49Q: 3 clusters Score -2.268332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -22683316.000000 Penalty: 5945.234863
	Iteration 50Q: 3 clusters Score -2.268332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 159657 members 
Entering Unmasked Estep 
Score: -22683320.000000 Penalty: 5945.234863
	Iteration 51Q: 3 clusters Score -2.268332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 159661 members 
Entering Unmasked Estep 
Score: -22683320.000000 Penalty: 5945.234863
	Iteration 52Q: 3 clusters Score -2.268332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 159663 members 
Entering Unmasked Estep 
Score: -22683332.000000 Penalty: 5945.234863
	Iteration 53Q: 3 clusters Score -2.268333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 159667 members 
Entering Unmasked Estep 
Score: -22683316.000000 Penalty: 5945.234863
	Iteration 54Q: 3 clusters Score -2.268332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 159671 members 
Entering Unmasked Estep 
Score: -22683328.000000 Penalty: 5945.234863
	Iteration 55Q: 3 clusters Score -2.268333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 159675 members 
Entering Unmasked Estep 
Score: -22683316.000000 Penalty: 5945.234863
	Iteration 56Q: 3 clusters Score -2.268332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 159676 members 
Entering Unmasked Estep 
Score: -22683320.000000 Penalty: 5945.234863
	Iteration 57Q: 3 clusters Score -2.268332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 159679 members 
Entering Unmasked Estep 
Score: -22683312.000000 Penalty: 5945.234863
	Iteration 58Q: 3 clusters Score -2.268331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -22683336.000000 Penalty: 5945.234863
	Iteration 59Q: 3 clusters Score -2.268334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 159689 members 
Entering Unmasked Estep 
Score: -22683330.000000 Penalty: 5945.234863
	Iteration 60F: 3 clusters Score -2.268333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 159692 members 
Entering Unmasked Estep 
Score: -22683328.000000 Penalty: 5945.234863
	Iteration 61Q: 3 clusters Score -2.268333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 159696 members 
Entering Unmasked Estep 
Score: -22683312.000000 Penalty: 5945.234863
	Iteration 62Q: 3 clusters Score -2.268331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 159701 members 
Entering Unmasked Estep 
Score: -22683316.000000 Penalty: 5945.234863
	Iteration 63Q: 3 clusters Score -2.268332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 159703 members 
Entering Unmasked Estep 
Score: -22683332.000000 Penalty: 5945.234863
	Iteration 64Q: 3 clusters Score -2.268333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 159706 members 
Entering Unmasked Estep 
Score: -22683326.000000 Penalty: 5945.234863
	Iteration 65Q: 3 clusters Score -2.268333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 159708 members 
Entering Unmasked Estep 
Score: -22683328.000000 Penalty: 5945.234863
	Iteration 66Q: 3 clusters Score -2.268333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 159710 members 
Entering Unmasked Estep 
Score: -22683332.000000 Penalty: 5945.234863
	Iteration 67Q: 3 clusters Score -2.268333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 159714 members 
Entering Unmasked Estep 
Score: -22683330.000000 Penalty: 5945.234863
	Iteration 68Q: 3 clusters Score -2.268333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -22683344.000000 Penalty: 5945.234863
	Iteration 69Q: 3 clusters Score -2.268334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -22683344.000000 Penalty: 5945.234863
	Iteration 70F: 3 clusters Score -2.268334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -197381.953125 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -197382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -195152.718750 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -195152.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -196818.281250 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -196818.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -198900.656250 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -198900.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -200116.062500 Penalty: 3695.527832
	Iteration 3F: 3 clusters Score -200116.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -200431.546875 Penalty: 3695.527832
	Iteration 4Q: 3 clusters Score -200431.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -200788.046875 Penalty: 3695.527832
	Iteration 5Q: 3 clusters Score -200788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -200954.046875 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -200954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -200962.609375 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -200962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -200962.609375 Penalty: 3695.527832
	Iteration 8F: 3 clusters Score -200962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 217441 members 
Mstep: Class 5 contains 10299 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 184199 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 160779 members 
Mstep: Class 13 contains 160550 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 154303 members 
Mstep: Class 18 contains 30754 members 
Mstep: Class 20 contains 11389 members 
Entering Unmasked Estep 
Score: -146939296.000000 Penalty: 48163.914062
Splitting cluster 14 changes total score from -146936976.000000 to -146939296.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 15 (154303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154303 members 
Entering Unmasked Estep 
Score: -21816534.000000 Penalty: 2962.774902
	Iteration 0F: 2 clusters Score -2.181653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77526 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -21718068.000000 Penalty: 5925.549805
	Iteration 0F: 3 clusters Score -2.171807e+07 nChanged 73800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -21762960.000000 Penalty: 5925.549805
	Iteration 1F: 3 clusters Score -2.176296e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -21766026.000000 Penalty: 5925.549805
	Iteration 2Q: 3 clusters Score -2.176603e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -21770656.000000 Penalty: 5925.549805
	Iteration 3F: 3 clusters Score -2.177066e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -21777276.000000 Penalty: 5925.549805
	Iteration 4F: 3 clusters Score -2.177728e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108051 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -21785836.000000 Penalty: 5925.549805
	Iteration 5F: 3 clusters Score -2.178584e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116021 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -21794752.000000 Penalty: 5925.549805
	Iteration 6F: 3 clusters Score -2.179475e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121857 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -21801394.000000 Penalty: 5925.549805
	Iteration 7F: 3 clusters Score -2.180139e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125487 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -21805266.000000 Penalty: 5925.549805
	Iteration 8Q: 3 clusters Score -2.180527e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127988 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -21807246.000000 Penalty: 5925.549805
	Iteration 9Q: 3 clusters Score -2.180725e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130005 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -21808340.000000 Penalty: 5925.549805
	Iteration 10Q: 3 clusters Score -2.180834e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131826 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -21809088.000000 Penalty: 5925.549805
	Iteration 11Q: 3 clusters Score -2.180909e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133462 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -21809820.000000 Penalty: 5925.549805
	Iteration 12Q: 3 clusters Score -2.180982e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134921 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -21810438.000000 Penalty: 5925.549805
	Iteration 13Q: 3 clusters Score -2.181044e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136331 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -21811088.000000 Penalty: 5925.549805
	Iteration 14Q: 3 clusters Score -2.181109e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137651 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -21811614.000000 Penalty: 5925.549805
	Iteration 15Q: 3 clusters Score -2.181161e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138923 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -21812028.000000 Penalty: 5925.549805
	Iteration 16Q: 3 clusters Score -2.181203e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140099 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -21812584.000000 Penalty: 5925.549805
	Iteration 17Q: 3 clusters Score -2.181258e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141156 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -21812940.000000 Penalty: 5925.549805
	Iteration 18Q: 3 clusters Score -2.181294e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142163 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -21813372.000000 Penalty: 5925.549805
	Iteration 19Q: 3 clusters Score -2.181337e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143092 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -21813668.000000 Penalty: 5925.549805
	Iteration 20F: 3 clusters Score -2.181367e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143954 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -21813930.000000 Penalty: 5925.549805
	Iteration 21Q: 3 clusters Score -2.181393e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144678 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -21814082.000000 Penalty: 5925.549805
	Iteration 22Q: 3 clusters Score -2.181408e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145344 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -21814128.000000 Penalty: 5925.549805
	Iteration 23Q: 3 clusters Score -2.181413e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145888 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -21814290.000000 Penalty: 5925.549805
	Iteration 24Q: 3 clusters Score -2.181429e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146364 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -21814362.000000 Penalty: 5925.549805
	Iteration 25Q: 3 clusters Score -2.181436e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146794 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -21814476.000000 Penalty: 5925.549805
	Iteration 26Q: 3 clusters Score -2.181448e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147224 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -21814630.000000 Penalty: 5925.549805
	Iteration 27Q: 3 clusters Score -2.181463e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147581 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -21814648.000000 Penalty: 5925.549805
	Iteration 28Q: 3 clusters Score -2.181465e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -21814686.000000 Penalty: 5925.549805
	Iteration 29Q: 3 clusters Score -2.181469e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148182 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -21814742.000000 Penalty: 5925.549805
	Iteration 30Q: 3 clusters Score -2.181474e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148424 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -21814782.000000 Penalty: 5925.549805
	Iteration 31Q: 3 clusters Score -2.181478e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148631 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -21814830.000000 Penalty: 5925.549805
	Iteration 32Q: 3 clusters Score -2.181483e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148801 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -21814858.000000 Penalty: 5925.549805
	Iteration 33Q: 3 clusters Score -2.181486e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -21814836.000000 Penalty: 5925.549805
	Iteration 34Q: 3 clusters Score -2.181484e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149139 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -21814942.000000 Penalty: 5925.549805
	Iteration 35Q: 3 clusters Score -2.181494e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149281 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -21815016.000000 Penalty: 5925.549805
	Iteration 36Q: 3 clusters Score -2.181502e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149397 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -21815004.000000 Penalty: 5925.549805
	Iteration 37Q: 3 clusters Score -2.1815e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149516 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -21815018.000000 Penalty: 5925.549805
	Iteration 38Q: 3 clusters Score -2.181502e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149638 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -21815056.000000 Penalty: 5925.549805
	Iteration 39Q: 3 clusters Score -2.181506e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149751 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -21815092.000000 Penalty: 5925.549805
	Iteration 40F: 3 clusters Score -2.181509e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149863 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -21815110.000000 Penalty: 5925.549805
	Iteration 41Q: 3 clusters Score -2.181511e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149962 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -21815114.000000 Penalty: 5925.549805
	Iteration 42Q: 3 clusters Score -2.181511e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150057 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -21815154.000000 Penalty: 5925.549805
	Iteration 43Q: 3 clusters Score -2.181515e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150132 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -21815170.000000 Penalty: 5925.549805
	Iteration 44Q: 3 clusters Score -2.181517e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150206 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -21815202.000000 Penalty: 5925.549805
	Iteration 45Q: 3 clusters Score -2.18152e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150275 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -21815268.000000 Penalty: 5925.549805
	Iteration 46Q: 3 clusters Score -2.181527e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150336 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -21815314.000000 Penalty: 5925.549805
	Iteration 47Q: 3 clusters Score -2.181531e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150406 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -21815328.000000 Penalty: 5925.549805
	Iteration 48Q: 3 clusters Score -2.181533e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150470 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -21815326.000000 Penalty: 5925.549805
	Iteration 49Q: 3 clusters Score -2.181533e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150523 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -21815314.000000 Penalty: 5925.549805
	Iteration 50Q: 3 clusters Score -2.181531e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150577 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -21815314.000000 Penalty: 5925.549805
	Iteration 51Q: 3 clusters Score -2.181531e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150637 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -21815302.000000 Penalty: 5925.549805
	Iteration 52Q: 3 clusters Score -2.18153e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150693 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -21815304.000000 Penalty: 5925.549805
	Iteration 53Q: 3 clusters Score -2.18153e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150740 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -21815308.000000 Penalty: 5925.549805
	Iteration 54Q: 3 clusters Score -2.181531e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150783 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -21815324.000000 Penalty: 5925.549805
	Iteration 55Q: 3 clusters Score -2.181532e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150819 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -21815316.000000 Penalty: 5925.549805
	Iteration 56Q: 3 clusters Score -2.181532e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150854 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -21815312.000000 Penalty: 5925.549805
	Iteration 57Q: 3 clusters Score -2.181531e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150890 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -21815294.000000 Penalty: 5925.549805
	Iteration 58Q: 3 clusters Score -2.181529e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150917 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -21815324.000000 Penalty: 5925.549805
	Iteration 59Q: 3 clusters Score -2.181532e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150938 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -21815336.000000 Penalty: 5925.549805
	Iteration 60F: 3 clusters Score -2.181534e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150962 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -21815304.000000 Penalty: 5925.549805
	Iteration 61Q: 3 clusters Score -2.18153e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150985 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -21815362.000000 Penalty: 5925.549805
	Iteration 62Q: 3 clusters Score -2.181536e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -21815384.000000 Penalty: 5925.549805
	Iteration 63Q: 3 clusters Score -2.181538e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151047 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -21815396.000000 Penalty: 5925.549805
	Iteration 64Q: 3 clusters Score -2.18154e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -21815424.000000 Penalty: 5925.549805
	Iteration 65Q: 3 clusters Score -2.181542e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151110 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -21815440.000000 Penalty: 5925.549805
	Iteration 66Q: 3 clusters Score -2.181544e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151142 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -21815446.000000 Penalty: 5925.549805
	Iteration 67Q: 3 clusters Score -2.181545e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -21815444.000000 Penalty: 5925.549805
	Iteration 68Q: 3 clusters Score -2.181544e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151220 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -21815510.000000 Penalty: 5925.549805
	Iteration 69Q: 3 clusters Score -2.181551e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151265 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -21815554.000000 Penalty: 5925.549805
	Iteration 70Q: 3 clusters Score -2.181555e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151305 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -21815560.000000 Penalty: 5925.549805
	Iteration 71Q: 3 clusters Score -2.181556e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -21815510.000000 Penalty: 5925.549805
	Iteration 72Q: 3 clusters Score -2.181551e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151326 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -21815546.000000 Penalty: 5925.549805
	Iteration 73Q: 3 clusters Score -2.181555e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151363 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -21815598.000000 Penalty: 5925.549805
	Iteration 74Q: 3 clusters Score -2.18156e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151388 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -21815628.000000 Penalty: 5925.549805
	Iteration 75Q: 3 clusters Score -2.181563e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151408 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -21815696.000000 Penalty: 5925.549805
	Iteration 76Q: 3 clusters Score -2.18157e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151419 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -21815724.000000 Penalty: 5925.549805
	Iteration 77Q: 3 clusters Score -2.181572e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151421 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -21815764.000000 Penalty: 5925.549805
	Iteration 78Q: 3 clusters Score -2.181576e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151413 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -21815808.000000 Penalty: 5925.549805
	Iteration 79Q: 3 clusters Score -2.181581e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151398 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -21815850.000000 Penalty: 5925.549805
	Iteration 80F: 3 clusters Score -2.181585e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151367 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -21815916.000000 Penalty: 5925.549805
	Iteration 81Q: 3 clusters Score -2.181592e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151354 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -21815934.000000 Penalty: 5925.549805
	Iteration 82Q: 3 clusters Score -2.181593e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -21815924.000000 Penalty: 5925.549805
	Iteration 83Q: 3 clusters Score -2.181592e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151270 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -21815964.000000 Penalty: 5925.549805
	Iteration 84Q: 3 clusters Score -2.181596e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -21815972.000000 Penalty: 5925.549805
	Iteration 85Q: 3 clusters Score -2.181597e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -21816024.000000 Penalty: 5925.549805
	Iteration 86Q: 3 clusters Score -2.181602e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151115 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -21816048.000000 Penalty: 5925.549805
	Iteration 87Q: 3 clusters Score -2.181605e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151045 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -21816118.000000 Penalty: 5925.549805
	Iteration 88Q: 3 clusters Score -2.181612e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150958 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -21816194.000000 Penalty: 5925.549805
	Iteration 89Q: 3 clusters Score -2.181619e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150877 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -21816246.000000 Penalty: 5925.549805
	Iteration 90Q: 3 clusters Score -2.181625e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150800 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -21816318.000000 Penalty: 5925.549805
	Iteration 91Q: 3 clusters Score -2.181632e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150738 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -21816332.000000 Penalty: 5925.549805
	Iteration 92Q: 3 clusters Score -2.181633e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150672 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -21816360.000000 Penalty: 5925.549805
	Iteration 93Q: 3 clusters Score -2.181636e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150616 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -21816418.000000 Penalty: 5925.549805
	Iteration 94Q: 3 clusters Score -2.181642e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150554 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -21816494.000000 Penalty: 5925.549805
	Iteration 95Q: 3 clusters Score -2.181649e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150492 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -21816512.000000 Penalty: 5925.549805
	Iteration 96Q: 3 clusters Score -2.181651e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -21816544.000000 Penalty: 5925.549805
	Iteration 97Q: 3 clusters Score -2.181654e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150362 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -21816554.000000 Penalty: 5925.549805
	Iteration 98Q: 3 clusters Score -2.181655e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150309 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -21816596.000000 Penalty: 5925.549805
	Iteration 99Q: 3 clusters Score -2.18166e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150267 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -21816588.000000 Penalty: 5925.549805
	Iteration 100F: 3 clusters Score -2.181659e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150208 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -21816612.000000 Penalty: 5925.549805
	Iteration 101Q: 3 clusters Score -2.181661e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150151 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -21816622.000000 Penalty: 5925.549805
	Iteration 102Q: 3 clusters Score -2.181662e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -21816648.000000 Penalty: 5925.549805
	Iteration 103Q: 3 clusters Score -2.181665e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150012 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -21816694.000000 Penalty: 5925.549805
	Iteration 104Q: 3 clusters Score -2.181669e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149947 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -21816696.000000 Penalty: 5925.549805
	Iteration 105Q: 3 clusters Score -2.18167e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149865 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -21816722.000000 Penalty: 5925.549805
	Iteration 106Q: 3 clusters Score -2.181672e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149777 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -21816768.000000 Penalty: 5925.549805
	Iteration 107Q: 3 clusters Score -2.181677e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -21816810.000000 Penalty: 5925.549805
	Iteration 108Q: 3 clusters Score -2.181681e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149616 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -21816844.000000 Penalty: 5925.549805
	Iteration 109Q: 3 clusters Score -2.181684e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149541 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -21816886.000000 Penalty: 5925.549805
	Iteration 110Q: 3 clusters Score -2.181689e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149462 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -21816910.000000 Penalty: 5925.549805
	Iteration 111Q: 3 clusters Score -2.181691e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149401 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -21816934.000000 Penalty: 5925.549805
	Iteration 112Q: 3 clusters Score -2.181693e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149334 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -21816954.000000 Penalty: 5925.549805
	Iteration 113Q: 3 clusters Score -2.181695e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149267 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -21816974.000000 Penalty: 5925.549805
	Iteration 114Q: 3 clusters Score -2.181697e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149204 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -21817014.000000 Penalty: 5925.549805
	Iteration 115Q: 3 clusters Score -2.181701e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149150 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -21817020.000000 Penalty: 5925.549805
	Iteration 116Q: 3 clusters Score -2.181702e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149099 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -21817062.000000 Penalty: 5925.549805
	Iteration 117Q: 3 clusters Score -2.181706e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149060 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -21817084.000000 Penalty: 5925.549805
	Iteration 118Q: 3 clusters Score -2.181708e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149016 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -21817102.000000 Penalty: 5925.549805
	Iteration 119Q: 3 clusters Score -2.18171e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148977 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -21817108.000000 Penalty: 5925.549805
	Iteration 120F: 3 clusters Score -2.181711e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -21817134.000000 Penalty: 5925.549805
	Iteration 121Q: 3 clusters Score -2.181713e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148902 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -21817160.000000 Penalty: 5925.549805
	Iteration 122Q: 3 clusters Score -2.181716e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148867 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -21817188.000000 Penalty: 5925.549805
	Iteration 123Q: 3 clusters Score -2.181719e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148826 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -21817186.000000 Penalty: 5925.549805
	Iteration 124Q: 3 clusters Score -2.181719e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148793 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -21817172.000000 Penalty: 5925.549805
	Iteration 125Q: 3 clusters Score -2.181717e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148761 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -21817188.000000 Penalty: 5925.549805
	Iteration 126Q: 3 clusters Score -2.181719e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148732 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -21817204.000000 Penalty: 5925.549805
	Iteration 127Q: 3 clusters Score -2.18172e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148697 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -21817200.000000 Penalty: 5925.549805
	Iteration 128Q: 3 clusters Score -2.18172e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148664 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -21817212.000000 Penalty: 5925.549805
	Iteration 129Q: 3 clusters Score -2.181721e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148636 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -21817228.000000 Penalty: 5925.549805
	Iteration 130Q: 3 clusters Score -2.181723e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148614 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -21817250.000000 Penalty: 5925.549805
	Iteration 131Q: 3 clusters Score -2.181725e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148589 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -21817260.000000 Penalty: 5925.549805
	Iteration 132Q: 3 clusters Score -2.181726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148568 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -21817300.000000 Penalty: 5925.549805
	Iteration 133Q: 3 clusters Score -2.18173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148548 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -21817294.000000 Penalty: 5925.549805
	Iteration 134Q: 3 clusters Score -2.181729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148528 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -21817294.000000 Penalty: 5925.549805
	Iteration 135Q: 3 clusters Score -2.181729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148509 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -21817298.000000 Penalty: 5925.549805
	Iteration 136Q: 3 clusters Score -2.18173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148500 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -21817308.000000 Penalty: 5925.549805
	Iteration 137Q: 3 clusters Score -2.181731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148490 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -21817288.000000 Penalty: 5925.549805
	Iteration 138Q: 3 clusters Score -2.181729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148482 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -21817318.000000 Penalty: 5925.549805
	Iteration 139Q: 3 clusters Score -2.181732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148472 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -21817312.000000 Penalty: 5925.549805
	Iteration 140F: 3 clusters Score -2.181731e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148460 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -21817288.000000 Penalty: 5925.549805
	Iteration 141Q: 3 clusters Score -2.181729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -21817320.000000 Penalty: 5925.549805
	Iteration 142Q: 3 clusters Score -2.181732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148436 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -21817294.000000 Penalty: 5925.549805
	Iteration 143Q: 3 clusters Score -2.181729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148429 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -21817286.000000 Penalty: 5925.549805
	Iteration 144Q: 3 clusters Score -2.181729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148424 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -21817298.000000 Penalty: 5925.549805
	Iteration 145Q: 3 clusters Score -2.18173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -21817292.000000 Penalty: 5925.549805
	Iteration 146Q: 3 clusters Score -2.181729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148420 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -21817308.000000 Penalty: 5925.549805
	Iteration 147Q: 3 clusters Score -2.181731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148419 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -21817298.000000 Penalty: 5925.549805
	Iteration 148Q: 3 clusters Score -2.18173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148419 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -21817298.000000 Penalty: 5925.549805
	Iteration 149Q: 3 clusters Score -2.18173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148419 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -21817296.000000 Penalty: 5925.549805
	Iteration 150Q: 3 clusters Score -2.18173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148419 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -21817286.000000 Penalty: 5925.549805
	Iteration 151Q: 3 clusters Score -2.181729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148417 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -21817292.000000 Penalty: 5925.549805
	Iteration 152Q: 3 clusters Score -2.181729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148416 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -21817294.000000 Penalty: 5925.549805
	Iteration 153Q: 3 clusters Score -2.181729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148415 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -21817294.000000 Penalty: 5925.549805
	Iteration 154Q: 3 clusters Score -2.181729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148415 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -21817294.000000 Penalty: 5925.549805
	Iteration 155F: 3 clusters Score -2.181729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 217441 members 
Mstep: Class 5 contains 10299 members 
Mstep: Class 6 contains 5888 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 184199 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 160779 members 
Mstep: Class 13 contains 160550 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 148415 members 
Mstep: Class 18 contains 30754 members 
Mstep: Class 20 contains 11389 members 
Entering Unmasked Estep 
Score: -146939312.000000 Penalty: 51604.195312
Splitting cluster 15 changes total score from -146936976.000000 to -146939312.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 18 (30754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Entering Unmasked Estep 
Score: -4198757.000000 Penalty: 2562.776367
	Iteration 0F: 2 clusters Score -4198757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4177696.000000 Penalty: 5125.552734
	Iteration 0F: 3 clusters Score -4177696 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -4185316.250000 Penalty: 5125.552734
	Iteration 1F: 3 clusters Score -4185316 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -4185852.750000 Penalty: 5125.552734
	Iteration 2Q: 3 clusters Score -4185853 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4186357.500000 Penalty: 5125.552734
	Iteration 3Q: 3 clusters Score -4186358 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -4186895.000000 Penalty: 5125.552734
	Iteration 4Q: 3 clusters Score -4186895 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -4187532.250000 Penalty: 5125.552734
	Iteration 5Q: 3 clusters Score -4187532 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -4188247.750000 Penalty: 5125.552734
	Iteration 6Q: 3 clusters Score -4188248 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4188994.500000 Penalty: 5125.552734
	Iteration 7Q: 3 clusters Score -4188994 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4189879.750000 Penalty: 5125.552734
	Iteration 8F: 3 clusters Score -4189880 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -4190978.000000 Penalty: 5125.552734
	Iteration 9F: 3 clusters Score -4190978 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -4192331.750000 Penalty: 5125.552734
	Iteration 10F: 3 clusters Score -4192332 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -4193726.000000 Penalty: 5125.552734
	Iteration 11F: 3 clusters Score -4193726 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4194863.500000 Penalty: 5125.552734
	Iteration 12Q: 3 clusters Score -4194864 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4195785.000000 Penalty: 5125.552734
	Iteration 13Q: 3 clusters Score -4195785 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4196321.000000 Penalty: 5125.552734
	Iteration 14Q: 3 clusters Score -4196321 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4196708.000000 Penalty: 5125.552734
	Iteration 15Q: 3 clusters Score -4196708 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4196886.500000 Penalty: 5125.552734
	Iteration 16Q: 3 clusters Score -4196886 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4196998.500000 Penalty: 5125.552734
	Iteration 17Q: 3 clusters Score -4196998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4197060.500000 Penalty: 5125.552734
	Iteration 18Q: 3 clusters Score -4197060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4197095.500000 Penalty: 5125.552734
	Iteration 19Q: 3 clusters Score -4197096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4197120.000000 Penalty: 5125.552734
	Iteration 20F: 3 clusters Score -4197120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4197126.000000 Penalty: 5125.552734
	Iteration 21Q: 3 clusters Score -4197126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4197124.500000 Penalty: 5125.552734
	Iteration 22Q: 3 clusters Score -4197124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4197130.000000 Penalty: 5125.552734
	Iteration 23Q: 3 clusters Score -4197130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4197132.500000 Penalty: 5125.552734
	Iteration 24Q: 3 clusters Score -4197132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4197130.000000 Penalty: 5125.552734
	Iteration 25Q: 3 clusters Score -4197130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4197130.000000 Penalty: 5125.552734
	Iteration 26Q: 3 clusters Score -4197130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4197129.500000 Penalty: 5125.552734
	Iteration 27Q: 3 clusters Score -4197130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4197129.500000 Penalty: 5125.552734
	Iteration 28F: 3 clusters Score -4197130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Entering Unmasked Estep 
Score: -1618056.250000 Penalty: 2316.420166
	Iteration 0F: 2 clusters Score -1618056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1609499.000000 Penalty: 4632.840332
	Iteration 0F: 3 clusters Score -1609499 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1612163.250000 Penalty: 4632.840332
	Iteration 1F: 3 clusters Score -1612163 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1612507.250000 Penalty: 4632.840332
	Iteration 2F: 3 clusters Score -1612507 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1612767.125000 Penalty: 4632.840332
	Iteration 3F: 3 clusters Score -1612767 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1613051.875000 Penalty: 4632.840332
	Iteration 4Q: 3 clusters Score -1613052 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1613368.125000 Penalty: 4632.840332
	Iteration 5Q: 3 clusters Score -1613368 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1613756.875000 Penalty: 4632.840332
	Iteration 6F: 3 clusters Score -1613757 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1614192.125000 Penalty: 4632.840332
	Iteration 7F: 3 clusters Score -1614192 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1614665.500000 Penalty: 4632.840332
	Iteration 8F: 3 clusters Score -1614666 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1615080.000000 Penalty: 4632.840332
	Iteration 9Q: 3 clusters Score -1615080 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1615420.875000 Penalty: 4632.840332
	Iteration 10Q: 3 clusters Score -1615421 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1615672.500000 Penalty: 4632.840332
	Iteration 11Q: 3 clusters Score -1615672 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1615879.125000 Penalty: 4632.840332
	Iteration 12Q: 3 clusters Score -1615879 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1616017.875000 Penalty: 4632.840332
	Iteration 13Q: 3 clusters Score -1616018 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1616109.125000 Penalty: 4632.840332
	Iteration 14Q: 3 clusters Score -1616109 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1616194.000000 Penalty: 4632.840332
	Iteration 15Q: 3 clusters Score -1616194 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1616246.375000 Penalty: 4632.840332
	Iteration 16Q: 3 clusters Score -1616246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1616272.000000 Penalty: 4632.840332
	Iteration 17Q: 3 clusters Score -1616272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1616285.750000 Penalty: 4632.840332
	Iteration 18Q: 3 clusters Score -1616286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1616293.000000 Penalty: 4632.840332
	Iteration 19Q: 3 clusters Score -1616293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1616301.500000 Penalty: 4632.840332
	Iteration 20F: 3 clusters Score -1616302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1616318.625000 Penalty: 4632.840332
	Iteration 21Q: 3 clusters Score -1616319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1616331.000000 Penalty: 4632.840332
	Iteration 22Q: 3 clusters Score -1616331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1616339.250000 Penalty: 4632.840332
	Iteration 23Q: 3 clusters Score -1616339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1616341.125000 Penalty: 4632.840332
	Iteration 24Q: 3 clusters Score -1616341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1616346.125000 Penalty: 4632.840332
	Iteration 25Q: 3 clusters Score -1616346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1616345.250000 Penalty: 4632.840332
	Iteration 26Q: 3 clusters Score -1616345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1616348.000000 Penalty: 4632.840332
	Iteration 27Q: 3 clusters Score -1616348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1616350.250000 Penalty: 4632.840332
	Iteration 28Q: 3 clusters Score -1616350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1616351.375000 Penalty: 4632.840332
	Iteration 29Q: 3 clusters Score -1616351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1616352.500000 Penalty: 4632.840332
	Iteration 30Q: 3 clusters Score -1616352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1616351.000000 Penalty: 4632.840332
	Iteration 31Q: 3 clusters Score -1616351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1616351.250000 Penalty: 4632.840332
	Iteration 32Q: 3 clusters Score -1616351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1616352.750000 Penalty: 4632.840332
	Iteration 33Q: 3 clusters Score -1616353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1616355.250000 Penalty: 4632.840332
	Iteration 34Q: 3 clusters Score -1616355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1616356.500000 Penalty: 4632.840332
	Iteration 35Q: 3 clusters Score -1616356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1616356.875000 Penalty: 4632.840332
	Iteration 36Q: 3 clusters Score -1616357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1616364.000000 Penalty: 4632.840332
	Iteration 37Q: 3 clusters Score -1616364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1616366.000000 Penalty: 4632.840332
	Iteration 38Q: 3 clusters Score -1616366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1616367.250000 Penalty: 4632.840332
	Iteration 39Q: 3 clusters Score -1616367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1616367.250000 Penalty: 4632.840332
	Iteration 40F: 3 clusters Score -1616367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 4 contains 217441 members 
Mstep: Class 5 contains 10299 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 184199 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 160779 members 
Mstep: Class 13 contains 160550 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 148415 members 
Mstep: Class 18 contains 30754 members 
Mstep: Class 20 contains 11389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146939808.000000 Penalty: 51604.195312
Iteration 39Q: 16 clusters Score -1.469398e+08 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 121183 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 215782 members 
Mstep: Class 5 contains 10393 members 
Mstep: Class 6 contains 5884 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 184202 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 160144 members 
Mstep: Class 13 contains 160401 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 150533 members 
Mstep: Class 18 contains 31076 members 
Mstep: Class 20 contains 11350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146940336.000000 Penalty: 51604.195312
Iteration 40F: 16 clusters Score -1.469403e+08 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 121178 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 214440 members 
Mstep: Class 5 contains 10521 members 
Mstep: Class 6 contains 6076 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 184042 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159626 members 
Mstep: Class 13 contains 160182 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 152182 members 
Mstep: Class 18 contains 31370 members 
Mstep: Class 20 contains 11332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146940320.000000 Penalty: 51604.195312
Iteration 41Q: 16 clusters Score -1.469403e+08 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 121215 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 213172 members 
Mstep: Class 5 contains 10664 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 183910 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159388 members 
Mstep: Class 13 contains 159976 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153321 members 
Mstep: Class 18 contains 31682 members 
Mstep: Class 20 contains 11305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146940320.000000 Penalty: 51604.195312
Iteration 42Q: 16 clusters Score -1.469403e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 121302 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 211995 members 
Mstep: Class 5 contains 10795 members 
Mstep: Class 6 contains 6632 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 183742 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159282 members 
Mstep: Class 13 contains 159815 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154109 members 
Mstep: Class 18 contains 31986 members 
Mstep: Class 20 contains 11291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146939888.000000 Penalty: 51604.195312
Iteration 43Q: 16 clusters Score -1.469399e+08 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 121390 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 210835 members 
Mstep: Class 5 contains 10909 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 183644 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159280 members 
Mstep: Class 13 contains 159792 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154537 members 
Mstep: Class 18 contains 32276 members 
Mstep: Class 20 contains 11283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146940880.000000 Penalty: 51604.195312
Iteration 44Q: 16 clusters Score -1.469409e+08 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 209764 members 
Mstep: Class 5 contains 10997 members 
Mstep: Class 6 contains 7420 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 183601 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159264 members 
Mstep: Class 13 contains 159803 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154776 members 
Mstep: Class 18 contains 32567 members 
Mstep: Class 20 contains 11273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146941040.000000 Penalty: 51604.195312
Iteration 45Q: 16 clusters Score -1.46941e+08 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 121566 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 208758 members 
Mstep: Class 5 contains 11082 members 
Mstep: Class 6 contains 7820 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 183549 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159314 members 
Mstep: Class 13 contains 159825 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154936 members 
Mstep: Class 18 contains 32836 members 
Mstep: Class 20 contains 11261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146941248.000000 Penalty: 51604.195312
Iteration 46Q: 16 clusters Score -1.469412e+08 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 121640 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 207783 members 
Mstep: Class 5 contains 11170 members 
Mstep: Class 6 contains 8233 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 183488 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159434 members 
Mstep: Class 13 contains 159877 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154964 members 
Mstep: Class 18 contains 33101 members 
Mstep: Class 20 contains 11257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146941328.000000 Penalty: 51604.195312
Iteration 47Q: 16 clusters Score -1.469413e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 121729 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 206796 members 
Mstep: Class 5 contains 11251 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 183446 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159524 members 
Mstep: Class 13 contains 159932 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 155041 members 
Mstep: Class 18 contains 33358 members 
Mstep: Class 20 contains 11241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146941280.000000 Penalty: 51604.195312
Iteration 48Q: 16 clusters Score -1.469413e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 121858 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 205870 members 
Mstep: Class 5 contains 11348 members 
Mstep: Class 6 contains 9061 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 183376 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159649 members 
Mstep: Class 13 contains 159974 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154989 members 
Mstep: Class 18 contains 33593 members 
Mstep: Class 20 contains 11229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146941680.000000 Penalty: 51604.195312
Iteration 49Q: 16 clusters Score -1.469417e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 121976 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 205067 members 
Mstep: Class 5 contains 11435 members 
Mstep: Class 6 contains 9517 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 183320 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159752 members 
Mstep: Class 13 contains 159985 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154868 members 
Mstep: Class 18 contains 33816 members 
Mstep: Class 20 contains 11211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146942016.000000 Penalty: 51604.195312
Iteration 50Q: 16 clusters Score -1.46942e+08 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 122113 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 204272 members 
Mstep: Class 5 contains 11527 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 183221 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159758 members 
Mstep: Class 13 contains 159965 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154886 members 
Mstep: Class 18 contains 34030 members 
Mstep: Class 20 contains 11188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146942704.000000 Penalty: 51604.195312
Iteration 51Q: 16 clusters Score -1.469427e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 122224 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 203545 members 
Mstep: Class 5 contains 11633 members 
Mstep: Class 6 contains 10482 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 183129 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159753 members 
Mstep: Class 13 contains 159914 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154872 members 
Mstep: Class 18 contains 34229 members 
Mstep: Class 20 contains 11166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146943200.000000 Penalty: 51604.195312
Iteration 52Q: 16 clusters Score -1.469432e+08 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 122314 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 202873 members 
Mstep: Class 5 contains 11743 members 
Mstep: Class 6 contains 11021 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 183034 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159769 members 
Mstep: Class 13 contains 159881 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154753 members 
Mstep: Class 18 contains 34407 members 
Mstep: Class 20 contains 11151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146943776.000000 Penalty: 51604.195312
Iteration 53Q: 16 clusters Score -1.469438e+08 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 122412 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 202270 members 
Mstep: Class 5 contains 11852 members 
Mstep: Class 6 contains 11578 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 182956 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159743 members 
Mstep: Class 13 contains 159822 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154602 members 
Mstep: Class 18 contains 34571 members 
Mstep: Class 20 contains 11139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146944208.000000 Penalty: 51604.195312
Iteration 54Q: 16 clusters Score -1.469442e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 122465 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 201666 members 
Mstep: Class 5 contains 11960 members 
Mstep: Class 6 contains 12166 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 182863 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159733 members 
Mstep: Class 13 contains 159764 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154463 members 
Mstep: Class 18 contains 34741 members 
Mstep: Class 20 contains 11124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146944368.000000 Penalty: 51604.195312
Iteration 55Q: 16 clusters Score -1.469444e+08 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 122497 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 201078 members 
Mstep: Class 5 contains 12083 members 
Mstep: Class 6 contains 12763 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 182820 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159575 members 
Mstep: Class 13 contains 159718 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154378 members 
Mstep: Class 18 contains 34915 members 
Mstep: Class 20 contains 11118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146944816.000000 Penalty: 51604.195312
Iteration 56Q: 16 clusters Score -1.469448e+08 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 122518 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 200521 members 
Mstep: Class 5 contains 12190 members 
Mstep: Class 6 contains 13331 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 182750 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159441 members 
Mstep: Class 13 contains 159633 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154371 members 
Mstep: Class 18 contains 35087 members 
Mstep: Class 20 contains 11103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146945056.000000 Penalty: 51604.195312
Iteration 57Q: 16 clusters Score -1.469451e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 122517 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 199980 members 
Mstep: Class 5 contains 12303 members 
Mstep: Class 6 contains 13929 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 182688 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159266 members 
Mstep: Class 13 contains 159542 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154397 members 
Mstep: Class 18 contains 35240 members 
Mstep: Class 20 contains 11081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146945600.000000 Penalty: 51604.195312
Iteration 58Q: 16 clusters Score -1.469456e+08 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 122527 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 199428 members 
Mstep: Class 5 contains 12406 members 
Mstep: Class 6 contains 14550 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 182631 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 159119 members 
Mstep: Class 13 contains 159461 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154373 members 
Mstep: Class 18 contains 35392 members 
Mstep: Class 20 contains 11058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146945712.000000 Penalty: 51604.195312
Iteration 59Q: 16 clusters Score -1.469457e+08 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 122551 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 198841 members 
Mstep: Class 5 contains 12517 members 
Mstep: Class 6 contains 15193 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 182572 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 158999 members 
Mstep: Class 13 contains 159407 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154284 members 
Mstep: Class 18 contains 35537 members 
Mstep: Class 20 contains 11045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146946208.000000 Penalty: 51604.195312
Iteration 60F: 16 clusters Score -1.469462e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 122546 members 
Mstep: Class 2 contains 223 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 198269 members 
Mstep: Class 5 contains 12629 members 
Mstep: Class 6 contains 15871 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 182520 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 158845 members 
Mstep: Class 13 contains 159402 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154163 members 
Mstep: Class 18 contains 35689 members 
Mstep: Class 20 contains 11014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146946544.000000 Penalty: 51604.195312
Iteration 61Q: 16 clusters Score -1.469465e+08 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 122558 members 
Mstep: Class 2 contains 224 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 197728 members 
Mstep: Class 5 contains 12741 members 
Mstep: Class 6 contains 16565 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 182467 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 158642 members 
Mstep: Class 13 contains 159381 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 154040 members 
Mstep: Class 18 contains 35834 members 
Mstep: Class 20 contains 10991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146947648.000000 Penalty: 51604.195312
Iteration 62Q: 16 clusters Score -1.469476e+08 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 122547 members 
Mstep: Class 2 contains 224 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 197190 members 
Mstep: Class 5 contains 12881 members 
Mstep: Class 6 contains 17295 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 182422 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 158386 members 
Mstep: Class 13 contains 159375 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153920 members 
Mstep: Class 18 contains 35967 members 
Mstep: Class 20 contains 10964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146948208.000000 Penalty: 51604.195312
Iteration 63Q: 16 clusters Score -1.469482e+08 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 122506 members 
Mstep: Class 2 contains 224 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 196644 members 
Mstep: Class 5 contains 13024 members 
Mstep: Class 6 contains 18131 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 182393 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 158072 members 
Mstep: Class 13 contains 159322 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153798 members 
Mstep: Class 18 contains 36105 members 
Mstep: Class 20 contains 10953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146948720.000000 Penalty: 51604.195312
Iteration 64Q: 16 clusters Score -1.469487e+08 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 122440 members 
Mstep: Class 2 contains 222 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 196103 members 
Mstep: Class 5 contains 13187 members 
Mstep: Class 6 contains 19021 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 182346 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 157829 members 
Mstep: Class 13 contains 159259 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153613 members 
Mstep: Class 18 contains 36216 members 
Mstep: Class 20 contains 10935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146949504.000000 Penalty: 51604.195312
Iteration 65Q: 16 clusters Score -1.469495e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 122331 members 
Mstep: Class 2 contains 221 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 195539 members 
Mstep: Class 5 contains 13351 members 
Mstep: Class 6 contains 19949 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 182289 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 157590 members 
Mstep: Class 13 contains 159171 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153468 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 20 contains 10923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146950032.000000 Penalty: 51604.195312
Iteration 66Q: 16 clusters Score -1.4695e+08 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 122188 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 194979 members 
Mstep: Class 5 contains 13517 members 
Mstep: Class 6 contains 20900 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 182237 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 157438 members 
Mstep: Class 13 contains 159093 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153233 members 
Mstep: Class 18 contains 36449 members 
Mstep: Class 20 contains 10917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146951168.000000 Penalty: 51604.195312
Iteration 67Q: 16 clusters Score -1.469512e+08 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 122015 members 
Mstep: Class 2 contains 221 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 194461 members 
Mstep: Class 5 contains 13686 members 
Mstep: Class 6 contains 21883 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 182188 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 157302 members 
Mstep: Class 13 contains 159013 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 152940 members 
Mstep: Class 18 contains 36547 members 
Mstep: Class 20 contains 10914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146951456.000000 Penalty: 51604.195312
Iteration 68Q: 16 clusters Score -1.469515e+08 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 121853 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 193875 members 
Mstep: Class 5 contains 13862 members 
Mstep: Class 6 contains 22895 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 182130 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 157130 members 
Mstep: Class 13 contains 158952 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 152670 members 
Mstep: Class 18 contains 36686 members 
Mstep: Class 20 contains 10897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146952544.000000 Penalty: 51604.195312
Iteration 69Q: 16 clusters Score -1.469525e+08 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 121637 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 193326 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 23905 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 182057 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 156914 members 
Mstep: Class 13 contains 158819 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 152557 members 
Mstep: Class 18 contains 36815 members 
Mstep: Class 20 contains 10887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146953232.000000 Penalty: 51604.195312
Iteration 70Q: 16 clusters Score -1.469532e+08 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 121424 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 192747 members 
Mstep: Class 5 contains 14208 members 
Mstep: Class 6 contains 24916 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 181961 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 156686 members 
Mstep: Class 13 contains 158627 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 152586 members 
Mstep: Class 18 contains 36927 members 
Mstep: Class 20 contains 10869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146954320.000000 Penalty: 51604.195312
Iteration 71Q: 16 clusters Score -1.469543e+08 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 121198 members 
Mstep: Class 2 contains 221 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 192215 members 
Mstep: Class 5 contains 14403 members 
Mstep: Class 6 contains 25935 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 181875 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 156382 members 
Mstep: Class 13 contains 158478 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 152593 members 
Mstep: Class 18 contains 37021 members 
Mstep: Class 20 contains 10851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146954288.000000 Penalty: 51604.195312
Iteration 72Q: 16 clusters Score -1.469543e+08 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 120966 members 
Mstep: Class 2 contains 221 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 191634 members 
Mstep: Class 5 contains 14606 members 
Mstep: Class 6 contains 26952 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 181802 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 156058 members 
Mstep: Class 13 contains 158348 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 152665 members 
Mstep: Class 18 contains 37088 members 
Mstep: Class 20 contains 10832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146954848.000000 Penalty: 51604.195312
Iteration 73Q: 16 clusters Score -1.469548e+08 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 120695 members 
Mstep: Class 2 contains 221 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 191096 members 
Mstep: Class 5 contains 14822 members 
Mstep: Class 6 contains 27908 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 181767 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 155598 members 
Mstep: Class 13 contains 158246 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 152875 members 
Mstep: Class 18 contains 37124 members 
Mstep: Class 20 contains 10821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146956176.000000 Penalty: 51604.195312
Iteration 74Q: 16 clusters Score -1.469562e+08 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 120376 members 
Mstep: Class 2 contains 221 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 190527 members 
Mstep: Class 5 contains 15044 members 
Mstep: Class 6 contains 28819 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 181735 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 155127 members 
Mstep: Class 13 contains 158239 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153132 members 
Mstep: Class 18 contains 37149 members 
Mstep: Class 20 contains 10804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146956576.000000 Penalty: 51604.195312
Iteration 75Q: 16 clusters Score -1.469566e+08 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 120057 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 189989 members 
Mstep: Class 5 contains 15294 members 
Mstep: Class 6 contains 29683 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 181736 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 154672 members 
Mstep: Class 13 contains 158177 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153363 members 
Mstep: Class 18 contains 37179 members 
Mstep: Class 20 contains 10803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146957280.000000 Penalty: 51604.195312
Iteration 76Q: 16 clusters Score -1.469573e+08 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 119667 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 189450 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 30490 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 181731 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 154298 members 
Mstep: Class 13 contains 158119 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153608 members 
Mstep: Class 18 contains 37239 members 
Mstep: Class 20 contains 10796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146958064.000000 Penalty: 51604.195312
Iteration 77Q: 16 clusters Score -1.469581e+08 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 119293 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 188896 members 
Mstep: Class 5 contains 15835 members 
Mstep: Class 6 contains 31266 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 181737 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 154018 members 
Mstep: Class 13 contains 158060 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153754 members 
Mstep: Class 18 contains 37300 members 
Mstep: Class 20 contains 10795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146958240.000000 Penalty: 51604.195312
Iteration 78Q: 16 clusters Score -1.469582e+08 nChanged 5526
Entering ConstructFrom: 
Score: -146958240.000000 Penalty: 51604.195312
Entering ConstructFrom: 
Trying to split cluster 1 (118921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Entering Unmasked Estep 
Score: -16841178.000000 Penalty: 2898.181152
	Iteration 0F: 2 clusters Score -1.684118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -16762295.000000 Penalty: 5796.362305
	Iteration 0F: 3 clusters Score -1.67623e+07 nChanged 56528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -16795058.000000 Penalty: 5796.362305
	Iteration 1F: 3 clusters Score -1.679506e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -16796754.000000 Penalty: 5796.362305
	Iteration 2Q: 3 clusters Score -1.679675e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63542 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -16799112.000000 Penalty: 5796.362305
	Iteration 3Q: 3 clusters Score -1.679911e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -16802820.000000 Penalty: 5796.362305
	Iteration 4F: 3 clusters Score -1.680282e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -16808148.000000 Penalty: 5796.362305
	Iteration 5F: 3 clusters Score -1.680815e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75451 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -16815242.000000 Penalty: 5796.362305
	Iteration 6F: 3 clusters Score -1.681524e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -16822646.000000 Penalty: 5796.362305
	Iteration 7F: 3 clusters Score -1.682265e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -16827652.000000 Penalty: 5796.362305
	Iteration 8F: 3 clusters Score -1.682765e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -16830040.000000 Penalty: 5796.362305
	Iteration 9Q: 3 clusters Score -1.683004e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -16831340.000000 Penalty: 5796.362305
	Iteration 10Q: 3 clusters Score -1.683134e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -16832268.000000 Penalty: 5796.362305
	Iteration 11Q: 3 clusters Score -1.683227e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94148 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -16833030.000000 Penalty: 5796.362305
	Iteration 12Q: 3 clusters Score -1.683303e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -16833634.000000 Penalty: 5796.362305
	Iteration 13Q: 3 clusters Score -1.683363e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97573 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -16834220.000000 Penalty: 5796.362305
	Iteration 14Q: 3 clusters Score -1.683422e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -16834812.000000 Penalty: 5796.362305
	Iteration 15Q: 3 clusters Score -1.683481e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -16835310.000000 Penalty: 5796.362305
	Iteration 16Q: 3 clusters Score -1.683531e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -16835740.000000 Penalty: 5796.362305
	Iteration 17Q: 3 clusters Score -1.683574e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103509 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -16836202.000000 Penalty: 5796.362305
	Iteration 18Q: 3 clusters Score -1.68362e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -16836616.000000 Penalty: 5796.362305
	Iteration 19Q: 3 clusters Score -1.683662e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -16837002.000000 Penalty: 5796.362305
	Iteration 20F: 3 clusters Score -1.6837e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -16837308.000000 Penalty: 5796.362305
	Iteration 21Q: 3 clusters Score -1.683731e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -16837604.000000 Penalty: 5796.362305
	Iteration 22Q: 3 clusters Score -1.68376e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -16837906.000000 Penalty: 5796.362305
	Iteration 23Q: 3 clusters Score -1.683791e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109989 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -16838164.000000 Penalty: 5796.362305
	Iteration 24Q: 3 clusters Score -1.683816e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -16838352.000000 Penalty: 5796.362305
	Iteration 25Q: 3 clusters Score -1.683835e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111435 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -16838612.000000 Penalty: 5796.362305
	Iteration 26Q: 3 clusters Score -1.683861e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112076 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -16838702.000000 Penalty: 5796.362305
	Iteration 27Q: 3 clusters Score -1.68387e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112620 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -16838832.000000 Penalty: 5796.362305
	Iteration 28Q: 3 clusters Score -1.683883e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113094 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -16838990.000000 Penalty: 5796.362305
	Iteration 29Q: 3 clusters Score -1.683899e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -16839052.000000 Penalty: 5796.362305
	Iteration 30Q: 3 clusters Score -1.683905e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113838 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -16839110.000000 Penalty: 5796.362305
	Iteration 31Q: 3 clusters Score -1.683911e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114129 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -16839184.000000 Penalty: 5796.362305
	Iteration 32Q: 3 clusters Score -1.683918e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114406 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -16839196.000000 Penalty: 5796.362305
	Iteration 33Q: 3 clusters Score -1.68392e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -16839200.000000 Penalty: 5796.362305
	Iteration 34Q: 3 clusters Score -1.68392e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114871 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -16839234.000000 Penalty: 5796.362305
	Iteration 35Q: 3 clusters Score -1.683923e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -16839304.000000 Penalty: 5796.362305
	Iteration 36Q: 3 clusters Score -1.68393e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115204 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -16839296.000000 Penalty: 5796.362305
	Iteration 37Q: 3 clusters Score -1.68393e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -16839310.000000 Penalty: 5796.362305
	Iteration 38Q: 3 clusters Score -1.683931e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115467 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -16839314.000000 Penalty: 5796.362305
	Iteration 39Q: 3 clusters Score -1.683931e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115581 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -16839322.000000 Penalty: 5796.362305
	Iteration 40F: 3 clusters Score -1.683932e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115703 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -16839358.000000 Penalty: 5796.362305
	Iteration 41Q: 3 clusters Score -1.683936e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115797 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -16839400.000000 Penalty: 5796.362305
	Iteration 42Q: 3 clusters Score -1.68394e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115882 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -16839406.000000 Penalty: 5796.362305
	Iteration 43Q: 3 clusters Score -1.683941e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115953 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -16839398.000000 Penalty: 5796.362305
	Iteration 44Q: 3 clusters Score -1.68394e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116012 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -16839396.000000 Penalty: 5796.362305
	Iteration 45Q: 3 clusters Score -1.68394e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116063 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -16839400.000000 Penalty: 5796.362305
	Iteration 46Q: 3 clusters Score -1.68394e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116109 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -16839402.000000 Penalty: 5796.362305
	Iteration 47Q: 3 clusters Score -1.68394e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116159 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -16839418.000000 Penalty: 5796.362305
	Iteration 48Q: 3 clusters Score -1.683942e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116208 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -16839422.000000 Penalty: 5796.362305
	Iteration 49Q: 3 clusters Score -1.683942e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116244 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -16839406.000000 Penalty: 5796.362305
	Iteration 50Q: 3 clusters Score -1.683941e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116277 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -16839394.000000 Penalty: 5796.362305
	Iteration 51Q: 3 clusters Score -1.683939e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -16839378.000000 Penalty: 5796.362305
	Iteration 52Q: 3 clusters Score -1.683938e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116341 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -16839404.000000 Penalty: 5796.362305
	Iteration 53Q: 3 clusters Score -1.68394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116371 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -16839424.000000 Penalty: 5796.362305
	Iteration 54Q: 3 clusters Score -1.683942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -16839430.000000 Penalty: 5796.362305
	Iteration 55Q: 3 clusters Score -1.683943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116398 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -16839434.000000 Penalty: 5796.362305
	Iteration 56Q: 3 clusters Score -1.683943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116401 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -16839444.000000 Penalty: 5796.362305
	Iteration 57Q: 3 clusters Score -1.683944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116407 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -16839440.000000 Penalty: 5796.362305
	Iteration 58Q: 3 clusters Score -1.683944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116415 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -16839442.000000 Penalty: 5796.362305
	Iteration 59Q: 3 clusters Score -1.683944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116422 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -16839458.000000 Penalty: 5796.362305
	Iteration 60F: 3 clusters Score -1.683946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116432 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -16839466.000000 Penalty: 5796.362305
	Iteration 61Q: 3 clusters Score -1.683947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -16839466.000000 Penalty: 5796.362305
	Iteration 62Q: 3 clusters Score -1.683947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116446 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -16839460.000000 Penalty: 5796.362305
	Iteration 63Q: 3 clusters Score -1.683946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -16839466.000000 Penalty: 5796.362305
	Iteration 64Q: 3 clusters Score -1.683947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116460 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -16839450.000000 Penalty: 5796.362305
	Iteration 65Q: 3 clusters Score -1.683945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116464 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -16839452.000000 Penalty: 5796.362305
	Iteration 66Q: 3 clusters Score -1.683945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116466 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -16839442.000000 Penalty: 5796.362305
	Iteration 67Q: 3 clusters Score -1.683944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116468 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -16839452.000000 Penalty: 5796.362305
	Iteration 68Q: 3 clusters Score -1.683945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116471 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -16839440.000000 Penalty: 5796.362305
	Iteration 69Q: 3 clusters Score -1.683944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116472 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -16839440.000000 Penalty: 5796.362305
	Iteration 70Q: 3 clusters Score -1.683944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116474 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -16839440.000000 Penalty: 5796.362305
	Iteration 71Q: 3 clusters Score -1.683944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -16839442.000000 Penalty: 5796.362305
	Iteration 72Q: 3 clusters Score -1.683944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116483 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -16839446.000000 Penalty: 5796.362305
	Iteration 73Q: 3 clusters Score -1.683945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116486 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -16839452.000000 Penalty: 5796.362305
	Iteration 74Q: 3 clusters Score -1.683945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116487 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -16839452.000000 Penalty: 5796.362305
	Iteration 75Q: 3 clusters Score -1.683945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116487 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -16839452.000000 Penalty: 5796.362305
	Iteration 76F: 3 clusters Score -1.683945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -27151.410156 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -27151.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26050.720703 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -26050.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26153.218750 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -26153.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26165.775391 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -26165.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26169.361328 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -26169.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26171.113281 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -26171.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26174.589844 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -26174.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26174.589844 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -26174.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -164231.812500 Penalty: 1792.640259
	Iteration 0F: 2 clusters Score -164231.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -162156.265625 Penalty: 3585.280518
	Iteration 0F: 3 clusters Score -162156.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -163202.234375 Penalty: 3585.280518
	Iteration 1F: 3 clusters Score -163202.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -163946.203125 Penalty: 3585.280518
	Iteration 2F: 3 clusters Score -163946.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -164425.093750 Penalty: 3585.280518
	Iteration 3F: 3 clusters Score -164425.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -164978.453125 Penalty: 3585.280518
	Iteration 4F: 3 clusters Score -164978.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -165405.531250 Penalty: 3585.280518
	Iteration 5Q: 3 clusters Score -165405.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -165559.437500 Penalty: 3585.280518
	Iteration 6Q: 3 clusters Score -165559.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -165654.734375 Penalty: 3585.280518
	Iteration 7Q: 3 clusters Score -165654.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -165727.812500 Penalty: 3585.280518
	Iteration 8Q: 3 clusters Score -165727.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -165794.875000 Penalty: 3585.280518
	Iteration 9Q: 3 clusters Score -165794.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -165831.453125 Penalty: 3585.280518
	Iteration 10Q: 3 clusters Score -165831.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -165888.734375 Penalty: 3585.280518
	Iteration 11Q: 3 clusters Score -165888.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -165945.937500 Penalty: 3585.280518
	Iteration 12Q: 3 clusters Score -165945.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -166049.234375 Penalty: 3585.280518
	Iteration 13Q: 3 clusters Score -166049.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -166110.968750 Penalty: 3585.280518
	Iteration 14Q: 3 clusters Score -166111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -166135.671875 Penalty: 3585.280518
	Iteration 15Q: 3 clusters Score -166135.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -166143.750000 Penalty: 3585.280518
	Iteration 16Q: 3 clusters Score -166143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -166150.125000 Penalty: 3585.280518
	Iteration 17Q: 3 clusters Score -166150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -166168.031250 Penalty: 3585.280518
	Iteration 18Q: 3 clusters Score -166168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -166186.500000 Penalty: 3585.280518
	Iteration 19Q: 3 clusters Score -166186.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -166214.312500 Penalty: 3585.280518
	Iteration 20F: 3 clusters Score -166214.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -166258.171875 Penalty: 3585.280518
	Iteration 21Q: 3 clusters Score -166258.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166297.546875 Penalty: 3585.280518
	Iteration 22Q: 3 clusters Score -166297.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -166353.062500 Penalty: 3585.280518
	Iteration 23Q: 3 clusters Score -166353.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -166416.359375 Penalty: 3585.280518
	Iteration 24Q: 3 clusters Score -166416.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -166495.296875 Penalty: 3585.280518
	Iteration 25Q: 3 clusters Score -166495.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -166591.812500 Penalty: 3585.280518
	Iteration 26Q: 3 clusters Score -166591.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -166650.656250 Penalty: 3585.280518
	Iteration 27Q: 3 clusters Score -166650.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -166719.656250 Penalty: 3585.280518
	Iteration 28Q: 3 clusters Score -166719.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -166776.093750 Penalty: 3585.280518
	Iteration 29Q: 3 clusters Score -166776.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -166815.328125 Penalty: 3585.280518
	Iteration 30Q: 3 clusters Score -166815.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -166860.781250 Penalty: 3585.280518
	Iteration 31Q: 3 clusters Score -166860.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -166935.968750 Penalty: 3585.280518
	Iteration 32Q: 3 clusters Score -166936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -167031.750000 Penalty: 3585.280518
	Iteration 33Q: 3 clusters Score -167031.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -167087.406250 Penalty: 3585.280518
	Iteration 34Q: 3 clusters Score -167087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167096.062500 Penalty: 3585.280518
	Iteration 35Q: 3 clusters Score -167096.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167100.750000 Penalty: 3585.280518
	Iteration 36F: 3 clusters Score -167100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -167102.015625 Penalty: 3585.280518
	Iteration 37Q: 3 clusters Score -167102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -167102.015625 Penalty: 3585.280518
	Iteration 38F: 3 clusters Score -167102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 188368 members 
Mstep: Class 5 contains 16143 members 
Mstep: Class 6 contains 31942 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 181822 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 153649 members 
Mstep: Class 13 contains 158036 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153891 members 
Mstep: Class 18 contains 37366 members 
Mstep: Class 20 contains 10816 members 
Entering Unmasked Estep 
Score: -146959920.000000 Penalty: 55044.472656
Splitting cluster 3 changes total score from -146958240.000000 to -146959920.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (188368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188368 members 
Entering Unmasked Estep 
Score: -26361184.000000 Penalty: 3012.245850
	Iteration 0F: 2 clusters Score -2.636118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -26256204.000000 Penalty: 6024.491699
	Iteration 0F: 3 clusters Score -2.62562e+07 nChanged 90648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -26308118.000000 Penalty: 6024.491699
	Iteration 1F: 3 clusters Score -2.630812e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 95836 members 
Entering Unmasked Estep 
Score: -26308846.000000 Penalty: 6024.491699
	Iteration 2Q: 3 clusters Score -2.630885e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 96928 members 
Entering Unmasked Estep 
Score: -26309798.000000 Penalty: 6024.491699
	Iteration 3Q: 3 clusters Score -2.63098e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89720 members 
Mstep: Class 2 contains 98648 members 
Entering Unmasked Estep 
Score: -26311134.000000 Penalty: 6024.491699
	Iteration 4Q: 3 clusters Score -2.631113e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 101368 members 
Entering Unmasked Estep 
Score: -26312862.000000 Penalty: 6024.491699
	Iteration 5Q: 3 clusters Score -2.631286e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -26315486.000000 Penalty: 6024.491699
	Iteration 6Q: 3 clusters Score -2.631549e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 111566 members 
Entering Unmasked Estep 
Score: -26319500.000000 Penalty: 6024.491699
	Iteration 7Q: 3 clusters Score -2.63195e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -26325364.000000 Penalty: 6024.491699
	Iteration 8F: 3 clusters Score -2.632536e+07 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 130690 members 
Entering Unmasked Estep 
Score: -26333544.000000 Penalty: 6024.491699
	Iteration 9F: 3 clusters Score -2.633354e+07 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 142479 members 
Entering Unmasked Estep 
Score: -26342920.000000 Penalty: 6024.491699
	Iteration 10F: 3 clusters Score -2.634292e+07 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 153341 members 
Entering Unmasked Estep 
Score: -26349460.000000 Penalty: 6024.491699
	Iteration 11F: 3 clusters Score -2.634946e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 161202 members 
Entering Unmasked Estep 
Score: -26352634.000000 Penalty: 6024.491699
	Iteration 12Q: 3 clusters Score -2.635263e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 166635 members 
Entering Unmasked Estep 
Score: -26354420.000000 Penalty: 6024.491699
	Iteration 13Q: 3 clusters Score -2.635442e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 170410 members 
Entering Unmasked Estep 
Score: -26355240.000000 Penalty: 6024.491699
	Iteration 14Q: 3 clusters Score -2.635524e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 173184 members 
Entering Unmasked Estep 
Score: -26355818.000000 Penalty: 6024.491699
	Iteration 15Q: 3 clusters Score -2.635582e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 175386 members 
Entering Unmasked Estep 
Score: -26356392.000000 Penalty: 6024.491699
	Iteration 16Q: 3 clusters Score -2.635639e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 177238 members 
Entering Unmasked Estep 
Score: -26356904.000000 Penalty: 6024.491699
	Iteration 17Q: 3 clusters Score -2.63569e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 178823 members 
Entering Unmasked Estep 
Score: -26357464.000000 Penalty: 6024.491699
	Iteration 18Q: 3 clusters Score -2.635746e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 180065 members 
Entering Unmasked Estep 
Score: -26357610.000000 Penalty: 6024.491699
	Iteration 19Q: 3 clusters Score -2.635761e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 181091 members 
Entering Unmasked Estep 
Score: -26358182.000000 Penalty: 6024.491699
	Iteration 20F: 3 clusters Score -2.635818e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 181956 members 
Entering Unmasked Estep 
Score: -26358490.000000 Penalty: 6024.491699
	Iteration 21Q: 3 clusters Score -2.635849e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 182642 members 
Entering Unmasked Estep 
Score: -26358786.000000 Penalty: 6024.491699
	Iteration 22Q: 3 clusters Score -2.635879e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 183193 members 
Entering Unmasked Estep 
Score: -26359066.000000 Penalty: 6024.491699
	Iteration 23Q: 3 clusters Score -2.635907e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 183660 members 
Entering Unmasked Estep 
Score: -26359330.000000 Penalty: 6024.491699
	Iteration 24Q: 3 clusters Score -2.635933e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 184075 members 
Entering Unmasked Estep 
Score: -26359422.000000 Penalty: 6024.491699
	Iteration 25Q: 3 clusters Score -2.635942e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 184415 members 
Entering Unmasked Estep 
Score: -26359520.000000 Penalty: 6024.491699
	Iteration 26Q: 3 clusters Score -2.635952e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 184723 members 
Entering Unmasked Estep 
Score: -26359672.000000 Penalty: 6024.491699
	Iteration 27Q: 3 clusters Score -2.635967e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 184974 members 
Entering Unmasked Estep 
Score: -26359670.000000 Penalty: 6024.491699
	Iteration 28Q: 3 clusters Score -2.635967e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 185183 members 
Entering Unmasked Estep 
Score: -26359662.000000 Penalty: 6024.491699
	Iteration 29Q: 3 clusters Score -2.635966e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 185393 members 
Entering Unmasked Estep 
Score: -26359616.000000 Penalty: 6024.491699
	Iteration 30Q: 3 clusters Score -2.635962e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 185594 members 
Entering Unmasked Estep 
Score: -26359594.000000 Penalty: 6024.491699
	Iteration 31Q: 3 clusters Score -2.635959e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 185764 members 
Entering Unmasked Estep 
Score: -26359560.000000 Penalty: 6024.491699
	Iteration 32Q: 3 clusters Score -2.635956e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 185893 members 
Entering Unmasked Estep 
Score: -26359604.000000 Penalty: 6024.491699
	Iteration 33Q: 3 clusters Score -2.63596e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 186014 members 
Entering Unmasked Estep 
Score: -26359604.000000 Penalty: 6024.491699
	Iteration 34Q: 3 clusters Score -2.63596e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 186122 members 
Entering Unmasked Estep 
Score: -26359582.000000 Penalty: 6024.491699
	Iteration 35Q: 3 clusters Score -2.635958e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 186206 members 
Entering Unmasked Estep 
Score: -26359576.000000 Penalty: 6024.491699
	Iteration 36Q: 3 clusters Score -2.635958e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 186290 members 
Entering Unmasked Estep 
Score: -26359582.000000 Penalty: 6024.491699
	Iteration 37Q: 3 clusters Score -2.635958e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 186358 members 
Entering Unmasked Estep 
Score: -26359572.000000 Penalty: 6024.491699
	Iteration 38Q: 3 clusters Score -2.635957e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 186424 members 
Entering Unmasked Estep 
Score: -26359558.000000 Penalty: 6024.491699
	Iteration 39Q: 3 clusters Score -2.635956e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 186479 members 
Entering Unmasked Estep 
Score: -26359522.000000 Penalty: 6024.491699
	Iteration 40F: 3 clusters Score -2.635952e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 186529 members 
Entering Unmasked Estep 
Score: -26359536.000000 Penalty: 6024.491699
	Iteration 41Q: 3 clusters Score -2.635954e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 186572 members 
Entering Unmasked Estep 
Score: -26359532.000000 Penalty: 6024.491699
	Iteration 42Q: 3 clusters Score -2.635953e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 186611 members 
Entering Unmasked Estep 
Score: -26359546.000000 Penalty: 6024.491699
	Iteration 43Q: 3 clusters Score -2.635955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 186643 members 
Entering Unmasked Estep 
Score: -26359538.000000 Penalty: 6024.491699
	Iteration 44Q: 3 clusters Score -2.635954e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 186669 members 
Entering Unmasked Estep 
Score: -26359554.000000 Penalty: 6024.491699
	Iteration 45Q: 3 clusters Score -2.635955e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 186697 members 
Entering Unmasked Estep 
Score: -26359572.000000 Penalty: 6024.491699
	Iteration 46Q: 3 clusters Score -2.635957e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 186717 members 
Entering Unmasked Estep 
Score: -26359552.000000 Penalty: 6024.491699
	Iteration 47Q: 3 clusters Score -2.635955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 186739 members 
Entering Unmasked Estep 
Score: -26359542.000000 Penalty: 6024.491699
	Iteration 48Q: 3 clusters Score -2.635954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 186757 members 
Entering Unmasked Estep 
Score: -26359572.000000 Penalty: 6024.491699
	Iteration 49Q: 3 clusters Score -2.635957e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 186780 members 
Entering Unmasked Estep 
Score: -26359560.000000 Penalty: 6024.491699
	Iteration 50Q: 3 clusters Score -2.635956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 186799 members 
Entering Unmasked Estep 
Score: -26359544.000000 Penalty: 6024.491699
	Iteration 51Q: 3 clusters Score -2.635954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 186822 members 
Entering Unmasked Estep 
Score: -26359518.000000 Penalty: 6024.491699
	Iteration 52Q: 3 clusters Score -2.635952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 186844 members 
Entering Unmasked Estep 
Score: -26359522.000000 Penalty: 6024.491699
	Iteration 53Q: 3 clusters Score -2.635952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 186860 members 
Entering Unmasked Estep 
Score: -26359528.000000 Penalty: 6024.491699
	Iteration 54Q: 3 clusters Score -2.635953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 186874 members 
Entering Unmasked Estep 
Score: -26359526.000000 Penalty: 6024.491699
	Iteration 55Q: 3 clusters Score -2.635953e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 186888 members 
Entering Unmasked Estep 
Score: -26359526.000000 Penalty: 6024.491699
	Iteration 56Q: 3 clusters Score -2.635953e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 186915 members 
Entering Unmasked Estep 
Score: -26359530.000000 Penalty: 6024.491699
	Iteration 57Q: 3 clusters Score -2.635953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 186938 members 
Entering Unmasked Estep 
Score: -26359530.000000 Penalty: 6024.491699
	Iteration 58Q: 3 clusters Score -2.635953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 186950 members 
Entering Unmasked Estep 
Score: -26359532.000000 Penalty: 6024.491699
	Iteration 59Q: 3 clusters Score -2.635953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 186961 members 
Entering Unmasked Estep 
Score: -26359536.000000 Penalty: 6024.491699
	Iteration 60F: 3 clusters Score -2.635954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 186978 members 
Entering Unmasked Estep 
Score: -26359502.000000 Penalty: 6024.491699
	Iteration 61Q: 3 clusters Score -2.63595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 187000 members 
Entering Unmasked Estep 
Score: -26359514.000000 Penalty: 6024.491699
	Iteration 62Q: 3 clusters Score -2.635951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 187013 members 
Entering Unmasked Estep 
Score: -26359492.000000 Penalty: 6024.491699
	Iteration 63Q: 3 clusters Score -2.635949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 187030 members 
Entering Unmasked Estep 
Score: -26359496.000000 Penalty: 6024.491699
	Iteration 64Q: 3 clusters Score -2.63595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 187044 members 
Entering Unmasked Estep 
Score: -26359490.000000 Penalty: 6024.491699
	Iteration 65Q: 3 clusters Score -2.635949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 187062 members 
Entering Unmasked Estep 
Score: -26359480.000000 Penalty: 6024.491699
	Iteration 66Q: 3 clusters Score -2.635948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 187073 members 
Entering Unmasked Estep 
Score: -26359452.000000 Penalty: 6024.491699
	Iteration 67Q: 3 clusters Score -2.635945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 187083 members 
Entering Unmasked Estep 
Score: -26359462.000000 Penalty: 6024.491699
	Iteration 68Q: 3 clusters Score -2.635946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 187090 members 
Entering Unmasked Estep 
Score: -26359466.000000 Penalty: 6024.491699
	Iteration 69Q: 3 clusters Score -2.635947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 187097 members 
Entering Unmasked Estep 
Score: -26359458.000000 Penalty: 6024.491699
	Iteration 70Q: 3 clusters Score -2.635946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 187106 members 
Entering Unmasked Estep 
Score: -26359450.000000 Penalty: 6024.491699
	Iteration 71Q: 3 clusters Score -2.635945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 187115 members 
Entering Unmasked Estep 
Score: -26359458.000000 Penalty: 6024.491699
	Iteration 72Q: 3 clusters Score -2.635946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 187122 members 
Entering Unmasked Estep 
Score: -26359466.000000 Penalty: 6024.491699
	Iteration 73Q: 3 clusters Score -2.635947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 187127 members 
Entering Unmasked Estep 
Score: -26359456.000000 Penalty: 6024.491699
	Iteration 74Q: 3 clusters Score -2.635946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 187130 members 
Entering Unmasked Estep 
Score: -26359454.000000 Penalty: 6024.491699
	Iteration 75Q: 3 clusters Score -2.635945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 187132 members 
Entering Unmasked Estep 
Score: -26359452.000000 Penalty: 6024.491699
	Iteration 76Q: 3 clusters Score -2.635945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 187137 members 
Entering Unmasked Estep 
Score: -26359450.000000 Penalty: 6024.491699
	Iteration 77Q: 3 clusters Score -2.635945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 187141 members 
Entering Unmasked Estep 
Score: -26359454.000000 Penalty: 6024.491699
	Iteration 78Q: 3 clusters Score -2.635945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 187145 members 
Entering Unmasked Estep 
Score: -26359450.000000 Penalty: 6024.491699
	Iteration 79Q: 3 clusters Score -2.635945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 187146 members 
Entering Unmasked Estep 
Score: -26359458.000000 Penalty: 6024.491699
	Iteration 80F: 3 clusters Score -2.635946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Entering Unmasked Estep 
Score: -2292184.250000 Penalty: 2402.931885
	Iteration 0F: 2 clusters Score -2292184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2280696.000000 Penalty: 4805.863770
	Iteration 0F: 3 clusters Score -2280696 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2284660.500000 Penalty: 4805.863770
	Iteration 1F: 3 clusters Score -2284660 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2285934.250000 Penalty: 4805.863770
	Iteration 2F: 3 clusters Score -2285934 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2286949.750000 Penalty: 4805.863770
	Iteration 3F: 3 clusters Score -2286950 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2287908.000000 Penalty: 4805.863770
	Iteration 4F: 3 clusters Score -2287908 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2288923.500000 Penalty: 4805.863770
	Iteration 5F: 3 clusters Score -2288924 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2289946.750000 Penalty: 4805.863770
	Iteration 6F: 3 clusters Score -2289947 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2290812.000000 Penalty: 4805.863770
	Iteration 7F: 3 clusters Score -2290812 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2291462.750000 Penalty: 4805.863770
	Iteration 8Q: 3 clusters Score -2291463 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2291931.750000 Penalty: 4805.863770
	Iteration 9Q: 3 clusters Score -2291932 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2292238.250000 Penalty: 4805.863770
	Iteration 10Q: 3 clusters Score -2292238 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2292422.250000 Penalty: 4805.863770
	Iteration 11Q: 3 clusters Score -2292422 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2292534.000000 Penalty: 4805.863770
	Iteration 12Q: 3 clusters Score -2292534 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2292605.500000 Penalty: 4805.863770
	Iteration 13Q: 3 clusters Score -2292606 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2292642.250000 Penalty: 4805.863770
	Iteration 14Q: 3 clusters Score -2292642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2292672.500000 Penalty: 4805.863770
	Iteration 15Q: 3 clusters Score -2292672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2292702.250000 Penalty: 4805.863770
	Iteration 16Q: 3 clusters Score -2292702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2292729.750000 Penalty: 4805.863770
	Iteration 17Q: 3 clusters Score -2292730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2292744.250000 Penalty: 4805.863770
	Iteration 18Q: 3 clusters Score -2292744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2292754.750000 Penalty: 4805.863770
	Iteration 19Q: 3 clusters Score -2292755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2292758.250000 Penalty: 4805.863770
	Iteration 20F: 3 clusters Score -2292758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2292766.500000 Penalty: 4805.863770
	Iteration 21Q: 3 clusters Score -2292766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2292765.000000 Penalty: 4805.863770
	Iteration 22Q: 3 clusters Score -2292765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2292767.250000 Penalty: 4805.863770
	Iteration 23Q: 3 clusters Score -2292767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2292765.250000 Penalty: 4805.863770
	Iteration 24Q: 3 clusters Score -2292765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2292765.500000 Penalty: 4805.863770
	Iteration 25Q: 3 clusters Score -2292766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2292765.500000 Penalty: 4805.863770
	Iteration 26F: 3 clusters Score -2292766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 188368 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 31942 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 181822 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 14964 members 
Mstep: Class 12 contains 153649 members 
Mstep: Class 13 contains 158036 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153891 members 
Mstep: Class 18 contains 37366 members 
Mstep: Class 20 contains 10816 members 
Entering Unmasked Estep 
Score: -146959296.000000 Penalty: 58484.753906
Splitting cluster 5 changes total score from -146958240.000000 to -146959296.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 6 (31942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Entering Unmasked Estep 
Score: -4574095.500000 Penalty: 2572.176025
	Iteration 0F: 2 clusters Score -4574096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4552409.500000 Penalty: 5144.352051
	Iteration 0F: 3 clusters Score -4552410 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -4560035.500000 Penalty: 5144.352051
	Iteration 1F: 3 clusters Score -4560036 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -4560493.500000 Penalty: 5144.352051
	Iteration 2Q: 3 clusters Score -4560494 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4561007.500000 Penalty: 5144.352051
	Iteration 3Q: 3 clusters Score -4561008 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4561678.500000 Penalty: 5144.352051
	Iteration 4Q: 3 clusters Score -4561678 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4562751.500000 Penalty: 5144.352051
	Iteration 5F: 3 clusters Score -4562752 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4564315.500000 Penalty: 5144.352051
	Iteration 6F: 3 clusters Score -4564316 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -4566402.000000 Penalty: 5144.352051
	Iteration 7F: 3 clusters Score -4566402 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -4568540.500000 Penalty: 5144.352051
	Iteration 8F: 3 clusters Score -4568540 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -4570085.500000 Penalty: 5144.352051
	Iteration 9F: 3 clusters Score -4570086 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -4570937.000000 Penalty: 5144.352051
	Iteration 10Q: 3 clusters Score -4570937 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4571356.000000 Penalty: 5144.352051
	Iteration 11Q: 3 clusters Score -4571356 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -4571570.500000 Penalty: 5144.352051
	Iteration 12Q: 3 clusters Score -4571570 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4571698.500000 Penalty: 5144.352051
	Iteration 13Q: 3 clusters Score -4571698 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -4571792.000000 Penalty: 5144.352051
	Iteration 14Q: 3 clusters Score -4571792 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4571840.500000 Penalty: 5144.352051
	Iteration 15Q: 3 clusters Score -4571840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -4571893.000000 Penalty: 5144.352051
	Iteration 16Q: 3 clusters Score -4571893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4571908.500000 Penalty: 5144.352051
	Iteration 17Q: 3 clusters Score -4571908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4571934.000000 Penalty: 5144.352051
	Iteration 18Q: 3 clusters Score -4571934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -4571947.500000 Penalty: 5144.352051
	Iteration 19Q: 3 clusters Score -4571948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -4571956.000000 Penalty: 5144.352051
	Iteration 20F: 3 clusters Score -4571956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -4571968.000000 Penalty: 5144.352051
	Iteration 21Q: 3 clusters Score -4571968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -4571971.000000 Penalty: 5144.352051
	Iteration 22Q: 3 clusters Score -4571971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4571968.500000 Penalty: 5144.352051
	Iteration 23Q: 3 clusters Score -4571968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4571969.500000 Penalty: 5144.352051
	Iteration 24Q: 3 clusters Score -4571970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4571967.500000 Penalty: 5144.352051
	Iteration 25Q: 3 clusters Score -4571968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4571970.500000 Penalty: 5144.352051
	Iteration 26Q: 3 clusters Score -4571970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4571971.000000 Penalty: 5144.352051
	Iteration 27Q: 3 clusters Score -4571971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4571985.500000 Penalty: 5144.352051
	Iteration 28Q: 3 clusters Score -4571986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4571979.500000 Penalty: 5144.352051
	Iteration 29Q: 3 clusters Score -4571980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -4571985.000000 Penalty: 5144.352051
	Iteration 30Q: 3 clusters Score -4571985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4571990.500000 Penalty: 5144.352051
	Iteration 31Q: 3 clusters Score -4571990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4571993.500000 Penalty: 5144.352051
	Iteration 32Q: 3 clusters Score -4571994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4571992.500000 Penalty: 5144.352051
	Iteration 33Q: 3 clusters Score -4571992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4571996.500000 Penalty: 5144.352051
	Iteration 34Q: 3 clusters Score -4571996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4572001.500000 Penalty: 5144.352051
	Iteration 35Q: 3 clusters Score -4572002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4572007.500000 Penalty: 5144.352051
	Iteration 36Q: 3 clusters Score -4572008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4572007.500000 Penalty: 5144.352051
	Iteration 37F: 3 clusters Score -4572008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -327413.937500 Penalty: 1926.910645
	Iteration 0F: 2 clusters Score -327413.9 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 1200 members 
Entering Unmasked Estep 
Score: -324610.156250 Penalty: 3853.821289
	Iteration 0F: 3 clusters Score -324610.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -325304.781250 Penalty: 3853.821289
	Iteration 1F: 3 clusters Score -325304.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -325689.875000 Penalty: 3853.821289
	Iteration 2F: 3 clusters Score -325689.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -325986.562500 Penalty: 3853.821289
	Iteration 3F: 3 clusters Score -325986.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -326199.468750 Penalty: 3853.821289
	Iteration 4F: 3 clusters Score -326199.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -326347.125000 Penalty: 3853.821289
	Iteration 5F: 3 clusters Score -326347.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -326481.968750 Penalty: 3853.821289
	Iteration 6Q: 3 clusters Score -326482 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -326591.531250 Penalty: 3853.821289
	Iteration 7Q: 3 clusters Score -326591.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -326691.968750 Penalty: 3853.821289
	Iteration 8Q: 3 clusters Score -326692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -326765.531250 Penalty: 3853.821289
	Iteration 9Q: 3 clusters Score -326765.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -326813.437500 Penalty: 3853.821289
	Iteration 10Q: 3 clusters Score -326813.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -326844.500000 Penalty: 3853.821289
	Iteration 11Q: 3 clusters Score -326844.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -326869.875000 Penalty: 3853.821289
	Iteration 12Q: 3 clusters Score -326869.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -326880.187500 Penalty: 3853.821289
	Iteration 13Q: 3 clusters Score -326880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -326882.968750 Penalty: 3853.821289
	Iteration 14Q: 3 clusters Score -326883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -326884.250000 Penalty: 3853.821289
	Iteration 15Q: 3 clusters Score -326884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -326887.625000 Penalty: 3853.821289
	Iteration 16Q: 3 clusters Score -326887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -326887.625000 Penalty: 3853.821289
	Iteration 17F: 3 clusters Score -326887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (181822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181822 members 
Entering Unmasked Estep 
Score: -25809184.000000 Penalty: 3003.474365
	Iteration 0F: 2 clusters Score -2.580918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
Score: -25711912.000000 Penalty: 6006.948730
	Iteration 0F: 3 clusters Score -2.571191e+07 nChanged 87361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86086 members 
Mstep: Class 2 contains 95736 members 
Entering Unmasked Estep 
Score: -25762792.000000 Penalty: 6006.948730
	Iteration 1F: 3 clusters Score -2.576279e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 98413 members 
Entering Unmasked Estep 
Score: -25764016.000000 Penalty: 6006.948730
	Iteration 2Q: 3 clusters Score -2.576402e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 102310 members 
Entering Unmasked Estep 
Score: -25765848.000000 Penalty: 6006.948730
	Iteration 3Q: 3 clusters Score -2.576585e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 107938 members 
Entering Unmasked Estep 
Score: -25768560.000000 Penalty: 6006.948730
	Iteration 4Q: 3 clusters Score -2.576856e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66289 members 
Mstep: Class 2 contains 115533 members 
Entering Unmasked Estep 
Score: -25772334.000000 Penalty: 6006.948730
	Iteration 5F: 3 clusters Score -2.577233e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 125062 members 
Entering Unmasked Estep 
Score: -25778126.000000 Penalty: 6006.948730
	Iteration 6F: 3 clusters Score -2.577813e+07 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 135318 members 
Entering Unmasked Estep 
Score: -25785130.000000 Penalty: 6006.948730
	Iteration 7F: 3 clusters Score -2.578513e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 144690 members 
Entering Unmasked Estep 
Score: -25792594.000000 Penalty: 6006.948730
	Iteration 8F: 3 clusters Score -2.579259e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 152313 members 
Entering Unmasked Estep 
Score: -25799684.000000 Penalty: 6006.948730
	Iteration 9Q: 3 clusters Score -2.579968e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 158497 members 
Entering Unmasked Estep 
Score: -25804096.000000 Penalty: 6006.948730
	Iteration 10Q: 3 clusters Score -2.58041e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 163195 members 
Entering Unmasked Estep 
Score: -25806076.000000 Penalty: 6006.948730
	Iteration 11Q: 3 clusters Score -2.580608e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 166871 members 
Entering Unmasked Estep 
Score: -25807212.000000 Penalty: 6006.948730
	Iteration 12Q: 3 clusters Score -2.580721e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 169748 members 
Entering Unmasked Estep 
Score: -25807612.000000 Penalty: 6006.948730
	Iteration 13Q: 3 clusters Score -2.580761e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 172012 members 
Entering Unmasked Estep 
Score: -25807662.000000 Penalty: 6006.948730
	Iteration 14Q: 3 clusters Score -2.580766e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 173730 members 
Entering Unmasked Estep 
Score: -25807586.000000 Penalty: 6006.948730
	Iteration 15Q: 3 clusters Score -2.580759e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 175160 members 
Entering Unmasked Estep 
Score: -25807396.000000 Penalty: 6006.948730
	Iteration 16Q: 3 clusters Score -2.58074e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 176320 members 
Entering Unmasked Estep 
Score: -25807322.000000 Penalty: 6006.948730
	Iteration 17Q: 3 clusters Score -2.580732e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 177261 members 
Entering Unmasked Estep 
Score: -25807232.000000 Penalty: 6006.948730
	Iteration 18Q: 3 clusters Score -2.580723e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 178014 members 
Entering Unmasked Estep 
Score: -25807058.000000 Penalty: 6006.948730
	Iteration 19Q: 3 clusters Score -2.580706e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 178575 members 
Entering Unmasked Estep 
Score: -25806978.000000 Penalty: 6006.948730
	Iteration 20F: 3 clusters Score -2.580698e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -25806966.000000 Penalty: 6006.948730
	Iteration 21Q: 3 clusters Score -2.580697e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 179399 members 
Entering Unmasked Estep 
Score: -25806980.000000 Penalty: 6006.948730
	Iteration 22Q: 3 clusters Score -2.580698e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 179666 members 
Entering Unmasked Estep 
Score: -25807010.000000 Penalty: 6006.948730
	Iteration 23Q: 3 clusters Score -2.580701e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 179885 members 
Entering Unmasked Estep 
Score: -25806982.000000 Penalty: 6006.948730
	Iteration 24Q: 3 clusters Score -2.580698e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 180063 members 
Entering Unmasked Estep 
Score: -25806898.000000 Penalty: 6006.948730
	Iteration 25Q: 3 clusters Score -2.58069e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 180202 members 
Entering Unmasked Estep 
Score: -25806922.000000 Penalty: 6006.948730
	Iteration 26Q: 3 clusters Score -2.580692e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 180310 members 
Entering Unmasked Estep 
Score: -25806898.000000 Penalty: 6006.948730
	Iteration 27Q: 3 clusters Score -2.58069e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 180386 members 
Entering Unmasked Estep 
Score: -25806934.000000 Penalty: 6006.948730
	Iteration 28Q: 3 clusters Score -2.580693e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 180453 members 
Entering Unmasked Estep 
Score: -25806946.000000 Penalty: 6006.948730
	Iteration 29Q: 3 clusters Score -2.580695e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 180528 members 
Entering Unmasked Estep 
Score: -25806916.000000 Penalty: 6006.948730
	Iteration 30Q: 3 clusters Score -2.580692e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 180585 members 
Entering Unmasked Estep 
Score: -25806898.000000 Penalty: 6006.948730
	Iteration 31Q: 3 clusters Score -2.58069e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 180633 members 
Entering Unmasked Estep 
Score: -25806886.000000 Penalty: 6006.948730
	Iteration 32Q: 3 clusters Score -2.580689e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 180666 members 
Entering Unmasked Estep 
Score: -25806856.000000 Penalty: 6006.948730
	Iteration 33Q: 3 clusters Score -2.580686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 180698 members 
Entering Unmasked Estep 
Score: -25806856.000000 Penalty: 6006.948730
	Iteration 34Q: 3 clusters Score -2.580686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 180717 members 
Entering Unmasked Estep 
Score: -25806842.000000 Penalty: 6006.948730
	Iteration 35Q: 3 clusters Score -2.580684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 180731 members 
Entering Unmasked Estep 
Score: -25806856.000000 Penalty: 6006.948730
	Iteration 36Q: 3 clusters Score -2.580686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 180749 members 
Entering Unmasked Estep 
Score: -25806850.000000 Penalty: 6006.948730
	Iteration 37Q: 3 clusters Score -2.580685e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 180770 members 
Entering Unmasked Estep 
Score: -25806838.000000 Penalty: 6006.948730
	Iteration 38Q: 3 clusters Score -2.580684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 180789 members 
Entering Unmasked Estep 
Score: -25806844.000000 Penalty: 6006.948730
	Iteration 39Q: 3 clusters Score -2.580684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 180806 members 
Entering Unmasked Estep 
Score: -25806830.000000 Penalty: 6006.948730
	Iteration 40F: 3 clusters Score -2.580683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 180816 members 
Entering Unmasked Estep 
Score: -25806828.000000 Penalty: 6006.948730
	Iteration 41Q: 3 clusters Score -2.580683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 180828 members 
Entering Unmasked Estep 
Score: -25806854.000000 Penalty: 6006.948730
	Iteration 42Q: 3 clusters Score -2.580685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 180833 members 
Entering Unmasked Estep 
Score: -25806838.000000 Penalty: 6006.948730
	Iteration 43Q: 3 clusters Score -2.580684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 180837 members 
Entering Unmasked Estep 
Score: -25806842.000000 Penalty: 6006.948730
	Iteration 44Q: 3 clusters Score -2.580684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 180842 members 
Entering Unmasked Estep 
Score: -25806868.000000 Penalty: 6006.948730
	Iteration 45Q: 3 clusters Score -2.580687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 180844 members 
Entering Unmasked Estep 
Score: -25806862.000000 Penalty: 6006.948730
	Iteration 46Q: 3 clusters Score -2.580686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 180848 members 
Entering Unmasked Estep 
Score: -25806862.000000 Penalty: 6006.948730
	Iteration 47Q: 3 clusters Score -2.580686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 180850 members 
Entering Unmasked Estep 
Score: -25806854.000000 Penalty: 6006.948730
	Iteration 48Q: 3 clusters Score -2.580685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 180853 members 
Entering Unmasked Estep 
Score: -25806868.000000 Penalty: 6006.948730
	Iteration 49Q: 3 clusters Score -2.580687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 180856 members 
Entering Unmasked Estep 
Score: -25806868.000000 Penalty: 6006.948730
	Iteration 50Q: 3 clusters Score -2.580687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 180860 members 
Entering Unmasked Estep 
Score: -25806886.000000 Penalty: 6006.948730
	Iteration 51Q: 3 clusters Score -2.580689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 180865 members 
Entering Unmasked Estep 
Score: -25806886.000000 Penalty: 6006.948730
	Iteration 52Q: 3 clusters Score -2.580689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 180872 members 
Entering Unmasked Estep 
Score: -25806888.000000 Penalty: 6006.948730
	Iteration 53Q: 3 clusters Score -2.580689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 180875 members 
Entering Unmasked Estep 
Score: -25806888.000000 Penalty: 6006.948730
	Iteration 54Q: 3 clusters Score -2.580689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 180881 members 
Entering Unmasked Estep 
Score: -25806890.000000 Penalty: 6006.948730
	Iteration 55Q: 3 clusters Score -2.580689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 180884 members 
Entering Unmasked Estep 
Score: -25806882.000000 Penalty: 6006.948730
	Iteration 56Q: 3 clusters Score -2.580688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 180885 members 
Entering Unmasked Estep 
Score: -25806892.000000 Penalty: 6006.948730
	Iteration 57Q: 3 clusters Score -2.580689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 180886 members 
Entering Unmasked Estep 
Score: -25806892.000000 Penalty: 6006.948730
	Iteration 58Q: 3 clusters Score -2.580689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 180885 members 
Entering Unmasked Estep 
Score: -25806888.000000 Penalty: 6006.948730
	Iteration 59Q: 3 clusters Score -2.580689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 180885 members 
Entering Unmasked Estep 
Score: -25806888.000000 Penalty: 6006.948730
	Iteration 60F: 3 clusters Score -2.580689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -155398.984375 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -155399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153388.234375 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -153388.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -153708.453125 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -153708.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -153800.812500 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -153800.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -153857.734375 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -153857.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -153895.109375 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -153895.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -153928.171875 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -153928.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -153959.625000 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -153959.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -153998.515625 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -153998.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -154034.312500 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -154034.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -154058.671875 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -154058.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -154084.031250 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -154084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154104.171875 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -154104.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -154118.406250 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -154118.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -154130.187500 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -154130.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -154139.062500 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -154139.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -154147.562500 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -154147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -154154.046875 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -154154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -154163.125000 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -154163.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -154168.828125 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -154168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -154172.015625 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -154172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -154173.718750 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -154173.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -154174.062500 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -154174.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -154174.062500 Penalty: 3480.683105
	Iteration 22F: 3 clusters Score -154174.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (153649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153649 members 
Entering Unmasked Estep 
Score: -21731782.000000 Penalty: 2961.721680
	Iteration 0F: 2 clusters Score -2.173178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 77040 members 
Entering Unmasked Estep 
Score: -21633854.000000 Penalty: 5923.443359
	Iteration 0F: 3 clusters Score -2.163385e+07 nChanged 73108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -21675968.000000 Penalty: 5923.443359
	Iteration 1F: 3 clusters Score -2.167597e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -21677310.000000 Penalty: 5923.443359
	Iteration 2Q: 3 clusters Score -2.167731e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -21679450.000000 Penalty: 5923.443359
	Iteration 3Q: 3 clusters Score -2.167945e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -21683470.000000 Penalty: 5923.443359
	Iteration 4F: 3 clusters Score -2.168347e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -21689764.000000 Penalty: 5923.443359
	Iteration 5F: 3 clusters Score -2.168976e+07 nChanged 11282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 106282 members 
Entering Unmasked Estep 
Score: -21698368.000000 Penalty: 5923.443359
	Iteration 6F: 3 clusters Score -2.169837e+07 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 114881 members 
Entering Unmasked Estep 
Score: -21707820.000000 Penalty: 5923.443359
	Iteration 7F: 3 clusters Score -2.170782e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 121626 members 
Entering Unmasked Estep 
Score: -21715260.000000 Penalty: 5923.443359
	Iteration 8F: 3 clusters Score -2.171526e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 126240 members 
Entering Unmasked Estep 
Score: -21720144.000000 Penalty: 5923.443359
	Iteration 9Q: 3 clusters Score -2.172014e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 129539 members 
Entering Unmasked Estep 
Score: -21722676.000000 Penalty: 5923.443359
	Iteration 10Q: 3 clusters Score -2.172268e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 132307 members 
Entering Unmasked Estep 
Score: -21724258.000000 Penalty: 5923.443359
	Iteration 11Q: 3 clusters Score -2.172426e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 134742 members 
Entering Unmasked Estep 
Score: -21725264.000000 Penalty: 5923.443359
	Iteration 12Q: 3 clusters Score -2.172526e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 136984 members 
Entering Unmasked Estep 
Score: -21726324.000000 Penalty: 5923.443359
	Iteration 13Q: 3 clusters Score -2.172632e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 139037 members 
Entering Unmasked Estep 
Score: -21727246.000000 Penalty: 5923.443359
	Iteration 14Q: 3 clusters Score -2.172725e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 140996 members 
Entering Unmasked Estep 
Score: -21728128.000000 Penalty: 5923.443359
	Iteration 15Q: 3 clusters Score -2.172813e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 142734 members 
Entering Unmasked Estep 
Score: -21728682.000000 Penalty: 5923.443359
	Iteration 16Q: 3 clusters Score -2.172868e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 144263 members 
Entering Unmasked Estep 
Score: -21729086.000000 Penalty: 5923.443359
	Iteration 17Q: 3 clusters Score -2.172909e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 145545 members 
Entering Unmasked Estep 
Score: -21729378.000000 Penalty: 5923.443359
	Iteration 18Q: 3 clusters Score -2.172938e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 146608 members 
Entering Unmasked Estep 
Score: -21729624.000000 Penalty: 5923.443359
	Iteration 19Q: 3 clusters Score -2.172962e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 147472 members 
Entering Unmasked Estep 
Score: -21729900.000000 Penalty: 5923.443359
	Iteration 20F: 3 clusters Score -2.17299e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 148197 members 
Entering Unmasked Estep 
Score: -21729970.000000 Penalty: 5923.443359
	Iteration 21Q: 3 clusters Score -2.172997e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 148825 members 
Entering Unmasked Estep 
Score: -21730014.000000 Penalty: 5923.443359
	Iteration 22Q: 3 clusters Score -2.173001e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 149364 members 
Entering Unmasked Estep 
Score: -21730092.000000 Penalty: 5923.443359
	Iteration 23Q: 3 clusters Score -2.173009e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 149816 members 
Entering Unmasked Estep 
Score: -21730100.000000 Penalty: 5923.443359
	Iteration 24Q: 3 clusters Score -2.17301e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 150190 members 
Entering Unmasked Estep 
Score: -21730222.000000 Penalty: 5923.443359
	Iteration 25Q: 3 clusters Score -2.173022e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 150502 members 
Entering Unmasked Estep 
Score: -21730258.000000 Penalty: 5923.443359
	Iteration 26Q: 3 clusters Score -2.173026e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 150748 members 
Entering Unmasked Estep 
Score: -21730332.000000 Penalty: 5923.443359
	Iteration 27Q: 3 clusters Score -2.173033e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 150940 members 
Entering Unmasked Estep 
Score: -21730356.000000 Penalty: 5923.443359
	Iteration 28Q: 3 clusters Score -2.173036e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 151110 members 
Entering Unmasked Estep 
Score: -21730400.000000 Penalty: 5923.443359
	Iteration 29Q: 3 clusters Score -2.17304e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 151236 members 
Entering Unmasked Estep 
Score: -21730438.000000 Penalty: 5923.443359
	Iteration 30Q: 3 clusters Score -2.173044e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 151332 members 
Entering Unmasked Estep 
Score: -21730450.000000 Penalty: 5923.443359
	Iteration 31Q: 3 clusters Score -2.173045e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 151424 members 
Entering Unmasked Estep 
Score: -21730454.000000 Penalty: 5923.443359
	Iteration 32Q: 3 clusters Score -2.173045e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 151506 members 
Entering Unmasked Estep 
Score: -21730448.000000 Penalty: 5923.443359
	Iteration 33Q: 3 clusters Score -2.173045e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 151562 members 
Entering Unmasked Estep 
Score: -21730454.000000 Penalty: 5923.443359
	Iteration 34Q: 3 clusters Score -2.173045e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 151607 members 
Entering Unmasked Estep 
Score: -21730452.000000 Penalty: 5923.443359
	Iteration 35Q: 3 clusters Score -2.173045e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 151653 members 
Entering Unmasked Estep 
Score: -21730458.000000 Penalty: 5923.443359
	Iteration 36Q: 3 clusters Score -2.173046e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 151700 members 
Entering Unmasked Estep 
Score: -21730462.000000 Penalty: 5923.443359
	Iteration 37Q: 3 clusters Score -2.173046e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 151742 members 
Entering Unmasked Estep 
Score: -21730464.000000 Penalty: 5923.443359
	Iteration 38Q: 3 clusters Score -2.173046e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 151788 members 
Entering Unmasked Estep 
Score: -21730462.000000 Penalty: 5923.443359
	Iteration 39Q: 3 clusters Score -2.173046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 151818 members 
Entering Unmasked Estep 
Score: -21730452.000000 Penalty: 5923.443359
	Iteration 40F: 3 clusters Score -2.173045e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 151843 members 
Entering Unmasked Estep 
Score: -21730472.000000 Penalty: 5923.443359
	Iteration 41Q: 3 clusters Score -2.173047e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 151875 members 
Entering Unmasked Estep 
Score: -21730486.000000 Penalty: 5923.443359
	Iteration 42Q: 3 clusters Score -2.173049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 151903 members 
Entering Unmasked Estep 
Score: -21730468.000000 Penalty: 5923.443359
	Iteration 43Q: 3 clusters Score -2.173047e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 151929 members 
Entering Unmasked Estep 
Score: -21730448.000000 Penalty: 5923.443359
	Iteration 44Q: 3 clusters Score -2.173045e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 151953 members 
Entering Unmasked Estep 
Score: -21730450.000000 Penalty: 5923.443359
	Iteration 45Q: 3 clusters Score -2.173045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -21730458.000000 Penalty: 5923.443359
	Iteration 46Q: 3 clusters Score -2.173046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 151984 members 
Entering Unmasked Estep 
Score: -21730446.000000 Penalty: 5923.443359
	Iteration 47Q: 3 clusters Score -2.173045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 151997 members 
Entering Unmasked Estep 
Score: -21730432.000000 Penalty: 5923.443359
	Iteration 48Q: 3 clusters Score -2.173043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 152004 members 
Entering Unmasked Estep 
Score: -21730414.000000 Penalty: 5923.443359
	Iteration 49Q: 3 clusters Score -2.173041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 152007 members 
Entering Unmasked Estep 
Score: -21730426.000000 Penalty: 5923.443359
	Iteration 50Q: 3 clusters Score -2.173043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 152009 members 
Entering Unmasked Estep 
Score: -21730428.000000 Penalty: 5923.443359
	Iteration 51Q: 3 clusters Score -2.173043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 152009 members 
Entering Unmasked Estep 
Score: -21730428.000000 Penalty: 5923.443359
	Iteration 52F: 3 clusters Score -2.173043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158036 members 
Entering Unmasked Estep 
Score: -22338888.000000 Penalty: 2968.703369
	Iteration 0F: 2 clusters Score -2.233889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -22239890.000000 Penalty: 5937.406738
	Iteration 0F: 3 clusters Score -2.223989e+07 nChanged 75856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -22284644.000000 Penalty: 5937.406738
	Iteration 1F: 3 clusters Score -2.228464e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 76894 members 
Entering Unmasked Estep 
Score: -22285684.000000 Penalty: 5937.406738
	Iteration 2Q: 3 clusters Score -2.228568e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -22287278.000000 Penalty: 5937.406738
	Iteration 3Q: 3 clusters Score -2.228728e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -22289266.000000 Penalty: 5937.406738
	Iteration 4Q: 3 clusters Score -2.228927e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -22292650.000000 Penalty: 5937.406738
	Iteration 5Q: 3 clusters Score -2.229265e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88700 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -22297834.000000 Penalty: 5937.406738
	Iteration 6F: 3 clusters Score -2.229783e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -22305540.000000 Penalty: 5937.406738
	Iteration 7F: 3 clusters Score -2.230554e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -22314260.000000 Penalty: 5937.406738
	Iteration 8F: 3 clusters Score -2.231426e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95670 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -22320302.000000 Penalty: 5937.406738
	Iteration 9F: 3 clusters Score -2.23203e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96425 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -22323088.000000 Penalty: 5937.406738
	Iteration 10Q: 3 clusters Score -2.232309e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -22324402.000000 Penalty: 5937.406738
	Iteration 11Q: 3 clusters Score -2.23244e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97537 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -22325294.000000 Penalty: 5937.406738
	Iteration 12Q: 3 clusters Score -2.232529e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97978 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -22325924.000000 Penalty: 5937.406738
	Iteration 13Q: 3 clusters Score -2.232592e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -22326568.000000 Penalty: 5937.406738
	Iteration 14Q: 3 clusters Score -2.232657e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98644 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -22327170.000000 Penalty: 5937.406738
	Iteration 15Q: 3 clusters Score -2.232717e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98820 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
Score: -22327566.000000 Penalty: 5937.406738
	Iteration 16Q: 3 clusters Score -2.232757e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98929 members 
Mstep: Class 2 contains 59107 members 
Entering Unmasked Estep 
Score: -22327876.000000 Penalty: 5937.406738
	Iteration 17Q: 3 clusters Score -2.232788e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98963 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -22328254.000000 Penalty: 5937.406738
	Iteration 18Q: 3 clusters Score -2.232825e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98927 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -22328470.000000 Penalty: 5937.406738
	Iteration 19Q: 3 clusters Score -2.232847e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98842 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -22328564.000000 Penalty: 5937.406738
	Iteration 20F: 3 clusters Score -2.232856e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -22328768.000000 Penalty: 5937.406738
	Iteration 21Q: 3 clusters Score -2.232877e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -22329010.000000 Penalty: 5937.406738
	Iteration 22Q: 3 clusters Score -2.232901e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -22329118.000000 Penalty: 5937.406738
	Iteration 23Q: 3 clusters Score -2.232912e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -22329232.000000 Penalty: 5937.406738
	Iteration 24Q: 3 clusters Score -2.232923e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -22329380.000000 Penalty: 5937.406738
	Iteration 25Q: 3 clusters Score -2.232938e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -22329494.000000 Penalty: 5937.406738
	Iteration 26Q: 3 clusters Score -2.232949e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96613 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
Score: -22329560.000000 Penalty: 5937.406738
	Iteration 27Q: 3 clusters Score -2.232956e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -22329588.000000 Penalty: 5937.406738
	Iteration 28Q: 3 clusters Score -2.232959e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95611 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -22329578.000000 Penalty: 5937.406738
	Iteration 29Q: 3 clusters Score -2.232958e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 62998 members 
Entering Unmasked Estep 
Score: -22329656.000000 Penalty: 5937.406738
	Iteration 30Q: 3 clusters Score -2.232966e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -22329706.000000 Penalty: 5937.406738
	Iteration 31Q: 3 clusters Score -2.232971e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93746 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -22329842.000000 Penalty: 5937.406738
	Iteration 32Q: 3 clusters Score -2.232984e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -22329956.000000 Penalty: 5937.406738
	Iteration 33Q: 3 clusters Score -2.232996e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -22330146.000000 Penalty: 5937.406738
	Iteration 34Q: 3 clusters Score -2.233015e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91457 members 
Mstep: Class 2 contains 66579 members 
Entering Unmasked Estep 
Score: -22330302.000000 Penalty: 5937.406738
	Iteration 35Q: 3 clusters Score -2.23303e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -22330460.000000 Penalty: 5937.406738
	Iteration 36Q: 3 clusters Score -2.233046e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -22330648.000000 Penalty: 5937.406738
	Iteration 37Q: 3 clusters Score -2.233065e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88639 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -22330864.000000 Penalty: 5937.406738
	Iteration 38Q: 3 clusters Score -2.233086e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -22331176.000000 Penalty: 5937.406738
	Iteration 39Q: 3 clusters Score -2.233118e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -22331476.000000 Penalty: 5937.406738
	Iteration 40F: 3 clusters Score -2.233148e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -22331854.000000 Penalty: 5937.406738
	Iteration 41Q: 3 clusters Score -2.233185e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83741 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -22332140.000000 Penalty: 5937.406738
	Iteration 42Q: 3 clusters Score -2.233214e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -22332444.000000 Penalty: 5937.406738
	Iteration 43Q: 3 clusters Score -2.233244e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -22332840.000000 Penalty: 5937.406738
	Iteration 44Q: 3 clusters Score -2.233284e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -22333440.000000 Penalty: 5937.406738
	Iteration 45Q: 3 clusters Score -2.233344e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -22334178.000000 Penalty: 5937.406738
	Iteration 46Q: 3 clusters Score -2.233418e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -22334806.000000 Penalty: 5937.406738
	Iteration 47Q: 3 clusters Score -2.233481e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -22335590.000000 Penalty: 5937.406738
	Iteration 48Q: 3 clusters Score -2.233559e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -22336428.000000 Penalty: 5937.406738
	Iteration 49Q: 3 clusters Score -2.233643e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -22337222.000000 Penalty: 5937.406738
	Iteration 50Q: 3 clusters Score -2.233722e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 92287 members 
Entering Unmasked Estep 
Score: -22337934.000000 Penalty: 5937.406738
	Iteration 51Q: 3 clusters Score -2.233793e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -22338468.000000 Penalty: 5937.406738
	Iteration 52Q: 3 clusters Score -2.233847e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -22338966.000000 Penalty: 5937.406738
	Iteration 53Q: 3 clusters Score -2.233897e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -22339446.000000 Penalty: 5937.406738
	Iteration 54Q: 3 clusters Score -2.233945e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 100022 members 
Entering Unmasked Estep 
Score: -22339788.000000 Penalty: 5937.406738
	Iteration 55Q: 3 clusters Score -2.233979e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 101707 members 
Entering Unmasked Estep 
Score: -22340160.000000 Penalty: 5937.406738
	Iteration 56Q: 3 clusters Score -2.234016e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 103353 members 
Entering Unmasked Estep 
Score: -22340440.000000 Penalty: 5937.406738
	Iteration 57Q: 3 clusters Score -2.234044e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 104922 members 
Entering Unmasked Estep 
Score: -22340782.000000 Penalty: 5937.406738
	Iteration 58Q: 3 clusters Score -2.234078e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 106361 members 
Entering Unmasked Estep 
Score: -22340996.000000 Penalty: 5937.406738
	Iteration 59Q: 3 clusters Score -2.2341e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 107636 members 
Entering Unmasked Estep 
Score: -22341240.000000 Penalty: 5937.406738
	Iteration 60F: 3 clusters Score -2.234124e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 108961 members 
Entering Unmasked Estep 
Score: -22341460.000000 Penalty: 5937.406738
	Iteration 61Q: 3 clusters Score -2.234146e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
Score: -22341584.000000 Penalty: 5937.406738
	Iteration 62Q: 3 clusters Score -2.234158e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -22341730.000000 Penalty: 5937.406738
	Iteration 63Q: 3 clusters Score -2.234173e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 112325 members 
Entering Unmasked Estep 
Score: -22341860.000000 Penalty: 5937.406738
	Iteration 64Q: 3 clusters Score -2.234186e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 113280 members 
Entering Unmasked Estep 
Score: -22341888.000000 Penalty: 5937.406738
	Iteration 65Q: 3 clusters Score -2.234189e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 114212 members 
Entering Unmasked Estep 
Score: -22342048.000000 Penalty: 5937.406738
	Iteration 66Q: 3 clusters Score -2.234205e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 115095 members 
Entering Unmasked Estep 
Score: -22342058.000000 Penalty: 5937.406738
	Iteration 67Q: 3 clusters Score -2.234206e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 115974 members 
Entering Unmasked Estep 
Score: -22342120.000000 Penalty: 5937.406738
	Iteration 68Q: 3 clusters Score -2.234212e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 116772 members 
Entering Unmasked Estep 
Score: -22342140.000000 Penalty: 5937.406738
	Iteration 69Q: 3 clusters Score -2.234214e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 117476 members 
Entering Unmasked Estep 
Score: -22342172.000000 Penalty: 5937.406738
	Iteration 70Q: 3 clusters Score -2.234217e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 118101 members 
Entering Unmasked Estep 
Score: -22342182.000000 Penalty: 5937.406738
	Iteration 71Q: 3 clusters Score -2.234218e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 118706 members 
Entering Unmasked Estep 
Score: -22342166.000000 Penalty: 5937.406738
	Iteration 72Q: 3 clusters Score -2.234217e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 119264 members 
Entering Unmasked Estep 
Score: -22342304.000000 Penalty: 5937.406738
	Iteration 73Q: 3 clusters Score -2.23423e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 119823 members 
Entering Unmasked Estep 
Score: -22342352.000000 Penalty: 5937.406738
	Iteration 74Q: 3 clusters Score -2.234235e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 120371 members 
Entering Unmasked Estep 
Score: -22342376.000000 Penalty: 5937.406738
	Iteration 75Q: 3 clusters Score -2.234238e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 120884 members 
Entering Unmasked Estep 
Score: -22342428.000000 Penalty: 5937.406738
	Iteration 76Q: 3 clusters Score -2.234243e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 121380 members 
Entering Unmasked Estep 
Score: -22342512.000000 Penalty: 5937.406738
	Iteration 77Q: 3 clusters Score -2.234251e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 121845 members 
Entering Unmasked Estep 
Score: -22342608.000000 Penalty: 5937.406738
	Iteration 78Q: 3 clusters Score -2.234261e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 122291 members 
Entering Unmasked Estep 
Score: -22342672.000000 Penalty: 5937.406738
	Iteration 79Q: 3 clusters Score -2.234267e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 122703 members 
Entering Unmasked Estep 
Score: -22342648.000000 Penalty: 5937.406738
	Iteration 80F: 3 clusters Score -2.234265e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 123086 members 
Entering Unmasked Estep 
Score: -22342694.000000 Penalty: 5937.406738
	Iteration 81Q: 3 clusters Score -2.234269e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 123418 members 
Entering Unmasked Estep 
Score: -22342736.000000 Penalty: 5937.406738
	Iteration 82Q: 3 clusters Score -2.234274e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 123736 members 
Entering Unmasked Estep 
Score: -22342720.000000 Penalty: 5937.406738
	Iteration 83Q: 3 clusters Score -2.234272e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 124071 members 
Entering Unmasked Estep 
Score: -22342730.000000 Penalty: 5937.406738
	Iteration 84Q: 3 clusters Score -2.234273e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 124406 members 
Entering Unmasked Estep 
Score: -22342762.000000 Penalty: 5937.406738
	Iteration 85Q: 3 clusters Score -2.234276e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 124707 members 
Entering Unmasked Estep 
Score: -22342800.000000 Penalty: 5937.406738
	Iteration 86Q: 3 clusters Score -2.23428e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 124998 members 
Entering Unmasked Estep 
Score: -22342798.000000 Penalty: 5937.406738
	Iteration 87Q: 3 clusters Score -2.23428e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 125279 members 
Entering Unmasked Estep 
Score: -22342818.000000 Penalty: 5937.406738
	Iteration 88Q: 3 clusters Score -2.234282e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 125533 members 
Entering Unmasked Estep 
Score: -22342840.000000 Penalty: 5937.406738
	Iteration 89Q: 3 clusters Score -2.234284e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 125745 members 
Entering Unmasked Estep 
Score: -22342886.000000 Penalty: 5937.406738
	Iteration 90Q: 3 clusters Score -2.234289e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -22342892.000000 Penalty: 5937.406738
	Iteration 91Q: 3 clusters Score -2.234289e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 126182 members 
Entering Unmasked Estep 
Score: -22342936.000000 Penalty: 5937.406738
	Iteration 92Q: 3 clusters Score -2.234294e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 126370 members 
Entering Unmasked Estep 
Score: -22342886.000000 Penalty: 5937.406738
	Iteration 93Q: 3 clusters Score -2.234289e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 126554 members 
Entering Unmasked Estep 
Score: -22342952.000000 Penalty: 5937.406738
	Iteration 94Q: 3 clusters Score -2.234295e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 126736 members 
Entering Unmasked Estep 
Score: -22342914.000000 Penalty: 5937.406738
	Iteration 95Q: 3 clusters Score -2.234291e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 126916 members 
Entering Unmasked Estep 
Score: -22342942.000000 Penalty: 5937.406738
	Iteration 96Q: 3 clusters Score -2.234294e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 127101 members 
Entering Unmasked Estep 
Score: -22342928.000000 Penalty: 5937.406738
	Iteration 97Q: 3 clusters Score -2.234293e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 127290 members 
Entering Unmasked Estep 
Score: -22342960.000000 Penalty: 5937.406738
	Iteration 98Q: 3 clusters Score -2.234296e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 127483 members 
Entering Unmasked Estep 
Score: -22342984.000000 Penalty: 5937.406738
	Iteration 99Q: 3 clusters Score -2.234298e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 127679 members 
Entering Unmasked Estep 
Score: -22342970.000000 Penalty: 5937.406738
	Iteration 100F: 3 clusters Score -2.234297e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 127873 members 
Entering Unmasked Estep 
Score: -22342950.000000 Penalty: 5937.406738
	Iteration 101Q: 3 clusters Score -2.234295e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 128076 members 
Entering Unmasked Estep 
Score: -22342958.000000 Penalty: 5937.406738
	Iteration 102Q: 3 clusters Score -2.234296e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 128279 members 
Entering Unmasked Estep 
Score: -22342960.000000 Penalty: 5937.406738
	Iteration 103Q: 3 clusters Score -2.234296e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 128463 members 
Entering Unmasked Estep 
Score: -22342988.000000 Penalty: 5937.406738
	Iteration 104Q: 3 clusters Score -2.234299e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 128641 members 
Entering Unmasked Estep 
Score: -22342972.000000 Penalty: 5937.406738
	Iteration 105Q: 3 clusters Score -2.234297e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 128810 members 
Entering Unmasked Estep 
Score: -22342950.000000 Penalty: 5937.406738
	Iteration 106Q: 3 clusters Score -2.234295e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 128970 members 
Entering Unmasked Estep 
Score: -22342968.000000 Penalty: 5937.406738
	Iteration 107Q: 3 clusters Score -2.234297e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 129106 members 
Entering Unmasked Estep 
Score: -22342978.000000 Penalty: 5937.406738
	Iteration 108Q: 3 clusters Score -2.234298e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 129238 members 
Entering Unmasked Estep 
Score: -22342948.000000 Penalty: 5937.406738
	Iteration 109Q: 3 clusters Score -2.234295e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 129373 members 
Entering Unmasked Estep 
Score: -22342980.000000 Penalty: 5937.406738
	Iteration 110Q: 3 clusters Score -2.234298e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 129497 members 
Entering Unmasked Estep 
Score: -22342930.000000 Penalty: 5937.406738
	Iteration 111Q: 3 clusters Score -2.234293e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 129620 members 
Entering Unmasked Estep 
Score: -22342930.000000 Penalty: 5937.406738
	Iteration 112Q: 3 clusters Score -2.234293e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 129731 members 
Entering Unmasked Estep 
Score: -22342934.000000 Penalty: 5937.406738
	Iteration 113Q: 3 clusters Score -2.234293e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -22342980.000000 Penalty: 5937.406738
	Iteration 114Q: 3 clusters Score -2.234298e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 129955 members 
Entering Unmasked Estep 
Score: -22342998.000000 Penalty: 5937.406738
	Iteration 115Q: 3 clusters Score -2.2343e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 130086 members 
Entering Unmasked Estep 
Score: -22342988.000000 Penalty: 5937.406738
	Iteration 116Q: 3 clusters Score -2.234299e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 130211 members 
Entering Unmasked Estep 
Score: -22342972.000000 Penalty: 5937.406738
	Iteration 117Q: 3 clusters Score -2.234297e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 130346 members 
Entering Unmasked Estep 
Score: -22343028.000000 Penalty: 5937.406738
	Iteration 118Q: 3 clusters Score -2.234303e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 130455 members 
Entering Unmasked Estep 
Score: -22343020.000000 Penalty: 5937.406738
	Iteration 119Q: 3 clusters Score -2.234302e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 130555 members 
Entering Unmasked Estep 
Score: -22343038.000000 Penalty: 5937.406738
	Iteration 120F: 3 clusters Score -2.234304e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 130649 members 
Entering Unmasked Estep 
Score: -22343036.000000 Penalty: 5937.406738
	Iteration 121Q: 3 clusters Score -2.234304e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 130720 members 
Entering Unmasked Estep 
Score: -22343046.000000 Penalty: 5937.406738
	Iteration 122Q: 3 clusters Score -2.234305e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 130780 members 
Entering Unmasked Estep 
Score: -22343056.000000 Penalty: 5937.406738
	Iteration 123Q: 3 clusters Score -2.234306e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 130844 members 
Entering Unmasked Estep 
Score: -22343058.000000 Penalty: 5937.406738
	Iteration 124Q: 3 clusters Score -2.234306e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 130895 members 
Entering Unmasked Estep 
Score: -22343088.000000 Penalty: 5937.406738
	Iteration 125Q: 3 clusters Score -2.234309e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 130963 members 
Entering Unmasked Estep 
Score: -22343102.000000 Penalty: 5937.406738
	Iteration 126Q: 3 clusters Score -2.23431e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 131010 members 
Entering Unmasked Estep 
Score: -22343132.000000 Penalty: 5937.406738
	Iteration 127Q: 3 clusters Score -2.234313e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 131049 members 
Entering Unmasked Estep 
Score: -22343122.000000 Penalty: 5937.406738
	Iteration 128Q: 3 clusters Score -2.234312e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 131081 members 
Entering Unmasked Estep 
Score: -22343154.000000 Penalty: 5937.406738
	Iteration 129Q: 3 clusters Score -2.234315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 131108 members 
Entering Unmasked Estep 
Score: -22343140.000000 Penalty: 5937.406738
	Iteration 130Q: 3 clusters Score -2.234314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 131130 members 
Entering Unmasked Estep 
Score: -22343160.000000 Penalty: 5937.406738
	Iteration 131Q: 3 clusters Score -2.234316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 131151 members 
Entering Unmasked Estep 
Score: -22343148.000000 Penalty: 5937.406738
	Iteration 132Q: 3 clusters Score -2.234315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 131178 members 
Entering Unmasked Estep 
Score: -22343120.000000 Penalty: 5937.406738
	Iteration 133Q: 3 clusters Score -2.234312e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 131204 members 
Entering Unmasked Estep 
Score: -22343100.000000 Penalty: 5937.406738
	Iteration 134Q: 3 clusters Score -2.23431e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 131233 members 
Entering Unmasked Estep 
Score: -22343108.000000 Penalty: 5937.406738
	Iteration 135Q: 3 clusters Score -2.234311e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 131264 members 
Entering Unmasked Estep 
Score: -22343104.000000 Penalty: 5937.406738
	Iteration 136Q: 3 clusters Score -2.23431e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 131301 members 
Entering Unmasked Estep 
Score: -22343114.000000 Penalty: 5937.406738
	Iteration 137Q: 3 clusters Score -2.234311e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 131350 members 
Entering Unmasked Estep 
Score: -22343106.000000 Penalty: 5937.406738
	Iteration 138Q: 3 clusters Score -2.234311e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 131398 members 
Entering Unmasked Estep 
Score: -22343114.000000 Penalty: 5937.406738
	Iteration 139Q: 3 clusters Score -2.234311e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 131442 members 
Entering Unmasked Estep 
Score: -22343118.000000 Penalty: 5937.406738
	Iteration 140F: 3 clusters Score -2.234312e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 131470 members 
Entering Unmasked Estep 
Score: -22343112.000000 Penalty: 5937.406738
	Iteration 141Q: 3 clusters Score -2.234311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 131494 members 
Entering Unmasked Estep 
Score: -22343112.000000 Penalty: 5937.406738
	Iteration 142Q: 3 clusters Score -2.234311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 131515 members 
Entering Unmasked Estep 
Score: -22343106.000000 Penalty: 5937.406738
	Iteration 143Q: 3 clusters Score -2.234311e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 131538 members 
Entering Unmasked Estep 
Score: -22343126.000000 Penalty: 5937.406738
	Iteration 144Q: 3 clusters Score -2.234313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 131562 members 
Entering Unmasked Estep 
Score: -22343132.000000 Penalty: 5937.406738
	Iteration 145Q: 3 clusters Score -2.234313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 131577 members 
Entering Unmasked Estep 
Score: -22343120.000000 Penalty: 5937.406738
	Iteration 146Q: 3 clusters Score -2.234312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 131590 members 
Entering Unmasked Estep 
Score: -22343122.000000 Penalty: 5937.406738
	Iteration 147Q: 3 clusters Score -2.234312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 131605 members 
Entering Unmasked Estep 
Score: -22343136.000000 Penalty: 5937.406738
	Iteration 148Q: 3 clusters Score -2.234314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 131622 members 
Entering Unmasked Estep 
Score: -22343168.000000 Penalty: 5937.406738
	Iteration 149Q: 3 clusters Score -2.234317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 131638 members 
Entering Unmasked Estep 
Score: -22343176.000000 Penalty: 5937.406738
	Iteration 150Q: 3 clusters Score -2.234318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 131651 members 
Entering Unmasked Estep 
Score: -22343174.000000 Penalty: 5937.406738
	Iteration 151Q: 3 clusters Score -2.234317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 131659 members 
Entering Unmasked Estep 
Score: -22343154.000000 Penalty: 5937.406738
	Iteration 152Q: 3 clusters Score -2.234315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 131670 members 
Entering Unmasked Estep 
Score: -22343164.000000 Penalty: 5937.406738
	Iteration 153Q: 3 clusters Score -2.234316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 131677 members 
Entering Unmasked Estep 
Score: -22343176.000000 Penalty: 5937.406738
	Iteration 154Q: 3 clusters Score -2.234318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 131685 members 
Entering Unmasked Estep 
Score: -22343178.000000 Penalty: 5937.406738
	Iteration 155Q: 3 clusters Score -2.234318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 131700 members 
Entering Unmasked Estep 
Score: -22343186.000000 Penalty: 5937.406738
	Iteration 156Q: 3 clusters Score -2.234319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 131718 members 
Entering Unmasked Estep 
Score: -22343168.000000 Penalty: 5937.406738
	Iteration 157Q: 3 clusters Score -2.234317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 131735 members 
Entering Unmasked Estep 
Score: -22343164.000000 Penalty: 5937.406738
	Iteration 158Q: 3 clusters Score -2.234316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 131759 members 
Entering Unmasked Estep 
Score: -22343188.000000 Penalty: 5937.406738
	Iteration 159Q: 3 clusters Score -2.234319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 131787 members 
Entering Unmasked Estep 
Score: -22343194.000000 Penalty: 5937.406738
	Iteration 160F: 3 clusters Score -2.234319e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 131817 members 
Entering Unmasked Estep 
Score: -22343188.000000 Penalty: 5937.406738
	Iteration 161Q: 3 clusters Score -2.234319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 131835 members 
Entering Unmasked Estep 
Score: -22343178.000000 Penalty: 5937.406738
	Iteration 162Q: 3 clusters Score -2.234318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 131858 members 
Entering Unmasked Estep 
Score: -22343188.000000 Penalty: 5937.406738
	Iteration 163Q: 3 clusters Score -2.234319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 131879 members 
Entering Unmasked Estep 
Score: -22343202.000000 Penalty: 5937.406738
	Iteration 164Q: 3 clusters Score -2.23432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 131904 members 
Entering Unmasked Estep 
Score: -22343208.000000 Penalty: 5937.406738
	Iteration 165Q: 3 clusters Score -2.234321e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 131930 members 
Entering Unmasked Estep 
Score: -22343168.000000 Penalty: 5937.406738
	Iteration 166Q: 3 clusters Score -2.234317e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 131958 members 
Entering Unmasked Estep 
Score: -22343170.000000 Penalty: 5937.406738
	Iteration 167Q: 3 clusters Score -2.234317e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 131982 members 
Entering Unmasked Estep 
Score: -22343184.000000 Penalty: 5937.406738
	Iteration 168Q: 3 clusters Score -2.234318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 132004 members 
Entering Unmasked Estep 
Score: -22343198.000000 Penalty: 5937.406738
	Iteration 169Q: 3 clusters Score -2.23432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 132017 members 
Entering Unmasked Estep 
Score: -22343214.000000 Penalty: 5937.406738
	Iteration 170Q: 3 clusters Score -2.234321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 132032 members 
Entering Unmasked Estep 
Score: -22343188.000000 Penalty: 5937.406738
	Iteration 171Q: 3 clusters Score -2.234319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 132044 members 
Entering Unmasked Estep 
Score: -22343182.000000 Penalty: 5937.406738
	Iteration 172Q: 3 clusters Score -2.234318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 132064 members 
Entering Unmasked Estep 
Score: -22343164.000000 Penalty: 5937.406738
	Iteration 173Q: 3 clusters Score -2.234316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 132085 members 
Entering Unmasked Estep 
Score: -22343184.000000 Penalty: 5937.406738
	Iteration 174Q: 3 clusters Score -2.234318e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 132112 members 
Entering Unmasked Estep 
Score: -22343212.000000 Penalty: 5937.406738
	Iteration 175Q: 3 clusters Score -2.234321e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 132143 members 
Entering Unmasked Estep 
Score: -22343210.000000 Penalty: 5937.406738
	Iteration 176Q: 3 clusters Score -2.234321e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 132173 members 
Entering Unmasked Estep 
Score: -22343218.000000 Penalty: 5937.406738
	Iteration 177Q: 3 clusters Score -2.234322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 132206 members 
Entering Unmasked Estep 
Score: -22343204.000000 Penalty: 5937.406738
	Iteration 178Q: 3 clusters Score -2.23432e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 132245 members 
Entering Unmasked Estep 
Score: -22343206.000000 Penalty: 5937.406738
	Iteration 179Q: 3 clusters Score -2.234321e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 132285 members 
Entering Unmasked Estep 
Score: -22343204.000000 Penalty: 5937.406738
	Iteration 180F: 3 clusters Score -2.23432e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 132342 members 
Entering Unmasked Estep 
Score: -22343224.000000 Penalty: 5937.406738
	Iteration 181Q: 3 clusters Score -2.234322e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 132403 members 
Entering Unmasked Estep 
Score: -22343216.000000 Penalty: 5937.406738
	Iteration 182Q: 3 clusters Score -2.234322e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 132471 members 
Entering Unmasked Estep 
Score: -22343228.000000 Penalty: 5937.406738
	Iteration 183Q: 3 clusters Score -2.234323e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 132548 members 
Entering Unmasked Estep 
Score: -22343206.000000 Penalty: 5937.406738
	Iteration 184Q: 3 clusters Score -2.234321e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 132623 members 
Entering Unmasked Estep 
Score: -22343224.000000 Penalty: 5937.406738
	Iteration 185Q: 3 clusters Score -2.234322e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 132699 members 
Entering Unmasked Estep 
Score: -22343228.000000 Penalty: 5937.406738
	Iteration 186Q: 3 clusters Score -2.234323e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 132770 members 
Entering Unmasked Estep 
Score: -22343270.000000 Penalty: 5937.406738
	Iteration 187Q: 3 clusters Score -2.234327e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 132842 members 
Entering Unmasked Estep 
Score: -22343252.000000 Penalty: 5937.406738
	Iteration 188Q: 3 clusters Score -2.234325e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 132920 members 
Entering Unmasked Estep 
Score: -22343260.000000 Penalty: 5937.406738
	Iteration 189Q: 3 clusters Score -2.234326e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 132996 members 
Entering Unmasked Estep 
Score: -22343270.000000 Penalty: 5937.406738
	Iteration 190Q: 3 clusters Score -2.234327e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -22343280.000000 Penalty: 5937.406738
	Iteration 191Q: 3 clusters Score -2.234328e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 133137 members 
Entering Unmasked Estep 
Score: -22343288.000000 Penalty: 5937.406738
	Iteration 192Q: 3 clusters Score -2.234329e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -22343294.000000 Penalty: 5937.406738
	Iteration 193Q: 3 clusters Score -2.234329e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 133270 members 
Entering Unmasked Estep 
Score: -22343272.000000 Penalty: 5937.406738
	Iteration 194Q: 3 clusters Score -2.234327e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 133321 members 
Entering Unmasked Estep 
Score: -22343290.000000 Penalty: 5937.406738
	Iteration 195Q: 3 clusters Score -2.234329e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 133378 members 
Entering Unmasked Estep 
Score: -22343286.000000 Penalty: 5937.406738
	Iteration 196Q: 3 clusters Score -2.234329e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 133435 members 
Entering Unmasked Estep 
Score: -22343296.000000 Penalty: 5937.406738
	Iteration 197Q: 3 clusters Score -2.23433e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 133485 members 
Entering Unmasked Estep 
Score: -22343276.000000 Penalty: 5937.406738
	Iteration 198Q: 3 clusters Score -2.234328e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 133540 members 
Entering Unmasked Estep 
Score: -22343266.000000 Penalty: 5937.406738
	Iteration 199Q: 3 clusters Score -2.234327e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -22343258.000000 Penalty: 5937.406738
	Iteration 200F: 3 clusters Score -2.234326e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 133636 members 
Entering Unmasked Estep 
Score: -22343276.000000 Penalty: 5937.406738
	Iteration 201Q: 3 clusters Score -2.234328e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 133676 members 
Entering Unmasked Estep 
Score: -22343278.000000 Penalty: 5937.406738
	Iteration 202Q: 3 clusters Score -2.234328e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 133718 members 
Entering Unmasked Estep 
Score: -22343274.000000 Penalty: 5937.406738
	Iteration 203Q: 3 clusters Score -2.234327e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 133754 members 
Entering Unmasked Estep 
Score: -22343268.000000 Penalty: 5937.406738
	Iteration 204Q: 3 clusters Score -2.234327e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 133799 members 
Entering Unmasked Estep 
Score: -22343254.000000 Penalty: 5937.406738
	Iteration 205Q: 3 clusters Score -2.234325e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 133846 members 
Entering Unmasked Estep 
Score: -22343224.000000 Penalty: 5937.406738
	Iteration 206Q: 3 clusters Score -2.234322e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 133899 members 
Entering Unmasked Estep 
Score: -22343260.000000 Penalty: 5937.406738
	Iteration 207Q: 3 clusters Score -2.234326e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 133950 members 
Entering Unmasked Estep 
Score: -22343258.000000 Penalty: 5937.406738
	Iteration 208Q: 3 clusters Score -2.234326e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 134014 members 
Entering Unmasked Estep 
Score: -22343234.000000 Penalty: 5937.406738
	Iteration 209Q: 3 clusters Score -2.234323e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 134083 members 
Entering Unmasked Estep 
Score: -22343192.000000 Penalty: 5937.406738
	Iteration 210Q: 3 clusters Score -2.234319e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 134138 members 
Entering Unmasked Estep 
Score: -22343182.000000 Penalty: 5937.406738
	Iteration 211Q: 3 clusters Score -2.234318e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 134187 members 
Entering Unmasked Estep 
Score: -22343148.000000 Penalty: 5937.406738
	Iteration 212Q: 3 clusters Score -2.234315e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 134233 members 
Entering Unmasked Estep 
Score: -22343142.000000 Penalty: 5937.406738
	Iteration 213Q: 3 clusters Score -2.234314e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 134287 members 
Entering Unmasked Estep 
Score: -22343164.000000 Penalty: 5937.406738
	Iteration 214Q: 3 clusters Score -2.234316e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 134329 members 
Entering Unmasked Estep 
Score: -22343138.000000 Penalty: 5937.406738
	Iteration 215Q: 3 clusters Score -2.234314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 134367 members 
Entering Unmasked Estep 
Score: -22343108.000000 Penalty: 5937.406738
	Iteration 216Q: 3 clusters Score -2.234311e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 134398 members 
Entering Unmasked Estep 
Score: -22343098.000000 Penalty: 5937.406738
	Iteration 217Q: 3 clusters Score -2.23431e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 134428 members 
Entering Unmasked Estep 
Score: -22343092.000000 Penalty: 5937.406738
	Iteration 218Q: 3 clusters Score -2.234309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 134452 members 
Entering Unmasked Estep 
Score: -22343100.000000 Penalty: 5937.406738
	Iteration 219Q: 3 clusters Score -2.23431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 134470 members 
Entering Unmasked Estep 
Score: -22343140.000000 Penalty: 5937.406738
	Iteration 220F: 3 clusters Score -2.234314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 134492 members 
Entering Unmasked Estep 
Score: -22343134.000000 Penalty: 5937.406738
	Iteration 221Q: 3 clusters Score -2.234313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 134518 members 
Entering Unmasked Estep 
Score: -22343122.000000 Penalty: 5937.406738
	Iteration 222Q: 3 clusters Score -2.234312e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 134540 members 
Entering Unmasked Estep 
Score: -22343118.000000 Penalty: 5937.406738
	Iteration 223Q: 3 clusters Score -2.234312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 134560 members 
Entering Unmasked Estep 
Score: -22343110.000000 Penalty: 5937.406738
	Iteration 224Q: 3 clusters Score -2.234311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 134582 members 
Entering Unmasked Estep 
Score: -22343136.000000 Penalty: 5937.406738
	Iteration 225Q: 3 clusters Score -2.234314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 134602 members 
Entering Unmasked Estep 
Score: -22343114.000000 Penalty: 5937.406738
	Iteration 226Q: 3 clusters Score -2.234311e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 134632 members 
Entering Unmasked Estep 
Score: -22343108.000000 Penalty: 5937.406738
	Iteration 227Q: 3 clusters Score -2.234311e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 134665 members 
Entering Unmasked Estep 
Score: -22343090.000000 Penalty: 5937.406738
	Iteration 228Q: 3 clusters Score -2.234309e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 134700 members 
Entering Unmasked Estep 
Score: -22343100.000000 Penalty: 5937.406738
	Iteration 229Q: 3 clusters Score -2.23431e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 134739 members 
Entering Unmasked Estep 
Score: -22343100.000000 Penalty: 5937.406738
	Iteration 230Q: 3 clusters Score -2.23431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 134774 members 
Entering Unmasked Estep 
Score: -22343098.000000 Penalty: 5937.406738
	Iteration 231Q: 3 clusters Score -2.23431e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 134812 members 
Entering Unmasked Estep 
Score: -22343100.000000 Penalty: 5937.406738
	Iteration 232Q: 3 clusters Score -2.23431e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 134850 members 
Entering Unmasked Estep 
Score: -22343080.000000 Penalty: 5937.406738
	Iteration 233Q: 3 clusters Score -2.234308e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 134886 members 
Entering Unmasked Estep 
Score: -22343096.000000 Penalty: 5937.406738
	Iteration 234Q: 3 clusters Score -2.23431e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 134916 members 
Entering Unmasked Estep 
Score: -22343104.000000 Penalty: 5937.406738
	Iteration 235Q: 3 clusters Score -2.23431e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 134940 members 
Entering Unmasked Estep 
Score: -22343104.000000 Penalty: 5937.406738
	Iteration 236Q: 3 clusters Score -2.23431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 134957 members 
Entering Unmasked Estep 
Score: -22343084.000000 Penalty: 5937.406738
	Iteration 237Q: 3 clusters Score -2.234308e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 134976 members 
Entering Unmasked Estep 
Score: -22343072.000000 Penalty: 5937.406738
	Iteration 238Q: 3 clusters Score -2.234307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 134987 members 
Entering Unmasked Estep 
Score: -22343078.000000 Penalty: 5937.406738
	Iteration 239Q: 3 clusters Score -2.234308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 134997 members 
Entering Unmasked Estep 
Score: -22343080.000000 Penalty: 5937.406738
	Iteration 240F: 3 clusters Score -2.234308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 135008 members 
Entering Unmasked Estep 
Score: -22343090.000000 Penalty: 5937.406738
	Iteration 241Q: 3 clusters Score -2.234309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 135018 members 
Entering Unmasked Estep 
Score: -22343092.000000 Penalty: 5937.406738
	Iteration 242Q: 3 clusters Score -2.234309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 135024 members 
Entering Unmasked Estep 
Score: -22343092.000000 Penalty: 5937.406738
	Iteration 243Q: 3 clusters Score -2.234309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 135027 members 
Entering Unmasked Estep 
Score: -22343094.000000 Penalty: 5937.406738
	Iteration 244Q: 3 clusters Score -2.234309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 135028 members 
Entering Unmasked Estep 
Score: -22343088.000000 Penalty: 5937.406738
	Iteration 245Q: 3 clusters Score -2.234309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 135028 members 
Entering Unmasked Estep 
Score: -22343088.000000 Penalty: 5937.406738
	Iteration 246F: 3 clusters Score -2.234309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 188368 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 31942 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 181822 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 14964 members 
Mstep: Class 12 contains 153649 members 
Mstep: Class 13 contains 23008 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 153891 members 
Mstep: Class 16 contains 135028 members 
Mstep: Class 18 contains 37366 members 
Mstep: Class 20 contains 10816 members 
Entering Unmasked Estep 
Score: -146963056.000000 Penalty: 61925.031250
Splitting cluster 13 changes total score from -146958240.000000 to -146963056.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 14 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -38165.574219 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -38165.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37010.285156 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -37010.29 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37531.441406 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -37531.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37922.859375 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -37922.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -38120.835938 Penalty: 2902.692383
	Iteration 3F: 3 clusters Score -38120.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38406.371094 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -38406.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -38457.976562 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -38457.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -38480.207031 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -38480.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -38488.105469 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -38488.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -38492.980469 Penalty: 2902.692383
	Iteration 8Q: 3 clusters Score -38492.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -38492.980469 Penalty: 2902.692383
	Iteration 9F: 3 clusters Score -38492.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 188368 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 31942 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 181822 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 14964 members 
Mstep: Class 12 contains 153649 members 
Mstep: Class 13 contains 23008 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 153891 members 
Mstep: Class 16 contains 135028 members 
Mstep: Class 17 contains 76 members 
Mstep: Class 18 contains 37366 members 
Mstep: Class 20 contains 10816 members 
Entering Unmasked Estep 
Score: -146961376.000000 Penalty: 65365.312500
Splitting cluster 14 changes total score from -146958240.000000 to -146961376.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 15 (153891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153891 members 
Entering Unmasked Estep 
Score: -21697896.000000 Penalty: 2962.112061
	Iteration 0F: 2 clusters Score -2.16979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 76762 members 
Entering Unmasked Estep 
Score: -21598782.000000 Penalty: 5924.224121
	Iteration 0F: 3 clusters Score -2.159878e+07 nChanged 73597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -21644366.000000 Penalty: 5924.224121
	Iteration 1F: 3 clusters Score -2.164437e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -21647850.000000 Penalty: 5924.224121
	Iteration 2Q: 3 clusters Score -2.164785e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80603 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -21652956.000000 Penalty: 5924.224121
	Iteration 3F: 3 clusters Score -2.165296e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -21659746.000000 Penalty: 5924.224121
	Iteration 4F: 3 clusters Score -2.165975e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -21667066.000000 Penalty: 5924.224121
	Iteration 5F: 3 clusters Score -2.166707e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 71721 members 
Entering Unmasked Estep 
Score: -21673676.000000 Penalty: 5924.224121
	Iteration 6F: 3 clusters Score -2.167368e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 72342 members 
Entering Unmasked Estep 
Score: -21677912.000000 Penalty: 5924.224121
	Iteration 7F: 3 clusters Score -2.167791e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -21680488.000000 Penalty: 5924.224121
	Iteration 8Q: 3 clusters Score -2.168049e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80093 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -21681484.000000 Penalty: 5924.224121
	Iteration 9Q: 3 clusters Score -2.168148e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -21682138.000000 Penalty: 5924.224121
	Iteration 10Q: 3 clusters Score -2.168214e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79275 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -21682386.000000 Penalty: 5924.224121
	Iteration 11Q: 3 clusters Score -2.168239e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -21682594.000000 Penalty: 5924.224121
	Iteration 12Q: 3 clusters Score -2.168259e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78566 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -21682722.000000 Penalty: 5924.224121
	Iteration 13Q: 3 clusters Score -2.168272e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -21682880.000000 Penalty: 5924.224121
	Iteration 14Q: 3 clusters Score -2.168288e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 75975 members 
Entering Unmasked Estep 
Score: -21683012.000000 Penalty: 5924.224121
	Iteration 15Q: 3 clusters Score -2.168301e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -21683128.000000 Penalty: 5924.224121
	Iteration 16Q: 3 clusters Score -2.168313e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -21683224.000000 Penalty: 5924.224121
	Iteration 17Q: 3 clusters Score -2.168322e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 76894 members 
Entering Unmasked Estep 
Score: -21683232.000000 Penalty: 5924.224121
	Iteration 18Q: 3 clusters Score -2.168323e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -21683336.000000 Penalty: 5924.224121
	Iteration 19Q: 3 clusters Score -2.168334e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76279 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -21683350.000000 Penalty: 5924.224121
	Iteration 20F: 3 clusters Score -2.168335e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 78024 members 
Entering Unmasked Estep 
Score: -21683428.000000 Penalty: 5924.224121
	Iteration 21Q: 3 clusters Score -2.168343e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -21683506.000000 Penalty: 5924.224121
	Iteration 22Q: 3 clusters Score -2.168351e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -21683552.000000 Penalty: 5924.224121
	Iteration 23Q: 3 clusters Score -2.168355e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -21683614.000000 Penalty: 5924.224121
	Iteration 24Q: 3 clusters Score -2.168361e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -21683658.000000 Penalty: 5924.224121
	Iteration 25Q: 3 clusters Score -2.168366e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -21683770.000000 Penalty: 5924.224121
	Iteration 26Q: 3 clusters Score -2.168377e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 81163 members 
Entering Unmasked Estep 
Score: -21683796.000000 Penalty: 5924.224121
	Iteration 27Q: 3 clusters Score -2.16838e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -21683914.000000 Penalty: 5924.224121
	Iteration 28Q: 3 clusters Score -2.168391e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -21684028.000000 Penalty: 5924.224121
	Iteration 29Q: 3 clusters Score -2.168403e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -21684108.000000 Penalty: 5924.224121
	Iteration 30Q: 3 clusters Score -2.168411e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -21684184.000000 Penalty: 5924.224121
	Iteration 31Q: 3 clusters Score -2.168418e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -21684220.000000 Penalty: 5924.224121
	Iteration 32Q: 3 clusters Score -2.168422e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 85665 members 
Entering Unmasked Estep 
Score: -21684210.000000 Penalty: 5924.224121
	Iteration 33Q: 3 clusters Score -2.168421e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -21684294.000000 Penalty: 5924.224121
	Iteration 34Q: 3 clusters Score -2.168429e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 87414 members 
Entering Unmasked Estep 
Score: -21684402.000000 Penalty: 5924.224121
	Iteration 35Q: 3 clusters Score -2.16844e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -21684456.000000 Penalty: 5924.224121
	Iteration 36Q: 3 clusters Score -2.168446e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -21684526.000000 Penalty: 5924.224121
	Iteration 37Q: 3 clusters Score -2.168453e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -21684704.000000 Penalty: 5924.224121
	Iteration 38Q: 3 clusters Score -2.16847e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 91355 members 
Entering Unmasked Estep 
Score: -21684902.000000 Penalty: 5924.224121
	Iteration 39Q: 3 clusters Score -2.16849e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -21685014.000000 Penalty: 5924.224121
	Iteration 40F: 3 clusters Score -2.168501e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -21685114.000000 Penalty: 5924.224121
	Iteration 41Q: 3 clusters Score -2.168511e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -21685344.000000 Penalty: 5924.224121
	Iteration 42Q: 3 clusters Score -2.168534e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -21685610.000000 Penalty: 5924.224121
	Iteration 43Q: 3 clusters Score -2.168561e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 97869 members 
Entering Unmasked Estep 
Score: -21685798.000000 Penalty: 5924.224121
	Iteration 44Q: 3 clusters Score -2.16858e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -21685990.000000 Penalty: 5924.224121
	Iteration 45Q: 3 clusters Score -2.168599e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 100900 members 
Entering Unmasked Estep 
Score: -21686190.000000 Penalty: 5924.224121
	Iteration 46Q: 3 clusters Score -2.168619e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -21686350.000000 Penalty: 5924.224121
	Iteration 47Q: 3 clusters Score -2.168635e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -21686666.000000 Penalty: 5924.224121
	Iteration 48Q: 3 clusters Score -2.168667e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 106103 members 
Entering Unmasked Estep 
Score: -21686928.000000 Penalty: 5924.224121
	Iteration 49Q: 3 clusters Score -2.168693e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 108058 members 
Entering Unmasked Estep 
Score: -21687170.000000 Penalty: 5924.224121
	Iteration 50Q: 3 clusters Score -2.168717e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 110111 members 
Entering Unmasked Estep 
Score: -21687610.000000 Penalty: 5924.224121
	Iteration 51Q: 3 clusters Score -2.168761e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 112283 members 
Entering Unmasked Estep 
Score: -21688302.000000 Penalty: 5924.224121
	Iteration 52Q: 3 clusters Score -2.16883e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 114481 members 
Entering Unmasked Estep 
Score: -21688840.000000 Penalty: 5924.224121
	Iteration 53Q: 3 clusters Score -2.168884e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 116615 members 
Entering Unmasked Estep 
Score: -21689438.000000 Penalty: 5924.224121
	Iteration 54Q: 3 clusters Score -2.168944e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 118750 members 
Entering Unmasked Estep 
Score: -21690040.000000 Penalty: 5924.224121
	Iteration 55Q: 3 clusters Score -2.169004e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 120828 members 
Entering Unmasked Estep 
Score: -21690506.000000 Penalty: 5924.224121
	Iteration 56Q: 3 clusters Score -2.169051e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 122975 members 
Entering Unmasked Estep 
Score: -21691182.000000 Penalty: 5924.224121
	Iteration 57Q: 3 clusters Score -2.169118e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 125177 members 
Entering Unmasked Estep 
Score: -21691730.000000 Penalty: 5924.224121
	Iteration 58Q: 3 clusters Score -2.169173e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 127393 members 
Entering Unmasked Estep 
Score: -21692358.000000 Penalty: 5924.224121
	Iteration 59Q: 3 clusters Score -2.169236e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 129541 members 
Entering Unmasked Estep 
Score: -21693120.000000 Penalty: 5924.224121
	Iteration 60F: 3 clusters Score -2.169312e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 131627 members 
Entering Unmasked Estep 
Score: -21693916.000000 Penalty: 5924.224121
	Iteration 61Q: 3 clusters Score -2.169392e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 133651 members 
Entering Unmasked Estep 
Score: -21694770.000000 Penalty: 5924.224121
	Iteration 62Q: 3 clusters Score -2.169477e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 135461 members 
Entering Unmasked Estep 
Score: -21695488.000000 Penalty: 5924.224121
	Iteration 63Q: 3 clusters Score -2.169549e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 137168 members 
Entering Unmasked Estep 
Score: -21696298.000000 Penalty: 5924.224121
	Iteration 64Q: 3 clusters Score -2.16963e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 138679 members 
Entering Unmasked Estep 
Score: -21697032.000000 Penalty: 5924.224121
	Iteration 65Q: 3 clusters Score -2.169703e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -21697602.000000 Penalty: 5924.224121
	Iteration 66Q: 3 clusters Score -2.16976e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 141042 members 
Entering Unmasked Estep 
Score: -21697918.000000 Penalty: 5924.224121
	Iteration 67Q: 3 clusters Score -2.169792e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 141875 members 
Entering Unmasked Estep 
Score: -21697984.000000 Penalty: 5924.224121
	Iteration 68Q: 3 clusters Score -2.169798e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 142630 members 
Entering Unmasked Estep 
Score: -21698130.000000 Penalty: 5924.224121
	Iteration 69Q: 3 clusters Score -2.169813e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 143264 members 
Entering Unmasked Estep 
Score: -21698138.000000 Penalty: 5924.224121
	Iteration 70Q: 3 clusters Score -2.169814e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 143814 members 
Entering Unmasked Estep 
Score: -21698234.000000 Penalty: 5924.224121
	Iteration 71Q: 3 clusters Score -2.169823e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 144292 members 
Entering Unmasked Estep 
Score: -21698292.000000 Penalty: 5924.224121
	Iteration 72Q: 3 clusters Score -2.169829e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 144697 members 
Entering Unmasked Estep 
Score: -21698290.000000 Penalty: 5924.224121
	Iteration 73Q: 3 clusters Score -2.169829e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 145048 members 
Entering Unmasked Estep 
Score: -21698306.000000 Penalty: 5924.224121
	Iteration 74Q: 3 clusters Score -2.169831e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 145357 members 
Entering Unmasked Estep 
Score: -21698316.000000 Penalty: 5924.224121
	Iteration 75Q: 3 clusters Score -2.169832e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 145631 members 
Entering Unmasked Estep 
Score: -21698312.000000 Penalty: 5924.224121
	Iteration 76Q: 3 clusters Score -2.169831e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 145881 members 
Entering Unmasked Estep 
Score: -21698324.000000 Penalty: 5924.224121
	Iteration 77Q: 3 clusters Score -2.169832e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 146104 members 
Entering Unmasked Estep 
Score: -21698312.000000 Penalty: 5924.224121
	Iteration 78Q: 3 clusters Score -2.169831e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 146299 members 
Entering Unmasked Estep 
Score: -21698264.000000 Penalty: 5924.224121
	Iteration 79Q: 3 clusters Score -2.169826e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 146475 members 
Entering Unmasked Estep 
Score: -21698250.000000 Penalty: 5924.224121
	Iteration 80F: 3 clusters Score -2.169825e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 146638 members 
Entering Unmasked Estep 
Score: -21698292.000000 Penalty: 5924.224121
	Iteration 81Q: 3 clusters Score -2.169829e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 146782 members 
Entering Unmasked Estep 
Score: -21698282.000000 Penalty: 5924.224121
	Iteration 82Q: 3 clusters Score -2.169828e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 146919 members 
Entering Unmasked Estep 
Score: -21698298.000000 Penalty: 5924.224121
	Iteration 83Q: 3 clusters Score -2.16983e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 147032 members 
Entering Unmasked Estep 
Score: -21698282.000000 Penalty: 5924.224121
	Iteration 84Q: 3 clusters Score -2.169828e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 147132 members 
Entering Unmasked Estep 
Score: -21698280.000000 Penalty: 5924.224121
	Iteration 85Q: 3 clusters Score -2.169828e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 147219 members 
Entering Unmasked Estep 
Score: -21698286.000000 Penalty: 5924.224121
	Iteration 86Q: 3 clusters Score -2.169829e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -21698284.000000 Penalty: 5924.224121
	Iteration 87Q: 3 clusters Score -2.169828e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 147357 members 
Entering Unmasked Estep 
Score: -21698284.000000 Penalty: 5924.224121
	Iteration 88Q: 3 clusters Score -2.169828e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 147417 members 
Entering Unmasked Estep 
Score: -21698282.000000 Penalty: 5924.224121
	Iteration 89Q: 3 clusters Score -2.169828e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 147486 members 
Entering Unmasked Estep 
Score: -21698248.000000 Penalty: 5924.224121
	Iteration 90Q: 3 clusters Score -2.169825e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 147544 members 
Entering Unmasked Estep 
Score: -21698216.000000 Penalty: 5924.224121
	Iteration 91Q: 3 clusters Score -2.169822e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 147599 members 
Entering Unmasked Estep 
Score: -21698214.000000 Penalty: 5924.224121
	Iteration 92Q: 3 clusters Score -2.169821e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 147651 members 
Entering Unmasked Estep 
Score: -21698248.000000 Penalty: 5924.224121
	Iteration 93Q: 3 clusters Score -2.169825e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 147695 members 
Entering Unmasked Estep 
Score: -21698266.000000 Penalty: 5924.224121
	Iteration 94Q: 3 clusters Score -2.169827e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 147745 members 
Entering Unmasked Estep 
Score: -21698264.000000 Penalty: 5924.224121
	Iteration 95Q: 3 clusters Score -2.169826e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 147794 members 
Entering Unmasked Estep 
Score: -21698252.000000 Penalty: 5924.224121
	Iteration 96Q: 3 clusters Score -2.169825e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 147838 members 
Entering Unmasked Estep 
Score: -21698262.000000 Penalty: 5924.224121
	Iteration 97Q: 3 clusters Score -2.169826e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 147878 members 
Entering Unmasked Estep 
Score: -21698258.000000 Penalty: 5924.224121
	Iteration 98Q: 3 clusters Score -2.169826e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 147918 members 
Entering Unmasked Estep 
Score: -21698238.000000 Penalty: 5924.224121
	Iteration 99Q: 3 clusters Score -2.169824e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 147955 members 
Entering Unmasked Estep 
Score: -21698276.000000 Penalty: 5924.224121
	Iteration 100F: 3 clusters Score -2.169828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 147989 members 
Entering Unmasked Estep 
Score: -21698264.000000 Penalty: 5924.224121
	Iteration 101Q: 3 clusters Score -2.169826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 148014 members 
Entering Unmasked Estep 
Score: -21698224.000000 Penalty: 5924.224121
	Iteration 102Q: 3 clusters Score -2.169822e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 148042 members 
Entering Unmasked Estep 
Score: -21698232.000000 Penalty: 5924.224121
	Iteration 103Q: 3 clusters Score -2.169823e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 148065 members 
Entering Unmasked Estep 
Score: -21698196.000000 Penalty: 5924.224121
	Iteration 104Q: 3 clusters Score -2.16982e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 148085 members 
Entering Unmasked Estep 
Score: -21698212.000000 Penalty: 5924.224121
	Iteration 105Q: 3 clusters Score -2.169821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 148106 members 
Entering Unmasked Estep 
Score: -21698210.000000 Penalty: 5924.224121
	Iteration 106Q: 3 clusters Score -2.169821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 148123 members 
Entering Unmasked Estep 
Score: -21698210.000000 Penalty: 5924.224121
	Iteration 107Q: 3 clusters Score -2.169821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 148130 members 
Entering Unmasked Estep 
Score: -21698212.000000 Penalty: 5924.224121
	Iteration 108Q: 3 clusters Score -2.169821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 148140 members 
Entering Unmasked Estep 
Score: -21698214.000000 Penalty: 5924.224121
	Iteration 109Q: 3 clusters Score -2.169821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 148150 members 
Entering Unmasked Estep 
Score: -21698220.000000 Penalty: 5924.224121
	Iteration 110Q: 3 clusters Score -2.169822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 148156 members 
Entering Unmasked Estep 
Score: -21698214.000000 Penalty: 5924.224121
	Iteration 111Q: 3 clusters Score -2.169821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 148160 members 
Entering Unmasked Estep 
Score: -21698216.000000 Penalty: 5924.224121
	Iteration 112Q: 3 clusters Score -2.169822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 148168 members 
Entering Unmasked Estep 
Score: -21698214.000000 Penalty: 5924.224121
	Iteration 113Q: 3 clusters Score -2.169821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 148177 members 
Entering Unmasked Estep 
Score: -21698190.000000 Penalty: 5924.224121
	Iteration 114Q: 3 clusters Score -2.169819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 148187 members 
Entering Unmasked Estep 
Score: -21698184.000000 Penalty: 5924.224121
	Iteration 115Q: 3 clusters Score -2.169818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 148208 members 
Entering Unmasked Estep 
Score: -21698204.000000 Penalty: 5924.224121
	Iteration 116Q: 3 clusters Score -2.16982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 148222 members 
Entering Unmasked Estep 
Score: -21698202.000000 Penalty: 5924.224121
	Iteration 117Q: 3 clusters Score -2.16982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 148235 members 
Entering Unmasked Estep 
Score: -21698202.000000 Penalty: 5924.224121
	Iteration 118Q: 3 clusters Score -2.16982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 148247 members 
Entering Unmasked Estep 
Score: -21698196.000000 Penalty: 5924.224121
	Iteration 119Q: 3 clusters Score -2.16982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 148254 members 
Entering Unmasked Estep 
Score: -21698222.000000 Penalty: 5924.224121
	Iteration 120F: 3 clusters Score -2.169822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 148264 members 
Entering Unmasked Estep 
Score: -21698200.000000 Penalty: 5924.224121
	Iteration 121Q: 3 clusters Score -2.16982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 148275 members 
Entering Unmasked Estep 
Score: -21698222.000000 Penalty: 5924.224121
	Iteration 122Q: 3 clusters Score -2.169822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 148280 members 
Entering Unmasked Estep 
Score: -21698218.000000 Penalty: 5924.224121
	Iteration 123Q: 3 clusters Score -2.169822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -21698210.000000 Penalty: 5924.224121
	Iteration 124Q: 3 clusters Score -2.169821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 148298 members 
Entering Unmasked Estep 
Score: -21698192.000000 Penalty: 5924.224121
	Iteration 125Q: 3 clusters Score -2.169819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 148307 members 
Entering Unmasked Estep 
Score: -21698184.000000 Penalty: 5924.224121
	Iteration 126Q: 3 clusters Score -2.169818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 148315 members 
Entering Unmasked Estep 
Score: -21698182.000000 Penalty: 5924.224121
	Iteration 127Q: 3 clusters Score -2.169818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 148326 members 
Entering Unmasked Estep 
Score: -21698186.000000 Penalty: 5924.224121
	Iteration 128Q: 3 clusters Score -2.169819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 148335 members 
Entering Unmasked Estep 
Score: -21698180.000000 Penalty: 5924.224121
	Iteration 129Q: 3 clusters Score -2.169818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 148343 members 
Entering Unmasked Estep 
Score: -21698168.000000 Penalty: 5924.224121
	Iteration 130Q: 3 clusters Score -2.169817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 148344 members 
Entering Unmasked Estep 
Score: -21698172.000000 Penalty: 5924.224121
	Iteration 131Q: 3 clusters Score -2.169817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 148344 members 
Entering Unmasked Estep 
Score: -21698180.000000 Penalty: 5924.224121
	Iteration 132Q: 3 clusters Score -2.169818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 148345 members 
Entering Unmasked Estep 
Score: -21698176.000000 Penalty: 5924.224121
	Iteration 133Q: 3 clusters Score -2.169818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 148350 members 
Entering Unmasked Estep 
Score: -21698182.000000 Penalty: 5924.224121
	Iteration 134Q: 3 clusters Score -2.169818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 148357 members 
Entering Unmasked Estep 
Score: -21698174.000000 Penalty: 5924.224121
	Iteration 135Q: 3 clusters Score -2.169817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 148367 members 
Entering Unmasked Estep 
Score: -21698142.000000 Penalty: 5924.224121
	Iteration 136Q: 3 clusters Score -2.169814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 148372 members 
Entering Unmasked Estep 
Score: -21698138.000000 Penalty: 5924.224121
	Iteration 137Q: 3 clusters Score -2.169814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 148378 members 
Entering Unmasked Estep 
Score: -21698140.000000 Penalty: 5924.224121
	Iteration 138Q: 3 clusters Score -2.169814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 148385 members 
Entering Unmasked Estep 
Score: -21698148.000000 Penalty: 5924.224121
	Iteration 139Q: 3 clusters Score -2.169815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 148389 members 
Entering Unmasked Estep 
Score: -21698136.000000 Penalty: 5924.224121
	Iteration 140F: 3 clusters Score -2.169814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 148390 members 
Entering Unmasked Estep 
Score: -21698130.000000 Penalty: 5924.224121
	Iteration 141Q: 3 clusters Score -2.169813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 148390 members 
Entering Unmasked Estep 
Score: -21698130.000000 Penalty: 5924.224121
	Iteration 142F: 3 clusters Score -2.169813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 188368 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 31942 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 181822 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 14964 members 
Mstep: Class 12 contains 153649 members 
Mstep: Class 13 contains 23008 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 5501 members 
Mstep: Class 16 contains 135028 members 
Mstep: Class 17 contains 76 members 
Mstep: Class 18 contains 37366 members 
Mstep: Class 19 contains 148390 members 
Mstep: Class 20 contains 10816 members 
Entering Unmasked Estep 
Score: -146961584.000000 Penalty: 68805.593750
Splitting cluster 15 changes total score from -146958240.000000 to -146961584.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 18 (37366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Entering Unmasked Estep 
Score: -5105229.500000 Penalty: 2611.072266
	Iteration 0F: 2 clusters Score -5105230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -5079951.500000 Penalty: 5222.144531
	Iteration 0F: 3 clusters Score -5079952 nChanged 17082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5089287.500000 Penalty: 5222.144531
	Iteration 1F: 3 clusters Score -5089288 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -5089776.000000 Penalty: 5222.144531
	Iteration 2Q: 3 clusters Score -5089776 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -5090187.000000 Penalty: 5222.144531
	Iteration 3Q: 3 clusters Score -5090187 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -5090604.000000 Penalty: 5222.144531
	Iteration 4Q: 3 clusters Score -5090604 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -5091148.500000 Penalty: 5222.144531
	Iteration 5Q: 3 clusters Score -5091148 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -5092044.000000 Penalty: 5222.144531
	Iteration 6Q: 3 clusters Score -5092044 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -5093420.000000 Penalty: 5222.144531
	Iteration 7F: 3 clusters Score -5093420 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -5095463.500000 Penalty: 5222.144531
	Iteration 8F: 3 clusters Score -5095464 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -5098184.000000 Penalty: 5222.144531
	Iteration 9F: 3 clusters Score -5098184 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -5100903.500000 Penalty: 5222.144531
	Iteration 10F: 3 clusters Score -5100904 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5102889.500000 Penalty: 5222.144531
	Iteration 11F: 3 clusters Score -5102890 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -5103981.000000 Penalty: 5222.144531
	Iteration 12Q: 3 clusters Score -5103981 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -5104447.000000 Penalty: 5222.144531
	Iteration 13Q: 3 clusters Score -5104447 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -5104618.500000 Penalty: 5222.144531
	Iteration 14Q: 3 clusters Score -5104618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -5104672.000000 Penalty: 5222.144531
	Iteration 15Q: 3 clusters Score -5104672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -5104696.000000 Penalty: 5222.144531
	Iteration 16Q: 3 clusters Score -5104696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -5104699.500000 Penalty: 5222.144531
	Iteration 17Q: 3 clusters Score -5104700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -5104713.000000 Penalty: 5222.144531
	Iteration 18Q: 3 clusters Score -5104713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -5104715.500000 Penalty: 5222.144531
	Iteration 19Q: 3 clusters Score -5104716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -5104710.000000 Penalty: 5222.144531
	Iteration 20F: 3 clusters Score -5104710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -5104712.500000 Penalty: 5222.144531
	Iteration 21Q: 3 clusters Score -5104712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -5104707.000000 Penalty: 5222.144531
	Iteration 22Q: 3 clusters Score -5104707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -5104706.500000 Penalty: 5222.144531
	Iteration 23Q: 3 clusters Score -5104706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -5104710.500000 Penalty: 5222.144531
	Iteration 24Q: 3 clusters Score -5104710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -5104708.000000 Penalty: 5222.144531
	Iteration 25Q: 3 clusters Score -5104708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -5104710.000000 Penalty: 5222.144531
	Iteration 26Q: 3 clusters Score -5104710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -5104710.000000 Penalty: 5222.144531
	Iteration 27F: 3 clusters Score -5104710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Entering Unmasked Estep 
Score: -1535897.750000 Penalty: 2303.617920
	Iteration 0F: 2 clusters Score -1535898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1527721.500000 Penalty: 4607.235840
	Iteration 0F: 3 clusters Score -1527722 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1530174.125000 Penalty: 4607.235840
	Iteration 1F: 3 clusters Score -1530174 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1530496.375000 Penalty: 4607.235840
	Iteration 2F: 3 clusters Score -1530496 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1530747.500000 Penalty: 4607.235840
	Iteration 3F: 3 clusters Score -1530748 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1530983.500000 Penalty: 4607.235840
	Iteration 4Q: 3 clusters Score -1530984 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1531188.625000 Penalty: 4607.235840
	Iteration 5Q: 3 clusters Score -1531189 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1531389.750000 Penalty: 4607.235840
	Iteration 6Q: 3 clusters Score -1531390 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1531605.750000 Penalty: 4607.235840
	Iteration 7Q: 3 clusters Score -1531606 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1531805.875000 Penalty: 4607.235840
	Iteration 8Q: 3 clusters Score -1531806 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1532000.375000 Penalty: 4607.235840
	Iteration 9Q: 3 clusters Score -1532000 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1532224.625000 Penalty: 4607.235840
	Iteration 10Q: 3 clusters Score -1532225 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1532486.875000 Penalty: 4607.235840
	Iteration 11Q: 3 clusters Score -1532487 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1532747.000000 Penalty: 4607.235840
	Iteration 12Q: 3 clusters Score -1532747 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1533015.000000 Penalty: 4607.235840
	Iteration 13Q: 3 clusters Score -1533015 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1533252.000000 Penalty: 4607.235840
	Iteration 14Q: 3 clusters Score -1533252 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1533432.250000 Penalty: 4607.235840
	Iteration 15Q: 3 clusters Score -1533432 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1533568.500000 Penalty: 4607.235840
	Iteration 16Q: 3 clusters Score -1533568 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1533661.000000 Penalty: 4607.235840
	Iteration 17Q: 3 clusters Score -1533661 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1533733.875000 Penalty: 4607.235840
	Iteration 18Q: 3 clusters Score -1533734 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1533772.000000 Penalty: 4607.235840
	Iteration 19Q: 3 clusters Score -1533772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1533807.875000 Penalty: 4607.235840
	Iteration 20F: 3 clusters Score -1533808 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1533837.750000 Penalty: 4607.235840
	Iteration 21Q: 3 clusters Score -1533838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1533863.500000 Penalty: 4607.235840
	Iteration 22Q: 3 clusters Score -1533864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1533882.375000 Penalty: 4607.235840
	Iteration 23Q: 3 clusters Score -1533882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1533892.875000 Penalty: 4607.235840
	Iteration 24Q: 3 clusters Score -1533893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1533898.875000 Penalty: 4607.235840
	Iteration 25Q: 3 clusters Score -1533899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1533915.375000 Penalty: 4607.235840
	Iteration 26Q: 3 clusters Score -1533915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1533918.250000 Penalty: 4607.235840
	Iteration 27Q: 3 clusters Score -1533918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1533931.125000 Penalty: 4607.235840
	Iteration 28Q: 3 clusters Score -1533931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1533939.625000 Penalty: 4607.235840
	Iteration 29Q: 3 clusters Score -1533940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1533945.625000 Penalty: 4607.235840
	Iteration 30Q: 3 clusters Score -1533946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1533949.500000 Penalty: 4607.235840
	Iteration 31Q: 3 clusters Score -1533950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1533953.500000 Penalty: 4607.235840
	Iteration 32Q: 3 clusters Score -1533954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1533959.375000 Penalty: 4607.235840
	Iteration 33Q: 3 clusters Score -1533959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1533962.875000 Penalty: 4607.235840
	Iteration 34Q: 3 clusters Score -1533963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1533966.125000 Penalty: 4607.235840
	Iteration 35Q: 3 clusters Score -1533966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1533971.000000 Penalty: 4607.235840
	Iteration 36Q: 3 clusters Score -1533971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1533981.125000 Penalty: 4607.235840
	Iteration 37Q: 3 clusters Score -1533981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1533981.000000 Penalty: 4607.235840
	Iteration 38Q: 3 clusters Score -1533981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1533990.875000 Penalty: 4607.235840
	Iteration 39Q: 3 clusters Score -1533991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1533996.875000 Penalty: 4607.235840
	Iteration 40F: 3 clusters Score -1533997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1533999.500000 Penalty: 4607.235840
	Iteration 41Q: 3 clusters Score -1534000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1534007.750000 Penalty: 4607.235840
	Iteration 42Q: 3 clusters Score -1534008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1534016.750000 Penalty: 4607.235840
	Iteration 43Q: 3 clusters Score -1534017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1534022.375000 Penalty: 4607.235840
	Iteration 44Q: 3 clusters Score -1534022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1534027.500000 Penalty: 4607.235840
	Iteration 45Q: 3 clusters Score -1534028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1534033.000000 Penalty: 4607.235840
	Iteration 46Q: 3 clusters Score -1534033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1534041.875000 Penalty: 4607.235840
	Iteration 47Q: 3 clusters Score -1534042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1534047.125000 Penalty: 4607.235840
	Iteration 48Q: 3 clusters Score -1534047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1534056.875000 Penalty: 4607.235840
	Iteration 49Q: 3 clusters Score -1534057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1534064.125000 Penalty: 4607.235840
	Iteration 50Q: 3 clusters Score -1534064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1534070.125000 Penalty: 4607.235840
	Iteration 51Q: 3 clusters Score -1534070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1534078.750000 Penalty: 4607.235840
	Iteration 52Q: 3 clusters Score -1534079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1534080.250000 Penalty: 4607.235840
	Iteration 53Q: 3 clusters Score -1534080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1534081.500000 Penalty: 4607.235840
	Iteration 54Q: 3 clusters Score -1534082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1534081.250000 Penalty: 4607.235840
	Iteration 55Q: 3 clusters Score -1534081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1534080.125000 Penalty: 4607.235840
	Iteration 56Q: 3 clusters Score -1534080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1534081.125000 Penalty: 4607.235840
	Iteration 57Q: 3 clusters Score -1534081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1534085.375000 Penalty: 4607.235840
	Iteration 58Q: 3 clusters Score -1534085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1534085.125000 Penalty: 4607.235840
	Iteration 59Q: 3 clusters Score -1534085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1534085.750000 Penalty: 4607.235840
	Iteration 60F: 3 clusters Score -1534086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1534087.625000 Penalty: 4607.235840
	Iteration 61Q: 3 clusters Score -1534088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1534089.500000 Penalty: 4607.235840
	Iteration 62Q: 3 clusters Score -1534090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1534088.500000 Penalty: 4607.235840
	Iteration 63Q: 3 clusters Score -1534088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1534088.500000 Penalty: 4607.235840
	Iteration 64F: 3 clusters Score -1534088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 188368 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 31942 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 181822 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 12 contains 153649 members 
Mstep: Class 13 contains 23008 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 5501 members 
Mstep: Class 18 contains 37366 members 
Mstep: Class 20 contains 10816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146968416.000000 Penalty: 68805.593750
Iteration 79Q: 21 clusters Score -1.469684e+08 nChanged 18546
Entering Unmasked Mstep 
Mstep: Class 0 contains 1832 members 
Mstep: Class 1 contains 118770 members 
Mstep: Class 2 contains 220 members 
Mstep: Class 3 contains 779 members 
Mstep: Class 4 contains 188290 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 32819 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 184313 members 
Mstep: Class 9 contains 594 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 15048 members 
Mstep: Class 12 contains 154267 members 
Mstep: Class 13 contains 23986 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 5741 members 
Mstep: Class 16 contains 129214 members 
Mstep: Class 17 contains 78 members 
Mstep: Class 18 contains 37482 members 
Mstep: Class 19 contains 148927 members 
Mstep: Class 20 contains 10879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146970992.000000 Penalty: 68805.593750
Iteration 80F: 21 clusters Score -1.46971e+08 nChanged 19286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 117172 members 
Mstep: Class 2 contains 217 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 186145 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 33651 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 184953 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 16259 members 
Mstep: Class 12 contains 153070 members 
Mstep: Class 13 contains 24558 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 5919 members 
Mstep: Class 16 contains 128002 members 
Mstep: Class 17 contains 86 members 
Mstep: Class 18 contains 37359 members 
Mstep: Class 19 contains 151990 members 
Mstep: Class 20 contains 10623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146973424.000000 Penalty: 68805.593750
Iteration 81Q: 21 clusters Score -1.469734e+08 nChanged 15654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 115929 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 184568 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 34584 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 185303 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 17462 members 
Mstep: Class 12 contains 152120 members 
Mstep: Class 13 contains 25213 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 6144 members 
Mstep: Class 16 contains 126842 members 
Mstep: Class 17 contains 84 members 
Mstep: Class 18 contains 37254 members 
Mstep: Class 19 contains 153836 members 
Mstep: Class 20 contains 10398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146976080.000000 Penalty: 68805.593750
Iteration 82Q: 21 clusters Score -1.469761e+08 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 183421 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 35478 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 185563 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 18672 members 
Mstep: Class 12 contains 151154 members 
Mstep: Class 13 contains 25868 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 6391 members 
Mstep: Class 16 contains 125879 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 37172 members 
Mstep: Class 19 contains 154910 members 
Mstep: Class 20 contains 10202 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 21 clusters Score -1.469784e+08 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 113892 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 182564 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 36304 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 185725 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 19873 members 
Mstep: Class 12 contains 150379 members 
Mstep: Class 13 contains 26520 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 6680 members 
Mstep: Class 16 contains 125029 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 37087 members 
Mstep: Class 19 contains 155468 members 
Mstep: Class 20 contains 10024 members 
Entering Unmasked Estep 
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Iteration 84Q: 21 clusters Score -1.469807e+08 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 112984 members 
Mstep: Class 2 contains 214 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 181870 members 
Mstep: Class 5 contains 1488 members 
Mstep: Class 6 contains 37059 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 185874 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 21065 members 
Mstep: Class 12 contains 149660 members 
Mstep: Class 13 contains 27125 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 6987 members 
Mstep: Class 16 contains 124272 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 37010 members 
Mstep: Class 19 contains 155676 members 
Mstep: Class 20 contains 9895 members 
Entering Unmasked Estep 
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Score: -146982336.000000 Penalty: 68805.593750
Iteration 85Q: 21 clusters Score -1.469823e+08 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 112079 members 
Mstep: Class 2 contains 214 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 181301 members 
Mstep: Class 5 contains 1585 members 
Mstep: Class 6 contains 37698 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 186080 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 22209 members 
Mstep: Class 12 contains 148989 members 
Mstep: Class 13 contains 27705 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 7338 members 
Mstep: Class 16 contains 123485 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 36951 members 
Mstep: Class 19 contains 155768 members 
Mstep: Class 20 contains 9778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146984800.000000 Penalty: 68805.593750
Iteration 86Q: 21 clusters Score -1.469848e+08 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 213 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 180769 members 
Mstep: Class 5 contains 1706 members 
Mstep: Class 6 contains 38299 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 186323 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 23413 members 
Mstep: Class 12 contains 148299 members 
Mstep: Class 13 contains 28191 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 7711 members 
Mstep: Class 16 contains 122722 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 36868 members 
Mstep: Class 19 contains 155729 members 
Mstep: Class 20 contains 9657 members 
Entering Unmasked Estep 
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Score: -146986640.000000 Penalty: 68805.593750
Iteration 87Q: 21 clusters Score -1.469866e+08 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 110447 members 
Mstep: Class 2 contains 213 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 180156 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 38872 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 186556 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 24620 members 
Mstep: Class 12 contains 147697 members 
Mstep: Class 13 contains 28643 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 8102 members 
Mstep: Class 16 contains 122013 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 36804 members 
Mstep: Class 19 contains 155675 members 
Mstep: Class 20 contains 9551 members 
Entering Unmasked Estep 
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Iteration 88Q: 21 clusters Score -1.469888e+08 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 109595 members 
Mstep: Class 2 contains 213 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 179557 members 
Mstep: Class 5 contains 1961 members 
Mstep: Class 6 contains 39338 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 186772 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 25848 members 
Mstep: Class 12 contains 147068 members 
Mstep: Class 13 contains 29068 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 8489 members 
Mstep: Class 16 contains 121481 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 36769 members 
Mstep: Class 19 contains 155586 members 
Mstep: Class 20 contains 9437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146989808.000000 Penalty: 68805.593750
Iteration 89Q: 21 clusters Score -1.469898e+08 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 108738 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 178921 members 
Mstep: Class 5 contains 2093 members 
Mstep: Class 6 contains 39725 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 186957 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 27010 members 
Mstep: Class 12 contains 146528 members 
Mstep: Class 13 contains 29423 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 8908 members 
Mstep: Class 16 contains 121014 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 36716 members 
Mstep: Class 19 contains 155586 members 
Mstep: Class 20 contains 9352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146991456.000000 Penalty: 68805.593750
Iteration 90Q: 21 clusters Score -1.469915e+08 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 178348 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 40035 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 187179 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 28133 members 
Mstep: Class 12 contains 146008 members 
Mstep: Class 13 contains 29734 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 9339 members 
Mstep: Class 16 contains 120560 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 36646 members 
Mstep: Class 19 contains 155547 members 
Mstep: Class 20 contains 9290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146992400.000000 Penalty: 68805.593750
Iteration 91Q: 21 clusters Score -1.469924e+08 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 177887 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 40302 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 187294 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 29220 members 
Mstep: Class 12 contains 145494 members 
Mstep: Class 13 contains 30006 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 9771 members 
Mstep: Class 16 contains 120168 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 36544 members 
Mstep: Class 19 contains 155562 members 
Mstep: Class 20 contains 9250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146993120.000000 Penalty: 68805.593750
Iteration 92Q: 21 clusters Score -1.469931e+08 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 106421 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 177425 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 40562 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 187410 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 30185 members 
Mstep: Class 12 contains 145080 members 
Mstep: Class 13 contains 30235 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 10202 members 
Mstep: Class 16 contains 119832 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 36447 members 
Mstep: Class 19 contains 155542 members 
Mstep: Class 20 contains 9178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146994144.000000 Penalty: 68805.593750
Iteration 93Q: 21 clusters Score -1.469941e+08 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 105780 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 176969 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 40785 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 187571 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 31051 members 
Mstep: Class 12 contains 144732 members 
Mstep: Class 13 contains 30438 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 10654 members 
Mstep: Class 16 contains 119529 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 36379 members 
Mstep: Class 19 contains 155432 members 
Mstep: Class 20 contains 9108 members 
Entering Unmasked Estep 
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Score: -146995456.000000 Penalty: 68805.593750
Iteration 94Q: 21 clusters Score -1.469955e+08 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 105182 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 176524 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 40978 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 187731 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 31802 members 
Mstep: Class 12 contains 144556 members 
Mstep: Class 13 contains 30587 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 11112 members 
Mstep: Class 16 contains 119213 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 36285 members 
Mstep: Class 19 contains 155310 members 
Mstep: Class 20 contains 9066 members 
Entering Unmasked Estep 
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Score: -146996224.000000 Penalty: 68805.593750
Iteration 95Q: 21 clusters Score -1.469962e+08 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 104609 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 176020 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 41138 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 187888 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 32413 members 
Mstep: Class 12 contains 144372 members 
Mstep: Class 13 contains 30704 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 118953 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 36183 members 
Mstep: Class 19 contains 155353 members 
Mstep: Class 20 contains 9021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146996736.000000 Penalty: 68805.593750
Iteration 96Q: 21 clusters Score -1.469967e+08 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 104089 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 175491 members 
Mstep: Class 5 contains 2794 members 
Mstep: Class 6 contains 41279 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 188087 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 32854 members 
Mstep: Class 12 contains 144302 members 
Mstep: Class 13 contains 30820 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 12196 members 
Mstep: Class 16 contains 118731 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 36081 members 
Mstep: Class 19 contains 155272 members 
Mstep: Class 20 contains 8976 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 21 clusters Score -1.469973e+08 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 174943 members 
Mstep: Class 5 contains 2882 members 
Mstep: Class 6 contains 41427 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 188319 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 33206 members 
Mstep: Class 12 contains 144257 members 
Mstep: Class 13 contains 30960 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 12792 members 
Mstep: Class 16 contains 118553 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 35972 members 
Mstep: Class 19 contains 155231 members 
Mstep: Class 20 contains 8912 members 
Entering Unmasked Estep 
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Iteration 98Q: 21 clusters Score -1.469986e+08 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 102965 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 174429 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 188560 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 33501 members 
Mstep: Class 12 contains 144249 members 
Mstep: Class 13 contains 31075 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 13417 members 
Mstep: Class 16 contains 118405 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 35858 members 
Mstep: Class 19 contains 155130 members 
Mstep: Class 20 contains 8862 members 
Entering Unmasked Estep 
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Iteration 99Q: 21 clusters Score -1.469985e+08 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 173939 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 41623 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 188784 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 33725 members 
Mstep: Class 12 contains 144246 members 
Mstep: Class 13 contains 31164 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 14049 members 
Mstep: Class 16 contains 118294 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 18 contains 35741 members 
Mstep: Class 19 contains 155002 members 
Mstep: Class 20 contains 8834 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 21 clusters Score -1.470007e+08 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 101983 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 173343 members 
Mstep: Class 5 contains 3193 members 
Mstep: Class 6 contains 41688 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 188984 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 34119 members 
Mstep: Class 12 contains 144116 members 
Mstep: Class 13 contains 31232 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 14671 members 
Mstep: Class 16 contains 118163 members 
Mstep: Class 17 contains 99 members 
Mstep: Class 18 contains 35658 members 
Mstep: Class 19 contains 154988 members 
Mstep: Class 20 contains 8834 members 
Entering Unmasked Estep 
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Iteration 101Q: 21 clusters Score -1.470023e+08 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 101523 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 172823 members 
Mstep: Class 5 contains 3301 members 
Mstep: Class 6 contains 41748 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 189178 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 34421 members 
Mstep: Class 12 contains 143981 members 
Mstep: Class 13 contains 31277 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 15260 members 
Mstep: Class 16 contains 118035 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 35584 members 
Mstep: Class 19 contains 155000 members 
Mstep: Class 20 contains 8839 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -1.470031e+08 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 101080 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 172234 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 41820 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 189350 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 34673 members 
Mstep: Class 12 contains 143882 members 
Mstep: Class 13 contains 31319 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 117913 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 35513 members 
Mstep: Class 19 contains 155050 members 
Mstep: Class 20 contains 8829 members 
Entering Unmasked Estep 
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Iteration 103Q: 21 clusters Score -1.470032e+08 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 171661 members 
Mstep: Class 5 contains 3551 members 
Mstep: Class 6 contains 41884 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 189464 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 34872 members 
Mstep: Class 12 contains 143813 members 
Mstep: Class 13 contains 31362 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 16488 members 
Mstep: Class 16 contains 117795 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 35447 members 
Mstep: Class 19 contains 155198 members 
Mstep: Class 20 contains 8829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147004224.000000 Penalty: 68805.593750
Iteration 104Q: 21 clusters Score -1.470042e+08 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 100192 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 171089 members 
Mstep: Class 5 contains 3678 members 
Mstep: Class 6 contains 41927 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 189536 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 35108 members 
Mstep: Class 12 contains 143794 members 
Mstep: Class 13 contains 31392 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 17061 members 
Mstep: Class 16 contains 117659 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 35385 members 
Mstep: Class 19 contains 155339 members 
Mstep: Class 20 contains 8811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147004848.000000 Penalty: 68805.593750
Iteration 105Q: 21 clusters Score -1.470048e+08 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 99789 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 170580 members 
Mstep: Class 5 contains 3806 members 
Mstep: Class 6 contains 41977 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 189575 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 35270 members 
Mstep: Class 12 contains 143775 members 
Mstep: Class 13 contains 31399 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 17676 members 
Mstep: Class 16 contains 117511 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 35311 members 
Mstep: Class 19 contains 155519 members 
Mstep: Class 20 contains 8782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147005152.000000 Penalty: 68805.593750
Iteration 106Q: 21 clusters Score -1.470052e+08 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 99420 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 170107 members 
Mstep: Class 5 contains 3940 members 
Mstep: Class 6 contains 42006 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 189615 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 35424 members 
Mstep: Class 12 contains 143768 members 
Mstep: Class 13 contains 31420 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 18306 members 
Mstep: Class 16 contains 117395 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 35231 members 
Mstep: Class 19 contains 155568 members 
Mstep: Class 20 contains 8770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147005952.000000 Penalty: 68805.593750
Iteration 107Q: 21 clusters Score -1.47006e+08 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 169655 members 
Mstep: Class 5 contains 4076 members 
Mstep: Class 6 contains 42022 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189629 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 35541 members 
Mstep: Class 12 contains 143754 members 
Mstep: Class 13 contains 31444 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 18919 members 
Mstep: Class 16 contains 117249 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 35150 members 
Mstep: Class 19 contains 155671 members 
Mstep: Class 20 contains 8761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147006800.000000 Penalty: 68805.593750
Iteration 108Q: 21 clusters Score -1.470068e+08 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 98782 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 169225 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 42020 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 189644 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 35670 members 
Mstep: Class 12 contains 143758 members 
Mstep: Class 13 contains 31458 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 19520 members 
Mstep: Class 16 contains 117083 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 35070 members 
Mstep: Class 19 contains 155796 members 
Mstep: Class 20 contains 8742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147006720.000000 Penalty: 68805.593750
Iteration 109Q: 21 clusters Score -1.470067e+08 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 98526 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 168845 members 
Mstep: Class 5 contains 4307 members 
Mstep: Class 6 contains 42035 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 189673 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 35762 members 
Mstep: Class 12 contains 143753 members 
Mstep: Class 13 contains 31462 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 20126 members 
Mstep: Class 16 contains 116928 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 34986 members 
Mstep: Class 19 contains 155859 members 
Mstep: Class 20 contains 8707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147007392.000000 Penalty: 68805.593750
Iteration 110Q: 21 clusters Score -1.470074e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 168488 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 42051 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 189681 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 35844 members 
Mstep: Class 12 contains 143741 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 20683 members 
Mstep: Class 16 contains 116817 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 34887 members 
Mstep: Class 19 contains 155943 members 
Mstep: Class 20 contains 8689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147008144.000000 Penalty: 68805.593750
Iteration 111Q: 21 clusters Score -1.470081e+08 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 168175 members 
Mstep: Class 5 contains 4454 members 
Mstep: Class 6 contains 42057 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 189694 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 35935 members 
Mstep: Class 12 contains 143731 members 
Mstep: Class 13 contains 31490 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 21211 members 
Mstep: Class 16 contains 116701 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 34762 members 
Mstep: Class 19 contains 156026 members 
Mstep: Class 20 contains 8654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147008736.000000 Penalty: 68805.593750
Iteration 112Q: 21 clusters Score -1.470087e+08 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 97850 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 167826 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 42056 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189731 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36022 members 
Mstep: Class 12 contains 143711 members 
Mstep: Class 13 contains 31512 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 21762 members 
Mstep: Class 16 contains 116602 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 34638 members 
Mstep: Class 19 contains 156131 members 
Mstep: Class 20 contains 8624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147009408.000000 Penalty: 68805.593750
Iteration 113Q: 21 clusters Score -1.470094e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 97626 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 167578 members 
Mstep: Class 5 contains 4548 members 
Mstep: Class 6 contains 42066 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189762 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36094 members 
Mstep: Class 12 contains 143633 members 
Mstep: Class 13 contains 31522 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 16 contains 116497 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 34517 members 
Mstep: Class 19 contains 156180 members 
Mstep: Class 20 contains 8602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147009680.000000 Penalty: 68805.593750
Iteration 114Q: 21 clusters Score -1.470097e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 167313 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 42074 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189766 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36171 members 
Mstep: Class 12 contains 143567 members 
Mstep: Class 13 contains 31536 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 22900 members 
Mstep: Class 16 contains 116364 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 34419 members 
Mstep: Class 19 contains 156283 members 
Mstep: Class 20 contains 8587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147009968.000000 Penalty: 68805.593750
Iteration 115Q: 21 clusters Score -1.4701e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 167064 members 
Mstep: Class 5 contains 4620 members 
Mstep: Class 6 contains 42073 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189751 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36273 members 
Mstep: Class 12 contains 143505 members 
Mstep: Class 13 contains 31545 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 23466 members 
Mstep: Class 16 contains 116214 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 34327 members 
Mstep: Class 19 contains 156350 members 
Mstep: Class 20 contains 8566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147010048.000000 Penalty: 68805.593750
Iteration 116Q: 21 clusters Score -1.4701e+08 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 166894 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 42086 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189751 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36360 members 
Mstep: Class 12 contains 143397 members 
Mstep: Class 13 contains 31562 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 24031 members 
Mstep: Class 16 contains 116062 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 34231 members 
Mstep: Class 19 contains 156364 members 
Mstep: Class 20 contains 8550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147010800.000000 Penalty: 68805.593750
Iteration 117Q: 21 clusters Score -1.470108e+08 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 166723 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 42103 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189779 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36430 members 
Mstep: Class 12 contains 143276 members 
Mstep: Class 13 contains 31565 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 24590 members 
Mstep: Class 16 contains 115920 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 34151 members 
Mstep: Class 19 contains 156373 members 
Mstep: Class 20 contains 8541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147010560.000000 Penalty: 68805.593750
Iteration 118Q: 21 clusters Score -1.470106e+08 nChanged 2806
Entering ConstructFrom: 
Score: -147010560.000000 Penalty: 68805.593750
Entering ConstructFrom: 
Trying to split cluster 1 (96686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Entering Unmasked Estep 
Score: -13728438.000000 Penalty: 2846.847656
	Iteration 0F: 2 clusters Score -1.372844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -13664200.000000 Penalty: 5693.695312
	Iteration 0F: 3 clusters Score -1.36642e+07 nChanged 45628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -13690286.000000 Penalty: 5693.695312
	Iteration 1F: 3 clusters Score -1.369029e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -13691380.000000 Penalty: 5693.695312
	Iteration 2Q: 3 clusters Score -1.369138e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -13692610.000000 Penalty: 5693.695312
	Iteration 3Q: 3 clusters Score -1.369261e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -13694657.000000 Penalty: 5693.695312
	Iteration 4Q: 3 clusters Score -1.369466e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -13697458.000000 Penalty: 5693.695312
	Iteration 5F: 3 clusters Score -1.369746e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -13701627.000000 Penalty: 5693.695312
	Iteration 6F: 3 clusters Score -1.370163e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -13706645.000000 Penalty: 5693.695312
	Iteration 7F: 3 clusters Score -1.370664e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 59997 members 
Entering Unmasked Estep 
Score: -13711276.000000 Penalty: 5693.695312
	Iteration 8F: 3 clusters Score -1.371128e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -13713960.000000 Penalty: 5693.695312
	Iteration 9F: 3 clusters Score -1.371396e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -13715059.000000 Penalty: 5693.695312
	Iteration 10Q: 3 clusters Score -1.371506e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 64254 members 
Entering Unmasked Estep 
Score: -13715699.000000 Penalty: 5693.695312
	Iteration 11Q: 3 clusters Score -1.37157e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -13716214.000000 Penalty: 5693.695312
	Iteration 12Q: 3 clusters Score -1.371621e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -13716738.000000 Penalty: 5693.695312
	Iteration 13Q: 3 clusters Score -1.371674e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -13717135.000000 Penalty: 5693.695312
	Iteration 14Q: 3 clusters Score -1.371714e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -13717585.000000 Penalty: 5693.695312
	Iteration 15Q: 3 clusters Score -1.371758e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -13717976.000000 Penalty: 5693.695312
	Iteration 16Q: 3 clusters Score -1.371798e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -13718236.000000 Penalty: 5693.695312
	Iteration 17Q: 3 clusters Score -1.371824e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -13718632.000000 Penalty: 5693.695312
	Iteration 18Q: 3 clusters Score -1.371863e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -13719076.000000 Penalty: 5693.695312
	Iteration 19Q: 3 clusters Score -1.371908e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 75465 members 
Entering Unmasked Estep 
Score: -13719476.000000 Penalty: 5693.695312
	Iteration 20F: 3 clusters Score -1.371948e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -13719884.000000 Penalty: 5693.695312
	Iteration 21Q: 3 clusters Score -1.371988e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -13720325.000000 Penalty: 5693.695312
	Iteration 22Q: 3 clusters Score -1.372032e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 79217 members 
Entering Unmasked Estep 
Score: -13720788.000000 Penalty: 5693.695312
	Iteration 23Q: 3 clusters Score -1.372079e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -13721340.000000 Penalty: 5693.695312
	Iteration 24Q: 3 clusters Score -1.372134e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -13721774.000000 Penalty: 5693.695312
	Iteration 25Q: 3 clusters Score -1.372177e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -13722258.000000 Penalty: 5693.695312
	Iteration 26Q: 3 clusters Score -1.372226e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -13722692.000000 Penalty: 5693.695312
	Iteration 27Q: 3 clusters Score -1.372269e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -13723107.000000 Penalty: 5693.695312
	Iteration 28Q: 3 clusters Score -1.372311e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -13723495.000000 Penalty: 5693.695312
	Iteration 29Q: 3 clusters Score -1.37235e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
Score: -13723824.000000 Penalty: 5693.695312
	Iteration 30Q: 3 clusters Score -1.372382e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 88016 members 
Entering Unmasked Estep 
Score: -13724046.000000 Penalty: 5693.695312
	Iteration 31Q: 3 clusters Score -1.372405e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 88777 members 
Entering Unmasked Estep 
Score: -13724299.000000 Penalty: 5693.695312
	Iteration 32Q: 3 clusters Score -1.37243e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -13724494.000000 Penalty: 5693.695312
	Iteration 33Q: 3 clusters Score -1.372449e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 90084 members 
Entering Unmasked Estep 
Score: -13724692.000000 Penalty: 5693.695312
	Iteration 34Q: 3 clusters Score -1.372469e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -13724879.000000 Penalty: 5693.695312
	Iteration 35Q: 3 clusters Score -1.372488e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 91173 members 
Entering Unmasked Estep 
Score: -13725036.000000 Penalty: 5693.695312
	Iteration 36Q: 3 clusters Score -1.372504e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -13725190.000000 Penalty: 5693.695312
	Iteration 37Q: 3 clusters Score -1.372519e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 92056 members 
Entering Unmasked Estep 
Score: -13725354.000000 Penalty: 5693.695312
	Iteration 38Q: 3 clusters Score -1.372535e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -13725510.000000 Penalty: 5693.695312
	Iteration 39Q: 3 clusters Score -1.372551e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 92808 members 
Entering Unmasked Estep 
Score: -13725591.000000 Penalty: 5693.695312
	Iteration 40F: 3 clusters Score -1.372559e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 93131 members 
Entering Unmasked Estep 
Score: -13725718.000000 Penalty: 5693.695312
	Iteration 41Q: 3 clusters Score -1.372572e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 93399 members 
Entering Unmasked Estep 
Score: -13725814.000000 Penalty: 5693.695312
	Iteration 42Q: 3 clusters Score -1.372581e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -13725916.000000 Penalty: 5693.695312
	Iteration 43Q: 3 clusters Score -1.372592e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -13725977.000000 Penalty: 5693.695312
	Iteration 44Q: 3 clusters Score -1.372598e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 93974 members 
Entering Unmasked Estep 
Score: -13726036.000000 Penalty: 5693.695312
	Iteration 45Q: 3 clusters Score -1.372604e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 94115 members 
Entering Unmasked Estep 
Score: -13726040.000000 Penalty: 5693.695312
	Iteration 46Q: 3 clusters Score -1.372604e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 94230 members 
Entering Unmasked Estep 
Score: -13726082.000000 Penalty: 5693.695312
	Iteration 47Q: 3 clusters Score -1.372608e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 94333 members 
Entering Unmasked Estep 
Score: -13726095.000000 Penalty: 5693.695312
	Iteration 48Q: 3 clusters Score -1.37261e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -13726111.000000 Penalty: 5693.695312
	Iteration 49Q: 3 clusters Score -1.372611e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 94500 members 
Entering Unmasked Estep 
Score: -13726132.000000 Penalty: 5693.695312
	Iteration 50Q: 3 clusters Score -1.372613e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -13726134.000000 Penalty: 5693.695312
	Iteration 51Q: 3 clusters Score -1.372613e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 94632 members 
Entering Unmasked Estep 
Score: -13726166.000000 Penalty: 5693.695312
	Iteration 52Q: 3 clusters Score -1.372617e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 94697 members 
Entering Unmasked Estep 
Score: -13726165.000000 Penalty: 5693.695312
	Iteration 53Q: 3 clusters Score -1.372616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -13726162.000000 Penalty: 5693.695312
	Iteration 54Q: 3 clusters Score -1.372616e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -13726196.000000 Penalty: 5693.695312
	Iteration 55Q: 3 clusters Score -1.37262e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -13726200.000000 Penalty: 5693.695312
	Iteration 56Q: 3 clusters Score -1.37262e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
Score: -13726205.000000 Penalty: 5693.695312
	Iteration 57Q: 3 clusters Score -1.37262e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 94944 members 
Entering Unmasked Estep 
Score: -13726192.000000 Penalty: 5693.695312
	Iteration 58Q: 3 clusters Score -1.372619e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 94977 members 
Entering Unmasked Estep 
Score: -13726232.000000 Penalty: 5693.695312
	Iteration 59Q: 3 clusters Score -1.372623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -13726230.000000 Penalty: 5693.695312
	Iteration 60F: 3 clusters Score -1.372623e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -13726229.000000 Penalty: 5693.695312
	Iteration 61Q: 3 clusters Score -1.372623e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -13726250.000000 Penalty: 5693.695312
	Iteration 62Q: 3 clusters Score -1.372625e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -13726239.000000 Penalty: 5693.695312
	Iteration 63Q: 3 clusters Score -1.372624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 95105 members 
Entering Unmasked Estep 
Score: -13726244.000000 Penalty: 5693.695312
	Iteration 64Q: 3 clusters Score -1.372624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 95118 members 
Entering Unmasked Estep 
Score: -13726240.000000 Penalty: 5693.695312
	Iteration 65Q: 3 clusters Score -1.372624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -13726234.000000 Penalty: 5693.695312
	Iteration 66Q: 3 clusters Score -1.372623e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -13726247.000000 Penalty: 5693.695312
	Iteration 67Q: 3 clusters Score -1.372625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -13726248.000000 Penalty: 5693.695312
	Iteration 68Q: 3 clusters Score -1.372625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 95182 members 
Entering Unmasked Estep 
Score: -13726261.000000 Penalty: 5693.695312
	Iteration 69Q: 3 clusters Score -1.372626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -13726230.000000 Penalty: 5693.695312
	Iteration 70Q: 3 clusters Score -1.372623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 95196 members 
Entering Unmasked Estep 
Score: -13726237.000000 Penalty: 5693.695312
	Iteration 71Q: 3 clusters Score -1.372624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -13726240.000000 Penalty: 5693.695312
	Iteration 72Q: 3 clusters Score -1.372624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -13726242.000000 Penalty: 5693.695312
	Iteration 73Q: 3 clusters Score -1.372624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -13726243.000000 Penalty: 5693.695312
	Iteration 74Q: 3 clusters Score -1.372624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -13726258.000000 Penalty: 5693.695312
	Iteration 75Q: 3 clusters Score -1.372626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -13726245.000000 Penalty: 5693.695312
	Iteration 76Q: 3 clusters Score -1.372624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -13726255.000000 Penalty: 5693.695312
	Iteration 77Q: 3 clusters Score -1.372626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -13726252.000000 Penalty: 5693.695312
	Iteration 78Q: 3 clusters Score -1.372625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -13726245.000000 Penalty: 5693.695312
	Iteration 79Q: 3 clusters Score -1.372624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -13726254.000000 Penalty: 5693.695312
	Iteration 80F: 3 clusters Score -1.372625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -13726251.000000 Penalty: 5693.695312
	Iteration 81Q: 3 clusters Score -1.372625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 95244 members 
Entering Unmasked Estep 
Score: -13726252.000000 Penalty: 5693.695312
	Iteration 82Q: 3 clusters Score -1.372625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -13726261.000000 Penalty: 5693.695312
	Iteration 83Q: 3 clusters Score -1.372626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -13726261.000000 Penalty: 5693.695312
	Iteration 84Q: 3 clusters Score -1.372626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 95255 members 
Entering Unmasked Estep 
Score: -13726252.000000 Penalty: 5693.695312
	Iteration 85Q: 3 clusters Score -1.372625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
Score: -13726268.000000 Penalty: 5693.695312
	Iteration 86Q: 3 clusters Score -1.372627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -13726259.000000 Penalty: 5693.695312
	Iteration 87Q: 3 clusters Score -1.372626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 95262 members 
Entering Unmasked Estep 
Score: -13726267.000000 Penalty: 5693.695312
	Iteration 88Q: 3 clusters Score -1.372627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -13726269.000000 Penalty: 5693.695312
	Iteration 89Q: 3 clusters Score -1.372627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -13726274.000000 Penalty: 5693.695312
	Iteration 90Q: 3 clusters Score -1.372627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -13726276.000000 Penalty: 5693.695312
	Iteration 91Q: 3 clusters Score -1.372628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -13726267.000000 Penalty: 5693.695312
	Iteration 92Q: 3 clusters Score -1.372627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 95276 members 
Entering Unmasked Estep 
Score: -13726272.000000 Penalty: 5693.695312
	Iteration 93Q: 3 clusters Score -1.372627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -13726278.000000 Penalty: 5693.695312
	Iteration 94Q: 3 clusters Score -1.372628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -13726284.000000 Penalty: 5693.695312
	Iteration 95Q: 3 clusters Score -1.372628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -13726290.000000 Penalty: 5693.695312
	Iteration 96Q: 3 clusters Score -1.372629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -13726282.000000 Penalty: 5693.695312
	Iteration 97Q: 3 clusters Score -1.372628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -13726265.000000 Penalty: 5693.695312
	Iteration 98Q: 3 clusters Score -1.372626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 95316 members 
Entering Unmasked Estep 
Score: -13726284.000000 Penalty: 5693.695312
	Iteration 99Q: 3 clusters Score -1.372628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -13726279.000000 Penalty: 5693.695312
	Iteration 100F: 3 clusters Score -1.372628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -13726280.000000 Penalty: 5693.695312
	Iteration 101Q: 3 clusters Score -1.372628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -13726290.000000 Penalty: 5693.695312
	Iteration 102Q: 3 clusters Score -1.372629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -13726286.000000 Penalty: 5693.695312
	Iteration 103Q: 3 clusters Score -1.372629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -13726285.000000 Penalty: 5693.695312
	Iteration 104Q: 3 clusters Score -1.372628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -13726285.000000 Penalty: 5693.695312
	Iteration 105Q: 3 clusters Score -1.372628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -13726273.000000 Penalty: 5693.695312
	Iteration 106Q: 3 clusters Score -1.372627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 95339 members 
Entering Unmasked Estep 
Score: -13726271.000000 Penalty: 5693.695312
	Iteration 107Q: 3 clusters Score -1.372627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -13726275.000000 Penalty: 5693.695312
	Iteration 108Q: 3 clusters Score -1.372628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -13726259.000000 Penalty: 5693.695312
	Iteration 109Q: 3 clusters Score -1.372626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -13726252.000000 Penalty: 5693.695312
	Iteration 110Q: 3 clusters Score -1.372625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 95357 members 
Entering Unmasked Estep 
Score: -13726253.000000 Penalty: 5693.695312
	Iteration 111Q: 3 clusters Score -1.372625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -13726251.000000 Penalty: 5693.695312
	Iteration 112Q: 3 clusters Score -1.372625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -13726245.000000 Penalty: 5693.695312
	Iteration 113Q: 3 clusters Score -1.372624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -13726238.000000 Penalty: 5693.695312
	Iteration 114Q: 3 clusters Score -1.372624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -13726235.000000 Penalty: 5693.695312
	Iteration 115Q: 3 clusters Score -1.372624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 95375 members 
Entering Unmasked Estep 
Score: -13726244.000000 Penalty: 5693.695312
	Iteration 116Q: 3 clusters Score -1.372624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -13726244.000000 Penalty: 5693.695312
	Iteration 117Q: 3 clusters Score -1.372624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -13726244.000000 Penalty: 5693.695312
	Iteration 118F: 3 clusters Score -1.372624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -25972.353516 Penalty: 1327.260864
	Iteration 0F: 2 clusters Score -25972.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24903.121094 Penalty: 2654.521729
	Iteration 0F: 3 clusters Score -24903.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24964.513672 Penalty: 2654.521729
	Iteration 1F: 3 clusters Score -24964.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24968.369141 Penalty: 2654.521729
	Iteration 2Q: 3 clusters Score -24968.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24976.154297 Penalty: 2654.521729
	Iteration 3Q: 3 clusters Score -24976.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24976.154297 Penalty: 2654.521729
	Iteration 4F: 3 clusters Score -24976.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -93535.804688 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93535.8 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 383 members 
Entering Unmasked Estep 
Score: -91878.750000 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -91878.75 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92455.367188 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92455.37 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92865.195312 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92865.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93979.554688 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -93979.55 nChanged 83
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: -94252.757812 Penalty: 3304.913818
	Iteration 4F: 3 clusters Score -94252.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94405.914062 Penalty: 3304.913818
	Iteration 5F: 3 clusters Score -94405.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94532.507812 Penalty: 3304.913818
	Iteration 6F: 3 clusters Score -94532.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -94645.992188 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -94645.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94715.750000 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -94715.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -94807.117188 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -94807.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -94893.882812 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -94893.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -94977.406250 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -94977.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -95023.695312 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -95023.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -95063.828125 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -95063.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -95160.617188 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -95160.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -95276.335938 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -95276.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -95360.976562 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -95360.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -95470.101562 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -95470.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -95499.820312 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -95499.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -95508.171875 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -95508.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -95508.171875 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -95508.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 126 members 
Mstep: Class 4 contains 166587 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 42120 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189823 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36509 members 
Mstep: Class 12 contains 143149 members 
Mstep: Class 13 contains 31578 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 25131 members 
Mstep: Class 16 contains 115775 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 34086 members 
Mstep: Class 19 contains 156303 members 
Mstep: Class 20 contains 8531 members 
Mstep: Class 21 contains 657 members 
Entering Unmasked Estep 
Score: -147011136.000000 Penalty: 72245.875000
Splitting cluster 3 changes total score from -147010560.000000 to -147011136.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (166587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166587 members 
Entering Unmasked Estep 
Score: -23335482.000000 Penalty: 2981.771484
	Iteration 0F: 2 clusters Score -2.333548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
Score: -23232072.000000 Penalty: 5963.542969
	Iteration 0F: 3 clusters Score -2.323207e+07 nChanged 79880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83348 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -23278894.000000 Penalty: 5963.542969
	Iteration 1F: 3 clusters Score -2.327889e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83000 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -23279870.000000 Penalty: 5963.542969
	Iteration 2Q: 3 clusters Score -2.327987e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -23281264.000000 Penalty: 5963.542969
	Iteration 3Q: 3 clusters Score -2.328126e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -23282898.000000 Penalty: 5963.542969
	Iteration 4Q: 3 clusters Score -2.32829e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -23285256.000000 Penalty: 5963.542969
	Iteration 5Q: 3 clusters Score -2.328526e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -23288542.000000 Penalty: 5963.542969
	Iteration 6Q: 3 clusters Score -2.328854e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 90274 members 
Entering Unmasked Estep 
Score: -23292902.000000 Penalty: 5963.542969
	Iteration 7F: 3 clusters Score -2.32929e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -23298532.000000 Penalty: 5963.542969
	Iteration 8F: 3 clusters Score -2.329853e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -23305008.000000 Penalty: 5963.542969
	Iteration 9F: 3 clusters Score -2.330501e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 101036 members 
Entering Unmasked Estep 
Score: -23311290.000000 Penalty: 5963.542969
	Iteration 10F: 3 clusters Score -2.331129e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 104891 members 
Entering Unmasked Estep 
Score: -23316780.000000 Penalty: 5963.542969
	Iteration 11Q: 3 clusters Score -2.331678e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 108737 members 
Entering Unmasked Estep 
Score: -23320432.000000 Penalty: 5963.542969
	Iteration 12Q: 3 clusters Score -2.332043e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 112858 members 
Entering Unmasked Estep 
Score: -23322742.000000 Penalty: 5963.542969
	Iteration 13Q: 3 clusters Score -2.332274e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 117272 members 
Entering Unmasked Estep 
Score: -23324426.000000 Penalty: 5963.542969
	Iteration 14Q: 3 clusters Score -2.332443e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 121876 members 
Entering Unmasked Estep 
Score: -23326114.000000 Penalty: 5963.542969
	Iteration 15Q: 3 clusters Score -2.332611e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 126734 members 
Entering Unmasked Estep 
Score: -23328040.000000 Penalty: 5963.542969
	Iteration 16Q: 3 clusters Score -2.332804e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 131583 members 
Entering Unmasked Estep 
Score: -23330334.000000 Penalty: 5963.542969
	Iteration 17Q: 3 clusters Score -2.333033e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 136232 members 
Entering Unmasked Estep 
Score: -23332458.000000 Penalty: 5963.542969
	Iteration 18Q: 3 clusters Score -2.333246e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 140387 members 
Entering Unmasked Estep 
Score: -23334560.000000 Penalty: 5963.542969
	Iteration 19Q: 3 clusters Score -2.333456e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 143972 members 
Entering Unmasked Estep 
Score: -23336086.000000 Penalty: 5963.542969
	Iteration 20F: 3 clusters Score -2.333609e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 146906 members 
Entering Unmasked Estep 
Score: -23336864.000000 Penalty: 5963.542969
	Iteration 21Q: 3 clusters Score -2.333686e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 149349 members 
Entering Unmasked Estep 
Score: -23337114.000000 Penalty: 5963.542969
	Iteration 22Q: 3 clusters Score -2.333711e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 151417 members 
Entering Unmasked Estep 
Score: -23337214.000000 Penalty: 5963.542969
	Iteration 23Q: 3 clusters Score -2.333721e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -23337346.000000 Penalty: 5963.542969
	Iteration 24Q: 3 clusters Score -2.333735e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 154658 members 
Entering Unmasked Estep 
Score: -23337224.000000 Penalty: 5963.542969
	Iteration 25Q: 3 clusters Score -2.333722e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 155822 members 
Entering Unmasked Estep 
Score: -23336960.000000 Penalty: 5963.542969
	Iteration 26Q: 3 clusters Score -2.333696e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 156847 members 
Entering Unmasked Estep 
Score: -23336610.000000 Penalty: 5963.542969
	Iteration 27Q: 3 clusters Score -2.333661e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -23336400.000000 Penalty: 5963.542969
	Iteration 28Q: 3 clusters Score -2.33364e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -23336388.000000 Penalty: 5963.542969
	Iteration 29Q: 3 clusters Score -2.333639e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 159180 members 
Entering Unmasked Estep 
Score: -23336112.000000 Penalty: 5963.542969
	Iteration 30Q: 3 clusters Score -2.333611e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 159799 members 
Entering Unmasked Estep 
Score: -23335930.000000 Penalty: 5963.542969
	Iteration 31Q: 3 clusters Score -2.333593e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 160289 members 
Entering Unmasked Estep 
Score: -23335774.000000 Penalty: 5963.542969
	Iteration 32Q: 3 clusters Score -2.333577e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 160733 members 
Entering Unmasked Estep 
Score: -23335640.000000 Penalty: 5963.542969
	Iteration 33Q: 3 clusters Score -2.333564e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 161145 members 
Entering Unmasked Estep 
Score: -23335546.000000 Penalty: 5963.542969
	Iteration 34Q: 3 clusters Score -2.333555e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 161518 members 
Entering Unmasked Estep 
Score: -23335406.000000 Penalty: 5963.542969
	Iteration 35Q: 3 clusters Score -2.333541e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 161851 members 
Entering Unmasked Estep 
Score: -23335320.000000 Penalty: 5963.542969
	Iteration 36Q: 3 clusters Score -2.333532e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 162146 members 
Entering Unmasked Estep 
Score: -23335228.000000 Penalty: 5963.542969
	Iteration 37Q: 3 clusters Score -2.333523e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 162385 members 
Entering Unmasked Estep 
Score: -23335212.000000 Penalty: 5963.542969
	Iteration 38Q: 3 clusters Score -2.333521e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 162595 members 
Entering Unmasked Estep 
Score: -23335188.000000 Penalty: 5963.542969
	Iteration 39Q: 3 clusters Score -2.333519e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 162781 members 
Entering Unmasked Estep 
Score: -23335106.000000 Penalty: 5963.542969
	Iteration 40F: 3 clusters Score -2.333511e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 162936 members 
Entering Unmasked Estep 
Score: -23335100.000000 Penalty: 5963.542969
	Iteration 41Q: 3 clusters Score -2.33351e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 163086 members 
Entering Unmasked Estep 
Score: -23335014.000000 Penalty: 5963.542969
	Iteration 42Q: 3 clusters Score -2.333501e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 163220 members 
Entering Unmasked Estep 
Score: -23334960.000000 Penalty: 5963.542969
	Iteration 43Q: 3 clusters Score -2.333496e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 163333 members 
Entering Unmasked Estep 
Score: -23334888.000000 Penalty: 5963.542969
	Iteration 44Q: 3 clusters Score -2.333489e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 163445 members 
Entering Unmasked Estep 
Score: -23334828.000000 Penalty: 5963.542969
	Iteration 45Q: 3 clusters Score -2.333483e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 163562 members 
Entering Unmasked Estep 
Score: -23334764.000000 Penalty: 5963.542969
	Iteration 46Q: 3 clusters Score -2.333476e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 163657 members 
Entering Unmasked Estep 
Score: -23334694.000000 Penalty: 5963.542969
	Iteration 47Q: 3 clusters Score -2.333469e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 163746 members 
Entering Unmasked Estep 
Score: -23334618.000000 Penalty: 5963.542969
	Iteration 48Q: 3 clusters Score -2.333462e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 163824 members 
Entering Unmasked Estep 
Score: -23334596.000000 Penalty: 5963.542969
	Iteration 49Q: 3 clusters Score -2.33346e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -23334548.000000 Penalty: 5963.542969
	Iteration 50Q: 3 clusters Score -2.333455e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 163960 members 
Entering Unmasked Estep 
Score: -23334528.000000 Penalty: 5963.542969
	Iteration 51Q: 3 clusters Score -2.333453e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 164006 members 
Entering Unmasked Estep 
Score: -23334452.000000 Penalty: 5963.542969
	Iteration 52Q: 3 clusters Score -2.333445e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 164049 members 
Entering Unmasked Estep 
Score: -23334436.000000 Penalty: 5963.542969
	Iteration 53Q: 3 clusters Score -2.333444e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 164087 members 
Entering Unmasked Estep 
Score: -23334424.000000 Penalty: 5963.542969
	Iteration 54Q: 3 clusters Score -2.333442e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 164123 members 
Entering Unmasked Estep 
Score: -23334436.000000 Penalty: 5963.542969
	Iteration 55Q: 3 clusters Score -2.333444e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 164154 members 
Entering Unmasked Estep 
Score: -23334446.000000 Penalty: 5963.542969
	Iteration 56Q: 3 clusters Score -2.333445e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -23334436.000000 Penalty: 5963.542969
	Iteration 57Q: 3 clusters Score -2.333444e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 164221 members 
Entering Unmasked Estep 
Score: -23334420.000000 Penalty: 5963.542969
	Iteration 58Q: 3 clusters Score -2.333442e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 164254 members 
Entering Unmasked Estep 
Score: -23334390.000000 Penalty: 5963.542969
	Iteration 59Q: 3 clusters Score -2.333439e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 164286 members 
Entering Unmasked Estep 
Score: -23334374.000000 Penalty: 5963.542969
	Iteration 60F: 3 clusters Score -2.333437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 164307 members 
Entering Unmasked Estep 
Score: -23334402.000000 Penalty: 5963.542969
	Iteration 61Q: 3 clusters Score -2.33344e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 164325 members 
Entering Unmasked Estep 
Score: -23334386.000000 Penalty: 5963.542969
	Iteration 62Q: 3 clusters Score -2.333439e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 164341 members 
Entering Unmasked Estep 
Score: -23334376.000000 Penalty: 5963.542969
	Iteration 63Q: 3 clusters Score -2.333438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 164354 members 
Entering Unmasked Estep 
Score: -23334352.000000 Penalty: 5963.542969
	Iteration 64Q: 3 clusters Score -2.333435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 164368 members 
Entering Unmasked Estep 
Score: -23334338.000000 Penalty: 5963.542969
	Iteration 65Q: 3 clusters Score -2.333434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 164378 members 
Entering Unmasked Estep 
Score: -23334360.000000 Penalty: 5963.542969
	Iteration 66Q: 3 clusters Score -2.333436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 164394 members 
Entering Unmasked Estep 
Score: -23334330.000000 Penalty: 5963.542969
	Iteration 67Q: 3 clusters Score -2.333433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 164409 members 
Entering Unmasked Estep 
Score: -23334308.000000 Penalty: 5963.542969
	Iteration 68Q: 3 clusters Score -2.333431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -23334290.000000 Penalty: 5963.542969
	Iteration 69Q: 3 clusters Score -2.333429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 164432 members 
Entering Unmasked Estep 
Score: -23334294.000000 Penalty: 5963.542969
	Iteration 70Q: 3 clusters Score -2.333429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 164454 members 
Entering Unmasked Estep 
Score: -23334288.000000 Penalty: 5963.542969
	Iteration 71Q: 3 clusters Score -2.333429e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 164483 members 
Entering Unmasked Estep 
Score: -23334254.000000 Penalty: 5963.542969
	Iteration 72Q: 3 clusters Score -2.333425e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 164505 members 
Entering Unmasked Estep 
Score: -23334236.000000 Penalty: 5963.542969
	Iteration 73Q: 3 clusters Score -2.333424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 164530 members 
Entering Unmasked Estep 
Score: -23334214.000000 Penalty: 5963.542969
	Iteration 74Q: 3 clusters Score -2.333421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 164548 members 
Entering Unmasked Estep 
Score: -23334208.000000 Penalty: 5963.542969
	Iteration 75Q: 3 clusters Score -2.333421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 164573 members 
Entering Unmasked Estep 
Score: -23334192.000000 Penalty: 5963.542969
	Iteration 76Q: 3 clusters Score -2.333419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 164589 members 
Entering Unmasked Estep 
Score: -23334186.000000 Penalty: 5963.542969
	Iteration 77Q: 3 clusters Score -2.333419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 164611 members 
Entering Unmasked Estep 
Score: -23334178.000000 Penalty: 5963.542969
	Iteration 78Q: 3 clusters Score -2.333418e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 164635 members 
Entering Unmasked Estep 
Score: -23334168.000000 Penalty: 5963.542969
	Iteration 79Q: 3 clusters Score -2.333417e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 164661 members 
Entering Unmasked Estep 
Score: -23334128.000000 Penalty: 5963.542969
	Iteration 80F: 3 clusters Score -2.333413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 164681 members 
Entering Unmasked Estep 
Score: -23334108.000000 Penalty: 5963.542969
	Iteration 81Q: 3 clusters Score -2.333411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 164700 members 
Entering Unmasked Estep 
Score: -23334084.000000 Penalty: 5963.542969
	Iteration 82Q: 3 clusters Score -2.333408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -23334084.000000 Penalty: 5963.542969
	Iteration 83Q: 3 clusters Score -2.333408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 164741 members 
Entering Unmasked Estep 
Score: -23334072.000000 Penalty: 5963.542969
	Iteration 84Q: 3 clusters Score -2.333407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 164753 members 
Entering Unmasked Estep 
Score: -23334074.000000 Penalty: 5963.542969
	Iteration 85Q: 3 clusters Score -2.333407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 164760 members 
Entering Unmasked Estep 
Score: -23334064.000000 Penalty: 5963.542969
	Iteration 86Q: 3 clusters Score -2.333406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 164775 members 
Entering Unmasked Estep 
Score: -23334058.000000 Penalty: 5963.542969
	Iteration 87Q: 3 clusters Score -2.333406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 164786 members 
Entering Unmasked Estep 
Score: -23334064.000000 Penalty: 5963.542969
	Iteration 88Q: 3 clusters Score -2.333406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 164796 members 
Entering Unmasked Estep 
Score: -23334038.000000 Penalty: 5963.542969
	Iteration 89Q: 3 clusters Score -2.333404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 164813 members 
Entering Unmasked Estep 
Score: -23334016.000000 Penalty: 5963.542969
	Iteration 90Q: 3 clusters Score -2.333402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 164828 members 
Entering Unmasked Estep 
Score: -23333994.000000 Penalty: 5963.542969
	Iteration 91Q: 3 clusters Score -2.333399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 164839 members 
Entering Unmasked Estep 
Score: -23333988.000000 Penalty: 5963.542969
	Iteration 92Q: 3 clusters Score -2.333399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 164848 members 
Entering Unmasked Estep 
Score: -23333974.000000 Penalty: 5963.542969
	Iteration 93Q: 3 clusters Score -2.333397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 164856 members 
Entering Unmasked Estep 
Score: -23333980.000000 Penalty: 5963.542969
	Iteration 94Q: 3 clusters Score -2.333398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 164861 members 
Entering Unmasked Estep 
Score: -23333960.000000 Penalty: 5963.542969
	Iteration 95Q: 3 clusters Score -2.333396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 164867 members 
Entering Unmasked Estep 
Score: -23333962.000000 Penalty: 5963.542969
	Iteration 96Q: 3 clusters Score -2.333396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 164870 members 
Entering Unmasked Estep 
Score: -23333972.000000 Penalty: 5963.542969
	Iteration 97Q: 3 clusters Score -2.333397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 164875 members 
Entering Unmasked Estep 
Score: -23333982.000000 Penalty: 5963.542969
	Iteration 98Q: 3 clusters Score -2.333398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 164875 members 
Entering Unmasked Estep 
Score: -23333982.000000 Penalty: 5963.542969
	Iteration 99F: 3 clusters Score -2.333398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Entering Unmasked Estep 
Score: -659441.187500 Penalty: 2096.443359
	Iteration 0F: 2 clusters Score -659441.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -655162.437500 Penalty: 4192.886719
	Iteration 0F: 3 clusters Score -655162.4 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -656520.187500 Penalty: 4192.886719
	Iteration 1F: 3 clusters Score -656520.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -657033.937500 Penalty: 4192.886719
	Iteration 2F: 3 clusters Score -657033.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -657418.000000 Penalty: 4192.886719
	Iteration 3F: 3 clusters Score -657418 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -657718.750000 Penalty: 4192.886719
	Iteration 4F: 3 clusters Score -657718.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -657999.500000 Penalty: 4192.886719
	Iteration 5F: 3 clusters Score -657999.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -658255.562500 Penalty: 4192.886719
	Iteration 6F: 3 clusters Score -658255.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -658503.187500 Penalty: 4192.886719
	Iteration 7Q: 3 clusters Score -658503.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -658700.625000 Penalty: 4192.886719
	Iteration 8Q: 3 clusters Score -658700.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -658830.000000 Penalty: 4192.886719
	Iteration 9Q: 3 clusters Score -658830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -658946.937500 Penalty: 4192.886719
	Iteration 10Q: 3 clusters Score -658946.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -659081.375000 Penalty: 4192.886719
	Iteration 11Q: 3 clusters Score -659081.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -659225.562500 Penalty: 4192.886719
	Iteration 12Q: 3 clusters Score -659225.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -659354.437500 Penalty: 4192.886719
	Iteration 13Q: 3 clusters Score -659354.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -659401.187500 Penalty: 4192.886719
	Iteration 14Q: 3 clusters Score -659401.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -659417.687500 Penalty: 4192.886719
	Iteration 15Q: 3 clusters Score -659417.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -659426.312500 Penalty: 4192.886719
	Iteration 16Q: 3 clusters Score -659426.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -659430.000000 Penalty: 4192.886719
	Iteration 17Q: 3 clusters Score -659430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -659433.750000 Penalty: 4192.886719
	Iteration 18Q: 3 clusters Score -659433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -659434.375000 Penalty: 4192.886719
	Iteration 19Q: 3 clusters Score -659434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -659435.062500 Penalty: 4192.886719
	Iteration 20F: 3 clusters Score -659435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -659437.125000 Penalty: 4192.886719
	Iteration 21Q: 3 clusters Score -659437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -659438.625000 Penalty: 4192.886719
	Iteration 22Q: 3 clusters Score -659438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -659438.625000 Penalty: 4192.886719
	Iteration 23F: 3 clusters Score -659438.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Entering Unmasked Estep 
Score: -6016349.500000 Penalty: 2640.772949
	Iteration 0F: 2 clusters Score -6016350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -5987895.000000 Penalty: 5281.545898
	Iteration 0F: 3 clusters Score -5987895 nChanged 19206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -5998303.000000 Penalty: 5281.545898
	Iteration 1F: 3 clusters Score -5998303 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -5998795.500000 Penalty: 5281.545898
	Iteration 2Q: 3 clusters Score -5998796 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -5999193.500000 Penalty: 5281.545898
	Iteration 3Q: 3 clusters Score -5999194 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -5999683.500000 Penalty: 5281.545898
	Iteration 4Q: 3 clusters Score -5999684 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -6000328.500000 Penalty: 5281.545898
	Iteration 5Q: 3 clusters Score -6000328 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -6001174.500000 Penalty: 5281.545898
	Iteration 6Q: 3 clusters Score -6001174 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -6002349.500000 Penalty: 5281.545898
	Iteration 7F: 3 clusters Score -6002350 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -6004104.500000 Penalty: 5281.545898
	Iteration 8F: 3 clusters Score -6004104 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -6006380.500000 Penalty: 5281.545898
	Iteration 9F: 3 clusters Score -6006380 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -6008762.000000 Penalty: 5281.545898
	Iteration 10F: 3 clusters Score -6008762 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -6010735.000000 Penalty: 5281.545898
	Iteration 11F: 3 clusters Score -6010735 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -6012021.000000 Penalty: 5281.545898
	Iteration 12Q: 3 clusters Score -6012021 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6012818.500000 Penalty: 5281.545898
	Iteration 13Q: 3 clusters Score -6012818 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6013257.000000 Penalty: 5281.545898
	Iteration 14Q: 3 clusters Score -6013257 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6013517.000000 Penalty: 5281.545898
	Iteration 15Q: 3 clusters Score -6013517 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6013672.000000 Penalty: 5281.545898
	Iteration 16Q: 3 clusters Score -6013672 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6013762.000000 Penalty: 5281.545898
	Iteration 17Q: 3 clusters Score -6013762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6013815.500000 Penalty: 5281.545898
	Iteration 18Q: 3 clusters Score -6013816 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6013867.500000 Penalty: 5281.545898
	Iteration 19Q: 3 clusters Score -6013868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6013897.000000 Penalty: 5281.545898
	Iteration 20F: 3 clusters Score -6013897 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6013924.500000 Penalty: 5281.545898
	Iteration 21Q: 3 clusters Score -6013924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6013957.500000 Penalty: 5281.545898
	Iteration 22Q: 3 clusters Score -6013958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6013974.000000 Penalty: 5281.545898
	Iteration 23Q: 3 clusters Score -6013974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6013996.000000 Penalty: 5281.545898
	Iteration 24Q: 3 clusters Score -6013996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6013995.500000 Penalty: 5281.545898
	Iteration 25Q: 3 clusters Score -6013996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6014012.000000 Penalty: 5281.545898
	Iteration 26Q: 3 clusters Score -6014012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6014023.500000 Penalty: 5281.545898
	Iteration 27Q: 3 clusters Score -6014024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6014037.000000 Penalty: 5281.545898
	Iteration 28Q: 3 clusters Score -6014037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6014046.000000 Penalty: 5281.545898
	Iteration 29Q: 3 clusters Score -6014046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6014055.000000 Penalty: 5281.545898
	Iteration 30Q: 3 clusters Score -6014055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6014058.000000 Penalty: 5281.545898
	Iteration 31Q: 3 clusters Score -6014058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6014061.500000 Penalty: 5281.545898
	Iteration 32Q: 3 clusters Score -6014062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6014066.500000 Penalty: 5281.545898
	Iteration 33Q: 3 clusters Score -6014066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6014073.000000 Penalty: 5281.545898
	Iteration 34Q: 3 clusters Score -6014073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6014075.000000 Penalty: 5281.545898
	Iteration 35Q: 3 clusters Score -6014075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6014079.000000 Penalty: 5281.545898
	Iteration 36Q: 3 clusters Score -6014079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6014086.500000 Penalty: 5281.545898
	Iteration 37Q: 3 clusters Score -6014086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6014085.000000 Penalty: 5281.545898
	Iteration 38Q: 3 clusters Score -6014085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6014085.000000 Penalty: 5281.545898
	Iteration 39Q: 3 clusters Score -6014085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6014085.000000 Penalty: 5281.545898
	Iteration 40F: 3 clusters Score -6014085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -326616.093750 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -326616.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -323794.625000 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -323794.6 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -324576.375000 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -324576.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -325047.281250 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -325047.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -325391.312500 Penalty: 3852.562988
	Iteration 3F: 3 clusters Score -325391.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -325621.875000 Penalty: 3852.562988
	Iteration 4F: 3 clusters Score -325621.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -325786.031250 Penalty: 3852.562988
	Iteration 5F: 3 clusters Score -325786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -325894.812500 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -325894.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -325984.093750 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -325984.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -326047.500000 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -326047.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -326081.156250 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -326081.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -326091.906250 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -326091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -326099.531250 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -326099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -326102.312500 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -326102.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -326102.312500 Penalty: 3852.562988
	Iteration 13F: 3 clusters Score -326102.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (189823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189823 members 
Entering Unmasked Estep 
Score: -26935672.000000 Penalty: 3014.154297
	Iteration 0F: 2 clusters Score -2.693567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -26839198.000000 Penalty: 6028.308594
	Iteration 0F: 3 clusters Score -2.68392e+07 nChanged 91233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91982 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -26892758.000000 Penalty: 6028.308594
	Iteration 1F: 3 clusters Score -2.689276e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89604 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -26894380.000000 Penalty: 6028.308594
	Iteration 2Q: 3 clusters Score -2.689438e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 103709 members 
Entering Unmasked Estep 
Score: -26896820.000000 Penalty: 6028.308594
	Iteration 3Q: 3 clusters Score -2.689682e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -26900106.000000 Penalty: 6028.308594
	Iteration 4Q: 3 clusters Score -2.690011e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 116400 members 
Entering Unmasked Estep 
Score: -26905062.000000 Penalty: 6028.308594
	Iteration 5F: 3 clusters Score -2.690506e+07 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 126412 members 
Entering Unmasked Estep 
Score: -26912248.000000 Penalty: 6028.308594
	Iteration 6F: 3 clusters Score -2.691225e+07 nChanged 14032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 138204 members 
Entering Unmasked Estep 
Score: -26920994.000000 Penalty: 6028.308594
	Iteration 7F: 3 clusters Score -2.692099e+07 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 149457 members 
Entering Unmasked Estep 
Score: -26930522.000000 Penalty: 6028.308594
	Iteration 8F: 3 clusters Score -2.693052e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -26936946.000000 Penalty: 6028.308594
	Iteration 9F: 3 clusters Score -2.693695e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 163285 members 
Entering Unmasked Estep 
Score: -26939338.000000 Penalty: 6028.308594
	Iteration 10Q: 3 clusters Score -2.693934e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 167172 members 
Entering Unmasked Estep 
Score: -26939644.000000 Penalty: 6028.308594
	Iteration 11Q: 3 clusters Score -2.693964e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 170303 members 
Entering Unmasked Estep 
Score: -26939632.000000 Penalty: 6028.308594
	Iteration 12Q: 3 clusters Score -2.693963e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 173001 members 
Entering Unmasked Estep 
Score: -26939138.000000 Penalty: 6028.308594
	Iteration 13Q: 3 clusters Score -2.693914e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 175419 members 
Entering Unmasked Estep 
Score: -26938334.000000 Penalty: 6028.308594
	Iteration 14Q: 3 clusters Score -2.693833e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 177516 members 
Entering Unmasked Estep 
Score: -26937674.000000 Penalty: 6028.308594
	Iteration 15Q: 3 clusters Score -2.693767e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 179332 members 
Entering Unmasked Estep 
Score: -26936776.000000 Penalty: 6028.308594
	Iteration 16Q: 3 clusters Score -2.693678e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 180878 members 
Entering Unmasked Estep 
Score: -26936210.000000 Penalty: 6028.308594
	Iteration 17Q: 3 clusters Score -2.693621e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 182205 members 
Entering Unmasked Estep 
Score: -26935644.000000 Penalty: 6028.308594
	Iteration 18Q: 3 clusters Score -2.693564e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 183355 members 
Entering Unmasked Estep 
Score: -26935244.000000 Penalty: 6028.308594
	Iteration 19Q: 3 clusters Score -2.693524e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 184353 members 
Entering Unmasked Estep 
Score: -26934966.000000 Penalty: 6028.308594
	Iteration 20F: 3 clusters Score -2.693497e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 185215 members 
Entering Unmasked Estep 
Score: -26934764.000000 Penalty: 6028.308594
	Iteration 21Q: 3 clusters Score -2.693476e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 185902 members 
Entering Unmasked Estep 
Score: -26934690.000000 Penalty: 6028.308594
	Iteration 22Q: 3 clusters Score -2.693469e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 186435 members 
Entering Unmasked Estep 
Score: -26934614.000000 Penalty: 6028.308594
	Iteration 23Q: 3 clusters Score -2.693461e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 186837 members 
Entering Unmasked Estep 
Score: -26934550.000000 Penalty: 6028.308594
	Iteration 24Q: 3 clusters Score -2.693455e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 187128 members 
Entering Unmasked Estep 
Score: -26934490.000000 Penalty: 6028.308594
	Iteration 25Q: 3 clusters Score -2.693449e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 187380 members 
Entering Unmasked Estep 
Score: -26934430.000000 Penalty: 6028.308594
	Iteration 26Q: 3 clusters Score -2.693443e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 187584 members 
Entering Unmasked Estep 
Score: -26934432.000000 Penalty: 6028.308594
	Iteration 27Q: 3 clusters Score -2.693443e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 187769 members 
Entering Unmasked Estep 
Score: -26934430.000000 Penalty: 6028.308594
	Iteration 28Q: 3 clusters Score -2.693443e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 187901 members 
Entering Unmasked Estep 
Score: -26934466.000000 Penalty: 6028.308594
	Iteration 29Q: 3 clusters Score -2.693447e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 187991 members 
Entering Unmasked Estep 
Score: -26934474.000000 Penalty: 6028.308594
	Iteration 30Q: 3 clusters Score -2.693447e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 188066 members 
Entering Unmasked Estep 
Score: -26934444.000000 Penalty: 6028.308594
	Iteration 31Q: 3 clusters Score -2.693444e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 188120 members 
Entering Unmasked Estep 
Score: -26934444.000000 Penalty: 6028.308594
	Iteration 32Q: 3 clusters Score -2.693444e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 188173 members 
Entering Unmasked Estep 
Score: -26934442.000000 Penalty: 6028.308594
	Iteration 33Q: 3 clusters Score -2.693444e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 188221 members 
Entering Unmasked Estep 
Score: -26934432.000000 Penalty: 6028.308594
	Iteration 34Q: 3 clusters Score -2.693443e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 188256 members 
Entering Unmasked Estep 
Score: -26934446.000000 Penalty: 6028.308594
	Iteration 35Q: 3 clusters Score -2.693445e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 188288 members 
Entering Unmasked Estep 
Score: -26934470.000000 Penalty: 6028.308594
	Iteration 36Q: 3 clusters Score -2.693447e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 188308 members 
Entering Unmasked Estep 
Score: -26934456.000000 Penalty: 6028.308594
	Iteration 37Q: 3 clusters Score -2.693446e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 188334 members 
Entering Unmasked Estep 
Score: -26934464.000000 Penalty: 6028.308594
	Iteration 38Q: 3 clusters Score -2.693446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 188353 members 
Entering Unmasked Estep 
Score: -26934480.000000 Penalty: 6028.308594
	Iteration 39Q: 3 clusters Score -2.693448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 188372 members 
Entering Unmasked Estep 
Score: -26934450.000000 Penalty: 6028.308594
	Iteration 40F: 3 clusters Score -2.693445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 188390 members 
Entering Unmasked Estep 
Score: -26934412.000000 Penalty: 6028.308594
	Iteration 41Q: 3 clusters Score -2.693441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 188400 members 
Entering Unmasked Estep 
Score: -26934402.000000 Penalty: 6028.308594
	Iteration 42Q: 3 clusters Score -2.69344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 188406 members 
Entering Unmasked Estep 
Score: -26934402.000000 Penalty: 6028.308594
	Iteration 43Q: 3 clusters Score -2.69344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 188413 members 
Entering Unmasked Estep 
Score: -26934412.000000 Penalty: 6028.308594
	Iteration 44Q: 3 clusters Score -2.693441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 188418 members 
Entering Unmasked Estep 
Score: -26934404.000000 Penalty: 6028.308594
	Iteration 45Q: 3 clusters Score -2.69344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 188424 members 
Entering Unmasked Estep 
Score: -26934394.000000 Penalty: 6028.308594
	Iteration 46Q: 3 clusters Score -2.693439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 188429 members 
Entering Unmasked Estep 
Score: -26934402.000000 Penalty: 6028.308594
	Iteration 47Q: 3 clusters Score -2.69344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 188434 members 
Entering Unmasked Estep 
Score: -26934400.000000 Penalty: 6028.308594
	Iteration 48Q: 3 clusters Score -2.69344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 188437 members 
Entering Unmasked Estep 
Score: -26934394.000000 Penalty: 6028.308594
	Iteration 49Q: 3 clusters Score -2.693439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 188439 members 
Entering Unmasked Estep 
Score: -26934404.000000 Penalty: 6028.308594
	Iteration 50Q: 3 clusters Score -2.69344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 188443 members 
Entering Unmasked Estep 
Score: -26934404.000000 Penalty: 6028.308594
	Iteration 51Q: 3 clusters Score -2.69344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 188446 members 
Entering Unmasked Estep 
Score: -26934406.000000 Penalty: 6028.308594
	Iteration 52Q: 3 clusters Score -2.693441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 188446 members 
Entering Unmasked Estep 
Score: -26934406.000000 Penalty: 6028.308594
	Iteration 53F: 3 clusters Score -2.693441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -74598.312500 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -74598.31 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 297 members 
Entering Unmasked Estep 
Score: -73017.687500 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -73017.69 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73270.976562 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -73270.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73425.703125 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -73425.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73495.039062 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -73495.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73522.390625 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -73522.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73542.867188 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -73542.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73549.625000 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -73549.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73555.304688 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -73555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73569.156250 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -73569.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73583.585938 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -73583.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73597.390625 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -73597.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73634.640625 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -73634.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73659.757812 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -73659.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73688.078125 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -73688.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73704.632812 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -73704.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73739.343750 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -73739.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73795.328125 Penalty: 3168.726318
	Iteration 16Q: 3 clusters Score -73795.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73879.406250 Penalty: 3168.726318
	Iteration 17Q: 3 clusters Score -73879.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73951.968750 Penalty: 3168.726318
	Iteration 18Q: 3 clusters Score -73951.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74085.007812 Penalty: 3168.726318
	Iteration 19Q: 3 clusters Score -74085.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74170.617188 Penalty: 3168.726318
	Iteration 20F: 3 clusters Score -74170.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74220.625000 Penalty: 3168.726318
	Iteration 21Q: 3 clusters Score -74220.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74255.882812 Penalty: 3168.726318
	Iteration 22Q: 3 clusters Score -74255.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -74267.703125 Penalty: 3168.726318
	Iteration 23Q: 3 clusters Score -74267.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74299.687500 Penalty: 3168.726318
	Iteration 24Q: 3 clusters Score -74299.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74375.132812 Penalty: 3168.726318
	Iteration 25Q: 3 clusters Score -74375.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74595.656250 Penalty: 3168.726318
	Iteration 26Q: 3 clusters Score -74595.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75059.148438 Penalty: 3168.726318
	Iteration 27Q: 3 clusters Score -75059.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75320.906250 Penalty: 3168.726318
	Iteration 28Q: 3 clusters Score -75320.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75320.906250 Penalty: 3168.726318
	Iteration 29F: 3 clusters Score -75320.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 126 members 
Mstep: Class 4 contains 166587 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 42120 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189823 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36509 members 
Mstep: Class 12 contains 143149 members 
Mstep: Class 13 contains 31578 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 25131 members 
Mstep: Class 16 contains 115775 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 34086 members 
Mstep: Class 19 contains 156303 members 
Mstep: Class 20 contains 8531 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 376 members 
Entering Unmasked Estep 
Score: -147010064.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147010560.000000 to -147010064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -155119.500000 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -155119.5 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 533 members 
Entering Unmasked Estep 
Score: -153135.703125 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -153135.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -153415.453125 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -153415.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -153490.296875 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -153490.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -153542.859375 Penalty: 3479.793213
	Iteration 3Q: 3 clusters Score -153542.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -153594.218750 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -153594.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -153621.968750 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -153622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -153651.703125 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -153651.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -153667.718750 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -153667.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -153681.781250 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -153681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -153701.578125 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -153701.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -153718.140625 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -153718.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -153736.296875 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -153736.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -153747.093750 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -153747.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -153769.484375 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -153769.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -153783.796875 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -153783.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -153805.187500 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -153805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -153816.796875 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -153816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -153824.312500 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -153824.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -153831.875000 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -153831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -153835.593750 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -153835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -153838.640625 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -153838.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -153841.250000 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -153841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -153842.656250 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -153842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -153848.578125 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -153848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -153864.687500 Penalty: 3479.793213
	Iteration 24Q: 3 clusters Score -153864.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -153878.031250 Penalty: 3479.793213
	Iteration 25Q: 3 clusters Score -153878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -153894.593750 Penalty: 3479.793213
	Iteration 26Q: 3 clusters Score -153894.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -153908.656250 Penalty: 3479.793213
	Iteration 27Q: 3 clusters Score -153908.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -153920.687500 Penalty: 3479.793213
	Iteration 28Q: 3 clusters Score -153920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -153921.546875 Penalty: 3479.793213
	Iteration 29Q: 3 clusters Score -153921.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -153923.171875 Penalty: 3479.793213
	Iteration 30Q: 3 clusters Score -153923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -153923.171875 Penalty: 3479.793213
	Iteration 31F: 3 clusters Score -153923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Entering Unmasked Estep 
Score: -5217684.500000 Penalty: 2605.317871
	Iteration 0F: 2 clusters Score -5217684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -5192762.500000 Penalty: 5210.635742
	Iteration 0F: 3 clusters Score -5192762 nChanged 16636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -5202031.500000 Penalty: 5210.635742
	Iteration 1F: 3 clusters Score -5202032 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -5202569.000000 Penalty: 5210.635742
	Iteration 2Q: 3 clusters Score -5202569 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -5203097.000000 Penalty: 5210.635742
	Iteration 3Q: 3 clusters Score -5203097 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -5203718.500000 Penalty: 5210.635742
	Iteration 4Q: 3 clusters Score -5203718 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5204453.500000 Penalty: 5210.635742
	Iteration 5Q: 3 clusters Score -5204454 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -5205322.500000 Penalty: 5210.635742
	Iteration 6Q: 3 clusters Score -5205322 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -5206423.000000 Penalty: 5210.635742
	Iteration 7Q: 3 clusters Score -5206423 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -5207754.000000 Penalty: 5210.635742
	Iteration 8F: 3 clusters Score -5207754 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -5209168.500000 Penalty: 5210.635742
	Iteration 9F: 3 clusters Score -5209168 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -5210521.000000 Penalty: 5210.635742
	Iteration 10Q: 3 clusters Score -5210521 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -5211690.000000 Penalty: 5210.635742
	Iteration 11Q: 3 clusters Score -5211690 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -5212654.000000 Penalty: 5210.635742
	Iteration 12Q: 3 clusters Score -5212654 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5213429.000000 Penalty: 5210.635742
	Iteration 13Q: 3 clusters Score -5213429 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5213977.000000 Penalty: 5210.635742
	Iteration 14Q: 3 clusters Score -5213977 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5214417.000000 Penalty: 5210.635742
	Iteration 15Q: 3 clusters Score -5214417 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5214723.000000 Penalty: 5210.635742
	Iteration 16Q: 3 clusters Score -5214723 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5214947.000000 Penalty: 5210.635742
	Iteration 17Q: 3 clusters Score -5214947 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5215075.000000 Penalty: 5210.635742
	Iteration 18Q: 3 clusters Score -5215075 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5215181.000000 Penalty: 5210.635742
	Iteration 19Q: 3 clusters Score -5215181 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5215245.500000 Penalty: 5210.635742
	Iteration 20F: 3 clusters Score -5215246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5215281.500000 Penalty: 5210.635742
	Iteration 21Q: 3 clusters Score -5215282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5215310.000000 Penalty: 5210.635742
	Iteration 22Q: 3 clusters Score -5215310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5215331.000000 Penalty: 5210.635742
	Iteration 23Q: 3 clusters Score -5215331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5215360.500000 Penalty: 5210.635742
	Iteration 24Q: 3 clusters Score -5215360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5215378.000000 Penalty: 5210.635742
	Iteration 25Q: 3 clusters Score -5215378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5215382.000000 Penalty: 5210.635742
	Iteration 26Q: 3 clusters Score -5215382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5215390.500000 Penalty: 5210.635742
	Iteration 27Q: 3 clusters Score -5215390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5215395.000000 Penalty: 5210.635742
	Iteration 28Q: 3 clusters Score -5215395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5215400.000000 Penalty: 5210.635742
	Iteration 29Q: 3 clusters Score -5215400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5215414.500000 Penalty: 5210.635742
	Iteration 30Q: 3 clusters Score -5215414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5215417.000000 Penalty: 5210.635742
	Iteration 31Q: 3 clusters Score -5215417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5215427.500000 Penalty: 5210.635742
	Iteration 32Q: 3 clusters Score -5215428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5215436.500000 Penalty: 5210.635742
	Iteration 33Q: 3 clusters Score -5215436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5215435.500000 Penalty: 5210.635742
	Iteration 34Q: 3 clusters Score -5215436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5215437.000000 Penalty: 5210.635742
	Iteration 35Q: 3 clusters Score -5215437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5215439.500000 Penalty: 5210.635742
	Iteration 36Q: 3 clusters Score -5215440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5215436.500000 Penalty: 5210.635742
	Iteration 37Q: 3 clusters Score -5215436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5215444.500000 Penalty: 5210.635742
	Iteration 38Q: 3 clusters Score -5215444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5215444.500000 Penalty: 5210.635742
	Iteration 39F: 3 clusters Score -5215444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (143149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143149 members 
Entering Unmasked Estep 
Score: -20279930.000000 Penalty: 2944.166992
	Iteration 0F: 2 clusters Score -2.027993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -20185744.000000 Penalty: 5888.333984
	Iteration 0F: 3 clusters Score -2.018574e+07 nChanged 68446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -20226122.000000 Penalty: 5888.333984
	Iteration 1F: 3 clusters Score -2.022612e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -20227982.000000 Penalty: 5888.333984
	Iteration 2Q: 3 clusters Score -2.022798e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -20231006.000000 Penalty: 5888.333984
	Iteration 3Q: 3 clusters Score -2.023101e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -20236214.000000 Penalty: 5888.333984
	Iteration 4F: 3 clusters Score -2.023621e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -20243598.000000 Penalty: 5888.333984
	Iteration 5F: 3 clusters Score -2.02436e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107135 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -20252766.000000 Penalty: 5888.333984
	Iteration 6F: 3 clusters Score -2.025277e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115571 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -20261548.000000 Penalty: 5888.333984
	Iteration 7F: 3 clusters Score -2.026155e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121553 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -20267682.000000 Penalty: 5888.333984
	Iteration 8Q: 3 clusters Score -2.026768e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125134 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -20270844.000000 Penalty: 5888.333984
	Iteration 9Q: 3 clusters Score -2.027084e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127667 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -20272412.000000 Penalty: 5888.333984
	Iteration 10Q: 3 clusters Score -2.027241e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129685 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -20273420.000000 Penalty: 5888.333984
	Iteration 11Q: 3 clusters Score -2.027342e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131469 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -20274160.000000 Penalty: 5888.333984
	Iteration 12Q: 3 clusters Score -2.027416e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133001 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -20274664.000000 Penalty: 5888.333984
	Iteration 13Q: 3 clusters Score -2.027466e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134363 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -20275190.000000 Penalty: 5888.333984
	Iteration 14Q: 3 clusters Score -2.027519e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135597 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -20275660.000000 Penalty: 5888.333984
	Iteration 15Q: 3 clusters Score -2.027566e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136684 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -20276004.000000 Penalty: 5888.333984
	Iteration 16Q: 3 clusters Score -2.0276e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137622 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -20276408.000000 Penalty: 5888.333984
	Iteration 17Q: 3 clusters Score -2.027641e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138396 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -20276704.000000 Penalty: 5888.333984
	Iteration 18Q: 3 clusters Score -2.02767e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139010 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -20276916.000000 Penalty: 5888.333984
	Iteration 19Q: 3 clusters Score -2.027692e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139532 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -20277084.000000 Penalty: 5888.333984
	Iteration 20F: 3 clusters Score -2.027708e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139972 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -20277294.000000 Penalty: 5888.333984
	Iteration 21Q: 3 clusters Score -2.027729e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140333 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -20277412.000000 Penalty: 5888.333984
	Iteration 22Q: 3 clusters Score -2.027741e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140628 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -20277486.000000 Penalty: 5888.333984
	Iteration 23Q: 3 clusters Score -2.027749e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140873 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -20277580.000000 Penalty: 5888.333984
	Iteration 24Q: 3 clusters Score -2.027758e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141081 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -20277642.000000 Penalty: 5888.333984
	Iteration 25Q: 3 clusters Score -2.027764e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141261 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -20277678.000000 Penalty: 5888.333984
	Iteration 26Q: 3 clusters Score -2.027768e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141412 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -20277722.000000 Penalty: 5888.333984
	Iteration 27Q: 3 clusters Score -2.027772e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141545 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20277770.000000 Penalty: 5888.333984
	Iteration 28Q: 3 clusters Score -2.027777e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141623 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -20277794.000000 Penalty: 5888.333984
	Iteration 29Q: 3 clusters Score -2.027779e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141691 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -20277792.000000 Penalty: 5888.333984
	Iteration 30Q: 3 clusters Score -2.027779e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141745 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -20277816.000000 Penalty: 5888.333984
	Iteration 31Q: 3 clusters Score -2.027782e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141788 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -20277840.000000 Penalty: 5888.333984
	Iteration 32Q: 3 clusters Score -2.027784e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141825 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -20277828.000000 Penalty: 5888.333984
	Iteration 33Q: 3 clusters Score -2.027783e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141864 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -20277822.000000 Penalty: 5888.333984
	Iteration 34Q: 3 clusters Score -2.027782e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141897 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -20277818.000000 Penalty: 5888.333984
	Iteration 35Q: 3 clusters Score -2.027782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141918 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20277828.000000 Penalty: 5888.333984
	Iteration 36Q: 3 clusters Score -2.027783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141937 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -20277844.000000 Penalty: 5888.333984
	Iteration 37Q: 3 clusters Score -2.027784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141957 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20277856.000000 Penalty: 5888.333984
	Iteration 38Q: 3 clusters Score -2.027786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141969 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -20277876.000000 Penalty: 5888.333984
	Iteration 39Q: 3 clusters Score -2.027788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141983 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20277890.000000 Penalty: 5888.333984
	Iteration 40F: 3 clusters Score -2.027789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141992 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -20277902.000000 Penalty: 5888.333984
	Iteration 41Q: 3 clusters Score -2.02779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142004 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -20277902.000000 Penalty: 5888.333984
	Iteration 42Q: 3 clusters Score -2.02779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142018 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -20277906.000000 Penalty: 5888.333984
	Iteration 43Q: 3 clusters Score -2.027791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142026 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -20277890.000000 Penalty: 5888.333984
	Iteration 44Q: 3 clusters Score -2.027789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142030 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -20277898.000000 Penalty: 5888.333984
	Iteration 45Q: 3 clusters Score -2.02779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142032 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -20277904.000000 Penalty: 5888.333984
	Iteration 46Q: 3 clusters Score -2.02779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142037 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -20277908.000000 Penalty: 5888.333984
	Iteration 47Q: 3 clusters Score -2.027791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142043 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -20277898.000000 Penalty: 5888.333984
	Iteration 48Q: 3 clusters Score -2.02779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142046 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -20277910.000000 Penalty: 5888.333984
	Iteration 49Q: 3 clusters Score -2.027791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142048 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20277920.000000 Penalty: 5888.333984
	Iteration 50Q: 3 clusters Score -2.027792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142051 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -20277912.000000 Penalty: 5888.333984
	Iteration 51Q: 3 clusters Score -2.027791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142052 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -20277922.000000 Penalty: 5888.333984
	Iteration 52Q: 3 clusters Score -2.027792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142052 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -20277922.000000 Penalty: 5888.333984
	Iteration 53F: 3 clusters Score -2.027792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Entering Unmasked Estep 
Score: -4497587.500000 Penalty: 2569.333496
	Iteration 0F: 2 clusters Score -4497588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -4476110.500000 Penalty: 5138.666992
	Iteration 0F: 3 clusters Score -4476110 nChanged 14202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -4483712.000000 Penalty: 5138.666992
	Iteration 1F: 3 clusters Score -4483712 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -4484167.500000 Penalty: 5138.666992
	Iteration 2Q: 3 clusters Score -4484168 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4484652.000000 Penalty: 5138.666992
	Iteration 3Q: 3 clusters Score -4484652 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -4485190.000000 Penalty: 5138.666992
	Iteration 4Q: 3 clusters Score -4485190 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -4485678.500000 Penalty: 5138.666992
	Iteration 5Q: 3 clusters Score -4485678 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4486198.000000 Penalty: 5138.666992
	Iteration 6Q: 3 clusters Score -4486198 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -4486704.000000 Penalty: 5138.666992
	Iteration 7Q: 3 clusters Score -4486704 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4487288.000000 Penalty: 5138.666992
	Iteration 8Q: 3 clusters Score -4487288 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -4487901.500000 Penalty: 5138.666992
	Iteration 9Q: 3 clusters Score -4487902 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -4488618.500000 Penalty: 5138.666992
	Iteration 10Q: 3 clusters Score -4488618 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -4489406.500000 Penalty: 5138.666992
	Iteration 11Q: 3 clusters Score -4489406 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -4490261.500000 Penalty: 5138.666992
	Iteration 12Q: 3 clusters Score -4490262 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -4490992.500000 Penalty: 5138.666992
	Iteration 13Q: 3 clusters Score -4490992 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -4491538.000000 Penalty: 5138.666992
	Iteration 14Q: 3 clusters Score -4491538 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -4491943.000000 Penalty: 5138.666992
	Iteration 15Q: 3 clusters Score -4491943 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -4492236.000000 Penalty: 5138.666992
	Iteration 16Q: 3 clusters Score -4492236 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -4492476.000000 Penalty: 5138.666992
	Iteration 17Q: 3 clusters Score -4492476 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4492680.000000 Penalty: 5138.666992
	Iteration 18Q: 3 clusters Score -4492680 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4492871.000000 Penalty: 5138.666992
	Iteration 19Q: 3 clusters Score -4492871 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4493055.000000 Penalty: 5138.666992
	Iteration 20F: 3 clusters Score -4493055 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -4493192.000000 Penalty: 5138.666992
	Iteration 21Q: 3 clusters Score -4493192 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -4493369.000000 Penalty: 5138.666992
	Iteration 22Q: 3 clusters Score -4493369 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4493545.000000 Penalty: 5138.666992
	Iteration 23Q: 3 clusters Score -4493545 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -4493720.500000 Penalty: 5138.666992
	Iteration 24Q: 3 clusters Score -4493720 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4493879.000000 Penalty: 5138.666992
	Iteration 25Q: 3 clusters Score -4493879 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4494032.500000 Penalty: 5138.666992
	Iteration 26Q: 3 clusters Score -4494032 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4494197.500000 Penalty: 5138.666992
	Iteration 27Q: 3 clusters Score -4494198 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4494369.500000 Penalty: 5138.666992
	Iteration 28Q: 3 clusters Score -4494370 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4494507.000000 Penalty: 5138.666992
	Iteration 29Q: 3 clusters Score -4494507 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4494632.000000 Penalty: 5138.666992
	Iteration 30Q: 3 clusters Score -4494632 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4494762.000000 Penalty: 5138.666992
	Iteration 31Q: 3 clusters Score -4494762 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4494871.500000 Penalty: 5138.666992
	Iteration 32Q: 3 clusters Score -4494872 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4494966.000000 Penalty: 5138.666992
	Iteration 33Q: 3 clusters Score -4494966 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4495046.500000 Penalty: 5138.666992
	Iteration 34Q: 3 clusters Score -4495046 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4495074.000000 Penalty: 5138.666992
	Iteration 35Q: 3 clusters Score -4495074 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4495123.500000 Penalty: 5138.666992
	Iteration 36Q: 3 clusters Score -4495124 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4495171.500000 Penalty: 5138.666992
	Iteration 37Q: 3 clusters Score -4495172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4495214.500000 Penalty: 5138.666992
	Iteration 38Q: 3 clusters Score -4495214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4495240.000000 Penalty: 5138.666992
	Iteration 39Q: 3 clusters Score -4495240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4495272.000000 Penalty: 5138.666992
	Iteration 40F: 3 clusters Score -4495272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4495313.000000 Penalty: 5138.666992
	Iteration 41Q: 3 clusters Score -4495313 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4495327.500000 Penalty: 5138.666992
	Iteration 42Q: 3 clusters Score -4495328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4495344.000000 Penalty: 5138.666992
	Iteration 43Q: 3 clusters Score -4495344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4495355.500000 Penalty: 5138.666992
	Iteration 44Q: 3 clusters Score -4495356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4495378.000000 Penalty: 5138.666992
	Iteration 45Q: 3 clusters Score -4495378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4495404.000000 Penalty: 5138.666992
	Iteration 46Q: 3 clusters Score -4495404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4495406.500000 Penalty: 5138.666992
	Iteration 47Q: 3 clusters Score -4495406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4495411.000000 Penalty: 5138.666992
	Iteration 48Q: 3 clusters Score -4495411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4495422.500000 Penalty: 5138.666992
	Iteration 49Q: 3 clusters Score -4495422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4495436.000000 Penalty: 5138.666992
	Iteration 50Q: 3 clusters Score -4495436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4495450.000000 Penalty: 5138.666992
	Iteration 51Q: 3 clusters Score -4495450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4495446.000000 Penalty: 5138.666992
	Iteration 52Q: 3 clusters Score -4495446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4495445.500000 Penalty: 5138.666992
	Iteration 53Q: 3 clusters Score -4495446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4495452.000000 Penalty: 5138.666992
	Iteration 54Q: 3 clusters Score -4495452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4495457.000000 Penalty: 5138.666992
	Iteration 55Q: 3 clusters Score -4495457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4495459.000000 Penalty: 5138.666992
	Iteration 56Q: 3 clusters Score -4495459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4495458.500000 Penalty: 5138.666992
	Iteration 57Q: 3 clusters Score -4495458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4495458.000000 Penalty: 5138.666992
	Iteration 58Q: 3 clusters Score -4495458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4495458.000000 Penalty: 5138.666992
	Iteration 59F: 3 clusters Score -4495458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -31862.818359 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -31862.82 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 143 members 
Entering Unmasked Estep 
Score: -30623.673828 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -30623.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30803.306641 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -30803.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30876.673828 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -30876.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31006.037109 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -31006.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31080.820312 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -31080.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31128.408203 Penalty: 2787.718750
	Iteration 5Q: 3 clusters Score -31128.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31163.062500 Penalty: 2787.718750
	Iteration 6Q: 3 clusters Score -31163.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31193.640625 Penalty: 2787.718750
	Iteration 7Q: 3 clusters Score -31193.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31200.730469 Penalty: 2787.718750
	Iteration 8Q: 3 clusters Score -31200.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31203.318359 Penalty: 2787.718750
	Iteration 9Q: 3 clusters Score -31203.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31203.318359 Penalty: 2787.718750
	Iteration 10F: 3 clusters Score -31203.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Entering Unmasked Estep 
Score: -3604644.000000 Penalty: 2512.700684
	Iteration 0F: 2 clusters Score -3604644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3587256.250000 Penalty: 5025.401367
	Iteration 0F: 3 clusters Score -3587256 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3593177.750000 Penalty: 5025.401367
	Iteration 1F: 3 clusters Score -3593178 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3593582.500000 Penalty: 5025.401367
	Iteration 2Q: 3 clusters Score -3593582 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3593917.750000 Penalty: 5025.401367
	Iteration 3Q: 3 clusters Score -3593918 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3594226.250000 Penalty: 5025.401367
	Iteration 4Q: 3 clusters Score -3594226 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3594561.250000 Penalty: 5025.401367
	Iteration 5Q: 3 clusters Score -3594561 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3595011.750000 Penalty: 5025.401367
	Iteration 6Q: 3 clusters Score -3595012 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -3595507.500000 Penalty: 5025.401367
	Iteration 7Q: 3 clusters Score -3595508 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3596116.250000 Penalty: 5025.401367
	Iteration 8Q: 3 clusters Score -3596116 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3596826.750000 Penalty: 5025.401367
	Iteration 9Q: 3 clusters Score -3596827 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -3597593.000000 Penalty: 5025.401367
	Iteration 10Q: 3 clusters Score -3597593 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -3598351.500000 Penalty: 5025.401367
	Iteration 11Q: 3 clusters Score -3598352 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3599018.500000 Penalty: 5025.401367
	Iteration 12Q: 3 clusters Score -3599018 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3599680.500000 Penalty: 5025.401367
	Iteration 13Q: 3 clusters Score -3599680 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3600212.500000 Penalty: 5025.401367
	Iteration 14Q: 3 clusters Score -3600212 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3600643.000000 Penalty: 5025.401367
	Iteration 15Q: 3 clusters Score -3600643 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3600975.500000 Penalty: 5025.401367
	Iteration 16Q: 3 clusters Score -3600976 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3601265.250000 Penalty: 5025.401367
	Iteration 17Q: 3 clusters Score -3601265 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3601513.750000 Penalty: 5025.401367
	Iteration 18Q: 3 clusters Score -3601514 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3601702.250000 Penalty: 5025.401367
	Iteration 19Q: 3 clusters Score -3601702 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3601834.500000 Penalty: 5025.401367
	Iteration 20F: 3 clusters Score -3601834 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3601956.250000 Penalty: 5025.401367
	Iteration 21Q: 3 clusters Score -3601956 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3602040.000000 Penalty: 5025.401367
	Iteration 22Q: 3 clusters Score -3602040 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3602125.500000 Penalty: 5025.401367
	Iteration 23Q: 3 clusters Score -3602126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3602191.750000 Penalty: 5025.401367
	Iteration 24Q: 3 clusters Score -3602192 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3602239.250000 Penalty: 5025.401367
	Iteration 25Q: 3 clusters Score -3602239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3602288.250000 Penalty: 5025.401367
	Iteration 26Q: 3 clusters Score -3602288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3602325.500000 Penalty: 5025.401367
	Iteration 27Q: 3 clusters Score -3602326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3602338.000000 Penalty: 5025.401367
	Iteration 28Q: 3 clusters Score -3602338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3602355.250000 Penalty: 5025.401367
	Iteration 29Q: 3 clusters Score -3602355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3602380.000000 Penalty: 5025.401367
	Iteration 30Q: 3 clusters Score -3602380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3602404.000000 Penalty: 5025.401367
	Iteration 31Q: 3 clusters Score -3602404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3602422.000000 Penalty: 5025.401367
	Iteration 32Q: 3 clusters Score -3602422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3602438.000000 Penalty: 5025.401367
	Iteration 33Q: 3 clusters Score -3602438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3602441.250000 Penalty: 5025.401367
	Iteration 34Q: 3 clusters Score -3602441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3602453.250000 Penalty: 5025.401367
	Iteration 35Q: 3 clusters Score -3602453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3602459.750000 Penalty: 5025.401367
	Iteration 36Q: 3 clusters Score -3602460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3602462.000000 Penalty: 5025.401367
	Iteration 37Q: 3 clusters Score -3602462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3602471.500000 Penalty: 5025.401367
	Iteration 38Q: 3 clusters Score -3602472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3602479.000000 Penalty: 5025.401367
	Iteration 39Q: 3 clusters Score -3602479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3602476.000000 Penalty: 5025.401367
	Iteration 40F: 3 clusters Score -3602476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3602480.750000 Penalty: 5025.401367
	Iteration 41Q: 3 clusters Score -3602481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3602485.750000 Penalty: 5025.401367
	Iteration 42Q: 3 clusters Score -3602486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3602492.750000 Penalty: 5025.401367
	Iteration 43Q: 3 clusters Score -3602493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3602497.500000 Penalty: 5025.401367
	Iteration 44Q: 3 clusters Score -3602498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3602501.250000 Penalty: 5025.401367
	Iteration 45Q: 3 clusters Score -3602501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3602499.250000 Penalty: 5025.401367
	Iteration 46Q: 3 clusters Score -3602499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3602501.000000 Penalty: 5025.401367
	Iteration 47Q: 3 clusters Score -3602501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3602503.750000 Penalty: 5025.401367
	Iteration 48Q: 3 clusters Score -3602504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3602505.000000 Penalty: 5025.401367
	Iteration 49Q: 3 clusters Score -3602505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3602509.750000 Penalty: 5025.401367
	Iteration 50Q: 3 clusters Score -3602510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3602514.250000 Penalty: 5025.401367
	Iteration 51Q: 3 clusters Score -3602514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3602514.250000 Penalty: 5025.401367
	Iteration 52F: 3 clusters Score -3602514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (115775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115775 members 
Entering Unmasked Estep 
Score: -16424753.000000 Penalty: 2891.532227
	Iteration 0F: 2 clusters Score -1.642475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -16348280.000000 Penalty: 5783.064453
	Iteration 0F: 3 clusters Score -1.634828e+07 nChanged 54937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -16380051.000000 Penalty: 5783.064453
	Iteration 1F: 3 clusters Score -1.638005e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -16381099.000000 Penalty: 5783.064453
	Iteration 2Q: 3 clusters Score -1.63811e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -16382321.000000 Penalty: 5783.064453
	Iteration 3Q: 3 clusters Score -1.638232e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -16383782.000000 Penalty: 5783.064453
	Iteration 4Q: 3 clusters Score -1.638378e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -16386136.000000 Penalty: 5783.064453
	Iteration 5Q: 3 clusters Score -1.638614e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -16389727.000000 Penalty: 5783.064453
	Iteration 6F: 3 clusters Score -1.638973e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 79292 members 
Entering Unmasked Estep 
Score: -16395131.000000 Penalty: 5783.064453
	Iteration 7F: 3 clusters Score -1.639513e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -16401794.000000 Penalty: 5783.064453
	Iteration 8F: 3 clusters Score -1.640179e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -16408657.000000 Penalty: 5783.064453
	Iteration 9F: 3 clusters Score -1.640866e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -16413919.000000 Penalty: 5783.064453
	Iteration 10F: 3 clusters Score -1.641392e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 100093 members 
Entering Unmasked Estep 
Score: -16417014.000000 Penalty: 5783.064453
	Iteration 11Q: 3 clusters Score -1.641701e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 102196 members 
Entering Unmasked Estep 
Score: -16418794.000000 Penalty: 5783.064453
	Iteration 12Q: 3 clusters Score -1.641879e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 103877 members 
Entering Unmasked Estep 
Score: -16419961.000000 Penalty: 5783.064453
	Iteration 13Q: 3 clusters Score -1.641996e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 105209 members 
Entering Unmasked Estep 
Score: -16420870.000000 Penalty: 5783.064453
	Iteration 14Q: 3 clusters Score -1.642087e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 106233 members 
Entering Unmasked Estep 
Score: -16421340.000000 Penalty: 5783.064453
	Iteration 15Q: 3 clusters Score -1.642134e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 107073 members 
Entering Unmasked Estep 
Score: -16421737.000000 Penalty: 5783.064453
	Iteration 16Q: 3 clusters Score -1.642174e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -16421997.000000 Penalty: 5783.064453
	Iteration 17Q: 3 clusters Score -1.6422e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 108294 members 
Entering Unmasked Estep 
Score: -16422176.000000 Penalty: 5783.064453
	Iteration 18Q: 3 clusters Score -1.642218e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 108749 members 
Entering Unmasked Estep 
Score: -16422272.000000 Penalty: 5783.064453
	Iteration 19Q: 3 clusters Score -1.642227e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 109143 members 
Entering Unmasked Estep 
Score: -16422382.000000 Penalty: 5783.064453
	Iteration 20F: 3 clusters Score -1.642238e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 109473 members 
Entering Unmasked Estep 
Score: -16422501.000000 Penalty: 5783.064453
	Iteration 21Q: 3 clusters Score -1.64225e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 109774 members 
Entering Unmasked Estep 
Score: -16422591.000000 Penalty: 5783.064453
	Iteration 22Q: 3 clusters Score -1.642259e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 110023 members 
Entering Unmasked Estep 
Score: -16422657.000000 Penalty: 5783.064453
	Iteration 23Q: 3 clusters Score -1.642266e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 110227 members 
Entering Unmasked Estep 
Score: -16422669.000000 Penalty: 5783.064453
	Iteration 24Q: 3 clusters Score -1.642267e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 110382 members 
Entering Unmasked Estep 
Score: -16422693.000000 Penalty: 5783.064453
	Iteration 25Q: 3 clusters Score -1.642269e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -16422716.000000 Penalty: 5783.064453
	Iteration 26Q: 3 clusters Score -1.642272e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 110659 members 
Entering Unmasked Estep 
Score: -16422739.000000 Penalty: 5783.064453
	Iteration 27Q: 3 clusters Score -1.642274e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 110780 members 
Entering Unmasked Estep 
Score: -16422761.000000 Penalty: 5783.064453
	Iteration 28Q: 3 clusters Score -1.642276e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 110885 members 
Entering Unmasked Estep 
Score: -16422825.000000 Penalty: 5783.064453
	Iteration 29Q: 3 clusters Score -1.642282e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 110973 members 
Entering Unmasked Estep 
Score: -16422810.000000 Penalty: 5783.064453
	Iteration 30Q: 3 clusters Score -1.642281e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 111046 members 
Entering Unmasked Estep 
Score: -16422831.000000 Penalty: 5783.064453
	Iteration 31Q: 3 clusters Score -1.642283e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 111130 members 
Entering Unmasked Estep 
Score: -16422827.000000 Penalty: 5783.064453
	Iteration 32Q: 3 clusters Score -1.642283e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 111206 members 
Entering Unmasked Estep 
Score: -16422829.000000 Penalty: 5783.064453
	Iteration 33Q: 3 clusters Score -1.642283e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 111273 members 
Entering Unmasked Estep 
Score: -16422827.000000 Penalty: 5783.064453
	Iteration 34Q: 3 clusters Score -1.642283e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 111329 members 
Entering Unmasked Estep 
Score: -16422826.000000 Penalty: 5783.064453
	Iteration 35Q: 3 clusters Score -1.642283e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 111376 members 
Entering Unmasked Estep 
Score: -16422831.000000 Penalty: 5783.064453
	Iteration 36Q: 3 clusters Score -1.642283e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 111428 members 
Entering Unmasked Estep 
Score: -16422835.000000 Penalty: 5783.064453
	Iteration 37Q: 3 clusters Score -1.642284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 111468 members 
Entering Unmasked Estep 
Score: -16422851.000000 Penalty: 5783.064453
	Iteration 38Q: 3 clusters Score -1.642285e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 111512 members 
Entering Unmasked Estep 
Score: -16422857.000000 Penalty: 5783.064453
	Iteration 39Q: 3 clusters Score -1.642286e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 111544 members 
Entering Unmasked Estep 
Score: -16422872.000000 Penalty: 5783.064453
	Iteration 40F: 3 clusters Score -1.642287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 111566 members 
Entering Unmasked Estep 
Score: -16422878.000000 Penalty: 5783.064453
	Iteration 41Q: 3 clusters Score -1.642288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 111585 members 
Entering Unmasked Estep 
Score: -16422873.000000 Penalty: 5783.064453
	Iteration 42Q: 3 clusters Score -1.642287e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -16422872.000000 Penalty: 5783.064453
	Iteration 43Q: 3 clusters Score -1.642287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 111625 members 
Entering Unmasked Estep 
Score: -16422879.000000 Penalty: 5783.064453
	Iteration 44Q: 3 clusters Score -1.642288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 111645 members 
Entering Unmasked Estep 
Score: -16422895.000000 Penalty: 5783.064453
	Iteration 45Q: 3 clusters Score -1.64229e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 111673 members 
Entering Unmasked Estep 
Score: -16422912.000000 Penalty: 5783.064453
	Iteration 46Q: 3 clusters Score -1.642291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 111696 members 
Entering Unmasked Estep 
Score: -16422920.000000 Penalty: 5783.064453
	Iteration 47Q: 3 clusters Score -1.642292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 111717 members 
Entering Unmasked Estep 
Score: -16422931.000000 Penalty: 5783.064453
	Iteration 48Q: 3 clusters Score -1.642293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 111741 members 
Entering Unmasked Estep 
Score: -16422927.000000 Penalty: 5783.064453
	Iteration 49Q: 3 clusters Score -1.642293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 111757 members 
Entering Unmasked Estep 
Score: -16422932.000000 Penalty: 5783.064453
	Iteration 50Q: 3 clusters Score -1.642293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 111772 members 
Entering Unmasked Estep 
Score: -16422921.000000 Penalty: 5783.064453
	Iteration 51Q: 3 clusters Score -1.642292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 111785 members 
Entering Unmasked Estep 
Score: -16422925.000000 Penalty: 5783.064453
	Iteration 52Q: 3 clusters Score -1.642292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -16422946.000000 Penalty: 5783.064453
	Iteration 53Q: 3 clusters Score -1.642295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 111804 members 
Entering Unmasked Estep 
Score: -16422941.000000 Penalty: 5783.064453
	Iteration 54Q: 3 clusters Score -1.642294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 111810 members 
Entering Unmasked Estep 
Score: -16422942.000000 Penalty: 5783.064453
	Iteration 55Q: 3 clusters Score -1.642294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 111820 members 
Entering Unmasked Estep 
Score: -16422940.000000 Penalty: 5783.064453
	Iteration 56Q: 3 clusters Score -1.642294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 111828 members 
Entering Unmasked Estep 
Score: -16422934.000000 Penalty: 5783.064453
	Iteration 57Q: 3 clusters Score -1.642293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 111832 members 
Entering Unmasked Estep 
Score: -16422939.000000 Penalty: 5783.064453
	Iteration 58Q: 3 clusters Score -1.642294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 111839 members 
Entering Unmasked Estep 
Score: -16422945.000000 Penalty: 5783.064453
	Iteration 59Q: 3 clusters Score -1.642294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 111845 members 
Entering Unmasked Estep 
Score: -16422933.000000 Penalty: 5783.064453
	Iteration 60F: 3 clusters Score -1.642293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 111854 members 
Entering Unmasked Estep 
Score: -16422926.000000 Penalty: 5783.064453
	Iteration 61Q: 3 clusters Score -1.642293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 111859 members 
Entering Unmasked Estep 
Score: -16422922.000000 Penalty: 5783.064453
	Iteration 62Q: 3 clusters Score -1.642292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -16422925.000000 Penalty: 5783.064453
	Iteration 63Q: 3 clusters Score -1.642292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 111869 members 
Entering Unmasked Estep 
Score: -16422924.000000 Penalty: 5783.064453
	Iteration 64Q: 3 clusters Score -1.642292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 111876 members 
Entering Unmasked Estep 
Score: -16422927.000000 Penalty: 5783.064453
	Iteration 65Q: 3 clusters Score -1.642293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 111882 members 
Entering Unmasked Estep 
Score: -16422926.000000 Penalty: 5783.064453
	Iteration 66Q: 3 clusters Score -1.642293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 111885 members 
Entering Unmasked Estep 
Score: -16422929.000000 Penalty: 5783.064453
	Iteration 67Q: 3 clusters Score -1.642293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 111888 members 
Entering Unmasked Estep 
Score: -16422945.000000 Penalty: 5783.064453
	Iteration 68Q: 3 clusters Score -1.642294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 111891 members 
Entering Unmasked Estep 
Score: -16422939.000000 Penalty: 5783.064453
	Iteration 69Q: 3 clusters Score -1.642294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 111891 members 
Entering Unmasked Estep 
Score: -16422939.000000 Penalty: 5783.064453
	Iteration 70F: 3 clusters Score -1.642294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -10253.382812 Penalty: 1142.082275
	Iteration 0F: 2 clusters Score -10253.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -9439.188477 Penalty: 2284.164551
	Iteration 0F: 3 clusters Score -9439.188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -9476.210938 Penalty: 2284.164551
	Iteration 1Q: 3 clusters Score -9476.211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -9476.210938 Penalty: 2284.164551
	Iteration 2F: 3 clusters Score -9476.211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Entering Unmasked Estep 
Score: -4657124.000000 Penalty: 2588.287109
	Iteration 0F: 2 clusters Score -4657124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -4633963.500000 Penalty: 5176.574219
	Iteration 0F: 3 clusters Score -4633964 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4642044.500000 Penalty: 5176.574219
	Iteration 1F: 3 clusters Score -4642044 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4642581.000000 Penalty: 5176.574219
	Iteration 2Q: 3 clusters Score -4642581 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4643131.500000 Penalty: 5176.574219
	Iteration 3Q: 3 clusters Score -4643132 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -4643770.000000 Penalty: 5176.574219
	Iteration 4Q: 3 clusters Score -4643770 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4644451.500000 Penalty: 5176.574219
	Iteration 5Q: 3 clusters Score -4644452 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -4645418.500000 Penalty: 5176.574219
	Iteration 6F: 3 clusters Score -4645418 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -4646690.000000 Penalty: 5176.574219
	Iteration 7F: 3 clusters Score -4646690 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -4648329.500000 Penalty: 5176.574219
	Iteration 8F: 3 clusters Score -4648330 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4650355.500000 Penalty: 5176.574219
	Iteration 9F: 3 clusters Score -4650356 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -4652260.000000 Penalty: 5176.574219
	Iteration 10F: 3 clusters Score -4652260 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -4653614.000000 Penalty: 5176.574219
	Iteration 11Q: 3 clusters Score -4653614 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -4654364.500000 Penalty: 5176.574219
	Iteration 12Q: 3 clusters Score -4654364 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -4654817.000000 Penalty: 5176.574219
	Iteration 13Q: 3 clusters Score -4654817 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -4655043.500000 Penalty: 5176.574219
	Iteration 14Q: 3 clusters Score -4655044 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4655193.000000 Penalty: 5176.574219
	Iteration 15Q: 3 clusters Score -4655193 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -4655307.000000 Penalty: 5176.574219
	Iteration 16Q: 3 clusters Score -4655307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4655371.500000 Penalty: 5176.574219
	Iteration 17Q: 3 clusters Score -4655372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -4655417.500000 Penalty: 5176.574219
	Iteration 18Q: 3 clusters Score -4655418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -4655430.000000 Penalty: 5176.574219
	Iteration 19Q: 3 clusters Score -4655430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -4655521.000000 Penalty: 5176.574219
	Iteration 20F: 3 clusters Score -4655521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4655679.000000 Penalty: 5176.574219
	Iteration 21Q: 3 clusters Score -4655679 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -4655869.500000 Penalty: 5176.574219
	Iteration 22Q: 3 clusters Score -4655870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -4655972.500000 Penalty: 5176.574219
	Iteration 23Q: 3 clusters Score -4655972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -4656019.500000 Penalty: 5176.574219
	Iteration 24Q: 3 clusters Score -4656020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -4656068.000000 Penalty: 5176.574219
	Iteration 25Q: 3 clusters Score -4656068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4656114.000000 Penalty: 5176.574219
	Iteration 26Q: 3 clusters Score -4656114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4656136.000000 Penalty: 5176.574219
	Iteration 27Q: 3 clusters Score -4656136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4656148.500000 Penalty: 5176.574219
	Iteration 28Q: 3 clusters Score -4656148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -4656158.500000 Penalty: 5176.574219
	Iteration 29Q: 3 clusters Score -4656158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -4656163.000000 Penalty: 5176.574219
	Iteration 30Q: 3 clusters Score -4656163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -4656165.500000 Penalty: 5176.574219
	Iteration 31Q: 3 clusters Score -4656166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -4656166.500000 Penalty: 5176.574219
	Iteration 32Q: 3 clusters Score -4656166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4656171.000000 Penalty: 5176.574219
	Iteration 33Q: 3 clusters Score -4656171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4656168.000000 Penalty: 5176.574219
	Iteration 34Q: 3 clusters Score -4656168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -4656175.000000 Penalty: 5176.574219
	Iteration 35Q: 3 clusters Score -4656175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4656169.500000 Penalty: 5176.574219
	Iteration 36Q: 3 clusters Score -4656170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4656269.000000 Penalty: 5176.574219
	Iteration 37F: 3 clusters Score -4656269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -4656362.000000 Penalty: 5176.574219
	Iteration 38Q: 3 clusters Score -4656362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -4656384.500000 Penalty: 5176.574219
	Iteration 39Q: 3 clusters Score -4656384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4656405.000000 Penalty: 5176.574219
	Iteration 40F: 3 clusters Score -4656405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4656430.500000 Penalty: 5176.574219
	Iteration 41Q: 3 clusters Score -4656430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -4656448.000000 Penalty: 5176.574219
	Iteration 42Q: 3 clusters Score -4656448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -4656462.000000 Penalty: 5176.574219
	Iteration 43Q: 3 clusters Score -4656462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -4656476.000000 Penalty: 5176.574219
	Iteration 44Q: 3 clusters Score -4656476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4656497.500000 Penalty: 5176.574219
	Iteration 45Q: 3 clusters Score -4656498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4656503.500000 Penalty: 5176.574219
	Iteration 46Q: 3 clusters Score -4656504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4656519.000000 Penalty: 5176.574219
	Iteration 47Q: 3 clusters Score -4656519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -4656525.500000 Penalty: 5176.574219
	Iteration 48Q: 3 clusters Score -4656526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -4656529.500000 Penalty: 5176.574219
	Iteration 49Q: 3 clusters Score -4656530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4656527.500000 Penalty: 5176.574219
	Iteration 50Q: 3 clusters Score -4656528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -4656528.500000 Penalty: 5176.574219
	Iteration 51Q: 3 clusters Score -4656528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -4656529.000000 Penalty: 5176.574219
	Iteration 52Q: 3 clusters Score -4656529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4656531.500000 Penalty: 5176.574219
	Iteration 53Q: 3 clusters Score -4656532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -4656534.500000 Penalty: 5176.574219
	Iteration 54Q: 3 clusters Score -4656534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4656539.000000 Penalty: 5176.574219
	Iteration 55Q: 3 clusters Score -4656539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4656536.500000 Penalty: 5176.574219
	Iteration 56Q: 3 clusters Score -4656536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4656536.500000 Penalty: 5176.574219
	Iteration 57F: 3 clusters Score -4656536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Entering Unmasked Estep 
Score: -21980206.000000 Penalty: 2965.968750
	Iteration 0F: 2 clusters Score -2.198021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -21879328.000000 Penalty: 5931.937500
	Iteration 0F: 3 clusters Score -2.187933e+07 nChanged 74900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81354 members 
Mstep: Class 2 contains 74949 members 
Entering Unmasked Estep 
Score: -21923062.000000 Penalty: 5931.937500
	Iteration 1F: 3 clusters Score -2.192306e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -21924332.000000 Penalty: 5931.937500
	Iteration 2Q: 3 clusters Score -2.192433e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86059 members 
Mstep: Class 2 contains 70244 members 
Entering Unmasked Estep 
Score: -21925922.000000 Penalty: 5931.937500
	Iteration 3Q: 3 clusters Score -2.192592e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90030 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -21928222.000000 Penalty: 5931.937500
	Iteration 4Q: 3 clusters Score -2.192822e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -21931734.000000 Penalty: 5931.937500
	Iteration 5Q: 3 clusters Score -2.193173e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102557 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -21936958.000000 Penalty: 5931.937500
	Iteration 6F: 3 clusters Score -2.193696e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -21943878.000000 Penalty: 5931.937500
	Iteration 7F: 3 clusters Score -2.194388e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119560 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -21951828.000000 Penalty: 5931.937500
	Iteration 8F: 3 clusters Score -2.195183e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -21959086.000000 Penalty: 5931.937500
	Iteration 9F: 3 clusters Score -2.195909e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133023 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -21964478.000000 Penalty: 5931.937500
	Iteration 10Q: 3 clusters Score -2.196448e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137309 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -21968326.000000 Penalty: 5931.937500
	Iteration 11Q: 3 clusters Score -2.196833e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140610 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -21970980.000000 Penalty: 5931.937500
	Iteration 12Q: 3 clusters Score -2.197098e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143282 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -21972734.000000 Penalty: 5931.937500
	Iteration 13Q: 3 clusters Score -2.197273e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145466 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -21973928.000000 Penalty: 5931.937500
	Iteration 14Q: 3 clusters Score -2.197393e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147327 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -21975082.000000 Penalty: 5931.937500
	Iteration 15Q: 3 clusters Score -2.197508e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148924 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -21975984.000000 Penalty: 5931.937500
	Iteration 16Q: 3 clusters Score -2.197598e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150252 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -21976552.000000 Penalty: 5931.937500
	Iteration 17Q: 3 clusters Score -2.197655e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151288 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -21976950.000000 Penalty: 5931.937500
	Iteration 18Q: 3 clusters Score -2.197695e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152103 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -21977176.000000 Penalty: 5931.937500
	Iteration 19Q: 3 clusters Score -2.197718e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -21977358.000000 Penalty: 5931.937500
	Iteration 20F: 3 clusters Score -2.197736e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153292 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -21977482.000000 Penalty: 5931.937500
	Iteration 21Q: 3 clusters Score -2.197748e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153695 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -21977660.000000 Penalty: 5931.937500
	Iteration 22Q: 3 clusters Score -2.197766e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154012 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -21977774.000000 Penalty: 5931.937500
	Iteration 23Q: 3 clusters Score -2.197777e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154245 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -21977916.000000 Penalty: 5931.937500
	Iteration 24Q: 3 clusters Score -2.197792e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -21977960.000000 Penalty: 5931.937500
	Iteration 25Q: 3 clusters Score -2.197796e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154551 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -21978010.000000 Penalty: 5931.937500
	Iteration 26Q: 3 clusters Score -2.197801e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154659 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -21978082.000000 Penalty: 5931.937500
	Iteration 27Q: 3 clusters Score -2.197808e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154730 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -21978092.000000 Penalty: 5931.937500
	Iteration 28Q: 3 clusters Score -2.197809e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154789 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -21978110.000000 Penalty: 5931.937500
	Iteration 29Q: 3 clusters Score -2.197811e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154834 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -21978094.000000 Penalty: 5931.937500
	Iteration 30Q: 3 clusters Score -2.197809e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154885 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -21978134.000000 Penalty: 5931.937500
	Iteration 31Q: 3 clusters Score -2.197813e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154932 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -21978108.000000 Penalty: 5931.937500
	Iteration 32Q: 3 clusters Score -2.197811e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -21978140.000000 Penalty: 5931.937500
	Iteration 33Q: 3 clusters Score -2.197814e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -21978148.000000 Penalty: 5931.937500
	Iteration 34Q: 3 clusters Score -2.197815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154992 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -21978154.000000 Penalty: 5931.937500
	Iteration 35Q: 3 clusters Score -2.197815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155016 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -21978178.000000 Penalty: 5931.937500
	Iteration 36Q: 3 clusters Score -2.197818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155032 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21978186.000000 Penalty: 5931.937500
	Iteration 37Q: 3 clusters Score -2.197819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155049 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -21978186.000000 Penalty: 5931.937500
	Iteration 38Q: 3 clusters Score -2.197819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155067 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -21978190.000000 Penalty: 5931.937500
	Iteration 39Q: 3 clusters Score -2.197819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155075 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -21978198.000000 Penalty: 5931.937500
	Iteration 40F: 3 clusters Score -2.19782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155083 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -21978194.000000 Penalty: 5931.937500
	Iteration 41Q: 3 clusters Score -2.197819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155091 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21978180.000000 Penalty: 5931.937500
	Iteration 42Q: 3 clusters Score -2.197818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155097 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -21978176.000000 Penalty: 5931.937500
	Iteration 43Q: 3 clusters Score -2.197818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155099 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -21978178.000000 Penalty: 5931.937500
	Iteration 44Q: 3 clusters Score -2.197818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155103 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -21978180.000000 Penalty: 5931.937500
	Iteration 45Q: 3 clusters Score -2.197818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155109 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -21978200.000000 Penalty: 5931.937500
	Iteration 46Q: 3 clusters Score -2.19782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155112 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -21978204.000000 Penalty: 5931.937500
	Iteration 47Q: 3 clusters Score -2.19782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -21978208.000000 Penalty: 5931.937500
	Iteration 48Q: 3 clusters Score -2.197821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -21978208.000000 Penalty: 5931.937500
	Iteration 49Q: 3 clusters Score -2.197821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155121 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21978198.000000 Penalty: 5931.937500
	Iteration 50Q: 3 clusters Score -2.19782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155122 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21978214.000000 Penalty: 5931.937500
	Iteration 51Q: 3 clusters Score -2.197821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21978210.000000 Penalty: 5931.937500
	Iteration 52Q: 3 clusters Score -2.197821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -21978216.000000 Penalty: 5931.937500
	Iteration 53Q: 3 clusters Score -2.197822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -21978232.000000 Penalty: 5931.937500
	Iteration 54Q: 3 clusters Score -2.197823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155131 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21978230.000000 Penalty: 5931.937500
	Iteration 55Q: 3 clusters Score -2.197823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155136 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21978226.000000 Penalty: 5931.937500
	Iteration 56Q: 3 clusters Score -2.197823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -21978212.000000 Penalty: 5931.937500
	Iteration 57Q: 3 clusters Score -2.197821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155149 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -21978216.000000 Penalty: 5931.937500
	Iteration 58Q: 3 clusters Score -2.197822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155150 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21978222.000000 Penalty: 5931.937500
	Iteration 59Q: 3 clusters Score -2.197822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155153 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -21978222.000000 Penalty: 5931.937500
	Iteration 60F: 3 clusters Score -2.197822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155156 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -21978216.000000 Penalty: 5931.937500
	Iteration 61Q: 3 clusters Score -2.197822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155159 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21978216.000000 Penalty: 5931.937500
	Iteration 62Q: 3 clusters Score -2.197822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155162 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -21978226.000000 Penalty: 5931.937500
	Iteration 63Q: 3 clusters Score -2.197823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155166 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -21978238.000000 Penalty: 5931.937500
	Iteration 64Q: 3 clusters Score -2.197824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -21978240.000000 Penalty: 5931.937500
	Iteration 65Q: 3 clusters Score -2.197824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155173 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -21978224.000000 Penalty: 5931.937500
	Iteration 66Q: 3 clusters Score -2.197822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155178 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -21978228.000000 Penalty: 5931.937500
	Iteration 67Q: 3 clusters Score -2.197823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155189 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -21978234.000000 Penalty: 5931.937500
	Iteration 68Q: 3 clusters Score -2.197823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155192 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21978232.000000 Penalty: 5931.937500
	Iteration 69Q: 3 clusters Score -2.197823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155192 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21978232.000000 Penalty: 5931.937500
	Iteration 70Q: 3 clusters Score -2.197823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -21978224.000000 Penalty: 5931.937500
	Iteration 71Q: 3 clusters Score -2.197822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155194 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21978238.000000 Penalty: 5931.937500
	Iteration 72Q: 3 clusters Score -2.197824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21978222.000000 Penalty: 5931.937500
	Iteration 73Q: 3 clusters Score -2.197822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155201 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -21978236.000000 Penalty: 5931.937500
	Iteration 74Q: 3 clusters Score -2.197824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21978230.000000 Penalty: 5931.937500
	Iteration 75Q: 3 clusters Score -2.197823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21978224.000000 Penalty: 5931.937500
	Iteration 76Q: 3 clusters Score -2.197822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155193 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -21978220.000000 Penalty: 5931.937500
	Iteration 77Q: 3 clusters Score -2.197822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155194 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21978210.000000 Penalty: 5931.937500
	Iteration 78Q: 3 clusters Score -2.197821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -21978218.000000 Penalty: 5931.937500
	Iteration 79Q: 3 clusters Score -2.197822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -21978212.000000 Penalty: 5931.937500
	Iteration 80F: 3 clusters Score -2.197821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -21978214.000000 Penalty: 5931.937500
	Iteration 81Q: 3 clusters Score -2.197821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21978204.000000 Penalty: 5931.937500
	Iteration 82Q: 3 clusters Score -2.19782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -21978210.000000 Penalty: 5931.937500
	Iteration 83Q: 3 clusters Score -2.197821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21978214.000000 Penalty: 5931.937500
	Iteration 84Q: 3 clusters Score -2.197821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21978212.000000 Penalty: 5931.937500
	Iteration 85Q: 3 clusters Score -2.197821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21978220.000000 Penalty: 5931.937500
	Iteration 86Q: 3 clusters Score -2.197822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -21978220.000000 Penalty: 5931.937500
	Iteration 87Q: 3 clusters Score -2.197822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21978232.000000 Penalty: 5931.937500
	Iteration 88Q: 3 clusters Score -2.197823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -21978218.000000 Penalty: 5931.937500
	Iteration 89Q: 3 clusters Score -2.197822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21978236.000000 Penalty: 5931.937500
	Iteration 90Q: 3 clusters Score -2.197824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21978238.000000 Penalty: 5931.937500
	Iteration 91Q: 3 clusters Score -2.197824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155205 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21978230.000000 Penalty: 5931.937500
	Iteration 92Q: 3 clusters Score -2.197823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21978228.000000 Penalty: 5931.937500
	Iteration 93Q: 3 clusters Score -2.197823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155209 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21978230.000000 Penalty: 5931.937500
	Iteration 94Q: 3 clusters Score -2.197823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155213 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -21978236.000000 Penalty: 5931.937500
	Iteration 95Q: 3 clusters Score -2.197824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155217 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21978220.000000 Penalty: 5931.937500
	Iteration 96Q: 3 clusters Score -2.197822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155217 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21978226.000000 Penalty: 5931.937500
	Iteration 97Q: 3 clusters Score -2.197823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155217 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21978226.000000 Penalty: 5931.937500
	Iteration 98Q: 3 clusters Score -2.197823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155218 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -21978230.000000 Penalty: 5931.937500
	Iteration 99Q: 3 clusters Score -2.197823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21978192.000000 Penalty: 5931.937500
	Iteration 100F: 3 clusters Score -2.197819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -21978202.000000 Penalty: 5931.937500
	Iteration 101Q: 3 clusters Score -2.19782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21978214.000000 Penalty: 5931.937500
	Iteration 102Q: 3 clusters Score -2.197821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155220 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -21978212.000000 Penalty: 5931.937500
	Iteration 103Q: 3 clusters Score -2.197821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21978224.000000 Penalty: 5931.937500
	Iteration 104Q: 3 clusters Score -2.197822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155227 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -21978236.000000 Penalty: 5931.937500
	Iteration 105Q: 3 clusters Score -2.197824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -21978232.000000 Penalty: 5931.937500
	Iteration 106Q: 3 clusters Score -2.197823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155226 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -21978220.000000 Penalty: 5931.937500
	Iteration 107Q: 3 clusters Score -2.197822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155227 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -21978226.000000 Penalty: 5931.937500
	Iteration 108Q: 3 clusters Score -2.197823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21978220.000000 Penalty: 5931.937500
	Iteration 109Q: 3 clusters Score -2.197822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155232 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -21978234.000000 Penalty: 5931.937500
	Iteration 110Q: 3 clusters Score -2.197823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155234 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21978232.000000 Penalty: 5931.937500
	Iteration 111Q: 3 clusters Score -2.197823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155237 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -21978244.000000 Penalty: 5931.937500
	Iteration 112Q: 3 clusters Score -2.197824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21978238.000000 Penalty: 5931.937500
	Iteration 113Q: 3 clusters Score -2.197824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155242 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -21978240.000000 Penalty: 5931.937500
	Iteration 114Q: 3 clusters Score -2.197824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21978236.000000 Penalty: 5931.937500
	Iteration 115Q: 3 clusters Score -2.197824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21978236.000000 Penalty: 5931.937500
	Iteration 116Q: 3 clusters Score -2.197824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21978246.000000 Penalty: 5931.937500
	Iteration 117Q: 3 clusters Score -2.197825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21978258.000000 Penalty: 5931.937500
	Iteration 118Q: 3 clusters Score -2.197826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155242 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -21978264.000000 Penalty: 5931.937500
	Iteration 119Q: 3 clusters Score -2.197826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155243 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -21978262.000000 Penalty: 5931.937500
	Iteration 120F: 3 clusters Score -2.197826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Entering Unmasked Estep 
Score: -1207357.250000 Penalty: 2244.762695
	Iteration 0F: 2 clusters Score -1207357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1200599.125000 Penalty: 4489.525391
	Iteration 0F: 3 clusters Score -1200599 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1202494.250000 Penalty: 4489.525391
	Iteration 1F: 3 clusters Score -1202494 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1202727.625000 Penalty: 4489.525391
	Iteration 2F: 3 clusters Score -1202728 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1202884.000000 Penalty: 4489.525391
	Iteration 3Q: 3 clusters Score -1202884 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1202989.875000 Penalty: 4489.525391
	Iteration 4Q: 3 clusters Score -1202990 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1203075.375000 Penalty: 4489.525391
	Iteration 5Q: 3 clusters Score -1203075 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1203159.500000 Penalty: 4489.525391
	Iteration 6Q: 3 clusters Score -1203160 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1203257.125000 Penalty: 4489.525391
	Iteration 7Q: 3 clusters Score -1203257 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1203337.000000 Penalty: 4489.525391
	Iteration 8Q: 3 clusters Score -1203337 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1203387.250000 Penalty: 4489.525391
	Iteration 9Q: 3 clusters Score -1203387 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1203446.125000 Penalty: 4489.525391
	Iteration 10Q: 3 clusters Score -1203446 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1203499.750000 Penalty: 4489.525391
	Iteration 11Q: 3 clusters Score -1203500 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1203582.375000 Penalty: 4489.525391
	Iteration 12Q: 3 clusters Score -1203582 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1203671.750000 Penalty: 4489.525391
	Iteration 13Q: 3 clusters Score -1203672 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1203765.500000 Penalty: 4489.525391
	Iteration 14Q: 3 clusters Score -1203766 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1203876.375000 Penalty: 4489.525391
	Iteration 15Q: 3 clusters Score -1203876 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1204034.500000 Penalty: 4489.525391
	Iteration 16Q: 3 clusters Score -1204034 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1204232.875000 Penalty: 4489.525391
	Iteration 17Q: 3 clusters Score -1204233 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1204483.750000 Penalty: 4489.525391
	Iteration 18Q: 3 clusters Score -1204484 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1204766.875000 Penalty: 4489.525391
	Iteration 19Q: 3 clusters Score -1204767 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1205019.750000 Penalty: 4489.525391
	Iteration 20F: 3 clusters Score -1205020 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1205185.625000 Penalty: 4489.525391
	Iteration 21Q: 3 clusters Score -1205186 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1205292.875000 Penalty: 4489.525391
	Iteration 22Q: 3 clusters Score -1205293 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1205363.000000 Penalty: 4489.525391
	Iteration 23Q: 3 clusters Score -1205363 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1205406.875000 Penalty: 4489.525391
	Iteration 24Q: 3 clusters Score -1205407 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1205423.875000 Penalty: 4489.525391
	Iteration 25Q: 3 clusters Score -1205424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1205436.875000 Penalty: 4489.525391
	Iteration 26Q: 3 clusters Score -1205437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1205445.750000 Penalty: 4489.525391
	Iteration 27Q: 3 clusters Score -1205446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1205451.500000 Penalty: 4489.525391
	Iteration 28Q: 3 clusters Score -1205452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1205463.625000 Penalty: 4489.525391
	Iteration 29Q: 3 clusters Score -1205464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1205464.125000 Penalty: 4489.525391
	Iteration 30Q: 3 clusters Score -1205464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1205471.500000 Penalty: 4489.525391
	Iteration 31Q: 3 clusters Score -1205472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1205476.750000 Penalty: 4489.525391
	Iteration 32Q: 3 clusters Score -1205477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1205475.000000 Penalty: 4489.525391
	Iteration 33Q: 3 clusters Score -1205475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1205480.000000 Penalty: 4489.525391
	Iteration 34Q: 3 clusters Score -1205480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1205483.750000 Penalty: 4489.525391
	Iteration 35Q: 3 clusters Score -1205484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1205486.250000 Penalty: 4489.525391
	Iteration 36Q: 3 clusters Score -1205486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1205488.250000 Penalty: 4489.525391
	Iteration 37Q: 3 clusters Score -1205488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1205489.750000 Penalty: 4489.525391
	Iteration 38Q: 3 clusters Score -1205490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1205489.375000 Penalty: 4489.525391
	Iteration 39Q: 3 clusters Score -1205489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1205490.875000 Penalty: 4489.525391
	Iteration 40F: 3 clusters Score -1205491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1205498.625000 Penalty: 4489.525391
	Iteration 41Q: 3 clusters Score -1205499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1205501.375000 Penalty: 4489.525391
	Iteration 42Q: 3 clusters Score -1205501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1205506.500000 Penalty: 4489.525391
	Iteration 43Q: 3 clusters Score -1205506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1205507.125000 Penalty: 4489.525391
	Iteration 44Q: 3 clusters Score -1205507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1205508.125000 Penalty: 4489.525391
	Iteration 45Q: 3 clusters Score -1205508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1205508.250000 Penalty: 4489.525391
	Iteration 46Q: 3 clusters Score -1205508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1205510.375000 Penalty: 4489.525391
	Iteration 47Q: 3 clusters Score -1205510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1205512.125000 Penalty: 4489.525391
	Iteration 48Q: 3 clusters Score -1205512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1205514.000000 Penalty: 4489.525391
	Iteration 49Q: 3 clusters Score -1205514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1205516.000000 Penalty: 4489.525391
	Iteration 50Q: 3 clusters Score -1205516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1205516.125000 Penalty: 4489.525391
	Iteration 51Q: 3 clusters Score -1205516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1205519.625000 Penalty: 4489.525391
	Iteration 52Q: 3 clusters Score -1205520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1205521.125000 Penalty: 4489.525391
	Iteration 53Q: 3 clusters Score -1205521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1205523.500000 Penalty: 4489.525391
	Iteration 54Q: 3 clusters Score -1205524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1205522.500000 Penalty: 4489.525391
	Iteration 55Q: 3 clusters Score -1205522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1205527.000000 Penalty: 4489.525391
	Iteration 56Q: 3 clusters Score -1205527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1205526.125000 Penalty: 4489.525391
	Iteration 57Q: 3 clusters Score -1205526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1205524.625000 Penalty: 4489.525391
	Iteration 58Q: 3 clusters Score -1205525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1205525.375000 Penalty: 4489.525391
	Iteration 59Q: 3 clusters Score -1205525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1205525.125000 Penalty: 4489.525391
	Iteration 60F: 3 clusters Score -1205525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1205526.375000 Penalty: 4489.525391
	Iteration 61Q: 3 clusters Score -1205526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1205528.375000 Penalty: 4489.525391
	Iteration 62Q: 3 clusters Score -1205528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1205530.875000 Penalty: 4489.525391
	Iteration 63Q: 3 clusters Score -1205531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1205533.625000 Penalty: 4489.525391
	Iteration 64Q: 3 clusters Score -1205534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1205533.250000 Penalty: 4489.525391
	Iteration 65Q: 3 clusters Score -1205533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1205533.750000 Penalty: 4489.525391
	Iteration 66Q: 3 clusters Score -1205534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1205538.375000 Penalty: 4489.525391
	Iteration 67Q: 3 clusters Score -1205538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1205536.750000 Penalty: 4489.525391
	Iteration 68Q: 3 clusters Score -1205537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1205536.250000 Penalty: 4489.525391
	Iteration 69Q: 3 clusters Score -1205536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1205538.375000 Penalty: 4489.525391
	Iteration 70Q: 3 clusters Score -1205538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1205535.375000 Penalty: 4489.525391
	Iteration 71Q: 3 clusters Score -1205535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1205536.750000 Penalty: 4489.525391
	Iteration 72Q: 3 clusters Score -1205537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1205539.000000 Penalty: 4489.525391
	Iteration 73Q: 3 clusters Score -1205539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1205539.000000 Penalty: 4489.525391
	Iteration 74Q: 3 clusters Score -1205539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1205537.000000 Penalty: 4489.525391
	Iteration 75Q: 3 clusters Score -1205537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1205539.375000 Penalty: 4489.525391
	Iteration 76Q: 3 clusters Score -1205539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1205541.625000 Penalty: 4489.525391
	Iteration 77Q: 3 clusters Score -1205542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1205543.000000 Penalty: 4489.525391
	Iteration 78Q: 3 clusters Score -1205543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1205544.750000 Penalty: 4489.525391
	Iteration 79Q: 3 clusters Score -1205545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1205545.375000 Penalty: 4489.525391
	Iteration 80F: 3 clusters Score -1205545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1205546.500000 Penalty: 4489.525391
	Iteration 81Q: 3 clusters Score -1205546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1205546.875000 Penalty: 4489.525391
	Iteration 82Q: 3 clusters Score -1205547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1205551.000000 Penalty: 4489.525391
	Iteration 83Q: 3 clusters Score -1205551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1205552.000000 Penalty: 4489.525391
	Iteration 84Q: 3 clusters Score -1205552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1205552.500000 Penalty: 4489.525391
	Iteration 85Q: 3 clusters Score -1205552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1205554.750000 Penalty: 4489.525391
	Iteration 86Q: 3 clusters Score -1205555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1205556.750000 Penalty: 4489.525391
	Iteration 87Q: 3 clusters Score -1205557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1205554.625000 Penalty: 4489.525391
	Iteration 88Q: 3 clusters Score -1205555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1205555.625000 Penalty: 4489.525391
	Iteration 89Q: 3 clusters Score -1205556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1205555.625000 Penalty: 4489.525391
	Iteration 90F: 3 clusters Score -1205556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1806 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 3 contains 126 members 
Mstep: Class 4 contains 166587 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 42120 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189823 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36509 members 
Mstep: Class 12 contains 143149 members 
Mstep: Class 13 contains 31578 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 25131 members 
Mstep: Class 16 contains 115775 members 
Mstep: Class 17 contains 100 members 
Mstep: Class 18 contains 34086 members 
Mstep: Class 19 contains 156303 members 
Mstep: Class 20 contains 8531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3243.243408 but Gain 3440.281250
Score: -147011424.000000 Penalty: 68805.593750
Iteration 119Q: 21 clusters Score -1.470114e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 1804 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 166421 members 
Mstep: Class 5 contains 4708 members 
Mstep: Class 6 contains 42140 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189863 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36600 members 
Mstep: Class 12 contains 143014 members 
Mstep: Class 13 contains 31599 members 
Mstep: Class 14 contains 279 members 
Mstep: Class 15 contains 25639 members 
Mstep: Class 16 contains 115645 members 
Mstep: Class 17 contains 221 members 
Mstep: Class 18 contains 34022 members 
Mstep: Class 19 contains 156294 members 
Mstep: Class 20 contains 8522 members 
Mstep: Class 21 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147013456.000000 Penalty: 68805.593750
Iteration 120F: 21 clusters Score -1.470135e+08 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 1799 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 166270 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 42155 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189871 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36685 members 
Mstep: Class 12 contains 142849 members 
Mstep: Class 13 contains 31605 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 26127 members 
Mstep: Class 16 contains 115505 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 33955 members 
Mstep: Class 19 contains 156341 members 
Mstep: Class 20 contains 8513 members 
Mstep: Class 21 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147014000.000000 Penalty: 68805.593750
Iteration 121Q: 21 clusters Score -1.47014e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 1799 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 4 contains 166144 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 42164 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189915 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36753 members 
Mstep: Class 12 contains 142643 members 
Mstep: Class 13 contains 31600 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 26634 members 
Mstep: Class 16 contains 115389 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 33903 members 
Mstep: Class 19 contains 156355 members 
Mstep: Class 20 contains 8508 members 
Mstep: Class 21 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147013984.000000 Penalty: 68805.593750
Iteration 122Q: 21 clusters Score -1.47014e+08 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 1799 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 4 contains 166028 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 42180 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 189960 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36834 members 
Mstep: Class 12 contains 142431 members 
Mstep: Class 13 contains 31591 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 27121 members 
Mstep: Class 16 contains 115264 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 33830 members 
Mstep: Class 19 contains 156391 members 
Mstep: Class 20 contains 8491 members 
Mstep: Class 21 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147014032.000000 Penalty: 68805.593750
Iteration 123Q: 21 clusters Score -1.47014e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 1799 members 
Mstep: Class 1 contains 95837 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165873 members 
Mstep: Class 5 contains 4887 members 
Mstep: Class 6 contains 42176 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 190011 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36905 members 
Mstep: Class 12 contains 142227 members 
Mstep: Class 13 contains 31583 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 27588 members 
Mstep: Class 16 contains 115151 members 
Mstep: Class 17 contains 224 members 
Mstep: Class 18 contains 33771 members 
Mstep: Class 19 contains 156478 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 21 clusters Score -1.470145e+08 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1799 members 
Mstep: Class 1 contains 95674 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165772 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 6 contains 42149 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 190055 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 36959 members 
Mstep: Class 12 contains 142039 members 
Mstep: Class 13 contains 31584 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 28056 members 
Mstep: Class 16 contains 115065 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 33708 members 
Mstep: Class 19 contains 156505 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 21 clusters Score -1.470151e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 1799 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165665 members 
Mstep: Class 5 contains 4967 members 
Mstep: Class 6 contains 42126 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 190085 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 37030 members 
Mstep: Class 12 contains 141783 members 
Mstep: Class 13 contains 31578 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 28493 members 
Mstep: Class 16 contains 114986 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 33652 members 
Mstep: Class 19 contains 156611 members 
Mstep: Class 20 contains 8465 members 
Mstep: Class 21 contains 682 members 
Entering Unmasked Estep 
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Iteration 126Q: 21 clusters Score -1.470156e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 1799 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165535 members 
Mstep: Class 5 contains 4997 members 
Mstep: Class 6 contains 42116 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 190101 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37125 members 
Mstep: Class 12 contains 141527 members 
Mstep: Class 13 contains 31570 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 114935 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 33601 members 
Mstep: Class 19 contains 156740 members 
Mstep: Class 20 contains 8465 members 
Mstep: Class 21 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 21 clusters Score -1.470159e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 1799 members 
Mstep: Class 1 contains 95213 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165433 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 42096 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 190139 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37200 members 
Mstep: Class 12 contains 141327 members 
Mstep: Class 13 contains 31548 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 29264 members 
Mstep: Class 16 contains 114897 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 33554 members 
Mstep: Class 19 contains 156801 members 
Mstep: Class 20 contains 8467 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
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Iteration 128Q: 21 clusters Score -1.470158e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 1799 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165309 members 
Mstep: Class 5 contains 5055 members 
Mstep: Class 6 contains 42093 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190191 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37278 members 
Mstep: Class 12 contains 141113 members 
Mstep: Class 13 contains 31562 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 29649 members 
Mstep: Class 16 contains 114833 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 33508 members 
Mstep: Class 19 contains 156834 members 
Mstep: Class 20 contains 8474 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
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Iteration 129Q: 21 clusters Score -1.470157e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 1799 members 
Mstep: Class 1 contains 94933 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165189 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 42087 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190265 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37344 members 
Mstep: Class 12 contains 140933 members 
Mstep: Class 13 contains 31579 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 30027 members 
Mstep: Class 16 contains 114743 members 
Mstep: Class 17 contains 219 members 
Mstep: Class 18 contains 33470 members 
Mstep: Class 19 contains 156843 members 
Mstep: Class 20 contains 8476 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
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Iteration 130Q: 21 clusters Score -1.470158e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165161 members 
Mstep: Class 5 contains 5106 members 
Mstep: Class 6 contains 42078 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190312 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37414 members 
Mstep: Class 12 contains 140728 members 
Mstep: Class 13 contains 31602 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 30386 members 
Mstep: Class 16 contains 114639 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 33433 members 
Mstep: Class 19 contains 156833 members 
Mstep: Class 20 contains 8463 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
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Iteration 131Q: 21 clusters Score -1.470159e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 94719 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165162 members 
Mstep: Class 5 contains 5114 members 
Mstep: Class 6 contains 42062 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190386 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37462 members 
Mstep: Class 12 contains 140531 members 
Mstep: Class 13 contains 31614 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 30730 members 
Mstep: Class 16 contains 114553 members 
Mstep: Class 17 contains 224 members 
Mstep: Class 18 contains 33405 members 
Mstep: Class 19 contains 156774 members 
Mstep: Class 20 contains 8457 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
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Iteration 132Q: 21 clusters Score -1.47016e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 94622 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165219 members 
Mstep: Class 5 contains 5124 members 
Mstep: Class 6 contains 42041 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190457 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37509 members 
Mstep: Class 12 contains 140344 members 
Mstep: Class 13 contains 31629 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 31059 members 
Mstep: Class 16 contains 114421 members 
Mstep: Class 17 contains 229 members 
Mstep: Class 18 contains 33364 members 
Mstep: Class 19 contains 156721 members 
Mstep: Class 20 contains 8459 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
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Iteration 133Q: 21 clusters Score -1.470162e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165275 members 
Mstep: Class 5 contains 5134 members 
Mstep: Class 6 contains 42039 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190514 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37569 members 
Mstep: Class 12 contains 140159 members 
Mstep: Class 13 contains 31641 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 31388 members 
Mstep: Class 16 contains 114313 members 
Mstep: Class 17 contains 234 members 
Mstep: Class 18 contains 33339 members 
Mstep: Class 19 contains 156589 members 
Mstep: Class 20 contains 8459 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 21 clusters Score -1.470164e+08 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165323 members 
Mstep: Class 5 contains 5149 members 
Mstep: Class 6 contains 42028 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190562 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37621 members 
Mstep: Class 12 contains 139990 members 
Mstep: Class 13 contains 31644 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 31690 members 
Mstep: Class 16 contains 114202 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 33335 members 
Mstep: Class 19 contains 156497 members 
Mstep: Class 20 contains 8458 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 21 clusters Score -1.470161e+08 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165335 members 
Mstep: Class 5 contains 5157 members 
Mstep: Class 6 contains 42033 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190589 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37666 members 
Mstep: Class 12 contains 139829 members 
Mstep: Class 13 contains 31654 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 31963 members 
Mstep: Class 16 contains 114138 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 33351 members 
Mstep: Class 19 contains 156418 members 
Mstep: Class 20 contains 8453 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147016240.000000 Penalty: 68805.593750
Iteration 136Q: 21 clusters Score -1.470162e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165351 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 42023 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 190588 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37719 members 
Mstep: Class 12 contains 139641 members 
Mstep: Class 13 contains 31666 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 32237 members 
Mstep: Class 16 contains 114062 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 33355 members 
Mstep: Class 19 contains 156402 members 
Mstep: Class 20 contains 8441 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 21 clusters Score -1.470164e+08 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 94243 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165357 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 6 contains 42032 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190556 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37763 members 
Mstep: Class 12 contains 139440 members 
Mstep: Class 13 contains 31681 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 32529 members 
Mstep: Class 16 contains 113992 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 33362 members 
Mstep: Class 19 contains 156401 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 21 clusters Score -1.470167e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 94172 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165371 members 
Mstep: Class 5 contains 5180 members 
Mstep: Class 6 contains 42031 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190551 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37812 members 
Mstep: Class 12 contains 139269 members 
Mstep: Class 13 contains 31682 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 32801 members 
Mstep: Class 16 contains 113898 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 33369 members 
Mstep: Class 19 contains 156392 members 
Mstep: Class 20 contains 8441 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 21 clusters Score -1.470167e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165360 members 
Mstep: Class 5 contains 5190 members 
Mstep: Class 6 contains 42018 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190577 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37862 members 
Mstep: Class 12 contains 139097 members 
Mstep: Class 13 contains 31678 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 33088 members 
Mstep: Class 16 contains 113837 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 33369 members 
Mstep: Class 19 contains 156345 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
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Iteration 140F: 21 clusters Score -1.470173e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1784 members 
Mstep: Class 1 contains 94049 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165369 members 
Mstep: Class 5 contains 5194 members 
Mstep: Class 6 contains 42004 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190590 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37908 members 
Mstep: Class 12 contains 138900 members 
Mstep: Class 13 contains 31668 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 33373 members 
Mstep: Class 16 contains 113803 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 33367 members 
Mstep: Class 19 contains 156307 members 
Mstep: Class 20 contains 8437 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
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Iteration 141Q: 21 clusters Score -1.470189e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93979 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 4 contains 165370 members 
Mstep: Class 5 contains 5202 members 
Mstep: Class 6 contains 42008 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190611 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37955 members 
Mstep: Class 12 contains 138695 members 
Mstep: Class 13 contains 31660 members 
Mstep: Class 14 contains 235 members 
Mstep: Class 15 contains 33668 members 
Mstep: Class 16 contains 113717 members 
Mstep: Class 17 contains 271 members 
Mstep: Class 18 contains 33386 members 
Mstep: Class 19 contains 156291 members 
Mstep: Class 20 contains 8428 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 21 clusters Score -1.470194e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 211 members 
Mstep: Class 4 contains 165414 members 
Mstep: Class 5 contains 5212 members 
Mstep: Class 6 contains 42013 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190646 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37968 members 
Mstep: Class 12 contains 138526 members 
Mstep: Class 13 contains 31651 members 
Mstep: Class 14 contains 232 members 
Mstep: Class 15 contains 33934 members 
Mstep: Class 16 contains 113661 members 
Mstep: Class 17 contains 273 members 
Mstep: Class 18 contains 33384 members 
Mstep: Class 19 contains 156224 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 684 members 
Entering Unmasked Estep 
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Iteration 143Q: 21 clusters Score -1.470201e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 4 contains 165464 members 
Mstep: Class 5 contains 5214 members 
Mstep: Class 6 contains 41996 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190680 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37994 members 
Mstep: Class 12 contains 138351 members 
Mstep: Class 13 contains 31656 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 34166 members 
Mstep: Class 16 contains 113616 members 
Mstep: Class 17 contains 272 members 
Mstep: Class 18 contains 33384 members 
Mstep: Class 19 contains 156160 members 
Mstep: Class 20 contains 8429 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
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Iteration 144Q: 21 clusters Score -1.470207e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 213 members 
Mstep: Class 4 contains 165535 members 
Mstep: Class 5 contains 5215 members 
Mstep: Class 6 contains 41982 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190718 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 38019 members 
Mstep: Class 12 contains 138189 members 
Mstep: Class 13 contains 31652 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 34368 members 
Mstep: Class 16 contains 113568 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33369 members 
Mstep: Class 19 contains 156117 members 
Mstep: Class 20 contains 8426 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
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Iteration 145Q: 21 clusters Score -1.470208e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93751 members 
Mstep: Class 2 contains 214 members 
Mstep: Class 4 contains 165603 members 
Mstep: Class 5 contains 5217 members 
Mstep: Class 6 contains 41965 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190742 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 138058 members 
Mstep: Class 13 contains 31654 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 34584 members 
Mstep: Class 16 contains 113501 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33355 members 
Mstep: Class 19 contains 156071 members 
Mstep: Class 20 contains 8428 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
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Iteration 146Q: 21 clusters Score -1.47021e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 165677 members 
Mstep: Class 5 contains 5222 members 
Mstep: Class 6 contains 41956 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190784 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 38047 members 
Mstep: Class 12 contains 137909 members 
Mstep: Class 13 contains 31655 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 34782 members 
Mstep: Class 16 contains 113440 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33337 members 
Mstep: Class 19 contains 156047 members 
Mstep: Class 20 contains 8428 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
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Iteration 147Q: 21 clusters Score -1.470209e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 165747 members 
Mstep: Class 5 contains 5225 members 
Mstep: Class 6 contains 41935 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190819 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 38061 members 
Mstep: Class 12 contains 137744 members 
Mstep: Class 13 contains 31647 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 34950 members 
Mstep: Class 16 contains 113378 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33321 members 
Mstep: Class 19 contains 156088 members 
Mstep: Class 20 contains 8426 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147020768.000000 Penalty: 68805.593750
Iteration 148Q: 21 clusters Score -1.470208e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93573 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 165815 members 
Mstep: Class 5 contains 5226 members 
Mstep: Class 6 contains 41927 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190870 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 38073 members 
Mstep: Class 12 contains 137591 members 
Mstep: Class 13 contains 31647 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 35111 members 
Mstep: Class 16 contains 113342 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33322 members 
Mstep: Class 19 contains 156050 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147020768.000000 Penalty: 68805.593750
Iteration 149Q: 21 clusters Score -1.470208e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 165864 members 
Mstep: Class 5 contains 5232 members 
Mstep: Class 6 contains 41910 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190904 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38082 members 
Mstep: Class 12 contains 137440 members 
Mstep: Class 13 contains 31646 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 35282 members 
Mstep: Class 16 contains 113303 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33317 members 
Mstep: Class 19 contains 156042 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147020976.000000 Penalty: 68805.593750
Iteration 150Q: 21 clusters Score -1.47021e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93483 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 165899 members 
Mstep: Class 5 contains 5237 members 
Mstep: Class 6 contains 41900 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190933 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38097 members 
Mstep: Class 12 contains 137312 members 
Mstep: Class 13 contains 31631 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 35425 members 
Mstep: Class 16 contains 113271 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33334 members 
Mstep: Class 19 contains 156030 members 
Mstep: Class 20 contains 8421 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147021232.000000 Penalty: 68805.593750
Iteration 151Q: 21 clusters Score -1.470212e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 165957 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 41898 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 190966 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38093 members 
Mstep: Class 12 contains 137190 members 
Mstep: Class 13 contains 31617 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 35583 members 
Mstep: Class 16 contains 113242 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33337 members 
Mstep: Class 19 contains 155976 members 
Mstep: Class 20 contains 8419 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147021312.000000 Penalty: 68805.593750
Iteration 152Q: 21 clusters Score -1.470213e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 165986 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 41895 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191005 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38102 members 
Mstep: Class 12 contains 137039 members 
Mstep: Class 13 contains 31607 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 35758 members 
Mstep: Class 16 contains 113199 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33350 members 
Mstep: Class 19 contains 155955 members 
Mstep: Class 20 contains 8409 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147021360.000000 Penalty: 68805.593750
Iteration 153Q: 21 clusters Score -1.470214e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93385 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166009 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 41893 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191026 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38110 members 
Mstep: Class 12 contains 136910 members 
Mstep: Class 13 contains 31599 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 35912 members 
Mstep: Class 16 contains 113177 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33348 members 
Mstep: Class 19 contains 155946 members 
Mstep: Class 20 contains 8405 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147021424.000000 Penalty: 68805.593750
Iteration 154Q: 21 clusters Score -1.470214e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166008 members 
Mstep: Class 5 contains 5256 members 
Mstep: Class 6 contains 41881 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191062 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38117 members 
Mstep: Class 12 contains 136803 members 
Mstep: Class 13 contains 31585 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 36062 members 
Mstep: Class 16 contains 113171 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33364 members 
Mstep: Class 19 contains 155920 members 
Mstep: Class 20 contains 8398 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147021408.000000 Penalty: 68805.593750
Iteration 155Q: 21 clusters Score -1.470214e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 165998 members 
Mstep: Class 5 contains 5261 members 
Mstep: Class 6 contains 41878 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191094 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38116 members 
Mstep: Class 12 contains 136701 members 
Mstep: Class 13 contains 31586 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 36212 members 
Mstep: Class 16 contains 113170 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33372 members 
Mstep: Class 19 contains 155880 members 
Mstep: Class 20 contains 8387 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147021552.000000 Penalty: 68805.593750
Iteration 156Q: 21 clusters Score -1.470216e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 165998 members 
Mstep: Class 5 contains 5265 members 
Mstep: Class 6 contains 41868 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191125 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38119 members 
Mstep: Class 12 contains 136587 members 
Mstep: Class 13 contains 31582 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 36358 members 
Mstep: Class 16 contains 113138 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33368 members 
Mstep: Class 19 contains 155905 members 
Mstep: Class 20 contains 8380 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147021968.000000 Penalty: 68805.593750
Iteration 157Q: 21 clusters Score -1.47022e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166019 members 
Mstep: Class 5 contains 5267 members 
Mstep: Class 6 contains 41855 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191164 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38124 members 
Mstep: Class 12 contains 136490 members 
Mstep: Class 13 contains 31578 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 36493 members 
Mstep: Class 16 contains 113098 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33358 members 
Mstep: Class 19 contains 155918 members 
Mstep: Class 20 contains 8369 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147022128.000000 Penalty: 68805.593750
Iteration 158Q: 21 clusters Score -1.470221e+08 nChanged 1277
Entering ConstructFrom: 
Score: -147022128.000000 Penalty: 68805.593750
Entering ConstructFrom: 
Trying to split cluster 1 (93206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93206 members 
Entering Unmasked Estep 
Score: -13241600.000000 Penalty: 2837.756836
	Iteration 0F: 2 clusters Score -1.32416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -13179661.000000 Penalty: 5675.513672
	Iteration 0F: 3 clusters Score -1.317966e+07 nChanged 43903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -13204329.000000 Penalty: 5675.513672
	Iteration 1F: 3 clusters Score -1.320433e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -13204818.000000 Penalty: 5675.513672
	Iteration 2Q: 3 clusters Score -1.320482e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -13205286.000000 Penalty: 5675.513672
	Iteration 3Q: 3 clusters Score -1.320529e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -13205943.000000 Penalty: 5675.513672
	Iteration 4Q: 3 clusters Score -1.320594e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -13206896.000000 Penalty: 5675.513672
	Iteration 5Q: 3 clusters Score -1.32069e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -13208401.000000 Penalty: 5675.513672
	Iteration 6Q: 3 clusters Score -1.32084e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -13211050.000000 Penalty: 5675.513672
	Iteration 7F: 3 clusters Score -1.321105e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -13215344.000000 Penalty: 5675.513672
	Iteration 8F: 3 clusters Score -1.321534e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -13221707.000000 Penalty: 5675.513672
	Iteration 9F: 3 clusters Score -1.322171e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -13228562.000000 Penalty: 5675.513672
	Iteration 10F: 3 clusters Score -1.322856e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -13233820.000000 Penalty: 5675.513672
	Iteration 11F: 3 clusters Score -1.323382e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -13236792.000000 Penalty: 5675.513672
	Iteration 12Q: 3 clusters Score -1.323679e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90711 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -13238290.000000 Penalty: 5675.513672
	Iteration 13Q: 3 clusters Score -1.323829e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -13238942.000000 Penalty: 5675.513672
	Iteration 14Q: 3 clusters Score -1.323894e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13239310.000000 Penalty: 5675.513672
	Iteration 15Q: 3 clusters Score -1.323931e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13239423.000000 Penalty: 5675.513672
	Iteration 16Q: 3 clusters Score -1.323942e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -13239481.000000 Penalty: 5675.513672
	Iteration 17Q: 3 clusters Score -1.323948e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -13239550.000000 Penalty: 5675.513672
	Iteration 18Q: 3 clusters Score -1.323955e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -13239597.000000 Penalty: 5675.513672
	Iteration 19Q: 3 clusters Score -1.32396e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -13239599.000000 Penalty: 5675.513672
	Iteration 20F: 3 clusters Score -1.32396e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13239602.000000 Penalty: 5675.513672
	Iteration 21Q: 3 clusters Score -1.32396e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -13239589.000000 Penalty: 5675.513672
	Iteration 22Q: 3 clusters Score -1.323959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -13239590.000000 Penalty: 5675.513672
	Iteration 23Q: 3 clusters Score -1.323959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -13239598.000000 Penalty: 5675.513672
	Iteration 24Q: 3 clusters Score -1.32396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -13239613.000000 Penalty: 5675.513672
	Iteration 25Q: 3 clusters Score -1.323961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -13239617.000000 Penalty: 5675.513672
	Iteration 26Q: 3 clusters Score -1.323962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13239616.000000 Penalty: 5675.513672
	Iteration 27Q: 3 clusters Score -1.323962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -13239624.000000 Penalty: 5675.513672
	Iteration 28Q: 3 clusters Score -1.323962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13239631.000000 Penalty: 5675.513672
	Iteration 29Q: 3 clusters Score -1.323963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -13239634.000000 Penalty: 5675.513672
	Iteration 30Q: 3 clusters Score -1.323963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -13239630.000000 Penalty: 5675.513672
	Iteration 31Q: 3 clusters Score -1.323963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -13239632.000000 Penalty: 5675.513672
	Iteration 32Q: 3 clusters Score -1.323963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -13239638.000000 Penalty: 5675.513672
	Iteration 33Q: 3 clusters Score -1.323964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91667 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -13239641.000000 Penalty: 5675.513672
	Iteration 34Q: 3 clusters Score -1.323964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -13239648.000000 Penalty: 5675.513672
	Iteration 35Q: 3 clusters Score -1.323965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -13239648.000000 Penalty: 5675.513672
	Iteration 36F: 3 clusters Score -1.323965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -26378.486328 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -26378.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25272.558594 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -25272.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25389.976562 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -25389.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25454.515625 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -25454.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25477.648438 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -25477.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25501.562500 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -25501.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25505.425781 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -25505.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25505.425781 Penalty: 2663.836426
	Iteration 6F: 3 clusters Score -25505.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (166056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166056 members 
Entering Unmasked Estep 
Score: -23263416.000000 Penalty: 2980.979980
	Iteration 0F: 2 clusters Score -2.326342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -23159790.000000 Penalty: 5961.959961
	Iteration 0F: 3 clusters Score -2.315979e+07 nChanged 79302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -23205314.000000 Penalty: 5961.959961
	Iteration 1F: 3 clusters Score -2.320531e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -23206008.000000 Penalty: 5961.959961
	Iteration 2Q: 3 clusters Score -2.320601e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -23206876.000000 Penalty: 5961.959961
	Iteration 3Q: 3 clusters Score -2.320688e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 79149 members 
Entering Unmasked Estep 
Score: -23207832.000000 Penalty: 5961.959961
	Iteration 4Q: 3 clusters Score -2.320783e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -23209038.000000 Penalty: 5961.959961
	Iteration 5Q: 3 clusters Score -2.320904e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92194 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -23210838.000000 Penalty: 5961.959961
	Iteration 6Q: 3 clusters Score -2.321084e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97140 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -23213584.000000 Penalty: 5961.959961
	Iteration 7Q: 3 clusters Score -2.321358e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -23218094.000000 Penalty: 5961.959961
	Iteration 8F: 3 clusters Score -2.321809e+07 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114348 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -23225548.000000 Penalty: 5961.959961
	Iteration 9F: 3 clusters Score -2.322555e+07 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126413 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -23235434.000000 Penalty: 5961.959961
	Iteration 10F: 3 clusters Score -2.323543e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138386 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -23246768.000000 Penalty: 5961.959961
	Iteration 11F: 3 clusters Score -2.324677e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147767 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -23254964.000000 Penalty: 5961.959961
	Iteration 12F: 3 clusters Score -2.325496e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153658 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -23259366.000000 Penalty: 5961.959961
	Iteration 13Q: 3 clusters Score -2.325937e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -23261222.000000 Penalty: 5961.959961
	Iteration 14Q: 3 clusters Score -2.326122e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158889 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -23262090.000000 Penalty: 5961.959961
	Iteration 15Q: 3 clusters Score -2.326209e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160128 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -23262400.000000 Penalty: 5961.959961
	Iteration 16Q: 3 clusters Score -2.32624e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160953 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -23262486.000000 Penalty: 5961.959961
	Iteration 17Q: 3 clusters Score -2.326249e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161582 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -23262470.000000 Penalty: 5961.959961
	Iteration 18Q: 3 clusters Score -2.326247e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162078 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -23262434.000000 Penalty: 5961.959961
	Iteration 19Q: 3 clusters Score -2.326243e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162467 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -23262364.000000 Penalty: 5961.959961
	Iteration 20F: 3 clusters Score -2.326236e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162768 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -23262320.000000 Penalty: 5961.959961
	Iteration 21Q: 3 clusters Score -2.326232e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162987 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -23262330.000000 Penalty: 5961.959961
	Iteration 22Q: 3 clusters Score -2.326233e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163146 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -23262316.000000 Penalty: 5961.959961
	Iteration 23Q: 3 clusters Score -2.326232e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163278 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -23262270.000000 Penalty: 5961.959961
	Iteration 24Q: 3 clusters Score -2.326227e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163368 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -23262306.000000 Penalty: 5961.959961
	Iteration 25Q: 3 clusters Score -2.326231e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -23262294.000000 Penalty: 5961.959961
	Iteration 26Q: 3 clusters Score -2.326229e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163514 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -23262268.000000 Penalty: 5961.959961
	Iteration 27Q: 3 clusters Score -2.326227e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163563 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -23262246.000000 Penalty: 5961.959961
	Iteration 28Q: 3 clusters Score -2.326225e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163609 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -23262240.000000 Penalty: 5961.959961
	Iteration 29Q: 3 clusters Score -2.326224e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163648 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -23262232.000000 Penalty: 5961.959961
	Iteration 30Q: 3 clusters Score -2.326223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163679 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -23262210.000000 Penalty: 5961.959961
	Iteration 31Q: 3 clusters Score -2.326221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163701 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -23262218.000000 Penalty: 5961.959961
	Iteration 32Q: 3 clusters Score -2.326222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -23262186.000000 Penalty: 5961.959961
	Iteration 33Q: 3 clusters Score -2.326219e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163752 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -23262216.000000 Penalty: 5961.959961
	Iteration 34Q: 3 clusters Score -2.326222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163771 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -23262230.000000 Penalty: 5961.959961
	Iteration 35Q: 3 clusters Score -2.326223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163793 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -23262212.000000 Penalty: 5961.959961
	Iteration 36Q: 3 clusters Score -2.326221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163814 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -23262222.000000 Penalty: 5961.959961
	Iteration 37Q: 3 clusters Score -2.326222e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163841 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -23262208.000000 Penalty: 5961.959961
	Iteration 38Q: 3 clusters Score -2.326221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163855 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -23262220.000000 Penalty: 5961.959961
	Iteration 39Q: 3 clusters Score -2.326222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163870 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -23262192.000000 Penalty: 5961.959961
	Iteration 40F: 3 clusters Score -2.326219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163880 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -23262202.000000 Penalty: 5961.959961
	Iteration 41Q: 3 clusters Score -2.32622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163885 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -23262204.000000 Penalty: 5961.959961
	Iteration 42Q: 3 clusters Score -2.32622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163894 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -23262202.000000 Penalty: 5961.959961
	Iteration 43Q: 3 clusters Score -2.32622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163901 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -23262184.000000 Penalty: 5961.959961
	Iteration 44Q: 3 clusters Score -2.326218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -23262190.000000 Penalty: 5961.959961
	Iteration 45Q: 3 clusters Score -2.326219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -23262198.000000 Penalty: 5961.959961
	Iteration 46Q: 3 clusters Score -2.32622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163917 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -23262218.000000 Penalty: 5961.959961
	Iteration 47Q: 3 clusters Score -2.326222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163922 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -23262214.000000 Penalty: 5961.959961
	Iteration 48Q: 3 clusters Score -2.326221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163925 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -23262222.000000 Penalty: 5961.959961
	Iteration 49Q: 3 clusters Score -2.326222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163930 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -23262230.000000 Penalty: 5961.959961
	Iteration 50Q: 3 clusters Score -2.326223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163932 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -23262224.000000 Penalty: 5961.959961
	Iteration 51Q: 3 clusters Score -2.326222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163935 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -23262222.000000 Penalty: 5961.959961
	Iteration 52Q: 3 clusters Score -2.326222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163935 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -23262222.000000 Penalty: 5961.959961
	Iteration 53F: 3 clusters Score -2.326222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Entering Unmasked Estep 
Score: -740825.937500 Penalty: 2125.259766
	Iteration 0F: 2 clusters Score -740825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -736152.937500 Penalty: 4250.519531
	Iteration 0F: 3 clusters Score -736152.9 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -737662.875000 Penalty: 4250.519531
	Iteration 1F: 3 clusters Score -737662.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -738196.562500 Penalty: 4250.519531
	Iteration 2F: 3 clusters Score -738196.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -738549.687500 Penalty: 4250.519531
	Iteration 3F: 3 clusters Score -738549.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -738934.312500 Penalty: 4250.519531
	Iteration 4F: 3 clusters Score -738934.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -739349.625000 Penalty: 4250.519531
	Iteration 5F: 3 clusters Score -739349.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -739761.687500 Penalty: 4250.519531
	Iteration 6F: 3 clusters Score -739761.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -740116.062500 Penalty: 4250.519531
	Iteration 7F: 3 clusters Score -740116.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -740413.062500 Penalty: 4250.519531
	Iteration 8Q: 3 clusters Score -740413.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -740610.437500 Penalty: 4250.519531
	Iteration 9Q: 3 clusters Score -740610.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -740757.937500 Penalty: 4250.519531
	Iteration 10Q: 3 clusters Score -740757.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -740900.312500 Penalty: 4250.519531
	Iteration 11Q: 3 clusters Score -740900.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -740961.562500 Penalty: 4250.519531
	Iteration 12Q: 3 clusters Score -740961.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -740972.437500 Penalty: 4250.519531
	Iteration 13Q: 3 clusters Score -740972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -740975.750000 Penalty: 4250.519531
	Iteration 14Q: 3 clusters Score -740975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -740979.875000 Penalty: 4250.519531
	Iteration 15Q: 3 clusters Score -740979.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -740983.437500 Penalty: 4250.519531
	Iteration 16Q: 3 clusters Score -740983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -740983.437500 Penalty: 4250.519531
	Iteration 17Q: 3 clusters Score -740983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -740984.187500 Penalty: 4250.519531
	Iteration 18Q: 3 clusters Score -740984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -740984.187500 Penalty: 4250.519531
	Iteration 19F: 3 clusters Score -740984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93206 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 4239 members 
Mstep: Class 4 contains 166056 members 
Mstep: Class 5 contains 1030 members 
Mstep: Class 6 contains 41856 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191203 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38129 members 
Mstep: Class 12 contains 136392 members 
Mstep: Class 13 contains 31571 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 36610 members 
Mstep: Class 16 contains 113069 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33376 members 
Mstep: Class 19 contains 155882 members 
Mstep: Class 20 contains 8354 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
Score: -147021296.000000 Penalty: 72245.875000
Splitting cluster 5 changes total score from -147022128.000000 to -147021296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (41856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Entering Unmasked Estep 
Score: -5979063.000000 Penalty: 2639.213623
	Iteration 0F: 2 clusters Score -5979063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -5950550.500000 Penalty: 5278.427246
	Iteration 0F: 3 clusters Score -5950550 nChanged 19286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -5961106.000000 Penalty: 5278.427246
	Iteration 1F: 3 clusters Score -5961106 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -5961597.500000 Penalty: 5278.427246
	Iteration 2Q: 3 clusters Score -5961598 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -5962068.500000 Penalty: 5278.427246
	Iteration 3Q: 3 clusters Score -5962068 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5962463.500000 Penalty: 5278.427246
	Iteration 4Q: 3 clusters Score -5962464 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5962904.000000 Penalty: 5278.427246
	Iteration 5Q: 3 clusters Score -5962904 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -5963476.000000 Penalty: 5278.427246
	Iteration 6Q: 3 clusters Score -5963476 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -5964371.000000 Penalty: 5278.427246
	Iteration 7Q: 3 clusters Score -5964371 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -5965547.000000 Penalty: 5278.427246
	Iteration 8F: 3 clusters Score -5965547 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -5967320.500000 Penalty: 5278.427246
	Iteration 9F: 3 clusters Score -5967320 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -5969559.500000 Penalty: 5278.427246
	Iteration 10F: 3 clusters Score -5969560 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -5971635.000000 Penalty: 5278.427246
	Iteration 11F: 3 clusters Score -5971635 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -5973031.000000 Penalty: 5278.427246
	Iteration 12Q: 3 clusters Score -5973031 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -5973890.500000 Penalty: 5278.427246
	Iteration 13Q: 3 clusters Score -5973890 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -5974370.500000 Penalty: 5278.427246
	Iteration 14Q: 3 clusters Score -5974370 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -5974702.500000 Penalty: 5278.427246
	Iteration 15Q: 3 clusters Score -5974702 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5974946.500000 Penalty: 5278.427246
	Iteration 16Q: 3 clusters Score -5974946 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -5975161.500000 Penalty: 5278.427246
	Iteration 17Q: 3 clusters Score -5975162 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -5975356.500000 Penalty: 5278.427246
	Iteration 18Q: 3 clusters Score -5975356 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -5975530.000000 Penalty: 5278.427246
	Iteration 19Q: 3 clusters Score -5975530 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -5975647.500000 Penalty: 5278.427246
	Iteration 20F: 3 clusters Score -5975648 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -5975751.500000 Penalty: 5278.427246
	Iteration 21Q: 3 clusters Score -5975752 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -5975860.500000 Penalty: 5278.427246
	Iteration 22Q: 3 clusters Score -5975860 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -5975942.000000 Penalty: 5278.427246
	Iteration 23Q: 3 clusters Score -5975942 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -5976040.000000 Penalty: 5278.427246
	Iteration 24Q: 3 clusters Score -5976040 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -5976096.500000 Penalty: 5278.427246
	Iteration 25Q: 3 clusters Score -5976096 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -5976163.000000 Penalty: 5278.427246
	Iteration 26Q: 3 clusters Score -5976163 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -5976223.500000 Penalty: 5278.427246
	Iteration 27Q: 3 clusters Score -5976224 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5976289.000000 Penalty: 5278.427246
	Iteration 28Q: 3 clusters Score -5976289 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5976320.000000 Penalty: 5278.427246
	Iteration 29Q: 3 clusters Score -5976320 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -5976340.000000 Penalty: 5278.427246
	Iteration 30Q: 3 clusters Score -5976340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -5976380.000000 Penalty: 5278.427246
	Iteration 31Q: 3 clusters Score -5976380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5976413.500000 Penalty: 5278.427246
	Iteration 32Q: 3 clusters Score -5976414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -5976447.500000 Penalty: 5278.427246
	Iteration 33Q: 3 clusters Score -5976448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -5976481.500000 Penalty: 5278.427246
	Iteration 34Q: 3 clusters Score -5976482 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5976499.000000 Penalty: 5278.427246
	Iteration 35Q: 3 clusters Score -5976499 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -5976523.000000 Penalty: 5278.427246
	Iteration 36Q: 3 clusters Score -5976523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -5976546.000000 Penalty: 5278.427246
	Iteration 37Q: 3 clusters Score -5976546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -5976564.000000 Penalty: 5278.427246
	Iteration 38Q: 3 clusters Score -5976564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -5976575.000000 Penalty: 5278.427246
	Iteration 39Q: 3 clusters Score -5976575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -5976602.000000 Penalty: 5278.427246
	Iteration 40F: 3 clusters Score -5976602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -5976614.000000 Penalty: 5278.427246
	Iteration 41Q: 3 clusters Score -5976614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -5976611.000000 Penalty: 5278.427246
	Iteration 42Q: 3 clusters Score -5976611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -5976626.000000 Penalty: 5278.427246
	Iteration 43Q: 3 clusters Score -5976626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -5976632.000000 Penalty: 5278.427246
	Iteration 44Q: 3 clusters Score -5976632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -5976646.500000 Penalty: 5278.427246
	Iteration 45Q: 3 clusters Score -5976646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5976655.000000 Penalty: 5278.427246
	Iteration 46Q: 3 clusters Score -5976655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -5976663.000000 Penalty: 5278.427246
	Iteration 47Q: 3 clusters Score -5976663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -5976670.000000 Penalty: 5278.427246
	Iteration 48Q: 3 clusters Score -5976670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -5976675.500000 Penalty: 5278.427246
	Iteration 49Q: 3 clusters Score -5976676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -5976681.500000 Penalty: 5278.427246
	Iteration 50Q: 3 clusters Score -5976682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -5976687.000000 Penalty: 5278.427246
	Iteration 51Q: 3 clusters Score -5976687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5976688.500000 Penalty: 5278.427246
	Iteration 52Q: 3 clusters Score -5976688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5976693.000000 Penalty: 5278.427246
	Iteration 53Q: 3 clusters Score -5976693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -5976692.500000 Penalty: 5278.427246
	Iteration 54Q: 3 clusters Score -5976692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -5976694.500000 Penalty: 5278.427246
	Iteration 55Q: 3 clusters Score -5976694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -5976690.000000 Penalty: 5278.427246
	Iteration 56Q: 3 clusters Score -5976690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -5976696.500000 Penalty: 5278.427246
	Iteration 57Q: 3 clusters Score -5976696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -5976698.000000 Penalty: 5278.427246
	Iteration 58Q: 3 clusters Score -5976698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5976705.000000 Penalty: 5278.427246
	Iteration 59Q: 3 clusters Score -5976705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -5976702.500000 Penalty: 5278.427246
	Iteration 60F: 3 clusters Score -5976702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -5976717.500000 Penalty: 5278.427246
	Iteration 61Q: 3 clusters Score -5976718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -5976723.500000 Penalty: 5278.427246
	Iteration 62Q: 3 clusters Score -5976724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -5976722.000000 Penalty: 5278.427246
	Iteration 63Q: 3 clusters Score -5976722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -5976726.500000 Penalty: 5278.427246
	Iteration 64Q: 3 clusters Score -5976726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -5976738.000000 Penalty: 5278.427246
	Iteration 65Q: 3 clusters Score -5976738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -5976739.500000 Penalty: 5278.427246
	Iteration 66Q: 3 clusters Score -5976740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -5976737.500000 Penalty: 5278.427246
	Iteration 67Q: 3 clusters Score -5976738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -5976740.000000 Penalty: 5278.427246
	Iteration 68Q: 3 clusters Score -5976740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -5976744.500000 Penalty: 5278.427246
	Iteration 69Q: 3 clusters Score -5976744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -5976746.500000 Penalty: 5278.427246
	Iteration 70Q: 3 clusters Score -5976746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -5976746.000000 Penalty: 5278.427246
	Iteration 71Q: 3 clusters Score -5976746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -5976748.000000 Penalty: 5278.427246
	Iteration 72Q: 3 clusters Score -5976748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -5976746.500000 Penalty: 5278.427246
	Iteration 73Q: 3 clusters Score -5976746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -5976746.500000 Penalty: 5278.427246
	Iteration 74F: 3 clusters Score -5976746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -326356.093750 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -326356.1 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 1207 members 
Entering Unmasked Estep 
Score: -323503.468750 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -323503.5 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -324042.437500 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -324042.4 nChanged 184
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: -324323.093750 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -324323.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -324554.125000 Penalty: 3852.142822
	Iteration 3F: 3 clusters Score -324554.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -324707.187500 Penalty: 3852.142822
	Iteration 4F: 3 clusters Score -324707.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -324811.656250 Penalty: 3852.142822
	Iteration 5Q: 3 clusters Score -324811.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -324893.250000 Penalty: 3852.142822
	Iteration 6Q: 3 clusters Score -324893.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -324985.750000 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -324985.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -325097.843750 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -325097.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -325217.406250 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -325217.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -325344.843750 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -325344.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -325467.125000 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -325467.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -325583.562500 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -325583.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -325647.687500 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -325647.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -325704.312500 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -325704.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -325740.656250 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -325740.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -325763.500000 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -325763.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -325771.656250 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -325771.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -325780.156250 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -325780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -325785.843750 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -325785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -325791.781250 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -325791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -325796.500000 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -325796.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -325799.843750 Penalty: 3852.142822
	Iteration 22Q: 3 clusters Score -325799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -325801.625000 Penalty: 3852.142822
	Iteration 23Q: 3 clusters Score -325801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -325802.718750 Penalty: 3852.142822
	Iteration 24Q: 3 clusters Score -325802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -325803.437500 Penalty: 3852.142822
	Iteration 25Q: 3 clusters Score -325803.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -325804.406250 Penalty: 3852.142822
	Iteration 26Q: 3 clusters Score -325804.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -325804.531250 Penalty: 3852.142822
	Iteration 27Q: 3 clusters Score -325804.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -325805.562500 Penalty: 3852.142822
	Iteration 28Q: 3 clusters Score -325805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -325805.562500 Penalty: 3852.142822
	Iteration 29F: 3 clusters Score -325805.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (191203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191203 members 
Entering Unmasked Estep 
Score: -27130012.000000 Penalty: 3015.950439
	Iteration 0F: 2 clusters Score -2.713001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -27034158.000000 Penalty: 6031.900879
	Iteration 0F: 3 clusters Score -2.703416e+07 nChanged 91773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105284 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -27088816.000000 Penalty: 6031.900879
	Iteration 1F: 3 clusters Score -2.708882e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110844 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -27090954.000000 Penalty: 6031.900879
	Iteration 2Q: 3 clusters Score -2.709095e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -27094428.000000 Penalty: 6031.900879
	Iteration 3Q: 3 clusters Score -2.709443e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129106 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -27099666.000000 Penalty: 6031.900879
	Iteration 4F: 3 clusters Score -2.709967e+07 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141504 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -27107454.000000 Penalty: 6031.900879
	Iteration 5F: 3 clusters Score -2.710745e+07 nChanged 13177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153897 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -27116652.000000 Penalty: 6031.900879
	Iteration 6F: 3 clusters Score -2.711665e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164964 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -27122374.000000 Penalty: 6031.900879
	Iteration 7F: 3 clusters Score -2.712237e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173039 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -27124844.000000 Penalty: 6031.900879
	Iteration 8Q: 3 clusters Score -2.712484e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178117 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -27125250.000000 Penalty: 6031.900879
	Iteration 9Q: 3 clusters Score -2.712525e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181163 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -27125662.000000 Penalty: 6031.900879
	Iteration 10Q: 3 clusters Score -2.712566e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183069 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -27126058.000000 Penalty: 6031.900879
	Iteration 11Q: 3 clusters Score -2.712606e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184404 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -27125970.000000 Penalty: 6031.900879
	Iteration 12Q: 3 clusters Score -2.712597e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185393 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -27126242.000000 Penalty: 6031.900879
	Iteration 13Q: 3 clusters Score -2.712624e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186170 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -27126520.000000 Penalty: 6031.900879
	Iteration 14Q: 3 clusters Score -2.712652e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186845 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -27126740.000000 Penalty: 6031.900879
	Iteration 15Q: 3 clusters Score -2.712674e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187414 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -27126888.000000 Penalty: 6031.900879
	Iteration 16Q: 3 clusters Score -2.712689e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -27127108.000000 Penalty: 6031.900879
	Iteration 17Q: 3 clusters Score -2.712711e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188303 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -27127196.000000 Penalty: 6031.900879
	Iteration 18Q: 3 clusters Score -2.71272e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188605 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -27127330.000000 Penalty: 6031.900879
	Iteration 19Q: 3 clusters Score -2.712733e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188815 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -27127302.000000 Penalty: 6031.900879
	Iteration 20F: 3 clusters Score -2.71273e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189003 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -27127414.000000 Penalty: 6031.900879
	Iteration 21Q: 3 clusters Score -2.712741e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189153 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -27127416.000000 Penalty: 6031.900879
	Iteration 22Q: 3 clusters Score -2.712742e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189278 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -27127400.000000 Penalty: 6031.900879
	Iteration 23Q: 3 clusters Score -2.71274e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189377 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -27127390.000000 Penalty: 6031.900879
	Iteration 24Q: 3 clusters Score -2.712739e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189454 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -27127504.000000 Penalty: 6031.900879
	Iteration 25Q: 3 clusters Score -2.71275e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189527 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -27127602.000000 Penalty: 6031.900879
	Iteration 26Q: 3 clusters Score -2.71276e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189578 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -27127662.000000 Penalty: 6031.900879
	Iteration 27Q: 3 clusters Score -2.712766e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189630 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -27127632.000000 Penalty: 6031.900879
	Iteration 28Q: 3 clusters Score -2.712763e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189675 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -27127654.000000 Penalty: 6031.900879
	Iteration 29Q: 3 clusters Score -2.712765e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189714 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -27127662.000000 Penalty: 6031.900879
	Iteration 30Q: 3 clusters Score -2.712766e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189749 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -27127708.000000 Penalty: 6031.900879
	Iteration 31Q: 3 clusters Score -2.712771e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189793 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -27127710.000000 Penalty: 6031.900879
	Iteration 32Q: 3 clusters Score -2.712771e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189826 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -27127714.000000 Penalty: 6031.900879
	Iteration 33Q: 3 clusters Score -2.712771e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189853 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -27127744.000000 Penalty: 6031.900879
	Iteration 34Q: 3 clusters Score -2.712774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189874 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -27127732.000000 Penalty: 6031.900879
	Iteration 35Q: 3 clusters Score -2.712773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189888 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -27127722.000000 Penalty: 6031.900879
	Iteration 36Q: 3 clusters Score -2.712772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189905 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -27127744.000000 Penalty: 6031.900879
	Iteration 37Q: 3 clusters Score -2.712774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189918 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -27127734.000000 Penalty: 6031.900879
	Iteration 38Q: 3 clusters Score -2.712773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189934 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -27127732.000000 Penalty: 6031.900879
	Iteration 39Q: 3 clusters Score -2.712773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189943 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -27127738.000000 Penalty: 6031.900879
	Iteration 40F: 3 clusters Score -2.712774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189953 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -27127742.000000 Penalty: 6031.900879
	Iteration 41Q: 3 clusters Score -2.712774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189962 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -27127732.000000 Penalty: 6031.900879
	Iteration 42Q: 3 clusters Score -2.712773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189971 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -27127764.000000 Penalty: 6031.900879
	Iteration 43Q: 3 clusters Score -2.712776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189981 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -27127760.000000 Penalty: 6031.900879
	Iteration 44Q: 3 clusters Score -2.712776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189990 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -27127784.000000 Penalty: 6031.900879
	Iteration 45Q: 3 clusters Score -2.712778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190003 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -27127778.000000 Penalty: 6031.900879
	Iteration 46Q: 3 clusters Score -2.712778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190017 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -27127804.000000 Penalty: 6031.900879
	Iteration 47Q: 3 clusters Score -2.71278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190031 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -27127796.000000 Penalty: 6031.900879
	Iteration 48Q: 3 clusters Score -2.71278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190037 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -27127784.000000 Penalty: 6031.900879
	Iteration 49Q: 3 clusters Score -2.712778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190040 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -27127778.000000 Penalty: 6031.900879
	Iteration 50Q: 3 clusters Score -2.712778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190048 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -27127786.000000 Penalty: 6031.900879
	Iteration 51Q: 3 clusters Score -2.712779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190052 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -27127792.000000 Penalty: 6031.900879
	Iteration 52Q: 3 clusters Score -2.712779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190054 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -27127796.000000 Penalty: 6031.900879
	Iteration 53Q: 3 clusters Score -2.71278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190056 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -27127802.000000 Penalty: 6031.900879
	Iteration 54Q: 3 clusters Score -2.71278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190056 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -27127786.000000 Penalty: 6031.900879
	Iteration 55Q: 3 clusters Score -2.712779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190058 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -27127792.000000 Penalty: 6031.900879
	Iteration 56Q: 3 clusters Score -2.712779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190061 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -27127800.000000 Penalty: 6031.900879
	Iteration 57Q: 3 clusters Score -2.71278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190062 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -27127822.000000 Penalty: 6031.900879
	Iteration 58Q: 3 clusters Score -2.712782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190064 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -27127814.000000 Penalty: 6031.900879
	Iteration 59Q: 3 clusters Score -2.712781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190068 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -27127808.000000 Penalty: 6031.900879
	Iteration 60F: 3 clusters Score -2.712781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190070 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -27127810.000000 Penalty: 6031.900879
	Iteration 61Q: 3 clusters Score -2.712781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190074 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -27127802.000000 Penalty: 6031.900879
	Iteration 62Q: 3 clusters Score -2.71278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190081 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -27127786.000000 Penalty: 6031.900879
	Iteration 63Q: 3 clusters Score -2.712779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190086 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -27127802.000000 Penalty: 6031.900879
	Iteration 64Q: 3 clusters Score -2.71278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190088 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -27127798.000000 Penalty: 6031.900879
	Iteration 65Q: 3 clusters Score -2.71278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190097 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -27127820.000000 Penalty: 6031.900879
	Iteration 66Q: 3 clusters Score -2.712782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190100 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -27127824.000000 Penalty: 6031.900879
	Iteration 67Q: 3 clusters Score -2.712782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190104 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -27127816.000000 Penalty: 6031.900879
	Iteration 68Q: 3 clusters Score -2.712782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190105 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -27127826.000000 Penalty: 6031.900879
	Iteration 69Q: 3 clusters Score -2.712783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190106 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -27127846.000000 Penalty: 6031.900879
	Iteration 70Q: 3 clusters Score -2.712785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190112 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -27127860.000000 Penalty: 6031.900879
	Iteration 71Q: 3 clusters Score -2.712786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190119 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -27127858.000000 Penalty: 6031.900879
	Iteration 72Q: 3 clusters Score -2.712786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190124 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -27127872.000000 Penalty: 6031.900879
	Iteration 73Q: 3 clusters Score -2.712787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190130 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -27127876.000000 Penalty: 6031.900879
	Iteration 74Q: 3 clusters Score -2.712788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190136 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -27127874.000000 Penalty: 6031.900879
	Iteration 75Q: 3 clusters Score -2.712787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190142 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -27127884.000000 Penalty: 6031.900879
	Iteration 76Q: 3 clusters Score -2.712788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190147 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -27127876.000000 Penalty: 6031.900879
	Iteration 77Q: 3 clusters Score -2.712788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190148 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -27127886.000000 Penalty: 6031.900879
	Iteration 78Q: 3 clusters Score -2.712789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190149 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -27127898.000000 Penalty: 6031.900879
	Iteration 79Q: 3 clusters Score -2.71279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190152 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -27127890.000000 Penalty: 6031.900879
	Iteration 80F: 3 clusters Score -2.712789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190154 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -27127892.000000 Penalty: 6031.900879
	Iteration 81Q: 3 clusters Score -2.712789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190154 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -27127900.000000 Penalty: 6031.900879
	Iteration 82Q: 3 clusters Score -2.71279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190156 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -27127902.000000 Penalty: 6031.900879
	Iteration 83Q: 3 clusters Score -2.71279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190163 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -27127906.000000 Penalty: 6031.900879
	Iteration 84Q: 3 clusters Score -2.712791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190172 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -27127932.000000 Penalty: 6031.900879
	Iteration 85Q: 3 clusters Score -2.712793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190181 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -27127948.000000 Penalty: 6031.900879
	Iteration 86Q: 3 clusters Score -2.712795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190193 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -27127966.000000 Penalty: 6031.900879
	Iteration 87Q: 3 clusters Score -2.712797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190199 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -27127942.000000 Penalty: 6031.900879
	Iteration 88Q: 3 clusters Score -2.712794e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190215 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -27127956.000000 Penalty: 6031.900879
	Iteration 89Q: 3 clusters Score -2.712796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190226 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -27127958.000000 Penalty: 6031.900879
	Iteration 90Q: 3 clusters Score -2.712796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190234 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -27127968.000000 Penalty: 6031.900879
	Iteration 91Q: 3 clusters Score -2.712797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190241 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -27127966.000000 Penalty: 6031.900879
	Iteration 92Q: 3 clusters Score -2.712797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190248 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -27127980.000000 Penalty: 6031.900879
	Iteration 93Q: 3 clusters Score -2.712798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190249 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -27127966.000000 Penalty: 6031.900879
	Iteration 94Q: 3 clusters Score -2.712797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190247 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -27127984.000000 Penalty: 6031.900879
	Iteration 95Q: 3 clusters Score -2.712798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190245 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -27128004.000000 Penalty: 6031.900879
	Iteration 96Q: 3 clusters Score -2.7128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190245 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -27127984.000000 Penalty: 6031.900879
	Iteration 97Q: 3 clusters Score -2.712798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190245 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -27127994.000000 Penalty: 6031.900879
	Iteration 98Q: 3 clusters Score -2.712799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190245 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -27127994.000000 Penalty: 6031.900879
	Iteration 99F: 3 clusters Score -2.712799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -74222.203125 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -74222.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72624.359375 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -72624.36 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72829.460938 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -72829.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72943.679688 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -72943.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73017.796875 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -73017.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73107.046875 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -73107.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73182.203125 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -73182.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73216.742188 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -73216.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73234.640625 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -73234.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73250.703125 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -73250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73273.718750 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -73273.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73307.429688 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -73307.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73367.515625 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -73367.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73509.945312 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -73509.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73658.843750 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -73658.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73690.257812 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -73690.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73711.414062 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -73711.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73734.343750 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -73734.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73749.218750 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -73749.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73763.804688 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -73763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73768.906250 Penalty: 3166.219238
	Iteration 19Q: 3 clusters Score -73768.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73777.398438 Penalty: 3166.219238
	Iteration 20F: 3 clusters Score -73777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73809.476562 Penalty: 3166.219238
	Iteration 21Q: 3 clusters Score -73809.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -73847.640625 Penalty: 3166.219238
	Iteration 22Q: 3 clusters Score -73847.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73875.773438 Penalty: 3166.219238
	Iteration 23Q: 3 clusters Score -73875.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73914.789062 Penalty: 3166.219238
	Iteration 24Q: 3 clusters Score -73914.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73992.531250 Penalty: 3166.219238
	Iteration 25Q: 3 clusters Score -73992.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74069.500000 Penalty: 3166.219238
	Iteration 26Q: 3 clusters Score -74069.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74112.640625 Penalty: 3166.219238
	Iteration 27Q: 3 clusters Score -74112.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74140.789062 Penalty: 3166.219238
	Iteration 28Q: 3 clusters Score -74140.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74143.242188 Penalty: 3166.219238
	Iteration 29Q: 3 clusters Score -74143.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74143.242188 Penalty: 3166.219238
	Iteration 30F: 3 clusters Score -74143.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -154847.937500 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -154847.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152793.609375 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -152793.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -153082.843750 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -153082.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -153170.859375 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -153170.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -153217.765625 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -153217.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -153237.343750 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -153237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -153251.765625 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -153251.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -153269.937500 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -153269.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153275.750000 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -153275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -153277.093750 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -153277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153277.843750 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -153277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153280.375000 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -153280.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -153282.125000 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -153282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153284.125000 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -153284.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153284.671875 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -153284.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153284.671875 Penalty: 3478.902100
	Iteration 14F: 3 clusters Score -153284.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Entering Unmasked Estep 
Score: -5447392.500000 Penalty: 2616.085205
	Iteration 0F: 2 clusters Score -5447392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -5421324.500000 Penalty: 5232.170410
	Iteration 0F: 3 clusters Score -5421324 nChanged 17523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5431077.500000 Penalty: 5232.170410
	Iteration 1F: 3 clusters Score -5431078 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -5431634.500000 Penalty: 5232.170410
	Iteration 2Q: 3 clusters Score -5431634 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -5432101.000000 Penalty: 5232.170410
	Iteration 3Q: 3 clusters Score -5432101 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -5432641.000000 Penalty: 5232.170410
	Iteration 4Q: 3 clusters Score -5432641 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -5433109.500000 Penalty: 5232.170410
	Iteration 5Q: 3 clusters Score -5433110 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -5433632.500000 Penalty: 5232.170410
	Iteration 6Q: 3 clusters Score -5433632 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -5434257.500000 Penalty: 5232.170410
	Iteration 7Q: 3 clusters Score -5434258 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -5435063.000000 Penalty: 5232.170410
	Iteration 8Q: 3 clusters Score -5435063 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -5436046.000000 Penalty: 5232.170410
	Iteration 9Q: 3 clusters Score -5436046 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -5437386.500000 Penalty: 5232.170410
	Iteration 10F: 3 clusters Score -5437386 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -5438831.500000 Penalty: 5232.170410
	Iteration 11F: 3 clusters Score -5438832 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -5440066.500000 Penalty: 5232.170410
	Iteration 12F: 3 clusters Score -5440066 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -5440811.000000 Penalty: 5232.170410
	Iteration 13Q: 3 clusters Score -5440811 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -5441105.000000 Penalty: 5232.170410
	Iteration 14Q: 3 clusters Score -5441105 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -5441228.000000 Penalty: 5232.170410
	Iteration 15Q: 3 clusters Score -5441228 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -5441340.500000 Penalty: 5232.170410
	Iteration 16Q: 3 clusters Score -5441340 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -5441375.000000 Penalty: 5232.170410
	Iteration 17Q: 3 clusters Score -5441375 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -5441434.000000 Penalty: 5232.170410
	Iteration 18Q: 3 clusters Score -5441434 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -5441480.500000 Penalty: 5232.170410
	Iteration 19Q: 3 clusters Score -5441480 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -5441494.500000 Penalty: 5232.170410
	Iteration 20F: 3 clusters Score -5441494 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -5441519.500000 Penalty: 5232.170410
	Iteration 21Q: 3 clusters Score -5441520 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -5441518.500000 Penalty: 5232.170410
	Iteration 22Q: 3 clusters Score -5441518 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -5441539.000000 Penalty: 5232.170410
	Iteration 23Q: 3 clusters Score -5441539 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -5441548.500000 Penalty: 5232.170410
	Iteration 24Q: 3 clusters Score -5441548 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -5441561.500000 Penalty: 5232.170410
	Iteration 25Q: 3 clusters Score -5441562 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -5441568.000000 Penalty: 5232.170410
	Iteration 26Q: 3 clusters Score -5441568 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -5441581.000000 Penalty: 5232.170410
	Iteration 27Q: 3 clusters Score -5441581 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -5441577.000000 Penalty: 5232.170410
	Iteration 28Q: 3 clusters Score -5441577 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -5441598.000000 Penalty: 5232.170410
	Iteration 29Q: 3 clusters Score -5441598 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -5441618.000000 Penalty: 5232.170410
	Iteration 30Q: 3 clusters Score -5441618 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -5441619.500000 Penalty: 5232.170410
	Iteration 31Q: 3 clusters Score -5441620 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -5441632.500000 Penalty: 5232.170410
	Iteration 32Q: 3 clusters Score -5441632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5441638.000000 Penalty: 5232.170410
	Iteration 33Q: 3 clusters Score -5441638 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5441644.000000 Penalty: 5232.170410
	Iteration 34Q: 3 clusters Score -5441644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -5441641.500000 Penalty: 5232.170410
	Iteration 35Q: 3 clusters Score -5441642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -5441653.000000 Penalty: 5232.170410
	Iteration 36Q: 3 clusters Score -5441653 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -5441652.500000 Penalty: 5232.170410
	Iteration 37Q: 3 clusters Score -5441652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -5441650.000000 Penalty: 5232.170410
	Iteration 38Q: 3 clusters Score -5441650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -5441649.500000 Penalty: 5232.170410
	Iteration 39Q: 3 clusters Score -5441650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -5441643.500000 Penalty: 5232.170410
	Iteration 40F: 3 clusters Score -5441644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -5441658.000000 Penalty: 5232.170410
	Iteration 41Q: 3 clusters Score -5441658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -5441655.500000 Penalty: 5232.170410
	Iteration 42Q: 3 clusters Score -5441656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -5441651.500000 Penalty: 5232.170410
	Iteration 43Q: 3 clusters Score -5441652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5441646.000000 Penalty: 5232.170410
	Iteration 44Q: 3 clusters Score -5441646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -5441646.000000 Penalty: 5232.170410
	Iteration 45Q: 3 clusters Score -5441646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -5441669.500000 Penalty: 5232.170410
	Iteration 46Q: 3 clusters Score -5441670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -5441675.000000 Penalty: 5232.170410
	Iteration 47Q: 3 clusters Score -5441675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -5441677.000000 Penalty: 5232.170410
	Iteration 48Q: 3 clusters Score -5441677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -5441691.000000 Penalty: 5232.170410
	Iteration 49Q: 3 clusters Score -5441691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5441685.000000 Penalty: 5232.170410
	Iteration 50Q: 3 clusters Score -5441685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -5441684.000000 Penalty: 5232.170410
	Iteration 51Q: 3 clusters Score -5441684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -5441704.000000 Penalty: 5232.170410
	Iteration 52Q: 3 clusters Score -5441704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -5441706.500000 Penalty: 5232.170410
	Iteration 53Q: 3 clusters Score -5441706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -5441716.000000 Penalty: 5232.170410
	Iteration 54Q: 3 clusters Score -5441716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5441716.000000 Penalty: 5232.170410
	Iteration 55Q: 3 clusters Score -5441716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -5441721.500000 Penalty: 5232.170410
	Iteration 56Q: 3 clusters Score -5441722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -5441727.500000 Penalty: 5232.170410
	Iteration 57Q: 3 clusters Score -5441728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -5441737.000000 Penalty: 5232.170410
	Iteration 58Q: 3 clusters Score -5441737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -5441732.000000 Penalty: 5232.170410
	Iteration 59Q: 3 clusters Score -5441732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -5441729.000000 Penalty: 5232.170410
	Iteration 60F: 3 clusters Score -5441729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -5441729.000000 Penalty: 5232.170410
	Iteration 61Q: 3 clusters Score -5441729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -5441722.500000 Penalty: 5232.170410
	Iteration 62Q: 3 clusters Score -5441722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -5441734.000000 Penalty: 5232.170410
	Iteration 63Q: 3 clusters Score -5441734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -5441725.000000 Penalty: 5232.170410
	Iteration 64Q: 3 clusters Score -5441725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -5441723.000000 Penalty: 5232.170410
	Iteration 65Q: 3 clusters Score -5441723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -5441709.500000 Penalty: 5232.170410
	Iteration 66Q: 3 clusters Score -5441710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -5441717.500000 Penalty: 5232.170410
	Iteration 67Q: 3 clusters Score -5441718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -5441716.000000 Penalty: 5232.170410
	Iteration 68Q: 3 clusters Score -5441716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -5441716.500000 Penalty: 5232.170410
	Iteration 69Q: 3 clusters Score -5441716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -5441727.000000 Penalty: 5232.170410
	Iteration 70Q: 3 clusters Score -5441727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -5441725.500000 Penalty: 5232.170410
	Iteration 71Q: 3 clusters Score -5441726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -5441732.000000 Penalty: 5232.170410
	Iteration 72Q: 3 clusters Score -5441732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -5441727.500000 Penalty: 5232.170410
	Iteration 73Q: 3 clusters Score -5441728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -5441723.500000 Penalty: 5232.170410
	Iteration 74Q: 3 clusters Score -5441724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -5441726.000000 Penalty: 5232.170410
	Iteration 75Q: 3 clusters Score -5441726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -5441734.500000 Penalty: 5232.170410
	Iteration 76Q: 3 clusters Score -5441734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -5441734.500000 Penalty: 5232.170410
	Iteration 77Q: 3 clusters Score -5441734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -5441736.500000 Penalty: 5232.170410
	Iteration 78Q: 3 clusters Score -5441736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -5441731.500000 Penalty: 5232.170410
	Iteration 79Q: 3 clusters Score -5441732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -5441744.500000 Penalty: 5232.170410
	Iteration 80F: 3 clusters Score -5441744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -5441740.500000 Penalty: 5232.170410
	Iteration 81Q: 3 clusters Score -5441740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -5441755.500000 Penalty: 5232.170410
	Iteration 82Q: 3 clusters Score -5441756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5441752.000000 Penalty: 5232.170410
	Iteration 83Q: 3 clusters Score -5441752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -5441757.000000 Penalty: 5232.170410
	Iteration 84Q: 3 clusters Score -5441757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -5441753.000000 Penalty: 5232.170410
	Iteration 85Q: 3 clusters Score -5441753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -5441749.500000 Penalty: 5232.170410
	Iteration 86Q: 3 clusters Score -5441750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -5441747.500000 Penalty: 5232.170410
	Iteration 87Q: 3 clusters Score -5441748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -5441733.500000 Penalty: 5232.170410
	Iteration 88Q: 3 clusters Score -5441734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -5441741.500000 Penalty: 5232.170410
	Iteration 89Q: 3 clusters Score -5441742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -5441746.000000 Penalty: 5232.170410
	Iteration 90Q: 3 clusters Score -5441746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -5441747.500000 Penalty: 5232.170410
	Iteration 91Q: 3 clusters Score -5441748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -5441739.000000 Penalty: 5232.170410
	Iteration 92Q: 3 clusters Score -5441739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -5441727.500000 Penalty: 5232.170410
	Iteration 93Q: 3 clusters Score -5441728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -5441734.000000 Penalty: 5232.170410
	Iteration 94Q: 3 clusters Score -5441734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -5441750.000000 Penalty: 5232.170410
	Iteration 95Q: 3 clusters Score -5441750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5441742.000000 Penalty: 5232.170410
	Iteration 96Q: 3 clusters Score -5441742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -5441758.500000 Penalty: 5232.170410
	Iteration 97Q: 3 clusters Score -5441758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -5441750.500000 Penalty: 5232.170410
	Iteration 98Q: 3 clusters Score -5441750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -5441755.500000 Penalty: 5232.170410
	Iteration 99Q: 3 clusters Score -5441756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -5441744.500000 Penalty: 5232.170410
	Iteration 100F: 3 clusters Score -5441744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -5441747.000000 Penalty: 5232.170410
	Iteration 101Q: 3 clusters Score -5441747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -5441741.500000 Penalty: 5232.170410
	Iteration 102Q: 3 clusters Score -5441742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -5441738.000000 Penalty: 5232.170410
	Iteration 103Q: 3 clusters Score -5441738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -5441736.500000 Penalty: 5232.170410
	Iteration 104Q: 3 clusters Score -5441736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5441739.000000 Penalty: 5232.170410
	Iteration 105Q: 3 clusters Score -5441739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -5441741.500000 Penalty: 5232.170410
	Iteration 106Q: 3 clusters Score -5441742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -5441739.500000 Penalty: 5232.170410
	Iteration 107Q: 3 clusters Score -5441740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5441742.500000 Penalty: 5232.170410
	Iteration 108Q: 3 clusters Score -5441742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5441743.500000 Penalty: 5232.170410
	Iteration 109Q: 3 clusters Score -5441744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -5441741.500000 Penalty: 5232.170410
	Iteration 110Q: 3 clusters Score -5441742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -5441742.500000 Penalty: 5232.170410
	Iteration 111Q: 3 clusters Score -5441742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -5441740.000000 Penalty: 5232.170410
	Iteration 112Q: 3 clusters Score -5441740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -5441743.000000 Penalty: 5232.170410
	Iteration 113Q: 3 clusters Score -5441743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -5441739.000000 Penalty: 5232.170410
	Iteration 114Q: 3 clusters Score -5441739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -5441745.000000 Penalty: 5232.170410
	Iteration 115Q: 3 clusters Score -5441745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -5441739.500000 Penalty: 5232.170410
	Iteration 116Q: 3 clusters Score -5441740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -5441738.500000 Penalty: 5232.170410
	Iteration 117Q: 3 clusters Score -5441738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -5441736.000000 Penalty: 5232.170410
	Iteration 118Q: 3 clusters Score -5441736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -5441741.000000 Penalty: 5232.170410
	Iteration 119Q: 3 clusters Score -5441741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -5441741.000000 Penalty: 5232.170410
	Iteration 120F: 3 clusters Score -5441741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (136392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136392 members 
Entering Unmasked Estep 
Score: -19334840.000000 Penalty: 2932.175293
	Iteration 0F: 2 clusters Score -1.933484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -19245082.000000 Penalty: 5864.350586
	Iteration 0F: 3 clusters Score -1.924508e+07 nChanged 64855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -19283086.000000 Penalty: 5864.350586
	Iteration 1F: 3 clusters Score -1.928309e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67343 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -19284102.000000 Penalty: 5864.350586
	Iteration 2Q: 3 clusters Score -1.92841e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66472 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -19285234.000000 Penalty: 5864.350586
	Iteration 3Q: 3 clusters Score -1.928523e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -19286624.000000 Penalty: 5864.350586
	Iteration 4Q: 3 clusters Score -1.928662e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -19288340.000000 Penalty: 5864.350586
	Iteration 5Q: 3 clusters Score -1.928834e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -19290484.000000 Penalty: 5864.350586
	Iteration 6Q: 3 clusters Score -1.929048e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -19294092.000000 Penalty: 5864.350586
	Iteration 7F: 3 clusters Score -1.929409e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -19299220.000000 Penalty: 5864.350586
	Iteration 8F: 3 clusters Score -1.929922e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 94674 members 
Entering Unmasked Estep 
Score: -19306092.000000 Penalty: 5864.350586
	Iteration 9F: 3 clusters Score -1.930609e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 101364 members 
Entering Unmasked Estep 
Score: -19312990.000000 Penalty: 5864.350586
	Iteration 10F: 3 clusters Score -1.931299e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 106452 members 
Entering Unmasked Estep 
Score: -19318286.000000 Penalty: 5864.350586
	Iteration 11F: 3 clusters Score -1.931829e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 110204 members 
Entering Unmasked Estep 
Score: -19321102.000000 Penalty: 5864.350586
	Iteration 12Q: 3 clusters Score -1.93211e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 113201 members 
Entering Unmasked Estep 
Score: -19322890.000000 Penalty: 5864.350586
	Iteration 13Q: 3 clusters Score -1.932289e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 115886 members 
Entering Unmasked Estep 
Score: -19324298.000000 Penalty: 5864.350586
	Iteration 14Q: 3 clusters Score -1.93243e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 118322 members 
Entering Unmasked Estep 
Score: -19325372.000000 Penalty: 5864.350586
	Iteration 15Q: 3 clusters Score -1.932537e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 120609 members 
Entering Unmasked Estep 
Score: -19326526.000000 Penalty: 5864.350586
	Iteration 16Q: 3 clusters Score -1.932653e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -19327420.000000 Penalty: 5864.350586
	Iteration 17Q: 3 clusters Score -1.932742e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -19328220.000000 Penalty: 5864.350586
	Iteration 18Q: 3 clusters Score -1.932822e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 126102 members 
Entering Unmasked Estep 
Score: -19328892.000000 Penalty: 5864.350586
	Iteration 19Q: 3 clusters Score -1.932889e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 127536 members 
Entering Unmasked Estep 
Score: -19329438.000000 Penalty: 5864.350586
	Iteration 20F: 3 clusters Score -1.932944e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 128839 members 
Entering Unmasked Estep 
Score: -19329950.000000 Penalty: 5864.350586
	Iteration 21Q: 3 clusters Score -1.932995e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 129962 members 
Entering Unmasked Estep 
Score: -19330544.000000 Penalty: 5864.350586
	Iteration 22Q: 3 clusters Score -1.933054e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 130948 members 
Entering Unmasked Estep 
Score: -19331012.000000 Penalty: 5864.350586
	Iteration 23Q: 3 clusters Score -1.933101e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 131818 members 
Entering Unmasked Estep 
Score: -19331416.000000 Penalty: 5864.350586
	Iteration 24Q: 3 clusters Score -1.933142e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 132539 members 
Entering Unmasked Estep 
Score: -19331802.000000 Penalty: 5864.350586
	Iteration 25Q: 3 clusters Score -1.93318e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 133119 members 
Entering Unmasked Estep 
Score: -19332016.000000 Penalty: 5864.350586
	Iteration 26Q: 3 clusters Score -1.933202e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 133537 members 
Entering Unmasked Estep 
Score: -19332162.000000 Penalty: 5864.350586
	Iteration 27Q: 3 clusters Score -1.933216e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 133875 members 
Entering Unmasked Estep 
Score: -19332404.000000 Penalty: 5864.350586
	Iteration 28Q: 3 clusters Score -1.93324e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 134112 members 
Entering Unmasked Estep 
Score: -19332474.000000 Penalty: 5864.350586
	Iteration 29Q: 3 clusters Score -1.933247e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 134297 members 
Entering Unmasked Estep 
Score: -19332542.000000 Penalty: 5864.350586
	Iteration 30Q: 3 clusters Score -1.933254e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 134443 members 
Entering Unmasked Estep 
Score: -19332592.000000 Penalty: 5864.350586
	Iteration 31Q: 3 clusters Score -1.933259e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 134555 members 
Entering Unmasked Estep 
Score: -19332652.000000 Penalty: 5864.350586
	Iteration 32Q: 3 clusters Score -1.933265e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 134639 members 
Entering Unmasked Estep 
Score: -19332706.000000 Penalty: 5864.350586
	Iteration 33Q: 3 clusters Score -1.933271e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 134706 members 
Entering Unmasked Estep 
Score: -19332718.000000 Penalty: 5864.350586
	Iteration 34Q: 3 clusters Score -1.933272e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 134755 members 
Entering Unmasked Estep 
Score: -19332728.000000 Penalty: 5864.350586
	Iteration 35Q: 3 clusters Score -1.933273e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 134790 members 
Entering Unmasked Estep 
Score: -19332752.000000 Penalty: 5864.350586
	Iteration 36Q: 3 clusters Score -1.933275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 134824 members 
Entering Unmasked Estep 
Score: -19332794.000000 Penalty: 5864.350586
	Iteration 37Q: 3 clusters Score -1.933279e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 134851 members 
Entering Unmasked Estep 
Score: -19332834.000000 Penalty: 5864.350586
	Iteration 38Q: 3 clusters Score -1.933283e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 134873 members 
Entering Unmasked Estep 
Score: -19332828.000000 Penalty: 5864.350586
	Iteration 39Q: 3 clusters Score -1.933283e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 134900 members 
Entering Unmasked Estep 
Score: -19332828.000000 Penalty: 5864.350586
	Iteration 40F: 3 clusters Score -1.933283e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 134926 members 
Entering Unmasked Estep 
Score: -19332852.000000 Penalty: 5864.350586
	Iteration 41Q: 3 clusters Score -1.933285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 134951 members 
Entering Unmasked Estep 
Score: -19332846.000000 Penalty: 5864.350586
	Iteration 42Q: 3 clusters Score -1.933285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 134973 members 
Entering Unmasked Estep 
Score: -19332848.000000 Penalty: 5864.350586
	Iteration 43Q: 3 clusters Score -1.933285e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 134983 members 
Entering Unmasked Estep 
Score: -19332850.000000 Penalty: 5864.350586
	Iteration 44Q: 3 clusters Score -1.933285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 134993 members 
Entering Unmasked Estep 
Score: -19332868.000000 Penalty: 5864.350586
	Iteration 45Q: 3 clusters Score -1.933287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 135008 members 
Entering Unmasked Estep 
Score: -19332862.000000 Penalty: 5864.350586
	Iteration 46Q: 3 clusters Score -1.933286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 135025 members 
Entering Unmasked Estep 
Score: -19332860.000000 Penalty: 5864.350586
	Iteration 47Q: 3 clusters Score -1.933286e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 135040 members 
Entering Unmasked Estep 
Score: -19332874.000000 Penalty: 5864.350586
	Iteration 48Q: 3 clusters Score -1.933287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 135053 members 
Entering Unmasked Estep 
Score: -19332886.000000 Penalty: 5864.350586
	Iteration 49Q: 3 clusters Score -1.933289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 135060 members 
Entering Unmasked Estep 
Score: -19332900.000000 Penalty: 5864.350586
	Iteration 50Q: 3 clusters Score -1.93329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 135067 members 
Entering Unmasked Estep 
Score: -19332882.000000 Penalty: 5864.350586
	Iteration 51Q: 3 clusters Score -1.933288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 135075 members 
Entering Unmasked Estep 
Score: -19332896.000000 Penalty: 5864.350586
	Iteration 52Q: 3 clusters Score -1.93329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 135082 members 
Entering Unmasked Estep 
Score: -19332884.000000 Penalty: 5864.350586
	Iteration 53Q: 3 clusters Score -1.933288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 135085 members 
Entering Unmasked Estep 
Score: -19332894.000000 Penalty: 5864.350586
	Iteration 54Q: 3 clusters Score -1.933289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 135092 members 
Entering Unmasked Estep 
Score: -19332884.000000 Penalty: 5864.350586
	Iteration 55Q: 3 clusters Score -1.933288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 135097 members 
Entering Unmasked Estep 
Score: -19332902.000000 Penalty: 5864.350586
	Iteration 56Q: 3 clusters Score -1.93329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 135102 members 
Entering Unmasked Estep 
Score: -19332902.000000 Penalty: 5864.350586
	Iteration 57Q: 3 clusters Score -1.93329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 135108 members 
Entering Unmasked Estep 
Score: -19332890.000000 Penalty: 5864.350586
	Iteration 58Q: 3 clusters Score -1.933289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 135113 members 
Entering Unmasked Estep 
Score: -19332896.000000 Penalty: 5864.350586
	Iteration 59Q: 3 clusters Score -1.93329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 135121 members 
Entering Unmasked Estep 
Score: -19332902.000000 Penalty: 5864.350586
	Iteration 60F: 3 clusters Score -1.93329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 135124 members 
Entering Unmasked Estep 
Score: -19332910.000000 Penalty: 5864.350586
	Iteration 61Q: 3 clusters Score -1.933291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 135125 members 
Entering Unmasked Estep 
Score: -19332918.000000 Penalty: 5864.350586
	Iteration 62Q: 3 clusters Score -1.933292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 135129 members 
Entering Unmasked Estep 
Score: -19332912.000000 Penalty: 5864.350586
	Iteration 63Q: 3 clusters Score -1.933291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 135134 members 
Entering Unmasked Estep 
Score: -19332886.000000 Penalty: 5864.350586
	Iteration 64Q: 3 clusters Score -1.933289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 135139 members 
Entering Unmasked Estep 
Score: -19332896.000000 Penalty: 5864.350586
	Iteration 65Q: 3 clusters Score -1.93329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 135145 members 
Entering Unmasked Estep 
Score: -19332882.000000 Penalty: 5864.350586
	Iteration 66Q: 3 clusters Score -1.933288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 135150 members 
Entering Unmasked Estep 
Score: -19332892.000000 Penalty: 5864.350586
	Iteration 67Q: 3 clusters Score -1.933289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 135154 members 
Entering Unmasked Estep 
Score: -19332880.000000 Penalty: 5864.350586
	Iteration 68Q: 3 clusters Score -1.933288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 135158 members 
Entering Unmasked Estep 
Score: -19332888.000000 Penalty: 5864.350586
	Iteration 69Q: 3 clusters Score -1.933289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 135160 members 
Entering Unmasked Estep 
Score: -19332904.000000 Penalty: 5864.350586
	Iteration 70Q: 3 clusters Score -1.93329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 135163 members 
Entering Unmasked Estep 
Score: -19332882.000000 Penalty: 5864.350586
	Iteration 71Q: 3 clusters Score -1.933288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 135164 members 
Entering Unmasked Estep 
Score: -19332890.000000 Penalty: 5864.350586
	Iteration 72Q: 3 clusters Score -1.933289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 135167 members 
Entering Unmasked Estep 
Score: -19332886.000000 Penalty: 5864.350586
	Iteration 73Q: 3 clusters Score -1.933289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 135166 members 
Entering Unmasked Estep 
Score: -19332896.000000 Penalty: 5864.350586
	Iteration 74Q: 3 clusters Score -1.93329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 135167 members 
Entering Unmasked Estep 
Score: -19332892.000000 Penalty: 5864.350586
	Iteration 75Q: 3 clusters Score -1.933289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 135168 members 
Entering Unmasked Estep 
Score: -19332894.000000 Penalty: 5864.350586
	Iteration 76Q: 3 clusters Score -1.933289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 135170 members 
Entering Unmasked Estep 
Score: -19332888.000000 Penalty: 5864.350586
	Iteration 77Q: 3 clusters Score -1.933289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 135173 members 
Entering Unmasked Estep 
Score: -19332886.000000 Penalty: 5864.350586
	Iteration 78Q: 3 clusters Score -1.933289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 135172 members 
Entering Unmasked Estep 
Score: -19332876.000000 Penalty: 5864.350586
	Iteration 79Q: 3 clusters Score -1.933288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 135172 members 
Entering Unmasked Estep 
Score: -19332876.000000 Penalty: 5864.350586
	Iteration 80F: 3 clusters Score -1.933288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Entering Unmasked Estep 
Score: -4496766.500000 Penalty: 2569.278564
	Iteration 0F: 2 clusters Score -4496766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -4475220.500000 Penalty: 5138.557129
	Iteration 0F: 3 clusters Score -4475220 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -4482988.500000 Penalty: 5138.557129
	Iteration 1F: 3 clusters Score -4482988 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -4483499.000000 Penalty: 5138.557129
	Iteration 2Q: 3 clusters Score -4483499 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -4484001.500000 Penalty: 5138.557129
	Iteration 3Q: 3 clusters Score -4484002 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -4484606.000000 Penalty: 5138.557129
	Iteration 4Q: 3 clusters Score -4484606 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -4485403.000000 Penalty: 5138.557129
	Iteration 5Q: 3 clusters Score -4485403 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4486461.500000 Penalty: 5138.557129
	Iteration 6F: 3 clusters Score -4486462 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -4488019.000000 Penalty: 5138.557129
	Iteration 7F: 3 clusters Score -4488019 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -4489926.500000 Penalty: 5138.557129
	Iteration 8F: 3 clusters Score -4489926 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4491845.500000 Penalty: 5138.557129
	Iteration 9F: 3 clusters Score -4491846 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4493176.000000 Penalty: 5138.557129
	Iteration 10Q: 3 clusters Score -4493176 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4493838.500000 Penalty: 5138.557129
	Iteration 11Q: 3 clusters Score -4493838 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4494180.500000 Penalty: 5138.557129
	Iteration 12Q: 3 clusters Score -4494180 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4494336.000000 Penalty: 5138.557129
	Iteration 13Q: 3 clusters Score -4494336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4494404.500000 Penalty: 5138.557129
	Iteration 14Q: 3 clusters Score -4494404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4494441.000000 Penalty: 5138.557129
	Iteration 15Q: 3 clusters Score -4494441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4494463.500000 Penalty: 5138.557129
	Iteration 16Q: 3 clusters Score -4494464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4494479.000000 Penalty: 5138.557129
	Iteration 17Q: 3 clusters Score -4494479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4494482.000000 Penalty: 5138.557129
	Iteration 18Q: 3 clusters Score -4494482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4494488.500000 Penalty: 5138.557129
	Iteration 19Q: 3 clusters Score -4494488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4494494.500000 Penalty: 5138.557129
	Iteration 20F: 3 clusters Score -4494494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4494500.000000 Penalty: 5138.557129
	Iteration 21Q: 3 clusters Score -4494500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4494498.000000 Penalty: 5138.557129
	Iteration 22Q: 3 clusters Score -4494498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4494498.000000 Penalty: 5138.557129
	Iteration 23F: 3 clusters Score -4494498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -27915.228516 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -27915.23 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 121 members 
Entering Unmasked Estep 
Score: -26725.027344 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -26725.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26842.761719 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -26842.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26871.001953 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -26871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26888.982422 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -26888.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26888.982422 Penalty: 2710.060547
	Iteration 4F: 3 clusters Score -26888.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Entering Unmasked Estep 
Score: -5234623.000000 Penalty: 2606.002930
	Iteration 0F: 2 clusters Score -5234623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -5209799.500000 Penalty: 5212.005859
	Iteration 0F: 3 clusters Score -5209800 nChanged 16637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -5218994.500000 Penalty: 5212.005859
	Iteration 1F: 3 clusters Score -5218994 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -5219578.000000 Penalty: 5212.005859
	Iteration 2Q: 3 clusters Score -5219578 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -5220313.500000 Penalty: 5212.005859
	Iteration 3Q: 3 clusters Score -5220314 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -5221288.500000 Penalty: 5212.005859
	Iteration 4F: 3 clusters Score -5221288 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -5222594.500000 Penalty: 5212.005859
	Iteration 5F: 3 clusters Score -5222594 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -5224426.500000 Penalty: 5212.005859
	Iteration 6F: 3 clusters Score -5224426 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -5226414.500000 Penalty: 5212.005859
	Iteration 7F: 3 clusters Score -5226414 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -5228192.500000 Penalty: 5212.005859
	Iteration 8F: 3 clusters Score -5228192 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -5229281.500000 Penalty: 5212.005859
	Iteration 9Q: 3 clusters Score -5229282 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -5229891.500000 Penalty: 5212.005859
	Iteration 10Q: 3 clusters Score -5229892 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -5230182.000000 Penalty: 5212.005859
	Iteration 11Q: 3 clusters Score -5230182 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -5230455.500000 Penalty: 5212.005859
	Iteration 12Q: 3 clusters Score -5230456 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -5230642.500000 Penalty: 5212.005859
	Iteration 13Q: 3 clusters Score -5230642 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -5230819.500000 Penalty: 5212.005859
	Iteration 14Q: 3 clusters Score -5230820 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -5230940.000000 Penalty: 5212.005859
	Iteration 15Q: 3 clusters Score -5230940 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -5231100.500000 Penalty: 5212.005859
	Iteration 16Q: 3 clusters Score -5231100 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -5231270.500000 Penalty: 5212.005859
	Iteration 17Q: 3 clusters Score -5231270 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -5231407.500000 Penalty: 5212.005859
	Iteration 18Q: 3 clusters Score -5231408 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -5231499.500000 Penalty: 5212.005859
	Iteration 19Q: 3 clusters Score -5231500 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -5231604.000000 Penalty: 5212.005859
	Iteration 20F: 3 clusters Score -5231604 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -5231681.500000 Penalty: 5212.005859
	Iteration 21Q: 3 clusters Score -5231682 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -5231748.500000 Penalty: 5212.005859
	Iteration 22Q: 3 clusters Score -5231748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -5231796.000000 Penalty: 5212.005859
	Iteration 23Q: 3 clusters Score -5231796 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -5231852.000000 Penalty: 5212.005859
	Iteration 24Q: 3 clusters Score -5231852 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -5231914.500000 Penalty: 5212.005859
	Iteration 25Q: 3 clusters Score -5231914 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -5231962.500000 Penalty: 5212.005859
	Iteration 26Q: 3 clusters Score -5231962 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -5231979.500000 Penalty: 5212.005859
	Iteration 27Q: 3 clusters Score -5231980 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -5232015.000000 Penalty: 5212.005859
	Iteration 28Q: 3 clusters Score -5232015 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -5232044.000000 Penalty: 5212.005859
	Iteration 29Q: 3 clusters Score -5232044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -5232063.000000 Penalty: 5212.005859
	Iteration 30Q: 3 clusters Score -5232063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -5232077.500000 Penalty: 5212.005859
	Iteration 31Q: 3 clusters Score -5232078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -5232101.500000 Penalty: 5212.005859
	Iteration 32Q: 3 clusters Score -5232102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -5232111.500000 Penalty: 5212.005859
	Iteration 33Q: 3 clusters Score -5232112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -5232122.500000 Penalty: 5212.005859
	Iteration 34Q: 3 clusters Score -5232122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -5232133.000000 Penalty: 5212.005859
	Iteration 35Q: 3 clusters Score -5232133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -5232157.500000 Penalty: 5212.005859
	Iteration 36Q: 3 clusters Score -5232158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -5232170.500000 Penalty: 5212.005859
	Iteration 37Q: 3 clusters Score -5232170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -5232182.500000 Penalty: 5212.005859
	Iteration 38Q: 3 clusters Score -5232182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -5232190.500000 Penalty: 5212.005859
	Iteration 39Q: 3 clusters Score -5232190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -5232195.500000 Penalty: 5212.005859
	Iteration 40F: 3 clusters Score -5232196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -5232202.500000 Penalty: 5212.005859
	Iteration 41Q: 3 clusters Score -5232202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -5232200.500000 Penalty: 5212.005859
	Iteration 42Q: 3 clusters Score -5232200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -5232211.500000 Penalty: 5212.005859
	Iteration 43Q: 3 clusters Score -5232212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -5232213.000000 Penalty: 5212.005859
	Iteration 44Q: 3 clusters Score -5232213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -5232217.000000 Penalty: 5212.005859
	Iteration 45Q: 3 clusters Score -5232217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -5232220.000000 Penalty: 5212.005859
	Iteration 46Q: 3 clusters Score -5232220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -5232237.000000 Penalty: 5212.005859
	Iteration 47Q: 3 clusters Score -5232237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -5232233.000000 Penalty: 5212.005859
	Iteration 48Q: 3 clusters Score -5232233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -5232237.000000 Penalty: 5212.005859
	Iteration 49Q: 3 clusters Score -5232237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -5232237.000000 Penalty: 5212.005859
	Iteration 50Q: 3 clusters Score -5232237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -5232243.500000 Penalty: 5212.005859
	Iteration 51Q: 3 clusters Score -5232244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -5232248.000000 Penalty: 5212.005859
	Iteration 52Q: 3 clusters Score -5232248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -5232245.500000 Penalty: 5212.005859
	Iteration 53Q: 3 clusters Score -5232246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -5232250.500000 Penalty: 5212.005859
	Iteration 54Q: 3 clusters Score -5232250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -5232255.500000 Penalty: 5212.005859
	Iteration 55Q: 3 clusters Score -5232256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -5232260.000000 Penalty: 5212.005859
	Iteration 56Q: 3 clusters Score -5232260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -5232259.000000 Penalty: 5212.005859
	Iteration 57Q: 3 clusters Score -5232259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -5232264.500000 Penalty: 5212.005859
	Iteration 58Q: 3 clusters Score -5232264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -5232261.000000 Penalty: 5212.005859
	Iteration 59Q: 3 clusters Score -5232261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -5232264.000000 Penalty: 5212.005859
	Iteration 60F: 3 clusters Score -5232264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -5232262.500000 Penalty: 5212.005859
	Iteration 61Q: 3 clusters Score -5232262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -5232260.000000 Penalty: 5212.005859
	Iteration 62Q: 3 clusters Score -5232260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -5232262.000000 Penalty: 5212.005859
	Iteration 63Q: 3 clusters Score -5232262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -5232265.000000 Penalty: 5212.005859
	Iteration 64Q: 3 clusters Score -5232265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -5232266.000000 Penalty: 5212.005859
	Iteration 65Q: 3 clusters Score -5232266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -5232264.500000 Penalty: 5212.005859
	Iteration 66Q: 3 clusters Score -5232264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -5232275.000000 Penalty: 5212.005859
	Iteration 67Q: 3 clusters Score -5232275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -5232268.000000 Penalty: 5212.005859
	Iteration 68Q: 3 clusters Score -5232268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -5232277.500000 Penalty: 5212.005859
	Iteration 69Q: 3 clusters Score -5232278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -5232284.500000 Penalty: 5212.005859
	Iteration 70Q: 3 clusters Score -5232284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -5232287.000000 Penalty: 5212.005859
	Iteration 71Q: 3 clusters Score -5232287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -5232296.000000 Penalty: 5212.005859
	Iteration 72Q: 3 clusters Score -5232296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -5232299.000000 Penalty: 5212.005859
	Iteration 73Q: 3 clusters Score -5232299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -5232297.500000 Penalty: 5212.005859
	Iteration 74Q: 3 clusters Score -5232298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -5232294.500000 Penalty: 5212.005859
	Iteration 75Q: 3 clusters Score -5232294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -5232301.500000 Penalty: 5212.005859
	Iteration 76Q: 3 clusters Score -5232302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5232303.000000 Penalty: 5212.005859
	Iteration 77Q: 3 clusters Score -5232303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -5232309.000000 Penalty: 5212.005859
	Iteration 78Q: 3 clusters Score -5232309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -5232312.500000 Penalty: 5212.005859
	Iteration 79Q: 3 clusters Score -5232312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -5232310.500000 Penalty: 5212.005859
	Iteration 80F: 3 clusters Score -5232310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -5232322.000000 Penalty: 5212.005859
	Iteration 81Q: 3 clusters Score -5232322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -5232320.500000 Penalty: 5212.005859
	Iteration 82Q: 3 clusters Score -5232320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -5232320.500000 Penalty: 5212.005859
	Iteration 83F: 3 clusters Score -5232320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (113069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113069 members 
Entering Unmasked Estep 
Score: -16046370.000000 Penalty: 2885.666992
	Iteration 0F: 2 clusters Score -1.604637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -15971701.000000 Penalty: 5771.333984
	Iteration 0F: 3 clusters Score -1.59717e+07 nChanged 53515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -16002014.000000 Penalty: 5771.333984
	Iteration 1F: 3 clusters Score -1.600201e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -16003000.000000 Penalty: 5771.333984
	Iteration 2Q: 3 clusters Score -1.6003e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -16004366.000000 Penalty: 5771.333984
	Iteration 3Q: 3 clusters Score -1.600437e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -16006482.000000 Penalty: 5771.333984
	Iteration 4Q: 3 clusters Score -1.600648e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -16010255.000000 Penalty: 5771.333984
	Iteration 5F: 3 clusters Score -1.601026e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -16016087.000000 Penalty: 5771.333984
	Iteration 6F: 3 clusters Score -1.601609e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -16023507.000000 Penalty: 5771.333984
	Iteration 7F: 3 clusters Score -1.602351e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 93885 members 
Entering Unmasked Estep 
Score: -16031174.000000 Penalty: 5771.333984
	Iteration 8F: 3 clusters Score -1.603117e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 99192 members 
Entering Unmasked Estep 
Score: -16036547.000000 Penalty: 5771.333984
	Iteration 9F: 3 clusters Score -1.603655e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 102273 members 
Entering Unmasked Estep 
Score: -16039507.000000 Penalty: 5771.333984
	Iteration 10Q: 3 clusters Score -1.603951e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 104186 members 
Entering Unmasked Estep 
Score: -16041020.000000 Penalty: 5771.333984
	Iteration 11Q: 3 clusters Score -1.604102e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
Score: -16041821.000000 Penalty: 5771.333984
	Iteration 12Q: 3 clusters Score -1.604182e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 106630 members 
Entering Unmasked Estep 
Score: -16042369.000000 Penalty: 5771.333984
	Iteration 13Q: 3 clusters Score -1.604237e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 107523 members 
Entering Unmasked Estep 
Score: -16042809.000000 Penalty: 5771.333984
	Iteration 14Q: 3 clusters Score -1.604281e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 108287 members 
Entering Unmasked Estep 
Score: -16043106.000000 Penalty: 5771.333984
	Iteration 15Q: 3 clusters Score -1.604311e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 108908 members 
Entering Unmasked Estep 
Score: -16043316.000000 Penalty: 5771.333984
	Iteration 16Q: 3 clusters Score -1.604332e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 109412 members 
Entering Unmasked Estep 
Score: -16043508.000000 Penalty: 5771.333984
	Iteration 17Q: 3 clusters Score -1.604351e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 109817 members 
Entering Unmasked Estep 
Score: -16043700.000000 Penalty: 5771.333984
	Iteration 18Q: 3 clusters Score -1.60437e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 110143 members 
Entering Unmasked Estep 
Score: -16043882.000000 Penalty: 5771.333984
	Iteration 19Q: 3 clusters Score -1.604388e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -16043969.000000 Penalty: 5771.333984
	Iteration 20F: 3 clusters Score -1.604397e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -16044020.000000 Penalty: 5771.333984
	Iteration 21Q: 3 clusters Score -1.604402e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 110810 members 
Entering Unmasked Estep 
Score: -16044064.000000 Penalty: 5771.333984
	Iteration 22Q: 3 clusters Score -1.604406e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 110969 members 
Entering Unmasked Estep 
Score: -16044085.000000 Penalty: 5771.333984
	Iteration 23Q: 3 clusters Score -1.604408e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 111077 members 
Entering Unmasked Estep 
Score: -16044093.000000 Penalty: 5771.333984
	Iteration 24Q: 3 clusters Score -1.604409e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -16044073.000000 Penalty: 5771.333984
	Iteration 25Q: 3 clusters Score -1.604407e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 111254 members 
Entering Unmasked Estep 
Score: -16044119.000000 Penalty: 5771.333984
	Iteration 26Q: 3 clusters Score -1.604412e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -16044169.000000 Penalty: 5771.333984
	Iteration 27Q: 3 clusters Score -1.604417e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -16044180.000000 Penalty: 5771.333984
	Iteration 28Q: 3 clusters Score -1.604418e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 111438 members 
Entering Unmasked Estep 
Score: -16044205.000000 Penalty: 5771.333984
	Iteration 29Q: 3 clusters Score -1.60442e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 111469 members 
Entering Unmasked Estep 
Score: -16044205.000000 Penalty: 5771.333984
	Iteration 30Q: 3 clusters Score -1.60442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 111498 members 
Entering Unmasked Estep 
Score: -16044227.000000 Penalty: 5771.333984
	Iteration 31Q: 3 clusters Score -1.604423e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 111531 members 
Entering Unmasked Estep 
Score: -16044234.000000 Penalty: 5771.333984
	Iteration 32Q: 3 clusters Score -1.604423e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 111561 members 
Entering Unmasked Estep 
Score: -16044248.000000 Penalty: 5771.333984
	Iteration 33Q: 3 clusters Score -1.604425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 111591 members 
Entering Unmasked Estep 
Score: -16044260.000000 Penalty: 5771.333984
	Iteration 34Q: 3 clusters Score -1.604426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 111609 members 
Entering Unmasked Estep 
Score: -16044269.000000 Penalty: 5771.333984
	Iteration 35Q: 3 clusters Score -1.604427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 111625 members 
Entering Unmasked Estep 
Score: -16044253.000000 Penalty: 5771.333984
	Iteration 36Q: 3 clusters Score -1.604425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 111640 members 
Entering Unmasked Estep 
Score: -16044264.000000 Penalty: 5771.333984
	Iteration 37Q: 3 clusters Score -1.604426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 111648 members 
Entering Unmasked Estep 
Score: -16044272.000000 Penalty: 5771.333984
	Iteration 38Q: 3 clusters Score -1.604427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 111655 members 
Entering Unmasked Estep 
Score: -16044271.000000 Penalty: 5771.333984
	Iteration 39Q: 3 clusters Score -1.604427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 111659 members 
Entering Unmasked Estep 
Score: -16044278.000000 Penalty: 5771.333984
	Iteration 40F: 3 clusters Score -1.604428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 111665 members 
Entering Unmasked Estep 
Score: -16044288.000000 Penalty: 5771.333984
	Iteration 41Q: 3 clusters Score -1.604429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 111664 members 
Entering Unmasked Estep 
Score: -16044287.000000 Penalty: 5771.333984
	Iteration 42Q: 3 clusters Score -1.604429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 111666 members 
Entering Unmasked Estep 
Score: -16044284.000000 Penalty: 5771.333984
	Iteration 43Q: 3 clusters Score -1.604428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 111669 members 
Entering Unmasked Estep 
Score: -16044282.000000 Penalty: 5771.333984
	Iteration 44Q: 3 clusters Score -1.604428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 111670 members 
Entering Unmasked Estep 
Score: -16044298.000000 Penalty: 5771.333984
	Iteration 45Q: 3 clusters Score -1.60443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 111671 members 
Entering Unmasked Estep 
Score: -16044294.000000 Penalty: 5771.333984
	Iteration 46Q: 3 clusters Score -1.604429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 111671 members 
Entering Unmasked Estep 
Score: -16044294.000000 Penalty: 5771.333984
	Iteration 47F: 3 clusters Score -1.604429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -30229.369141 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -30229.37 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 146 members 
Entering Unmasked Estep 
Score: -29071.574219 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -29071.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29181.505859 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -29181.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29206.738281 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -29206.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29213.404297 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -29213.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29225.878906 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -29225.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29225.878906 Penalty: 2774.976807
	Iteration 5F: 3 clusters Score -29225.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Entering Unmasked Estep 
Score: -4562749.500000 Penalty: 2583.066895
	Iteration 0F: 2 clusters Score -4562750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4540134.000000 Penalty: 5166.133789
	Iteration 0F: 3 clusters Score -4540134 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4548387.500000 Penalty: 5166.133789
	Iteration 1F: 3 clusters Score -4548388 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4548999.500000 Penalty: 5166.133789
	Iteration 2Q: 3 clusters Score -4549000 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4549779.000000 Penalty: 5166.133789
	Iteration 3Q: 3 clusters Score -4549779 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -4550833.500000 Penalty: 5166.133789
	Iteration 4Q: 3 clusters Score -4550834 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4552173.500000 Penalty: 5166.133789
	Iteration 5F: 3 clusters Score -4552174 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4553600.500000 Penalty: 5166.133789
	Iteration 6F: 3 clusters Score -4553600 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -4554852.500000 Penalty: 5166.133789
	Iteration 7F: 3 clusters Score -4554852 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4555803.500000 Penalty: 5166.133789
	Iteration 8F: 3 clusters Score -4555804 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -4556463.000000 Penalty: 5166.133789
	Iteration 9Q: 3 clusters Score -4556463 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4556966.000000 Penalty: 5166.133789
	Iteration 10Q: 3 clusters Score -4556966 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4557369.000000 Penalty: 5166.133789
	Iteration 11Q: 3 clusters Score -4557369 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -4557664.000000 Penalty: 5166.133789
	Iteration 12Q: 3 clusters Score -4557664 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -4557875.500000 Penalty: 5166.133789
	Iteration 13Q: 3 clusters Score -4557876 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4558083.500000 Penalty: 5166.133789
	Iteration 14Q: 3 clusters Score -4558084 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -4558232.500000 Penalty: 5166.133789
	Iteration 15Q: 3 clusters Score -4558232 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -4558346.000000 Penalty: 5166.133789
	Iteration 16Q: 3 clusters Score -4558346 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -4558489.500000 Penalty: 5166.133789
	Iteration 17Q: 3 clusters Score -4558490 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -4558600.500000 Penalty: 5166.133789
	Iteration 18Q: 3 clusters Score -4558600 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -4558706.500000 Penalty: 5166.133789
	Iteration 19Q: 3 clusters Score -4558706 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4558787.500000 Penalty: 5166.133789
	Iteration 20F: 3 clusters Score -4558788 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -4558930.500000 Penalty: 5166.133789
	Iteration 21Q: 3 clusters Score -4558930 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -4559053.500000 Penalty: 5166.133789
	Iteration 22Q: 3 clusters Score -4559054 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -4559201.500000 Penalty: 5166.133789
	Iteration 23Q: 3 clusters Score -4559202 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -4559332.500000 Penalty: 5166.133789
	Iteration 24Q: 3 clusters Score -4559332 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -4559471.500000 Penalty: 5166.133789
	Iteration 25Q: 3 clusters Score -4559472 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -4559594.500000 Penalty: 5166.133789
	Iteration 26Q: 3 clusters Score -4559594 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -4559775.500000 Penalty: 5166.133789
	Iteration 27Q: 3 clusters Score -4559776 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -4559938.500000 Penalty: 5166.133789
	Iteration 28Q: 3 clusters Score -4559938 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -4560102.000000 Penalty: 5166.133789
	Iteration 29Q: 3 clusters Score -4560102 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -4560298.000000 Penalty: 5166.133789
	Iteration 30Q: 3 clusters Score -4560298 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4560462.000000 Penalty: 5166.133789
	Iteration 31Q: 3 clusters Score -4560462 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4560592.500000 Penalty: 5166.133789
	Iteration 32Q: 3 clusters Score -4560592 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4560725.500000 Penalty: 5166.133789
	Iteration 33Q: 3 clusters Score -4560726 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4560811.000000 Penalty: 5166.133789
	Iteration 34Q: 3 clusters Score -4560811 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4560916.500000 Penalty: 5166.133789
	Iteration 35Q: 3 clusters Score -4560916 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -4561004.500000 Penalty: 5166.133789
	Iteration 36Q: 3 clusters Score -4561004 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4561064.000000 Penalty: 5166.133789
	Iteration 37Q: 3 clusters Score -4561064 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4561123.000000 Penalty: 5166.133789
	Iteration 38Q: 3 clusters Score -4561123 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4561156.500000 Penalty: 5166.133789
	Iteration 39Q: 3 clusters Score -4561156 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4561295.500000 Penalty: 5166.133789
	Iteration 40F: 3 clusters Score -4561296 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4561487.500000 Penalty: 5166.133789
	Iteration 41Q: 3 clusters Score -4561488 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4561720.500000 Penalty: 5166.133789
	Iteration 42Q: 3 clusters Score -4561720 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4561932.000000 Penalty: 5166.133789
	Iteration 43Q: 3 clusters Score -4561932 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4562056.000000 Penalty: 5166.133789
	Iteration 44Q: 3 clusters Score -4562056 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4562132.500000 Penalty: 5166.133789
	Iteration 45Q: 3 clusters Score -4562132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4562165.500000 Penalty: 5166.133789
	Iteration 46Q: 3 clusters Score -4562166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4562207.000000 Penalty: 5166.133789
	Iteration 47Q: 3 clusters Score -4562207 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4562229.500000 Penalty: 5166.133789
	Iteration 48Q: 3 clusters Score -4562230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4562239.000000 Penalty: 5166.133789
	Iteration 49Q: 3 clusters Score -4562239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4562240.000000 Penalty: 5166.133789
	Iteration 50Q: 3 clusters Score -4562240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4562249.500000 Penalty: 5166.133789
	Iteration 51Q: 3 clusters Score -4562250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4562249.500000 Penalty: 5166.133789
	Iteration 52Q: 3 clusters Score -4562250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4562249.500000 Penalty: 5166.133789
	Iteration 53Q: 3 clusters Score -4562250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4562253.500000 Penalty: 5166.133789
	Iteration 54Q: 3 clusters Score -4562254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4562255.500000 Penalty: 5166.133789
	Iteration 55Q: 3 clusters Score -4562256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4562259.500000 Penalty: 5166.133789
	Iteration 56Q: 3 clusters Score -4562260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4562264.500000 Penalty: 5166.133789
	Iteration 57Q: 3 clusters Score -4562264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4562264.500000 Penalty: 5166.133789
	Iteration 58Q: 3 clusters Score -4562264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4562261.500000 Penalty: 5166.133789
	Iteration 59Q: 3 clusters Score -4562262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4562260.000000 Penalty: 5166.133789
	Iteration 60F: 3 clusters Score -4562260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4562256.500000 Penalty: 5166.133789
	Iteration 61Q: 3 clusters Score -4562256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4562257.500000 Penalty: 5166.133789
	Iteration 62Q: 3 clusters Score -4562258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4562257.500000 Penalty: 5166.133789
	Iteration 63F: 3 clusters Score -4562258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155882 members 
Entering Unmasked Estep 
Score: -21907498.000000 Penalty: 2965.300049
	Iteration 0F: 2 clusters Score -2.19075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -21806020.000000 Penalty: 5930.600098
	Iteration 0F: 3 clusters Score -2.180602e+07 nChanged 74715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -21849374.000000 Penalty: 5930.600098
	Iteration 1F: 3 clusters Score -2.184937e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -21850226.000000 Penalty: 5930.600098
	Iteration 2Q: 3 clusters Score -2.185023e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -21851128.000000 Penalty: 5930.600098
	Iteration 3Q: 3 clusters Score -2.185113e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -21852486.000000 Penalty: 5930.600098
	Iteration 4Q: 3 clusters Score -2.185249e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -21854386.000000 Penalty: 5930.600098
	Iteration 5Q: 3 clusters Score -2.185439e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87509 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -21857312.000000 Penalty: 5930.600098
	Iteration 6Q: 3 clusters Score -2.185731e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93126 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -21862146.000000 Penalty: 5930.600098
	Iteration 7F: 3 clusters Score -2.186215e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100696 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -21869312.000000 Penalty: 5930.600098
	Iteration 8F: 3 clusters Score -2.186931e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -21878346.000000 Penalty: 5930.600098
	Iteration 9F: 3 clusters Score -2.187835e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117667 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -21887320.000000 Penalty: 5930.600098
	Iteration 10F: 3 clusters Score -2.188732e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123867 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -21893570.000000 Penalty: 5930.600098
	Iteration 11F: 3 clusters Score -2.189357e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -21896960.000000 Penalty: 5930.600098
	Iteration 12Q: 3 clusters Score -2.189696e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132180 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -21898926.000000 Penalty: 5930.600098
	Iteration 13Q: 3 clusters Score -2.189893e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135482 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -21900486.000000 Penalty: 5930.600098
	Iteration 14Q: 3 clusters Score -2.190049e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138392 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -21901814.000000 Penalty: 5930.600098
	Iteration 15Q: 3 clusters Score -2.190181e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140930 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -21902938.000000 Penalty: 5930.600098
	Iteration 16Q: 3 clusters Score -2.190294e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143279 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -21903780.000000 Penalty: 5930.600098
	Iteration 17Q: 3 clusters Score -2.190378e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145423 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -21904638.000000 Penalty: 5930.600098
	Iteration 18Q: 3 clusters Score -2.190464e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147267 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -21905216.000000 Penalty: 5930.600098
	Iteration 19Q: 3 clusters Score -2.190522e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148733 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -21905602.000000 Penalty: 5930.600098
	Iteration 20F: 3 clusters Score -2.19056e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149969 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -21905748.000000 Penalty: 5930.600098
	Iteration 21Q: 3 clusters Score -2.190575e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151016 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -21905924.000000 Penalty: 5930.600098
	Iteration 22Q: 3 clusters Score -2.190592e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151911 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -21905908.000000 Penalty: 5930.600098
	Iteration 23Q: 3 clusters Score -2.190591e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152639 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -21905946.000000 Penalty: 5930.600098
	Iteration 24Q: 3 clusters Score -2.190595e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153183 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -21905970.000000 Penalty: 5930.600098
	Iteration 25Q: 3 clusters Score -2.190597e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153600 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -21905920.000000 Penalty: 5930.600098
	Iteration 26Q: 3 clusters Score -2.190592e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153899 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -21905908.000000 Penalty: 5930.600098
	Iteration 27Q: 3 clusters Score -2.190591e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -21905872.000000 Penalty: 5930.600098
	Iteration 28Q: 3 clusters Score -2.190587e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154308 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -21905842.000000 Penalty: 5930.600098
	Iteration 29Q: 3 clusters Score -2.190584e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154443 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -21905796.000000 Penalty: 5930.600098
	Iteration 30Q: 3 clusters Score -2.19058e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154554 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -21905776.000000 Penalty: 5930.600098
	Iteration 31Q: 3 clusters Score -2.190578e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154633 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -21905758.000000 Penalty: 5930.600098
	Iteration 32Q: 3 clusters Score -2.190576e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -21905726.000000 Penalty: 5930.600098
	Iteration 33Q: 3 clusters Score -2.190573e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154725 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -21905710.000000 Penalty: 5930.600098
	Iteration 34Q: 3 clusters Score -2.190571e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -21905696.000000 Penalty: 5930.600098
	Iteration 35Q: 3 clusters Score -2.19057e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154785 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -21905682.000000 Penalty: 5930.600098
	Iteration 36Q: 3 clusters Score -2.190568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -21905672.000000 Penalty: 5930.600098
	Iteration 37Q: 3 clusters Score -2.190567e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154838 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -21905696.000000 Penalty: 5930.600098
	Iteration 38Q: 3 clusters Score -2.19057e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -21905672.000000 Penalty: 5930.600098
	Iteration 39Q: 3 clusters Score -2.190567e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154876 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -21905650.000000 Penalty: 5930.600098
	Iteration 40F: 3 clusters Score -2.190565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154891 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21905666.000000 Penalty: 5930.600098
	Iteration 41Q: 3 clusters Score -2.190567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154900 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -21905660.000000 Penalty: 5930.600098
	Iteration 42Q: 3 clusters Score -2.190566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21905648.000000 Penalty: 5930.600098
	Iteration 43Q: 3 clusters Score -2.190565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154921 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -21905662.000000 Penalty: 5930.600098
	Iteration 44Q: 3 clusters Score -2.190566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21905660.000000 Penalty: 5930.600098
	Iteration 45Q: 3 clusters Score -2.190566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -21905654.000000 Penalty: 5930.600098
	Iteration 46Q: 3 clusters Score -2.190565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -21905662.000000 Penalty: 5930.600098
	Iteration 47Q: 3 clusters Score -2.190566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -21905660.000000 Penalty: 5930.600098
	Iteration 48Q: 3 clusters Score -2.190566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154949 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21905656.000000 Penalty: 5930.600098
	Iteration 49Q: 3 clusters Score -2.190566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154953 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -21905654.000000 Penalty: 5930.600098
	Iteration 50Q: 3 clusters Score -2.190565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -21905646.000000 Penalty: 5930.600098
	Iteration 51Q: 3 clusters Score -2.190565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154955 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21905644.000000 Penalty: 5930.600098
	Iteration 52Q: 3 clusters Score -2.190564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154956 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -21905654.000000 Penalty: 5930.600098
	Iteration 53Q: 3 clusters Score -2.190565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154956 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -21905654.000000 Penalty: 5930.600098
	Iteration 54F: 3 clusters Score -2.190565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Entering Unmasked Estep 
Score: -1181706.000000 Penalty: 2239.562988
	Iteration 0F: 2 clusters Score -1181706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1175063.500000 Penalty: 4479.125977
	Iteration 0F: 3 clusters Score -1175064 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1176926.375000 Penalty: 4479.125977
	Iteration 1F: 3 clusters Score -1176926 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1177165.500000 Penalty: 4479.125977
	Iteration 2F: 3 clusters Score -1177166 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1177315.625000 Penalty: 4479.125977
	Iteration 3Q: 3 clusters Score -1177316 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1177426.125000 Penalty: 4479.125977
	Iteration 4Q: 3 clusters Score -1177426 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1177515.250000 Penalty: 4479.125977
	Iteration 5Q: 3 clusters Score -1177515 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1177585.000000 Penalty: 4479.125977
	Iteration 6Q: 3 clusters Score -1177585 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1177643.750000 Penalty: 4479.125977
	Iteration 7Q: 3 clusters Score -1177644 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1177700.125000 Penalty: 4479.125977
	Iteration 8Q: 3 clusters Score -1177700 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1177749.875000 Penalty: 4479.125977
	Iteration 9Q: 3 clusters Score -1177750 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1177799.625000 Penalty: 4479.125977
	Iteration 10Q: 3 clusters Score -1177800 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1177841.125000 Penalty: 4479.125977
	Iteration 11Q: 3 clusters Score -1177841 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1177885.375000 Penalty: 4479.125977
	Iteration 12Q: 3 clusters Score -1177885 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1177925.375000 Penalty: 4479.125977
	Iteration 13Q: 3 clusters Score -1177925 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1177955.750000 Penalty: 4479.125977
	Iteration 14Q: 3 clusters Score -1177956 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1177989.500000 Penalty: 4479.125977
	Iteration 15Q: 3 clusters Score -1177990 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1178025.875000 Penalty: 4479.125977
	Iteration 16Q: 3 clusters Score -1178026 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1178063.000000 Penalty: 4479.125977
	Iteration 17Q: 3 clusters Score -1178063 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1178100.000000 Penalty: 4479.125977
	Iteration 18Q: 3 clusters Score -1178100 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1178136.625000 Penalty: 4479.125977
	Iteration 19Q: 3 clusters Score -1178137 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1178172.875000 Penalty: 4479.125977
	Iteration 20F: 3 clusters Score -1178173 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1178219.000000 Penalty: 4479.125977
	Iteration 21Q: 3 clusters Score -1178219 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1178277.250000 Penalty: 4479.125977
	Iteration 22Q: 3 clusters Score -1178277 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1178335.500000 Penalty: 4479.125977
	Iteration 23Q: 3 clusters Score -1178336 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1178418.625000 Penalty: 4479.125977
	Iteration 24Q: 3 clusters Score -1178419 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1178513.000000 Penalty: 4479.125977
	Iteration 25Q: 3 clusters Score -1178513 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1178614.750000 Penalty: 4479.125977
	Iteration 26Q: 3 clusters Score -1178615 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1178739.875000 Penalty: 4479.125977
	Iteration 27Q: 3 clusters Score -1178740 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1178876.500000 Penalty: 4479.125977
	Iteration 28Q: 3 clusters Score -1178876 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1179033.375000 Penalty: 4479.125977
	Iteration 29Q: 3 clusters Score -1179033 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1179211.125000 Penalty: 4479.125977
	Iteration 30Q: 3 clusters Score -1179211 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1179362.750000 Penalty: 4479.125977
	Iteration 31Q: 3 clusters Score -1179363 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1179467.375000 Penalty: 4479.125977
	Iteration 32Q: 3 clusters Score -1179467 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1179555.625000 Penalty: 4479.125977
	Iteration 33Q: 3 clusters Score -1179556 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1179629.750000 Penalty: 4479.125977
	Iteration 34Q: 3 clusters Score -1179630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1179688.625000 Penalty: 4479.125977
	Iteration 35Q: 3 clusters Score -1179689 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1179731.000000 Penalty: 4479.125977
	Iteration 36Q: 3 clusters Score -1179731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1179763.000000 Penalty: 4479.125977
	Iteration 37Q: 3 clusters Score -1179763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1179782.250000 Penalty: 4479.125977
	Iteration 38Q: 3 clusters Score -1179782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1179804.125000 Penalty: 4479.125977
	Iteration 39Q: 3 clusters Score -1179804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1179814.125000 Penalty: 4479.125977
	Iteration 40F: 3 clusters Score -1179814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1179824.000000 Penalty: 4479.125977
	Iteration 41Q: 3 clusters Score -1179824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1179839.875000 Penalty: 4479.125977
	Iteration 42Q: 3 clusters Score -1179840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1179856.500000 Penalty: 4479.125977
	Iteration 43Q: 3 clusters Score -1179856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1179866.875000 Penalty: 4479.125977
	Iteration 44Q: 3 clusters Score -1179867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1179868.750000 Penalty: 4479.125977
	Iteration 45Q: 3 clusters Score -1179869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1179873.000000 Penalty: 4479.125977
	Iteration 46Q: 3 clusters Score -1179873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1179875.875000 Penalty: 4479.125977
	Iteration 47Q: 3 clusters Score -1179876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1179879.875000 Penalty: 4479.125977
	Iteration 48Q: 3 clusters Score -1179880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1179883.000000 Penalty: 4479.125977
	Iteration 49Q: 3 clusters Score -1179883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1179883.000000 Penalty: 4479.125977
	Iteration 50Q: 3 clusters Score -1179883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1179883.000000 Penalty: 4479.125977
	Iteration 51F: 3 clusters Score -1179883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -83202.710938 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -83202.71 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 323 members 
Entering Unmasked Estep 
Score: -81550.882812 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -81550.88 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81910.132812 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -81910.13 nChanged 54
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: -82201.656250 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -82201.66 nChanged 46
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: -82371.734375 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -82371.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82560.390625 Penalty: 3234.958008
	Iteration 4F: 3 clusters Score -82560.39 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -82777.203125 Penalty: 3234.958008
	Iteration 5F: 3 clusters Score -82777.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -82965.617188 Penalty: 3234.958008
	Iteration 6F: 3 clusters Score -82965.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83057.546875 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -83057.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83143.226562 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -83143.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -83198.695312 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -83198.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -83229.375000 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -83229.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -83234.265625 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -83234.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -83234.265625 Penalty: 3234.958008
	Iteration 12F: 3 clusters Score -83234.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93206 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 166056 members 
Mstep: Class 5 contains 5269 members 
Mstep: Class 6 contains 41856 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191203 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38129 members 
Mstep: Class 12 contains 136392 members 
Mstep: Class 13 contains 31571 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 36610 members 
Mstep: Class 16 contains 113069 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33376 members 
Mstep: Class 19 contains 155882 members 
Mstep: Class 20 contains 8354 members 
Mstep: Class 21 contains 100 members 
Entering Unmasked Estep 
Score: -147020512.000000 Penalty: 72245.875000
Splitting cluster 21 changes total score from -147022128.000000 to -147020512.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93206 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166056 members 
Mstep: Class 5 contains 5269 members 
Mstep: Class 6 contains 41856 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191203 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38129 members 
Mstep: Class 12 contains 136392 members 
Mstep: Class 13 contains 31571 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 36610 members 
Mstep: Class 16 contains 113069 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33376 members 
Mstep: Class 19 contains 155882 members 
Mstep: Class 20 contains 8354 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147022336.000000 Penalty: 68805.593750
Iteration 159Q: 21 clusters Score -1.470223e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166067 members 
Mstep: Class 5 contains 5271 members 
Mstep: Class 6 contains 41839 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191243 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38134 members 
Mstep: Class 12 contains 136294 members 
Mstep: Class 13 contains 31575 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 36735 members 
Mstep: Class 16 contains 113045 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 33382 members 
Mstep: Class 19 contains 155879 members 
Mstep: Class 20 contains 8344 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039440.000000 Penalty: 68805.593750
Iteration 160F: 21 clusters Score -1.470394e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 1450 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166048 members 
Mstep: Class 5 contains 5275 members 
Mstep: Class 6 contains 41825 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191263 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38130 members 
Mstep: Class 12 contains 136201 members 
Mstep: Class 13 contains 31569 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 36876 members 
Mstep: Class 16 contains 113031 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 33394 members 
Mstep: Class 19 contains 155916 members 
Mstep: Class 20 contains 8332 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147062848.000000 Penalty: 68805.593750
Iteration 161Q: 21 clusters Score -1.470628e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 93067 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166052 members 
Mstep: Class 5 contains 5281 members 
Mstep: Class 6 contains 41812 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191286 members 
Mstep: Class 9 contains 594 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38132 members 
Mstep: Class 12 contains 136107 members 
Mstep: Class 13 contains 31561 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 37027 members 
Mstep: Class 16 contains 113039 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 33400 members 
Mstep: Class 19 contains 155889 members 
Mstep: Class 20 contains 8326 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147063120.000000 Penalty: 68805.593750
Iteration 162Q: 21 clusters Score -1.470631e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166059 members 
Mstep: Class 5 contains 5284 members 
Mstep: Class 6 contains 41798 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191315 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38129 members 
Mstep: Class 12 contains 136014 members 
Mstep: Class 13 contains 31560 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 37169 members 
Mstep: Class 16 contains 113049 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 33399 members 
Mstep: Class 19 contains 155873 members 
Mstep: Class 20 contains 8324 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147063200.000000 Penalty: 68805.593750
Iteration 163Q: 21 clusters Score -1.470632e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166091 members 
Mstep: Class 5 contains 5282 members 
Mstep: Class 6 contains 41776 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191343 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38124 members 
Mstep: Class 12 contains 135934 members 
Mstep: Class 13 contains 31550 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 37294 members 
Mstep: Class 16 contains 113055 members 
Mstep: Class 17 contains 621 members 
Mstep: Class 18 contains 33411 members 
Mstep: Class 19 contains 155859 members 
Mstep: Class 20 contains 8318 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147063280.000000 Penalty: 68805.593750
Iteration 164Q: 21 clusters Score -1.470633e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92911 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166110 members 
Mstep: Class 5 contains 5281 members 
Mstep: Class 6 contains 41747 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191363 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38129 members 
Mstep: Class 12 contains 135859 members 
Mstep: Class 13 contains 31544 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 37407 members 
Mstep: Class 16 contains 113058 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33422 members 
Mstep: Class 19 contains 155836 members 
Mstep: Class 20 contains 8317 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147063264.000000 Penalty: 68805.593750
Iteration 165Q: 21 clusters Score -1.470633e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166146 members 
Mstep: Class 5 contains 5282 members 
Mstep: Class 6 contains 41734 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191386 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38138 members 
Mstep: Class 12 contains 135758 members 
Mstep: Class 13 contains 31539 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 37506 members 
Mstep: Class 16 contains 113063 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33425 members 
Mstep: Class 19 contains 155813 members 
Mstep: Class 20 contains 8316 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147063248.000000 Penalty: 68805.593750
Iteration 166Q: 21 clusters Score -1.470632e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92833 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166179 members 
Mstep: Class 5 contains 5287 members 
Mstep: Class 6 contains 41715 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191407 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38140 members 
Mstep: Class 12 contains 135672 members 
Mstep: Class 13 contains 31533 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 37594 members 
Mstep: Class 16 contains 113075 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33447 members 
Mstep: Class 19 contains 155786 members 
Mstep: Class 20 contains 8316 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147063072.000000 Penalty: 68805.593750
Iteration 167Q: 21 clusters Score -1.470631e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166222 members 
Mstep: Class 5 contains 5291 members 
Mstep: Class 6 contains 41696 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191432 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38135 members 
Mstep: Class 12 contains 135571 members 
Mstep: Class 13 contains 31528 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 37702 members 
Mstep: Class 16 contains 113065 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33460 members 
Mstep: Class 19 contains 155790 members 
Mstep: Class 20 contains 8313 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147063200.000000 Penalty: 68805.593750
Iteration 168Q: 21 clusters Score -1.470632e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92721 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166231 members 
Mstep: Class 5 contains 5291 members 
Mstep: Class 6 contains 41682 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191447 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38128 members 
Mstep: Class 12 contains 135484 members 
Mstep: Class 13 contains 31522 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 37799 members 
Mstep: Class 16 contains 113059 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33470 members 
Mstep: Class 19 contains 155840 members 
Mstep: Class 20 contains 8310 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147062976.000000 Penalty: 68805.593750
Iteration 169Q: 21 clusters Score -1.47063e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166235 members 
Mstep: Class 5 contains 5292 members 
Mstep: Class 6 contains 41676 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 191460 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38119 members 
Mstep: Class 12 contains 135397 members 
Mstep: Class 13 contains 31521 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 37888 members 
Mstep: Class 16 contains 113035 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33488 members 
Mstep: Class 19 contains 155885 members 
Mstep: Class 20 contains 8309 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147062960.000000 Penalty: 68805.593750
Iteration 170Q: 21 clusters Score -1.47063e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166275 members 
Mstep: Class 5 contains 5294 members 
Mstep: Class 6 contains 41667 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 191479 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38116 members 
Mstep: Class 12 contains 135307 members 
Mstep: Class 13 contains 31518 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 37978 members 
Mstep: Class 16 contains 113036 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33482 members 
Mstep: Class 19 contains 155905 members 
Mstep: Class 20 contains 8299 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147062928.000000 Penalty: 68805.593750
Iteration 171Q: 21 clusters Score -1.470629e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166312 members 
Mstep: Class 5 contains 5296 members 
Mstep: Class 6 contains 41657 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191523 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38104 members 
Mstep: Class 12 contains 135228 members 
Mstep: Class 13 contains 31517 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38063 members 
Mstep: Class 16 contains 113013 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33490 members 
Mstep: Class 19 contains 155914 members 
Mstep: Class 20 contains 8291 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147063168.000000 Penalty: 68805.593750
Iteration 172Q: 21 clusters Score -1.470632e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166334 members 
Mstep: Class 5 contains 5294 members 
Mstep: Class 6 contains 41650 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191551 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38098 members 
Mstep: Class 12 contains 135136 members 
Mstep: Class 13 contains 31519 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38152 members 
Mstep: Class 16 contains 113009 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33494 members 
Mstep: Class 19 contains 155938 members 
Mstep: Class 20 contains 8290 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147062960.000000 Penalty: 68805.593750
Iteration 173Q: 21 clusters Score -1.47063e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92451 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166371 members 
Mstep: Class 5 contains 5294 members 
Mstep: Class 6 contains 41642 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191582 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38085 members 
Mstep: Class 12 contains 135052 members 
Mstep: Class 13 contains 31514 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38251 members 
Mstep: Class 16 contains 112990 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33512 members 
Mstep: Class 19 contains 155953 members 
Mstep: Class 20 contains 8285 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147062992.000000 Penalty: 68805.593750
Iteration 174Q: 21 clusters Score -1.47063e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166386 members 
Mstep: Class 5 contains 5294 members 
Mstep: Class 6 contains 41641 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191605 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38084 members 
Mstep: Class 12 contains 134963 members 
Mstep: Class 13 contains 31516 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38330 members 
Mstep: Class 16 contains 112978 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33512 members 
Mstep: Class 19 contains 155963 members 
Mstep: Class 20 contains 8285 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147062816.000000 Penalty: 68805.593750
Iteration 175Q: 21 clusters Score -1.470628e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166422 members 
Mstep: Class 5 contains 5295 members 
Mstep: Class 6 contains 41637 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191619 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38073 members 
Mstep: Class 12 contains 134874 members 
Mstep: Class 13 contains 31517 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38403 members 
Mstep: Class 16 contains 112959 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33519 members 
Mstep: Class 19 contains 155983 members 
Mstep: Class 20 contains 8284 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147062976.000000 Penalty: 68805.593750
Iteration 176Q: 21 clusters Score -1.47063e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166464 members 
Mstep: Class 5 contains 5298 members 
Mstep: Class 6 contains 41626 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191605 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38060 members 
Mstep: Class 12 contains 134798 members 
Mstep: Class 13 contains 31513 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38476 members 
Mstep: Class 16 contains 112925 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33533 members 
Mstep: Class 19 contains 156016 members 
Mstep: Class 20 contains 8283 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147063136.000000 Penalty: 68805.593750
Iteration 177Q: 21 clusters Score -1.470631e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166524 members 
Mstep: Class 5 contains 5295 members 
Mstep: Class 6 contains 41618 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191606 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38065 members 
Mstep: Class 12 contains 134729 members 
Mstep: Class 13 contains 31508 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38555 members 
Mstep: Class 16 contains 112903 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33542 members 
Mstep: Class 19 contains 155981 members 
Mstep: Class 20 contains 8282 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147062976.000000 Penalty: 68805.593750
Iteration 178Q: 21 clusters Score -1.47063e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92341 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166564 members 
Mstep: Class 5 contains 5298 members 
Mstep: Class 6 contains 41608 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191610 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38064 members 
Mstep: Class 12 contains 134655 members 
Mstep: Class 13 contains 31506 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38623 members 
Mstep: Class 16 contains 112878 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33540 members 
Mstep: Class 19 contains 156014 members 
Mstep: Class 20 contains 8281 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147062960.000000 Penalty: 68805.593750
Iteration 179Q: 21 clusters Score -1.47063e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 92313 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166586 members 
Mstep: Class 5 contains 5300 members 
Mstep: Class 6 contains 41608 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191630 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38052 members 
Mstep: Class 12 contains 134577 members 
Mstep: Class 13 contains 31503 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38687 members 
Mstep: Class 16 contains 112869 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 33535 members 
Mstep: Class 19 contains 156041 members 
Mstep: Class 20 contains 8281 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147091680.000000 Penalty: 68805.593750
Iteration 180F: 21 clusters Score -1.470917e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1131 members 
Mstep: Class 1 contains 92294 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166581 members 
Mstep: Class 5 contains 5299 members 
Mstep: Class 6 contains 41606 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191634 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38034 members 
Mstep: Class 12 contains 134511 members 
Mstep: Class 13 contains 31499 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38771 members 
Mstep: Class 16 contains 112865 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33547 members 
Mstep: Class 19 contains 156065 members 
Mstep: Class 20 contains 8276 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095120.000000 Penalty: 68805.593750
Iteration 181Q: 21 clusters Score -1.470951e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166586 members 
Mstep: Class 5 contains 5299 members 
Mstep: Class 6 contains 41605 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191638 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38019 members 
Mstep: Class 12 contains 134445 members 
Mstep: Class 13 contains 31502 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38839 members 
Mstep: Class 16 contains 112866 members 
Mstep: Class 17 contains 904 members 
Mstep: Class 18 contains 33554 members 
Mstep: Class 19 contains 156075 members 
Mstep: Class 20 contains 8276 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095296.000000 Penalty: 68805.593750
Iteration 182Q: 21 clusters Score -1.470953e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166578 members 
Mstep: Class 5 contains 5300 members 
Mstep: Class 6 contains 41609 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191666 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 38007 members 
Mstep: Class 12 contains 134395 members 
Mstep: Class 13 contains 31508 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38886 members 
Mstep: Class 16 contains 112857 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33556 members 
Mstep: Class 19 contains 156098 members 
Mstep: Class 20 contains 8274 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095312.000000 Penalty: 68805.593750
Iteration 183Q: 21 clusters Score -1.470953e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166533 members 
Mstep: Class 5 contains 5300 members 
Mstep: Class 6 contains 41616 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191699 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 37998 members 
Mstep: Class 12 contains 134366 members 
Mstep: Class 13 contains 31508 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38917 members 
Mstep: Class 16 contains 112854 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33554 members 
Mstep: Class 19 contains 156135 members 
Mstep: Class 20 contains 8268 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095456.000000 Penalty: 68805.593750
Iteration 184Q: 21 clusters Score -1.470955e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166482 members 
Mstep: Class 5 contains 5303 members 
Mstep: Class 6 contains 41615 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191718 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 37991 members 
Mstep: Class 12 contains 134339 members 
Mstep: Class 13 contains 31501 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38964 members 
Mstep: Class 16 contains 112858 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33561 members 
Mstep: Class 19 contains 156158 members 
Mstep: Class 20 contains 8267 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095488.000000 Penalty: 68805.593750
Iteration 185Q: 21 clusters Score -1.470955e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166406 members 
Mstep: Class 5 contains 5303 members 
Mstep: Class 6 contains 41616 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191737 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37988 members 
Mstep: Class 12 contains 134321 members 
Mstep: Class 13 contains 31498 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39009 members 
Mstep: Class 16 contains 112846 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33564 members 
Mstep: Class 19 contains 156205 members 
Mstep: Class 20 contains 8265 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095504.000000 Penalty: 68805.593750
Iteration 186Q: 21 clusters Score -1.470955e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166334 members 
Mstep: Class 5 contains 5304 members 
Mstep: Class 6 contains 41614 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191732 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37981 members 
Mstep: Class 12 contains 134317 members 
Mstep: Class 13 contains 31495 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39038 members 
Mstep: Class 16 contains 112841 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33568 members 
Mstep: Class 19 contains 156268 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095472.000000 Penalty: 68805.593750
Iteration 187Q: 21 clusters Score -1.470955e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166288 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 41612 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191727 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37982 members 
Mstep: Class 12 contains 134308 members 
Mstep: Class 13 contains 31490 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39075 members 
Mstep: Class 16 contains 112866 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33574 members 
Mstep: Class 19 contains 156266 members 
Mstep: Class 20 contains 8258 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095360.000000 Penalty: 68805.593750
Iteration 188Q: 21 clusters Score -1.470954e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92225 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166289 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 41615 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191721 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37977 members 
Mstep: Class 12 contains 134302 members 
Mstep: Class 13 contains 31487 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39106 members 
Mstep: Class 16 contains 112884 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 156247 members 
Mstep: Class 20 contains 8255 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095360.000000 Penalty: 68805.593750
Iteration 189Q: 21 clusters Score -1.470954e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166301 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 6 contains 41609 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191734 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37978 members 
Mstep: Class 12 contains 134272 members 
Mstep: Class 13 contains 31483 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39133 members 
Mstep: Class 16 contains 112915 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 156227 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095472.000000 Penalty: 68805.593750
Iteration 190Q: 21 clusters Score -1.470955e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92190 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166356 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 41617 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191738 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37976 members 
Mstep: Class 12 contains 134226 members 
Mstep: Class 13 contains 31473 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39159 members 
Mstep: Class 16 contains 112933 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33557 members 
Mstep: Class 19 contains 156200 members 
Mstep: Class 20 contains 8252 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095408.000000 Penalty: 68805.593750
Iteration 191Q: 21 clusters Score -1.470954e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166408 members 
Mstep: Class 5 contains 5306 members 
Mstep: Class 6 contains 41614 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191738 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37987 members 
Mstep: Class 12 contains 134185 members 
Mstep: Class 13 contains 31470 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39186 members 
Mstep: Class 16 contains 112948 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33547 members 
Mstep: Class 19 contains 156187 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095728.000000 Penalty: 68805.593750
Iteration 192Q: 21 clusters Score -1.470957e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166465 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 41598 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191723 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37999 members 
Mstep: Class 12 contains 134139 members 
Mstep: Class 13 contains 31470 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39232 members 
Mstep: Class 16 contains 112956 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33561 members 
Mstep: Class 19 contains 156153 members 
Mstep: Class 20 contains 8253 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095584.000000 Penalty: 68805.593750
Iteration 193Q: 21 clusters Score -1.470956e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166562 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 41585 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191728 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 38003 members 
Mstep: Class 12 contains 134098 members 
Mstep: Class 13 contains 31466 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39271 members 
Mstep: Class 16 contains 112950 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33571 members 
Mstep: Class 19 contains 156101 members 
Mstep: Class 20 contains 8253 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095760.000000 Penalty: 68805.593750
Iteration 194Q: 21 clusters Score -1.470958e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166670 members 
Mstep: Class 5 contains 5306 members 
Mstep: Class 6 contains 41571 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191746 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37996 members 
Mstep: Class 12 contains 134049 members 
Mstep: Class 13 contains 31461 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39316 members 
Mstep: Class 16 contains 112944 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33584 members 
Mstep: Class 19 contains 156044 members 
Mstep: Class 20 contains 8252 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095616.000000 Penalty: 68805.593750
Iteration 195Q: 21 clusters Score -1.470956e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 92015 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166767 members 
Mstep: Class 5 contains 5306 members 
Mstep: Class 6 contains 41563 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 191752 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37991 members 
Mstep: Class 12 contains 134017 members 
Mstep: Class 13 contains 31462 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39344 members 
Mstep: Class 16 contains 112934 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33602 members 
Mstep: Class 19 contains 155979 members 
Mstep: Class 20 contains 8252 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095568.000000 Penalty: 68805.593750
Iteration 196Q: 21 clusters Score -1.470956e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166826 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 41556 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 191735 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37989 members 
Mstep: Class 12 contains 133972 members 
Mstep: Class 13 contains 31458 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39368 members 
Mstep: Class 16 contains 112941 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33616 members 
Mstep: Class 19 contains 155987 members 
Mstep: Class 20 contains 8253 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095808.000000 Penalty: 68805.593750
Iteration 197Q: 21 clusters Score -1.470958e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166910 members 
Mstep: Class 5 contains 5304 members 
Mstep: Class 6 contains 41546 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 191714 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37989 members 
Mstep: Class 12 contains 133919 members 
Mstep: Class 13 contains 31460 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39402 members 
Mstep: Class 16 contains 112948 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33630 members 
Mstep: Class 19 contains 155951 members 
Mstep: Class 20 contains 8254 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095920.000000 Penalty: 68805.593750
Iteration 198Q: 21 clusters Score -1.470959e+08 nChanged 695
Entering ConstructFrom: 
Score: -147095920.000000 Penalty: 68805.593750
Entering ConstructFrom: 
Trying to split cluster 1 (91940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91940 members 
Entering Unmasked Estep 
Score: -13063675.000000 Penalty: 2834.364990
	Iteration 0F: 2 clusters Score -1.306368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -13002099.000000 Penalty: 5668.729980
	Iteration 0F: 3 clusters Score -1.30021e+07 nChanged 43647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -13027119.000000 Penalty: 5668.729980
	Iteration 1F: 3 clusters Score -1.302712e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -13027853.000000 Penalty: 5668.729980
	Iteration 2Q: 3 clusters Score -1.302785e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -13028671.000000 Penalty: 5668.729980
	Iteration 3Q: 3 clusters Score -1.302867e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -13029607.000000 Penalty: 5668.729980
	Iteration 4Q: 3 clusters Score -1.302961e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -13030710.000000 Penalty: 5668.729980
	Iteration 5Q: 3 clusters Score -1.303071e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -13032325.000000 Penalty: 5668.729980
	Iteration 6Q: 3 clusters Score -1.303232e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -13034505.000000 Penalty: 5668.729980
	Iteration 7Q: 3 clusters Score -1.30345e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -13037534.000000 Penalty: 5668.729980
	Iteration 8F: 3 clusters Score -1.303753e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -13041450.000000 Penalty: 5668.729980
	Iteration 9F: 3 clusters Score -1.304145e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -13045271.000000 Penalty: 5668.729980
	Iteration 10F: 3 clusters Score -1.304527e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -13047633.000000 Penalty: 5668.729980
	Iteration 11F: 3 clusters Score -1.304763e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -13048751.000000 Penalty: 5668.729980
	Iteration 12Q: 3 clusters Score -1.304875e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -13049194.000000 Penalty: 5668.729980
	Iteration 13Q: 3 clusters Score -1.304919e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -13049498.000000 Penalty: 5668.729980
	Iteration 14Q: 3 clusters Score -1.30495e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -13049610.000000 Penalty: 5668.729980
	Iteration 15Q: 3 clusters Score -1.304961e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -13049701.000000 Penalty: 5668.729980
	Iteration 16Q: 3 clusters Score -1.30497e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -13049854.000000 Penalty: 5668.729980
	Iteration 17Q: 3 clusters Score -1.304985e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -13049928.000000 Penalty: 5668.729980
	Iteration 18Q: 3 clusters Score -1.304993e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -13049996.000000 Penalty: 5668.729980
	Iteration 19Q: 3 clusters Score -1.305e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -13050042.000000 Penalty: 5668.729980
	Iteration 20F: 3 clusters Score -1.305004e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -13050101.000000 Penalty: 5668.729980
	Iteration 21Q: 3 clusters Score -1.30501e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -13050181.000000 Penalty: 5668.729980
	Iteration 22Q: 3 clusters Score -1.305018e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -13050275.000000 Penalty: 5668.729980
	Iteration 23Q: 3 clusters Score -1.305028e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -13050321.000000 Penalty: 5668.729980
	Iteration 24Q: 3 clusters Score -1.305032e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -13050368.000000 Penalty: 5668.729980
	Iteration 25Q: 3 clusters Score -1.305037e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -13050449.000000 Penalty: 5668.729980
	Iteration 26Q: 3 clusters Score -1.305045e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -13050490.000000 Penalty: 5668.729980
	Iteration 27Q: 3 clusters Score -1.305049e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -13050573.000000 Penalty: 5668.729980
	Iteration 28Q: 3 clusters Score -1.305057e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -13050629.000000 Penalty: 5668.729980
	Iteration 29Q: 3 clusters Score -1.305063e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -13050614.000000 Penalty: 5668.729980
	Iteration 30Q: 3 clusters Score -1.305061e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -13050676.000000 Penalty: 5668.729980
	Iteration 31Q: 3 clusters Score -1.305068e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -13050725.000000 Penalty: 5668.729980
	Iteration 32Q: 3 clusters Score -1.305072e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -13050757.000000 Penalty: 5668.729980
	Iteration 33Q: 3 clusters Score -1.305076e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -13050821.000000 Penalty: 5668.729980
	Iteration 34Q: 3 clusters Score -1.305082e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -13050896.000000 Penalty: 5668.729980
	Iteration 35Q: 3 clusters Score -1.30509e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -13051001.000000 Penalty: 5668.729980
	Iteration 36Q: 3 clusters Score -1.3051e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -13051096.000000 Penalty: 5668.729980
	Iteration 37Q: 3 clusters Score -1.30511e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -13051140.000000 Penalty: 5668.729980
	Iteration 38Q: 3 clusters Score -1.305114e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -13051233.000000 Penalty: 5668.729980
	Iteration 39Q: 3 clusters Score -1.305123e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -13051315.000000 Penalty: 5668.729980
	Iteration 40F: 3 clusters Score -1.305132e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -13051407.000000 Penalty: 5668.729980
	Iteration 41Q: 3 clusters Score -1.305141e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -13051512.000000 Penalty: 5668.729980
	Iteration 42Q: 3 clusters Score -1.305151e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -13051616.000000 Penalty: 5668.729980
	Iteration 43Q: 3 clusters Score -1.305162e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -13051694.000000 Penalty: 5668.729980
	Iteration 44Q: 3 clusters Score -1.305169e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -13051817.000000 Penalty: 5668.729980
	Iteration 45Q: 3 clusters Score -1.305182e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -13051986.000000 Penalty: 5668.729980
	Iteration 46Q: 3 clusters Score -1.305199e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -13052126.000000 Penalty: 5668.729980
	Iteration 47Q: 3 clusters Score -1.305213e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -13052315.000000 Penalty: 5668.729980
	Iteration 48Q: 3 clusters Score -1.305232e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -13052490.000000 Penalty: 5668.729980
	Iteration 49Q: 3 clusters Score -1.305249e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -13052635.000000 Penalty: 5668.729980
	Iteration 50Q: 3 clusters Score -1.305264e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -13052815.000000 Penalty: 5668.729980
	Iteration 51Q: 3 clusters Score -1.305282e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -13053040.000000 Penalty: 5668.729980
	Iteration 52Q: 3 clusters Score -1.305304e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -13053351.000000 Penalty: 5668.729980
	Iteration 53Q: 3 clusters Score -1.305335e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
Score: -13053606.000000 Penalty: 5668.729980
	Iteration 54Q: 3 clusters Score -1.305361e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -13053903.000000 Penalty: 5668.729980
	Iteration 55Q: 3 clusters Score -1.30539e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -13054287.000000 Penalty: 5668.729980
	Iteration 56Q: 3 clusters Score -1.305429e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -13054601.000000 Penalty: 5668.729980
	Iteration 57Q: 3 clusters Score -1.30546e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -13055046.000000 Penalty: 5668.729980
	Iteration 58Q: 3 clusters Score -1.305505e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -13055411.000000 Penalty: 5668.729980
	Iteration 59Q: 3 clusters Score -1.305541e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -13055895.000000 Penalty: 5668.729980
	Iteration 60F: 3 clusters Score -1.30559e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -13056282.000000 Penalty: 5668.729980
	Iteration 61Q: 3 clusters Score -1.305628e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -13056690.000000 Penalty: 5668.729980
	Iteration 62Q: 3 clusters Score -1.305669e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -13057118.000000 Penalty: 5668.729980
	Iteration 63Q: 3 clusters Score -1.305712e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -13057489.000000 Penalty: 5668.729980
	Iteration 64Q: 3 clusters Score -1.305749e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -13058017.000000 Penalty: 5668.729980
	Iteration 65Q: 3 clusters Score -1.305802e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 84146 members 
Entering Unmasked Estep 
Score: -13058541.000000 Penalty: 5668.729980
	Iteration 66Q: 3 clusters Score -1.305854e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -13058961.000000 Penalty: 5668.729980
	Iteration 67Q: 3 clusters Score -1.305896e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -13059268.000000 Penalty: 5668.729980
	Iteration 68Q: 3 clusters Score -1.305927e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -13059621.000000 Penalty: 5668.729980
	Iteration 69Q: 3 clusters Score -1.305962e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -13059884.000000 Penalty: 5668.729980
	Iteration 70Q: 3 clusters Score -1.305988e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -13060150.000000 Penalty: 5668.729980
	Iteration 71Q: 3 clusters Score -1.306015e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -13060393.000000 Penalty: 5668.729980
	Iteration 72Q: 3 clusters Score -1.306039e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -13060564.000000 Penalty: 5668.729980
	Iteration 73Q: 3 clusters Score -1.306056e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -13060734.000000 Penalty: 5668.729980
	Iteration 74Q: 3 clusters Score -1.306073e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -13060853.000000 Penalty: 5668.729980
	Iteration 75Q: 3 clusters Score -1.306085e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -13060962.000000 Penalty: 5668.729980
	Iteration 76Q: 3 clusters Score -1.306096e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -13061016.000000 Penalty: 5668.729980
	Iteration 77Q: 3 clusters Score -1.306102e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
Score: -13061061.000000 Penalty: 5668.729980
	Iteration 78Q: 3 clusters Score -1.306106e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -13061126.000000 Penalty: 5668.729980
	Iteration 79Q: 3 clusters Score -1.306113e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -13061168.000000 Penalty: 5668.729980
	Iteration 80F: 3 clusters Score -1.306117e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -13061209.000000 Penalty: 5668.729980
	Iteration 81Q: 3 clusters Score -1.306121e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 90413 members 
Entering Unmasked Estep 
Score: -13061240.000000 Penalty: 5668.729980
	Iteration 82Q: 3 clusters Score -1.306124e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -13061280.000000 Penalty: 5668.729980
	Iteration 83Q: 3 clusters Score -1.306128e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 90550 members 
Entering Unmasked Estep 
Score: -13061324.000000 Penalty: 5668.729980
	Iteration 84Q: 3 clusters Score -1.306132e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -13061346.000000 Penalty: 5668.729980
	Iteration 85Q: 3 clusters Score -1.306135e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -13061345.000000 Penalty: 5668.729980
	Iteration 86Q: 3 clusters Score -1.306134e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -13061370.000000 Penalty: 5668.729980
	Iteration 87Q: 3 clusters Score -1.306137e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -13061374.000000 Penalty: 5668.729980
	Iteration 88Q: 3 clusters Score -1.306137e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -13061396.000000 Penalty: 5668.729980
	Iteration 89Q: 3 clusters Score -1.30614e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -13061413.000000 Penalty: 5668.729980
	Iteration 90Q: 3 clusters Score -1.306141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -13061407.000000 Penalty: 5668.729980
	Iteration 91Q: 3 clusters Score -1.306141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -13061410.000000 Penalty: 5668.729980
	Iteration 92Q: 3 clusters Score -1.306141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -13061407.000000 Penalty: 5668.729980
	Iteration 93Q: 3 clusters Score -1.306141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -13061417.000000 Penalty: 5668.729980
	Iteration 94Q: 3 clusters Score -1.306142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 90830 members 
Entering Unmasked Estep 
Score: -13061420.000000 Penalty: 5668.729980
	Iteration 95Q: 3 clusters Score -1.306142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 90841 members 
Entering Unmasked Estep 
Score: -13061420.000000 Penalty: 5668.729980
	Iteration 96Q: 3 clusters Score -1.306142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -13061417.000000 Penalty: 5668.729980
	Iteration 97Q: 3 clusters Score -1.306142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -13061409.000000 Penalty: 5668.729980
	Iteration 98Q: 3 clusters Score -1.306141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 90866 members 
Entering Unmasked Estep 
Score: -13061411.000000 Penalty: 5668.729980
	Iteration 99Q: 3 clusters Score -1.306141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 90881 members 
Entering Unmasked Estep 
Score: -13061417.000000 Penalty: 5668.729980
	Iteration 100F: 3 clusters Score -1.306142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 90891 members 
Entering Unmasked Estep 
Score: -13061449.000000 Penalty: 5668.729980
	Iteration 101Q: 3 clusters Score -1.306145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 90901 members 
Entering Unmasked Estep 
Score: -13061449.000000 Penalty: 5668.729980
	Iteration 102Q: 3 clusters Score -1.306145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -13061453.000000 Penalty: 5668.729980
	Iteration 103Q: 3 clusters Score -1.306145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 90916 members 
Entering Unmasked Estep 
Score: -13061462.000000 Penalty: 5668.729980
	Iteration 104Q: 3 clusters Score -1.306146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -13061446.000000 Penalty: 5668.729980
	Iteration 105Q: 3 clusters Score -1.306145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -13061452.000000 Penalty: 5668.729980
	Iteration 106Q: 3 clusters Score -1.306145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -13061461.000000 Penalty: 5668.729980
	Iteration 107Q: 3 clusters Score -1.306146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -13061470.000000 Penalty: 5668.729980
	Iteration 108Q: 3 clusters Score -1.306147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -13061471.000000 Penalty: 5668.729980
	Iteration 109Q: 3 clusters Score -1.306147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -13061477.000000 Penalty: 5668.729980
	Iteration 110Q: 3 clusters Score -1.306148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -13061477.000000 Penalty: 5668.729980
	Iteration 111F: 3 clusters Score -1.306148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -26378.486328 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -26378.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25274.154297 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -25274.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25339.783203 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -25339.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25347.603516 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -25347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25353.785156 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -25353.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25368.603516 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -25368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25383.199219 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -25383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25387.158203 Penalty: 2663.836426
	Iteration 6Q: 3 clusters Score -25387.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25387.158203 Penalty: 2663.836426
	Iteration 7F: 3 clusters Score -25387.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (166990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166990 members 
Entering Unmasked Estep 
Score: -23396694.000000 Penalty: 2982.370850
	Iteration 0F: 2 clusters Score -2.339669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -23291882.000000 Penalty: 5964.741699
	Iteration 0F: 3 clusters Score -2.329188e+07 nChanged 80040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -23340184.000000 Penalty: 5964.741699
	Iteration 1F: 3 clusters Score -2.334018e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98955 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -23343782.000000 Penalty: 5964.741699
	Iteration 2Q: 3 clusters Score -2.334378e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -23350270.000000 Penalty: 5964.741699
	Iteration 3F: 3 clusters Score -2.335027e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118876 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -23360590.000000 Penalty: 5964.741699
	Iteration 4F: 3 clusters Score -2.336059e+07 nChanged 14174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131708 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -23373108.000000 Penalty: 5964.741699
	Iteration 5F: 3 clusters Score -2.337311e+07 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142890 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -23384378.000000 Penalty: 5964.741699
	Iteration 6F: 3 clusters Score -2.338438e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150247 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -23391222.000000 Penalty: 5964.741699
	Iteration 7Q: 3 clusters Score -2.339122e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154571 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -23394536.000000 Penalty: 5964.741699
	Iteration 8Q: 3 clusters Score -2.339454e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157070 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -23395744.000000 Penalty: 5964.741699
	Iteration 9Q: 3 clusters Score -2.339574e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -23396266.000000 Penalty: 5964.741699
	Iteration 10Q: 3 clusters Score -2.339627e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159680 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -23396384.000000 Penalty: 5964.741699
	Iteration 11Q: 3 clusters Score -2.339638e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160505 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -23396378.000000 Penalty: 5964.741699
	Iteration 12Q: 3 clusters Score -2.339638e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161129 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -23396322.000000 Penalty: 5964.741699
	Iteration 13Q: 3 clusters Score -2.339632e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161618 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -23396262.000000 Penalty: 5964.741699
	Iteration 14Q: 3 clusters Score -2.339626e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162014 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -23396206.000000 Penalty: 5964.741699
	Iteration 15Q: 3 clusters Score -2.339621e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -23396110.000000 Penalty: 5964.741699
	Iteration 16Q: 3 clusters Score -2.339611e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162578 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -23396076.000000 Penalty: 5964.741699
	Iteration 17Q: 3 clusters Score -2.339608e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162781 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -23396004.000000 Penalty: 5964.741699
	Iteration 18Q: 3 clusters Score -2.3396e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162953 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -23395854.000000 Penalty: 5964.741699
	Iteration 19Q: 3 clusters Score -2.339585e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163114 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -23395772.000000 Penalty: 5964.741699
	Iteration 20F: 3 clusters Score -2.339577e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163261 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -23395738.000000 Penalty: 5964.741699
	Iteration 21Q: 3 clusters Score -2.339574e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163405 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -23395692.000000 Penalty: 5964.741699
	Iteration 22Q: 3 clusters Score -2.339569e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163507 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -23395660.000000 Penalty: 5964.741699
	Iteration 23Q: 3 clusters Score -2.339566e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163586 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -23395644.000000 Penalty: 5964.741699
	Iteration 24Q: 3 clusters Score -2.339564e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163657 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -23395618.000000 Penalty: 5964.741699
	Iteration 25Q: 3 clusters Score -2.339562e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -23395598.000000 Penalty: 5964.741699
	Iteration 26Q: 3 clusters Score -2.33956e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163793 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -23395570.000000 Penalty: 5964.741699
	Iteration 27Q: 3 clusters Score -2.339557e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163848 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -23395578.000000 Penalty: 5964.741699
	Iteration 28Q: 3 clusters Score -2.339558e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163916 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -23395582.000000 Penalty: 5964.741699
	Iteration 29Q: 3 clusters Score -2.339558e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -23395588.000000 Penalty: 5964.741699
	Iteration 30Q: 3 clusters Score -2.339559e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -23395572.000000 Penalty: 5964.741699
	Iteration 31Q: 3 clusters Score -2.339557e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164085 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -23395556.000000 Penalty: 5964.741699
	Iteration 32Q: 3 clusters Score -2.339556e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164128 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -23395558.000000 Penalty: 5964.741699
	Iteration 33Q: 3 clusters Score -2.339556e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164167 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -23395564.000000 Penalty: 5964.741699
	Iteration 34Q: 3 clusters Score -2.339556e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164208 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -23395544.000000 Penalty: 5964.741699
	Iteration 35Q: 3 clusters Score -2.339554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164245 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -23395534.000000 Penalty: 5964.741699
	Iteration 36Q: 3 clusters Score -2.339553e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -23395514.000000 Penalty: 5964.741699
	Iteration 37Q: 3 clusters Score -2.339551e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164314 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -23395492.000000 Penalty: 5964.741699
	Iteration 38Q: 3 clusters Score -2.339549e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164338 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -23395486.000000 Penalty: 5964.741699
	Iteration 39Q: 3 clusters Score -2.339549e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164366 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -23395478.000000 Penalty: 5964.741699
	Iteration 40F: 3 clusters Score -2.339548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164389 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -23395464.000000 Penalty: 5964.741699
	Iteration 41Q: 3 clusters Score -2.339546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164408 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -23395464.000000 Penalty: 5964.741699
	Iteration 42Q: 3 clusters Score -2.339546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164430 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -23395476.000000 Penalty: 5964.741699
	Iteration 43Q: 3 clusters Score -2.339548e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164458 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -23395494.000000 Penalty: 5964.741699
	Iteration 44Q: 3 clusters Score -2.339549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164482 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -23395510.000000 Penalty: 5964.741699
	Iteration 45Q: 3 clusters Score -2.339551e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164498 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -23395500.000000 Penalty: 5964.741699
	Iteration 46Q: 3 clusters Score -2.33955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164522 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -23395460.000000 Penalty: 5964.741699
	Iteration 47Q: 3 clusters Score -2.339546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164543 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -23395444.000000 Penalty: 5964.741699
	Iteration 48Q: 3 clusters Score -2.339544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164560 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -23395454.000000 Penalty: 5964.741699
	Iteration 49Q: 3 clusters Score -2.339545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164583 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -23395440.000000 Penalty: 5964.741699
	Iteration 50Q: 3 clusters Score -2.339544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164600 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -23395450.000000 Penalty: 5964.741699
	Iteration 51Q: 3 clusters Score -2.339545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164610 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -23395460.000000 Penalty: 5964.741699
	Iteration 52Q: 3 clusters Score -2.339546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164625 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -23395452.000000 Penalty: 5964.741699
	Iteration 53Q: 3 clusters Score -2.339545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164639 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -23395428.000000 Penalty: 5964.741699
	Iteration 54Q: 3 clusters Score -2.339543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164656 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -23395402.000000 Penalty: 5964.741699
	Iteration 55Q: 3 clusters Score -2.33954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164666 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -23395418.000000 Penalty: 5964.741699
	Iteration 56Q: 3 clusters Score -2.339542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164677 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -23395428.000000 Penalty: 5964.741699
	Iteration 57Q: 3 clusters Score -2.339543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164686 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -23395414.000000 Penalty: 5964.741699
	Iteration 58Q: 3 clusters Score -2.339541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164696 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -23395406.000000 Penalty: 5964.741699
	Iteration 59Q: 3 clusters Score -2.339541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164711 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -23395382.000000 Penalty: 5964.741699
	Iteration 60F: 3 clusters Score -2.339538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164725 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -23395380.000000 Penalty: 5964.741699
	Iteration 61Q: 3 clusters Score -2.339538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164735 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -23395394.000000 Penalty: 5964.741699
	Iteration 62Q: 3 clusters Score -2.339539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164745 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -23395384.000000 Penalty: 5964.741699
	Iteration 63Q: 3 clusters Score -2.339538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164753 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -23395396.000000 Penalty: 5964.741699
	Iteration 64Q: 3 clusters Score -2.33954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164762 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -23395350.000000 Penalty: 5964.741699
	Iteration 65Q: 3 clusters Score -2.339535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164772 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -23395354.000000 Penalty: 5964.741699
	Iteration 66Q: 3 clusters Score -2.339535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164781 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -23395354.000000 Penalty: 5964.741699
	Iteration 67Q: 3 clusters Score -2.339535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164786 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -23395352.000000 Penalty: 5964.741699
	Iteration 68Q: 3 clusters Score -2.339535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164793 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -23395338.000000 Penalty: 5964.741699
	Iteration 69Q: 3 clusters Score -2.339534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164800 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -23395332.000000 Penalty: 5964.741699
	Iteration 70Q: 3 clusters Score -2.339533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164809 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -23395340.000000 Penalty: 5964.741699
	Iteration 71Q: 3 clusters Score -2.339534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164818 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -23395322.000000 Penalty: 5964.741699
	Iteration 72Q: 3 clusters Score -2.339532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164824 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -23395320.000000 Penalty: 5964.741699
	Iteration 73Q: 3 clusters Score -2.339532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164831 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23395310.000000 Penalty: 5964.741699
	Iteration 74Q: 3 clusters Score -2.339531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164836 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -23395314.000000 Penalty: 5964.741699
	Iteration 75Q: 3 clusters Score -2.339531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164842 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -23395312.000000 Penalty: 5964.741699
	Iteration 76Q: 3 clusters Score -2.339531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164846 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -23395304.000000 Penalty: 5964.741699
	Iteration 77Q: 3 clusters Score -2.33953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164852 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -23395312.000000 Penalty: 5964.741699
	Iteration 78Q: 3 clusters Score -2.339531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164858 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -23395300.000000 Penalty: 5964.741699
	Iteration 79Q: 3 clusters Score -2.33953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164862 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -23395288.000000 Penalty: 5964.741699
	Iteration 80F: 3 clusters Score -2.339529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164866 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -23395306.000000 Penalty: 5964.741699
	Iteration 81Q: 3 clusters Score -2.339531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164874 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -23395296.000000 Penalty: 5964.741699
	Iteration 82Q: 3 clusters Score -2.33953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164880 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -23395296.000000 Penalty: 5964.741699
	Iteration 83Q: 3 clusters Score -2.33953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164889 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -23395308.000000 Penalty: 5964.741699
	Iteration 84Q: 3 clusters Score -2.339531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -23395292.000000 Penalty: 5964.741699
	Iteration 85Q: 3 clusters Score -2.339529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164908 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -23395302.000000 Penalty: 5964.741699
	Iteration 86Q: 3 clusters Score -2.33953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -23395282.000000 Penalty: 5964.741699
	Iteration 87Q: 3 clusters Score -2.339528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -23395274.000000 Penalty: 5964.741699
	Iteration 88Q: 3 clusters Score -2.339527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164913 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -23395280.000000 Penalty: 5964.741699
	Iteration 89Q: 3 clusters Score -2.339528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -23395290.000000 Penalty: 5964.741699
	Iteration 90Q: 3 clusters Score -2.339529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164918 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -23395288.000000 Penalty: 5964.741699
	Iteration 91Q: 3 clusters Score -2.339529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164920 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -23395278.000000 Penalty: 5964.741699
	Iteration 92Q: 3 clusters Score -2.339528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164921 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -23395284.000000 Penalty: 5964.741699
	Iteration 93Q: 3 clusters Score -2.339528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164925 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -23395280.000000 Penalty: 5964.741699
	Iteration 94Q: 3 clusters Score -2.339528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -23395278.000000 Penalty: 5964.741699
	Iteration 95Q: 3 clusters Score -2.339528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -23395278.000000 Penalty: 5964.741699
	Iteration 96F: 3 clusters Score -2.339528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -746060.250000 Penalty: 2126.948242
	Iteration 0F: 2 clusters Score -746060.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -741336.312500 Penalty: 4253.896484
	Iteration 0F: 3 clusters Score -741336.3 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -742894.500000 Penalty: 4253.896484
	Iteration 1F: 3 clusters Score -742894.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -743440.375000 Penalty: 4253.896484
	Iteration 2F: 3 clusters Score -743440.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -743930.875000 Penalty: 4253.896484
	Iteration 3F: 3 clusters Score -743930.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -744388.312500 Penalty: 4253.896484
	Iteration 4F: 3 clusters Score -744388.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -744846.375000 Penalty: 4253.896484
	Iteration 5F: 3 clusters Score -744846.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -745264.187500 Penalty: 4253.896484
	Iteration 6F: 3 clusters Score -745264.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -745617.875000 Penalty: 4253.896484
	Iteration 7Q: 3 clusters Score -745617.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -745858.437500 Penalty: 4253.896484
	Iteration 8Q: 3 clusters Score -745858.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -746012.250000 Penalty: 4253.896484
	Iteration 9Q: 3 clusters Score -746012.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -746152.062500 Penalty: 4253.896484
	Iteration 10Q: 3 clusters Score -746152.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -746213.875000 Penalty: 4253.896484
	Iteration 11Q: 3 clusters Score -746213.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -746226.250000 Penalty: 4253.896484
	Iteration 12Q: 3 clusters Score -746226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -746229.687500 Penalty: 4253.896484
	Iteration 13Q: 3 clusters Score -746229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -746231.750000 Penalty: 4253.896484
	Iteration 14Q: 3 clusters Score -746231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -746231.750000 Penalty: 4253.896484
	Iteration 15F: 3 clusters Score -746231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 4328 members 
Mstep: Class 4 contains 166990 members 
Mstep: Class 5 contains 977 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 191705 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37989 members 
Mstep: Class 12 contains 133857 members 
Mstep: Class 13 contains 31459 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39432 members 
Mstep: Class 16 contains 112960 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33645 members 
Mstep: Class 19 contains 155917 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
Score: -147095008.000000 Penalty: 72245.875000
Splitting cluster 5 changes total score from -147095920.000000 to -147095008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (41535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Entering Unmasked Estep 
Score: -5933839.500000 Penalty: 2637.304443
	Iteration 0F: 2 clusters Score -5933840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -5905895.500000 Penalty: 5274.608887
	Iteration 0F: 3 clusters Score -5905896 nChanged 18952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -5916214.000000 Penalty: 5274.608887
	Iteration 1F: 3 clusters Score -5916214 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -5916696.000000 Penalty: 5274.608887
	Iteration 2Q: 3 clusters Score -5916696 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -5917159.500000 Penalty: 5274.608887
	Iteration 3Q: 3 clusters Score -5917160 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -5917616.000000 Penalty: 5274.608887
	Iteration 4Q: 3 clusters Score -5917616 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -5918190.000000 Penalty: 5274.608887
	Iteration 5Q: 3 clusters Score -5918190 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -5918950.000000 Penalty: 5274.608887
	Iteration 6Q: 3 clusters Score -5918950 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -5920149.000000 Penalty: 5274.608887
	Iteration 7F: 3 clusters Score -5920149 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -5921914.000000 Penalty: 5274.608887
	Iteration 8F: 3 clusters Score -5921914 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -5924290.000000 Penalty: 5274.608887
	Iteration 9F: 3 clusters Score -5924290 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -5926860.500000 Penalty: 5274.608887
	Iteration 10F: 3 clusters Score -5926860 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5928993.500000 Penalty: 5274.608887
	Iteration 11F: 3 clusters Score -5928994 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5930250.000000 Penalty: 5274.608887
	Iteration 12Q: 3 clusters Score -5930250 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5930886.000000 Penalty: 5274.608887
	Iteration 13Q: 3 clusters Score -5930886 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5931190.000000 Penalty: 5274.608887
	Iteration 14Q: 3 clusters Score -5931190 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5931347.000000 Penalty: 5274.608887
	Iteration 15Q: 3 clusters Score -5931347 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5931431.000000 Penalty: 5274.608887
	Iteration 16Q: 3 clusters Score -5931431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5931463.000000 Penalty: 5274.608887
	Iteration 17Q: 3 clusters Score -5931463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5931490.000000 Penalty: 5274.608887
	Iteration 18Q: 3 clusters Score -5931490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5931510.500000 Penalty: 5274.608887
	Iteration 19Q: 3 clusters Score -5931510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5931524.000000 Penalty: 5274.608887
	Iteration 20F: 3 clusters Score -5931524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5931532.000000 Penalty: 5274.608887
	Iteration 21Q: 3 clusters Score -5931532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5931550.000000 Penalty: 5274.608887
	Iteration 22Q: 3 clusters Score -5931550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5931548.500000 Penalty: 5274.608887
	Iteration 23Q: 3 clusters Score -5931548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5931554.500000 Penalty: 5274.608887
	Iteration 24Q: 3 clusters Score -5931554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5931556.500000 Penalty: 5274.608887
	Iteration 25Q: 3 clusters Score -5931556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5931561.000000 Penalty: 5274.608887
	Iteration 26Q: 3 clusters Score -5931561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5931563.000000 Penalty: 5274.608887
	Iteration 27Q: 3 clusters Score -5931563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5931572.000000 Penalty: 5274.608887
	Iteration 28Q: 3 clusters Score -5931572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5931573.500000 Penalty: 5274.608887
	Iteration 29Q: 3 clusters Score -5931574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5931573.500000 Penalty: 5274.608887
	Iteration 30F: 3 clusters Score -5931574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -326487.375000 Penalty: 1926.176392
	Iteration 0F: 2 clusters Score -326487.4 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 1183 members 
Entering Unmasked Estep 
Score: -323619.625000 Penalty: 3852.352783
	Iteration 0F: 3 clusters Score -323619.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -324141.562500 Penalty: 3852.352783
	Iteration 1F: 3 clusters Score -324141.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -324295.656250 Penalty: 3852.352783
	Iteration 2F: 3 clusters Score -324295.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -324436.031250 Penalty: 3852.352783
	Iteration 3Q: 3 clusters Score -324436 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -324648.468750 Penalty: 3852.352783
	Iteration 4Q: 3 clusters Score -324648.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -324964.875000 Penalty: 3852.352783
	Iteration 5Q: 3 clusters Score -324964.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -325177.781250 Penalty: 3852.352783
	Iteration 6F: 3 clusters Score -325177.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -325343.000000 Penalty: 3852.352783
	Iteration 7F: 3 clusters Score -325343 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -325494.218750 Penalty: 3852.352783
	Iteration 8F: 3 clusters Score -325494.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -325634.218750 Penalty: 3852.352783
	Iteration 9F: 3 clusters Score -325634.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -325730.406250 Penalty: 3852.352783
	Iteration 10Q: 3 clusters Score -325730.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -325796.156250 Penalty: 3852.352783
	Iteration 11Q: 3 clusters Score -325796.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -325848.718750 Penalty: 3852.352783
	Iteration 12Q: 3 clusters Score -325848.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -325895.875000 Penalty: 3852.352783
	Iteration 13Q: 3 clusters Score -325895.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -325912.843750 Penalty: 3852.352783
	Iteration 14Q: 3 clusters Score -325912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -325921.156250 Penalty: 3852.352783
	Iteration 15Q: 3 clusters Score -325921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -325928.531250 Penalty: 3852.352783
	Iteration 16Q: 3 clusters Score -325928.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -325932.937500 Penalty: 3852.352783
	Iteration 17Q: 3 clusters Score -325932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -325935.437500 Penalty: 3852.352783
	Iteration 18Q: 3 clusters Score -325935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -325936.250000 Penalty: 3852.352783
	Iteration 19Q: 3 clusters Score -325936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -325939.625000 Penalty: 3852.352783
	Iteration 20F: 3 clusters Score -325939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -325940.656250 Penalty: 3852.352783
	Iteration 21Q: 3 clusters Score -325940.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -325940.656250 Penalty: 3852.352783
	Iteration 22F: 3 clusters Score -325940.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (191705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191705 members 
Entering Unmasked Estep 
Score: -27201160.000000 Penalty: 3016.600830
	Iteration 0F: 2 clusters Score -2.720116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95847 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -27105506.000000 Penalty: 6033.201660
	Iteration 0F: 3 clusters Score -2.710551e+07 nChanged 91624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96935 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -27159438.000000 Penalty: 6033.201660
	Iteration 1F: 3 clusters Score -2.715944e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -27160900.000000 Penalty: 6033.201660
	Iteration 2Q: 3 clusters Score -2.71609e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100754 members 
Mstep: Class 2 contains 90951 members 
Entering Unmasked Estep 
Score: -27163490.000000 Penalty: 6033.201660
	Iteration 3Q: 3 clusters Score -2.716349e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104049 members 
Mstep: Class 2 contains 87656 members 
Entering Unmasked Estep 
Score: -27167376.000000 Penalty: 6033.201660
	Iteration 4Q: 3 clusters Score -2.716738e+07 nChanged 11264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108123 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -27172828.000000 Penalty: 6033.201660
	Iteration 5F: 3 clusters Score -2.717283e+07 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -27180326.000000 Penalty: 6033.201660
	Iteration 6F: 3 clusters Score -2.718033e+07 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115485 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -27189438.000000 Penalty: 6033.201660
	Iteration 7F: 3 clusters Score -2.718944e+07 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116730 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -27197356.000000 Penalty: 6033.201660
	Iteration 8F: 3 clusters Score -2.719736e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116275 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -27201566.000000 Penalty: 6033.201660
	Iteration 9F: 3 clusters Score -2.720157e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115343 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -27202896.000000 Penalty: 6033.201660
	Iteration 10Q: 3 clusters Score -2.72029e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114260 members 
Mstep: Class 2 contains 77445 members 
Entering Unmasked Estep 
Score: -27203228.000000 Penalty: 6033.201660
	Iteration 11Q: 3 clusters Score -2.720323e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113107 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -27203380.000000 Penalty: 6033.201660
	Iteration 12Q: 3 clusters Score -2.720338e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111944 members 
Mstep: Class 2 contains 79761 members 
Entering Unmasked Estep 
Score: -27203330.000000 Penalty: 6033.201660
	Iteration 13Q: 3 clusters Score -2.720333e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110686 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -27203282.000000 Penalty: 6033.201660
	Iteration 14Q: 3 clusters Score -2.720328e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109286 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -27203418.000000 Penalty: 6033.201660
	Iteration 15Q: 3 clusters Score -2.720342e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107856 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -27203518.000000 Penalty: 6033.201660
	Iteration 16Q: 3 clusters Score -2.720352e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -27203536.000000 Penalty: 6033.201660
	Iteration 17Q: 3 clusters Score -2.720354e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104937 members 
Mstep: Class 2 contains 86768 members 
Entering Unmasked Estep 
Score: -27203550.000000 Penalty: 6033.201660
	Iteration 18Q: 3 clusters Score -2.720355e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103401 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -27203794.000000 Penalty: 6033.201660
	Iteration 19Q: 3 clusters Score -2.720379e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101765 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -27203878.000000 Penalty: 6033.201660
	Iteration 20F: 3 clusters Score -2.720388e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -27204150.000000 Penalty: 6033.201660
	Iteration 21Q: 3 clusters Score -2.720415e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -27204264.000000 Penalty: 6033.201660
	Iteration 22Q: 3 clusters Score -2.720426e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -27204220.000000 Penalty: 6033.201660
	Iteration 23Q: 3 clusters Score -2.720422e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94215 members 
Mstep: Class 2 contains 97490 members 
Entering Unmasked Estep 
Score: -27204488.000000 Penalty: 6033.201660
	Iteration 24Q: 3 clusters Score -2.720449e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91953 members 
Mstep: Class 2 contains 99752 members 
Entering Unmasked Estep 
Score: -27204692.000000 Penalty: 6033.201660
	Iteration 25Q: 3 clusters Score -2.720469e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 102104 members 
Entering Unmasked Estep 
Score: -27205040.000000 Penalty: 6033.201660
	Iteration 26Q: 3 clusters Score -2.720504e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 104349 members 
Entering Unmasked Estep 
Score: -27205038.000000 Penalty: 6033.201660
	Iteration 27Q: 3 clusters Score -2.720504e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 106607 members 
Entering Unmasked Estep 
Score: -27205246.000000 Penalty: 6033.201660
	Iteration 28Q: 3 clusters Score -2.720525e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -27205306.000000 Penalty: 6033.201660
	Iteration 29Q: 3 clusters Score -2.720531e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80752 members 
Mstep: Class 2 contains 110953 members 
Entering Unmasked Estep 
Score: -27205348.000000 Penalty: 6033.201660
	Iteration 30Q: 3 clusters Score -2.720535e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 112900 members 
Entering Unmasked Estep 
Score: -27205392.000000 Penalty: 6033.201660
	Iteration 31Q: 3 clusters Score -2.720539e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 114689 members 
Entering Unmasked Estep 
Score: -27205396.000000 Penalty: 6033.201660
	Iteration 32Q: 3 clusters Score -2.72054e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 116280 members 
Entering Unmasked Estep 
Score: -27205326.000000 Penalty: 6033.201660
	Iteration 33Q: 3 clusters Score -2.720533e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73941 members 
Mstep: Class 2 contains 117764 members 
Entering Unmasked Estep 
Score: -27205272.000000 Penalty: 6033.201660
	Iteration 34Q: 3 clusters Score -2.720527e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Mstep: Class 2 contains 119113 members 
Entering Unmasked Estep 
Score: -27205208.000000 Penalty: 6033.201660
	Iteration 35Q: 3 clusters Score -2.720521e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 120467 members 
Entering Unmasked Estep 
Score: -27205278.000000 Penalty: 6033.201660
	Iteration 36Q: 3 clusters Score -2.720528e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 121735 members 
Entering Unmasked Estep 
Score: -27205142.000000 Penalty: 6033.201660
	Iteration 37Q: 3 clusters Score -2.720514e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 122875 members 
Entering Unmasked Estep 
Score: -27204992.000000 Penalty: 6033.201660
	Iteration 38Q: 3 clusters Score -2.720499e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 123919 members 
Entering Unmasked Estep 
Score: -27204870.000000 Penalty: 6033.201660
	Iteration 39Q: 3 clusters Score -2.720487e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 124769 members 
Entering Unmasked Estep 
Score: -27204690.000000 Penalty: 6033.201660
	Iteration 40F: 3 clusters Score -2.720469e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 125534 members 
Entering Unmasked Estep 
Score: -27204518.000000 Penalty: 6033.201660
	Iteration 41Q: 3 clusters Score -2.720452e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 126244 members 
Entering Unmasked Estep 
Score: -27204332.000000 Penalty: 6033.201660
	Iteration 42Q: 3 clusters Score -2.720433e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 126855 members 
Entering Unmasked Estep 
Score: -27204176.000000 Penalty: 6033.201660
	Iteration 43Q: 3 clusters Score -2.720418e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 127370 members 
Entering Unmasked Estep 
Score: -27204046.000000 Penalty: 6033.201660
	Iteration 44Q: 3 clusters Score -2.720405e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 127860 members 
Entering Unmasked Estep 
Score: -27203864.000000 Penalty: 6033.201660
	Iteration 45Q: 3 clusters Score -2.720386e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63426 members 
Mstep: Class 2 contains 128279 members 
Entering Unmasked Estep 
Score: -27203646.000000 Penalty: 6033.201660
	Iteration 46Q: 3 clusters Score -2.720365e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 128574 members 
Entering Unmasked Estep 
Score: -27203516.000000 Penalty: 6033.201660
	Iteration 47Q: 3 clusters Score -2.720352e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 128783 members 
Entering Unmasked Estep 
Score: -27203416.000000 Penalty: 6033.201660
	Iteration 48Q: 3 clusters Score -2.720342e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 128913 members 
Entering Unmasked Estep 
Score: -27203330.000000 Penalty: 6033.201660
	Iteration 49Q: 3 clusters Score -2.720333e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 128987 members 
Entering Unmasked Estep 
Score: -27203272.000000 Penalty: 6033.201660
	Iteration 50Q: 3 clusters Score -2.720327e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 129003 members 
Entering Unmasked Estep 
Score: -27203150.000000 Penalty: 6033.201660
	Iteration 51Q: 3 clusters Score -2.720315e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 128934 members 
Entering Unmasked Estep 
Score: -27202958.000000 Penalty: 6033.201660
	Iteration 52Q: 3 clusters Score -2.720296e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 128779 members 
Entering Unmasked Estep 
Score: -27202754.000000 Penalty: 6033.201660
	Iteration 53Q: 3 clusters Score -2.720275e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 128570 members 
Entering Unmasked Estep 
Score: -27202662.000000 Penalty: 6033.201660
	Iteration 54Q: 3 clusters Score -2.720266e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 128302 members 
Entering Unmasked Estep 
Score: -27202510.000000 Penalty: 6033.201660
	Iteration 55Q: 3 clusters Score -2.720251e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 128007 members 
Entering Unmasked Estep 
Score: -27202446.000000 Penalty: 6033.201660
	Iteration 56Q: 3 clusters Score -2.720245e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 127661 members 
Entering Unmasked Estep 
Score: -27202322.000000 Penalty: 6033.201660
	Iteration 57Q: 3 clusters Score -2.720232e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 127254 members 
Entering Unmasked Estep 
Score: -27202204.000000 Penalty: 6033.201660
	Iteration 58Q: 3 clusters Score -2.72022e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 126781 members 
Entering Unmasked Estep 
Score: -27202218.000000 Penalty: 6033.201660
	Iteration 59Q: 3 clusters Score -2.720222e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 126298 members 
Entering Unmasked Estep 
Score: -27202120.000000 Penalty: 6033.201660
	Iteration 60F: 3 clusters Score -2.720212e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 125765 members 
Entering Unmasked Estep 
Score: -27202064.000000 Penalty: 6033.201660
	Iteration 61Q: 3 clusters Score -2.720206e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 125220 members 
Entering Unmasked Estep 
Score: -27201988.000000 Penalty: 6033.201660
	Iteration 62Q: 3 clusters Score -2.720199e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 124649 members 
Entering Unmasked Estep 
Score: -27201882.000000 Penalty: 6033.201660
	Iteration 63Q: 3 clusters Score -2.720188e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 124035 members 
Entering Unmasked Estep 
Score: -27201852.000000 Penalty: 6033.201660
	Iteration 64Q: 3 clusters Score -2.720185e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 123410 members 
Entering Unmasked Estep 
Score: -27201842.000000 Penalty: 6033.201660
	Iteration 65Q: 3 clusters Score -2.720184e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 122780 members 
Entering Unmasked Estep 
Score: -27201896.000000 Penalty: 6033.201660
	Iteration 66Q: 3 clusters Score -2.72019e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 122066 members 
Entering Unmasked Estep 
Score: -27201964.000000 Penalty: 6033.201660
	Iteration 67Q: 3 clusters Score -2.720196e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 121300 members 
Entering Unmasked Estep 
Score: -27201996.000000 Penalty: 6033.201660
	Iteration 68Q: 3 clusters Score -2.7202e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 120517 members 
Entering Unmasked Estep 
Score: -27201976.000000 Penalty: 6033.201660
	Iteration 69Q: 3 clusters Score -2.720198e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 119702 members 
Entering Unmasked Estep 
Score: -27201912.000000 Penalty: 6033.201660
	Iteration 70Q: 3 clusters Score -2.720191e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 118895 members 
Entering Unmasked Estep 
Score: -27201836.000000 Penalty: 6033.201660
	Iteration 71Q: 3 clusters Score -2.720184e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 118075 members 
Entering Unmasked Estep 
Score: -27201862.000000 Penalty: 6033.201660
	Iteration 72Q: 3 clusters Score -2.720186e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -27201744.000000 Penalty: 6033.201660
	Iteration 73Q: 3 clusters Score -2.720174e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75345 members 
Mstep: Class 2 contains 116360 members 
Entering Unmasked Estep 
Score: -27201666.000000 Penalty: 6033.201660
	Iteration 74Q: 3 clusters Score -2.720167e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -27201736.000000 Penalty: 6033.201660
	Iteration 75Q: 3 clusters Score -2.720174e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 114525 members 
Entering Unmasked Estep 
Score: -27201724.000000 Penalty: 6033.201660
	Iteration 76Q: 3 clusters Score -2.720172e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 113561 members 
Entering Unmasked Estep 
Score: -27201786.000000 Penalty: 6033.201660
	Iteration 77Q: 3 clusters Score -2.720179e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 112582 members 
Entering Unmasked Estep 
Score: -27201834.000000 Penalty: 6033.201660
	Iteration 78Q: 3 clusters Score -2.720183e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80127 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -27201866.000000 Penalty: 6033.201660
	Iteration 79Q: 3 clusters Score -2.720187e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -27201942.000000 Penalty: 6033.201660
	Iteration 80F: 3 clusters Score -2.720194e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 109582 members 
Entering Unmasked Estep 
Score: -27201958.000000 Penalty: 6033.201660
	Iteration 81Q: 3 clusters Score -2.720196e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 108584 members 
Entering Unmasked Estep 
Score: -27201998.000000 Penalty: 6033.201660
	Iteration 82Q: 3 clusters Score -2.7202e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 107592 members 
Entering Unmasked Estep 
Score: -27202112.000000 Penalty: 6033.201660
	Iteration 83Q: 3 clusters Score -2.720211e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -27202196.000000 Penalty: 6033.201660
	Iteration 84Q: 3 clusters Score -2.72022e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -27202308.000000 Penalty: 6033.201660
	Iteration 85Q: 3 clusters Score -2.720231e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 104549 members 
Entering Unmasked Estep 
Score: -27202312.000000 Penalty: 6033.201660
	Iteration 86Q: 3 clusters Score -2.720231e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 103580 members 
Entering Unmasked Estep 
Score: -27202414.000000 Penalty: 6033.201660
	Iteration 87Q: 3 clusters Score -2.720241e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88983 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -27202476.000000 Penalty: 6033.201660
	Iteration 88Q: 3 clusters Score -2.720248e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 101860 members 
Entering Unmasked Estep 
Score: -27202604.000000 Penalty: 6033.201660
	Iteration 89Q: 3 clusters Score -2.72026e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 101034 members 
Entering Unmasked Estep 
Score: -27202800.000000 Penalty: 6033.201660
	Iteration 90Q: 3 clusters Score -2.72028e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -27203040.000000 Penalty: 6033.201660
	Iteration 91Q: 3 clusters Score -2.720304e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 99519 members 
Entering Unmasked Estep 
Score: -27203056.000000 Penalty: 6033.201660
	Iteration 92Q: 3 clusters Score -2.720306e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 98844 members 
Entering Unmasked Estep 
Score: -27203212.000000 Penalty: 6033.201660
	Iteration 93Q: 3 clusters Score -2.720321e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93476 members 
Mstep: Class 2 contains 98229 members 
Entering Unmasked Estep 
Score: -27203302.000000 Penalty: 6033.201660
	Iteration 94Q: 3 clusters Score -2.72033e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 97676 members 
Entering Unmasked Estep 
Score: -27203412.000000 Penalty: 6033.201660
	Iteration 95Q: 3 clusters Score -2.720341e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94611 members 
Mstep: Class 2 contains 97094 members 
Entering Unmasked Estep 
Score: -27203572.000000 Penalty: 6033.201660
	Iteration 96Q: 3 clusters Score -2.720357e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95173 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -27203652.000000 Penalty: 6033.201660
	Iteration 97Q: 3 clusters Score -2.720365e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95743 members 
Mstep: Class 2 contains 95962 members 
Entering Unmasked Estep 
Score: -27203790.000000 Penalty: 6033.201660
	Iteration 98Q: 3 clusters Score -2.720379e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -27203860.000000 Penalty: 6033.201660
	Iteration 99Q: 3 clusters Score -2.720386e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 94872 members 
Entering Unmasked Estep 
Score: -27203900.000000 Penalty: 6033.201660
	Iteration 100F: 3 clusters Score -2.72039e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97338 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -27204002.000000 Penalty: 6033.201660
	Iteration 101Q: 3 clusters Score -2.7204e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 93853 members 
Entering Unmasked Estep 
Score: -27204098.000000 Penalty: 6033.201660
	Iteration 102Q: 3 clusters Score -2.72041e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98297 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -27204290.000000 Penalty: 6033.201660
	Iteration 103Q: 3 clusters Score -2.720429e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98714 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -27204436.000000 Penalty: 6033.201660
	Iteration 104Q: 3 clusters Score -2.720444e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -27204640.000000 Penalty: 6033.201660
	Iteration 105Q: 3 clusters Score -2.720464e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99328 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -27204634.000000 Penalty: 6033.201660
	Iteration 106Q: 3 clusters Score -2.720463e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99520 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -27204656.000000 Penalty: 6033.201660
	Iteration 107Q: 3 clusters Score -2.720466e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99671 members 
Mstep: Class 2 contains 92034 members 
Entering Unmasked Estep 
Score: -27204720.000000 Penalty: 6033.201660
	Iteration 108Q: 3 clusters Score -2.720472e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99779 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -27204872.000000 Penalty: 6033.201660
	Iteration 109Q: 3 clusters Score -2.720487e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99859 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -27204894.000000 Penalty: 6033.201660
	Iteration 110Q: 3 clusters Score -2.720489e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 91841 members 
Entering Unmasked Estep 
Score: -27205090.000000 Penalty: 6033.201660
	Iteration 111Q: 3 clusters Score -2.720509e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 91924 members 
Entering Unmasked Estep 
Score: -27205168.000000 Penalty: 6033.201660
	Iteration 112Q: 3 clusters Score -2.720517e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -27205166.000000 Penalty: 6033.201660
	Iteration 113Q: 3 clusters Score -2.720517e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99521 members 
Mstep: Class 2 contains 92184 members 
Entering Unmasked Estep 
Score: -27205198.000000 Penalty: 6033.201660
	Iteration 114Q: 3 clusters Score -2.72052e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -27205334.000000 Penalty: 6033.201660
	Iteration 115Q: 3 clusters Score -2.720533e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99043 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -27205462.000000 Penalty: 6033.201660
	Iteration 116Q: 3 clusters Score -2.720546e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98704 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -27205628.000000 Penalty: 6033.201660
	Iteration 117Q: 3 clusters Score -2.720563e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -27205722.000000 Penalty: 6033.201660
	Iteration 118Q: 3 clusters Score -2.720572e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -27205782.000000 Penalty: 6033.201660
	Iteration 119Q: 3 clusters Score -2.720578e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97626 members 
Mstep: Class 2 contains 94079 members 
Entering Unmasked Estep 
Score: -27205836.000000 Penalty: 6033.201660
	Iteration 120F: 3 clusters Score -2.720584e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97156 members 
Mstep: Class 2 contains 94549 members 
Entering Unmasked Estep 
Score: -27205814.000000 Penalty: 6033.201660
	Iteration 121Q: 3 clusters Score -2.720581e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -27205948.000000 Penalty: 6033.201660
	Iteration 122Q: 3 clusters Score -2.720595e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96153 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -27206094.000000 Penalty: 6033.201660
	Iteration 123Q: 3 clusters Score -2.720609e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95620 members 
Mstep: Class 2 contains 96085 members 
Entering Unmasked Estep 
Score: -27206244.000000 Penalty: 6033.201660
	Iteration 124Q: 3 clusters Score -2.720624e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94993 members 
Mstep: Class 2 contains 96712 members 
Entering Unmasked Estep 
Score: -27206342.000000 Penalty: 6033.201660
	Iteration 125Q: 3 clusters Score -2.720634e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -27206424.000000 Penalty: 6033.201660
	Iteration 126Q: 3 clusters Score -2.720642e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 98064 members 
Entering Unmasked Estep 
Score: -27206450.000000 Penalty: 6033.201660
	Iteration 127Q: 3 clusters Score -2.720645e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 98711 members 
Entering Unmasked Estep 
Score: -27206500.000000 Penalty: 6033.201660
	Iteration 128Q: 3 clusters Score -2.72065e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92325 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -27206510.000000 Penalty: 6033.201660
	Iteration 129Q: 3 clusters Score -2.720651e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91643 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -27206510.000000 Penalty: 6033.201660
	Iteration 130Q: 3 clusters Score -2.720651e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 100756 members 
Entering Unmasked Estep 
Score: -27206572.000000 Penalty: 6033.201660
	Iteration 131Q: 3 clusters Score -2.720657e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90261 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -27206526.000000 Penalty: 6033.201660
	Iteration 132Q: 3 clusters Score -2.720653e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89572 members 
Mstep: Class 2 contains 102133 members 
Entering Unmasked Estep 
Score: -27206506.000000 Penalty: 6033.201660
	Iteration 133Q: 3 clusters Score -2.720651e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 102832 members 
Entering Unmasked Estep 
Score: -27206474.000000 Penalty: 6033.201660
	Iteration 134Q: 3 clusters Score -2.720647e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -27206458.000000 Penalty: 6033.201660
	Iteration 135Q: 3 clusters Score -2.720646e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 104217 members 
Entering Unmasked Estep 
Score: -27206390.000000 Penalty: 6033.201660
	Iteration 136Q: 3 clusters Score -2.720639e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 104857 members 
Entering Unmasked Estep 
Score: -27206294.000000 Penalty: 6033.201660
	Iteration 137Q: 3 clusters Score -2.720629e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 105417 members 
Entering Unmasked Estep 
Score: -27206268.000000 Penalty: 6033.201660
	Iteration 138Q: 3 clusters Score -2.720627e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 105947 members 
Entering Unmasked Estep 
Score: -27206224.000000 Penalty: 6033.201660
	Iteration 139Q: 3 clusters Score -2.720622e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 106472 members 
Entering Unmasked Estep 
Score: -27206188.000000 Penalty: 6033.201660
	Iteration 140F: 3 clusters Score -2.720619e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 106959 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.72061e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Mstep: Class 2 contains 107399 members 
Entering Unmasked Estep 
Score: -27206126.000000 Penalty: 6033.201660
	Iteration 142Q: 3 clusters Score -2.720613e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -27206070.000000 Penalty: 6033.201660
	Iteration 143Q: 3 clusters Score -2.720607e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -27205992.000000 Penalty: 6033.201660
	Iteration 144Q: 3 clusters Score -2.720599e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83283 members 
Mstep: Class 2 contains 108422 members 
Entering Unmasked Estep 
Score: -27206014.000000 Penalty: 6033.201660
	Iteration 145Q: 3 clusters Score -2.720601e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
Score: -27205948.000000 Penalty: 6033.201660
	Iteration 146Q: 3 clusters Score -2.720595e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 108924 members 
Entering Unmasked Estep 
Score: -27205970.000000 Penalty: 6033.201660
	Iteration 147Q: 3 clusters Score -2.720597e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -27206022.000000 Penalty: 6033.201660
	Iteration 148Q: 3 clusters Score -2.720602e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 109246 members 
Entering Unmasked Estep 
Score: -27205896.000000 Penalty: 6033.201660
	Iteration 149Q: 3 clusters Score -2.72059e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 109414 members 
Entering Unmasked Estep 
Score: -27205852.000000 Penalty: 6033.201660
	Iteration 150Q: 3 clusters Score -2.720585e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 109568 members 
Entering Unmasked Estep 
Score: -27205768.000000 Penalty: 6033.201660
	Iteration 151Q: 3 clusters Score -2.720577e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -27205740.000000 Penalty: 6033.201660
	Iteration 152Q: 3 clusters Score -2.720574e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 109802 members 
Entering Unmasked Estep 
Score: -27205682.000000 Penalty: 6033.201660
	Iteration 153Q: 3 clusters Score -2.720568e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 109880 members 
Entering Unmasked Estep 
Score: -27205648.000000 Penalty: 6033.201660
	Iteration 154Q: 3 clusters Score -2.720565e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 109950 members 
Entering Unmasked Estep 
Score: -27205640.000000 Penalty: 6033.201660
	Iteration 155Q: 3 clusters Score -2.720564e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 109993 members 
Entering Unmasked Estep 
Score: -27205624.000000 Penalty: 6033.201660
	Iteration 156Q: 3 clusters Score -2.720562e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81691 members 
Mstep: Class 2 contains 110014 members 
Entering Unmasked Estep 
Score: -27205632.000000 Penalty: 6033.201660
	Iteration 157Q: 3 clusters Score -2.720563e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
Score: -27205630.000000 Penalty: 6033.201660
	Iteration 158Q: 3 clusters Score -2.720563e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 110067 members 
Entering Unmasked Estep 
Score: -27205590.000000 Penalty: 6033.201660
	Iteration 159Q: 3 clusters Score -2.720559e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 110097 members 
Entering Unmasked Estep 
Score: -27205602.000000 Penalty: 6033.201660
	Iteration 160F: 3 clusters Score -2.72056e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 110122 members 
Entering Unmasked Estep 
Score: -27205620.000000 Penalty: 6033.201660
	Iteration 161Q: 3 clusters Score -2.720562e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 110176 members 
Entering Unmasked Estep 
Score: -27205592.000000 Penalty: 6033.201660
	Iteration 162Q: 3 clusters Score -2.720559e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -27205600.000000 Penalty: 6033.201660
	Iteration 163Q: 3 clusters Score -2.72056e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 110288 members 
Entering Unmasked Estep 
Score: -27205568.000000 Penalty: 6033.201660
	Iteration 164Q: 3 clusters Score -2.720557e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 110334 members 
Entering Unmasked Estep 
Score: -27205542.000000 Penalty: 6033.201660
	Iteration 165Q: 3 clusters Score -2.720554e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 110381 members 
Entering Unmasked Estep 
Score: -27205520.000000 Penalty: 6033.201660
	Iteration 166Q: 3 clusters Score -2.720552e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -27205480.000000 Penalty: 6033.201660
	Iteration 167Q: 3 clusters Score -2.720548e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 110450 members 
Entering Unmasked Estep 
Score: -27205436.000000 Penalty: 6033.201660
	Iteration 168Q: 3 clusters Score -2.720544e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 110472 members 
Entering Unmasked Estep 
Score: -27205444.000000 Penalty: 6033.201660
	Iteration 169Q: 3 clusters Score -2.720544e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 110473 members 
Entering Unmasked Estep 
Score: -27205422.000000 Penalty: 6033.201660
	Iteration 170Q: 3 clusters Score -2.720542e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 110480 members 
Entering Unmasked Estep 
Score: -27205378.000000 Penalty: 6033.201660
	Iteration 171Q: 3 clusters Score -2.720538e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 110487 members 
Entering Unmasked Estep 
Score: -27205384.000000 Penalty: 6033.201660
	Iteration 172Q: 3 clusters Score -2.720538e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 110495 members 
Entering Unmasked Estep 
Score: -27205406.000000 Penalty: 6033.201660
	Iteration 173Q: 3 clusters Score -2.720541e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 110489 members 
Entering Unmasked Estep 
Score: -27205334.000000 Penalty: 6033.201660
	Iteration 174Q: 3 clusters Score -2.720533e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 110474 members 
Entering Unmasked Estep 
Score: -27205340.000000 Penalty: 6033.201660
	Iteration 175Q: 3 clusters Score -2.720534e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -27205330.000000 Penalty: 6033.201660
	Iteration 176Q: 3 clusters Score -2.720533e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -27205374.000000 Penalty: 6033.201660
	Iteration 177Q: 3 clusters Score -2.720537e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -27205384.000000 Penalty: 6033.201660
	Iteration 178Q: 3 clusters Score -2.720538e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 110364 members 
Entering Unmasked Estep 
Score: -27205372.000000 Penalty: 6033.201660
	Iteration 179Q: 3 clusters Score -2.720537e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -27205308.000000 Penalty: 6033.201660
	Iteration 180F: 3 clusters Score -2.720531e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 110275 members 
Entering Unmasked Estep 
Score: -27205282.000000 Penalty: 6033.201660
	Iteration 181Q: 3 clusters Score -2.720528e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 110235 members 
Entering Unmasked Estep 
Score: -27205300.000000 Penalty: 6033.201660
	Iteration 182Q: 3 clusters Score -2.72053e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 110211 members 
Entering Unmasked Estep 
Score: -27205322.000000 Penalty: 6033.201660
	Iteration 183Q: 3 clusters Score -2.720532e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 110165 members 
Entering Unmasked Estep 
Score: -27205378.000000 Penalty: 6033.201660
	Iteration 184Q: 3 clusters Score -2.720538e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -27205362.000000 Penalty: 6033.201660
	Iteration 185Q: 3 clusters Score -2.720536e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 110061 members 
Entering Unmasked Estep 
Score: -27205352.000000 Penalty: 6033.201660
	Iteration 186Q: 3 clusters Score -2.720535e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -27205382.000000 Penalty: 6033.201660
	Iteration 187Q: 3 clusters Score -2.720538e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 109969 members 
Entering Unmasked Estep 
Score: -27205350.000000 Penalty: 6033.201660
	Iteration 188Q: 3 clusters Score -2.720535e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 109918 members 
Entering Unmasked Estep 
Score: -27205386.000000 Penalty: 6033.201660
	Iteration 189Q: 3 clusters Score -2.720539e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 109884 members 
Entering Unmasked Estep 
Score: -27205386.000000 Penalty: 6033.201660
	Iteration 190Q: 3 clusters Score -2.720539e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 109850 members 
Entering Unmasked Estep 
Score: -27205378.000000 Penalty: 6033.201660
	Iteration 191Q: 3 clusters Score -2.720538e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 109816 members 
Entering Unmasked Estep 
Score: -27205382.000000 Penalty: 6033.201660
	Iteration 192Q: 3 clusters Score -2.720538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 109787 members 
Entering Unmasked Estep 
Score: -27205406.000000 Penalty: 6033.201660
	Iteration 193Q: 3 clusters Score -2.720541e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 109756 members 
Entering Unmasked Estep 
Score: -27205414.000000 Penalty: 6033.201660
	Iteration 194Q: 3 clusters Score -2.720541e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 109732 members 
Entering Unmasked Estep 
Score: -27205416.000000 Penalty: 6033.201660
	Iteration 195Q: 3 clusters Score -2.720542e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81987 members 
Mstep: Class 2 contains 109718 members 
Entering Unmasked Estep 
Score: -27205402.000000 Penalty: 6033.201660
	Iteration 196Q: 3 clusters Score -2.72054e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 109716 members 
Entering Unmasked Estep 
Score: -27205388.000000 Penalty: 6033.201660
	Iteration 197Q: 3 clusters Score -2.720539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 109709 members 
Entering Unmasked Estep 
Score: -27205374.000000 Penalty: 6033.201660
	Iteration 198Q: 3 clusters Score -2.720537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 109706 members 
Entering Unmasked Estep 
Score: -27205360.000000 Penalty: 6033.201660
	Iteration 199Q: 3 clusters Score -2.720536e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -27205356.000000 Penalty: 6033.201660
	Iteration 200F: 3 clusters Score -2.720536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 109710 members 
Entering Unmasked Estep 
Score: -27205358.000000 Penalty: 6033.201660
	Iteration 201Q: 3 clusters Score -2.720536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 109713 members 
Entering Unmasked Estep 
Score: -27205370.000000 Penalty: 6033.201660
	Iteration 202Q: 3 clusters Score -2.720537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 109715 members 
Entering Unmasked Estep 
Score: -27205372.000000 Penalty: 6033.201660
	Iteration 203Q: 3 clusters Score -2.720537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -27205380.000000 Penalty: 6033.201660
	Iteration 204Q: 3 clusters Score -2.720538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 109699 members 
Entering Unmasked Estep 
Score: -27205386.000000 Penalty: 6033.201660
	Iteration 205Q: 3 clusters Score -2.720539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 109692 members 
Entering Unmasked Estep 
Score: -27205384.000000 Penalty: 6033.201660
	Iteration 206Q: 3 clusters Score -2.720538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 109685 members 
Entering Unmasked Estep 
Score: -27205368.000000 Penalty: 6033.201660
	Iteration 207Q: 3 clusters Score -2.720537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 109675 members 
Entering Unmasked Estep 
Score: -27205344.000000 Penalty: 6033.201660
	Iteration 208Q: 3 clusters Score -2.720534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 109666 members 
Entering Unmasked Estep 
Score: -27205356.000000 Penalty: 6033.201660
	Iteration 209Q: 3 clusters Score -2.720536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 109663 members 
Entering Unmasked Estep 
Score: -27205356.000000 Penalty: 6033.201660
	Iteration 210Q: 3 clusters Score -2.720536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 109657 members 
Entering Unmasked Estep 
Score: -27205376.000000 Penalty: 6033.201660
	Iteration 211Q: 3 clusters Score -2.720538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -27205372.000000 Penalty: 6033.201660
	Iteration 212Q: 3 clusters Score -2.720537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 109644 members 
Entering Unmasked Estep 
Score: -27205390.000000 Penalty: 6033.201660
	Iteration 213Q: 3 clusters Score -2.720539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 109637 members 
Entering Unmasked Estep 
Score: -27205416.000000 Penalty: 6033.201660
	Iteration 214Q: 3 clusters Score -2.720542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -27205402.000000 Penalty: 6033.201660
	Iteration 215Q: 3 clusters Score -2.72054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82080 members 
Mstep: Class 2 contains 109625 members 
Entering Unmasked Estep 
Score: -27205418.000000 Penalty: 6033.201660
	Iteration 216Q: 3 clusters Score -2.720542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -27205418.000000 Penalty: 6033.201660
	Iteration 217Q: 3 clusters Score -2.720542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 109611 members 
Entering Unmasked Estep 
Score: -27205426.000000 Penalty: 6033.201660
	Iteration 218Q: 3 clusters Score -2.720543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 109598 members 
Entering Unmasked Estep 
Score: -27205422.000000 Penalty: 6033.201660
	Iteration 219Q: 3 clusters Score -2.720542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 109582 members 
Entering Unmasked Estep 
Score: -27205438.000000 Penalty: 6033.201660
	Iteration 220F: 3 clusters Score -2.720544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 109572 members 
Entering Unmasked Estep 
Score: -27205436.000000 Penalty: 6033.201660
	Iteration 221Q: 3 clusters Score -2.720544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 109571 members 
Entering Unmasked Estep 
Score: -27205402.000000 Penalty: 6033.201660
	Iteration 222Q: 3 clusters Score -2.72054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 109569 members 
Entering Unmasked Estep 
Score: -27205414.000000 Penalty: 6033.201660
	Iteration 223Q: 3 clusters Score -2.720541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 109566 members 
Entering Unmasked Estep 
Score: -27205416.000000 Penalty: 6033.201660
	Iteration 224Q: 3 clusters Score -2.720542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82142 members 
Mstep: Class 2 contains 109563 members 
Entering Unmasked Estep 
Score: -27205408.000000 Penalty: 6033.201660
	Iteration 225Q: 3 clusters Score -2.720541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 109557 members 
Entering Unmasked Estep 
Score: -27205394.000000 Penalty: 6033.201660
	Iteration 226Q: 3 clusters Score -2.720539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 109552 members 
Entering Unmasked Estep 
Score: -27205388.000000 Penalty: 6033.201660
	Iteration 227Q: 3 clusters Score -2.720539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 109549 members 
Entering Unmasked Estep 
Score: -27205392.000000 Penalty: 6033.201660
	Iteration 228Q: 3 clusters Score -2.720539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -27205394.000000 Penalty: 6033.201660
	Iteration 229Q: 3 clusters Score -2.720539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 109542 members 
Entering Unmasked Estep 
Score: -27205392.000000 Penalty: 6033.201660
	Iteration 230Q: 3 clusters Score -2.720539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 109538 members 
Entering Unmasked Estep 
Score: -27205400.000000 Penalty: 6033.201660
	Iteration 231Q: 3 clusters Score -2.72054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 109535 members 
Entering Unmasked Estep 
Score: -27205402.000000 Penalty: 6033.201660
	Iteration 232Q: 3 clusters Score -2.72054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 109536 members 
Entering Unmasked Estep 
Score: -27205398.000000 Penalty: 6033.201660
	Iteration 233Q: 3 clusters Score -2.72054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 109536 members 
Entering Unmasked Estep 
Score: -27205398.000000 Penalty: 6033.201660
	Iteration 234F: 3 clusters Score -2.72054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 109536 members 
Mstep: Class 4 contains 166990 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 82169 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37989 members 
Mstep: Class 12 contains 133857 members 
Mstep: Class 13 contains 31459 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39432 members 
Mstep: Class 16 contains 112960 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 33645 members 
Mstep: Class 19 contains 155917 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
Score: -147097760.000000 Penalty: 72245.875000
Splitting cluster 8 changes total score from -147095920.000000 to -147097760.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -74522.226562 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -74522.23 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 300 members 
Entering Unmasked Estep 
Score: -72950.679688 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -72950.68 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73174.890625 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -73174.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -73277.195312 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -73277.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73358.031250 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -73358.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -73403.289062 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -73403.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73441.132812 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -73441.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -73498.023438 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -73498.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73525.992188 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -73525.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73551.984375 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -73551.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73565.515625 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -73565.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -73588.437500 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -73588.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73598.023438 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -73598.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -73626.523438 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -73626.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -73646.617188 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -73646.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -73658.453125 Penalty: 3169.559326
	Iteration 14Q: 3 clusters Score -73658.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -73664.843750 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -73664.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -73670.343750 Penalty: 3169.559326
	Iteration 16Q: 3 clusters Score -73670.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -73670.343750 Penalty: 3169.559326
	Iteration 17F: 3 clusters Score -73670.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -154716.718750 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -154716.7 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 562 members 
Entering Unmasked Estep 
Score: -152704.062500 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -152704.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153004.000000 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -153004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -153109.921875 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -153109.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -153153.437500 Penalty: 3478.455811
	Iteration 3Q: 3 clusters Score -153153.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -153174.515625 Penalty: 3478.455811
	Iteration 4Q: 3 clusters Score -153174.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153203.062500 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -153203.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -153224.593750 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -153224.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -153237.328125 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -153237.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -153249.875000 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -153249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -153258.906250 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -153258.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153261.796875 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -153261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -153262.312500 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -153262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -153263.187500 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -153263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -153263.500000 Penalty: 3478.455811
	Iteration 13Q: 3 clusters Score -153263.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -153264.203125 Penalty: 3478.455811
	Iteration 14Q: 3 clusters Score -153264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -153264.203125 Penalty: 3478.455811
	Iteration 15F: 3 clusters Score -153264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Entering Unmasked Estep 
Score: -5428220.500000 Penalty: 2615.172852
	Iteration 0F: 2 clusters Score -5428220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -5402391.500000 Penalty: 5230.345703
	Iteration 0F: 3 clusters Score -5402392 nChanged 17386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5411967.000000 Penalty: 5230.345703
	Iteration 1F: 3 clusters Score -5411967 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -5412551.500000 Penalty: 5230.345703
	Iteration 2Q: 3 clusters Score -5412552 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -5413180.000000 Penalty: 5230.345703
	Iteration 3Q: 3 clusters Score -5413180 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -5413883.500000 Penalty: 5230.345703
	Iteration 4Q: 3 clusters Score -5413884 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -5414777.000000 Penalty: 5230.345703
	Iteration 5Q: 3 clusters Score -5414777 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -5415924.000000 Penalty: 5230.345703
	Iteration 6F: 3 clusters Score -5415924 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -5417521.000000 Penalty: 5230.345703
	Iteration 7F: 3 clusters Score -5417521 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -5419532.000000 Penalty: 5230.345703
	Iteration 8F: 3 clusters Score -5419532 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -5421482.500000 Penalty: 5230.345703
	Iteration 9F: 3 clusters Score -5421482 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -5422679.000000 Penalty: 5230.345703
	Iteration 10Q: 3 clusters Score -5422679 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -5423243.000000 Penalty: 5230.345703
	Iteration 11Q: 3 clusters Score -5423243 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -5423560.500000 Penalty: 5230.345703
	Iteration 12Q: 3 clusters Score -5423560 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -5423758.500000 Penalty: 5230.345703
	Iteration 13Q: 3 clusters Score -5423758 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -5423947.000000 Penalty: 5230.345703
	Iteration 14Q: 3 clusters Score -5423947 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -5424074.000000 Penalty: 5230.345703
	Iteration 15Q: 3 clusters Score -5424074 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -5424191.500000 Penalty: 5230.345703
	Iteration 16Q: 3 clusters Score -5424192 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -5424330.000000 Penalty: 5230.345703
	Iteration 17Q: 3 clusters Score -5424330 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -5424443.000000 Penalty: 5230.345703
	Iteration 18Q: 3 clusters Score -5424443 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -5424533.000000 Penalty: 5230.345703
	Iteration 19Q: 3 clusters Score -5424533 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -5424616.000000 Penalty: 5230.345703
	Iteration 20F: 3 clusters Score -5424616 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -5424704.500000 Penalty: 5230.345703
	Iteration 21Q: 3 clusters Score -5424704 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -5424795.500000 Penalty: 5230.345703
	Iteration 22Q: 3 clusters Score -5424796 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -5424883.500000 Penalty: 5230.345703
	Iteration 23Q: 3 clusters Score -5424884 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -5424991.500000 Penalty: 5230.345703
	Iteration 24Q: 3 clusters Score -5424992 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -5425098.000000 Penalty: 5230.345703
	Iteration 25Q: 3 clusters Score -5425098 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -5425206.500000 Penalty: 5230.345703
	Iteration 26Q: 3 clusters Score -5425206 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -5425291.500000 Penalty: 5230.345703
	Iteration 27Q: 3 clusters Score -5425292 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -5425383.500000 Penalty: 5230.345703
	Iteration 28Q: 3 clusters Score -5425384 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -5425449.000000 Penalty: 5230.345703
	Iteration 29Q: 3 clusters Score -5425449 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -5425510.000000 Penalty: 5230.345703
	Iteration 30Q: 3 clusters Score -5425510 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -5425558.000000 Penalty: 5230.345703
	Iteration 31Q: 3 clusters Score -5425558 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -5425607.000000 Penalty: 5230.345703
	Iteration 32Q: 3 clusters Score -5425607 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -5425630.500000 Penalty: 5230.345703
	Iteration 33Q: 3 clusters Score -5425630 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -5425658.000000 Penalty: 5230.345703
	Iteration 34Q: 3 clusters Score -5425658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -5425667.500000 Penalty: 5230.345703
	Iteration 35Q: 3 clusters Score -5425668 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -5425707.000000 Penalty: 5230.345703
	Iteration 36Q: 3 clusters Score -5425707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -5425713.000000 Penalty: 5230.345703
	Iteration 37Q: 3 clusters Score -5425713 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -5425721.500000 Penalty: 5230.345703
	Iteration 38Q: 3 clusters Score -5425722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -5425743.000000 Penalty: 5230.345703
	Iteration 39Q: 3 clusters Score -5425743 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -5425762.000000 Penalty: 5230.345703
	Iteration 40F: 3 clusters Score -5425762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -5425778.000000 Penalty: 5230.345703
	Iteration 41Q: 3 clusters Score -5425778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -5425813.000000 Penalty: 5230.345703
	Iteration 42Q: 3 clusters Score -5425813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -5425819.500000 Penalty: 5230.345703
	Iteration 43Q: 3 clusters Score -5425820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -5425828.000000 Penalty: 5230.345703
	Iteration 44Q: 3 clusters Score -5425828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -5425854.500000 Penalty: 5230.345703
	Iteration 45Q: 3 clusters Score -5425854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -5425853.000000 Penalty: 5230.345703
	Iteration 46Q: 3 clusters Score -5425853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -5425864.500000 Penalty: 5230.345703
	Iteration 47Q: 3 clusters Score -5425864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -5425877.000000 Penalty: 5230.345703
	Iteration 48Q: 3 clusters Score -5425877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -5425873.500000 Penalty: 5230.345703
	Iteration 49Q: 3 clusters Score -5425874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -5425876.000000 Penalty: 5230.345703
	Iteration 50Q: 3 clusters Score -5425876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -5425884.000000 Penalty: 5230.345703
	Iteration 51Q: 3 clusters Score -5425884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -5425891.000000 Penalty: 5230.345703
	Iteration 52Q: 3 clusters Score -5425891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -5425894.500000 Penalty: 5230.345703
	Iteration 53Q: 3 clusters Score -5425894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5425894.000000 Penalty: 5230.345703
	Iteration 54Q: 3 clusters Score -5425894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -5425904.500000 Penalty: 5230.345703
	Iteration 55Q: 3 clusters Score -5425904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -5425912.000000 Penalty: 5230.345703
	Iteration 56Q: 3 clusters Score -5425912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -5425919.500000 Penalty: 5230.345703
	Iteration 57Q: 3 clusters Score -5425920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -5425925.000000 Penalty: 5230.345703
	Iteration 58Q: 3 clusters Score -5425925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -5425939.000000 Penalty: 5230.345703
	Iteration 59Q: 3 clusters Score -5425939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -5425942.000000 Penalty: 5230.345703
	Iteration 60F: 3 clusters Score -5425942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -5425944.500000 Penalty: 5230.345703
	Iteration 61Q: 3 clusters Score -5425944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -5425945.500000 Penalty: 5230.345703
	Iteration 62Q: 3 clusters Score -5425946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5425945.500000 Penalty: 5230.345703
	Iteration 63Q: 3 clusters Score -5425946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -5425946.000000 Penalty: 5230.345703
	Iteration 64Q: 3 clusters Score -5425946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -5425951.500000 Penalty: 5230.345703
	Iteration 65Q: 3 clusters Score -5425952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -5425954.500000 Penalty: 5230.345703
	Iteration 66Q: 3 clusters Score -5425954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -5425954.000000 Penalty: 5230.345703
	Iteration 67Q: 3 clusters Score -5425954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -5425963.000000 Penalty: 5230.345703
	Iteration 68Q: 3 clusters Score -5425963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -5425971.500000 Penalty: 5230.345703
	Iteration 69Q: 3 clusters Score -5425972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -5425985.500000 Penalty: 5230.345703
	Iteration 70Q: 3 clusters Score -5425986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -5425985.000000 Penalty: 5230.345703
	Iteration 71Q: 3 clusters Score -5425985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -5425977.500000 Penalty: 5230.345703
	Iteration 72Q: 3 clusters Score -5425978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -5425982.000000 Penalty: 5230.345703
	Iteration 73Q: 3 clusters Score -5425982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -5425992.500000 Penalty: 5230.345703
	Iteration 74Q: 3 clusters Score -5425992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -5425987.000000 Penalty: 5230.345703
	Iteration 75Q: 3 clusters Score -5425987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -5425996.000000 Penalty: 5230.345703
	Iteration 76Q: 3 clusters Score -5425996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -5425995.500000 Penalty: 5230.345703
	Iteration 77Q: 3 clusters Score -5425996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -5425996.000000 Penalty: 5230.345703
	Iteration 78Q: 3 clusters Score -5425996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -5425998.500000 Penalty: 5230.345703
	Iteration 79Q: 3 clusters Score -5425998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -5425997.500000 Penalty: 5230.345703
	Iteration 80F: 3 clusters Score -5425998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (133857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133857 members 
Entering Unmasked Estep 
Score: -18980444.000000 Penalty: 2927.522705
	Iteration 0F: 2 clusters Score -1.898044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -18892400.000000 Penalty: 5855.045410
	Iteration 0F: 3 clusters Score -1.88924e+07 nChanged 63929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -18929878.000000 Penalty: 5855.045410
	Iteration 1F: 3 clusters Score -1.892988e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -18931056.000000 Penalty: 5855.045410
	Iteration 2Q: 3 clusters Score -1.893106e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -18932920.000000 Penalty: 5855.045410
	Iteration 3Q: 3 clusters Score -1.893292e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -18935706.000000 Penalty: 5855.045410
	Iteration 4Q: 3 clusters Score -1.893571e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -18939818.000000 Penalty: 5855.045410
	Iteration 5F: 3 clusters Score -1.893982e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -18945658.000000 Penalty: 5855.045410
	Iteration 6F: 3 clusters Score -1.894566e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 99892 members 
Entering Unmasked Estep 
Score: -18952382.000000 Penalty: 5855.045410
	Iteration 7F: 3 clusters Score -1.895238e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -18958480.000000 Penalty: 5855.045410
	Iteration 8F: 3 clusters Score -1.895848e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -18962802.000000 Penalty: 5855.045410
	Iteration 9Q: 3 clusters Score -1.89628e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 114213 members 
Entering Unmasked Estep 
Score: -18965700.000000 Penalty: 5855.045410
	Iteration 10Q: 3 clusters Score -1.89657e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 116869 members 
Entering Unmasked Estep 
Score: -18967610.000000 Penalty: 5855.045410
	Iteration 11Q: 3 clusters Score -1.896761e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 119121 members 
Entering Unmasked Estep 
Score: -18969018.000000 Penalty: 5855.045410
	Iteration 12Q: 3 clusters Score -1.896902e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 121162 members 
Entering Unmasked Estep 
Score: -18970186.000000 Penalty: 5855.045410
	Iteration 13Q: 3 clusters Score -1.897019e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 122986 members 
Entering Unmasked Estep 
Score: -18971212.000000 Penalty: 5855.045410
	Iteration 14Q: 3 clusters Score -1.897121e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 124708 members 
Entering Unmasked Estep 
Score: -18972296.000000 Penalty: 5855.045410
	Iteration 15Q: 3 clusters Score -1.89723e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 126231 members 
Entering Unmasked Estep 
Score: -18973292.000000 Penalty: 5855.045410
	Iteration 16Q: 3 clusters Score -1.897329e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 127601 members 
Entering Unmasked Estep 
Score: -18974160.000000 Penalty: 5855.045410
	Iteration 17Q: 3 clusters Score -1.897416e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 128758 members 
Entering Unmasked Estep 
Score: -18974888.000000 Penalty: 5855.045410
	Iteration 18Q: 3 clusters Score -1.897489e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 129714 members 
Entering Unmasked Estep 
Score: -18975524.000000 Penalty: 5855.045410
	Iteration 19Q: 3 clusters Score -1.897552e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 130494 members 
Entering Unmasked Estep 
Score: -18976062.000000 Penalty: 5855.045410
	Iteration 20F: 3 clusters Score -1.897606e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 131102 members 
Entering Unmasked Estep 
Score: -18976484.000000 Penalty: 5855.045410
	Iteration 21Q: 3 clusters Score -1.897648e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 131568 members 
Entering Unmasked Estep 
Score: -18976838.000000 Penalty: 5855.045410
	Iteration 22Q: 3 clusters Score -1.897684e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 131910 members 
Entering Unmasked Estep 
Score: -18977098.000000 Penalty: 5855.045410
	Iteration 23Q: 3 clusters Score -1.89771e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 132153 members 
Entering Unmasked Estep 
Score: -18977232.000000 Penalty: 5855.045410
	Iteration 24Q: 3 clusters Score -1.897723e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 132332 members 
Entering Unmasked Estep 
Score: -18977388.000000 Penalty: 5855.045410
	Iteration 25Q: 3 clusters Score -1.897739e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 132484 members 
Entering Unmasked Estep 
Score: -18977532.000000 Penalty: 5855.045410
	Iteration 26Q: 3 clusters Score -1.897753e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 132601 members 
Entering Unmasked Estep 
Score: -18977630.000000 Penalty: 5855.045410
	Iteration 27Q: 3 clusters Score -1.897763e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 132683 members 
Entering Unmasked Estep 
Score: -18977684.000000 Penalty: 5855.045410
	Iteration 28Q: 3 clusters Score -1.897768e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 132770 members 
Entering Unmasked Estep 
Score: -18977734.000000 Penalty: 5855.045410
	Iteration 29Q: 3 clusters Score -1.897773e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 132842 members 
Entering Unmasked Estep 
Score: -18977800.000000 Penalty: 5855.045410
	Iteration 30Q: 3 clusters Score -1.89778e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 132889 members 
Entering Unmasked Estep 
Score: -18977844.000000 Penalty: 5855.045410
	Iteration 31Q: 3 clusters Score -1.897784e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 132921 members 
Entering Unmasked Estep 
Score: -18977862.000000 Penalty: 5855.045410
	Iteration 32Q: 3 clusters Score -1.897786e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 132953 members 
Entering Unmasked Estep 
Score: -18977870.000000 Penalty: 5855.045410
	Iteration 33Q: 3 clusters Score -1.897787e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 132976 members 
Entering Unmasked Estep 
Score: -18977874.000000 Penalty: 5855.045410
	Iteration 34Q: 3 clusters Score -1.897787e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 132994 members 
Entering Unmasked Estep 
Score: -18977898.000000 Penalty: 5855.045410
	Iteration 35Q: 3 clusters Score -1.89779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 133009 members 
Entering Unmasked Estep 
Score: -18977892.000000 Penalty: 5855.045410
	Iteration 36Q: 3 clusters Score -1.897789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 133019 members 
Entering Unmasked Estep 
Score: -18977912.000000 Penalty: 5855.045410
	Iteration 37Q: 3 clusters Score -1.897791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 133025 members 
Entering Unmasked Estep 
Score: -18977916.000000 Penalty: 5855.045410
	Iteration 38Q: 3 clusters Score -1.897792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 133030 members 
Entering Unmasked Estep 
Score: -18977918.000000 Penalty: 5855.045410
	Iteration 39Q: 3 clusters Score -1.897792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 133034 members 
Entering Unmasked Estep 
Score: -18977918.000000 Penalty: 5855.045410
	Iteration 40F: 3 clusters Score -1.897792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -18977904.000000 Penalty: 5855.045410
	Iteration 41Q: 3 clusters Score -1.89779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 133048 members 
Entering Unmasked Estep 
Score: -18977908.000000 Penalty: 5855.045410
	Iteration 42Q: 3 clusters Score -1.897791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 133053 members 
Entering Unmasked Estep 
Score: -18977916.000000 Penalty: 5855.045410
	Iteration 43Q: 3 clusters Score -1.897792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 133059 members 
Entering Unmasked Estep 
Score: -18977930.000000 Penalty: 5855.045410
	Iteration 44Q: 3 clusters Score -1.897793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 133064 members 
Entering Unmasked Estep 
Score: -18977946.000000 Penalty: 5855.045410
	Iteration 45Q: 3 clusters Score -1.897795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 133066 members 
Entering Unmasked Estep 
Score: -18977936.000000 Penalty: 5855.045410
	Iteration 46Q: 3 clusters Score -1.897794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 133068 members 
Entering Unmasked Estep 
Score: -18977938.000000 Penalty: 5855.045410
	Iteration 47Q: 3 clusters Score -1.897794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 133069 members 
Entering Unmasked Estep 
Score: -18977934.000000 Penalty: 5855.045410
	Iteration 48Q: 3 clusters Score -1.897793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 133072 members 
Entering Unmasked Estep 
Score: -18977938.000000 Penalty: 5855.045410
	Iteration 49Q: 3 clusters Score -1.897794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 133074 members 
Entering Unmasked Estep 
Score: -18977938.000000 Penalty: 5855.045410
	Iteration 50Q: 3 clusters Score -1.897794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 133072 members 
Entering Unmasked Estep 
Score: -18977944.000000 Penalty: 5855.045410
	Iteration 51Q: 3 clusters Score -1.897794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 133074 members 
Entering Unmasked Estep 
Score: -18977940.000000 Penalty: 5855.045410
	Iteration 52Q: 3 clusters Score -1.897794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 133075 members 
Entering Unmasked Estep 
Score: -18977946.000000 Penalty: 5855.045410
	Iteration 53Q: 3 clusters Score -1.897795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 133075 members 
Entering Unmasked Estep 
Score: -18977950.000000 Penalty: 5855.045410
	Iteration 54Q: 3 clusters Score -1.897795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 133074 members 
Entering Unmasked Estep 
Score: -18977950.000000 Penalty: 5855.045410
	Iteration 55Q: 3 clusters Score -1.897795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 133074 members 
Entering Unmasked Estep 
Score: -18977950.000000 Penalty: 5855.045410
	Iteration 56F: 3 clusters Score -1.897795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Entering Unmasked Estep 
Score: -4480870.000000 Penalty: 2568.397217
	Iteration 0F: 2 clusters Score -4480870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -4459356.000000 Penalty: 5136.794434
	Iteration 0F: 3 clusters Score -4459356 nChanged 14179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -4466949.500000 Penalty: 5136.794434
	Iteration 1F: 3 clusters Score -4466950 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4467362.000000 Penalty: 5136.794434
	Iteration 2Q: 3 clusters Score -4467362 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -4467730.000000 Penalty: 5136.794434
	Iteration 3Q: 3 clusters Score -4467730 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -4468031.500000 Penalty: 5136.794434
	Iteration 4Q: 3 clusters Score -4468032 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4468370.000000 Penalty: 5136.794434
	Iteration 5Q: 3 clusters Score -4468370 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4468754.000000 Penalty: 5136.794434
	Iteration 6Q: 3 clusters Score -4468754 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -4469298.500000 Penalty: 5136.794434
	Iteration 7Q: 3 clusters Score -4469298 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -4470140.000000 Penalty: 5136.794434
	Iteration 8Q: 3 clusters Score -4470140 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4471288.000000 Penalty: 5136.794434
	Iteration 9F: 3 clusters Score -4471288 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -4472768.500000 Penalty: 5136.794434
	Iteration 10F: 3 clusters Score -4472768 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -4474537.500000 Penalty: 5136.794434
	Iteration 11F: 3 clusters Score -4474538 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -4476197.000000 Penalty: 5136.794434
	Iteration 12F: 3 clusters Score -4476197 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4477426.500000 Penalty: 5136.794434
	Iteration 13Q: 3 clusters Score -4477426 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4478176.000000 Penalty: 5136.794434
	Iteration 14Q: 3 clusters Score -4478176 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4478610.000000 Penalty: 5136.794434
	Iteration 15Q: 3 clusters Score -4478610 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4478826.000000 Penalty: 5136.794434
	Iteration 16Q: 3 clusters Score -4478826 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4478949.500000 Penalty: 5136.794434
	Iteration 17Q: 3 clusters Score -4478950 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4479017.500000 Penalty: 5136.794434
	Iteration 18Q: 3 clusters Score -4479018 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4479085.000000 Penalty: 5136.794434
	Iteration 19Q: 3 clusters Score -4479085 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4479143.500000 Penalty: 5136.794434
	Iteration 20F: 3 clusters Score -4479144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4479171.000000 Penalty: 5136.794434
	Iteration 21Q: 3 clusters Score -4479171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4479200.500000 Penalty: 5136.794434
	Iteration 22Q: 3 clusters Score -4479200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4479244.500000 Penalty: 5136.794434
	Iteration 23Q: 3 clusters Score -4479244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4479261.500000 Penalty: 5136.794434
	Iteration 24Q: 3 clusters Score -4479262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4479283.000000 Penalty: 5136.794434
	Iteration 25Q: 3 clusters Score -4479283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4479310.000000 Penalty: 5136.794434
	Iteration 26Q: 3 clusters Score -4479310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4479322.000000 Penalty: 5136.794434
	Iteration 27Q: 3 clusters Score -4479322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4479329.000000 Penalty: 5136.794434
	Iteration 28Q: 3 clusters Score -4479329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4479328.000000 Penalty: 5136.794434
	Iteration 29Q: 3 clusters Score -4479328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4479335.000000 Penalty: 5136.794434
	Iteration 30Q: 3 clusters Score -4479335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4479342.000000 Penalty: 5136.794434
	Iteration 31Q: 3 clusters Score -4479342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4479343.000000 Penalty: 5136.794434
	Iteration 32Q: 3 clusters Score -4479343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4479344.500000 Penalty: 5136.794434
	Iteration 33Q: 3 clusters Score -4479344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4479349.000000 Penalty: 5136.794434
	Iteration 34Q: 3 clusters Score -4479349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4479355.500000 Penalty: 5136.794434
	Iteration 35Q: 3 clusters Score -4479356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4479348.000000 Penalty: 5136.794434
	Iteration 36Q: 3 clusters Score -4479348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4479350.000000 Penalty: 5136.794434
	Iteration 37Q: 3 clusters Score -4479350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4479352.500000 Penalty: 5136.794434
	Iteration 38Q: 3 clusters Score -4479352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4479351.000000 Penalty: 5136.794434
	Iteration 39Q: 3 clusters Score -4479351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4479350.500000 Penalty: 5136.794434
	Iteration 40F: 3 clusters Score -4479350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4479350.500000 Penalty: 5136.794434
	Iteration 41Q: 3 clusters Score -4479350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4479351.000000 Penalty: 5136.794434
	Iteration 42Q: 3 clusters Score -4479351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4479351.000000 Penalty: 5136.794434
	Iteration 43F: 3 clusters Score -4479351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -27915.228516 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -27915.23 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 118 members 
Entering Unmasked Estep 
Score: -26716.818359 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -26716.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26797.097656 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -26797.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26830.697266 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -26830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26845.968750 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -26845.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26881.480469 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -26881.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26890.908203 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -26890.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26894.517578 Penalty: 2710.060547
	Iteration 6Q: 3 clusters Score -26894.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26894.517578 Penalty: 2710.060547
	Iteration 7F: 3 clusters Score -26894.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Entering Unmasked Estep 
Score: -5635552.000000 Penalty: 2624.418457
	Iteration 0F: 2 clusters Score -5635552 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 19714 members 
Entering Unmasked Estep 
Score: -5608796.000000 Penalty: 5248.836914
	Iteration 0F: 3 clusters Score -5608796 nChanged 18102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -5618491.500000 Penalty: 5248.836914
	Iteration 1F: 3 clusters Score -5618492 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -5618968.500000 Penalty: 5248.836914
	Iteration 2Q: 3 clusters Score -5618968 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -5619437.000000 Penalty: 5248.836914
	Iteration 3Q: 3 clusters Score -5619437 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -5619917.500000 Penalty: 5248.836914
	Iteration 4Q: 3 clusters Score -5619918 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -5620433.500000 Penalty: 5248.836914
	Iteration 5Q: 3 clusters Score -5620434 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -5621058.000000 Penalty: 5248.836914
	Iteration 6Q: 3 clusters Score -5621058 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -5621970.500000 Penalty: 5248.836914
	Iteration 7Q: 3 clusters Score -5621970 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -5623196.000000 Penalty: 5248.836914
	Iteration 8F: 3 clusters Score -5623196 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -5624643.000000 Penalty: 5248.836914
	Iteration 9F: 3 clusters Score -5624643 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -5626327.500000 Penalty: 5248.836914
	Iteration 10F: 3 clusters Score -5626328 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -5627757.000000 Penalty: 5248.836914
	Iteration 11F: 3 clusters Score -5627757 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -5628536.000000 Penalty: 5248.836914
	Iteration 12Q: 3 clusters Score -5628536 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -5628938.000000 Penalty: 5248.836914
	Iteration 13Q: 3 clusters Score -5628938 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -5629168.500000 Penalty: 5248.836914
	Iteration 14Q: 3 clusters Score -5629168 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -5629348.500000 Penalty: 5248.836914
	Iteration 15Q: 3 clusters Score -5629348 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -5629483.000000 Penalty: 5248.836914
	Iteration 16Q: 3 clusters Score -5629483 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -5629622.500000 Penalty: 5248.836914
	Iteration 17Q: 3 clusters Score -5629622 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -5629783.000000 Penalty: 5248.836914
	Iteration 18Q: 3 clusters Score -5629783 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -5629940.500000 Penalty: 5248.836914
	Iteration 19Q: 3 clusters Score -5629940 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -5630114.500000 Penalty: 5248.836914
	Iteration 20F: 3 clusters Score -5630114 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -5630263.000000 Penalty: 5248.836914
	Iteration 21Q: 3 clusters Score -5630263 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -5630431.500000 Penalty: 5248.836914
	Iteration 22Q: 3 clusters Score -5630432 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -5630649.000000 Penalty: 5248.836914
	Iteration 23Q: 3 clusters Score -5630649 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -5630842.000000 Penalty: 5248.836914
	Iteration 24Q: 3 clusters Score -5630842 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -5631028.500000 Penalty: 5248.836914
	Iteration 25Q: 3 clusters Score -5631028 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -5631217.500000 Penalty: 5248.836914
	Iteration 26Q: 3 clusters Score -5631218 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -5631374.000000 Penalty: 5248.836914
	Iteration 27Q: 3 clusters Score -5631374 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -5631516.500000 Penalty: 5248.836914
	Iteration 28Q: 3 clusters Score -5631516 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -5631595.500000 Penalty: 5248.836914
	Iteration 29Q: 3 clusters Score -5631596 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -5631692.000000 Penalty: 5248.836914
	Iteration 30Q: 3 clusters Score -5631692 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -5631816.000000 Penalty: 5248.836914
	Iteration 31Q: 3 clusters Score -5631816 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -5631911.000000 Penalty: 5248.836914
	Iteration 32Q: 3 clusters Score -5631911 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -5632021.500000 Penalty: 5248.836914
	Iteration 33Q: 3 clusters Score -5632022 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -5632107.000000 Penalty: 5248.836914
	Iteration 34Q: 3 clusters Score -5632107 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -5632209.000000 Penalty: 5248.836914
	Iteration 35Q: 3 clusters Score -5632209 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -5632306.000000 Penalty: 5248.836914
	Iteration 36Q: 3 clusters Score -5632306 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5632372.500000 Penalty: 5248.836914
	Iteration 37Q: 3 clusters Score -5632372 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -5632449.000000 Penalty: 5248.836914
	Iteration 38Q: 3 clusters Score -5632449 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -5632506.500000 Penalty: 5248.836914
	Iteration 39Q: 3 clusters Score -5632506 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5632587.000000 Penalty: 5248.836914
	Iteration 40F: 3 clusters Score -5632587 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5632645.000000 Penalty: 5248.836914
	Iteration 41Q: 3 clusters Score -5632645 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5632693.500000 Penalty: 5248.836914
	Iteration 42Q: 3 clusters Score -5632694 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5632749.000000 Penalty: 5248.836914
	Iteration 43Q: 3 clusters Score -5632749 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5632762.000000 Penalty: 5248.836914
	Iteration 44Q: 3 clusters Score -5632762 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5632806.000000 Penalty: 5248.836914
	Iteration 45Q: 3 clusters Score -5632806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5632834.000000 Penalty: 5248.836914
	Iteration 46Q: 3 clusters Score -5632834 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5632851.500000 Penalty: 5248.836914
	Iteration 47Q: 3 clusters Score -5632852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -5632866.500000 Penalty: 5248.836914
	Iteration 48Q: 3 clusters Score -5632866 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5632894.000000 Penalty: 5248.836914
	Iteration 49Q: 3 clusters Score -5632894 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5632922.000000 Penalty: 5248.836914
	Iteration 50Q: 3 clusters Score -5632922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5632940.000000 Penalty: 5248.836914
	Iteration 51Q: 3 clusters Score -5632940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5632963.500000 Penalty: 5248.836914
	Iteration 52Q: 3 clusters Score -5632964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5632976.000000 Penalty: 5248.836914
	Iteration 53Q: 3 clusters Score -5632976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5632988.000000 Penalty: 5248.836914
	Iteration 54Q: 3 clusters Score -5632988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5632998.500000 Penalty: 5248.836914
	Iteration 55Q: 3 clusters Score -5632998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5632996.000000 Penalty: 5248.836914
	Iteration 56Q: 3 clusters Score -5632996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5633009.500000 Penalty: 5248.836914
	Iteration 57Q: 3 clusters Score -5633010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5633010.000000 Penalty: 5248.836914
	Iteration 58Q: 3 clusters Score -5633010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5633024.000000 Penalty: 5248.836914
	Iteration 59Q: 3 clusters Score -5633024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5633037.000000 Penalty: 5248.836914
	Iteration 60F: 3 clusters Score -5633037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5633052.000000 Penalty: 5248.836914
	Iteration 61Q: 3 clusters Score -5633052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5633060.000000 Penalty: 5248.836914
	Iteration 62Q: 3 clusters Score -5633060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5633068.500000 Penalty: 5248.836914
	Iteration 63Q: 3 clusters Score -5633068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5633074.000000 Penalty: 5248.836914
	Iteration 64Q: 3 clusters Score -5633074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5633085.000000 Penalty: 5248.836914
	Iteration 65Q: 3 clusters Score -5633085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5633087.000000 Penalty: 5248.836914
	Iteration 66Q: 3 clusters Score -5633087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5633097.000000 Penalty: 5248.836914
	Iteration 67Q: 3 clusters Score -5633097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5633107.500000 Penalty: 5248.836914
	Iteration 68Q: 3 clusters Score -5633108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5633122.000000 Penalty: 5248.836914
	Iteration 69Q: 3 clusters Score -5633122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5633122.500000 Penalty: 5248.836914
	Iteration 70Q: 3 clusters Score -5633122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5633126.000000 Penalty: 5248.836914
	Iteration 71Q: 3 clusters Score -5633126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5633127.500000 Penalty: 5248.836914
	Iteration 72Q: 3 clusters Score -5633128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5633130.000000 Penalty: 5248.836914
	Iteration 73Q: 3 clusters Score -5633130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5633122.500000 Penalty: 5248.836914
	Iteration 74Q: 3 clusters Score -5633122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5633124.500000 Penalty: 5248.836914
	Iteration 75Q: 3 clusters Score -5633124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5633130.500000 Penalty: 5248.836914
	Iteration 76Q: 3 clusters Score -5633130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5633139.500000 Penalty: 5248.836914
	Iteration 77Q: 3 clusters Score -5633140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5633139.000000 Penalty: 5248.836914
	Iteration 78Q: 3 clusters Score -5633139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5633150.000000 Penalty: 5248.836914
	Iteration 79Q: 3 clusters Score -5633150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5633149.500000 Penalty: 5248.836914
	Iteration 80F: 3 clusters Score -5633150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5633152.500000 Penalty: 5248.836914
	Iteration 81Q: 3 clusters Score -5633152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5633157.000000 Penalty: 5248.836914
	Iteration 82Q: 3 clusters Score -5633157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5633158.000000 Penalty: 5248.836914
	Iteration 83Q: 3 clusters Score -5633158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5633164.500000 Penalty: 5248.836914
	Iteration 84Q: 3 clusters Score -5633164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5633172.000000 Penalty: 5248.836914
	Iteration 85Q: 3 clusters Score -5633172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5633172.000000 Penalty: 5248.836914
	Iteration 86Q: 3 clusters Score -5633172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5633164.500000 Penalty: 5248.836914
	Iteration 87Q: 3 clusters Score -5633164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5633174.000000 Penalty: 5248.836914
	Iteration 88Q: 3 clusters Score -5633174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5633179.500000 Penalty: 5248.836914
	Iteration 89Q: 3 clusters Score -5633180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5633183.500000 Penalty: 5248.836914
	Iteration 90Q: 3 clusters Score -5633184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5633187.000000 Penalty: 5248.836914
	Iteration 91Q: 3 clusters Score -5633187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5633192.500000 Penalty: 5248.836914
	Iteration 92Q: 3 clusters Score -5633192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5633193.000000 Penalty: 5248.836914
	Iteration 93Q: 3 clusters Score -5633193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5633191.500000 Penalty: 5248.836914
	Iteration 94Q: 3 clusters Score -5633192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5633189.000000 Penalty: 5248.836914
	Iteration 95Q: 3 clusters Score -5633189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5633191.500000 Penalty: 5248.836914
	Iteration 96Q: 3 clusters Score -5633192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5633188.500000 Penalty: 5248.836914
	Iteration 97Q: 3 clusters Score -5633188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5633196.000000 Penalty: 5248.836914
	Iteration 98Q: 3 clusters Score -5633196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5633202.500000 Penalty: 5248.836914
	Iteration 99Q: 3 clusters Score -5633202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5633209.500000 Penalty: 5248.836914
	Iteration 100F: 3 clusters Score -5633210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5633213.000000 Penalty: 5248.836914
	Iteration 101Q: 3 clusters Score -5633213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5633210.000000 Penalty: 5248.836914
	Iteration 102Q: 3 clusters Score -5633210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5633217.500000 Penalty: 5248.836914
	Iteration 103Q: 3 clusters Score -5633218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5633226.000000 Penalty: 5248.836914
	Iteration 104Q: 3 clusters Score -5633226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5633224.000000 Penalty: 5248.836914
	Iteration 105Q: 3 clusters Score -5633224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5633220.000000 Penalty: 5248.836914
	Iteration 106Q: 3 clusters Score -5633220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5633218.500000 Penalty: 5248.836914
	Iteration 107Q: 3 clusters Score -5633218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5633224.500000 Penalty: 5248.836914
	Iteration 108Q: 3 clusters Score -5633224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5633225.500000 Penalty: 5248.836914
	Iteration 109Q: 3 clusters Score -5633226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5633224.000000 Penalty: 5248.836914
	Iteration 110Q: 3 clusters Score -5633224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5633223.500000 Penalty: 5248.836914
	Iteration 111Q: 3 clusters Score -5633224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5633227.500000 Penalty: 5248.836914
	Iteration 112Q: 3 clusters Score -5633228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5633222.000000 Penalty: 5248.836914
	Iteration 113Q: 3 clusters Score -5633222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5633223.000000 Penalty: 5248.836914
	Iteration 114Q: 3 clusters Score -5633223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5633228.000000 Penalty: 5248.836914
	Iteration 115Q: 3 clusters Score -5633228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5633235.000000 Penalty: 5248.836914
	Iteration 116Q: 3 clusters Score -5633235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5633231.000000 Penalty: 5248.836914
	Iteration 117Q: 3 clusters Score -5633231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5633235.500000 Penalty: 5248.836914
	Iteration 118Q: 3 clusters Score -5633236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5633236.500000 Penalty: 5248.836914
	Iteration 119Q: 3 clusters Score -5633236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5633236.000000 Penalty: 5248.836914
	Iteration 120F: 3 clusters Score -5633236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5633237.500000 Penalty: 5248.836914
	Iteration 121Q: 3 clusters Score -5633238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5633237.500000 Penalty: 5248.836914
	Iteration 122F: 3 clusters Score -5633238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Entering Unmasked Estep 
Score: -16032717.000000 Penalty: 2885.427734
	Iteration 0F: 2 clusters Score -1.603272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -15957970.000000 Penalty: 5770.855469
	Iteration 0F: 3 clusters Score -1.595797e+07 nChanged 53633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -15988618.000000 Penalty: 5770.855469
	Iteration 1F: 3 clusters Score -1.598862e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -15989517.000000 Penalty: 5770.855469
	Iteration 2Q: 3 clusters Score -1.598952e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -15990600.000000 Penalty: 5770.855469
	Iteration 3Q: 3 clusters Score -1.59906e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -15991935.000000 Penalty: 5770.855469
	Iteration 4Q: 3 clusters Score -1.599194e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -15993729.000000 Penalty: 5770.855469
	Iteration 5Q: 3 clusters Score -1.599373e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -15996340.000000 Penalty: 5770.855469
	Iteration 6Q: 3 clusters Score -1.599634e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -16000188.000000 Penalty: 5770.855469
	Iteration 7F: 3 clusters Score -1.600019e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -16005938.000000 Penalty: 5770.855469
	Iteration 8F: 3 clusters Score -1.600594e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79431 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -16012701.000000 Penalty: 5770.855469
	Iteration 9F: 3 clusters Score -1.60127e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -16018371.000000 Penalty: 5770.855469
	Iteration 10F: 3 clusters Score -1.601837e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -16021407.000000 Penalty: 5770.855469
	Iteration 11Q: 3 clusters Score -1.602141e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -16022612.000000 Penalty: 5770.855469
	Iteration 12Q: 3 clusters Score -1.602261e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -16023339.000000 Penalty: 5770.855469
	Iteration 13Q: 3 clusters Score -1.602334e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -16023948.000000 Penalty: 5770.855469
	Iteration 14Q: 3 clusters Score -1.602395e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -16024476.000000 Penalty: 5770.855469
	Iteration 15Q: 3 clusters Score -1.602448e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -16024902.000000 Penalty: 5770.855469
	Iteration 16Q: 3 clusters Score -1.60249e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -16025322.000000 Penalty: 5770.855469
	Iteration 17Q: 3 clusters Score -1.602532e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97634 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -16025792.000000 Penalty: 5770.855469
	Iteration 18Q: 3 clusters Score -1.602579e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98952 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -16026256.000000 Penalty: 5770.855469
	Iteration 19Q: 3 clusters Score -1.602626e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100238 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -16026728.000000 Penalty: 5770.855469
	Iteration 20F: 3 clusters Score -1.602673e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101477 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -16027226.000000 Penalty: 5770.855469
	Iteration 21Q: 3 clusters Score -1.602723e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -16027612.000000 Penalty: 5770.855469
	Iteration 22Q: 3 clusters Score -1.602761e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -16027902.000000 Penalty: 5770.855469
	Iteration 23Q: 3 clusters Score -1.60279e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -16028263.000000 Penalty: 5770.855469
	Iteration 24Q: 3 clusters Score -1.602826e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105686 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -16028628.000000 Penalty: 5770.855469
	Iteration 25Q: 3 clusters Score -1.602863e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106519 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -16028895.000000 Penalty: 5770.855469
	Iteration 26Q: 3 clusters Score -1.60289e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107245 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -16029105.000000 Penalty: 5770.855469
	Iteration 27Q: 3 clusters Score -1.60291e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107907 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -16029354.000000 Penalty: 5770.855469
	Iteration 28Q: 3 clusters Score -1.602935e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -16029544.000000 Penalty: 5770.855469
	Iteration 29Q: 3 clusters Score -1.602954e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108980 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -16029765.000000 Penalty: 5770.855469
	Iteration 30Q: 3 clusters Score -1.602976e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109433 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -16029967.000000 Penalty: 5770.855469
	Iteration 31Q: 3 clusters Score -1.602997e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109799 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -16030136.000000 Penalty: 5770.855469
	Iteration 32Q: 3 clusters Score -1.603014e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110096 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -16030209.000000 Penalty: 5770.855469
	Iteration 33Q: 3 clusters Score -1.603021e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110350 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -16030301.000000 Penalty: 5770.855469
	Iteration 34Q: 3 clusters Score -1.60303e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110559 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -16030348.000000 Penalty: 5770.855469
	Iteration 35Q: 3 clusters Score -1.603035e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110732 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -16030376.000000 Penalty: 5770.855469
	Iteration 36Q: 3 clusters Score -1.603038e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110865 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -16030398.000000 Penalty: 5770.855469
	Iteration 37Q: 3 clusters Score -1.60304e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110961 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -16030422.000000 Penalty: 5770.855469
	Iteration 38Q: 3 clusters Score -1.603042e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111054 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -16030435.000000 Penalty: 5770.855469
	Iteration 39Q: 3 clusters Score -1.603044e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111130 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -16030495.000000 Penalty: 5770.855469
	Iteration 40F: 3 clusters Score -1.60305e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111205 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -16030500.000000 Penalty: 5770.855469
	Iteration 41Q: 3 clusters Score -1.60305e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111248 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -16030505.000000 Penalty: 5770.855469
	Iteration 42Q: 3 clusters Score -1.60305e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -16030516.000000 Penalty: 5770.855469
	Iteration 43Q: 3 clusters Score -1.603052e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111321 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -16030517.000000 Penalty: 5770.855469
	Iteration 44Q: 3 clusters Score -1.603052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111346 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -16030513.000000 Penalty: 5770.855469
	Iteration 45Q: 3 clusters Score -1.603051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111366 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -16030494.000000 Penalty: 5770.855469
	Iteration 46Q: 3 clusters Score -1.603049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111380 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -16030497.000000 Penalty: 5770.855469
	Iteration 47Q: 3 clusters Score -1.60305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111394 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -16030504.000000 Penalty: 5770.855469
	Iteration 48Q: 3 clusters Score -1.60305e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111406 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -16030489.000000 Penalty: 5770.855469
	Iteration 49Q: 3 clusters Score -1.603049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111411 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -16030492.000000 Penalty: 5770.855469
	Iteration 50Q: 3 clusters Score -1.603049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111416 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -16030507.000000 Penalty: 5770.855469
	Iteration 51Q: 3 clusters Score -1.603051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111417 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -16030507.000000 Penalty: 5770.855469
	Iteration 52Q: 3 clusters Score -1.603051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -16030502.000000 Penalty: 5770.855469
	Iteration 53Q: 3 clusters Score -1.60305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -16030504.000000 Penalty: 5770.855469
	Iteration 54Q: 3 clusters Score -1.60305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -16030508.000000 Penalty: 5770.855469
	Iteration 55Q: 3 clusters Score -1.603051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111426 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -16030510.000000 Penalty: 5770.855469
	Iteration 56Q: 3 clusters Score -1.603051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111429 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -16030513.000000 Penalty: 5770.855469
	Iteration 57Q: 3 clusters Score -1.603051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111431 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -16030505.000000 Penalty: 5770.855469
	Iteration 58Q: 3 clusters Score -1.60305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111431 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -16030505.000000 Penalty: 5770.855469
	Iteration 59F: 3 clusters Score -1.60305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -99999.078125 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -99999.08 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 492 members 
Entering Unmasked Estep 
Score: -98255.156250 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -98255.16 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98953.234375 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -98953.23 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -99535.234375 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -99535.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100161.976562 Penalty: 3375.638428
	Iteration 3F: 3 clusters Score -100162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100430.492188 Penalty: 3375.638428
	Iteration 4Q: 3 clusters Score -100430.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100555.703125 Penalty: 3375.638428
	Iteration 5Q: 3 clusters Score -100555.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -100727.296875 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -100727.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -100880.609375 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -100880.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -100945.906250 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -100945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -100999.617188 Penalty: 3375.638428
	Iteration 9Q: 3 clusters Score -100999.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -101048.445312 Penalty: 3375.638428
	Iteration 10Q: 3 clusters Score -101048.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -101084.437500 Penalty: 3375.638428
	Iteration 11Q: 3 clusters Score -101084.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -101108.492188 Penalty: 3375.638428
	Iteration 12Q: 3 clusters Score -101108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -101121.234375 Penalty: 3375.638428
	Iteration 13Q: 3 clusters Score -101121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -101132.093750 Penalty: 3375.638428
	Iteration 14Q: 3 clusters Score -101132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -101135.171875 Penalty: 3375.638428
	Iteration 15F: 3 clusters Score -101135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -101152.601562 Penalty: 3375.638428
	Iteration 16Q: 3 clusters Score -101152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -101195.281250 Penalty: 3375.638428
	Iteration 17Q: 3 clusters Score -101195.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -101219.085938 Penalty: 3375.638428
	Iteration 18Q: 3 clusters Score -101219.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -101259.843750 Penalty: 3375.638428
	Iteration 19Q: 3 clusters Score -101259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -101306.632812 Penalty: 3375.638428
	Iteration 20F: 3 clusters Score -101306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -101353.609375 Penalty: 3375.638428
	Iteration 21Q: 3 clusters Score -101353.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -101508.976562 Penalty: 3375.638428
	Iteration 22Q: 3 clusters Score -101509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -101541.210938 Penalty: 3375.638428
	Iteration 23Q: 3 clusters Score -101541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -101549.703125 Penalty: 3375.638428
	Iteration 24Q: 3 clusters Score -101549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -101554.507812 Penalty: 3375.638428
	Iteration 25Q: 3 clusters Score -101554.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -101554.507812 Penalty: 3375.638428
	Iteration 26F: 3 clusters Score -101554.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 109536 members 
Mstep: Class 4 contains 166990 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 82169 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37989 members 
Mstep: Class 12 contains 133857 members 
Mstep: Class 13 contains 31459 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39432 members 
Mstep: Class 16 contains 112960 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33645 members 
Mstep: Class 19 contains 155917 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 649 members 
Entering Unmasked Estep 
Score: -147097536.000000 Penalty: 75686.148438
Splitting cluster 17 changes total score from -147095920.000000 to -147097536.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 18 (33645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Entering Unmasked Estep 
Score: -4600486.000000 Penalty: 2585.057617
	Iteration 0F: 2 clusters Score -4600486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4577520.500000 Penalty: 5170.115234
	Iteration 0F: 3 clusters Score -4577520 nChanged 15324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4586532.500000 Penalty: 5170.115234
	Iteration 1F: 3 clusters Score -4586532 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4587900.000000 Penalty: 5170.115234
	Iteration 2F: 3 clusters Score -4587900 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4589599.000000 Penalty: 5170.115234
	Iteration 3F: 3 clusters Score -4589599 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4591643.000000 Penalty: 5170.115234
	Iteration 4F: 3 clusters Score -4591643 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -4593930.000000 Penalty: 5170.115234
	Iteration 5F: 3 clusters Score -4593930 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -4595987.000000 Penalty: 5170.115234
	Iteration 6F: 3 clusters Score -4595987 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -4597266.500000 Penalty: 5170.115234
	Iteration 7F: 3 clusters Score -4597266 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4597979.000000 Penalty: 5170.115234
	Iteration 8Q: 3 clusters Score -4597979 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -4598368.000000 Penalty: 5170.115234
	Iteration 9Q: 3 clusters Score -4598368 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4598616.500000 Penalty: 5170.115234
	Iteration 10Q: 3 clusters Score -4598616 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4598824.500000 Penalty: 5170.115234
	Iteration 11Q: 3 clusters Score -4598824 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4598982.500000 Penalty: 5170.115234
	Iteration 12Q: 3 clusters Score -4598982 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4599178.000000 Penalty: 5170.115234
	Iteration 13Q: 3 clusters Score -4599178 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4599327.500000 Penalty: 5170.115234
	Iteration 14Q: 3 clusters Score -4599328 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4599514.000000 Penalty: 5170.115234
	Iteration 15Q: 3 clusters Score -4599514 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4599694.500000 Penalty: 5170.115234
	Iteration 16Q: 3 clusters Score -4599694 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4599834.500000 Penalty: 5170.115234
	Iteration 17Q: 3 clusters Score -4599834 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4599954.000000 Penalty: 5170.115234
	Iteration 18Q: 3 clusters Score -4599954 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4600017.500000 Penalty: 5170.115234
	Iteration 19Q: 3 clusters Score -4600018 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4600044.000000 Penalty: 5170.115234
	Iteration 20F: 3 clusters Score -4600044 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4600087.000000 Penalty: 5170.115234
	Iteration 21Q: 3 clusters Score -4600087 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4600115.000000 Penalty: 5170.115234
	Iteration 22Q: 3 clusters Score -4600115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4600133.000000 Penalty: 5170.115234
	Iteration 23Q: 3 clusters Score -4600133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4600151.000000 Penalty: 5170.115234
	Iteration 24Q: 3 clusters Score -4600151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4600153.000000 Penalty: 5170.115234
	Iteration 25Q: 3 clusters Score -4600153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4600159.500000 Penalty: 5170.115234
	Iteration 26Q: 3 clusters Score -4600160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4600160.500000 Penalty: 5170.115234
	Iteration 27Q: 3 clusters Score -4600160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4600175.000000 Penalty: 5170.115234
	Iteration 28Q: 3 clusters Score -4600175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4600167.500000 Penalty: 5170.115234
	Iteration 29Q: 3 clusters Score -4600168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4600179.500000 Penalty: 5170.115234
	Iteration 30Q: 3 clusters Score -4600180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4600175.000000 Penalty: 5170.115234
	Iteration 31Q: 3 clusters Score -4600175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4600177.500000 Penalty: 5170.115234
	Iteration 32Q: 3 clusters Score -4600178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4600174.500000 Penalty: 5170.115234
	Iteration 33Q: 3 clusters Score -4600174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4600175.000000 Penalty: 5170.115234
	Iteration 34Q: 3 clusters Score -4600175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4600181.000000 Penalty: 5170.115234
	Iteration 35Q: 3 clusters Score -4600181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4600184.000000 Penalty: 5170.115234
	Iteration 36Q: 3 clusters Score -4600184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4600184.000000 Penalty: 5170.115234
	Iteration 37F: 3 clusters Score -4600184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155917 members 
Entering Unmasked Estep 
Score: -21905878.000000 Penalty: 2965.355469
	Iteration 0F: 2 clusters Score -2.190588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -21804632.000000 Penalty: 5930.710938
	Iteration 0F: 3 clusters Score -2.180463e+07 nChanged 74274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 85170 members 
Entering Unmasked Estep 
Score: -21847504.000000 Penalty: 5930.710938
	Iteration 1F: 3 clusters Score -2.18475e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -21849120.000000 Penalty: 5930.710938
	Iteration 2Q: 3 clusters Score -2.184912e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 95958 members 
Entering Unmasked Estep 
Score: -21852270.000000 Penalty: 5930.710938
	Iteration 3Q: 3 clusters Score -2.185227e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 105681 members 
Entering Unmasked Estep 
Score: -21858148.000000 Penalty: 5930.710938
	Iteration 4F: 3 clusters Score -2.185815e+07 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 118813 members 
Entering Unmasked Estep 
Score: -21868542.000000 Penalty: 5930.710938
	Iteration 5F: 3 clusters Score -2.186854e+07 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 133628 members 
Entering Unmasked Estep 
Score: -21882592.000000 Penalty: 5930.710938
	Iteration 6F: 3 clusters Score -2.188259e+07 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 146006 members 
Entering Unmasked Estep 
Score: -21894976.000000 Penalty: 5930.710938
	Iteration 7F: 3 clusters Score -2.189498e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 152616 members 
Entering Unmasked Estep 
Score: -21900520.000000 Penalty: 5930.710938
	Iteration 8Q: 3 clusters Score -2.190052e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 154859 members 
Entering Unmasked Estep 
Score: -21902394.000000 Penalty: 5930.710938
	Iteration 9Q: 3 clusters Score -2.190239e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 155443 members 
Entering Unmasked Estep 
Score: -21902902.000000 Penalty: 5930.710938
	Iteration 10Q: 3 clusters Score -2.19029e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 155590 members 
Entering Unmasked Estep 
Score: -21903128.000000 Penalty: 5930.710938
	Iteration 11Q: 3 clusters Score -2.190313e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155631 members 
Entering Unmasked Estep 
Score: -21903212.000000 Penalty: 5930.710938
	Iteration 12Q: 3 clusters Score -2.190321e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 155652 members 
Entering Unmasked Estep 
Score: -21903252.000000 Penalty: 5930.710938
	Iteration 13Q: 3 clusters Score -2.190325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 155655 members 
Entering Unmasked Estep 
Score: -21903272.000000 Penalty: 5930.710938
	Iteration 14Q: 3 clusters Score -2.190327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 155657 members 
Entering Unmasked Estep 
Score: -21903284.000000 Penalty: 5930.710938
	Iteration 15Q: 3 clusters Score -2.190328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 155658 members 
Entering Unmasked Estep 
Score: -21903290.000000 Penalty: 5930.710938
	Iteration 16Q: 3 clusters Score -2.190329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 155660 members 
Entering Unmasked Estep 
Score: -21903300.000000 Penalty: 5930.710938
	Iteration 17Q: 3 clusters Score -2.19033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -21903316.000000 Penalty: 5930.710938
	Iteration 18Q: 3 clusters Score -2.190332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 155663 members 
Entering Unmasked Estep 
Score: -21903312.000000 Penalty: 5930.710938
	Iteration 19Q: 3 clusters Score -2.190331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 155666 members 
Entering Unmasked Estep 
Score: -21903316.000000 Penalty: 5930.710938
	Iteration 20F: 3 clusters Score -2.190332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 155666 members 
Entering Unmasked Estep 
Score: -21903310.000000 Penalty: 5930.710938
	Iteration 21Q: 3 clusters Score -2.190331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 155666 members 
Entering Unmasked Estep 
Score: -21903310.000000 Penalty: 5930.710938
	Iteration 22F: 3 clusters Score -2.190331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Entering Unmasked Estep 
Score: -1167076.750000 Penalty: 2236.486084
	Iteration 0F: 2 clusters Score -1167077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1160546.500000 Penalty: 4472.972168
	Iteration 0F: 3 clusters Score -1160546 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1162395.750000 Penalty: 4472.972168
	Iteration 1F: 3 clusters Score -1162396 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1162742.500000 Penalty: 4472.972168
	Iteration 2F: 3 clusters Score -1162742 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1163032.250000 Penalty: 4472.972168
	Iteration 3F: 3 clusters Score -1163032 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1163315.125000 Penalty: 4472.972168
	Iteration 4F: 3 clusters Score -1163315 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1163598.500000 Penalty: 4472.972168
	Iteration 5F: 3 clusters Score -1163598 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1163891.875000 Penalty: 4472.972168
	Iteration 6F: 3 clusters Score -1163892 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1164193.750000 Penalty: 4472.972168
	Iteration 7Q: 3 clusters Score -1164194 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1164493.000000 Penalty: 4472.972168
	Iteration 8Q: 3 clusters Score -1164493 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1164723.000000 Penalty: 4472.972168
	Iteration 9Q: 3 clusters Score -1164723 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1164910.750000 Penalty: 4472.972168
	Iteration 10Q: 3 clusters Score -1164911 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1165022.375000 Penalty: 4472.972168
	Iteration 11Q: 3 clusters Score -1165022 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1165098.500000 Penalty: 4472.972168
	Iteration 12Q: 3 clusters Score -1165098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1165144.750000 Penalty: 4472.972168
	Iteration 13Q: 3 clusters Score -1165145 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1165187.625000 Penalty: 4472.972168
	Iteration 14Q: 3 clusters Score -1165188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1165214.625000 Penalty: 4472.972168
	Iteration 15Q: 3 clusters Score -1165215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1165231.000000 Penalty: 4472.972168
	Iteration 16Q: 3 clusters Score -1165231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1165246.125000 Penalty: 4472.972168
	Iteration 17Q: 3 clusters Score -1165246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1165253.125000 Penalty: 4472.972168
	Iteration 18Q: 3 clusters Score -1165253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1165256.250000 Penalty: 4472.972168
	Iteration 19Q: 3 clusters Score -1165256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1165260.375000 Penalty: 4472.972168
	Iteration 20F: 3 clusters Score -1165260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1165266.375000 Penalty: 4472.972168
	Iteration 21Q: 3 clusters Score -1165266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1165271.875000 Penalty: 4472.972168
	Iteration 22Q: 3 clusters Score -1165272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1165272.750000 Penalty: 4472.972168
	Iteration 23Q: 3 clusters Score -1165273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1165275.250000 Penalty: 4472.972168
	Iteration 24Q: 3 clusters Score -1165275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1165275.125000 Penalty: 4472.972168
	Iteration 25Q: 3 clusters Score -1165275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1165275.250000 Penalty: 4472.972168
	Iteration 26Q: 3 clusters Score -1165275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1165274.500000 Penalty: 4472.972168
	Iteration 27Q: 3 clusters Score -1165274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1165274.500000 Penalty: 4472.972168
	Iteration 28F: 3 clusters Score -1165274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -83202.710938 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -83202.71 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 332 members 
Entering Unmasked Estep 
Score: -81606.359375 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -81606.36 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82463.023438 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -82463.02 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -82955.328125 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -82955.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -83186.617188 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -83186.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -83288.054688 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -83288.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -83328.796875 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -83328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -83347.007812 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -83347.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -83348.460938 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -83348.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -83348.460938 Penalty: 3234.958008
	Iteration 8F: 3 clusters Score -83348.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 109536 members 
Mstep: Class 4 contains 166990 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 82169 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37989 members 
Mstep: Class 12 contains 133857 members 
Mstep: Class 13 contains 31459 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39432 members 
Mstep: Class 16 contains 112960 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33645 members 
Mstep: Class 19 contains 155917 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 125 members 
Entering Unmasked Estep 
Score: -147095808.000000 Penalty: 79126.429688
Splitting cluster 21 changes total score from -147095920.000000 to -147095808.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1129 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 4 contains 166990 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 82169 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 37989 members 
Mstep: Class 12 contains 133857 members 
Mstep: Class 13 contains 31459 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39432 members 
Mstep: Class 16 contains 112960 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33645 members 
Mstep: Class 19 contains 155917 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147104576.000000 Penalty: 75686.148438
Iteration 199Q: 23 clusters Score -1.471046e+08 nChanged 15107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 91255 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 107856 members 
Mstep: Class 4 contains 166518 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 41470 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 86469 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 37814 members 
Mstep: Class 12 contains 132564 members 
Mstep: Class 13 contains 31298 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39434 members 
Mstep: Class 16 contains 113178 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33681 members 
Mstep: Class 19 contains 156021 members 
Mstep: Class 20 contains 8177 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110352.000000 Penalty: 75686.148438
Iteration 200F: 23 clusters Score -1.471104e+08 nChanged 10929
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 90395 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 109302 members 
Mstep: Class 4 contains 165988 members 
Mstep: Class 5 contains 5228 members 
Mstep: Class 6 contains 41398 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 88224 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 37643 members 
Mstep: Class 12 contains 131805 members 
Mstep: Class 13 contains 30771 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39446 members 
Mstep: Class 16 contains 112797 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33658 members 
Mstep: Class 19 contains 156259 members 
Mstep: Class 20 contains 8069 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147112336.000000 Penalty: 75686.148438
Iteration 201Q: 23 clusters Score -1.471123e+08 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 110382 members 
Mstep: Class 4 contains 165610 members 
Mstep: Class 5 contains 5206 members 
Mstep: Class 6 contains 41343 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 89675 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 37519 members 
Mstep: Class 12 contains 131270 members 
Mstep: Class 13 contains 30329 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39465 members 
Mstep: Class 16 contains 112453 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33667 members 
Mstep: Class 19 contains 156316 members 
Mstep: Class 20 contains 8000 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147113632.000000 Penalty: 75686.148438
Iteration 202Q: 23 clusters Score -1.471136e+08 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 89155 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 111249 members 
Mstep: Class 4 contains 165310 members 
Mstep: Class 5 contains 5214 members 
Mstep: Class 6 contains 41315 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 90931 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37417 members 
Mstep: Class 12 contains 130842 members 
Mstep: Class 13 contains 29962 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39480 members 
Mstep: Class 16 contains 112124 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33680 members 
Mstep: Class 19 contains 156349 members 
Mstep: Class 20 contains 7954 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147114800.000000 Penalty: 75686.148438
Iteration 203Q: 23 clusters Score -1.471148e+08 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 217 members 
Mstep: Class 3 contains 112028 members 
Mstep: Class 4 contains 165068 members 
Mstep: Class 5 contains 5194 members 
Mstep: Class 6 contains 41279 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 92007 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37318 members 
Mstep: Class 12 contains 130503 members 
Mstep: Class 13 contains 29675 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39499 members 
Mstep: Class 16 contains 111836 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33688 members 
Mstep: Class 19 contains 156342 members 
Mstep: Class 20 contains 7917 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147114864.000000 Penalty: 75686.148438
Iteration 204Q: 23 clusters Score -1.471149e+08 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 217 members 
Mstep: Class 3 contains 112695 members 
Mstep: Class 4 contains 164921 members 
Mstep: Class 5 contains 5182 members 
Mstep: Class 6 contains 41243 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 92957 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37215 members 
Mstep: Class 12 contains 130219 members 
Mstep: Class 13 contains 29411 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39513 members 
Mstep: Class 16 contains 111560 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33703 members 
Mstep: Class 19 contains 156286 members 
Mstep: Class 20 contains 7899 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147115552.000000 Penalty: 75686.148438
Iteration 205Q: 23 clusters Score -1.471156e+08 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 217 members 
Mstep: Class 3 contains 113268 members 
Mstep: Class 4 contains 164822 members 
Mstep: Class 5 contains 5180 members 
Mstep: Class 6 contains 41180 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 93811 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37133 members 
Mstep: Class 12 contains 129990 members 
Mstep: Class 13 contains 29218 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39525 members 
Mstep: Class 16 contains 111269 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33710 members 
Mstep: Class 19 contains 156242 members 
Mstep: Class 20 contains 7883 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147115776.000000 Penalty: 75686.148438
Iteration 206Q: 23 clusters Score -1.471158e+08 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 217 members 
Mstep: Class 3 contains 113796 members 
Mstep: Class 4 contains 164801 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 6 contains 41129 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 94593 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37067 members 
Mstep: Class 12 contains 129785 members 
Mstep: Class 13 contains 29035 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39514 members 
Mstep: Class 16 contains 110996 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33721 members 
Mstep: Class 19 contains 156158 members 
Mstep: Class 20 contains 7849 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147115872.000000 Penalty: 75686.148438
Iteration 207Q: 23 clusters Score -1.471159e+08 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 114254 members 
Mstep: Class 4 contains 164835 members 
Mstep: Class 5 contains 5150 members 
Mstep: Class 6 contains 41095 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 95374 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 37023 members 
Mstep: Class 12 contains 129563 members 
Mstep: Class 13 contains 28860 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39505 members 
Mstep: Class 16 contains 110742 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33715 members 
Mstep: Class 19 contains 156072 members 
Mstep: Class 20 contains 7836 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147116112.000000 Penalty: 75686.148438
Iteration 208Q: 23 clusters Score -1.471161e+08 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 114670 members 
Mstep: Class 4 contains 164917 members 
Mstep: Class 5 contains 5135 members 
Mstep: Class 6 contains 41073 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 96037 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36964 members 
Mstep: Class 12 contains 129377 members 
Mstep: Class 13 contains 28684 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39485 members 
Mstep: Class 16 contains 110548 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33720 members 
Mstep: Class 19 contains 155922 members 
Mstep: Class 20 contains 7818 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147116432.000000 Penalty: 75686.148438
Iteration 209Q: 23 clusters Score -1.471164e+08 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115019 members 
Mstep: Class 4 contains 164976 members 
Mstep: Class 5 contains 5126 members 
Mstep: Class 6 contains 41063 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 96627 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36913 members 
Mstep: Class 12 contains 129251 members 
Mstep: Class 13 contains 28526 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39471 members 
Mstep: Class 16 contains 110379 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33715 members 
Mstep: Class 19 contains 155771 members 
Mstep: Class 20 contains 7804 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147116688.000000 Penalty: 75686.148438
Iteration 210Q: 23 clusters Score -1.471167e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115259 members 
Mstep: Class 4 contains 164992 members 
Mstep: Class 5 contains 5119 members 
Mstep: Class 6 contains 41046 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 97266 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36851 members 
Mstep: Class 12 contains 129122 members 
Mstep: Class 13 contains 28403 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39481 members 
Mstep: Class 16 contains 110189 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33721 members 
Mstep: Class 19 contains 155654 members 
Mstep: Class 20 contains 7796 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147116608.000000 Penalty: 75686.148438
Iteration 211Q: 23 clusters Score -1.471166e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 85857 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115442 members 
Mstep: Class 4 contains 164967 members 
Mstep: Class 5 contains 5124 members 
Mstep: Class 6 contains 41046 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 97897 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36796 members 
Mstep: Class 12 contains 128995 members 
Mstep: Class 13 contains 28291 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39471 members 
Mstep: Class 16 contains 110021 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33724 members 
Mstep: Class 19 contains 155564 members 
Mstep: Class 20 contains 7786 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147116320.000000 Penalty: 75686.148438
Iteration 212Q: 23 clusters Score -1.471163e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115573 members 
Mstep: Class 4 contains 164965 members 
Mstep: Class 5 contains 5130 members 
Mstep: Class 6 contains 41032 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 98536 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36747 members 
Mstep: Class 12 contains 128862 members 
Mstep: Class 13 contains 28180 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39469 members 
Mstep: Class 16 contains 109869 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33740 members 
Mstep: Class 19 contains 155496 members 
Mstep: Class 20 contains 7774 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147116512.000000 Penalty: 75686.148438
Iteration 213Q: 23 clusters Score -1.471165e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 85363 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115632 members 
Mstep: Class 4 contains 164932 members 
Mstep: Class 5 contains 5131 members 
Mstep: Class 6 contains 41018 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 99138 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36728 members 
Mstep: Class 12 contains 128762 members 
Mstep: Class 13 contains 28090 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39446 members 
Mstep: Class 16 contains 109748 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33751 members 
Mstep: Class 19 contains 155481 members 
Mstep: Class 20 contains 7761 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147116528.000000 Penalty: 75686.148438
Iteration 214Q: 23 clusters Score -1.471165e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115656 members 
Mstep: Class 4 contains 164888 members 
Mstep: Class 5 contains 5135 members 
Mstep: Class 6 contains 41010 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 99750 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36701 members 
Mstep: Class 12 contains 128648 members 
Mstep: Class 13 contains 28003 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39433 members 
Mstep: Class 16 contains 109638 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33759 members 
Mstep: Class 19 contains 155479 members 
Mstep: Class 20 contains 7755 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147116384.000000 Penalty: 75686.148438
Iteration 215Q: 23 clusters Score -1.471164e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115690 members 
Mstep: Class 4 contains 164826 members 
Mstep: Class 5 contains 5135 members 
Mstep: Class 6 contains 40998 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 100344 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36675 members 
Mstep: Class 12 contains 128540 members 
Mstep: Class 13 contains 27926 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39422 members 
Mstep: Class 16 contains 109527 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33769 members 
Mstep: Class 19 contains 155499 members 
Mstep: Class 20 contains 7743 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147116384.000000 Penalty: 75686.148438
Iteration 216Q: 23 clusters Score -1.471164e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115703 members 
Mstep: Class 4 contains 164792 members 
Mstep: Class 5 contains 5135 members 
Mstep: Class 6 contains 40986 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 100873 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36645 members 
Mstep: Class 12 contains 128429 members 
Mstep: Class 13 contains 27857 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39402 members 
Mstep: Class 16 contains 109432 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33789 members 
Mstep: Class 19 contains 155522 members 
Mstep: Class 20 contains 7733 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147116480.000000 Penalty: 75686.148438
Iteration 217Q: 23 clusters Score -1.471165e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 84457 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115690 members 
Mstep: Class 4 contains 164760 members 
Mstep: Class 5 contains 5139 members 
Mstep: Class 6 contains 40993 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 101403 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36618 members 
Mstep: Class 12 contains 128336 members 
Mstep: Class 13 contains 27794 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39386 members 
Mstep: Class 16 contains 109351 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33803 members 
Mstep: Class 19 contains 155528 members 
Mstep: Class 20 contains 7723 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147116704.000000 Penalty: 75686.148438
Iteration 218Q: 23 clusters Score -1.471167e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115690 members 
Mstep: Class 4 contains 164754 members 
Mstep: Class 5 contains 5138 members 
Mstep: Class 6 contains 40985 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 101886 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36600 members 
Mstep: Class 12 contains 128247 members 
Mstep: Class 13 contains 27738 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39376 members 
Mstep: Class 16 contains 109285 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33814 members 
Mstep: Class 19 contains 155490 members 
Mstep: Class 20 contains 7718 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117168.000000 Penalty: 75686.148438
Iteration 219Q: 23 clusters Score -1.471172e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115679 members 
Mstep: Class 4 contains 164782 members 
Mstep: Class 5 contains 5138 members 
Mstep: Class 6 contains 40977 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 102338 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36577 members 
Mstep: Class 12 contains 128160 members 
Mstep: Class 13 contains 27680 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39375 members 
Mstep: Class 16 contains 109213 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33832 members 
Mstep: Class 19 contains 155451 members 
Mstep: Class 20 contains 7711 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117376.000000 Penalty: 75686.148438
Iteration 220F: 23 clusters Score -1.471174e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115669 members 
Mstep: Class 4 contains 164803 members 
Mstep: Class 5 contains 5137 members 
Mstep: Class 6 contains 40969 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 102771 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36567 members 
Mstep: Class 12 contains 128053 members 
Mstep: Class 13 contains 27641 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39371 members 
Mstep: Class 16 contains 109145 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33852 members 
Mstep: Class 19 contains 155395 members 
Mstep: Class 20 contains 7703 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117312.000000 Penalty: 75686.148438
Iteration 221Q: 23 clusters Score -1.471173e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115619 members 
Mstep: Class 4 contains 164836 members 
Mstep: Class 5 contains 5140 members 
Mstep: Class 6 contains 40966 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 103215 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36548 members 
Mstep: Class 12 contains 127949 members 
Mstep: Class 13 contains 27604 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39359 members 
Mstep: Class 16 contains 109100 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33867 members 
Mstep: Class 19 contains 155302 members 
Mstep: Class 20 contains 7704 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117328.000000 Penalty: 75686.148438
Iteration 222Q: 23 clusters Score -1.471173e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 83675 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115547 members 
Mstep: Class 4 contains 164867 members 
Mstep: Class 5 contains 5144 members 
Mstep: Class 6 contains 40952 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 103653 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36538 members 
Mstep: Class 12 contains 127843 members 
Mstep: Class 13 contains 27569 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39340 members 
Mstep: Class 16 contains 109045 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33880 members 
Mstep: Class 19 contains 155228 members 
Mstep: Class 20 contains 7700 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117472.000000 Penalty: 75686.148438
Iteration 223Q: 23 clusters Score -1.471175e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 83571 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115443 members 
Mstep: Class 4 contains 164869 members 
Mstep: Class 5 contains 5146 members 
Mstep: Class 6 contains 40923 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 104097 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36520 members 
Mstep: Class 12 contains 127749 members 
Mstep: Class 13 contains 27547 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39337 members 
Mstep: Class 16 contains 109000 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33899 members 
Mstep: Class 19 contains 155182 members 
Mstep: Class 20 contains 7698 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117520.000000 Penalty: 75686.148438
Iteration 224Q: 23 clusters Score -1.471175e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115333 members 
Mstep: Class 4 contains 164848 members 
Mstep: Class 5 contains 5151 members 
Mstep: Class 6 contains 40917 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 104539 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36502 members 
Mstep: Class 12 contains 127655 members 
Mstep: Class 13 contains 27527 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39338 members 
Mstep: Class 16 contains 108956 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33911 members 
Mstep: Class 19 contains 155135 members 
Mstep: Class 20 contains 7692 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117568.000000 Penalty: 75686.148438
Iteration 225Q: 23 clusters Score -1.471176e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 83380 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115203 members 
Mstep: Class 4 contains 164809 members 
Mstep: Class 5 contains 5158 members 
Mstep: Class 6 contains 40909 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 104947 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36481 members 
Mstep: Class 12 contains 127566 members 
Mstep: Class 13 contains 27493 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39337 members 
Mstep: Class 16 contains 108930 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33919 members 
Mstep: Class 19 contains 155161 members 
Mstep: Class 20 contains 7688 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117472.000000 Penalty: 75686.148438
Iteration 226Q: 23 clusters Score -1.471175e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 115086 members 
Mstep: Class 4 contains 164786 members 
Mstep: Class 5 contains 5157 members 
Mstep: Class 6 contains 40911 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 105323 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36465 members 
Mstep: Class 12 contains 127473 members 
Mstep: Class 13 contains 27463 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39332 members 
Mstep: Class 16 contains 108896 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33934 members 
Mstep: Class 19 contains 155172 members 
Mstep: Class 20 contains 7688 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117568.000000 Penalty: 75686.148438
Iteration 227Q: 23 clusters Score -1.471176e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 114943 members 
Mstep: Class 4 contains 164762 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 6 contains 40906 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 105716 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36449 members 
Mstep: Class 12 contains 127370 members 
Mstep: Class 13 contains 27444 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39331 members 
Mstep: Class 16 contains 108848 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33949 members 
Mstep: Class 19 contains 155202 members 
Mstep: Class 20 contains 7688 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117664.000000 Penalty: 75686.148438
Iteration 228Q: 23 clusters Score -1.471177e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 83116 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 114822 members 
Mstep: Class 4 contains 164725 members 
Mstep: Class 5 contains 5165 members 
Mstep: Class 6 contains 40908 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 106100 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36429 members 
Mstep: Class 12 contains 127263 members 
Mstep: Class 13 contains 27421 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39329 members 
Mstep: Class 16 contains 108790 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33969 members 
Mstep: Class 19 contains 155259 members 
Mstep: Class 20 contains 7685 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117936.000000 Penalty: 75686.148438
Iteration 229Q: 23 clusters Score -1.471179e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 114703 members 
Mstep: Class 4 contains 164702 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 6 contains 40898 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 106468 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36420 members 
Mstep: Class 12 contains 127163 members 
Mstep: Class 13 contains 27380 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39322 members 
Mstep: Class 16 contains 108725 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33986 members 
Mstep: Class 19 contains 155325 members 
Mstep: Class 20 contains 7683 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118112.000000 Penalty: 75686.148438
Iteration 230Q: 23 clusters Score -1.471181e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82958 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 114563 members 
Mstep: Class 4 contains 164694 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 6 contains 40889 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 106833 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36398 members 
Mstep: Class 12 contains 127082 members 
Mstep: Class 13 contains 27339 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39320 members 
Mstep: Class 16 contains 108673 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 33994 members 
Mstep: Class 19 contains 155392 members 
Mstep: Class 20 contains 7679 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118240.000000 Penalty: 75686.148438
Iteration 231Q: 23 clusters Score -1.471182e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 114401 members 
Mstep: Class 4 contains 164645 members 
Mstep: Class 5 contains 5170 members 
Mstep: Class 6 contains 40882 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 107223 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36375 members 
Mstep: Class 12 contains 126975 members 
Mstep: Class 13 contains 27302 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39319 members 
Mstep: Class 16 contains 108625 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34009 members 
Mstep: Class 19 contains 155483 members 
Mstep: Class 20 contains 7682 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118048.000000 Penalty: 75686.148438
Iteration 232Q: 23 clusters Score -1.47118e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 114230 members 
Mstep: Class 4 contains 164628 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 6 contains 40874 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 107609 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 36358 members 
Mstep: Class 12 contains 126891 members 
Mstep: Class 13 contains 27270 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39308 members 
Mstep: Class 16 contains 108586 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34029 members 
Mstep: Class 19 contains 155522 members 
Mstep: Class 20 contains 7680 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118112.000000 Penalty: 75686.148438
Iteration 233Q: 23 clusters Score -1.471181e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 114042 members 
Mstep: Class 4 contains 164592 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 6 contains 40864 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 107963 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36352 members 
Mstep: Class 12 contains 126833 members 
Mstep: Class 13 contains 27249 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39313 members 
Mstep: Class 16 contains 108538 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34048 members 
Mstep: Class 19 contains 155566 members 
Mstep: Class 20 contains 7675 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117952.000000 Penalty: 75686.148438
Iteration 234Q: 23 clusters Score -1.47118e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 113840 members 
Mstep: Class 4 contains 164566 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 6 contains 40854 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 108326 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36353 members 
Mstep: Class 12 contains 126781 members 
Mstep: Class 13 contains 27225 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39311 members 
Mstep: Class 16 contains 108482 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34068 members 
Mstep: Class 19 contains 155604 members 
Mstep: Class 20 contains 7666 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117936.000000 Penalty: 75686.148438
Iteration 235Q: 23 clusters Score -1.471179e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 113611 members 
Mstep: Class 4 contains 164574 members 
Mstep: Class 5 contains 5180 members 
Mstep: Class 6 contains 40847 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 108699 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36354 members 
Mstep: Class 12 contains 126716 members 
Mstep: Class 13 contains 27200 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39304 members 
Mstep: Class 16 contains 108424 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34082 members 
Mstep: Class 19 contains 155634 members 
Mstep: Class 20 contains 7660 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118240.000000 Penalty: 75686.148438
Iteration 236Q: 23 clusters Score -1.471182e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82651 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 113368 members 
Mstep: Class 4 contains 164565 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 40841 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 109071 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36344 members 
Mstep: Class 12 contains 126653 members 
Mstep: Class 13 contains 27187 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39300 members 
Mstep: Class 16 contains 108365 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34099 members 
Mstep: Class 19 contains 155704 members 
Mstep: Class 20 contains 7656 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118240.000000 Penalty: 75686.148438
Iteration 237Q: 23 clusters Score -1.471182e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 113120 members 
Mstep: Class 4 contains 164533 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 6 contains 40836 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 109422 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36323 members 
Mstep: Class 12 contains 126599 members 
Mstep: Class 13 contains 27172 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39297 members 
Mstep: Class 16 contains 108341 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34112 members 
Mstep: Class 19 contains 155795 members 
Mstep: Class 20 contains 7650 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118208.000000 Penalty: 75686.148438
Iteration 238Q: 23 clusters Score -1.471182e+08 nChanged 1148
Entering ConstructFrom: 
Score: -147118208.000000 Penalty: 75686.148438
Entering ConstructFrom: 
Trying to split cluster 1 (82568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Entering Unmasked Estep 
Score: -11740372.000000 Penalty: 2807.701660
	Iteration 0F: 2 clusters Score -1.174037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -11685058.000000 Penalty: 5615.403320
	Iteration 0F: 3 clusters Score -1.168506e+07 nChanged 38585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -11706905.000000 Penalty: 5615.403320
	Iteration 1F: 3 clusters Score -1.17069e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -11707534.000000 Penalty: 5615.403320
	Iteration 2Q: 3 clusters Score -1.170753e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -11708515.000000 Penalty: 5615.403320
	Iteration 3Q: 3 clusters Score -1.170852e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -11709602.000000 Penalty: 5615.403320
	Iteration 4Q: 3 clusters Score -1.17096e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -11711269.000000 Penalty: 5615.403320
	Iteration 5Q: 3 clusters Score -1.171127e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -11713861.000000 Penalty: 5615.403320
	Iteration 6F: 3 clusters Score -1.171386e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -11717820.000000 Penalty: 5615.403320
	Iteration 7F: 3 clusters Score -1.171782e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -11722911.000000 Penalty: 5615.403320
	Iteration 8F: 3 clusters Score -1.172291e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -11728061.000000 Penalty: 5615.403320
	Iteration 9F: 3 clusters Score -1.172806e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -11731482.000000 Penalty: 5615.403320
	Iteration 10Q: 3 clusters Score -1.173148e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -11733283.000000 Penalty: 5615.403320
	Iteration 11Q: 3 clusters Score -1.173328e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -11734445.000000 Penalty: 5615.403320
	Iteration 12Q: 3 clusters Score -1.173444e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -11735087.000000 Penalty: 5615.403320
	Iteration 13Q: 3 clusters Score -1.173509e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -11735677.000000 Penalty: 5615.403320
	Iteration 14Q: 3 clusters Score -1.173568e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -11736056.000000 Penalty: 5615.403320
	Iteration 15Q: 3 clusters Score -1.173606e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -11736507.000000 Penalty: 5615.403320
	Iteration 16Q: 3 clusters Score -1.173651e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -11736823.000000 Penalty: 5615.403320
	Iteration 17Q: 3 clusters Score -1.173682e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -11737130.000000 Penalty: 5615.403320
	Iteration 18Q: 3 clusters Score -1.173713e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -11737324.000000 Penalty: 5615.403320
	Iteration 19Q: 3 clusters Score -1.173732e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -11737442.000000 Penalty: 5615.403320
	Iteration 20F: 3 clusters Score -1.173744e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80275 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -11737573.000000 Penalty: 5615.403320
	Iteration 21Q: 3 clusters Score -1.173757e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -11737710.000000 Penalty: 5615.403320
	Iteration 22Q: 3 clusters Score -1.173771e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -11737803.000000 Penalty: 5615.403320
	Iteration 23Q: 3 clusters Score -1.17378e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -11737863.000000 Penalty: 5615.403320
	Iteration 24Q: 3 clusters Score -1.173786e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11737935.000000 Penalty: 5615.403320
	Iteration 25Q: 3 clusters Score -1.173794e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -11738022.000000 Penalty: 5615.403320
	Iteration 26Q: 3 clusters Score -1.173802e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -11738081.000000 Penalty: 5615.403320
	Iteration 27Q: 3 clusters Score -1.173808e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -11738120.000000 Penalty: 5615.403320
	Iteration 28Q: 3 clusters Score -1.173812e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11738201.000000 Penalty: 5615.403320
	Iteration 29Q: 3 clusters Score -1.17382e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -11738232.000000 Penalty: 5615.403320
	Iteration 30Q: 3 clusters Score -1.173823e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -11738227.000000 Penalty: 5615.403320
	Iteration 31Q: 3 clusters Score -1.173823e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11738241.000000 Penalty: 5615.403320
	Iteration 32Q: 3 clusters Score -1.173824e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -11738250.000000 Penalty: 5615.403320
	Iteration 33Q: 3 clusters Score -1.173825e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11738262.000000 Penalty: 5615.403320
	Iteration 34Q: 3 clusters Score -1.173826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -11738270.000000 Penalty: 5615.403320
	Iteration 35Q: 3 clusters Score -1.173827e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81016 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11738265.000000 Penalty: 5615.403320
	Iteration 36Q: 3 clusters Score -1.173826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11738268.000000 Penalty: 5615.403320
	Iteration 37Q: 3 clusters Score -1.173827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11738283.000000 Penalty: 5615.403320
	Iteration 38Q: 3 clusters Score -1.173828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11738288.000000 Penalty: 5615.403320
	Iteration 39Q: 3 clusters Score -1.173829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11738283.000000 Penalty: 5615.403320
	Iteration 40F: 3 clusters Score -1.173828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11738290.000000 Penalty: 5615.403320
	Iteration 41Q: 3 clusters Score -1.173829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11738283.000000 Penalty: 5615.403320
	Iteration 42Q: 3 clusters Score -1.173828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -11738289.000000 Penalty: 5615.403320
	Iteration 43Q: 3 clusters Score -1.173829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11738280.000000 Penalty: 5615.403320
	Iteration 44Q: 3 clusters Score -1.173828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11738279.000000 Penalty: 5615.403320
	Iteration 45Q: 3 clusters Score -1.173828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -11738281.000000 Penalty: 5615.403320
	Iteration 46Q: 3 clusters Score -1.173828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -11738283.000000 Penalty: 5615.403320
	Iteration 47Q: 3 clusters Score -1.173828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -11738284.000000 Penalty: 5615.403320
	Iteration 48Q: 3 clusters Score -1.173828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -11738287.000000 Penalty: 5615.403320
	Iteration 49Q: 3 clusters Score -1.173829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11738302.000000 Penalty: 5615.403320
	Iteration 50Q: 3 clusters Score -1.17383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11738300.000000 Penalty: 5615.403320
	Iteration 51Q: 3 clusters Score -1.17383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -11738299.000000 Penalty: 5615.403320
	Iteration 52Q: 3 clusters Score -1.17383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11738310.000000 Penalty: 5615.403320
	Iteration 53Q: 3 clusters Score -1.173831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81040 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -11738317.000000 Penalty: 5615.403320
	Iteration 54Q: 3 clusters Score -1.173832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11738312.000000 Penalty: 5615.403320
	Iteration 55Q: 3 clusters Score -1.173831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11738317.000000 Penalty: 5615.403320
	Iteration 56Q: 3 clusters Score -1.173832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11738333.000000 Penalty: 5615.403320
	Iteration 57Q: 3 clusters Score -1.173833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -11738326.000000 Penalty: 5615.403320
	Iteration 58Q: 3 clusters Score -1.173833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11738327.000000 Penalty: 5615.403320
	Iteration 59Q: 3 clusters Score -1.173833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -11738317.000000 Penalty: 5615.403320
	Iteration 60F: 3 clusters Score -1.173832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -11738330.000000 Penalty: 5615.403320
	Iteration 61Q: 3 clusters Score -1.173833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11738315.000000 Penalty: 5615.403320
	Iteration 62Q: 3 clusters Score -1.173832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11738327.000000 Penalty: 5615.403320
	Iteration 63Q: 3 clusters Score -1.173833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -11738324.000000 Penalty: 5615.403320
	Iteration 64Q: 3 clusters Score -1.173832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11738326.000000 Penalty: 5615.403320
	Iteration 65Q: 3 clusters Score -1.173833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11738329.000000 Penalty: 5615.403320
	Iteration 66Q: 3 clusters Score -1.173833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -11738336.000000 Penalty: 5615.403320
	Iteration 67Q: 3 clusters Score -1.173834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11738336.000000 Penalty: 5615.403320
	Iteration 68Q: 3 clusters Score -1.173834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11738336.000000 Penalty: 5615.403320
	Iteration 69F: 3 clusters Score -1.173834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -26508.255859 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -26508.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25418.794922 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -25418.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25540.328125 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -25540.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25577.000000 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -25577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25617.927734 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -25617.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25619.794922 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -25619.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25619.794922 Penalty: 2666.138184
	Iteration 5F: 3 clusters Score -25619.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (112850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112850 members 
Entering Unmasked Estep 
Score: -16054222.000000 Penalty: 2885.186035
	Iteration 0F: 2 clusters Score -1.605422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -15980829.000000 Penalty: 5770.372070
	Iteration 0F: 3 clusters Score -1.598083e+07 nChanged 53551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -16011214.000000 Penalty: 5770.372070
	Iteration 1F: 3 clusters Score -1.601121e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 55308 members 
Entering Unmasked Estep 
Score: -16011993.000000 Penalty: 5770.372070
	Iteration 2Q: 3 clusters Score -1.601199e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 54922 members 
Entering Unmasked Estep 
Score: -16013028.000000 Penalty: 5770.372070
	Iteration 3Q: 3 clusters Score -1.601303e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -16014393.000000 Penalty: 5770.372070
	Iteration 4Q: 3 clusters Score -1.601439e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -16016746.000000 Penalty: 5770.372070
	Iteration 5Q: 3 clusters Score -1.601675e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -16020282.000000 Penalty: 5770.372070
	Iteration 6Q: 3 clusters Score -1.602028e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -16024783.000000 Penalty: 5770.372070
	Iteration 7F: 3 clusters Score -1.602478e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -16029694.000000 Penalty: 5770.372070
	Iteration 8F: 3 clusters Score -1.602969e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -16034160.000000 Penalty: 5770.372070
	Iteration 9F: 3 clusters Score -1.603416e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -16038092.000000 Penalty: 5770.372070
	Iteration 10F: 3 clusters Score -1.603809e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -16041568.000000 Penalty: 5770.372070
	Iteration 11F: 3 clusters Score -1.604157e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -16044195.000000 Penalty: 5770.372070
	Iteration 12Q: 3 clusters Score -1.60442e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -16046485.000000 Penalty: 5770.372070
	Iteration 13Q: 3 clusters Score -1.604648e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -16048091.000000 Penalty: 5770.372070
	Iteration 14Q: 3 clusters Score -1.604809e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -16049346.000000 Penalty: 5770.372070
	Iteration 15Q: 3 clusters Score -1.604935e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -16050229.000000 Penalty: 5770.372070
	Iteration 16Q: 3 clusters Score -1.605023e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -16050757.000000 Penalty: 5770.372070
	Iteration 17Q: 3 clusters Score -1.605076e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -16051193.000000 Penalty: 5770.372070
	Iteration 18Q: 3 clusters Score -1.605119e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -16051473.000000 Penalty: 5770.372070
	Iteration 19Q: 3 clusters Score -1.605147e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 73750 members 
Entering Unmasked Estep 
Score: -16051615.000000 Penalty: 5770.372070
	Iteration 20F: 3 clusters Score -1.605162e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -16051815.000000 Penalty: 5770.372070
	Iteration 21Q: 3 clusters Score -1.605182e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -16052003.000000 Penalty: 5770.372070
	Iteration 22Q: 3 clusters Score -1.6052e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -16052073.000000 Penalty: 5770.372070
	Iteration 23Q: 3 clusters Score -1.605207e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 76784 members 
Entering Unmasked Estep 
Score: -16052210.000000 Penalty: 5770.372070
	Iteration 24Q: 3 clusters Score -1.605221e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -16052318.000000 Penalty: 5770.372070
	Iteration 25Q: 3 clusters Score -1.605232e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 78208 members 
Entering Unmasked Estep 
Score: -16052369.000000 Penalty: 5770.372070
	Iteration 26Q: 3 clusters Score -1.605237e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -16052463.000000 Penalty: 5770.372070
	Iteration 27Q: 3 clusters Score -1.605246e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -16052573.000000 Penalty: 5770.372070
	Iteration 28Q: 3 clusters Score -1.605257e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -16052611.000000 Penalty: 5770.372070
	Iteration 29Q: 3 clusters Score -1.605261e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -16052758.000000 Penalty: 5770.372070
	Iteration 30Q: 3 clusters Score -1.605276e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 81823 members 
Entering Unmasked Estep 
Score: -16052840.000000 Penalty: 5770.372070
	Iteration 31Q: 3 clusters Score -1.605284e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -16052828.000000 Penalty: 5770.372070
	Iteration 32Q: 3 clusters Score -1.605283e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -16052884.000000 Penalty: 5770.372070
	Iteration 33Q: 3 clusters Score -1.605288e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -16052908.000000 Penalty: 5770.372070
	Iteration 34Q: 3 clusters Score -1.605291e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -16053022.000000 Penalty: 5770.372070
	Iteration 35Q: 3 clusters Score -1.605302e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -16053101.000000 Penalty: 5770.372070
	Iteration 36Q: 3 clusters Score -1.60531e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 85803 members 
Entering Unmasked Estep 
Score: -16053184.000000 Penalty: 5770.372070
	Iteration 37Q: 3 clusters Score -1.605318e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -16053237.000000 Penalty: 5770.372070
	Iteration 38Q: 3 clusters Score -1.605324e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 87139 members 
Entering Unmasked Estep 
Score: -16053214.000000 Penalty: 5770.372070
	Iteration 39Q: 3 clusters Score -1.605321e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -16053309.000000 Penalty: 5770.372070
	Iteration 40F: 3 clusters Score -1.605331e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -16053336.000000 Penalty: 5770.372070
	Iteration 41Q: 3 clusters Score -1.605334e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -16053383.000000 Penalty: 5770.372070
	Iteration 42Q: 3 clusters Score -1.605338e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -16053455.000000 Penalty: 5770.372070
	Iteration 43Q: 3 clusters Score -1.605346e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -16053574.000000 Penalty: 5770.372070
	Iteration 44Q: 3 clusters Score -1.605357e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -16053641.000000 Penalty: 5770.372070
	Iteration 45Q: 3 clusters Score -1.605364e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
Score: -16053746.000000 Penalty: 5770.372070
	Iteration 46Q: 3 clusters Score -1.605375e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 91897 members 
Entering Unmasked Estep 
Score: -16053859.000000 Penalty: 5770.372070
	Iteration 47Q: 3 clusters Score -1.605386e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 92392 members 
Entering Unmasked Estep 
Score: -16053881.000000 Penalty: 5770.372070
	Iteration 48Q: 3 clusters Score -1.605388e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -16053853.000000 Penalty: 5770.372070
	Iteration 49Q: 3 clusters Score -1.605385e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -16053944.000000 Penalty: 5770.372070
	Iteration 50Q: 3 clusters Score -1.605394e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -16053940.000000 Penalty: 5770.372070
	Iteration 51Q: 3 clusters Score -1.605394e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 94389 members 
Entering Unmasked Estep 
Score: -16054011.000000 Penalty: 5770.372070
	Iteration 52Q: 3 clusters Score -1.605401e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -16054000.000000 Penalty: 5770.372070
	Iteration 53Q: 3 clusters Score -1.6054e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -16054059.000000 Penalty: 5770.372070
	Iteration 54Q: 3 clusters Score -1.605406e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 95925 members 
Entering Unmasked Estep 
Score: -16054062.000000 Penalty: 5770.372070
	Iteration 55Q: 3 clusters Score -1.605406e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -16054089.000000 Penalty: 5770.372070
	Iteration 56Q: 3 clusters Score -1.605409e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -16054100.000000 Penalty: 5770.372070
	Iteration 57Q: 3 clusters Score -1.60541e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -16054124.000000 Penalty: 5770.372070
	Iteration 58Q: 3 clusters Score -1.605412e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 97949 members 
Entering Unmasked Estep 
Score: -16054151.000000 Penalty: 5770.372070
	Iteration 59Q: 3 clusters Score -1.605415e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -16054129.000000 Penalty: 5770.372070
	Iteration 60F: 3 clusters Score -1.605413e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -16054223.000000 Penalty: 5770.372070
	Iteration 61Q: 3 clusters Score -1.605422e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -16054224.000000 Penalty: 5770.372070
	Iteration 62Q: 3 clusters Score -1.605422e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 99783 members 
Entering Unmasked Estep 
Score: -16054235.000000 Penalty: 5770.372070
	Iteration 63Q: 3 clusters Score -1.605424e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -16054239.000000 Penalty: 5770.372070
	Iteration 64Q: 3 clusters Score -1.605424e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 100585 members 
Entering Unmasked Estep 
Score: -16054239.000000 Penalty: 5770.372070
	Iteration 65Q: 3 clusters Score -1.605424e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -16054253.000000 Penalty: 5770.372070
	Iteration 66Q: 3 clusters Score -1.605425e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 101371 members 
Entering Unmasked Estep 
Score: -16054308.000000 Penalty: 5770.372070
	Iteration 67Q: 3 clusters Score -1.605431e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -16054313.000000 Penalty: 5770.372070
	Iteration 68Q: 3 clusters Score -1.605431e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 102104 members 
Entering Unmasked Estep 
Score: -16054344.000000 Penalty: 5770.372070
	Iteration 69Q: 3 clusters Score -1.605434e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 102433 members 
Entering Unmasked Estep 
Score: -16054393.000000 Penalty: 5770.372070
	Iteration 70Q: 3 clusters Score -1.605439e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 102761 members 
Entering Unmasked Estep 
Score: -16054475.000000 Penalty: 5770.372070
	Iteration 71Q: 3 clusters Score -1.605448e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -16054501.000000 Penalty: 5770.372070
	Iteration 72Q: 3 clusters Score -1.60545e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -16054563.000000 Penalty: 5770.372070
	Iteration 73Q: 3 clusters Score -1.605456e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -16054631.000000 Penalty: 5770.372070
	Iteration 74Q: 3 clusters Score -1.605463e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 103995 members 
Entering Unmasked Estep 
Score: -16054603.000000 Penalty: 5770.372070
	Iteration 75Q: 3 clusters Score -1.60546e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -16054645.000000 Penalty: 5770.372070
	Iteration 76Q: 3 clusters Score -1.605464e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 104531 members 
Entering Unmasked Estep 
Score: -16054596.000000 Penalty: 5770.372070
	Iteration 77Q: 3 clusters Score -1.60546e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 104785 members 
Entering Unmasked Estep 
Score: -16054591.000000 Penalty: 5770.372070
	Iteration 78Q: 3 clusters Score -1.605459e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 105051 members 
Entering Unmasked Estep 
Score: -16054553.000000 Penalty: 5770.372070
	Iteration 79Q: 3 clusters Score -1.605455e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 105310 members 
Entering Unmasked Estep 
Score: -16054527.000000 Penalty: 5770.372070
	Iteration 80F: 3 clusters Score -1.605453e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -16054569.000000 Penalty: 5770.372070
	Iteration 81Q: 3 clusters Score -1.605457e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 105727 members 
Entering Unmasked Estep 
Score: -16054556.000000 Penalty: 5770.372070
	Iteration 82Q: 3 clusters Score -1.605456e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 105915 members 
Entering Unmasked Estep 
Score: -16054538.000000 Penalty: 5770.372070
	Iteration 83Q: 3 clusters Score -1.605454e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 106085 members 
Entering Unmasked Estep 
Score: -16054573.000000 Penalty: 5770.372070
	Iteration 84Q: 3 clusters Score -1.605457e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 106249 members 
Entering Unmasked Estep 
Score: -16054548.000000 Penalty: 5770.372070
	Iteration 85Q: 3 clusters Score -1.605455e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -16054514.000000 Penalty: 5770.372070
	Iteration 86Q: 3 clusters Score -1.605451e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 106548 members 
Entering Unmasked Estep 
Score: -16054506.000000 Penalty: 5770.372070
	Iteration 87Q: 3 clusters Score -1.605451e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 106680 members 
Entering Unmasked Estep 
Score: -16054478.000000 Penalty: 5770.372070
	Iteration 88Q: 3 clusters Score -1.605448e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -16054498.000000 Penalty: 5770.372070
	Iteration 89Q: 3 clusters Score -1.60545e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 106920 members 
Entering Unmasked Estep 
Score: -16054465.000000 Penalty: 5770.372070
	Iteration 90Q: 3 clusters Score -1.605446e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 107018 members 
Entering Unmasked Estep 
Score: -16054475.000000 Penalty: 5770.372070
	Iteration 91Q: 3 clusters Score -1.605448e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 107107 members 
Entering Unmasked Estep 
Score: -16054470.000000 Penalty: 5770.372070
	Iteration 92Q: 3 clusters Score -1.605447e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 107202 members 
Entering Unmasked Estep 
Score: -16054442.000000 Penalty: 5770.372070
	Iteration 93Q: 3 clusters Score -1.605444e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -16054452.000000 Penalty: 5770.372070
	Iteration 94Q: 3 clusters Score -1.605445e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 107396 members 
Entering Unmasked Estep 
Score: -16054459.000000 Penalty: 5770.372070
	Iteration 95Q: 3 clusters Score -1.605446e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 107495 members 
Entering Unmasked Estep 
Score: -16054446.000000 Penalty: 5770.372070
	Iteration 96Q: 3 clusters Score -1.605445e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 107582 members 
Entering Unmasked Estep 
Score: -16054441.000000 Penalty: 5770.372070
	Iteration 97Q: 3 clusters Score -1.605444e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 107642 members 
Entering Unmasked Estep 
Score: -16054423.000000 Penalty: 5770.372070
	Iteration 98Q: 3 clusters Score -1.605442e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 107697 members 
Entering Unmasked Estep 
Score: -16054388.000000 Penalty: 5770.372070
	Iteration 99Q: 3 clusters Score -1.605439e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -16054393.000000 Penalty: 5770.372070
	Iteration 100F: 3 clusters Score -1.605439e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -16054389.000000 Penalty: 5770.372070
	Iteration 101Q: 3 clusters Score -1.605439e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 107799 members 
Entering Unmasked Estep 
Score: -16054386.000000 Penalty: 5770.372070
	Iteration 102Q: 3 clusters Score -1.605439e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -16054400.000000 Penalty: 5770.372070
	Iteration 103Q: 3 clusters Score -1.60544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -16054397.000000 Penalty: 5770.372070
	Iteration 104Q: 3 clusters Score -1.60544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 107843 members 
Entering Unmasked Estep 
Score: -16054409.000000 Penalty: 5770.372070
	Iteration 105Q: 3 clusters Score -1.605441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 107858 members 
Entering Unmasked Estep 
Score: -16054419.000000 Penalty: 5770.372070
	Iteration 106Q: 3 clusters Score -1.605442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 107873 members 
Entering Unmasked Estep 
Score: -16054422.000000 Penalty: 5770.372070
	Iteration 107Q: 3 clusters Score -1.605442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 107884 members 
Entering Unmasked Estep 
Score: -16054413.000000 Penalty: 5770.372070
	Iteration 108Q: 3 clusters Score -1.605441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 107894 members 
Entering Unmasked Estep 
Score: -16054415.000000 Penalty: 5770.372070
	Iteration 109Q: 3 clusters Score -1.605442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 107902 members 
Entering Unmasked Estep 
Score: -16054417.000000 Penalty: 5770.372070
	Iteration 110Q: 3 clusters Score -1.605442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -16054432.000000 Penalty: 5770.372070
	Iteration 111Q: 3 clusters Score -1.605443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -16054434.000000 Penalty: 5770.372070
	Iteration 112Q: 3 clusters Score -1.605443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 107921 members 
Entering Unmasked Estep 
Score: -16054453.000000 Penalty: 5770.372070
	Iteration 113Q: 3 clusters Score -1.605445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -16054454.000000 Penalty: 5770.372070
	Iteration 114Q: 3 clusters Score -1.605445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 107939 members 
Entering Unmasked Estep 
Score: -16054443.000000 Penalty: 5770.372070
	Iteration 115Q: 3 clusters Score -1.605444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -16054440.000000 Penalty: 5770.372070
	Iteration 116Q: 3 clusters Score -1.605444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 107948 members 
Entering Unmasked Estep 
Score: -16054436.000000 Penalty: 5770.372070
	Iteration 117Q: 3 clusters Score -1.605444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 107951 members 
Entering Unmasked Estep 
Score: -16054447.000000 Penalty: 5770.372070
	Iteration 118Q: 3 clusters Score -1.605445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 107953 members 
Entering Unmasked Estep 
Score: -16054442.000000 Penalty: 5770.372070
	Iteration 119Q: 3 clusters Score -1.605444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
Score: -16054440.000000 Penalty: 5770.372070
	Iteration 120F: 3 clusters Score -1.605444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 107955 members 
Entering Unmasked Estep 
Score: -16054442.000000 Penalty: 5770.372070
	Iteration 121Q: 3 clusters Score -1.605444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 107955 members 
Entering Unmasked Estep 
Score: -16054442.000000 Penalty: 5770.372070
	Iteration 122F: 3 clusters Score -1.605444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 4895 members 
Mstep: Class 4 contains 164478 members 
Mstep: Class 5 contains 5189 members 
Mstep: Class 6 contains 40832 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 109782 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36311 members 
Mstep: Class 12 contains 126551 members 
Mstep: Class 13 contains 27152 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39298 members 
Mstep: Class 16 contains 108309 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 155885 members 
Mstep: Class 20 contains 7653 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 107955 members 
Entering Unmasked Estep 
Score: -147117584.000000 Penalty: 79126.429688
Splitting cluster 3 changes total score from -147118208.000000 to -147117584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (164478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164478 members 
Entering Unmasked Estep 
Score: -23048198.000000 Penalty: 2978.612061
	Iteration 0F: 2 clusters Score -2.30482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 82350 members 
Entering Unmasked Estep 
Score: -22944248.000000 Penalty: 5957.224121
	Iteration 0F: 3 clusters Score -2.294425e+07 nChanged 78811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
Score: -22990234.000000 Penalty: 5957.224121
	Iteration 1F: 3 clusters Score -2.299023e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -22991922.000000 Penalty: 5957.224121
	Iteration 2Q: 3 clusters Score -2.299192e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 92364 members 
Entering Unmasked Estep 
Score: -22994270.000000 Penalty: 5957.224121
	Iteration 3Q: 3 clusters Score -2.299427e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -22997844.000000 Penalty: 5957.224121
	Iteration 4F: 3 clusters Score -2.299784e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 104723 members 
Entering Unmasked Estep 
Score: -23003596.000000 Penalty: 5957.224121
	Iteration 5F: 3 clusters Score -2.30036e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 113627 members 
Entering Unmasked Estep 
Score: -23011276.000000 Penalty: 5957.224121
	Iteration 6F: 3 clusters Score -2.301128e+07 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 123799 members 
Entering Unmasked Estep 
Score: -23020828.000000 Penalty: 5957.224121
	Iteration 7F: 3 clusters Score -2.302083e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 133615 members 
Entering Unmasked Estep 
Score: -23030602.000000 Penalty: 5957.224121
	Iteration 8F: 3 clusters Score -2.30306e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 141257 members 
Entering Unmasked Estep 
Score: -23038600.000000 Penalty: 5957.224121
	Iteration 9F: 3 clusters Score -2.30386e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 146140 members 
Entering Unmasked Estep 
Score: -23043692.000000 Penalty: 5957.224121
	Iteration 10Q: 3 clusters Score -2.304369e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 149094 members 
Entering Unmasked Estep 
Score: -23046540.000000 Penalty: 5957.224121
	Iteration 11Q: 3 clusters Score -2.304654e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 151070 members 
Entering Unmasked Estep 
Score: -23047860.000000 Penalty: 5957.224121
	Iteration 12Q: 3 clusters Score -2.304786e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 152685 members 
Entering Unmasked Estep 
Score: -23048330.000000 Penalty: 5957.224121
	Iteration 13Q: 3 clusters Score -2.304833e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 153957 members 
Entering Unmasked Estep 
Score: -23048598.000000 Penalty: 5957.224121
	Iteration 14Q: 3 clusters Score -2.30486e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 154986 members 
Entering Unmasked Estep 
Score: -23048666.000000 Penalty: 5957.224121
	Iteration 15Q: 3 clusters Score -2.304867e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 155848 members 
Entering Unmasked Estep 
Score: -23048706.000000 Penalty: 5957.224121
	Iteration 16Q: 3 clusters Score -2.304871e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 156537 members 
Entering Unmasked Estep 
Score: -23048556.000000 Penalty: 5957.224121
	Iteration 17Q: 3 clusters Score -2.304856e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 157153 members 
Entering Unmasked Estep 
Score: -23048466.000000 Penalty: 5957.224121
	Iteration 18Q: 3 clusters Score -2.304847e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 157651 members 
Entering Unmasked Estep 
Score: -23048376.000000 Penalty: 5957.224121
	Iteration 19Q: 3 clusters Score -2.304838e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 158074 members 
Entering Unmasked Estep 
Score: -23048316.000000 Penalty: 5957.224121
	Iteration 20F: 3 clusters Score -2.304832e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 158465 members 
Entering Unmasked Estep 
Score: -23048254.000000 Penalty: 5957.224121
	Iteration 21Q: 3 clusters Score -2.304825e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 158812 members 
Entering Unmasked Estep 
Score: -23048140.000000 Penalty: 5957.224121
	Iteration 22Q: 3 clusters Score -2.304814e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -23048024.000000 Penalty: 5957.224121
	Iteration 23Q: 3 clusters Score -2.304802e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 159340 members 
Entering Unmasked Estep 
Score: -23047928.000000 Penalty: 5957.224121
	Iteration 24Q: 3 clusters Score -2.304793e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 159550 members 
Entering Unmasked Estep 
Score: -23047838.000000 Penalty: 5957.224121
	Iteration 25Q: 3 clusters Score -2.304784e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 159719 members 
Entering Unmasked Estep 
Score: -23047778.000000 Penalty: 5957.224121
	Iteration 26Q: 3 clusters Score -2.304778e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 159861 members 
Entering Unmasked Estep 
Score: -23047730.000000 Penalty: 5957.224121
	Iteration 27Q: 3 clusters Score -2.304773e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 160002 members 
Entering Unmasked Estep 
Score: -23047620.000000 Penalty: 5957.224121
	Iteration 28Q: 3 clusters Score -2.304762e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 160135 members 
Entering Unmasked Estep 
Score: -23047584.000000 Penalty: 5957.224121
	Iteration 29Q: 3 clusters Score -2.304758e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -23047594.000000 Penalty: 5957.224121
	Iteration 30Q: 3 clusters Score -2.304759e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 160318 members 
Entering Unmasked Estep 
Score: -23047586.000000 Penalty: 5957.224121
	Iteration 31Q: 3 clusters Score -2.304759e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 160400 members 
Entering Unmasked Estep 
Score: -23047574.000000 Penalty: 5957.224121
	Iteration 32Q: 3 clusters Score -2.304757e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -23047524.000000 Penalty: 5957.224121
	Iteration 33Q: 3 clusters Score -2.304752e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 160576 members 
Entering Unmasked Estep 
Score: -23047460.000000 Penalty: 5957.224121
	Iteration 34Q: 3 clusters Score -2.304746e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 160664 members 
Entering Unmasked Estep 
Score: -23047486.000000 Penalty: 5957.224121
	Iteration 35Q: 3 clusters Score -2.304749e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 160732 members 
Entering Unmasked Estep 
Score: -23047450.000000 Penalty: 5957.224121
	Iteration 36Q: 3 clusters Score -2.304745e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 160806 members 
Entering Unmasked Estep 
Score: -23047388.000000 Penalty: 5957.224121
	Iteration 37Q: 3 clusters Score -2.304739e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 160878 members 
Entering Unmasked Estep 
Score: -23047374.000000 Penalty: 5957.224121
	Iteration 38Q: 3 clusters Score -2.304737e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 160937 members 
Entering Unmasked Estep 
Score: -23047358.000000 Penalty: 5957.224121
	Iteration 39Q: 3 clusters Score -2.304736e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 160990 members 
Entering Unmasked Estep 
Score: -23047350.000000 Penalty: 5957.224121
	Iteration 40F: 3 clusters Score -2.304735e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 161032 members 
Entering Unmasked Estep 
Score: -23047342.000000 Penalty: 5957.224121
	Iteration 41Q: 3 clusters Score -2.304734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 161071 members 
Entering Unmasked Estep 
Score: -23047330.000000 Penalty: 5957.224121
	Iteration 42Q: 3 clusters Score -2.304733e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 161115 members 
Entering Unmasked Estep 
Score: -23047332.000000 Penalty: 5957.224121
	Iteration 43Q: 3 clusters Score -2.304733e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 161154 members 
Entering Unmasked Estep 
Score: -23047322.000000 Penalty: 5957.224121
	Iteration 44Q: 3 clusters Score -2.304732e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 161181 members 
Entering Unmasked Estep 
Score: -23047308.000000 Penalty: 5957.224121
	Iteration 45Q: 3 clusters Score -2.304731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 161198 members 
Entering Unmasked Estep 
Score: -23047294.000000 Penalty: 5957.224121
	Iteration 46Q: 3 clusters Score -2.304729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 161210 members 
Entering Unmasked Estep 
Score: -23047306.000000 Penalty: 5957.224121
	Iteration 47Q: 3 clusters Score -2.304731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 161217 members 
Entering Unmasked Estep 
Score: -23047300.000000 Penalty: 5957.224121
	Iteration 48Q: 3 clusters Score -2.30473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 161224 members 
Entering Unmasked Estep 
Score: -23047302.000000 Penalty: 5957.224121
	Iteration 49Q: 3 clusters Score -2.30473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 161235 members 
Entering Unmasked Estep 
Score: -23047292.000000 Penalty: 5957.224121
	Iteration 50Q: 3 clusters Score -2.304729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 161250 members 
Entering Unmasked Estep 
Score: -23047304.000000 Penalty: 5957.224121
	Iteration 51Q: 3 clusters Score -2.30473e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -23047308.000000 Penalty: 5957.224121
	Iteration 52Q: 3 clusters Score -2.304731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -23047320.000000 Penalty: 5957.224121
	Iteration 53Q: 3 clusters Score -2.304732e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 161306 members 
Entering Unmasked Estep 
Score: -23047318.000000 Penalty: 5957.224121
	Iteration 54Q: 3 clusters Score -2.304732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 161324 members 
Entering Unmasked Estep 
Score: -23047310.000000 Penalty: 5957.224121
	Iteration 55Q: 3 clusters Score -2.304731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 161340 members 
Entering Unmasked Estep 
Score: -23047314.000000 Penalty: 5957.224121
	Iteration 56Q: 3 clusters Score -2.304731e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 161358 members 
Entering Unmasked Estep 
Score: -23047328.000000 Penalty: 5957.224121
	Iteration 57Q: 3 clusters Score -2.304733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 161373 members 
Entering Unmasked Estep 
Score: -23047328.000000 Penalty: 5957.224121
	Iteration 58Q: 3 clusters Score -2.304733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 161389 members 
Entering Unmasked Estep 
Score: -23047338.000000 Penalty: 5957.224121
	Iteration 59Q: 3 clusters Score -2.304734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 161399 members 
Entering Unmasked Estep 
Score: -23047340.000000 Penalty: 5957.224121
	Iteration 60F: 3 clusters Score -2.304734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 161413 members 
Entering Unmasked Estep 
Score: -23047326.000000 Penalty: 5957.224121
	Iteration 61Q: 3 clusters Score -2.304733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 161425 members 
Entering Unmasked Estep 
Score: -23047312.000000 Penalty: 5957.224121
	Iteration 62Q: 3 clusters Score -2.304731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 161437 members 
Entering Unmasked Estep 
Score: -23047294.000000 Penalty: 5957.224121
	Iteration 63Q: 3 clusters Score -2.304729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 161450 members 
Entering Unmasked Estep 
Score: -23047276.000000 Penalty: 5957.224121
	Iteration 64Q: 3 clusters Score -2.304728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 161461 members 
Entering Unmasked Estep 
Score: -23047264.000000 Penalty: 5957.224121
	Iteration 65Q: 3 clusters Score -2.304726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 161473 members 
Entering Unmasked Estep 
Score: -23047256.000000 Penalty: 5957.224121
	Iteration 66Q: 3 clusters Score -2.304726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 161483 members 
Entering Unmasked Estep 
Score: -23047248.000000 Penalty: 5957.224121
	Iteration 67Q: 3 clusters Score -2.304725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 161495 members 
Entering Unmasked Estep 
Score: -23047228.000000 Penalty: 5957.224121
	Iteration 68Q: 3 clusters Score -2.304723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 161509 members 
Entering Unmasked Estep 
Score: -23047216.000000 Penalty: 5957.224121
	Iteration 69Q: 3 clusters Score -2.304722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 161521 members 
Entering Unmasked Estep 
Score: -23047204.000000 Penalty: 5957.224121
	Iteration 70Q: 3 clusters Score -2.30472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 161537 members 
Entering Unmasked Estep 
Score: -23047198.000000 Penalty: 5957.224121
	Iteration 71Q: 3 clusters Score -2.30472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 161551 members 
Entering Unmasked Estep 
Score: -23047184.000000 Penalty: 5957.224121
	Iteration 72Q: 3 clusters Score -2.304718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -23047190.000000 Penalty: 5957.224121
	Iteration 73Q: 3 clusters Score -2.304719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 161575 members 
Entering Unmasked Estep 
Score: -23047174.000000 Penalty: 5957.224121
	Iteration 74Q: 3 clusters Score -2.304717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 161586 members 
Entering Unmasked Estep 
Score: -23047154.000000 Penalty: 5957.224121
	Iteration 75Q: 3 clusters Score -2.304715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 161593 members 
Entering Unmasked Estep 
Score: -23047154.000000 Penalty: 5957.224121
	Iteration 76Q: 3 clusters Score -2.304715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 161600 members 
Entering Unmasked Estep 
Score: -23047146.000000 Penalty: 5957.224121
	Iteration 77Q: 3 clusters Score -2.304715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 161609 members 
Entering Unmasked Estep 
Score: -23047136.000000 Penalty: 5957.224121
	Iteration 78Q: 3 clusters Score -2.304714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 161620 members 
Entering Unmasked Estep 
Score: -23047128.000000 Penalty: 5957.224121
	Iteration 79Q: 3 clusters Score -2.304713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 161627 members 
Entering Unmasked Estep 
Score: -23047122.000000 Penalty: 5957.224121
	Iteration 80F: 3 clusters Score -2.304712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 161634 members 
Entering Unmasked Estep 
Score: -23047116.000000 Penalty: 5957.224121
	Iteration 81Q: 3 clusters Score -2.304712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 161641 members 
Entering Unmasked Estep 
Score: -23047120.000000 Penalty: 5957.224121
	Iteration 82Q: 3 clusters Score -2.304712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 161644 members 
Entering Unmasked Estep 
Score: -23047118.000000 Penalty: 5957.224121
	Iteration 83Q: 3 clusters Score -2.304712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 161646 members 
Entering Unmasked Estep 
Score: -23047110.000000 Penalty: 5957.224121
	Iteration 84Q: 3 clusters Score -2.304711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 161646 members 
Entering Unmasked Estep 
Score: -23047110.000000 Penalty: 5957.224121
	Iteration 85F: 3 clusters Score -2.304711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Entering Unmasked Estep 
Score: -728760.437500 Penalty: 2121.465576
	Iteration 0F: 2 clusters Score -728760.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -724138.437500 Penalty: 4242.931152
	Iteration 0F: 3 clusters Score -724138.4 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -725362.437500 Penalty: 4242.931152
	Iteration 1F: 3 clusters Score -725362.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -725775.000000 Penalty: 4242.931152
	Iteration 2F: 3 clusters Score -725775 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -726098.312500 Penalty: 4242.931152
	Iteration 3F: 3 clusters Score -726098.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -726331.812500 Penalty: 4242.931152
	Iteration 4F: 3 clusters Score -726331.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -726539.062500 Penalty: 4242.931152
	Iteration 5F: 3 clusters Score -726539.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -726756.625000 Penalty: 4242.931152
	Iteration 6F: 3 clusters Score -726756.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -727006.437500 Penalty: 4242.931152
	Iteration 7F: 3 clusters Score -727006.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -727317.125000 Penalty: 4242.931152
	Iteration 8F: 3 clusters Score -727317.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -727664.500000 Penalty: 4242.931152
	Iteration 9F: 3 clusters Score -727664.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -728053.312500 Penalty: 4242.931152
	Iteration 10Q: 3 clusters Score -728053.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -728424.125000 Penalty: 4242.931152
	Iteration 11Q: 3 clusters Score -728424.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -728700.750000 Penalty: 4242.931152
	Iteration 12Q: 3 clusters Score -728700.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -728854.187500 Penalty: 4242.931152
	Iteration 13Q: 3 clusters Score -728854.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -728892.937500 Penalty: 4242.931152
	Iteration 14Q: 3 clusters Score -728892.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -728905.125000 Penalty: 4242.931152
	Iteration 15Q: 3 clusters Score -728905.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -728910.562500 Penalty: 4242.931152
	Iteration 16Q: 3 clusters Score -728910.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -728909.875000 Penalty: 4242.931152
	Iteration 17Q: 3 clusters Score -728909.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -728911.875000 Penalty: 4242.931152
	Iteration 18Q: 3 clusters Score -728911.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -728911.875000 Penalty: 4242.931152
	Iteration 19F: 3 clusters Score -728911.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 112850 members 
Mstep: Class 4 contains 164478 members 
Mstep: Class 5 contains 920 members 
Mstep: Class 6 contains 40832 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 109782 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36311 members 
Mstep: Class 12 contains 126551 members 
Mstep: Class 13 contains 27152 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39298 members 
Mstep: Class 16 contains 108309 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 155885 members 
Mstep: Class 20 contains 7653 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
Score: -147117568.000000 Penalty: 79126.429688
Splitting cluster 5 changes total score from -147118208.000000 to -147117568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (40832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Entering Unmasked Estep 
Score: -5834069.000000 Penalty: 2633.071045
	Iteration 0F: 2 clusters Score -5834069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -5806316.500000 Penalty: 5266.142090
	Iteration 0F: 3 clusters Score -5806316 nChanged 18645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -5816534.500000 Penalty: 5266.142090
	Iteration 1F: 3 clusters Score -5816534 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -5816995.000000 Penalty: 5266.142090
	Iteration 2Q: 3 clusters Score -5816995 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -5817439.500000 Penalty: 5266.142090
	Iteration 3Q: 3 clusters Score -5817440 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -5817972.000000 Penalty: 5266.142090
	Iteration 4Q: 3 clusters Score -5817972 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5818712.500000 Penalty: 5266.142090
	Iteration 5Q: 3 clusters Score -5818712 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -5819743.000000 Penalty: 5266.142090
	Iteration 6Q: 3 clusters Score -5819743 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -5821229.000000 Penalty: 5266.142090
	Iteration 7F: 3 clusters Score -5821229 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -5823154.000000 Penalty: 5266.142090
	Iteration 8F: 3 clusters Score -5823154 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -5825590.000000 Penalty: 5266.142090
	Iteration 9F: 3 clusters Score -5825590 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -5827998.500000 Penalty: 5266.142090
	Iteration 10F: 3 clusters Score -5827998 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -5829787.000000 Penalty: 5266.142090
	Iteration 11Q: 3 clusters Score -5829787 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -5830801.000000 Penalty: 5266.142090
	Iteration 12Q: 3 clusters Score -5830801 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -5831322.500000 Penalty: 5266.142090
	Iteration 13Q: 3 clusters Score -5831322 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -5831547.000000 Penalty: 5266.142090
	Iteration 14Q: 3 clusters Score -5831547 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -5831654.000000 Penalty: 5266.142090
	Iteration 15Q: 3 clusters Score -5831654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -5831695.000000 Penalty: 5266.142090
	Iteration 16Q: 3 clusters Score -5831695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -5831730.000000 Penalty: 5266.142090
	Iteration 17Q: 3 clusters Score -5831730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -5831756.000000 Penalty: 5266.142090
	Iteration 18Q: 3 clusters Score -5831756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -5831766.000000 Penalty: 5266.142090
	Iteration 19Q: 3 clusters Score -5831766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5831771.000000 Penalty: 5266.142090
	Iteration 20F: 3 clusters Score -5831771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5831782.000000 Penalty: 5266.142090
	Iteration 21Q: 3 clusters Score -5831782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -5831788.500000 Penalty: 5266.142090
	Iteration 22Q: 3 clusters Score -5831788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -5831808.000000 Penalty: 5266.142090
	Iteration 23Q: 3 clusters Score -5831808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -5831808.500000 Penalty: 5266.142090
	Iteration 24Q: 3 clusters Score -5831808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -5831813.000000 Penalty: 5266.142090
	Iteration 25Q: 3 clusters Score -5831813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5831815.500000 Penalty: 5266.142090
	Iteration 26Q: 3 clusters Score -5831816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5831813.000000 Penalty: 5266.142090
	Iteration 27Q: 3 clusters Score -5831813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5831820.000000 Penalty: 5266.142090
	Iteration 28Q: 3 clusters Score -5831820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -5831818.000000 Penalty: 5266.142090
	Iteration 29Q: 3 clusters Score -5831818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -5831818.000000 Penalty: 5266.142090
	Iteration 30F: 3 clusters Score -5831818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -326622.218750 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -326622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -323775.500000 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -323775.5 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -324334.000000 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -324334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -324489.281250 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -324489.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -324576.500000 Penalty: 3852.562988
	Iteration 3Q: 3 clusters Score -324576.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -324644.750000 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -324644.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -324766.718750 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -324766.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -325031.218750 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -325031.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -325278.187500 Penalty: 3852.562988
	Iteration 7F: 3 clusters Score -325278.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -325454.656250 Penalty: 3852.562988
	Iteration 8F: 3 clusters Score -325454.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -325617.125000 Penalty: 3852.562988
	Iteration 9F: 3 clusters Score -325617.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -325776.375000 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -325776.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -325882.187500 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -325882.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -325952.625000 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -325952.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -326000.062500 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -326000.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -326028.906250 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -326028.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -326045.718750 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -326045.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -326052.843750 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -326052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -326058.531250 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -326058.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -326063.562500 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -326063.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -326067.531250 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -326067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -326072.156250 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -326072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (109782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109782 members 
Entering Unmasked Estep 
Score: -15664205.000000 Penalty: 2878.350342
	Iteration 0F: 2 clusters Score -1.56642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -15591239.000000 Penalty: 5756.700684
	Iteration 0F: 3 clusters Score -1.559124e+07 nChanged 52040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -15621105.000000 Penalty: 5756.700684
	Iteration 1F: 3 clusters Score -1.56211e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -15622343.000000 Penalty: 5756.700684
	Iteration 2Q: 3 clusters Score -1.562234e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -15624054.000000 Penalty: 5756.700684
	Iteration 3Q: 3 clusters Score -1.562405e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -15626882.000000 Penalty: 5756.700684
	Iteration 4F: 3 clusters Score -1.562688e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -15631499.000000 Penalty: 5756.700684
	Iteration 5F: 3 clusters Score -1.56315e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 84387 members 
Entering Unmasked Estep 
Score: -15638233.000000 Penalty: 5756.700684
	Iteration 6F: 3 clusters Score -1.563823e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -15646333.000000 Penalty: 5756.700684
	Iteration 7F: 3 clusters Score -1.564633e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -15653904.000000 Penalty: 5756.700684
	Iteration 8F: 3 clusters Score -1.56539e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 106120 members 
Entering Unmasked Estep 
Score: -15658378.000000 Penalty: 5756.700684
	Iteration 9Q: 3 clusters Score -1.565838e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 108328 members 
Entering Unmasked Estep 
Score: -15660336.000000 Penalty: 5756.700684
	Iteration 10Q: 3 clusters Score -1.566034e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 109113 members 
Entering Unmasked Estep 
Score: -15661101.000000 Penalty: 5756.700684
	Iteration 11Q: 3 clusters Score -1.56611e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -15661418.000000 Penalty: 5756.700684
	Iteration 12Q: 3 clusters Score -1.566142e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 109449 members 
Entering Unmasked Estep 
Score: -15661561.000000 Penalty: 5756.700684
	Iteration 13Q: 3 clusters Score -1.566156e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 109492 members 
Entering Unmasked Estep 
Score: -15661638.000000 Penalty: 5756.700684
	Iteration 14Q: 3 clusters Score -1.566164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 109513 members 
Entering Unmasked Estep 
Score: -15661668.000000 Penalty: 5756.700684
	Iteration 15Q: 3 clusters Score -1.566167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 109524 members 
Entering Unmasked Estep 
Score: -15661709.000000 Penalty: 5756.700684
	Iteration 16Q: 3 clusters Score -1.566171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 109535 members 
Entering Unmasked Estep 
Score: -15661701.000000 Penalty: 5756.700684
	Iteration 17Q: 3 clusters Score -1.56617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 109537 members 
Entering Unmasked Estep 
Score: -15661715.000000 Penalty: 5756.700684
	Iteration 18Q: 3 clusters Score -1.566172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 109542 members 
Entering Unmasked Estep 
Score: -15661722.000000 Penalty: 5756.700684
	Iteration 19Q: 3 clusters Score -1.566172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 109544 members 
Entering Unmasked Estep 
Score: -15661734.000000 Penalty: 5756.700684
	Iteration 20F: 3 clusters Score -1.566173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -74522.226562 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -74522.23 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 307 members 
Entering Unmasked Estep 
Score: -72954.218750 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -72954.22 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -73201.281250 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -73201.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73324.890625 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -73324.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73415.367188 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -73415.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73467.804688 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -73467.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73507.429688 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -73507.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73544.820312 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -73544.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73593.242188 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -73593.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73725.851562 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -73725.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73834.414062 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -73834.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73925.804688 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -73925.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -73995.656250 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -73995.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74058.656250 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -74058.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74107.156250 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -74107.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74184.195312 Penalty: 3169.559326
	Iteration 14Q: 3 clusters Score -74184.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74252.875000 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -74252.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74298.437500 Penalty: 3169.559326
	Iteration 16Q: 3 clusters Score -74298.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -74326.492188 Penalty: 3169.559326
	Iteration 17Q: 3 clusters Score -74326.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -74367.031250 Penalty: 3169.559326
	Iteration 18Q: 3 clusters Score -74367.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74426.968750 Penalty: 3169.559326
	Iteration 19Q: 3 clusters Score -74426.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74632.140625 Penalty: 3169.559326
	Iteration 20F: 3 clusters Score -74632.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74819.953125 Penalty: 3169.559326
	Iteration 21Q: 3 clusters Score -74819.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74819.953125 Penalty: 3169.559326
	Iteration 22F: 3 clusters Score -74819.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 112850 members 
Mstep: Class 4 contains 164478 members 
Mstep: Class 5 contains 5189 members 
Mstep: Class 6 contains 40832 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 109782 members 
Mstep: Class 9 contains 332 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36311 members 
Mstep: Class 12 contains 126551 members 
Mstep: Class 13 contains 27152 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39298 members 
Mstep: Class 16 contains 108309 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 155885 members 
Mstep: Class 20 contains 7653 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
Score: -147117072.000000 Penalty: 79126.429688
Splitting cluster 9 changes total score from -147118208.000000 to -147117072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -154847.062500 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -154847.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152832.125000 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -152832.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -153211.265625 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -153211.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -153417.687500 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -153417.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -153522.421875 Penalty: 3478.902100
	Iteration 3F: 3 clusters Score -153522.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -153584.984375 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -153585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -153636.359375 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -153636.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -153668.796875 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -153668.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -153690.562500 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -153690.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -153714.453125 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -153714.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -153743.375000 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -153743.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -153760.531250 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -153760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -153767.640625 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -153767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -153772.921875 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -153772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -153777.796875 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -153777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -153784.125000 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -153784.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -153790.015625 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -153790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -153790.015625 Penalty: 3478.902100
	Iteration 16F: 3 clusters Score -153790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Entering Unmasked Estep 
Score: -5189507.000000 Penalty: 2603.969238
	Iteration 0F: 2 clusters Score -5189507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -5164635.500000 Penalty: 5207.938477
	Iteration 0F: 3 clusters Score -5164636 nChanged 16616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -5173760.500000 Penalty: 5207.938477
	Iteration 1F: 3 clusters Score -5173760 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5174238.500000 Penalty: 5207.938477
	Iteration 2Q: 3 clusters Score -5174238 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -5174775.000000 Penalty: 5207.938477
	Iteration 3Q: 3 clusters Score -5174775 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -5175431.500000 Penalty: 5207.938477
	Iteration 4Q: 3 clusters Score -5175432 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5176252.000000 Penalty: 5207.938477
	Iteration 5Q: 3 clusters Score -5176252 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -5177413.500000 Penalty: 5207.938477
	Iteration 6F: 3 clusters Score -5177414 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -5178925.500000 Penalty: 5207.938477
	Iteration 7F: 3 clusters Score -5178926 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -5180678.500000 Penalty: 5207.938477
	Iteration 8F: 3 clusters Score -5180678 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -5182475.500000 Penalty: 5207.938477
	Iteration 9F: 3 clusters Score -5182476 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -5183761.500000 Penalty: 5207.938477
	Iteration 10Q: 3 clusters Score -5183762 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -5184614.000000 Penalty: 5207.938477
	Iteration 11Q: 3 clusters Score -5184614 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -5185144.000000 Penalty: 5207.938477
	Iteration 12Q: 3 clusters Score -5185144 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -5185517.000000 Penalty: 5207.938477
	Iteration 13Q: 3 clusters Score -5185517 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -5185836.000000 Penalty: 5207.938477
	Iteration 14Q: 3 clusters Score -5185836 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -5186036.000000 Penalty: 5207.938477
	Iteration 15Q: 3 clusters Score -5186036 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -5186211.500000 Penalty: 5207.938477
	Iteration 16Q: 3 clusters Score -5186212 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -5186352.500000 Penalty: 5207.938477
	Iteration 17Q: 3 clusters Score -5186352 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -5186468.000000 Penalty: 5207.938477
	Iteration 18Q: 3 clusters Score -5186468 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -5186555.000000 Penalty: 5207.938477
	Iteration 19Q: 3 clusters Score -5186555 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -5186640.000000 Penalty: 5207.938477
	Iteration 20F: 3 clusters Score -5186640 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -5186719.000000 Penalty: 5207.938477
	Iteration 21Q: 3 clusters Score -5186719 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -5186789.500000 Penalty: 5207.938477
	Iteration 22Q: 3 clusters Score -5186790 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -5186820.500000 Penalty: 5207.938477
	Iteration 23Q: 3 clusters Score -5186820 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -5186870.000000 Penalty: 5207.938477
	Iteration 24Q: 3 clusters Score -5186870 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -5186912.000000 Penalty: 5207.938477
	Iteration 25Q: 3 clusters Score -5186912 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -5186945.500000 Penalty: 5207.938477
	Iteration 26Q: 3 clusters Score -5186946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -5186968.000000 Penalty: 5207.938477
	Iteration 27Q: 3 clusters Score -5186968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -5186991.500000 Penalty: 5207.938477
	Iteration 28Q: 3 clusters Score -5186992 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -5187014.000000 Penalty: 5207.938477
	Iteration 29Q: 3 clusters Score -5187014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -5187055.000000 Penalty: 5207.938477
	Iteration 30Q: 3 clusters Score -5187055 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -5187081.000000 Penalty: 5207.938477
	Iteration 31Q: 3 clusters Score -5187081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -5187088.000000 Penalty: 5207.938477
	Iteration 32Q: 3 clusters Score -5187088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -5187104.000000 Penalty: 5207.938477
	Iteration 33Q: 3 clusters Score -5187104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -5187104.000000 Penalty: 5207.938477
	Iteration 34Q: 3 clusters Score -5187104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -5187113.000000 Penalty: 5207.938477
	Iteration 35Q: 3 clusters Score -5187113 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -5187130.000000 Penalty: 5207.938477
	Iteration 36Q: 3 clusters Score -5187130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -5187145.000000 Penalty: 5207.938477
	Iteration 37Q: 3 clusters Score -5187145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -5187144.500000 Penalty: 5207.938477
	Iteration 38Q: 3 clusters Score -5187144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -5187161.000000 Penalty: 5207.938477
	Iteration 39Q: 3 clusters Score -5187161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -5187187.000000 Penalty: 5207.938477
	Iteration 40F: 3 clusters Score -5187187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -5187190.000000 Penalty: 5207.938477
	Iteration 41Q: 3 clusters Score -5187190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -5187193.500000 Penalty: 5207.938477
	Iteration 42Q: 3 clusters Score -5187194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -5187196.000000 Penalty: 5207.938477
	Iteration 43Q: 3 clusters Score -5187196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -5187198.500000 Penalty: 5207.938477
	Iteration 44Q: 3 clusters Score -5187198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -5187204.000000 Penalty: 5207.938477
	Iteration 45Q: 3 clusters Score -5187204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -5187198.000000 Penalty: 5207.938477
	Iteration 46Q: 3 clusters Score -5187198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -5187197.000000 Penalty: 5207.938477
	Iteration 47Q: 3 clusters Score -5187197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -5187201.000000 Penalty: 5207.938477
	Iteration 48Q: 3 clusters Score -5187201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -5187203.000000 Penalty: 5207.938477
	Iteration 49Q: 3 clusters Score -5187203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -5187206.500000 Penalty: 5207.938477
	Iteration 50Q: 3 clusters Score -5187206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -5187203.500000 Penalty: 5207.938477
	Iteration 51Q: 3 clusters Score -5187204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -5187205.500000 Penalty: 5207.938477
	Iteration 52Q: 3 clusters Score -5187206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -5187206.500000 Penalty: 5207.938477
	Iteration 53Q: 3 clusters Score -5187206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -5187207.000000 Penalty: 5207.938477
	Iteration 54Q: 3 clusters Score -5187207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -5187200.000000 Penalty: 5207.938477
	Iteration 55Q: 3 clusters Score -5187200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -5187206.000000 Penalty: 5207.938477
	Iteration 56Q: 3 clusters Score -5187206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5187204.500000 Penalty: 5207.938477
	Iteration 57Q: 3 clusters Score -5187204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -5187211.000000 Penalty: 5207.938477
	Iteration 58Q: 3 clusters Score -5187211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -5187216.000000 Penalty: 5207.938477
	Iteration 59Q: 3 clusters Score -5187216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -5187216.500000 Penalty: 5207.938477
	Iteration 60F: 3 clusters Score -5187216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -5187216.500000 Penalty: 5207.938477
	Iteration 61Q: 3 clusters Score -5187216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -5187217.500000 Penalty: 5207.938477
	Iteration 62Q: 3 clusters Score -5187218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -5187209.500000 Penalty: 5207.938477
	Iteration 63Q: 3 clusters Score -5187210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -5187220.500000 Penalty: 5207.938477
	Iteration 64Q: 3 clusters Score -5187220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -5187228.500000 Penalty: 5207.938477
	Iteration 65Q: 3 clusters Score -5187228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5187226.500000 Penalty: 5207.938477
	Iteration 66Q: 3 clusters Score -5187226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -5187231.000000 Penalty: 5207.938477
	Iteration 67Q: 3 clusters Score -5187231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -5187233.000000 Penalty: 5207.938477
	Iteration 68Q: 3 clusters Score -5187233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -5187230.000000 Penalty: 5207.938477
	Iteration 69Q: 3 clusters Score -5187230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5187228.000000 Penalty: 5207.938477
	Iteration 70Q: 3 clusters Score -5187228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -5187237.000000 Penalty: 5207.938477
	Iteration 71Q: 3 clusters Score -5187237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -5187239.500000 Penalty: 5207.938477
	Iteration 72Q: 3 clusters Score -5187240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -5187237.000000 Penalty: 5207.938477
	Iteration 73Q: 3 clusters Score -5187237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -5187243.000000 Penalty: 5207.938477
	Iteration 74Q: 3 clusters Score -5187243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -5187249.000000 Penalty: 5207.938477
	Iteration 75Q: 3 clusters Score -5187249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -5187248.500000 Penalty: 5207.938477
	Iteration 76Q: 3 clusters Score -5187248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -5187247.500000 Penalty: 5207.938477
	Iteration 77Q: 3 clusters Score -5187248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -5187250.000000 Penalty: 5207.938477
	Iteration 78Q: 3 clusters Score -5187250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -5187251.000000 Penalty: 5207.938477
	Iteration 79Q: 3 clusters Score -5187251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -5187251.000000 Penalty: 5207.938477
	Iteration 80F: 3 clusters Score -5187251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (126551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126551 members 
Entering Unmasked Estep 
Score: -17956014.000000 Penalty: 2913.603271
	Iteration 0F: 2 clusters Score -1.795601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -17872874.000000 Penalty: 5827.206543
	Iteration 0F: 3 clusters Score -1.787287e+07 nChanged 60043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -17907234.000000 Penalty: 5827.206543
	Iteration 1F: 3 clusters Score -1.790723e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -17908104.000000 Penalty: 5827.206543
	Iteration 2Q: 3 clusters Score -1.79081e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -17909264.000000 Penalty: 5827.206543
	Iteration 3Q: 3 clusters Score -1.790926e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -17910960.000000 Penalty: 5827.206543
	Iteration 4Q: 3 clusters Score -1.791096e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -17913242.000000 Penalty: 5827.206543
	Iteration 5Q: 3 clusters Score -1.791324e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -17916938.000000 Penalty: 5827.206543
	Iteration 6F: 3 clusters Score -1.791694e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -17922478.000000 Penalty: 5827.206543
	Iteration 7F: 3 clusters Score -1.792248e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -17929034.000000 Penalty: 5827.206543
	Iteration 8F: 3 clusters Score -1.792903e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -17934246.000000 Penalty: 5827.206543
	Iteration 9F: 3 clusters Score -1.793425e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -17936588.000000 Penalty: 5827.206543
	Iteration 10Q: 3 clusters Score -1.793659e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -17937650.000000 Penalty: 5827.206543
	Iteration 11Q: 3 clusters Score -1.793765e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -17938528.000000 Penalty: 5827.206543
	Iteration 12Q: 3 clusters Score -1.793853e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89265 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -17939302.000000 Penalty: 5827.206543
	Iteration 13Q: 3 clusters Score -1.79393e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92028 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -17940234.000000 Penalty: 5827.206543
	Iteration 14Q: 3 clusters Score -1.794023e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94914 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -17941146.000000 Penalty: 5827.206543
	Iteration 15Q: 3 clusters Score -1.794115e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97937 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -17942270.000000 Penalty: 5827.206543
	Iteration 16Q: 3 clusters Score -1.794227e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -17943256.000000 Penalty: 5827.206543
	Iteration 17Q: 3 clusters Score -1.794326e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -17944416.000000 Penalty: 5827.206543
	Iteration 18Q: 3 clusters Score -1.794442e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -17945552.000000 Penalty: 5827.206543
	Iteration 19Q: 3 clusters Score -1.794555e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109666 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -17946532.000000 Penalty: 5827.206543
	Iteration 20F: 3 clusters Score -1.794653e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112268 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -17947764.000000 Penalty: 5827.206543
	Iteration 21Q: 3 clusters Score -1.794776e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114560 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -17948786.000000 Penalty: 5827.206543
	Iteration 22Q: 3 clusters Score -1.794879e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116549 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -17949640.000000 Penalty: 5827.206543
	Iteration 23Q: 3 clusters Score -1.794964e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118301 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -17950522.000000 Penalty: 5827.206543
	Iteration 24Q: 3 clusters Score -1.795052e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119813 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -17951208.000000 Penalty: 5827.206543
	Iteration 25Q: 3 clusters Score -1.795121e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121029 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -17951772.000000 Penalty: 5827.206543
	Iteration 26Q: 3 clusters Score -1.795177e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122056 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -17952256.000000 Penalty: 5827.206543
	Iteration 27Q: 3 clusters Score -1.795226e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122860 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -17952614.000000 Penalty: 5827.206543
	Iteration 28Q: 3 clusters Score -1.795261e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123456 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -17952858.000000 Penalty: 5827.206543
	Iteration 29Q: 3 clusters Score -1.795286e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123931 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -17953104.000000 Penalty: 5827.206543
	Iteration 30Q: 3 clusters Score -1.79531e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124285 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -17953232.000000 Penalty: 5827.206543
	Iteration 31Q: 3 clusters Score -1.795323e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124569 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -17953370.000000 Penalty: 5827.206543
	Iteration 32Q: 3 clusters Score -1.795337e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124790 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17953428.000000 Penalty: 5827.206543
	Iteration 33Q: 3 clusters Score -1.795343e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124949 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -17953450.000000 Penalty: 5827.206543
	Iteration 34Q: 3 clusters Score -1.795345e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -17953492.000000 Penalty: 5827.206543
	Iteration 35Q: 3 clusters Score -1.795349e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17953530.000000 Penalty: 5827.206543
	Iteration 36Q: 3 clusters Score -1.795353e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125256 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -17953512.000000 Penalty: 5827.206543
	Iteration 37Q: 3 clusters Score -1.795351e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125330 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -17953572.000000 Penalty: 5827.206543
	Iteration 38Q: 3 clusters Score -1.795357e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125401 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17953640.000000 Penalty: 5827.206543
	Iteration 39Q: 3 clusters Score -1.795364e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125458 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -17953672.000000 Penalty: 5827.206543
	Iteration 40F: 3 clusters Score -1.795367e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125506 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -17953664.000000 Penalty: 5827.206543
	Iteration 41Q: 3 clusters Score -1.795366e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125552 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -17953694.000000 Penalty: 5827.206543
	Iteration 42Q: 3 clusters Score -1.795369e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125583 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -17953676.000000 Penalty: 5827.206543
	Iteration 43Q: 3 clusters Score -1.795368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125603 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -17953678.000000 Penalty: 5827.206543
	Iteration 44Q: 3 clusters Score -1.795368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125624 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -17953680.000000 Penalty: 5827.206543
	Iteration 45Q: 3 clusters Score -1.795368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125638 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -17953704.000000 Penalty: 5827.206543
	Iteration 46Q: 3 clusters Score -1.79537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125644 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -17953708.000000 Penalty: 5827.206543
	Iteration 47Q: 3 clusters Score -1.795371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125647 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -17953708.000000 Penalty: 5827.206543
	Iteration 48Q: 3 clusters Score -1.795371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125650 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -17953720.000000 Penalty: 5827.206543
	Iteration 49Q: 3 clusters Score -1.795372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125653 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -17953718.000000 Penalty: 5827.206543
	Iteration 50Q: 3 clusters Score -1.795372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125658 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -17953720.000000 Penalty: 5827.206543
	Iteration 51Q: 3 clusters Score -1.795372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125666 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -17953726.000000 Penalty: 5827.206543
	Iteration 52Q: 3 clusters Score -1.795373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125674 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -17953726.000000 Penalty: 5827.206543
	Iteration 53Q: 3 clusters Score -1.795373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125678 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -17953716.000000 Penalty: 5827.206543
	Iteration 54Q: 3 clusters Score -1.795372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125678 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -17953728.000000 Penalty: 5827.206543
	Iteration 55Q: 3 clusters Score -1.795373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17953736.000000 Penalty: 5827.206543
	Iteration 56Q: 3 clusters Score -1.795374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17953736.000000 Penalty: 5827.206543
	Iteration 57F: 3 clusters Score -1.795374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Entering Unmasked Estep 
Score: -3866300.250000 Penalty: 2531.883057
	Iteration 0F: 2 clusters Score -3866300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3847553.250000 Penalty: 5063.766113
	Iteration 0F: 3 clusters Score -3847553 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3854127.500000 Penalty: 5063.766113
	Iteration 1F: 3 clusters Score -3854128 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3854795.500000 Penalty: 5063.766113
	Iteration 2F: 3 clusters Score -3854796 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3855480.750000 Penalty: 5063.766113
	Iteration 3F: 3 clusters Score -3855481 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3856110.500000 Penalty: 5063.766113
	Iteration 4F: 3 clusters Score -3856110 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3856734.000000 Penalty: 5063.766113
	Iteration 5Q: 3 clusters Score -3856734 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3857480.750000 Penalty: 5063.766113
	Iteration 6F: 3 clusters Score -3857481 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3858428.250000 Penalty: 5063.766113
	Iteration 7F: 3 clusters Score -3858428 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3859504.000000 Penalty: 5063.766113
	Iteration 8F: 3 clusters Score -3859504 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3860590.000000 Penalty: 5063.766113
	Iteration 9F: 3 clusters Score -3860590 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3861404.250000 Penalty: 5063.766113
	Iteration 10Q: 3 clusters Score -3861404 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3861928.750000 Penalty: 5063.766113
	Iteration 11Q: 3 clusters Score -3861929 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3862218.750000 Penalty: 5063.766113
	Iteration 12Q: 3 clusters Score -3862219 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3862409.000000 Penalty: 5063.766113
	Iteration 13Q: 3 clusters Score -3862409 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3862587.250000 Penalty: 5063.766113
	Iteration 14Q: 3 clusters Score -3862587 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3862726.500000 Penalty: 5063.766113
	Iteration 15Q: 3 clusters Score -3862726 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -3862865.500000 Penalty: 5063.766113
	Iteration 16Q: 3 clusters Score -3862866 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3862958.000000 Penalty: 5063.766113
	Iteration 17Q: 3 clusters Score -3862958 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -3863042.750000 Penalty: 5063.766113
	Iteration 18Q: 3 clusters Score -3863043 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3863147.500000 Penalty: 5063.766113
	Iteration 19Q: 3 clusters Score -3863148 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3863244.250000 Penalty: 5063.766113
	Iteration 20F: 3 clusters Score -3863244 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3863313.000000 Penalty: 5063.766113
	Iteration 21Q: 3 clusters Score -3863313 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3863394.250000 Penalty: 5063.766113
	Iteration 22Q: 3 clusters Score -3863394 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3863447.250000 Penalty: 5063.766113
	Iteration 23Q: 3 clusters Score -3863447 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3863514.500000 Penalty: 5063.766113
	Iteration 24Q: 3 clusters Score -3863514 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3863579.000000 Penalty: 5063.766113
	Iteration 25Q: 3 clusters Score -3863579 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3863654.500000 Penalty: 5063.766113
	Iteration 26Q: 3 clusters Score -3863654 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3863696.000000 Penalty: 5063.766113
	Iteration 27Q: 3 clusters Score -3863696 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3863786.000000 Penalty: 5063.766113
	Iteration 28Q: 3 clusters Score -3863786 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3863844.000000 Penalty: 5063.766113
	Iteration 29Q: 3 clusters Score -3863844 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3863906.000000 Penalty: 5063.766113
	Iteration 30Q: 3 clusters Score -3863906 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -3863985.250000 Penalty: 5063.766113
	Iteration 31Q: 3 clusters Score -3863985 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3864041.750000 Penalty: 5063.766113
	Iteration 32Q: 3 clusters Score -3864042 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3864106.500000 Penalty: 5063.766113
	Iteration 33Q: 3 clusters Score -3864106 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3864158.250000 Penalty: 5063.766113
	Iteration 34Q: 3 clusters Score -3864158 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3864212.750000 Penalty: 5063.766113
	Iteration 35Q: 3 clusters Score -3864213 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3864257.750000 Penalty: 5063.766113
	Iteration 36Q: 3 clusters Score -3864258 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3864299.000000 Penalty: 5063.766113
	Iteration 37Q: 3 clusters Score -3864299 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3864373.000000 Penalty: 5063.766113
	Iteration 38Q: 3 clusters Score -3864373 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3864401.000000 Penalty: 5063.766113
	Iteration 39Q: 3 clusters Score -3864401 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3864453.000000 Penalty: 5063.766113
	Iteration 40F: 3 clusters Score -3864453 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3864489.750000 Penalty: 5063.766113
	Iteration 41Q: 3 clusters Score -3864490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3864505.750000 Penalty: 5063.766113
	Iteration 42Q: 3 clusters Score -3864506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3864526.000000 Penalty: 5063.766113
	Iteration 43Q: 3 clusters Score -3864526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3864545.250000 Penalty: 5063.766113
	Iteration 44Q: 3 clusters Score -3864545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3864570.500000 Penalty: 5063.766113
	Iteration 45Q: 3 clusters Score -3864570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3864596.000000 Penalty: 5063.766113
	Iteration 46Q: 3 clusters Score -3864596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3864610.000000 Penalty: 5063.766113
	Iteration 47Q: 3 clusters Score -3864610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3864640.000000 Penalty: 5063.766113
	Iteration 48Q: 3 clusters Score -3864640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3864638.250000 Penalty: 5063.766113
	Iteration 49Q: 3 clusters Score -3864638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3864661.750000 Penalty: 5063.766113
	Iteration 50Q: 3 clusters Score -3864662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3864660.500000 Penalty: 5063.766113
	Iteration 51Q: 3 clusters Score -3864660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3864673.500000 Penalty: 5063.766113
	Iteration 52Q: 3 clusters Score -3864674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3864683.750000 Penalty: 5063.766113
	Iteration 53Q: 3 clusters Score -3864684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3864685.500000 Penalty: 5063.766113
	Iteration 54Q: 3 clusters Score -3864686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3864691.750000 Penalty: 5063.766113
	Iteration 55Q: 3 clusters Score -3864692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3864699.250000 Penalty: 5063.766113
	Iteration 56Q: 3 clusters Score -3864699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3864700.750000 Penalty: 5063.766113
	Iteration 57Q: 3 clusters Score -3864701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3864704.750000 Penalty: 5063.766113
	Iteration 58Q: 3 clusters Score -3864705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3864701.500000 Penalty: 5063.766113
	Iteration 59Q: 3 clusters Score -3864702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3864707.000000 Penalty: 5063.766113
	Iteration 60F: 3 clusters Score -3864707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3864715.000000 Penalty: 5063.766113
	Iteration 61Q: 3 clusters Score -3864715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3864714.750000 Penalty: 5063.766113
	Iteration 62Q: 3 clusters Score -3864715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3864716.500000 Penalty: 5063.766113
	Iteration 63Q: 3 clusters Score -3864716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3864717.000000 Penalty: 5063.766113
	Iteration 64Q: 3 clusters Score -3864717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3864723.000000 Penalty: 5063.766113
	Iteration 65Q: 3 clusters Score -3864723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3864727.000000 Penalty: 5063.766113
	Iteration 66Q: 3 clusters Score -3864727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3864725.750000 Penalty: 5063.766113
	Iteration 67Q: 3 clusters Score -3864726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3864731.250000 Penalty: 5063.766113
	Iteration 68Q: 3 clusters Score -3864731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3864738.750000 Penalty: 5063.766113
	Iteration 69Q: 3 clusters Score -3864739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3864739.250000 Penalty: 5063.766113
	Iteration 70Q: 3 clusters Score -3864739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3864739.500000 Penalty: 5063.766113
	Iteration 71Q: 3 clusters Score -3864740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3864734.000000 Penalty: 5063.766113
	Iteration 72Q: 3 clusters Score -3864734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3864733.000000 Penalty: 5063.766113
	Iteration 73Q: 3 clusters Score -3864733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3864736.250000 Penalty: 5063.766113
	Iteration 74Q: 3 clusters Score -3864736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3864741.000000 Penalty: 5063.766113
	Iteration 75Q: 3 clusters Score -3864741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3864740.750000 Penalty: 5063.766113
	Iteration 76Q: 3 clusters Score -3864741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3864741.250000 Penalty: 5063.766113
	Iteration 77Q: 3 clusters Score -3864741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3864740.500000 Penalty: 5063.766113
	Iteration 78Q: 3 clusters Score -3864740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3864740.500000 Penalty: 5063.766113
	Iteration 79F: 3 clusters Score -3864740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -27915.228516 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -27915.23 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 96 members 
Entering Unmasked Estep 
Score: -26697.138672 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -26697.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26794.378906 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -26794.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26854.617188 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -26854.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26910.281250 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -26910.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26947.076172 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -26947.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26948.232422 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -26948.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26948.232422 Penalty: 2710.060547
	Iteration 6F: 3 clusters Score -26948.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Entering Unmasked Estep 
Score: -5615467.000000 Penalty: 2623.574463
	Iteration 0F: 2 clusters Score -5615467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5588722.500000 Penalty: 5247.148926
	Iteration 0F: 3 clusters Score -5588722 nChanged 18029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -5598701.500000 Penalty: 5247.148926
	Iteration 1F: 3 clusters Score -5598702 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -5599318.500000 Penalty: 5247.148926
	Iteration 2Q: 3 clusters Score -5599318 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -5599940.000000 Penalty: 5247.148926
	Iteration 3Q: 3 clusters Score -5599940 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -5600556.000000 Penalty: 5247.148926
	Iteration 4Q: 3 clusters Score -5600556 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -5601269.500000 Penalty: 5247.148926
	Iteration 5Q: 3 clusters Score -5601270 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -5602079.000000 Penalty: 5247.148926
	Iteration 6Q: 3 clusters Score -5602079 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -5602945.000000 Penalty: 5247.148926
	Iteration 7Q: 3 clusters Score -5602945 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -5603937.500000 Penalty: 5247.148926
	Iteration 8Q: 3 clusters Score -5603938 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -5605127.500000 Penalty: 5247.148926
	Iteration 9Q: 3 clusters Score -5605128 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -5606461.000000 Penalty: 5247.148926
	Iteration 10F: 3 clusters Score -5606461 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -5607672.500000 Penalty: 5247.148926
	Iteration 11Q: 3 clusters Score -5607672 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -5608373.000000 Penalty: 5247.148926
	Iteration 12Q: 3 clusters Score -5608373 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5608696.000000 Penalty: 5247.148926
	Iteration 13Q: 3 clusters Score -5608696 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -5608904.500000 Penalty: 5247.148926
	Iteration 14Q: 3 clusters Score -5608904 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -5609015.500000 Penalty: 5247.148926
	Iteration 15Q: 3 clusters Score -5609016 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5609139.500000 Penalty: 5247.148926
	Iteration 16Q: 3 clusters Score -5609140 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -5609229.000000 Penalty: 5247.148926
	Iteration 17Q: 3 clusters Score -5609229 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -5609339.000000 Penalty: 5247.148926
	Iteration 18Q: 3 clusters Score -5609339 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -5609450.500000 Penalty: 5247.148926
	Iteration 19Q: 3 clusters Score -5609450 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -5609592.500000 Penalty: 5247.148926
	Iteration 20F: 3 clusters Score -5609592 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -5609732.500000 Penalty: 5247.148926
	Iteration 21Q: 3 clusters Score -5609732 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5609867.000000 Penalty: 5247.148926
	Iteration 22Q: 3 clusters Score -5609867 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -5609975.000000 Penalty: 5247.148926
	Iteration 23Q: 3 clusters Score -5609975 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -5610084.000000 Penalty: 5247.148926
	Iteration 24Q: 3 clusters Score -5610084 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -5610182.000000 Penalty: 5247.148926
	Iteration 25Q: 3 clusters Score -5610182 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -5610280.500000 Penalty: 5247.148926
	Iteration 26Q: 3 clusters Score -5610280 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -5610408.000000 Penalty: 5247.148926
	Iteration 27Q: 3 clusters Score -5610408 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -5610519.000000 Penalty: 5247.148926
	Iteration 28Q: 3 clusters Score -5610519 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -5610607.000000 Penalty: 5247.148926
	Iteration 29Q: 3 clusters Score -5610607 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -5610720.000000 Penalty: 5247.148926
	Iteration 30Q: 3 clusters Score -5610720 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -5610850.500000 Penalty: 5247.148926
	Iteration 31Q: 3 clusters Score -5610850 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -5610992.500000 Penalty: 5247.148926
	Iteration 32Q: 3 clusters Score -5610992 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -5611111.000000 Penalty: 5247.148926
	Iteration 33Q: 3 clusters Score -5611111 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -5611205.000000 Penalty: 5247.148926
	Iteration 34Q: 3 clusters Score -5611205 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -5611303.000000 Penalty: 5247.148926
	Iteration 35Q: 3 clusters Score -5611303 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5611419.000000 Penalty: 5247.148926
	Iteration 36Q: 3 clusters Score -5611419 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -5611524.000000 Penalty: 5247.148926
	Iteration 37Q: 3 clusters Score -5611524 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -5611618.000000 Penalty: 5247.148926
	Iteration 38Q: 3 clusters Score -5611618 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -5611711.000000 Penalty: 5247.148926
	Iteration 39Q: 3 clusters Score -5611711 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -5611818.500000 Penalty: 5247.148926
	Iteration 40F: 3 clusters Score -5611818 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5611900.500000 Penalty: 5247.148926
	Iteration 41Q: 3 clusters Score -5611900 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -5611979.500000 Penalty: 5247.148926
	Iteration 42Q: 3 clusters Score -5611980 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5612090.500000 Penalty: 5247.148926
	Iteration 43Q: 3 clusters Score -5612090 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5612145.500000 Penalty: 5247.148926
	Iteration 44Q: 3 clusters Score -5612146 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5612198.500000 Penalty: 5247.148926
	Iteration 45Q: 3 clusters Score -5612198 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5612255.500000 Penalty: 5247.148926
	Iteration 46Q: 3 clusters Score -5612256 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -5612305.000000 Penalty: 5247.148926
	Iteration 47Q: 3 clusters Score -5612305 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -5612398.500000 Penalty: 5247.148926
	Iteration 48Q: 3 clusters Score -5612398 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -5612459.000000 Penalty: 5247.148926
	Iteration 49Q: 3 clusters Score -5612459 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5612500.500000 Penalty: 5247.148926
	Iteration 50Q: 3 clusters Score -5612500 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5612557.000000 Penalty: 5247.148926
	Iteration 51Q: 3 clusters Score -5612557 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5612619.500000 Penalty: 5247.148926
	Iteration 52Q: 3 clusters Score -5612620 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5612675.000000 Penalty: 5247.148926
	Iteration 53Q: 3 clusters Score -5612675 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5612730.000000 Penalty: 5247.148926
	Iteration 54Q: 3 clusters Score -5612730 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5612765.500000 Penalty: 5247.148926
	Iteration 55Q: 3 clusters Score -5612766 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5612798.000000 Penalty: 5247.148926
	Iteration 56Q: 3 clusters Score -5612798 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5612837.000000 Penalty: 5247.148926
	Iteration 57Q: 3 clusters Score -5612837 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5612861.000000 Penalty: 5247.148926
	Iteration 58Q: 3 clusters Score -5612861 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5612887.000000 Penalty: 5247.148926
	Iteration 59Q: 3 clusters Score -5612887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5612912.500000 Penalty: 5247.148926
	Iteration 60F: 3 clusters Score -5612912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5612920.500000 Penalty: 5247.148926
	Iteration 61Q: 3 clusters Score -5612920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5612938.500000 Penalty: 5247.148926
	Iteration 62Q: 3 clusters Score -5612938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5612951.500000 Penalty: 5247.148926
	Iteration 63Q: 3 clusters Score -5612952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5612979.500000 Penalty: 5247.148926
	Iteration 64Q: 3 clusters Score -5612980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5612977.500000 Penalty: 5247.148926
	Iteration 65Q: 3 clusters Score -5612978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5612985.500000 Penalty: 5247.148926
	Iteration 66Q: 3 clusters Score -5612986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5613019.500000 Penalty: 5247.148926
	Iteration 67Q: 3 clusters Score -5613020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5613033.000000 Penalty: 5247.148926
	Iteration 68Q: 3 clusters Score -5613033 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5613059.000000 Penalty: 5247.148926
	Iteration 69Q: 3 clusters Score -5613059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5613081.000000 Penalty: 5247.148926
	Iteration 70Q: 3 clusters Score -5613081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5613099.500000 Penalty: 5247.148926
	Iteration 71Q: 3 clusters Score -5613100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5613116.500000 Penalty: 5247.148926
	Iteration 72Q: 3 clusters Score -5613116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5613129.500000 Penalty: 5247.148926
	Iteration 73Q: 3 clusters Score -5613130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5613139.500000 Penalty: 5247.148926
	Iteration 74Q: 3 clusters Score -5613140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5613145.500000 Penalty: 5247.148926
	Iteration 75Q: 3 clusters Score -5613146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5613159.500000 Penalty: 5247.148926
	Iteration 76Q: 3 clusters Score -5613160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5613163.500000 Penalty: 5247.148926
	Iteration 77Q: 3 clusters Score -5613164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5613168.500000 Penalty: 5247.148926
	Iteration 78Q: 3 clusters Score -5613168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5613169.500000 Penalty: 5247.148926
	Iteration 79Q: 3 clusters Score -5613170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5613166.500000 Penalty: 5247.148926
	Iteration 80F: 3 clusters Score -5613166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5613166.000000 Penalty: 5247.148926
	Iteration 81Q: 3 clusters Score -5613166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5613170.500000 Penalty: 5247.148926
	Iteration 82Q: 3 clusters Score -5613170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5613176.500000 Penalty: 5247.148926
	Iteration 83Q: 3 clusters Score -5613176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5613181.000000 Penalty: 5247.148926
	Iteration 84Q: 3 clusters Score -5613181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5613184.500000 Penalty: 5247.148926
	Iteration 85Q: 3 clusters Score -5613184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5613188.000000 Penalty: 5247.148926
	Iteration 86Q: 3 clusters Score -5613188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5613183.500000 Penalty: 5247.148926
	Iteration 87Q: 3 clusters Score -5613184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5613189.500000 Penalty: 5247.148926
	Iteration 88Q: 3 clusters Score -5613190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5613192.500000 Penalty: 5247.148926
	Iteration 89Q: 3 clusters Score -5613192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5613190.500000 Penalty: 5247.148926
	Iteration 90Q: 3 clusters Score -5613190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5613201.000000 Penalty: 5247.148926
	Iteration 91Q: 3 clusters Score -5613201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5613196.000000 Penalty: 5247.148926
	Iteration 92Q: 3 clusters Score -5613196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5613196.000000 Penalty: 5247.148926
	Iteration 93Q: 3 clusters Score -5613196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5613194.000000 Penalty: 5247.148926
	Iteration 94Q: 3 clusters Score -5613194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5613202.000000 Penalty: 5247.148926
	Iteration 95Q: 3 clusters Score -5613202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5613208.000000 Penalty: 5247.148926
	Iteration 96Q: 3 clusters Score -5613208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5613216.000000 Penalty: 5247.148926
	Iteration 97Q: 3 clusters Score -5613216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5613218.000000 Penalty: 5247.148926
	Iteration 98Q: 3 clusters Score -5613218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5613216.500000 Penalty: 5247.148926
	Iteration 99Q: 3 clusters Score -5613216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5613226.500000 Penalty: 5247.148926
	Iteration 100F: 3 clusters Score -5613226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5613222.500000 Penalty: 5247.148926
	Iteration 101Q: 3 clusters Score -5613222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5613228.000000 Penalty: 5247.148926
	Iteration 102Q: 3 clusters Score -5613228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5613232.000000 Penalty: 5247.148926
	Iteration 103Q: 3 clusters Score -5613232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5613230.500000 Penalty: 5247.148926
	Iteration 104Q: 3 clusters Score -5613230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5613228.500000 Penalty: 5247.148926
	Iteration 105Q: 3 clusters Score -5613228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5613235.500000 Penalty: 5247.148926
	Iteration 106Q: 3 clusters Score -5613236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5613238.500000 Penalty: 5247.148926
	Iteration 107Q: 3 clusters Score -5613238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5613236.500000 Penalty: 5247.148926
	Iteration 108Q: 3 clusters Score -5613236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5613237.000000 Penalty: 5247.148926
	Iteration 109Q: 3 clusters Score -5613237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5613235.500000 Penalty: 5247.148926
	Iteration 110Q: 3 clusters Score -5613236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5613236.000000 Penalty: 5247.148926
	Iteration 111Q: 3 clusters Score -5613236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5613232.000000 Penalty: 5247.148926
	Iteration 112Q: 3 clusters Score -5613232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5613240.000000 Penalty: 5247.148926
	Iteration 113Q: 3 clusters Score -5613240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5613242.500000 Penalty: 5247.148926
	Iteration 114Q: 3 clusters Score -5613242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5613254.000000 Penalty: 5247.148926
	Iteration 115Q: 3 clusters Score -5613254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5613258.000000 Penalty: 5247.148926
	Iteration 116Q: 3 clusters Score -5613258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5613263.000000 Penalty: 5247.148926
	Iteration 117Q: 3 clusters Score -5613263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5613262.000000 Penalty: 5247.148926
	Iteration 118Q: 3 clusters Score -5613262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5613263.000000 Penalty: 5247.148926
	Iteration 119Q: 3 clusters Score -5613263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5613265.500000 Penalty: 5247.148926
	Iteration 120F: 3 clusters Score -5613266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5613265.500000 Penalty: 5247.148926
	Iteration 121Q: 3 clusters Score -5613266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5613263.500000 Penalty: 5247.148926
	Iteration 122Q: 3 clusters Score -5613264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5613258.000000 Penalty: 5247.148926
	Iteration 123Q: 3 clusters Score -5613258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5613266.500000 Penalty: 5247.148926
	Iteration 124Q: 3 clusters Score -5613266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5613270.000000 Penalty: 5247.148926
	Iteration 125Q: 3 clusters Score -5613270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5613266.000000 Penalty: 5247.148926
	Iteration 126Q: 3 clusters Score -5613266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5613264.000000 Penalty: 5247.148926
	Iteration 127Q: 3 clusters Score -5613264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5613264.000000 Penalty: 5247.148926
	Iteration 128Q: 3 clusters Score -5613264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5613261.500000 Penalty: 5247.148926
	Iteration 129Q: 3 clusters Score -5613262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5613260.500000 Penalty: 5247.148926
	Iteration 130Q: 3 clusters Score -5613260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5613260.500000 Penalty: 5247.148926
	Iteration 131F: 3 clusters Score -5613260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (108309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108309 members 
Entering Unmasked Estep 
Score: -15376216.000000 Penalty: 2875.000488
	Iteration 0F: 2 clusters Score -1.537622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -15304236.000000 Penalty: 5750.000977
	Iteration 0F: 3 clusters Score -1.530424e+07 nChanged 51348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -15332956.000000 Penalty: 5750.000977
	Iteration 1F: 3 clusters Score -1.533296e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -15333496.000000 Penalty: 5750.000977
	Iteration 2Q: 3 clusters Score -1.53335e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 59289 members 
Entering Unmasked Estep 
Score: -15334438.000000 Penalty: 5750.000977
	Iteration 3Q: 3 clusters Score -1.533444e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -15335836.000000 Penalty: 5750.000977
	Iteration 4Q: 3 clusters Score -1.533584e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 65890 members 
Entering Unmasked Estep 
Score: -15337794.000000 Penalty: 5750.000977
	Iteration 5Q: 3 clusters Score -1.533779e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -15341179.000000 Penalty: 5750.000977
	Iteration 6F: 3 clusters Score -1.534118e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -15346455.000000 Penalty: 5750.000977
	Iteration 7F: 3 clusters Score -1.534646e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -15354088.000000 Penalty: 5750.000977
	Iteration 8F: 3 clusters Score -1.535409e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 95585 members 
Entering Unmasked Estep 
Score: -15361972.000000 Penalty: 5750.000977
	Iteration 9F: 3 clusters Score -1.536197e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 101891 members 
Entering Unmasked Estep 
Score: -15367796.000000 Penalty: 5750.000977
	Iteration 10F: 3 clusters Score -1.53678e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -15371043.000000 Penalty: 5750.000977
	Iteration 11Q: 3 clusters Score -1.537104e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 106989 members 
Entering Unmasked Estep 
Score: -15372544.000000 Penalty: 5750.000977
	Iteration 12Q: 3 clusters Score -1.537254e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -15373112.000000 Penalty: 5750.000977
	Iteration 13Q: 3 clusters Score -1.537311e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 107839 members 
Entering Unmasked Estep 
Score: -15373400.000000 Penalty: 5750.000977
	Iteration 14Q: 3 clusters Score -1.53734e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 107920 members 
Entering Unmasked Estep 
Score: -15373511.000000 Penalty: 5750.000977
	Iteration 15Q: 3 clusters Score -1.537351e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -15373553.000000 Penalty: 5750.000977
	Iteration 16Q: 3 clusters Score -1.537355e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 107971 members 
Entering Unmasked Estep 
Score: -15373586.000000 Penalty: 5750.000977
	Iteration 17Q: 3 clusters Score -1.537359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 107978 members 
Entering Unmasked Estep 
Score: -15373614.000000 Penalty: 5750.000977
	Iteration 18Q: 3 clusters Score -1.537361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 107989 members 
Entering Unmasked Estep 
Score: -15373621.000000 Penalty: 5750.000977
	Iteration 19Q: 3 clusters Score -1.537362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 107992 members 
Entering Unmasked Estep 
Score: -15373638.000000 Penalty: 5750.000977
	Iteration 20F: 3 clusters Score -1.537364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 107992 members 
Entering Unmasked Estep 
Score: -15373646.000000 Penalty: 5750.000977
	Iteration 21Q: 3 clusters Score -1.537365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 107992 members 
Entering Unmasked Estep 
Score: -15373654.000000 Penalty: 5750.000977
	Iteration 22Q: 3 clusters Score -1.537365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -15373651.000000 Penalty: 5750.000977
	Iteration 23Q: 3 clusters Score -1.537365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -15373644.000000 Penalty: 5750.000977
	Iteration 24Q: 3 clusters Score -1.537364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 107996 members 
Entering Unmasked Estep 
Score: -15373658.000000 Penalty: 5750.000977
	Iteration 25Q: 3 clusters Score -1.537366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -15373658.000000 Penalty: 5750.000977
	Iteration 26Q: 3 clusters Score -1.537366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -15373651.000000 Penalty: 5750.000977
	Iteration 27Q: 3 clusters Score -1.537365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -15373649.000000 Penalty: 5750.000977
	Iteration 28Q: 3 clusters Score -1.537365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -15373649.000000 Penalty: 5750.000977
	Iteration 29Q: 3 clusters Score -1.537365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 107997 members 
Entering Unmasked Estep 
Score: -15373650.000000 Penalty: 5750.000977
	Iteration 30Q: 3 clusters Score -1.537365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -15373647.000000 Penalty: 5750.000977
	Iteration 31Q: 3 clusters Score -1.537365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -15373647.000000 Penalty: 5750.000977
	Iteration 32Q: 3 clusters Score -1.537365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -15373651.000000 Penalty: 5750.000977
	Iteration 33Q: 3 clusters Score -1.537365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -15373652.000000 Penalty: 5750.000977
	Iteration 34Q: 3 clusters Score -1.537365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -15373652.000000 Penalty: 5750.000977
	Iteration 35F: 3 clusters Score -1.537365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -29145.443359 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -29145.44 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 123 members 
Entering Unmasked Estep 
Score: -28015.400391 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -28015.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28121.845703 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -28121.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28167.728516 Penalty: 2746.517822
	Iteration 2Q: 3 clusters Score -28167.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28174.824219 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -28174.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28183.013672 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -28183.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28189.449219 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -28189.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28192.113281 Penalty: 2746.517822
	Iteration 6Q: 3 clusters Score -28192.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28192.113281 Penalty: 2746.517822
	Iteration 7F: 3 clusters Score -28192.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Entering Unmasked Estep 
Score: -4665500.500000 Penalty: 2588.563721
	Iteration 0F: 2 clusters Score -4665500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4642110.000000 Penalty: 5177.127441
	Iteration 0F: 3 clusters Score -4642110 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -4650526.500000 Penalty: 5177.127441
	Iteration 1F: 3 clusters Score -4650526 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -4651082.000000 Penalty: 5177.127441
	Iteration 2Q: 3 clusters Score -4651082 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -4651644.500000 Penalty: 5177.127441
	Iteration 3Q: 3 clusters Score -4651644 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4652328.000000 Penalty: 5177.127441
	Iteration 4Q: 3 clusters Score -4652328 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -4653166.500000 Penalty: 5177.127441
	Iteration 5Q: 3 clusters Score -4653166 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4654166.500000 Penalty: 5177.127441
	Iteration 6F: 3 clusters Score -4654166 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -4655367.000000 Penalty: 5177.127441
	Iteration 7F: 3 clusters Score -4655367 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -4656787.500000 Penalty: 5177.127441
	Iteration 8F: 3 clusters Score -4656788 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -4658550.500000 Penalty: 5177.127441
	Iteration 9F: 3 clusters Score -4658550 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -4660187.500000 Penalty: 5177.127441
	Iteration 10F: 3 clusters Score -4660188 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -4661424.000000 Penalty: 5177.127441
	Iteration 11F: 3 clusters Score -4661424 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -4662378.500000 Penalty: 5177.127441
	Iteration 12Q: 3 clusters Score -4662378 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -4662975.500000 Penalty: 5177.127441
	Iteration 13Q: 3 clusters Score -4662976 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -4663331.500000 Penalty: 5177.127441
	Iteration 14Q: 3 clusters Score -4663332 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -4663597.000000 Penalty: 5177.127441
	Iteration 15Q: 3 clusters Score -4663597 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -4663794.000000 Penalty: 5177.127441
	Iteration 16Q: 3 clusters Score -4663794 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -4663961.500000 Penalty: 5177.127441
	Iteration 17Q: 3 clusters Score -4663962 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -4664118.500000 Penalty: 5177.127441
	Iteration 18Q: 3 clusters Score -4664118 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4664265.500000 Penalty: 5177.127441
	Iteration 19Q: 3 clusters Score -4664266 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -4664429.500000 Penalty: 5177.127441
	Iteration 20F: 3 clusters Score -4664430 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -4664633.500000 Penalty: 5177.127441
	Iteration 21Q: 3 clusters Score -4664634 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4664800.000000 Penalty: 5177.127441
	Iteration 22Q: 3 clusters Score -4664800 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4664936.000000 Penalty: 5177.127441
	Iteration 23Q: 3 clusters Score -4664936 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -4665000.500000 Penalty: 5177.127441
	Iteration 24Q: 3 clusters Score -4665000 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -4665044.000000 Penalty: 5177.127441
	Iteration 25Q: 3 clusters Score -4665044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -4665070.500000 Penalty: 5177.127441
	Iteration 26Q: 3 clusters Score -4665070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -4665092.000000 Penalty: 5177.127441
	Iteration 27Q: 3 clusters Score -4665092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -4665114.500000 Penalty: 5177.127441
	Iteration 28Q: 3 clusters Score -4665114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4665124.500000 Penalty: 5177.127441
	Iteration 29Q: 3 clusters Score -4665124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -4665131.000000 Penalty: 5177.127441
	Iteration 30Q: 3 clusters Score -4665131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4665136.000000 Penalty: 5177.127441
	Iteration 31Q: 3 clusters Score -4665136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4665135.000000 Penalty: 5177.127441
	Iteration 32Q: 3 clusters Score -4665135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4665142.500000 Penalty: 5177.127441
	Iteration 33Q: 3 clusters Score -4665142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4665145.000000 Penalty: 5177.127441
	Iteration 34Q: 3 clusters Score -4665145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4665143.000000 Penalty: 5177.127441
	Iteration 35Q: 3 clusters Score -4665143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -4665133.000000 Penalty: 5177.127441
	Iteration 36Q: 3 clusters Score -4665133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4665136.000000 Penalty: 5177.127441
	Iteration 37Q: 3 clusters Score -4665136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4665140.000000 Penalty: 5177.127441
	Iteration 38Q: 3 clusters Score -4665140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4665139.500000 Penalty: 5177.127441
	Iteration 39Q: 3 clusters Score -4665140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4665148.500000 Penalty: 5177.127441
	Iteration 40F: 3 clusters Score -4665148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4665143.000000 Penalty: 5177.127441
	Iteration 41Q: 3 clusters Score -4665143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -4665144.500000 Penalty: 5177.127441
	Iteration 42Q: 3 clusters Score -4665144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4665148.000000 Penalty: 5177.127441
	Iteration 43Q: 3 clusters Score -4665148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4665145.500000 Penalty: 5177.127441
	Iteration 44Q: 3 clusters Score -4665146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4665145.500000 Penalty: 5177.127441
	Iteration 45F: 3 clusters Score -4665146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155885 members 
Entering Unmasked Estep 
Score: -21900346.000000 Penalty: 2965.304688
	Iteration 0F: 2 clusters Score -2.190035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77815 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
Score: -21798480.000000 Penalty: 5930.609375
	Iteration 0F: 3 clusters Score -2.179848e+07 nChanged 74452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -21841760.000000 Penalty: 5930.609375
	Iteration 1F: 3 clusters Score -2.184176e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -21842900.000000 Penalty: 5930.609375
	Iteration 2Q: 3 clusters Score -2.18429e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76468 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
Score: -21844158.000000 Penalty: 5930.609375
	Iteration 3Q: 3 clusters Score -2.184416e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -21845792.000000 Penalty: 5930.609375
	Iteration 4Q: 3 clusters Score -2.184579e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 80959 members 
Entering Unmasked Estep 
Score: -21848258.000000 Penalty: 5930.609375
	Iteration 5Q: 3 clusters Score -2.184826e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -21852050.000000 Penalty: 5930.609375
	Iteration 6Q: 3 clusters Score -2.185205e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 84386 members 
Entering Unmasked Estep 
Score: -21857232.000000 Penalty: 5930.609375
	Iteration 7F: 3 clusters Score -2.185723e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -21864508.000000 Penalty: 5930.609375
	Iteration 8F: 3 clusters Score -2.186451e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 89570 members 
Entering Unmasked Estep 
Score: -21871372.000000 Penalty: 5930.609375
	Iteration 9F: 3 clusters Score -2.187137e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -21875796.000000 Penalty: 5930.609375
	Iteration 10F: 3 clusters Score -2.18758e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -21878050.000000 Penalty: 5930.609375
	Iteration 11Q: 3 clusters Score -2.187805e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -21878988.000000 Penalty: 5930.609375
	Iteration 12Q: 3 clusters Score -2.187899e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 96937 members 
Entering Unmasked Estep 
Score: -21879626.000000 Penalty: 5930.609375
	Iteration 13Q: 3 clusters Score -2.187963e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -21880198.000000 Penalty: 5930.609375
	Iteration 14Q: 3 clusters Score -2.18802e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -21880714.000000 Penalty: 5930.609375
	Iteration 15Q: 3 clusters Score -2.188071e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 101800 members 
Entering Unmasked Estep 
Score: -21881250.000000 Penalty: 5930.609375
	Iteration 16Q: 3 clusters Score -2.188125e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -21881728.000000 Penalty: 5930.609375
	Iteration 17Q: 3 clusters Score -2.188173e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -21882194.000000 Penalty: 5930.609375
	Iteration 18Q: 3 clusters Score -2.188219e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 106937 members 
Entering Unmasked Estep 
Score: -21882754.000000 Penalty: 5930.609375
	Iteration 19Q: 3 clusters Score -2.188275e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -21883230.000000 Penalty: 5930.609375
	Iteration 20F: 3 clusters Score -2.188323e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 110449 members 
Entering Unmasked Estep 
Score: -21883588.000000 Penalty: 5930.609375
	Iteration 21Q: 3 clusters Score -2.188359e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 112270 members 
Entering Unmasked Estep 
Score: -21884062.000000 Penalty: 5930.609375
	Iteration 22Q: 3 clusters Score -2.188406e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 114177 members 
Entering Unmasked Estep 
Score: -21884602.000000 Penalty: 5930.609375
	Iteration 23Q: 3 clusters Score -2.18846e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 116095 members 
Entering Unmasked Estep 
Score: -21885060.000000 Penalty: 5930.609375
	Iteration 24Q: 3 clusters Score -2.188506e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 118093 members 
Entering Unmasked Estep 
Score: -21885528.000000 Penalty: 5930.609375
	Iteration 25Q: 3 clusters Score -2.188553e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 120113 members 
Entering Unmasked Estep 
Score: -21886010.000000 Penalty: 5930.609375
	Iteration 26Q: 3 clusters Score -2.188601e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 122144 members 
Entering Unmasked Estep 
Score: -21886580.000000 Penalty: 5930.609375
	Iteration 27Q: 3 clusters Score -2.188658e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -21887238.000000 Penalty: 5930.609375
	Iteration 28Q: 3 clusters Score -2.188724e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 126168 members 
Entering Unmasked Estep 
Score: -21887888.000000 Penalty: 5930.609375
	Iteration 29Q: 3 clusters Score -2.188789e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 128193 members 
Entering Unmasked Estep 
Score: -21888554.000000 Penalty: 5930.609375
	Iteration 30Q: 3 clusters Score -2.188855e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 130293 members 
Entering Unmasked Estep 
Score: -21889264.000000 Penalty: 5930.609375
	Iteration 31Q: 3 clusters Score -2.188926e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 132396 members 
Entering Unmasked Estep 
Score: -21889932.000000 Penalty: 5930.609375
	Iteration 32Q: 3 clusters Score -2.188993e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 134478 members 
Entering Unmasked Estep 
Score: -21890796.000000 Penalty: 5930.609375
	Iteration 33Q: 3 clusters Score -2.18908e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -21891668.000000 Penalty: 5930.609375
	Iteration 34Q: 3 clusters Score -2.189167e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 138533 members 
Entering Unmasked Estep 
Score: -21892438.000000 Penalty: 5930.609375
	Iteration 35Q: 3 clusters Score -2.189244e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 140476 members 
Entering Unmasked Estep 
Score: -21893156.000000 Penalty: 5930.609375
	Iteration 36Q: 3 clusters Score -2.189316e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 142315 members 
Entering Unmasked Estep 
Score: -21893968.000000 Penalty: 5930.609375
	Iteration 37Q: 3 clusters Score -2.189397e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 144049 members 
Entering Unmasked Estep 
Score: -21894636.000000 Penalty: 5930.609375
	Iteration 38Q: 3 clusters Score -2.189464e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 145658 members 
Entering Unmasked Estep 
Score: -21895178.000000 Penalty: 5930.609375
	Iteration 39Q: 3 clusters Score -2.189518e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 147087 members 
Entering Unmasked Estep 
Score: -21895960.000000 Penalty: 5930.609375
	Iteration 40F: 3 clusters Score -2.189596e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 148319 members 
Entering Unmasked Estep 
Score: -21896514.000000 Penalty: 5930.609375
	Iteration 41Q: 3 clusters Score -2.189651e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 149374 members 
Entering Unmasked Estep 
Score: -21896926.000000 Penalty: 5930.609375
	Iteration 42Q: 3 clusters Score -2.189693e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 150304 members 
Entering Unmasked Estep 
Score: -21897400.000000 Penalty: 5930.609375
	Iteration 43Q: 3 clusters Score -2.18974e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 151052 members 
Entering Unmasked Estep 
Score: -21897634.000000 Penalty: 5930.609375
	Iteration 44Q: 3 clusters Score -2.189763e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 151596 members 
Entering Unmasked Estep 
Score: -21897936.000000 Penalty: 5930.609375
	Iteration 45Q: 3 clusters Score -2.189794e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 151989 members 
Entering Unmasked Estep 
Score: -21898234.000000 Penalty: 5930.609375
	Iteration 46Q: 3 clusters Score -2.189823e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 152311 members 
Entering Unmasked Estep 
Score: -21898450.000000 Penalty: 5930.609375
	Iteration 47Q: 3 clusters Score -2.189845e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 152553 members 
Entering Unmasked Estep 
Score: -21898514.000000 Penalty: 5930.609375
	Iteration 48Q: 3 clusters Score -2.189851e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 152712 members 
Entering Unmasked Estep 
Score: -21898598.000000 Penalty: 5930.609375
	Iteration 49Q: 3 clusters Score -2.18986e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 152846 members 
Entering Unmasked Estep 
Score: -21898592.000000 Penalty: 5930.609375
	Iteration 50Q: 3 clusters Score -2.189859e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 152969 members 
Entering Unmasked Estep 
Score: -21898602.000000 Penalty: 5930.609375
	Iteration 51Q: 3 clusters Score -2.18986e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 153064 members 
Entering Unmasked Estep 
Score: -21898644.000000 Penalty: 5930.609375
	Iteration 52Q: 3 clusters Score -2.189864e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 153135 members 
Entering Unmasked Estep 
Score: -21898658.000000 Penalty: 5930.609375
	Iteration 53Q: 3 clusters Score -2.189866e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 153192 members 
Entering Unmasked Estep 
Score: -21898694.000000 Penalty: 5930.609375
	Iteration 54Q: 3 clusters Score -2.189869e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 153230 members 
Entering Unmasked Estep 
Score: -21898698.000000 Penalty: 5930.609375
	Iteration 55Q: 3 clusters Score -2.18987e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 153282 members 
Entering Unmasked Estep 
Score: -21898702.000000 Penalty: 5930.609375
	Iteration 56Q: 3 clusters Score -2.18987e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -21898736.000000 Penalty: 5930.609375
	Iteration 57Q: 3 clusters Score -2.189874e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 153351 members 
Entering Unmasked Estep 
Score: -21898708.000000 Penalty: 5930.609375
	Iteration 58Q: 3 clusters Score -2.189871e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 153372 members 
Entering Unmasked Estep 
Score: -21898716.000000 Penalty: 5930.609375
	Iteration 59Q: 3 clusters Score -2.189872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 153387 members 
Entering Unmasked Estep 
Score: -21898720.000000 Penalty: 5930.609375
	Iteration 60F: 3 clusters Score -2.189872e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 153406 members 
Entering Unmasked Estep 
Score: -21898734.000000 Penalty: 5930.609375
	Iteration 61Q: 3 clusters Score -2.189873e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 153416 members 
Entering Unmasked Estep 
Score: -21898732.000000 Penalty: 5930.609375
	Iteration 62Q: 3 clusters Score -2.189873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 153428 members 
Entering Unmasked Estep 
Score: -21898742.000000 Penalty: 5930.609375
	Iteration 63Q: 3 clusters Score -2.189874e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 153449 members 
Entering Unmasked Estep 
Score: -21898748.000000 Penalty: 5930.609375
	Iteration 64Q: 3 clusters Score -2.189875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 153462 members 
Entering Unmasked Estep 
Score: -21898736.000000 Penalty: 5930.609375
	Iteration 65Q: 3 clusters Score -2.189874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 153482 members 
Entering Unmasked Estep 
Score: -21898758.000000 Penalty: 5930.609375
	Iteration 66Q: 3 clusters Score -2.189876e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -21898754.000000 Penalty: 5930.609375
	Iteration 67Q: 3 clusters Score -2.189875e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -21898760.000000 Penalty: 5930.609375
	Iteration 68Q: 3 clusters Score -2.189876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 153522 members 
Entering Unmasked Estep 
Score: -21898772.000000 Penalty: 5930.609375
	Iteration 69Q: 3 clusters Score -2.189877e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 153535 members 
Entering Unmasked Estep 
Score: -21898774.000000 Penalty: 5930.609375
	Iteration 70Q: 3 clusters Score -2.189877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 153536 members 
Entering Unmasked Estep 
Score: -21898790.000000 Penalty: 5930.609375
	Iteration 71Q: 3 clusters Score -2.189879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 153538 members 
Entering Unmasked Estep 
Score: -21898794.000000 Penalty: 5930.609375
	Iteration 72Q: 3 clusters Score -2.189879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 153540 members 
Entering Unmasked Estep 
Score: -21898808.000000 Penalty: 5930.609375
	Iteration 73Q: 3 clusters Score -2.189881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 153544 members 
Entering Unmasked Estep 
Score: -21898792.000000 Penalty: 5930.609375
	Iteration 74Q: 3 clusters Score -2.189879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 153549 members 
Entering Unmasked Estep 
Score: -21898794.000000 Penalty: 5930.609375
	Iteration 75Q: 3 clusters Score -2.189879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 153552 members 
Entering Unmasked Estep 
Score: -21898790.000000 Penalty: 5930.609375
	Iteration 76Q: 3 clusters Score -2.189879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 153557 members 
Entering Unmasked Estep 
Score: -21898788.000000 Penalty: 5930.609375
	Iteration 77Q: 3 clusters Score -2.189879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
Score: -21898794.000000 Penalty: 5930.609375
	Iteration 78Q: 3 clusters Score -2.189879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
Score: -21898800.000000 Penalty: 5930.609375
	Iteration 79Q: 3 clusters Score -2.18988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 153560 members 
Entering Unmasked Estep 
Score: -21898806.000000 Penalty: 5930.609375
	Iteration 80F: 3 clusters Score -2.189881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 153560 members 
Entering Unmasked Estep 
Score: -21898820.000000 Penalty: 5930.609375
	Iteration 81Q: 3 clusters Score -2.189882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 153559 members 
Entering Unmasked Estep 
Score: -21898804.000000 Penalty: 5930.609375
	Iteration 82Q: 3 clusters Score -2.18988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 153559 members 
Entering Unmasked Estep 
Score: -21898804.000000 Penalty: 5930.609375
	Iteration 83F: 3 clusters Score -2.18988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Entering Unmasked Estep 
Score: -1082606.875000 Penalty: 2217.827637
	Iteration 0F: 2 clusters Score -1082607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1076381.375000 Penalty: 4435.655273
	Iteration 0F: 3 clusters Score -1076381 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1078096.625000 Penalty: 4435.655273
	Iteration 1F: 3 clusters Score -1078097 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1078350.625000 Penalty: 4435.655273
	Iteration 2F: 3 clusters Score -1078351 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1078531.500000 Penalty: 4435.655273
	Iteration 3Q: 3 clusters Score -1078532 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1078711.875000 Penalty: 4435.655273
	Iteration 4Q: 3 clusters Score -1078712 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1078876.000000 Penalty: 4435.655273
	Iteration 5Q: 3 clusters Score -1078876 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1078999.625000 Penalty: 4435.655273
	Iteration 6Q: 3 clusters Score -1079000 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1079088.250000 Penalty: 4435.655273
	Iteration 7Q: 3 clusters Score -1079088 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1079181.375000 Penalty: 4435.655273
	Iteration 8Q: 3 clusters Score -1079181 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1079281.875000 Penalty: 4435.655273
	Iteration 9Q: 3 clusters Score -1079282 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1079374.000000 Penalty: 4435.655273
	Iteration 10Q: 3 clusters Score -1079374 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1079473.500000 Penalty: 4435.655273
	Iteration 11Q: 3 clusters Score -1079474 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1079581.625000 Penalty: 4435.655273
	Iteration 12Q: 3 clusters Score -1079582 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1079704.625000 Penalty: 4435.655273
	Iteration 13Q: 3 clusters Score -1079705 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1079878.250000 Penalty: 4435.655273
	Iteration 14Q: 3 clusters Score -1079878 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1080070.875000 Penalty: 4435.655273
	Iteration 15Q: 3 clusters Score -1080071 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1080276.250000 Penalty: 4435.655273
	Iteration 16Q: 3 clusters Score -1080276 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1080467.375000 Penalty: 4435.655273
	Iteration 17Q: 3 clusters Score -1080467 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1080597.750000 Penalty: 4435.655273
	Iteration 18Q: 3 clusters Score -1080598 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1080688.375000 Penalty: 4435.655273
	Iteration 19Q: 3 clusters Score -1080688 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1080758.125000 Penalty: 4435.655273
	Iteration 20F: 3 clusters Score -1080758 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1080821.375000 Penalty: 4435.655273
	Iteration 21Q: 3 clusters Score -1080821 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1080854.875000 Penalty: 4435.655273
	Iteration 22Q: 3 clusters Score -1080855 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1080869.875000 Penalty: 4435.655273
	Iteration 23Q: 3 clusters Score -1080870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1080877.875000 Penalty: 4435.655273
	Iteration 24Q: 3 clusters Score -1080878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1080880.875000 Penalty: 4435.655273
	Iteration 25Q: 3 clusters Score -1080881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1080884.125000 Penalty: 4435.655273
	Iteration 26Q: 3 clusters Score -1080884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1080890.000000 Penalty: 4435.655273
	Iteration 27Q: 3 clusters Score -1080890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1080892.000000 Penalty: 4435.655273
	Iteration 28Q: 3 clusters Score -1080892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1080896.125000 Penalty: 4435.655273
	Iteration 29Q: 3 clusters Score -1080896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1080896.250000 Penalty: 4435.655273
	Iteration 30Q: 3 clusters Score -1080896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1080896.875000 Penalty: 4435.655273
	Iteration 31Q: 3 clusters Score -1080897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1080898.125000 Penalty: 4435.655273
	Iteration 32Q: 3 clusters Score -1080898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1080896.750000 Penalty: 4435.655273
	Iteration 33Q: 3 clusters Score -1080897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1080896.750000 Penalty: 4435.655273
	Iteration 34F: 3 clusters Score -1080897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -83202.710938 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -83202.71 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 354 members 
Entering Unmasked Estep 
Score: -81573.632812 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -81573.63 nChanged 168
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: -82432.062500 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -82432.06 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82863.156250 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -82863.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83072.523438 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -83072.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83214.867188 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -83214.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83278.750000 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -83278.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83291.890625 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -83291.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83323.054688 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -83323.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -83341.570312 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -83341.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83350.257812 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -83350.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -83355.218750 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -83355.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -83363.859375 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -83363.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83366.156250 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -83366.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83368.859375 Penalty: 3234.958008
	Iteration 13F: 3 clusters Score -83368.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83374.179688 Penalty: 3234.958008
	Iteration 14Q: 3 clusters Score -83374.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83374.179688 Penalty: 3234.958008
	Iteration 15F: 3 clusters Score -83374.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 112850 members 
Mstep: Class 4 contains 164478 members 
Mstep: Class 5 contains 5189 members 
Mstep: Class 6 contains 40832 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 109782 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36311 members 
Mstep: Class 12 contains 126551 members 
Mstep: Class 13 contains 27152 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39298 members 
Mstep: Class 16 contains 108309 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 155885 members 
Mstep: Class 20 contains 7653 members 
Mstep: Class 21 contains 126 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 554 members 
Entering Unmasked Estep 
Score: -147116976.000000 Penalty: 79126.429688
Splitting cluster 21 changes total score from -147118208.000000 to -147116976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -75287.429688 Penalty: 1616.748535
	Iteration 0F: 2 clusters Score -75287.43 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 317 members 
Entering Unmasked Estep 
Score: -73764.296875 Penalty: 3233.497070
	Iteration 0F: 3 clusters Score -73764.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74749.625000 Penalty: 3233.497070
	Iteration 1F: 3 clusters Score -74749.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75007.046875 Penalty: 3233.497070
	Iteration 2F: 3 clusters Score -75007.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75143.664062 Penalty: 3233.497070
	Iteration 3F: 3 clusters Score -75143.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -75229.843750 Penalty: 3233.497070
	Iteration 4F: 3 clusters Score -75229.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75324.445312 Penalty: 3233.497070
	Iteration 5Q: 3 clusters Score -75324.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75374.562500 Penalty: 3233.497070
	Iteration 6Q: 3 clusters Score -75374.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75405.671875 Penalty: 3233.497070
	Iteration 7Q: 3 clusters Score -75405.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75447.585938 Penalty: 3233.497070
	Iteration 8Q: 3 clusters Score -75447.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75471.929688 Penalty: 3233.497070
	Iteration 9Q: 3 clusters Score -75471.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -75509.710938 Penalty: 3233.497070
	Iteration 10Q: 3 clusters Score -75509.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -75544.257812 Penalty: 3233.497070
	Iteration 11Q: 3 clusters Score -75544.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -75572.375000 Penalty: 3233.497070
	Iteration 12Q: 3 clusters Score -75572.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75591.570312 Penalty: 3233.497070
	Iteration 13Q: 3 clusters Score -75591.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75621.593750 Penalty: 3233.497070
	Iteration 14Q: 3 clusters Score -75621.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -75665.742188 Penalty: 3233.497070
	Iteration 15Q: 3 clusters Score -75665.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75716.984375 Penalty: 3233.497070
	Iteration 16Q: 3 clusters Score -75716.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -75767.578125 Penalty: 3233.497070
	Iteration 17Q: 3 clusters Score -75767.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75824.843750 Penalty: 3233.497070
	Iteration 18Q: 3 clusters Score -75824.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -75853.593750 Penalty: 3233.497070
	Iteration 19Q: 3 clusters Score -75853.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75868.898438 Penalty: 3233.497070
	Iteration 20F: 3 clusters Score -75868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 112850 members 
Mstep: Class 4 contains 164478 members 
Mstep: Class 5 contains 5189 members 
Mstep: Class 6 contains 40832 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 109782 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36311 members 
Mstep: Class 12 contains 126551 members 
Mstep: Class 13 contains 27152 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39298 members 
Mstep: Class 16 contains 108309 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 155885 members 
Mstep: Class 20 contains 7653 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 512 members 
Entering Unmasked Estep 
Score: -147117312.000000 Penalty: 79126.429688
Splitting cluster 22 changes total score from -147118208.000000 to -147117312.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 112850 members 
Mstep: Class 4 contains 164478 members 
Mstep: Class 5 contains 5189 members 
Mstep: Class 6 contains 40832 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 109782 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36311 members 
Mstep: Class 12 contains 126551 members 
Mstep: Class 13 contains 27152 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39298 members 
Mstep: Class 16 contains 108309 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 155885 members 
Mstep: Class 20 contains 7653 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118608.000000 Penalty: 75686.148438
Iteration 239Q: 23 clusters Score -1.471186e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1100 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 112560 members 
Mstep: Class 4 contains 164425 members 
Mstep: Class 5 contains 5197 members 
Mstep: Class 6 contains 40830 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 110167 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36291 members 
Mstep: Class 12 contains 126483 members 
Mstep: Class 13 contains 27129 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39297 members 
Mstep: Class 16 contains 108279 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34135 members 
Mstep: Class 19 contains 156008 members 
Mstep: Class 20 contains 7656 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118736.000000 Penalty: 75686.148438
Iteration 240F: 23 clusters Score -1.471187e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82496 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 112264 members 
Mstep: Class 4 contains 164412 members 
Mstep: Class 5 contains 5207 members 
Mstep: Class 6 contains 40818 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 110555 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36286 members 
Mstep: Class 12 contains 126431 members 
Mstep: Class 13 contains 27117 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39280 members 
Mstep: Class 16 contains 108250 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34163 members 
Mstep: Class 19 contains 156051 members 
Mstep: Class 20 contains 7652 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119008.000000 Penalty: 75686.148438
Iteration 241Q: 23 clusters Score -1.47119e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 111947 members 
Mstep: Class 4 contains 164407 members 
Mstep: Class 5 contains 5216 members 
Mstep: Class 6 contains 40814 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 110926 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36280 members 
Mstep: Class 12 contains 126381 members 
Mstep: Class 13 contains 27100 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39276 members 
Mstep: Class 16 contains 108232 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34180 members 
Mstep: Class 19 contains 156090 members 
Mstep: Class 20 contains 7658 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119040.000000 Penalty: 75686.148438
Iteration 242Q: 23 clusters Score -1.47119e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 111626 members 
Mstep: Class 4 contains 164389 members 
Mstep: Class 5 contains 5223 members 
Mstep: Class 6 contains 40816 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 111319 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36281 members 
Mstep: Class 12 contains 126322 members 
Mstep: Class 13 contains 27082 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39275 members 
Mstep: Class 16 contains 108204 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34191 members 
Mstep: Class 19 contains 156151 members 
Mstep: Class 20 contains 7659 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119008.000000 Penalty: 75686.148438
Iteration 243Q: 23 clusters Score -1.47119e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 111353 members 
Mstep: Class 4 contains 164384 members 
Mstep: Class 5 contains 5228 members 
Mstep: Class 6 contains 40816 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36272 members 
Mstep: Class 12 contains 126266 members 
Mstep: Class 13 contains 27057 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39275 members 
Mstep: Class 16 contains 108171 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34208 members 
Mstep: Class 19 contains 156214 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119168.000000 Penalty: 75686.148438
Iteration 244Q: 23 clusters Score -1.471192e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 111083 members 
Mstep: Class 4 contains 164410 members 
Mstep: Class 5 contains 5235 members 
Mstep: Class 6 contains 40820 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 112006 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36272 members 
Mstep: Class 12 contains 126220 members 
Mstep: Class 13 contains 27041 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39272 members 
Mstep: Class 16 contains 108136 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34220 members 
Mstep: Class 19 contains 156247 members 
Mstep: Class 20 contains 7659 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119152.000000 Penalty: 75686.148438
Iteration 245Q: 23 clusters Score -1.471192e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82316 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 110798 members 
Mstep: Class 4 contains 164453 members 
Mstep: Class 5 contains 5236 members 
Mstep: Class 6 contains 40825 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 112375 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36278 members 
Mstep: Class 12 contains 126168 members 
Mstep: Class 13 contains 27024 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39269 members 
Mstep: Class 16 contains 108113 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34241 members 
Mstep: Class 19 contains 156224 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119088.000000 Penalty: 75686.148438
Iteration 246Q: 23 clusters Score -1.471191e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 110547 members 
Mstep: Class 4 contains 164487 members 
Mstep: Class 5 contains 5239 members 
Mstep: Class 6 contains 40841 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 112706 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36288 members 
Mstep: Class 12 contains 126116 members 
Mstep: Class 13 contains 26998 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39264 members 
Mstep: Class 16 contains 108094 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34250 members 
Mstep: Class 19 contains 156205 members 
Mstep: Class 20 contains 7658 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119040.000000 Penalty: 75686.148438
Iteration 247Q: 23 clusters Score -1.47119e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 110326 members 
Mstep: Class 4 contains 164497 members 
Mstep: Class 5 contains 5244 members 
Mstep: Class 6 contains 40843 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 113015 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36286 members 
Mstep: Class 12 contains 126065 members 
Mstep: Class 13 contains 26980 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39266 members 
Mstep: Class 16 contains 108078 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34267 members 
Mstep: Class 19 contains 156213 members 
Mstep: Class 20 contains 7654 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118880.000000 Penalty: 75686.148438
Iteration 248Q: 23 clusters Score -1.471189e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 110151 members 
Mstep: Class 4 contains 164531 members 
Mstep: Class 5 contains 5245 members 
Mstep: Class 6 contains 40855 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 113284 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36282 members 
Mstep: Class 12 contains 126004 members 
Mstep: Class 13 contains 26968 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39265 members 
Mstep: Class 16 contains 108055 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34293 members 
Mstep: Class 19 contains 156198 members 
Mstep: Class 20 contains 7651 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118864.000000 Penalty: 75686.148438
Iteration 249Q: 23 clusters Score -1.471189e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 109963 members 
Mstep: Class 4 contains 164571 members 
Mstep: Class 5 contains 5245 members 
Mstep: Class 6 contains 40867 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 113554 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36276 members 
Mstep: Class 12 contains 125969 members 
Mstep: Class 13 contains 26959 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39254 members 
Mstep: Class 16 contains 108043 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34308 members 
Mstep: Class 19 contains 156162 members 
Mstep: Class 20 contains 7645 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119120.000000 Penalty: 75686.148438
Iteration 250Q: 23 clusters Score -1.471191e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 109806 members 
Mstep: Class 4 contains 164578 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 40871 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 113776 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36271 members 
Mstep: Class 12 contains 125943 members 
Mstep: Class 13 contains 26944 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39250 members 
Mstep: Class 16 contains 108021 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34336 members 
Mstep: Class 19 contains 156157 members 
Mstep: Class 20 contains 7641 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119136.000000 Penalty: 75686.148438
Iteration 251Q: 23 clusters Score -1.471191e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 109661 members 
Mstep: Class 4 contains 164604 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 40878 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 113959 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36274 members 
Mstep: Class 12 contains 125918 members 
Mstep: Class 13 contains 26921 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39246 members 
Mstep: Class 16 contains 108003 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34358 members 
Mstep: Class 19 contains 156149 members 
Mstep: Class 20 contains 7642 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119184.000000 Penalty: 75686.148438
Iteration 252Q: 23 clusters Score -1.471192e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 109555 members 
Mstep: Class 4 contains 164642 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 40889 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 114121 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36266 members 
Mstep: Class 12 contains 125904 members 
Mstep: Class 13 contains 26902 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39242 members 
Mstep: Class 16 contains 107973 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34371 members 
Mstep: Class 19 contains 156131 members 
Mstep: Class 20 contains 7639 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119120.000000 Penalty: 75686.148438
Iteration 253Q: 23 clusters Score -1.471191e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 109466 members 
Mstep: Class 4 contains 164661 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 6 contains 40896 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 114266 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36262 members 
Mstep: Class 12 contains 125884 members 
Mstep: Class 13 contains 26888 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39233 members 
Mstep: Class 16 contains 107948 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34384 members 
Mstep: Class 19 contains 156131 members 
Mstep: Class 20 contains 7639 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119056.000000 Penalty: 75686.148438
Iteration 254Q: 23 clusters Score -1.471191e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 109380 members 
Mstep: Class 4 contains 164698 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 6 contains 40911 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 114422 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36265 members 
Mstep: Class 12 contains 125857 members 
Mstep: Class 13 contains 26876 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39225 members 
Mstep: Class 16 contains 107924 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34389 members 
Mstep: Class 19 contains 156115 members 
Mstep: Class 20 contains 7637 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119072.000000 Penalty: 75686.148438
Iteration 255Q: 23 clusters Score -1.471191e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 109287 members 
Mstep: Class 4 contains 164716 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 6 contains 40916 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 114611 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36262 members 
Mstep: Class 12 contains 125818 members 
Mstep: Class 13 contains 26860 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39219 members 
Mstep: Class 16 contains 107921 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34408 members 
Mstep: Class 19 contains 156086 members 
Mstep: Class 20 contains 7639 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119408.000000 Penalty: 75686.148438
Iteration 256Q: 23 clusters Score -1.471194e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 109190 members 
Mstep: Class 4 contains 164742 members 
Mstep: Class 5 contains 5258 members 
Mstep: Class 6 contains 40922 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 114819 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36258 members 
Mstep: Class 12 contains 125765 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39216 members 
Mstep: Class 16 contains 107906 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34430 members 
Mstep: Class 19 contains 156044 members 
Mstep: Class 20 contains 7637 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119616.000000 Penalty: 75686.148438
Iteration 257Q: 23 clusters Score -1.471196e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 109084 members 
Mstep: Class 4 contains 164751 members 
Mstep: Class 5 contains 5263 members 
Mstep: Class 6 contains 40927 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 115017 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36247 members 
Mstep: Class 12 contains 125717 members 
Mstep: Class 13 contains 26832 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39216 members 
Mstep: Class 16 contains 107903 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34448 members 
Mstep: Class 19 contains 156028 members 
Mstep: Class 20 contains 7631 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119680.000000 Penalty: 75686.148438
Iteration 258Q: 23 clusters Score -1.471197e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 81878 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108980 members 
Mstep: Class 4 contains 164761 members 
Mstep: Class 5 contains 5266 members 
Mstep: Class 6 contains 40928 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 115201 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36242 members 
Mstep: Class 12 contains 125677 members 
Mstep: Class 13 contains 26817 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39209 members 
Mstep: Class 16 contains 107906 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34464 members 
Mstep: Class 19 contains 156025 members 
Mstep: Class 20 contains 7627 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119552.000000 Penalty: 75686.148438
Iteration 259Q: 23 clusters Score -1.471196e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 1097 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108881 members 
Mstep: Class 4 contains 164750 members 
Mstep: Class 5 contains 5267 members 
Mstep: Class 6 contains 40930 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 115416 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36233 members 
Mstep: Class 12 contains 125634 members 
Mstep: Class 13 contains 26800 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39202 members 
Mstep: Class 16 contains 107904 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34487 members 
Mstep: Class 19 contains 156004 members 
Mstep: Class 20 contains 7620 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119632.000000 Penalty: 75686.148438
Iteration 260F: 23 clusters Score -1.471196e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108786 members 
Mstep: Class 4 contains 164749 members 
Mstep: Class 5 contains 5270 members 
Mstep: Class 6 contains 40936 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 115612 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36229 members 
Mstep: Class 12 contains 125583 members 
Mstep: Class 13 contains 26783 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39194 members 
Mstep: Class 16 contains 107920 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 34505 members 
Mstep: Class 19 contains 155975 members 
Mstep: Class 20 contains 7613 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119840.000000 Penalty: 75686.148438
Iteration 261Q: 23 clusters Score -1.471198e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108720 members 
Mstep: Class 4 contains 164753 members 
Mstep: Class 5 contains 5273 members 
Mstep: Class 6 contains 40943 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 115767 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36225 members 
Mstep: Class 12 contains 125525 members 
Mstep: Class 13 contains 26776 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39186 members 
Mstep: Class 16 contains 107928 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 34515 members 
Mstep: Class 19 contains 155961 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119808.000000 Penalty: 75686.148438
Iteration 262Q: 23 clusters Score -1.471198e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108669 members 
Mstep: Class 4 contains 164774 members 
Mstep: Class 5 contains 5273 members 
Mstep: Class 6 contains 40952 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 115916 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36219 members 
Mstep: Class 12 contains 125471 members 
Mstep: Class 13 contains 26768 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39170 members 
Mstep: Class 16 contains 107932 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 34524 members 
Mstep: Class 19 contains 155925 members 
Mstep: Class 20 contains 7608 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147120064.000000 Penalty: 75686.148438
Iteration 263Q: 23 clusters Score -1.471201e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108620 members 
Mstep: Class 4 contains 164777 members 
Mstep: Class 5 contains 5277 members 
Mstep: Class 6 contains 40962 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 116058 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36213 members 
Mstep: Class 12 contains 125406 members 
Mstep: Class 13 contains 26756 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39165 members 
Mstep: Class 16 contains 107932 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34532 members 
Mstep: Class 19 contains 155919 members 
Mstep: Class 20 contains 7607 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119952.000000 Penalty: 75686.148438
Iteration 264Q: 23 clusters Score -1.4712e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108601 members 
Mstep: Class 4 contains 164775 members 
Mstep: Class 5 contains 5281 members 
Mstep: Class 6 contains 40956 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 116179 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36213 members 
Mstep: Class 12 contains 125336 members 
Mstep: Class 13 contains 26743 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39154 members 
Mstep: Class 16 contains 107944 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34542 members 
Mstep: Class 19 contains 155913 members 
Mstep: Class 20 contains 7608 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119936.000000 Penalty: 75686.148438
Iteration 265Q: 23 clusters Score -1.471199e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108573 members 
Mstep: Class 4 contains 164772 members 
Mstep: Class 5 contains 5282 members 
Mstep: Class 6 contains 40959 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 116303 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36195 members 
Mstep: Class 12 contains 125264 members 
Mstep: Class 13 contains 26730 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39141 members 
Mstep: Class 16 contains 107960 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34549 members 
Mstep: Class 19 contains 155940 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119824.000000 Penalty: 75686.148438
Iteration 266Q: 23 clusters Score -1.471198e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81676 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108544 members 
Mstep: Class 4 contains 164780 members 
Mstep: Class 5 contains 5284 members 
Mstep: Class 6 contains 40965 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 116429 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36186 members 
Mstep: Class 12 contains 125214 members 
Mstep: Class 13 contains 26716 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39123 members 
Mstep: Class 16 contains 107970 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34554 members 
Mstep: Class 19 contains 155930 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119696.000000 Penalty: 75686.148438
Iteration 267Q: 23 clusters Score -1.471197e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108499 members 
Mstep: Class 4 contains 164799 members 
Mstep: Class 5 contains 5286 members 
Mstep: Class 6 contains 40969 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 116565 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36173 members 
Mstep: Class 12 contains 125153 members 
Mstep: Class 13 contains 26705 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39124 members 
Mstep: Class 16 contains 107980 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34564 members 
Mstep: Class 19 contains 155892 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119808.000000 Penalty: 75686.148438
Iteration 268Q: 23 clusters Score -1.471198e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108482 members 
Mstep: Class 4 contains 164810 members 
Mstep: Class 5 contains 5288 members 
Mstep: Class 6 contains 40972 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 116698 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36165 members 
Mstep: Class 12 contains 125099 members 
Mstep: Class 13 contains 26696 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39113 members 
Mstep: Class 16 contains 107976 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34579 members 
Mstep: Class 19 contains 155852 members 
Mstep: Class 20 contains 7607 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119552.000000 Penalty: 75686.148438
Iteration 269Q: 23 clusters Score -1.471196e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81623 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108460 members 
Mstep: Class 4 contains 164810 members 
Mstep: Class 5 contains 5291 members 
Mstep: Class 6 contains 40968 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 116803 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36156 members 
Mstep: Class 12 contains 125044 members 
Mstep: Class 13 contains 26688 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39113 members 
Mstep: Class 16 contains 107980 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34593 members 
Mstep: Class 19 contains 155845 members 
Mstep: Class 20 contains 7607 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119696.000000 Penalty: 75686.148438
Iteration 270Q: 23 clusters Score -1.471197e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108439 members 
Mstep: Class 4 contains 164823 members 
Mstep: Class 5 contains 5297 members 
Mstep: Class 6 contains 40970 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 116925 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36150 members 
Mstep: Class 12 contains 124984 members 
Mstep: Class 13 contains 26677 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39103 members 
Mstep: Class 16 contains 107977 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34609 members 
Mstep: Class 19 contains 155819 members 
Mstep: Class 20 contains 7604 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119696.000000 Penalty: 75686.148438
Iteration 271Q: 23 clusters Score -1.471197e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108426 members 
Mstep: Class 4 contains 164836 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 40974 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117021 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36151 members 
Mstep: Class 12 contains 124930 members 
Mstep: Class 13 contains 26669 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39098 members 
Mstep: Class 16 contains 107979 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34618 members 
Mstep: Class 19 contains 155782 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119824.000000 Penalty: 75686.148438
Iteration 272Q: 23 clusters Score -1.471198e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108413 members 
Mstep: Class 4 contains 164829 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 6 contains 40972 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117124 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36152 members 
Mstep: Class 12 contains 124883 members 
Mstep: Class 13 contains 26658 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39096 members 
Mstep: Class 16 contains 107974 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34643 members 
Mstep: Class 19 contains 155754 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119904.000000 Penalty: 75686.148438
Iteration 273Q: 23 clusters Score -1.471199e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108407 members 
Mstep: Class 4 contains 164830 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 40979 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117213 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 36152 members 
Mstep: Class 12 contains 124831 members 
Mstep: Class 13 contains 26650 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39090 members 
Mstep: Class 16 contains 107971 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34659 members 
Mstep: Class 19 contains 155735 members 
Mstep: Class 20 contains 7601 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119792.000000 Penalty: 75686.148438
Iteration 274Q: 23 clusters Score -1.471198e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108410 members 
Mstep: Class 4 contains 164839 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 6 contains 40987 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117287 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 36157 members 
Mstep: Class 12 contains 124790 members 
Mstep: Class 13 contains 26645 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39081 members 
Mstep: Class 16 contains 107961 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34672 members 
Mstep: Class 19 contains 155707 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119712.000000 Penalty: 75686.148438
Iteration 275Q: 23 clusters Score -1.471197e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108431 members 
Mstep: Class 4 contains 164839 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 6 contains 40988 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117335 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 36158 members 
Mstep: Class 12 contains 124751 members 
Mstep: Class 13 contains 26636 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39072 members 
Mstep: Class 16 contains 107954 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34686 members 
Mstep: Class 19 contains 155700 members 
Mstep: Class 20 contains 7597 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119840.000000 Penalty: 75686.148438
Iteration 276Q: 23 clusters Score -1.471198e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108432 members 
Mstep: Class 4 contains 164834 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 6 contains 40992 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117399 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 36151 members 
Mstep: Class 12 contains 124712 members 
Mstep: Class 13 contains 26630 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39070 members 
Mstep: Class 16 contains 107942 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34696 members 
Mstep: Class 19 contains 155705 members 
Mstep: Class 20 contains 7597 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119680.000000 Penalty: 75686.148438
Iteration 277Q: 23 clusters Score -1.471197e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108440 members 
Mstep: Class 4 contains 164807 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 40993 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117453 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36138 members 
Mstep: Class 12 contains 124682 members 
Mstep: Class 13 contains 26620 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39063 members 
Mstep: Class 16 contains 107939 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34708 members 
Mstep: Class 19 contains 155740 members 
Mstep: Class 20 contains 7597 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147119632.000000 Penalty: 75686.148438
Iteration 278Q: 23 clusters Score -1.471196e+08 nChanged 409
Entering ConstructFrom: 
Score: -147119632.000000 Penalty: 75686.148438
Entering ConstructFrom: 
Trying to split cluster 1 (81470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Entering Unmasked Estep 
Score: -11585584.000000 Penalty: 2804.381592
	Iteration 0F: 2 clusters Score -1.158558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -11530890.000000 Penalty: 5608.763184
	Iteration 0F: 3 clusters Score -1.153089e+07 nChanged 38460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -11552702.000000 Penalty: 5608.763184
	Iteration 1F: 3 clusters Score -1.15527e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -11553590.000000 Penalty: 5608.763184
	Iteration 2Q: 3 clusters Score -1.155359e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -11554796.000000 Penalty: 5608.763184
	Iteration 3Q: 3 clusters Score -1.15548e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -11556749.000000 Penalty: 5608.763184
	Iteration 4Q: 3 clusters Score -1.155675e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -11559944.000000 Penalty: 5608.763184
	Iteration 5F: 3 clusters Score -1.155994e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -11564888.000000 Penalty: 5608.763184
	Iteration 6F: 3 clusters Score -1.156489e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -11570934.000000 Penalty: 5608.763184
	Iteration 7F: 3 clusters Score -1.157093e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -11576247.000000 Penalty: 5608.763184
	Iteration 8F: 3 clusters Score -1.157625e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -11579728.000000 Penalty: 5608.763184
	Iteration 9Q: 3 clusters Score -1.157973e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -11581516.000000 Penalty: 5608.763184
	Iteration 10Q: 3 clusters Score -1.158152e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -11582348.000000 Penalty: 5608.763184
	Iteration 11Q: 3 clusters Score -1.158235e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
Score: -11582768.000000 Penalty: 5608.763184
	Iteration 12Q: 3 clusters Score -1.158277e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -11583004.000000 Penalty: 5608.763184
	Iteration 13Q: 3 clusters Score -1.1583e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 80440 members 
Entering Unmasked Estep 
Score: -11583157.000000 Penalty: 5608.763184
	Iteration 14Q: 3 clusters Score -1.158316e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -11583225.000000 Penalty: 5608.763184
	Iteration 15Q: 3 clusters Score -1.158322e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -11583251.000000 Penalty: 5608.763184
	Iteration 16Q: 3 clusters Score -1.158325e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -11583274.000000 Penalty: 5608.763184
	Iteration 17Q: 3 clusters Score -1.158327e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -11583307.000000 Penalty: 5608.763184
	Iteration 18Q: 3 clusters Score -1.158331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -11583322.000000 Penalty: 5608.763184
	Iteration 19Q: 3 clusters Score -1.158332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -11583320.000000 Penalty: 5608.763184
	Iteration 20F: 3 clusters Score -1.158332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -11583341.000000 Penalty: 5608.763184
	Iteration 21Q: 3 clusters Score -1.158334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -11583336.000000 Penalty: 5608.763184
	Iteration 22Q: 3 clusters Score -1.158334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 80765 members 
Entering Unmasked Estep 
Score: -11583332.000000 Penalty: 5608.763184
	Iteration 23Q: 3 clusters Score -1.158333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -11583341.000000 Penalty: 5608.763184
	Iteration 24Q: 3 clusters Score -1.158334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
Score: -11583355.000000 Penalty: 5608.763184
	Iteration 25Q: 3 clusters Score -1.158336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -11583362.000000 Penalty: 5608.763184
	Iteration 26Q: 3 clusters Score -1.158336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -11583359.000000 Penalty: 5608.763184
	Iteration 27Q: 3 clusters Score -1.158336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 80786 members 
Entering Unmasked Estep 
Score: -11583367.000000 Penalty: 5608.763184
	Iteration 28Q: 3 clusters Score -1.158337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 80785 members 
Entering Unmasked Estep 
Score: -11583371.000000 Penalty: 5608.763184
	Iteration 29Q: 3 clusters Score -1.158337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 80785 members 
Entering Unmasked Estep 
Score: -11583383.000000 Penalty: 5608.763184
	Iteration 30Q: 3 clusters Score -1.158338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 80786 members 
Entering Unmasked Estep 
Score: -11583381.000000 Penalty: 5608.763184
	Iteration 31Q: 3 clusters Score -1.158338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -11583377.000000 Penalty: 5608.763184
	Iteration 32Q: 3 clusters Score -1.158338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -11583381.000000 Penalty: 5608.763184
	Iteration 33Q: 3 clusters Score -1.158338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -11583389.000000 Penalty: 5608.763184
	Iteration 34Q: 3 clusters Score -1.158339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -11583387.000000 Penalty: 5608.763184
	Iteration 35Q: 3 clusters Score -1.158339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -11583384.000000 Penalty: 5608.763184
	Iteration 36Q: 3 clusters Score -1.158338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -11583392.000000 Penalty: 5608.763184
	Iteration 37Q: 3 clusters Score -1.158339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 80798 members 
Entering Unmasked Estep 
Score: -11583390.000000 Penalty: 5608.763184
	Iteration 38Q: 3 clusters Score -1.158339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -11583378.000000 Penalty: 5608.763184
	Iteration 39Q: 3 clusters Score -1.158338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -11583377.000000 Penalty: 5608.763184
	Iteration 40F: 3 clusters Score -1.158338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
Score: -11583379.000000 Penalty: 5608.763184
	Iteration 41Q: 3 clusters Score -1.158338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -11583381.000000 Penalty: 5608.763184
	Iteration 42Q: 3 clusters Score -1.158338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -11583381.000000 Penalty: 5608.763184
	Iteration 43F: 3 clusters Score -1.158338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -26508.255859 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -26508.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25397.535156 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -25397.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25489.806641 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -25489.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25538.900391 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -25538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25549.751953 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -25549.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25549.751953 Penalty: 2666.138184
	Iteration 4F: 3 clusters Score -25549.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108425 members 
Entering Unmasked Estep 
Score: -15430815.000000 Penalty: 2875.265869
	Iteration 0F: 2 clusters Score -1.543082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -15359845.000000 Penalty: 5750.531738
	Iteration 0F: 3 clusters Score -1.535984e+07 nChanged 51455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -15389860.000000 Penalty: 5750.531738
	Iteration 1F: 3 clusters Score -1.538986e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -15391797.000000 Penalty: 5750.531738
	Iteration 2Q: 3 clusters Score -1.53918e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -15395513.000000 Penalty: 5750.531738
	Iteration 3F: 3 clusters Score -1.539551e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -15401406.000000 Penalty: 5750.531738
	Iteration 4F: 3 clusters Score -1.540141e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -15409119.000000 Penalty: 5750.531738
	Iteration 5F: 3 clusters Score -1.540912e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -15416561.000000 Penalty: 5750.531738
	Iteration 6F: 3 clusters Score -1.541656e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80538 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -15421801.000000 Penalty: 5750.531738
	Iteration 7F: 3 clusters Score -1.54218e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -15424801.000000 Penalty: 5750.531738
	Iteration 8Q: 3 clusters Score -1.54248e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -15426179.000000 Penalty: 5750.531738
	Iteration 9Q: 3 clusters Score -1.542618e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -15426963.000000 Penalty: 5750.531738
	Iteration 10Q: 3 clusters Score -1.542696e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87575 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -15427407.000000 Penalty: 5750.531738
	Iteration 11Q: 3 clusters Score -1.542741e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -15427729.000000 Penalty: 5750.531738
	Iteration 12Q: 3 clusters Score -1.542773e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -15428022.000000 Penalty: 5750.531738
	Iteration 13Q: 3 clusters Score -1.542802e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -15428283.000000 Penalty: 5750.531738
	Iteration 14Q: 3 clusters Score -1.542828e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -15428592.000000 Penalty: 5750.531738
	Iteration 15Q: 3 clusters Score -1.542859e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92602 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -15428812.000000 Penalty: 5750.531738
	Iteration 16Q: 3 clusters Score -1.542881e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93506 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -15428991.000000 Penalty: 5750.531738
	Iteration 17Q: 3 clusters Score -1.542899e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -15429252.000000 Penalty: 5750.531738
	Iteration 18Q: 3 clusters Score -1.542925e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95231 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -15429484.000000 Penalty: 5750.531738
	Iteration 19Q: 3 clusters Score -1.542948e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -15429750.000000 Penalty: 5750.531738
	Iteration 20F: 3 clusters Score -1.542975e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -15430046.000000 Penalty: 5750.531738
	Iteration 21Q: 3 clusters Score -1.543005e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -15430286.000000 Penalty: 5750.531738
	Iteration 22Q: 3 clusters Score -1.543029e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -15430543.000000 Penalty: 5750.531738
	Iteration 23Q: 3 clusters Score -1.543054e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98757 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -15430709.000000 Penalty: 5750.531738
	Iteration 24Q: 3 clusters Score -1.543071e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99203 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -15430869.000000 Penalty: 5750.531738
	Iteration 25Q: 3 clusters Score -1.543087e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99597 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -15430953.000000 Penalty: 5750.531738
	Iteration 26Q: 3 clusters Score -1.543095e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -15431049.000000 Penalty: 5750.531738
	Iteration 27Q: 3 clusters Score -1.543105e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100235 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -15431118.000000 Penalty: 5750.531738
	Iteration 28Q: 3 clusters Score -1.543112e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -15431099.000000 Penalty: 5750.531738
	Iteration 29Q: 3 clusters Score -1.54311e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100646 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -15431114.000000 Penalty: 5750.531738
	Iteration 30Q: 3 clusters Score -1.543111e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100833 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -15431076.000000 Penalty: 5750.531738
	Iteration 31Q: 3 clusters Score -1.543108e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -15431080.000000 Penalty: 5750.531738
	Iteration 32Q: 3 clusters Score -1.543108e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101140 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -15431085.000000 Penalty: 5750.531738
	Iteration 33Q: 3 clusters Score -1.543108e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101250 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -15431066.000000 Penalty: 5750.531738
	Iteration 34Q: 3 clusters Score -1.543107e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -15431055.000000 Penalty: 5750.531738
	Iteration 35Q: 3 clusters Score -1.543106e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -15431054.000000 Penalty: 5750.531738
	Iteration 36Q: 3 clusters Score -1.543105e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -15431031.000000 Penalty: 5750.531738
	Iteration 37Q: 3 clusters Score -1.543103e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101658 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -15431085.000000 Penalty: 5750.531738
	Iteration 38Q: 3 clusters Score -1.543108e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101746 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -15431050.000000 Penalty: 5750.531738
	Iteration 39Q: 3 clusters Score -1.543105e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -15431055.000000 Penalty: 5750.531738
	Iteration 40F: 3 clusters Score -1.543106e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -15431093.000000 Penalty: 5750.531738
	Iteration 41Q: 3 clusters Score -1.543109e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101999 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -15431113.000000 Penalty: 5750.531738
	Iteration 42Q: 3 clusters Score -1.543111e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102094 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -15431121.000000 Penalty: 5750.531738
	Iteration 43Q: 3 clusters Score -1.543112e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102167 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -15431090.000000 Penalty: 5750.531738
	Iteration 44Q: 3 clusters Score -1.543109e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102233 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -15431068.000000 Penalty: 5750.531738
	Iteration 45Q: 3 clusters Score -1.543107e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -15431040.000000 Penalty: 5750.531738
	Iteration 46Q: 3 clusters Score -1.543104e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102344 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -15431060.000000 Penalty: 5750.531738
	Iteration 47Q: 3 clusters Score -1.543106e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102396 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -15431076.000000 Penalty: 5750.531738
	Iteration 48Q: 3 clusters Score -1.543108e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -15431091.000000 Penalty: 5750.531738
	Iteration 49Q: 3 clusters Score -1.543109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102465 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -15431090.000000 Penalty: 5750.531738
	Iteration 50Q: 3 clusters Score -1.543109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102490 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -15431107.000000 Penalty: 5750.531738
	Iteration 51Q: 3 clusters Score -1.543111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102508 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -15431112.000000 Penalty: 5750.531738
	Iteration 52Q: 3 clusters Score -1.543111e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102527 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -15431103.000000 Penalty: 5750.531738
	Iteration 53Q: 3 clusters Score -1.54311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -15431108.000000 Penalty: 5750.531738
	Iteration 54Q: 3 clusters Score -1.543111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102554 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -15431097.000000 Penalty: 5750.531738
	Iteration 55Q: 3 clusters Score -1.54311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102570 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -15431099.000000 Penalty: 5750.531738
	Iteration 56Q: 3 clusters Score -1.54311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102579 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -15431101.000000 Penalty: 5750.531738
	Iteration 57Q: 3 clusters Score -1.54311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -15431128.000000 Penalty: 5750.531738
	Iteration 58Q: 3 clusters Score -1.543113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102603 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -15431107.000000 Penalty: 5750.531738
	Iteration 59Q: 3 clusters Score -1.543111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -15431089.000000 Penalty: 5750.531738
	Iteration 60F: 3 clusters Score -1.543109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102620 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -15431103.000000 Penalty: 5750.531738
	Iteration 61Q: 3 clusters Score -1.54311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102631 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -15431116.000000 Penalty: 5750.531738
	Iteration 62Q: 3 clusters Score -1.543112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -15431109.000000 Penalty: 5750.531738
	Iteration 63Q: 3 clusters Score -1.543111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102661 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -15431099.000000 Penalty: 5750.531738
	Iteration 64Q: 3 clusters Score -1.54311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -15431108.000000 Penalty: 5750.531738
	Iteration 65Q: 3 clusters Score -1.543111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -15431107.000000 Penalty: 5750.531738
	Iteration 66Q: 3 clusters Score -1.543111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102683 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -15431093.000000 Penalty: 5750.531738
	Iteration 67Q: 3 clusters Score -1.543109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102689 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -15431092.000000 Penalty: 5750.531738
	Iteration 68Q: 3 clusters Score -1.543109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102695 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -15431104.000000 Penalty: 5750.531738
	Iteration 69Q: 3 clusters Score -1.54311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -15431125.000000 Penalty: 5750.531738
	Iteration 70Q: 3 clusters Score -1.543112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102718 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -15431111.000000 Penalty: 5750.531738
	Iteration 71Q: 3 clusters Score -1.543111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -15431089.000000 Penalty: 5750.531738
	Iteration 72Q: 3 clusters Score -1.543109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -15431099.000000 Penalty: 5750.531738
	Iteration 73Q: 3 clusters Score -1.54311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -15431092.000000 Penalty: 5750.531738
	Iteration 74Q: 3 clusters Score -1.543109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102763 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -15431093.000000 Penalty: 5750.531738
	Iteration 75Q: 3 clusters Score -1.543109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102770 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -15431102.000000 Penalty: 5750.531738
	Iteration 76Q: 3 clusters Score -1.54311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102780 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -15431099.000000 Penalty: 5750.531738
	Iteration 77Q: 3 clusters Score -1.54311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -15431102.000000 Penalty: 5750.531738
	Iteration 78Q: 3 clusters Score -1.54311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102797 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -15431110.000000 Penalty: 5750.531738
	Iteration 79Q: 3 clusters Score -1.543111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -15431117.000000 Penalty: 5750.531738
	Iteration 80F: 3 clusters Score -1.543112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -15431119.000000 Penalty: 5750.531738
	Iteration 81Q: 3 clusters Score -1.543112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102814 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -15431120.000000 Penalty: 5750.531738
	Iteration 82Q: 3 clusters Score -1.543112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102818 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -15431122.000000 Penalty: 5750.531738
	Iteration 83Q: 3 clusters Score -1.543112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102822 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -15431125.000000 Penalty: 5750.531738
	Iteration 84Q: 3 clusters Score -1.543112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -15431141.000000 Penalty: 5750.531738
	Iteration 85Q: 3 clusters Score -1.543114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102836 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -15431117.000000 Penalty: 5750.531738
	Iteration 86Q: 3 clusters Score -1.543112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102843 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -15431114.000000 Penalty: 5750.531738
	Iteration 87Q: 3 clusters Score -1.543111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -15431111.000000 Penalty: 5750.531738
	Iteration 88Q: 3 clusters Score -1.543111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102845 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -15431124.000000 Penalty: 5750.531738
	Iteration 89Q: 3 clusters Score -1.543112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102846 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -15431127.000000 Penalty: 5750.531738
	Iteration 90Q: 3 clusters Score -1.543113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -15431118.000000 Penalty: 5750.531738
	Iteration 91Q: 3 clusters Score -1.543112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102848 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -15431121.000000 Penalty: 5750.531738
	Iteration 92Q: 3 clusters Score -1.543112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102849 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -15431120.000000 Penalty: 5750.531738
	Iteration 93Q: 3 clusters Score -1.543112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102850 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -15431125.000000 Penalty: 5750.531738
	Iteration 94Q: 3 clusters Score -1.543112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -15431121.000000 Penalty: 5750.531738
	Iteration 95Q: 3 clusters Score -1.543112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -15431121.000000 Penalty: 5750.531738
	Iteration 96F: 3 clusters Score -1.543112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 102851 members 
Mstep: Class 4 contains 164775 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 6 contains 41000 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117514 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36131 members 
Mstep: Class 12 contains 124656 members 
Mstep: Class 13 contains 26610 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39055 members 
Mstep: Class 16 contains 107924 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34730 members 
Mstep: Class 19 contains 155785 members 
Mstep: Class 20 contains 7598 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 5574 members 
Entering Unmasked Estep 
Score: -147119056.000000 Penalty: 79126.429688
Splitting cluster 3 changes total score from -147119632.000000 to -147119056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (164775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164775 members 
Entering Unmasked Estep 
Score: -23092614.000000 Penalty: 2979.059326
	Iteration 0F: 2 clusters Score -2.309261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -22988254.000000 Penalty: 5958.118652
	Iteration 0F: 3 clusters Score -2.298825e+07 nChanged 78825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83923 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -23034092.000000 Penalty: 5958.118652
	Iteration 1F: 3 clusters Score -2.303409e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -23034954.000000 Penalty: 5958.118652
	Iteration 2Q: 3 clusters Score -2.303495e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86233 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -23035910.000000 Penalty: 5958.118652
	Iteration 3Q: 3 clusters Score -2.303591e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -23037102.000000 Penalty: 5958.118652
	Iteration 4Q: 3 clusters Score -2.30371e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -23039022.000000 Penalty: 5958.118652
	Iteration 5Q: 3 clusters Score -2.303902e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -23042634.000000 Penalty: 5958.118652
	Iteration 6Q: 3 clusters Score -2.304263e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102953 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -23048654.000000 Penalty: 5958.118652
	Iteration 7F: 3 clusters Score -2.304865e+07 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112255 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -23057972.000000 Penalty: 5958.118652
	Iteration 8F: 3 clusters Score -2.305797e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122551 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -23069004.000000 Penalty: 5958.118652
	Iteration 9F: 3 clusters Score -2.3069e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131271 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -23079140.000000 Penalty: 5958.118652
	Iteration 10F: 3 clusters Score -2.307914e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137205 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -23085806.000000 Penalty: 5958.118652
	Iteration 11Q: 3 clusters Score -2.308581e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141178 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -23089444.000000 Penalty: 5958.118652
	Iteration 12Q: 3 clusters Score -2.308944e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144186 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -23091574.000000 Penalty: 5958.118652
	Iteration 13Q: 3 clusters Score -2.309157e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146633 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -23092676.000000 Penalty: 5958.118652
	Iteration 14Q: 3 clusters Score -2.309268e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148585 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -23093252.000000 Penalty: 5958.118652
	Iteration 15Q: 3 clusters Score -2.309325e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150216 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -23093668.000000 Penalty: 5958.118652
	Iteration 16Q: 3 clusters Score -2.309367e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151566 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -23093764.000000 Penalty: 5958.118652
	Iteration 17Q: 3 clusters Score -2.309376e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152676 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -23093840.000000 Penalty: 5958.118652
	Iteration 18Q: 3 clusters Score -2.309384e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153677 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -23093760.000000 Penalty: 5958.118652
	Iteration 19Q: 3 clusters Score -2.309376e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154559 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -23093604.000000 Penalty: 5958.118652
	Iteration 20F: 3 clusters Score -2.30936e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155314 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -23093518.000000 Penalty: 5958.118652
	Iteration 21Q: 3 clusters Score -2.309352e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155958 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -23093498.000000 Penalty: 5958.118652
	Iteration 22Q: 3 clusters Score -2.30935e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156533 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -23093330.000000 Penalty: 5958.118652
	Iteration 23Q: 3 clusters Score -2.309333e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157037 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -23093250.000000 Penalty: 5958.118652
	Iteration 24Q: 3 clusters Score -2.309325e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -23093118.000000 Penalty: 5958.118652
	Iteration 25Q: 3 clusters Score -2.309312e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157837 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -23093082.000000 Penalty: 5958.118652
	Iteration 26Q: 3 clusters Score -2.309308e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158172 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -23092994.000000 Penalty: 5958.118652
	Iteration 27Q: 3 clusters Score -2.309299e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158479 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -23092932.000000 Penalty: 5958.118652
	Iteration 28Q: 3 clusters Score -2.309293e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158754 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -23092858.000000 Penalty: 5958.118652
	Iteration 29Q: 3 clusters Score -2.309286e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159008 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -23092742.000000 Penalty: 5958.118652
	Iteration 30Q: 3 clusters Score -2.309274e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159257 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -23092690.000000 Penalty: 5958.118652
	Iteration 31Q: 3 clusters Score -2.309269e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159489 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -23092600.000000 Penalty: 5958.118652
	Iteration 32Q: 3 clusters Score -2.30926e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159695 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -23092482.000000 Penalty: 5958.118652
	Iteration 33Q: 3 clusters Score -2.309248e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159879 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -23092470.000000 Penalty: 5958.118652
	Iteration 34Q: 3 clusters Score -2.309247e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160056 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -23092390.000000 Penalty: 5958.118652
	Iteration 35Q: 3 clusters Score -2.309239e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160209 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -23092302.000000 Penalty: 5958.118652
	Iteration 36Q: 3 clusters Score -2.30923e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160342 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -23092228.000000 Penalty: 5958.118652
	Iteration 37Q: 3 clusters Score -2.309223e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160469 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -23092176.000000 Penalty: 5958.118652
	Iteration 38Q: 3 clusters Score -2.309218e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160582 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -23092152.000000 Penalty: 5958.118652
	Iteration 39Q: 3 clusters Score -2.309215e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160680 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -23092102.000000 Penalty: 5958.118652
	Iteration 40F: 3 clusters Score -2.30921e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160767 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -23092082.000000 Penalty: 5958.118652
	Iteration 41Q: 3 clusters Score -2.309208e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160850 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -23092074.000000 Penalty: 5958.118652
	Iteration 42Q: 3 clusters Score -2.309207e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160920 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -23092024.000000 Penalty: 5958.118652
	Iteration 43Q: 3 clusters Score -2.309202e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160987 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -23092016.000000 Penalty: 5958.118652
	Iteration 44Q: 3 clusters Score -2.309202e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161047 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -23092008.000000 Penalty: 5958.118652
	Iteration 45Q: 3 clusters Score -2.309201e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161097 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -23092026.000000 Penalty: 5958.118652
	Iteration 46Q: 3 clusters Score -2.309203e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161147 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -23091990.000000 Penalty: 5958.118652
	Iteration 47Q: 3 clusters Score -2.309199e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161185 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -23092002.000000 Penalty: 5958.118652
	Iteration 48Q: 3 clusters Score -2.3092e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161225 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -23091992.000000 Penalty: 5958.118652
	Iteration 49Q: 3 clusters Score -2.309199e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161266 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -23091952.000000 Penalty: 5958.118652
	Iteration 50Q: 3 clusters Score -2.309195e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161296 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -23091962.000000 Penalty: 5958.118652
	Iteration 51Q: 3 clusters Score -2.309196e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161333 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -23091954.000000 Penalty: 5958.118652
	Iteration 52Q: 3 clusters Score -2.309195e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161370 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -23091916.000000 Penalty: 5958.118652
	Iteration 53Q: 3 clusters Score -2.309192e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161402 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -23091888.000000 Penalty: 5958.118652
	Iteration 54Q: 3 clusters Score -2.309189e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161438 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -23091890.000000 Penalty: 5958.118652
	Iteration 55Q: 3 clusters Score -2.309189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161468 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -23091856.000000 Penalty: 5958.118652
	Iteration 56Q: 3 clusters Score -2.309186e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161499 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -23091814.000000 Penalty: 5958.118652
	Iteration 57Q: 3 clusters Score -2.309181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161524 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -23091808.000000 Penalty: 5958.118652
	Iteration 58Q: 3 clusters Score -2.309181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161547 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -23091810.000000 Penalty: 5958.118652
	Iteration 59Q: 3 clusters Score -2.309181e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161577 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -23091782.000000 Penalty: 5958.118652
	Iteration 60F: 3 clusters Score -2.309178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161606 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -23091774.000000 Penalty: 5958.118652
	Iteration 61Q: 3 clusters Score -2.309177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161628 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -23091772.000000 Penalty: 5958.118652
	Iteration 62Q: 3 clusters Score -2.309177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161654 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -23091762.000000 Penalty: 5958.118652
	Iteration 63Q: 3 clusters Score -2.309176e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161688 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -23091756.000000 Penalty: 5958.118652
	Iteration 64Q: 3 clusters Score -2.309176e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161715 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -23091778.000000 Penalty: 5958.118652
	Iteration 65Q: 3 clusters Score -2.309178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161740 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -23091770.000000 Penalty: 5958.118652
	Iteration 66Q: 3 clusters Score -2.309177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161764 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -23091766.000000 Penalty: 5958.118652
	Iteration 67Q: 3 clusters Score -2.309177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161786 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -23091794.000000 Penalty: 5958.118652
	Iteration 68Q: 3 clusters Score -2.309179e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -23091746.000000 Penalty: 5958.118652
	Iteration 69Q: 3 clusters Score -2.309175e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161832 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -23091754.000000 Penalty: 5958.118652
	Iteration 70Q: 3 clusters Score -2.309175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -23091718.000000 Penalty: 5958.118652
	Iteration 71Q: 3 clusters Score -2.309172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161882 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -23091698.000000 Penalty: 5958.118652
	Iteration 72Q: 3 clusters Score -2.30917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161901 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -23091710.000000 Penalty: 5958.118652
	Iteration 73Q: 3 clusters Score -2.309171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161912 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -23091734.000000 Penalty: 5958.118652
	Iteration 74Q: 3 clusters Score -2.309173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161922 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -23091724.000000 Penalty: 5958.118652
	Iteration 75Q: 3 clusters Score -2.309172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161931 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -23091744.000000 Penalty: 5958.118652
	Iteration 76Q: 3 clusters Score -2.309174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161938 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -23091756.000000 Penalty: 5958.118652
	Iteration 77Q: 3 clusters Score -2.309176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161946 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -23091734.000000 Penalty: 5958.118652
	Iteration 78Q: 3 clusters Score -2.309173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161961 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -23091744.000000 Penalty: 5958.118652
	Iteration 79Q: 3 clusters Score -2.309174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161974 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -23091734.000000 Penalty: 5958.118652
	Iteration 80F: 3 clusters Score -2.309173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161988 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -23091726.000000 Penalty: 5958.118652
	Iteration 81Q: 3 clusters Score -2.309173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162000 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -23091702.000000 Penalty: 5958.118652
	Iteration 82Q: 3 clusters Score -2.30917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162009 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -23091698.000000 Penalty: 5958.118652
	Iteration 83Q: 3 clusters Score -2.30917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162017 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -23091696.000000 Penalty: 5958.118652
	Iteration 84Q: 3 clusters Score -2.30917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162033 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -23091708.000000 Penalty: 5958.118652
	Iteration 85Q: 3 clusters Score -2.309171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162044 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -23091700.000000 Penalty: 5958.118652
	Iteration 86Q: 3 clusters Score -2.30917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162053 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -23091700.000000 Penalty: 5958.118652
	Iteration 87Q: 3 clusters Score -2.30917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162063 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -23091694.000000 Penalty: 5958.118652
	Iteration 88Q: 3 clusters Score -2.309169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162069 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -23091686.000000 Penalty: 5958.118652
	Iteration 89Q: 3 clusters Score -2.309169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162074 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -23091680.000000 Penalty: 5958.118652
	Iteration 90Q: 3 clusters Score -2.309168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162078 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -23091670.000000 Penalty: 5958.118652
	Iteration 91Q: 3 clusters Score -2.309167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162083 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -23091678.000000 Penalty: 5958.118652
	Iteration 92Q: 3 clusters Score -2.309168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162088 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -23091666.000000 Penalty: 5958.118652
	Iteration 93Q: 3 clusters Score -2.309167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162092 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -23091672.000000 Penalty: 5958.118652
	Iteration 94Q: 3 clusters Score -2.309167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162094 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -23091670.000000 Penalty: 5958.118652
	Iteration 95Q: 3 clusters Score -2.309167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162097 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -23091670.000000 Penalty: 5958.118652
	Iteration 96Q: 3 clusters Score -2.309167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162098 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -23091668.000000 Penalty: 5958.118652
	Iteration 97Q: 3 clusters Score -2.309167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162099 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -23091668.000000 Penalty: 5958.118652
	Iteration 98Q: 3 clusters Score -2.309167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162101 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -23091670.000000 Penalty: 5958.118652
	Iteration 99Q: 3 clusters Score -2.309167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162101 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -23091670.000000 Penalty: 5958.118652
	Iteration 100F: 3 clusters Score -2.309167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -745538.187500 Penalty: 2127.088623
	Iteration 0F: 2 clusters Score -745538.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -740928.250000 Penalty: 4254.177246
	Iteration 0F: 3 clusters Score -740928.2 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -742204.500000 Penalty: 4254.177246
	Iteration 1F: 3 clusters Score -742204.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -742694.750000 Penalty: 4254.177246
	Iteration 2F: 3 clusters Score -742694.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -743104.750000 Penalty: 4254.177246
	Iteration 3F: 3 clusters Score -743104.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -743533.062500 Penalty: 4254.177246
	Iteration 4F: 3 clusters Score -743533.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -743986.312500 Penalty: 4254.177246
	Iteration 5F: 3 clusters Score -743986.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -744465.125000 Penalty: 4254.177246
	Iteration 6F: 3 clusters Score -744465.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -744877.937500 Penalty: 4254.177246
	Iteration 7F: 3 clusters Score -744877.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -745159.500000 Penalty: 4254.177246
	Iteration 8Q: 3 clusters Score -745159.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -745360.687500 Penalty: 4254.177246
	Iteration 9Q: 3 clusters Score -745360.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -745507.375000 Penalty: 4254.177246
	Iteration 10Q: 3 clusters Score -745507.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -745622.812500 Penalty: 4254.177246
	Iteration 11Q: 3 clusters Score -745622.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -745680.062500 Penalty: 4254.177246
	Iteration 12Q: 3 clusters Score -745680.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -745701.875000 Penalty: 4254.177246
	Iteration 13Q: 3 clusters Score -745701.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -745714.812500 Penalty: 4254.177246
	Iteration 14Q: 3 clusters Score -745714.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -745720.812500 Penalty: 4254.177246
	Iteration 15Q: 3 clusters Score -745720.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -745726.062500 Penalty: 4254.177246
	Iteration 16Q: 3 clusters Score -745726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -745728.750000 Penalty: 4254.177246
	Iteration 17Q: 3 clusters Score -745728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -745728.562500 Penalty: 4254.177246
	Iteration 18Q: 3 clusters Score -745728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -745728.625000 Penalty: 4254.177246
	Iteration 19Q: 3 clusters Score -745728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -745729.625000 Penalty: 4254.177246
	Iteration 20F: 3 clusters Score -745729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -745730.812500 Penalty: 4254.177246
	Iteration 21Q: 3 clusters Score -745730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -745730.312500 Penalty: 4254.177246
	Iteration 22Q: 3 clusters Score -745730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -745730.312500 Penalty: 4254.177246
	Iteration 23F: 3 clusters Score -745730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108425 members 
Mstep: Class 4 contains 164775 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 41000 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117514 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36131 members 
Mstep: Class 12 contains 124656 members 
Mstep: Class 13 contains 26610 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39055 members 
Mstep: Class 16 contains 107924 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34730 members 
Mstep: Class 19 contains 155785 members 
Mstep: Class 20 contains 7598 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 975 members 
Entering Unmasked Estep 
Score: -147118784.000000 Penalty: 79126.429688
Splitting cluster 5 changes total score from -147119632.000000 to -147118784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (41000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Entering Unmasked Estep 
Score: -5858186.500000 Penalty: 2634.089111
	Iteration 0F: 2 clusters Score -5858186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -5830392.000000 Penalty: 5268.178223
	Iteration 0F: 3 clusters Score -5830392 nChanged 18675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -5840759.000000 Penalty: 5268.178223
	Iteration 1F: 3 clusters Score -5840759 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -5841230.500000 Penalty: 5268.178223
	Iteration 2Q: 3 clusters Score -5841230 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -5841626.500000 Penalty: 5268.178223
	Iteration 3Q: 3 clusters Score -5841626 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -5842063.000000 Penalty: 5268.178223
	Iteration 4Q: 3 clusters Score -5842063 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -5842451.500000 Penalty: 5268.178223
	Iteration 5Q: 3 clusters Score -5842452 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -5842879.500000 Penalty: 5268.178223
	Iteration 6Q: 3 clusters Score -5842880 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -5843381.000000 Penalty: 5268.178223
	Iteration 7Q: 3 clusters Score -5843381 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -5844031.000000 Penalty: 5268.178223
	Iteration 8Q: 3 clusters Score -5844031 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -5844902.000000 Penalty: 5268.178223
	Iteration 9Q: 3 clusters Score -5844902 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -5846116.500000 Penalty: 5268.178223
	Iteration 10F: 3 clusters Score -5846116 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -5847591.000000 Penalty: 5268.178223
	Iteration 11F: 3 clusters Score -5847591 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -5849407.500000 Penalty: 5268.178223
	Iteration 12F: 3 clusters Score -5849408 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -5851145.000000 Penalty: 5268.178223
	Iteration 13F: 3 clusters Score -5851145 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5852455.500000 Penalty: 5268.178223
	Iteration 14Q: 3 clusters Score -5852456 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5853507.500000 Penalty: 5268.178223
	Iteration 15Q: 3 clusters Score -5853508 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5854277.000000 Penalty: 5268.178223
	Iteration 16Q: 3 clusters Score -5854277 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5854811.500000 Penalty: 5268.178223
	Iteration 17Q: 3 clusters Score -5854812 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5855187.000000 Penalty: 5268.178223
	Iteration 18Q: 3 clusters Score -5855187 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5855473.000000 Penalty: 5268.178223
	Iteration 19Q: 3 clusters Score -5855473 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5855643.000000 Penalty: 5268.178223
	Iteration 20F: 3 clusters Score -5855643 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5855717.000000 Penalty: 5268.178223
	Iteration 21Q: 3 clusters Score -5855717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5855789.500000 Penalty: 5268.178223
	Iteration 22Q: 3 clusters Score -5855790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5855824.500000 Penalty: 5268.178223
	Iteration 23Q: 3 clusters Score -5855824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5855855.000000 Penalty: 5268.178223
	Iteration 24Q: 3 clusters Score -5855855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5855861.000000 Penalty: 5268.178223
	Iteration 25Q: 3 clusters Score -5855861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5855888.000000 Penalty: 5268.178223
	Iteration 26Q: 3 clusters Score -5855888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5855914.000000 Penalty: 5268.178223
	Iteration 27Q: 3 clusters Score -5855914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5855913.500000 Penalty: 5268.178223
	Iteration 28Q: 3 clusters Score -5855914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5855914.000000 Penalty: 5268.178223
	Iteration 29Q: 3 clusters Score -5855914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5855915.000000 Penalty: 5268.178223
	Iteration 30Q: 3 clusters Score -5855915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5855916.500000 Penalty: 5268.178223
	Iteration 31Q: 3 clusters Score -5855916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5855925.500000 Penalty: 5268.178223
	Iteration 32Q: 3 clusters Score -5855926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5855926.000000 Penalty: 5268.178223
	Iteration 33Q: 3 clusters Score -5855926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5855927.000000 Penalty: 5268.178223
	Iteration 34Q: 3 clusters Score -5855927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5855931.000000 Penalty: 5268.178223
	Iteration 35Q: 3 clusters Score -5855931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5855935.000000 Penalty: 5268.178223
	Iteration 36Q: 3 clusters Score -5855935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5855941.500000 Penalty: 5268.178223
	Iteration 37Q: 3 clusters Score -5855942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5855943.500000 Penalty: 5268.178223
	Iteration 38Q: 3 clusters Score -5855944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5855951.500000 Penalty: 5268.178223
	Iteration 39Q: 3 clusters Score -5855952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5855953.000000 Penalty: 5268.178223
	Iteration 40F: 3 clusters Score -5855953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -326760.687500 Penalty: 1926.386475
	Iteration 0F: 2 clusters Score -326760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -323902.812500 Penalty: 3852.772949
	Iteration 0F: 3 clusters Score -323902.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -324527.375000 Penalty: 3852.772949
	Iteration 1F: 3 clusters Score -324527.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -324936.750000 Penalty: 3852.772949
	Iteration 2F: 3 clusters Score -324936.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -325341.625000 Penalty: 3852.772949
	Iteration 3F: 3 clusters Score -325341.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -325610.625000 Penalty: 3852.772949
	Iteration 4F: 3 clusters Score -325610.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -325806.375000 Penalty: 3852.772949
	Iteration 5F: 3 clusters Score -325806.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -325949.218750 Penalty: 3852.772949
	Iteration 6Q: 3 clusters Score -325949.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -326035.250000 Penalty: 3852.772949
	Iteration 7Q: 3 clusters Score -326035.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -326087.375000 Penalty: 3852.772949
	Iteration 8Q: 3 clusters Score -326087.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -326130.000000 Penalty: 3852.772949
	Iteration 9Q: 3 clusters Score -326130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -326158.437500 Penalty: 3852.772949
	Iteration 10Q: 3 clusters Score -326158.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -326177.687500 Penalty: 3852.772949
	Iteration 11Q: 3 clusters Score -326177.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -326191.843750 Penalty: 3852.772949
	Iteration 12Q: 3 clusters Score -326191.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -326204.468750 Penalty: 3852.772949
	Iteration 13Q: 3 clusters Score -326204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -326212.500000 Penalty: 3852.772949
	Iteration 14Q: 3 clusters Score -326212.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -326219.531250 Penalty: 3852.772949
	Iteration 15Q: 3 clusters Score -326219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -326220.062500 Penalty: 3852.772949
	Iteration 16Q: 3 clusters Score -326220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -326220.656250 Penalty: 3852.772949
	Iteration 17Q: 3 clusters Score -326220.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -326220.656250 Penalty: 3852.772949
	Iteration 18F: 3 clusters Score -326220.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117514 members 
Entering Unmasked Estep 
Score: -16750624.000000 Penalty: 2895.229492
	Iteration 0F: 2 clusters Score -1.675062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -16672462.000000 Penalty: 5790.458984
	Iteration 0F: 3 clusters Score -1.667246e+07 nChanged 56051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -16704531.000000 Penalty: 5790.458984
	Iteration 1F: 3 clusters Score -1.670453e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -16705462.000000 Penalty: 5790.458984
	Iteration 2Q: 3 clusters Score -1.670546e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 67161 members 
Entering Unmasked Estep 
Score: -16706708.000000 Penalty: 5790.458984
	Iteration 3Q: 3 clusters Score -1.670671e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -16708863.000000 Penalty: 5790.458984
	Iteration 4Q: 3 clusters Score -1.670886e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 78345 members 
Entering Unmasked Estep 
Score: -16712662.000000 Penalty: 5790.458984
	Iteration 5F: 3 clusters Score -1.671266e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 87491 members 
Entering Unmasked Estep 
Score: -16719428.000000 Penalty: 5790.458984
	Iteration 6F: 3 clusters Score -1.671943e+07 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 98658 members 
Entering Unmasked Estep 
Score: -16729763.000000 Penalty: 5790.458984
	Iteration 7F: 3 clusters Score -1.672976e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 108800 members 
Entering Unmasked Estep 
Score: -16739638.000000 Penalty: 5790.458984
	Iteration 8F: 3 clusters Score -1.673964e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 114514 members 
Entering Unmasked Estep 
Score: -16745242.000000 Penalty: 5790.458984
	Iteration 9Q: 3 clusters Score -1.674524e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 116541 members 
Entering Unmasked Estep 
Score: -16747210.000000 Penalty: 5790.458984
	Iteration 10Q: 3 clusters Score -1.674721e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 117061 members 
Entering Unmasked Estep 
Score: -16747722.000000 Penalty: 5790.458984
	Iteration 11Q: 3 clusters Score -1.674772e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 117188 members 
Entering Unmasked Estep 
Score: -16747898.000000 Penalty: 5790.458984
	Iteration 12Q: 3 clusters Score -1.67479e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 117227 members 
Entering Unmasked Estep 
Score: -16747993.000000 Penalty: 5790.458984
	Iteration 13Q: 3 clusters Score -1.674799e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 117238 members 
Entering Unmasked Estep 
Score: -16748023.000000 Penalty: 5790.458984
	Iteration 14Q: 3 clusters Score -1.674802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 117247 members 
Entering Unmasked Estep 
Score: -16748054.000000 Penalty: 5790.458984
	Iteration 15Q: 3 clusters Score -1.674805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -16748056.000000 Penalty: 5790.458984
	Iteration 16Q: 3 clusters Score -1.674806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 117246 members 
Entering Unmasked Estep 
Score: -16748071.000000 Penalty: 5790.458984
	Iteration 17Q: 3 clusters Score -1.674807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -16748083.000000 Penalty: 5790.458984
	Iteration 18Q: 3 clusters Score -1.674808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -16748080.000000 Penalty: 5790.458984
	Iteration 19Q: 3 clusters Score -1.674808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -16748078.000000 Penalty: 5790.458984
	Iteration 20F: 3 clusters Score -1.674808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 117253 members 
Entering Unmasked Estep 
Score: -16748089.000000 Penalty: 5790.458984
	Iteration 21Q: 3 clusters Score -1.674809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 117255 members 
Entering Unmasked Estep 
Score: -16748093.000000 Penalty: 5790.458984
	Iteration 22Q: 3 clusters Score -1.674809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -16748087.000000 Penalty: 5790.458984
	Iteration 23Q: 3 clusters Score -1.674809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -16748087.000000 Penalty: 5790.458984
	Iteration 24F: 3 clusters Score -1.674809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -74522.226562 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -74522.23 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 319 members 
Entering Unmasked Estep 
Score: -72980.578125 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -72980.58 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73266.710938 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -73266.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73438.476562 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -73438.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73713.328125 Penalty: 3169.559326
	Iteration 3F: 3 clusters Score -73713.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -74112.210938 Penalty: 3169.559326
	Iteration 4F: 3 clusters Score -74112.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -74263.179688 Penalty: 3169.559326
	Iteration 5F: 3 clusters Score -74263.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -74332.804688 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -74332.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74349.945312 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -74349.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -74374.492188 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -74374.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74384.390625 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -74384.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -74397.132812 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -74397.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -74417.843750 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -74417.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74441.281250 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -74441.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74519.343750 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -74519.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -74652.015625 Penalty: 3169.559326
	Iteration 14Q: 3 clusters Score -74652.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -74862.289062 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -74862.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74967.382812 Penalty: 3169.559326
	Iteration 16Q: 3 clusters Score -74967.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -75159.695312 Penalty: 3169.559326
	Iteration 17Q: 3 clusters Score -75159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75215.148438 Penalty: 3169.559326
	Iteration 18Q: 3 clusters Score -75215.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75215.148438 Penalty: 3169.559326
	Iteration 19F: 3 clusters Score -75215.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108425 members 
Mstep: Class 4 contains 164775 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 6 contains 41000 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117514 members 
Mstep: Class 9 contains 376 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36131 members 
Mstep: Class 12 contains 124656 members 
Mstep: Class 13 contains 26610 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39055 members 
Mstep: Class 16 contains 107924 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34730 members 
Mstep: Class 19 contains 155785 members 
Mstep: Class 20 contains 7598 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 220 members 
Entering Unmasked Estep 
Score: -147118704.000000 Penalty: 79126.429688
Splitting cluster 9 changes total score from -147119632.000000 to -147118704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -154846.546875 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -154846.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -152819.515625 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -152819.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -153109.609375 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -153109.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -153208.343750 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -153208.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -153276.578125 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -153276.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -153310.687500 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -153310.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -153324.093750 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -153324.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -153330.656250 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -153330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -153333.796875 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -153333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -153337.671875 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -153337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -153337.671875 Penalty: 3478.902100
	Iteration 9F: 3 clusters Score -153337.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Entering Unmasked Estep 
Score: -5164575.000000 Penalty: 2602.736816
	Iteration 0F: 2 clusters Score -5164575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -5139857.500000 Penalty: 5205.473633
	Iteration 0F: 3 clusters Score -5139858 nChanged 16393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -5148774.000000 Penalty: 5205.473633
	Iteration 1F: 3 clusters Score -5148774 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -5149222.000000 Penalty: 5205.473633
	Iteration 2Q: 3 clusters Score -5149222 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -5149569.500000 Penalty: 5205.473633
	Iteration 3Q: 3 clusters Score -5149570 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -5149919.500000 Penalty: 5205.473633
	Iteration 4Q: 3 clusters Score -5149920 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -5150227.000000 Penalty: 5205.473633
	Iteration 5Q: 3 clusters Score -5150227 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -5150595.000000 Penalty: 5205.473633
	Iteration 6Q: 3 clusters Score -5150595 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -5150997.500000 Penalty: 5205.473633
	Iteration 7Q: 3 clusters Score -5150998 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5151444.000000 Penalty: 5205.473633
	Iteration 8Q: 3 clusters Score -5151444 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -5151960.500000 Penalty: 5205.473633
	Iteration 9Q: 3 clusters Score -5151960 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -5152667.000000 Penalty: 5205.473633
	Iteration 10Q: 3 clusters Score -5152667 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -5153539.000000 Penalty: 5205.473633
	Iteration 11Q: 3 clusters Score -5153539 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5154540.500000 Penalty: 5205.473633
	Iteration 12Q: 3 clusters Score -5154540 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -5155625.500000 Penalty: 5205.473633
	Iteration 13F: 3 clusters Score -5155626 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -5156612.500000 Penalty: 5205.473633
	Iteration 14Q: 3 clusters Score -5156612 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -5157282.500000 Penalty: 5205.473633
	Iteration 15Q: 3 clusters Score -5157282 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -5157715.500000 Penalty: 5205.473633
	Iteration 16Q: 3 clusters Score -5157716 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -5158017.000000 Penalty: 5205.473633
	Iteration 17Q: 3 clusters Score -5158017 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -5158218.500000 Penalty: 5205.473633
	Iteration 18Q: 3 clusters Score -5158218 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -5158404.500000 Penalty: 5205.473633
	Iteration 19Q: 3 clusters Score -5158404 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -5158544.500000 Penalty: 5205.473633
	Iteration 20F: 3 clusters Score -5158544 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -5158651.000000 Penalty: 5205.473633
	Iteration 21Q: 3 clusters Score -5158651 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -5158763.000000 Penalty: 5205.473633
	Iteration 22Q: 3 clusters Score -5158763 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -5158888.000000 Penalty: 5205.473633
	Iteration 23Q: 3 clusters Score -5158888 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -5159021.500000 Penalty: 5205.473633
	Iteration 24Q: 3 clusters Score -5159022 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -5159171.000000 Penalty: 5205.473633
	Iteration 25Q: 3 clusters Score -5159171 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -5159320.500000 Penalty: 5205.473633
	Iteration 26Q: 3 clusters Score -5159320 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -5159449.500000 Penalty: 5205.473633
	Iteration 27Q: 3 clusters Score -5159450 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -5159590.500000 Penalty: 5205.473633
	Iteration 28Q: 3 clusters Score -5159590 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -5159737.000000 Penalty: 5205.473633
	Iteration 29Q: 3 clusters Score -5159737 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -5159905.000000 Penalty: 5205.473633
	Iteration 30Q: 3 clusters Score -5159905 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -5160054.500000 Penalty: 5205.473633
	Iteration 31Q: 3 clusters Score -5160054 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -5160197.500000 Penalty: 5205.473633
	Iteration 32Q: 3 clusters Score -5160198 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -5160363.500000 Penalty: 5205.473633
	Iteration 33Q: 3 clusters Score -5160364 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -5160540.000000 Penalty: 5205.473633
	Iteration 34Q: 3 clusters Score -5160540 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5160723.500000 Penalty: 5205.473633
	Iteration 35Q: 3 clusters Score -5160724 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -5160857.500000 Penalty: 5205.473633
	Iteration 36Q: 3 clusters Score -5160858 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -5161018.000000 Penalty: 5205.473633
	Iteration 37Q: 3 clusters Score -5161018 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5161148.500000 Penalty: 5205.473633
	Iteration 38Q: 3 clusters Score -5161148 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5161295.000000 Penalty: 5205.473633
	Iteration 39Q: 3 clusters Score -5161295 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5161433.500000 Penalty: 5205.473633
	Iteration 40F: 3 clusters Score -5161434 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5161560.500000 Penalty: 5205.473633
	Iteration 41Q: 3 clusters Score -5161560 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5161682.000000 Penalty: 5205.473633
	Iteration 42Q: 3 clusters Score -5161682 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5161772.500000 Penalty: 5205.473633
	Iteration 43Q: 3 clusters Score -5161772 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5161818.000000 Penalty: 5205.473633
	Iteration 44Q: 3 clusters Score -5161818 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5161888.500000 Penalty: 5205.473633
	Iteration 45Q: 3 clusters Score -5161888 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5161940.500000 Penalty: 5205.473633
	Iteration 46Q: 3 clusters Score -5161940 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5161999.000000 Penalty: 5205.473633
	Iteration 47Q: 3 clusters Score -5161999 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5162052.000000 Penalty: 5205.473633
	Iteration 48Q: 3 clusters Score -5162052 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5162085.500000 Penalty: 5205.473633
	Iteration 49Q: 3 clusters Score -5162086 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5162120.500000 Penalty: 5205.473633
	Iteration 50Q: 3 clusters Score -5162120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5162143.500000 Penalty: 5205.473633
	Iteration 51Q: 3 clusters Score -5162144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5162165.500000 Penalty: 5205.473633
	Iteration 52Q: 3 clusters Score -5162166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5162186.500000 Penalty: 5205.473633
	Iteration 53Q: 3 clusters Score -5162186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5162202.500000 Penalty: 5205.473633
	Iteration 54Q: 3 clusters Score -5162202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5162216.000000 Penalty: 5205.473633
	Iteration 55Q: 3 clusters Score -5162216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5162226.500000 Penalty: 5205.473633
	Iteration 56Q: 3 clusters Score -5162226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5162244.000000 Penalty: 5205.473633
	Iteration 57Q: 3 clusters Score -5162244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5162243.500000 Penalty: 5205.473633
	Iteration 58Q: 3 clusters Score -5162244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5162253.500000 Penalty: 5205.473633
	Iteration 59Q: 3 clusters Score -5162254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5162257.500000 Penalty: 5205.473633
	Iteration 60F: 3 clusters Score -5162258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5162254.000000 Penalty: 5205.473633
	Iteration 61Q: 3 clusters Score -5162254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5162264.000000 Penalty: 5205.473633
	Iteration 62Q: 3 clusters Score -5162264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5162262.000000 Penalty: 5205.473633
	Iteration 63Q: 3 clusters Score -5162262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5162263.500000 Penalty: 5205.473633
	Iteration 64Q: 3 clusters Score -5162264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5162269.000000 Penalty: 5205.473633
	Iteration 65Q: 3 clusters Score -5162269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5162272.000000 Penalty: 5205.473633
	Iteration 66Q: 3 clusters Score -5162272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5162279.000000 Penalty: 5205.473633
	Iteration 67Q: 3 clusters Score -5162279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5162288.000000 Penalty: 5205.473633
	Iteration 68Q: 3 clusters Score -5162288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5162294.500000 Penalty: 5205.473633
	Iteration 69Q: 3 clusters Score -5162294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5162295.000000 Penalty: 5205.473633
	Iteration 70Q: 3 clusters Score -5162295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5162294.500000 Penalty: 5205.473633
	Iteration 71Q: 3 clusters Score -5162294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5162302.500000 Penalty: 5205.473633
	Iteration 72Q: 3 clusters Score -5162302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5162312.500000 Penalty: 5205.473633
	Iteration 73Q: 3 clusters Score -5162312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5162317.000000 Penalty: 5205.473633
	Iteration 74Q: 3 clusters Score -5162317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5162317.000000 Penalty: 5205.473633
	Iteration 75Q: 3 clusters Score -5162317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5162317.500000 Penalty: 5205.473633
	Iteration 76Q: 3 clusters Score -5162318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5162319.000000 Penalty: 5205.473633
	Iteration 77Q: 3 clusters Score -5162319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5162318.000000 Penalty: 5205.473633
	Iteration 78Q: 3 clusters Score -5162318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5162329.000000 Penalty: 5205.473633
	Iteration 79Q: 3 clusters Score -5162329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5162329.000000 Penalty: 5205.473633
	Iteration 80F: 3 clusters Score -5162329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5162337.500000 Penalty: 5205.473633
	Iteration 81Q: 3 clusters Score -5162338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5162341.000000 Penalty: 5205.473633
	Iteration 82Q: 3 clusters Score -5162341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5162348.000000 Penalty: 5205.473633
	Iteration 83Q: 3 clusters Score -5162348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5162343.000000 Penalty: 5205.473633
	Iteration 84Q: 3 clusters Score -5162343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5162345.000000 Penalty: 5205.473633
	Iteration 85Q: 3 clusters Score -5162345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5162348.500000 Penalty: 5205.473633
	Iteration 86Q: 3 clusters Score -5162348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5162348.500000 Penalty: 5205.473633
	Iteration 87F: 3 clusters Score -5162348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (124656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Entering Unmasked Estep 
Score: -17689544.000000 Penalty: 2909.861816
	Iteration 0F: 2 clusters Score -1.768954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -17607822.000000 Penalty: 5819.723633
	Iteration 0F: 3 clusters Score -1.760782e+07 nChanged 59207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -17641812.000000 Penalty: 5819.723633
	Iteration 1F: 3 clusters Score -1.764181e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -17642786.000000 Penalty: 5819.723633
	Iteration 2Q: 3 clusters Score -1.764279e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -17644030.000000 Penalty: 5819.723633
	Iteration 3Q: 3 clusters Score -1.764403e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -17645774.000000 Penalty: 5819.723633
	Iteration 4Q: 3 clusters Score -1.764577e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -17648356.000000 Penalty: 5819.723633
	Iteration 5Q: 3 clusters Score -1.764836e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -17652398.000000 Penalty: 5819.723633
	Iteration 6F: 3 clusters Score -1.76524e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -17658318.000000 Penalty: 5819.723633
	Iteration 7F: 3 clusters Score -1.765832e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100029 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -17666206.000000 Penalty: 5819.723633
	Iteration 8F: 3 clusters Score -1.766621e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109346 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -17674586.000000 Penalty: 5819.723633
	Iteration 9F: 3 clusters Score -1.767459e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -17680832.000000 Penalty: 5819.723633
	Iteration 10F: 3 clusters Score -1.768083e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119942 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -17684174.000000 Penalty: 5819.723633
	Iteration 11Q: 3 clusters Score -1.768417e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121757 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -17685660.000000 Penalty: 5819.723633
	Iteration 12Q: 3 clusters Score -1.768566e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122684 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -17686416.000000 Penalty: 5819.723633
	Iteration 13Q: 3 clusters Score -1.768642e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123202 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -17686820.000000 Penalty: 5819.723633
	Iteration 14Q: 3 clusters Score -1.768682e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123452 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -17686946.000000 Penalty: 5819.723633
	Iteration 15Q: 3 clusters Score -1.768695e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123595 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -17687034.000000 Penalty: 5819.723633
	Iteration 16Q: 3 clusters Score -1.768703e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123683 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17687088.000000 Penalty: 5819.723633
	Iteration 17Q: 3 clusters Score -1.768709e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123749 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -17687110.000000 Penalty: 5819.723633
	Iteration 18Q: 3 clusters Score -1.768711e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123785 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17687146.000000 Penalty: 5819.723633
	Iteration 19Q: 3 clusters Score -1.768715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -17687168.000000 Penalty: 5819.723633
	Iteration 20F: 3 clusters Score -1.768717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123838 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -17687174.000000 Penalty: 5819.723633
	Iteration 21Q: 3 clusters Score -1.768717e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123852 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -17687188.000000 Penalty: 5819.723633
	Iteration 22Q: 3 clusters Score -1.768719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123867 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -17687190.000000 Penalty: 5819.723633
	Iteration 23Q: 3 clusters Score -1.768719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123877 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17687182.000000 Penalty: 5819.723633
	Iteration 24Q: 3 clusters Score -1.768718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123881 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -17687196.000000 Penalty: 5819.723633
	Iteration 25Q: 3 clusters Score -1.76872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123884 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -17687194.000000 Penalty: 5819.723633
	Iteration 26Q: 3 clusters Score -1.768719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123889 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -17687200.000000 Penalty: 5819.723633
	Iteration 27Q: 3 clusters Score -1.76872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123893 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -17687204.000000 Penalty: 5819.723633
	Iteration 28Q: 3 clusters Score -1.76872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123901 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -17687198.000000 Penalty: 5819.723633
	Iteration 29Q: 3 clusters Score -1.76872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123906 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -17687196.000000 Penalty: 5819.723633
	Iteration 30Q: 3 clusters Score -1.76872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123910 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -17687198.000000 Penalty: 5819.723633
	Iteration 31Q: 3 clusters Score -1.76872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123914 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -17687194.000000 Penalty: 5819.723633
	Iteration 32Q: 3 clusters Score -1.768719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123919 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -17687204.000000 Penalty: 5819.723633
	Iteration 33Q: 3 clusters Score -1.76872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123924 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -17687216.000000 Penalty: 5819.723633
	Iteration 34Q: 3 clusters Score -1.768722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123935 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17687228.000000 Penalty: 5819.723633
	Iteration 35Q: 3 clusters Score -1.768723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123941 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -17687228.000000 Penalty: 5819.723633
	Iteration 36Q: 3 clusters Score -1.768723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123945 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17687220.000000 Penalty: 5819.723633
	Iteration 37Q: 3 clusters Score -1.768722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -17687232.000000 Penalty: 5819.723633
	Iteration 38Q: 3 clusters Score -1.768723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123951 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -17687236.000000 Penalty: 5819.723633
	Iteration 39Q: 3 clusters Score -1.768724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123954 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -17687242.000000 Penalty: 5819.723633
	Iteration 40F: 3 clusters Score -1.768724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123961 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -17687238.000000 Penalty: 5819.723633
	Iteration 41Q: 3 clusters Score -1.768724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123964 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -17687236.000000 Penalty: 5819.723633
	Iteration 42Q: 3 clusters Score -1.768724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123968 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -17687238.000000 Penalty: 5819.723633
	Iteration 43Q: 3 clusters Score -1.768724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123971 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -17687230.000000 Penalty: 5819.723633
	Iteration 44Q: 3 clusters Score -1.768723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123974 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -17687242.000000 Penalty: 5819.723633
	Iteration 45Q: 3 clusters Score -1.768724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123976 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -17687244.000000 Penalty: 5819.723633
	Iteration 46Q: 3 clusters Score -1.768724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123977 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -17687240.000000 Penalty: 5819.723633
	Iteration 47Q: 3 clusters Score -1.768724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123977 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -17687240.000000 Penalty: 5819.723633
	Iteration 48F: 3 clusters Score -1.768724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Entering Unmasked Estep 
Score: -3789201.000000 Penalty: 2526.882324
	Iteration 0F: 2 clusters Score -3789201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3770872.250000 Penalty: 5053.764648
	Iteration 0F: 3 clusters Score -3770872 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3777161.750000 Penalty: 5053.764648
	Iteration 1F: 3 clusters Score -3777162 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3777584.500000 Penalty: 5053.764648
	Iteration 2Q: 3 clusters Score -3777584 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3777890.000000 Penalty: 5053.764648
	Iteration 3Q: 3 clusters Score -3777890 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3778143.250000 Penalty: 5053.764648
	Iteration 4Q: 3 clusters Score -3778143 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3778336.250000 Penalty: 5053.764648
	Iteration 5Q: 3 clusters Score -3778336 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3778518.500000 Penalty: 5053.764648
	Iteration 6Q: 3 clusters Score -3778518 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3778657.500000 Penalty: 5053.764648
	Iteration 7Q: 3 clusters Score -3778658 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3778796.250000 Penalty: 5053.764648
	Iteration 8Q: 3 clusters Score -3778796 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3778938.500000 Penalty: 5053.764648
	Iteration 9Q: 3 clusters Score -3778938 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3779104.750000 Penalty: 5053.764648
	Iteration 10Q: 3 clusters Score -3779105 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3779374.250000 Penalty: 5053.764648
	Iteration 11Q: 3 clusters Score -3779374 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3779699.250000 Penalty: 5053.764648
	Iteration 12Q: 3 clusters Score -3779699 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3780105.250000 Penalty: 5053.764648
	Iteration 13Q: 3 clusters Score -3780105 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3780565.500000 Penalty: 5053.764648
	Iteration 14Q: 3 clusters Score -3780566 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3781097.750000 Penalty: 5053.764648
	Iteration 15Q: 3 clusters Score -3781098 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -3781698.250000 Penalty: 5053.764648
	Iteration 16Q: 3 clusters Score -3781698 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3782285.000000 Penalty: 5053.764648
	Iteration 17Q: 3 clusters Score -3782285 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3782869.250000 Penalty: 5053.764648
	Iteration 18Q: 3 clusters Score -3782869 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3783391.000000 Penalty: 5053.764648
	Iteration 19Q: 3 clusters Score -3783391 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3783808.250000 Penalty: 5053.764648
	Iteration 20F: 3 clusters Score -3783808 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3784123.000000 Penalty: 5053.764648
	Iteration 21Q: 3 clusters Score -3784123 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3784310.500000 Penalty: 5053.764648
	Iteration 22Q: 3 clusters Score -3784310 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3784433.500000 Penalty: 5053.764648
	Iteration 23Q: 3 clusters Score -3784434 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3784545.500000 Penalty: 5053.764648
	Iteration 24Q: 3 clusters Score -3784546 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3784668.000000 Penalty: 5053.764648
	Iteration 25Q: 3 clusters Score -3784668 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3784773.000000 Penalty: 5053.764648
	Iteration 26Q: 3 clusters Score -3784773 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3784871.000000 Penalty: 5053.764648
	Iteration 27Q: 3 clusters Score -3784871 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3784961.500000 Penalty: 5053.764648
	Iteration 28Q: 3 clusters Score -3784962 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3785047.000000 Penalty: 5053.764648
	Iteration 29Q: 3 clusters Score -3785047 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3785136.750000 Penalty: 5053.764648
	Iteration 30Q: 3 clusters Score -3785137 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3785211.250000 Penalty: 5053.764648
	Iteration 31Q: 3 clusters Score -3785211 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3785252.500000 Penalty: 5053.764648
	Iteration 32Q: 3 clusters Score -3785252 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3785319.750000 Penalty: 5053.764648
	Iteration 33Q: 3 clusters Score -3785320 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3785345.000000 Penalty: 5053.764648
	Iteration 34Q: 3 clusters Score -3785345 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3785384.000000 Penalty: 5053.764648
	Iteration 35Q: 3 clusters Score -3785384 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3785401.750000 Penalty: 5053.764648
	Iteration 36Q: 3 clusters Score -3785402 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3785413.000000 Penalty: 5053.764648
	Iteration 37Q: 3 clusters Score -3785413 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3785435.250000 Penalty: 5053.764648
	Iteration 38Q: 3 clusters Score -3785435 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3785462.250000 Penalty: 5053.764648
	Iteration 39Q: 3 clusters Score -3785462 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3785486.250000 Penalty: 5053.764648
	Iteration 40F: 3 clusters Score -3785486 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3785510.250000 Penalty: 5053.764648
	Iteration 41Q: 3 clusters Score -3785510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3785537.500000 Penalty: 5053.764648
	Iteration 42Q: 3 clusters Score -3785538 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3785552.250000 Penalty: 5053.764648
	Iteration 43Q: 3 clusters Score -3785552 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3785567.250000 Penalty: 5053.764648
	Iteration 44Q: 3 clusters Score -3785567 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3785599.250000 Penalty: 5053.764648
	Iteration 45Q: 3 clusters Score -3785599 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3785621.250000 Penalty: 5053.764648
	Iteration 46Q: 3 clusters Score -3785621 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -3785642.750000 Penalty: 5053.764648
	Iteration 47Q: 3 clusters Score -3785643 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3785672.000000 Penalty: 5053.764648
	Iteration 48Q: 3 clusters Score -3785672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3785691.250000 Penalty: 5053.764648
	Iteration 49Q: 3 clusters Score -3785691 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -3785697.500000 Penalty: 5053.764648
	Iteration 50Q: 3 clusters Score -3785698 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -3785725.500000 Penalty: 5053.764648
	Iteration 51Q: 3 clusters Score -3785726 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3785730.000000 Penalty: 5053.764648
	Iteration 52Q: 3 clusters Score -3785730 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -3785741.500000 Penalty: 5053.764648
	Iteration 53Q: 3 clusters Score -3785742 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3785770.250000 Penalty: 5053.764648
	Iteration 54Q: 3 clusters Score -3785770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3785793.750000 Penalty: 5053.764648
	Iteration 55Q: 3 clusters Score -3785794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3785798.500000 Penalty: 5053.764648
	Iteration 56Q: 3 clusters Score -3785798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3785805.000000 Penalty: 5053.764648
	Iteration 57Q: 3 clusters Score -3785805 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -3785816.500000 Penalty: 5053.764648
	Iteration 58Q: 3 clusters Score -3785816 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -3785823.500000 Penalty: 5053.764648
	Iteration 59Q: 3 clusters Score -3785824 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3785833.750000 Penalty: 5053.764648
	Iteration 60F: 3 clusters Score -3785834 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3785863.000000 Penalty: 5053.764648
	Iteration 61Q: 3 clusters Score -3785863 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3785878.250000 Penalty: 5053.764648
	Iteration 62Q: 3 clusters Score -3785878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3785901.000000 Penalty: 5053.764648
	Iteration 63Q: 3 clusters Score -3785901 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3785915.250000 Penalty: 5053.764648
	Iteration 64Q: 3 clusters Score -3785915 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3785940.500000 Penalty: 5053.764648
	Iteration 65Q: 3 clusters Score -3785940 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3785957.250000 Penalty: 5053.764648
	Iteration 66Q: 3 clusters Score -3785957 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3785968.000000 Penalty: 5053.764648
	Iteration 67Q: 3 clusters Score -3785968 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3785995.000000 Penalty: 5053.764648
	Iteration 68Q: 3 clusters Score -3785995 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3786018.250000 Penalty: 5053.764648
	Iteration 69Q: 3 clusters Score -3786018 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3786029.250000 Penalty: 5053.764648
	Iteration 70Q: 3 clusters Score -3786029 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -3786056.250000 Penalty: 5053.764648
	Iteration 71Q: 3 clusters Score -3786056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3786082.000000 Penalty: 5053.764648
	Iteration 72Q: 3 clusters Score -3786082 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3786100.750000 Penalty: 5053.764648
	Iteration 73Q: 3 clusters Score -3786101 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3786127.000000 Penalty: 5053.764648
	Iteration 74Q: 3 clusters Score -3786127 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -3786151.250000 Penalty: 5053.764648
	Iteration 75Q: 3 clusters Score -3786151 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -3786193.000000 Penalty: 5053.764648
	Iteration 76Q: 3 clusters Score -3786193 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3786230.000000 Penalty: 5053.764648
	Iteration 77Q: 3 clusters Score -3786230 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3786267.250000 Penalty: 5053.764648
	Iteration 78Q: 3 clusters Score -3786267 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -3786304.750000 Penalty: 5053.764648
	Iteration 79Q: 3 clusters Score -3786305 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3786351.500000 Penalty: 5053.764648
	Iteration 80F: 3 clusters Score -3786352 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3786396.500000 Penalty: 5053.764648
	Iteration 81Q: 3 clusters Score -3786396 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3786443.000000 Penalty: 5053.764648
	Iteration 82Q: 3 clusters Score -3786443 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3786508.250000 Penalty: 5053.764648
	Iteration 83Q: 3 clusters Score -3786508 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3786570.750000 Penalty: 5053.764648
	Iteration 84Q: 3 clusters Score -3786571 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3786627.000000 Penalty: 5053.764648
	Iteration 85Q: 3 clusters Score -3786627 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3786691.250000 Penalty: 5053.764648
	Iteration 86Q: 3 clusters Score -3786691 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -3786759.500000 Penalty: 5053.764648
	Iteration 87Q: 3 clusters Score -3786760 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3786843.500000 Penalty: 5053.764648
	Iteration 88Q: 3 clusters Score -3786844 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3786891.000000 Penalty: 5053.764648
	Iteration 89Q: 3 clusters Score -3786891 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3786959.000000 Penalty: 5053.764648
	Iteration 90Q: 3 clusters Score -3786959 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3787011.750000 Penalty: 5053.764648
	Iteration 91Q: 3 clusters Score -3787012 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3787062.250000 Penalty: 5053.764648
	Iteration 92Q: 3 clusters Score -3787062 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3787113.250000 Penalty: 5053.764648
	Iteration 93Q: 3 clusters Score -3787113 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3787165.500000 Penalty: 5053.764648
	Iteration 94Q: 3 clusters Score -3787166 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3787213.000000 Penalty: 5053.764648
	Iteration 95Q: 3 clusters Score -3787213 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3787251.000000 Penalty: 5053.764648
	Iteration 96Q: 3 clusters Score -3787251 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3787293.500000 Penalty: 5053.764648
	Iteration 97Q: 3 clusters Score -3787294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3787331.750000 Penalty: 5053.764648
	Iteration 98Q: 3 clusters Score -3787332 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3787385.250000 Penalty: 5053.764648
	Iteration 99Q: 3 clusters Score -3787385 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3787416.000000 Penalty: 5053.764648
	Iteration 100F: 3 clusters Score -3787416 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3787441.750000 Penalty: 5053.764648
	Iteration 101Q: 3 clusters Score -3787442 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3787474.000000 Penalty: 5053.764648
	Iteration 102Q: 3 clusters Score -3787474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3787495.000000 Penalty: 5053.764648
	Iteration 103Q: 3 clusters Score -3787495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3787513.000000 Penalty: 5053.764648
	Iteration 104Q: 3 clusters Score -3787513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3787526.000000 Penalty: 5053.764648
	Iteration 105Q: 3 clusters Score -3787526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3787532.000000 Penalty: 5053.764648
	Iteration 106Q: 3 clusters Score -3787532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3787541.750000 Penalty: 5053.764648
	Iteration 107Q: 3 clusters Score -3787542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3787549.250000 Penalty: 5053.764648
	Iteration 108Q: 3 clusters Score -3787549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3787566.500000 Penalty: 5053.764648
	Iteration 109Q: 3 clusters Score -3787566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3787572.500000 Penalty: 5053.764648
	Iteration 110Q: 3 clusters Score -3787572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3787581.500000 Penalty: 5053.764648
	Iteration 111Q: 3 clusters Score -3787582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3787598.000000 Penalty: 5053.764648
	Iteration 112Q: 3 clusters Score -3787598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3787608.000000 Penalty: 5053.764648
	Iteration 113Q: 3 clusters Score -3787608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3787612.500000 Penalty: 5053.764648
	Iteration 114Q: 3 clusters Score -3787612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3787621.500000 Penalty: 5053.764648
	Iteration 115Q: 3 clusters Score -3787622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3787629.000000 Penalty: 5053.764648
	Iteration 116Q: 3 clusters Score -3787629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3787629.500000 Penalty: 5053.764648
	Iteration 117Q: 3 clusters Score -3787630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3787628.750000 Penalty: 5053.764648
	Iteration 118Q: 3 clusters Score -3787629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3787639.500000 Penalty: 5053.764648
	Iteration 119Q: 3 clusters Score -3787640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3787638.000000 Penalty: 5053.764648
	Iteration 120F: 3 clusters Score -3787638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3787640.250000 Penalty: 5053.764648
	Iteration 121Q: 3 clusters Score -3787640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3787632.500000 Penalty: 5053.764648
	Iteration 122Q: 3 clusters Score -3787632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3787630.500000 Penalty: 5053.764648
	Iteration 123Q: 3 clusters Score -3787630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3787634.000000 Penalty: 5053.764648
	Iteration 124Q: 3 clusters Score -3787634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3787634.000000 Penalty: 5053.764648
	Iteration 125F: 3 clusters Score -3787634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -27915.228516 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -27915.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26762.509766 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -26762.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26886.824219 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -26886.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26895.955078 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -26895.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26924.199219 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -26924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26928.783203 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -26928.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26929.908203 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -26929.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26929.908203 Penalty: 2710.060547
	Iteration 6F: 3 clusters Score -26929.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Entering Unmasked Estep 
Score: -5581357.500000 Penalty: 2622.036133
	Iteration 0F: 2 clusters Score -5581358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -5554990.000000 Penalty: 5244.072266
	Iteration 0F: 3 clusters Score -5554990 nChanged 17704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -5564629.500000 Penalty: 5244.072266
	Iteration 1F: 3 clusters Score -5564630 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5565189.000000 Penalty: 5244.072266
	Iteration 2Q: 3 clusters Score -5565189 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5565792.000000 Penalty: 5244.072266
	Iteration 3Q: 3 clusters Score -5565792 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -5566498.000000 Penalty: 5244.072266
	Iteration 4Q: 3 clusters Score -5566498 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -5567503.500000 Penalty: 5244.072266
	Iteration 5F: 3 clusters Score -5567504 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -5568976.500000 Penalty: 5244.072266
	Iteration 6F: 3 clusters Score -5568976 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -5571065.500000 Penalty: 5244.072266
	Iteration 7F: 3 clusters Score -5571066 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -5573503.500000 Penalty: 5244.072266
	Iteration 8F: 3 clusters Score -5573504 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -5575705.000000 Penalty: 5244.072266
	Iteration 9F: 3 clusters Score -5575705 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -5577167.500000 Penalty: 5244.072266
	Iteration 10Q: 3 clusters Score -5577168 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -5577847.500000 Penalty: 5244.072266
	Iteration 11Q: 3 clusters Score -5577848 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -5578170.500000 Penalty: 5244.072266
	Iteration 12Q: 3 clusters Score -5578170 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -5578357.000000 Penalty: 5244.072266
	Iteration 13Q: 3 clusters Score -5578357 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -5578453.500000 Penalty: 5244.072266
	Iteration 14Q: 3 clusters Score -5578454 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -5578532.500000 Penalty: 5244.072266
	Iteration 15Q: 3 clusters Score -5578532 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -5578581.000000 Penalty: 5244.072266
	Iteration 16Q: 3 clusters Score -5578581 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -5578653.500000 Penalty: 5244.072266
	Iteration 17Q: 3 clusters Score -5578654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -5578684.500000 Penalty: 5244.072266
	Iteration 18Q: 3 clusters Score -5578684 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -5578697.000000 Penalty: 5244.072266
	Iteration 19Q: 3 clusters Score -5578697 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -5578739.000000 Penalty: 5244.072266
	Iteration 20F: 3 clusters Score -5578739 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -5578760.000000 Penalty: 5244.072266
	Iteration 21Q: 3 clusters Score -5578760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -5578786.000000 Penalty: 5244.072266
	Iteration 22Q: 3 clusters Score -5578786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -5578803.000000 Penalty: 5244.072266
	Iteration 23Q: 3 clusters Score -5578803 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -5578812.000000 Penalty: 5244.072266
	Iteration 24Q: 3 clusters Score -5578812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -5578830.500000 Penalty: 5244.072266
	Iteration 25Q: 3 clusters Score -5578830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -5578842.000000 Penalty: 5244.072266
	Iteration 26Q: 3 clusters Score -5578842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -5578847.500000 Penalty: 5244.072266
	Iteration 27Q: 3 clusters Score -5578848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5578860.500000 Penalty: 5244.072266
	Iteration 28Q: 3 clusters Score -5578860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -5578869.500000 Penalty: 5244.072266
	Iteration 29Q: 3 clusters Score -5578870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -5578865.500000 Penalty: 5244.072266
	Iteration 30Q: 3 clusters Score -5578866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -5578864.500000 Penalty: 5244.072266
	Iteration 31Q: 3 clusters Score -5578864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -5578896.000000 Penalty: 5244.072266
	Iteration 32Q: 3 clusters Score -5578896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -5578901.000000 Penalty: 5244.072266
	Iteration 33Q: 3 clusters Score -5578901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -5578906.000000 Penalty: 5244.072266
	Iteration 34Q: 3 clusters Score -5578906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -5578907.000000 Penalty: 5244.072266
	Iteration 35Q: 3 clusters Score -5578907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -5578920.000000 Penalty: 5244.072266
	Iteration 36Q: 3 clusters Score -5578920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -5578913.500000 Penalty: 5244.072266
	Iteration 37Q: 3 clusters Score -5578914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -5578913.000000 Penalty: 5244.072266
	Iteration 38Q: 3 clusters Score -5578913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -5578923.500000 Penalty: 5244.072266
	Iteration 39Q: 3 clusters Score -5578924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -5578925.000000 Penalty: 5244.072266
	Iteration 40F: 3 clusters Score -5578925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -5578935.000000 Penalty: 5244.072266
	Iteration 41Q: 3 clusters Score -5578935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5578934.500000 Penalty: 5244.072266
	Iteration 42Q: 3 clusters Score -5578934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -5578948.000000 Penalty: 5244.072266
	Iteration 43Q: 3 clusters Score -5578948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -5578943.000000 Penalty: 5244.072266
	Iteration 44Q: 3 clusters Score -5578943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -5578956.500000 Penalty: 5244.072266
	Iteration 45Q: 3 clusters Score -5578956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -5578961.000000 Penalty: 5244.072266
	Iteration 46Q: 3 clusters Score -5578961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5578962.000000 Penalty: 5244.072266
	Iteration 47Q: 3 clusters Score -5578962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -5578966.000000 Penalty: 5244.072266
	Iteration 48Q: 3 clusters Score -5578966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -5578968.500000 Penalty: 5244.072266
	Iteration 49Q: 3 clusters Score -5578968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -5578970.500000 Penalty: 5244.072266
	Iteration 50Q: 3 clusters Score -5578970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -5578967.500000 Penalty: 5244.072266
	Iteration 51Q: 3 clusters Score -5578968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -5578975.500000 Penalty: 5244.072266
	Iteration 52Q: 3 clusters Score -5578976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -5578980.500000 Penalty: 5244.072266
	Iteration 53Q: 3 clusters Score -5578980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -5578990.000000 Penalty: 5244.072266
	Iteration 54Q: 3 clusters Score -5578990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -5579000.500000 Penalty: 5244.072266
	Iteration 55Q: 3 clusters Score -5579000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -5579010.500000 Penalty: 5244.072266
	Iteration 56Q: 3 clusters Score -5579010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -5579021.500000 Penalty: 5244.072266
	Iteration 57Q: 3 clusters Score -5579022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -5579020.000000 Penalty: 5244.072266
	Iteration 58Q: 3 clusters Score -5579020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -5579024.000000 Penalty: 5244.072266
	Iteration 59Q: 3 clusters Score -5579024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -5579023.000000 Penalty: 5244.072266
	Iteration 60F: 3 clusters Score -5579023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -5579032.500000 Penalty: 5244.072266
	Iteration 61Q: 3 clusters Score -5579032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -5579029.000000 Penalty: 5244.072266
	Iteration 62Q: 3 clusters Score -5579029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -5579032.000000 Penalty: 5244.072266
	Iteration 63Q: 3 clusters Score -5579032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -5579030.000000 Penalty: 5244.072266
	Iteration 64Q: 3 clusters Score -5579030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -5579030.000000 Penalty: 5244.072266
	Iteration 65Q: 3 clusters Score -5579030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -5579034.000000 Penalty: 5244.072266
	Iteration 66Q: 3 clusters Score -5579034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -5579034.000000 Penalty: 5244.072266
	Iteration 67F: 3 clusters Score -5579034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Entering Unmasked Estep 
Score: -15322732.000000 Penalty: 2874.117432
	Iteration 0F: 2 clusters Score -1.532273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -15251109.000000 Penalty: 5748.234863
	Iteration 0F: 3 clusters Score -1.525111e+07 nChanged 51178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -15280110.000000 Penalty: 5748.234863
	Iteration 1F: 3 clusters Score -1.528011e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -15280873.000000 Penalty: 5748.234863
	Iteration 2Q: 3 clusters Score -1.528087e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -15281723.000000 Penalty: 5748.234863
	Iteration 3Q: 3 clusters Score -1.528172e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -15282821.000000 Penalty: 5748.234863
	Iteration 4Q: 3 clusters Score -1.528282e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -15284300.000000 Penalty: 5748.234863
	Iteration 5Q: 3 clusters Score -1.52843e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -15286593.000000 Penalty: 5748.234863
	Iteration 6Q: 3 clusters Score -1.528659e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -15290504.000000 Penalty: 5748.234863
	Iteration 7F: 3 clusters Score -1.52905e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -15296716.000000 Penalty: 5748.234863
	Iteration 8F: 3 clusters Score -1.529672e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -15304420.000000 Penalty: 5748.234863
	Iteration 9F: 3 clusters Score -1.530442e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 92971 members 
Entering Unmasked Estep 
Score: -15311343.000000 Penalty: 5748.234863
	Iteration 10F: 3 clusters Score -1.531134e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 96781 members 
Entering Unmasked Estep 
Score: -15315349.000000 Penalty: 5748.234863
	Iteration 11Q: 3 clusters Score -1.531535e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 98759 members 
Entering Unmasked Estep 
Score: -15317073.000000 Penalty: 5748.234863
	Iteration 12Q: 3 clusters Score -1.531707e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 100079 members 
Entering Unmasked Estep 
Score: -15317852.000000 Penalty: 5748.234863
	Iteration 13Q: 3 clusters Score -1.531785e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 101119 members 
Entering Unmasked Estep 
Score: -15318366.000000 Penalty: 5748.234863
	Iteration 14Q: 3 clusters Score -1.531837e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 101980 members 
Entering Unmasked Estep 
Score: -15318767.000000 Penalty: 5748.234863
	Iteration 15Q: 3 clusters Score -1.531877e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -15319090.000000 Penalty: 5748.234863
	Iteration 16Q: 3 clusters Score -1.531909e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 103372 members 
Entering Unmasked Estep 
Score: -15319345.000000 Penalty: 5748.234863
	Iteration 17Q: 3 clusters Score -1.531934e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -15319541.000000 Penalty: 5748.234863
	Iteration 18Q: 3 clusters Score -1.531954e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -15319768.000000 Penalty: 5748.234863
	Iteration 19Q: 3 clusters Score -1.531977e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -15319888.000000 Penalty: 5748.234863
	Iteration 20F: 3 clusters Score -1.531989e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -15319989.000000 Penalty: 5748.234863
	Iteration 21Q: 3 clusters Score -1.531999e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 105353 members 
Entering Unmasked Estep 
Score: -15320107.000000 Penalty: 5748.234863
	Iteration 22Q: 3 clusters Score -1.532011e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -15320222.000000 Penalty: 5748.234863
	Iteration 23Q: 3 clusters Score -1.532022e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 105729 members 
Entering Unmasked Estep 
Score: -15320297.000000 Penalty: 5748.234863
	Iteration 24Q: 3 clusters Score -1.53203e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 105865 members 
Entering Unmasked Estep 
Score: -15320344.000000 Penalty: 5748.234863
	Iteration 25Q: 3 clusters Score -1.532034e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -15320364.000000 Penalty: 5748.234863
	Iteration 26Q: 3 clusters Score -1.532036e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 106058 members 
Entering Unmasked Estep 
Score: -15320429.000000 Penalty: 5748.234863
	Iteration 27Q: 3 clusters Score -1.532043e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 106138 members 
Entering Unmasked Estep 
Score: -15320463.000000 Penalty: 5748.234863
	Iteration 28Q: 3 clusters Score -1.532046e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 106192 members 
Entering Unmasked Estep 
Score: -15320456.000000 Penalty: 5748.234863
	Iteration 29Q: 3 clusters Score -1.532046e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 106237 members 
Entering Unmasked Estep 
Score: -15320496.000000 Penalty: 5748.234863
	Iteration 30Q: 3 clusters Score -1.53205e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -15320489.000000 Penalty: 5748.234863
	Iteration 31Q: 3 clusters Score -1.532049e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 106311 members 
Entering Unmasked Estep 
Score: -15320496.000000 Penalty: 5748.234863
	Iteration 32Q: 3 clusters Score -1.53205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -15320494.000000 Penalty: 5748.234863
	Iteration 33Q: 3 clusters Score -1.532049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 106335 members 
Entering Unmasked Estep 
Score: -15320487.000000 Penalty: 5748.234863
	Iteration 34Q: 3 clusters Score -1.532049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 106339 members 
Entering Unmasked Estep 
Score: -15320490.000000 Penalty: 5748.234863
	Iteration 35Q: 3 clusters Score -1.532049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 106347 members 
Entering Unmasked Estep 
Score: -15320495.000000 Penalty: 5748.234863
	Iteration 36Q: 3 clusters Score -1.53205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 106355 members 
Entering Unmasked Estep 
Score: -15320501.000000 Penalty: 5748.234863
	Iteration 37Q: 3 clusters Score -1.53205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 106363 members 
Entering Unmasked Estep 
Score: -15320515.000000 Penalty: 5748.234863
	Iteration 38Q: 3 clusters Score -1.532052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -15320517.000000 Penalty: 5748.234863
	Iteration 39Q: 3 clusters Score -1.532052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 106373 members 
Entering Unmasked Estep 
Score: -15320520.000000 Penalty: 5748.234863
	Iteration 40F: 3 clusters Score -1.532052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -15320516.000000 Penalty: 5748.234863
	Iteration 41Q: 3 clusters Score -1.532052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -15320528.000000 Penalty: 5748.234863
	Iteration 42Q: 3 clusters Score -1.532053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 106393 members 
Entering Unmasked Estep 
Score: -15320532.000000 Penalty: 5748.234863
	Iteration 43Q: 3 clusters Score -1.532053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 106396 members 
Entering Unmasked Estep 
Score: -15320537.000000 Penalty: 5748.234863
	Iteration 44Q: 3 clusters Score -1.532054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -15320535.000000 Penalty: 5748.234863
	Iteration 45Q: 3 clusters Score -1.532054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 106405 members 
Entering Unmasked Estep 
Score: -15320541.000000 Penalty: 5748.234863
	Iteration 46Q: 3 clusters Score -1.532054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 106411 members 
Entering Unmasked Estep 
Score: -15320539.000000 Penalty: 5748.234863
	Iteration 47Q: 3 clusters Score -1.532054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 106423 members 
Entering Unmasked Estep 
Score: -15320544.000000 Penalty: 5748.234863
	Iteration 48Q: 3 clusters Score -1.532054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 106434 members 
Entering Unmasked Estep 
Score: -15320549.000000 Penalty: 5748.234863
	Iteration 49Q: 3 clusters Score -1.532055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 106444 members 
Entering Unmasked Estep 
Score: -15320560.000000 Penalty: 5748.234863
	Iteration 50Q: 3 clusters Score -1.532056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 106456 members 
Entering Unmasked Estep 
Score: -15320541.000000 Penalty: 5748.234863
	Iteration 51Q: 3 clusters Score -1.532054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 106462 members 
Entering Unmasked Estep 
Score: -15320547.000000 Penalty: 5748.234863
	Iteration 52Q: 3 clusters Score -1.532055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 106470 members 
Entering Unmasked Estep 
Score: -15320553.000000 Penalty: 5748.234863
	Iteration 53Q: 3 clusters Score -1.532055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 106473 members 
Entering Unmasked Estep 
Score: -15320552.000000 Penalty: 5748.234863
	Iteration 54Q: 3 clusters Score -1.532055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 106475 members 
Entering Unmasked Estep 
Score: -15320551.000000 Penalty: 5748.234863
	Iteration 55Q: 3 clusters Score -1.532055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -15320546.000000 Penalty: 5748.234863
	Iteration 56Q: 3 clusters Score -1.532055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -15320556.000000 Penalty: 5748.234863
	Iteration 57Q: 3 clusters Score -1.532056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
Score: -15320548.000000 Penalty: 5748.234863
	Iteration 58Q: 3 clusters Score -1.532055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 106485 members 
Entering Unmasked Estep 
Score: -15320551.000000 Penalty: 5748.234863
	Iteration 59Q: 3 clusters Score -1.532055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 106486 members 
Entering Unmasked Estep 
Score: -15320555.000000 Penalty: 5748.234863
	Iteration 60F: 3 clusters Score -1.532056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 106488 members 
Entering Unmasked Estep 
Score: -15320556.000000 Penalty: 5748.234863
	Iteration 61Q: 3 clusters Score -1.532056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 106489 members 
Entering Unmasked Estep 
Score: -15320560.000000 Penalty: 5748.234863
	Iteration 62Q: 3 clusters Score -1.532056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 106489 members 
Entering Unmasked Estep 
Score: -15320560.000000 Penalty: 5748.234863
	Iteration 63F: 3 clusters Score -1.532056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -29487.333984 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -29487.33 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 124 members 
Entering Unmasked Estep 
Score: -28349.949219 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -28349.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28437.703125 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -28437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28451.437500 Penalty: 2752.341797
	Iteration 2Q: 3 clusters Score -28451.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28475.398438 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -28475.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28485.041016 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -28485.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28485.041016 Penalty: 2752.341797
	Iteration 5F: 3 clusters Score -28485.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Entering Unmasked Estep 
Score: -4748010.000000 Penalty: 2592.929199
	Iteration 0F: 2 clusters Score -4748010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4724295.500000 Penalty: 5185.858398
	Iteration 0F: 3 clusters Score -4724296 nChanged 15800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4732843.500000 Penalty: 5185.858398
	Iteration 1F: 3 clusters Score -4732844 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -4733447.000000 Penalty: 5185.858398
	Iteration 2Q: 3 clusters Score -4733447 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4734431.500000 Penalty: 5185.858398
	Iteration 3Q: 3 clusters Score -4734432 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -4735942.000000 Penalty: 5185.858398
	Iteration 4F: 3 clusters Score -4735942 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -4738264.500000 Penalty: 5185.858398
	Iteration 5F: 3 clusters Score -4738264 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -4741087.500000 Penalty: 5185.858398
	Iteration 6F: 3 clusters Score -4741088 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4743563.000000 Penalty: 5185.858398
	Iteration 7F: 3 clusters Score -4743563 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4745235.000000 Penalty: 5185.858398
	Iteration 8F: 3 clusters Score -4745235 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -4746010.500000 Penalty: 5185.858398
	Iteration 9Q: 3 clusters Score -4746010 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4746420.000000 Penalty: 5185.858398
	Iteration 10Q: 3 clusters Score -4746420 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -4746672.000000 Penalty: 5185.858398
	Iteration 11Q: 3 clusters Score -4746672 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4746911.500000 Penalty: 5185.858398
	Iteration 12Q: 3 clusters Score -4746912 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4747122.500000 Penalty: 5185.858398
	Iteration 13Q: 3 clusters Score -4747122 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4747328.500000 Penalty: 5185.858398
	Iteration 14Q: 3 clusters Score -4747328 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -4747416.000000 Penalty: 5185.858398
	Iteration 15Q: 3 clusters Score -4747416 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4747484.500000 Penalty: 5185.858398
	Iteration 16Q: 3 clusters Score -4747484 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -4747508.500000 Penalty: 5185.858398
	Iteration 17Q: 3 clusters Score -4747508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -4747544.500000 Penalty: 5185.858398
	Iteration 18Q: 3 clusters Score -4747544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4747573.000000 Penalty: 5185.858398
	Iteration 19Q: 3 clusters Score -4747573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -4747587.000000 Penalty: 5185.858398
	Iteration 20F: 3 clusters Score -4747587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4747601.500000 Penalty: 5185.858398
	Iteration 21Q: 3 clusters Score -4747602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4747605.500000 Penalty: 5185.858398
	Iteration 22Q: 3 clusters Score -4747606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -4747617.000000 Penalty: 5185.858398
	Iteration 23Q: 3 clusters Score -4747617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4747623.500000 Penalty: 5185.858398
	Iteration 24Q: 3 clusters Score -4747624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4747617.500000 Penalty: 5185.858398
	Iteration 25Q: 3 clusters Score -4747618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4747622.500000 Penalty: 5185.858398
	Iteration 26Q: 3 clusters Score -4747622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -4747627.500000 Penalty: 5185.858398
	Iteration 27Q: 3 clusters Score -4747628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -4747631.500000 Penalty: 5185.858398
	Iteration 28Q: 3 clusters Score -4747632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4747621.000000 Penalty: 5185.858398
	Iteration 29Q: 3 clusters Score -4747621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -4747625.000000 Penalty: 5185.858398
	Iteration 30Q: 3 clusters Score -4747625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -4747624.500000 Penalty: 5185.858398
	Iteration 31Q: 3 clusters Score -4747624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4747623.500000 Penalty: 5185.858398
	Iteration 32Q: 3 clusters Score -4747624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -4747632.000000 Penalty: 5185.858398
	Iteration 33Q: 3 clusters Score -4747632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4747633.500000 Penalty: 5185.858398
	Iteration 34Q: 3 clusters Score -4747634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4747636.000000 Penalty: 5185.858398
	Iteration 35Q: 3 clusters Score -4747636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4747636.000000 Penalty: 5185.858398
	Iteration 36F: 3 clusters Score -4747636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155785 members 
Entering Unmasked Estep 
Score: -21888540.000000 Penalty: 2965.145508
	Iteration 0F: 2 clusters Score -2.188854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -21786200.000000 Penalty: 5930.291016
	Iteration 0F: 3 clusters Score -2.17862e+07 nChanged 74626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -21829438.000000 Penalty: 5930.291016
	Iteration 1F: 3 clusters Score -2.182944e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -21830918.000000 Penalty: 5930.291016
	Iteration 2Q: 3 clusters Score -2.183092e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -21833154.000000 Penalty: 5930.291016
	Iteration 3Q: 3 clusters Score -2.183315e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -21836448.000000 Penalty: 5930.291016
	Iteration 4Q: 3 clusters Score -2.183645e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 102234 members 
Entering Unmasked Estep 
Score: -21841954.000000 Penalty: 5930.291016
	Iteration 5F: 3 clusters Score -2.184195e+07 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 113340 members 
Entering Unmasked Estep 
Score: -21850608.000000 Penalty: 5930.291016
	Iteration 6F: 3 clusters Score -2.185061e+07 nChanged 13121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 126155 members 
Entering Unmasked Estep 
Score: -21862204.000000 Penalty: 5930.291016
	Iteration 7F: 3 clusters Score -2.18622e+07 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 137738 members 
Entering Unmasked Estep 
Score: -21873428.000000 Penalty: 5930.291016
	Iteration 8F: 3 clusters Score -2.187343e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 145497 members 
Entering Unmasked Estep 
Score: -21880336.000000 Penalty: 5930.291016
	Iteration 9F: 3 clusters Score -2.188034e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 149858 members 
Entering Unmasked Estep 
Score: -21883818.000000 Penalty: 5930.291016
	Iteration 10Q: 3 clusters Score -2.188382e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 152249 members 
Entering Unmasked Estep 
Score: -21885084.000000 Penalty: 5930.291016
	Iteration 11Q: 3 clusters Score -2.188508e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 153468 members 
Entering Unmasked Estep 
Score: -21885838.000000 Penalty: 5930.291016
	Iteration 12Q: 3 clusters Score -2.188584e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 154116 members 
Entering Unmasked Estep 
Score: -21886116.000000 Penalty: 5930.291016
	Iteration 13Q: 3 clusters Score -2.188612e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -21886230.000000 Penalty: 5930.291016
	Iteration 14Q: 3 clusters Score -2.188623e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 154666 members 
Entering Unmasked Estep 
Score: -21886284.000000 Penalty: 5930.291016
	Iteration 15Q: 3 clusters Score -2.188628e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 154792 members 
Entering Unmasked Estep 
Score: -21886312.000000 Penalty: 5930.291016
	Iteration 16Q: 3 clusters Score -2.188631e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 154875 members 
Entering Unmasked Estep 
Score: -21886346.000000 Penalty: 5930.291016
	Iteration 17Q: 3 clusters Score -2.188635e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 154934 members 
Entering Unmasked Estep 
Score: -21886362.000000 Penalty: 5930.291016
	Iteration 18Q: 3 clusters Score -2.188636e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -21886366.000000 Penalty: 5930.291016
	Iteration 19Q: 3 clusters Score -2.188637e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -21886380.000000 Penalty: 5930.291016
	Iteration 20F: 3 clusters Score -2.188638e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 155045 members 
Entering Unmasked Estep 
Score: -21886416.000000 Penalty: 5930.291016
	Iteration 21Q: 3 clusters Score -2.188642e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 155070 members 
Entering Unmasked Estep 
Score: -21886398.000000 Penalty: 5930.291016
	Iteration 22Q: 3 clusters Score -2.18864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 155082 members 
Entering Unmasked Estep 
Score: -21886442.000000 Penalty: 5930.291016
	Iteration 23Q: 3 clusters Score -2.188644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 155095 members 
Entering Unmasked Estep 
Score: -21886446.000000 Penalty: 5930.291016
	Iteration 24Q: 3 clusters Score -2.188645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 155104 members 
Entering Unmasked Estep 
Score: -21886442.000000 Penalty: 5930.291016
	Iteration 25Q: 3 clusters Score -2.188644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 155112 members 
Entering Unmasked Estep 
Score: -21886446.000000 Penalty: 5930.291016
	Iteration 26Q: 3 clusters Score -2.188645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 155119 members 
Entering Unmasked Estep 
Score: -21886440.000000 Penalty: 5930.291016
	Iteration 27Q: 3 clusters Score -2.188644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 155126 members 
Entering Unmasked Estep 
Score: -21886448.000000 Penalty: 5930.291016
	Iteration 28Q: 3 clusters Score -2.188645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 155139 members 
Entering Unmasked Estep 
Score: -21886444.000000 Penalty: 5930.291016
	Iteration 29Q: 3 clusters Score -2.188644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 155147 members 
Entering Unmasked Estep 
Score: -21886468.000000 Penalty: 5930.291016
	Iteration 30Q: 3 clusters Score -2.188647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 155157 members 
Entering Unmasked Estep 
Score: -21886460.000000 Penalty: 5930.291016
	Iteration 31Q: 3 clusters Score -2.188646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -21886456.000000 Penalty: 5930.291016
	Iteration 32Q: 3 clusters Score -2.188646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 155164 members 
Entering Unmasked Estep 
Score: -21886460.000000 Penalty: 5930.291016
	Iteration 33Q: 3 clusters Score -2.188646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 155166 members 
Entering Unmasked Estep 
Score: -21886458.000000 Penalty: 5930.291016
	Iteration 34Q: 3 clusters Score -2.188646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 155168 members 
Entering Unmasked Estep 
Score: -21886458.000000 Penalty: 5930.291016
	Iteration 35Q: 3 clusters Score -2.188646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 155167 members 
Entering Unmasked Estep 
Score: -21886456.000000 Penalty: 5930.291016
	Iteration 36Q: 3 clusters Score -2.188646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 155167 members 
Entering Unmasked Estep 
Score: -21886456.000000 Penalty: 5930.291016
	Iteration 37F: 3 clusters Score -2.188646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Entering Unmasked Estep 
Score: -1074823.375000 Penalty: 2216.038818
	Iteration 0F: 2 clusters Score -1074823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1068660.875000 Penalty: 4432.077637
	Iteration 0F: 3 clusters Score -1068661 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1070414.750000 Penalty: 4432.077637
	Iteration 1F: 3 clusters Score -1070415 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1070702.750000 Penalty: 4432.077637
	Iteration 2F: 3 clusters Score -1070703 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1070890.375000 Penalty: 4432.077637
	Iteration 3F: 3 clusters Score -1070890 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1071037.750000 Penalty: 4432.077637
	Iteration 4Q: 3 clusters Score -1071038 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1071140.625000 Penalty: 4432.077637
	Iteration 5Q: 3 clusters Score -1071141 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1071240.125000 Penalty: 4432.077637
	Iteration 6Q: 3 clusters Score -1071240 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1071344.875000 Penalty: 4432.077637
	Iteration 7Q: 3 clusters Score -1071345 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1071434.500000 Penalty: 4432.077637
	Iteration 8Q: 3 clusters Score -1071434 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1071526.375000 Penalty: 4432.077637
	Iteration 9Q: 3 clusters Score -1071526 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1071623.000000 Penalty: 4432.077637
	Iteration 10Q: 3 clusters Score -1071623 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1071711.250000 Penalty: 4432.077637
	Iteration 11Q: 3 clusters Score -1071711 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1071808.375000 Penalty: 4432.077637
	Iteration 12Q: 3 clusters Score -1071808 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1071891.750000 Penalty: 4432.077637
	Iteration 13Q: 3 clusters Score -1071892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1071974.250000 Penalty: 4432.077637
	Iteration 14Q: 3 clusters Score -1071974 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1072055.375000 Penalty: 4432.077637
	Iteration 15Q: 3 clusters Score -1072055 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1072148.000000 Penalty: 4432.077637
	Iteration 16Q: 3 clusters Score -1072148 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1072233.750000 Penalty: 4432.077637
	Iteration 17Q: 3 clusters Score -1072234 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1072315.750000 Penalty: 4432.077637
	Iteration 18Q: 3 clusters Score -1072316 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1072394.000000 Penalty: 4432.077637
	Iteration 19Q: 3 clusters Score -1072394 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1072492.125000 Penalty: 4432.077637
	Iteration 20F: 3 clusters Score -1072492 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1072589.500000 Penalty: 4432.077637
	Iteration 21Q: 3 clusters Score -1072590 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1072663.375000 Penalty: 4432.077637
	Iteration 22Q: 3 clusters Score -1072663 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1072721.500000 Penalty: 4432.077637
	Iteration 23Q: 3 clusters Score -1072722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1072767.625000 Penalty: 4432.077637
	Iteration 24Q: 3 clusters Score -1072768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1072811.500000 Penalty: 4432.077637
	Iteration 25Q: 3 clusters Score -1072812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1072849.750000 Penalty: 4432.077637
	Iteration 26Q: 3 clusters Score -1072850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1072884.125000 Penalty: 4432.077637
	Iteration 27Q: 3 clusters Score -1072884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1072906.125000 Penalty: 4432.077637
	Iteration 28Q: 3 clusters Score -1072906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1072926.125000 Penalty: 4432.077637
	Iteration 29Q: 3 clusters Score -1072926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1072939.875000 Penalty: 4432.077637
	Iteration 30Q: 3 clusters Score -1072940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1072953.250000 Penalty: 4432.077637
	Iteration 31Q: 3 clusters Score -1072953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1072964.750000 Penalty: 4432.077637
	Iteration 32Q: 3 clusters Score -1072965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1072979.125000 Penalty: 4432.077637
	Iteration 33Q: 3 clusters Score -1072979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1072986.375000 Penalty: 4432.077637
	Iteration 34Q: 3 clusters Score -1072986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1072994.125000 Penalty: 4432.077637
	Iteration 35Q: 3 clusters Score -1072994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1073003.375000 Penalty: 4432.077637
	Iteration 36Q: 3 clusters Score -1073003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1073010.250000 Penalty: 4432.077637
	Iteration 37Q: 3 clusters Score -1073010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1073012.250000 Penalty: 4432.077637
	Iteration 38Q: 3 clusters Score -1073012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1073017.125000 Penalty: 4432.077637
	Iteration 39Q: 3 clusters Score -1073017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1073021.250000 Penalty: 4432.077637
	Iteration 40F: 3 clusters Score -1073021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1073022.625000 Penalty: 4432.077637
	Iteration 41Q: 3 clusters Score -1073023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1073029.375000 Penalty: 4432.077637
	Iteration 42Q: 3 clusters Score -1073029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1073033.625000 Penalty: 4432.077637
	Iteration 43Q: 3 clusters Score -1073034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1073039.250000 Penalty: 4432.077637
	Iteration 44Q: 3 clusters Score -1073039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1073041.500000 Penalty: 4432.077637
	Iteration 45Q: 3 clusters Score -1073042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1073045.250000 Penalty: 4432.077637
	Iteration 46Q: 3 clusters Score -1073045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1073053.125000 Penalty: 4432.077637
	Iteration 47Q: 3 clusters Score -1073053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1073061.250000 Penalty: 4432.077637
	Iteration 48Q: 3 clusters Score -1073061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1073067.500000 Penalty: 4432.077637
	Iteration 49Q: 3 clusters Score -1073068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1073070.000000 Penalty: 4432.077637
	Iteration 50Q: 3 clusters Score -1073070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1073073.250000 Penalty: 4432.077637
	Iteration 51Q: 3 clusters Score -1073073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1073074.875000 Penalty: 4432.077637
	Iteration 52Q: 3 clusters Score -1073075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1073073.625000 Penalty: 4432.077637
	Iteration 53Q: 3 clusters Score -1073074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1073077.375000 Penalty: 4432.077637
	Iteration 54Q: 3 clusters Score -1073077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1073078.250000 Penalty: 4432.077637
	Iteration 55Q: 3 clusters Score -1073078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1073078.250000 Penalty: 4432.077637
	Iteration 56F: 3 clusters Score -1073078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -83202.710938 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -83202.71 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 342 members 
Entering Unmasked Estep 
Score: -81923.007812 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -81923.01 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -82903.226562 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -82903.23 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -83230.140625 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -83230.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -83343.367188 Penalty: 3234.958008
	Iteration 3Q: 3 clusters Score -83343.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -83370.093750 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -83370.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -83375.039062 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -83375.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -83375.039062 Penalty: 3234.958008
	Iteration 6F: 3 clusters Score -83375.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108425 members 
Mstep: Class 4 contains 164775 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 6 contains 41000 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117514 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36131 members 
Mstep: Class 12 contains 124656 members 
Mstep: Class 13 contains 26610 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39055 members 
Mstep: Class 16 contains 107924 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34730 members 
Mstep: Class 19 contains 155785 members 
Mstep: Class 20 contains 7598 members 
Mstep: Class 21 contains 571 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 109 members 
Entering Unmasked Estep 
Score: -147118176.000000 Penalty: 79126.429688
Splitting cluster 21 changes total score from -147119632.000000 to -147118176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -75281.812500 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -75281.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74449.093750 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -74449.09 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -75492.710938 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -75492.71 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -76597.281250 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -76597.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -76838.140625 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -76838.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -76873.562500 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -76873.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -76884.125000 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -76884.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -76884.125000 Penalty: 3236.414795
	Iteration 6F: 3 clusters Score -76884.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108425 members 
Mstep: Class 4 contains 164775 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 6 contains 41000 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117514 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36131 members 
Mstep: Class 12 contains 124656 members 
Mstep: Class 13 contains 26610 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39055 members 
Mstep: Class 16 contains 107924 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34730 members 
Mstep: Class 19 contains 155785 members 
Mstep: Class 20 contains 7598 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 81 members 
Entering Unmasked Estep 
Score: -147119648.000000 Penalty: 79126.429688
Splitting cluster 22 changes total score from -147119632.000000 to -147119648.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108425 members 
Mstep: Class 4 contains 164775 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 6 contains 41000 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117514 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36131 members 
Mstep: Class 12 contains 124656 members 
Mstep: Class 13 contains 26610 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39055 members 
Mstep: Class 16 contains 107924 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 34730 members 
Mstep: Class 19 contains 155785 members 
Mstep: Class 20 contains 7598 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147120128.000000 Penalty: 79126.429688
Iteration 279Q: 24 clusters Score -1.471201e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 1083 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108418 members 
Mstep: Class 4 contains 164741 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 6 contains 41005 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117595 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36127 members 
Mstep: Class 12 contains 124627 members 
Mstep: Class 13 contains 26594 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39050 members 
Mstep: Class 16 contains 107919 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 34747 members 
Mstep: Class 19 contains 155806 members 
Mstep: Class 20 contains 7598 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 605 members 
Mstep: Class 23 contains 91 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147121568.000000 Penalty: 79126.429688
Iteration 280F: 24 clusters Score -1.471216e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 1064 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108411 members 
Mstep: Class 4 contains 164724 members 
Mstep: Class 5 contains 5309 members 
Mstep: Class 6 contains 41005 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117661 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36127 members 
Mstep: Class 12 contains 124597 members 
Mstep: Class 13 contains 26582 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39045 members 
Mstep: Class 16 contains 107911 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 34758 members 
Mstep: Class 19 contains 155830 members 
Mstep: Class 20 contains 7596 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 612 members 
Mstep: Class 23 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147122736.000000 Penalty: 79126.429688
Iteration 281Q: 24 clusters Score -1.471227e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108402 members 
Mstep: Class 4 contains 164688 members 
Mstep: Class 5 contains 5310 members 
Mstep: Class 6 contains 41005 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117749 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36125 members 
Mstep: Class 12 contains 124574 members 
Mstep: Class 13 contains 26581 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39041 members 
Mstep: Class 16 contains 107899 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 34767 members 
Mstep: Class 19 contains 155850 members 
Mstep: Class 20 contains 7593 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 619 members 
Mstep: Class 23 contains 105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147122752.000000 Penalty: 79126.429688
Iteration 282Q: 24 clusters Score -1.471228e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108394 members 
Mstep: Class 4 contains 164659 members 
Mstep: Class 5 contains 5310 members 
Mstep: Class 6 contains 41004 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117807 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36122 members 
Mstep: Class 12 contains 124562 members 
Mstep: Class 13 contains 26577 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39042 members 
Mstep: Class 16 contains 107888 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 34783 members 
Mstep: Class 19 contains 155874 members 
Mstep: Class 20 contains 7593 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147122976.000000 Penalty: 79126.429688
Iteration 283Q: 24 clusters Score -1.47123e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81343 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108396 members 
Mstep: Class 4 contains 164642 members 
Mstep: Class 5 contains 5309 members 
Mstep: Class 6 contains 41002 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117861 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36114 members 
Mstep: Class 12 contains 124542 members 
Mstep: Class 13 contains 26570 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39036 members 
Mstep: Class 16 contains 107877 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 34793 members 
Mstep: Class 19 contains 155902 members 
Mstep: Class 20 contains 7594 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 641 members 
Mstep: Class 23 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123424.000000 Penalty: 79126.429688
Iteration 284Q: 24 clusters Score -1.471234e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108404 members 
Mstep: Class 4 contains 164626 members 
Mstep: Class 5 contains 5310 members 
Mstep: Class 6 contains 41000 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117919 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36103 members 
Mstep: Class 12 contains 124512 members 
Mstep: Class 13 contains 26559 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39030 members 
Mstep: Class 16 contains 107870 members 
Mstep: Class 17 contains 229 members 
Mstep: Class 18 contains 34793 members 
Mstep: Class 19 contains 155929 members 
Mstep: Class 20 contains 7593 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 645 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123616.000000 Penalty: 79126.429688
Iteration 285Q: 24 clusters Score -1.471236e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108409 members 
Mstep: Class 4 contains 164592 members 
Mstep: Class 5 contains 5310 members 
Mstep: Class 6 contains 41006 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 117966 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36099 members 
Mstep: Class 12 contains 124492 members 
Mstep: Class 13 contains 26551 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39031 members 
Mstep: Class 16 contains 107865 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34809 members 
Mstep: Class 19 contains 155930 members 
Mstep: Class 20 contains 7592 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123696.000000 Penalty: 79126.429688
Iteration 286Q: 24 clusters Score -1.471237e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108412 members 
Mstep: Class 4 contains 164564 members 
Mstep: Class 5 contains 5310 members 
Mstep: Class 6 contains 41019 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118012 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36096 members 
Mstep: Class 12 contains 124460 members 
Mstep: Class 13 contains 26544 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39036 members 
Mstep: Class 16 contains 107856 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34826 members 
Mstep: Class 19 contains 155940 members 
Mstep: Class 20 contains 7592 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123680.000000 Penalty: 79126.429688
Iteration 287Q: 24 clusters Score -1.471237e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108422 members 
Mstep: Class 4 contains 164535 members 
Mstep: Class 5 contains 5310 members 
Mstep: Class 6 contains 41029 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118055 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36089 members 
Mstep: Class 12 contains 124426 members 
Mstep: Class 13 contains 26535 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39027 members 
Mstep: Class 16 contains 107854 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34845 members 
Mstep: Class 19 contains 155958 members 
Mstep: Class 20 contains 7592 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123712.000000 Penalty: 79126.429688
Iteration 288Q: 24 clusters Score -1.471237e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108438 members 
Mstep: Class 4 contains 164486 members 
Mstep: Class 5 contains 5309 members 
Mstep: Class 6 contains 41036 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118102 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36085 members 
Mstep: Class 12 contains 124394 members 
Mstep: Class 13 contains 26530 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39021 members 
Mstep: Class 16 contains 107845 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34866 members 
Mstep: Class 19 contains 155986 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123792.000000 Penalty: 79126.429688
Iteration 289Q: 24 clusters Score -1.471238e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108448 members 
Mstep: Class 4 contains 164451 members 
Mstep: Class 5 contains 5310 members 
Mstep: Class 6 contains 41038 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118135 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36078 members 
Mstep: Class 12 contains 124372 members 
Mstep: Class 13 contains 26527 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39017 members 
Mstep: Class 16 contains 107838 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34882 members 
Mstep: Class 19 contains 156013 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123696.000000 Penalty: 79126.429688
Iteration 290Q: 24 clusters Score -1.471237e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108463 members 
Mstep: Class 4 contains 164428 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 6 contains 41042 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118176 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36067 members 
Mstep: Class 12 contains 124331 members 
Mstep: Class 13 contains 26521 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39008 members 
Mstep: Class 16 contains 107830 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34891 members 
Mstep: Class 19 contains 156052 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123936.000000 Penalty: 79126.429688
Iteration 291Q: 24 clusters Score -1.471239e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108475 members 
Mstep: Class 4 contains 164420 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 6 contains 41039 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118228 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36058 members 
Mstep: Class 12 contains 124290 members 
Mstep: Class 13 contains 26513 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39010 members 
Mstep: Class 16 contains 107827 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34906 members 
Mstep: Class 19 contains 156074 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123808.000000 Penalty: 79126.429688
Iteration 292Q: 24 clusters Score -1.471238e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108491 members 
Mstep: Class 4 contains 164414 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 6 contains 41034 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118271 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36056 members 
Mstep: Class 12 contains 124258 members 
Mstep: Class 13 contains 26500 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39010 members 
Mstep: Class 16 contains 107809 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34928 members 
Mstep: Class 19 contains 156092 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123696.000000 Penalty: 79126.429688
Iteration 293Q: 24 clusters Score -1.471237e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108506 members 
Mstep: Class 4 contains 164427 members 
Mstep: Class 5 contains 5309 members 
Mstep: Class 6 contains 41037 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118312 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36054 members 
Mstep: Class 12 contains 124244 members 
Mstep: Class 13 contains 26489 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 39003 members 
Mstep: Class 16 contains 107796 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34938 members 
Mstep: Class 19 contains 156072 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123920.000000 Penalty: 79126.429688
Iteration 294Q: 24 clusters Score -1.471239e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108507 members 
Mstep: Class 4 contains 164450 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 6 contains 41039 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118373 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36053 members 
Mstep: Class 12 contains 124236 members 
Mstep: Class 13 contains 26480 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38995 members 
Mstep: Class 16 contains 107775 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34948 members 
Mstep: Class 19 contains 156037 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147124128.000000 Penalty: 79126.429688
Iteration 295Q: 24 clusters Score -1.471241e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108514 members 
Mstep: Class 4 contains 164458 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 6 contains 41041 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118408 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36050 members 
Mstep: Class 12 contains 124220 members 
Mstep: Class 13 contains 26471 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38983 members 
Mstep: Class 16 contains 107761 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34956 members 
Mstep: Class 19 contains 156041 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123952.000000 Penalty: 79126.429688
Iteration 296Q: 24 clusters Score -1.47124e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108520 members 
Mstep: Class 4 contains 164474 members 
Mstep: Class 5 contains 5310 members 
Mstep: Class 6 contains 41040 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118458 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36045 members 
Mstep: Class 12 contains 124194 members 
Mstep: Class 13 contains 26458 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38981 members 
Mstep: Class 16 contains 107743 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34968 members 
Mstep: Class 19 contains 156035 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147124032.000000 Penalty: 79126.429688
Iteration 297Q: 24 clusters Score -1.47124e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108515 members 
Mstep: Class 4 contains 164502 members 
Mstep: Class 5 contains 5310 members 
Mstep: Class 6 contains 41040 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118512 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36040 members 
Mstep: Class 12 contains 124163 members 
Mstep: Class 13 contains 26446 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38981 members 
Mstep: Class 16 contains 107726 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34981 members 
Mstep: Class 19 contains 156031 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147123984.000000 Penalty: 79126.429688
Iteration 298Q: 24 clusters Score -1.47124e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108506 members 
Mstep: Class 4 contains 164534 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 41046 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118540 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36042 members 
Mstep: Class 12 contains 124137 members 
Mstep: Class 13 contains 26437 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38973 members 
Mstep: Class 16 contains 107713 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34984 members 
Mstep: Class 19 contains 156044 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147124016.000000 Penalty: 79126.429688
Iteration 299Q: 24 clusters Score -1.47124e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108502 members 
Mstep: Class 4 contains 164556 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 41051 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118564 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36045 members 
Mstep: Class 12 contains 124124 members 
Mstep: Class 13 contains 26429 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38970 members 
Mstep: Class 16 contains 107711 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 34991 members 
Mstep: Class 19 contains 156023 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147127040.000000 Penalty: 79126.429688
Iteration 300F: 24 clusters Score -1.47127e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 1001 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108498 members 
Mstep: Class 4 contains 164569 members 
Mstep: Class 5 contains 5313 members 
Mstep: Class 6 contains 41052 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118594 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36046 members 
Mstep: Class 12 contains 124105 members 
Mstep: Class 13 contains 26422 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38971 members 
Mstep: Class 16 contains 107703 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35001 members 
Mstep: Class 19 contains 156017 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147130880.000000 Penalty: 79126.429688
Iteration 301Q: 24 clusters Score -1.471309e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108489 members 
Mstep: Class 4 contains 164579 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 41054 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118618 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36045 members 
Mstep: Class 12 contains 124097 members 
Mstep: Class 13 contains 26419 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38971 members 
Mstep: Class 16 contains 107690 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35011 members 
Mstep: Class 19 contains 156026 members 
Mstep: Class 20 contains 7580 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147131136.000000 Penalty: 79126.429688
Iteration 302Q: 24 clusters Score -1.471311e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108486 members 
Mstep: Class 4 contains 164580 members 
Mstep: Class 5 contains 5313 members 
Mstep: Class 6 contains 41055 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118645 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36049 members 
Mstep: Class 12 contains 124077 members 
Mstep: Class 13 contains 26415 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38969 members 
Mstep: Class 16 contains 107680 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35019 members 
Mstep: Class 19 contains 156041 members 
Mstep: Class 20 contains 7580 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147131088.000000 Penalty: 79126.429688
Iteration 303Q: 24 clusters Score -1.471311e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108486 members 
Mstep: Class 4 contains 164594 members 
Mstep: Class 5 contains 5313 members 
Mstep: Class 6 contains 41059 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118667 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36050 members 
Mstep: Class 12 contains 124048 members 
Mstep: Class 13 contains 26411 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38966 members 
Mstep: Class 16 contains 107674 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35026 members 
Mstep: Class 19 contains 156052 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147131136.000000 Penalty: 79126.429688
Iteration 304Q: 24 clusters Score -1.471311e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108475 members 
Mstep: Class 4 contains 164614 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 41064 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118685 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36047 members 
Mstep: Class 12 contains 124031 members 
Mstep: Class 13 contains 26407 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38962 members 
Mstep: Class 16 contains 107666 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35036 members 
Mstep: Class 19 contains 156056 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147131184.000000 Penalty: 79126.429688
Iteration 305Q: 24 clusters Score -1.471312e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108461 members 
Mstep: Class 4 contains 164641 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 41067 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118720 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36045 members 
Mstep: Class 12 contains 123992 members 
Mstep: Class 13 contains 26404 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38956 members 
Mstep: Class 16 contains 107653 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35047 members 
Mstep: Class 19 contains 156069 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147131040.000000 Penalty: 79126.429688
Iteration 306Q: 24 clusters Score -1.47131e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108446 members 
Mstep: Class 4 contains 164644 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 41071 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118745 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36043 members 
Mstep: Class 12 contains 123972 members 
Mstep: Class 13 contains 26396 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38956 members 
Mstep: Class 16 contains 107648 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35061 members 
Mstep: Class 19 contains 156077 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147131040.000000 Penalty: 79126.429688
Iteration 307Q: 24 clusters Score -1.47131e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108425 members 
Mstep: Class 4 contains 164694 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 41074 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118782 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36041 members 
Mstep: Class 12 contains 123942 members 
Mstep: Class 13 contains 26393 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38954 members 
Mstep: Class 16 contains 107638 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35067 members 
Mstep: Class 19 contains 156055 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147130960.000000 Penalty: 79126.429688
Iteration 308Q: 24 clusters Score -1.47131e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108408 members 
Mstep: Class 4 contains 164719 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 41075 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118819 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36040 members 
Mstep: Class 12 contains 123907 members 
Mstep: Class 13 contains 26393 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38948 members 
Mstep: Class 16 contains 107629 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35079 members 
Mstep: Class 19 contains 156052 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147131008.000000 Penalty: 79126.429688
Iteration 309Q: 24 clusters Score -1.47131e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108395 members 
Mstep: Class 4 contains 164717 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 6 contains 41078 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118857 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36044 members 
Mstep: Class 12 contains 123886 members 
Mstep: Class 13 contains 26392 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38940 members 
Mstep: Class 16 contains 107622 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35091 members 
Mstep: Class 19 contains 156049 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147130976.000000 Penalty: 79126.429688
Iteration 310Q: 24 clusters Score -1.47131e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108387 members 
Mstep: Class 4 contains 164748 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 41082 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118874 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36046 members 
Mstep: Class 12 contains 123870 members 
Mstep: Class 13 contains 26391 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38935 members 
Mstep: Class 16 contains 107615 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35100 members 
Mstep: Class 19 contains 156035 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147130800.000000 Penalty: 79126.429688
Iteration 311Q: 24 clusters Score -1.471308e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108380 members 
Mstep: Class 4 contains 164763 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 41085 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118894 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36048 members 
Mstep: Class 12 contains 123851 members 
Mstep: Class 13 contains 26386 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38932 members 
Mstep: Class 16 contains 107612 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35116 members 
Mstep: Class 19 contains 156020 members 
Mstep: Class 20 contains 7580 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147130864.000000 Penalty: 79126.429688
Iteration 312Q: 24 clusters Score -1.471309e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108373 members 
Mstep: Class 4 contains 164762 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 41087 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118912 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36047 members 
Mstep: Class 12 contains 123836 members 
Mstep: Class 13 contains 26387 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38930 members 
Mstep: Class 16 contains 107608 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35129 members 
Mstep: Class 19 contains 156026 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147130864.000000 Penalty: 79126.429688
Iteration 313Q: 24 clusters Score -1.471309e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108373 members 
Mstep: Class 4 contains 164761 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 41086 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118938 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36040 members 
Mstep: Class 12 contains 123822 members 
Mstep: Class 13 contains 26383 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38924 members 
Mstep: Class 16 contains 107605 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35140 members 
Mstep: Class 19 contains 156026 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147130768.000000 Penalty: 79126.429688
Iteration 314Q: 24 clusters Score -1.471308e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108373 members 
Mstep: Class 4 contains 164766 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 41091 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118957 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36035 members 
Mstep: Class 12 contains 123816 members 
Mstep: Class 13 contains 26380 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38917 members 
Mstep: Class 16 contains 107598 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35149 members 
Mstep: Class 19 contains 156029 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147130720.000000 Penalty: 79126.429688
Iteration 315Q: 24 clusters Score -1.471307e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 80961 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108370 members 
Mstep: Class 4 contains 164769 members 
Mstep: Class 5 contains 5313 members 
Mstep: Class 6 contains 41093 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118980 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36029 members 
Mstep: Class 12 contains 123798 members 
Mstep: Class 13 contains 26376 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38913 members 
Mstep: Class 16 contains 107597 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35159 members 
Mstep: Class 19 contains 156039 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147130576.000000 Penalty: 79126.429688
Iteration 316Q: 24 clusters Score -1.471306e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108368 members 
Mstep: Class 4 contains 164778 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 41092 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118995 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36022 members 
Mstep: Class 12 contains 123780 members 
Mstep: Class 13 contains 26376 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38912 members 
Mstep: Class 16 contains 107594 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35172 members 
Mstep: Class 19 contains 156045 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147130656.000000 Penalty: 79126.429688
Iteration 317Q: 24 clusters Score -1.471307e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108370 members 
Mstep: Class 4 contains 164778 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 41090 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118998 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36017 members 
Mstep: Class 12 contains 123760 members 
Mstep: Class 13 contains 26376 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38909 members 
Mstep: Class 16 contains 107587 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35184 members 
Mstep: Class 19 contains 156079 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147130640.000000 Penalty: 79126.429688
Iteration 318Q: 24 clusters Score -1.471306e+08 nChanged 180
Entering ConstructFrom: 
Score: -147130640.000000 Penalty: 79126.429688
Entering ConstructFrom: 
Trying to split cluster 1 (80929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Entering Unmasked Estep 
Score: -11508829.000000 Penalty: 2802.729248
	Iteration 0F: 2 clusters Score -1.150883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -11454622.000000 Penalty: 5605.458496
	Iteration 0F: 3 clusters Score -1.145462e+07 nChanged 38075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -11476360.000000 Penalty: 5605.458496
	Iteration 1F: 3 clusters Score -1.147636e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -11477348.000000 Penalty: 5605.458496
	Iteration 2Q: 3 clusters Score -1.147735e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -11478662.000000 Penalty: 5605.458496
	Iteration 3Q: 3 clusters Score -1.147866e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -11480479.000000 Penalty: 5605.458496
	Iteration 4Q: 3 clusters Score -1.148048e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -11482802.000000 Penalty: 5605.458496
	Iteration 5F: 3 clusters Score -1.14828e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -11485985.000000 Penalty: 5605.458496
	Iteration 6F: 3 clusters Score -1.148598e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -11490209.000000 Penalty: 5605.458496
	Iteration 7F: 3 clusters Score -1.149021e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -11494686.000000 Penalty: 5605.458496
	Iteration 8F: 3 clusters Score -1.149469e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -11497729.000000 Penalty: 5605.458496
	Iteration 9F: 3 clusters Score -1.149773e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -11499222.000000 Penalty: 5605.458496
	Iteration 10Q: 3 clusters Score -1.149922e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -11499996.000000 Penalty: 5605.458496
	Iteration 11Q: 3 clusters Score -1.15e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -11500549.000000 Penalty: 5605.458496
	Iteration 12Q: 3 clusters Score -1.150055e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -11501075.000000 Penalty: 5605.458496
	Iteration 13Q: 3 clusters Score -1.150108e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -11501621.000000 Penalty: 5605.458496
	Iteration 14Q: 3 clusters Score -1.150162e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -11502143.000000 Penalty: 5605.458496
	Iteration 15Q: 3 clusters Score -1.150214e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -11502601.000000 Penalty: 5605.458496
	Iteration 16Q: 3 clusters Score -1.15026e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -11502973.000000 Penalty: 5605.458496
	Iteration 17Q: 3 clusters Score -1.150297e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -11503348.000000 Penalty: 5605.458496
	Iteration 18Q: 3 clusters Score -1.150335e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -11503695.000000 Penalty: 5605.458496
	Iteration 19Q: 3 clusters Score -1.15037e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -11503995.000000 Penalty: 5605.458496
	Iteration 20F: 3 clusters Score -1.1504e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -11504288.000000 Penalty: 5605.458496
	Iteration 21Q: 3 clusters Score -1.150429e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -11504571.000000 Penalty: 5605.458496
	Iteration 22Q: 3 clusters Score -1.150457e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -11504792.000000 Penalty: 5605.458496
	Iteration 23Q: 3 clusters Score -1.150479e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -11504952.000000 Penalty: 5605.458496
	Iteration 24Q: 3 clusters Score -1.150495e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -11505160.000000 Penalty: 5605.458496
	Iteration 25Q: 3 clusters Score -1.150516e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -11505304.000000 Penalty: 5605.458496
	Iteration 26Q: 3 clusters Score -1.15053e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -11505490.000000 Penalty: 5605.458496
	Iteration 27Q: 3 clusters Score -1.150549e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -11505614.000000 Penalty: 5605.458496
	Iteration 28Q: 3 clusters Score -1.150561e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -11505785.000000 Penalty: 5605.458496
	Iteration 29Q: 3 clusters Score -1.150578e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -11505865.000000 Penalty: 5605.458496
	Iteration 30Q: 3 clusters Score -1.150586e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78474 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -11505973.000000 Penalty: 5605.458496
	Iteration 31Q: 3 clusters Score -1.150597e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -11506087.000000 Penalty: 5605.458496
	Iteration 32Q: 3 clusters Score -1.150609e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -11506162.000000 Penalty: 5605.458496
	Iteration 33Q: 3 clusters Score -1.150616e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79051 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -11506257.000000 Penalty: 5605.458496
	Iteration 34Q: 3 clusters Score -1.150626e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -11506272.000000 Penalty: 5605.458496
	Iteration 35Q: 3 clusters Score -1.150627e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -11506301.000000 Penalty: 5605.458496
	Iteration 36Q: 3 clusters Score -1.15063e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11506324.000000 Penalty: 5605.458496
	Iteration 37Q: 3 clusters Score -1.150632e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11506367.000000 Penalty: 5605.458496
	Iteration 38Q: 3 clusters Score -1.150637e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11506380.000000 Penalty: 5605.458496
	Iteration 39Q: 3 clusters Score -1.150638e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11506377.000000 Penalty: 5605.458496
	Iteration 40F: 3 clusters Score -1.150638e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11506395.000000 Penalty: 5605.458496
	Iteration 41Q: 3 clusters Score -1.15064e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -11506414.000000 Penalty: 5605.458496
	Iteration 42Q: 3 clusters Score -1.150641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11506411.000000 Penalty: 5605.458496
	Iteration 43Q: 3 clusters Score -1.150641e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79654 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -11506412.000000 Penalty: 5605.458496
	Iteration 44Q: 3 clusters Score -1.150641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11506429.000000 Penalty: 5605.458496
	Iteration 45Q: 3 clusters Score -1.150643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -11506443.000000 Penalty: 5605.458496
	Iteration 46Q: 3 clusters Score -1.150644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -11506452.000000 Penalty: 5605.458496
	Iteration 47Q: 3 clusters Score -1.150645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -11506469.000000 Penalty: 5605.458496
	Iteration 48Q: 3 clusters Score -1.150647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79723 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -11506473.000000 Penalty: 5605.458496
	Iteration 49Q: 3 clusters Score -1.150647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11506464.000000 Penalty: 5605.458496
	Iteration 50Q: 3 clusters Score -1.150646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11506462.000000 Penalty: 5605.458496
	Iteration 51Q: 3 clusters Score -1.150646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11506467.000000 Penalty: 5605.458496
	Iteration 52Q: 3 clusters Score -1.150647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11506466.000000 Penalty: 5605.458496
	Iteration 53Q: 3 clusters Score -1.150647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11506468.000000 Penalty: 5605.458496
	Iteration 54Q: 3 clusters Score -1.150647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11506465.000000 Penalty: 5605.458496
	Iteration 55Q: 3 clusters Score -1.150646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11506479.000000 Penalty: 5605.458496
	Iteration 56Q: 3 clusters Score -1.150648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79784 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -11506490.000000 Penalty: 5605.458496
	Iteration 57Q: 3 clusters Score -1.150649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11506493.000000 Penalty: 5605.458496
	Iteration 58Q: 3 clusters Score -1.150649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79803 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -11506490.000000 Penalty: 5605.458496
	Iteration 59Q: 3 clusters Score -1.150649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11506502.000000 Penalty: 5605.458496
	Iteration 60F: 3 clusters Score -1.15065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -11506516.000000 Penalty: 5605.458496
	Iteration 61Q: 3 clusters Score -1.150652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11506507.000000 Penalty: 5605.458496
	Iteration 62Q: 3 clusters Score -1.150651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11506510.000000 Penalty: 5605.458496
	Iteration 63Q: 3 clusters Score -1.150651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11506497.000000 Penalty: 5605.458496
	Iteration 64Q: 3 clusters Score -1.15065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11506502.000000 Penalty: 5605.458496
	Iteration 65Q: 3 clusters Score -1.15065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11506505.000000 Penalty: 5605.458496
	Iteration 66Q: 3 clusters Score -1.15065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11506498.000000 Penalty: 5605.458496
	Iteration 67Q: 3 clusters Score -1.15065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11506495.000000 Penalty: 5605.458496
	Iteration 68Q: 3 clusters Score -1.15065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11506496.000000 Penalty: 5605.458496
	Iteration 69Q: 3 clusters Score -1.15065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11506506.000000 Penalty: 5605.458496
	Iteration 70Q: 3 clusters Score -1.150651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -11506513.000000 Penalty: 5605.458496
	Iteration 71Q: 3 clusters Score -1.150651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11506523.000000 Penalty: 5605.458496
	Iteration 72Q: 3 clusters Score -1.150652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79887 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11506518.000000 Penalty: 5605.458496
	Iteration 73Q: 3 clusters Score -1.150652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -11506521.000000 Penalty: 5605.458496
	Iteration 74Q: 3 clusters Score -1.150652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79905 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11506537.000000 Penalty: 5605.458496
	Iteration 75Q: 3 clusters Score -1.150654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11506529.000000 Penalty: 5605.458496
	Iteration 76Q: 3 clusters Score -1.150653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11506527.000000 Penalty: 5605.458496
	Iteration 77Q: 3 clusters Score -1.150653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11506508.000000 Penalty: 5605.458496
	Iteration 78Q: 3 clusters Score -1.150651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11506512.000000 Penalty: 5605.458496
	Iteration 79Q: 3 clusters Score -1.150651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11506524.000000 Penalty: 5605.458496
	Iteration 80F: 3 clusters Score -1.150652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79950 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11506537.000000 Penalty: 5605.458496
	Iteration 81Q: 3 clusters Score -1.150654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -11506528.000000 Penalty: 5605.458496
	Iteration 82Q: 3 clusters Score -1.150653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -11506528.000000 Penalty: 5605.458496
	Iteration 83Q: 3 clusters Score -1.150653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11506538.000000 Penalty: 5605.458496
	Iteration 84Q: 3 clusters Score -1.150654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79957 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11506536.000000 Penalty: 5605.458496
	Iteration 85Q: 3 clusters Score -1.150654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79961 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11506545.000000 Penalty: 5605.458496
	Iteration 86Q: 3 clusters Score -1.150654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11506550.000000 Penalty: 5605.458496
	Iteration 87Q: 3 clusters Score -1.150655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11506566.000000 Penalty: 5605.458496
	Iteration 88Q: 3 clusters Score -1.150657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11506571.000000 Penalty: 5605.458496
	Iteration 89Q: 3 clusters Score -1.150657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11506571.000000 Penalty: 5605.458496
	Iteration 90Q: 3 clusters Score -1.150657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11506571.000000 Penalty: 5605.458496
	Iteration 91Q: 3 clusters Score -1.150657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11506570.000000 Penalty: 5605.458496
	Iteration 92Q: 3 clusters Score -1.150657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11506587.000000 Penalty: 5605.458496
	Iteration 93Q: 3 clusters Score -1.150659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11506587.000000 Penalty: 5605.458496
	Iteration 94F: 3 clusters Score -1.150659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -26508.255859 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -26508.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25418.669922 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -25418.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25474.261719 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -25474.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25490.771484 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -25490.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25490.771484 Penalty: 2666.138184
	Iteration 3F: 3 clusters Score -25490.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108373 members 
Entering Unmasked Estep 
Score: -15423732.000000 Penalty: 2875.146973
	Iteration 0F: 2 clusters Score -1.542373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -15352927.000000 Penalty: 5750.293945
	Iteration 0F: 3 clusters Score -1.535293e+07 nChanged 51468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -15382407.000000 Penalty: 5750.293945
	Iteration 1F: 3 clusters Score -1.538241e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -15383347.000000 Penalty: 5750.293945
	Iteration 2Q: 3 clusters Score -1.538335e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -15384428.000000 Penalty: 5750.293945
	Iteration 3Q: 3 clusters Score -1.538443e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -15386468.000000 Penalty: 5750.293945
	Iteration 4Q: 3 clusters Score -1.538647e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -15390562.000000 Penalty: 5750.293945
	Iteration 5F: 3 clusters Score -1.539056e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -15397045.000000 Penalty: 5750.293945
	Iteration 6F: 3 clusters Score -1.539704e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -15405131.000000 Penalty: 5750.293945
	Iteration 7F: 3 clusters Score -1.540513e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -15412366.000000 Penalty: 5750.293945
	Iteration 8F: 3 clusters Score -1.541237e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -15416999.000000 Penalty: 5750.293945
	Iteration 9F: 3 clusters Score -1.5417e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -15419512.000000 Penalty: 5750.293945
	Iteration 10Q: 3 clusters Score -1.541951e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -15420884.000000 Penalty: 5750.293945
	Iteration 11Q: 3 clusters Score -1.542088e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -15421557.000000 Penalty: 5750.293945
	Iteration 12Q: 3 clusters Score -1.542156e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -15422095.000000 Penalty: 5750.293945
	Iteration 13Q: 3 clusters Score -1.54221e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -15422568.000000 Penalty: 5750.293945
	Iteration 14Q: 3 clusters Score -1.542257e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93887 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -15422959.000000 Penalty: 5750.293945
	Iteration 15Q: 3 clusters Score -1.542296e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -15423247.000000 Penalty: 5750.293945
	Iteration 16Q: 3 clusters Score -1.542325e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95364 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -15423472.000000 Penalty: 5750.293945
	Iteration 17Q: 3 clusters Score -1.542347e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -15423672.000000 Penalty: 5750.293945
	Iteration 18Q: 3 clusters Score -1.542367e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -15423815.000000 Penalty: 5750.293945
	Iteration 19Q: 3 clusters Score -1.542382e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -15423922.000000 Penalty: 5750.293945
	Iteration 20F: 3 clusters Score -1.542392e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97386 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -15423996.000000 Penalty: 5750.293945
	Iteration 21Q: 3 clusters Score -1.5424e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97750 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -15424044.000000 Penalty: 5750.293945
	Iteration 22Q: 3 clusters Score -1.542404e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -15424094.000000 Penalty: 5750.293945
	Iteration 23Q: 3 clusters Score -1.542409e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98397 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -15424124.000000 Penalty: 5750.293945
	Iteration 24Q: 3 clusters Score -1.542412e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98698 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -15424158.000000 Penalty: 5750.293945
	Iteration 25Q: 3 clusters Score -1.542416e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98955 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -15424206.000000 Penalty: 5750.293945
	Iteration 26Q: 3 clusters Score -1.542421e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99194 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -15424210.000000 Penalty: 5750.293945
	Iteration 27Q: 3 clusters Score -1.542421e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99446 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -15424184.000000 Penalty: 5750.293945
	Iteration 28Q: 3 clusters Score -1.542418e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99674 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -15424173.000000 Penalty: 5750.293945
	Iteration 29Q: 3 clusters Score -1.542417e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99897 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -15424149.000000 Penalty: 5750.293945
	Iteration 30Q: 3 clusters Score -1.542415e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100084 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -15424163.000000 Penalty: 5750.293945
	Iteration 31Q: 3 clusters Score -1.542416e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -15424135.000000 Penalty: 5750.293945
	Iteration 32Q: 3 clusters Score -1.542414e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100384 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -15424122.000000 Penalty: 5750.293945
	Iteration 33Q: 3 clusters Score -1.542412e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100524 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -15424155.000000 Penalty: 5750.293945
	Iteration 34Q: 3 clusters Score -1.542416e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100655 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -15424129.000000 Penalty: 5750.293945
	Iteration 35Q: 3 clusters Score -1.542413e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -15424109.000000 Penalty: 5750.293945
	Iteration 36Q: 3 clusters Score -1.542411e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -15424072.000000 Penalty: 5750.293945
	Iteration 37Q: 3 clusters Score -1.542407e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101023 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -15424065.000000 Penalty: 5750.293945
	Iteration 38Q: 3 clusters Score -1.542406e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -15424053.000000 Penalty: 5750.293945
	Iteration 39Q: 3 clusters Score -1.542405e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101224 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -15424044.000000 Penalty: 5750.293945
	Iteration 40F: 3 clusters Score -1.542404e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101320 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -15424064.000000 Penalty: 5750.293945
	Iteration 41Q: 3 clusters Score -1.542406e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101401 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -15424092.000000 Penalty: 5750.293945
	Iteration 42Q: 3 clusters Score -1.542409e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -15424083.000000 Penalty: 5750.293945
	Iteration 43Q: 3 clusters Score -1.542408e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101546 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -15424074.000000 Penalty: 5750.293945
	Iteration 44Q: 3 clusters Score -1.542407e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -15424095.000000 Penalty: 5750.293945
	Iteration 45Q: 3 clusters Score -1.54241e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -15424096.000000 Penalty: 5750.293945
	Iteration 46Q: 3 clusters Score -1.54241e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101722 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -15424097.000000 Penalty: 5750.293945
	Iteration 47Q: 3 clusters Score -1.54241e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -15424075.000000 Penalty: 5750.293945
	Iteration 48Q: 3 clusters Score -1.542408e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -15424071.000000 Penalty: 5750.293945
	Iteration 49Q: 3 clusters Score -1.542407e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -15424083.000000 Penalty: 5750.293945
	Iteration 50Q: 3 clusters Score -1.542408e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101966 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -15424071.000000 Penalty: 5750.293945
	Iteration 51Q: 3 clusters Score -1.542407e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102019 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -15424057.000000 Penalty: 5750.293945
	Iteration 52Q: 3 clusters Score -1.542406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -15424063.000000 Penalty: 5750.293945
	Iteration 53Q: 3 clusters Score -1.542406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -15424035.000000 Penalty: 5750.293945
	Iteration 54Q: 3 clusters Score -1.542404e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -15424034.000000 Penalty: 5750.293945
	Iteration 55Q: 3 clusters Score -1.542403e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102183 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -15424034.000000 Penalty: 5750.293945
	Iteration 56Q: 3 clusters Score -1.542403e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102222 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -15424039.000000 Penalty: 5750.293945
	Iteration 57Q: 3 clusters Score -1.542404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102254 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -15424037.000000 Penalty: 5750.293945
	Iteration 58Q: 3 clusters Score -1.542404e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -15424043.000000 Penalty: 5750.293945
	Iteration 59Q: 3 clusters Score -1.542404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102322 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -15424044.000000 Penalty: 5750.293945
	Iteration 60F: 3 clusters Score -1.542404e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102352 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -15424048.000000 Penalty: 5750.293945
	Iteration 61Q: 3 clusters Score -1.542405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -15424035.000000 Penalty: 5750.293945
	Iteration 62Q: 3 clusters Score -1.542404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102392 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -15424030.000000 Penalty: 5750.293945
	Iteration 63Q: 3 clusters Score -1.542403e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -15424029.000000 Penalty: 5750.293945
	Iteration 64Q: 3 clusters Score -1.542403e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102444 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -15424041.000000 Penalty: 5750.293945
	Iteration 65Q: 3 clusters Score -1.542404e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102472 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -15424026.000000 Penalty: 5750.293945
	Iteration 66Q: 3 clusters Score -1.542403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -15424033.000000 Penalty: 5750.293945
	Iteration 67Q: 3 clusters Score -1.542403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102510 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -15424034.000000 Penalty: 5750.293945
	Iteration 68Q: 3 clusters Score -1.542403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102524 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -15424034.000000 Penalty: 5750.293945
	Iteration 69Q: 3 clusters Score -1.542403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102538 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -15424028.000000 Penalty: 5750.293945
	Iteration 70Q: 3 clusters Score -1.542403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -15424036.000000 Penalty: 5750.293945
	Iteration 71Q: 3 clusters Score -1.542404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -15424027.000000 Penalty: 5750.293945
	Iteration 72Q: 3 clusters Score -1.542403e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -15424031.000000 Penalty: 5750.293945
	Iteration 73Q: 3 clusters Score -1.542403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -15424012.000000 Penalty: 5750.293945
	Iteration 74Q: 3 clusters Score -1.542401e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -15424017.000000 Penalty: 5750.293945
	Iteration 75Q: 3 clusters Score -1.542402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -15424009.000000 Penalty: 5750.293945
	Iteration 76Q: 3 clusters Score -1.542401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -15424010.000000 Penalty: 5750.293945
	Iteration 77Q: 3 clusters Score -1.542401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -15424009.000000 Penalty: 5750.293945
	Iteration 78Q: 3 clusters Score -1.542401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102707 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -15424002.000000 Penalty: 5750.293945
	Iteration 79Q: 3 clusters Score -1.5424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -15423997.000000 Penalty: 5750.293945
	Iteration 80F: 3 clusters Score -1.5424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102723 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -15423991.000000 Penalty: 5750.293945
	Iteration 81Q: 3 clusters Score -1.542399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102731 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -15423988.000000 Penalty: 5750.293945
	Iteration 82Q: 3 clusters Score -1.542399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -15424000.000000 Penalty: 5750.293945
	Iteration 83Q: 3 clusters Score -1.5424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -15424006.000000 Penalty: 5750.293945
	Iteration 84Q: 3 clusters Score -1.542401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102757 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -15424019.000000 Penalty: 5750.293945
	Iteration 85Q: 3 clusters Score -1.542402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -15424018.000000 Penalty: 5750.293945
	Iteration 86Q: 3 clusters Score -1.542402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102781 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -15424007.000000 Penalty: 5750.293945
	Iteration 87Q: 3 clusters Score -1.542401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -15423986.000000 Penalty: 5750.293945
	Iteration 88Q: 3 clusters Score -1.542399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -15423982.000000 Penalty: 5750.293945
	Iteration 89Q: 3 clusters Score -1.542398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102824 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -15423972.000000 Penalty: 5750.293945
	Iteration 90Q: 3 clusters Score -1.542397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102833 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -15423975.000000 Penalty: 5750.293945
	Iteration 91Q: 3 clusters Score -1.542398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102842 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -15423974.000000 Penalty: 5750.293945
	Iteration 92Q: 3 clusters Score -1.542397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -15423966.000000 Penalty: 5750.293945
	Iteration 93Q: 3 clusters Score -1.542397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102852 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -15423970.000000 Penalty: 5750.293945
	Iteration 94Q: 3 clusters Score -1.542397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102857 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -15423981.000000 Penalty: 5750.293945
	Iteration 95Q: 3 clusters Score -1.542398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -15423979.000000 Penalty: 5750.293945
	Iteration 96Q: 3 clusters Score -1.542398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -15423968.000000 Penalty: 5750.293945
	Iteration 97Q: 3 clusters Score -1.542397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102868 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -15423981.000000 Penalty: 5750.293945
	Iteration 98Q: 3 clusters Score -1.542398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -15423981.000000 Penalty: 5750.293945
	Iteration 99Q: 3 clusters Score -1.542398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102871 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -15423977.000000 Penalty: 5750.293945
	Iteration 100F: 3 clusters Score -1.542398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 102871 members 
Mstep: Class 4 contains 164762 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 41089 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118999 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36017 members 
Mstep: Class 12 contains 123743 members 
Mstep: Class 13 contains 26376 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38909 members 
Mstep: Class 16 contains 107584 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35203 members 
Mstep: Class 19 contains 156099 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 5502 members 
Entering Unmasked Estep 
Score: -147130240.000000 Penalty: 82566.710938
Splitting cluster 3 changes total score from -147130640.000000 to -147130240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (164762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164762 members 
Entering Unmasked Estep 
Score: -23093264.000000 Penalty: 2979.039795
	Iteration 0F: 2 clusters Score -2.309326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -22989062.000000 Penalty: 5958.079590
	Iteration 0F: 3 clusters Score -2.298906e+07 nChanged 78841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -23034974.000000 Penalty: 5958.079590
	Iteration 1F: 3 clusters Score -2.303497e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 85097 members 
Entering Unmasked Estep 
Score: -23036354.000000 Penalty: 5958.079590
	Iteration 2Q: 3 clusters Score -2.303635e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -23038180.000000 Penalty: 5958.079590
	Iteration 3Q: 3 clusters Score -2.303818e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74176 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -23041348.000000 Penalty: 5958.079590
	Iteration 4Q: 3 clusters Score -2.304135e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -23046540.000000 Penalty: 5958.079590
	Iteration 5F: 3 clusters Score -2.304654e+07 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -23053800.000000 Penalty: 5958.079590
	Iteration 6F: 3 clusters Score -2.30538e+07 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 111325 members 
Entering Unmasked Estep 
Score: -23063992.000000 Penalty: 5958.079590
	Iteration 7F: 3 clusters Score -2.306399e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 119623 members 
Entering Unmasked Estep 
Score: -23075106.000000 Penalty: 5958.079590
	Iteration 8F: 3 clusters Score -2.307511e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 125685 members 
Entering Unmasked Estep 
Score: -23083540.000000 Penalty: 5958.079590
	Iteration 9F: 3 clusters Score -2.308354e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 129636 members 
Entering Unmasked Estep 
Score: -23087210.000000 Penalty: 5958.079590
	Iteration 10Q: 3 clusters Score -2.308721e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -23089068.000000 Penalty: 5958.079590
	Iteration 11Q: 3 clusters Score -2.308907e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 135692 members 
Entering Unmasked Estep 
Score: -23090362.000000 Penalty: 5958.079590
	Iteration 12Q: 3 clusters Score -2.309036e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 138275 members 
Entering Unmasked Estep 
Score: -23091270.000000 Penalty: 5958.079590
	Iteration 13Q: 3 clusters Score -2.309127e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 140735 members 
Entering Unmasked Estep 
Score: -23092136.000000 Penalty: 5958.079590
	Iteration 14Q: 3 clusters Score -2.309214e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 143038 members 
Entering Unmasked Estep 
Score: -23092944.000000 Penalty: 5958.079590
	Iteration 15Q: 3 clusters Score -2.309294e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 145249 members 
Entering Unmasked Estep 
Score: -23093516.000000 Penalty: 5958.079590
	Iteration 16Q: 3 clusters Score -2.309352e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 147298 members 
Entering Unmasked Estep 
Score: -23094030.000000 Penalty: 5958.079590
	Iteration 17Q: 3 clusters Score -2.309403e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 149140 members 
Entering Unmasked Estep 
Score: -23094232.000000 Penalty: 5958.079590
	Iteration 18Q: 3 clusters Score -2.309423e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 150733 members 
Entering Unmasked Estep 
Score: -23094562.000000 Penalty: 5958.079590
	Iteration 19Q: 3 clusters Score -2.309456e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 152106 members 
Entering Unmasked Estep 
Score: -23094554.000000 Penalty: 5958.079590
	Iteration 20F: 3 clusters Score -2.309455e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 153334 members 
Entering Unmasked Estep 
Score: -23094630.000000 Penalty: 5958.079590
	Iteration 21Q: 3 clusters Score -2.309463e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -23094332.000000 Penalty: 5958.079590
	Iteration 22Q: 3 clusters Score -2.309433e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 155163 members 
Entering Unmasked Estep 
Score: -23094250.000000 Penalty: 5958.079590
	Iteration 23Q: 3 clusters Score -2.309425e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 155926 members 
Entering Unmasked Estep 
Score: -23094086.000000 Penalty: 5958.079590
	Iteration 24Q: 3 clusters Score -2.309409e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 156594 members 
Entering Unmasked Estep 
Score: -23093878.000000 Penalty: 5958.079590
	Iteration 25Q: 3 clusters Score -2.309388e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 157151 members 
Entering Unmasked Estep 
Score: -23093798.000000 Penalty: 5958.079590
	Iteration 26Q: 3 clusters Score -2.30938e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 157664 members 
Entering Unmasked Estep 
Score: -23093646.000000 Penalty: 5958.079590
	Iteration 27Q: 3 clusters Score -2.309365e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 158068 members 
Entering Unmasked Estep 
Score: -23093604.000000 Penalty: 5958.079590
	Iteration 28Q: 3 clusters Score -2.30936e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 158427 members 
Entering Unmasked Estep 
Score: -23093524.000000 Penalty: 5958.079590
	Iteration 29Q: 3 clusters Score -2.309352e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 158716 members 
Entering Unmasked Estep 
Score: -23093364.000000 Penalty: 5958.079590
	Iteration 30Q: 3 clusters Score -2.309336e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 158967 members 
Entering Unmasked Estep 
Score: -23093288.000000 Penalty: 5958.079590
	Iteration 31Q: 3 clusters Score -2.309329e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 159193 members 
Entering Unmasked Estep 
Score: -23093268.000000 Penalty: 5958.079590
	Iteration 32Q: 3 clusters Score -2.309327e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 159412 members 
Entering Unmasked Estep 
Score: -23093210.000000 Penalty: 5958.079590
	Iteration 33Q: 3 clusters Score -2.309321e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 159599 members 
Entering Unmasked Estep 
Score: -23093136.000000 Penalty: 5958.079590
	Iteration 34Q: 3 clusters Score -2.309314e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 159774 members 
Entering Unmasked Estep 
Score: -23093130.000000 Penalty: 5958.079590
	Iteration 35Q: 3 clusters Score -2.309313e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 159934 members 
Entering Unmasked Estep 
Score: -23093116.000000 Penalty: 5958.079590
	Iteration 36Q: 3 clusters Score -2.309312e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 160074 members 
Entering Unmasked Estep 
Score: -23093030.000000 Penalty: 5958.079590
	Iteration 37Q: 3 clusters Score -2.309303e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 160196 members 
Entering Unmasked Estep 
Score: -23092964.000000 Penalty: 5958.079590
	Iteration 38Q: 3 clusters Score -2.309296e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 160322 members 
Entering Unmasked Estep 
Score: -23092888.000000 Penalty: 5958.079590
	Iteration 39Q: 3 clusters Score -2.309289e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 160443 members 
Entering Unmasked Estep 
Score: -23092826.000000 Penalty: 5958.079590
	Iteration 40F: 3 clusters Score -2.309283e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 160541 members 
Entering Unmasked Estep 
Score: -23092832.000000 Penalty: 5958.079590
	Iteration 41Q: 3 clusters Score -2.309283e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 160633 members 
Entering Unmasked Estep 
Score: -23092800.000000 Penalty: 5958.079590
	Iteration 42Q: 3 clusters Score -2.30928e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 160711 members 
Entering Unmasked Estep 
Score: -23092780.000000 Penalty: 5958.079590
	Iteration 43Q: 3 clusters Score -2.309278e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 160792 members 
Entering Unmasked Estep 
Score: -23092700.000000 Penalty: 5958.079590
	Iteration 44Q: 3 clusters Score -2.30927e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 160871 members 
Entering Unmasked Estep 
Score: -23092704.000000 Penalty: 5958.079590
	Iteration 45Q: 3 clusters Score -2.30927e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 160947 members 
Entering Unmasked Estep 
Score: -23092696.000000 Penalty: 5958.079590
	Iteration 46Q: 3 clusters Score -2.30927e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 161021 members 
Entering Unmasked Estep 
Score: -23092666.000000 Penalty: 5958.079590
	Iteration 47Q: 3 clusters Score -2.309267e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 161086 members 
Entering Unmasked Estep 
Score: -23092680.000000 Penalty: 5958.079590
	Iteration 48Q: 3 clusters Score -2.309268e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 161145 members 
Entering Unmasked Estep 
Score: -23092622.000000 Penalty: 5958.079590
	Iteration 49Q: 3 clusters Score -2.309262e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -23092600.000000 Penalty: 5958.079590
	Iteration 50Q: 3 clusters Score -2.30926e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 161241 members 
Entering Unmasked Estep 
Score: -23092582.000000 Penalty: 5958.079590
	Iteration 51Q: 3 clusters Score -2.309258e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 161287 members 
Entering Unmasked Estep 
Score: -23092584.000000 Penalty: 5958.079590
	Iteration 52Q: 3 clusters Score -2.309258e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 161333 members 
Entering Unmasked Estep 
Score: -23092572.000000 Penalty: 5958.079590
	Iteration 53Q: 3 clusters Score -2.309257e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 161376 members 
Entering Unmasked Estep 
Score: -23092540.000000 Penalty: 5958.079590
	Iteration 54Q: 3 clusters Score -2.309254e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 161420 members 
Entering Unmasked Estep 
Score: -23092524.000000 Penalty: 5958.079590
	Iteration 55Q: 3 clusters Score -2.309252e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 161456 members 
Entering Unmasked Estep 
Score: -23092514.000000 Penalty: 5958.079590
	Iteration 56Q: 3 clusters Score -2.309251e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 161495 members 
Entering Unmasked Estep 
Score: -23092510.000000 Penalty: 5958.079590
	Iteration 57Q: 3 clusters Score -2.309251e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 161531 members 
Entering Unmasked Estep 
Score: -23092502.000000 Penalty: 5958.079590
	Iteration 58Q: 3 clusters Score -2.30925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 161568 members 
Entering Unmasked Estep 
Score: -23092484.000000 Penalty: 5958.079590
	Iteration 59Q: 3 clusters Score -2.309248e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 161608 members 
Entering Unmasked Estep 
Score: -23092464.000000 Penalty: 5958.079590
	Iteration 60F: 3 clusters Score -2.309246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 161645 members 
Entering Unmasked Estep 
Score: -23092426.000000 Penalty: 5958.079590
	Iteration 61Q: 3 clusters Score -2.309243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 161681 members 
Entering Unmasked Estep 
Score: -23092402.000000 Penalty: 5958.079590
	Iteration 62Q: 3 clusters Score -2.30924e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 161708 members 
Entering Unmasked Estep 
Score: -23092398.000000 Penalty: 5958.079590
	Iteration 63Q: 3 clusters Score -2.30924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 161734 members 
Entering Unmasked Estep 
Score: -23092392.000000 Penalty: 5958.079590
	Iteration 64Q: 3 clusters Score -2.309239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 161762 members 
Entering Unmasked Estep 
Score: -23092404.000000 Penalty: 5958.079590
	Iteration 65Q: 3 clusters Score -2.30924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 161781 members 
Entering Unmasked Estep 
Score: -23092404.000000 Penalty: 5958.079590
	Iteration 66Q: 3 clusters Score -2.30924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 161798 members 
Entering Unmasked Estep 
Score: -23092368.000000 Penalty: 5958.079590
	Iteration 67Q: 3 clusters Score -2.309237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 161811 members 
Entering Unmasked Estep 
Score: -23092354.000000 Penalty: 5958.079590
	Iteration 68Q: 3 clusters Score -2.309235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 161833 members 
Entering Unmasked Estep 
Score: -23092362.000000 Penalty: 5958.079590
	Iteration 69Q: 3 clusters Score -2.309236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 161846 members 
Entering Unmasked Estep 
Score: -23092334.000000 Penalty: 5958.079590
	Iteration 70Q: 3 clusters Score -2.309233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 161862 members 
Entering Unmasked Estep 
Score: -23092344.000000 Penalty: 5958.079590
	Iteration 71Q: 3 clusters Score -2.309234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 161877 members 
Entering Unmasked Estep 
Score: -23092348.000000 Penalty: 5958.079590
	Iteration 72Q: 3 clusters Score -2.309235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 161884 members 
Entering Unmasked Estep 
Score: -23092334.000000 Penalty: 5958.079590
	Iteration 73Q: 3 clusters Score -2.309233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 161889 members 
Entering Unmasked Estep 
Score: -23092322.000000 Penalty: 5958.079590
	Iteration 74Q: 3 clusters Score -2.309232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 161893 members 
Entering Unmasked Estep 
Score: -23092332.000000 Penalty: 5958.079590
	Iteration 75Q: 3 clusters Score -2.309233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 161899 members 
Entering Unmasked Estep 
Score: -23092332.000000 Penalty: 5958.079590
	Iteration 76Q: 3 clusters Score -2.309233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 161901 members 
Entering Unmasked Estep 
Score: -23092336.000000 Penalty: 5958.079590
	Iteration 77Q: 3 clusters Score -2.309234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 161903 members 
Entering Unmasked Estep 
Score: -23092338.000000 Penalty: 5958.079590
	Iteration 78Q: 3 clusters Score -2.309234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 161906 members 
Entering Unmasked Estep 
Score: -23092322.000000 Penalty: 5958.079590
	Iteration 79Q: 3 clusters Score -2.309232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 161909 members 
Entering Unmasked Estep 
Score: -23092322.000000 Penalty: 5958.079590
	Iteration 80F: 3 clusters Score -2.309232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 161911 members 
Entering Unmasked Estep 
Score: -23092338.000000 Penalty: 5958.079590
	Iteration 81Q: 3 clusters Score -2.309234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 161911 members 
Entering Unmasked Estep 
Score: -23092338.000000 Penalty: 5958.079590
	Iteration 82F: 3 clusters Score -2.309234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -746319.375000 Penalty: 2127.368896
	Iteration 0F: 2 clusters Score -746319.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -741665.500000 Penalty: 4254.737793
	Iteration 0F: 3 clusters Score -741665.5 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -743083.250000 Penalty: 4254.737793
	Iteration 1F: 3 clusters Score -743083.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -743566.062500 Penalty: 4254.737793
	Iteration 2F: 3 clusters Score -743566.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -743905.875000 Penalty: 4254.737793
	Iteration 3F: 3 clusters Score -743905.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -744212.875000 Penalty: 4254.737793
	Iteration 4F: 3 clusters Score -744212.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -744556.937500 Penalty: 4254.737793
	Iteration 5F: 3 clusters Score -744556.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -744986.750000 Penalty: 4254.737793
	Iteration 6F: 3 clusters Score -744986.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -745444.750000 Penalty: 4254.737793
	Iteration 7F: 3 clusters Score -745444.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -745856.500000 Penalty: 4254.737793
	Iteration 8F: 3 clusters Score -745856.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -746155.375000 Penalty: 4254.737793
	Iteration 9Q: 3 clusters Score -746155.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -746322.062500 Penalty: 4254.737793
	Iteration 10Q: 3 clusters Score -746322.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -746407.875000 Penalty: 4254.737793
	Iteration 11Q: 3 clusters Score -746407.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -746461.312500 Penalty: 4254.737793
	Iteration 12Q: 3 clusters Score -746461.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -746488.687500 Penalty: 4254.737793
	Iteration 13Q: 3 clusters Score -746488.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -746500.000000 Penalty: 4254.737793
	Iteration 14Q: 3 clusters Score -746500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -746503.937500 Penalty: 4254.737793
	Iteration 15Q: 3 clusters Score -746503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -746505.187500 Penalty: 4254.737793
	Iteration 16Q: 3 clusters Score -746505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -746505.500000 Penalty: 4254.737793
	Iteration 17Q: 3 clusters Score -746505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -746507.750000 Penalty: 4254.737793
	Iteration 18Q: 3 clusters Score -746507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -746509.500000 Penalty: 4254.737793
	Iteration 19Q: 3 clusters Score -746509.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -746513.437500 Penalty: 4254.737793
	Iteration 20F: 3 clusters Score -746513.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -746516.875000 Penalty: 4254.737793
	Iteration 21Q: 3 clusters Score -746516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -746517.562500 Penalty: 4254.737793
	Iteration 22Q: 3 clusters Score -746517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -746517.562500 Penalty: 4254.737793
	Iteration 23F: 3 clusters Score -746517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108373 members 
Mstep: Class 4 contains 164762 members 
Mstep: Class 5 contains 969 members 
Mstep: Class 6 contains 41089 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118999 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36017 members 
Mstep: Class 12 contains 123743 members 
Mstep: Class 13 contains 26376 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38909 members 
Mstep: Class 16 contains 107584 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35203 members 
Mstep: Class 19 contains 156099 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 4345 members 
Entering Unmasked Estep 
Score: -147129744.000000 Penalty: 82566.710938
Splitting cluster 5 changes total score from -147130640.000000 to -147129744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (41089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Entering Unmasked Estep 
Score: -5871022.500000 Penalty: 2634.626953
	Iteration 0F: 2 clusters Score -5871022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -5843292.500000 Penalty: 5269.253906
	Iteration 0F: 3 clusters Score -5843292 nChanged 18850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -5853593.500000 Penalty: 5269.253906
	Iteration 1F: 3 clusters Score -5853594 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -5854035.000000 Penalty: 5269.253906
	Iteration 2Q: 3 clusters Score -5854035 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -5854483.500000 Penalty: 5269.253906
	Iteration 3Q: 3 clusters Score -5854484 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -5854917.500000 Penalty: 5269.253906
	Iteration 4Q: 3 clusters Score -5854918 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -5855395.500000 Penalty: 5269.253906
	Iteration 5Q: 3 clusters Score -5855396 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -5856106.000000 Penalty: 5269.253906
	Iteration 6Q: 3 clusters Score -5856106 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -5857060.500000 Penalty: 5269.253906
	Iteration 7Q: 3 clusters Score -5857060 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -5858418.500000 Penalty: 5269.253906
	Iteration 8F: 3 clusters Score -5858418 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -5860255.500000 Penalty: 5269.253906
	Iteration 9F: 3 clusters Score -5860256 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -5862403.500000 Penalty: 5269.253906
	Iteration 10F: 3 clusters Score -5862404 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -5864211.500000 Penalty: 5269.253906
	Iteration 11F: 3 clusters Score -5864212 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -5865259.000000 Penalty: 5269.253906
	Iteration 12Q: 3 clusters Score -5865259 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -5865794.000000 Penalty: 5269.253906
	Iteration 13Q: 3 clusters Score -5865794 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -5866150.500000 Penalty: 5269.253906
	Iteration 14Q: 3 clusters Score -5866150 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -5866419.000000 Penalty: 5269.253906
	Iteration 15Q: 3 clusters Score -5866419 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -5866665.000000 Penalty: 5269.253906
	Iteration 16Q: 3 clusters Score -5866665 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -5866863.000000 Penalty: 5269.253906
	Iteration 17Q: 3 clusters Score -5866863 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -5867029.500000 Penalty: 5269.253906
	Iteration 18Q: 3 clusters Score -5867030 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -5867229.000000 Penalty: 5269.253906
	Iteration 19Q: 3 clusters Score -5867229 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -5867359.500000 Penalty: 5269.253906
	Iteration 20F: 3 clusters Score -5867360 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -5867498.000000 Penalty: 5269.253906
	Iteration 21Q: 3 clusters Score -5867498 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -5867628.500000 Penalty: 5269.253906
	Iteration 22Q: 3 clusters Score -5867628 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -5867735.500000 Penalty: 5269.253906
	Iteration 23Q: 3 clusters Score -5867736 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -5867832.500000 Penalty: 5269.253906
	Iteration 24Q: 3 clusters Score -5867832 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -5867914.500000 Penalty: 5269.253906
	Iteration 25Q: 3 clusters Score -5867914 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -5867983.000000 Penalty: 5269.253906
	Iteration 26Q: 3 clusters Score -5867983 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5868075.000000 Penalty: 5269.253906
	Iteration 27Q: 3 clusters Score -5868075 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -5868134.000000 Penalty: 5269.253906
	Iteration 28Q: 3 clusters Score -5868134 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -5868202.000000 Penalty: 5269.253906
	Iteration 29Q: 3 clusters Score -5868202 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -5868258.500000 Penalty: 5269.253906
	Iteration 30Q: 3 clusters Score -5868258 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -5868311.500000 Penalty: 5269.253906
	Iteration 31Q: 3 clusters Score -5868312 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -5868358.500000 Penalty: 5269.253906
	Iteration 32Q: 3 clusters Score -5868358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -5868405.000000 Penalty: 5269.253906
	Iteration 33Q: 3 clusters Score -5868405 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -5868431.500000 Penalty: 5269.253906
	Iteration 34Q: 3 clusters Score -5868432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -5868449.500000 Penalty: 5269.253906
	Iteration 35Q: 3 clusters Score -5868450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -5868479.000000 Penalty: 5269.253906
	Iteration 36Q: 3 clusters Score -5868479 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5868500.000000 Penalty: 5269.253906
	Iteration 37Q: 3 clusters Score -5868500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -5868529.000000 Penalty: 5269.253906
	Iteration 38Q: 3 clusters Score -5868529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -5868545.000000 Penalty: 5269.253906
	Iteration 39Q: 3 clusters Score -5868545 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -5868567.500000 Penalty: 5269.253906
	Iteration 40F: 3 clusters Score -5868568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -5868609.000000 Penalty: 5269.253906
	Iteration 41Q: 3 clusters Score -5868609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -5868620.500000 Penalty: 5269.253906
	Iteration 42Q: 3 clusters Score -5868620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -5868641.000000 Penalty: 5269.253906
	Iteration 43Q: 3 clusters Score -5868641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -5868666.000000 Penalty: 5269.253906
	Iteration 44Q: 3 clusters Score -5868666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5868684.000000 Penalty: 5269.253906
	Iteration 45Q: 3 clusters Score -5868684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -5868695.500000 Penalty: 5269.253906
	Iteration 46Q: 3 clusters Score -5868696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -5868709.500000 Penalty: 5269.253906
	Iteration 47Q: 3 clusters Score -5868710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -5868708.500000 Penalty: 5269.253906
	Iteration 48Q: 3 clusters Score -5868708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -5868714.500000 Penalty: 5269.253906
	Iteration 49Q: 3 clusters Score -5868714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -5868726.000000 Penalty: 5269.253906
	Iteration 50Q: 3 clusters Score -5868726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5868726.500000 Penalty: 5269.253906
	Iteration 51Q: 3 clusters Score -5868726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -5868734.000000 Penalty: 5269.253906
	Iteration 52Q: 3 clusters Score -5868734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5868735.500000 Penalty: 5269.253906
	Iteration 53Q: 3 clusters Score -5868736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -5868729.500000 Penalty: 5269.253906
	Iteration 54Q: 3 clusters Score -5868730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -5868736.500000 Penalty: 5269.253906
	Iteration 55Q: 3 clusters Score -5868736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -5868736.500000 Penalty: 5269.253906
	Iteration 56F: 3 clusters Score -5868736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -326760.687500 Penalty: 1926.386475
	Iteration 0F: 2 clusters Score -326760.7 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 1168 members 
Entering Unmasked Estep 
Score: -323907.781250 Penalty: 3852.772949
	Iteration 0F: 3 clusters Score -323907.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -324412.062500 Penalty: 3852.772949
	Iteration 1F: 3 clusters Score -324412.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -324549.718750 Penalty: 3852.772949
	Iteration 2F: 3 clusters Score -324549.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -324630.843750 Penalty: 3852.772949
	Iteration 3Q: 3 clusters Score -324630.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -324682.031250 Penalty: 3852.772949
	Iteration 4Q: 3 clusters Score -324682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -324708.437500 Penalty: 3852.772949
	Iteration 5Q: 3 clusters Score -324708.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -324722.437500 Penalty: 3852.772949
	Iteration 6Q: 3 clusters Score -324722.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -324731.125000 Penalty: 3852.772949
	Iteration 7Q: 3 clusters Score -324731.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -324738.343750 Penalty: 3852.772949
	Iteration 8Q: 3 clusters Score -324738.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -324742.375000 Penalty: 3852.772949
	Iteration 9Q: 3 clusters Score -324742.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -324750.625000 Penalty: 3852.772949
	Iteration 10Q: 3 clusters Score -324750.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -324767.500000 Penalty: 3852.772949
	Iteration 11Q: 3 clusters Score -324767.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -324823.968750 Penalty: 3852.772949
	Iteration 12Q: 3 clusters Score -324824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -324959.843750 Penalty: 3852.772949
	Iteration 13Q: 3 clusters Score -324959.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -325117.562500 Penalty: 3852.772949
	Iteration 14Q: 3 clusters Score -325117.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -325267.968750 Penalty: 3852.772949
	Iteration 15Q: 3 clusters Score -325268 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -325398.937500 Penalty: 3852.772949
	Iteration 16F: 3 clusters Score -325398.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -325532.375000 Penalty: 3852.772949
	Iteration 17Q: 3 clusters Score -325532.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -325641.906250 Penalty: 3852.772949
	Iteration 18Q: 3 clusters Score -325641.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -325733.625000 Penalty: 3852.772949
	Iteration 19Q: 3 clusters Score -325733.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -325840.281250 Penalty: 3852.772949
	Iteration 20F: 3 clusters Score -325840.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -325929.437500 Penalty: 3852.772949
	Iteration 21Q: 3 clusters Score -325929.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -326000.781250 Penalty: 3852.772949
	Iteration 22Q: 3 clusters Score -326000.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -326063.875000 Penalty: 3852.772949
	Iteration 23Q: 3 clusters Score -326063.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -326103.437500 Penalty: 3852.772949
	Iteration 24Q: 3 clusters Score -326103.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -326128.468750 Penalty: 3852.772949
	Iteration 25Q: 3 clusters Score -326128.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -326152.093750 Penalty: 3852.772949
	Iteration 26Q: 3 clusters Score -326152.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -326167.843750 Penalty: 3852.772949
	Iteration 27Q: 3 clusters Score -326167.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -326177.906250 Penalty: 3852.772949
	Iteration 28Q: 3 clusters Score -326177.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -326182.875000 Penalty: 3852.772949
	Iteration 29Q: 3 clusters Score -326182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -326187.656250 Penalty: 3852.772949
	Iteration 30Q: 3 clusters Score -326187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -326189.250000 Penalty: 3852.772949
	Iteration 31Q: 3 clusters Score -326189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -326190.250000 Penalty: 3852.772949
	Iteration 32Q: 3 clusters Score -326190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -326190.250000 Penalty: 3852.772949
	Iteration 33F: 3 clusters Score -326190.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (118999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118999 members 
Entering Unmasked Estep 
Score: -16959270.000000 Penalty: 2898.343994
	Iteration 0F: 2 clusters Score -1.695927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -16880232.000000 Penalty: 5796.687988
	Iteration 0F: 3 clusters Score -1.688023e+07 nChanged 56278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -16912906.000000 Penalty: 5796.687988
	Iteration 1F: 3 clusters Score -1.691291e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 58621 members 
Entering Unmasked Estep 
Score: -16913736.000000 Penalty: 5796.687988
	Iteration 2Q: 3 clusters Score -1.691374e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -16914518.000000 Penalty: 5796.687988
	Iteration 3Q: 3 clusters Score -1.691452e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -16915320.000000 Penalty: 5796.687988
	Iteration 4Q: 3 clusters Score -1.691532e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -16916436.000000 Penalty: 5796.687988
	Iteration 5Q: 3 clusters Score -1.691644e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -16918214.000000 Penalty: 5796.687988
	Iteration 6Q: 3 clusters Score -1.691821e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -16920864.000000 Penalty: 5796.687988
	Iteration 7Q: 3 clusters Score -1.692086e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -16925074.000000 Penalty: 5796.687988
	Iteration 8F: 3 clusters Score -1.692507e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -16930994.000000 Penalty: 5796.687988
	Iteration 9F: 3 clusters Score -1.693099e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -16937856.000000 Penalty: 5796.687988
	Iteration 10F: 3 clusters Score -1.693786e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96884 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -16943852.000000 Penalty: 5796.687988
	Iteration 11F: 3 clusters Score -1.694385e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -16947762.000000 Penalty: 5796.687988
	Iteration 12Q: 3 clusters Score -1.694776e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104124 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -16950266.000000 Penalty: 5796.687988
	Iteration 13Q: 3 clusters Score -1.695027e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106468 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -16951974.000000 Penalty: 5796.687988
	Iteration 14Q: 3 clusters Score -1.695197e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108289 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -16953180.000000 Penalty: 5796.687988
	Iteration 15Q: 3 clusters Score -1.695318e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109726 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -16954070.000000 Penalty: 5796.687988
	Iteration 16Q: 3 clusters Score -1.695407e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110816 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -16954680.000000 Penalty: 5796.687988
	Iteration 17Q: 3 clusters Score -1.695468e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111688 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -16955130.000000 Penalty: 5796.687988
	Iteration 18Q: 3 clusters Score -1.695513e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112497 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -16955572.000000 Penalty: 5796.687988
	Iteration 19Q: 3 clusters Score -1.695557e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113185 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -16955850.000000 Penalty: 5796.687988
	Iteration 20F: 3 clusters Score -1.695585e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113726 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -16956058.000000 Penalty: 5796.687988
	Iteration 21Q: 3 clusters Score -1.695606e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114162 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -16956196.000000 Penalty: 5796.687988
	Iteration 22Q: 3 clusters Score -1.69562e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -16956294.000000 Penalty: 5796.687988
	Iteration 23Q: 3 clusters Score -1.695629e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114780 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -16956370.000000 Penalty: 5796.687988
	Iteration 24Q: 3 clusters Score -1.695637e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115008 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -16956442.000000 Penalty: 5796.687988
	Iteration 25Q: 3 clusters Score -1.695644e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115201 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -16956488.000000 Penalty: 5796.687988
	Iteration 26Q: 3 clusters Score -1.695649e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115370 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -16956518.000000 Penalty: 5796.687988
	Iteration 27Q: 3 clusters Score -1.695652e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115504 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -16956540.000000 Penalty: 5796.687988
	Iteration 28Q: 3 clusters Score -1.695654e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -16956530.000000 Penalty: 5796.687988
	Iteration 29Q: 3 clusters Score -1.695653e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -16956558.000000 Penalty: 5796.687988
	Iteration 30Q: 3 clusters Score -1.695656e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115824 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -16956570.000000 Penalty: 5796.687988
	Iteration 31Q: 3 clusters Score -1.695657e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115916 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -16956600.000000 Penalty: 5796.687988
	Iteration 32Q: 3 clusters Score -1.69566e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -16956614.000000 Penalty: 5796.687988
	Iteration 33Q: 3 clusters Score -1.695661e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116098 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -16956634.000000 Penalty: 5796.687988
	Iteration 34Q: 3 clusters Score -1.695663e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -16956650.000000 Penalty: 5796.687988
	Iteration 35Q: 3 clusters Score -1.695665e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116247 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -16956656.000000 Penalty: 5796.687988
	Iteration 36Q: 3 clusters Score -1.695666e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116311 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -16956634.000000 Penalty: 5796.687988
	Iteration 37Q: 3 clusters Score -1.695663e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116380 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -16956678.000000 Penalty: 5796.687988
	Iteration 38Q: 3 clusters Score -1.695668e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116436 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -16956686.000000 Penalty: 5796.687988
	Iteration 39Q: 3 clusters Score -1.695669e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116484 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -16956692.000000 Penalty: 5796.687988
	Iteration 40F: 3 clusters Score -1.695669e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -16956720.000000 Penalty: 5796.687988
	Iteration 41Q: 3 clusters Score -1.695672e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116588 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -16956730.000000 Penalty: 5796.687988
	Iteration 42Q: 3 clusters Score -1.695673e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116635 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -16956728.000000 Penalty: 5796.687988
	Iteration 43Q: 3 clusters Score -1.695673e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116669 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -16956702.000000 Penalty: 5796.687988
	Iteration 44Q: 3 clusters Score -1.69567e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116709 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -16956720.000000 Penalty: 5796.687988
	Iteration 45Q: 3 clusters Score -1.695672e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116744 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -16956742.000000 Penalty: 5796.687988
	Iteration 46Q: 3 clusters Score -1.695674e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116789 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -16956740.000000 Penalty: 5796.687988
	Iteration 47Q: 3 clusters Score -1.695674e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116827 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -16956724.000000 Penalty: 5796.687988
	Iteration 48Q: 3 clusters Score -1.695672e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116862 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -16956748.000000 Penalty: 5796.687988
	Iteration 49Q: 3 clusters Score -1.695675e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116900 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -16956758.000000 Penalty: 5796.687988
	Iteration 50Q: 3 clusters Score -1.695676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116922 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -16956758.000000 Penalty: 5796.687988
	Iteration 51Q: 3 clusters Score -1.695676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116946 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -16956772.000000 Penalty: 5796.687988
	Iteration 52Q: 3 clusters Score -1.695677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116963 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -16956776.000000 Penalty: 5796.687988
	Iteration 53Q: 3 clusters Score -1.695678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116978 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -16956774.000000 Penalty: 5796.687988
	Iteration 54Q: 3 clusters Score -1.695677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116994 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -16956778.000000 Penalty: 5796.687988
	Iteration 55Q: 3 clusters Score -1.695678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117010 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -16956790.000000 Penalty: 5796.687988
	Iteration 56Q: 3 clusters Score -1.695679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117022 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -16956798.000000 Penalty: 5796.687988
	Iteration 57Q: 3 clusters Score -1.69568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117032 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -16956808.000000 Penalty: 5796.687988
	Iteration 58Q: 3 clusters Score -1.695681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117045 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -16956830.000000 Penalty: 5796.687988
	Iteration 59Q: 3 clusters Score -1.695683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117054 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -16956830.000000 Penalty: 5796.687988
	Iteration 60F: 3 clusters Score -1.695683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117061 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -16956824.000000 Penalty: 5796.687988
	Iteration 61Q: 3 clusters Score -1.695682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117066 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -16956822.000000 Penalty: 5796.687988
	Iteration 62Q: 3 clusters Score -1.695682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -16956802.000000 Penalty: 5796.687988
	Iteration 63Q: 3 clusters Score -1.69568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117080 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -16956802.000000 Penalty: 5796.687988
	Iteration 64Q: 3 clusters Score -1.69568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117084 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -16956808.000000 Penalty: 5796.687988
	Iteration 65Q: 3 clusters Score -1.695681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117092 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -16956820.000000 Penalty: 5796.687988
	Iteration 66Q: 3 clusters Score -1.695682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -16956846.000000 Penalty: 5796.687988
	Iteration 67Q: 3 clusters Score -1.695685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117114 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -16956828.000000 Penalty: 5796.687988
	Iteration 68Q: 3 clusters Score -1.695683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -16956818.000000 Penalty: 5796.687988
	Iteration 69Q: 3 clusters Score -1.695682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117121 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -16956824.000000 Penalty: 5796.687988
	Iteration 70Q: 3 clusters Score -1.695682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117126 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -16956828.000000 Penalty: 5796.687988
	Iteration 71Q: 3 clusters Score -1.695683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117128 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -16956834.000000 Penalty: 5796.687988
	Iteration 72Q: 3 clusters Score -1.695683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117129 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -16956828.000000 Penalty: 5796.687988
	Iteration 73Q: 3 clusters Score -1.695683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117130 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -16956826.000000 Penalty: 5796.687988
	Iteration 74Q: 3 clusters Score -1.695683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -16956834.000000 Penalty: 5796.687988
	Iteration 75Q: 3 clusters Score -1.695683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117135 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -16956836.000000 Penalty: 5796.687988
	Iteration 76Q: 3 clusters Score -1.695684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117137 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -16956836.000000 Penalty: 5796.687988
	Iteration 77Q: 3 clusters Score -1.695684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117138 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -16956824.000000 Penalty: 5796.687988
	Iteration 78Q: 3 clusters Score -1.695682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117139 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -16956832.000000 Penalty: 5796.687988
	Iteration 79Q: 3 clusters Score -1.695683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117139 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -16956832.000000 Penalty: 5796.687988
	Iteration 80F: 3 clusters Score -1.695683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -74522.226562 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -74522.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72958.937500 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -72958.94 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73232.578125 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -73232.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73319.968750 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -73319.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73385.507812 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -73385.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73453.078125 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -73453.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73528.414062 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -73528.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -73635.390625 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -73635.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73761.828125 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -73761.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73892.367188 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -73892.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74113.375000 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -74113.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -74452.203125 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -74452.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -74674.570312 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -74674.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -74721.117188 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -74721.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74778.679688 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -74778.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -74822.242188 Penalty: 3169.559326
	Iteration 14Q: 3 clusters Score -74822.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74875.265625 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -74875.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75008.968750 Penalty: 3169.559326
	Iteration 16Q: 3 clusters Score -75008.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -75275.851562 Penalty: 3169.559326
	Iteration 17Q: 3 clusters Score -75275.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -75275.851562 Penalty: 3169.559326
	Iteration 18F: 3 clusters Score -75275.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108373 members 
Mstep: Class 4 contains 164762 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 41089 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118999 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36017 members 
Mstep: Class 12 contains 123743 members 
Mstep: Class 13 contains 26376 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38909 members 
Mstep: Class 16 contains 107584 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35203 members 
Mstep: Class 19 contains 156099 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 216 members 
Entering Unmasked Estep 
Score: -147129600.000000 Penalty: 82566.710938
Splitting cluster 9 changes total score from -147130640.000000 to -147129600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -154846.546875 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -154846.5 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 558 members 
Entering Unmasked Estep 
Score: -152822.718750 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -152822.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153109.031250 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -153109 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153207.968750 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -153208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -153258.000000 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -153258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153287.656250 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -153287.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -153312.640625 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -153312.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153331.156250 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -153331.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153346.656250 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -153346.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -153373.984375 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -153374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -153398.765625 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -153398.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -153428.906250 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -153428.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -153465.546875 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -153465.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -153484.250000 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -153484.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -153496.421875 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -153496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -153504.187500 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -153504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -153513.171875 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -153513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -153516.953125 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -153517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -153520.343750 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -153520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -153521.578125 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -153521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -153523.312500 Penalty: 3478.902100
	Iteration 19Q: 3 clusters Score -153523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -153524.578125 Penalty: 3478.902100
	Iteration 20F: 3 clusters Score -153524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -153524.921875 Penalty: 3478.902100
	Iteration 21Q: 3 clusters Score -153524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -153524.921875 Penalty: 3478.902100
	Iteration 22F: 3 clusters Score -153524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Entering Unmasked Estep 
Score: -5148737.500000 Penalty: 2601.952881
	Iteration 0F: 2 clusters Score -5148738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -5124316.000000 Penalty: 5203.905762
	Iteration 0F: 3 clusters Score -5124316 nChanged 16360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -5133166.500000 Penalty: 5203.905762
	Iteration 1F: 3 clusters Score -5133166 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -5133571.000000 Penalty: 5203.905762
	Iteration 2Q: 3 clusters Score -5133571 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -5133974.500000 Penalty: 5203.905762
	Iteration 3Q: 3 clusters Score -5133974 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -5134335.000000 Penalty: 5203.905762
	Iteration 4Q: 3 clusters Score -5134335 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -5134732.000000 Penalty: 5203.905762
	Iteration 5Q: 3 clusters Score -5134732 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -5135257.500000 Penalty: 5203.905762
	Iteration 6Q: 3 clusters Score -5135258 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -5135992.000000 Penalty: 5203.905762
	Iteration 7Q: 3 clusters Score -5135992 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -5137297.000000 Penalty: 5203.905762
	Iteration 8F: 3 clusters Score -5137297 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -5139261.000000 Penalty: 5203.905762
	Iteration 9F: 3 clusters Score -5139261 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -5141488.000000 Penalty: 5203.905762
	Iteration 10F: 3 clusters Score -5141488 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -5143537.500000 Penalty: 5203.905762
	Iteration 11F: 3 clusters Score -5143538 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -5144952.500000 Penalty: 5203.905762
	Iteration 12Q: 3 clusters Score -5144952 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -5145745.000000 Penalty: 5203.905762
	Iteration 13Q: 3 clusters Score -5145745 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -5146097.000000 Penalty: 5203.905762
	Iteration 14Q: 3 clusters Score -5146097 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -5146247.000000 Penalty: 5203.905762
	Iteration 15Q: 3 clusters Score -5146247 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -5146348.000000 Penalty: 5203.905762
	Iteration 16Q: 3 clusters Score -5146348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -5146420.000000 Penalty: 5203.905762
	Iteration 17Q: 3 clusters Score -5146420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -5146455.000000 Penalty: 5203.905762
	Iteration 18Q: 3 clusters Score -5146455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -5146492.500000 Penalty: 5203.905762
	Iteration 19Q: 3 clusters Score -5146492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -5146506.000000 Penalty: 5203.905762
	Iteration 20F: 3 clusters Score -5146506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -5146515.000000 Penalty: 5203.905762
	Iteration 21Q: 3 clusters Score -5146515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -5146528.000000 Penalty: 5203.905762
	Iteration 22Q: 3 clusters Score -5146528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -5146533.500000 Penalty: 5203.905762
	Iteration 23Q: 3 clusters Score -5146534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -5146541.500000 Penalty: 5203.905762
	Iteration 24Q: 3 clusters Score -5146542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -5146544.000000 Penalty: 5203.905762
	Iteration 25Q: 3 clusters Score -5146544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -5146543.500000 Penalty: 5203.905762
	Iteration 26Q: 3 clusters Score -5146544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -5146542.000000 Penalty: 5203.905762
	Iteration 27Q: 3 clusters Score -5146542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -5146539.500000 Penalty: 5203.905762
	Iteration 28Q: 3 clusters Score -5146540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -5146550.500000 Penalty: 5203.905762
	Iteration 29Q: 3 clusters Score -5146550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -5146557.000000 Penalty: 5203.905762
	Iteration 30Q: 3 clusters Score -5146557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -5146549.500000 Penalty: 5203.905762
	Iteration 31Q: 3 clusters Score -5146550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -5146552.000000 Penalty: 5203.905762
	Iteration 32Q: 3 clusters Score -5146552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -5146554.000000 Penalty: 5203.905762
	Iteration 33Q: 3 clusters Score -5146554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -5146554.000000 Penalty: 5203.905762
	Iteration 34F: 3 clusters Score -5146554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (123743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123743 members 
Entering Unmasked Estep 
Score: -17561318.000000 Penalty: 2908.038574
	Iteration 0F: 2 clusters Score -1.756132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -17480224.000000 Penalty: 5816.077148
	Iteration 0F: 3 clusters Score -1.748022e+07 nChanged 58745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -17514166.000000 Penalty: 5816.077148
	Iteration 1F: 3 clusters Score -1.751417e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -17515126.000000 Penalty: 5816.077148
	Iteration 2Q: 3 clusters Score -1.751513e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -17516500.000000 Penalty: 5816.077148
	Iteration 3Q: 3 clusters Score -1.75165e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -17518670.000000 Penalty: 5816.077148
	Iteration 4Q: 3 clusters Score -1.751867e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -17522476.000000 Penalty: 5816.077148
	Iteration 5F: 3 clusters Score -1.752248e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -17528820.000000 Penalty: 5816.077148
	Iteration 6F: 3 clusters Score -1.752882e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -17537614.000000 Penalty: 5816.077148
	Iteration 7F: 3 clusters Score -1.753761e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -17546610.000000 Penalty: 5816.077148
	Iteration 8F: 3 clusters Score -1.754661e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -17553378.000000 Penalty: 5816.077148
	Iteration 9F: 3 clusters Score -1.755338e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120857 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -17556804.000000 Penalty: 5816.077148
	Iteration 10Q: 3 clusters Score -1.75568e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122193 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -17558154.000000 Penalty: 5816.077148
	Iteration 11Q: 3 clusters Score -1.755815e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122692 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -17558594.000000 Penalty: 5816.077148
	Iteration 12Q: 3 clusters Score -1.755859e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122874 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -17558764.000000 Penalty: 5816.077148
	Iteration 13Q: 3 clusters Score -1.755876e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122946 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -17558864.000000 Penalty: 5816.077148
	Iteration 14Q: 3 clusters Score -1.755886e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122991 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -17558942.000000 Penalty: 5816.077148
	Iteration 15Q: 3 clusters Score -1.755894e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123006 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -17559000.000000 Penalty: 5816.077148
	Iteration 16Q: 3 clusters Score -1.7559e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123018 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -17559026.000000 Penalty: 5816.077148
	Iteration 17Q: 3 clusters Score -1.755903e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123025 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -17559042.000000 Penalty: 5816.077148
	Iteration 18Q: 3 clusters Score -1.755904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123031 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -17559084.000000 Penalty: 5816.077148
	Iteration 19Q: 3 clusters Score -1.755908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123028 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -17559098.000000 Penalty: 5816.077148
	Iteration 20F: 3 clusters Score -1.75591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123024 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -17559130.000000 Penalty: 5816.077148
	Iteration 21Q: 3 clusters Score -1.755913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123017 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17559132.000000 Penalty: 5816.077148
	Iteration 22Q: 3 clusters Score -1.755913e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123020 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17559144.000000 Penalty: 5816.077148
	Iteration 23Q: 3 clusters Score -1.755914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123021 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -17559154.000000 Penalty: 5816.077148
	Iteration 24Q: 3 clusters Score -1.755915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123029 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -17559156.000000 Penalty: 5816.077148
	Iteration 25Q: 3 clusters Score -1.755916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123029 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -17559168.000000 Penalty: 5816.077148
	Iteration 26Q: 3 clusters Score -1.755917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123035 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -17559156.000000 Penalty: 5816.077148
	Iteration 27Q: 3 clusters Score -1.755916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123040 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -17559170.000000 Penalty: 5816.077148
	Iteration 28Q: 3 clusters Score -1.755917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123041 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -17559178.000000 Penalty: 5816.077148
	Iteration 29Q: 3 clusters Score -1.755918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123036 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -17559186.000000 Penalty: 5816.077148
	Iteration 30Q: 3 clusters Score -1.755919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123028 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -17559194.000000 Penalty: 5816.077148
	Iteration 31Q: 3 clusters Score -1.755919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123024 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -17559204.000000 Penalty: 5816.077148
	Iteration 32Q: 3 clusters Score -1.75592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123020 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17559200.000000 Penalty: 5816.077148
	Iteration 33Q: 3 clusters Score -1.75592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123015 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17559198.000000 Penalty: 5816.077148
	Iteration 34Q: 3 clusters Score -1.75592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123013 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17559200.000000 Penalty: 5816.077148
	Iteration 35Q: 3 clusters Score -1.75592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123015 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17559210.000000 Penalty: 5816.077148
	Iteration 36Q: 3 clusters Score -1.755921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123016 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -17559206.000000 Penalty: 5816.077148
	Iteration 37Q: 3 clusters Score -1.755921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123016 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -17559206.000000 Penalty: 5816.077148
	Iteration 38F: 3 clusters Score -1.755921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Entering Unmasked Estep 
Score: -3755912.750000 Penalty: 2524.692139
	Iteration 0F: 2 clusters Score -3755913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3737665.250000 Penalty: 5049.384277
	Iteration 0F: 3 clusters Score -3737665 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3743924.250000 Penalty: 5049.384277
	Iteration 1F: 3 clusters Score -3743924 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3744352.250000 Penalty: 5049.384277
	Iteration 2Q: 3 clusters Score -3744352 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3744795.750000 Penalty: 5049.384277
	Iteration 3Q: 3 clusters Score -3744796 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3745236.500000 Penalty: 5049.384277
	Iteration 4Q: 3 clusters Score -3745236 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3745669.750000 Penalty: 5049.384277
	Iteration 5Q: 3 clusters Score -3745670 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3746082.750000 Penalty: 5049.384277
	Iteration 6Q: 3 clusters Score -3746083 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3746496.500000 Penalty: 5049.384277
	Iteration 7Q: 3 clusters Score -3746496 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3746889.250000 Penalty: 5049.384277
	Iteration 8Q: 3 clusters Score -3746889 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3747333.500000 Penalty: 5049.384277
	Iteration 9Q: 3 clusters Score -3747334 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3747800.750000 Penalty: 5049.384277
	Iteration 10Q: 3 clusters Score -3747801 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3748390.750000 Penalty: 5049.384277
	Iteration 11Q: 3 clusters Score -3748391 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3749043.500000 Penalty: 5049.384277
	Iteration 12Q: 3 clusters Score -3749044 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3749688.500000 Penalty: 5049.384277
	Iteration 13Q: 3 clusters Score -3749688 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3750279.250000 Penalty: 5049.384277
	Iteration 14Q: 3 clusters Score -3750279 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3750645.250000 Penalty: 5049.384277
	Iteration 15Q: 3 clusters Score -3750645 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3750848.000000 Penalty: 5049.384277
	Iteration 16Q: 3 clusters Score -3750848 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3750972.750000 Penalty: 5049.384277
	Iteration 17Q: 3 clusters Score -3750973 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3751047.000000 Penalty: 5049.384277
	Iteration 18Q: 3 clusters Score -3751047 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3751109.750000 Penalty: 5049.384277
	Iteration 19Q: 3 clusters Score -3751110 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3751153.000000 Penalty: 5049.384277
	Iteration 20F: 3 clusters Score -3751153 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3751180.750000 Penalty: 5049.384277
	Iteration 21Q: 3 clusters Score -3751181 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3751205.750000 Penalty: 5049.384277
	Iteration 22Q: 3 clusters Score -3751206 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3751246.000000 Penalty: 5049.384277
	Iteration 23Q: 3 clusters Score -3751246 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3751270 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -3751300.500000 Penalty: 5049.384277
	Iteration 25Q: 3 clusters Score -3751300 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3751336 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3751363 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3751394 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3751432.250000 Penalty: 5049.384277
	Iteration 29Q: 3 clusters Score -3751432 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3751463 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3751499.250000 Penalty: 5049.384277
	Iteration 31Q: 3 clusters Score -3751499 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3751513.750000 Penalty: 5049.384277
	Iteration 32Q: 3 clusters Score -3751514 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3751548 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3751558 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3751589.250000 Penalty: 5049.384277
	Iteration 35Q: 3 clusters Score -3751589 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3751596.250000 Penalty: 5049.384277
	Iteration 36Q: 3 clusters Score -3751596 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3751626.500000 Penalty: 5049.384277
	Iteration 37Q: 3 clusters Score -3751626 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3751649 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3751688.500000 Penalty: 5049.384277
	Iteration 39Q: 3 clusters Score -3751688 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3751695.000000 Penalty: 5049.384277
	Iteration 40F: 3 clusters Score -3751695 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -3751709.250000 Penalty: 5049.384277
	Iteration 41Q: 3 clusters Score -3751709 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3751727 nChanged 104
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Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3751754.500000 Penalty: 5049.384277
	Iteration 43Q: 3 clusters Score -3751754 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3751773 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3751784 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3751809.000000 Penalty: 5049.384277
	Iteration 46Q: 3 clusters Score -3751809 nChanged 106
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Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3751823.500000 Penalty: 5049.384277
	Iteration 47Q: 3 clusters Score -3751824 nChanged 114
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Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3751834 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3751856 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3751869.250000 Penalty: 5049.384277
	Iteration 50Q: 3 clusters Score -3751869 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3751893.000000 Penalty: 5049.384277
	Iteration 51Q: 3 clusters Score -3751893 nChanged 137
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Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3751912 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3751932.000000 Penalty: 5049.384277
	Iteration 53Q: 3 clusters Score -3751932 nChanged 125
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Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3751954.500000 Penalty: 5049.384277
	Iteration 54Q: 3 clusters Score -3751954 nChanged 134
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Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3751971.750000 Penalty: 5049.384277
	Iteration 55Q: 3 clusters Score -3751972 nChanged 114
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Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3751996.500000 Penalty: 5049.384277
	Iteration 56Q: 3 clusters Score -3751996 nChanged 118
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Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3752012.000000 Penalty: 5049.384277
	Iteration 57Q: 3 clusters Score -3752012 nChanged 126
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Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3752025.750000 Penalty: 5049.384277
	Iteration 58Q: 3 clusters Score -3752026 nChanged 137
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Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3752035 nChanged 127
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Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3752057 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3752080 nChanged 130
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Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3752106 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3752118 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3752135 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3752141.500000 Penalty: 5049.384277
	Iteration 65Q: 3 clusters Score -3752142 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3752151.750000 Penalty: 5049.384277
	Iteration 66Q: 3 clusters Score -3752152 nChanged 118
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Mstep: Class 1 contains 10738 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3752166 nChanged 113
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Mstep: Class 1 contains 10633 members 
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	Iteration 68Q: 3 clusters Score -3752192 nChanged 127
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Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3752211 nChanged 129
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Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3752228 nChanged 130
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Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3752243 nChanged 114
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Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3752255.000000 Penalty: 5049.384277
	Iteration 72Q: 3 clusters Score -3752255 nChanged 111
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Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3752284 nChanged 130
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Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3752304 nChanged 116
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Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 16582 members 
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	Iteration 75Q: 3 clusters Score -3752314 nChanged 123
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Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3752332 nChanged 131
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Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 16824 members 
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	Iteration 77Q: 3 clusters Score -3752361 nChanged 125
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Mstep: Class 1 contains 9427 members 
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	Iteration 78Q: 3 clusters Score -3752378 nChanged 117
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Mstep: Class 1 contains 9310 members 
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	Iteration 79Q: 3 clusters Score -3752384 nChanged 117
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Mstep: Class 1 contains 9193 members 
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Entering Unmasked Estep 
Score: -3752405.750000 Penalty: 5049.384277
	Iteration 80F: 3 clusters Score -3752406 nChanged 110
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Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3752432 nChanged 104
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Mstep: Class 1 contains 8983 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3752449 nChanged 98
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Mstep: Class 1 contains 8885 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3752447 nChanged 95
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Mstep: Class 1 contains 8792 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3752462 nChanged 115
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Mstep: Class 1 contains 8679 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3752504 nChanged 102
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Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3752511 nChanged 102
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Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3752520 nChanged 99
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Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -3752540.750000 Penalty: 5049.384277
	Iteration 89Q: 3 clusters Score -3752541 nChanged 107
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Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3752551.250000 Penalty: 5049.384277
	Iteration 90Q: 3 clusters Score -3752551 nChanged 106
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Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3752568 nChanged 104
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Mstep: Class 1 contains 7961 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3752592 nChanged 90
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Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3752605.000000 Penalty: 5049.384277
	Iteration 93Q: 3 clusters Score -3752605 nChanged 92
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Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3752628.750000 Penalty: 5049.384277
	Iteration 94Q: 3 clusters Score -3752629 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3752649.000000 Penalty: 5049.384277
	Iteration 95Q: 3 clusters Score -3752649 nChanged 107
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Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3752652 nChanged 96
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Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3752651 nChanged 93
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Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3752678 nChanged 102
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Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3752694 nChanged 113
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Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -3752713.750000 Penalty: 5049.384277
	Iteration 100F: 3 clusters Score -3752714 nChanged 116
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Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3752733 nChanged 108
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Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3752748 nChanged 115
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Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3752783 nChanged 120
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Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3752808 nChanged 119
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Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3752838.500000 Penalty: 5049.384277
	Iteration 105Q: 3 clusters Score -3752838 nChanged 141
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Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3752857 nChanged 140
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Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3752882 nChanged 148
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Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3752914.000000 Penalty: 5049.384277
	Iteration 108Q: 3 clusters Score -3752914 nChanged 155
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Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3752946 nChanged 164
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3752984 nChanged 162
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Mstep: Class 1 contains 5688 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3753015 nChanged 172
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3753042 nChanged 175
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Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3753079 nChanged 184
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Mstep: Class 1 contains 5161 members 
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Entering Unmasked Estep 
Score: -3753133.000000 Penalty: 5049.384277
	Iteration 114Q: 3 clusters Score -3753133 nChanged 192
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Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3753189 nChanged 196
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Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3753249.250000 Penalty: 5049.384277
	Iteration 116Q: 3 clusters Score -3753249 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3753313.000000 Penalty: 5049.384277
	Iteration 117Q: 3 clusters Score -3753313 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3753368.750000 Penalty: 5049.384277
	Iteration 118Q: 3 clusters Score -3753369 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3753426.750000 Penalty: 5049.384277
	Iteration 119Q: 3 clusters Score -3753427 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3753498.500000 Penalty: 5049.384277
	Iteration 120F: 3 clusters Score -3753498 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3753564.750000 Penalty: 5049.384277
	Iteration 121Q: 3 clusters Score -3753565 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3753622.500000 Penalty: 5049.384277
	Iteration 122Q: 3 clusters Score -3753622 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3753684.750000 Penalty: 5049.384277
	Iteration 123Q: 3 clusters Score -3753685 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3753759.750000 Penalty: 5049.384277
	Iteration 124Q: 3 clusters Score -3753760 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3753805.250000 Penalty: 5049.384277
	Iteration 125Q: 3 clusters Score -3753805 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3753836.000000 Penalty: 5049.384277
	Iteration 126Q: 3 clusters Score -3753836 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3753881.750000 Penalty: 5049.384277
	Iteration 127Q: 3 clusters Score -3753882 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3753925.750000 Penalty: 5049.384277
	Iteration 128Q: 3 clusters Score -3753926 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3753962.500000 Penalty: 5049.384277
	Iteration 129Q: 3 clusters Score -3753962 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3754002.500000 Penalty: 5049.384277
	Iteration 130Q: 3 clusters Score -3754002 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -3754066.750000 Penalty: 5049.384277
	Iteration 131Q: 3 clusters Score -3754067 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3754095.250000 Penalty: 5049.384277
	Iteration 132Q: 3 clusters Score -3754095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3754128.750000 Penalty: 5049.384277
	Iteration 133Q: 3 clusters Score -3754129 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3754147.000000 Penalty: 5049.384277
	Iteration 134Q: 3 clusters Score -3754147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3754171.500000 Penalty: 5049.384277
	Iteration 135Q: 3 clusters Score -3754172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3754201.000000 Penalty: 5049.384277
	Iteration 136Q: 3 clusters Score -3754201 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3754227.750000 Penalty: 5049.384277
	Iteration 137Q: 3 clusters Score -3754228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3754240.250000 Penalty: 5049.384277
	Iteration 138Q: 3 clusters Score -3754240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3754249.000000 Penalty: 5049.384277
	Iteration 139Q: 3 clusters Score -3754249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3754256.500000 Penalty: 5049.384277
	Iteration 140F: 3 clusters Score -3754256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3754265.250000 Penalty: 5049.384277
	Iteration 141Q: 3 clusters Score -3754265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3754271.000000 Penalty: 5049.384277
	Iteration 142Q: 3 clusters Score -3754271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3754281.500000 Penalty: 5049.384277
	Iteration 143Q: 3 clusters Score -3754282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3754284.750000 Penalty: 5049.384277
	Iteration 144Q: 3 clusters Score -3754285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3754289.500000 Penalty: 5049.384277
	Iteration 145Q: 3 clusters Score -3754290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3754306.000000 Penalty: 5049.384277
	Iteration 146Q: 3 clusters Score -3754306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3754310.750000 Penalty: 5049.384277
	Iteration 147Q: 3 clusters Score -3754311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3754310.500000 Penalty: 5049.384277
	Iteration 148Q: 3 clusters Score -3754310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3754308.500000 Penalty: 5049.384277
	Iteration 149Q: 3 clusters Score -3754308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3754311.250000 Penalty: 5049.384277
	Iteration 150Q: 3 clusters Score -3754311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3754320.000000 Penalty: 5049.384277
	Iteration 151Q: 3 clusters Score -3754320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3754326.250000 Penalty: 5049.384277
	Iteration 152Q: 3 clusters Score -3754326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3754326.750000 Penalty: 5049.384277
	Iteration 153Q: 3 clusters Score -3754327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3754327.250000 Penalty: 5049.384277
	Iteration 154Q: 3 clusters Score -3754327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3754328.000000 Penalty: 5049.384277
	Iteration 155Q: 3 clusters Score -3754328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3754329.000000 Penalty: 5049.384277
	Iteration 156Q: 3 clusters Score -3754329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3754329.250000 Penalty: 5049.384277
	Iteration 157Q: 3 clusters Score -3754329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3754332.000000 Penalty: 5049.384277
	Iteration 158Q: 3 clusters Score -3754332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3754333.000000 Penalty: 5049.384277
	Iteration 159Q: 3 clusters Score -3754333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3754333.500000 Penalty: 5049.384277
	Iteration 160F: 3 clusters Score -3754334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3754336.750000 Penalty: 5049.384277
	Iteration 161Q: 3 clusters Score -3754337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3754337.750000 Penalty: 5049.384277
	Iteration 162Q: 3 clusters Score -3754338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3754338.750000 Penalty: 5049.384277
	Iteration 163Q: 3 clusters Score -3754339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3754337.750000 Penalty: 5049.384277
	Iteration 164Q: 3 clusters Score -3754338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3754337.750000 Penalty: 5049.384277
	Iteration 165F: 3 clusters Score -3754338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -27915.228516 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -27915.23 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 115 members 
Entering Unmasked Estep 
Score: -26730.154297 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -26730.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26805.494141 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -26805.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26824.621094 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -26824.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26842.423828 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -26842.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26847.601562 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -26847.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26847.601562 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -26847.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Entering Unmasked Estep 
Score: -5561002.500000 Penalty: 2621.107422
	Iteration 0F: 2 clusters Score -5561002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -5534662.500000 Penalty: 5242.214844
	Iteration 0F: 3 clusters Score -5534662 nChanged 17730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -5544305.000000 Penalty: 5242.214844
	Iteration 1F: 3 clusters Score -5544305 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -5544826.000000 Penalty: 5242.214844
	Iteration 2Q: 3 clusters Score -5544826 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -5545436.500000 Penalty: 5242.214844
	Iteration 3Q: 3 clusters Score -5545436 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -5546152.000000 Penalty: 5242.214844
	Iteration 4Q: 3 clusters Score -5546152 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5547077.500000 Penalty: 5242.214844
	Iteration 5Q: 3 clusters Score -5547078 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -5548342.500000 Penalty: 5242.214844
	Iteration 6F: 3 clusters Score -5548342 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -5550018.000000 Penalty: 5242.214844
	Iteration 7F: 3 clusters Score -5550018 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -5551933.500000 Penalty: 5242.214844
	Iteration 8F: 3 clusters Score -5551934 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -5553624.500000 Penalty: 5242.214844
	Iteration 9F: 3 clusters Score -5553624 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -5554778.500000 Penalty: 5242.214844
	Iteration 10Q: 3 clusters Score -5554778 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -5555471.500000 Penalty: 5242.214844
	Iteration 11Q: 3 clusters Score -5555472 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -5555833.000000 Penalty: 5242.214844
	Iteration 12Q: 3 clusters Score -5555833 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -5556073.500000 Penalty: 5242.214844
	Iteration 13Q: 3 clusters Score -5556074 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -5556244.500000 Penalty: 5242.214844
	Iteration 14Q: 3 clusters Score -5556244 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -5556402.500000 Penalty: 5242.214844
	Iteration 15Q: 3 clusters Score -5556402 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -5556533.500000 Penalty: 5242.214844
	Iteration 16Q: 3 clusters Score -5556534 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -5556667.000000 Penalty: 5242.214844
	Iteration 17Q: 3 clusters Score -5556667 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -5556762.500000 Penalty: 5242.214844
	Iteration 18Q: 3 clusters Score -5556762 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -5556852.500000 Penalty: 5242.214844
	Iteration 19Q: 3 clusters Score -5556852 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5556953.500000 Penalty: 5242.214844
	Iteration 20F: 3 clusters Score -5556954 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -5557076.000000 Penalty: 5242.214844
	Iteration 21Q: 3 clusters Score -5557076 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -5557213.000000 Penalty: 5242.214844
	Iteration 22Q: 3 clusters Score -5557213 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -5557344.000000 Penalty: 5242.214844
	Iteration 23Q: 3 clusters Score -5557344 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -5557471.000000 Penalty: 5242.214844
	Iteration 24Q: 3 clusters Score -5557471 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -5557613.500000 Penalty: 5242.214844
	Iteration 25Q: 3 clusters Score -5557614 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -5557759.000000 Penalty: 5242.214844
	Iteration 26Q: 3 clusters Score -5557759 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -5557887.000000 Penalty: 5242.214844
	Iteration 27Q: 3 clusters Score -5557887 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -5557992.500000 Penalty: 5242.214844
	Iteration 28Q: 3 clusters Score -5557992 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -5558116.000000 Penalty: 5242.214844
	Iteration 29Q: 3 clusters Score -5558116 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -5558217.500000 Penalty: 5242.214844
	Iteration 30Q: 3 clusters Score -5558218 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -5558305.000000 Penalty: 5242.214844
	Iteration 31Q: 3 clusters Score -5558305 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -5558384.000000 Penalty: 5242.214844
	Iteration 32Q: 3 clusters Score -5558384 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -5558448.500000 Penalty: 5242.214844
	Iteration 33Q: 3 clusters Score -5558448 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -5558535.000000 Penalty: 5242.214844
	Iteration 34Q: 3 clusters Score -5558535 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -5558631.000000 Penalty: 5242.214844
	Iteration 35Q: 3 clusters Score -5558631 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -5558739.500000 Penalty: 5242.214844
	Iteration 36Q: 3 clusters Score -5558740 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -5558831.500000 Penalty: 5242.214844
	Iteration 37Q: 3 clusters Score -5558832 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -5558889.000000 Penalty: 5242.214844
	Iteration 38Q: 3 clusters Score -5558889 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -5558923.000000 Penalty: 5242.214844
	Iteration 39Q: 3 clusters Score -5558923 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -5558956.500000 Penalty: 5242.214844
	Iteration 40F: 3 clusters Score -5558956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -5558959.500000 Penalty: 5242.214844
	Iteration 41Q: 3 clusters Score -5558960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -5558975.500000 Penalty: 5242.214844
	Iteration 42Q: 3 clusters Score -5558976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -5558991.000000 Penalty: 5242.214844
	Iteration 43Q: 3 clusters Score -5558991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -5559004.000000 Penalty: 5242.214844
	Iteration 44Q: 3 clusters Score -5559004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -5558999.500000 Penalty: 5242.214844
	Iteration 45Q: 3 clusters Score -5559000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -5559007.500000 Penalty: 5242.214844
	Iteration 46Q: 3 clusters Score -5559008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5559016.000000 Penalty: 5242.214844
	Iteration 47Q: 3 clusters Score -5559016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -5559014.500000 Penalty: 5242.214844
	Iteration 48Q: 3 clusters Score -5559014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -5559025.000000 Penalty: 5242.214844
	Iteration 49Q: 3 clusters Score -5559025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -5559032.500000 Penalty: 5242.214844
	Iteration 50Q: 3 clusters Score -5559032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -5559035.000000 Penalty: 5242.214844
	Iteration 51Q: 3 clusters Score -5559035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -5559043.500000 Penalty: 5242.214844
	Iteration 52Q: 3 clusters Score -5559044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -5559047.500000 Penalty: 5242.214844
	Iteration 53Q: 3 clusters Score -5559048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -5559045.000000 Penalty: 5242.214844
	Iteration 54Q: 3 clusters Score -5559045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -5559043.500000 Penalty: 5242.214844
	Iteration 55Q: 3 clusters Score -5559044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -5559039.500000 Penalty: 5242.214844
	Iteration 56Q: 3 clusters Score -5559040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -5559048.000000 Penalty: 5242.214844
	Iteration 57Q: 3 clusters Score -5559048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -5559032.500000 Penalty: 5242.214844
	Iteration 58Q: 3 clusters Score -5559032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -5559029.000000 Penalty: 5242.214844
	Iteration 59Q: 3 clusters Score -5559029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -5559036.500000 Penalty: 5242.214844
	Iteration 60F: 3 clusters Score -5559036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -5559035.500000 Penalty: 5242.214844
	Iteration 61Q: 3 clusters Score -5559036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5559035.000000 Penalty: 5242.214844
	Iteration 62Q: 3 clusters Score -5559035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5559030.500000 Penalty: 5242.214844
	Iteration 63Q: 3 clusters Score -5559030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5559038.000000 Penalty: 5242.214844
	Iteration 64Q: 3 clusters Score -5559038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5559038.000000 Penalty: 5242.214844
	Iteration 65F: 3 clusters Score -5559038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107584 members 
Entering Unmasked Estep 
Score: -15274991.000000 Penalty: 2873.334717
	Iteration 0F: 2 clusters Score -1.527499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -15203641.000000 Penalty: 5746.669434
	Iteration 0F: 3 clusters Score -1.520364e+07 nChanged 50923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -15233473.000000 Penalty: 5746.669434
	Iteration 1F: 3 clusters Score -1.523347e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -15234760.000000 Penalty: 5746.669434
	Iteration 2Q: 3 clusters Score -1.523476e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -15236548.000000 Penalty: 5746.669434
	Iteration 3Q: 3 clusters Score -1.523655e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -15238697.000000 Penalty: 5746.669434
	Iteration 4Q: 3 clusters Score -1.52387e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -15241266.000000 Penalty: 5746.669434
	Iteration 5F: 3 clusters Score -1.524127e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -15244537.000000 Penalty: 5746.669434
	Iteration 6F: 3 clusters Score -1.524454e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -15248388.000000 Penalty: 5746.669434
	Iteration 7F: 3 clusters Score -1.524839e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -15253062.000000 Penalty: 5746.669434
	Iteration 8F: 3 clusters Score -1.525306e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -15257202.000000 Penalty: 5746.669434
	Iteration 9F: 3 clusters Score -1.52572e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -15259594.000000 Penalty: 5746.669434
	Iteration 10Q: 3 clusters Score -1.525959e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -15260868.000000 Penalty: 5746.669434
	Iteration 11Q: 3 clusters Score -1.526087e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -15261589.000000 Penalty: 5746.669434
	Iteration 12Q: 3 clusters Score -1.526159e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -15262088.000000 Penalty: 5746.669434
	Iteration 13Q: 3 clusters Score -1.526209e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -15262626.000000 Penalty: 5746.669434
	Iteration 14Q: 3 clusters Score -1.526263e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -15263094.000000 Penalty: 5746.669434
	Iteration 15Q: 3 clusters Score -1.526309e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -15263668.000000 Penalty: 5746.669434
	Iteration 16Q: 3 clusters Score -1.526367e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -15264282.000000 Penalty: 5746.669434
	Iteration 17Q: 3 clusters Score -1.526428e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -15264902.000000 Penalty: 5746.669434
	Iteration 18Q: 3 clusters Score -1.52649e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 83811 members 
Entering Unmasked Estep 
Score: -15265570.000000 Penalty: 5746.669434
	Iteration 19Q: 3 clusters Score -1.526557e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 85549 members 
Entering Unmasked Estep 
Score: -15266282.000000 Penalty: 5746.669434
	Iteration 20F: 3 clusters Score -1.526628e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 87207 members 
Entering Unmasked Estep 
Score: -15266967.000000 Penalty: 5746.669434
	Iteration 21Q: 3 clusters Score -1.526697e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -15267567.000000 Penalty: 5746.669434
	Iteration 22Q: 3 clusters Score -1.526757e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -15268238.000000 Penalty: 5746.669434
	Iteration 23Q: 3 clusters Score -1.526824e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -15268892.000000 Penalty: 5746.669434
	Iteration 24Q: 3 clusters Score -1.526889e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -15269580.000000 Penalty: 5746.669434
	Iteration 25Q: 3 clusters Score -1.526958e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -15270071.000000 Penalty: 5746.669434
	Iteration 26Q: 3 clusters Score -1.527007e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 95894 members 
Entering Unmasked Estep 
Score: -15270659.000000 Penalty: 5746.669434
	Iteration 27Q: 3 clusters Score -1.527066e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -15271123.000000 Penalty: 5746.669434
	Iteration 28Q: 3 clusters Score -1.527112e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -15271508.000000 Penalty: 5746.669434
	Iteration 29Q: 3 clusters Score -1.527151e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -15271818.000000 Penalty: 5746.669434
	Iteration 30Q: 3 clusters Score -1.527182e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -15272107.000000 Penalty: 5746.669434
	Iteration 31Q: 3 clusters Score -1.527211e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 99667 members 
Entering Unmasked Estep 
Score: -15272252.000000 Penalty: 5746.669434
	Iteration 32Q: 3 clusters Score -1.527225e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 100150 members 
Entering Unmasked Estep 
Score: -15272406.000000 Penalty: 5746.669434
	Iteration 33Q: 3 clusters Score -1.527241e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -15272543.000000 Penalty: 5746.669434
	Iteration 34Q: 3 clusters Score -1.527254e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 100901 members 
Entering Unmasked Estep 
Score: -15272634.000000 Penalty: 5746.669434
	Iteration 35Q: 3 clusters Score -1.527263e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 101176 members 
Entering Unmasked Estep 
Score: -15272717.000000 Penalty: 5746.669434
	Iteration 36Q: 3 clusters Score -1.527272e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -15272789.000000 Penalty: 5746.669434
	Iteration 37Q: 3 clusters Score -1.527279e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 101587 members 
Entering Unmasked Estep 
Score: -15272776.000000 Penalty: 5746.669434
	Iteration 38Q: 3 clusters Score -1.527278e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 101762 members 
Entering Unmasked Estep 
Score: -15272796.000000 Penalty: 5746.669434
	Iteration 39Q: 3 clusters Score -1.52728e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 101911 members 
Entering Unmasked Estep 
Score: -15272823.000000 Penalty: 5746.669434
	Iteration 40F: 3 clusters Score -1.527282e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -15272851.000000 Penalty: 5746.669434
	Iteration 41Q: 3 clusters Score -1.527285e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -15272835.000000 Penalty: 5746.669434
	Iteration 42Q: 3 clusters Score -1.527284e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 102317 members 
Entering Unmasked Estep 
Score: -15272883.000000 Penalty: 5746.669434
	Iteration 43Q: 3 clusters Score -1.527288e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -15272866.000000 Penalty: 5746.669434
	Iteration 44Q: 3 clusters Score -1.527287e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -15272873.000000 Penalty: 5746.669434
	Iteration 45Q: 3 clusters Score -1.527287e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 102589 members 
Entering Unmasked Estep 
Score: -15272880.000000 Penalty: 5746.669434
	Iteration 46Q: 3 clusters Score -1.527288e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 102662 members 
Entering Unmasked Estep 
Score: -15272909.000000 Penalty: 5746.669434
	Iteration 47Q: 3 clusters Score -1.527291e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -15272925.000000 Penalty: 5746.669434
	Iteration 48Q: 3 clusters Score -1.527292e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 102801 members 
Entering Unmasked Estep 
Score: -15272926.000000 Penalty: 5746.669434
	Iteration 49Q: 3 clusters Score -1.527293e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 102850 members 
Entering Unmasked Estep 
Score: -15272920.000000 Penalty: 5746.669434
	Iteration 50Q: 3 clusters Score -1.527292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 102896 members 
Entering Unmasked Estep 
Score: -15272925.000000 Penalty: 5746.669434
	Iteration 51Q: 3 clusters Score -1.527292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -15272929.000000 Penalty: 5746.669434
	Iteration 52Q: 3 clusters Score -1.527293e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 102974 members 
Entering Unmasked Estep 
Score: -15272916.000000 Penalty: 5746.669434
	Iteration 53Q: 3 clusters Score -1.527292e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 103009 members 
Entering Unmasked Estep 
Score: -15272903.000000 Penalty: 5746.669434
	Iteration 54Q: 3 clusters Score -1.52729e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 103036 members 
Entering Unmasked Estep 
Score: -15272909.000000 Penalty: 5746.669434
	Iteration 55Q: 3 clusters Score -1.527291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -15272919.000000 Penalty: 5746.669434
	Iteration 56Q: 3 clusters Score -1.527292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 103072 members 
Entering Unmasked Estep 
Score: -15272914.000000 Penalty: 5746.669434
	Iteration 57Q: 3 clusters Score -1.527291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 103088 members 
Entering Unmasked Estep 
Score: -15272927.000000 Penalty: 5746.669434
	Iteration 58Q: 3 clusters Score -1.527293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 103105 members 
Entering Unmasked Estep 
Score: -15272933.000000 Penalty: 5746.669434
	Iteration 59Q: 3 clusters Score -1.527293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -15272926.000000 Penalty: 5746.669434
	Iteration 60F: 3 clusters Score -1.527293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 103127 members 
Entering Unmasked Estep 
Score: -15272925.000000 Penalty: 5746.669434
	Iteration 61Q: 3 clusters Score -1.527292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 103146 members 
Entering Unmasked Estep 
Score: -15272948.000000 Penalty: 5746.669434
	Iteration 62Q: 3 clusters Score -1.527295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 103164 members 
Entering Unmasked Estep 
Score: -15272955.000000 Penalty: 5746.669434
	Iteration 63Q: 3 clusters Score -1.527296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -15272959.000000 Penalty: 5746.669434
	Iteration 64Q: 3 clusters Score -1.527296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 103212 members 
Entering Unmasked Estep 
Score: -15272963.000000 Penalty: 5746.669434
	Iteration 65Q: 3 clusters Score -1.527296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 103236 members 
Entering Unmasked Estep 
Score: -15272986.000000 Penalty: 5746.669434
	Iteration 66Q: 3 clusters Score -1.527299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 103254 members 
Entering Unmasked Estep 
Score: -15272985.000000 Penalty: 5746.669434
	Iteration 67Q: 3 clusters Score -1.527298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 103276 members 
Entering Unmasked Estep 
Score: -15272988.000000 Penalty: 5746.669434
	Iteration 68Q: 3 clusters Score -1.527299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 103301 members 
Entering Unmasked Estep 
Score: -15272948.000000 Penalty: 5746.669434
	Iteration 69Q: 3 clusters Score -1.527295e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 103330 members 
Entering Unmasked Estep 
Score: -15272943.000000 Penalty: 5746.669434
	Iteration 70Q: 3 clusters Score -1.527294e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 103358 members 
Entering Unmasked Estep 
Score: -15272950.000000 Penalty: 5746.669434
	Iteration 71Q: 3 clusters Score -1.527295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -15272951.000000 Penalty: 5746.669434
	Iteration 72Q: 3 clusters Score -1.527295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 103400 members 
Entering Unmasked Estep 
Score: -15272954.000000 Penalty: 5746.669434
	Iteration 73Q: 3 clusters Score -1.527295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 103425 members 
Entering Unmasked Estep 
Score: -15272961.000000 Penalty: 5746.669434
	Iteration 74Q: 3 clusters Score -1.527296e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 103455 members 
Entering Unmasked Estep 
Score: -15272942.000000 Penalty: 5746.669434
	Iteration 75Q: 3 clusters Score -1.527294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 103485 members 
Entering Unmasked Estep 
Score: -15272928.000000 Penalty: 5746.669434
	Iteration 76Q: 3 clusters Score -1.527293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 103522 members 
Entering Unmasked Estep 
Score: -15272938.000000 Penalty: 5746.669434
	Iteration 77Q: 3 clusters Score -1.527294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 103556 members 
Entering Unmasked Estep 
Score: -15272933.000000 Penalty: 5746.669434
	Iteration 78Q: 3 clusters Score -1.527293e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 103588 members 
Entering Unmasked Estep 
Score: -15272938.000000 Penalty: 5746.669434
	Iteration 79Q: 3 clusters Score -1.527294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 103616 members 
Entering Unmasked Estep 
Score: -15272925.000000 Penalty: 5746.669434
	Iteration 80F: 3 clusters Score -1.527292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -15272928.000000 Penalty: 5746.669434
	Iteration 81Q: 3 clusters Score -1.527293e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 103667 members 
Entering Unmasked Estep 
Score: -15272925.000000 Penalty: 5746.669434
	Iteration 82Q: 3 clusters Score -1.527292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 103681 members 
Entering Unmasked Estep 
Score: -15272926.000000 Penalty: 5746.669434
	Iteration 83Q: 3 clusters Score -1.527293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 103695 members 
Entering Unmasked Estep 
Score: -15272938.000000 Penalty: 5746.669434
	Iteration 84Q: 3 clusters Score -1.527294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 103709 members 
Entering Unmasked Estep 
Score: -15272930.000000 Penalty: 5746.669434
	Iteration 85Q: 3 clusters Score -1.527293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -15272949.000000 Penalty: 5746.669434
	Iteration 86Q: 3 clusters Score -1.527295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -15272956.000000 Penalty: 5746.669434
	Iteration 87Q: 3 clusters Score -1.527296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 103751 members 
Entering Unmasked Estep 
Score: -15272962.000000 Penalty: 5746.669434
	Iteration 88Q: 3 clusters Score -1.527296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 103755 members 
Entering Unmasked Estep 
Score: -15272971.000000 Penalty: 5746.669434
	Iteration 89Q: 3 clusters Score -1.527297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 103758 members 
Entering Unmasked Estep 
Score: -15272973.000000 Penalty: 5746.669434
	Iteration 90Q: 3 clusters Score -1.527297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 103760 members 
Entering Unmasked Estep 
Score: -15272977.000000 Penalty: 5746.669434
	Iteration 91Q: 3 clusters Score -1.527298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 103761 members 
Entering Unmasked Estep 
Score: -15272977.000000 Penalty: 5746.669434
	Iteration 92Q: 3 clusters Score -1.527298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 103763 members 
Entering Unmasked Estep 
Score: -15272984.000000 Penalty: 5746.669434
	Iteration 93Q: 3 clusters Score -1.527298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 103764 members 
Entering Unmasked Estep 
Score: -15272986.000000 Penalty: 5746.669434
	Iteration 94Q: 3 clusters Score -1.527299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 103766 members 
Entering Unmasked Estep 
Score: -15272989.000000 Penalty: 5746.669434
	Iteration 95Q: 3 clusters Score -1.527299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -15272986.000000 Penalty: 5746.669434
	Iteration 96Q: 3 clusters Score -1.527299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 103770 members 
Entering Unmasked Estep 
Score: -15272969.000000 Penalty: 5746.669434
	Iteration 97Q: 3 clusters Score -1.527297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 103775 members 
Entering Unmasked Estep 
Score: -15272962.000000 Penalty: 5746.669434
	Iteration 98Q: 3 clusters Score -1.527296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 103781 members 
Entering Unmasked Estep 
Score: -15272973.000000 Penalty: 5746.669434
	Iteration 99Q: 3 clusters Score -1.527297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -15272981.000000 Penalty: 5746.669434
	Iteration 100F: 3 clusters Score -1.527298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 103787 members 
Entering Unmasked Estep 
Score: -15272987.000000 Penalty: 5746.669434
	Iteration 101Q: 3 clusters Score -1.527299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 103788 members 
Entering Unmasked Estep 
Score: -15272987.000000 Penalty: 5746.669434
	Iteration 102Q: 3 clusters Score -1.527299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -15272970.000000 Penalty: 5746.669434
	Iteration 103Q: 3 clusters Score -1.527297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 103792 members 
Entering Unmasked Estep 
Score: -15272981.000000 Penalty: 5746.669434
	Iteration 104Q: 3 clusters Score -1.527298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -15272983.000000 Penalty: 5746.669434
	Iteration 105Q: 3 clusters Score -1.527298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -15272979.000000 Penalty: 5746.669434
	Iteration 106Q: 3 clusters Score -1.527298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 103797 members 
Entering Unmasked Estep 
Score: -15272983.000000 Penalty: 5746.669434
	Iteration 107Q: 3 clusters Score -1.527298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 103802 members 
Entering Unmasked Estep 
Score: -15272989.000000 Penalty: 5746.669434
	Iteration 108Q: 3 clusters Score -1.527299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 103808 members 
Entering Unmasked Estep 
Score: -15272999.000000 Penalty: 5746.669434
	Iteration 109Q: 3 clusters Score -1.5273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 103815 members 
Entering Unmasked Estep 
Score: -15273000.000000 Penalty: 5746.669434
	Iteration 110Q: 3 clusters Score -1.5273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -15273012.000000 Penalty: 5746.669434
	Iteration 111Q: 3 clusters Score -1.527301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 103830 members 
Entering Unmasked Estep 
Score: -15272994.000000 Penalty: 5746.669434
	Iteration 112Q: 3 clusters Score -1.527299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 103839 members 
Entering Unmasked Estep 
Score: -15273000.000000 Penalty: 5746.669434
	Iteration 113Q: 3 clusters Score -1.5273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 103854 members 
Entering Unmasked Estep 
Score: -15273013.000000 Penalty: 5746.669434
	Iteration 114Q: 3 clusters Score -1.527301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 103860 members 
Entering Unmasked Estep 
Score: -15273016.000000 Penalty: 5746.669434
	Iteration 115Q: 3 clusters Score -1.527302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 103863 members 
Entering Unmasked Estep 
Score: -15273016.000000 Penalty: 5746.669434
	Iteration 116Q: 3 clusters Score -1.527302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 103866 members 
Entering Unmasked Estep 
Score: -15273027.000000 Penalty: 5746.669434
	Iteration 117Q: 3 clusters Score -1.527303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -15273032.000000 Penalty: 5746.669434
	Iteration 118Q: 3 clusters Score -1.527303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 103873 members 
Entering Unmasked Estep 
Score: -15273031.000000 Penalty: 5746.669434
	Iteration 119Q: 3 clusters Score -1.527303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 103877 members 
Entering Unmasked Estep 
Score: -15273031.000000 Penalty: 5746.669434
	Iteration 120F: 3 clusters Score -1.527303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 103884 members 
Entering Unmasked Estep 
Score: -15273030.000000 Penalty: 5746.669434
	Iteration 121Q: 3 clusters Score -1.527303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -15273025.000000 Penalty: 5746.669434
	Iteration 122Q: 3 clusters Score -1.527302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 103888 members 
Entering Unmasked Estep 
Score: -15273026.000000 Penalty: 5746.669434
	Iteration 123Q: 3 clusters Score -1.527303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 103892 members 
Entering Unmasked Estep 
Score: -15273028.000000 Penalty: 5746.669434
	Iteration 124Q: 3 clusters Score -1.527303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 103893 members 
Entering Unmasked Estep 
Score: -15273031.000000 Penalty: 5746.669434
	Iteration 125Q: 3 clusters Score -1.527303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 103893 members 
Entering Unmasked Estep 
Score: -15273031.000000 Penalty: 5746.669434
	Iteration 126F: 3 clusters Score -1.527303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -26628.900391 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -26628.9 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 107 members 
Entering Unmasked Estep 
Score: -25517.230469 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -25517.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25611.638672 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -25611.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25641.035156 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -25641.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25650.119141 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -25650.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25650.119141 Penalty: 2692.955322
	Iteration 4F: 3 clusters Score -25650.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Entering Unmasked Estep 
Score: -4812918.500000 Penalty: 2596.283936
	Iteration 0F: 2 clusters Score -4812918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4788835.500000 Penalty: 5192.567871
	Iteration 0F: 3 clusters Score -4788836 nChanged 16090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4797973.500000 Penalty: 5192.567871
	Iteration 1F: 3 clusters Score -4797974 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -4799244.000000 Penalty: 5192.567871
	Iteration 2F: 3 clusters Score -4799244 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -4800982.000000 Penalty: 5192.567871
	Iteration 3F: 3 clusters Score -4800982 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -4803215.000000 Penalty: 5192.567871
	Iteration 4F: 3 clusters Score -4803215 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -4805690.000000 Penalty: 5192.567871
	Iteration 5F: 3 clusters Score -4805690 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -4807940.500000 Penalty: 5192.567871
	Iteration 6F: 3 clusters Score -4807940 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -4809459.000000 Penalty: 5192.567871
	Iteration 7F: 3 clusters Score -4809459 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -4810227.500000 Penalty: 5192.567871
	Iteration 8Q: 3 clusters Score -4810228 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4810631.000000 Penalty: 5192.567871
	Iteration 9Q: 3 clusters Score -4810631 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -4810938.500000 Penalty: 5192.567871
	Iteration 10Q: 3 clusters Score -4810938 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -4811171.500000 Penalty: 5192.567871
	Iteration 11Q: 3 clusters Score -4811172 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4811391.500000 Penalty: 5192.567871
	Iteration 12Q: 3 clusters Score -4811392 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4811578.500000 Penalty: 5192.567871
	Iteration 13Q: 3 clusters Score -4811578 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -4811794.000000 Penalty: 5192.567871
	Iteration 14Q: 3 clusters Score -4811794 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4812002.000000 Penalty: 5192.567871
	Iteration 15Q: 3 clusters Score -4812002 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4812197.500000 Penalty: 5192.567871
	Iteration 16Q: 3 clusters Score -4812198 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4812275.000000 Penalty: 5192.567871
	Iteration 17Q: 3 clusters Score -4812275 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4812345.000000 Penalty: 5192.567871
	Iteration 18Q: 3 clusters Score -4812345 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4812388.500000 Penalty: 5192.567871
	Iteration 19Q: 3 clusters Score -4812388 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4812423.500000 Penalty: 5192.567871
	Iteration 20F: 3 clusters Score -4812424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4812442.500000 Penalty: 5192.567871
	Iteration 21Q: 3 clusters Score -4812442 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4812471.000000 Penalty: 5192.567871
	Iteration 22Q: 3 clusters Score -4812471 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4812472.500000 Penalty: 5192.567871
	Iteration 23Q: 3 clusters Score -4812472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4812499.500000 Penalty: 5192.567871
	Iteration 24Q: 3 clusters Score -4812500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4812502.500000 Penalty: 5192.567871
	Iteration 25Q: 3 clusters Score -4812502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4812503.500000 Penalty: 5192.567871
	Iteration 26Q: 3 clusters Score -4812504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4812518.000000 Penalty: 5192.567871
	Iteration 27Q: 3 clusters Score -4812518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4812531.000000 Penalty: 5192.567871
	Iteration 28Q: 3 clusters Score -4812531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4812535.500000 Penalty: 5192.567871
	Iteration 29Q: 3 clusters Score -4812536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4812535.000000 Penalty: 5192.567871
	Iteration 30Q: 3 clusters Score -4812535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4812539.000000 Penalty: 5192.567871
	Iteration 31Q: 3 clusters Score -4812539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4812533.000000 Penalty: 5192.567871
	Iteration 32Q: 3 clusters Score -4812533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4812543.000000 Penalty: 5192.567871
	Iteration 33Q: 3 clusters Score -4812543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4812543.500000 Penalty: 5192.567871
	Iteration 34Q: 3 clusters Score -4812544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4812542.000000 Penalty: 5192.567871
	Iteration 35Q: 3 clusters Score -4812542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4812543.000000 Penalty: 5192.567871
	Iteration 36Q: 3 clusters Score -4812543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4812552.000000 Penalty: 5192.567871
	Iteration 37Q: 3 clusters Score -4812552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4812548.000000 Penalty: 5192.567871
	Iteration 38Q: 3 clusters Score -4812548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4812551.500000 Penalty: 5192.567871
	Iteration 39Q: 3 clusters Score -4812552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4812556.500000 Penalty: 5192.567871
	Iteration 40F: 3 clusters Score -4812556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4812556.000000 Penalty: 5192.567871
	Iteration 41Q: 3 clusters Score -4812556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4812561.000000 Penalty: 5192.567871
	Iteration 42Q: 3 clusters Score -4812561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4812561.000000 Penalty: 5192.567871
	Iteration 43F: 3 clusters Score -4812561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156099 members 
Entering Unmasked Estep 
Score: -21932068.000000 Penalty: 2965.644775
	Iteration 0F: 2 clusters Score -2.193207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77964 members 
Mstep: Class 2 contains 78135 members 
Entering Unmasked Estep 
Score: -21829972.000000 Penalty: 5931.289551
	Iteration 0F: 3 clusters Score -2.182997e+07 nChanged 74637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -21872828.000000 Penalty: 5931.289551
	Iteration 1F: 3 clusters Score -2.187283e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77233 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -21873640.000000 Penalty: 5931.289551
	Iteration 2Q: 3 clusters Score -2.187364e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 79383 members 
Entering Unmasked Estep 
Score: -21874692.000000 Penalty: 5931.289551
	Iteration 3Q: 3 clusters Score -2.187469e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -21876018.000000 Penalty: 5931.289551
	Iteration 4Q: 3 clusters Score -2.187602e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
Score: -21877618.000000 Penalty: 5931.289551
	Iteration 5Q: 3 clusters Score -2.187762e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -21880054.000000 Penalty: 5931.289551
	Iteration 6Q: 3 clusters Score -2.188005e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -21883770.000000 Penalty: 5931.289551
	Iteration 7Q: 3 clusters Score -2.188377e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 86398 members 
Entering Unmasked Estep 
Score: -21888976.000000 Penalty: 5931.289551
	Iteration 8F: 3 clusters Score -2.188898e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -21895922.000000 Penalty: 5931.289551
	Iteration 9F: 3 clusters Score -2.189592e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 90675 members 
Entering Unmasked Estep 
Score: -21902974.000000 Penalty: 5931.289551
	Iteration 10F: 3 clusters Score -2.190297e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -21907752.000000 Penalty: 5931.289551
	Iteration 11F: 3 clusters Score -2.190775e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -21909890.000000 Penalty: 5931.289551
	Iteration 12Q: 3 clusters Score -2.190989e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 93158 members 
Entering Unmasked Estep 
Score: -21910792.000000 Penalty: 5931.289551
	Iteration 13Q: 3 clusters Score -2.191079e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -21911162.000000 Penalty: 5931.289551
	Iteration 14Q: 3 clusters Score -2.191116e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -21911558.000000 Penalty: 5931.289551
	Iteration 15Q: 3 clusters Score -2.191156e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -21911850.000000 Penalty: 5931.289551
	Iteration 16Q: 3 clusters Score -2.191185e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -21912226.000000 Penalty: 5931.289551
	Iteration 17Q: 3 clusters Score -2.191223e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -21912540.000000 Penalty: 5931.289551
	Iteration 18Q: 3 clusters Score -2.191254e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
Score: -21912760.000000 Penalty: 5931.289551
	Iteration 19Q: 3 clusters Score -2.191276e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 96953 members 
Entering Unmasked Estep 
Score: -21913068.000000 Penalty: 5931.289551
	Iteration 20F: 3 clusters Score -2.191307e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -21913356.000000 Penalty: 5931.289551
	Iteration 21Q: 3 clusters Score -2.191336e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -21913638.000000 Penalty: 5931.289551
	Iteration 22Q: 3 clusters Score -2.191364e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 98514 members 
Entering Unmasked Estep 
Score: -21913924.000000 Penalty: 5931.289551
	Iteration 23Q: 3 clusters Score -2.191392e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 98972 members 
Entering Unmasked Estep 
Score: -21914328.000000 Penalty: 5931.289551
	Iteration 24Q: 3 clusters Score -2.191433e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -21914638.000000 Penalty: 5931.289551
	Iteration 25Q: 3 clusters Score -2.191464e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -21915004.000000 Penalty: 5931.289551
	Iteration 26Q: 3 clusters Score -2.1915e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -21915336.000000 Penalty: 5931.289551
	Iteration 27Q: 3 clusters Score -2.191534e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 100343 members 
Entering Unmasked Estep 
Score: -21915812.000000 Penalty: 5931.289551
	Iteration 28Q: 3 clusters Score -2.191581e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 100643 members 
Entering Unmasked Estep 
Score: -21916290.000000 Penalty: 5931.289551
	Iteration 29Q: 3 clusters Score -2.191629e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -21916720.000000 Penalty: 5931.289551
	Iteration 30Q: 3 clusters Score -2.191672e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 101216 members 
Entering Unmasked Estep 
Score: -21917026.000000 Penalty: 5931.289551
	Iteration 31Q: 3 clusters Score -2.191703e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 101493 members 
Entering Unmasked Estep 
Score: -21917380.000000 Penalty: 5931.289551
	Iteration 32Q: 3 clusters Score -2.191738e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 101785 members 
Entering Unmasked Estep 
Score: -21917682.000000 Penalty: 5931.289551
	Iteration 33Q: 3 clusters Score -2.191768e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 102027 members 
Entering Unmasked Estep 
Score: -21917854.000000 Penalty: 5931.289551
	Iteration 34Q: 3 clusters Score -2.191785e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 102278 members 
Entering Unmasked Estep 
Score: -21918112.000000 Penalty: 5931.289551
	Iteration 35Q: 3 clusters Score -2.191811e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -21918294.000000 Penalty: 5931.289551
	Iteration 36Q: 3 clusters Score -2.191829e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -21918568.000000 Penalty: 5931.289551
	Iteration 37Q: 3 clusters Score -2.191857e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -21918718.000000 Penalty: 5931.289551
	Iteration 38Q: 3 clusters Score -2.191872e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 103344 members 
Entering Unmasked Estep 
Score: -21918810.000000 Penalty: 5931.289551
	Iteration 39Q: 3 clusters Score -2.191881e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -21918868.000000 Penalty: 5931.289551
	Iteration 40F: 3 clusters Score -2.191887e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -21918908.000000 Penalty: 5931.289551
	Iteration 41Q: 3 clusters Score -2.191891e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -21918946.000000 Penalty: 5931.289551
	Iteration 42Q: 3 clusters Score -2.191895e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 104537 members 
Entering Unmasked Estep 
Score: -21919052.000000 Penalty: 5931.289551
	Iteration 43Q: 3 clusters Score -2.191905e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -21919166.000000 Penalty: 5931.289551
	Iteration 44Q: 3 clusters Score -2.191917e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 105149 members 
Entering Unmasked Estep 
Score: -21919268.000000 Penalty: 5931.289551
	Iteration 45Q: 3 clusters Score -2.191927e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -21919358.000000 Penalty: 5931.289551
	Iteration 46Q: 3 clusters Score -2.191936e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -21919392.000000 Penalty: 5931.289551
	Iteration 47Q: 3 clusters Score -2.191939e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -21919404.000000 Penalty: 5931.289551
	Iteration 48Q: 3 clusters Score -2.19194e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -21919418.000000 Penalty: 5931.289551
	Iteration 49Q: 3 clusters Score -2.191942e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 106902 members 
Entering Unmasked Estep 
Score: -21919464.000000 Penalty: 5931.289551
	Iteration 50Q: 3 clusters Score -2.191946e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 107264 members 
Entering Unmasked Estep 
Score: -21919472.000000 Penalty: 5931.289551
	Iteration 51Q: 3 clusters Score -2.191947e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 107640 members 
Entering Unmasked Estep 
Score: -21919500.000000 Penalty: 5931.289551
	Iteration 52Q: 3 clusters Score -2.19195e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 108059 members 
Entering Unmasked Estep 
Score: -21919546.000000 Penalty: 5931.289551
	Iteration 53Q: 3 clusters Score -2.191955e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 108441 members 
Entering Unmasked Estep 
Score: -21919606.000000 Penalty: 5931.289551
	Iteration 54Q: 3 clusters Score -2.191961e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -21919596.000000 Penalty: 5931.289551
	Iteration 55Q: 3 clusters Score -2.19196e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 109191 members 
Entering Unmasked Estep 
Score: -21919670.000000 Penalty: 5931.289551
	Iteration 56Q: 3 clusters Score -2.191967e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 109577 members 
Entering Unmasked Estep 
Score: -21919694.000000 Penalty: 5931.289551
	Iteration 57Q: 3 clusters Score -2.191969e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 109972 members 
Entering Unmasked Estep 
Score: -21919692.000000 Penalty: 5931.289551
	Iteration 58Q: 3 clusters Score -2.191969e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 110366 members 
Entering Unmasked Estep 
Score: -21919730.000000 Penalty: 5931.289551
	Iteration 59Q: 3 clusters Score -2.191973e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 110781 members 
Entering Unmasked Estep 
Score: -21919742.000000 Penalty: 5931.289551
	Iteration 60F: 3 clusters Score -2.191974e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 111205 members 
Entering Unmasked Estep 
Score: -21919816.000000 Penalty: 5931.289551
	Iteration 61Q: 3 clusters Score -2.191982e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 111666 members 
Entering Unmasked Estep 
Score: -21919824.000000 Penalty: 5931.289551
	Iteration 62Q: 3 clusters Score -2.191982e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 112131 members 
Entering Unmasked Estep 
Score: -21919848.000000 Penalty: 5931.289551
	Iteration 63Q: 3 clusters Score -2.191985e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 112590 members 
Entering Unmasked Estep 
Score: -21919890.000000 Penalty: 5931.289551
	Iteration 64Q: 3 clusters Score -2.191989e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 113082 members 
Entering Unmasked Estep 
Score: -21919934.000000 Penalty: 5931.289551
	Iteration 65Q: 3 clusters Score -2.191993e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -21920012.000000 Penalty: 5931.289551
	Iteration 66Q: 3 clusters Score -2.192001e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 113992 members 
Entering Unmasked Estep 
Score: -21920072.000000 Penalty: 5931.289551
	Iteration 67Q: 3 clusters Score -2.192007e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -21920170.000000 Penalty: 5931.289551
	Iteration 68Q: 3 clusters Score -2.192017e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 114858 members 
Entering Unmasked Estep 
Score: -21920246.000000 Penalty: 5931.289551
	Iteration 69Q: 3 clusters Score -2.192025e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -21920206.000000 Penalty: 5931.289551
	Iteration 70Q: 3 clusters Score -2.192021e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 115770 members 
Entering Unmasked Estep 
Score: -21920278.000000 Penalty: 5931.289551
	Iteration 71Q: 3 clusters Score -2.192028e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 116225 members 
Entering Unmasked Estep 
Score: -21920356.000000 Penalty: 5931.289551
	Iteration 72Q: 3 clusters Score -2.192036e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 116676 members 
Entering Unmasked Estep 
Score: -21920346.000000 Penalty: 5931.289551
	Iteration 73Q: 3 clusters Score -2.192035e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 117121 members 
Entering Unmasked Estep 
Score: -21920428.000000 Penalty: 5931.289551
	Iteration 74Q: 3 clusters Score -2.192043e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 117559 members 
Entering Unmasked Estep 
Score: -21920486.000000 Penalty: 5931.289551
	Iteration 75Q: 3 clusters Score -2.192049e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 118011 members 
Entering Unmasked Estep 
Score: -21920592.000000 Penalty: 5931.289551
	Iteration 76Q: 3 clusters Score -2.192059e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 118485 members 
Entering Unmasked Estep 
Score: -21920638.000000 Penalty: 5931.289551
	Iteration 77Q: 3 clusters Score -2.192064e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 118958 members 
Entering Unmasked Estep 
Score: -21920684.000000 Penalty: 5931.289551
	Iteration 78Q: 3 clusters Score -2.192068e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 119470 members 
Entering Unmasked Estep 
Score: -21920768.000000 Penalty: 5931.289551
	Iteration 79Q: 3 clusters Score -2.192077e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 119938 members 
Entering Unmasked Estep 
Score: -21920822.000000 Penalty: 5931.289551
	Iteration 80F: 3 clusters Score -2.192082e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 120429 members 
Entering Unmasked Estep 
Score: -21920986.000000 Penalty: 5931.289551
	Iteration 81Q: 3 clusters Score -2.192099e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 120972 members 
Entering Unmasked Estep 
Score: -21921024.000000 Penalty: 5931.289551
	Iteration 82Q: 3 clusters Score -2.192102e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 121505 members 
Entering Unmasked Estep 
Score: -21921116.000000 Penalty: 5931.289551
	Iteration 83Q: 3 clusters Score -2.192112e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 122062 members 
Entering Unmasked Estep 
Score: -21921144.000000 Penalty: 5931.289551
	Iteration 84Q: 3 clusters Score -2.192114e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 122647 members 
Entering Unmasked Estep 
Score: -21921378.000000 Penalty: 5931.289551
	Iteration 85Q: 3 clusters Score -2.192138e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -21921444.000000 Penalty: 5931.289551
	Iteration 86Q: 3 clusters Score -2.192144e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 123738 members 
Entering Unmasked Estep 
Score: -21921566.000000 Penalty: 5931.289551
	Iteration 87Q: 3 clusters Score -2.192157e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 124311 members 
Entering Unmasked Estep 
Score: -21921666.000000 Penalty: 5931.289551
	Iteration 88Q: 3 clusters Score -2.192167e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 124906 members 
Entering Unmasked Estep 
Score: -21921736.000000 Penalty: 5931.289551
	Iteration 89Q: 3 clusters Score -2.192174e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 125545 members 
Entering Unmasked Estep 
Score: -21921804.000000 Penalty: 5931.289551
	Iteration 90Q: 3 clusters Score -2.19218e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
Score: -21921954.000000 Penalty: 5931.289551
	Iteration 91Q: 3 clusters Score -2.192195e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -21922178.000000 Penalty: 5931.289551
	Iteration 92Q: 3 clusters Score -2.192218e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 127617 members 
Entering Unmasked Estep 
Score: -21922358.000000 Penalty: 5931.289551
	Iteration 93Q: 3 clusters Score -2.192236e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 128372 members 
Entering Unmasked Estep 
Score: -21922478.000000 Penalty: 5931.289551
	Iteration 94Q: 3 clusters Score -2.192248e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 129133 members 
Entering Unmasked Estep 
Score: -21922550.000000 Penalty: 5931.289551
	Iteration 95Q: 3 clusters Score -2.192255e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 129970 members 
Entering Unmasked Estep 
Score: -21922764.000000 Penalty: 5931.289551
	Iteration 96Q: 3 clusters Score -2.192276e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 130833 members 
Entering Unmasked Estep 
Score: -21922954.000000 Penalty: 5931.289551
	Iteration 97Q: 3 clusters Score -2.192295e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 131757 members 
Entering Unmasked Estep 
Score: -21923210.000000 Penalty: 5931.289551
	Iteration 98Q: 3 clusters Score -2.192321e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 132682 members 
Entering Unmasked Estep 
Score: -21923444.000000 Penalty: 5931.289551
	Iteration 99Q: 3 clusters Score -2.192344e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 133653 members 
Entering Unmasked Estep 
Score: -21923730.000000 Penalty: 5931.289551
	Iteration 100F: 3 clusters Score -2.192373e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 134643 members 
Entering Unmasked Estep 
Score: -21923972.000000 Penalty: 5931.289551
	Iteration 101Q: 3 clusters Score -2.192397e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 135675 members 
Entering Unmasked Estep 
Score: -21924190.000000 Penalty: 5931.289551
	Iteration 102Q: 3 clusters Score -2.192419e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -21924626.000000 Penalty: 5931.289551
	Iteration 103Q: 3 clusters Score -2.192463e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 137880 members 
Entering Unmasked Estep 
Score: -21924894.000000 Penalty: 5931.289551
	Iteration 104Q: 3 clusters Score -2.192489e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 139071 members 
Entering Unmasked Estep 
Score: -21925330.000000 Penalty: 5931.289551
	Iteration 105Q: 3 clusters Score -2.192533e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 140278 members 
Entering Unmasked Estep 
Score: -21925748.000000 Penalty: 5931.289551
	Iteration 106Q: 3 clusters Score -2.192575e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 141473 members 
Entering Unmasked Estep 
Score: -21926106.000000 Penalty: 5931.289551
	Iteration 107Q: 3 clusters Score -2.192611e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 142609 members 
Entering Unmasked Estep 
Score: -21926460.000000 Penalty: 5931.289551
	Iteration 108Q: 3 clusters Score -2.192646e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 143690 members 
Entering Unmasked Estep 
Score: -21926744.000000 Penalty: 5931.289551
	Iteration 109Q: 3 clusters Score -2.192674e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 144746 members 
Entering Unmasked Estep 
Score: -21927024.000000 Penalty: 5931.289551
	Iteration 110Q: 3 clusters Score -2.192702e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 145755 members 
Entering Unmasked Estep 
Score: -21927390.000000 Penalty: 5931.289551
	Iteration 111Q: 3 clusters Score -2.192739e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 146690 members 
Entering Unmasked Estep 
Score: -21927708.000000 Penalty: 5931.289551
	Iteration 112Q: 3 clusters Score -2.192771e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 147552 members 
Entering Unmasked Estep 
Score: -21927924.000000 Penalty: 5931.289551
	Iteration 113Q: 3 clusters Score -2.192792e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 148372 members 
Entering Unmasked Estep 
Score: -21928222.000000 Penalty: 5931.289551
	Iteration 114Q: 3 clusters Score -2.192822e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 149114 members 
Entering Unmasked Estep 
Score: -21928410.000000 Penalty: 5931.289551
	Iteration 115Q: 3 clusters Score -2.192841e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 149788 members 
Entering Unmasked Estep 
Score: -21928612.000000 Penalty: 5931.289551
	Iteration 116Q: 3 clusters Score -2.192861e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 150348 members 
Entering Unmasked Estep 
Score: -21928710.000000 Penalty: 5931.289551
	Iteration 117Q: 3 clusters Score -2.192871e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 150827 members 
Entering Unmasked Estep 
Score: -21928784.000000 Penalty: 5931.289551
	Iteration 118Q: 3 clusters Score -2.192878e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 151263 members 
Entering Unmasked Estep 
Score: -21928920.000000 Penalty: 5931.289551
	Iteration 119Q: 3 clusters Score -2.192892e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 151688 members 
Entering Unmasked Estep 
Score: -21929072.000000 Penalty: 5931.289551
	Iteration 120F: 3 clusters Score -2.192907e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 152051 members 
Entering Unmasked Estep 
Score: -21929116.000000 Penalty: 5931.289551
	Iteration 121Q: 3 clusters Score -2.192912e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 152387 members 
Entering Unmasked Estep 
Score: -21929198.000000 Penalty: 5931.289551
	Iteration 122Q: 3 clusters Score -2.19292e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 152688 members 
Entering Unmasked Estep 
Score: -21929306.000000 Penalty: 5931.289551
	Iteration 123Q: 3 clusters Score -2.192931e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 152932 members 
Entering Unmasked Estep 
Score: -21929382.000000 Penalty: 5931.289551
	Iteration 124Q: 3 clusters Score -2.192938e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 153162 members 
Entering Unmasked Estep 
Score: -21929426.000000 Penalty: 5931.289551
	Iteration 125Q: 3 clusters Score -2.192943e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 153366 members 
Entering Unmasked Estep 
Score: -21929514.000000 Penalty: 5931.289551
	Iteration 126Q: 3 clusters Score -2.192951e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -21929514.000000 Penalty: 5931.289551
	Iteration 127Q: 3 clusters Score -2.192951e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 153689 members 
Entering Unmasked Estep 
Score: -21929570.000000 Penalty: 5931.289551
	Iteration 128Q: 3 clusters Score -2.192957e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -21929610.000000 Penalty: 5931.289551
	Iteration 129Q: 3 clusters Score -2.192961e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 153880 members 
Entering Unmasked Estep 
Score: -21929640.000000 Penalty: 5931.289551
	Iteration 130Q: 3 clusters Score -2.192964e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 153953 members 
Entering Unmasked Estep 
Score: -21929650.000000 Penalty: 5931.289551
	Iteration 131Q: 3 clusters Score -2.192965e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 154007 members 
Entering Unmasked Estep 
Score: -21929654.000000 Penalty: 5931.289551
	Iteration 132Q: 3 clusters Score -2.192965e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 154047 members 
Entering Unmasked Estep 
Score: -21929670.000000 Penalty: 5931.289551
	Iteration 133Q: 3 clusters Score -2.192967e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 154089 members 
Entering Unmasked Estep 
Score: -21929678.000000 Penalty: 5931.289551
	Iteration 134Q: 3 clusters Score -2.192968e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 154131 members 
Entering Unmasked Estep 
Score: -21929706.000000 Penalty: 5931.289551
	Iteration 135Q: 3 clusters Score -2.192971e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 154165 members 
Entering Unmasked Estep 
Score: -21929690.000000 Penalty: 5931.289551
	Iteration 136Q: 3 clusters Score -2.192969e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 154205 members 
Entering Unmasked Estep 
Score: -21929712.000000 Penalty: 5931.289551
	Iteration 137Q: 3 clusters Score -2.192971e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 154246 members 
Entering Unmasked Estep 
Score: -21929698.000000 Penalty: 5931.289551
	Iteration 138Q: 3 clusters Score -2.19297e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 154276 members 
Entering Unmasked Estep 
Score: -21929708.000000 Penalty: 5931.289551
	Iteration 139Q: 3 clusters Score -2.192971e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 154303 members 
Entering Unmasked Estep 
Score: -21929712.000000 Penalty: 5931.289551
	Iteration 140F: 3 clusters Score -2.192971e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -21929738.000000 Penalty: 5931.289551
	Iteration 141Q: 3 clusters Score -2.192974e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 154362 members 
Entering Unmasked Estep 
Score: -21929738.000000 Penalty: 5931.289551
	Iteration 142Q: 3 clusters Score -2.192974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 154392 members 
Entering Unmasked Estep 
Score: -21929748.000000 Penalty: 5931.289551
	Iteration 143Q: 3 clusters Score -2.192975e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 154409 members 
Entering Unmasked Estep 
Score: -21929736.000000 Penalty: 5931.289551
	Iteration 144Q: 3 clusters Score -2.192974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 154431 members 
Entering Unmasked Estep 
Score: -21929744.000000 Penalty: 5931.289551
	Iteration 145Q: 3 clusters Score -2.192974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 154441 members 
Entering Unmasked Estep 
Score: -21929766.000000 Penalty: 5931.289551
	Iteration 146Q: 3 clusters Score -2.192977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 154451 members 
Entering Unmasked Estep 
Score: -21929756.000000 Penalty: 5931.289551
	Iteration 147Q: 3 clusters Score -2.192976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -21929766.000000 Penalty: 5931.289551
	Iteration 148Q: 3 clusters Score -2.192977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 154466 members 
Entering Unmasked Estep 
Score: -21929764.000000 Penalty: 5931.289551
	Iteration 149Q: 3 clusters Score -2.192976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 154471 members 
Entering Unmasked Estep 
Score: -21929760.000000 Penalty: 5931.289551
	Iteration 150Q: 3 clusters Score -2.192976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 154472 members 
Entering Unmasked Estep 
Score: -21929758.000000 Penalty: 5931.289551
	Iteration 151Q: 3 clusters Score -2.192976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 154473 members 
Entering Unmasked Estep 
Score: -21929764.000000 Penalty: 5931.289551
	Iteration 152Q: 3 clusters Score -2.192976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 154472 members 
Entering Unmasked Estep 
Score: -21929772.000000 Penalty: 5931.289551
	Iteration 153Q: 3 clusters Score -2.192977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 154473 members 
Entering Unmasked Estep 
Score: -21929776.000000 Penalty: 5931.289551
	Iteration 154Q: 3 clusters Score -2.192978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 154474 members 
Entering Unmasked Estep 
Score: -21929778.000000 Penalty: 5931.289551
	Iteration 155Q: 3 clusters Score -2.192978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 154475 members 
Entering Unmasked Estep 
Score: -21929776.000000 Penalty: 5931.289551
	Iteration 156Q: 3 clusters Score -2.192978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 154479 members 
Entering Unmasked Estep 
Score: -21929766.000000 Penalty: 5931.289551
	Iteration 157Q: 3 clusters Score -2.192977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 154481 members 
Entering Unmasked Estep 
Score: -21929776.000000 Penalty: 5931.289551
	Iteration 158Q: 3 clusters Score -2.192978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 154482 members 
Entering Unmasked Estep 
Score: -21929778.000000 Penalty: 5931.289551
	Iteration 159Q: 3 clusters Score -2.192978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 154482 members 
Entering Unmasked Estep 
Score: -21929778.000000 Penalty: 5931.289551
	Iteration 160F: 3 clusters Score -2.192978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Entering Unmasked Estep 
Score: -1072873.625000 Penalty: 2215.581299
	Iteration 0F: 2 clusters Score -1072874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1066772.000000 Penalty: 4431.162598
	Iteration 0F: 3 clusters Score -1066772 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1068346.625000 Penalty: 4431.162598
	Iteration 1F: 3 clusters Score -1068347 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1068581.500000 Penalty: 4431.162598
	Iteration 2F: 3 clusters Score -1068582 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1068756.750000 Penalty: 4431.162598
	Iteration 3Q: 3 clusters Score -1068757 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1068895.375000 Penalty: 4431.162598
	Iteration 4Q: 3 clusters Score -1068895 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1069019.250000 Penalty: 4431.162598
	Iteration 5Q: 3 clusters Score -1069019 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1069173.250000 Penalty: 4431.162598
	Iteration 6Q: 3 clusters Score -1069173 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1069339.500000 Penalty: 4431.162598
	Iteration 7Q: 3 clusters Score -1069340 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1069454.625000 Penalty: 4431.162598
	Iteration 8Q: 3 clusters Score -1069455 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1069549.875000 Penalty: 4431.162598
	Iteration 9Q: 3 clusters Score -1069550 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1069628.000000 Penalty: 4431.162598
	Iteration 10Q: 3 clusters Score -1069628 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1069692.625000 Penalty: 4431.162598
	Iteration 11Q: 3 clusters Score -1069693 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1069752.125000 Penalty: 4431.162598
	Iteration 12Q: 3 clusters Score -1069752 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1069792.500000 Penalty: 4431.162598
	Iteration 13Q: 3 clusters Score -1069792 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1069837.500000 Penalty: 4431.162598
	Iteration 14Q: 3 clusters Score -1069838 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1069886.625000 Penalty: 4431.162598
	Iteration 15Q: 3 clusters Score -1069887 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1069950.750000 Penalty: 4431.162598
	Iteration 16Q: 3 clusters Score -1069951 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1070007.125000 Penalty: 4431.162598
	Iteration 17Q: 3 clusters Score -1070007 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1070071.125000 Penalty: 4431.162598
	Iteration 18Q: 3 clusters Score -1070071 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1070126.500000 Penalty: 4431.162598
	Iteration 19Q: 3 clusters Score -1070126 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1070179.875000 Penalty: 4431.162598
	Iteration 20F: 3 clusters Score -1070180 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1070225.875000 Penalty: 4431.162598
	Iteration 21Q: 3 clusters Score -1070226 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1070268.000000 Penalty: 4431.162598
	Iteration 22Q: 3 clusters Score -1070268 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1070323.250000 Penalty: 4431.162598
	Iteration 23Q: 3 clusters Score -1070323 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1070368.375000 Penalty: 4431.162598
	Iteration 24Q: 3 clusters Score -1070368 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1070417.375000 Penalty: 4431.162598
	Iteration 25Q: 3 clusters Score -1070417 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1070469.500000 Penalty: 4431.162598
	Iteration 26Q: 3 clusters Score -1070470 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1070523.000000 Penalty: 4431.162598
	Iteration 27Q: 3 clusters Score -1070523 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1070573.750000 Penalty: 4431.162598
	Iteration 28Q: 3 clusters Score -1070574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1070612.500000 Penalty: 4431.162598
	Iteration 29Q: 3 clusters Score -1070612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1070641.625000 Penalty: 4431.162598
	Iteration 30Q: 3 clusters Score -1070642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1070670.500000 Penalty: 4431.162598
	Iteration 31Q: 3 clusters Score -1070670 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1070701.125000 Penalty: 4431.162598
	Iteration 32Q: 3 clusters Score -1070701 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1070727.000000 Penalty: 4431.162598
	Iteration 33Q: 3 clusters Score -1070727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1070752.375000 Penalty: 4431.162598
	Iteration 34Q: 3 clusters Score -1070752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1070777.625000 Penalty: 4431.162598
	Iteration 35Q: 3 clusters Score -1070778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1070796.125000 Penalty: 4431.162598
	Iteration 36Q: 3 clusters Score -1070796 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1070815.500000 Penalty: 4431.162598
	Iteration 37Q: 3 clusters Score -1070816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1070837.625000 Penalty: 4431.162598
	Iteration 38Q: 3 clusters Score -1070838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1070857.125000 Penalty: 4431.162598
	Iteration 39Q: 3 clusters Score -1070857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1070867.625000 Penalty: 4431.162598
	Iteration 40F: 3 clusters Score -1070868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1070877.750000 Penalty: 4431.162598
	Iteration 41Q: 3 clusters Score -1070878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1070882.000000 Penalty: 4431.162598
	Iteration 42Q: 3 clusters Score -1070882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1070887.125000 Penalty: 4431.162598
	Iteration 43Q: 3 clusters Score -1070887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1070889.375000 Penalty: 4431.162598
	Iteration 44Q: 3 clusters Score -1070889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1070894.250000 Penalty: 4431.162598
	Iteration 45Q: 3 clusters Score -1070894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1070896.000000 Penalty: 4431.162598
	Iteration 46Q: 3 clusters Score -1070896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1070903.000000 Penalty: 4431.162598
	Iteration 47Q: 3 clusters Score -1070903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1070905.375000 Penalty: 4431.162598
	Iteration 48Q: 3 clusters Score -1070905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1070911.250000 Penalty: 4431.162598
	Iteration 49Q: 3 clusters Score -1070911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1070917.500000 Penalty: 4431.162598
	Iteration 50Q: 3 clusters Score -1070918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1070925.500000 Penalty: 4431.162598
	Iteration 51Q: 3 clusters Score -1070926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1070934.375000 Penalty: 4431.162598
	Iteration 52Q: 3 clusters Score -1070934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1070941.375000 Penalty: 4431.162598
	Iteration 53Q: 3 clusters Score -1070941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1070944.250000 Penalty: 4431.162598
	Iteration 54Q: 3 clusters Score -1070944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1070948.375000 Penalty: 4431.162598
	Iteration 55Q: 3 clusters Score -1070948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1070953.625000 Penalty: 4431.162598
	Iteration 56Q: 3 clusters Score -1070954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1070956.875000 Penalty: 4431.162598
	Iteration 57Q: 3 clusters Score -1070957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1070958.125000 Penalty: 4431.162598
	Iteration 58Q: 3 clusters Score -1070958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1070961.250000 Penalty: 4431.162598
	Iteration 59Q: 3 clusters Score -1070961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1070963.000000 Penalty: 4431.162598
	Iteration 60F: 3 clusters Score -1070963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1070966.000000 Penalty: 4431.162598
	Iteration 61Q: 3 clusters Score -1070966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1070972.125000 Penalty: 4431.162598
	Iteration 62Q: 3 clusters Score -1070972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1070974.500000 Penalty: 4431.162598
	Iteration 63Q: 3 clusters Score -1070974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1070982.500000 Penalty: 4431.162598
	Iteration 64Q: 3 clusters Score -1070982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1070993.250000 Penalty: 4431.162598
	Iteration 65Q: 3 clusters Score -1070993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1070998.000000 Penalty: 4431.162598
	Iteration 66Q: 3 clusters Score -1070998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1071003.875000 Penalty: 4431.162598
	Iteration 67Q: 3 clusters Score -1071004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1071011.000000 Penalty: 4431.162598
	Iteration 68Q: 3 clusters Score -1071011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1071009.625000 Penalty: 4431.162598
	Iteration 69Q: 3 clusters Score -1071010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1071009.500000 Penalty: 4431.162598
	Iteration 70Q: 3 clusters Score -1071010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1071012.625000 Penalty: 4431.162598
	Iteration 71Q: 3 clusters Score -1071013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1071013.625000 Penalty: 4431.162598
	Iteration 72Q: 3 clusters Score -1071014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1071014.500000 Penalty: 4431.162598
	Iteration 73Q: 3 clusters Score -1071014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1071015.250000 Penalty: 4431.162598
	Iteration 74Q: 3 clusters Score -1071015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1071017.375000 Penalty: 4431.162598
	Iteration 75Q: 3 clusters Score -1071017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1071017.625000 Penalty: 4431.162598
	Iteration 76Q: 3 clusters Score -1071018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1071021.750000 Penalty: 4431.162598
	Iteration 77Q: 3 clusters Score -1071022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1071025.875000 Penalty: 4431.162598
	Iteration 78Q: 3 clusters Score -1071026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1071028.500000 Penalty: 4431.162598
	Iteration 79Q: 3 clusters Score -1071028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1071032.875000 Penalty: 4431.162598
	Iteration 80F: 3 clusters Score -1071033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1071032.375000 Penalty: 4431.162598
	Iteration 81Q: 3 clusters Score -1071032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1071033.375000 Penalty: 4431.162598
	Iteration 82Q: 3 clusters Score -1071033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1071033.375000 Penalty: 4431.162598
	Iteration 83F: 3 clusters Score -1071033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -83202.710938 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -83202.71 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 338 members 
Entering Unmasked Estep 
Score: -81611.039062 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -81611.04 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82030.890625 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -82030.89 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82302.070312 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -82302.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82435.343750 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -82435.34 nChanged 26
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: -82548.039062 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -82548.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82649.210938 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -82649.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82714.867188 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -82714.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82755.859375 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -82755.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82800.398438 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -82800.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82865.820312 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -82865.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82904.007812 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -82904.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82935.453125 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -82935.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82949.156250 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -82949.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -82962.304688 Penalty: 3234.958008
	Iteration 13Q: 3 clusters Score -82962.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -82971.390625 Penalty: 3234.958008
	Iteration 14Q: 3 clusters Score -82971.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82977.789062 Penalty: 3234.958008
	Iteration 15Q: 3 clusters Score -82977.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -82981.484375 Penalty: 3234.958008
	Iteration 16Q: 3 clusters Score -82981.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -82984.070312 Penalty: 3234.958008
	Iteration 17Q: 3 clusters Score -82984.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -82986.453125 Penalty: 3234.958008
	Iteration 18Q: 3 clusters Score -82986.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82990.109375 Penalty: 3234.958008
	Iteration 19Q: 3 clusters Score -82990.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -83004.078125 Penalty: 3234.958008
	Iteration 20F: 3 clusters Score -83004.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -83012.546875 Penalty: 3234.958008
	Iteration 21Q: 3 clusters Score -83012.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -83016.078125 Penalty: 3234.958008
	Iteration 22Q: 3 clusters Score -83016.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -83017.468750 Penalty: 3234.958008
	Iteration 23Q: 3 clusters Score -83017.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -83020.781250 Penalty: 3234.958008
	Iteration 24Q: 3 clusters Score -83020.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -83030.492188 Penalty: 3234.958008
	Iteration 25Q: 3 clusters Score -83030.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -83033.414062 Penalty: 3234.958008
	Iteration 26Q: 3 clusters Score -83033.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -83035.750000 Penalty: 3234.958008
	Iteration 27Q: 3 clusters Score -83035.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -83040.773438 Penalty: 3234.958008
	Iteration 28Q: 3 clusters Score -83040.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -83049.734375 Penalty: 3234.958008
	Iteration 29Q: 3 clusters Score -83049.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -83065.562500 Penalty: 3234.958008
	Iteration 30Q: 3 clusters Score -83065.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -83073.914062 Penalty: 3234.958008
	Iteration 31Q: 3 clusters Score -83073.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -83073.914062 Penalty: 3234.958008
	Iteration 32F: 3 clusters Score -83073.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -75323.867188 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -75323.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73687.914062 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -73687.91 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73932.023438 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -73932.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74022.796875 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -74022.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74099.929688 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -74099.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74169.468750 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -74169.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74247.015625 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -74247.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74348.421875 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -74348.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74531.585938 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -74531.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74667.812500 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -74667.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74734.148438 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -74734.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74759.320312 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -74759.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74775.523438 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -74775.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74811.812500 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -74811.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74820.406250 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -74820.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74824.023438 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -74824.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74828.546875 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -74828.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74828.546875 Penalty: 3213.340576
	Iteration 16F: 3 clusters Score -74828.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -15445.695312 Penalty: 1258.643066
	Iteration 0F: 2 clusters Score -15445.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14476.098633 Penalty: 2517.286133
	Iteration 0F: 3 clusters Score -14476.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14525.741211 Penalty: 2517.286133
	Iteration 1Q: 3 clusters Score -14525.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14551.369141 Penalty: 2517.286133
	Iteration 2Q: 3 clusters Score -14551.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14566.203125 Penalty: 2517.286133
	Iteration 3Q: 3 clusters Score -14566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14587.526367 Penalty: 2517.286133
	Iteration 4Q: 3 clusters Score -14587.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14605.706055 Penalty: 2517.286133
	Iteration 5Q: 3 clusters Score -14605.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14616.627930 Penalty: 2517.286133
	Iteration 6Q: 3 clusters Score -14616.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14616.627930 Penalty: 2517.286133
	Iteration 7F: 3 clusters Score -14616.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108373 members 
Mstep: Class 4 contains 164762 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 41089 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 118999 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36017 members 
Mstep: Class 12 contains 123743 members 
Mstep: Class 13 contains 26376 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38909 members 
Mstep: Class 16 contains 107584 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35203 members 
Mstep: Class 19 contains 156099 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147130752.000000 Penalty: 79126.429688
Iteration 319Q: 24 clusters Score -1.471308e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 993 members 
Mstep: Class 1 contains 80918 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108371 members 
Mstep: Class 4 contains 164758 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 41087 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119002 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36019 members 
Mstep: Class 12 contains 123730 members 
Mstep: Class 13 contains 26375 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38910 members 
Mstep: Class 16 contains 107581 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35220 members 
Mstep: Class 19 contains 156112 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147134416.000000 Penalty: 79126.429688
Iteration 320F: 24 clusters Score -1.471344e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 937 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108375 members 
Mstep: Class 4 contains 164763 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 41087 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119005 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36017 members 
Mstep: Class 12 contains 123712 members 
Mstep: Class 13 contains 26371 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38911 members 
Mstep: Class 16 contains 107582 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35231 members 
Mstep: Class 19 contains 156116 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136336.000000 Penalty: 79126.429688
Iteration 321Q: 24 clusters Score -1.471363e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108376 members 
Mstep: Class 4 contains 164774 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 41088 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119015 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36020 members 
Mstep: Class 12 contains 123685 members 
Mstep: Class 13 contains 26370 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38912 members 
Mstep: Class 16 contains 107585 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35240 members 
Mstep: Class 19 contains 156107 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136416.000000 Penalty: 79126.429688
Iteration 322Q: 24 clusters Score -1.471364e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108381 members 
Mstep: Class 4 contains 164781 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 41086 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119031 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36020 members 
Mstep: Class 12 contains 123660 members 
Mstep: Class 13 contains 26364 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38911 members 
Mstep: Class 16 contains 107578 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35246 members 
Mstep: Class 19 contains 156119 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136400.000000 Penalty: 79126.429688
Iteration 323Q: 24 clusters Score -1.471364e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108381 members 
Mstep: Class 4 contains 164788 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 41087 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119041 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36018 members 
Mstep: Class 12 contains 123640 members 
Mstep: Class 13 contains 26364 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38914 members 
Mstep: Class 16 contains 107571 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35257 members 
Mstep: Class 19 contains 156123 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136240.000000 Penalty: 79126.429688
Iteration 324Q: 24 clusters Score -1.471362e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108377 members 
Mstep: Class 4 contains 164782 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 41090 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119050 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36023 members 
Mstep: Class 12 contains 123621 members 
Mstep: Class 13 contains 26362 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38920 members 
Mstep: Class 16 contains 107574 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35264 members 
Mstep: Class 19 contains 156127 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136320.000000 Penalty: 79126.429688
Iteration 325Q: 24 clusters Score -1.471363e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108366 members 
Mstep: Class 4 contains 164771 members 
Mstep: Class 5 contains 5315 members 
Mstep: Class 6 contains 41093 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119061 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36029 members 
Mstep: Class 12 contains 123601 members 
Mstep: Class 13 contains 26361 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38917 members 
Mstep: Class 16 contains 107578 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35277 members 
Mstep: Class 19 contains 156138 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136256.000000 Penalty: 79126.429688
Iteration 326Q: 24 clusters Score -1.471363e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108359 members 
Mstep: Class 4 contains 164761 members 
Mstep: Class 5 contains 5316 members 
Mstep: Class 6 contains 41094 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119068 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36035 members 
Mstep: Class 12 contains 123591 members 
Mstep: Class 13 contains 26358 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38919 members 
Mstep: Class 16 contains 107579 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35288 members 
Mstep: Class 19 contains 156136 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136112.000000 Penalty: 79126.429688
Iteration 327Q: 24 clusters Score -1.471361e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108356 members 
Mstep: Class 4 contains 164743 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41094 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119071 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36034 members 
Mstep: Class 12 contains 123578 members 
Mstep: Class 13 contains 26357 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38924 members 
Mstep: Class 16 contains 107572 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35299 members 
Mstep: Class 19 contains 156156 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136192.000000 Penalty: 79126.429688
Iteration 328Q: 24 clusters Score -1.471362e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80897 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108350 members 
Mstep: Class 4 contains 164734 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41093 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119080 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36032 members 
Mstep: Class 12 contains 123553 members 
Mstep: Class 13 contains 26356 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38926 members 
Mstep: Class 16 contains 107569 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35307 members 
Mstep: Class 19 contains 156182 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136208.000000 Penalty: 79126.429688
Iteration 329Q: 24 clusters Score -1.471362e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80897 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108352 members 
Mstep: Class 4 contains 164728 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41094 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119080 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36032 members 
Mstep: Class 12 contains 123534 members 
Mstep: Class 13 contains 26354 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38930 members 
Mstep: Class 16 contains 107568 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35313 members 
Mstep: Class 19 contains 156198 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136240.000000 Penalty: 79126.429688
Iteration 330Q: 24 clusters Score -1.471362e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108348 members 
Mstep: Class 4 contains 164729 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41099 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119084 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36033 members 
Mstep: Class 12 contains 123507 members 
Mstep: Class 13 contains 26354 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38930 members 
Mstep: Class 16 contains 107568 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35319 members 
Mstep: Class 19 contains 156219 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136272.000000 Penalty: 79126.429688
Iteration 331Q: 24 clusters Score -1.471363e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108345 members 
Mstep: Class 4 contains 164732 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 6 contains 41104 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119089 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36030 members 
Mstep: Class 12 contains 123491 members 
Mstep: Class 13 contains 26354 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38931 members 
Mstep: Class 16 contains 107560 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35323 members 
Mstep: Class 19 contains 156233 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136272.000000 Penalty: 79126.429688
Iteration 332Q: 24 clusters Score -1.471363e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108344 members 
Mstep: Class 4 contains 164745 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 6 contains 41102 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119094 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36031 members 
Mstep: Class 12 contains 123459 members 
Mstep: Class 13 contains 26355 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38937 members 
Mstep: Class 16 contains 107552 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35329 members 
Mstep: Class 19 contains 156248 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136400.000000 Penalty: 79126.429688
Iteration 333Q: 24 clusters Score -1.471364e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108337 members 
Mstep: Class 4 contains 164734 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41105 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119118 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36030 members 
Mstep: Class 12 contains 123446 members 
Mstep: Class 13 contains 26355 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38936 members 
Mstep: Class 16 contains 107547 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35333 members 
Mstep: Class 19 contains 156258 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136432.000000 Penalty: 79126.429688
Iteration 334Q: 24 clusters Score -1.471364e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108330 members 
Mstep: Class 4 contains 164726 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41107 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119134 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36023 members 
Mstep: Class 12 contains 123434 members 
Mstep: Class 13 contains 26350 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38935 members 
Mstep: Class 16 contains 107552 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35337 members 
Mstep: Class 19 contains 156269 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136496.000000 Penalty: 79126.429688
Iteration 335Q: 24 clusters Score -1.471365e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108328 members 
Mstep: Class 4 contains 164706 members 
Mstep: Class 5 contains 5316 members 
Mstep: Class 6 contains 41110 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119140 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36020 members 
Mstep: Class 12 contains 123425 members 
Mstep: Class 13 contains 26342 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38933 members 
Mstep: Class 16 contains 107550 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35339 members 
Mstep: Class 19 contains 156308 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136432.000000 Penalty: 79126.429688
Iteration 336Q: 24 clusters Score -1.471364e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108322 members 
Mstep: Class 4 contains 164707 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41115 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119157 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36013 members 
Mstep: Class 12 contains 123416 members 
Mstep: Class 13 contains 26334 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38929 members 
Mstep: Class 16 contains 107555 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35343 members 
Mstep: Class 19 contains 156316 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136544.000000 Penalty: 79126.429688
Iteration 337Q: 24 clusters Score -1.471365e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108317 members 
Mstep: Class 4 contains 164704 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41118 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119170 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36009 members 
Mstep: Class 12 contains 123411 members 
Mstep: Class 13 contains 26330 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38926 members 
Mstep: Class 16 contains 107553 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35347 members 
Mstep: Class 19 contains 156325 members 
Mstep: Class 20 contains 7580 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136560.000000 Penalty: 79126.429688
Iteration 338Q: 24 clusters Score -1.471366e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108314 members 
Mstep: Class 4 contains 164690 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41120 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119176 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36009 members 
Mstep: Class 12 contains 123405 members 
Mstep: Class 13 contains 26331 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38925 members 
Mstep: Class 16 contains 107550 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35354 members 
Mstep: Class 19 contains 156339 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136672.000000 Penalty: 79126.429688
Iteration 339Q: 24 clusters Score -1.471367e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108314 members 
Mstep: Class 4 contains 164676 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41124 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119187 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36005 members 
Mstep: Class 12 contains 123397 members 
Mstep: Class 13 contains 26329 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38919 members 
Mstep: Class 16 contains 107547 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 35359 members 
Mstep: Class 19 contains 156362 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136800.000000 Penalty: 79126.429688
Iteration 340F: 24 clusters Score -1.471368e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 930 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108311 members 
Mstep: Class 4 contains 164687 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41121 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119198 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36001 members 
Mstep: Class 12 contains 123383 members 
Mstep: Class 13 contains 26326 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38917 members 
Mstep: Class 16 contains 107545 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35364 members 
Mstep: Class 19 contains 156375 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136928.000000 Penalty: 79126.429688
Iteration 341Q: 24 clusters Score -1.471369e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108317 members 
Mstep: Class 4 contains 164695 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41121 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119202 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36000 members 
Mstep: Class 12 contains 123362 members 
Mstep: Class 13 contains 26326 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38924 members 
Mstep: Class 16 contains 107546 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35368 members 
Mstep: Class 19 contains 156371 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136736.000000 Penalty: 79126.429688
Iteration 342Q: 24 clusters Score -1.471367e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108316 members 
Mstep: Class 4 contains 164687 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41125 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119218 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36000 members 
Mstep: Class 12 contains 123344 members 
Mstep: Class 13 contains 26324 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38924 members 
Mstep: Class 16 contains 107551 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35378 members 
Mstep: Class 19 contains 156367 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136624.000000 Penalty: 79126.429688
Iteration 343Q: 24 clusters Score -1.471366e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108314 members 
Mstep: Class 4 contains 164678 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41129 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119235 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 36000 members 
Mstep: Class 12 contains 123327 members 
Mstep: Class 13 contains 26324 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38928 members 
Mstep: Class 16 contains 107548 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35392 members 
Mstep: Class 19 contains 156367 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136656.000000 Penalty: 79126.429688
Iteration 344Q: 24 clusters Score -1.471367e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108323 members 
Mstep: Class 4 contains 164672 members 
Mstep: Class 5 contains 5316 members 
Mstep: Class 6 contains 41128 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119234 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35998 members 
Mstep: Class 12 contains 123315 members 
Mstep: Class 13 contains 26323 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38928 members 
Mstep: Class 16 contains 107552 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35401 members 
Mstep: Class 19 contains 156379 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136720.000000 Penalty: 79126.429688
Iteration 345Q: 24 clusters Score -1.471367e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108334 members 
Mstep: Class 4 contains 164671 members 
Mstep: Class 5 contains 5316 members 
Mstep: Class 6 contains 41127 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119229 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35997 members 
Mstep: Class 12 contains 123301 members 
Mstep: Class 13 contains 26319 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38921 members 
Mstep: Class 16 contains 107561 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35413 members 
Mstep: Class 19 contains 156383 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136784.000000 Penalty: 79126.429688
Iteration 346Q: 24 clusters Score -1.471368e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108343 members 
Mstep: Class 4 contains 164673 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41126 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119223 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35995 members 
Mstep: Class 12 contains 123285 members 
Mstep: Class 13 contains 26315 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38921 members 
Mstep: Class 16 contains 107567 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35422 members 
Mstep: Class 19 contains 156386 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136688.000000 Penalty: 79126.429688
Iteration 347Q: 24 clusters Score -1.471367e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80821 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108347 members 
Mstep: Class 4 contains 164665 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41127 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119226 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35994 members 
Mstep: Class 12 contains 123270 members 
Mstep: Class 13 contains 26311 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38920 members 
Mstep: Class 16 contains 107576 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35436 members 
Mstep: Class 19 contains 156389 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136704.000000 Penalty: 79126.429688
Iteration 348Q: 24 clusters Score -1.471367e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80816 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108352 members 
Mstep: Class 4 contains 164662 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41129 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119230 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35993 members 
Mstep: Class 12 contains 123258 members 
Mstep: Class 13 contains 26307 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38916 members 
Mstep: Class 16 contains 107584 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35456 members 
Mstep: Class 19 contains 156380 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136800.000000 Penalty: 79126.429688
Iteration 349Q: 24 clusters Score -1.471368e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108360 members 
Mstep: Class 4 contains 164651 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 41128 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119223 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 123252 members 
Mstep: Class 13 contains 26306 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38916 members 
Mstep: Class 16 contains 107590 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35467 members 
Mstep: Class 19 contains 156396 members 
Mstep: Class 20 contains 7580 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136736.000000 Penalty: 79126.429688
Iteration 350Q: 24 clusters Score -1.471367e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108354 members 
Mstep: Class 4 contains 164642 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 6 contains 41126 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119232 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 123253 members 
Mstep: Class 13 contains 26306 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38918 members 
Mstep: Class 16 contains 107597 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35475 members 
Mstep: Class 19 contains 156386 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136784.000000 Penalty: 79126.429688
Iteration 351Q: 24 clusters Score -1.471368e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108353 members 
Mstep: Class 4 contains 164644 members 
Mstep: Class 5 contains 5321 members 
Mstep: Class 6 contains 41126 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119239 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35989 members 
Mstep: Class 12 contains 123243 members 
Mstep: Class 13 contains 26305 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38919 members 
Mstep: Class 16 contains 107599 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35482 members 
Mstep: Class 19 contains 156381 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136864.000000 Penalty: 79126.429688
Iteration 352Q: 24 clusters Score -1.471369e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80794 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108353 members 
Mstep: Class 4 contains 164618 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 41126 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119258 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35987 members 
Mstep: Class 12 contains 123242 members 
Mstep: Class 13 contains 26303 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38911 members 
Mstep: Class 16 contains 107603 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35493 members 
Mstep: Class 19 contains 156392 members 
Mstep: Class 20 contains 7578 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136960.000000 Penalty: 79126.429688
Iteration 353Q: 24 clusters Score -1.47137e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108353 members 
Mstep: Class 4 contains 164615 members 
Mstep: Class 5 contains 5322 members 
Mstep: Class 6 contains 41127 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119276 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35985 members 
Mstep: Class 12 contains 123230 members 
Mstep: Class 13 contains 26302 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38909 members 
Mstep: Class 16 contains 107605 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35495 members 
Mstep: Class 19 contains 156403 members 
Mstep: Class 20 contains 7578 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136992.000000 Penalty: 79126.429688
Iteration 354Q: 24 clusters Score -1.47137e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108361 members 
Mstep: Class 4 contains 164635 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 41123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119274 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35979 members 
Mstep: Class 12 contains 123221 members 
Mstep: Class 13 contains 26306 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38913 members 
Mstep: Class 16 contains 107609 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35495 members 
Mstep: Class 19 contains 156393 members 
Mstep: Class 20 contains 7580 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136880.000000 Penalty: 79126.429688
Iteration 355Q: 24 clusters Score -1.471369e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108359 members 
Mstep: Class 4 contains 164652 members 
Mstep: Class 5 contains 5324 members 
Mstep: Class 6 contains 41124 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119283 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35976 members 
Mstep: Class 12 contains 123215 members 
Mstep: Class 13 contains 26309 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38913 members 
Mstep: Class 16 contains 107612 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35504 members 
Mstep: Class 19 contains 156370 members 
Mstep: Class 20 contains 7580 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136784.000000 Penalty: 79126.429688
Iteration 356Q: 24 clusters Score -1.471368e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108355 members 
Mstep: Class 4 contains 164662 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 41124 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119292 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35977 members 
Mstep: Class 12 contains 123200 members 
Mstep: Class 13 contains 26306 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38914 members 
Mstep: Class 16 contains 107613 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35504 members 
Mstep: Class 19 contains 156374 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136912.000000 Penalty: 79126.429688
Iteration 357Q: 24 clusters Score -1.471369e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108356 members 
Mstep: Class 4 contains 164662 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 41123 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119304 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35982 members 
Mstep: Class 12 contains 123178 members 
Mstep: Class 13 contains 26302 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38918 members 
Mstep: Class 16 contains 107609 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35505 members 
Mstep: Class 19 contains 156382 members 
Mstep: Class 20 contains 7580 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147136960.000000 Penalty: 79126.429688
Iteration 358Q: 24 clusters Score -1.47137e+08 nChanged 169
Entering ConstructFrom: 
Score: -147136960.000000 Penalty: 79126.429688
Entering ConstructFrom: 
Trying to split cluster 1 (80756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80756 members 
Entering Unmasked Estep 
Score: -11484232.000000 Penalty: 2802.198486
	Iteration 0F: 2 clusters Score -1.148423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -11430129.000000 Penalty: 5604.396973
	Iteration 0F: 3 clusters Score -1.143013e+07 nChanged 38040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -11452017.000000 Penalty: 5604.396973
	Iteration 1F: 3 clusters Score -1.145202e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -11452853.000000 Penalty: 5604.396973
	Iteration 2Q: 3 clusters Score -1.145285e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -11453876.000000 Penalty: 5604.396973
	Iteration 3Q: 3 clusters Score -1.145388e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -11455217.000000 Penalty: 5604.396973
	Iteration 4Q: 3 clusters Score -1.145522e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -11457187.000000 Penalty: 5604.396973
	Iteration 5Q: 3 clusters Score -1.145719e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -11459988.000000 Penalty: 5604.396973
	Iteration 6F: 3 clusters Score -1.145999e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -11463816.000000 Penalty: 5604.396973
	Iteration 7F: 3 clusters Score -1.146382e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -11468222.000000 Penalty: 5604.396973
	Iteration 8F: 3 clusters Score -1.146822e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -11472900.000000 Penalty: 5604.396973
	Iteration 9F: 3 clusters Score -1.14729e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -11476717.000000 Penalty: 5604.396973
	Iteration 10F: 3 clusters Score -1.147672e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -11479197.000000 Penalty: 5604.396973
	Iteration 11Q: 3 clusters Score -1.14792e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -11480572.000000 Penalty: 5604.396973
	Iteration 12Q: 3 clusters Score -1.148057e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -11481453.000000 Penalty: 5604.396973
	Iteration 13Q: 3 clusters Score -1.148145e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -11481816.000000 Penalty: 5604.396973
	Iteration 14Q: 3 clusters Score -1.148182e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -11482007.000000 Penalty: 5604.396973
	Iteration 15Q: 3 clusters Score -1.148201e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -11482093.000000 Penalty: 5604.396973
	Iteration 16Q: 3 clusters Score -1.148209e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -11482143.000000 Penalty: 5604.396973
	Iteration 17Q: 3 clusters Score -1.148214e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -11482162.000000 Penalty: 5604.396973
	Iteration 18Q: 3 clusters Score -1.148216e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78891 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -11482165.000000 Penalty: 5604.396973
	Iteration 19Q: 3 clusters Score -1.148216e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -11482172.000000 Penalty: 5604.396973
	Iteration 20F: 3 clusters Score -1.148217e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -11482202.000000 Penalty: 5604.396973
	Iteration 21Q: 3 clusters Score -1.14822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -11482207.000000 Penalty: 5604.396973
	Iteration 22Q: 3 clusters Score -1.148221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -11482236.000000 Penalty: 5604.396973
	Iteration 23Q: 3 clusters Score -1.148224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -11482227.000000 Penalty: 5604.396973
	Iteration 24Q: 3 clusters Score -1.148223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -11482234.000000 Penalty: 5604.396973
	Iteration 25Q: 3 clusters Score -1.148223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -11482233.000000 Penalty: 5604.396973
	Iteration 26Q: 3 clusters Score -1.148223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -11482249.000000 Penalty: 5604.396973
	Iteration 27Q: 3 clusters Score -1.148225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -11482237.000000 Penalty: 5604.396973
	Iteration 28Q: 3 clusters Score -1.148224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11482238.000000 Penalty: 5604.396973
	Iteration 29Q: 3 clusters Score -1.148224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -11482247.000000 Penalty: 5604.396973
	Iteration 30Q: 3 clusters Score -1.148225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -11482246.000000 Penalty: 5604.396973
	Iteration 31Q: 3 clusters Score -1.148225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78966 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -11482242.000000 Penalty: 5604.396973
	Iteration 32Q: 3 clusters Score -1.148224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -11482240.000000 Penalty: 5604.396973
	Iteration 33Q: 3 clusters Score -1.148224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -11482240.000000 Penalty: 5604.396973
	Iteration 34F: 3 clusters Score -1.148224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -26508.255859 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -26508.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25417.662109 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -25417.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25513.726562 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -25513.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25542.060547 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -25542.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25544.589844 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -25544.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25544.589844 Penalty: 2666.138184
	Iteration 4F: 3 clusters Score -25544.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108357 members 
Entering Unmasked Estep 
Score: -15421654.000000 Penalty: 2875.110107
	Iteration 0F: 2 clusters Score -1.542165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -15351125.000000 Penalty: 5750.220215
	Iteration 0F: 3 clusters Score -1.535112e+07 nChanged 51360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -15380787.000000 Penalty: 5750.220215
	Iteration 1F: 3 clusters Score -1.538079e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -15382273.000000 Penalty: 5750.220215
	Iteration 2Q: 3 clusters Score -1.538227e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -15384333.000000 Penalty: 5750.220215
	Iteration 3Q: 3 clusters Score -1.538433e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -15387392.000000 Penalty: 5750.220215
	Iteration 4F: 3 clusters Score -1.538739e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -15391714.000000 Penalty: 5750.220215
	Iteration 5F: 3 clusters Score -1.539171e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -15396976.000000 Penalty: 5750.220215
	Iteration 6F: 3 clusters Score -1.539698e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -15402526.000000 Penalty: 5750.220215
	Iteration 7F: 3 clusters Score -1.540253e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -15407588.000000 Penalty: 5750.220215
	Iteration 8F: 3 clusters Score -1.540759e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -15410814.000000 Penalty: 5750.220215
	Iteration 9Q: 3 clusters Score -1.541081e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 85021 members 
Entering Unmasked Estep 
Score: -15412790.000000 Penalty: 5750.220215
	Iteration 10Q: 3 clusters Score -1.541279e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 87245 members 
Entering Unmasked Estep 
Score: -15414108.000000 Penalty: 5750.220215
	Iteration 11Q: 3 clusters Score -1.541411e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 89241 members 
Entering Unmasked Estep 
Score: -15415094.000000 Penalty: 5750.220215
	Iteration 12Q: 3 clusters Score -1.541509e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 91083 members 
Entering Unmasked Estep 
Score: -15415883.000000 Penalty: 5750.220215
	Iteration 13Q: 3 clusters Score -1.541588e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -15416508.000000 Penalty: 5750.220215
	Iteration 14Q: 3 clusters Score -1.541651e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 94233 members 
Entering Unmasked Estep 
Score: -15417100.000000 Penalty: 5750.220215
	Iteration 15Q: 3 clusters Score -1.54171e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -15417537.000000 Penalty: 5750.220215
	Iteration 16Q: 3 clusters Score -1.541754e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -15417986.000000 Penalty: 5750.220215
	Iteration 17Q: 3 clusters Score -1.541799e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 97968 members 
Entering Unmasked Estep 
Score: -15418316.000000 Penalty: 5750.220215
	Iteration 18Q: 3 clusters Score -1.541832e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 98998 members 
Entering Unmasked Estep 
Score: -15418594.000000 Penalty: 5750.220215
	Iteration 19Q: 3 clusters Score -1.541859e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 99870 members 
Entering Unmasked Estep 
Score: -15418870.000000 Penalty: 5750.220215
	Iteration 20F: 3 clusters Score -1.541887e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -15419020.000000 Penalty: 5750.220215
	Iteration 21Q: 3 clusters Score -1.541902e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 101214 members 
Entering Unmasked Estep 
Score: -15419183.000000 Penalty: 5750.220215
	Iteration 22Q: 3 clusters Score -1.541918e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -15419361.000000 Penalty: 5750.220215
	Iteration 23Q: 3 clusters Score -1.541936e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 102165 members 
Entering Unmasked Estep 
Score: -15419466.000000 Penalty: 5750.220215
	Iteration 24Q: 3 clusters Score -1.541947e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -15419559.000000 Penalty: 5750.220215
	Iteration 25Q: 3 clusters Score -1.541956e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 102886 members 
Entering Unmasked Estep 
Score: -15419643.000000 Penalty: 5750.220215
	Iteration 26Q: 3 clusters Score -1.541964e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -15419729.000000 Penalty: 5750.220215
	Iteration 27Q: 3 clusters Score -1.541973e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 103443 members 
Entering Unmasked Estep 
Score: -15419755.000000 Penalty: 5750.220215
	Iteration 28Q: 3 clusters Score -1.541976e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -15419852.000000 Penalty: 5750.220215
	Iteration 29Q: 3 clusters Score -1.541985e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
Score: -15419913.000000 Penalty: 5750.220215
	Iteration 30Q: 3 clusters Score -1.541991e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 104051 members 
Entering Unmasked Estep 
Score: -15419963.000000 Penalty: 5750.220215
	Iteration 31Q: 3 clusters Score -1.541996e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 104215 members 
Entering Unmasked Estep 
Score: -15419976.000000 Penalty: 5750.220215
	Iteration 32Q: 3 clusters Score -1.541998e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 104332 members 
Entering Unmasked Estep 
Score: -15419998.000000 Penalty: 5750.220215
	Iteration 33Q: 3 clusters Score -1.542e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -15420024.000000 Penalty: 5750.220215
	Iteration 34Q: 3 clusters Score -1.542002e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -15420020.000000 Penalty: 5750.220215
	Iteration 35Q: 3 clusters Score -1.542002e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 104606 members 
Entering Unmasked Estep 
Score: -15420042.000000 Penalty: 5750.220215
	Iteration 36Q: 3 clusters Score -1.542004e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 104681 members 
Entering Unmasked Estep 
Score: -15420044.000000 Penalty: 5750.220215
	Iteration 37Q: 3 clusters Score -1.542004e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -15420043.000000 Penalty: 5750.220215
	Iteration 38Q: 3 clusters Score -1.542004e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 104773 members 
Entering Unmasked Estep 
Score: -15420029.000000 Penalty: 5750.220215
	Iteration 39Q: 3 clusters Score -1.542003e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 104814 members 
Entering Unmasked Estep 
Score: -15420018.000000 Penalty: 5750.220215
	Iteration 40F: 3 clusters Score -1.542002e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -15420031.000000 Penalty: 5750.220215
	Iteration 41Q: 3 clusters Score -1.542003e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 104882 members 
Entering Unmasked Estep 
Score: -15420043.000000 Penalty: 5750.220215
	Iteration 42Q: 3 clusters Score -1.542004e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 104919 members 
Entering Unmasked Estep 
Score: -15420064.000000 Penalty: 5750.220215
	Iteration 43Q: 3 clusters Score -1.542006e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 104958 members 
Entering Unmasked Estep 
Score: -15420056.000000 Penalty: 5750.220215
	Iteration 44Q: 3 clusters Score -1.542006e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -15420073.000000 Penalty: 5750.220215
	Iteration 45Q: 3 clusters Score -1.542007e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -15420081.000000 Penalty: 5750.220215
	Iteration 46Q: 3 clusters Score -1.542008e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -15420079.000000 Penalty: 5750.220215
	Iteration 47Q: 3 clusters Score -1.542008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -15420091.000000 Penalty: 5750.220215
	Iteration 48Q: 3 clusters Score -1.542009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 105138 members 
Entering Unmasked Estep 
Score: -15420096.000000 Penalty: 5750.220215
	Iteration 49Q: 3 clusters Score -1.54201e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 105165 members 
Entering Unmasked Estep 
Score: -15420090.000000 Penalty: 5750.220215
	Iteration 50Q: 3 clusters Score -1.542009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -15420092.000000 Penalty: 5750.220215
	Iteration 51Q: 3 clusters Score -1.542009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 105201 members 
Entering Unmasked Estep 
Score: -15420103.000000 Penalty: 5750.220215
	Iteration 52Q: 3 clusters Score -1.54201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -15420100.000000 Penalty: 5750.220215
	Iteration 53Q: 3 clusters Score -1.54201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 105229 members 
Entering Unmasked Estep 
Score: -15420097.000000 Penalty: 5750.220215
	Iteration 54Q: 3 clusters Score -1.54201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 105243 members 
Entering Unmasked Estep 
Score: -15420097.000000 Penalty: 5750.220215
	Iteration 55Q: 3 clusters Score -1.54201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -15420080.000000 Penalty: 5750.220215
	Iteration 56Q: 3 clusters Score -1.542008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 105266 members 
Entering Unmasked Estep 
Score: -15420077.000000 Penalty: 5750.220215
	Iteration 57Q: 3 clusters Score -1.542008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 105273 members 
Entering Unmasked Estep 
Score: -15420075.000000 Penalty: 5750.220215
	Iteration 58Q: 3 clusters Score -1.542008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 105277 members 
Entering Unmasked Estep 
Score: -15420075.000000 Penalty: 5750.220215
	Iteration 59Q: 3 clusters Score -1.542008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 105282 members 
Entering Unmasked Estep 
Score: -15420063.000000 Penalty: 5750.220215
	Iteration 60F: 3 clusters Score -1.542006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 105291 members 
Entering Unmasked Estep 
Score: -15420062.000000 Penalty: 5750.220215
	Iteration 61Q: 3 clusters Score -1.542006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -15420056.000000 Penalty: 5750.220215
	Iteration 62Q: 3 clusters Score -1.542006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 105298 members 
Entering Unmasked Estep 
Score: -15420064.000000 Penalty: 5750.220215
	Iteration 63Q: 3 clusters Score -1.542006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 105300 members 
Entering Unmasked Estep 
Score: -15420069.000000 Penalty: 5750.220215
	Iteration 64Q: 3 clusters Score -1.542007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 105302 members 
Entering Unmasked Estep 
Score: -15420066.000000 Penalty: 5750.220215
	Iteration 65Q: 3 clusters Score -1.542007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 105303 members 
Entering Unmasked Estep 
Score: -15420069.000000 Penalty: 5750.220215
	Iteration 66Q: 3 clusters Score -1.542007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 105305 members 
Entering Unmasked Estep 
Score: -15420057.000000 Penalty: 5750.220215
	Iteration 67Q: 3 clusters Score -1.542006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -15420066.000000 Penalty: 5750.220215
	Iteration 68Q: 3 clusters Score -1.542007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 105309 members 
Entering Unmasked Estep 
Score: -15420062.000000 Penalty: 5750.220215
	Iteration 69Q: 3 clusters Score -1.542006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 105312 members 
Entering Unmasked Estep 
Score: -15420076.000000 Penalty: 5750.220215
	Iteration 70Q: 3 clusters Score -1.542008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 105313 members 
Entering Unmasked Estep 
Score: -15420082.000000 Penalty: 5750.220215
	Iteration 71Q: 3 clusters Score -1.542008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 105313 members 
Entering Unmasked Estep 
Score: -15420082.000000 Penalty: 5750.220215
	Iteration 72F: 3 clusters Score -1.542008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (164654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164654 members 
Entering Unmasked Estep 
Score: -23079190.000000 Penalty: 2978.877197
	Iteration 0F: 2 clusters Score -2.307919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 82545 members 
Entering Unmasked Estep 
Score: -22974880.000000 Penalty: 5957.754395
	Iteration 0F: 3 clusters Score -2.297488e+07 nChanged 79021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 87454 members 
Entering Unmasked Estep 
Score: -23020432.000000 Penalty: 5957.754395
	Iteration 1F: 3 clusters Score -2.302043e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -23021596.000000 Penalty: 5957.754395
	Iteration 2Q: 3 clusters Score -2.30216e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69350 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -23023368.000000 Penalty: 5957.754395
	Iteration 3Q: 3 clusters Score -2.302337e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -23026556.000000 Penalty: 5957.754395
	Iteration 4Q: 3 clusters Score -2.302656e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 112755 members 
Entering Unmasked Estep 
Score: -23032982.000000 Penalty: 5957.754395
	Iteration 5F: 3 clusters Score -2.303298e+07 nChanged 13698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 126339 members 
Entering Unmasked Estep 
Score: -23043852.000000 Penalty: 5957.754395
	Iteration 6F: 3 clusters Score -2.304385e+07 nChanged 15123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 141438 members 
Entering Unmasked Estep 
Score: -23058088.000000 Penalty: 5957.754395
	Iteration 7F: 3 clusters Score -2.305809e+07 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 154017 members 
Entering Unmasked Estep 
Score: -23069524.000000 Penalty: 5957.754395
	Iteration 8F: 3 clusters Score -2.306952e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 160783 members 
Entering Unmasked Estep 
Score: -23074040.000000 Penalty: 5957.754395
	Iteration 9Q: 3 clusters Score -2.307404e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 163259 members 
Entering Unmasked Estep 
Score: -23075738.000000 Penalty: 5957.754395
	Iteration 10Q: 3 clusters Score -2.307574e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 163985 members 
Entering Unmasked Estep 
Score: -23076296.000000 Penalty: 5957.754395
	Iteration 11Q: 3 clusters Score -2.30763e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 164196 members 
Entering Unmasked Estep 
Score: -23076504.000000 Penalty: 5957.754395
	Iteration 12Q: 3 clusters Score -2.30765e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 164271 members 
Entering Unmasked Estep 
Score: -23076576.000000 Penalty: 5957.754395
	Iteration 13Q: 3 clusters Score -2.307658e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 164302 members 
Entering Unmasked Estep 
Score: -23076584.000000 Penalty: 5957.754395
	Iteration 14Q: 3 clusters Score -2.307658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 164321 members 
Entering Unmasked Estep 
Score: -23076630.000000 Penalty: 5957.754395
	Iteration 15Q: 3 clusters Score -2.307663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 164341 members 
Entering Unmasked Estep 
Score: -23076646.000000 Penalty: 5957.754395
	Iteration 16Q: 3 clusters Score -2.307665e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 164347 members 
Entering Unmasked Estep 
Score: -23076692.000000 Penalty: 5957.754395
	Iteration 17Q: 3 clusters Score -2.307669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 164353 members 
Entering Unmasked Estep 
Score: -23076706.000000 Penalty: 5957.754395
	Iteration 18Q: 3 clusters Score -2.307671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 164353 members 
Entering Unmasked Estep 
Score: -23076730.000000 Penalty: 5957.754395
	Iteration 19Q: 3 clusters Score -2.307673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 164357 members 
Entering Unmasked Estep 
Score: -23076722.000000 Penalty: 5957.754395
	Iteration 20F: 3 clusters Score -2.307672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 164358 members 
Entering Unmasked Estep 
Score: -23076716.000000 Penalty: 5957.754395
	Iteration 21Q: 3 clusters Score -2.307672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 164357 members 
Entering Unmasked Estep 
Score: -23076746.000000 Penalty: 5957.754395
	Iteration 22Q: 3 clusters Score -2.307675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 164358 members 
Entering Unmasked Estep 
Score: -23076742.000000 Penalty: 5957.754395
	Iteration 23Q: 3 clusters Score -2.307674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 164358 members 
Entering Unmasked Estep 
Score: -23076742.000000 Penalty: 5957.754395
	Iteration 24F: 3 clusters Score -2.307674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -748189.062500 Penalty: 2127.974854
	Iteration 0F: 2 clusters Score -748189.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -743448.812500 Penalty: 4255.949707
	Iteration 0F: 3 clusters Score -743448.8 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -744970.187500 Penalty: 4255.949707
	Iteration 1F: 3 clusters Score -744970.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -745726.750000 Penalty: 4255.949707
	Iteration 2F: 3 clusters Score -745726.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -746349.375000 Penalty: 4255.949707
	Iteration 3F: 3 clusters Score -746349.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -746966.687500 Penalty: 4255.949707
	Iteration 4F: 3 clusters Score -746966.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -747394.312500 Penalty: 4255.949707
	Iteration 5F: 3 clusters Score -747394.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -747706.562500 Penalty: 4255.949707
	Iteration 6Q: 3 clusters Score -747706.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -747907.375000 Penalty: 4255.949707
	Iteration 7Q: 3 clusters Score -747907.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -748018.937500 Penalty: 4255.949707
	Iteration 8Q: 3 clusters Score -748018.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -748144.375000 Penalty: 4255.949707
	Iteration 9Q: 3 clusters Score -748144.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -748291.625000 Penalty: 4255.949707
	Iteration 10Q: 3 clusters Score -748291.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -748360.437500 Penalty: 4255.949707
	Iteration 11Q: 3 clusters Score -748360.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -748368.437500 Penalty: 4255.949707
	Iteration 12Q: 3 clusters Score -748368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -748371.750000 Penalty: 4255.949707
	Iteration 13Q: 3 clusters Score -748371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -748372.562500 Penalty: 4255.949707
	Iteration 14Q: 3 clusters Score -748372.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -748373.875000 Penalty: 4255.949707
	Iteration 15Q: 3 clusters Score -748373.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -748374.250000 Penalty: 4255.949707
	Iteration 16Q: 3 clusters Score -748374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -748374.250000 Penalty: 4255.949707
	Iteration 17F: 3 clusters Score -748374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108357 members 
Mstep: Class 4 contains 164654 members 
Mstep: Class 5 contains 4324 members 
Mstep: Class 6 contains 41120 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119315 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35977 members 
Mstep: Class 12 contains 123162 members 
Mstep: Class 13 contains 26304 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38921 members 
Mstep: Class 16 contains 107608 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35513 members 
Mstep: Class 19 contains 156388 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Mstep: Class 24 contains 1003 members 
Entering Unmasked Estep 
Score: -147136112.000000 Penalty: 82566.710938
Splitting cluster 5 changes total score from -147136960.000000 to -147136112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (41120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Entering Unmasked Estep 
Score: -5875433.500000 Penalty: 2634.813965
	Iteration 0F: 2 clusters Score -5875434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -5847628.500000 Penalty: 5269.627930
	Iteration 0F: 3 clusters Score -5847628 nChanged 18929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5857912.500000 Penalty: 5269.627930
	Iteration 1F: 3 clusters Score -5857912 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -5858477.000000 Penalty: 5269.627930
	Iteration 2Q: 3 clusters Score -5858477 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -5859040.500000 Penalty: 5269.627930
	Iteration 3Q: 3 clusters Score -5859040 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -5859639.000000 Penalty: 5269.627930
	Iteration 4Q: 3 clusters Score -5859639 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5860350.000000 Penalty: 5269.627930
	Iteration 5Q: 3 clusters Score -5860350 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -5861258.500000 Penalty: 5269.627930
	Iteration 6Q: 3 clusters Score -5861258 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -5862518.000000 Penalty: 5269.627930
	Iteration 7Q: 3 clusters Score -5862518 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -5864077.500000 Penalty: 5269.627930
	Iteration 8F: 3 clusters Score -5864078 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -5865914.000000 Penalty: 5269.627930
	Iteration 9F: 3 clusters Score -5865914 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -5867676.500000 Penalty: 5269.627930
	Iteration 10F: 3 clusters Score -5867676 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -5868839.500000 Penalty: 5269.627930
	Iteration 11Q: 3 clusters Score -5868840 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -5869617.000000 Penalty: 5269.627930
	Iteration 12Q: 3 clusters Score -5869617 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -5870217.500000 Penalty: 5269.627930
	Iteration 13Q: 3 clusters Score -5870218 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -5870710.500000 Penalty: 5269.627930
	Iteration 14Q: 3 clusters Score -5870710 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -5870999.000000 Penalty: 5269.627930
	Iteration 15Q: 3 clusters Score -5870999 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5871302.000000 Penalty: 5269.627930
	Iteration 16Q: 3 clusters Score -5871302 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5871579.000000 Penalty: 5269.627930
	Iteration 17Q: 3 clusters Score -5871579 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5871821.500000 Penalty: 5269.627930
	Iteration 18Q: 3 clusters Score -5871822 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5872022.000000 Penalty: 5269.627930
	Iteration 19Q: 3 clusters Score -5872022 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5872189.500000 Penalty: 5269.627930
	Iteration 20F: 3 clusters Score -5872190 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5872362.000000 Penalty: 5269.627930
	Iteration 21Q: 3 clusters Score -5872362 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5872492.000000 Penalty: 5269.627930
	Iteration 22Q: 3 clusters Score -5872492 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5872601.000000 Penalty: 5269.627930
	Iteration 23Q: 3 clusters Score -5872601 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5872693.000000 Penalty: 5269.627930
	Iteration 24Q: 3 clusters Score -5872693 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5872785.000000 Penalty: 5269.627930
	Iteration 25Q: 3 clusters Score -5872785 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5872832.000000 Penalty: 5269.627930
	Iteration 26Q: 3 clusters Score -5872832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5872896.500000 Penalty: 5269.627930
	Iteration 27Q: 3 clusters Score -5872896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5872943.500000 Penalty: 5269.627930
	Iteration 28Q: 3 clusters Score -5872944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5872968.000000 Penalty: 5269.627930
	Iteration 29Q: 3 clusters Score -5872968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5873002.000000 Penalty: 5269.627930
	Iteration 30Q: 3 clusters Score -5873002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5873023.500000 Penalty: 5269.627930
	Iteration 31Q: 3 clusters Score -5873024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5873056.500000 Penalty: 5269.627930
	Iteration 32Q: 3 clusters Score -5873056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5873075.000000 Penalty: 5269.627930
	Iteration 33Q: 3 clusters Score -5873075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5873107.500000 Penalty: 5269.627930
	Iteration 34Q: 3 clusters Score -5873108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5873136.000000 Penalty: 5269.627930
	Iteration 35Q: 3 clusters Score -5873136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5873149.500000 Penalty: 5269.627930
	Iteration 36Q: 3 clusters Score -5873150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5873159.500000 Penalty: 5269.627930
	Iteration 37Q: 3 clusters Score -5873160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5873172.000000 Penalty: 5269.627930
	Iteration 38Q: 3 clusters Score -5873172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5873185.500000 Penalty: 5269.627930
	Iteration 39Q: 3 clusters Score -5873186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5873188.500000 Penalty: 5269.627930
	Iteration 40F: 3 clusters Score -5873188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5873197.000000 Penalty: 5269.627930
	Iteration 41Q: 3 clusters Score -5873197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5873205.500000 Penalty: 5269.627930
	Iteration 42Q: 3 clusters Score -5873206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5873211.500000 Penalty: 5269.627930
	Iteration 43Q: 3 clusters Score -5873212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5873215.500000 Penalty: 5269.627930
	Iteration 44Q: 3 clusters Score -5873216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5873218.500000 Penalty: 5269.627930
	Iteration 45Q: 3 clusters Score -5873218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5873218.500000 Penalty: 5269.627930
	Iteration 46Q: 3 clusters Score -5873218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5873228.000000 Penalty: 5269.627930
	Iteration 47Q: 3 clusters Score -5873228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5873227.000000 Penalty: 5269.627930
	Iteration 48Q: 3 clusters Score -5873227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5873235.500000 Penalty: 5269.627930
	Iteration 49Q: 3 clusters Score -5873236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5873242.000000 Penalty: 5269.627930
	Iteration 50Q: 3 clusters Score -5873242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5873244.500000 Penalty: 5269.627930
	Iteration 51Q: 3 clusters Score -5873244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5873245.500000 Penalty: 5269.627930
	Iteration 52Q: 3 clusters Score -5873246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5873243.000000 Penalty: 5269.627930
	Iteration 53Q: 3 clusters Score -5873243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5873246.500000 Penalty: 5269.627930
	Iteration 54Q: 3 clusters Score -5873246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5873249.500000 Penalty: 5269.627930
	Iteration 55Q: 3 clusters Score -5873250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5873253.500000 Penalty: 5269.627930
	Iteration 56Q: 3 clusters Score -5873254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5873255.500000 Penalty: 5269.627930
	Iteration 57Q: 3 clusters Score -5873256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5873257.000000 Penalty: 5269.627930
	Iteration 58Q: 3 clusters Score -5873257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5873261.500000 Penalty: 5269.627930
	Iteration 59Q: 3 clusters Score -5873262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5873263.500000 Penalty: 5269.627930
	Iteration 60F: 3 clusters Score -5873264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5873268.500000 Penalty: 5269.627930
	Iteration 61Q: 3 clusters Score -5873268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5873265.500000 Penalty: 5269.627930
	Iteration 62Q: 3 clusters Score -5873266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5873265.500000 Penalty: 5269.627930
	Iteration 63F: 3 clusters Score -5873266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -326760.687500 Penalty: 1926.386475
	Iteration 0F: 2 clusters Score -326760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -323898.343750 Penalty: 3852.772949
	Iteration 0F: 3 clusters Score -323898.3 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -324511.687500 Penalty: 3852.772949
	Iteration 1F: 3 clusters Score -324511.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -324868.687500 Penalty: 3852.772949
	Iteration 2F: 3 clusters Score -324868.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -325316.156250 Penalty: 3852.772949
	Iteration 3F: 3 clusters Score -325316.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -325645.625000 Penalty: 3852.772949
	Iteration 4F: 3 clusters Score -325645.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -325873.312500 Penalty: 3852.772949
	Iteration 5F: 3 clusters Score -325873.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -325994.250000 Penalty: 3852.772949
	Iteration 6Q: 3 clusters Score -325994.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -326062.312500 Penalty: 3852.772949
	Iteration 7Q: 3 clusters Score -326062.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -326104.125000 Penalty: 3852.772949
	Iteration 8Q: 3 clusters Score -326104.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -326129.500000 Penalty: 3852.772949
	Iteration 9Q: 3 clusters Score -326129.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -326147.093750 Penalty: 3852.772949
	Iteration 10Q: 3 clusters Score -326147.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -326162.687500 Penalty: 3852.772949
	Iteration 11Q: 3 clusters Score -326162.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -326175.656250 Penalty: 3852.772949
	Iteration 12Q: 3 clusters Score -326175.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -326181.781250 Penalty: 3852.772949
	Iteration 13Q: 3 clusters Score -326181.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -326190.781250 Penalty: 3852.772949
	Iteration 14Q: 3 clusters Score -326190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -326192.843750 Penalty: 3852.772949
	Iteration 15Q: 3 clusters Score -326192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -326193.937500 Penalty: 3852.772949
	Iteration 16Q: 3 clusters Score -326193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -326193.937500 Penalty: 3852.772949
	Iteration 17F: 3 clusters Score -326193.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (119315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119315 members 
Entering Unmasked Estep 
Score: -17003836.000000 Penalty: 2899.001709
	Iteration 0F: 2 clusters Score -1.700384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -16925044.000000 Penalty: 5798.003418
	Iteration 0F: 3 clusters Score -1.692504e+07 nChanged 56773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -16957618.000000 Penalty: 5798.003418
	Iteration 1F: 3 clusters Score -1.695762e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -16958490.000000 Penalty: 5798.003418
	Iteration 2Q: 3 clusters Score -1.695849e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -16959330.000000 Penalty: 5798.003418
	Iteration 3Q: 3 clusters Score -1.695933e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -16960586.000000 Penalty: 5798.003418
	Iteration 4Q: 3 clusters Score -1.696059e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -16962114.000000 Penalty: 5798.003418
	Iteration 5Q: 3 clusters Score -1.696211e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -16964342.000000 Penalty: 5798.003418
	Iteration 6Q: 3 clusters Score -1.696434e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -16967540.000000 Penalty: 5798.003418
	Iteration 7Q: 3 clusters Score -1.696754e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -16972030.000000 Penalty: 5798.003418
	Iteration 8F: 3 clusters Score -1.697203e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -16977556.000000 Penalty: 5798.003418
	Iteration 9F: 3 clusters Score -1.697756e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -16982856.000000 Penalty: 5798.003418
	Iteration 10F: 3 clusters Score -1.698286e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -16986576.000000 Penalty: 5798.003418
	Iteration 11Q: 3 clusters Score -1.698658e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89764 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -16988454.000000 Penalty: 5798.003418
	Iteration 12Q: 3 clusters Score -1.698845e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -16989870.000000 Penalty: 5798.003418
	Iteration 13Q: 3 clusters Score -1.698987e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -16991012.000000 Penalty: 5798.003418
	Iteration 14Q: 3 clusters Score -1.699101e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -16991956.000000 Penalty: 5798.003418
	Iteration 15Q: 3 clusters Score -1.699196e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -16992844.000000 Penalty: 5798.003418
	Iteration 16Q: 3 clusters Score -1.699284e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99054 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -16993706.000000 Penalty: 5798.003418
	Iteration 17Q: 3 clusters Score -1.699371e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -16994458.000000 Penalty: 5798.003418
	Iteration 18Q: 3 clusters Score -1.699446e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101932 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -16995176.000000 Penalty: 5798.003418
	Iteration 19Q: 3 clusters Score -1.699518e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103191 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -16995754.000000 Penalty: 5798.003418
	Iteration 20F: 3 clusters Score -1.699575e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -16996320.000000 Penalty: 5798.003418
	Iteration 21Q: 3 clusters Score -1.699632e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -16996816.000000 Penalty: 5798.003418
	Iteration 22Q: 3 clusters Score -1.699682e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -16997224.000000 Penalty: 5798.003418
	Iteration 23Q: 3 clusters Score -1.699722e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -16997610.000000 Penalty: 5798.003418
	Iteration 24Q: 3 clusters Score -1.699761e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108596 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -16998042.000000 Penalty: 5798.003418
	Iteration 25Q: 3 clusters Score -1.699804e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -16998380.000000 Penalty: 5798.003418
	Iteration 26Q: 3 clusters Score -1.699838e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110416 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -16998606.000000 Penalty: 5798.003418
	Iteration 27Q: 3 clusters Score -1.699861e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111209 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -16998902.000000 Penalty: 5798.003418
	Iteration 28Q: 3 clusters Score -1.69989e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111994 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -16999192.000000 Penalty: 5798.003418
	Iteration 29Q: 3 clusters Score -1.699919e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112689 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -16999406.000000 Penalty: 5798.003418
	Iteration 30Q: 3 clusters Score -1.699941e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113309 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -16999644.000000 Penalty: 5798.003418
	Iteration 31Q: 3 clusters Score -1.699964e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113894 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -16999832.000000 Penalty: 5798.003418
	Iteration 32Q: 3 clusters Score -1.699983e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114416 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -17000032.000000 Penalty: 5798.003418
	Iteration 33Q: 3 clusters Score -1.700003e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114846 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -17000194.000000 Penalty: 5798.003418
	Iteration 34Q: 3 clusters Score -1.700019e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115238 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -17000358.000000 Penalty: 5798.003418
	Iteration 35Q: 3 clusters Score -1.700036e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115581 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -17000568.000000 Penalty: 5798.003418
	Iteration 36Q: 3 clusters Score -1.700057e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115919 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -17000648.000000 Penalty: 5798.003418
	Iteration 37Q: 3 clusters Score -1.700065e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -17000768.000000 Penalty: 5798.003418
	Iteration 38Q: 3 clusters Score -1.700077e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -17000890.000000 Penalty: 5798.003418
	Iteration 39Q: 3 clusters Score -1.700089e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116642 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -17000928.000000 Penalty: 5798.003418
	Iteration 40F: 3 clusters Score -1.700093e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116828 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -17000978.000000 Penalty: 5798.003418
	Iteration 41Q: 3 clusters Score -1.700098e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116978 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -17001040.000000 Penalty: 5798.003418
	Iteration 42Q: 3 clusters Score -1.700104e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117120 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -17001126.000000 Penalty: 5798.003418
	Iteration 43Q: 3 clusters Score -1.700113e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117230 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -17001192.000000 Penalty: 5798.003418
	Iteration 44Q: 3 clusters Score -1.700119e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117340 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -17001216.000000 Penalty: 5798.003418
	Iteration 45Q: 3 clusters Score -1.700122e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117437 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -17001250.000000 Penalty: 5798.003418
	Iteration 46Q: 3 clusters Score -1.700125e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117519 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -17001264.000000 Penalty: 5798.003418
	Iteration 47Q: 3 clusters Score -1.700126e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117581 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -17001300.000000 Penalty: 5798.003418
	Iteration 48Q: 3 clusters Score -1.70013e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117628 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -17001328.000000 Penalty: 5798.003418
	Iteration 49Q: 3 clusters Score -1.700133e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117665 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -17001370.000000 Penalty: 5798.003418
	Iteration 50Q: 3 clusters Score -1.700137e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117711 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -17001402.000000 Penalty: 5798.003418
	Iteration 51Q: 3 clusters Score -1.70014e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117742 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -17001392.000000 Penalty: 5798.003418
	Iteration 52Q: 3 clusters Score -1.700139e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117774 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -17001410.000000 Penalty: 5798.003418
	Iteration 53Q: 3 clusters Score -1.700141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117795 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -17001418.000000 Penalty: 5798.003418
	Iteration 54Q: 3 clusters Score -1.700142e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117826 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -17001450.000000 Penalty: 5798.003418
	Iteration 55Q: 3 clusters Score -1.700145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117850 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -17001450.000000 Penalty: 5798.003418
	Iteration 56Q: 3 clusters Score -1.700145e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117872 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -17001462.000000 Penalty: 5798.003418
	Iteration 57Q: 3 clusters Score -1.700146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117883 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -17001466.000000 Penalty: 5798.003418
	Iteration 58Q: 3 clusters Score -1.700147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117898 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -17001462.000000 Penalty: 5798.003418
	Iteration 59Q: 3 clusters Score -1.700146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117907 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -17001444.000000 Penalty: 5798.003418
	Iteration 60F: 3 clusters Score -1.700144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117912 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -17001470.000000 Penalty: 5798.003418
	Iteration 61Q: 3 clusters Score -1.700147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117916 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -17001478.000000 Penalty: 5798.003418
	Iteration 62Q: 3 clusters Score -1.700148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -17001478.000000 Penalty: 5798.003418
	Iteration 63Q: 3 clusters Score -1.700148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117933 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -17001460.000000 Penalty: 5798.003418
	Iteration 64Q: 3 clusters Score -1.700146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117938 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -17001454.000000 Penalty: 5798.003418
	Iteration 65Q: 3 clusters Score -1.700145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117944 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -17001464.000000 Penalty: 5798.003418
	Iteration 66Q: 3 clusters Score -1.700146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117949 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -17001468.000000 Penalty: 5798.003418
	Iteration 67Q: 3 clusters Score -1.700147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117954 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -17001460.000000 Penalty: 5798.003418
	Iteration 68Q: 3 clusters Score -1.700146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117960 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -17001458.000000 Penalty: 5798.003418
	Iteration 69Q: 3 clusters Score -1.700146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117962 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -17001452.000000 Penalty: 5798.003418
	Iteration 70Q: 3 clusters Score -1.700145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117964 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -17001464.000000 Penalty: 5798.003418
	Iteration 71Q: 3 clusters Score -1.700146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117967 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -17001468.000000 Penalty: 5798.003418
	Iteration 72Q: 3 clusters Score -1.700147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117970 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -17001466.000000 Penalty: 5798.003418
	Iteration 73Q: 3 clusters Score -1.700147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117973 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -17001474.000000 Penalty: 5798.003418
	Iteration 74Q: 3 clusters Score -1.700147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117975 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -17001472.000000 Penalty: 5798.003418
	Iteration 75Q: 3 clusters Score -1.700147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117976 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -17001476.000000 Penalty: 5798.003418
	Iteration 76Q: 3 clusters Score -1.700148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117976 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -17001476.000000 Penalty: 5798.003418
	Iteration 77F: 3 clusters Score -1.700148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -74522.226562 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -74522.23 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 312 members 
Entering Unmasked Estep 
Score: -72988.359375 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -72988.36 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73234.281250 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -73234.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73353.039062 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -73353.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73465.671875 Penalty: 3169.559326
	Iteration 3F: 3 clusters Score -73465.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73540.273438 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -73540.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73581.195312 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -73581.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73617.617188 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -73617.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73672.218750 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -73672.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73708.546875 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -73708.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73738.570312 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -73738.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73756.921875 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -73756.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73776.507812 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -73776.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73799.531250 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -73799.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73819.242188 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -73819.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73847.367188 Penalty: 3169.559326
	Iteration 14Q: 3 clusters Score -73847.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73907.648438 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -73907.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73978.351562 Penalty: 3169.559326
	Iteration 16Q: 3 clusters Score -73978.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74015.140625 Penalty: 3169.559326
	Iteration 17Q: 3 clusters Score -74015.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74034.492188 Penalty: 3169.559326
	Iteration 18Q: 3 clusters Score -74034.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74077.554688 Penalty: 3169.559326
	Iteration 19Q: 3 clusters Score -74077.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74132.203125 Penalty: 3169.559326
	Iteration 20F: 3 clusters Score -74132.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74169.617188 Penalty: 3169.559326
	Iteration 21Q: 3 clusters Score -74169.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74189.578125 Penalty: 3169.559326
	Iteration 22Q: 3 clusters Score -74189.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74189.578125 Penalty: 3169.559326
	Iteration 23F: 3 clusters Score -74189.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -154846.546875 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -154846.5 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 539 members 
Entering Unmasked Estep 
Score: -152856.734375 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -152856.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -153173.781250 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -153173.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -153258.156250 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -153258.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -153299.453125 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -153299.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -153320.312500 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -153320.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -153333.718750 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -153333.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -153347.921875 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -153347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -153351.421875 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -153351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -153356.000000 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -153356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -153356.578125 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -153356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -153356.578125 Penalty: 3478.902100
	Iteration 10F: 3 clusters Score -153356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Entering Unmasked Estep 
Score: -5143264.500000 Penalty: 2601.677490
	Iteration 0F: 2 clusters Score -5143264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -5118788.500000 Penalty: 5203.354980
	Iteration 0F: 3 clusters Score -5118788 nChanged 16388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -5127608.500000 Penalty: 5203.354980
	Iteration 1F: 3 clusters Score -5127608 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -5128065.500000 Penalty: 5203.354980
	Iteration 2Q: 3 clusters Score -5128066 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -5128446.500000 Penalty: 5203.354980
	Iteration 3Q: 3 clusters Score -5128446 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -5128862.500000 Penalty: 5203.354980
	Iteration 4Q: 3 clusters Score -5128862 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -5129290.500000 Penalty: 5203.354980
	Iteration 5Q: 3 clusters Score -5129290 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -5129926.000000 Penalty: 5203.354980
	Iteration 6Q: 3 clusters Score -5129926 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -5130913.000000 Penalty: 5203.354980
	Iteration 7Q: 3 clusters Score -5130913 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -5132310.000000 Penalty: 5203.354980
	Iteration 8F: 3 clusters Score -5132310 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -5134130.000000 Penalty: 5203.354980
	Iteration 9F: 3 clusters Score -5134130 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -5136174.000000 Penalty: 5203.354980
	Iteration 10F: 3 clusters Score -5136174 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -5137978.500000 Penalty: 5203.354980
	Iteration 11F: 3 clusters Score -5137978 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -5139194.500000 Penalty: 5203.354980
	Iteration 12Q: 3 clusters Score -5139194 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -5139932.000000 Penalty: 5203.354980
	Iteration 13Q: 3 clusters Score -5139932 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5140362.000000 Penalty: 5203.354980
	Iteration 14Q: 3 clusters Score -5140362 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -5140604.000000 Penalty: 5203.354980
	Iteration 15Q: 3 clusters Score -5140604 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -5140745.500000 Penalty: 5203.354980
	Iteration 16Q: 3 clusters Score -5140746 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -5140828.000000 Penalty: 5203.354980
	Iteration 17Q: 3 clusters Score -5140828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -5140867.000000 Penalty: 5203.354980
	Iteration 18Q: 3 clusters Score -5140867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -5140900.000000 Penalty: 5203.354980
	Iteration 19Q: 3 clusters Score -5140900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -5140920.500000 Penalty: 5203.354980
	Iteration 20F: 3 clusters Score -5140920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -5140934.500000 Penalty: 5203.354980
	Iteration 21Q: 3 clusters Score -5140934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -5140944.000000 Penalty: 5203.354980
	Iteration 22Q: 3 clusters Score -5140944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -5140956.500000 Penalty: 5203.354980
	Iteration 23Q: 3 clusters Score -5140956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -5140959.500000 Penalty: 5203.354980
	Iteration 24Q: 3 clusters Score -5140960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -5140966.000000 Penalty: 5203.354980
	Iteration 25Q: 3 clusters Score -5140966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -5140975.000000 Penalty: 5203.354980
	Iteration 26Q: 3 clusters Score -5140975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -5140978.000000 Penalty: 5203.354980
	Iteration 27Q: 3 clusters Score -5140978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -5140977.500000 Penalty: 5203.354980
	Iteration 28Q: 3 clusters Score -5140978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -5140985.000000 Penalty: 5203.354980
	Iteration 29Q: 3 clusters Score -5140985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -5140984.000000 Penalty: 5203.354980
	Iteration 30Q: 3 clusters Score -5140984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -5140984.000000 Penalty: 5203.354980
	Iteration 31F: 3 clusters Score -5140984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (123162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123162 members 
Entering Unmasked Estep 
Score: -17480198.000000 Penalty: 2906.871582
	Iteration 0F: 2 clusters Score -1.74802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -17399260.000000 Penalty: 5813.743164
	Iteration 0F: 3 clusters Score -1.739926e+07 nChanged 58541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -17432612.000000 Penalty: 5813.743164
	Iteration 1F: 3 clusters Score -1.743261e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -17433690.000000 Penalty: 5813.743164
	Iteration 2Q: 3 clusters Score -1.743369e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -17434992.000000 Penalty: 5813.743164
	Iteration 3Q: 3 clusters Score -1.743499e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -17436832.000000 Penalty: 5813.743164
	Iteration 4Q: 3 clusters Score -1.743683e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -17439704.000000 Penalty: 5813.743164
	Iteration 5F: 3 clusters Score -1.74397e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85140 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -17444464.000000 Penalty: 5813.743164
	Iteration 6F: 3 clusters Score -1.744446e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -17451532.000000 Penalty: 5813.743164
	Iteration 7F: 3 clusters Score -1.745153e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104818 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -17460640.000000 Penalty: 5813.743164
	Iteration 8F: 3 clusters Score -1.746064e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113818 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -17469174.000000 Penalty: 5813.743164
	Iteration 9F: 3 clusters Score -1.746917e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119231 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -17474198.000000 Penalty: 5813.743164
	Iteration 10Q: 3 clusters Score -1.74742e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -17476498.000000 Penalty: 5813.743164
	Iteration 11Q: 3 clusters Score -1.74765e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122485 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -17477238.000000 Penalty: 5813.743164
	Iteration 12Q: 3 clusters Score -1.747724e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -17477460.000000 Penalty: 5813.743164
	Iteration 13Q: 3 clusters Score -1.747746e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122811 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -17477552.000000 Penalty: 5813.743164
	Iteration 14Q: 3 clusters Score -1.747755e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122850 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -17477606.000000 Penalty: 5813.743164
	Iteration 15Q: 3 clusters Score -1.747761e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122872 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17477654.000000 Penalty: 5813.743164
	Iteration 16Q: 3 clusters Score -1.747765e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122885 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17477698.000000 Penalty: 5813.743164
	Iteration 17Q: 3 clusters Score -1.74777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122890 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17477694.000000 Penalty: 5813.743164
	Iteration 18Q: 3 clusters Score -1.747769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122888 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17477696.000000 Penalty: 5813.743164
	Iteration 19Q: 3 clusters Score -1.74777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122888 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17477696.000000 Penalty: 5813.743164
	Iteration 20F: 3 clusters Score -1.74777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Entering Unmasked Estep 
Score: -3745573.000000 Penalty: 2524.013916
	Iteration 0F: 2 clusters Score -3745573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3727407.000000 Penalty: 5048.027832
	Iteration 0F: 3 clusters Score -3727407 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3733851.500000 Penalty: 5048.027832
	Iteration 1F: 3 clusters Score -3733852 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3734407.750000 Penalty: 5048.027832
	Iteration 2F: 3 clusters Score -3734408 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3734919.000000 Penalty: 5048.027832
	Iteration 3Q: 3 clusters Score -3734919 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3735394.000000 Penalty: 5048.027832
	Iteration 4Q: 3 clusters Score -3735394 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3735862.750000 Penalty: 5048.027832
	Iteration 5Q: 3 clusters Score -3735863 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3736360.500000 Penalty: 5048.027832
	Iteration 6Q: 3 clusters Score -3736360 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3736851.250000 Penalty: 5048.027832
	Iteration 7Q: 3 clusters Score -3736851 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3737357.500000 Penalty: 5048.027832
	Iteration 8Q: 3 clusters Score -3737358 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3737861.500000 Penalty: 5048.027832
	Iteration 9Q: 3 clusters Score -3737862 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3738440.750000 Penalty: 5048.027832
	Iteration 10Q: 3 clusters Score -3738441 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3738969.500000 Penalty: 5048.027832
	Iteration 11Q: 3 clusters Score -3738970 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3739460.500000 Penalty: 5048.027832
	Iteration 12Q: 3 clusters Score -3739460 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3739897.250000 Penalty: 5048.027832
	Iteration 13Q: 3 clusters Score -3739897 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -3740252.750000 Penalty: 5048.027832
	Iteration 14Q: 3 clusters Score -3740253 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3740526.250000 Penalty: 5048.027832
	Iteration 15Q: 3 clusters Score -3740526 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3740742.250000 Penalty: 5048.027832
	Iteration 16Q: 3 clusters Score -3740742 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3740874.000000 Penalty: 5048.027832
	Iteration 17Q: 3 clusters Score -3740874 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -3740951.250000 Penalty: 5048.027832
	Iteration 18Q: 3 clusters Score -3740951 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3741040.750000 Penalty: 5048.027832
	Iteration 19Q: 3 clusters Score -3741041 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3741105.000000 Penalty: 5048.027832
	Iteration 20F: 3 clusters Score -3741105 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3741180.000000 Penalty: 5048.027832
	Iteration 21Q: 3 clusters Score -3741180 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3741239.500000 Penalty: 5048.027832
	Iteration 22Q: 3 clusters Score -3741240 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3741277.750000 Penalty: 5048.027832
	Iteration 23Q: 3 clusters Score -3741278 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3741305.500000 Penalty: 5048.027832
	Iteration 24Q: 3 clusters Score -3741306 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -3741344.750000 Penalty: 5048.027832
	Iteration 25Q: 3 clusters Score -3741345 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3741382.500000 Penalty: 5048.027832
	Iteration 26Q: 3 clusters Score -3741382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3741411.000000 Penalty: 5048.027832
	Iteration 27Q: 3 clusters Score -3741411 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3741436.500000 Penalty: 5048.027832
	Iteration 28Q: 3 clusters Score -3741436 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3741474.500000 Penalty: 5048.027832
	Iteration 29Q: 3 clusters Score -3741474 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3741516.000000 Penalty: 5048.027832
	Iteration 30Q: 3 clusters Score -3741516 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3741534.500000 Penalty: 5048.027832
	Iteration 31Q: 3 clusters Score -3741534 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3741569.000000 Penalty: 5048.027832
	Iteration 32Q: 3 clusters Score -3741569 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3741602.000000 Penalty: 5048.027832
	Iteration 33Q: 3 clusters Score -3741602 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3741646.750000 Penalty: 5048.027832
	Iteration 34Q: 3 clusters Score -3741647 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3741702.000000 Penalty: 5048.027832
	Iteration 35Q: 3 clusters Score -3741702 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3741771.500000 Penalty: 5048.027832
	Iteration 36Q: 3 clusters Score -3741772 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3741819.250000 Penalty: 5048.027832
	Iteration 37Q: 3 clusters Score -3741819 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3741872.250000 Penalty: 5048.027832
	Iteration 38Q: 3 clusters Score -3741872 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3741930.250000 Penalty: 5048.027832
	Iteration 39Q: 3 clusters Score -3741930 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3741981.750000 Penalty: 5048.027832
	Iteration 40F: 3 clusters Score -3741982 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3742056.000000 Penalty: 5048.027832
	Iteration 41Q: 3 clusters Score -3742056 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3742142.000000 Penalty: 5048.027832
	Iteration 42Q: 3 clusters Score -3742142 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -3742215.750000 Penalty: 5048.027832
	Iteration 43Q: 3 clusters Score -3742216 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3742307.750000 Penalty: 5048.027832
	Iteration 44Q: 3 clusters Score -3742308 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3742400.000000 Penalty: 5048.027832
	Iteration 45Q: 3 clusters Score -3742400 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3742484.500000 Penalty: 5048.027832
	Iteration 46Q: 3 clusters Score -3742484 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3742578.500000 Penalty: 5048.027832
	Iteration 47Q: 3 clusters Score -3742578 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3742652.500000 Penalty: 5048.027832
	Iteration 48Q: 3 clusters Score -3742652 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -3742723.000000 Penalty: 5048.027832
	Iteration 49Q: 3 clusters Score -3742723 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3742803.250000 Penalty: 5048.027832
	Iteration 50Q: 3 clusters Score -3742803 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3742874.250000 Penalty: 5048.027832
	Iteration 51Q: 3 clusters Score -3742874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3742937.500000 Penalty: 5048.027832
	Iteration 52Q: 3 clusters Score -3742938 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3742989.500000 Penalty: 5048.027832
	Iteration 53Q: 3 clusters Score -3742990 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3743039.750000 Penalty: 5048.027832
	Iteration 54Q: 3 clusters Score -3743040 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3743078.000000 Penalty: 5048.027832
	Iteration 55Q: 3 clusters Score -3743078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3743113.500000 Penalty: 5048.027832
	Iteration 56Q: 3 clusters Score -3743114 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3743156.000000 Penalty: 5048.027832
	Iteration 57Q: 3 clusters Score -3743156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3743184.750000 Penalty: 5048.027832
	Iteration 58Q: 3 clusters Score -3743185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3743219.500000 Penalty: 5048.027832
	Iteration 59Q: 3 clusters Score -3743220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3743255.500000 Penalty: 5048.027832
	Iteration 60F: 3 clusters Score -3743256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -3743283.500000 Penalty: 5048.027832
	Iteration 61Q: 3 clusters Score -3743284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3743315.000000 Penalty: 5048.027832
	Iteration 62Q: 3 clusters Score -3743315 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3743333.250000 Penalty: 5048.027832
	Iteration 63Q: 3 clusters Score -3743333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3743358.750000 Penalty: 5048.027832
	Iteration 64Q: 3 clusters Score -3743359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3743373.500000 Penalty: 5048.027832
	Iteration 65Q: 3 clusters Score -3743374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3743382.250000 Penalty: 5048.027832
	Iteration 66Q: 3 clusters Score -3743382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3743389.500000 Penalty: 5048.027832
	Iteration 67Q: 3 clusters Score -3743390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3743400.250000 Penalty: 5048.027832
	Iteration 68Q: 3 clusters Score -3743400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3743402.500000 Penalty: 5048.027832
	Iteration 69Q: 3 clusters Score -3743402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3743407.500000 Penalty: 5048.027832
	Iteration 70Q: 3 clusters Score -3743408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3743417.500000 Penalty: 5048.027832
	Iteration 71Q: 3 clusters Score -3743418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3743421.000000 Penalty: 5048.027832
	Iteration 72Q: 3 clusters Score -3743421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3743428.750000 Penalty: 5048.027832
	Iteration 73Q: 3 clusters Score -3743429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3743428.750000 Penalty: 5048.027832
	Iteration 74Q: 3 clusters Score -3743429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3743435.750000 Penalty: 5048.027832
	Iteration 75Q: 3 clusters Score -3743436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3743442.500000 Penalty: 5048.027832
	Iteration 76Q: 3 clusters Score -3743442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3743441.000000 Penalty: 5048.027832
	Iteration 77Q: 3 clusters Score -3743441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3743445.750000 Penalty: 5048.027832
	Iteration 78Q: 3 clusters Score -3743446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3743447.250000 Penalty: 5048.027832
	Iteration 79Q: 3 clusters Score -3743447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3743447.000000 Penalty: 5048.027832
	Iteration 80F: 3 clusters Score -3743447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3743448.250000 Penalty: 5048.027832
	Iteration 81Q: 3 clusters Score -3743448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3743451.250000 Penalty: 5048.027832
	Iteration 82Q: 3 clusters Score -3743451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3743455.500000 Penalty: 5048.027832
	Iteration 83Q: 3 clusters Score -3743456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -3743458.750000 Penalty: 5048.027832
	Iteration 84Q: 3 clusters Score -3743459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3743464.000000 Penalty: 5048.027832
	Iteration 85Q: 3 clusters Score -3743464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3743463.500000 Penalty: 5048.027832
	Iteration 86Q: 3 clusters Score -3743464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3743462.750000 Penalty: 5048.027832
	Iteration 87Q: 3 clusters Score -3743463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3743467.250000 Penalty: 5048.027832
	Iteration 88Q: 3 clusters Score -3743467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3743466.750000 Penalty: 5048.027832
	Iteration 89Q: 3 clusters Score -3743467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3743468.000000 Penalty: 5048.027832
	Iteration 90Q: 3 clusters Score -3743468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3743468.000000 Penalty: 5048.027832
	Iteration 91F: 3 clusters Score -3743468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -27915.228516 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -27915.23 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 114 members 
Entering Unmasked Estep 
Score: -26737.070312 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -26737.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26825.976562 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -26825.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26844.222656 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -26844.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26849.318359 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -26849.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26849.318359 Penalty: 2710.060547
	Iteration 4F: 3 clusters Score -26849.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Entering Unmasked Estep 
Score: -5562987.500000 Penalty: 2621.183838
	Iteration 0F: 2 clusters Score -5562988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -5536661.000000 Penalty: 5242.367676
	Iteration 0F: 3 clusters Score -5536661 nChanged 17763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -5546311.500000 Penalty: 5242.367676
	Iteration 1F: 3 clusters Score -5546312 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -5546747.500000 Penalty: 5242.367676
	Iteration 2Q: 3 clusters Score -5546748 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5547261.000000 Penalty: 5242.367676
	Iteration 3Q: 3 clusters Score -5547261 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5547843.500000 Penalty: 5242.367676
	Iteration 4Q: 3 clusters Score -5547844 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -5548584.000000 Penalty: 5242.367676
	Iteration 5Q: 3 clusters Score -5548584 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -5549639.000000 Penalty: 5242.367676
	Iteration 6F: 3 clusters Score -5549639 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -5551201.500000 Penalty: 5242.367676
	Iteration 7F: 3 clusters Score -5551202 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -5553346.500000 Penalty: 5242.367676
	Iteration 8F: 3 clusters Score -5553346 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -5555699.500000 Penalty: 5242.367676
	Iteration 9F: 3 clusters Score -5555700 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -5557550.500000 Penalty: 5242.367676
	Iteration 10F: 3 clusters Score -5557550 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -5558766.500000 Penalty: 5242.367676
	Iteration 11Q: 3 clusters Score -5558766 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -5559463.500000 Penalty: 5242.367676
	Iteration 12Q: 3 clusters Score -5559464 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -5559931.000000 Penalty: 5242.367676
	Iteration 13Q: 3 clusters Score -5559931 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -5560228.500000 Penalty: 5242.367676
	Iteration 14Q: 3 clusters Score -5560228 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -5560395.000000 Penalty: 5242.367676
	Iteration 15Q: 3 clusters Score -5560395 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -5560522.000000 Penalty: 5242.367676
	Iteration 16Q: 3 clusters Score -5560522 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -5560616.500000 Penalty: 5242.367676
	Iteration 17Q: 3 clusters Score -5560616 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -5560690.000000 Penalty: 5242.367676
	Iteration 18Q: 3 clusters Score -5560690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -5560741.000000 Penalty: 5242.367676
	Iteration 19Q: 3 clusters Score -5560741 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -5560802.500000 Penalty: 5242.367676
	Iteration 20F: 3 clusters Score -5560802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -5560863.000000 Penalty: 5242.367676
	Iteration 21Q: 3 clusters Score -5560863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -5560907.000000 Penalty: 5242.367676
	Iteration 22Q: 3 clusters Score -5560907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -5560941.000000 Penalty: 5242.367676
	Iteration 23Q: 3 clusters Score -5560941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -5560963.000000 Penalty: 5242.367676
	Iteration 24Q: 3 clusters Score -5560963 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -5560978.000000 Penalty: 5242.367676
	Iteration 25Q: 3 clusters Score -5560978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -5560988.500000 Penalty: 5242.367676
	Iteration 26Q: 3 clusters Score -5560988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -5561000.000000 Penalty: 5242.367676
	Iteration 27Q: 3 clusters Score -5561000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -5560998.000000 Penalty: 5242.367676
	Iteration 28Q: 3 clusters Score -5560998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -5561004.000000 Penalty: 5242.367676
	Iteration 29Q: 3 clusters Score -5561004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -5561003.500000 Penalty: 5242.367676
	Iteration 30Q: 3 clusters Score -5561004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -5560998.000000 Penalty: 5242.367676
	Iteration 31Q: 3 clusters Score -5560998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -5561001.500000 Penalty: 5242.367676
	Iteration 32Q: 3 clusters Score -5561002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -5561008.500000 Penalty: 5242.367676
	Iteration 33Q: 3 clusters Score -5561008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -5561008.500000 Penalty: 5242.367676
	Iteration 34Q: 3 clusters Score -5561008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -5561008.500000 Penalty: 5242.367676
	Iteration 35F: 3 clusters Score -5561008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107608 members 
Entering Unmasked Estep 
Score: -15278294.000000 Penalty: 2873.390137
	Iteration 0F: 2 clusters Score -1.527829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -15206747.000000 Penalty: 5746.780273
	Iteration 0F: 3 clusters Score -1.520675e+07 nChanged 51071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -15235975.000000 Penalty: 5746.780273
	Iteration 1F: 3 clusters Score -1.523598e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -15236687.000000 Penalty: 5746.780273
	Iteration 2Q: 3 clusters Score -1.523669e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -15237496.000000 Penalty: 5746.780273
	Iteration 3Q: 3 clusters Score -1.52375e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -15238354.000000 Penalty: 5746.780273
	Iteration 4Q: 3 clusters Score -1.523835e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -15239605.000000 Penalty: 5746.780273
	Iteration 5Q: 3 clusters Score -1.52396e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -15241043.000000 Penalty: 5746.780273
	Iteration 6Q: 3 clusters Score -1.524104e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -15243131.000000 Penalty: 5746.780273
	Iteration 7Q: 3 clusters Score -1.524313e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -15245861.000000 Penalty: 5746.780273
	Iteration 8Q: 3 clusters Score -1.524586e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -15249576.000000 Penalty: 5746.780273
	Iteration 9F: 3 clusters Score -1.524958e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -15253914.000000 Penalty: 5746.780273
	Iteration 10F: 3 clusters Score -1.525391e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -15257046.000000 Penalty: 5746.780273
	Iteration 11F: 3 clusters Score -1.525705e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -15258246.000000 Penalty: 5746.780273
	Iteration 12Q: 3 clusters Score -1.525825e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -15258872.000000 Penalty: 5746.780273
	Iteration 13Q: 3 clusters Score -1.525887e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -15259059.000000 Penalty: 5746.780273
	Iteration 14Q: 3 clusters Score -1.525906e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -15259139.000000 Penalty: 5746.780273
	Iteration 15Q: 3 clusters Score -1.525914e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -15259199.000000 Penalty: 5746.780273
	Iteration 16Q: 3 clusters Score -1.52592e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -15259320.000000 Penalty: 5746.780273
	Iteration 17Q: 3 clusters Score -1.525932e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -15259400.000000 Penalty: 5746.780273
	Iteration 18Q: 3 clusters Score -1.52594e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -15259472.000000 Penalty: 5746.780273
	Iteration 19Q: 3 clusters Score -1.525947e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -15259685.000000 Penalty: 5746.780273
	Iteration 20F: 3 clusters Score -1.525968e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -15259800.000000 Penalty: 5746.780273
	Iteration 21Q: 3 clusters Score -1.52598e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -15259880.000000 Penalty: 5746.780273
	Iteration 22Q: 3 clusters Score -1.525988e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -15260052.000000 Penalty: 5746.780273
	Iteration 23Q: 3 clusters Score -1.526005e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -15260201.000000 Penalty: 5746.780273
	Iteration 24Q: 3 clusters Score -1.52602e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -15260355.000000 Penalty: 5746.780273
	Iteration 25Q: 3 clusters Score -1.526036e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -15260510.000000 Penalty: 5746.780273
	Iteration 26Q: 3 clusters Score -1.526051e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -15260724.000000 Penalty: 5746.780273
	Iteration 27Q: 3 clusters Score -1.526072e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -15260965.000000 Penalty: 5746.780273
	Iteration 28Q: 3 clusters Score -1.526096e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -15261190.000000 Penalty: 5746.780273
	Iteration 29Q: 3 clusters Score -1.526119e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -15261481.000000 Penalty: 5746.780273
	Iteration 30Q: 3 clusters Score -1.526148e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -15261817.000000 Penalty: 5746.780273
	Iteration 31Q: 3 clusters Score -1.526182e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -15262271.000000 Penalty: 5746.780273
	Iteration 32Q: 3 clusters Score -1.526227e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -15262718.000000 Penalty: 5746.780273
	Iteration 33Q: 3 clusters Score -1.526272e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -15263264.000000 Penalty: 5746.780273
	Iteration 34Q: 3 clusters Score -1.526326e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -15263908.000000 Penalty: 5746.780273
	Iteration 35Q: 3 clusters Score -1.526391e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74896 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -15264753.000000 Penalty: 5746.780273
	Iteration 36Q: 3 clusters Score -1.526475e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -15265662.000000 Penalty: 5746.780273
	Iteration 37Q: 3 clusters Score -1.526566e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -15266703.000000 Penalty: 5746.780273
	Iteration 38Q: 3 clusters Score -1.52667e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -15267795.000000 Penalty: 5746.780273
	Iteration 39Q: 3 clusters Score -1.52678e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -15268853.000000 Penalty: 5746.780273
	Iteration 40F: 3 clusters Score -1.526885e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85670 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -15269895.000000 Penalty: 5746.780273
	Iteration 41Q: 3 clusters Score -1.52699e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87611 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -15270779.000000 Penalty: 5746.780273
	Iteration 42Q: 3 clusters Score -1.527078e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -15271676.000000 Penalty: 5746.780273
	Iteration 43Q: 3 clusters Score -1.527168e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -15272369.000000 Penalty: 5746.780273
	Iteration 44Q: 3 clusters Score -1.527237e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -15272978.000000 Penalty: 5746.780273
	Iteration 45Q: 3 clusters Score -1.527298e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -15273546.000000 Penalty: 5746.780273
	Iteration 46Q: 3 clusters Score -1.527355e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -15273933.000000 Penalty: 5746.780273
	Iteration 47Q: 3 clusters Score -1.527393e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95653 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -15274269.000000 Penalty: 5746.780273
	Iteration 48Q: 3 clusters Score -1.527427e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -15274572.000000 Penalty: 5746.780273
	Iteration 49Q: 3 clusters Score -1.527457e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -15274889.000000 Penalty: 5746.780273
	Iteration 50Q: 3 clusters Score -1.527489e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98049 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -15275122.000000 Penalty: 5746.780273
	Iteration 51Q: 3 clusters Score -1.527512e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -15275268.000000 Penalty: 5746.780273
	Iteration 52Q: 3 clusters Score -1.527527e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99237 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -15275392.000000 Penalty: 5746.780273
	Iteration 53Q: 3 clusters Score -1.527539e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -15275520.000000 Penalty: 5746.780273
	Iteration 54Q: 3 clusters Score -1.527552e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100126 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -15275673.000000 Penalty: 5746.780273
	Iteration 55Q: 3 clusters Score -1.527567e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -15275744.000000 Penalty: 5746.780273
	Iteration 56Q: 3 clusters Score -1.527574e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -15275889.000000 Penalty: 5746.780273
	Iteration 57Q: 3 clusters Score -1.527589e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -15275909.000000 Penalty: 5746.780273
	Iteration 58Q: 3 clusters Score -1.527591e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -15275991.000000 Penalty: 5746.780273
	Iteration 59Q: 3 clusters Score -1.527599e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -15276032.000000 Penalty: 5746.780273
	Iteration 60F: 3 clusters Score -1.527603e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101678 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -15276054.000000 Penalty: 5746.780273
	Iteration 61Q: 3 clusters Score -1.527605e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -15276109.000000 Penalty: 5746.780273
	Iteration 62Q: 3 clusters Score -1.527611e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102002 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -15276099.000000 Penalty: 5746.780273
	Iteration 63Q: 3 clusters Score -1.52761e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -15276129.000000 Penalty: 5746.780273
	Iteration 64Q: 3 clusters Score -1.527613e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102276 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -15276159.000000 Penalty: 5746.780273
	Iteration 65Q: 3 clusters Score -1.527616e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102383 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -15276166.000000 Penalty: 5746.780273
	Iteration 66Q: 3 clusters Score -1.527617e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -15276161.000000 Penalty: 5746.780273
	Iteration 67Q: 3 clusters Score -1.527616e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -15276205.000000 Penalty: 5746.780273
	Iteration 68Q: 3 clusters Score -1.52762e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -15276191.000000 Penalty: 5746.780273
	Iteration 69Q: 3 clusters Score -1.527619e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -15276196.000000 Penalty: 5746.780273
	Iteration 70Q: 3 clusters Score -1.52762e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -15276189.000000 Penalty: 5746.780273
	Iteration 71Q: 3 clusters Score -1.527619e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102859 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -15276194.000000 Penalty: 5746.780273
	Iteration 72Q: 3 clusters Score -1.527619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -15276212.000000 Penalty: 5746.780273
	Iteration 73Q: 3 clusters Score -1.527621e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102950 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -15276208.000000 Penalty: 5746.780273
	Iteration 74Q: 3 clusters Score -1.527621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -15276196.000000 Penalty: 5746.780273
	Iteration 75Q: 3 clusters Score -1.52762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -15276191.000000 Penalty: 5746.780273
	Iteration 76Q: 3 clusters Score -1.527619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -15276209.000000 Penalty: 5746.780273
	Iteration 77Q: 3 clusters Score -1.527621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -15276203.000000 Penalty: 5746.780273
	Iteration 78Q: 3 clusters Score -1.52762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103085 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -15276206.000000 Penalty: 5746.780273
	Iteration 79Q: 3 clusters Score -1.527621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103106 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -15276211.000000 Penalty: 5746.780273
	Iteration 80F: 3 clusters Score -1.527621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103127 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -15276205.000000 Penalty: 5746.780273
	Iteration 81Q: 3 clusters Score -1.52762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103145 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -15276216.000000 Penalty: 5746.780273
	Iteration 82Q: 3 clusters Score -1.527622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103162 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -15276215.000000 Penalty: 5746.780273
	Iteration 83Q: 3 clusters Score -1.527622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -15276218.000000 Penalty: 5746.780273
	Iteration 84Q: 3 clusters Score -1.527622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -15276210.000000 Penalty: 5746.780273
	Iteration 85Q: 3 clusters Score -1.527621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -15276193.000000 Penalty: 5746.780273
	Iteration 86Q: 3 clusters Score -1.527619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103223 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -15276200.000000 Penalty: 5746.780273
	Iteration 87Q: 3 clusters Score -1.52762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -15276207.000000 Penalty: 5746.780273
	Iteration 88Q: 3 clusters Score -1.527621e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -15276202.000000 Penalty: 5746.780273
	Iteration 89Q: 3 clusters Score -1.52762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -15276205.000000 Penalty: 5746.780273
	Iteration 90Q: 3 clusters Score -1.52762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -15276218.000000 Penalty: 5746.780273
	Iteration 91Q: 3 clusters Score -1.527622e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -15276216.000000 Penalty: 5746.780273
	Iteration 92Q: 3 clusters Score -1.527622e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103382 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -15276219.000000 Penalty: 5746.780273
	Iteration 93Q: 3 clusters Score -1.527622e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -15276214.000000 Penalty: 5746.780273
	Iteration 94Q: 3 clusters Score -1.527621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103440 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -15276220.000000 Penalty: 5746.780273
	Iteration 95Q: 3 clusters Score -1.527622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -15276226.000000 Penalty: 5746.780273
	Iteration 96Q: 3 clusters Score -1.527623e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -15276219.000000 Penalty: 5746.780273
	Iteration 97Q: 3 clusters Score -1.527622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -15276239.000000 Penalty: 5746.780273
	Iteration 98Q: 3 clusters Score -1.527624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -15276242.000000 Penalty: 5746.780273
	Iteration 99Q: 3 clusters Score -1.527624e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -15276235.000000 Penalty: 5746.780273
	Iteration 100F: 3 clusters Score -1.527624e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103593 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -15276230.000000 Penalty: 5746.780273
	Iteration 101Q: 3 clusters Score -1.527623e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103620 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -15276245.000000 Penalty: 5746.780273
	Iteration 102Q: 3 clusters Score -1.527624e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -15276243.000000 Penalty: 5746.780273
	Iteration 103Q: 3 clusters Score -1.527624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103663 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -15276247.000000 Penalty: 5746.780273
	Iteration 104Q: 3 clusters Score -1.527625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103688 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -15276262.000000 Penalty: 5746.780273
	Iteration 105Q: 3 clusters Score -1.527626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103701 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -15276260.000000 Penalty: 5746.780273
	Iteration 106Q: 3 clusters Score -1.527626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -15276262.000000 Penalty: 5746.780273
	Iteration 107Q: 3 clusters Score -1.527626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103729 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -15276260.000000 Penalty: 5746.780273
	Iteration 108Q: 3 clusters Score -1.527626e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -15276273.000000 Penalty: 5746.780273
	Iteration 109Q: 3 clusters Score -1.527627e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103771 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -15276277.000000 Penalty: 5746.780273
	Iteration 110Q: 3 clusters Score -1.527628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -15276289.000000 Penalty: 5746.780273
	Iteration 111Q: 3 clusters Score -1.527629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -15276283.000000 Penalty: 5746.780273
	Iteration 112Q: 3 clusters Score -1.527628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103818 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -15276276.000000 Penalty: 5746.780273
	Iteration 113Q: 3 clusters Score -1.527628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103835 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -15276270.000000 Penalty: 5746.780273
	Iteration 114Q: 3 clusters Score -1.527627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -15276277.000000 Penalty: 5746.780273
	Iteration 115Q: 3 clusters Score -1.527628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103862 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -15276281.000000 Penalty: 5746.780273
	Iteration 116Q: 3 clusters Score -1.527628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -15276288.000000 Penalty: 5746.780273
	Iteration 117Q: 3 clusters Score -1.527629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103873 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -15276285.000000 Penalty: 5746.780273
	Iteration 118Q: 3 clusters Score -1.527628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103878 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -15276284.000000 Penalty: 5746.780273
	Iteration 119Q: 3 clusters Score -1.527628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103883 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -15276297.000000 Penalty: 5746.780273
	Iteration 120F: 3 clusters Score -1.52763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -15276290.000000 Penalty: 5746.780273
	Iteration 121Q: 3 clusters Score -1.527629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -15276286.000000 Penalty: 5746.780273
	Iteration 122Q: 3 clusters Score -1.527629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -15276289.000000 Penalty: 5746.780273
	Iteration 123Q: 3 clusters Score -1.527629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -15276282.000000 Penalty: 5746.780273
	Iteration 124Q: 3 clusters Score -1.527628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -15276282.000000 Penalty: 5746.780273
	Iteration 125Q: 3 clusters Score -1.527628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -15276282.000000 Penalty: 5746.780273
	Iteration 126F: 3 clusters Score -1.527628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -26608.787109 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -26608.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25527.996094 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -25528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25665.419922 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -25665.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25714.716797 Penalty: 2690.775146
	Iteration 2F: 3 clusters Score -25714.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25738.958984 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -25738.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25756.187500 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -25756.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25759.660156 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -25759.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25767.457031 Penalty: 2690.775146
	Iteration 6Q: 3 clusters Score -25767.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25767.457031 Penalty: 2690.775146
	Iteration 7F: 3 clusters Score -25767.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -4855277.500000 Penalty: 2598.458252
	Iteration 0F: 2 clusters Score -4855278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -4831199.000000 Penalty: 5196.916504
	Iteration 0F: 3 clusters Score -4831199 nChanged 16041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -4840039.500000 Penalty: 5196.916504
	Iteration 1F: 3 clusters Score -4840040 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -4840708.500000 Penalty: 5196.916504
	Iteration 2Q: 3 clusters Score -4840708 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4841336.000000 Penalty: 5196.916504
	Iteration 3Q: 3 clusters Score -4841336 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -4841892.500000 Penalty: 5196.916504
	Iteration 4Q: 3 clusters Score -4841892 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4842303.000000 Penalty: 5196.916504
	Iteration 5Q: 3 clusters Score -4842303 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4842697.500000 Penalty: 5196.916504
	Iteration 6Q: 3 clusters Score -4842698 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4843049.500000 Penalty: 5196.916504
	Iteration 7Q: 3 clusters Score -4843050 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4843460.500000 Penalty: 5196.916504
	Iteration 8Q: 3 clusters Score -4843460 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -4843886.000000 Penalty: 5196.916504
	Iteration 9Q: 3 clusters Score -4843886 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -4844533.500000 Penalty: 5196.916504
	Iteration 10Q: 3 clusters Score -4844534 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -4845741.500000 Penalty: 5196.916504
	Iteration 11Q: 3 clusters Score -4845742 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -4847514.000000 Penalty: 5196.916504
	Iteration 12F: 3 clusters Score -4847514 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -4849522.500000 Penalty: 5196.916504
	Iteration 13F: 3 clusters Score -4849522 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -4851195.000000 Penalty: 5196.916504
	Iteration 14F: 3 clusters Score -4851195 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4852302.500000 Penalty: 5196.916504
	Iteration 15Q: 3 clusters Score -4852302 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -4852944.000000 Penalty: 5196.916504
	Iteration 16Q: 3 clusters Score -4852944 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4853373.500000 Penalty: 5196.916504
	Iteration 17Q: 3 clusters Score -4853374 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -4853726.000000 Penalty: 5196.916504
	Iteration 18Q: 3 clusters Score -4853726 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4853996.000000 Penalty: 5196.916504
	Iteration 19Q: 3 clusters Score -4853996 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4854222.500000 Penalty: 5196.916504
	Iteration 20F: 3 clusters Score -4854222 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4854417.000000 Penalty: 5196.916504
	Iteration 21Q: 3 clusters Score -4854417 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -4854560.500000 Penalty: 5196.916504
	Iteration 22Q: 3 clusters Score -4854560 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4854659.500000 Penalty: 5196.916504
	Iteration 23Q: 3 clusters Score -4854660 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4854720.500000 Penalty: 5196.916504
	Iteration 24Q: 3 clusters Score -4854720 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -4854743.000000 Penalty: 5196.916504
	Iteration 25Q: 3 clusters Score -4854743 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -4854767.000000 Penalty: 5196.916504
	Iteration 26Q: 3 clusters Score -4854767 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4854786.000000 Penalty: 5196.916504
	Iteration 27Q: 3 clusters Score -4854786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4854824.000000 Penalty: 5196.916504
	Iteration 28Q: 3 clusters Score -4854824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -4854856.500000 Penalty: 5196.916504
	Iteration 29Q: 3 clusters Score -4854856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4854862.500000 Penalty: 5196.916504
	Iteration 30Q: 3 clusters Score -4854862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -4854867.500000 Penalty: 5196.916504
	Iteration 31Q: 3 clusters Score -4854868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4854887.000000 Penalty: 5196.916504
	Iteration 32Q: 3 clusters Score -4854887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4854897.500000 Penalty: 5196.916504
	Iteration 33Q: 3 clusters Score -4854898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -4854902.500000 Penalty: 5196.916504
	Iteration 34Q: 3 clusters Score -4854902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -4854900.000000 Penalty: 5196.916504
	Iteration 35Q: 3 clusters Score -4854900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4854896.500000 Penalty: 5196.916504
	Iteration 36Q: 3 clusters Score -4854896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4854901.500000 Penalty: 5196.916504
	Iteration 37Q: 3 clusters Score -4854902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4854902.000000 Penalty: 5196.916504
	Iteration 38Q: 3 clusters Score -4854902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -4854900.500000 Penalty: 5196.916504
	Iteration 39Q: 3 clusters Score -4854900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -4854907.500000 Penalty: 5196.916504
	Iteration 40F: 3 clusters Score -4854908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4854913.000000 Penalty: 5196.916504
	Iteration 41Q: 3 clusters Score -4854913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4854906.500000 Penalty: 5196.916504
	Iteration 42Q: 3 clusters Score -4854906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -4854904.500000 Penalty: 5196.916504
	Iteration 43Q: 3 clusters Score -4854904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -4854906.000000 Penalty: 5196.916504
	Iteration 44Q: 3 clusters Score -4854906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -4854898.500000 Penalty: 5196.916504
	Iteration 45Q: 3 clusters Score -4854898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4854908.500000 Penalty: 5196.916504
	Iteration 46Q: 3 clusters Score -4854908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4854914.000000 Penalty: 5196.916504
	Iteration 47Q: 3 clusters Score -4854914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4854919.000000 Penalty: 5196.916504
	Iteration 48Q: 3 clusters Score -4854919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4854925.000000 Penalty: 5196.916504
	Iteration 49Q: 3 clusters Score -4854925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4854928.500000 Penalty: 5196.916504
	Iteration 50Q: 3 clusters Score -4854928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -4854927.000000 Penalty: 5196.916504
	Iteration 51Q: 3 clusters Score -4854927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4854928.500000 Penalty: 5196.916504
	Iteration 52Q: 3 clusters Score -4854928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4854928.500000 Penalty: 5196.916504
	Iteration 53F: 3 clusters Score -4854928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156388 members 
Entering Unmasked Estep 
Score: -21972264.000000 Penalty: 2966.103760
	Iteration 0F: 2 clusters Score -2.197226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78183 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -21869756.000000 Penalty: 5932.207520
	Iteration 0F: 3 clusters Score -2.186976e+07 nChanged 74803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -21913604.000000 Penalty: 5932.207520
	Iteration 1F: 3 clusters Score -2.19136e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -21914558.000000 Penalty: 5932.207520
	Iteration 2Q: 3 clusters Score -2.191456e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77346 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -21915642.000000 Penalty: 5932.207520
	Iteration 3Q: 3 clusters Score -2.191564e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -21917148.000000 Penalty: 5932.207520
	Iteration 4Q: 3 clusters Score -2.191715e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -21919102.000000 Penalty: 5932.207520
	Iteration 5Q: 3 clusters Score -2.19191e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74470 members 
Mstep: Class 2 contains 81918 members 
Entering Unmasked Estep 
Score: -21922084.000000 Penalty: 5932.207520
	Iteration 6Q: 3 clusters Score -2.192208e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -21926818.000000 Penalty: 5932.207520
	Iteration 7F: 3 clusters Score -2.192682e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -21933392.000000 Penalty: 5932.207520
	Iteration 8F: 3 clusters Score -2.193339e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -21940366.000000 Penalty: 5932.207520
	Iteration 9F: 3 clusters Score -2.194037e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -21945414.000000 Penalty: 5932.207520
	Iteration 10F: 3 clusters Score -2.194541e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -21947692.000000 Penalty: 5932.207520
	Iteration 11Q: 3 clusters Score -2.194769e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -21948772.000000 Penalty: 5932.207520
	Iteration 12Q: 3 clusters Score -2.194877e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -21949390.000000 Penalty: 5932.207520
	Iteration 13Q: 3 clusters Score -2.194939e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 99478 members 
Entering Unmasked Estep 
Score: -21949898.000000 Penalty: 5932.207520
	Iteration 14Q: 3 clusters Score -2.19499e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -21950536.000000 Penalty: 5932.207520
	Iteration 15Q: 3 clusters Score -2.195054e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -21951240.000000 Penalty: 5932.207520
	Iteration 16Q: 3 clusters Score -2.195124e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -21951996.000000 Penalty: 5932.207520
	Iteration 17Q: 3 clusters Score -2.1952e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 108804 members 
Entering Unmasked Estep 
Score: -21952880.000000 Penalty: 5932.207520
	Iteration 18Q: 3 clusters Score -2.195288e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 111458 members 
Entering Unmasked Estep 
Score: -21953656.000000 Penalty: 5932.207520
	Iteration 19Q: 3 clusters Score -2.195366e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -21954422.000000 Penalty: 5932.207520
	Iteration 20F: 3 clusters Score -2.195442e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 116806 members 
Entering Unmasked Estep 
Score: -21955442.000000 Penalty: 5932.207520
	Iteration 21Q: 3 clusters Score -2.195544e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 119572 members 
Entering Unmasked Estep 
Score: -21956422.000000 Penalty: 5932.207520
	Iteration 22Q: 3 clusters Score -2.195642e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 122432 members 
Entering Unmasked Estep 
Score: -21957532.000000 Penalty: 5932.207520
	Iteration 23Q: 3 clusters Score -2.195753e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 125362 members 
Entering Unmasked Estep 
Score: -21958628.000000 Penalty: 5932.207520
	Iteration 24Q: 3 clusters Score -2.195863e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 128277 members 
Entering Unmasked Estep 
Score: -21959756.000000 Penalty: 5932.207520
	Iteration 25Q: 3 clusters Score -2.195976e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 131217 members 
Entering Unmasked Estep 
Score: -21960710.000000 Penalty: 5932.207520
	Iteration 26Q: 3 clusters Score -2.196071e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 134044 members 
Entering Unmasked Estep 
Score: -21961982.000000 Penalty: 5932.207520
	Iteration 27Q: 3 clusters Score -2.196198e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 136728 members 
Entering Unmasked Estep 
Score: -21963116.000000 Penalty: 5932.207520
	Iteration 28Q: 3 clusters Score -2.196312e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 139257 members 
Entering Unmasked Estep 
Score: -21964118.000000 Penalty: 5932.207520
	Iteration 29Q: 3 clusters Score -2.196412e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 141546 members 
Entering Unmasked Estep 
Score: -21965056.000000 Penalty: 5932.207520
	Iteration 30Q: 3 clusters Score -2.196506e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 143589 members 
Entering Unmasked Estep 
Score: -21966060.000000 Penalty: 5932.207520
	Iteration 31Q: 3 clusters Score -2.196606e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 145454 members 
Entering Unmasked Estep 
Score: -21966848.000000 Penalty: 5932.207520
	Iteration 32Q: 3 clusters Score -2.196685e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 147163 members 
Entering Unmasked Estep 
Score: -21967684.000000 Penalty: 5932.207520
	Iteration 33Q: 3 clusters Score -2.196768e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 148602 members 
Entering Unmasked Estep 
Score: -21968294.000000 Penalty: 5932.207520
	Iteration 34Q: 3 clusters Score -2.196829e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 149791 members 
Entering Unmasked Estep 
Score: -21968762.000000 Penalty: 5932.207520
	Iteration 35Q: 3 clusters Score -2.196876e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 150744 members 
Entering Unmasked Estep 
Score: -21969022.000000 Penalty: 5932.207520
	Iteration 36Q: 3 clusters Score -2.196902e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 151583 members 
Entering Unmasked Estep 
Score: -21969282.000000 Penalty: 5932.207520
	Iteration 37Q: 3 clusters Score -2.196928e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 152274 members 
Entering Unmasked Estep 
Score: -21969548.000000 Penalty: 5932.207520
	Iteration 38Q: 3 clusters Score -2.196955e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 152841 members 
Entering Unmasked Estep 
Score: -21969612.000000 Penalty: 5932.207520
	Iteration 39Q: 3 clusters Score -2.196961e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 153309 members 
Entering Unmasked Estep 
Score: -21969756.000000 Penalty: 5932.207520
	Iteration 40F: 3 clusters Score -2.196976e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 153692 members 
Entering Unmasked Estep 
Score: -21969892.000000 Penalty: 5932.207520
	Iteration 41Q: 3 clusters Score -2.196989e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 154008 members 
Entering Unmasked Estep 
Score: -21969992.000000 Penalty: 5932.207520
	Iteration 42Q: 3 clusters Score -2.196999e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 154261 members 
Entering Unmasked Estep 
Score: -21969978.000000 Penalty: 5932.207520
	Iteration 43Q: 3 clusters Score -2.196998e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 154451 members 
Entering Unmasked Estep 
Score: -21969980.000000 Penalty: 5932.207520
	Iteration 44Q: 3 clusters Score -2.196998e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 154594 members 
Entering Unmasked Estep 
Score: -21970010.000000 Penalty: 5932.207520
	Iteration 45Q: 3 clusters Score -2.197001e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 154739 members 
Entering Unmasked Estep 
Score: -21970014.000000 Penalty: 5932.207520
	Iteration 46Q: 3 clusters Score -2.197001e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 154843 members 
Entering Unmasked Estep 
Score: -21970030.000000 Penalty: 5932.207520
	Iteration 47Q: 3 clusters Score -2.197003e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 154922 members 
Entering Unmasked Estep 
Score: -21970088.000000 Penalty: 5932.207520
	Iteration 48Q: 3 clusters Score -2.197009e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 154979 members 
Entering Unmasked Estep 
Score: -21970088.000000 Penalty: 5932.207520
	Iteration 49Q: 3 clusters Score -2.197009e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 155032 members 
Entering Unmasked Estep 
Score: -21970104.000000 Penalty: 5932.207520
	Iteration 50Q: 3 clusters Score -2.19701e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 155087 members 
Entering Unmasked Estep 
Score: -21970112.000000 Penalty: 5932.207520
	Iteration 51Q: 3 clusters Score -2.197011e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 155131 members 
Entering Unmasked Estep 
Score: -21970124.000000 Penalty: 5932.207520
	Iteration 52Q: 3 clusters Score -2.197012e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -21970132.000000 Penalty: 5932.207520
	Iteration 53Q: 3 clusters Score -2.197013e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -21970140.000000 Penalty: 5932.207520
	Iteration 54Q: 3 clusters Score -2.197014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 155217 members 
Entering Unmasked Estep 
Score: -21970154.000000 Penalty: 5932.207520
	Iteration 55Q: 3 clusters Score -2.197015e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 155236 members 
Entering Unmasked Estep 
Score: -21970158.000000 Penalty: 5932.207520
	Iteration 56Q: 3 clusters Score -2.197016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 155251 members 
Entering Unmasked Estep 
Score: -21970166.000000 Penalty: 5932.207520
	Iteration 57Q: 3 clusters Score -2.197017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 155259 members 
Entering Unmasked Estep 
Score: -21970160.000000 Penalty: 5932.207520
	Iteration 58Q: 3 clusters Score -2.197016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 155271 members 
Entering Unmasked Estep 
Score: -21970136.000000 Penalty: 5932.207520
	Iteration 59Q: 3 clusters Score -2.197014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 155280 members 
Entering Unmasked Estep 
Score: -21970142.000000 Penalty: 5932.207520
	Iteration 60F: 3 clusters Score -2.197014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 155288 members 
Entering Unmasked Estep 
Score: -21970140.000000 Penalty: 5932.207520
	Iteration 61Q: 3 clusters Score -2.197014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 155295 members 
Entering Unmasked Estep 
Score: -21970146.000000 Penalty: 5932.207520
	Iteration 62Q: 3 clusters Score -2.197015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 155301 members 
Entering Unmasked Estep 
Score: -21970142.000000 Penalty: 5932.207520
	Iteration 63Q: 3 clusters Score -2.197014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -21970148.000000 Penalty: 5932.207520
	Iteration 64Q: 3 clusters Score -2.197015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 155317 members 
Entering Unmasked Estep 
Score: -21970164.000000 Penalty: 5932.207520
	Iteration 65Q: 3 clusters Score -2.197016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -21970150.000000 Penalty: 5932.207520
	Iteration 66Q: 3 clusters Score -2.197015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 155328 members 
Entering Unmasked Estep 
Score: -21970156.000000 Penalty: 5932.207520
	Iteration 67Q: 3 clusters Score -2.197016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -21970154.000000 Penalty: 5932.207520
	Iteration 68Q: 3 clusters Score -2.197015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 155333 members 
Entering Unmasked Estep 
Score: -21970150.000000 Penalty: 5932.207520
	Iteration 69Q: 3 clusters Score -2.197015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 155335 members 
Entering Unmasked Estep 
Score: -21970144.000000 Penalty: 5932.207520
	Iteration 70Q: 3 clusters Score -2.197014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 155340 members 
Entering Unmasked Estep 
Score: -21970146.000000 Penalty: 5932.207520
	Iteration 71Q: 3 clusters Score -2.197015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 155343 members 
Entering Unmasked Estep 
Score: -21970146.000000 Penalty: 5932.207520
	Iteration 72Q: 3 clusters Score -2.197015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 155346 members 
Entering Unmasked Estep 
Score: -21970158.000000 Penalty: 5932.207520
	Iteration 73Q: 3 clusters Score -2.197016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 155353 members 
Entering Unmasked Estep 
Score: -21970158.000000 Penalty: 5932.207520
	Iteration 74Q: 3 clusters Score -2.197016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 155358 members 
Entering Unmasked Estep 
Score: -21970160.000000 Penalty: 5932.207520
	Iteration 75Q: 3 clusters Score -2.197016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -21970160.000000 Penalty: 5932.207520
	Iteration 76Q: 3 clusters Score -2.197016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 155365 members 
Entering Unmasked Estep 
Score: -21970162.000000 Penalty: 5932.207520
	Iteration 77Q: 3 clusters Score -2.197016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 155370 members 
Entering Unmasked Estep 
Score: -21970166.000000 Penalty: 5932.207520
	Iteration 78Q: 3 clusters Score -2.197017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 155373 members 
Entering Unmasked Estep 
Score: -21970166.000000 Penalty: 5932.207520
	Iteration 79Q: 3 clusters Score -2.197017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 155375 members 
Entering Unmasked Estep 
Score: -21970162.000000 Penalty: 5932.207520
	Iteration 80F: 3 clusters Score -2.197016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 155377 members 
Entering Unmasked Estep 
Score: -21970166.000000 Penalty: 5932.207520
	Iteration 81Q: 3 clusters Score -2.197017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 155381 members 
Entering Unmasked Estep 
Score: -21970162.000000 Penalty: 5932.207520
	Iteration 82Q: 3 clusters Score -2.197016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 155385 members 
Entering Unmasked Estep 
Score: -21970158.000000 Penalty: 5932.207520
	Iteration 83Q: 3 clusters Score -2.197016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -21970146.000000 Penalty: 5932.207520
	Iteration 84Q: 3 clusters Score -2.197015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -21970146.000000 Penalty: 5932.207520
	Iteration 85F: 3 clusters Score -2.197015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Entering Unmasked Estep 
Score: -1072212.125000 Penalty: 2215.417969
	Iteration 0F: 2 clusters Score -1072212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1066059.500000 Penalty: 4430.835938
	Iteration 0F: 3 clusters Score -1066060 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1067710.875000 Penalty: 4430.835938
	Iteration 1F: 3 clusters Score -1067711 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1067957.750000 Penalty: 4430.835938
	Iteration 2F: 3 clusters Score -1067958 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1068111.375000 Penalty: 4430.835938
	Iteration 3Q: 3 clusters Score -1068111 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1068238.875000 Penalty: 4430.835938
	Iteration 4Q: 3 clusters Score -1068239 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1068335.875000 Penalty: 4430.835938
	Iteration 5Q: 3 clusters Score -1068336 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1068413.875000 Penalty: 4430.835938
	Iteration 6Q: 3 clusters Score -1068414 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1068482.500000 Penalty: 4430.835938
	Iteration 7Q: 3 clusters Score -1068482 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1068546.000000 Penalty: 4430.835938
	Iteration 8Q: 3 clusters Score -1068546 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1068620.750000 Penalty: 4430.835938
	Iteration 9Q: 3 clusters Score -1068621 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1068684.875000 Penalty: 4430.835938
	Iteration 10Q: 3 clusters Score -1068685 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1068743.625000 Penalty: 4430.835938
	Iteration 11Q: 3 clusters Score -1068744 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1068791.625000 Penalty: 4430.835938
	Iteration 12Q: 3 clusters Score -1068792 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1068840.375000 Penalty: 4430.835938
	Iteration 13Q: 3 clusters Score -1068840 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1068887.000000 Penalty: 4430.835938
	Iteration 14Q: 3 clusters Score -1068887 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1068922.625000 Penalty: 4430.835938
	Iteration 15Q: 3 clusters Score -1068923 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1068972.500000 Penalty: 4430.835938
	Iteration 16Q: 3 clusters Score -1068972 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1069022.875000 Penalty: 4430.835938
	Iteration 17Q: 3 clusters Score -1069023 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1069080.625000 Penalty: 4430.835938
	Iteration 18Q: 3 clusters Score -1069081 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1069127.500000 Penalty: 4430.835938
	Iteration 19Q: 3 clusters Score -1069128 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1069176.875000 Penalty: 4430.835938
	Iteration 20F: 3 clusters Score -1069177 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1069244.875000 Penalty: 4430.835938
	Iteration 21Q: 3 clusters Score -1069245 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1069290.625000 Penalty: 4430.835938
	Iteration 22Q: 3 clusters Score -1069291 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1069328.500000 Penalty: 4430.835938
	Iteration 23Q: 3 clusters Score -1069328 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1069381.750000 Penalty: 4430.835938
	Iteration 24Q: 3 clusters Score -1069382 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1069445.125000 Penalty: 4430.835938
	Iteration 25Q: 3 clusters Score -1069445 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1069511.250000 Penalty: 4430.835938
	Iteration 26Q: 3 clusters Score -1069511 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1069582.000000 Penalty: 4430.835938
	Iteration 27Q: 3 clusters Score -1069582 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1069656.125000 Penalty: 4430.835938
	Iteration 28Q: 3 clusters Score -1069656 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1069739.250000 Penalty: 4430.835938
	Iteration 29Q: 3 clusters Score -1069739 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1069817.875000 Penalty: 4430.835938
	Iteration 30Q: 3 clusters Score -1069818 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1069911.750000 Penalty: 4430.835938
	Iteration 31Q: 3 clusters Score -1069912 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1069982.125000 Penalty: 4430.835938
	Iteration 32Q: 3 clusters Score -1069982 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1070040.000000 Penalty: 4430.835938
	Iteration 33Q: 3 clusters Score -1070040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1070096.500000 Penalty: 4430.835938
	Iteration 34Q: 3 clusters Score -1070096 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1070146.875000 Penalty: 4430.835938
	Iteration 35Q: 3 clusters Score -1070147 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1070195.500000 Penalty: 4430.835938
	Iteration 36Q: 3 clusters Score -1070196 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1070240.000000 Penalty: 4430.835938
	Iteration 37Q: 3 clusters Score -1070240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1070272.375000 Penalty: 4430.835938
	Iteration 38Q: 3 clusters Score -1070272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1070294.250000 Penalty: 4430.835938
	Iteration 39Q: 3 clusters Score -1070294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1070309.375000 Penalty: 4430.835938
	Iteration 40F: 3 clusters Score -1070309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1070316.625000 Penalty: 4430.835938
	Iteration 41Q: 3 clusters Score -1070317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1070325.250000 Penalty: 4430.835938
	Iteration 42Q: 3 clusters Score -1070325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1070334.000000 Penalty: 4430.835938
	Iteration 43Q: 3 clusters Score -1070334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1070335.125000 Penalty: 4430.835938
	Iteration 44Q: 3 clusters Score -1070335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1070337.375000 Penalty: 4430.835938
	Iteration 45Q: 3 clusters Score -1070337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1070337.375000 Penalty: 4430.835938
	Iteration 46Q: 3 clusters Score -1070337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1070342.625000 Penalty: 4430.835938
	Iteration 47Q: 3 clusters Score -1070343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1070342.875000 Penalty: 4430.835938
	Iteration 48Q: 3 clusters Score -1070343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1070346.250000 Penalty: 4430.835938
	Iteration 49Q: 3 clusters Score -1070346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1070346.125000 Penalty: 4430.835938
	Iteration 50Q: 3 clusters Score -1070346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1070350.625000 Penalty: 4430.835938
	Iteration 51Q: 3 clusters Score -1070351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1070352.375000 Penalty: 4430.835938
	Iteration 52Q: 3 clusters Score -1070352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1070356.375000 Penalty: 4430.835938
	Iteration 53Q: 3 clusters Score -1070356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1070359.125000 Penalty: 4430.835938
	Iteration 54Q: 3 clusters Score -1070359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1070361.250000 Penalty: 4430.835938
	Iteration 55Q: 3 clusters Score -1070361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1070361.250000 Penalty: 4430.835938
	Iteration 56Q: 3 clusters Score -1070361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1070362.375000 Penalty: 4430.835938
	Iteration 57Q: 3 clusters Score -1070362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1070366.750000 Penalty: 4430.835938
	Iteration 58Q: 3 clusters Score -1070367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1070370.625000 Penalty: 4430.835938
	Iteration 59Q: 3 clusters Score -1070371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1070372.500000 Penalty: 4430.835938
	Iteration 60F: 3 clusters Score -1070372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1070373.625000 Penalty: 4430.835938
	Iteration 61Q: 3 clusters Score -1070374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1070378.625000 Penalty: 4430.835938
	Iteration 62Q: 3 clusters Score -1070379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1070381.250000 Penalty: 4430.835938
	Iteration 63Q: 3 clusters Score -1070381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1070383.625000 Penalty: 4430.835938
	Iteration 64Q: 3 clusters Score -1070384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1070386.750000 Penalty: 4430.835938
	Iteration 65Q: 3 clusters Score -1070387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1070388.250000 Penalty: 4430.835938
	Iteration 66Q: 3 clusters Score -1070388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1070390.625000 Penalty: 4430.835938
	Iteration 67Q: 3 clusters Score -1070391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1070393.250000 Penalty: 4430.835938
	Iteration 68Q: 3 clusters Score -1070393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1070395.500000 Penalty: 4430.835938
	Iteration 69Q: 3 clusters Score -1070396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1070399.500000 Penalty: 4430.835938
	Iteration 70Q: 3 clusters Score -1070400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1070401.625000 Penalty: 4430.835938
	Iteration 71Q: 3 clusters Score -1070402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1070407.000000 Penalty: 4430.835938
	Iteration 72Q: 3 clusters Score -1070407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1070409.125000 Penalty: 4430.835938
	Iteration 73Q: 3 clusters Score -1070409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1070414.000000 Penalty: 4430.835938
	Iteration 74Q: 3 clusters Score -1070414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1070420.000000 Penalty: 4430.835938
	Iteration 75Q: 3 clusters Score -1070420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1070425.375000 Penalty: 4430.835938
	Iteration 76Q: 3 clusters Score -1070425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1070426.125000 Penalty: 4430.835938
	Iteration 77Q: 3 clusters Score -1070426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1070429.250000 Penalty: 4430.835938
	Iteration 78Q: 3 clusters Score -1070429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1070429.750000 Penalty: 4430.835938
	Iteration 79Q: 3 clusters Score -1070430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1070429.750000 Penalty: 4430.835938
	Iteration 80F: 3 clusters Score -1070430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -83202.710938 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -83202.71 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 354 members 
Entering Unmasked Estep 
Score: -81622.929688 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -81622.93 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81939.257812 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -81939.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82002.984375 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -82002.98 nChanged 17
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: -82026.882812 Penalty: 3234.958008
	Iteration 3Q: 3 clusters Score -82026.88 nChanged 10
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: -82053.382812 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -82053.38 nChanged 8
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: -82082.656250 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -82082.66 nChanged 8
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: -82097.835938 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -82097.84 nChanged 4
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: -82106.328125 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -82106.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82112.742188 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -82112.74 nChanged 1
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: -82113.585938 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -82113.59 nChanged 0
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: -82113.585938 Penalty: 3234.958008
	Iteration 10F: 3 clusters Score -82113.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -75565.625000 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -75565.62 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 337 members 
Entering Unmasked Estep 
Score: -73910.296875 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -73910.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74185.664062 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -74185.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74332.546875 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -74332.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74457.210938 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -74457.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74585.250000 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -74585.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74720.835938 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -74720.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74929.226562 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -74929.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75090.851562 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -75090.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75217.835938 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -75217.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75249.757812 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -75249.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75268.023438 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -75268.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75287.242188 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -75287.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75298.390625 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -75298.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75303.390625 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -75303.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75304.687500 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -75304.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75307.765625 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -75307.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75309.687500 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -75309.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75311.742188 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -75311.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75314.226562 Penalty: 3214.862061
	Iteration 18Q: 3 clusters Score -75314.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75318.046875 Penalty: 3214.862061
	Iteration 19Q: 3 clusters Score -75318.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75323.710938 Penalty: 3214.862061
	Iteration 20F: 3 clusters Score -75323.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75333.781250 Penalty: 3214.862061
	Iteration 21Q: 3 clusters Score -75333.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -75339.429688 Penalty: 3214.862061
	Iteration 22Q: 3 clusters Score -75339.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75342.804688 Penalty: 3214.862061
	Iteration 23Q: 3 clusters Score -75342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75343.929688 Penalty: 3214.862061
	Iteration 24Q: 3 clusters Score -75343.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75343.929688 Penalty: 3214.862061
	Iteration 25F: 3 clusters Score -75343.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -21273.003906 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -21273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20207.152344 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -20207.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20477.449219 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -20477.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20566.396484 Penalty: 2686.385742
	Iteration 2F: 3 clusters Score -20566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20595.195312 Penalty: 2686.385742
	Iteration 3Q: 3 clusters Score -20595.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20616.974609 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -20616.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20635.146484 Penalty: 2686.385742
	Iteration 5Q: 3 clusters Score -20635.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20646.378906 Penalty: 2686.385742
	Iteration 6Q: 3 clusters Score -20646.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20664.406250 Penalty: 2686.385742
	Iteration 7Q: 3 clusters Score -20664.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20680.232422 Penalty: 2686.385742
	Iteration 8Q: 3 clusters Score -20680.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20688.486328 Penalty: 2686.385742
	Iteration 9Q: 3 clusters Score -20688.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20702.824219 Penalty: 2686.385742
	Iteration 10Q: 3 clusters Score -20702.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20710.146484 Penalty: 2686.385742
	Iteration 11Q: 3 clusters Score -20710.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20717.923828 Penalty: 2686.385742
	Iteration 12Q: 3 clusters Score -20717.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20717.923828 Penalty: 2686.385742
	Iteration 13F: 3 clusters Score -20717.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108357 members 
Mstep: Class 4 contains 164654 members 
Mstep: Class 5 contains 5327 members 
Mstep: Class 6 contains 41120 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119315 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35977 members 
Mstep: Class 12 contains 123162 members 
Mstep: Class 13 contains 26304 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38921 members 
Mstep: Class 16 contains 107608 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35513 members 
Mstep: Class 19 contains 156388 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137104.000000 Penalty: 79126.429688
Iteration 359Q: 24 clusters Score -1.471371e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 927 members 
Mstep: Class 1 contains 80752 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108350 members 
Mstep: Class 4 contains 164662 members 
Mstep: Class 5 contains 5327 members 
Mstep: Class 6 contains 41117 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119338 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35977 members 
Mstep: Class 12 contains 123151 members 
Mstep: Class 13 contains 26307 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38924 members 
Mstep: Class 16 contains 107599 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35517 members 
Mstep: Class 19 contains 156381 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137200.000000 Penalty: 79126.429688
Iteration 360F: 24 clusters Score -1.471372e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108345 members 
Mstep: Class 4 contains 164659 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 41115 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119357 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35974 members 
Mstep: Class 12 contains 123132 members 
Mstep: Class 13 contains 26306 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38926 members 
Mstep: Class 16 contains 107595 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35522 members 
Mstep: Class 19 contains 156396 members 
Mstep: Class 20 contains 7577 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137328.000000 Penalty: 79126.429688
Iteration 361Q: 24 clusters Score -1.471373e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108336 members 
Mstep: Class 4 contains 164653 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 41112 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119377 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35978 members 
Mstep: Class 12 contains 123111 members 
Mstep: Class 13 contains 26304 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38928 members 
Mstep: Class 16 contains 107589 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35531 members 
Mstep: Class 19 contains 156412 members 
Mstep: Class 20 contains 7578 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137280.000000 Penalty: 79126.429688
Iteration 362Q: 24 clusters Score -1.471373e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108330 members 
Mstep: Class 4 contains 164634 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 41116 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119389 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35976 members 
Mstep: Class 12 contains 123095 members 
Mstep: Class 13 contains 26308 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38929 members 
Mstep: Class 16 contains 107582 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35541 members 
Mstep: Class 19 contains 156448 members 
Mstep: Class 20 contains 7578 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137264.000000 Penalty: 79126.429688
Iteration 363Q: 24 clusters Score -1.471373e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80708 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108324 members 
Mstep: Class 4 contains 164613 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 41122 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119406 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35980 members 
Mstep: Class 12 contains 123085 members 
Mstep: Class 13 contains 26309 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38926 members 
Mstep: Class 16 contains 107583 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35554 members 
Mstep: Class 19 contains 156461 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137360.000000 Penalty: 79126.429688
Iteration 364Q: 24 clusters Score -1.471374e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108321 members 
Mstep: Class 4 contains 164591 members 
Mstep: Class 5 contains 5332 members 
Mstep: Class 6 contains 41125 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119414 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35977 members 
Mstep: Class 12 contains 123069 members 
Mstep: Class 13 contains 26310 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38924 members 
Mstep: Class 16 contains 107584 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35571 members 
Mstep: Class 19 contains 156485 members 
Mstep: Class 20 contains 7580 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137248.000000 Penalty: 79126.429688
Iteration 365Q: 24 clusters Score -1.471372e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108321 members 
Mstep: Class 4 contains 164570 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 41127 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119425 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35982 members 
Mstep: Class 12 contains 123056 members 
Mstep: Class 13 contains 26310 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38921 members 
Mstep: Class 16 contains 107584 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35581 members 
Mstep: Class 19 contains 156496 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137296.000000 Penalty: 79126.429688
Iteration 366Q: 24 clusters Score -1.471373e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108315 members 
Mstep: Class 4 contains 164563 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 41131 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119442 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35993 members 
Mstep: Class 12 contains 123039 members 
Mstep: Class 13 contains 26309 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38922 members 
Mstep: Class 16 contains 107586 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35587 members 
Mstep: Class 19 contains 156490 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137296.000000 Penalty: 79126.429688
Iteration 367Q: 24 clusters Score -1.471373e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108308 members 
Mstep: Class 4 contains 164568 members 
Mstep: Class 5 contains 5334 members 
Mstep: Class 6 contains 41136 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119459 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35990 members 
Mstep: Class 12 contains 123020 members 
Mstep: Class 13 contains 26307 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38928 members 
Mstep: Class 16 contains 107596 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35600 members 
Mstep: Class 19 contains 156475 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137312.000000 Penalty: 79126.429688
Iteration 368Q: 24 clusters Score -1.471373e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80657 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108299 members 
Mstep: Class 4 contains 164551 members 
Mstep: Class 5 contains 5336 members 
Mstep: Class 6 contains 41142 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119488 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35989 members 
Mstep: Class 12 contains 123011 members 
Mstep: Class 13 contains 26305 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38935 members 
Mstep: Class 16 contains 107592 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35607 members 
Mstep: Class 19 contains 156486 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137280.000000 Penalty: 79126.429688
Iteration 369Q: 24 clusters Score -1.471373e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108293 members 
Mstep: Class 4 contains 164514 members 
Mstep: Class 5 contains 5337 members 
Mstep: Class 6 contains 41147 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119519 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35989 members 
Mstep: Class 12 contains 123002 members 
Mstep: Class 13 contains 26304 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38942 members 
Mstep: Class 16 contains 107590 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35618 members 
Mstep: Class 19 contains 156494 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137312.000000 Penalty: 79126.429688
Iteration 370Q: 24 clusters Score -1.471373e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108287 members 
Mstep: Class 4 contains 164491 members 
Mstep: Class 5 contains 5338 members 
Mstep: Class 6 contains 41146 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 119526 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35989 members 
Mstep: Class 12 contains 123000 members 
Mstep: Class 13 contains 26304 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38942 members 
Mstep: Class 16 contains 107601 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35627 members 
Mstep: Class 19 contains 156503 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137344.000000 Penalty: 79126.429688
Iteration 371Q: 24 clusters Score -1.471373e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108284 members 
Mstep: Class 4 contains 164470 members 
Mstep: Class 5 contains 5338 members 
Mstep: Class 6 contains 41149 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119537 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35987 members 
Mstep: Class 12 contains 122992 members 
Mstep: Class 13 contains 26302 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38946 members 
Mstep: Class 16 contains 107604 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35632 members 
Mstep: Class 19 contains 156512 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137344.000000 Penalty: 79126.429688
Iteration 372Q: 24 clusters Score -1.471373e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108281 members 
Mstep: Class 4 contains 164447 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 41152 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119539 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35986 members 
Mstep: Class 12 contains 122977 members 
Mstep: Class 13 contains 26298 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38945 members 
Mstep: Class 16 contains 107615 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35632 members 
Mstep: Class 19 contains 156541 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137312.000000 Penalty: 79126.429688
Iteration 373Q: 24 clusters Score -1.471373e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108279 members 
Mstep: Class 4 contains 164426 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 41153 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119551 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35988 members 
Mstep: Class 12 contains 122966 members 
Mstep: Class 13 contains 26297 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38943 members 
Mstep: Class 16 contains 107619 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35638 members 
Mstep: Class 19 contains 156554 members 
Mstep: Class 20 contains 7586 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137296.000000 Penalty: 79126.429688
Iteration 374Q: 24 clusters Score -1.471373e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108288 members 
Mstep: Class 4 contains 164411 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 41155 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119552 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35990 members 
Mstep: Class 12 contains 122948 members 
Mstep: Class 13 contains 26296 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38942 members 
Mstep: Class 16 contains 107622 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35643 members 
Mstep: Class 19 contains 156574 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137328.000000 Penalty: 79126.429688
Iteration 375Q: 24 clusters Score -1.471373e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80632 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108286 members 
Mstep: Class 4 contains 164398 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 41160 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119564 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35986 members 
Mstep: Class 12 contains 122938 members 
Mstep: Class 13 contains 26292 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38940 members 
Mstep: Class 16 contains 107624 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35646 members 
Mstep: Class 19 contains 156589 members 
Mstep: Class 20 contains 7586 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137296.000000 Penalty: 79126.429688
Iteration 376Q: 24 clusters Score -1.471373e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108286 members 
Mstep: Class 4 contains 164389 members 
Mstep: Class 5 contains 5340 members 
Mstep: Class 6 contains 41163 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119566 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35988 members 
Mstep: Class 12 contains 122932 members 
Mstep: Class 13 contains 26290 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38949 members 
Mstep: Class 16 contains 107618 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35648 members 
Mstep: Class 19 contains 156596 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137296.000000 Penalty: 79126.429688
Iteration 377Q: 24 clusters Score -1.471373e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108287 members 
Mstep: Class 4 contains 164374 members 
Mstep: Class 5 contains 5340 members 
Mstep: Class 6 contains 41165 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119568 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35989 members 
Mstep: Class 12 contains 122928 members 
Mstep: Class 13 contains 26289 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38948 members 
Mstep: Class 16 contains 107616 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35647 members 
Mstep: Class 19 contains 156615 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137328.000000 Penalty: 79126.429688
Iteration 378Q: 24 clusters Score -1.471373e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108281 members 
Mstep: Class 4 contains 164358 members 
Mstep: Class 5 contains 5340 members 
Mstep: Class 6 contains 41168 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119578 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35990 members 
Mstep: Class 12 contains 122927 members 
Mstep: Class 13 contains 26286 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38945 members 
Mstep: Class 16 contains 107623 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35648 members 
Mstep: Class 19 contains 156622 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137312.000000 Penalty: 79126.429688
Iteration 379Q: 24 clusters Score -1.471373e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108290 members 
Mstep: Class 4 contains 164360 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 41174 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119578 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35987 members 
Mstep: Class 12 contains 122918 members 
Mstep: Class 13 contains 26287 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38946 members 
Mstep: Class 16 contains 107638 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35646 members 
Mstep: Class 19 contains 156596 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137408.000000 Penalty: 79126.429688
Iteration 380F: 24 clusters Score -1.471374e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108299 members 
Mstep: Class 4 contains 164362 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119581 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35985 members 
Mstep: Class 12 contains 122924 members 
Mstep: Class 13 contains 26282 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38940 members 
Mstep: Class 16 contains 107635 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 35655 members 
Mstep: Class 19 contains 156577 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137424.000000 Penalty: 79126.429688
Iteration 381Q: 24 clusters Score -1.471374e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108306 members 
Mstep: Class 4 contains 164362 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 41187 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119581 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35984 members 
Mstep: Class 12 contains 122924 members 
Mstep: Class 13 contains 26282 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38939 members 
Mstep: Class 16 contains 107632 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35665 members 
Mstep: Class 19 contains 156559 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137392.000000 Penalty: 79126.429688
Iteration 382Q: 24 clusters Score -1.471374e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108315 members 
Mstep: Class 4 contains 164362 members 
Mstep: Class 5 contains 5340 members 
Mstep: Class 6 contains 41191 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119565 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35982 members 
Mstep: Class 12 contains 122926 members 
Mstep: Class 13 contains 26284 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38935 members 
Mstep: Class 16 contains 107636 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35675 members 
Mstep: Class 19 contains 156543 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137472.000000 Penalty: 79126.429688
Iteration 383Q: 24 clusters Score -1.471375e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108319 members 
Mstep: Class 4 contains 164371 members 
Mstep: Class 5 contains 5340 members 
Mstep: Class 6 contains 41191 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119563 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35979 members 
Mstep: Class 12 contains 122923 members 
Mstep: Class 13 contains 26281 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38930 members 
Mstep: Class 16 contains 107635 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35674 members 
Mstep: Class 19 contains 156542 members 
Mstep: Class 20 contains 7586 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137568.000000 Penalty: 79126.429688
Iteration 384Q: 24 clusters Score -1.471376e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108322 members 
Mstep: Class 4 contains 164390 members 
Mstep: Class 5 contains 5340 members 
Mstep: Class 6 contains 41188 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119554 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35976 members 
Mstep: Class 12 contains 122925 members 
Mstep: Class 13 contains 26280 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38927 members 
Mstep: Class 16 contains 107642 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35677 members 
Mstep: Class 19 contains 156526 members 
Mstep: Class 20 contains 7586 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137632.000000 Penalty: 79126.429688
Iteration 385Q: 24 clusters Score -1.471376e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108322 members 
Mstep: Class 4 contains 164399 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119549 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35976 members 
Mstep: Class 12 contains 122926 members 
Mstep: Class 13 contains 26283 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38930 members 
Mstep: Class 16 contains 107650 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35682 members 
Mstep: Class 19 contains 156506 members 
Mstep: Class 20 contains 7586 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137728.000000 Penalty: 79126.429688
Iteration 386Q: 24 clusters Score -1.471377e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108324 members 
Mstep: Class 4 contains 164415 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 41180 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119541 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35966 members 
Mstep: Class 12 contains 122919 members 
Mstep: Class 13 contains 26281 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38930 members 
Mstep: Class 16 contains 107660 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35688 members 
Mstep: Class 19 contains 156500 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137712.000000 Penalty: 79126.429688
Iteration 387Q: 24 clusters Score -1.471377e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108324 members 
Mstep: Class 4 contains 164430 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119542 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35964 members 
Mstep: Class 12 contains 122909 members 
Mstep: Class 13 contains 26278 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38928 members 
Mstep: Class 16 contains 107669 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35693 members 
Mstep: Class 19 contains 156488 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137776.000000 Penalty: 79126.429688
Iteration 388Q: 24 clusters Score -1.471378e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108320 members 
Mstep: Class 4 contains 164441 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 41185 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119547 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35969 members 
Mstep: Class 12 contains 122901 members 
Mstep: Class 13 contains 26277 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38931 members 
Mstep: Class 16 contains 107686 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35693 members 
Mstep: Class 19 contains 156464 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137888.000000 Penalty: 79126.429688
Iteration 389Q: 24 clusters Score -1.471379e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108319 members 
Mstep: Class 4 contains 164452 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 41184 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119555 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35971 members 
Mstep: Class 12 contains 122895 members 
Mstep: Class 13 contains 26277 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38938 members 
Mstep: Class 16 contains 107690 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35696 members 
Mstep: Class 19 contains 156441 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137984.000000 Penalty: 79126.429688
Iteration 390Q: 24 clusters Score -1.47138e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108322 members 
Mstep: Class 4 contains 164460 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 41184 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119556 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35973 members 
Mstep: Class 12 contains 122893 members 
Mstep: Class 13 contains 26276 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38937 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35700 members 
Mstep: Class 19 contains 156419 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147138000.000000 Penalty: 79126.429688
Iteration 391Q: 24 clusters Score -1.47138e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108328 members 
Mstep: Class 4 contains 164471 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 41180 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119551 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35974 members 
Mstep: Class 12 contains 122889 members 
Mstep: Class 13 contains 26274 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38937 members 
Mstep: Class 16 contains 107710 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35701 members 
Mstep: Class 19 contains 156406 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147137984.000000 Penalty: 79126.429688
Iteration 392Q: 24 clusters Score -1.47138e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108327 members 
Mstep: Class 4 contains 164467 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 41176 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119553 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35972 members 
Mstep: Class 12 contains 122893 members 
Mstep: Class 13 contains 26272 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38942 members 
Mstep: Class 16 contains 107714 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35703 members 
Mstep: Class 19 contains 156407 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147138096.000000 Penalty: 79126.429688
Iteration 393Q: 24 clusters Score -1.471381e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108325 members 
Mstep: Class 4 contains 164473 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 41175 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119554 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35969 members 
Mstep: Class 12 contains 122882 members 
Mstep: Class 13 contains 26271 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38942 members 
Mstep: Class 16 contains 107721 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35708 members 
Mstep: Class 19 contains 156405 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147138160.000000 Penalty: 79126.429688
Iteration 394Q: 24 clusters Score -1.471382e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80632 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108323 members 
Mstep: Class 4 contains 164484 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 41176 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119557 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35967 members 
Mstep: Class 12 contains 122890 members 
Mstep: Class 13 contains 26272 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38942 members 
Mstep: Class 16 contains 107717 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35711 members 
Mstep: Class 19 contains 156386 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147138192.000000 Penalty: 79126.429688
Iteration 395Q: 24 clusters Score -1.471382e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108325 members 
Mstep: Class 4 contains 164488 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 41175 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119563 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35964 members 
Mstep: Class 12 contains 122892 members 
Mstep: Class 13 contains 26272 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38940 members 
Mstep: Class 16 contains 107714 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35714 members 
Mstep: Class 19 contains 156377 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147138160.000000 Penalty: 79126.429688
Iteration 396Q: 24 clusters Score -1.471382e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108328 members 
Mstep: Class 4 contains 164486 members 
Mstep: Class 5 contains 5343 members 
Mstep: Class 6 contains 41173 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119557 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35963 members 
Mstep: Class 12 contains 122896 members 
Mstep: Class 13 contains 26272 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38940 members 
Mstep: Class 16 contains 107718 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35711 members 
Mstep: Class 19 contains 156380 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147138272.000000 Penalty: 79126.429688
Iteration 397Q: 24 clusters Score -1.471383e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108323 members 
Mstep: Class 4 contains 164492 members 
Mstep: Class 5 contains 5344 members 
Mstep: Class 6 contains 41173 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119560 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35958 members 
Mstep: Class 12 contains 122894 members 
Mstep: Class 13 contains 26269 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38942 members 
Mstep: Class 16 contains 107716 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35706 members 
Mstep: Class 19 contains 156393 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147138336.000000 Penalty: 79126.429688
Iteration 398Q: 24 clusters Score -1.471383e+08 nChanged 131
Entering ConstructFrom: 
Score: -147138336.000000 Penalty: 79126.429688
Entering ConstructFrom: 
Trying to split cluster 1 (80620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Entering Unmasked Estep 
Score: -11464916.000000 Penalty: 2801.780518
	Iteration 0F: 2 clusters Score -1.146492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -11410952.000000 Penalty: 5603.561035
	Iteration 0F: 3 clusters Score -1.141095e+07 nChanged 37952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -11432597.000000 Penalty: 5603.561035
	Iteration 1F: 3 clusters Score -1.14326e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -11433322.000000 Penalty: 5603.561035
	Iteration 2Q: 3 clusters Score -1.143332e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -11433963.000000 Penalty: 5603.561035
	Iteration 3Q: 3 clusters Score -1.143396e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -11434669.000000 Penalty: 5603.561035
	Iteration 4Q: 3 clusters Score -1.143467e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -11435385.000000 Penalty: 5603.561035
	Iteration 5Q: 3 clusters Score -1.143538e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -11436248.000000 Penalty: 5603.561035
	Iteration 6Q: 3 clusters Score -1.143625e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -11437562.000000 Penalty: 5603.561035
	Iteration 7Q: 3 clusters Score -1.143756e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -11439254.000000 Penalty: 5603.561035
	Iteration 8Q: 3 clusters Score -1.143925e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -11441743.000000 Penalty: 5603.561035
	Iteration 9Q: 3 clusters Score -1.144174e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -11445302.000000 Penalty: 5603.561035
	Iteration 10F: 3 clusters Score -1.14453e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -11448762.000000 Penalty: 5603.561035
	Iteration 11F: 3 clusters Score -1.144876e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -11450851.000000 Penalty: 5603.561035
	Iteration 12Q: 3 clusters Score -1.145085e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -11451790.000000 Penalty: 5603.561035
	Iteration 13Q: 3 clusters Score -1.145179e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -11452288.000000 Penalty: 5603.561035
	Iteration 14Q: 3 clusters Score -1.145229e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -11452588.000000 Penalty: 5603.561035
	Iteration 15Q: 3 clusters Score -1.145259e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -11452921.000000 Penalty: 5603.561035
	Iteration 16Q: 3 clusters Score -1.145292e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -11453197.000000 Penalty: 5603.561035
	Iteration 17Q: 3 clusters Score -1.14532e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -11453524.000000 Penalty: 5603.561035
	Iteration 18Q: 3 clusters Score -1.145352e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -11453831.000000 Penalty: 5603.561035
	Iteration 19Q: 3 clusters Score -1.145383e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -11454252.000000 Penalty: 5603.561035
	Iteration 20F: 3 clusters Score -1.145425e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -11454709.000000 Penalty: 5603.561035
	Iteration 21Q: 3 clusters Score -1.145471e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -11455246.000000 Penalty: 5603.561035
	Iteration 22Q: 3 clusters Score -1.145525e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -11455730.000000 Penalty: 5603.561035
	Iteration 23Q: 3 clusters Score -1.145573e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -11456361.000000 Penalty: 5603.561035
	Iteration 24Q: 3 clusters Score -1.145636e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -11457082.000000 Penalty: 5603.561035
	Iteration 25Q: 3 clusters Score -1.145708e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -11457858.000000 Penalty: 5603.561035
	Iteration 26Q: 3 clusters Score -1.145786e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -11458584.000000 Penalty: 5603.561035
	Iteration 27Q: 3 clusters Score -1.145858e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -11459364.000000 Penalty: 5603.561035
	Iteration 28Q: 3 clusters Score -1.145936e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -11460033.000000 Penalty: 5603.561035
	Iteration 29Q: 3 clusters Score -1.146003e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -11460586.000000 Penalty: 5603.561035
	Iteration 30Q: 3 clusters Score -1.146059e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -11460992.000000 Penalty: 5603.561035
	Iteration 31Q: 3 clusters Score -1.146099e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -11461370.000000 Penalty: 5603.561035
	Iteration 32Q: 3 clusters Score -1.146137e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -11461606.000000 Penalty: 5603.561035
	Iteration 33Q: 3 clusters Score -1.146161e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -11461788.000000 Penalty: 5603.561035
	Iteration 34Q: 3 clusters Score -1.146179e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -11461992.000000 Penalty: 5603.561035
	Iteration 35Q: 3 clusters Score -1.146199e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -11462167.000000 Penalty: 5603.561035
	Iteration 36Q: 3 clusters Score -1.146217e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 75438 members 
Entering Unmasked Estep 
Score: -11462275.000000 Penalty: 5603.561035
	Iteration 37Q: 3 clusters Score -1.146228e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 75720 members 
Entering Unmasked Estep 
Score: -11462346.000000 Penalty: 5603.561035
	Iteration 38Q: 3 clusters Score -1.146235e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 75971 members 
Entering Unmasked Estep 
Score: -11462425.000000 Penalty: 5603.561035
	Iteration 39Q: 3 clusters Score -1.146242e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -11462501.000000 Penalty: 5603.561035
	Iteration 40F: 3 clusters Score -1.14625e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -11462556.000000 Penalty: 5603.561035
	Iteration 41Q: 3 clusters Score -1.146256e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -11462643.000000 Penalty: 5603.561035
	Iteration 42Q: 3 clusters Score -1.146264e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 76727 members 
Entering Unmasked Estep 
Score: -11462703.000000 Penalty: 5603.561035
	Iteration 43Q: 3 clusters Score -1.14627e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 76861 members 
Entering Unmasked Estep 
Score: -11462741.000000 Penalty: 5603.561035
	Iteration 44Q: 3 clusters Score -1.146274e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -11462751.000000 Penalty: 5603.561035
	Iteration 45Q: 3 clusters Score -1.146275e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -11462772.000000 Penalty: 5603.561035
	Iteration 46Q: 3 clusters Score -1.146277e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -11462784.000000 Penalty: 5603.561035
	Iteration 47Q: 3 clusters Score -1.146278e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -11462793.000000 Penalty: 5603.561035
	Iteration 48Q: 3 clusters Score -1.146279e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -11462830.000000 Penalty: 5603.561035
	Iteration 49Q: 3 clusters Score -1.146283e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -11462829.000000 Penalty: 5603.561035
	Iteration 50Q: 3 clusters Score -1.146283e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -11462823.000000 Penalty: 5603.561035
	Iteration 51Q: 3 clusters Score -1.146282e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -11462819.000000 Penalty: 5603.561035
	Iteration 52Q: 3 clusters Score -1.146282e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 77584 members 
Entering Unmasked Estep 
Score: -11462808.000000 Penalty: 5603.561035
	Iteration 53Q: 3 clusters Score -1.146281e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -11462836.000000 Penalty: 5603.561035
	Iteration 54Q: 3 clusters Score -1.146284e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -11462843.000000 Penalty: 5603.561035
	Iteration 55Q: 3 clusters Score -1.146284e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -11462851.000000 Penalty: 5603.561035
	Iteration 56Q: 3 clusters Score -1.146285e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -11462849.000000 Penalty: 5603.561035
	Iteration 57Q: 3 clusters Score -1.146285e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -11462858.000000 Penalty: 5603.561035
	Iteration 58Q: 3 clusters Score -1.146286e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -11462842.000000 Penalty: 5603.561035
	Iteration 59Q: 3 clusters Score -1.146284e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -11462856.000000 Penalty: 5603.561035
	Iteration 60F: 3 clusters Score -1.146286e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 77924 members 
Entering Unmasked Estep 
Score: -11462858.000000 Penalty: 5603.561035
	Iteration 61Q: 3 clusters Score -1.146286e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -11462867.000000 Penalty: 5603.561035
	Iteration 62Q: 3 clusters Score -1.146287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -11462868.000000 Penalty: 5603.561035
	Iteration 63Q: 3 clusters Score -1.146287e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 77996 members 
Entering Unmasked Estep 
Score: -11462859.000000 Penalty: 5603.561035
	Iteration 64Q: 3 clusters Score -1.146286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -11462864.000000 Penalty: 5603.561035
	Iteration 65Q: 3 clusters Score -1.146286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 78027 members 
Entering Unmasked Estep 
Score: -11462857.000000 Penalty: 5603.561035
	Iteration 66Q: 3 clusters Score -1.146286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 78041 members 
Entering Unmasked Estep 
Score: -11462861.000000 Penalty: 5603.561035
	Iteration 67Q: 3 clusters Score -1.146286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -11462865.000000 Penalty: 5603.561035
	Iteration 68Q: 3 clusters Score -1.146286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -11462869.000000 Penalty: 5603.561035
	Iteration 69Q: 3 clusters Score -1.146287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -11462855.000000 Penalty: 5603.561035
	Iteration 70Q: 3 clusters Score -1.146286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -11462855.000000 Penalty: 5603.561035
	Iteration 71Q: 3 clusters Score -1.146286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
Score: -11462863.000000 Penalty: 5603.561035
	Iteration 72Q: 3 clusters Score -1.146286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -11462869.000000 Penalty: 5603.561035
	Iteration 73Q: 3 clusters Score -1.146287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
Score: -11462867.000000 Penalty: 5603.561035
	Iteration 74Q: 3 clusters Score -1.146287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -11462858.000000 Penalty: 5603.561035
	Iteration 75Q: 3 clusters Score -1.146286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -11462871.000000 Penalty: 5603.561035
	Iteration 76Q: 3 clusters Score -1.146287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -11462869.000000 Penalty: 5603.561035
	Iteration 77Q: 3 clusters Score -1.146287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -11462878.000000 Penalty: 5603.561035
	Iteration 78Q: 3 clusters Score -1.146288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 78104 members 
Entering Unmasked Estep 
Score: -11462874.000000 Penalty: 5603.561035
	Iteration 79Q: 3 clusters Score -1.146287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -11462874.000000 Penalty: 5603.561035
	Iteration 80F: 3 clusters Score -1.146287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 78106 members 
Entering Unmasked Estep 
Score: -11462869.000000 Penalty: 5603.561035
	Iteration 81Q: 3 clusters Score -1.146287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -11462878.000000 Penalty: 5603.561035
	Iteration 82Q: 3 clusters Score -1.146288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 78108 members 
Entering Unmasked Estep 
Score: -11462872.000000 Penalty: 5603.561035
	Iteration 83Q: 3 clusters Score -1.146287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 78108 members 
Entering Unmasked Estep 
Score: -11462872.000000 Penalty: 5603.561035
	Iteration 84F: 3 clusters Score -1.146287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -26508.255859 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -26508.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25409.402344 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -25409.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25473.917969 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -25473.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25492.166016 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -25492.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25506.046875 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -25506.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25512.798828 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -25512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25520.234375 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -25520.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25520.234375 Penalty: 2666.138184
	Iteration 6F: 3 clusters Score -25520.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108321 members 
Entering Unmasked Estep 
Score: -15416879.000000 Penalty: 2875.027832
	Iteration 0F: 2 clusters Score -1.541688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -15346238.000000 Penalty: 5750.055664
	Iteration 0F: 3 clusters Score -1.534624e+07 nChanged 51215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -15376123.000000 Penalty: 5750.055664
	Iteration 1F: 3 clusters Score -1.537612e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -15377065.000000 Penalty: 5750.055664
	Iteration 2Q: 3 clusters Score -1.537706e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -15378161.000000 Penalty: 5750.055664
	Iteration 3Q: 3 clusters Score -1.537816e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -15379595.000000 Penalty: 5750.055664
	Iteration 4Q: 3 clusters Score -1.53796e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -15381502.000000 Penalty: 5750.055664
	Iteration 5Q: 3 clusters Score -1.53815e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -15383951.000000 Penalty: 5750.055664
	Iteration 6Q: 3 clusters Score -1.538395e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -15386806.000000 Penalty: 5750.055664
	Iteration 7F: 3 clusters Score -1.538681e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 70271 members 
Entering Unmasked Estep 
Score: -15389869.000000 Penalty: 5750.055664
	Iteration 8F: 3 clusters Score -1.538987e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 75739 members 
Entering Unmasked Estep 
Score: -15393261.000000 Penalty: 5750.055664
	Iteration 9F: 3 clusters Score -1.539326e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 81794 members 
Entering Unmasked Estep 
Score: -15396955.000000 Penalty: 5750.055664
	Iteration 10F: 3 clusters Score -1.539696e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -15401019.000000 Penalty: 5750.055664
	Iteration 11F: 3 clusters Score -1.540102e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 94535 members 
Entering Unmasked Estep 
Score: -15405378.000000 Penalty: 5750.055664
	Iteration 12F: 3 clusters Score -1.540538e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 99659 members 
Entering Unmasked Estep 
Score: -15409124.000000 Penalty: 5750.055664
	Iteration 13Q: 3 clusters Score -1.540912e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -15411737.000000 Penalty: 5750.055664
	Iteration 14Q: 3 clusters Score -1.541174e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -15413047.000000 Penalty: 5750.055664
	Iteration 15Q: 3 clusters Score -1.541305e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 106126 members 
Entering Unmasked Estep 
Score: -15413791.000000 Penalty: 5750.055664
	Iteration 16Q: 3 clusters Score -1.541379e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 106687 members 
Entering Unmasked Estep 
Score: -15414095.000000 Penalty: 5750.055664
	Iteration 17Q: 3 clusters Score -1.54141e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -15414210.000000 Penalty: 5750.055664
	Iteration 18Q: 3 clusters Score -1.541421e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 107219 members 
Entering Unmasked Estep 
Score: -15414375.000000 Penalty: 5750.055664
	Iteration 19Q: 3 clusters Score -1.541438e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 107350 members 
Entering Unmasked Estep 
Score: -15414474.000000 Penalty: 5750.055664
	Iteration 20F: 3 clusters Score -1.541447e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 107428 members 
Entering Unmasked Estep 
Score: -15414548.000000 Penalty: 5750.055664
	Iteration 21Q: 3 clusters Score -1.541455e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -15414598.000000 Penalty: 5750.055664
	Iteration 22Q: 3 clusters Score -1.54146e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 107514 members 
Entering Unmasked Estep 
Score: -15414661.000000 Penalty: 5750.055664
	Iteration 23Q: 3 clusters Score -1.541466e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 107521 members 
Entering Unmasked Estep 
Score: -15414682.000000 Penalty: 5750.055664
	Iteration 24Q: 3 clusters Score -1.541468e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -15414708.000000 Penalty: 5750.055664
	Iteration 25Q: 3 clusters Score -1.541471e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -15414735.000000 Penalty: 5750.055664
	Iteration 26Q: 3 clusters Score -1.541474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 107556 members 
Entering Unmasked Estep 
Score: -15414728.000000 Penalty: 5750.055664
	Iteration 27Q: 3 clusters Score -1.541473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 107566 members 
Entering Unmasked Estep 
Score: -15414732.000000 Penalty: 5750.055664
	Iteration 28Q: 3 clusters Score -1.541473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 107585 members 
Entering Unmasked Estep 
Score: -15414751.000000 Penalty: 5750.055664
	Iteration 29Q: 3 clusters Score -1.541475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -15414762.000000 Penalty: 5750.055664
	Iteration 30Q: 3 clusters Score -1.541476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 107603 members 
Entering Unmasked Estep 
Score: -15414773.000000 Penalty: 5750.055664
	Iteration 31Q: 3 clusters Score -1.541477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -15414783.000000 Penalty: 5750.055664
	Iteration 32Q: 3 clusters Score -1.541478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 107615 members 
Entering Unmasked Estep 
Score: -15414785.000000 Penalty: 5750.055664
	Iteration 33Q: 3 clusters Score -1.541478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 107627 members 
Entering Unmasked Estep 
Score: -15414782.000000 Penalty: 5750.055664
	Iteration 34Q: 3 clusters Score -1.541478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -15414797.000000 Penalty: 5750.055664
	Iteration 35Q: 3 clusters Score -1.54148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 107632 members 
Entering Unmasked Estep 
Score: -15414790.000000 Penalty: 5750.055664
	Iteration 36Q: 3 clusters Score -1.541479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -15414802.000000 Penalty: 5750.055664
	Iteration 37Q: 3 clusters Score -1.54148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 107638 members 
Entering Unmasked Estep 
Score: -15414802.000000 Penalty: 5750.055664
	Iteration 38Q: 3 clusters Score -1.54148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 107639 members 
Entering Unmasked Estep 
Score: -15414799.000000 Penalty: 5750.055664
	Iteration 39Q: 3 clusters Score -1.54148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 107640 members 
Entering Unmasked Estep 
Score: -15414805.000000 Penalty: 5750.055664
	Iteration 40F: 3 clusters Score -1.54148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 107638 members 
Entering Unmasked Estep 
Score: -15414799.000000 Penalty: 5750.055664
	Iteration 41Q: 3 clusters Score -1.54148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 107642 members 
Entering Unmasked Estep 
Score: -15414806.000000 Penalty: 5750.055664
	Iteration 42Q: 3 clusters Score -1.541481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -15414808.000000 Penalty: 5750.055664
	Iteration 43Q: 3 clusters Score -1.541481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 107642 members 
Entering Unmasked Estep 
Score: -15414814.000000 Penalty: 5750.055664
	Iteration 44Q: 3 clusters Score -1.541481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -15414823.000000 Penalty: 5750.055664
	Iteration 45Q: 3 clusters Score -1.541482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 107639 members 
Entering Unmasked Estep 
Score: -15414828.000000 Penalty: 5750.055664
	Iteration 46Q: 3 clusters Score -1.541483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -15414836.000000 Penalty: 5750.055664
	Iteration 47Q: 3 clusters Score -1.541484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -15414838.000000 Penalty: 5750.055664
	Iteration 48Q: 3 clusters Score -1.541484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 107620 members 
Entering Unmasked Estep 
Score: -15414856.000000 Penalty: 5750.055664
	Iteration 49Q: 3 clusters Score -1.541486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 107607 members 
Entering Unmasked Estep 
Score: -15414874.000000 Penalty: 5750.055664
	Iteration 50Q: 3 clusters Score -1.541487e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 107591 members 
Entering Unmasked Estep 
Score: -15414899.000000 Penalty: 5750.055664
	Iteration 51Q: 3 clusters Score -1.54149e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 107570 members 
Entering Unmasked Estep 
Score: -15414934.000000 Penalty: 5750.055664
	Iteration 52Q: 3 clusters Score -1.541493e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 107541 members 
Entering Unmasked Estep 
Score: -15414941.000000 Penalty: 5750.055664
	Iteration 53Q: 3 clusters Score -1.541494e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -15414990.000000 Penalty: 5750.055664
	Iteration 54Q: 3 clusters Score -1.541499e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 107526 members 
Entering Unmasked Estep 
Score: -15415031.000000 Penalty: 5750.055664
	Iteration 55Q: 3 clusters Score -1.541503e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 107521 members 
Entering Unmasked Estep 
Score: -15415045.000000 Penalty: 5750.055664
	Iteration 56Q: 3 clusters Score -1.541504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 107519 members 
Entering Unmasked Estep 
Score: -15415051.000000 Penalty: 5750.055664
	Iteration 57Q: 3 clusters Score -1.541505e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -15415075.000000 Penalty: 5750.055664
	Iteration 58Q: 3 clusters Score -1.541508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 107519 members 
Entering Unmasked Estep 
Score: -15415116.000000 Penalty: 5750.055664
	Iteration 59Q: 3 clusters Score -1.541512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -15415196.000000 Penalty: 5750.055664
	Iteration 60F: 3 clusters Score -1.54152e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 107474 members 
Entering Unmasked Estep 
Score: -15415216.000000 Penalty: 5750.055664
	Iteration 61Q: 3 clusters Score -1.541522e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -15415282.000000 Penalty: 5750.055664
	Iteration 62Q: 3 clusters Score -1.541528e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 107373 members 
Entering Unmasked Estep 
Score: -15415391.000000 Penalty: 5750.055664
	Iteration 63Q: 3 clusters Score -1.541539e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -15415432.000000 Penalty: 5750.055664
	Iteration 64Q: 3 clusters Score -1.541543e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 107269 members 
Entering Unmasked Estep 
Score: -15415485.000000 Penalty: 5750.055664
	Iteration 65Q: 3 clusters Score -1.541548e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 107222 members 
Entering Unmasked Estep 
Score: -15415555.000000 Penalty: 5750.055664
	Iteration 66Q: 3 clusters Score -1.541556e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 107176 members 
Entering Unmasked Estep 
Score: -15415632.000000 Penalty: 5750.055664
	Iteration 67Q: 3 clusters Score -1.541563e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 107144 members 
Entering Unmasked Estep 
Score: -15415690.000000 Penalty: 5750.055664
	Iteration 68Q: 3 clusters Score -1.541569e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 107118 members 
Entering Unmasked Estep 
Score: -15415771.000000 Penalty: 5750.055664
	Iteration 69Q: 3 clusters Score -1.541577e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -15415876.000000 Penalty: 5750.055664
	Iteration 70Q: 3 clusters Score -1.541588e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 107000 members 
Entering Unmasked Estep 
Score: -15415918.000000 Penalty: 5750.055664
	Iteration 71Q: 3 clusters Score -1.541592e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 106924 members 
Entering Unmasked Estep 
Score: -15415986.000000 Penalty: 5750.055664
	Iteration 72Q: 3 clusters Score -1.541599e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 106852 members 
Entering Unmasked Estep 
Score: -15416059.000000 Penalty: 5750.055664
	Iteration 73Q: 3 clusters Score -1.541606e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 106773 members 
Entering Unmasked Estep 
Score: -15416106.000000 Penalty: 5750.055664
	Iteration 74Q: 3 clusters Score -1.541611e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 106696 members 
Entering Unmasked Estep 
Score: -15416129.000000 Penalty: 5750.055664
	Iteration 75Q: 3 clusters Score -1.541613e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 106621 members 
Entering Unmasked Estep 
Score: -15416187.000000 Penalty: 5750.055664
	Iteration 76Q: 3 clusters Score -1.541619e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 106554 members 
Entering Unmasked Estep 
Score: -15416250.000000 Penalty: 5750.055664
	Iteration 77Q: 3 clusters Score -1.541625e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 106487 members 
Entering Unmasked Estep 
Score: -15416316.000000 Penalty: 5750.055664
	Iteration 78Q: 3 clusters Score -1.541632e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 106423 members 
Entering Unmasked Estep 
Score: -15416363.000000 Penalty: 5750.055664
	Iteration 79Q: 3 clusters Score -1.541636e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -15416424.000000 Penalty: 5750.055664
	Iteration 80F: 3 clusters Score -1.541642e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 106275 members 
Entering Unmasked Estep 
Score: -15416471.000000 Penalty: 5750.055664
	Iteration 81Q: 3 clusters Score -1.541647e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 106198 members 
Entering Unmasked Estep 
Score: -15416502.000000 Penalty: 5750.055664
	Iteration 82Q: 3 clusters Score -1.54165e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 106133 members 
Entering Unmasked Estep 
Score: -15416584.000000 Penalty: 5750.055664
	Iteration 83Q: 3 clusters Score -1.541658e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -15416598.000000 Penalty: 5750.055664
	Iteration 84Q: 3 clusters Score -1.54166e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 106029 members 
Entering Unmasked Estep 
Score: -15416655.000000 Penalty: 5750.055664
	Iteration 85Q: 3 clusters Score -1.541666e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 105967 members 
Entering Unmasked Estep 
Score: -15416716.000000 Penalty: 5750.055664
	Iteration 86Q: 3 clusters Score -1.541672e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -15416751.000000 Penalty: 5750.055664
	Iteration 87Q: 3 clusters Score -1.541675e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 105839 members 
Entering Unmasked Estep 
Score: -15416795.000000 Penalty: 5750.055664
	Iteration 88Q: 3 clusters Score -1.54168e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 105789 members 
Entering Unmasked Estep 
Score: -15416829.000000 Penalty: 5750.055664
	Iteration 89Q: 3 clusters Score -1.541683e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 105732 members 
Entering Unmasked Estep 
Score: -15416881.000000 Penalty: 5750.055664
	Iteration 90Q: 3 clusters Score -1.541688e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -15416920.000000 Penalty: 5750.055664
	Iteration 91Q: 3 clusters Score -1.541692e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 105616 members 
Entering Unmasked Estep 
Score: -15416959.000000 Penalty: 5750.055664
	Iteration 92Q: 3 clusters Score -1.541696e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 105562 members 
Entering Unmasked Estep 
Score: -15416967.000000 Penalty: 5750.055664
	Iteration 93Q: 3 clusters Score -1.541697e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 105507 members 
Entering Unmasked Estep 
Score: -15416975.000000 Penalty: 5750.055664
	Iteration 94Q: 3 clusters Score -1.541698e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
Score: -15416989.000000 Penalty: 5750.055664
	Iteration 95Q: 3 clusters Score -1.541699e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 105437 members 
Entering Unmasked Estep 
Score: -15417001.000000 Penalty: 5750.055664
	Iteration 96Q: 3 clusters Score -1.5417e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 105415 members 
Entering Unmasked Estep 
Score: -15416983.000000 Penalty: 5750.055664
	Iteration 97Q: 3 clusters Score -1.541698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 105395 members 
Entering Unmasked Estep 
Score: -15416997.000000 Penalty: 5750.055664
	Iteration 98Q: 3 clusters Score -1.5417e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 105369 members 
Entering Unmasked Estep 
Score: -15417006.000000 Penalty: 5750.055664
	Iteration 99Q: 3 clusters Score -1.541701e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -15416998.000000 Penalty: 5750.055664
	Iteration 100F: 3 clusters Score -1.5417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 105334 members 
Entering Unmasked Estep 
Score: -15417001.000000 Penalty: 5750.055664
	Iteration 101Q: 3 clusters Score -1.5417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 105327 members 
Entering Unmasked Estep 
Score: -15416995.000000 Penalty: 5750.055664
	Iteration 102Q: 3 clusters Score -1.5417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 105318 members 
Entering Unmasked Estep 
Score: -15416996.000000 Penalty: 5750.055664
	Iteration 103Q: 3 clusters Score -1.5417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -15417005.000000 Penalty: 5750.055664
	Iteration 104Q: 3 clusters Score -1.5417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -15416987.000000 Penalty: 5750.055664
	Iteration 105Q: 3 clusters Score -1.541699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 105287 members 
Entering Unmasked Estep 
Score: -15416977.000000 Penalty: 5750.055664
	Iteration 106Q: 3 clusters Score -1.541698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 105281 members 
Entering Unmasked Estep 
Score: -15416995.000000 Penalty: 5750.055664
	Iteration 107Q: 3 clusters Score -1.5417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 105275 members 
Entering Unmasked Estep 
Score: -15416999.000000 Penalty: 5750.055664
	Iteration 108Q: 3 clusters Score -1.5417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 105274 members 
Entering Unmasked Estep 
Score: -15416991.000000 Penalty: 5750.055664
	Iteration 109Q: 3 clusters Score -1.541699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 105273 members 
Entering Unmasked Estep 
Score: -15416995.000000 Penalty: 5750.055664
	Iteration 110Q: 3 clusters Score -1.5417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 105272 members 
Entering Unmasked Estep 
Score: -15416995.000000 Penalty: 5750.055664
	Iteration 111Q: 3 clusters Score -1.5417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 105271 members 
Entering Unmasked Estep 
Score: -15416992.000000 Penalty: 5750.055664
	Iteration 112Q: 3 clusters Score -1.541699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 105271 members 
Entering Unmasked Estep 
Score: -15416990.000000 Penalty: 5750.055664
	Iteration 113Q: 3 clusters Score -1.541699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -15416994.000000 Penalty: 5750.055664
	Iteration 114Q: 3 clusters Score -1.541699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -15416994.000000 Penalty: 5750.055664
	Iteration 115F: 3 clusters Score -1.541699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 3051 members 
Mstep: Class 4 contains 164509 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41177 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119552 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35958 members 
Mstep: Class 12 contains 122896 members 
Mstep: Class 13 contains 26270 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38941 members 
Mstep: Class 16 contains 107710 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35702 members 
Mstep: Class 19 contains 156395 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Mstep: Class 24 contains 105270 members 
Entering Unmasked Estep 
Score: -147137696.000000 Penalty: 82566.710938
Splitting cluster 3 changes total score from -147138336.000000 to -147137696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (164509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164509 members 
Entering Unmasked Estep 
Score: -23059860.000000 Penalty: 2978.658691
	Iteration 0F: 2 clusters Score -2.305986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -22956004.000000 Penalty: 5957.317383
	Iteration 0F: 3 clusters Score -2.2956e+07 nChanged 78458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -23001548.000000 Penalty: 5957.317383
	Iteration 1F: 3 clusters Score -2.300155e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -23003140.000000 Penalty: 5957.317383
	Iteration 2Q: 3 clusters Score -2.300314e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -23005834.000000 Penalty: 5957.317383
	Iteration 3Q: 3 clusters Score -2.300583e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 110206 members 
Entering Unmasked Estep 
Score: -23011566.000000 Penalty: 5957.317383
	Iteration 4F: 3 clusters Score -2.301157e+07 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 123294 members 
Entering Unmasked Estep 
Score: -23021676.000000 Penalty: 5957.317383
	Iteration 5F: 3 clusters Score -2.302168e+07 nChanged 15287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 138575 members 
Entering Unmasked Estep 
Score: -23036054.000000 Penalty: 5957.317383
	Iteration 6F: 3 clusters Score -2.303605e+07 nChanged 13359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -23048506.000000 Penalty: 5957.317383
	Iteration 7F: 3 clusters Score -2.304851e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 159723 members 
Entering Unmasked Estep 
Score: -23054102.000000 Penalty: 5957.317383
	Iteration 8Q: 3 clusters Score -2.30541e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 162860 members 
Entering Unmasked Estep 
Score: -23056194.000000 Penalty: 5957.317383
	Iteration 9Q: 3 clusters Score -2.305619e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 163823 members 
Entering Unmasked Estep 
Score: -23056898.000000 Penalty: 5957.317383
	Iteration 10Q: 3 clusters Score -2.30569e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 164066 members 
Entering Unmasked Estep 
Score: -23057104.000000 Penalty: 5957.317383
	Iteration 11Q: 3 clusters Score -2.30571e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 164139 members 
Entering Unmasked Estep 
Score: -23057178.000000 Penalty: 5957.317383
	Iteration 12Q: 3 clusters Score -2.305718e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 164170 members 
Entering Unmasked Estep 
Score: -23057246.000000 Penalty: 5957.317383
	Iteration 13Q: 3 clusters Score -2.305725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 164188 members 
Entering Unmasked Estep 
Score: -23057220.000000 Penalty: 5957.317383
	Iteration 14Q: 3 clusters Score -2.305722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -23057232.000000 Penalty: 5957.317383
	Iteration 15Q: 3 clusters Score -2.305723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 164202 members 
Entering Unmasked Estep 
Score: -23057272.000000 Penalty: 5957.317383
	Iteration 16Q: 3 clusters Score -2.305727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 164200 members 
Entering Unmasked Estep 
Score: -23057258.000000 Penalty: 5957.317383
	Iteration 17Q: 3 clusters Score -2.305726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 164201 members 
Entering Unmasked Estep 
Score: -23057262.000000 Penalty: 5957.317383
	Iteration 18Q: 3 clusters Score -2.305726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 164200 members 
Entering Unmasked Estep 
Score: -23057274.000000 Penalty: 5957.317383
	Iteration 19Q: 3 clusters Score -2.305727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 164201 members 
Entering Unmasked Estep 
Score: -23057282.000000 Penalty: 5957.317383
	Iteration 20F: 3 clusters Score -2.305728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 164203 members 
Entering Unmasked Estep 
Score: -23057280.000000 Penalty: 5957.317383
	Iteration 21Q: 3 clusters Score -2.305728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 164204 members 
Entering Unmasked Estep 
Score: -23057286.000000 Penalty: 5957.317383
	Iteration 22Q: 3 clusters Score -2.305729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 164205 members 
Entering Unmasked Estep 
Score: -23057296.000000 Penalty: 5957.317383
	Iteration 23Q: 3 clusters Score -2.30573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 164206 members 
Entering Unmasked Estep 
Score: -23057298.000000 Penalty: 5957.317383
	Iteration 24Q: 3 clusters Score -2.30573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 164206 members 
Entering Unmasked Estep 
Score: -23057298.000000 Penalty: 5957.317383
	Iteration 25F: 3 clusters Score -2.30573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -750868.875000 Penalty: 2128.857666
	Iteration 0F: 2 clusters Score -750868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -746135.687500 Penalty: 4257.715332
	Iteration 0F: 3 clusters Score -746135.7 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -747547.375000 Penalty: 4257.715332
	Iteration 1F: 3 clusters Score -747547.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -748077.375000 Penalty: 4257.715332
	Iteration 2F: 3 clusters Score -748077.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -748524.437500 Penalty: 4257.715332
	Iteration 3F: 3 clusters Score -748524.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -748907.937500 Penalty: 4257.715332
	Iteration 4F: 3 clusters Score -748907.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -749330.000000 Penalty: 4257.715332
	Iteration 5F: 3 clusters Score -749330 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -749759.937500 Penalty: 4257.715332
	Iteration 6F: 3 clusters Score -749759.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -750170.062500 Penalty: 4257.715332
	Iteration 7F: 3 clusters Score -750170.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -750511.812500 Penalty: 4257.715332
	Iteration 8F: 3 clusters Score -750511.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -750681.687500 Penalty: 4257.715332
	Iteration 9Q: 3 clusters Score -750681.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -750781.750000 Penalty: 4257.715332
	Iteration 10Q: 3 clusters Score -750781.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -750917.500000 Penalty: 4257.715332
	Iteration 11Q: 3 clusters Score -750917.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -751026.437500 Penalty: 4257.715332
	Iteration 12Q: 3 clusters Score -751026.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -751049.750000 Penalty: 4257.715332
	Iteration 13Q: 3 clusters Score -751049.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -751053.312500 Penalty: 4257.715332
	Iteration 14Q: 3 clusters Score -751053.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -751055.437500 Penalty: 4257.715332
	Iteration 15Q: 3 clusters Score -751055.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -751058.187500 Penalty: 4257.715332
	Iteration 16Q: 3 clusters Score -751058.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -751061.500000 Penalty: 4257.715332
	Iteration 17Q: 3 clusters Score -751061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -751062.500000 Penalty: 4257.715332
	Iteration 18Q: 3 clusters Score -751062.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -751062.625000 Penalty: 4257.715332
	Iteration 19Q: 3 clusters Score -751062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -751064.062500 Penalty: 4257.715332
	Iteration 20F: 3 clusters Score -751064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108321 members 
Mstep: Class 4 contains 164509 members 
Mstep: Class 5 contains 4364 members 
Mstep: Class 6 contains 41177 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119552 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35958 members 
Mstep: Class 12 contains 122896 members 
Mstep: Class 13 contains 26270 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38941 members 
Mstep: Class 16 contains 107710 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35702 members 
Mstep: Class 19 contains 156395 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Mstep: Class 24 contains 982 members 
Entering Unmasked Estep 
Score: -147137376.000000 Penalty: 82566.710938
Splitting cluster 5 changes total score from -147138336.000000 to -147137376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (41177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Entering Unmasked Estep 
Score: -5883687.000000 Penalty: 2635.157471
	Iteration 0F: 2 clusters Score -5883687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -5855873.000000 Penalty: 5270.314941
	Iteration 0F: 3 clusters Score -5855873 nChanged 18760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -5865978.500000 Penalty: 5270.314941
	Iteration 1F: 3 clusters Score -5865978 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5866642.000000 Penalty: 5270.314941
	Iteration 2Q: 3 clusters Score -5866642 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -5867291.500000 Penalty: 5270.314941
	Iteration 3Q: 3 clusters Score -5867292 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -5868042.500000 Penalty: 5270.314941
	Iteration 4Q: 3 clusters Score -5868042 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -5869068.500000 Penalty: 5270.314941
	Iteration 5F: 3 clusters Score -5869068 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -5870402.000000 Penalty: 5270.314941
	Iteration 6F: 3 clusters Score -5870402 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -5872156.000000 Penalty: 5270.314941
	Iteration 7F: 3 clusters Score -5872156 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -5874382.000000 Penalty: 5270.314941
	Iteration 8F: 3 clusters Score -5874382 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -5876772.000000 Penalty: 5270.314941
	Iteration 9F: 3 clusters Score -5876772 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -5878731.000000 Penalty: 5270.314941
	Iteration 10F: 3 clusters Score -5878731 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -5879927.500000 Penalty: 5270.314941
	Iteration 11Q: 3 clusters Score -5879928 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -5880586.500000 Penalty: 5270.314941
	Iteration 12Q: 3 clusters Score -5880586 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5880977.000000 Penalty: 5270.314941
	Iteration 13Q: 3 clusters Score -5880977 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -5881168.500000 Penalty: 5270.314941
	Iteration 14Q: 3 clusters Score -5881168 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -5881269.000000 Penalty: 5270.314941
	Iteration 15Q: 3 clusters Score -5881269 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5881338.500000 Penalty: 5270.314941
	Iteration 16Q: 3 clusters Score -5881338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -5881379.500000 Penalty: 5270.314941
	Iteration 17Q: 3 clusters Score -5881380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5881410.000000 Penalty: 5270.314941
	Iteration 18Q: 3 clusters Score -5881410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -5881416.000000 Penalty: 5270.314941
	Iteration 19Q: 3 clusters Score -5881416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5881426.000000 Penalty: 5270.314941
	Iteration 20F: 3 clusters Score -5881426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5881425.000000 Penalty: 5270.314941
	Iteration 21Q: 3 clusters Score -5881425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5881428.000000 Penalty: 5270.314941
	Iteration 22Q: 3 clusters Score -5881428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -5881440.500000 Penalty: 5270.314941
	Iteration 23Q: 3 clusters Score -5881440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -5881450.000000 Penalty: 5270.314941
	Iteration 24Q: 3 clusters Score -5881450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -5881454.000000 Penalty: 5270.314941
	Iteration 25Q: 3 clusters Score -5881454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5881454.000000 Penalty: 5270.314941
	Iteration 26Q: 3 clusters Score -5881454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5881454.000000 Penalty: 5270.314941
	Iteration 27F: 3 clusters Score -5881454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -326892.687500 Penalty: 1926.491333
	Iteration 0F: 2 clusters Score -326892.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -324022.718750 Penalty: 3852.982666
	Iteration 0F: 3 clusters Score -324022.7 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -324553.343750 Penalty: 3852.982666
	Iteration 1F: 3 clusters Score -324553.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -324716.250000 Penalty: 3852.982666
	Iteration 2F: 3 clusters Score -324716.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -324895.406250 Penalty: 3852.982666
	Iteration 3F: 3 clusters Score -324895.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -325308.406250 Penalty: 3852.982666
	Iteration 4F: 3 clusters Score -325308.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -325662.250000 Penalty: 3852.982666
	Iteration 5F: 3 clusters Score -325662.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -325933.906250 Penalty: 3852.982666
	Iteration 6F: 3 clusters Score -325933.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -326122.531250 Penalty: 3852.982666
	Iteration 7F: 3 clusters Score -326122.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -326235.031250 Penalty: 3852.982666
	Iteration 8Q: 3 clusters Score -326235 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -326305.000000 Penalty: 3852.982666
	Iteration 9Q: 3 clusters Score -326305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -326349.531250 Penalty: 3852.982666
	Iteration 10Q: 3 clusters Score -326349.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -326365.125000 Penalty: 3852.982666
	Iteration 11Q: 3 clusters Score -326365.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -326373.687500 Penalty: 3852.982666
	Iteration 12Q: 3 clusters Score -326373.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -326376.156250 Penalty: 3852.982666
	Iteration 13Q: 3 clusters Score -326376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -326377.906250 Penalty: 3852.982666
	Iteration 14Q: 3 clusters Score -326377.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -326377.906250 Penalty: 3852.982666
	Iteration 15F: 3 clusters Score -326377.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (119552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119552 members 
Entering Unmasked Estep 
Score: -17037318.000000 Penalty: 2899.493652
	Iteration 0F: 2 clusters Score -1.703732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -16958184.000000 Penalty: 5798.987305
	Iteration 0F: 3 clusters Score -1.695818e+07 nChanged 56788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -16990604.000000 Penalty: 5798.987305
	Iteration 1F: 3 clusters Score -1.69906e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -16991212.000000 Penalty: 5798.987305
	Iteration 2Q: 3 clusters Score -1.699121e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -16992024.000000 Penalty: 5798.987305
	Iteration 3Q: 3 clusters Score -1.699202e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -16992842.000000 Penalty: 5798.987305
	Iteration 4Q: 3 clusters Score -1.699284e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -16993564.000000 Penalty: 5798.987305
	Iteration 5Q: 3 clusters Score -1.699356e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64328 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -16994590.000000 Penalty: 5798.987305
	Iteration 6Q: 3 clusters Score -1.699459e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -16995840.000000 Penalty: 5798.987305
	Iteration 7Q: 3 clusters Score -1.699584e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -16997284.000000 Penalty: 5798.987305
	Iteration 8Q: 3 clusters Score -1.699728e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -16999240.000000 Penalty: 5798.987305
	Iteration 9Q: 3 clusters Score -1.699924e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -17002304.000000 Penalty: 5798.987305
	Iteration 10Q: 3 clusters Score -1.70023e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85115 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -17006384.000000 Penalty: 5798.987305
	Iteration 11F: 3 clusters Score -1.700638e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -17012082.000000 Penalty: 5798.987305
	Iteration 12F: 3 clusters Score -1.701208e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -17019140.000000 Penalty: 5798.987305
	Iteration 13F: 3 clusters Score -1.701914e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -17025684.000000 Penalty: 5798.987305
	Iteration 14F: 3 clusters Score -1.702568e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114165 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -17030340.000000 Penalty: 5798.987305
	Iteration 15Q: 3 clusters Score -1.703034e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117138 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -17032964.000000 Penalty: 5798.987305
	Iteration 16Q: 3 clusters Score -1.703296e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -17033998.000000 Penalty: 5798.987305
	Iteration 17Q: 3 clusters Score -1.7034e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118883 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -17034386.000000 Penalty: 5798.987305
	Iteration 18Q: 3 clusters Score -1.703439e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119073 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -17034538.000000 Penalty: 5798.987305
	Iteration 19Q: 3 clusters Score -1.703454e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119161 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -17034628.000000 Penalty: 5798.987305
	Iteration 20F: 3 clusters Score -1.703463e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119198 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -17034648.000000 Penalty: 5798.987305
	Iteration 21Q: 3 clusters Score -1.703465e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119212 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -17034666.000000 Penalty: 5798.987305
	Iteration 22Q: 3 clusters Score -1.703467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119222 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -17034694.000000 Penalty: 5798.987305
	Iteration 23Q: 3 clusters Score -1.703469e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119235 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -17034704.000000 Penalty: 5798.987305
	Iteration 24Q: 3 clusters Score -1.70347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119242 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17034722.000000 Penalty: 5798.987305
	Iteration 25Q: 3 clusters Score -1.703472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119249 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17034754.000000 Penalty: 5798.987305
	Iteration 26Q: 3 clusters Score -1.703475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119255 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17034766.000000 Penalty: 5798.987305
	Iteration 27Q: 3 clusters Score -1.703477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17034776.000000 Penalty: 5798.987305
	Iteration 28Q: 3 clusters Score -1.703478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119255 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17034778.000000 Penalty: 5798.987305
	Iteration 29Q: 3 clusters Score -1.703478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119253 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17034770.000000 Penalty: 5798.987305
	Iteration 30Q: 3 clusters Score -1.703477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119253 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17034770.000000 Penalty: 5798.987305
	Iteration 31F: 3 clusters Score -1.703477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -74522.226562 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -74522.23 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 280 members 
Entering Unmasked Estep 
Score: -72908.007812 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -72908.01 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73116.039062 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -73116.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73219.445312 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -73219.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73259.953125 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -73259.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73290.226562 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -73290.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73301.554688 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -73301.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73308.070312 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -73308.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73319.031250 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -73319.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73330.921875 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -73330.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73347.554688 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -73347.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73357.203125 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -73357.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73376.085938 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -73376.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73410.734375 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -73410.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73458.679688 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -73458.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73531.890625 Penalty: 3169.559326
	Iteration 14Q: 3 clusters Score -73531.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73659.210938 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -73659.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73908.109375 Penalty: 3169.559326
	Iteration 16Q: 3 clusters Score -73908.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74191.734375 Penalty: 3169.559326
	Iteration 17Q: 3 clusters Score -74191.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74303.820312 Penalty: 3169.559326
	Iteration 18Q: 3 clusters Score -74303.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74409.812500 Penalty: 3169.559326
	Iteration 19Q: 3 clusters Score -74409.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74441.023438 Penalty: 3169.559326
	Iteration 20F: 3 clusters Score -74441.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74471.414062 Penalty: 3169.559326
	Iteration 21Q: 3 clusters Score -74471.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74476.640625 Penalty: 3169.559326
	Iteration 22Q: 3 clusters Score -74476.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74476.640625 Penalty: 3169.559326
	Iteration 23F: 3 clusters Score -74476.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -154846.546875 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -154846.5 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 577 members 
Entering Unmasked Estep 
Score: -152818.078125 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -152818.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -153110.843750 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -153110.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -153204.359375 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -153204.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -153255.265625 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -153255.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -153287.156250 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -153287.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -153315.546875 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -153315.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -153330.250000 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -153330.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -153339.265625 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -153339.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -153347.265625 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -153347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -153358.296875 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -153358.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -153364.062500 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -153364.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -153366.250000 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -153366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -153370.468750 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -153370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153373.609375 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -153373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153374.890625 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -153374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -153378.796875 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -153378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -153379.406250 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -153379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -153380.687500 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -153380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -153381.437500 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -153381.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -153382.359375 Penalty: 3478.902100
	Iteration 19Q: 3 clusters Score -153382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -153383.421875 Penalty: 3478.902100
	Iteration 20F: 3 clusters Score -153383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -153385.828125 Penalty: 3478.902100
	Iteration 21Q: 3 clusters Score -153385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -153388.343750 Penalty: 3478.902100
	Iteration 22Q: 3 clusters Score -153388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -153388.343750 Penalty: 3478.902100
	Iteration 23F: 3 clusters Score -153388.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Entering Unmasked Estep 
Score: -5140899.500000 Penalty: 2601.546387
	Iteration 0F: 2 clusters Score -5140900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -5116401.000000 Penalty: 5203.092773
	Iteration 0F: 3 clusters Score -5116401 nChanged 16331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -5125191.500000 Penalty: 5203.092773
	Iteration 1F: 3 clusters Score -5125192 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5125572.500000 Penalty: 5203.092773
	Iteration 2Q: 3 clusters Score -5125572 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -5125928.500000 Penalty: 5203.092773
	Iteration 3Q: 3 clusters Score -5125928 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -5126215.000000 Penalty: 5203.092773
	Iteration 4Q: 3 clusters Score -5126215 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -5126464.000000 Penalty: 5203.092773
	Iteration 5Q: 3 clusters Score -5126464 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -5126732.000000 Penalty: 5203.092773
	Iteration 6Q: 3 clusters Score -5126732 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5127096.500000 Penalty: 5203.092773
	Iteration 7Q: 3 clusters Score -5127096 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -5127579.500000 Penalty: 5203.092773
	Iteration 8Q: 3 clusters Score -5127580 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -5128369.000000 Penalty: 5203.092773
	Iteration 9Q: 3 clusters Score -5128369 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -5129578.500000 Penalty: 5203.092773
	Iteration 10F: 3 clusters Score -5129578 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -5131351.000000 Penalty: 5203.092773
	Iteration 11F: 3 clusters Score -5131351 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -5133672.000000 Penalty: 5203.092773
	Iteration 12F: 3 clusters Score -5133672 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -5135921.500000 Penalty: 5203.092773
	Iteration 13F: 3 clusters Score -5135922 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -5137389.500000 Penalty: 5203.092773
	Iteration 14Q: 3 clusters Score -5137390 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -5138062.500000 Penalty: 5203.092773
	Iteration 15Q: 3 clusters Score -5138062 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -5138351.500000 Penalty: 5203.092773
	Iteration 16Q: 3 clusters Score -5138352 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -5138494.000000 Penalty: 5203.092773
	Iteration 17Q: 3 clusters Score -5138494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -5138559.000000 Penalty: 5203.092773
	Iteration 18Q: 3 clusters Score -5138559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -5138592.500000 Penalty: 5203.092773
	Iteration 19Q: 3 clusters Score -5138592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -5138622.500000 Penalty: 5203.092773
	Iteration 20F: 3 clusters Score -5138622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -5138642.500000 Penalty: 5203.092773
	Iteration 21Q: 3 clusters Score -5138642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -5138647.000000 Penalty: 5203.092773
	Iteration 22Q: 3 clusters Score -5138647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -5138650.500000 Penalty: 5203.092773
	Iteration 23Q: 3 clusters Score -5138650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5138654.500000 Penalty: 5203.092773
	Iteration 24Q: 3 clusters Score -5138654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5138657.000000 Penalty: 5203.092773
	Iteration 25Q: 3 clusters Score -5138657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5138657.000000 Penalty: 5203.092773
	Iteration 26F: 3 clusters Score -5138657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (122896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122896 members 
Entering Unmasked Estep 
Score: -17442956.000000 Penalty: 2906.335205
	Iteration 0F: 2 clusters Score -1.744296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -17362154.000000 Penalty: 5812.670410
	Iteration 0F: 3 clusters Score -1.736215e+07 nChanged 58510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -17396622.000000 Penalty: 5812.670410
	Iteration 1F: 3 clusters Score -1.739662e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -17398286.000000 Penalty: 5812.670410
	Iteration 2Q: 3 clusters Score -1.739829e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -17401214.000000 Penalty: 5812.670410
	Iteration 3Q: 3 clusters Score -1.740121e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -17405922.000000 Penalty: 5812.670410
	Iteration 4F: 3 clusters Score -1.740592e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -17413094.000000 Penalty: 5812.670410
	Iteration 5F: 3 clusters Score -1.741309e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -17421900.000000 Penalty: 5812.670410
	Iteration 6F: 3 clusters Score -1.74219e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 109842 members 
Entering Unmasked Estep 
Score: -17430170.000000 Penalty: 5812.670410
	Iteration 7F: 3 clusters Score -1.743017e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 115795 members 
Entering Unmasked Estep 
Score: -17435602.000000 Penalty: 5812.670410
	Iteration 8Q: 3 clusters Score -1.74356e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 119032 members 
Entering Unmasked Estep 
Score: -17438332.000000 Penalty: 5812.670410
	Iteration 9Q: 3 clusters Score -1.743833e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 120667 members 
Entering Unmasked Estep 
Score: -17439586.000000 Penalty: 5812.670410
	Iteration 10Q: 3 clusters Score -1.743959e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 121435 members 
Entering Unmasked Estep 
Score: -17440058.000000 Penalty: 5812.670410
	Iteration 11Q: 3 clusters Score -1.744006e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 121800 members 
Entering Unmasked Estep 
Score: -17440300.000000 Penalty: 5812.670410
	Iteration 12Q: 3 clusters Score -1.74403e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 121978 members 
Entering Unmasked Estep 
Score: -17440402.000000 Penalty: 5812.670410
	Iteration 13Q: 3 clusters Score -1.74404e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 122091 members 
Entering Unmasked Estep 
Score: -17440502.000000 Penalty: 5812.670410
	Iteration 14Q: 3 clusters Score -1.74405e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 122153 members 
Entering Unmasked Estep 
Score: -17440512.000000 Penalty: 5812.670410
	Iteration 15Q: 3 clusters Score -1.744051e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 122205 members 
Entering Unmasked Estep 
Score: -17440558.000000 Penalty: 5812.670410
	Iteration 16Q: 3 clusters Score -1.744056e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 122248 members 
Entering Unmasked Estep 
Score: -17440572.000000 Penalty: 5812.670410
	Iteration 17Q: 3 clusters Score -1.744057e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 122276 members 
Entering Unmasked Estep 
Score: -17440616.000000 Penalty: 5812.670410
	Iteration 18Q: 3 clusters Score -1.744062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 122296 members 
Entering Unmasked Estep 
Score: -17440640.000000 Penalty: 5812.670410
	Iteration 19Q: 3 clusters Score -1.744064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 122309 members 
Entering Unmasked Estep 
Score: -17440660.000000 Penalty: 5812.670410
	Iteration 20F: 3 clusters Score -1.744066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 122322 members 
Entering Unmasked Estep 
Score: -17440678.000000 Penalty: 5812.670410
	Iteration 21Q: 3 clusters Score -1.744068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 122327 members 
Entering Unmasked Estep 
Score: -17440670.000000 Penalty: 5812.670410
	Iteration 22Q: 3 clusters Score -1.744067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 122331 members 
Entering Unmasked Estep 
Score: -17440666.000000 Penalty: 5812.670410
	Iteration 23Q: 3 clusters Score -1.744067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 122336 members 
Entering Unmasked Estep 
Score: -17440688.000000 Penalty: 5812.670410
	Iteration 24Q: 3 clusters Score -1.744069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 122338 members 
Entering Unmasked Estep 
Score: -17440680.000000 Penalty: 5812.670410
	Iteration 25Q: 3 clusters Score -1.744068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 122340 members 
Entering Unmasked Estep 
Score: -17440682.000000 Penalty: 5812.670410
	Iteration 26Q: 3 clusters Score -1.744068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 122340 members 
Entering Unmasked Estep 
Score: -17440682.000000 Penalty: 5812.670410
	Iteration 27F: 3 clusters Score -1.744068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Entering Unmasked Estep 
Score: -3740668.000000 Penalty: 2523.693359
	Iteration 0F: 2 clusters Score -3740668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3722482.750000 Penalty: 5047.386719
	Iteration 0F: 3 clusters Score -3722483 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3728964.500000 Penalty: 5047.386719
	Iteration 1F: 3 clusters Score -3728964 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3729451.000000 Penalty: 5047.386719
	Iteration 2Q: 3 clusters Score -3729451 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3729909.250000 Penalty: 5047.386719
	Iteration 3Q: 3 clusters Score -3729909 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3730378.500000 Penalty: 5047.386719
	Iteration 4Q: 3 clusters Score -3730378 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3730881.750000 Penalty: 5047.386719
	Iteration 5Q: 3 clusters Score -3730882 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3731400.250000 Penalty: 5047.386719
	Iteration 6Q: 3 clusters Score -3731400 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -3731989.000000 Penalty: 5047.386719
	Iteration 7Q: 3 clusters Score -3731989 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3732727.000000 Penalty: 5047.386719
	Iteration 8F: 3 clusters Score -3732727 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3733682.250000 Penalty: 5047.386719
	Iteration 9F: 3 clusters Score -3733682 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3734679.250000 Penalty: 5047.386719
	Iteration 10F: 3 clusters Score -3734679 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3735584.500000 Penalty: 5047.386719
	Iteration 11F: 3 clusters Score -3735584 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3736182.000000 Penalty: 5047.386719
	Iteration 12Q: 3 clusters Score -3736182 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3736493.500000 Penalty: 5047.386719
	Iteration 13Q: 3 clusters Score -3736494 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3736627.750000 Penalty: 5047.386719
	Iteration 14Q: 3 clusters Score -3736628 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3736721.500000 Penalty: 5047.386719
	Iteration 15Q: 3 clusters Score -3736722 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3736823.000000 Penalty: 5047.386719
	Iteration 16Q: 3 clusters Score -3736823 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3736894.250000 Penalty: 5047.386719
	Iteration 17Q: 3 clusters Score -3736894 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3736955.000000 Penalty: 5047.386719
	Iteration 18Q: 3 clusters Score -3736955 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3736987.250000 Penalty: 5047.386719
	Iteration 19Q: 3 clusters Score -3736987 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3737028.500000 Penalty: 5047.386719
	Iteration 20F: 3 clusters Score -3737028 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3737066.750000 Penalty: 5047.386719
	Iteration 21Q: 3 clusters Score -3737067 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3737111.750000 Penalty: 5047.386719
	Iteration 22Q: 3 clusters Score -3737112 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3737166.500000 Penalty: 5047.386719
	Iteration 23Q: 3 clusters Score -3737166 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3737194.000000 Penalty: 5047.386719
	Iteration 24Q: 3 clusters Score -3737194 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3737227.750000 Penalty: 5047.386719
	Iteration 25Q: 3 clusters Score -3737228 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3737272.250000 Penalty: 5047.386719
	Iteration 26Q: 3 clusters Score -3737272 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3737296.750000 Penalty: 5047.386719
	Iteration 27Q: 3 clusters Score -3737297 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3737311.500000 Penalty: 5047.386719
	Iteration 28Q: 3 clusters Score -3737312 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3737332.500000 Penalty: 5047.386719
	Iteration 29Q: 3 clusters Score -3737332 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3737352.750000 Penalty: 5047.386719
	Iteration 30Q: 3 clusters Score -3737353 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3737387.250000 Penalty: 5047.386719
	Iteration 31Q: 3 clusters Score -3737387 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3737436.000000 Penalty: 5047.386719
	Iteration 32Q: 3 clusters Score -3737436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3737474.250000 Penalty: 5047.386719
	Iteration 33Q: 3 clusters Score -3737474 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3737509.000000 Penalty: 5047.386719
	Iteration 34Q: 3 clusters Score -3737509 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3737528.500000 Penalty: 5047.386719
	Iteration 35Q: 3 clusters Score -3737528 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3737561.250000 Penalty: 5047.386719
	Iteration 36Q: 3 clusters Score -3737561 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3737568.000000 Penalty: 5047.386719
	Iteration 37Q: 3 clusters Score -3737568 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -3737589.250000 Penalty: 5047.386719
	Iteration 38Q: 3 clusters Score -3737589 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3737618.750000 Penalty: 5047.386719
	Iteration 39Q: 3 clusters Score -3737619 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -3737644.250000 Penalty: 5047.386719
	Iteration 40F: 3 clusters Score -3737644 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3737678.750000 Penalty: 5047.386719
	Iteration 41Q: 3 clusters Score -3737679 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3737712.000000 Penalty: 5047.386719
	Iteration 42Q: 3 clusters Score -3737712 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3737749.000000 Penalty: 5047.386719
	Iteration 43Q: 3 clusters Score -3737749 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3737785.500000 Penalty: 5047.386719
	Iteration 44Q: 3 clusters Score -3737786 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -3737814.750000 Penalty: 5047.386719
	Iteration 45Q: 3 clusters Score -3737815 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3737867.250000 Penalty: 5047.386719
	Iteration 46Q: 3 clusters Score -3737867 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3737934.000000 Penalty: 5047.386719
	Iteration 47Q: 3 clusters Score -3737934 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3737987.500000 Penalty: 5047.386719
	Iteration 48Q: 3 clusters Score -3737988 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3738032.750000 Penalty: 5047.386719
	Iteration 49Q: 3 clusters Score -3738033 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3738086.250000 Penalty: 5047.386719
	Iteration 50Q: 3 clusters Score -3738086 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3738135.500000 Penalty: 5047.386719
	Iteration 51Q: 3 clusters Score -3738136 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3738205.000000 Penalty: 5047.386719
	Iteration 52Q: 3 clusters Score -3738205 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3738266.500000 Penalty: 5047.386719
	Iteration 53Q: 3 clusters Score -3738266 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -3738331.500000 Penalty: 5047.386719
	Iteration 54Q: 3 clusters Score -3738332 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3738410.000000 Penalty: 5047.386719
	Iteration 55Q: 3 clusters Score -3738410 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3738458.000000 Penalty: 5047.386719
	Iteration 56Q: 3 clusters Score -3738458 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3738504.000000 Penalty: 5047.386719
	Iteration 57Q: 3 clusters Score -3738504 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3738547.500000 Penalty: 5047.386719
	Iteration 58Q: 3 clusters Score -3738548 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3738594.750000 Penalty: 5047.386719
	Iteration 59Q: 3 clusters Score -3738595 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3738642.000000 Penalty: 5047.386719
	Iteration 60F: 3 clusters Score -3738642 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3738682.500000 Penalty: 5047.386719
	Iteration 61Q: 3 clusters Score -3738682 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3738721.250000 Penalty: 5047.386719
	Iteration 62Q: 3 clusters Score -3738721 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3738762.750000 Penalty: 5047.386719
	Iteration 63Q: 3 clusters Score -3738763 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3738805.750000 Penalty: 5047.386719
	Iteration 64Q: 3 clusters Score -3738806 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3738840.500000 Penalty: 5047.386719
	Iteration 65Q: 3 clusters Score -3738840 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3738863.750000 Penalty: 5047.386719
	Iteration 66Q: 3 clusters Score -3738864 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3738893.000000 Penalty: 5047.386719
	Iteration 67Q: 3 clusters Score -3738893 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3738926.500000 Penalty: 5047.386719
	Iteration 68Q: 3 clusters Score -3738926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3738941.000000 Penalty: 5047.386719
	Iteration 69Q: 3 clusters Score -3738941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3738952.500000 Penalty: 5047.386719
	Iteration 70Q: 3 clusters Score -3738952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3738960.000000 Penalty: 5047.386719
	Iteration 71Q: 3 clusters Score -3738960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3738987.500000 Penalty: 5047.386719
	Iteration 72Q: 3 clusters Score -3738988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3738998.250000 Penalty: 5047.386719
	Iteration 73Q: 3 clusters Score -3738998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3739014.500000 Penalty: 5047.386719
	Iteration 74Q: 3 clusters Score -3739014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3739018.250000 Penalty: 5047.386719
	Iteration 75Q: 3 clusters Score -3739018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3739032.250000 Penalty: 5047.386719
	Iteration 76Q: 3 clusters Score -3739032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3739039.500000 Penalty: 5047.386719
	Iteration 77Q: 3 clusters Score -3739040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3739041.000000 Penalty: 5047.386719
	Iteration 78Q: 3 clusters Score -3739041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3739050.750000 Penalty: 5047.386719
	Iteration 79Q: 3 clusters Score -3739051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3739068.250000 Penalty: 5047.386719
	Iteration 80F: 3 clusters Score -3739068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3739072.250000 Penalty: 5047.386719
	Iteration 81Q: 3 clusters Score -3739072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3739075.250000 Penalty: 5047.386719
	Iteration 82Q: 3 clusters Score -3739075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3739081.250000 Penalty: 5047.386719
	Iteration 83Q: 3 clusters Score -3739081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3739083.500000 Penalty: 5047.386719
	Iteration 84Q: 3 clusters Score -3739084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3739088.500000 Penalty: 5047.386719
	Iteration 85Q: 3 clusters Score -3739088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3739092.500000 Penalty: 5047.386719
	Iteration 86Q: 3 clusters Score -3739092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3739095.250000 Penalty: 5047.386719
	Iteration 87Q: 3 clusters Score -3739095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3739095.750000 Penalty: 5047.386719
	Iteration 88Q: 3 clusters Score -3739096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3739097.250000 Penalty: 5047.386719
	Iteration 89Q: 3 clusters Score -3739097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3739101.500000 Penalty: 5047.386719
	Iteration 90Q: 3 clusters Score -3739102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3739103.000000 Penalty: 5047.386719
	Iteration 91Q: 3 clusters Score -3739103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3739106.500000 Penalty: 5047.386719
	Iteration 92Q: 3 clusters Score -3739106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3739104.250000 Penalty: 5047.386719
	Iteration 93Q: 3 clusters Score -3739104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3739098.000000 Penalty: 5047.386719
	Iteration 94Q: 3 clusters Score -3739098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3739106.500000 Penalty: 5047.386719
	Iteration 95Q: 3 clusters Score -3739106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3739110.500000 Penalty: 5047.386719
	Iteration 96Q: 3 clusters Score -3739110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3739111.750000 Penalty: 5047.386719
	Iteration 97Q: 3 clusters Score -3739112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3739115.000000 Penalty: 5047.386719
	Iteration 98Q: 3 clusters Score -3739115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3739114.750000 Penalty: 5047.386719
	Iteration 99Q: 3 clusters Score -3739115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3739113.250000 Penalty: 5047.386719
	Iteration 100F: 3 clusters Score -3739113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3739113.000000 Penalty: 5047.386719
	Iteration 101Q: 3 clusters Score -3739113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3739113.000000 Penalty: 5047.386719
	Iteration 102F: 3 clusters Score -3739113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -27915.228516 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -27915.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26716.232422 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -26716.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26796.865234 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -26796.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26809.023438 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -26809.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26819.845703 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -26819.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26826.429688 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -26826.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26831.265625 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -26831.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26842.875000 Penalty: 2710.060547
	Iteration 6Q: 3 clusters Score -26842.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26877.531250 Penalty: 2710.060547
	Iteration 7Q: 3 clusters Score -26877.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26883.255859 Penalty: 2710.060547
	Iteration 8Q: 3 clusters Score -26883.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26897.927734 Penalty: 2710.060547
	Iteration 9Q: 3 clusters Score -26897.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26897.927734 Penalty: 2710.060547
	Iteration 10F: 3 clusters Score -26897.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Entering Unmasked Estep 
Score: -5565836.000000 Penalty: 2621.311279
	Iteration 0F: 2 clusters Score -5565836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -5539467.500000 Penalty: 5242.622559
	Iteration 0F: 3 clusters Score -5539468 nChanged 17747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -5549017.000000 Penalty: 5242.622559
	Iteration 1F: 3 clusters Score -5549017 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -5549480.000000 Penalty: 5242.622559
	Iteration 2Q: 3 clusters Score -5549480 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -5549860.000000 Penalty: 5242.622559
	Iteration 3Q: 3 clusters Score -5549860 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -5550300.000000 Penalty: 5242.622559
	Iteration 4Q: 3 clusters Score -5550300 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -5550717.000000 Penalty: 5242.622559
	Iteration 5Q: 3 clusters Score -5550717 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -5551293.000000 Penalty: 5242.622559
	Iteration 6Q: 3 clusters Score -5551293 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -5551990.000000 Penalty: 5242.622559
	Iteration 7Q: 3 clusters Score -5551990 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -5552833.000000 Penalty: 5242.622559
	Iteration 8Q: 3 clusters Score -5552833 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -5553857.000000 Penalty: 5242.622559
	Iteration 9Q: 3 clusters Score -5553857 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -5555097.000000 Penalty: 5242.622559
	Iteration 10F: 3 clusters Score -5555097 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -5556536.000000 Penalty: 5242.622559
	Iteration 11F: 3 clusters Score -5556536 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -5558235.500000 Penalty: 5242.622559
	Iteration 12F: 3 clusters Score -5558236 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -5559915.000000 Penalty: 5242.622559
	Iteration 13Q: 3 clusters Score -5559915 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -5561131.000000 Penalty: 5242.622559
	Iteration 14Q: 3 clusters Score -5561131 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -5561871.000000 Penalty: 5242.622559
	Iteration 15Q: 3 clusters Score -5561871 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -5562396.000000 Penalty: 5242.622559
	Iteration 16Q: 3 clusters Score -5562396 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -5562810.000000 Penalty: 5242.622559
	Iteration 17Q: 3 clusters Score -5562810 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -5563136.500000 Penalty: 5242.622559
	Iteration 18Q: 3 clusters Score -5563136 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -5563350.500000 Penalty: 5242.622559
	Iteration 19Q: 3 clusters Score -5563350 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -5563489.500000 Penalty: 5242.622559
	Iteration 20F: 3 clusters Score -5563490 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -5563595.000000 Penalty: 5242.622559
	Iteration 21Q: 3 clusters Score -5563595 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -5563619.500000 Penalty: 5242.622559
	Iteration 22Q: 3 clusters Score -5563620 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -5563653.500000 Penalty: 5242.622559
	Iteration 23Q: 3 clusters Score -5563654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -5563677.500000 Penalty: 5242.622559
	Iteration 24Q: 3 clusters Score -5563678 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -5563687.500000 Penalty: 5242.622559
	Iteration 25Q: 3 clusters Score -5563688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -5563712.500000 Penalty: 5242.622559
	Iteration 26Q: 3 clusters Score -5563712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -5563722.500000 Penalty: 5242.622559
	Iteration 27Q: 3 clusters Score -5563722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -5563726.000000 Penalty: 5242.622559
	Iteration 28Q: 3 clusters Score -5563726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -5563737.000000 Penalty: 5242.622559
	Iteration 29Q: 3 clusters Score -5563737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -5563765.000000 Penalty: 5242.622559
	Iteration 30Q: 3 clusters Score -5563765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -5563777.500000 Penalty: 5242.622559
	Iteration 31Q: 3 clusters Score -5563778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -5563778.500000 Penalty: 5242.622559
	Iteration 32Q: 3 clusters Score -5563778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -5563791.000000 Penalty: 5242.622559
	Iteration 33Q: 3 clusters Score -5563791 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -5563793.000000 Penalty: 5242.622559
	Iteration 34Q: 3 clusters Score -5563793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -5563809.000000 Penalty: 5242.622559
	Iteration 35Q: 3 clusters Score -5563809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -5563815.500000 Penalty: 5242.622559
	Iteration 36Q: 3 clusters Score -5563816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -5563822.000000 Penalty: 5242.622559
	Iteration 37Q: 3 clusters Score -5563822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5563834.000000 Penalty: 5242.622559
	Iteration 38Q: 3 clusters Score -5563834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -5563841.500000 Penalty: 5242.622559
	Iteration 39Q: 3 clusters Score -5563842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -5563847.000000 Penalty: 5242.622559
	Iteration 40F: 3 clusters Score -5563847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -5563860.000000 Penalty: 5242.622559
	Iteration 41Q: 3 clusters Score -5563860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -5563856.000000 Penalty: 5242.622559
	Iteration 42Q: 3 clusters Score -5563856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -5563859.000000 Penalty: 5242.622559
	Iteration 43Q: 3 clusters Score -5563859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -5563860.000000 Penalty: 5242.622559
	Iteration 44Q: 3 clusters Score -5563860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -5563871.000000 Penalty: 5242.622559
	Iteration 45Q: 3 clusters Score -5563871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5563876.000000 Penalty: 5242.622559
	Iteration 46Q: 3 clusters Score -5563876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -5563872.000000 Penalty: 5242.622559
	Iteration 47Q: 3 clusters Score -5563872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -5563879.500000 Penalty: 5242.622559
	Iteration 48Q: 3 clusters Score -5563880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -5563882.500000 Penalty: 5242.622559
	Iteration 49Q: 3 clusters Score -5563882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -5563886.500000 Penalty: 5242.622559
	Iteration 50Q: 3 clusters Score -5563886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -5563875.000000 Penalty: 5242.622559
	Iteration 51Q: 3 clusters Score -5563875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -5563880.500000 Penalty: 5242.622559
	Iteration 52Q: 3 clusters Score -5563880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -5563876.500000 Penalty: 5242.622559
	Iteration 53Q: 3 clusters Score -5563876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -5563880.500000 Penalty: 5242.622559
	Iteration 54Q: 3 clusters Score -5563880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -5563879.500000 Penalty: 5242.622559
	Iteration 55Q: 3 clusters Score -5563880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -5563874.000000 Penalty: 5242.622559
	Iteration 56Q: 3 clusters Score -5563874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -5563880.000000 Penalty: 5242.622559
	Iteration 57Q: 3 clusters Score -5563880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -5563875.000000 Penalty: 5242.622559
	Iteration 58Q: 3 clusters Score -5563875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5563874.000000 Penalty: 5242.622559
	Iteration 59Q: 3 clusters Score -5563874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -5563879.000000 Penalty: 5242.622559
	Iteration 60F: 3 clusters Score -5563879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -5563874.500000 Penalty: 5242.622559
	Iteration 61Q: 3 clusters Score -5563874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -5563877.500000 Penalty: 5242.622559
	Iteration 62Q: 3 clusters Score -5563878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -5563877.500000 Penalty: 5242.622559
	Iteration 63F: 3 clusters Score -5563878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107710 members 
Entering Unmasked Estep 
Score: -15292476.000000 Penalty: 2873.625000
	Iteration 0F: 2 clusters Score -1.529248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -15220878.000000 Penalty: 5747.250000
	Iteration 0F: 3 clusters Score -1.522088e+07 nChanged 50957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -15249780.000000 Penalty: 5747.250000
	Iteration 1F: 3 clusters Score -1.524978e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -15250507.000000 Penalty: 5747.250000
	Iteration 2Q: 3 clusters Score -1.525051e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -15251265.000000 Penalty: 5747.250000
	Iteration 3Q: 3 clusters Score -1.525126e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -15252267.000000 Penalty: 5747.250000
	Iteration 4Q: 3 clusters Score -1.525227e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -15253487.000000 Penalty: 5747.250000
	Iteration 5Q: 3 clusters Score -1.525349e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -15255408.000000 Penalty: 5747.250000
	Iteration 6Q: 3 clusters Score -1.525541e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -15257734.000000 Penalty: 5747.250000
	Iteration 7Q: 3 clusters Score -1.525773e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -15260497.000000 Penalty: 5747.250000
	Iteration 8Q: 3 clusters Score -1.52605e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -15263582.000000 Penalty: 5747.250000
	Iteration 9F: 3 clusters Score -1.526358e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -15266942.000000 Penalty: 5747.250000
	Iteration 10F: 3 clusters Score -1.526694e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -15270450.000000 Penalty: 5747.250000
	Iteration 11F: 3 clusters Score -1.527045e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -15274001.000000 Penalty: 5747.250000
	Iteration 12F: 3 clusters Score -1.5274e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -15276567.000000 Penalty: 5747.250000
	Iteration 13Q: 3 clusters Score -1.527657e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -15278013.000000 Penalty: 5747.250000
	Iteration 14Q: 3 clusters Score -1.527801e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -15278837.000000 Penalty: 5747.250000
	Iteration 15Q: 3 clusters Score -1.527884e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -15279444.000000 Penalty: 5747.250000
	Iteration 16Q: 3 clusters Score -1.527944e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 83201 members 
Entering Unmasked Estep 
Score: -15280099.000000 Penalty: 5747.250000
	Iteration 17Q: 3 clusters Score -1.52801e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 84890 members 
Entering Unmasked Estep 
Score: -15280660.000000 Penalty: 5747.250000
	Iteration 18Q: 3 clusters Score -1.528066e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -15281156.000000 Penalty: 5747.250000
	Iteration 19Q: 3 clusters Score -1.528116e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -15281658.000000 Penalty: 5747.250000
	Iteration 20F: 3 clusters Score -1.528166e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 89937 members 
Entering Unmasked Estep 
Score: -15282178.000000 Penalty: 5747.250000
	Iteration 21Q: 3 clusters Score -1.528218e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -15282857.000000 Penalty: 5747.250000
	Iteration 22Q: 3 clusters Score -1.528286e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 93213 members 
Entering Unmasked Estep 
Score: -15283504.000000 Penalty: 5747.250000
	Iteration 23Q: 3 clusters Score -1.52835e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -15284124.000000 Penalty: 5747.250000
	Iteration 24Q: 3 clusters Score -1.528412e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -15284842.000000 Penalty: 5747.250000
	Iteration 25Q: 3 clusters Score -1.528484e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 97862 members 
Entering Unmasked Estep 
Score: -15285446.000000 Penalty: 5747.250000
	Iteration 26Q: 3 clusters Score -1.528545e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 99233 members 
Entering Unmasked Estep 
Score: -15286151.000000 Penalty: 5747.250000
	Iteration 27Q: 3 clusters Score -1.528615e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 100498 members 
Entering Unmasked Estep 
Score: -15286739.000000 Penalty: 5747.250000
	Iteration 28Q: 3 clusters Score -1.528674e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -15287276.000000 Penalty: 5747.250000
	Iteration 29Q: 3 clusters Score -1.528728e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 102671 members 
Entering Unmasked Estep 
Score: -15287842.000000 Penalty: 5747.250000
	Iteration 30Q: 3 clusters Score -1.528784e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -15288160.000000 Penalty: 5747.250000
	Iteration 31Q: 3 clusters Score -1.528816e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 104190 members 
Entering Unmasked Estep 
Score: -15288461.000000 Penalty: 5747.250000
	Iteration 32Q: 3 clusters Score -1.528846e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -15288821.000000 Penalty: 5747.250000
	Iteration 33Q: 3 clusters Score -1.528882e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 105221 members 
Entering Unmasked Estep 
Score: -15289027.000000 Penalty: 5747.250000
	Iteration 34Q: 3 clusters Score -1.528903e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 105572 members 
Entering Unmasked Estep 
Score: -15289183.000000 Penalty: 5747.250000
	Iteration 35Q: 3 clusters Score -1.528918e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 105864 members 
Entering Unmasked Estep 
Score: -15289365.000000 Penalty: 5747.250000
	Iteration 36Q: 3 clusters Score -1.528936e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 106086 members 
Entering Unmasked Estep 
Score: -15289532.000000 Penalty: 5747.250000
	Iteration 37Q: 3 clusters Score -1.528953e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -15289618.000000 Penalty: 5747.250000
	Iteration 38Q: 3 clusters Score -1.528962e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 106440 members 
Entering Unmasked Estep 
Score: -15289719.000000 Penalty: 5747.250000
	Iteration 39Q: 3 clusters Score -1.528972e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -15289790.000000 Penalty: 5747.250000
	Iteration 40F: 3 clusters Score -1.528979e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -15289837.000000 Penalty: 5747.250000
	Iteration 41Q: 3 clusters Score -1.528984e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 106664 members 
Entering Unmasked Estep 
Score: -15289855.000000 Penalty: 5747.250000
	Iteration 42Q: 3 clusters Score -1.528986e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -15289877.000000 Penalty: 5747.250000
	Iteration 43Q: 3 clusters Score -1.528988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -15289885.000000 Penalty: 5747.250000
	Iteration 44Q: 3 clusters Score -1.528988e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -15289893.000000 Penalty: 5747.250000
	Iteration 45Q: 3 clusters Score -1.528989e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 106809 members 
Entering Unmasked Estep 
Score: -15289928.000000 Penalty: 5747.250000
	Iteration 46Q: 3 clusters Score -1.528993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 106827 members 
Entering Unmasked Estep 
Score: -15289929.000000 Penalty: 5747.250000
	Iteration 47Q: 3 clusters Score -1.528993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 106845 members 
Entering Unmasked Estep 
Score: -15289954.000000 Penalty: 5747.250000
	Iteration 48Q: 3 clusters Score -1.528995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 106854 members 
Entering Unmasked Estep 
Score: -15289965.000000 Penalty: 5747.250000
	Iteration 49Q: 3 clusters Score -1.528996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 106860 members 
Entering Unmasked Estep 
Score: -15289980.000000 Penalty: 5747.250000
	Iteration 50Q: 3 clusters Score -1.528998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
Score: -15289971.000000 Penalty: 5747.250000
	Iteration 51Q: 3 clusters Score -1.528997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
Score: -15289972.000000 Penalty: 5747.250000
	Iteration 52Q: 3 clusters Score -1.528997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 106867 members 
Entering Unmasked Estep 
Score: -15289971.000000 Penalty: 5747.250000
	Iteration 53Q: 3 clusters Score -1.528997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -15289978.000000 Penalty: 5747.250000
	Iteration 54Q: 3 clusters Score -1.528998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 106877 members 
Entering Unmasked Estep 
Score: -15289979.000000 Penalty: 5747.250000
	Iteration 55Q: 3 clusters Score -1.528998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 106883 members 
Entering Unmasked Estep 
Score: -15289975.000000 Penalty: 5747.250000
	Iteration 56Q: 3 clusters Score -1.528998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 106887 members 
Entering Unmasked Estep 
Score: -15289982.000000 Penalty: 5747.250000
	Iteration 57Q: 3 clusters Score -1.528998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 106893 members 
Entering Unmasked Estep 
Score: -15289991.000000 Penalty: 5747.250000
	Iteration 58Q: 3 clusters Score -1.528999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 106901 members 
Entering Unmasked Estep 
Score: -15289998.000000 Penalty: 5747.250000
	Iteration 59Q: 3 clusters Score -1.529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -15290006.000000 Penalty: 5747.250000
	Iteration 60F: 3 clusters Score -1.529001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
Score: -15290013.000000 Penalty: 5747.250000
	Iteration 61Q: 3 clusters Score -1.529001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 106916 members 
Entering Unmasked Estep 
Score: -15290005.000000 Penalty: 5747.250000
	Iteration 62Q: 3 clusters Score -1.529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 106922 members 
Entering Unmasked Estep 
Score: -15290014.000000 Penalty: 5747.250000
	Iteration 63Q: 3 clusters Score -1.529001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 106931 members 
Entering Unmasked Estep 
Score: -15290019.000000 Penalty: 5747.250000
	Iteration 64Q: 3 clusters Score -1.529002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 106937 members 
Entering Unmasked Estep 
Score: -15290020.000000 Penalty: 5747.250000
	Iteration 65Q: 3 clusters Score -1.529002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 106942 members 
Entering Unmasked Estep 
Score: -15290035.000000 Penalty: 5747.250000
	Iteration 66Q: 3 clusters Score -1.529004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -15290027.000000 Penalty: 5747.250000
	Iteration 67Q: 3 clusters Score -1.529003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 106955 members 
Entering Unmasked Estep 
Score: -15290038.000000 Penalty: 5747.250000
	Iteration 68Q: 3 clusters Score -1.529004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 106961 members 
Entering Unmasked Estep 
Score: -15290036.000000 Penalty: 5747.250000
	Iteration 69Q: 3 clusters Score -1.529004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 106966 members 
Entering Unmasked Estep 
Score: -15290049.000000 Penalty: 5747.250000
	Iteration 70Q: 3 clusters Score -1.529005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 106970 members 
Entering Unmasked Estep 
Score: -15290054.000000 Penalty: 5747.250000
	Iteration 71Q: 3 clusters Score -1.529005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 106973 members 
Entering Unmasked Estep 
Score: -15290049.000000 Penalty: 5747.250000
	Iteration 72Q: 3 clusters Score -1.529005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 106976 members 
Entering Unmasked Estep 
Score: -15290047.000000 Penalty: 5747.250000
	Iteration 73Q: 3 clusters Score -1.529005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -15290053.000000 Penalty: 5747.250000
	Iteration 74Q: 3 clusters Score -1.529005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 106985 members 
Entering Unmasked Estep 
Score: -15290062.000000 Penalty: 5747.250000
	Iteration 75Q: 3 clusters Score -1.529006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 106990 members 
Entering Unmasked Estep 
Score: -15290066.000000 Penalty: 5747.250000
	Iteration 76Q: 3 clusters Score -1.529007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 106996 members 
Entering Unmasked Estep 
Score: -15290076.000000 Penalty: 5747.250000
	Iteration 77Q: 3 clusters Score -1.529008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 106997 members 
Entering Unmasked Estep 
Score: -15290078.000000 Penalty: 5747.250000
	Iteration 78Q: 3 clusters Score -1.529008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 107000 members 
Entering Unmasked Estep 
Score: -15290085.000000 Penalty: 5747.250000
	Iteration 79Q: 3 clusters Score -1.529008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 107004 members 
Entering Unmasked Estep 
Score: -15290096.000000 Penalty: 5747.250000
	Iteration 80F: 3 clusters Score -1.52901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 107008 members 
Entering Unmasked Estep 
Score: -15290089.000000 Penalty: 5747.250000
	Iteration 81Q: 3 clusters Score -1.529009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 107011 members 
Entering Unmasked Estep 
Score: -15290094.000000 Penalty: 5747.250000
	Iteration 82Q: 3 clusters Score -1.529009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 107013 members 
Entering Unmasked Estep 
Score: -15290102.000000 Penalty: 5747.250000
	Iteration 83Q: 3 clusters Score -1.52901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 107012 members 
Entering Unmasked Estep 
Score: -15290096.000000 Penalty: 5747.250000
	Iteration 84Q: 3 clusters Score -1.52901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 107012 members 
Entering Unmasked Estep 
Score: -15290096.000000 Penalty: 5747.250000
	Iteration 85F: 3 clusters Score -1.52901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -26563.630859 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -26563.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25505.609375 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -25505.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25560.089844 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -25560.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25568.509766 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -25568.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25574.244141 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -25574.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25574.244141 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -25574.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Entering Unmasked Estep 
Score: -4881185.000000 Penalty: 2599.774414
	Iteration 0F: 2 clusters Score -4881185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -4856980.500000 Penalty: 5199.548828
	Iteration 0F: 3 clusters Score -4856980 nChanged 16134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -4865811.500000 Penalty: 5199.548828
	Iteration 1F: 3 clusters Score -4865812 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -4866710.500000 Penalty: 5199.548828
	Iteration 2F: 3 clusters Score -4866710 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -4868246.000000 Penalty: 5199.548828
	Iteration 3F: 3 clusters Score -4868246 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -4870766.000000 Penalty: 5199.548828
	Iteration 4F: 3 clusters Score -4870766 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -4874065.000000 Penalty: 5199.548828
	Iteration 5F: 3 clusters Score -4874065 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -4876802.000000 Penalty: 5199.548828
	Iteration 6F: 3 clusters Score -4876802 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -4878326.500000 Penalty: 5199.548828
	Iteration 7F: 3 clusters Score -4878326 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -4879092.500000 Penalty: 5199.548828
	Iteration 8Q: 3 clusters Score -4879092 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4879532.000000 Penalty: 5199.548828
	Iteration 9Q: 3 clusters Score -4879532 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -4879816.500000 Penalty: 5199.548828
	Iteration 10Q: 3 clusters Score -4879816 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4880090.000000 Penalty: 5199.548828
	Iteration 11Q: 3 clusters Score -4880090 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -4880302.500000 Penalty: 5199.548828
	Iteration 12Q: 3 clusters Score -4880302 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4880447.500000 Penalty: 5199.548828
	Iteration 13Q: 3 clusters Score -4880448 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4880566.500000 Penalty: 5199.548828
	Iteration 14Q: 3 clusters Score -4880566 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -4880630.500000 Penalty: 5199.548828
	Iteration 15Q: 3 clusters Score -4880630 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -4880661.500000 Penalty: 5199.548828
	Iteration 16Q: 3 clusters Score -4880662 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4880695.000000 Penalty: 5199.548828
	Iteration 17Q: 3 clusters Score -4880695 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4880722.500000 Penalty: 5199.548828
	Iteration 18Q: 3 clusters Score -4880722 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4880750.000000 Penalty: 5199.548828
	Iteration 19Q: 3 clusters Score -4880750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -4880774.000000 Penalty: 5199.548828
	Iteration 20F: 3 clusters Score -4880774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4880794.500000 Penalty: 5199.548828
	Iteration 21Q: 3 clusters Score -4880794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -4880799.000000 Penalty: 5199.548828
	Iteration 22Q: 3 clusters Score -4880799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4880818.000000 Penalty: 5199.548828
	Iteration 23Q: 3 clusters Score -4880818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4880825.000000 Penalty: 5199.548828
	Iteration 24Q: 3 clusters Score -4880825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4880835.000000 Penalty: 5199.548828
	Iteration 25Q: 3 clusters Score -4880835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4880827.000000 Penalty: 5199.548828
	Iteration 26Q: 3 clusters Score -4880827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4880823.500000 Penalty: 5199.548828
	Iteration 27Q: 3 clusters Score -4880824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4880818.500000 Penalty: 5199.548828
	Iteration 28Q: 3 clusters Score -4880818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4880816.500000 Penalty: 5199.548828
	Iteration 29Q: 3 clusters Score -4880816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4880815.000000 Penalty: 5199.548828
	Iteration 30Q: 3 clusters Score -4880815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4880823.000000 Penalty: 5199.548828
	Iteration 31Q: 3 clusters Score -4880823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4880819.500000 Penalty: 5199.548828
	Iteration 32Q: 3 clusters Score -4880820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4880826.500000 Penalty: 5199.548828
	Iteration 33Q: 3 clusters Score -4880826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -4880826.000000 Penalty: 5199.548828
	Iteration 34Q: 3 clusters Score -4880826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -4880829.000000 Penalty: 5199.548828
	Iteration 35Q: 3 clusters Score -4880829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4880832.500000 Penalty: 5199.548828
	Iteration 36Q: 3 clusters Score -4880832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4880842.000000 Penalty: 5199.548828
	Iteration 37Q: 3 clusters Score -4880842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -4880838.000000 Penalty: 5199.548828
	Iteration 38Q: 3 clusters Score -4880838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -4880843.000000 Penalty: 5199.548828
	Iteration 39Q: 3 clusters Score -4880843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4880845.500000 Penalty: 5199.548828
	Iteration 40F: 3 clusters Score -4880846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4880841.500000 Penalty: 5199.548828
	Iteration 41Q: 3 clusters Score -4880842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4880845.000000 Penalty: 5199.548828
	Iteration 42Q: 3 clusters Score -4880845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -4880844.000000 Penalty: 5199.548828
	Iteration 43Q: 3 clusters Score -4880844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -4880842.000000 Penalty: 5199.548828
	Iteration 44Q: 3 clusters Score -4880842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -4880842.000000 Penalty: 5199.548828
	Iteration 45F: 3 clusters Score -4880842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156395 members 
Entering Unmasked Estep 
Score: -21973050.000000 Penalty: 2966.114746
	Iteration 0F: 2 clusters Score -2.197305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -21870588.000000 Penalty: 5932.229492
	Iteration 0F: 3 clusters Score -2.187059e+07 nChanged 74634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 73914 members 
Entering Unmasked Estep 
Score: -21915426.000000 Penalty: 5932.229492
	Iteration 1F: 3 clusters Score -2.191543e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85495 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -21917762.000000 Penalty: 5932.229492
	Iteration 2Q: 3 clusters Score -2.191776e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -21922044.000000 Penalty: 5932.229492
	Iteration 3F: 3 clusters Score -2.192204e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96582 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -21928188.000000 Penalty: 5932.229492
	Iteration 4F: 3 clusters Score -2.192819e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104882 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -21936356.000000 Penalty: 5932.229492
	Iteration 5F: 3 clusters Score -2.193636e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113951 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -21946296.000000 Penalty: 5932.229492
	Iteration 6F: 3 clusters Score -2.19463e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122028 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -21956044.000000 Penalty: 5932.229492
	Iteration 7F: 3 clusters Score -2.195604e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127405 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -21962238.000000 Penalty: 5932.229492
	Iteration 8Q: 3 clusters Score -2.196224e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130779 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -21964756.000000 Penalty: 5932.229492
	Iteration 9Q: 3 clusters Score -2.196476e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133432 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -21965880.000000 Penalty: 5932.229492
	Iteration 10Q: 3 clusters Score -2.196588e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135850 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -21966982.000000 Penalty: 5932.229492
	Iteration 11Q: 3 clusters Score -2.196698e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138067 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -21967810.000000 Penalty: 5932.229492
	Iteration 12Q: 3 clusters Score -2.196781e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140020 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -21968504.000000 Penalty: 5932.229492
	Iteration 13Q: 3 clusters Score -2.19685e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141753 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -21969098.000000 Penalty: 5932.229492
	Iteration 14Q: 3 clusters Score -2.19691e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143380 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -21969666.000000 Penalty: 5932.229492
	Iteration 15Q: 3 clusters Score -2.196967e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144894 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -21970080.000000 Penalty: 5932.229492
	Iteration 16Q: 3 clusters Score -2.197008e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146228 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -21970446.000000 Penalty: 5932.229492
	Iteration 17Q: 3 clusters Score -2.197045e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147424 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -21970672.000000 Penalty: 5932.229492
	Iteration 18Q: 3 clusters Score -2.197067e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -21970912.000000 Penalty: 5932.229492
	Iteration 19Q: 3 clusters Score -2.197091e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149405 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -21971106.000000 Penalty: 5932.229492
	Iteration 20F: 3 clusters Score -2.197111e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150244 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -21971186.000000 Penalty: 5932.229492
	Iteration 21Q: 3 clusters Score -2.197119e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150996 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -21971170.000000 Penalty: 5932.229492
	Iteration 22Q: 3 clusters Score -2.197117e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151644 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -21971204.000000 Penalty: 5932.229492
	Iteration 23Q: 3 clusters Score -2.19712e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152200 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -21971252.000000 Penalty: 5932.229492
	Iteration 24Q: 3 clusters Score -2.197125e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -21971216.000000 Penalty: 5932.229492
	Iteration 25Q: 3 clusters Score -2.197122e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153080 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -21971270.000000 Penalty: 5932.229492
	Iteration 26Q: 3 clusters Score -2.197127e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153397 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -21971288.000000 Penalty: 5932.229492
	Iteration 27Q: 3 clusters Score -2.197129e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153661 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -21971332.000000 Penalty: 5932.229492
	Iteration 28Q: 3 clusters Score -2.197133e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153878 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -21971376.000000 Penalty: 5932.229492
	Iteration 29Q: 3 clusters Score -2.197138e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154043 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -21971370.000000 Penalty: 5932.229492
	Iteration 30Q: 3 clusters Score -2.197137e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154187 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -21971322.000000 Penalty: 5932.229492
	Iteration 31Q: 3 clusters Score -2.197132e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154309 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -21971374.000000 Penalty: 5932.229492
	Iteration 32Q: 3 clusters Score -2.197137e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154422 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -21971368.000000 Penalty: 5932.229492
	Iteration 33Q: 3 clusters Score -2.197137e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154518 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -21971356.000000 Penalty: 5932.229492
	Iteration 34Q: 3 clusters Score -2.197136e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154591 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -21971348.000000 Penalty: 5932.229492
	Iteration 35Q: 3 clusters Score -2.197135e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -21971354.000000 Penalty: 5932.229492
	Iteration 36Q: 3 clusters Score -2.197135e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154709 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -21971348.000000 Penalty: 5932.229492
	Iteration 37Q: 3 clusters Score -2.197135e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154755 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -21971334.000000 Penalty: 5932.229492
	Iteration 38Q: 3 clusters Score -2.197133e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154800 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -21971304.000000 Penalty: 5932.229492
	Iteration 39Q: 3 clusters Score -2.19713e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -21971318.000000 Penalty: 5932.229492
	Iteration 40F: 3 clusters Score -2.197132e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154867 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -21971336.000000 Penalty: 5932.229492
	Iteration 41Q: 3 clusters Score -2.197134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -21971348.000000 Penalty: 5932.229492
	Iteration 42Q: 3 clusters Score -2.197135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154917 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -21971328.000000 Penalty: 5932.229492
	Iteration 43Q: 3 clusters Score -2.197133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -21971298.000000 Penalty: 5932.229492
	Iteration 44Q: 3 clusters Score -2.19713e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154964 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -21971306.000000 Penalty: 5932.229492
	Iteration 45Q: 3 clusters Score -2.197131e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -21971320.000000 Penalty: 5932.229492
	Iteration 46Q: 3 clusters Score -2.197132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155015 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -21971318.000000 Penalty: 5932.229492
	Iteration 47Q: 3 clusters Score -2.197132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155040 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -21971320.000000 Penalty: 5932.229492
	Iteration 48Q: 3 clusters Score -2.197132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155060 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -21971316.000000 Penalty: 5932.229492
	Iteration 49Q: 3 clusters Score -2.197132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155073 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -21971316.000000 Penalty: 5932.229492
	Iteration 50Q: 3 clusters Score -2.197132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155088 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -21971314.000000 Penalty: 5932.229492
	Iteration 51Q: 3 clusters Score -2.197131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155097 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -21971300.000000 Penalty: 5932.229492
	Iteration 52Q: 3 clusters Score -2.19713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155103 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21971278.000000 Penalty: 5932.229492
	Iteration 53Q: 3 clusters Score -2.197128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -21971274.000000 Penalty: 5932.229492
	Iteration 54Q: 3 clusters Score -2.197127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -21971282.000000 Penalty: 5932.229492
	Iteration 55Q: 3 clusters Score -2.197128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155120 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -21971274.000000 Penalty: 5932.229492
	Iteration 56Q: 3 clusters Score -2.197127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155124 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21971276.000000 Penalty: 5932.229492
	Iteration 57Q: 3 clusters Score -2.197128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155131 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -21971260.000000 Penalty: 5932.229492
	Iteration 58Q: 3 clusters Score -2.197126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155136 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21971258.000000 Penalty: 5932.229492
	Iteration 59Q: 3 clusters Score -2.197126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155139 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -21971254.000000 Penalty: 5932.229492
	Iteration 60F: 3 clusters Score -2.197125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155143 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21971258.000000 Penalty: 5932.229492
	Iteration 61Q: 3 clusters Score -2.197126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155144 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -21971262.000000 Penalty: 5932.229492
	Iteration 62Q: 3 clusters Score -2.197126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155145 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -21971250.000000 Penalty: 5932.229492
	Iteration 63Q: 3 clusters Score -2.197125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155146 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -21971254.000000 Penalty: 5932.229492
	Iteration 64Q: 3 clusters Score -2.197125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155147 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -21971246.000000 Penalty: 5932.229492
	Iteration 65Q: 3 clusters Score -2.197125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155149 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21971240.000000 Penalty: 5932.229492
	Iteration 66Q: 3 clusters Score -2.197124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155151 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21971240.000000 Penalty: 5932.229492
	Iteration 67Q: 3 clusters Score -2.197124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155153 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -21971238.000000 Penalty: 5932.229492
	Iteration 68Q: 3 clusters Score -2.197124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155155 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -21971234.000000 Penalty: 5932.229492
	Iteration 69Q: 3 clusters Score -2.197123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155158 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -21971248.000000 Penalty: 5932.229492
	Iteration 70Q: 3 clusters Score -2.197125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -21971256.000000 Penalty: 5932.229492
	Iteration 71Q: 3 clusters Score -2.197126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155162 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -21971244.000000 Penalty: 5932.229492
	Iteration 72Q: 3 clusters Score -2.197124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -21971248.000000 Penalty: 5932.229492
	Iteration 73Q: 3 clusters Score -2.197125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155164 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -21971246.000000 Penalty: 5932.229492
	Iteration 74Q: 3 clusters Score -2.197125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155166 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21971230.000000 Penalty: 5932.229492
	Iteration 75Q: 3 clusters Score -2.197123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155171 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21971248.000000 Penalty: 5932.229492
	Iteration 76Q: 3 clusters Score -2.197125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155173 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -21971248.000000 Penalty: 5932.229492
	Iteration 77Q: 3 clusters Score -2.197125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155176 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21971262.000000 Penalty: 5932.229492
	Iteration 78Q: 3 clusters Score -2.197126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155179 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -21971272.000000 Penalty: 5932.229492
	Iteration 79Q: 3 clusters Score -2.197127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155181 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -21971288.000000 Penalty: 5932.229492
	Iteration 80F: 3 clusters Score -2.197129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155183 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21971288.000000 Penalty: 5932.229492
	Iteration 81Q: 3 clusters Score -2.197129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155184 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -21971274.000000 Penalty: 5932.229492
	Iteration 82Q: 3 clusters Score -2.197127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155185 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -21971288.000000 Penalty: 5932.229492
	Iteration 83Q: 3 clusters Score -2.197129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155187 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -21971274.000000 Penalty: 5932.229492
	Iteration 84Q: 3 clusters Score -2.197127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155191 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -21971268.000000 Penalty: 5932.229492
	Iteration 85Q: 3 clusters Score -2.197127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155194 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -21971258.000000 Penalty: 5932.229492
	Iteration 86Q: 3 clusters Score -2.197126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -21971256.000000 Penalty: 5932.229492
	Iteration 87Q: 3 clusters Score -2.197126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -21971256.000000 Penalty: 5932.229492
	Iteration 88F: 3 clusters Score -2.197126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Entering Unmasked Estep 
Score: -1072739.250000 Penalty: 2215.548828
	Iteration 0F: 2 clusters Score -1072739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1066609.500000 Penalty: 4431.097656
	Iteration 0F: 3 clusters Score -1066610 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1068232.000000 Penalty: 4431.097656
	Iteration 1F: 3 clusters Score -1068232 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1068504.000000 Penalty: 4431.097656
	Iteration 2F: 3 clusters Score -1068504 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1068676.125000 Penalty: 4431.097656
	Iteration 3F: 3 clusters Score -1068676 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1068785.875000 Penalty: 4431.097656
	Iteration 4Q: 3 clusters Score -1068786 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1068873.875000 Penalty: 4431.097656
	Iteration 5Q: 3 clusters Score -1068874 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1068934.500000 Penalty: 4431.097656
	Iteration 6Q: 3 clusters Score -1068934 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1068995.375000 Penalty: 4431.097656
	Iteration 7Q: 3 clusters Score -1068995 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1069063.375000 Penalty: 4431.097656
	Iteration 8Q: 3 clusters Score -1069063 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1069143.750000 Penalty: 4431.097656
	Iteration 9Q: 3 clusters Score -1069144 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1069234.375000 Penalty: 4431.097656
	Iteration 10Q: 3 clusters Score -1069234 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1069346.375000 Penalty: 4431.097656
	Iteration 11Q: 3 clusters Score -1069346 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1069476.250000 Penalty: 4431.097656
	Iteration 12Q: 3 clusters Score -1069476 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1069646.500000 Penalty: 4431.097656
	Iteration 13Q: 3 clusters Score -1069646 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1069859.125000 Penalty: 4431.097656
	Iteration 14Q: 3 clusters Score -1069859 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1070070.000000 Penalty: 4431.097656
	Iteration 15Q: 3 clusters Score -1070070 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1070276.500000 Penalty: 4431.097656
	Iteration 16Q: 3 clusters Score -1070276 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1070426.250000 Penalty: 4431.097656
	Iteration 17Q: 3 clusters Score -1070426 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1070543.000000 Penalty: 4431.097656
	Iteration 18Q: 3 clusters Score -1070543 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1070644.875000 Penalty: 4431.097656
	Iteration 19Q: 3 clusters Score -1070645 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1070718.750000 Penalty: 4431.097656
	Iteration 20F: 3 clusters Score -1070719 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1070758.250000 Penalty: 4431.097656
	Iteration 21Q: 3 clusters Score -1070758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1070783.125000 Penalty: 4431.097656
	Iteration 22Q: 3 clusters Score -1070783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1070800.500000 Penalty: 4431.097656
	Iteration 23Q: 3 clusters Score -1070800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1070814.125000 Penalty: 4431.097656
	Iteration 24Q: 3 clusters Score -1070814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1070826.875000 Penalty: 4431.097656
	Iteration 25Q: 3 clusters Score -1070827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1070838.750000 Penalty: 4431.097656
	Iteration 26Q: 3 clusters Score -1070839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1070850.375000 Penalty: 4431.097656
	Iteration 27Q: 3 clusters Score -1070850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1070854.250000 Penalty: 4431.097656
	Iteration 28Q: 3 clusters Score -1070854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1070858.625000 Penalty: 4431.097656
	Iteration 29Q: 3 clusters Score -1070859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1070871.625000 Penalty: 4431.097656
	Iteration 30Q: 3 clusters Score -1070872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1070879.000000 Penalty: 4431.097656
	Iteration 31Q: 3 clusters Score -1070879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1070885.750000 Penalty: 4431.097656
	Iteration 32Q: 3 clusters Score -1070886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1070887.250000 Penalty: 4431.097656
	Iteration 33Q: 3 clusters Score -1070887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1070891.625000 Penalty: 4431.097656
	Iteration 34Q: 3 clusters Score -1070892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1070891.875000 Penalty: 4431.097656
	Iteration 35Q: 3 clusters Score -1070892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1070893.625000 Penalty: 4431.097656
	Iteration 36Q: 3 clusters Score -1070894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1070899.375000 Penalty: 4431.097656
	Iteration 37Q: 3 clusters Score -1070899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1070904.875000 Penalty: 4431.097656
	Iteration 38Q: 3 clusters Score -1070905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1070906.625000 Penalty: 4431.097656
	Iteration 39Q: 3 clusters Score -1070907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1070910.500000 Penalty: 4431.097656
	Iteration 40F: 3 clusters Score -1070910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1070911.875000 Penalty: 4431.097656
	Iteration 41Q: 3 clusters Score -1070912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1070911.875000 Penalty: 4431.097656
	Iteration 42F: 3 clusters Score -1070912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -83202.710938 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -83202.71 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 323 members 
Entering Unmasked Estep 
Score: -81539.257812 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -81539.26 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81853.773438 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -81853.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82030.078125 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -82030.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82258.742188 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -82258.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82369.492188 Penalty: 3234.958008
	Iteration 4F: 3 clusters Score -82369.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82532.617188 Penalty: 3234.958008
	Iteration 5F: 3 clusters Score -82532.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -82856.726562 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -82856.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -82967.718750 Penalty: 3234.958008
	Iteration 7F: 3 clusters Score -82967.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -83067.125000 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -83067.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -83135.171875 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -83135.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -83173.320312 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -83173.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -83207.414062 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -83207.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -83246.343750 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -83246.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -83271.132812 Penalty: 3234.958008
	Iteration 13Q: 3 clusters Score -83271.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -83274.828125 Penalty: 3234.958008
	Iteration 14Q: 3 clusters Score -83274.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -83286.218750 Penalty: 3234.958008
	Iteration 15Q: 3 clusters Score -83286.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -83290.164062 Penalty: 3234.958008
	Iteration 16Q: 3 clusters Score -83290.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -83293.515625 Penalty: 3234.958008
	Iteration 17Q: 3 clusters Score -83293.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -83302.000000 Penalty: 3234.958008
	Iteration 18Q: 3 clusters Score -83302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -83307.570312 Penalty: 3234.958008
	Iteration 19Q: 3 clusters Score -83307.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -83311.500000 Penalty: 3234.958008
	Iteration 20F: 3 clusters Score -83311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -83316.226562 Penalty: 3234.958008
	Iteration 21Q: 3 clusters Score -83316.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -83316.226562 Penalty: 3234.958008
	Iteration 22F: 3 clusters Score -83316.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108321 members 
Mstep: Class 4 contains 164509 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41177 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119552 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35958 members 
Mstep: Class 12 contains 122896 members 
Mstep: Class 13 contains 26270 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38941 members 
Mstep: Class 16 contains 107710 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35702 members 
Mstep: Class 19 contains 156395 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 579 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Mstep: Class 24 contains 101 members 
Entering Unmasked Estep 
Score: -147136608.000000 Penalty: 82566.710938
Splitting cluster 21 changes total score from -147138336.000000 to -147136608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -75565.625000 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -75565.62 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 339 members 
Entering Unmasked Estep 
Score: -73913.453125 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -73913.45 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74231.546875 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -74231.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74435.093750 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -74435.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -74615.804688 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -74615.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74759.867188 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -74759.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74815.750000 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -74815.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74859.898438 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -74859.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -74889.351562 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -74889.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74903.445312 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -74903.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74916.359375 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -74916.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74921.703125 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -74921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74927.156250 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -74927.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74937.750000 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -74937.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74939.585938 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -74939.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74948.031250 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -74948.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74949.796875 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -74949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74955.078125 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -74955.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -74961.828125 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -74961.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -74974.046875 Penalty: 3214.862061
	Iteration 18Q: 3 clusters Score -74974.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75006.843750 Penalty: 3214.862061
	Iteration 19Q: 3 clusters Score -75006.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75046.992188 Penalty: 3214.862061
	Iteration 20F: 3 clusters Score -75046.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -75067.953125 Penalty: 3214.862061
	Iteration 21Q: 3 clusters Score -75067.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75083.304688 Penalty: 3214.862061
	Iteration 22Q: 3 clusters Score -75083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75094.484375 Penalty: 3214.862061
	Iteration 23Q: 3 clusters Score -75094.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75101.820312 Penalty: 3214.862061
	Iteration 24Q: 3 clusters Score -75101.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -75104.789062 Penalty: 3214.862061
	Iteration 25Q: 3 clusters Score -75104.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75111.867188 Penalty: 3214.862061
	Iteration 26Q: 3 clusters Score -75111.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -75113.320312 Penalty: 3214.862061
	Iteration 27Q: 3 clusters Score -75113.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -75113.320312 Penalty: 3214.862061
	Iteration 28F: 3 clusters Score -75113.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -21869.619141 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -21869.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20721.505859 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -20721.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20915.191406 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -20915.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20955.480469 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -20955.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20969.437500 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -20969.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20969.437500 Penalty: 2705.839355
	Iteration 4F: 3 clusters Score -20969.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108321 members 
Mstep: Class 4 contains 164509 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41177 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119552 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35958 members 
Mstep: Class 12 contains 122896 members 
Mstep: Class 13 contains 26270 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38941 members 
Mstep: Class 16 contains 107710 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35702 members 
Mstep: Class 19 contains 156395 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147138336.000000 Penalty: 79126.429688
Iteration 399Q: 24 clusters Score -1.471383e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108315 members 
Mstep: Class 4 contains 164527 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 41180 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119561 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35958 members 
Mstep: Class 12 contains 122894 members 
Mstep: Class 13 contains 26269 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38939 members 
Mstep: Class 16 contains 107709 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35704 members 
Mstep: Class 19 contains 156380 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147138992.000000 Penalty: 79126.429688
Iteration 400F: 24 clusters Score -1.47139e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108312 members 
Mstep: Class 4 contains 164543 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 41179 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119567 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35956 members 
Mstep: Class 12 contains 122898 members 
Mstep: Class 13 contains 26269 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38943 members 
Mstep: Class 16 contains 107704 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35702 members 
Mstep: Class 19 contains 156363 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140064.000000 Penalty: 79126.429688
Iteration 401Q: 24 clusters Score -1.471401e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108305 members 
Mstep: Class 4 contains 164553 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 41178 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119581 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35957 members 
Mstep: Class 12 contains 122893 members 
Mstep: Class 13 contains 26268 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38940 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35703 members 
Mstep: Class 19 contains 156356 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140176.000000 Penalty: 79126.429688
Iteration 402Q: 24 clusters Score -1.471402e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108300 members 
Mstep: Class 4 contains 164559 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41177 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119589 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35956 members 
Mstep: Class 12 contains 122894 members 
Mstep: Class 13 contains 26267 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38937 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35701 members 
Mstep: Class 19 contains 156351 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140176.000000 Penalty: 79126.429688
Iteration 403Q: 24 clusters Score -1.471402e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108306 members 
Mstep: Class 4 contains 164562 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41178 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119591 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35958 members 
Mstep: Class 12 contains 122896 members 
Mstep: Class 13 contains 26264 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38940 members 
Mstep: Class 16 contains 107695 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35702 members 
Mstep: Class 19 contains 156341 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140288.000000 Penalty: 79126.429688
Iteration 404Q: 24 clusters Score -1.471403e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108305 members 
Mstep: Class 4 contains 164564 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41180 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119597 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35957 members 
Mstep: Class 12 contains 122895 members 
Mstep: Class 13 contains 26262 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38937 members 
Mstep: Class 16 contains 107696 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35704 members 
Mstep: Class 19 contains 156337 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140336.000000 Penalty: 79126.429688
Iteration 405Q: 24 clusters Score -1.471403e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108307 members 
Mstep: Class 4 contains 164577 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41180 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119592 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35955 members 
Mstep: Class 12 contains 122893 members 
Mstep: Class 13 contains 26260 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38936 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35705 members 
Mstep: Class 19 contains 156335 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140288.000000 Penalty: 79126.429688
Iteration 406Q: 24 clusters Score -1.471403e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108309 members 
Mstep: Class 4 contains 164578 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119582 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35952 members 
Mstep: Class 12 contains 122891 members 
Mstep: Class 13 contains 26259 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38936 members 
Mstep: Class 16 contains 107705 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35706 members 
Mstep: Class 19 contains 156344 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140240.000000 Penalty: 79126.429688
Iteration 407Q: 24 clusters Score -1.471402e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80600 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108308 members 
Mstep: Class 4 contains 164588 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119582 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35950 members 
Mstep: Class 12 contains 122886 members 
Mstep: Class 13 contains 26258 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38941 members 
Mstep: Class 16 contains 107708 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35707 members 
Mstep: Class 19 contains 156339 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140352.000000 Penalty: 79126.429688
Iteration 408Q: 24 clusters Score -1.471404e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80600 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108309 members 
Mstep: Class 4 contains 164590 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119582 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35948 members 
Mstep: Class 12 contains 122888 members 
Mstep: Class 13 contains 26255 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38942 members 
Mstep: Class 16 contains 107711 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35706 members 
Mstep: Class 19 contains 156337 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140304.000000 Penalty: 79126.429688
Iteration 409Q: 24 clusters Score -1.471403e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80599 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108309 members 
Mstep: Class 4 contains 164581 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41184 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119584 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35942 members 
Mstep: Class 12 contains 122888 members 
Mstep: Class 13 contains 26254 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38946 members 
Mstep: Class 16 contains 107711 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35707 members 
Mstep: Class 19 contains 156345 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140320.000000 Penalty: 79126.429688
Iteration 410Q: 24 clusters Score -1.471403e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80603 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108314 members 
Mstep: Class 4 contains 164578 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41184 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119575 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35939 members 
Mstep: Class 12 contains 122886 members 
Mstep: Class 13 contains 26252 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38945 members 
Mstep: Class 16 contains 107714 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35708 members 
Mstep: Class 19 contains 156353 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140176.000000 Penalty: 79126.429688
Iteration 411Q: 24 clusters Score -1.471402e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108315 members 
Mstep: Class 4 contains 164573 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41185 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119575 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35933 members 
Mstep: Class 12 contains 122884 members 
Mstep: Class 13 contains 26250 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38946 members 
Mstep: Class 16 contains 107715 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35712 members 
Mstep: Class 19 contains 156359 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140032.000000 Penalty: 79126.429688
Iteration 412Q: 24 clusters Score -1.4714e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108312 members 
Mstep: Class 4 contains 164585 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119568 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35927 members 
Mstep: Class 12 contains 122882 members 
Mstep: Class 13 contains 26248 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38947 members 
Mstep: Class 16 contains 107720 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35709 members 
Mstep: Class 19 contains 156362 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140096.000000 Penalty: 79126.429688
Iteration 413Q: 24 clusters Score -1.471401e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108311 members 
Mstep: Class 4 contains 164594 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 41184 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119558 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35920 members 
Mstep: Class 12 contains 122882 members 
Mstep: Class 13 contains 26247 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38947 members 
Mstep: Class 16 contains 107726 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35711 members 
Mstep: Class 19 contains 156364 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140096.000000 Penalty: 79126.429688
Iteration 414Q: 24 clusters Score -1.471401e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108312 members 
Mstep: Class 4 contains 164618 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 41188 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119551 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35915 members 
Mstep: Class 12 contains 122883 members 
Mstep: Class 13 contains 26247 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38944 members 
Mstep: Class 16 contains 107725 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35709 members 
Mstep: Class 19 contains 156353 members 
Mstep: Class 20 contains 7586 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140144.000000 Penalty: 79126.429688
Iteration 415Q: 24 clusters Score -1.471401e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108311 members 
Mstep: Class 4 contains 164638 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41188 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119554 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35911 members 
Mstep: Class 12 contains 122876 members 
Mstep: Class 13 contains 26248 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38942 members 
Mstep: Class 16 contains 107726 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35711 members 
Mstep: Class 19 contains 156345 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140256.000000 Penalty: 79126.429688
Iteration 416Q: 24 clusters Score -1.471403e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108314 members 
Mstep: Class 4 contains 164662 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 41188 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119552 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35904 members 
Mstep: Class 12 contains 122871 members 
Mstep: Class 13 contains 26248 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38943 members 
Mstep: Class 16 contains 107723 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35709 members 
Mstep: Class 19 contains 156337 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140144.000000 Penalty: 79126.429688
Iteration 417Q: 24 clusters Score -1.471401e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108318 members 
Mstep: Class 4 contains 164684 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41188 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119547 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35901 members 
Mstep: Class 12 contains 122867 members 
Mstep: Class 13 contains 26247 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38943 members 
Mstep: Class 16 contains 107721 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35710 members 
Mstep: Class 19 contains 156331 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140144.000000 Penalty: 79126.429688
Iteration 418Q: 24 clusters Score -1.471401e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108321 members 
Mstep: Class 4 contains 164699 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41187 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119545 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35899 members 
Mstep: Class 12 contains 122861 members 
Mstep: Class 13 contains 26246 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38944 members 
Mstep: Class 16 contains 107709 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35708 members 
Mstep: Class 19 contains 156343 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147140208.000000 Penalty: 79126.429688
Iteration 419Q: 24 clusters Score -1.471402e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108321 members 
Mstep: Class 4 contains 164704 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41187 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119542 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35896 members 
Mstep: Class 12 contains 122862 members 
Mstep: Class 13 contains 26244 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38945 members 
Mstep: Class 16 contains 107706 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35711 members 
Mstep: Class 19 contains 156348 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147142448.000000 Penalty: 79126.429688
Iteration 420F: 24 clusters Score -1.471424e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 861 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108322 members 
Mstep: Class 4 contains 164715 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 41187 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119544 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35891 members 
Mstep: Class 12 contains 122865 members 
Mstep: Class 13 contains 26243 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38946 members 
Mstep: Class 16 contains 107707 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35712 members 
Mstep: Class 19 contains 156334 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144256.000000 Penalty: 79126.429688
Iteration 421Q: 24 clusters Score -1.471443e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108323 members 
Mstep: Class 4 contains 164708 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 41186 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119546 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35886 members 
Mstep: Class 12 contains 122871 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38947 members 
Mstep: Class 16 contains 107705 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35717 members 
Mstep: Class 19 contains 156335 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144176.000000 Penalty: 79126.429688
Iteration 422Q: 24 clusters Score -1.471442e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80574 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108324 members 
Mstep: Class 4 contains 164707 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 41184 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119548 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35880 members 
Mstep: Class 12 contains 122863 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38947 members 
Mstep: Class 16 contains 107707 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35721 members 
Mstep: Class 19 contains 156347 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144288.000000 Penalty: 79126.429688
Iteration 423Q: 24 clusters Score -1.471443e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108325 members 
Mstep: Class 4 contains 164709 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119552 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35874 members 
Mstep: Class 12 contains 122856 members 
Mstep: Class 13 contains 26240 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38950 members 
Mstep: Class 16 contains 107710 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35726 members 
Mstep: Class 19 contains 156349 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144256.000000 Penalty: 79126.429688
Iteration 424Q: 24 clusters Score -1.471443e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108331 members 
Mstep: Class 4 contains 164718 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 41184 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119550 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 35874 members 
Mstep: Class 12 contains 122853 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38952 members 
Mstep: Class 16 contains 107712 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35731 members 
Mstep: Class 19 contains 156331 members 
Mstep: Class 20 contains 7589 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144208.000000 Penalty: 79126.429688
Iteration 425Q: 24 clusters Score -1.471442e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80558 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108332 members 
Mstep: Class 4 contains 164727 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119554 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35872 members 
Mstep: Class 12 contains 122846 members 
Mstep: Class 13 contains 26240 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38953 members 
Mstep: Class 16 contains 107715 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35740 members 
Mstep: Class 19 contains 156319 members 
Mstep: Class 20 contains 7591 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144272.000000 Penalty: 79126.429688
Iteration 426Q: 24 clusters Score -1.471443e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 216 members 
Mstep: Class 3 contains 108329 members 
Mstep: Class 4 contains 164734 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119560 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35870 members 
Mstep: Class 12 contains 122845 members 
Mstep: Class 13 contains 26240 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38958 members 
Mstep: Class 16 contains 107714 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35744 members 
Mstep: Class 19 contains 156309 members 
Mstep: Class 20 contains 7591 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144256.000000 Penalty: 79126.429688
Iteration 427Q: 24 clusters Score -1.471443e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108326 members 
Mstep: Class 4 contains 164736 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119569 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35867 members 
Mstep: Class 12 contains 122844 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107722 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35743 members 
Mstep: Class 19 contains 156314 members 
Mstep: Class 20 contains 7589 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144192.000000 Penalty: 79126.429688
Iteration 428Q: 24 clusters Score -1.471442e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108318 members 
Mstep: Class 4 contains 164736 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 41185 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119583 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35867 members 
Mstep: Class 12 contains 122846 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38963 members 
Mstep: Class 16 contains 107731 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35743 members 
Mstep: Class 19 contains 156304 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144128.000000 Penalty: 79126.429688
Iteration 429Q: 24 clusters Score -1.471441e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108315 members 
Mstep: Class 4 contains 164735 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 41185 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119591 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35865 members 
Mstep: Class 12 contains 122851 members 
Mstep: Class 13 contains 26237 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38964 members 
Mstep: Class 16 contains 107738 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35739 members 
Mstep: Class 19 contains 156303 members 
Mstep: Class 20 contains 7586 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144176.000000 Penalty: 79126.429688
Iteration 430Q: 24 clusters Score -1.471442e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108315 members 
Mstep: Class 4 contains 164733 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 41185 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119592 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35862 members 
Mstep: Class 12 contains 122851 members 
Mstep: Class 13 contains 26237 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38965 members 
Mstep: Class 16 contains 107746 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35738 members 
Mstep: Class 19 contains 156309 members 
Mstep: Class 20 contains 7586 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144240.000000 Penalty: 79126.429688
Iteration 431Q: 24 clusters Score -1.471442e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108314 members 
Mstep: Class 4 contains 164733 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119591 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35858 members 
Mstep: Class 12 contains 122853 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38964 members 
Mstep: Class 16 contains 107748 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35738 members 
Mstep: Class 19 contains 156319 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144304.000000 Penalty: 79126.429688
Iteration 432Q: 24 clusters Score -1.471443e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108314 members 
Mstep: Class 4 contains 164738 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119592 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35852 members 
Mstep: Class 12 contains 122859 members 
Mstep: Class 13 contains 26242 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38962 members 
Mstep: Class 16 contains 107754 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35739 members 
Mstep: Class 19 contains 156313 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144352.000000 Penalty: 79126.429688
Iteration 433Q: 24 clusters Score -1.471444e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108314 members 
Mstep: Class 4 contains 164741 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119591 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35847 members 
Mstep: Class 12 contains 122858 members 
Mstep: Class 13 contains 26242 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107764 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35738 members 
Mstep: Class 19 contains 156315 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144304.000000 Penalty: 79126.429688
Iteration 434Q: 24 clusters Score -1.471443e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108316 members 
Mstep: Class 4 contains 164740 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119588 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35843 members 
Mstep: Class 12 contains 122857 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38959 members 
Mstep: Class 16 contains 107769 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35739 members 
Mstep: Class 19 contains 156321 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144304.000000 Penalty: 79126.429688
Iteration 435Q: 24 clusters Score -1.471443e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108314 members 
Mstep: Class 4 contains 164736 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119589 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35841 members 
Mstep: Class 12 contains 122858 members 
Mstep: Class 13 contains 26240 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38957 members 
Mstep: Class 16 contains 107775 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35740 members 
Mstep: Class 19 contains 156325 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144272.000000 Penalty: 79126.429688
Iteration 436Q: 24 clusters Score -1.471443e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108313 members 
Mstep: Class 4 contains 164738 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119590 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35840 members 
Mstep: Class 12 contains 122856 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38959 members 
Mstep: Class 16 contains 107782 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35740 members 
Mstep: Class 19 contains 156319 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144272.000000 Penalty: 79126.429688
Iteration 437Q: 24 clusters Score -1.471443e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108315 members 
Mstep: Class 4 contains 164739 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119597 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35835 members 
Mstep: Class 12 contains 122854 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38956 members 
Mstep: Class 16 contains 107785 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35742 members 
Mstep: Class 19 contains 156317 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144256.000000 Penalty: 79126.429688
Iteration 438Q: 24 clusters Score -1.471443e+08 nChanged 40
Entering ConstructFrom: 
Score: -147144256.000000 Penalty: 79126.429688
Entering ConstructFrom: 
Trying to split cluster 1 (80482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80482 members 
Entering Unmasked Estep 
Score: -11445457.000000 Penalty: 2801.355713
	Iteration 0F: 2 clusters Score -1.144546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -11391405.000000 Penalty: 5602.711426
	Iteration 0F: 3 clusters Score -1.13914e+07 nChanged 37780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -11413047.000000 Penalty: 5602.711426
	Iteration 1F: 3 clusters Score -1.141305e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -11413550.000000 Penalty: 5602.711426
	Iteration 2Q: 3 clusters Score -1.141355e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -11414119.000000 Penalty: 5602.711426
	Iteration 3Q: 3 clusters Score -1.141412e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -11414651.000000 Penalty: 5602.711426
	Iteration 4Q: 3 clusters Score -1.141465e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -11415315.000000 Penalty: 5602.711426
	Iteration 5Q: 3 clusters Score -1.141532e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -11416157.000000 Penalty: 5602.711426
	Iteration 6Q: 3 clusters Score -1.141616e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -11417362.000000 Penalty: 5602.711426
	Iteration 7Q: 3 clusters Score -1.141736e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -11419138.000000 Penalty: 5602.711426
	Iteration 8Q: 3 clusters Score -1.141914e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -11421702.000000 Penalty: 5602.711426
	Iteration 9F: 3 clusters Score -1.14217e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -11425341.000000 Penalty: 5602.711426
	Iteration 10F: 3 clusters Score -1.142534e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -11429403.000000 Penalty: 5602.711426
	Iteration 11F: 3 clusters Score -1.14294e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -11432704.000000 Penalty: 5602.711426
	Iteration 12Q: 3 clusters Score -1.14327e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -11434786.000000 Penalty: 5602.711426
	Iteration 13Q: 3 clusters Score -1.143479e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -11436160.000000 Penalty: 5602.711426
	Iteration 14Q: 3 clusters Score -1.143616e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -11437064.000000 Penalty: 5602.711426
	Iteration 15Q: 3 clusters Score -1.143706e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -11437927.000000 Penalty: 5602.711426
	Iteration 16Q: 3 clusters Score -1.143793e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -11438601.000000 Penalty: 5602.711426
	Iteration 17Q: 3 clusters Score -1.14386e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -11439268.000000 Penalty: 5602.711426
	Iteration 18Q: 3 clusters Score -1.143927e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -11439907.000000 Penalty: 5602.711426
	Iteration 19Q: 3 clusters Score -1.143991e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75226 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -11440487.000000 Penalty: 5602.711426
	Iteration 20F: 3 clusters Score -1.144049e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -11440965.000000 Penalty: 5602.711426
	Iteration 21Q: 3 clusters Score -1.144096e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -11441414.000000 Penalty: 5602.711426
	Iteration 22Q: 3 clusters Score -1.144141e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -11441789.000000 Penalty: 5602.711426
	Iteration 23Q: 3 clusters Score -1.144179e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -11442073.000000 Penalty: 5602.711426
	Iteration 24Q: 3 clusters Score -1.144207e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -11442256.000000 Penalty: 5602.711426
	Iteration 25Q: 3 clusters Score -1.144226e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -11442420.000000 Penalty: 5602.711426
	Iteration 26Q: 3 clusters Score -1.144242e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -11442574.000000 Penalty: 5602.711426
	Iteration 27Q: 3 clusters Score -1.144257e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -11442680.000000 Penalty: 5602.711426
	Iteration 28Q: 3 clusters Score -1.144268e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11442769.000000 Penalty: 5602.711426
	Iteration 29Q: 3 clusters Score -1.144277e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11442830.000000 Penalty: 5602.711426
	Iteration 30Q: 3 clusters Score -1.144283e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11442891.000000 Penalty: 5602.711426
	Iteration 31Q: 3 clusters Score -1.144289e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11442927.000000 Penalty: 5602.711426
	Iteration 32Q: 3 clusters Score -1.144293e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11442943.000000 Penalty: 5602.711426
	Iteration 33Q: 3 clusters Score -1.144294e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11442968.000000 Penalty: 5602.711426
	Iteration 34Q: 3 clusters Score -1.144297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11442990.000000 Penalty: 5602.711426
	Iteration 35Q: 3 clusters Score -1.144299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79624 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11443008.000000 Penalty: 5602.711426
	Iteration 36Q: 3 clusters Score -1.144301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11443037.000000 Penalty: 5602.711426
	Iteration 37Q: 3 clusters Score -1.144304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11443044.000000 Penalty: 5602.711426
	Iteration 38Q: 3 clusters Score -1.144304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11443049.000000 Penalty: 5602.711426
	Iteration 39Q: 3 clusters Score -1.144305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11443036.000000 Penalty: 5602.711426
	Iteration 40F: 3 clusters Score -1.144304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11443041.000000 Penalty: 5602.711426
	Iteration 41Q: 3 clusters Score -1.144304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -11443052.000000 Penalty: 5602.711426
	Iteration 42Q: 3 clusters Score -1.144305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79698 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11443059.000000 Penalty: 5602.711426
	Iteration 43Q: 3 clusters Score -1.144306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79698 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11443066.000000 Penalty: 5602.711426
	Iteration 44Q: 3 clusters Score -1.144307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79700 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11443068.000000 Penalty: 5602.711426
	Iteration 45Q: 3 clusters Score -1.144307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11443065.000000 Penalty: 5602.711426
	Iteration 46Q: 3 clusters Score -1.144306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11443065.000000 Penalty: 5602.711426
	Iteration 47F: 3 clusters Score -1.144306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -26374.082031 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -26374.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25273.912109 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -25273.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25342.093750 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -25342.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25355.570312 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -25355.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25385.226562 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -25385.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25401.550781 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -25401.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25407.335938 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -25407.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25407.335938 Penalty: 2663.836426
	Iteration 6F: 3 clusters Score -25407.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108313 members 
Entering Unmasked Estep 
Score: -15415975.000000 Penalty: 2875.009521
	Iteration 0F: 2 clusters Score -1.541598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -15345398.000000 Penalty: 5750.019043
	Iteration 0F: 3 clusters Score -1.53454e+07 nChanged 51178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -15374886.000000 Penalty: 5750.019043
	Iteration 1F: 3 clusters Score -1.537489e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -15376287.000000 Penalty: 5750.019043
	Iteration 2Q: 3 clusters Score -1.537629e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -15378804.000000 Penalty: 5750.019043
	Iteration 3Q: 3 clusters Score -1.53788e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -15382495.000000 Penalty: 5750.019043
	Iteration 4F: 3 clusters Score -1.53825e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -15387021.000000 Penalty: 5750.019043
	Iteration 5F: 3 clusters Score -1.538702e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -15391686.000000 Penalty: 5750.019043
	Iteration 6F: 3 clusters Score -1.539169e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -15396287.000000 Penalty: 5750.019043
	Iteration 7F: 3 clusters Score -1.539629e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -15399829.000000 Penalty: 5750.019043
	Iteration 8F: 3 clusters Score -1.539983e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -15402757.000000 Penalty: 5750.019043
	Iteration 9F: 3 clusters Score -1.540276e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -15405214.000000 Penalty: 5750.019043
	Iteration 10Q: 3 clusters Score -1.540521e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -15407105.000000 Penalty: 5750.019043
	Iteration 11Q: 3 clusters Score -1.54071e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -15408427.000000 Penalty: 5750.019043
	Iteration 12Q: 3 clusters Score -1.540843e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -15409439.000000 Penalty: 5750.019043
	Iteration 13Q: 3 clusters Score -1.540944e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -15410401.000000 Penalty: 5750.019043
	Iteration 14Q: 3 clusters Score -1.54104e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -15411178.000000 Penalty: 5750.019043
	Iteration 15Q: 3 clusters Score -1.541118e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -15411644.000000 Penalty: 5750.019043
	Iteration 16Q: 3 clusters Score -1.541164e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -15411884.000000 Penalty: 5750.019043
	Iteration 17Q: 3 clusters Score -1.541188e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -15412073.000000 Penalty: 5750.019043
	Iteration 18Q: 3 clusters Score -1.541207e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -15412167.000000 Penalty: 5750.019043
	Iteration 19Q: 3 clusters Score -1.541217e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -15412239.000000 Penalty: 5750.019043
	Iteration 20F: 3 clusters Score -1.541224e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -15412351.000000 Penalty: 5750.019043
	Iteration 21Q: 3 clusters Score -1.541235e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -15412440.000000 Penalty: 5750.019043
	Iteration 22Q: 3 clusters Score -1.541244e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -15412460.000000 Penalty: 5750.019043
	Iteration 23Q: 3 clusters Score -1.541246e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -15412518.000000 Penalty: 5750.019043
	Iteration 24Q: 3 clusters Score -1.541252e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -15412525.000000 Penalty: 5750.019043
	Iteration 25Q: 3 clusters Score -1.541252e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -15412594.000000 Penalty: 5750.019043
	Iteration 26Q: 3 clusters Score -1.541259e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -15412688.000000 Penalty: 5750.019043
	Iteration 27Q: 3 clusters Score -1.541269e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -15412668.000000 Penalty: 5750.019043
	Iteration 28Q: 3 clusters Score -1.541267e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -15412798.000000 Penalty: 5750.019043
	Iteration 29Q: 3 clusters Score -1.54128e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -15412816.000000 Penalty: 5750.019043
	Iteration 30Q: 3 clusters Score -1.541282e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -15412842.000000 Penalty: 5750.019043
	Iteration 31Q: 3 clusters Score -1.541284e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -15412905.000000 Penalty: 5750.019043
	Iteration 32Q: 3 clusters Score -1.54129e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -15412902.000000 Penalty: 5750.019043
	Iteration 33Q: 3 clusters Score -1.54129e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -15412890.000000 Penalty: 5750.019043
	Iteration 34Q: 3 clusters Score -1.541289e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -15413023.000000 Penalty: 5750.019043
	Iteration 35Q: 3 clusters Score -1.541302e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -15413076.000000 Penalty: 5750.019043
	Iteration 36Q: 3 clusters Score -1.541308e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -15413089.000000 Penalty: 5750.019043
	Iteration 37Q: 3 clusters Score -1.541309e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -15413114.000000 Penalty: 5750.019043
	Iteration 38Q: 3 clusters Score -1.541311e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -15413159.000000 Penalty: 5750.019043
	Iteration 39Q: 3 clusters Score -1.541316e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -15413174.000000 Penalty: 5750.019043
	Iteration 40F: 3 clusters Score -1.541317e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -15413243.000000 Penalty: 5750.019043
	Iteration 41Q: 3 clusters Score -1.541324e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -15413335.000000 Penalty: 5750.019043
	Iteration 42Q: 3 clusters Score -1.541334e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -15413427.000000 Penalty: 5750.019043
	Iteration 43Q: 3 clusters Score -1.541343e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -15413498.000000 Penalty: 5750.019043
	Iteration 44Q: 3 clusters Score -1.54135e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -15413571.000000 Penalty: 5750.019043
	Iteration 45Q: 3 clusters Score -1.541357e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -15413593.000000 Penalty: 5750.019043
	Iteration 46Q: 3 clusters Score -1.541359e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -15413649.000000 Penalty: 5750.019043
	Iteration 47Q: 3 clusters Score -1.541365e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -15413699.000000 Penalty: 5750.019043
	Iteration 48Q: 3 clusters Score -1.54137e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -15413720.000000 Penalty: 5750.019043
	Iteration 49Q: 3 clusters Score -1.541372e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 70162 members 
Entering Unmasked Estep 
Score: -15413675.000000 Penalty: 5750.019043
	Iteration 50Q: 3 clusters Score -1.541368e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -15413721.000000 Penalty: 5750.019043
	Iteration 51Q: 3 clusters Score -1.541372e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -15413827.000000 Penalty: 5750.019043
	Iteration 52Q: 3 clusters Score -1.541383e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -15413881.000000 Penalty: 5750.019043
	Iteration 53Q: 3 clusters Score -1.541388e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -15413935.000000 Penalty: 5750.019043
	Iteration 54Q: 3 clusters Score -1.541394e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -15414079.000000 Penalty: 5750.019043
	Iteration 55Q: 3 clusters Score -1.541408e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -15414157.000000 Penalty: 5750.019043
	Iteration 56Q: 3 clusters Score -1.541416e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -15414258.000000 Penalty: 5750.019043
	Iteration 57Q: 3 clusters Score -1.541426e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -15414325.000000 Penalty: 5750.019043
	Iteration 58Q: 3 clusters Score -1.541432e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -15414348.000000 Penalty: 5750.019043
	Iteration 59Q: 3 clusters Score -1.541435e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 76737 members 
Entering Unmasked Estep 
Score: -15414415.000000 Penalty: 5750.019043
	Iteration 60F: 3 clusters Score -1.541442e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 77301 members 
Entering Unmasked Estep 
Score: -15414471.000000 Penalty: 5750.019043
	Iteration 61Q: 3 clusters Score -1.541447e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -15414541.000000 Penalty: 5750.019043
	Iteration 62Q: 3 clusters Score -1.541454e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 78444 members 
Entering Unmasked Estep 
Score: -15414595.000000 Penalty: 5750.019043
	Iteration 63Q: 3 clusters Score -1.54146e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 79018 members 
Entering Unmasked Estep 
Score: -15414723.000000 Penalty: 5750.019043
	Iteration 64Q: 3 clusters Score -1.541472e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -15414755.000000 Penalty: 5750.019043
	Iteration 65Q: 3 clusters Score -1.541476e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -15414798.000000 Penalty: 5750.019043
	Iteration 66Q: 3 clusters Score -1.54148e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -15414807.000000 Penalty: 5750.019043
	Iteration 67Q: 3 clusters Score -1.541481e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -15414849.000000 Penalty: 5750.019043
	Iteration 68Q: 3 clusters Score -1.541485e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -15414863.000000 Penalty: 5750.019043
	Iteration 69Q: 3 clusters Score -1.541486e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -15414920.000000 Penalty: 5750.019043
	Iteration 70Q: 3 clusters Score -1.541492e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -15415006.000000 Penalty: 5750.019043
	Iteration 71Q: 3 clusters Score -1.541501e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -15415091.000000 Penalty: 5750.019043
	Iteration 72Q: 3 clusters Score -1.541509e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -15415185.000000 Penalty: 5750.019043
	Iteration 73Q: 3 clusters Score -1.541518e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -15415241.000000 Penalty: 5750.019043
	Iteration 74Q: 3 clusters Score -1.541524e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 85678 members 
Entering Unmasked Estep 
Score: -15415338.000000 Penalty: 5750.019043
	Iteration 75Q: 3 clusters Score -1.541534e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 86239 members 
Entering Unmasked Estep 
Score: -15415390.000000 Penalty: 5750.019043
	Iteration 76Q: 3 clusters Score -1.541539e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -15415392.000000 Penalty: 5750.019043
	Iteration 77Q: 3 clusters Score -1.541539e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 87325 members 
Entering Unmasked Estep 
Score: -15415464.000000 Penalty: 5750.019043
	Iteration 78Q: 3 clusters Score -1.541546e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -15415471.000000 Penalty: 5750.019043
	Iteration 79Q: 3 clusters Score -1.541547e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -15415454.000000 Penalty: 5750.019043
	Iteration 80F: 3 clusters Score -1.541545e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -15415512.000000 Penalty: 5750.019043
	Iteration 81Q: 3 clusters Score -1.541551e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -15415646.000000 Penalty: 5750.019043
	Iteration 82Q: 3 clusters Score -1.541565e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 90037 members 
Entering Unmasked Estep 
Score: -15415733.000000 Penalty: 5750.019043
	Iteration 83Q: 3 clusters Score -1.541573e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
Score: -15415737.000000 Penalty: 5750.019043
	Iteration 84Q: 3 clusters Score -1.541574e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -15415755.000000 Penalty: 5750.019043
	Iteration 85Q: 3 clusters Score -1.541576e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -15415780.000000 Penalty: 5750.019043
	Iteration 86Q: 3 clusters Score -1.541578e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -15415834.000000 Penalty: 5750.019043
	Iteration 87Q: 3 clusters Score -1.541583e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -15415850.000000 Penalty: 5750.019043
	Iteration 88Q: 3 clusters Score -1.541585e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 92591 members 
Entering Unmasked Estep 
Score: -15415852.000000 Penalty: 5750.019043
	Iteration 89Q: 3 clusters Score -1.541585e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -15415911.000000 Penalty: 5750.019043
	Iteration 90Q: 3 clusters Score -1.541591e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -15415953.000000 Penalty: 5750.019043
	Iteration 91Q: 3 clusters Score -1.541595e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 93923 members 
Entering Unmasked Estep 
Score: -15415920.000000 Penalty: 5750.019043
	Iteration 92Q: 3 clusters Score -1.541592e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 94375 members 
Entering Unmasked Estep 
Score: -15415899.000000 Penalty: 5750.019043
	Iteration 93Q: 3 clusters Score -1.54159e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 94852 members 
Entering Unmasked Estep 
Score: -15416016.000000 Penalty: 5750.019043
	Iteration 94Q: 3 clusters Score -1.541602e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -15416034.000000 Penalty: 5750.019043
	Iteration 95Q: 3 clusters Score -1.541603e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -15416080.000000 Penalty: 5750.019043
	Iteration 96Q: 3 clusters Score -1.541608e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -15416117.000000 Penalty: 5750.019043
	Iteration 97Q: 3 clusters Score -1.541612e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 96531 members 
Entering Unmasked Estep 
Score: -15416205.000000 Penalty: 5750.019043
	Iteration 98Q: 3 clusters Score -1.54162e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 96893 members 
Entering Unmasked Estep 
Score: -15416215.000000 Penalty: 5750.019043
	Iteration 99Q: 3 clusters Score -1.541622e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -15416256.000000 Penalty: 5750.019043
	Iteration 100F: 3 clusters Score -1.541626e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 97563 members 
Entering Unmasked Estep 
Score: -15416279.000000 Penalty: 5750.019043
	Iteration 101Q: 3 clusters Score -1.541628e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 97867 members 
Entering Unmasked Estep 
Score: -15416319.000000 Penalty: 5750.019043
	Iteration 102Q: 3 clusters Score -1.541632e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 98133 members 
Entering Unmasked Estep 
Score: -15416344.000000 Penalty: 5750.019043
	Iteration 103Q: 3 clusters Score -1.541634e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -15416423.000000 Penalty: 5750.019043
	Iteration 104Q: 3 clusters Score -1.541642e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -15416512.000000 Penalty: 5750.019043
	Iteration 105Q: 3 clusters Score -1.541651e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 98877 members 
Entering Unmasked Estep 
Score: -15416486.000000 Penalty: 5750.019043
	Iteration 106Q: 3 clusters Score -1.541649e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -15416492.000000 Penalty: 5750.019043
	Iteration 107Q: 3 clusters Score -1.541649e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 99318 members 
Entering Unmasked Estep 
Score: -15416500.000000 Penalty: 5750.019043
	Iteration 108Q: 3 clusters Score -1.54165e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -15416529.000000 Penalty: 5750.019043
	Iteration 109Q: 3 clusters Score -1.541653e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -15416524.000000 Penalty: 5750.019043
	Iteration 110Q: 3 clusters Score -1.541652e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -15416475.000000 Penalty: 5750.019043
	Iteration 111Q: 3 clusters Score -1.541648e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -15416477.000000 Penalty: 5750.019043
	Iteration 112Q: 3 clusters Score -1.541648e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -15416502.000000 Penalty: 5750.019043
	Iteration 113Q: 3 clusters Score -1.54165e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 100409 members 
Entering Unmasked Estep 
Score: -15416505.000000 Penalty: 5750.019043
	Iteration 114Q: 3 clusters Score -1.54165e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 100533 members 
Entering Unmasked Estep 
Score: -15416505.000000 Penalty: 5750.019043
	Iteration 115Q: 3 clusters Score -1.54165e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -15416494.000000 Penalty: 5750.019043
	Iteration 116Q: 3 clusters Score -1.541649e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -15416510.000000 Penalty: 5750.019043
	Iteration 117Q: 3 clusters Score -1.541651e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -15416493.000000 Penalty: 5750.019043
	Iteration 118Q: 3 clusters Score -1.541649e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -15416489.000000 Penalty: 5750.019043
	Iteration 119Q: 3 clusters Score -1.541649e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 101069 members 
Entering Unmasked Estep 
Score: -15416464.000000 Penalty: 5750.019043
	Iteration 120F: 3 clusters Score -1.541646e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 101176 members 
Entering Unmasked Estep 
Score: -15416484.000000 Penalty: 5750.019043
	Iteration 121Q: 3 clusters Score -1.541648e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 101261 members 
Entering Unmasked Estep 
Score: -15416483.000000 Penalty: 5750.019043
	Iteration 122Q: 3 clusters Score -1.541648e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -15416456.000000 Penalty: 5750.019043
	Iteration 123Q: 3 clusters Score -1.541646e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 101414 members 
Entering Unmasked Estep 
Score: -15416471.000000 Penalty: 5750.019043
	Iteration 124Q: 3 clusters Score -1.541647e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 101469 members 
Entering Unmasked Estep 
Score: -15416447.000000 Penalty: 5750.019043
	Iteration 125Q: 3 clusters Score -1.541645e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 101523 members 
Entering Unmasked Estep 
Score: -15416442.000000 Penalty: 5750.019043
	Iteration 126Q: 3 clusters Score -1.541644e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 101587 members 
Entering Unmasked Estep 
Score: -15416438.000000 Penalty: 5750.019043
	Iteration 127Q: 3 clusters Score -1.541644e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -15416437.000000 Penalty: 5750.019043
	Iteration 128Q: 3 clusters Score -1.541644e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -15416436.000000 Penalty: 5750.019043
	Iteration 129Q: 3 clusters Score -1.541644e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 101737 members 
Entering Unmasked Estep 
Score: -15416428.000000 Penalty: 5750.019043
	Iteration 130Q: 3 clusters Score -1.541643e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 101782 members 
Entering Unmasked Estep 
Score: -15416418.000000 Penalty: 5750.019043
	Iteration 131Q: 3 clusters Score -1.541642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 101822 members 
Entering Unmasked Estep 
Score: -15416394.000000 Penalty: 5750.019043
	Iteration 132Q: 3 clusters Score -1.541639e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 101862 members 
Entering Unmasked Estep 
Score: -15416417.000000 Penalty: 5750.019043
	Iteration 133Q: 3 clusters Score -1.541642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 101901 members 
Entering Unmasked Estep 
Score: -15416413.000000 Penalty: 5750.019043
	Iteration 134Q: 3 clusters Score -1.541641e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 101933 members 
Entering Unmasked Estep 
Score: -15416387.000000 Penalty: 5750.019043
	Iteration 135Q: 3 clusters Score -1.541639e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 101963 members 
Entering Unmasked Estep 
Score: -15416367.000000 Penalty: 5750.019043
	Iteration 136Q: 3 clusters Score -1.541637e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 101992 members 
Entering Unmasked Estep 
Score: -15416367.000000 Penalty: 5750.019043
	Iteration 137Q: 3 clusters Score -1.541637e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -15416372.000000 Penalty: 5750.019043
	Iteration 138Q: 3 clusters Score -1.541637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 102040 members 
Entering Unmasked Estep 
Score: -15416378.000000 Penalty: 5750.019043
	Iteration 139Q: 3 clusters Score -1.541638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 102063 members 
Entering Unmasked Estep 
Score: -15416350.000000 Penalty: 5750.019043
	Iteration 140F: 3 clusters Score -1.541635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -15416343.000000 Penalty: 5750.019043
	Iteration 141Q: 3 clusters Score -1.541634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 102110 members 
Entering Unmasked Estep 
Score: -15416358.000000 Penalty: 5750.019043
	Iteration 142Q: 3 clusters Score -1.541636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 102131 members 
Entering Unmasked Estep 
Score: -15416364.000000 Penalty: 5750.019043
	Iteration 143Q: 3 clusters Score -1.541636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 102155 members 
Entering Unmasked Estep 
Score: -15416362.000000 Penalty: 5750.019043
	Iteration 144Q: 3 clusters Score -1.541636e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 102183 members 
Entering Unmasked Estep 
Score: -15416348.000000 Penalty: 5750.019043
	Iteration 145Q: 3 clusters Score -1.541635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 102207 members 
Entering Unmasked Estep 
Score: -15416355.000000 Penalty: 5750.019043
	Iteration 146Q: 3 clusters Score -1.541636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -15416363.000000 Penalty: 5750.019043
	Iteration 147Q: 3 clusters Score -1.541636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -15416365.000000 Penalty: 5750.019043
	Iteration 148Q: 3 clusters Score -1.541636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -15416363.000000 Penalty: 5750.019043
	Iteration 149Q: 3 clusters Score -1.541636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 102284 members 
Entering Unmasked Estep 
Score: -15416377.000000 Penalty: 5750.019043
	Iteration 150Q: 3 clusters Score -1.541638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -15416373.000000 Penalty: 5750.019043
	Iteration 151Q: 3 clusters Score -1.541637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 102319 members 
Entering Unmasked Estep 
Score: -15416360.000000 Penalty: 5750.019043
	Iteration 152Q: 3 clusters Score -1.541636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -15416375.000000 Penalty: 5750.019043
	Iteration 153Q: 3 clusters Score -1.541638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 102349 members 
Entering Unmasked Estep 
Score: -15416379.000000 Penalty: 5750.019043
	Iteration 154Q: 3 clusters Score -1.541638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 102361 members 
Entering Unmasked Estep 
Score: -15416381.000000 Penalty: 5750.019043
	Iteration 155Q: 3 clusters Score -1.541638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 102372 members 
Entering Unmasked Estep 
Score: -15416375.000000 Penalty: 5750.019043
	Iteration 156Q: 3 clusters Score -1.541638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 102383 members 
Entering Unmasked Estep 
Score: -15416386.000000 Penalty: 5750.019043
	Iteration 157Q: 3 clusters Score -1.541639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 102401 members 
Entering Unmasked Estep 
Score: -15416376.000000 Penalty: 5750.019043
	Iteration 158Q: 3 clusters Score -1.541638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -15416367.000000 Penalty: 5750.019043
	Iteration 159Q: 3 clusters Score -1.541637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 102433 members 
Entering Unmasked Estep 
Score: -15416386.000000 Penalty: 5750.019043
	Iteration 160F: 3 clusters Score -1.541639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -15416387.000000 Penalty: 5750.019043
	Iteration 161Q: 3 clusters Score -1.541639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 102463 members 
Entering Unmasked Estep 
Score: -15416389.000000 Penalty: 5750.019043
	Iteration 162Q: 3 clusters Score -1.541639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -15416378.000000 Penalty: 5750.019043
	Iteration 163Q: 3 clusters Score -1.541638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 102490 members 
Entering Unmasked Estep 
Score: -15416393.000000 Penalty: 5750.019043
	Iteration 164Q: 3 clusters Score -1.541639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -15416375.000000 Penalty: 5750.019043
	Iteration 165Q: 3 clusters Score -1.541638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -15416382.000000 Penalty: 5750.019043
	Iteration 166Q: 3 clusters Score -1.541638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 102529 members 
Entering Unmasked Estep 
Score: -15416378.000000 Penalty: 5750.019043
	Iteration 167Q: 3 clusters Score -1.541638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 102539 members 
Entering Unmasked Estep 
Score: -15416386.000000 Penalty: 5750.019043
	Iteration 168Q: 3 clusters Score -1.541639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 102548 members 
Entering Unmasked Estep 
Score: -15416378.000000 Penalty: 5750.019043
	Iteration 169Q: 3 clusters Score -1.541638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 102557 members 
Entering Unmasked Estep 
Score: -15416395.000000 Penalty: 5750.019043
	Iteration 170Q: 3 clusters Score -1.54164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 102569 members 
Entering Unmasked Estep 
Score: -15416387.000000 Penalty: 5750.019043
	Iteration 171Q: 3 clusters Score -1.541639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 102579 members 
Entering Unmasked Estep 
Score: -15416385.000000 Penalty: 5750.019043
	Iteration 172Q: 3 clusters Score -1.541638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 102586 members 
Entering Unmasked Estep 
Score: -15416384.000000 Penalty: 5750.019043
	Iteration 173Q: 3 clusters Score -1.541638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -15416396.000000 Penalty: 5750.019043
	Iteration 174Q: 3 clusters Score -1.54164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
Score: -15416394.000000 Penalty: 5750.019043
	Iteration 175Q: 3 clusters Score -1.541639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -15416400.000000 Penalty: 5750.019043
	Iteration 176Q: 3 clusters Score -1.54164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -15416400.000000 Penalty: 5750.019043
	Iteration 177Q: 3 clusters Score -1.54164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 102630 members 
Entering Unmasked Estep 
Score: -15416409.000000 Penalty: 5750.019043
	Iteration 178Q: 3 clusters Score -1.541641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -15416400.000000 Penalty: 5750.019043
	Iteration 179Q: 3 clusters Score -1.54164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 102644 members 
Entering Unmasked Estep 
Score: -15416402.000000 Penalty: 5750.019043
	Iteration 180F: 3 clusters Score -1.54164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 102648 members 
Entering Unmasked Estep 
Score: -15416387.000000 Penalty: 5750.019043
	Iteration 181Q: 3 clusters Score -1.541639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 102655 members 
Entering Unmasked Estep 
Score: -15416395.000000 Penalty: 5750.019043
	Iteration 182Q: 3 clusters Score -1.54164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 102661 members 
Entering Unmasked Estep 
Score: -15416400.000000 Penalty: 5750.019043
	Iteration 183Q: 3 clusters Score -1.54164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 102665 members 
Entering Unmasked Estep 
Score: -15416401.000000 Penalty: 5750.019043
	Iteration 184Q: 3 clusters Score -1.54164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 102670 members 
Entering Unmasked Estep 
Score: -15416396.000000 Penalty: 5750.019043
	Iteration 185Q: 3 clusters Score -1.54164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -15416398.000000 Penalty: 5750.019043
	Iteration 186Q: 3 clusters Score -1.54164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -15416405.000000 Penalty: 5750.019043
	Iteration 187Q: 3 clusters Score -1.54164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 102696 members 
Entering Unmasked Estep 
Score: -15416406.000000 Penalty: 5750.019043
	Iteration 188Q: 3 clusters Score -1.541641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 102704 members 
Entering Unmasked Estep 
Score: -15416404.000000 Penalty: 5750.019043
	Iteration 189Q: 3 clusters Score -1.54164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 102712 members 
Entering Unmasked Estep 
Score: -15416391.000000 Penalty: 5750.019043
	Iteration 190Q: 3 clusters Score -1.541639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 102718 members 
Entering Unmasked Estep 
Score: -15416396.000000 Penalty: 5750.019043
	Iteration 191Q: 3 clusters Score -1.54164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 102723 members 
Entering Unmasked Estep 
Score: -15416388.000000 Penalty: 5750.019043
	Iteration 192Q: 3 clusters Score -1.541639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 102726 members 
Entering Unmasked Estep 
Score: -15416393.000000 Penalty: 5750.019043
	Iteration 193Q: 3 clusters Score -1.541639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 102728 members 
Entering Unmasked Estep 
Score: -15416391.000000 Penalty: 5750.019043
	Iteration 194Q: 3 clusters Score -1.541639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 102730 members 
Entering Unmasked Estep 
Score: -15416389.000000 Penalty: 5750.019043
	Iteration 195Q: 3 clusters Score -1.541639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -15416386.000000 Penalty: 5750.019043
	Iteration 196Q: 3 clusters Score -1.541639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -15416388.000000 Penalty: 5750.019043
	Iteration 197Q: 3 clusters Score -1.541639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -15416388.000000 Penalty: 5750.019043
	Iteration 198F: 3 clusters Score -1.541639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 5580 members 
Mstep: Class 4 contains 164739 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119606 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35833 members 
Mstep: Class 12 contains 122857 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38955 members 
Mstep: Class 16 contains 107789 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35744 members 
Mstep: Class 19 contains 156307 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Mstep: Class 24 contains 102733 members 
Entering Unmasked Estep 
Score: -147143824.000000 Penalty: 82566.710938
Splitting cluster 3 changes total score from -147144256.000000 to -147143824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (164739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164739 members 
Entering Unmasked Estep 
Score: -23092250.000000 Penalty: 2979.005127
	Iteration 0F: 2 clusters Score -2.309225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
Score: -22987792.000000 Penalty: 5958.010254
	Iteration 0F: 3 clusters Score -2.298779e+07 nChanged 78795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -23033114.000000 Penalty: 5958.010254
	Iteration 1F: 3 clusters Score -2.303311e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76610 members 
Mstep: Class 2 contains 88129 members 
Entering Unmasked Estep 
Score: -23034386.000000 Penalty: 5958.010254
	Iteration 2Q: 3 clusters Score -2.303439e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73700 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -23036208.000000 Penalty: 5958.010254
	Iteration 3Q: 3 clusters Score -2.303621e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -23038662.000000 Penalty: 5958.010254
	Iteration 4Q: 3 clusters Score -2.303866e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 101102 members 
Entering Unmasked Estep 
Score: -23042238.000000 Penalty: 5958.010254
	Iteration 5Q: 3 clusters Score -2.304224e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 108858 members 
Entering Unmasked Estep 
Score: -23047802.000000 Penalty: 5958.010254
	Iteration 6F: 3 clusters Score -2.30478e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 118626 members 
Entering Unmasked Estep 
Score: -23055462.000000 Penalty: 5958.010254
	Iteration 7F: 3 clusters Score -2.305546e+07 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 129796 members 
Entering Unmasked Estep 
Score: -23065146.000000 Penalty: 5958.010254
	Iteration 8F: 3 clusters Score -2.306515e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 140385 members 
Entering Unmasked Estep 
Score: -23074700.000000 Penalty: 5958.010254
	Iteration 9F: 3 clusters Score -2.30747e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 148900 members 
Entering Unmasked Estep 
Score: -23081586.000000 Penalty: 5958.010254
	Iteration 10F: 3 clusters Score -2.308159e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 154570 members 
Entering Unmasked Estep 
Score: -23085394.000000 Penalty: 5958.010254
	Iteration 11Q: 3 clusters Score -2.308539e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 158015 members 
Entering Unmasked Estep 
Score: -23087468.000000 Penalty: 5958.010254
	Iteration 12Q: 3 clusters Score -2.308747e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 159859 members 
Entering Unmasked Estep 
Score: -23088492.000000 Penalty: 5958.010254
	Iteration 13Q: 3 clusters Score -2.308849e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 160831 members 
Entering Unmasked Estep 
Score: -23089016.000000 Penalty: 5958.010254
	Iteration 14Q: 3 clusters Score -2.308902e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 161396 members 
Entering Unmasked Estep 
Score: -23089358.000000 Penalty: 5958.010254
	Iteration 15Q: 3 clusters Score -2.308936e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 161804 members 
Entering Unmasked Estep 
Score: -23089546.000000 Penalty: 5958.010254
	Iteration 16Q: 3 clusters Score -2.308955e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 162089 members 
Entering Unmasked Estep 
Score: -23089678.000000 Penalty: 5958.010254
	Iteration 17Q: 3 clusters Score -2.308968e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 162302 members 
Entering Unmasked Estep 
Score: -23089746.000000 Penalty: 5958.010254
	Iteration 18Q: 3 clusters Score -2.308975e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 162456 members 
Entering Unmasked Estep 
Score: -23089842.000000 Penalty: 5958.010254
	Iteration 19Q: 3 clusters Score -2.308984e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 162577 members 
Entering Unmasked Estep 
Score: -23089898.000000 Penalty: 5958.010254
	Iteration 20F: 3 clusters Score -2.30899e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 162679 members 
Entering Unmasked Estep 
Score: -23089884.000000 Penalty: 5958.010254
	Iteration 21Q: 3 clusters Score -2.308988e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 162760 members 
Entering Unmasked Estep 
Score: -23089938.000000 Penalty: 5958.010254
	Iteration 22Q: 3 clusters Score -2.308994e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 162819 members 
Entering Unmasked Estep 
Score: -23089966.000000 Penalty: 5958.010254
	Iteration 23Q: 3 clusters Score -2.308997e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 162870 members 
Entering Unmasked Estep 
Score: -23089974.000000 Penalty: 5958.010254
	Iteration 24Q: 3 clusters Score -2.308997e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 162905 members 
Entering Unmasked Estep 
Score: -23090002.000000 Penalty: 5958.010254
	Iteration 25Q: 3 clusters Score -2.309e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 162931 members 
Entering Unmasked Estep 
Score: -23090032.000000 Penalty: 5958.010254
	Iteration 26Q: 3 clusters Score -2.309003e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 162951 members 
Entering Unmasked Estep 
Score: -23090046.000000 Penalty: 5958.010254
	Iteration 27Q: 3 clusters Score -2.309005e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 162974 members 
Entering Unmasked Estep 
Score: -23090048.000000 Penalty: 5958.010254
	Iteration 28Q: 3 clusters Score -2.309005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 162999 members 
Entering Unmasked Estep 
Score: -23090076.000000 Penalty: 5958.010254
	Iteration 29Q: 3 clusters Score -2.309008e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 163022 members 
Entering Unmasked Estep 
Score: -23090050.000000 Penalty: 5958.010254
	Iteration 30Q: 3 clusters Score -2.309005e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 163040 members 
Entering Unmasked Estep 
Score: -23090064.000000 Penalty: 5958.010254
	Iteration 31Q: 3 clusters Score -2.309006e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 163057 members 
Entering Unmasked Estep 
Score: -23090096.000000 Penalty: 5958.010254
	Iteration 32Q: 3 clusters Score -2.30901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 163067 members 
Entering Unmasked Estep 
Score: -23090098.000000 Penalty: 5958.010254
	Iteration 33Q: 3 clusters Score -2.30901e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 163085 members 
Entering Unmasked Estep 
Score: -23090114.000000 Penalty: 5958.010254
	Iteration 34Q: 3 clusters Score -2.309011e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 163100 members 
Entering Unmasked Estep 
Score: -23090118.000000 Penalty: 5958.010254
	Iteration 35Q: 3 clusters Score -2.309012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 163119 members 
Entering Unmasked Estep 
Score: -23090102.000000 Penalty: 5958.010254
	Iteration 36Q: 3 clusters Score -2.30901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 163139 members 
Entering Unmasked Estep 
Score: -23090114.000000 Penalty: 5958.010254
	Iteration 37Q: 3 clusters Score -2.309011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 163151 members 
Entering Unmasked Estep 
Score: -23090130.000000 Penalty: 5958.010254
	Iteration 38Q: 3 clusters Score -2.309013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 163154 members 
Entering Unmasked Estep 
Score: -23090126.000000 Penalty: 5958.010254
	Iteration 39Q: 3 clusters Score -2.309013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -23090132.000000 Penalty: 5958.010254
	Iteration 40F: 3 clusters Score -2.309013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 163162 members 
Entering Unmasked Estep 
Score: -23090158.000000 Penalty: 5958.010254
	Iteration 41Q: 3 clusters Score -2.309016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 163163 members 
Entering Unmasked Estep 
Score: -23090142.000000 Penalty: 5958.010254
	Iteration 42Q: 3 clusters Score -2.309014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 163165 members 
Entering Unmasked Estep 
Score: -23090146.000000 Penalty: 5958.010254
	Iteration 43Q: 3 clusters Score -2.309015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 163169 members 
Entering Unmasked Estep 
Score: -23090138.000000 Penalty: 5958.010254
	Iteration 44Q: 3 clusters Score -2.309014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 163170 members 
Entering Unmasked Estep 
Score: -23090138.000000 Penalty: 5958.010254
	Iteration 45Q: 3 clusters Score -2.309014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 163171 members 
Entering Unmasked Estep 
Score: -23090140.000000 Penalty: 5958.010254
	Iteration 46Q: 3 clusters Score -2.309014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 163172 members 
Entering Unmasked Estep 
Score: -23090140.000000 Penalty: 5958.010254
	Iteration 47Q: 3 clusters Score -2.309014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 163175 members 
Entering Unmasked Estep 
Score: -23090140.000000 Penalty: 5958.010254
	Iteration 48Q: 3 clusters Score -2.309014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -23090134.000000 Penalty: 5958.010254
	Iteration 49Q: 3 clusters Score -2.309013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 163175 members 
Entering Unmasked Estep 
Score: -23090150.000000 Penalty: 5958.010254
	Iteration 50Q: 3 clusters Score -2.309015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 163175 members 
Entering Unmasked Estep 
Score: -23090162.000000 Penalty: 5958.010254
	Iteration 51Q: 3 clusters Score -2.309016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -23090146.000000 Penalty: 5958.010254
	Iteration 52Q: 3 clusters Score -2.309015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 163173 members 
Entering Unmasked Estep 
Score: -23090150.000000 Penalty: 5958.010254
	Iteration 53Q: 3 clusters Score -2.309015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -23090160.000000 Penalty: 5958.010254
	Iteration 54Q: 3 clusters Score -2.309016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -23090160.000000 Penalty: 5958.010254
	Iteration 55F: 3 clusters Score -2.309016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Entering Unmasked Estep 
Score: -751695.812500 Penalty: 2129.135986
	Iteration 0F: 2 clusters Score -751695.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -746905.000000 Penalty: 4258.271973
	Iteration 0F: 3 clusters Score -746905 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -748037.187500 Penalty: 4258.271973
	Iteration 1F: 3 clusters Score -748037.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -748304.437500 Penalty: 4258.271973
	Iteration 2F: 3 clusters Score -748304.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -748678.812500 Penalty: 4258.271973
	Iteration 3F: 3 clusters Score -748678.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -748993.562500 Penalty: 4258.271973
	Iteration 4Q: 3 clusters Score -748993.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -749233.937500 Penalty: 4258.271973
	Iteration 5F: 3 clusters Score -749233.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -749480.500000 Penalty: 4258.271973
	Iteration 6F: 3 clusters Score -749480.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -749787.625000 Penalty: 4258.271973
	Iteration 7F: 3 clusters Score -749787.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -750092.062500 Penalty: 4258.271973
	Iteration 8F: 3 clusters Score -750092.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -750426.312500 Penalty: 4258.271973
	Iteration 9F: 3 clusters Score -750426.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -750816.562500 Penalty: 4258.271973
	Iteration 10F: 3 clusters Score -750816.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -751209.062500 Penalty: 4258.271973
	Iteration 11F: 3 clusters Score -751209.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -751537.312500 Penalty: 4258.271973
	Iteration 12Q: 3 clusters Score -751537.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -751722.062500 Penalty: 4258.271973
	Iteration 13Q: 3 clusters Score -751722.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -751815.375000 Penalty: 4258.271973
	Iteration 14Q: 3 clusters Score -751815.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -751856.187500 Penalty: 4258.271973
	Iteration 15Q: 3 clusters Score -751856.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -751872.812500 Penalty: 4258.271973
	Iteration 16Q: 3 clusters Score -751872.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -751876.375000 Penalty: 4258.271973
	Iteration 17Q: 3 clusters Score -751876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -751877.625000 Penalty: 4258.271973
	Iteration 18Q: 3 clusters Score -751877.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -751879.312500 Penalty: 4258.271973
	Iteration 19Q: 3 clusters Score -751879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -751880.500000 Penalty: 4258.271973
	Iteration 20F: 3 clusters Score -751880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -751882.062500 Penalty: 4258.271973
	Iteration 21Q: 3 clusters Score -751882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -751882.125000 Penalty: 4258.271973
	Iteration 22Q: 3 clusters Score -751882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -751883.562500 Penalty: 4258.271973
	Iteration 23Q: 3 clusters Score -751883.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -751883.562500 Penalty: 4258.271973
	Iteration 24Q: 3 clusters Score -751883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -751885.687500 Penalty: 4258.271973
	Iteration 25Q: 3 clusters Score -751885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -751886.000000 Penalty: 4258.271973
	Iteration 26Q: 3 clusters Score -751886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -751884.625000 Penalty: 4258.271973
	Iteration 27Q: 3 clusters Score -751884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -751885.437500 Penalty: 4258.271973
	Iteration 28Q: 3 clusters Score -751885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -751885.437500 Penalty: 4258.271973
	Iteration 29F: 3 clusters Score -751885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108313 members 
Mstep: Class 4 contains 164739 members 
Mstep: Class 5 contains 1007 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119606 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35833 members 
Mstep: Class 12 contains 122857 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38955 members 
Mstep: Class 16 contains 107789 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35744 members 
Mstep: Class 19 contains 156307 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Mstep: Class 24 contains 4345 members 
Entering Unmasked Estep 
Score: -147143296.000000 Penalty: 82566.710938
Splitting cluster 5 changes total score from -147144256.000000 to -147143296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (41181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Entering Unmasked Estep 
Score: -5884247.500000 Penalty: 2635.181641
	Iteration 0F: 2 clusters Score -5884248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5856266.500000 Penalty: 5270.363281
	Iteration 0F: 3 clusters Score -5856266 nChanged 18932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -5866730.500000 Penalty: 5270.363281
	Iteration 1F: 3 clusters Score -5866730 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -5867110.500000 Penalty: 5270.363281
	Iteration 2Q: 3 clusters Score -5867110 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -5867498.000000 Penalty: 5270.363281
	Iteration 3Q: 3 clusters Score -5867498 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -5867884.500000 Penalty: 5270.363281
	Iteration 4Q: 3 clusters Score -5867884 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -5868290.500000 Penalty: 5270.363281
	Iteration 5Q: 3 clusters Score -5868290 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -5868852.000000 Penalty: 5270.363281
	Iteration 6Q: 3 clusters Score -5868852 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -5869664.000000 Penalty: 5270.363281
	Iteration 7Q: 3 clusters Score -5869664 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -5871102.000000 Penalty: 5270.363281
	Iteration 8F: 3 clusters Score -5871102 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -5873200.500000 Penalty: 5270.363281
	Iteration 9F: 3 clusters Score -5873200 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -5875606.500000 Penalty: 5270.363281
	Iteration 10F: 3 clusters Score -5875606 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -5877833.000000 Penalty: 5270.363281
	Iteration 11F: 3 clusters Score -5877833 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -5879379.500000 Penalty: 5270.363281
	Iteration 12Q: 3 clusters Score -5879380 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5880332.500000 Penalty: 5270.363281
	Iteration 13Q: 3 clusters Score -5880332 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5880847.000000 Penalty: 5270.363281
	Iteration 14Q: 3 clusters Score -5880847 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5881147.000000 Penalty: 5270.363281
	Iteration 15Q: 3 clusters Score -5881147 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5881306.000000 Penalty: 5270.363281
	Iteration 16Q: 3 clusters Score -5881306 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5881417.000000 Penalty: 5270.363281
	Iteration 17Q: 3 clusters Score -5881417 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5881520.000000 Penalty: 5270.363281
	Iteration 18Q: 3 clusters Score -5881520 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5881589.500000 Penalty: 5270.363281
	Iteration 19Q: 3 clusters Score -5881590 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5881643.500000 Penalty: 5270.363281
	Iteration 20F: 3 clusters Score -5881644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5881700.500000 Penalty: 5270.363281
	Iteration 21Q: 3 clusters Score -5881700 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5881741.000000 Penalty: 5270.363281
	Iteration 22Q: 3 clusters Score -5881741 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5881790.500000 Penalty: 5270.363281
	Iteration 23Q: 3 clusters Score -5881790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5881839.500000 Penalty: 5270.363281
	Iteration 24Q: 3 clusters Score -5881840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5881872.000000 Penalty: 5270.363281
	Iteration 25Q: 3 clusters Score -5881872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5881894.000000 Penalty: 5270.363281
	Iteration 26Q: 3 clusters Score -5881894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5881901.500000 Penalty: 5270.363281
	Iteration 27Q: 3 clusters Score -5881902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5881914.500000 Penalty: 5270.363281
	Iteration 28Q: 3 clusters Score -5881914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5881937.500000 Penalty: 5270.363281
	Iteration 29Q: 3 clusters Score -5881938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5881943.500000 Penalty: 5270.363281
	Iteration 30Q: 3 clusters Score -5881944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5881952.000000 Penalty: 5270.363281
	Iteration 31Q: 3 clusters Score -5881952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5881957.000000 Penalty: 5270.363281
	Iteration 32Q: 3 clusters Score -5881957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5881955.000000 Penalty: 5270.363281
	Iteration 33Q: 3 clusters Score -5881955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5881957.500000 Penalty: 5270.363281
	Iteration 34Q: 3 clusters Score -5881958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5881959.000000 Penalty: 5270.363281
	Iteration 35Q: 3 clusters Score -5881959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5881960.000000 Penalty: 5270.363281
	Iteration 36Q: 3 clusters Score -5881960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5881961.500000 Penalty: 5270.363281
	Iteration 37Q: 3 clusters Score -5881962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5881968.500000 Penalty: 5270.363281
	Iteration 38Q: 3 clusters Score -5881968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5881967.000000 Penalty: 5270.363281
	Iteration 39Q: 3 clusters Score -5881967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5881967.000000 Penalty: 5270.363281
	Iteration 40F: 3 clusters Score -5881967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -326892.687500 Penalty: 1926.491333
	Iteration 0F: 2 clusters Score -326892.7 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 1229 members 
Entering Unmasked Estep 
Score: -324037.843750 Penalty: 3852.982666
	Iteration 0F: 3 clusters Score -324037.8 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -324539.031250 Penalty: 3852.982666
	Iteration 1F: 3 clusters Score -324539 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -324678.625000 Penalty: 3852.982666
	Iteration 2F: 3 clusters Score -324678.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -324763.031250 Penalty: 3852.982666
	Iteration 3Q: 3 clusters Score -324763 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -324852.093750 Penalty: 3852.982666
	Iteration 4Q: 3 clusters Score -324852.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -324955.968750 Penalty: 3852.982666
	Iteration 5Q: 3 clusters Score -324956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -325123.562500 Penalty: 3852.982666
	Iteration 6Q: 3 clusters Score -325123.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -325398.531250 Penalty: 3852.982666
	Iteration 7Q: 3 clusters Score -325398.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -325682.468750 Penalty: 3852.982666
	Iteration 8F: 3 clusters Score -325682.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -325934.250000 Penalty: 3852.982666
	Iteration 9F: 3 clusters Score -325934.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -326095.312500 Penalty: 3852.982666
	Iteration 10F: 3 clusters Score -326095.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -326186.250000 Penalty: 3852.982666
	Iteration 11Q: 3 clusters Score -326186.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -326250.562500 Penalty: 3852.982666
	Iteration 12Q: 3 clusters Score -326250.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -326281.937500 Penalty: 3852.982666
	Iteration 13Q: 3 clusters Score -326281.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -326309.656250 Penalty: 3852.982666
	Iteration 14Q: 3 clusters Score -326309.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -326330.968750 Penalty: 3852.982666
	Iteration 15Q: 3 clusters Score -326331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -326339.656250 Penalty: 3852.982666
	Iteration 16Q: 3 clusters Score -326339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -326343.812500 Penalty: 3852.982666
	Iteration 17Q: 3 clusters Score -326343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -326345.156250 Penalty: 3852.982666
	Iteration 18Q: 3 clusters Score -326345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -326345.250000 Penalty: 3852.982666
	Iteration 19Q: 3 clusters Score -326345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -326346.156250 Penalty: 3852.982666
	Iteration 20F: 3 clusters Score -326346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (119606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119606 members 
Entering Unmasked Estep 
Score: -17044972.000000 Penalty: 2899.605713
	Iteration 0F: 2 clusters Score -1.704497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -16965910.000000 Penalty: 5799.211426
	Iteration 0F: 3 clusters Score -1.696591e+07 nChanged 56542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -16998108.000000 Penalty: 5799.211426
	Iteration 1F: 3 clusters Score -1.699811e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -16998822.000000 Penalty: 5799.211426
	Iteration 2Q: 3 clusters Score -1.699882e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -16999716.000000 Penalty: 5799.211426
	Iteration 3Q: 3 clusters Score -1.699972e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -17001058.000000 Penalty: 5799.211426
	Iteration 4Q: 3 clusters Score -1.700106e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -17003036.000000 Penalty: 5799.211426
	Iteration 5Q: 3 clusters Score -1.700304e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -17006654.000000 Penalty: 5799.211426
	Iteration 6F: 3 clusters Score -1.700665e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -17012962.000000 Penalty: 5799.211426
	Iteration 7F: 3 clusters Score -1.701296e+07 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 97830 members 
Entering Unmasked Estep 
Score: -17022064.000000 Penalty: 5799.211426
	Iteration 8F: 3 clusters Score -1.702206e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 107790 members 
Entering Unmasked Estep 
Score: -17031526.000000 Penalty: 5799.211426
	Iteration 9F: 3 clusters Score -1.703153e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 114320 members 
Entering Unmasked Estep 
Score: -17037748.000000 Penalty: 5799.211426
	Iteration 10F: 3 clusters Score -1.703775e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 117278 members 
Entering Unmasked Estep 
Score: -17040692.000000 Penalty: 5799.211426
	Iteration 11Q: 3 clusters Score -1.704069e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 118302 members 
Entering Unmasked Estep 
Score: -17041788.000000 Penalty: 5799.211426
	Iteration 12Q: 3 clusters Score -1.704179e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 118664 members 
Entering Unmasked Estep 
Score: -17042192.000000 Penalty: 5799.211426
	Iteration 13Q: 3 clusters Score -1.704219e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 118795 members 
Entering Unmasked Estep 
Score: -17042406.000000 Penalty: 5799.211426
	Iteration 14Q: 3 clusters Score -1.704241e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -17042488.000000 Penalty: 5799.211426
	Iteration 15Q: 3 clusters Score -1.704249e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 118870 members 
Entering Unmasked Estep 
Score: -17042520.000000 Penalty: 5799.211426
	Iteration 16Q: 3 clusters Score -1.704252e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 118888 members 
Entering Unmasked Estep 
Score: -17042574.000000 Penalty: 5799.211426
	Iteration 17Q: 3 clusters Score -1.704257e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 118897 members 
Entering Unmasked Estep 
Score: -17042564.000000 Penalty: 5799.211426
	Iteration 18Q: 3 clusters Score -1.704256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 118905 members 
Entering Unmasked Estep 
Score: -17042590.000000 Penalty: 5799.211426
	Iteration 19Q: 3 clusters Score -1.704259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 118913 members 
Entering Unmasked Estep 
Score: -17042574.000000 Penalty: 5799.211426
	Iteration 20F: 3 clusters Score -1.704257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 118918 members 
Entering Unmasked Estep 
Score: -17042578.000000 Penalty: 5799.211426
	Iteration 21Q: 3 clusters Score -1.704258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 118921 members 
Entering Unmasked Estep 
Score: -17042592.000000 Penalty: 5799.211426
	Iteration 22Q: 3 clusters Score -1.704259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 118924 members 
Entering Unmasked Estep 
Score: -17042594.000000 Penalty: 5799.211426
	Iteration 23Q: 3 clusters Score -1.704259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 118928 members 
Entering Unmasked Estep 
Score: -17042594.000000 Penalty: 5799.211426
	Iteration 24Q: 3 clusters Score -1.704259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 118937 members 
Entering Unmasked Estep 
Score: -17042602.000000 Penalty: 5799.211426
	Iteration 25Q: 3 clusters Score -1.70426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 118938 members 
Entering Unmasked Estep 
Score: -17042610.000000 Penalty: 5799.211426
	Iteration 26Q: 3 clusters Score -1.704261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 118938 members 
Entering Unmasked Estep 
Score: -17042598.000000 Penalty: 5799.211426
	Iteration 27Q: 3 clusters Score -1.70426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 118936 members 
Entering Unmasked Estep 
Score: -17042598.000000 Penalty: 5799.211426
	Iteration 28Q: 3 clusters Score -1.70426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -17042600.000000 Penalty: 5799.211426
	Iteration 29Q: 3 clusters Score -1.70426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -17042598.000000 Penalty: 5799.211426
	Iteration 30Q: 3 clusters Score -1.70426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -17042598.000000 Penalty: 5799.211426
	Iteration 31Q: 3 clusters Score -1.70426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -17042608.000000 Penalty: 5799.211426
	Iteration 32Q: 3 clusters Score -1.704261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -17042612.000000 Penalty: 5799.211426
	Iteration 33Q: 3 clusters Score -1.704261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 118935 members 
Entering Unmasked Estep 
Score: -17042608.000000 Penalty: 5799.211426
	Iteration 34Q: 3 clusters Score -1.704261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 118934 members 
Entering Unmasked Estep 
Score: -17042618.000000 Penalty: 5799.211426
	Iteration 35Q: 3 clusters Score -1.704262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 118934 members 
Entering Unmasked Estep 
Score: -17042618.000000 Penalty: 5799.211426
	Iteration 36Q: 3 clusters Score -1.704262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 118936 members 
Entering Unmasked Estep 
Score: -17042616.000000 Penalty: 5799.211426
	Iteration 37Q: 3 clusters Score -1.704262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 118936 members 
Entering Unmasked Estep 
Score: -17042616.000000 Penalty: 5799.211426
	Iteration 38F: 3 clusters Score -1.704262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -74522.226562 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -74522.23 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 286 members 
Entering Unmasked Estep 
Score: -72959.992188 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -72959.99 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73216.945312 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -73216.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73331.773438 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -73331.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73408.335938 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -73408.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73504.437500 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -73504.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73547.523438 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -73547.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -73578.281250 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -73578.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -73603.843750 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -73603.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73630.875000 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -73630.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73641.953125 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -73641.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73648.531250 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -73648.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -73659.773438 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -73659.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73679.335938 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -73679.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -73693.179688 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -73693.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73704.054688 Penalty: 3169.559326
	Iteration 14Q: 3 clusters Score -73704.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73705.445312 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -73705.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73705.445312 Penalty: 3169.559326
	Iteration 16F: 3 clusters Score -73705.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -154975.250000 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -154975.2 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 534 members 
Entering Unmasked Estep 
Score: -153007.734375 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -153007.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153284.203125 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -153284.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -153382.656250 Penalty: 3479.347900
	Iteration 2F: 3 clusters Score -153382.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -153457.500000 Penalty: 3479.347900
	Iteration 3Q: 3 clusters Score -153457.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -153519.015625 Penalty: 3479.347900
	Iteration 4Q: 3 clusters Score -153519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -153554.531250 Penalty: 3479.347900
	Iteration 5Q: 3 clusters Score -153554.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -153583.593750 Penalty: 3479.347900
	Iteration 6Q: 3 clusters Score -153583.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -153620.718750 Penalty: 3479.347900
	Iteration 7Q: 3 clusters Score -153620.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -153640.265625 Penalty: 3479.347900
	Iteration 8Q: 3 clusters Score -153640.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -153660.656250 Penalty: 3479.347900
	Iteration 9Q: 3 clusters Score -153660.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -153679.734375 Penalty: 3479.347900
	Iteration 10Q: 3 clusters Score -153679.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -153695.843750 Penalty: 3479.347900
	Iteration 11Q: 3 clusters Score -153695.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -153713.296875 Penalty: 3479.347900
	Iteration 12Q: 3 clusters Score -153713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -153726.937500 Penalty: 3479.347900
	Iteration 13Q: 3 clusters Score -153726.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -153737.421875 Penalty: 3479.347900
	Iteration 14Q: 3 clusters Score -153737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -153743.203125 Penalty: 3479.347900
	Iteration 15Q: 3 clusters Score -153743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -153748.125000 Penalty: 3479.347900
	Iteration 16Q: 3 clusters Score -153748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -153749.265625 Penalty: 3479.347900
	Iteration 17Q: 3 clusters Score -153749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -153750.093750 Penalty: 3479.347900
	Iteration 18Q: 3 clusters Score -153750.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -153751.546875 Penalty: 3479.347900
	Iteration 19Q: 3 clusters Score -153751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -153753.421875 Penalty: 3479.347900
	Iteration 20F: 3 clusters Score -153753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Entering Unmasked Estep 
Score: -5123170.500000 Penalty: 2600.682861
	Iteration 0F: 2 clusters Score -5123170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5098612.000000 Penalty: 5201.365723
	Iteration 0F: 3 clusters Score -5098612 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -5107750.500000 Penalty: 5201.365723
	Iteration 1F: 3 clusters Score -5107750 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -5108334.000000 Penalty: 5201.365723
	Iteration 2Q: 3 clusters Score -5108334 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -5108896.500000 Penalty: 5201.365723
	Iteration 3Q: 3 clusters Score -5108896 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -5109530.500000 Penalty: 5201.365723
	Iteration 4Q: 3 clusters Score -5109530 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -5110291.500000 Penalty: 5201.365723
	Iteration 5Q: 3 clusters Score -5110292 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -5111383.500000 Penalty: 5201.365723
	Iteration 6F: 3 clusters Score -5111384 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -5112974.000000 Penalty: 5201.365723
	Iteration 7F: 3 clusters Score -5112974 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -5114891.000000 Penalty: 5201.365723
	Iteration 8F: 3 clusters Score -5114891 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -5116829.000000 Penalty: 5201.365723
	Iteration 9F: 3 clusters Score -5116829 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -5118300.500000 Penalty: 5201.365723
	Iteration 10Q: 3 clusters Score -5118300 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5119268.000000 Penalty: 5201.365723
	Iteration 11Q: 3 clusters Score -5119268 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5119866.500000 Penalty: 5201.365723
	Iteration 12Q: 3 clusters Score -5119866 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5120264.500000 Penalty: 5201.365723
	Iteration 13Q: 3 clusters Score -5120264 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5120518.500000 Penalty: 5201.365723
	Iteration 14Q: 3 clusters Score -5120518 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5120685.500000 Penalty: 5201.365723
	Iteration 15Q: 3 clusters Score -5120686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5120791.000000 Penalty: 5201.365723
	Iteration 16Q: 3 clusters Score -5120791 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5120882.500000 Penalty: 5201.365723
	Iteration 17Q: 3 clusters Score -5120882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5120929.000000 Penalty: 5201.365723
	Iteration 18Q: 3 clusters Score -5120929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5120956.500000 Penalty: 5201.365723
	Iteration 19Q: 3 clusters Score -5120956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5120986.000000 Penalty: 5201.365723
	Iteration 20F: 3 clusters Score -5120986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5121006.500000 Penalty: 5201.365723
	Iteration 21Q: 3 clusters Score -5121006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5121021.500000 Penalty: 5201.365723
	Iteration 22Q: 3 clusters Score -5121022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5121029.500000 Penalty: 5201.365723
	Iteration 23Q: 3 clusters Score -5121030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5121033.000000 Penalty: 5201.365723
	Iteration 24Q: 3 clusters Score -5121033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5121028.500000 Penalty: 5201.365723
	Iteration 25Q: 3 clusters Score -5121028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5121029.500000 Penalty: 5201.365723
	Iteration 26Q: 3 clusters Score -5121030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5121040.500000 Penalty: 5201.365723
	Iteration 27Q: 3 clusters Score -5121040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5121040.000000 Penalty: 5201.365723
	Iteration 28Q: 3 clusters Score -5121040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5121049.000000 Penalty: 5201.365723
	Iteration 29Q: 3 clusters Score -5121049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5121057.500000 Penalty: 5201.365723
	Iteration 30Q: 3 clusters Score -5121058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5121058.000000 Penalty: 5201.365723
	Iteration 31Q: 3 clusters Score -5121058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5121057.500000 Penalty: 5201.365723
	Iteration 32Q: 3 clusters Score -5121058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5121057.500000 Penalty: 5201.365723
	Iteration 33F: 3 clusters Score -5121058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (122857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122857 members 
Entering Unmasked Estep 
Score: -17437776.000000 Penalty: 2906.256592
	Iteration 0F: 2 clusters Score -1.743778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61468 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -17357266.000000 Penalty: 5812.513184
	Iteration 0F: 3 clusters Score -1.735727e+07 nChanged 58358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -17390578.000000 Penalty: 5812.513184
	Iteration 1F: 3 clusters Score -1.739058e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -17391256.000000 Penalty: 5812.513184
	Iteration 2Q: 3 clusters Score -1.739126e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -17391812.000000 Penalty: 5812.513184
	Iteration 3Q: 3 clusters Score -1.739181e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -17392556.000000 Penalty: 5812.513184
	Iteration 4Q: 3 clusters Score -1.739256e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -17393328.000000 Penalty: 5812.513184
	Iteration 5Q: 3 clusters Score -1.739333e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -17394188.000000 Penalty: 5812.513184
	Iteration 6Q: 3 clusters Score -1.739419e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -17395220.000000 Penalty: 5812.513184
	Iteration 7Q: 3 clusters Score -1.739522e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -17396652.000000 Penalty: 5812.513184
	Iteration 8Q: 3 clusters Score -1.739665e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -17398842.000000 Penalty: 5812.513184
	Iteration 9Q: 3 clusters Score -1.739884e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -17401800.000000 Penalty: 5812.513184
	Iteration 10Q: 3 clusters Score -1.74018e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -17406308.000000 Penalty: 5812.513184
	Iteration 11F: 3 clusters Score -1.740631e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -17411946.000000 Penalty: 5812.513184
	Iteration 12F: 3 clusters Score -1.741195e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97523 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -17417886.000000 Penalty: 5812.513184
	Iteration 13F: 3 clusters Score -1.741789e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104058 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -17422950.000000 Penalty: 5812.513184
	Iteration 14F: 3 clusters Score -1.742295e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109325 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -17426764.000000 Penalty: 5812.513184
	Iteration 15Q: 3 clusters Score -1.742676e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113533 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -17429676.000000 Penalty: 5812.513184
	Iteration 16Q: 3 clusters Score -1.742968e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116529 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -17431660.000000 Penalty: 5812.513184
	Iteration 17Q: 3 clusters Score -1.743166e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118611 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -17433074.000000 Penalty: 5812.513184
	Iteration 18Q: 3 clusters Score -1.743307e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119972 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -17434036.000000 Penalty: 5812.513184
	Iteration 19Q: 3 clusters Score -1.743404e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120799 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -17434568.000000 Penalty: 5812.513184
	Iteration 20F: 3 clusters Score -1.743457e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121301 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -17434886.000000 Penalty: 5812.513184
	Iteration 21Q: 3 clusters Score -1.743489e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121582 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -17435124.000000 Penalty: 5812.513184
	Iteration 22Q: 3 clusters Score -1.743512e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121742 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -17435242.000000 Penalty: 5812.513184
	Iteration 23Q: 3 clusters Score -1.743524e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121852 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -17435332.000000 Penalty: 5812.513184
	Iteration 24Q: 3 clusters Score -1.743533e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121917 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -17435384.000000 Penalty: 5812.513184
	Iteration 25Q: 3 clusters Score -1.743538e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121963 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -17435420.000000 Penalty: 5812.513184
	Iteration 26Q: 3 clusters Score -1.743542e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122002 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -17435456.000000 Penalty: 5812.513184
	Iteration 27Q: 3 clusters Score -1.743546e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122037 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -17435478.000000 Penalty: 5812.513184
	Iteration 28Q: 3 clusters Score -1.743548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122054 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -17435506.000000 Penalty: 5812.513184
	Iteration 29Q: 3 clusters Score -1.743551e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122072 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -17435516.000000 Penalty: 5812.513184
	Iteration 30Q: 3 clusters Score -1.743552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122082 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -17435516.000000 Penalty: 5812.513184
	Iteration 31Q: 3 clusters Score -1.743552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122091 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -17435516.000000 Penalty: 5812.513184
	Iteration 32Q: 3 clusters Score -1.743552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122099 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -17435522.000000 Penalty: 5812.513184
	Iteration 33Q: 3 clusters Score -1.743552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122108 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -17435528.000000 Penalty: 5812.513184
	Iteration 34Q: 3 clusters Score -1.743553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122114 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -17435526.000000 Penalty: 5812.513184
	Iteration 35Q: 3 clusters Score -1.743553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122117 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -17435544.000000 Penalty: 5812.513184
	Iteration 36Q: 3 clusters Score -1.743554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122120 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -17435536.000000 Penalty: 5812.513184
	Iteration 37Q: 3 clusters Score -1.743554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122125 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -17435522.000000 Penalty: 5812.513184
	Iteration 38Q: 3 clusters Score -1.743552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122126 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -17435522.000000 Penalty: 5812.513184
	Iteration 39Q: 3 clusters Score -1.743552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122130 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -17435528.000000 Penalty: 5812.513184
	Iteration 40F: 3 clusters Score -1.743553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122133 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -17435520.000000 Penalty: 5812.513184
	Iteration 41Q: 3 clusters Score -1.743552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122136 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17435514.000000 Penalty: 5812.513184
	Iteration 42Q: 3 clusters Score -1.743551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122138 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -17435524.000000 Penalty: 5812.513184
	Iteration 43Q: 3 clusters Score -1.743552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122142 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -17435528.000000 Penalty: 5812.513184
	Iteration 44Q: 3 clusters Score -1.743553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122145 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -17435536.000000 Penalty: 5812.513184
	Iteration 45Q: 3 clusters Score -1.743554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122149 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -17435538.000000 Penalty: 5812.513184
	Iteration 46Q: 3 clusters Score -1.743554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122153 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -17435540.000000 Penalty: 5812.513184
	Iteration 47Q: 3 clusters Score -1.743554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122154 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -17435548.000000 Penalty: 5812.513184
	Iteration 48Q: 3 clusters Score -1.743555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122156 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -17435542.000000 Penalty: 5812.513184
	Iteration 49Q: 3 clusters Score -1.743554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122162 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -17435546.000000 Penalty: 5812.513184
	Iteration 50Q: 3 clusters Score -1.743555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122163 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -17435544.000000 Penalty: 5812.513184
	Iteration 51Q: 3 clusters Score -1.743554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122164 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -17435544.000000 Penalty: 5812.513184
	Iteration 52Q: 3 clusters Score -1.743554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122164 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -17435544.000000 Penalty: 5812.513184
	Iteration 53F: 3 clusters Score -1.743554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Entering Unmasked Estep 
Score: -3736250.000000 Penalty: 2523.400635
	Iteration 0F: 2 clusters Score -3736250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3718270.500000 Penalty: 5046.801270
	Iteration 0F: 3 clusters Score -3718270 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3724648.000000 Penalty: 5046.801270
	Iteration 1F: 3 clusters Score -3724648 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3725123.250000 Penalty: 5046.801270
	Iteration 2Q: 3 clusters Score -3725123 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3725579.750000 Penalty: 5046.801270
	Iteration 3Q: 3 clusters Score -3725580 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3726041.500000 Penalty: 5046.801270
	Iteration 4Q: 3 clusters Score -3726042 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3726604.250000 Penalty: 5046.801270
	Iteration 5Q: 3 clusters Score -3726604 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -3727214.500000 Penalty: 5046.801270
	Iteration 6Q: 3 clusters Score -3727214 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3727987.500000 Penalty: 5046.801270
	Iteration 7F: 3 clusters Score -3727988 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3728956.250000 Penalty: 5046.801270
	Iteration 8F: 3 clusters Score -3728956 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3730085.000000 Penalty: 5046.801270
	Iteration 9F: 3 clusters Score -3730085 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3731294.750000 Penalty: 5046.801270
	Iteration 10F: 3 clusters Score -3731295 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3732406.000000 Penalty: 5046.801270
	Iteration 11Q: 3 clusters Score -3732406 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3733124.500000 Penalty: 5046.801270
	Iteration 12Q: 3 clusters Score -3733124 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3733545.000000 Penalty: 5046.801270
	Iteration 13Q: 3 clusters Score -3733545 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3733764.250000 Penalty: 5046.801270
	Iteration 14Q: 3 clusters Score -3733764 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3733868.750000 Penalty: 5046.801270
	Iteration 15Q: 3 clusters Score -3733869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3733943.500000 Penalty: 5046.801270
	Iteration 16Q: 3 clusters Score -3733944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3733982.000000 Penalty: 5046.801270
	Iteration 17Q: 3 clusters Score -3733982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3733996.000000 Penalty: 5046.801270
	Iteration 18Q: 3 clusters Score -3733996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3734020.500000 Penalty: 5046.801270
	Iteration 19Q: 3 clusters Score -3734020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3734032.750000 Penalty: 5046.801270
	Iteration 20F: 3 clusters Score -3734033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3734042.500000 Penalty: 5046.801270
	Iteration 21Q: 3 clusters Score -3734042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3734049.500000 Penalty: 5046.801270
	Iteration 22Q: 3 clusters Score -3734050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3734055.750000 Penalty: 5046.801270
	Iteration 23Q: 3 clusters Score -3734056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3734053.000000 Penalty: 5046.801270
	Iteration 24Q: 3 clusters Score -3734053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3734053.000000 Penalty: 5046.801270
	Iteration 25F: 3 clusters Score -3734053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -27915.228516 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -27915.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26709.970703 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -26709.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26808.537109 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -26808.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26836.681641 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -26836.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26845.880859 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -26845.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26845.880859 Penalty: 2710.060547
	Iteration 4F: 3 clusters Score -26845.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Entering Unmasked Estep 
Score: -5567904.000000 Penalty: 2621.400391
	Iteration 0F: 2 clusters Score -5567904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -5541703.000000 Penalty: 5242.800781
	Iteration 0F: 3 clusters Score -5541703 nChanged 17705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -5551640.500000 Penalty: 5242.800781
	Iteration 1F: 3 clusters Score -5551640 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -5552384.000000 Penalty: 5242.800781
	Iteration 2Q: 3 clusters Score -5552384 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -5553149.500000 Penalty: 5242.800781
	Iteration 3Q: 3 clusters Score -5553150 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -5553980.000000 Penalty: 5242.800781
	Iteration 4Q: 3 clusters Score -5553980 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -5554908.500000 Penalty: 5242.800781
	Iteration 5Q: 3 clusters Score -5554908 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -5556057.000000 Penalty: 5242.800781
	Iteration 6F: 3 clusters Score -5556057 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -5557537.500000 Penalty: 5242.800781
	Iteration 7F: 3 clusters Score -5557538 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -5559132.500000 Penalty: 5242.800781
	Iteration 8F: 3 clusters Score -5559132 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -5560327.500000 Penalty: 5242.800781
	Iteration 9F: 3 clusters Score -5560328 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5560891.500000 Penalty: 5242.800781
	Iteration 10Q: 3 clusters Score -5560892 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -5561172.000000 Penalty: 5242.800781
	Iteration 11Q: 3 clusters Score -5561172 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -5561325.000000 Penalty: 5242.800781
	Iteration 12Q: 3 clusters Score -5561325 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5561450.500000 Penalty: 5242.800781
	Iteration 13Q: 3 clusters Score -5561450 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -5561557.000000 Penalty: 5242.800781
	Iteration 14Q: 3 clusters Score -5561557 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -5561647.500000 Penalty: 5242.800781
	Iteration 15Q: 3 clusters Score -5561648 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -5561773.000000 Penalty: 5242.800781
	Iteration 16Q: 3 clusters Score -5561773 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -5561839.000000 Penalty: 5242.800781
	Iteration 17Q: 3 clusters Score -5561839 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -5561937.500000 Penalty: 5242.800781
	Iteration 18Q: 3 clusters Score -5561938 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -5562022.000000 Penalty: 5242.800781
	Iteration 19Q: 3 clusters Score -5562022 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -5562112.500000 Penalty: 5242.800781
	Iteration 20F: 3 clusters Score -5562112 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -5562201.500000 Penalty: 5242.800781
	Iteration 21Q: 3 clusters Score -5562202 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -5562329.000000 Penalty: 5242.800781
	Iteration 22Q: 3 clusters Score -5562329 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -5562450.000000 Penalty: 5242.800781
	Iteration 23Q: 3 clusters Score -5562450 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -5562568.000000 Penalty: 5242.800781
	Iteration 24Q: 3 clusters Score -5562568 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -5562624.500000 Penalty: 5242.800781
	Iteration 25Q: 3 clusters Score -5562624 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -5562741.000000 Penalty: 5242.800781
	Iteration 26Q: 3 clusters Score -5562741 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -5562804.500000 Penalty: 5242.800781
	Iteration 27Q: 3 clusters Score -5562804 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -5562887.500000 Penalty: 5242.800781
	Iteration 28Q: 3 clusters Score -5562888 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -5562936.000000 Penalty: 5242.800781
	Iteration 29Q: 3 clusters Score -5562936 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -5563020.000000 Penalty: 5242.800781
	Iteration 30Q: 3 clusters Score -5563020 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -5563076.500000 Penalty: 5242.800781
	Iteration 31Q: 3 clusters Score -5563076 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -5563127.500000 Penalty: 5242.800781
	Iteration 32Q: 3 clusters Score -5563128 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -5563186.500000 Penalty: 5242.800781
	Iteration 33Q: 3 clusters Score -5563186 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -5563250.000000 Penalty: 5242.800781
	Iteration 34Q: 3 clusters Score -5563250 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -5563335.000000 Penalty: 5242.800781
	Iteration 35Q: 3 clusters Score -5563335 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -5563404.500000 Penalty: 5242.800781
	Iteration 36Q: 3 clusters Score -5563404 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -5563451.500000 Penalty: 5242.800781
	Iteration 37Q: 3 clusters Score -5563452 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -5563489.000000 Penalty: 5242.800781
	Iteration 38Q: 3 clusters Score -5563489 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -5563540.500000 Penalty: 5242.800781
	Iteration 39Q: 3 clusters Score -5563540 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -5563620.500000 Penalty: 5242.800781
	Iteration 40F: 3 clusters Score -5563620 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -5563674.500000 Penalty: 5242.800781
	Iteration 41Q: 3 clusters Score -5563674 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -5563742.000000 Penalty: 5242.800781
	Iteration 42Q: 3 clusters Score -5563742 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -5563779.500000 Penalty: 5242.800781
	Iteration 43Q: 3 clusters Score -5563780 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -5563866.000000 Penalty: 5242.800781
	Iteration 44Q: 3 clusters Score -5563866 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -5563931.000000 Penalty: 5242.800781
	Iteration 45Q: 3 clusters Score -5563931 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -5563996.000000 Penalty: 5242.800781
	Iteration 46Q: 3 clusters Score -5563996 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -5564054.000000 Penalty: 5242.800781
	Iteration 47Q: 3 clusters Score -5564054 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -5564109.500000 Penalty: 5242.800781
	Iteration 48Q: 3 clusters Score -5564110 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -5564195.500000 Penalty: 5242.800781
	Iteration 49Q: 3 clusters Score -5564196 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -5564265.000000 Penalty: 5242.800781
	Iteration 50Q: 3 clusters Score -5564265 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -5564329.500000 Penalty: 5242.800781
	Iteration 51Q: 3 clusters Score -5564330 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -5564417.000000 Penalty: 5242.800781
	Iteration 52Q: 3 clusters Score -5564417 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -5564489.000000 Penalty: 5242.800781
	Iteration 53Q: 3 clusters Score -5564489 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -5564543.000000 Penalty: 5242.800781
	Iteration 54Q: 3 clusters Score -5564543 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -5564614.000000 Penalty: 5242.800781
	Iteration 55Q: 3 clusters Score -5564614 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -5564673.500000 Penalty: 5242.800781
	Iteration 56Q: 3 clusters Score -5564674 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -5564767.000000 Penalty: 5242.800781
	Iteration 57Q: 3 clusters Score -5564767 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -5564810.500000 Penalty: 5242.800781
	Iteration 58Q: 3 clusters Score -5564810 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -5564872.500000 Penalty: 5242.800781
	Iteration 59Q: 3 clusters Score -5564872 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -5564911.000000 Penalty: 5242.800781
	Iteration 60F: 3 clusters Score -5564911 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -5564947.000000 Penalty: 5242.800781
	Iteration 61Q: 3 clusters Score -5564947 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -5564990.500000 Penalty: 5242.800781
	Iteration 62Q: 3 clusters Score -5564990 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -5565035.500000 Penalty: 5242.800781
	Iteration 63Q: 3 clusters Score -5565036 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -5565094.500000 Penalty: 5242.800781
	Iteration 64Q: 3 clusters Score -5565094 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -5565127.500000 Penalty: 5242.800781
	Iteration 65Q: 3 clusters Score -5565128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -5565160.500000 Penalty: 5242.800781
	Iteration 66Q: 3 clusters Score -5565160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -5565185.500000 Penalty: 5242.800781
	Iteration 67Q: 3 clusters Score -5565186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -5565207.500000 Penalty: 5242.800781
	Iteration 68Q: 3 clusters Score -5565208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5565219.000000 Penalty: 5242.800781
	Iteration 69Q: 3 clusters Score -5565219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -5565232.000000 Penalty: 5242.800781
	Iteration 70Q: 3 clusters Score -5565232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -5565253.500000 Penalty: 5242.800781
	Iteration 71Q: 3 clusters Score -5565254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -5565268.000000 Penalty: 5242.800781
	Iteration 72Q: 3 clusters Score -5565268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5565291.500000 Penalty: 5242.800781
	Iteration 73Q: 3 clusters Score -5565292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -5565318.500000 Penalty: 5242.800781
	Iteration 74Q: 3 clusters Score -5565318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -5565337.000000 Penalty: 5242.800781
	Iteration 75Q: 3 clusters Score -5565337 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -5565356.000000 Penalty: 5242.800781
	Iteration 76Q: 3 clusters Score -5565356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -5565357.000000 Penalty: 5242.800781
	Iteration 77Q: 3 clusters Score -5565357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -5565367.000000 Penalty: 5242.800781
	Iteration 78Q: 3 clusters Score -5565367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -5565361.000000 Penalty: 5242.800781
	Iteration 79Q: 3 clusters Score -5565361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -5565362.500000 Penalty: 5242.800781
	Iteration 80F: 3 clusters Score -5565362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -5565369.000000 Penalty: 5242.800781
	Iteration 81Q: 3 clusters Score -5565369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -5565376.500000 Penalty: 5242.800781
	Iteration 82Q: 3 clusters Score -5565376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -5565382.000000 Penalty: 5242.800781
	Iteration 83Q: 3 clusters Score -5565382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -5565396.500000 Penalty: 5242.800781
	Iteration 84Q: 3 clusters Score -5565396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5565405.000000 Penalty: 5242.800781
	Iteration 85Q: 3 clusters Score -5565405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -5565410.000000 Penalty: 5242.800781
	Iteration 86Q: 3 clusters Score -5565410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -5565425.000000 Penalty: 5242.800781
	Iteration 87Q: 3 clusters Score -5565425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -5565437.500000 Penalty: 5242.800781
	Iteration 88Q: 3 clusters Score -5565438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -5565436.000000 Penalty: 5242.800781
	Iteration 89Q: 3 clusters Score -5565436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -5565437.000000 Penalty: 5242.800781
	Iteration 90Q: 3 clusters Score -5565437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5565452.500000 Penalty: 5242.800781
	Iteration 91Q: 3 clusters Score -5565452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -5565452.500000 Penalty: 5242.800781
	Iteration 92Q: 3 clusters Score -5565452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -5565470.000000 Penalty: 5242.800781
	Iteration 93Q: 3 clusters Score -5565470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -5565476.000000 Penalty: 5242.800781
	Iteration 94Q: 3 clusters Score -5565476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -5565477.500000 Penalty: 5242.800781
	Iteration 95Q: 3 clusters Score -5565478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -5565478.500000 Penalty: 5242.800781
	Iteration 96Q: 3 clusters Score -5565478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -5565476.500000 Penalty: 5242.800781
	Iteration 97Q: 3 clusters Score -5565476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -5565481.500000 Penalty: 5242.800781
	Iteration 98Q: 3 clusters Score -5565482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -5565493.000000 Penalty: 5242.800781
	Iteration 99Q: 3 clusters Score -5565493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -5565491.000000 Penalty: 5242.800781
	Iteration 100F: 3 clusters Score -5565491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -5565493.000000 Penalty: 5242.800781
	Iteration 101Q: 3 clusters Score -5565493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -5565502.500000 Penalty: 5242.800781
	Iteration 102Q: 3 clusters Score -5565502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -5565503.000000 Penalty: 5242.800781
	Iteration 103Q: 3 clusters Score -5565503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -5565505.500000 Penalty: 5242.800781
	Iteration 104Q: 3 clusters Score -5565506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -5565505.500000 Penalty: 5242.800781
	Iteration 105F: 3 clusters Score -5565506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Entering Unmasked Estep 
Score: -15303727.000000 Penalty: 2873.806885
	Iteration 0F: 2 clusters Score -1.530373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -15232153.000000 Penalty: 5747.613770
	Iteration 0F: 3 clusters Score -1.523215e+07 nChanged 51179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -15260853.000000 Penalty: 5747.613770
	Iteration 1F: 3 clusters Score -1.526085e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -15261480.000000 Penalty: 5747.613770
	Iteration 2Q: 3 clusters Score -1.526148e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -15261887.000000 Penalty: 5747.613770
	Iteration 3Q: 3 clusters Score -1.526189e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -15262309.000000 Penalty: 5747.613770
	Iteration 4Q: 3 clusters Score -1.526231e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -15262942.000000 Penalty: 5747.613770
	Iteration 5Q: 3 clusters Score -1.526294e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -15263665.000000 Penalty: 5747.613770
	Iteration 6Q: 3 clusters Score -1.526366e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -15264738.000000 Penalty: 5747.613770
	Iteration 7Q: 3 clusters Score -1.526474e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -15266259.000000 Penalty: 5747.613770
	Iteration 8Q: 3 clusters Score -1.526626e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -15268677.000000 Penalty: 5747.613770
	Iteration 9Q: 3 clusters Score -1.526868e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -15272150.000000 Penalty: 5747.613770
	Iteration 10F: 3 clusters Score -1.527215e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -15276748.000000 Penalty: 5747.613770
	Iteration 11F: 3 clusters Score -1.527675e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -15281456.000000 Penalty: 5747.613770
	Iteration 12F: 3 clusters Score -1.528146e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -15284479.000000 Penalty: 5747.613770
	Iteration 13F: 3 clusters Score -1.528448e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -15285903.000000 Penalty: 5747.613770
	Iteration 14Q: 3 clusters Score -1.52859e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -15286705.000000 Penalty: 5747.613770
	Iteration 15Q: 3 clusters Score -1.52867e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -15287408.000000 Penalty: 5747.613770
	Iteration 16Q: 3 clusters Score -1.528741e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -15288045.000000 Penalty: 5747.613770
	Iteration 17Q: 3 clusters Score -1.528804e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -15288822.000000 Penalty: 5747.613770
	Iteration 18Q: 3 clusters Score -1.528882e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -15289709.000000 Penalty: 5747.613770
	Iteration 19Q: 3 clusters Score -1.528971e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -15290526.000000 Penalty: 5747.613770
	Iteration 20F: 3 clusters Score -1.529053e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 86455 members 
Entering Unmasked Estep 
Score: -15291450.000000 Penalty: 5747.613770
	Iteration 21Q: 3 clusters Score -1.529145e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -15292420.000000 Penalty: 5747.613770
	Iteration 22Q: 3 clusters Score -1.529242e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 90582 members 
Entering Unmasked Estep 
Score: -15293427.000000 Penalty: 5747.613770
	Iteration 23Q: 3 clusters Score -1.529343e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -15294495.000000 Penalty: 5747.613770
	Iteration 24Q: 3 clusters Score -1.52945e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 94486 members 
Entering Unmasked Estep 
Score: -15295558.000000 Penalty: 5747.613770
	Iteration 25Q: 3 clusters Score -1.529556e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 96216 members 
Entering Unmasked Estep 
Score: -15296618.000000 Penalty: 5747.613770
	Iteration 26Q: 3 clusters Score -1.529662e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -15297516.000000 Penalty: 5747.613770
	Iteration 27Q: 3 clusters Score -1.529752e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 99161 members 
Entering Unmasked Estep 
Score: -15298269.000000 Penalty: 5747.613770
	Iteration 28Q: 3 clusters Score -1.529827e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -15298934.000000 Penalty: 5747.613770
	Iteration 29Q: 3 clusters Score -1.529893e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 101386 members 
Entering Unmasked Estep 
Score: -15299414.000000 Penalty: 5747.613770
	Iteration 30Q: 3 clusters Score -1.529941e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 102257 members 
Entering Unmasked Estep 
Score: -15299789.000000 Penalty: 5747.613770
	Iteration 31Q: 3 clusters Score -1.529979e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 102986 members 
Entering Unmasked Estep 
Score: -15300080.000000 Penalty: 5747.613770
	Iteration 32Q: 3 clusters Score -1.530008e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 103586 members 
Entering Unmasked Estep 
Score: -15300329.000000 Penalty: 5747.613770
	Iteration 33Q: 3 clusters Score -1.530033e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -15300487.000000 Penalty: 5747.613770
	Iteration 34Q: 3 clusters Score -1.530049e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -15300679.000000 Penalty: 5747.613770
	Iteration 35Q: 3 clusters Score -1.530068e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 104822 members 
Entering Unmasked Estep 
Score: -15300868.000000 Penalty: 5747.613770
	Iteration 36Q: 3 clusters Score -1.530087e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 105115 members 
Entering Unmasked Estep 
Score: -15300997.000000 Penalty: 5747.613770
	Iteration 37Q: 3 clusters Score -1.5301e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 105362 members 
Entering Unmasked Estep 
Score: -15301065.000000 Penalty: 5747.613770
	Iteration 38Q: 3 clusters Score -1.530106e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -15301159.000000 Penalty: 5747.613770
	Iteration 39Q: 3 clusters Score -1.530116e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -15301236.000000 Penalty: 5747.613770
	Iteration 40F: 3 clusters Score -1.530124e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -15301316.000000 Penalty: 5747.613770
	Iteration 41Q: 3 clusters Score -1.530132e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 106001 members 
Entering Unmasked Estep 
Score: -15301400.000000 Penalty: 5747.613770
	Iteration 42Q: 3 clusters Score -1.53014e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 106080 members 
Entering Unmasked Estep 
Score: -15301397.000000 Penalty: 5747.613770
	Iteration 43Q: 3 clusters Score -1.53014e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 106142 members 
Entering Unmasked Estep 
Score: -15301402.000000 Penalty: 5747.613770
	Iteration 44Q: 3 clusters Score -1.53014e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 106196 members 
Entering Unmasked Estep 
Score: -15301417.000000 Penalty: 5747.613770
	Iteration 45Q: 3 clusters Score -1.530142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -15301430.000000 Penalty: 5747.613770
	Iteration 46Q: 3 clusters Score -1.530143e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -15301468.000000 Penalty: 5747.613770
	Iteration 47Q: 3 clusters Score -1.530147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 106311 members 
Entering Unmasked Estep 
Score: -15301459.000000 Penalty: 5747.613770
	Iteration 48Q: 3 clusters Score -1.530146e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 106341 members 
Entering Unmasked Estep 
Score: -15301467.000000 Penalty: 5747.613770
	Iteration 49Q: 3 clusters Score -1.530147e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 106371 members 
Entering Unmasked Estep 
Score: -15301483.000000 Penalty: 5747.613770
	Iteration 50Q: 3 clusters Score -1.530148e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 106393 members 
Entering Unmasked Estep 
Score: -15301501.000000 Penalty: 5747.613770
	Iteration 51Q: 3 clusters Score -1.53015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 106414 members 
Entering Unmasked Estep 
Score: -15301503.000000 Penalty: 5747.613770
	Iteration 52Q: 3 clusters Score -1.53015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -15301514.000000 Penalty: 5747.613770
	Iteration 53Q: 3 clusters Score -1.530151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 106437 members 
Entering Unmasked Estep 
Score: -15301515.000000 Penalty: 5747.613770
	Iteration 54Q: 3 clusters Score -1.530152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 106451 members 
Entering Unmasked Estep 
Score: -15301523.000000 Penalty: 5747.613770
	Iteration 55Q: 3 clusters Score -1.530152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -15301532.000000 Penalty: 5747.613770
	Iteration 56Q: 3 clusters Score -1.530153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 106466 members 
Entering Unmasked Estep 
Score: -15301542.000000 Penalty: 5747.613770
	Iteration 57Q: 3 clusters Score -1.530154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 106472 members 
Entering Unmasked Estep 
Score: -15301544.000000 Penalty: 5747.613770
	Iteration 58Q: 3 clusters Score -1.530154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 106479 members 
Entering Unmasked Estep 
Score: -15301539.000000 Penalty: 5747.613770
	Iteration 59Q: 3 clusters Score -1.530154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -15301542.000000 Penalty: 5747.613770
	Iteration 60F: 3 clusters Score -1.530154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 106489 members 
Entering Unmasked Estep 
Score: -15301549.000000 Penalty: 5747.613770
	Iteration 61Q: 3 clusters Score -1.530155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -15301555.000000 Penalty: 5747.613770
	Iteration 62Q: 3 clusters Score -1.530156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 106495 members 
Entering Unmasked Estep 
Score: -15301559.000000 Penalty: 5747.613770
	Iteration 63Q: 3 clusters Score -1.530156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 106496 members 
Entering Unmasked Estep 
Score: -15301556.000000 Penalty: 5747.613770
	Iteration 64Q: 3 clusters Score -1.530156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 106496 members 
Entering Unmasked Estep 
Score: -15301556.000000 Penalty: 5747.613770
	Iteration 65F: 3 clusters Score -1.530156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -26563.630859 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -26563.63 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 92 members 
Entering Unmasked Estep 
Score: -25519.210938 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -25519.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25685.232422 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -25685.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25761.876953 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -25761.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25782.376953 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -25782.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25802.511719 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -25802.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25815.966797 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -25815.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25833.658203 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -25833.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25854.214844 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -25854.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25854.214844 Penalty: 2688.585449
	Iteration 8F: 3 clusters Score -25854.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Entering Unmasked Estep 
Score: -4886991.500000 Penalty: 2600.066162
	Iteration 0F: 2 clusters Score -4886992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4862621.500000 Penalty: 5200.132324
	Iteration 0F: 3 clusters Score -4862622 nChanged 16217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4871365.000000 Penalty: 5200.132324
	Iteration 1F: 3 clusters Score -4871365 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4871892.500000 Penalty: 5200.132324
	Iteration 2Q: 3 clusters Score -4871892 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -4872486.000000 Penalty: 5200.132324
	Iteration 3Q: 3 clusters Score -4872486 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4873146.500000 Penalty: 5200.132324
	Iteration 4Q: 3 clusters Score -4873146 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -4873965.000000 Penalty: 5200.132324
	Iteration 5Q: 3 clusters Score -4873965 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -4875087.000000 Penalty: 5200.132324
	Iteration 6F: 3 clusters Score -4875087 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -4876568.500000 Penalty: 5200.132324
	Iteration 7F: 3 clusters Score -4876568 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4878447.000000 Penalty: 5200.132324
	Iteration 8F: 3 clusters Score -4878447 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -4880566.500000 Penalty: 5200.132324
	Iteration 9F: 3 clusters Score -4880566 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -4882479.500000 Penalty: 5200.132324
	Iteration 10F: 3 clusters Score -4882480 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4883889.000000 Penalty: 5200.132324
	Iteration 11Q: 3 clusters Score -4883889 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4884639.500000 Penalty: 5200.132324
	Iteration 12Q: 3 clusters Score -4884640 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4884997.500000 Penalty: 5200.132324
	Iteration 13Q: 3 clusters Score -4884998 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4885202.500000 Penalty: 5200.132324
	Iteration 14Q: 3 clusters Score -4885202 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4885314.500000 Penalty: 5200.132324
	Iteration 15Q: 3 clusters Score -4885314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4885371.000000 Penalty: 5200.132324
	Iteration 16Q: 3 clusters Score -4885371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -4885399.000000 Penalty: 5200.132324
	Iteration 17Q: 3 clusters Score -4885399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -4885420.500000 Penalty: 5200.132324
	Iteration 18Q: 3 clusters Score -4885420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -4885433.000000 Penalty: 5200.132324
	Iteration 19Q: 3 clusters Score -4885433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -4885433.000000 Penalty: 5200.132324
	Iteration 20F: 3 clusters Score -4885433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -4885444.500000 Penalty: 5200.132324
	Iteration 21Q: 3 clusters Score -4885444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4885446.500000 Penalty: 5200.132324
	Iteration 22Q: 3 clusters Score -4885446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -4885462.500000 Penalty: 5200.132324
	Iteration 23Q: 3 clusters Score -4885462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4885465.500000 Penalty: 5200.132324
	Iteration 24Q: 3 clusters Score -4885466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -4885465.000000 Penalty: 5200.132324
	Iteration 25Q: 3 clusters Score -4885465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -4885464.000000 Penalty: 5200.132324
	Iteration 26Q: 3 clusters Score -4885464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -4885466.000000 Penalty: 5200.132324
	Iteration 27Q: 3 clusters Score -4885466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -4885468.500000 Penalty: 5200.132324
	Iteration 28Q: 3 clusters Score -4885468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -4885468.500000 Penalty: 5200.132324
	Iteration 29F: 3 clusters Score -4885468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Entering Unmasked Estep 
Score: -21959978.000000 Penalty: 2965.975342
	Iteration 0F: 2 clusters Score -2.195998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -21857640.000000 Penalty: 5931.950684
	Iteration 0F: 3 clusters Score -2.185764e+07 nChanged 74838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 80254 members 
Entering Unmasked Estep 
Score: -21901568.000000 Penalty: 5931.950684
	Iteration 1F: 3 clusters Score -2.190157e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 81690 members 
Entering Unmasked Estep 
Score: -21903626.000000 Penalty: 5931.950684
	Iteration 2Q: 3 clusters Score -2.190363e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 83783 members 
Entering Unmasked Estep 
Score: -21906752.000000 Penalty: 5931.950684
	Iteration 3Q: 3 clusters Score -2.190675e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -21911842.000000 Penalty: 5931.950684
	Iteration 4F: 3 clusters Score -2.191184e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -21919354.000000 Penalty: 5931.950684
	Iteration 5F: 3 clusters Score -2.191935e+07 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -21928944.000000 Penalty: 5931.950684
	Iteration 6F: 3 clusters Score -2.192894e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 99669 members 
Entering Unmasked Estep 
Score: -21936898.000000 Penalty: 5931.950684
	Iteration 7F: 3 clusters Score -2.19369e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 102464 members 
Entering Unmasked Estep 
Score: -21940706.000000 Penalty: 5931.950684
	Iteration 8F: 3 clusters Score -2.194071e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -21942440.000000 Penalty: 5931.950684
	Iteration 9Q: 3 clusters Score -2.194244e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 107314 members 
Entering Unmasked Estep 
Score: -21943498.000000 Penalty: 5931.950684
	Iteration 10Q: 3 clusters Score -2.19435e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 109786 members 
Entering Unmasked Estep 
Score: -21944384.000000 Penalty: 5931.950684
	Iteration 11Q: 3 clusters Score -2.194438e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 112313 members 
Entering Unmasked Estep 
Score: -21945350.000000 Penalty: 5931.950684
	Iteration 12Q: 3 clusters Score -2.194535e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 114963 members 
Entering Unmasked Estep 
Score: -21946438.000000 Penalty: 5931.950684
	Iteration 13Q: 3 clusters Score -2.194644e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 117714 members 
Entering Unmasked Estep 
Score: -21947478.000000 Penalty: 5931.950684
	Iteration 14Q: 3 clusters Score -2.194748e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 120387 members 
Entering Unmasked Estep 
Score: -21948334.000000 Penalty: 5931.950684
	Iteration 15Q: 3 clusters Score -2.194833e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 123004 members 
Entering Unmasked Estep 
Score: -21949302.000000 Penalty: 5931.950684
	Iteration 16Q: 3 clusters Score -2.19493e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 125588 members 
Entering Unmasked Estep 
Score: -21950276.000000 Penalty: 5931.950684
	Iteration 17Q: 3 clusters Score -2.195028e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -21951258.000000 Penalty: 5931.950684
	Iteration 18Q: 3 clusters Score -2.195126e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 130613 members 
Entering Unmasked Estep 
Score: -21952000.000000 Penalty: 5931.950684
	Iteration 19Q: 3 clusters Score -2.1952e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 133042 members 
Entering Unmasked Estep 
Score: -21953030.000000 Penalty: 5931.950684
	Iteration 20F: 3 clusters Score -2.195303e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 135277 members 
Entering Unmasked Estep 
Score: -21953774.000000 Penalty: 5931.950684
	Iteration 21Q: 3 clusters Score -2.195377e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 137349 members 
Entering Unmasked Estep 
Score: -21954606.000000 Penalty: 5931.950684
	Iteration 22Q: 3 clusters Score -2.195461e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 139300 members 
Entering Unmasked Estep 
Score: -21955176.000000 Penalty: 5931.950684
	Iteration 23Q: 3 clusters Score -2.195518e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 141038 members 
Entering Unmasked Estep 
Score: -21955764.000000 Penalty: 5931.950684
	Iteration 24Q: 3 clusters Score -2.195576e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 142647 members 
Entering Unmasked Estep 
Score: -21956292.000000 Penalty: 5931.950684
	Iteration 25Q: 3 clusters Score -2.195629e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 144183 members 
Entering Unmasked Estep 
Score: -21956710.000000 Penalty: 5931.950684
	Iteration 26Q: 3 clusters Score -2.195671e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 145539 members 
Entering Unmasked Estep 
Score: -21957144.000000 Penalty: 5931.950684
	Iteration 27Q: 3 clusters Score -2.195714e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 146772 members 
Entering Unmasked Estep 
Score: -21957498.000000 Penalty: 5931.950684
	Iteration 28Q: 3 clusters Score -2.19575e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 147892 members 
Entering Unmasked Estep 
Score: -21957666.000000 Penalty: 5931.950684
	Iteration 29Q: 3 clusters Score -2.195767e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 148899 members 
Entering Unmasked Estep 
Score: -21958006.000000 Penalty: 5931.950684
	Iteration 30Q: 3 clusters Score -2.195801e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 149788 members 
Entering Unmasked Estep 
Score: -21957982.000000 Penalty: 5931.950684
	Iteration 31Q: 3 clusters Score -2.195798e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 150550 members 
Entering Unmasked Estep 
Score: -21958136.000000 Penalty: 5931.950684
	Iteration 32Q: 3 clusters Score -2.195814e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 151206 members 
Entering Unmasked Estep 
Score: -21958134.000000 Penalty: 5931.950684
	Iteration 33Q: 3 clusters Score -2.195813e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 151815 members 
Entering Unmasked Estep 
Score: -21958226.000000 Penalty: 5931.950684
	Iteration 34Q: 3 clusters Score -2.195823e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 152335 members 
Entering Unmasked Estep 
Score: -21958232.000000 Penalty: 5931.950684
	Iteration 35Q: 3 clusters Score -2.195823e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 152769 members 
Entering Unmasked Estep 
Score: -21958274.000000 Penalty: 5931.950684
	Iteration 36Q: 3 clusters Score -2.195827e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -21958328.000000 Penalty: 5931.950684
	Iteration 37Q: 3 clusters Score -2.195833e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 153424 members 
Entering Unmasked Estep 
Score: -21958342.000000 Penalty: 5931.950684
	Iteration 38Q: 3 clusters Score -2.195834e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 153662 members 
Entering Unmasked Estep 
Score: -21958300.000000 Penalty: 5931.950684
	Iteration 39Q: 3 clusters Score -2.19583e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 153866 members 
Entering Unmasked Estep 
Score: -21958248.000000 Penalty: 5931.950684
	Iteration 40F: 3 clusters Score -2.195825e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 154039 members 
Entering Unmasked Estep 
Score: -21958306.000000 Penalty: 5931.950684
	Iteration 41Q: 3 clusters Score -2.195831e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 154185 members 
Entering Unmasked Estep 
Score: -21958316.000000 Penalty: 5931.950684
	Iteration 42Q: 3 clusters Score -2.195832e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 154306 members 
Entering Unmasked Estep 
Score: -21958328.000000 Penalty: 5931.950684
	Iteration 43Q: 3 clusters Score -2.195833e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 154397 members 
Entering Unmasked Estep 
Score: -21958312.000000 Penalty: 5931.950684
	Iteration 44Q: 3 clusters Score -2.195831e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 154477 members 
Entering Unmasked Estep 
Score: -21958314.000000 Penalty: 5931.950684
	Iteration 45Q: 3 clusters Score -2.195831e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 154553 members 
Entering Unmasked Estep 
Score: -21958286.000000 Penalty: 5931.950684
	Iteration 46Q: 3 clusters Score -2.195829e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 154614 members 
Entering Unmasked Estep 
Score: -21958288.000000 Penalty: 5931.950684
	Iteration 47Q: 3 clusters Score -2.195829e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 154659 members 
Entering Unmasked Estep 
Score: -21958280.000000 Penalty: 5931.950684
	Iteration 48Q: 3 clusters Score -2.195828e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -21958322.000000 Penalty: 5931.950684
	Iteration 49Q: 3 clusters Score -2.195832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 154720 members 
Entering Unmasked Estep 
Score: -21958330.000000 Penalty: 5931.950684
	Iteration 50Q: 3 clusters Score -2.195833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 154747 members 
Entering Unmasked Estep 
Score: -21958344.000000 Penalty: 5931.950684
	Iteration 51Q: 3 clusters Score -2.195834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 154772 members 
Entering Unmasked Estep 
Score: -21958310.000000 Penalty: 5931.950684
	Iteration 52Q: 3 clusters Score -2.195831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 154790 members 
Entering Unmasked Estep 
Score: -21958296.000000 Penalty: 5931.950684
	Iteration 53Q: 3 clusters Score -2.19583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -21958292.000000 Penalty: 5931.950684
	Iteration 54Q: 3 clusters Score -2.195829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 154834 members 
Entering Unmasked Estep 
Score: -21958282.000000 Penalty: 5931.950684
	Iteration 55Q: 3 clusters Score -2.195828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 154854 members 
Entering Unmasked Estep 
Score: -21958288.000000 Penalty: 5931.950684
	Iteration 56Q: 3 clusters Score -2.195829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 154867 members 
Entering Unmasked Estep 
Score: -21958274.000000 Penalty: 5931.950684
	Iteration 57Q: 3 clusters Score -2.195827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 154884 members 
Entering Unmasked Estep 
Score: -21958256.000000 Penalty: 5931.950684
	Iteration 58Q: 3 clusters Score -2.195826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 154900 members 
Entering Unmasked Estep 
Score: -21958262.000000 Penalty: 5931.950684
	Iteration 59Q: 3 clusters Score -2.195826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 154914 members 
Entering Unmasked Estep 
Score: -21958246.000000 Penalty: 5931.950684
	Iteration 60F: 3 clusters Score -2.195825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -21958248.000000 Penalty: 5931.950684
	Iteration 61Q: 3 clusters Score -2.195825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 154932 members 
Entering Unmasked Estep 
Score: -21958218.000000 Penalty: 5931.950684
	Iteration 62Q: 3 clusters Score -2.195822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -21958244.000000 Penalty: 5931.950684
	Iteration 63Q: 3 clusters Score -2.195824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 154942 members 
Entering Unmasked Estep 
Score: -21958240.000000 Penalty: 5931.950684
	Iteration 64Q: 3 clusters Score -2.195824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 154951 members 
Entering Unmasked Estep 
Score: -21958232.000000 Penalty: 5931.950684
	Iteration 65Q: 3 clusters Score -2.195823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 154961 members 
Entering Unmasked Estep 
Score: -21958226.000000 Penalty: 5931.950684
	Iteration 66Q: 3 clusters Score -2.195823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 154972 members 
Entering Unmasked Estep 
Score: -21958222.000000 Penalty: 5931.950684
	Iteration 67Q: 3 clusters Score -2.195822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 154980 members 
Entering Unmasked Estep 
Score: -21958230.000000 Penalty: 5931.950684
	Iteration 68Q: 3 clusters Score -2.195823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 154988 members 
Entering Unmasked Estep 
Score: -21958238.000000 Penalty: 5931.950684
	Iteration 69Q: 3 clusters Score -2.195824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 154996 members 
Entering Unmasked Estep 
Score: -21958254.000000 Penalty: 5931.950684
	Iteration 70Q: 3 clusters Score -2.195825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 155003 members 
Entering Unmasked Estep 
Score: -21958240.000000 Penalty: 5931.950684
	Iteration 71Q: 3 clusters Score -2.195824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 155005 members 
Entering Unmasked Estep 
Score: -21958230.000000 Penalty: 5931.950684
	Iteration 72Q: 3 clusters Score -2.195823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -21958244.000000 Penalty: 5931.950684
	Iteration 73Q: 3 clusters Score -2.195824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 155015 members 
Entering Unmasked Estep 
Score: -21958228.000000 Penalty: 5931.950684
	Iteration 74Q: 3 clusters Score -2.195823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -21958230.000000 Penalty: 5931.950684
	Iteration 75Q: 3 clusters Score -2.195823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 155020 members 
Entering Unmasked Estep 
Score: -21958226.000000 Penalty: 5931.950684
	Iteration 76Q: 3 clusters Score -2.195823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 155020 members 
Entering Unmasked Estep 
Score: -21958226.000000 Penalty: 5931.950684
	Iteration 77F: 3 clusters Score -2.195823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Entering Unmasked Estep 
Score: -1072767.750000 Penalty: 2215.548828
	Iteration 0F: 2 clusters Score -1072768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1066625.125000 Penalty: 4431.097656
	Iteration 0F: 3 clusters Score -1066625 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1068207.125000 Penalty: 4431.097656
	Iteration 1F: 3 clusters Score -1068207 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1068467.750000 Penalty: 4431.097656
	Iteration 2F: 3 clusters Score -1068468 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1068635.375000 Penalty: 4431.097656
	Iteration 3Q: 3 clusters Score -1068635 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1068738.375000 Penalty: 4431.097656
	Iteration 4Q: 3 clusters Score -1068738 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1068806.750000 Penalty: 4431.097656
	Iteration 5Q: 3 clusters Score -1068807 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1068855.125000 Penalty: 4431.097656
	Iteration 6Q: 3 clusters Score -1068855 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1068890.375000 Penalty: 4431.097656
	Iteration 7Q: 3 clusters Score -1068890 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1068921.500000 Penalty: 4431.097656
	Iteration 8Q: 3 clusters Score -1068922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1068939.875000 Penalty: 4431.097656
	Iteration 9Q: 3 clusters Score -1068940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1068951.625000 Penalty: 4431.097656
	Iteration 10Q: 3 clusters Score -1068952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1068963.750000 Penalty: 4431.097656
	Iteration 11Q: 3 clusters Score -1068964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1068977.875000 Penalty: 4431.097656
	Iteration 12Q: 3 clusters Score -1068978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1068990.125000 Penalty: 4431.097656
	Iteration 13Q: 3 clusters Score -1068990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1069004.625000 Penalty: 4431.097656
	Iteration 14Q: 3 clusters Score -1069005 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1069023.250000 Penalty: 4431.097656
	Iteration 15Q: 3 clusters Score -1069023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1069039.625000 Penalty: 4431.097656
	Iteration 16Q: 3 clusters Score -1069040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1069061.875000 Penalty: 4431.097656
	Iteration 17Q: 3 clusters Score -1069062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1069080.375000 Penalty: 4431.097656
	Iteration 18Q: 3 clusters Score -1069080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1069103.375000 Penalty: 4431.097656
	Iteration 19Q: 3 clusters Score -1069103 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1069122.000000 Penalty: 4431.097656
	Iteration 20F: 3 clusters Score -1069122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1069150.875000 Penalty: 4431.097656
	Iteration 21Q: 3 clusters Score -1069151 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1069178.375000 Penalty: 4431.097656
	Iteration 22Q: 3 clusters Score -1069178 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1069208.625000 Penalty: 4431.097656
	Iteration 23Q: 3 clusters Score -1069209 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1069243.250000 Penalty: 4431.097656
	Iteration 24Q: 3 clusters Score -1069243 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1069281.875000 Penalty: 4431.097656
	Iteration 25Q: 3 clusters Score -1069282 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1069328.750000 Penalty: 4431.097656
	Iteration 26Q: 3 clusters Score -1069329 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1069389.125000 Penalty: 4431.097656
	Iteration 27Q: 3 clusters Score -1069389 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1069445.375000 Penalty: 4431.097656
	Iteration 28Q: 3 clusters Score -1069445 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1069523.125000 Penalty: 4431.097656
	Iteration 29Q: 3 clusters Score -1069523 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1069623.875000 Penalty: 4431.097656
	Iteration 30Q: 3 clusters Score -1069624 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1069737.000000 Penalty: 4431.097656
	Iteration 31Q: 3 clusters Score -1069737 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1069865.125000 Penalty: 4431.097656
	Iteration 32Q: 3 clusters Score -1069865 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1070026.125000 Penalty: 4431.097656
	Iteration 33Q: 3 clusters Score -1070026 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1070182.750000 Penalty: 4431.097656
	Iteration 34Q: 3 clusters Score -1070183 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1070334.750000 Penalty: 4431.097656
	Iteration 35Q: 3 clusters Score -1070335 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1070473.500000 Penalty: 4431.097656
	Iteration 36Q: 3 clusters Score -1070474 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1070575.000000 Penalty: 4431.097656
	Iteration 37Q: 3 clusters Score -1070575 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1070661.625000 Penalty: 4431.097656
	Iteration 38Q: 3 clusters Score -1070662 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1070730.875000 Penalty: 4431.097656
	Iteration 39Q: 3 clusters Score -1070731 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1070774.750000 Penalty: 4431.097656
	Iteration 40F: 3 clusters Score -1070775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1070809.750000 Penalty: 4431.097656
	Iteration 41Q: 3 clusters Score -1070810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1070849.125000 Penalty: 4431.097656
	Iteration 42Q: 3 clusters Score -1070849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1070874.875000 Penalty: 4431.097656
	Iteration 43Q: 3 clusters Score -1070875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1070904.500000 Penalty: 4431.097656
	Iteration 44Q: 3 clusters Score -1070904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1070924.250000 Penalty: 4431.097656
	Iteration 45Q: 3 clusters Score -1070924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1070934.125000 Penalty: 4431.097656
	Iteration 46Q: 3 clusters Score -1070934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1070941.875000 Penalty: 4431.097656
	Iteration 47Q: 3 clusters Score -1070942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1070948.000000 Penalty: 4431.097656
	Iteration 48Q: 3 clusters Score -1070948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1070953.125000 Penalty: 4431.097656
	Iteration 49Q: 3 clusters Score -1070953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1070957.875000 Penalty: 4431.097656
	Iteration 50Q: 3 clusters Score -1070958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1070960.750000 Penalty: 4431.097656
	Iteration 51Q: 3 clusters Score -1070961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1070961.375000 Penalty: 4431.097656
	Iteration 52Q: 3 clusters Score -1070961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1070962.750000 Penalty: 4431.097656
	Iteration 53Q: 3 clusters Score -1070963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1070963.250000 Penalty: 4431.097656
	Iteration 54Q: 3 clusters Score -1070963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1070965.625000 Penalty: 4431.097656
	Iteration 55Q: 3 clusters Score -1070966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1070967.875000 Penalty: 4431.097656
	Iteration 56Q: 3 clusters Score -1070968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1070975.000000 Penalty: 4431.097656
	Iteration 57Q: 3 clusters Score -1070975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1070982.250000 Penalty: 4431.097656
	Iteration 58Q: 3 clusters Score -1070982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1070994.125000 Penalty: 4431.097656
	Iteration 59Q: 3 clusters Score -1070994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1071004.750000 Penalty: 4431.097656
	Iteration 60F: 3 clusters Score -1071005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1071013.500000 Penalty: 4431.097656
	Iteration 61Q: 3 clusters Score -1071014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1071014.625000 Penalty: 4431.097656
	Iteration 62Q: 3 clusters Score -1071015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1071020.250000 Penalty: 4431.097656
	Iteration 63Q: 3 clusters Score -1071020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1071020.375000 Penalty: 4431.097656
	Iteration 64Q: 3 clusters Score -1071020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1071023.500000 Penalty: 4431.097656
	Iteration 65Q: 3 clusters Score -1071024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1071025.875000 Penalty: 4431.097656
	Iteration 66Q: 3 clusters Score -1071026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1071026.000000 Penalty: 4431.097656
	Iteration 67Q: 3 clusters Score -1071026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1071026.000000 Penalty: 4431.097656
	Iteration 68F: 3 clusters Score -1071026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -83202.710938 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -83202.71 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 340 members 
Entering Unmasked Estep 
Score: -81564.531250 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -81564.53 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81981.398438 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -81981.4 nChanged 50
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: -82285.906250 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -82285.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82529.367188 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -82529.37 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -82683.335938 Penalty: 3234.958008
	Iteration 4F: 3 clusters Score -82683.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -82781.484375 Penalty: 3234.958008
	Iteration 5F: 3 clusters Score -82781.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82848.359375 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -82848.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82904.070312 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -82904.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -82950.148438 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -82950.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -82973.101562 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -82973.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -82983.507812 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -82983.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -82993.140625 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -82993.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -83003.757812 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -83003.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -83008.851562 Penalty: 3234.958008
	Iteration 13Q: 3 clusters Score -83008.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -83012.890625 Penalty: 3234.958008
	Iteration 14Q: 3 clusters Score -83012.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -83015.000000 Penalty: 3234.958008
	Iteration 15Q: 3 clusters Score -83015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83020.164062 Penalty: 3234.958008
	Iteration 16Q: 3 clusters Score -83020.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83025.140625 Penalty: 3234.958008
	Iteration 17Q: 3 clusters Score -83025.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83030.140625 Penalty: 3234.958008
	Iteration 18Q: 3 clusters Score -83030.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -83032.085938 Penalty: 3234.958008
	Iteration 19Q: 3 clusters Score -83032.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -83032.085938 Penalty: 3234.958008
	Iteration 20F: 3 clusters Score -83032.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -76070.109375 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -76070.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74404.828125 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -74404.83 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74740.078125 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -74740.08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75066.695312 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -75066.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75422.632812 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -75422.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75678.195312 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -75678.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75799.890625 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -75799.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75931.460938 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -75931.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76037.976562 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -76037.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76080.351562 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -76080.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76104.539062 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -76104.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76107.437500 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -76107.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76107.437500 Penalty: 3218.645508
	Iteration 11F: 3 clusters Score -76107.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108313 members 
Mstep: Class 4 contains 164739 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119606 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35833 members 
Mstep: Class 12 contains 122857 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38955 members 
Mstep: Class 16 contains 107789 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35744 members 
Mstep: Class 19 contains 156307 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 289 members 
Mstep: Class 24 contains 322 members 
Entering Unmasked Estep 
Score: -147142304.000000 Penalty: 82566.710938
Splitting cluster 22 changes total score from -147144256.000000 to -147142304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -26833.896484 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -26833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25629.230469 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -25629.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25899.535156 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -25899.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26046.177734 Penalty: 2810.547607
	Iteration 2F: 3 clusters Score -26046.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26115.228516 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -26115.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26205.601562 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -26205.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26243.876953 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -26243.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26279.009766 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -26279.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26321.066406 Penalty: 2810.547607
	Iteration 7Q: 3 clusters Score -26321.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26340.324219 Penalty: 2810.547607
	Iteration 8Q: 3 clusters Score -26340.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26354.226562 Penalty: 2810.547607
	Iteration 9Q: 3 clusters Score -26354.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26365.949219 Penalty: 2810.547607
	Iteration 10Q: 3 clusters Score -26365.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26373.517578 Penalty: 2810.547607
	Iteration 11Q: 3 clusters Score -26373.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26388.220703 Penalty: 2810.547607
	Iteration 12Q: 3 clusters Score -26388.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26388.220703 Penalty: 2810.547607
	Iteration 13F: 3 clusters Score -26388.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108313 members 
Mstep: Class 4 contains 164739 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119606 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35833 members 
Mstep: Class 12 contains 122857 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38955 members 
Mstep: Class 16 contains 107789 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35744 members 
Mstep: Class 19 contains 156307 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147144224.000000 Penalty: 79126.429688
Iteration 439Q: 24 clusters Score -1.471442e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108316 members 
Mstep: Class 4 contains 164738 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119607 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35831 members 
Mstep: Class 12 contains 122856 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38956 members 
Mstep: Class 16 contains 107790 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35744 members 
Mstep: Class 19 contains 156309 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145040.000000 Penalty: 79126.429688
Iteration 440F: 24 clusters Score -1.47145e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 844 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108315 members 
Mstep: Class 4 contains 164744 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119612 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35829 members 
Mstep: Class 12 contains 122854 members 
Mstep: Class 13 contains 26240 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38954 members 
Mstep: Class 16 contains 107795 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35748 members 
Mstep: Class 19 contains 156301 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145680.000000 Penalty: 79126.429688
Iteration 441Q: 24 clusters Score -1.471457e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108315 members 
Mstep: Class 4 contains 164753 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119615 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35827 members 
Mstep: Class 12 contains 122848 members 
Mstep: Class 13 contains 26240 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38953 members 
Mstep: Class 16 contains 107799 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35755 members 
Mstep: Class 19 contains 156293 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145808.000000 Penalty: 79126.429688
Iteration 442Q: 24 clusters Score -1.471458e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108314 members 
Mstep: Class 4 contains 164764 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119621 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35826 members 
Mstep: Class 12 contains 122846 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38953 members 
Mstep: Class 16 contains 107799 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35759 members 
Mstep: Class 19 contains 156276 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145872.000000 Penalty: 79126.429688
Iteration 443Q: 24 clusters Score -1.471459e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108307 members 
Mstep: Class 4 contains 164779 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119629 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35824 members 
Mstep: Class 12 contains 122841 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38954 members 
Mstep: Class 16 contains 107800 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35762 members 
Mstep: Class 19 contains 156262 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145888.000000 Penalty: 79126.429688
Iteration 444Q: 24 clusters Score -1.471459e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108303 members 
Mstep: Class 4 contains 164788 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119634 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35824 members 
Mstep: Class 12 contains 122831 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38955 members 
Mstep: Class 16 contains 107800 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35764 members 
Mstep: Class 19 contains 156259 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145872.000000 Penalty: 79126.429688
Iteration 445Q: 24 clusters Score -1.471459e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108301 members 
Mstep: Class 4 contains 164799 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119632 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35824 members 
Mstep: Class 12 contains 122821 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38954 members 
Mstep: Class 16 contains 107808 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35766 members 
Mstep: Class 19 contains 156255 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145872.000000 Penalty: 79126.429688
Iteration 446Q: 24 clusters Score -1.471459e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108299 members 
Mstep: Class 4 contains 164807 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119633 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35823 members 
Mstep: Class 12 contains 122813 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38954 members 
Mstep: Class 16 contains 107808 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35769 members 
Mstep: Class 19 contains 156255 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145888.000000 Penalty: 79126.429688
Iteration 447Q: 24 clusters Score -1.471459e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108292 members 
Mstep: Class 4 contains 164820 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119641 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35824 members 
Mstep: Class 12 contains 122799 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38955 members 
Mstep: Class 16 contains 107810 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35771 members 
Mstep: Class 19 contains 156248 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145824.000000 Penalty: 79126.429688
Iteration 448Q: 24 clusters Score -1.471458e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108283 members 
Mstep: Class 4 contains 164837 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119651 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35824 members 
Mstep: Class 12 contains 122793 members 
Mstep: Class 13 contains 26242 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38955 members 
Mstep: Class 16 contains 107811 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35770 members 
Mstep: Class 19 contains 156237 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145760.000000 Penalty: 79126.429688
Iteration 449Q: 24 clusters Score -1.471458e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108276 members 
Mstep: Class 4 contains 164853 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41184 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119660 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35824 members 
Mstep: Class 12 contains 122784 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38957 members 
Mstep: Class 16 contains 107814 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35771 members 
Mstep: Class 19 contains 156222 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145792.000000 Penalty: 79126.429688
Iteration 450Q: 24 clusters Score -1.471458e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108270 members 
Mstep: Class 4 contains 164854 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119664 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35823 members 
Mstep: Class 12 contains 122777 members 
Mstep: Class 13 contains 26238 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38959 members 
Mstep: Class 16 contains 107816 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35776 members 
Mstep: Class 19 contains 156225 members 
Mstep: Class 20 contains 7586 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145776.000000 Penalty: 79126.429688
Iteration 451Q: 24 clusters Score -1.471458e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108264 members 
Mstep: Class 4 contains 164861 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119671 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35821 members 
Mstep: Class 12 contains 122768 members 
Mstep: Class 13 contains 26238 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38964 members 
Mstep: Class 16 contains 107814 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35774 members 
Mstep: Class 19 contains 156233 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145808.000000 Penalty: 79126.429688
Iteration 452Q: 24 clusters Score -1.471458e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108260 members 
Mstep: Class 4 contains 164872 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119677 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35820 members 
Mstep: Class 12 contains 122759 members 
Mstep: Class 13 contains 26238 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38961 members 
Mstep: Class 16 contains 107817 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35776 members 
Mstep: Class 19 contains 156231 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145792.000000 Penalty: 79126.429688
Iteration 453Q: 24 clusters Score -1.471458e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108258 members 
Mstep: Class 4 contains 164889 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119675 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35818 members 
Mstep: Class 12 contains 122749 members 
Mstep: Class 13 contains 26238 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38962 members 
Mstep: Class 16 contains 107818 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35774 members 
Mstep: Class 19 contains 156236 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145824.000000 Penalty: 79126.429688
Iteration 454Q: 24 clusters Score -1.471458e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108251 members 
Mstep: Class 4 contains 164901 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119695 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35810 members 
Mstep: Class 12 contains 122741 members 
Mstep: Class 13 contains 26235 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38961 members 
Mstep: Class 16 contains 107820 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35769 members 
Mstep: Class 19 contains 156239 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145728.000000 Penalty: 79126.429688
Iteration 455Q: 24 clusters Score -1.471457e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108239 members 
Mstep: Class 4 contains 164921 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 41182 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119708 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35799 members 
Mstep: Class 12 contains 122732 members 
Mstep: Class 13 contains 26235 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107822 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35769 members 
Mstep: Class 19 contains 156243 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145728.000000 Penalty: 79126.429688
Iteration 456Q: 24 clusters Score -1.471457e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108238 members 
Mstep: Class 4 contains 164938 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119712 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35791 members 
Mstep: Class 12 contains 122730 members 
Mstep: Class 13 contains 26234 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38961 members 
Mstep: Class 16 contains 107825 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35772 members 
Mstep: Class 19 contains 156232 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145776.000000 Penalty: 79126.429688
Iteration 457Q: 24 clusters Score -1.471458e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108232 members 
Mstep: Class 4 contains 164941 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119721 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35790 members 
Mstep: Class 12 contains 122728 members 
Mstep: Class 13 contains 26235 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38962 members 
Mstep: Class 16 contains 107825 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35772 members 
Mstep: Class 19 contains 156233 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145728.000000 Penalty: 79126.429688
Iteration 458Q: 24 clusters Score -1.471457e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108226 members 
Mstep: Class 4 contains 164946 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119730 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35793 members 
Mstep: Class 12 contains 122717 members 
Mstep: Class 13 contains 26235 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38961 members 
Mstep: Class 16 contains 107829 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35773 members 
Mstep: Class 19 contains 156233 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147145696.000000 Penalty: 79126.429688
Iteration 459Q: 24 clusters Score -1.471457e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108222 members 
Mstep: Class 4 contains 164953 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41180 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119739 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35793 members 
Mstep: Class 12 contains 122710 members 
Mstep: Class 13 contains 26236 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38963 members 
Mstep: Class 16 contains 107837 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 35771 members 
Mstep: Class 19 contains 156224 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147189344.000000 Penalty: 79126.429688
Iteration 460F: 24 clusters Score -1.471893e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108217 members 
Mstep: Class 4 contains 164957 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41180 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119747 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35793 members 
Mstep: Class 12 contains 122712 members 
Mstep: Class 13 contains 26233 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38964 members 
Mstep: Class 16 contains 107840 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35773 members 
Mstep: Class 19 contains 156212 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147228832.000000 Penalty: 79126.429688
Iteration 461Q: 24 clusters Score -1.472288e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108215 members 
Mstep: Class 4 contains 164964 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119751 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35792 members 
Mstep: Class 12 contains 122708 members 
Mstep: Class 13 contains 26232 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38965 members 
Mstep: Class 16 contains 107840 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35776 members 
Mstep: Class 19 contains 156206 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147228752.000000 Penalty: 79126.429688
Iteration 462Q: 24 clusters Score -1.472288e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108212 members 
Mstep: Class 4 contains 164968 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119757 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35791 members 
Mstep: Class 12 contains 122697 members 
Mstep: Class 13 contains 26232 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38970 members 
Mstep: Class 16 contains 107847 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35778 members 
Mstep: Class 19 contains 156197 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229024.000000 Penalty: 79126.429688
Iteration 463Q: 24 clusters Score -1.47229e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108208 members 
Mstep: Class 4 contains 164970 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119760 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35793 members 
Mstep: Class 12 contains 122704 members 
Mstep: Class 13 contains 26233 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38968 members 
Mstep: Class 16 contains 107849 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35783 members 
Mstep: Class 19 contains 156181 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229056.000000 Penalty: 79126.429688
Iteration 464Q: 24 clusters Score -1.472291e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108202 members 
Mstep: Class 4 contains 164973 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 41185 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119763 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35796 members 
Mstep: Class 12 contains 122706 members 
Mstep: Class 13 contains 26233 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38967 members 
Mstep: Class 16 contains 107852 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35788 members 
Mstep: Class 19 contains 156168 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229072.000000 Penalty: 79126.429688
Iteration 465Q: 24 clusters Score -1.472291e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108204 members 
Mstep: Class 4 contains 164978 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 41185 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119763 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35794 members 
Mstep: Class 12 contains 122706 members 
Mstep: Class 13 contains 26234 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38971 members 
Mstep: Class 16 contains 107853 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35794 members 
Mstep: Class 19 contains 156153 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229088.000000 Penalty: 79126.429688
Iteration 466Q: 24 clusters Score -1.472291e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108202 members 
Mstep: Class 4 contains 164986 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 41183 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119767 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35792 members 
Mstep: Class 12 contains 122698 members 
Mstep: Class 13 contains 26233 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38972 members 
Mstep: Class 16 contains 107854 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35799 members 
Mstep: Class 19 contains 156153 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229040.000000 Penalty: 79126.429688
Iteration 467Q: 24 clusters Score -1.47229e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108202 members 
Mstep: Class 4 contains 164990 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41179 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119773 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35790 members 
Mstep: Class 12 contains 122694 members 
Mstep: Class 13 contains 26234 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38972 members 
Mstep: Class 16 contains 107856 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35798 members 
Mstep: Class 19 contains 156154 members 
Mstep: Class 20 contains 7586 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229040.000000 Penalty: 79126.429688
Iteration 468Q: 24 clusters Score -1.47229e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 164995 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41176 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119780 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35788 members 
Mstep: Class 12 contains 122693 members 
Mstep: Class 13 contains 26230 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38973 members 
Mstep: Class 16 contains 107858 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35798 members 
Mstep: Class 19 contains 156157 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229040.000000 Penalty: 79126.429688
Iteration 469Q: 24 clusters Score -1.47229e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108205 members 
Mstep: Class 4 contains 164993 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41173 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119782 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35787 members 
Mstep: Class 12 contains 122695 members 
Mstep: Class 13 contains 26228 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38971 members 
Mstep: Class 16 contains 107859 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35803 members 
Mstep: Class 19 contains 156154 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229072.000000 Penalty: 79126.429688
Iteration 470Q: 24 clusters Score -1.472291e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108203 members 
Mstep: Class 4 contains 164993 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41173 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119787 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35785 members 
Mstep: Class 12 contains 122693 members 
Mstep: Class 13 contains 26227 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38970 members 
Mstep: Class 16 contains 107855 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35806 members 
Mstep: Class 19 contains 156158 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229072.000000 Penalty: 79126.429688
Iteration 471Q: 24 clusters Score -1.472291e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 164996 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41171 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119789 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35783 members 
Mstep: Class 12 contains 122691 members 
Mstep: Class 13 contains 26227 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38969 members 
Mstep: Class 16 contains 107855 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35807 members 
Mstep: Class 19 contains 156163 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229168.000000 Penalty: 79126.429688
Iteration 472Q: 24 clusters Score -1.472292e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 164993 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 41172 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119789 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35783 members 
Mstep: Class 12 contains 122695 members 
Mstep: Class 13 contains 26227 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38967 members 
Mstep: Class 16 contains 107858 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35810 members 
Mstep: Class 19 contains 156155 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229056.000000 Penalty: 79126.429688
Iteration 473Q: 24 clusters Score -1.472291e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108206 members 
Mstep: Class 4 contains 164987 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41170 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119781 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35782 members 
Mstep: Class 12 contains 122691 members 
Mstep: Class 13 contains 26227 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38964 members 
Mstep: Class 16 contains 107864 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35812 members 
Mstep: Class 19 contains 156163 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147228976.000000 Penalty: 79126.429688
Iteration 474Q: 24 clusters Score -1.47229e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108207 members 
Mstep: Class 4 contains 164990 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41169 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119778 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35780 members 
Mstep: Class 12 contains 122690 members 
Mstep: Class 13 contains 26228 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107869 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35814 members 
Mstep: Class 19 contains 156162 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229024.000000 Penalty: 79126.429688
Iteration 475Q: 24 clusters Score -1.47229e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108203 members 
Mstep: Class 4 contains 164995 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41168 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119780 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35779 members 
Mstep: Class 12 contains 122687 members 
Mstep: Class 13 contains 26227 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107873 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35817 members 
Mstep: Class 19 contains 156158 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229040.000000 Penalty: 79126.429688
Iteration 476Q: 24 clusters Score -1.47229e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 164995 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41169 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119784 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35779 members 
Mstep: Class 12 contains 122681 members 
Mstep: Class 13 contains 26227 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107880 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35820 members 
Mstep: Class 19 contains 156152 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229072.000000 Penalty: 79126.429688
Iteration 477Q: 24 clusters Score -1.472291e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 164994 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41170 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119778 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35779 members 
Mstep: Class 12 contains 122678 members 
Mstep: Class 13 contains 26226 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107884 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35821 members 
Mstep: Class 19 contains 156158 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147229072.000000 Penalty: 79126.429688
Iteration 478Q: 24 clusters Score -1.472291e+08 nChanged 29
Entering ConstructFrom: 
Score: -147229072.000000 Penalty: 79126.429688
Entering ConstructFrom: 
Trying to split cluster 1 (80399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Entering Unmasked Estep 
Score: -11433735.000000 Penalty: 2801.099609
	Iteration 0F: 2 clusters Score -1.143374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -11379925.000000 Penalty: 5602.199219
	Iteration 0F: 3 clusters Score -1.137992e+07 nChanged 37771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -11401017.000000 Penalty: 5602.199219
	Iteration 1F: 3 clusters Score -1.140102e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -11401766.000000 Penalty: 5602.199219
	Iteration 2Q: 3 clusters Score -1.140177e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -11402542.000000 Penalty: 5602.199219
	Iteration 3Q: 3 clusters Score -1.140254e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -11403588.000000 Penalty: 5602.199219
	Iteration 4Q: 3 clusters Score -1.140359e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -11405035.000000 Penalty: 5602.199219
	Iteration 5Q: 3 clusters Score -1.140504e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -11406892.000000 Penalty: 5602.199219
	Iteration 6Q: 3 clusters Score -1.140689e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -11409701.000000 Penalty: 5602.199219
	Iteration 7F: 3 clusters Score -1.14097e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -11413258.000000 Penalty: 5602.199219
	Iteration 8F: 3 clusters Score -1.141326e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -11417197.000000 Penalty: 5602.199219
	Iteration 9F: 3 clusters Score -1.14172e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -11420879.000000 Penalty: 5602.199219
	Iteration 10F: 3 clusters Score -1.142088e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -11424058.000000 Penalty: 5602.199219
	Iteration 11Q: 3 clusters Score -1.142406e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -11426501.000000 Penalty: 5602.199219
	Iteration 12Q: 3 clusters Score -1.14265e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -11428153.000000 Penalty: 5602.199219
	Iteration 13Q: 3 clusters Score -1.142815e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -11429247.000000 Penalty: 5602.199219
	Iteration 14Q: 3 clusters Score -1.142925e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -11429932.000000 Penalty: 5602.199219
	Iteration 15Q: 3 clusters Score -1.142993e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -11430403.000000 Penalty: 5602.199219
	Iteration 16Q: 3 clusters Score -1.14304e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11430657.000000 Penalty: 5602.199219
	Iteration 17Q: 3 clusters Score -1.143066e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11430851.000000 Penalty: 5602.199219
	Iteration 18Q: 3 clusters Score -1.143085e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11430973.000000 Penalty: 5602.199219
	Iteration 19Q: 3 clusters Score -1.143097e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79705 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11431069.000000 Penalty: 5602.199219
	Iteration 20F: 3 clusters Score -1.143107e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11431117.000000 Penalty: 5602.199219
	Iteration 21Q: 3 clusters Score -1.143112e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -11431154.000000 Penalty: 5602.199219
	Iteration 22Q: 3 clusters Score -1.143115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11431181.000000 Penalty: 5602.199219
	Iteration 23Q: 3 clusters Score -1.143118e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11431202.000000 Penalty: 5602.199219
	Iteration 24Q: 3 clusters Score -1.14312e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11431211.000000 Penalty: 5602.199219
	Iteration 25Q: 3 clusters Score -1.143121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79905 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11431219.000000 Penalty: 5602.199219
	Iteration 26Q: 3 clusters Score -1.143122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11431234.000000 Penalty: 5602.199219
	Iteration 27Q: 3 clusters Score -1.143123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11431241.000000 Penalty: 5602.199219
	Iteration 28Q: 3 clusters Score -1.143124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11431242.000000 Penalty: 5602.199219
	Iteration 29Q: 3 clusters Score -1.143124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11431262.000000 Penalty: 5602.199219
	Iteration 30Q: 3 clusters Score -1.143126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11431270.000000 Penalty: 5602.199219
	Iteration 31Q: 3 clusters Score -1.143127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11431270.000000 Penalty: 5602.199219
	Iteration 32Q: 3 clusters Score -1.143127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11431271.000000 Penalty: 5602.199219
	Iteration 33Q: 3 clusters Score -1.143127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79957 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11431272.000000 Penalty: 5602.199219
	Iteration 34Q: 3 clusters Score -1.143127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11431279.000000 Penalty: 5602.199219
	Iteration 35Q: 3 clusters Score -1.143128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11431282.000000 Penalty: 5602.199219
	Iteration 36Q: 3 clusters Score -1.143128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11431289.000000 Penalty: 5602.199219
	Iteration 37Q: 3 clusters Score -1.143129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11431289.000000 Penalty: 5602.199219
	Iteration 38Q: 3 clusters Score -1.143129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11431305.000000 Penalty: 5602.199219
	Iteration 39Q: 3 clusters Score -1.14313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11431293.000000 Penalty: 5602.199219
	Iteration 40F: 3 clusters Score -1.143129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11431289.000000 Penalty: 5602.199219
	Iteration 41Q: 3 clusters Score -1.143129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11431289.000000 Penalty: 5602.199219
	Iteration 42F: 3 clusters Score -1.143129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -26374.082031 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -26374.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25304.402344 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -25304.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25385.718750 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -25385.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25451.150391 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -25451.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25475.529297 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -25475.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25484.468750 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -25484.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25485.789062 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -25485.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25485.789062 Penalty: 2663.836426
	Iteration 6F: 3 clusters Score -25485.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108200 members 
Entering Unmasked Estep 
Score: -15400012.000000 Penalty: 2874.750732
	Iteration 0F: 2 clusters Score -1.540001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -15329201.000000 Penalty: 5749.501465
	Iteration 0F: 3 clusters Score -1.53292e+07 nChanged 51418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -15358138.000000 Penalty: 5749.501465
	Iteration 1F: 3 clusters Score -1.535814e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -15359144.000000 Penalty: 5749.501465
	Iteration 2Q: 3 clusters Score -1.535914e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -15361024.000000 Penalty: 5749.501465
	Iteration 3Q: 3 clusters Score -1.536102e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -15364366.000000 Penalty: 5749.501465
	Iteration 4F: 3 clusters Score -1.536437e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -15370309.000000 Penalty: 5749.501465
	Iteration 5F: 3 clusters Score -1.537031e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 84662 members 
Entering Unmasked Estep 
Score: -15378600.000000 Penalty: 5749.501465
	Iteration 6F: 3 clusters Score -1.53786e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -15386685.000000 Penalty: 5749.501465
	Iteration 7F: 3 clusters Score -1.538668e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 99682 members 
Entering Unmasked Estep 
Score: -15391983.000000 Penalty: 5749.501465
	Iteration 8F: 3 clusters Score -1.539198e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 103093 members 
Entering Unmasked Estep 
Score: -15394791.000000 Penalty: 5749.501465
	Iteration 9Q: 3 clusters Score -1.539479e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 104936 members 
Entering Unmasked Estep 
Score: -15396444.000000 Penalty: 5749.501465
	Iteration 10Q: 3 clusters Score -1.539644e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 105841 members 
Entering Unmasked Estep 
Score: -15397553.000000 Penalty: 5749.501465
	Iteration 11Q: 3 clusters Score -1.539755e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 106217 members 
Entering Unmasked Estep 
Score: -15398213.000000 Penalty: 5749.501465
	Iteration 12Q: 3 clusters Score -1.539821e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 106385 members 
Entering Unmasked Estep 
Score: -15398538.000000 Penalty: 5749.501465
	Iteration 13Q: 3 clusters Score -1.539854e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 106444 members 
Entering Unmasked Estep 
Score: -15398747.000000 Penalty: 5749.501465
	Iteration 14Q: 3 clusters Score -1.539875e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -15398879.000000 Penalty: 5749.501465
	Iteration 15Q: 3 clusters Score -1.539888e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 106456 members 
Entering Unmasked Estep 
Score: -15398971.000000 Penalty: 5749.501465
	Iteration 16Q: 3 clusters Score -1.539897e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 106449 members 
Entering Unmasked Estep 
Score: -15399047.000000 Penalty: 5749.501465
	Iteration 17Q: 3 clusters Score -1.539905e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 106425 members 
Entering Unmasked Estep 
Score: -15399109.000000 Penalty: 5749.501465
	Iteration 18Q: 3 clusters Score -1.539911e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -15399215.000000 Penalty: 5749.501465
	Iteration 19Q: 3 clusters Score -1.539922e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -15399299.000000 Penalty: 5749.501465
	Iteration 20F: 3 clusters Score -1.53993e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
Score: -15399371.000000 Penalty: 5749.501465
	Iteration 21Q: 3 clusters Score -1.539937e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 106157 members 
Entering Unmasked Estep 
Score: -15399445.000000 Penalty: 5749.501465
	Iteration 22Q: 3 clusters Score -1.539944e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 106061 members 
Entering Unmasked Estep 
Score: -15399520.000000 Penalty: 5749.501465
	Iteration 23Q: 3 clusters Score -1.539952e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 105967 members 
Entering Unmasked Estep 
Score: -15399586.000000 Penalty: 5749.501465
	Iteration 24Q: 3 clusters Score -1.539959e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -15399685.000000 Penalty: 5749.501465
	Iteration 25Q: 3 clusters Score -1.539968e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -15399731.000000 Penalty: 5749.501465
	Iteration 26Q: 3 clusters Score -1.539973e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 105711 members 
Entering Unmasked Estep 
Score: -15399798.000000 Penalty: 5749.501465
	Iteration 27Q: 3 clusters Score -1.53998e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 105653 members 
Entering Unmasked Estep 
Score: -15399849.000000 Penalty: 5749.501465
	Iteration 28Q: 3 clusters Score -1.539985e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -15399874.000000 Penalty: 5749.501465
	Iteration 29Q: 3 clusters Score -1.539987e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -15399907.000000 Penalty: 5749.501465
	Iteration 30Q: 3 clusters Score -1.539991e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -15399980.000000 Penalty: 5749.501465
	Iteration 31Q: 3 clusters Score -1.539998e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 105379 members 
Entering Unmasked Estep 
Score: -15399988.000000 Penalty: 5749.501465
	Iteration 32Q: 3 clusters Score -1.539999e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 105328 members 
Entering Unmasked Estep 
Score: -15400045.000000 Penalty: 5749.501465
	Iteration 33Q: 3 clusters Score -1.540004e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 105298 members 
Entering Unmasked Estep 
Score: -15400064.000000 Penalty: 5749.501465
	Iteration 34Q: 3 clusters Score -1.540006e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 105273 members 
Entering Unmasked Estep 
Score: -15400063.000000 Penalty: 5749.501465
	Iteration 35Q: 3 clusters Score -1.540006e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 105246 members 
Entering Unmasked Estep 
Score: -15400053.000000 Penalty: 5749.501465
	Iteration 36Q: 3 clusters Score -1.540005e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
Score: -15400048.000000 Penalty: 5749.501465
	Iteration 37Q: 3 clusters Score -1.540005e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 105196 members 
Entering Unmasked Estep 
Score: -15400045.000000 Penalty: 5749.501465
	Iteration 38Q: 3 clusters Score -1.540004e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 105173 members 
Entering Unmasked Estep 
Score: -15400065.000000 Penalty: 5749.501465
	Iteration 39Q: 3 clusters Score -1.540006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 105158 members 
Entering Unmasked Estep 
Score: -15400058.000000 Penalty: 5749.501465
	Iteration 40F: 3 clusters Score -1.540006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 105150 members 
Entering Unmasked Estep 
Score: -15400047.000000 Penalty: 5749.501465
	Iteration 41Q: 3 clusters Score -1.540005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 105139 members 
Entering Unmasked Estep 
Score: -15400057.000000 Penalty: 5749.501465
	Iteration 42Q: 3 clusters Score -1.540006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 105132 members 
Entering Unmasked Estep 
Score: -15400067.000000 Penalty: 5749.501465
	Iteration 43Q: 3 clusters Score -1.540007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
Score: -15400061.000000 Penalty: 5749.501465
	Iteration 44Q: 3 clusters Score -1.540006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -15400057.000000 Penalty: 5749.501465
	Iteration 45Q: 3 clusters Score -1.540006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -15400074.000000 Penalty: 5749.501465
	Iteration 46Q: 3 clusters Score -1.540007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 105097 members 
Entering Unmasked Estep 
Score: -15400095.000000 Penalty: 5749.501465
	Iteration 47Q: 3 clusters Score -1.54001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 105088 members 
Entering Unmasked Estep 
Score: -15400094.000000 Penalty: 5749.501465
	Iteration 48Q: 3 clusters Score -1.540009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -15400091.000000 Penalty: 5749.501465
	Iteration 49Q: 3 clusters Score -1.540009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -15400115.000000 Penalty: 5749.501465
	Iteration 50Q: 3 clusters Score -1.540012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 105052 members 
Entering Unmasked Estep 
Score: -15400123.000000 Penalty: 5749.501465
	Iteration 51Q: 3 clusters Score -1.540012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -15400130.000000 Penalty: 5749.501465
	Iteration 52Q: 3 clusters Score -1.540013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -15400121.000000 Penalty: 5749.501465
	Iteration 53Q: 3 clusters Score -1.540012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 105025 members 
Entering Unmasked Estep 
Score: -15400128.000000 Penalty: 5749.501465
	Iteration 54Q: 3 clusters Score -1.540013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 105016 members 
Entering Unmasked Estep 
Score: -15400131.000000 Penalty: 5749.501465
	Iteration 55Q: 3 clusters Score -1.540013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -15400134.000000 Penalty: 5749.501465
	Iteration 56Q: 3 clusters Score -1.540013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -15400147.000000 Penalty: 5749.501465
	Iteration 57Q: 3 clusters Score -1.540015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -15400149.000000 Penalty: 5749.501465
	Iteration 58Q: 3 clusters Score -1.540015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 104998 members 
Entering Unmasked Estep 
Score: -15400134.000000 Penalty: 5749.501465
	Iteration 59Q: 3 clusters Score -1.540013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 104996 members 
Entering Unmasked Estep 
Score: -15400134.000000 Penalty: 5749.501465
	Iteration 60F: 3 clusters Score -1.540013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 104989 members 
Entering Unmasked Estep 
Score: -15400128.000000 Penalty: 5749.501465
	Iteration 61Q: 3 clusters Score -1.540013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -15400147.000000 Penalty: 5749.501465
	Iteration 62Q: 3 clusters Score -1.540015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -15400132.000000 Penalty: 5749.501465
	Iteration 63Q: 3 clusters Score -1.540013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -15400124.000000 Penalty: 5749.501465
	Iteration 64Q: 3 clusters Score -1.540012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -15400128.000000 Penalty: 5749.501465
	Iteration 65Q: 3 clusters Score -1.540013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 104954 members 
Entering Unmasked Estep 
Score: -15400131.000000 Penalty: 5749.501465
	Iteration 66Q: 3 clusters Score -1.540013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 104954 members 
Entering Unmasked Estep 
Score: -15400131.000000 Penalty: 5749.501465
	Iteration 67F: 3 clusters Score -1.540013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 3246 members 
Mstep: Class 4 contains 164998 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41170 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119775 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35779 members 
Mstep: Class 12 contains 122676 members 
Mstep: Class 13 contains 26226 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107884 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35821 members 
Mstep: Class 19 contains 156160 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Mstep: Class 24 contains 104954 members 
Entering Unmasked Estep 
Score: -147228352.000000 Penalty: 82566.710938
Splitting cluster 3 changes total score from -147229072.000000 to -147228352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (164998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164998 members 
Entering Unmasked Estep 
Score: -23128386.000000 Penalty: 2979.394775
	Iteration 0F: 2 clusters Score -2.312839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -23023948.000000 Penalty: 5958.789551
	Iteration 0F: 3 clusters Score -2.302395e+07 nChanged 78997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -23069452.000000 Penalty: 5958.789551
	Iteration 1F: 3 clusters Score -2.306945e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 83038 members 
Entering Unmasked Estep 
Score: -23070078.000000 Penalty: 5958.789551
	Iteration 2Q: 3 clusters Score -2.307008e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -23070636.000000 Penalty: 5958.789551
	Iteration 3Q: 3 clusters Score -2.307064e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 82839 members 
Entering Unmasked Estep 
Score: -23071650.000000 Penalty: 5958.789551
	Iteration 4Q: 3 clusters Score -2.307165e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -23072768.000000 Penalty: 5958.789551
	Iteration 5Q: 3 clusters Score -2.307277e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -23074086.000000 Penalty: 5958.789551
	Iteration 6Q: 3 clusters Score -2.307409e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -23076374.000000 Penalty: 5958.789551
	Iteration 7Q: 3 clusters Score -2.307637e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 82172 members 
Entering Unmasked Estep 
Score: -23080266.000000 Penalty: 5958.789551
	Iteration 8Q: 3 clusters Score -2.308027e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -23086630.000000 Penalty: 5958.789551
	Iteration 9F: 3 clusters Score -2.308663e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -23094816.000000 Penalty: 5958.789551
	Iteration 10F: 3 clusters Score -2.309482e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
Score: -23102018.000000 Penalty: 5958.789551
	Iteration 11F: 3 clusters Score -2.310202e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -23105872.000000 Penalty: 5958.789551
	Iteration 12F: 3 clusters Score -2.310587e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -23107376.000000 Penalty: 5958.789551
	Iteration 13Q: 3 clusters Score -2.310738e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -23108042.000000 Penalty: 5958.789551
	Iteration 14Q: 3 clusters Score -2.310804e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -23108710.000000 Penalty: 5958.789551
	Iteration 15Q: 3 clusters Score -2.310871e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -23109182.000000 Penalty: 5958.789551
	Iteration 16Q: 3 clusters Score -2.310918e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90761 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -23109784.000000 Penalty: 5958.789551
	Iteration 17Q: 3 clusters Score -2.310978e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -23110344.000000 Penalty: 5958.789551
	Iteration 18Q: 3 clusters Score -2.311034e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -23111136.000000 Penalty: 5958.789551
	Iteration 19Q: 3 clusters Score -2.311114e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -23111812.000000 Penalty: 5958.789551
	Iteration 20F: 3 clusters Score -2.311181e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -23112702.000000 Penalty: 5958.789551
	Iteration 21Q: 3 clusters Score -2.31127e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -23113684.000000 Penalty: 5958.789551
	Iteration 22Q: 3 clusters Score -2.311368e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -23114838.000000 Penalty: 5958.789551
	Iteration 23Q: 3 clusters Score -2.311484e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109565 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -23116122.000000 Penalty: 5958.789551
	Iteration 24Q: 3 clusters Score -2.311612e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113197 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -23117474.000000 Penalty: 5958.789551
	Iteration 25Q: 3 clusters Score -2.311747e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116818 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -23119036.000000 Penalty: 5958.789551
	Iteration 26Q: 3 clusters Score -2.311904e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120450 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -23120712.000000 Penalty: 5958.789551
	Iteration 27Q: 3 clusters Score -2.312071e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124042 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -23122098.000000 Penalty: 5958.789551
	Iteration 28Q: 3 clusters Score -2.31221e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -23123660.000000 Penalty: 5958.789551
	Iteration 29Q: 3 clusters Score -2.312366e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130976 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -23125076.000000 Penalty: 5958.789551
	Iteration 30Q: 3 clusters Score -2.312508e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134075 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -23126246.000000 Penalty: 5958.789551
	Iteration 31Q: 3 clusters Score -2.312625e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136992 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -23127316.000000 Penalty: 5958.789551
	Iteration 32Q: 3 clusters Score -2.312732e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139613 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -23128194.000000 Penalty: 5958.789551
	Iteration 33Q: 3 clusters Score -2.312819e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141896 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -23128886.000000 Penalty: 5958.789551
	Iteration 34Q: 3 clusters Score -2.312889e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143857 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -23129220.000000 Penalty: 5958.789551
	Iteration 35Q: 3 clusters Score -2.312922e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145520 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -23129454.000000 Penalty: 5958.789551
	Iteration 36Q: 3 clusters Score -2.312945e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146971 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -23129568.000000 Penalty: 5958.789551
	Iteration 37Q: 3 clusters Score -2.312957e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148251 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -23129676.000000 Penalty: 5958.789551
	Iteration 38Q: 3 clusters Score -2.312968e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149358 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -23129702.000000 Penalty: 5958.789551
	Iteration 39Q: 3 clusters Score -2.31297e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150299 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -23129760.000000 Penalty: 5958.789551
	Iteration 40F: 3 clusters Score -2.312976e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151388 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -23129902.000000 Penalty: 5958.789551
	Iteration 41Q: 3 clusters Score -2.31299e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152420 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -23129838.000000 Penalty: 5958.789551
	Iteration 42Q: 3 clusters Score -2.312984e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153372 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -23129666.000000 Penalty: 5958.789551
	Iteration 43Q: 3 clusters Score -2.312967e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154257 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -23129578.000000 Penalty: 5958.789551
	Iteration 44Q: 3 clusters Score -2.312958e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -23129452.000000 Penalty: 5958.789551
	Iteration 45Q: 3 clusters Score -2.312945e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155765 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -23129312.000000 Penalty: 5958.789551
	Iteration 46Q: 3 clusters Score -2.312931e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156389 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -23129164.000000 Penalty: 5958.789551
	Iteration 47Q: 3 clusters Score -2.312916e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -23128994.000000 Penalty: 5958.789551
	Iteration 48Q: 3 clusters Score -2.312899e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157409 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -23128870.000000 Penalty: 5958.789551
	Iteration 49Q: 3 clusters Score -2.312887e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157823 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -23128710.000000 Penalty: 5958.789551
	Iteration 50Q: 3 clusters Score -2.312871e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -23128732.000000 Penalty: 5958.789551
	Iteration 51Q: 3 clusters Score -2.312873e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158485 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -23128572.000000 Penalty: 5958.789551
	Iteration 52Q: 3 clusters Score -2.312857e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158777 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -23128492.000000 Penalty: 5958.789551
	Iteration 53Q: 3 clusters Score -2.312849e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159011 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -23128424.000000 Penalty: 5958.789551
	Iteration 54Q: 3 clusters Score -2.312842e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159223 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -23128412.000000 Penalty: 5958.789551
	Iteration 55Q: 3 clusters Score -2.312841e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159415 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -23128360.000000 Penalty: 5958.789551
	Iteration 56Q: 3 clusters Score -2.312836e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159588 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -23128326.000000 Penalty: 5958.789551
	Iteration 57Q: 3 clusters Score -2.312833e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159732 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -23128310.000000 Penalty: 5958.789551
	Iteration 58Q: 3 clusters Score -2.312831e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159880 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -23128252.000000 Penalty: 5958.789551
	Iteration 59Q: 3 clusters Score -2.312825e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160014 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -23128182.000000 Penalty: 5958.789551
	Iteration 60F: 3 clusters Score -2.312818e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160136 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -23128162.000000 Penalty: 5958.789551
	Iteration 61Q: 3 clusters Score -2.312816e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160239 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -23128078.000000 Penalty: 5958.789551
	Iteration 62Q: 3 clusters Score -2.312808e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160333 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -23128044.000000 Penalty: 5958.789551
	Iteration 63Q: 3 clusters Score -2.312804e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160427 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -23127992.000000 Penalty: 5958.789551
	Iteration 64Q: 3 clusters Score -2.312799e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160514 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -23127958.000000 Penalty: 5958.789551
	Iteration 65Q: 3 clusters Score -2.312796e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160601 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -23127948.000000 Penalty: 5958.789551
	Iteration 66Q: 3 clusters Score -2.312795e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160689 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -23127946.000000 Penalty: 5958.789551
	Iteration 67Q: 3 clusters Score -2.312795e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160756 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -23127924.000000 Penalty: 5958.789551
	Iteration 68Q: 3 clusters Score -2.312792e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160818 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -23127950.000000 Penalty: 5958.789551
	Iteration 69Q: 3 clusters Score -2.312795e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160872 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -23127926.000000 Penalty: 5958.789551
	Iteration 70Q: 3 clusters Score -2.312793e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160914 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -23127900.000000 Penalty: 5958.789551
	Iteration 71Q: 3 clusters Score -2.31279e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160954 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -23127852.000000 Penalty: 5958.789551
	Iteration 72Q: 3 clusters Score -2.312785e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161000 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -23127830.000000 Penalty: 5958.789551
	Iteration 73Q: 3 clusters Score -2.312783e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161045 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -23127844.000000 Penalty: 5958.789551
	Iteration 74Q: 3 clusters Score -2.312784e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161085 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -23127864.000000 Penalty: 5958.789551
	Iteration 75Q: 3 clusters Score -2.312786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161110 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -23127840.000000 Penalty: 5958.789551
	Iteration 76Q: 3 clusters Score -2.312784e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161137 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -23127852.000000 Penalty: 5958.789551
	Iteration 77Q: 3 clusters Score -2.312785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161167 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -23127838.000000 Penalty: 5958.789551
	Iteration 78Q: 3 clusters Score -2.312784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161201 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -23127816.000000 Penalty: 5958.789551
	Iteration 79Q: 3 clusters Score -2.312782e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161236 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -23127810.000000 Penalty: 5958.789551
	Iteration 80F: 3 clusters Score -2.312781e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161278 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -23127772.000000 Penalty: 5958.789551
	Iteration 81Q: 3 clusters Score -2.312777e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -23127764.000000 Penalty: 5958.789551
	Iteration 82Q: 3 clusters Score -2.312776e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161361 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -23127720.000000 Penalty: 5958.789551
	Iteration 83Q: 3 clusters Score -2.312772e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161400 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -23127720.000000 Penalty: 5958.789551
	Iteration 84Q: 3 clusters Score -2.312772e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161445 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -23127678.000000 Penalty: 5958.789551
	Iteration 85Q: 3 clusters Score -2.312768e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161481 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -23127640.000000 Penalty: 5958.789551
	Iteration 86Q: 3 clusters Score -2.312764e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161518 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -23127654.000000 Penalty: 5958.789551
	Iteration 87Q: 3 clusters Score -2.312765e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161548 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -23127682.000000 Penalty: 5958.789551
	Iteration 88Q: 3 clusters Score -2.312768e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161584 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -23127690.000000 Penalty: 5958.789551
	Iteration 89Q: 3 clusters Score -2.312769e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161617 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -23127696.000000 Penalty: 5958.789551
	Iteration 90Q: 3 clusters Score -2.31277e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161649 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -23127672.000000 Penalty: 5958.789551
	Iteration 91Q: 3 clusters Score -2.312767e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161672 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -23127674.000000 Penalty: 5958.789551
	Iteration 92Q: 3 clusters Score -2.312767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161697 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -23127630.000000 Penalty: 5958.789551
	Iteration 93Q: 3 clusters Score -2.312763e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161721 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -23127600.000000 Penalty: 5958.789551
	Iteration 94Q: 3 clusters Score -2.31276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161746 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -23127610.000000 Penalty: 5958.789551
	Iteration 95Q: 3 clusters Score -2.312761e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161776 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -23127598.000000 Penalty: 5958.789551
	Iteration 96Q: 3 clusters Score -2.31276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161809 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -23127596.000000 Penalty: 5958.789551
	Iteration 97Q: 3 clusters Score -2.31276e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161839 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -23127580.000000 Penalty: 5958.789551
	Iteration 98Q: 3 clusters Score -2.312758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161870 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -23127570.000000 Penalty: 5958.789551
	Iteration 99Q: 3 clusters Score -2.312757e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161901 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -23127526.000000 Penalty: 5958.789551
	Iteration 100F: 3 clusters Score -2.312753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161920 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -23127506.000000 Penalty: 5958.789551
	Iteration 101Q: 3 clusters Score -2.312751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161934 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -23127524.000000 Penalty: 5958.789551
	Iteration 102Q: 3 clusters Score -2.312752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161948 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -23127506.000000 Penalty: 5958.789551
	Iteration 103Q: 3 clusters Score -2.312751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161965 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -23127488.000000 Penalty: 5958.789551
	Iteration 104Q: 3 clusters Score -2.312749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161976 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -23127480.000000 Penalty: 5958.789551
	Iteration 105Q: 3 clusters Score -2.312748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161988 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -23127476.000000 Penalty: 5958.789551
	Iteration 106Q: 3 clusters Score -2.312748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161993 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -23127466.000000 Penalty: 5958.789551
	Iteration 107Q: 3 clusters Score -2.312747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161999 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -23127464.000000 Penalty: 5958.789551
	Iteration 108Q: 3 clusters Score -2.312746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162007 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -23127476.000000 Penalty: 5958.789551
	Iteration 109Q: 3 clusters Score -2.312748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162015 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -23127462.000000 Penalty: 5958.789551
	Iteration 110Q: 3 clusters Score -2.312746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162026 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -23127464.000000 Penalty: 5958.789551
	Iteration 111Q: 3 clusters Score -2.312746e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162044 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -23127458.000000 Penalty: 5958.789551
	Iteration 112Q: 3 clusters Score -2.312746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162056 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -23127438.000000 Penalty: 5958.789551
	Iteration 113Q: 3 clusters Score -2.312744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162068 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -23127468.000000 Penalty: 5958.789551
	Iteration 114Q: 3 clusters Score -2.312747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162075 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -23127470.000000 Penalty: 5958.789551
	Iteration 115Q: 3 clusters Score -2.312747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162080 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -23127466.000000 Penalty: 5958.789551
	Iteration 116Q: 3 clusters Score -2.312747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162090 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -23127472.000000 Penalty: 5958.789551
	Iteration 117Q: 3 clusters Score -2.312747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162104 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -23127448.000000 Penalty: 5958.789551
	Iteration 118Q: 3 clusters Score -2.312745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162121 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -23127456.000000 Penalty: 5958.789551
	Iteration 119Q: 3 clusters Score -2.312746e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162137 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -23127454.000000 Penalty: 5958.789551
	Iteration 120F: 3 clusters Score -2.312745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162152 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -23127452.000000 Penalty: 5958.789551
	Iteration 121Q: 3 clusters Score -2.312745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162161 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -23127462.000000 Penalty: 5958.789551
	Iteration 122Q: 3 clusters Score -2.312746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162169 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -23127468.000000 Penalty: 5958.789551
	Iteration 123Q: 3 clusters Score -2.312747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162175 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -23127464.000000 Penalty: 5958.789551
	Iteration 124Q: 3 clusters Score -2.312746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162179 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -23127462.000000 Penalty: 5958.789551
	Iteration 125Q: 3 clusters Score -2.312746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162180 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -23127476.000000 Penalty: 5958.789551
	Iteration 126Q: 3 clusters Score -2.312748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -23127480.000000 Penalty: 5958.789551
	Iteration 127Q: 3 clusters Score -2.312748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162185 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -23127462.000000 Penalty: 5958.789551
	Iteration 128Q: 3 clusters Score -2.312746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162187 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -23127460.000000 Penalty: 5958.789551
	Iteration 129Q: 3 clusters Score -2.312746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162189 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -23127460.000000 Penalty: 5958.789551
	Iteration 130Q: 3 clusters Score -2.312746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162191 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -23127460.000000 Penalty: 5958.789551
	Iteration 131Q: 3 clusters Score -2.312746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162193 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -23127452.000000 Penalty: 5958.789551
	Iteration 132Q: 3 clusters Score -2.312745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162194 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -23127460.000000 Penalty: 5958.789551
	Iteration 133Q: 3 clusters Score -2.312746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162196 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -23127464.000000 Penalty: 5958.789551
	Iteration 134Q: 3 clusters Score -2.312746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162198 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -23127452.000000 Penalty: 5958.789551
	Iteration 135Q: 3 clusters Score -2.312745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162201 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -23127452.000000 Penalty: 5958.789551
	Iteration 136Q: 3 clusters Score -2.312745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -23127454.000000 Penalty: 5958.789551
	Iteration 137Q: 3 clusters Score -2.312745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -23127454.000000 Penalty: 5958.789551
	Iteration 138F: 3 clusters Score -2.312745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Entering Unmasked Estep 
Score: -751271.187500 Penalty: 2128.997070
	Iteration 0F: 2 clusters Score -751271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -746524.687500 Penalty: 4257.994141
	Iteration 0F: 3 clusters Score -746524.7 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -747652.562500 Penalty: 4257.994141
	Iteration 1F: 3 clusters Score -747652.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -747916.750000 Penalty: 4257.994141
	Iteration 2F: 3 clusters Score -747916.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -748303.625000 Penalty: 4257.994141
	Iteration 3F: 3 clusters Score -748303.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -748687.312500 Penalty: 4257.994141
	Iteration 4F: 3 clusters Score -748687.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -749055.562500 Penalty: 4257.994141
	Iteration 5F: 3 clusters Score -749055.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -749492.062500 Penalty: 4257.994141
	Iteration 6F: 3 clusters Score -749492.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -749967.875000 Penalty: 4257.994141
	Iteration 7F: 3 clusters Score -749967.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -750372.437500 Penalty: 4257.994141
	Iteration 8F: 3 clusters Score -750372.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -750661.187500 Penalty: 4257.994141
	Iteration 9F: 3 clusters Score -750661.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -750842.750000 Penalty: 4257.994141
	Iteration 10Q: 3 clusters Score -750842.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -750983.687500 Penalty: 4257.994141
	Iteration 11Q: 3 clusters Score -750983.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -751072.687500 Penalty: 4257.994141
	Iteration 12Q: 3 clusters Score -751072.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -751118.187500 Penalty: 4257.994141
	Iteration 13Q: 3 clusters Score -751118.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -751176.062500 Penalty: 4257.994141
	Iteration 14Q: 3 clusters Score -751176.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -751287.062500 Penalty: 4257.994141
	Iteration 15Q: 3 clusters Score -751287.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -751393.812500 Penalty: 4257.994141
	Iteration 16Q: 3 clusters Score -751393.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -751434.937500 Penalty: 4257.994141
	Iteration 17Q: 3 clusters Score -751434.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -751447.312500 Penalty: 4257.994141
	Iteration 18Q: 3 clusters Score -751447.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -751448.937500 Penalty: 4257.994141
	Iteration 19Q: 3 clusters Score -751448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -751453.187500 Penalty: 4257.994141
	Iteration 20F: 3 clusters Score -751453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -751453.687500 Penalty: 4257.994141
	Iteration 21Q: 3 clusters Score -751453.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -751455.312500 Penalty: 4257.994141
	Iteration 22Q: 3 clusters Score -751455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -751455.312500 Penalty: 4257.994141
	Iteration 23F: 3 clusters Score -751455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 164998 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 41170 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119775 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35779 members 
Mstep: Class 12 contains 122676 members 
Mstep: Class 13 contains 26226 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107884 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35821 members 
Mstep: Class 19 contains 156160 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Mstep: Class 24 contains 1024 members 
Entering Unmasked Estep 
Score: -147228192.000000 Penalty: 82566.710938
Splitting cluster 5 changes total score from -147229072.000000 to -147228192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (41170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Entering Unmasked Estep 
Score: -5882732.500000 Penalty: 2635.115479
	Iteration 0F: 2 clusters Score -5882732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -5855021.500000 Penalty: 5270.230957
	Iteration 0F: 3 clusters Score -5855022 nChanged 18745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -5865089.000000 Penalty: 5270.230957
	Iteration 1F: 3 clusters Score -5865089 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -5865526.500000 Penalty: 5270.230957
	Iteration 2Q: 3 clusters Score -5865526 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -5865960.500000 Penalty: 5270.230957
	Iteration 3Q: 3 clusters Score -5865960 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -5866489.000000 Penalty: 5270.230957
	Iteration 4Q: 3 clusters Score -5866489 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -5867141.500000 Penalty: 5270.230957
	Iteration 5Q: 3 clusters Score -5867142 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -5868280.000000 Penalty: 5270.230957
	Iteration 6F: 3 clusters Score -5868280 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -5870119.500000 Penalty: 5270.230957
	Iteration 7F: 3 clusters Score -5870120 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -5872800.000000 Penalty: 5270.230957
	Iteration 8F: 3 clusters Score -5872800 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -5875735.500000 Penalty: 5270.230957
	Iteration 9F: 3 clusters Score -5875736 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5878129.500000 Penalty: 5270.230957
	Iteration 10F: 3 clusters Score -5878130 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5879414.500000 Penalty: 5270.230957
	Iteration 11Q: 3 clusters Score -5879414 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5879946.500000 Penalty: 5270.230957
	Iteration 12Q: 3 clusters Score -5879946 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5880195.000000 Penalty: 5270.230957
	Iteration 13Q: 3 clusters Score -5880195 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5880304.500000 Penalty: 5270.230957
	Iteration 14Q: 3 clusters Score -5880304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5880342.500000 Penalty: 5270.230957
	Iteration 15Q: 3 clusters Score -5880342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5880380.000000 Penalty: 5270.230957
	Iteration 16Q: 3 clusters Score -5880380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5880397.000000 Penalty: 5270.230957
	Iteration 17Q: 3 clusters Score -5880397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5880412.500000 Penalty: 5270.230957
	Iteration 18Q: 3 clusters Score -5880412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5880424.000000 Penalty: 5270.230957
	Iteration 19Q: 3 clusters Score -5880424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5880431.000000 Penalty: 5270.230957
	Iteration 20F: 3 clusters Score -5880431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5880437.000000 Penalty: 5270.230957
	Iteration 21Q: 3 clusters Score -5880437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5880439.500000 Penalty: 5270.230957
	Iteration 22Q: 3 clusters Score -5880440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5880450.000000 Penalty: 5270.230957
	Iteration 23Q: 3 clusters Score -5880450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5880452.500000 Penalty: 5270.230957
	Iteration 24Q: 3 clusters Score -5880452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5880455.000000 Penalty: 5270.230957
	Iteration 25Q: 3 clusters Score -5880455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5880455.000000 Penalty: 5270.230957
	Iteration 26F: 3 clusters Score -5880455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -326892.687500 Penalty: 1926.491333
	Iteration 0F: 2 clusters Score -326892.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -324034.250000 Penalty: 3852.982666
	Iteration 0F: 3 clusters Score -324034.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -324592.593750 Penalty: 3852.982666
	Iteration 1F: 3 clusters Score -324592.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -324749.187500 Penalty: 3852.982666
	Iteration 2F: 3 clusters Score -324749.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -324970.500000 Penalty: 3852.982666
	Iteration 3Q: 3 clusters Score -324970.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -325291.937500 Penalty: 3852.982666
	Iteration 4Q: 3 clusters Score -325291.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -325536.656250 Penalty: 3852.982666
	Iteration 5F: 3 clusters Score -325536.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -325767.250000 Penalty: 3852.982666
	Iteration 6F: 3 clusters Score -325767.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -325963.375000 Penalty: 3852.982666
	Iteration 7F: 3 clusters Score -325963.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -326104.687500 Penalty: 3852.982666
	Iteration 8Q: 3 clusters Score -326104.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -326187.156250 Penalty: 3852.982666
	Iteration 9Q: 3 clusters Score -326187.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -326238.468750 Penalty: 3852.982666
	Iteration 10Q: 3 clusters Score -326238.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -326272.093750 Penalty: 3852.982666
	Iteration 11Q: 3 clusters Score -326272.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -326303.718750 Penalty: 3852.982666
	Iteration 12Q: 3 clusters Score -326303.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -326321.125000 Penalty: 3852.982666
	Iteration 13Q: 3 clusters Score -326321.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -326336.906250 Penalty: 3852.982666
	Iteration 14Q: 3 clusters Score -326336.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -326344.125000 Penalty: 3852.982666
	Iteration 15Q: 3 clusters Score -326344.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -326349.031250 Penalty: 3852.982666
	Iteration 16Q: 3 clusters Score -326349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -326351.562500 Penalty: 3852.982666
	Iteration 17Q: 3 clusters Score -326351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -326351.843750 Penalty: 3852.982666
	Iteration 18Q: 3 clusters Score -326351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -326353.625000 Penalty: 3852.982666
	Iteration 19Q: 3 clusters Score -326353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -326353.906250 Penalty: 3852.982666
	Iteration 20F: 3 clusters Score -326353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -326355.093750 Penalty: 3852.982666
	Iteration 21Q: 3 clusters Score -326355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -326355.906250 Penalty: 3852.982666
	Iteration 22Q: 3 clusters Score -326355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -326355.906250 Penalty: 3852.982666
	Iteration 23F: 3 clusters Score -326355.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (119775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119775 members 
Entering Unmasked Estep 
Score: -17069002.000000 Penalty: 2899.955811
	Iteration 0F: 2 clusters Score -1.7069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -16989876.000000 Penalty: 5799.911621
	Iteration 0F: 3 clusters Score -1.698988e+07 nChanged 56782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -17022252.000000 Penalty: 5799.911621
	Iteration 1F: 3 clusters Score -1.702225e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -17022850.000000 Penalty: 5799.911621
	Iteration 2Q: 3 clusters Score -1.702285e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -17023384.000000 Penalty: 5799.911621
	Iteration 3Q: 3 clusters Score -1.702338e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -17024088.000000 Penalty: 5799.911621
	Iteration 4Q: 3 clusters Score -1.702409e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -17025026.000000 Penalty: 5799.911621
	Iteration 5Q: 3 clusters Score -1.702503e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -17026288.000000 Penalty: 5799.911621
	Iteration 6Q: 3 clusters Score -1.702629e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -17028524.000000 Penalty: 5799.911621
	Iteration 7Q: 3 clusters Score -1.702852e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80242 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -17032292.000000 Penalty: 5799.911621
	Iteration 8F: 3 clusters Score -1.703229e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -17038382.000000 Penalty: 5799.911621
	Iteration 9F: 3 clusters Score -1.703838e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -17046934.000000 Penalty: 5799.911621
	Iteration 10F: 3 clusters Score -1.704693e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107859 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -17055692.000000 Penalty: 5799.911621
	Iteration 11F: 3 clusters Score -1.705569e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -17061832.000000 Penalty: 5799.911621
	Iteration 12F: 3 clusters Score -1.706183e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117607 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -17064738.000000 Penalty: 5799.911621
	Iteration 13Q: 3 clusters Score -1.706474e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118837 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -17065778.000000 Penalty: 5799.911621
	Iteration 14Q: 3 clusters Score -1.706578e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -17066152.000000 Penalty: 5799.911621
	Iteration 15Q: 3 clusters Score -1.706615e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119355 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -17066246.000000 Penalty: 5799.911621
	Iteration 16Q: 3 clusters Score -1.706625e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119422 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -17066322.000000 Penalty: 5799.911621
	Iteration 17Q: 3 clusters Score -1.706632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119443 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -17066370.000000 Penalty: 5799.911621
	Iteration 18Q: 3 clusters Score -1.706637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -17066376.000000 Penalty: 5799.911621
	Iteration 19Q: 3 clusters Score -1.706638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119468 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17066402.000000 Penalty: 5799.911621
	Iteration 20F: 3 clusters Score -1.70664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119472 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17066420.000000 Penalty: 5799.911621
	Iteration 21Q: 3 clusters Score -1.706642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119478 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17066430.000000 Penalty: 5799.911621
	Iteration 22Q: 3 clusters Score -1.706643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119482 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17066438.000000 Penalty: 5799.911621
	Iteration 23Q: 3 clusters Score -1.706644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119483 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17066442.000000 Penalty: 5799.911621
	Iteration 24Q: 3 clusters Score -1.706644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119487 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -17066444.000000 Penalty: 5799.911621
	Iteration 25Q: 3 clusters Score -1.706644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119490 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17066438.000000 Penalty: 5799.911621
	Iteration 26Q: 3 clusters Score -1.706644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119491 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -17066442.000000 Penalty: 5799.911621
	Iteration 27Q: 3 clusters Score -1.706644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119491 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -17066442.000000 Penalty: 5799.911621
	Iteration 28F: 3 clusters Score -1.706644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -74522.226562 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -74522.23 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 312 members 
Entering Unmasked Estep 
Score: -72918.023438 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -72918.02 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73191.093750 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -73191.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73355.140625 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -73355.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73512.171875 Penalty: 3169.559326
	Iteration 3F: 3 clusters Score -73512.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73694.765625 Penalty: 3169.559326
	Iteration 4F: 3 clusters Score -73694.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73829.046875 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -73829.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74005.695312 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -74005.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74168.343750 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -74168.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74227.437500 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -74227.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74330.234375 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -74330.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74386.187500 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -74386.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74399.460938 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -74399.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74413.031250 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -74413.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74417.398438 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -74417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74417.820312 Penalty: 3169.559326
	Iteration 14F: 3 clusters Score -74417.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74420.648438 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -74420.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74423.664062 Penalty: 3169.559326
	Iteration 16Q: 3 clusters Score -74423.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74423.664062 Penalty: 3169.559326
	Iteration 17F: 3 clusters Score -74423.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -154975.250000 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -154975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -152954.156250 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -152954.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -153248.250000 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -153248.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -153383.609375 Penalty: 3479.347900
	Iteration 2F: 3 clusters Score -153383.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -153459.000000 Penalty: 3479.347900
	Iteration 3Q: 3 clusters Score -153459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -153502.531250 Penalty: 3479.347900
	Iteration 4Q: 3 clusters Score -153502.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -153537.046875 Penalty: 3479.347900
	Iteration 5Q: 3 clusters Score -153537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -153562.656250 Penalty: 3479.347900
	Iteration 6Q: 3 clusters Score -153562.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -153576.406250 Penalty: 3479.347900
	Iteration 7Q: 3 clusters Score -153576.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -153589.312500 Penalty: 3479.347900
	Iteration 8Q: 3 clusters Score -153589.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -153603.062500 Penalty: 3479.347900
	Iteration 9Q: 3 clusters Score -153603.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -153621.062500 Penalty: 3479.347900
	Iteration 10Q: 3 clusters Score -153621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -153628.718750 Penalty: 3479.347900
	Iteration 11Q: 3 clusters Score -153628.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -153630.953125 Penalty: 3479.347900
	Iteration 12Q: 3 clusters Score -153631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -153636.296875 Penalty: 3479.347900
	Iteration 13Q: 3 clusters Score -153636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -153641.109375 Penalty: 3479.347900
	Iteration 14Q: 3 clusters Score -153641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -153641.953125 Penalty: 3479.347900
	Iteration 15Q: 3 clusters Score -153642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -153644.718750 Penalty: 3479.347900
	Iteration 16Q: 3 clusters Score -153644.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -153644.718750 Penalty: 3479.347900
	Iteration 17F: 3 clusters Score -153644.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Entering Unmasked Estep 
Score: -5115542.000000 Penalty: 2600.308838
	Iteration 0F: 2 clusters Score -5115542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -5091069.000000 Penalty: 5200.617676
	Iteration 0F: 3 clusters Score -5091069 nChanged 16339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -5100141.000000 Penalty: 5200.617676
	Iteration 1F: 3 clusters Score -5100141 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -5100548.500000 Penalty: 5200.617676
	Iteration 2Q: 3 clusters Score -5100548 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -5100879.500000 Penalty: 5200.617676
	Iteration 3Q: 3 clusters Score -5100880 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -5101150.500000 Penalty: 5200.617676
	Iteration 4Q: 3 clusters Score -5101150 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -5101443.000000 Penalty: 5200.617676
	Iteration 5Q: 3 clusters Score -5101443 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -5101761.000000 Penalty: 5200.617676
	Iteration 6Q: 3 clusters Score -5101761 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -5102134.000000 Penalty: 5200.617676
	Iteration 7Q: 3 clusters Score -5102134 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -5102691.500000 Penalty: 5200.617676
	Iteration 8Q: 3 clusters Score -5102692 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -5103602.500000 Penalty: 5200.617676
	Iteration 9Q: 3 clusters Score -5103602 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -5104936.000000 Penalty: 5200.617676
	Iteration 10F: 3 clusters Score -5104936 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -5106756.000000 Penalty: 5200.617676
	Iteration 11F: 3 clusters Score -5106756 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -5108765.500000 Penalty: 5200.617676
	Iteration 12F: 3 clusters Score -5108766 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5110599.500000 Penalty: 5200.617676
	Iteration 13F: 3 clusters Score -5110600 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -5111878.500000 Penalty: 5200.617676
	Iteration 14Q: 3 clusters Score -5111878 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -5112536.500000 Penalty: 5200.617676
	Iteration 15Q: 3 clusters Score -5112536 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -5112857.500000 Penalty: 5200.617676
	Iteration 16Q: 3 clusters Score -5112858 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -5113027.000000 Penalty: 5200.617676
	Iteration 17Q: 3 clusters Score -5113027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -5113134.000000 Penalty: 5200.617676
	Iteration 18Q: 3 clusters Score -5113134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -5113185.000000 Penalty: 5200.617676
	Iteration 19Q: 3 clusters Score -5113185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5113225.000000 Penalty: 5200.617676
	Iteration 20F: 3 clusters Score -5113225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -5113258.000000 Penalty: 5200.617676
	Iteration 21Q: 3 clusters Score -5113258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -5113285.500000 Penalty: 5200.617676
	Iteration 22Q: 3 clusters Score -5113286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -5113303.500000 Penalty: 5200.617676
	Iteration 23Q: 3 clusters Score -5113304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -5113314.500000 Penalty: 5200.617676
	Iteration 24Q: 3 clusters Score -5113314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -5113326.000000 Penalty: 5200.617676
	Iteration 25Q: 3 clusters Score -5113326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -5113334.000000 Penalty: 5200.617676
	Iteration 26Q: 3 clusters Score -5113334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -5113348.500000 Penalty: 5200.617676
	Iteration 27Q: 3 clusters Score -5113348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -5113371.000000 Penalty: 5200.617676
	Iteration 28Q: 3 clusters Score -5113371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -5113382.000000 Penalty: 5200.617676
	Iteration 29Q: 3 clusters Score -5113382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -5113392.500000 Penalty: 5200.617676
	Iteration 30Q: 3 clusters Score -5113392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -5113398.500000 Penalty: 5200.617676
	Iteration 31Q: 3 clusters Score -5113398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -5113401.500000 Penalty: 5200.617676
	Iteration 32Q: 3 clusters Score -5113402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -5113402.000000 Penalty: 5200.617676
	Iteration 33Q: 3 clusters Score -5113402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -5113399.500000 Penalty: 5200.617676
	Iteration 34Q: 3 clusters Score -5113400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -5113396.000000 Penalty: 5200.617676
	Iteration 35Q: 3 clusters Score -5113396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -5113398.500000 Penalty: 5200.617676
	Iteration 36Q: 3 clusters Score -5113398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -5113405.000000 Penalty: 5200.617676
	Iteration 37Q: 3 clusters Score -5113405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -5113405.000000 Penalty: 5200.617676
	Iteration 38F: 3 clusters Score -5113405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (122676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122676 members 
Entering Unmasked Estep 
Score: -17412618.000000 Penalty: 2905.890869
	Iteration 0F: 2 clusters Score -1.741262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -17332074.000000 Penalty: 5811.781738
	Iteration 0F: 3 clusters Score -1.733207e+07 nChanged 58311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -17365740.000000 Penalty: 5811.781738
	Iteration 1F: 3 clusters Score -1.736574e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -17366972.000000 Penalty: 5811.781738
	Iteration 2Q: 3 clusters Score -1.736697e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -17368666.000000 Penalty: 5811.781738
	Iteration 3Q: 3 clusters Score -1.736867e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72614 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -17371322.000000 Penalty: 5811.781738
	Iteration 4Q: 3 clusters Score -1.737132e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -17375518.000000 Penalty: 5811.781738
	Iteration 5F: 3 clusters Score -1.737552e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -17381892.000000 Penalty: 5811.781738
	Iteration 6F: 3 clusters Score -1.738189e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -17390334.000000 Penalty: 5811.781738
	Iteration 7F: 3 clusters Score -1.739033e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102886 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -17397858.000000 Penalty: 5811.781738
	Iteration 8F: 3 clusters Score -1.739786e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108663 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -17403052.000000 Penalty: 5811.781738
	Iteration 9F: 3 clusters Score -1.740305e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112215 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -17405772.000000 Penalty: 5811.781738
	Iteration 10Q: 3 clusters Score -1.740577e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114600 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -17407254.000000 Penalty: 5811.781738
	Iteration 11Q: 3 clusters Score -1.740725e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116253 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -17408002.000000 Penalty: 5811.781738
	Iteration 12Q: 3 clusters Score -1.7408e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117546 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -17408704.000000 Penalty: 5811.781738
	Iteration 13Q: 3 clusters Score -1.74087e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118540 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -17409186.000000 Penalty: 5811.781738
	Iteration 14Q: 3 clusters Score -1.740919e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119338 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -17409572.000000 Penalty: 5811.781738
	Iteration 15Q: 3 clusters Score -1.740957e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119930 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -17409770.000000 Penalty: 5811.781738
	Iteration 16Q: 3 clusters Score -1.740977e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120381 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -17409898.000000 Penalty: 5811.781738
	Iteration 17Q: 3 clusters Score -1.74099e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -17409982.000000 Penalty: 5811.781738
	Iteration 18Q: 3 clusters Score -1.740998e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120951 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -17410038.000000 Penalty: 5811.781738
	Iteration 19Q: 3 clusters Score -1.741004e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121133 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -17410096.000000 Penalty: 5811.781738
	Iteration 20F: 3 clusters Score -1.74101e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -17410180.000000 Penalty: 5811.781738
	Iteration 21Q: 3 clusters Score -1.741018e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121394 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -17410206.000000 Penalty: 5811.781738
	Iteration 22Q: 3 clusters Score -1.741021e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121485 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -17410234.000000 Penalty: 5811.781738
	Iteration 23Q: 3 clusters Score -1.741023e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121542 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -17410246.000000 Penalty: 5811.781738
	Iteration 24Q: 3 clusters Score -1.741025e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121592 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -17410256.000000 Penalty: 5811.781738
	Iteration 25Q: 3 clusters Score -1.741026e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121627 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -17410268.000000 Penalty: 5811.781738
	Iteration 26Q: 3 clusters Score -1.741027e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121659 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -17410302.000000 Penalty: 5811.781738
	Iteration 27Q: 3 clusters Score -1.74103e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121687 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -17410310.000000 Penalty: 5811.781738
	Iteration 28Q: 3 clusters Score -1.741031e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121717 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -17410310.000000 Penalty: 5811.781738
	Iteration 29Q: 3 clusters Score -1.741031e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121738 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -17410282.000000 Penalty: 5811.781738
	Iteration 30Q: 3 clusters Score -1.741028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121758 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -17410292.000000 Penalty: 5811.781738
	Iteration 31Q: 3 clusters Score -1.741029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121769 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -17410310.000000 Penalty: 5811.781738
	Iteration 32Q: 3 clusters Score -1.741031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -17410310.000000 Penalty: 5811.781738
	Iteration 33Q: 3 clusters Score -1.741031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121797 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17410302.000000 Penalty: 5811.781738
	Iteration 34Q: 3 clusters Score -1.74103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121816 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -17410310.000000 Penalty: 5811.781738
	Iteration 35Q: 3 clusters Score -1.741031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121831 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -17410320.000000 Penalty: 5811.781738
	Iteration 36Q: 3 clusters Score -1.741032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121848 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -17410320.000000 Penalty: 5811.781738
	Iteration 37Q: 3 clusters Score -1.741032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121868 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -17410314.000000 Penalty: 5811.781738
	Iteration 38Q: 3 clusters Score -1.741031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121875 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -17410314.000000 Penalty: 5811.781738
	Iteration 39Q: 3 clusters Score -1.741031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121889 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -17410348.000000 Penalty: 5811.781738
	Iteration 40F: 3 clusters Score -1.741035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121903 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -17410340.000000 Penalty: 5811.781738
	Iteration 41Q: 3 clusters Score -1.741034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121909 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -17410348.000000 Penalty: 5811.781738
	Iteration 42Q: 3 clusters Score -1.741035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121914 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -17410338.000000 Penalty: 5811.781738
	Iteration 43Q: 3 clusters Score -1.741034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121919 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -17410338.000000 Penalty: 5811.781738
	Iteration 44Q: 3 clusters Score -1.741034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121923 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -17410346.000000 Penalty: 5811.781738
	Iteration 45Q: 3 clusters Score -1.741035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121928 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -17410348.000000 Penalty: 5811.781738
	Iteration 46Q: 3 clusters Score -1.741035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121929 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -17410348.000000 Penalty: 5811.781738
	Iteration 47Q: 3 clusters Score -1.741035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121930 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -17410348.000000 Penalty: 5811.781738
	Iteration 48Q: 3 clusters Score -1.741035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121930 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -17410348.000000 Penalty: 5811.781738
	Iteration 49F: 3 clusters Score -1.741035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Entering Unmasked Estep 
Score: -3734361.500000 Penalty: 2523.277588
	Iteration 0F: 2 clusters Score -3734362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3716391.500000 Penalty: 5046.555176
	Iteration 0F: 3 clusters Score -3716392 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3722652.000000 Penalty: 5046.555176
	Iteration 1F: 3 clusters Score -3722652 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3723116.750000 Penalty: 5046.555176
	Iteration 2Q: 3 clusters Score -3723117 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3723542.500000 Penalty: 5046.555176
	Iteration 3Q: 3 clusters Score -3723542 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3723968.750000 Penalty: 5046.555176
	Iteration 4Q: 3 clusters Score -3723969 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -3724352.500000 Penalty: 5046.555176
	Iteration 5Q: 3 clusters Score -3724352 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3724762.000000 Penalty: 5046.555176
	Iteration 6Q: 3 clusters Score -3724762 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3725210.500000 Penalty: 5046.555176
	Iteration 7Q: 3 clusters Score -3725210 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3725748.000000 Penalty: 5046.555176
	Iteration 8Q: 3 clusters Score -3725748 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -3726473.500000 Penalty: 5046.555176
	Iteration 9Q: 3 clusters Score -3726474 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -3727378.750000 Penalty: 5046.555176
	Iteration 10F: 3 clusters Score -3727379 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3728446.750000 Penalty: 5046.555176
	Iteration 11F: 3 clusters Score -3728447 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3729697.500000 Penalty: 5046.555176
	Iteration 12F: 3 clusters Score -3729698 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3730844.250000 Penalty: 5046.555176
	Iteration 13Q: 3 clusters Score -3730844 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3731620.500000 Penalty: 5046.555176
	Iteration 14Q: 3 clusters Score -3731620 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3732132.750000 Penalty: 5046.555176
	Iteration 15Q: 3 clusters Score -3732133 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3732418.500000 Penalty: 5046.555176
	Iteration 16Q: 3 clusters Score -3732418 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3732585.750000 Penalty: 5046.555176
	Iteration 17Q: 3 clusters Score -3732586 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3732669.750000 Penalty: 5046.555176
	Iteration 18Q: 3 clusters Score -3732670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3732702.250000 Penalty: 5046.555176
	Iteration 19Q: 3 clusters Score -3732702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3732729.750000 Penalty: 5046.555176
	Iteration 20F: 3 clusters Score -3732730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3732748.500000 Penalty: 5046.555176
	Iteration 21Q: 3 clusters Score -3732748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3732764.750000 Penalty: 5046.555176
	Iteration 22Q: 3 clusters Score -3732765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3732772.250000 Penalty: 5046.555176
	Iteration 23Q: 3 clusters Score -3732772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3732780.000000 Penalty: 5046.555176
	Iteration 24Q: 3 clusters Score -3732780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3732781.750000 Penalty: 5046.555176
	Iteration 25Q: 3 clusters Score -3732782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3732776.750000 Penalty: 5046.555176
	Iteration 26Q: 3 clusters Score -3732777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3732781.250000 Penalty: 5046.555176
	Iteration 27Q: 3 clusters Score -3732781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3732789.250000 Penalty: 5046.555176
	Iteration 28Q: 3 clusters Score -3732789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3732792.750000 Penalty: 5046.555176
	Iteration 29Q: 3 clusters Score -3732793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3732794.000000 Penalty: 5046.555176
	Iteration 30Q: 3 clusters Score -3732794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3732796.250000 Penalty: 5046.555176
	Iteration 31Q: 3 clusters Score -3732796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3732797.750000 Penalty: 5046.555176
	Iteration 32Q: 3 clusters Score -3732798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3732799.750000 Penalty: 5046.555176
	Iteration 33Q: 3 clusters Score -3732800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3732800.000000 Penalty: 5046.555176
	Iteration 34Q: 3 clusters Score -3732800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3732805.000000 Penalty: 5046.555176
	Iteration 35Q: 3 clusters Score -3732805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3732808.500000 Penalty: 5046.555176
	Iteration 36Q: 3 clusters Score -3732808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3732805.750000 Penalty: 5046.555176
	Iteration 37Q: 3 clusters Score -3732806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3732816.750000 Penalty: 5046.555176
	Iteration 38Q: 3 clusters Score -3732817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3732815.000000 Penalty: 5046.555176
	Iteration 39Q: 3 clusters Score -3732815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3732816.750000 Penalty: 5046.555176
	Iteration 40F: 3 clusters Score -3732817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3732822.250000 Penalty: 5046.555176
	Iteration 41Q: 3 clusters Score -3732822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3732820.000000 Penalty: 5046.555176
	Iteration 42Q: 3 clusters Score -3732820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3732821.250000 Penalty: 5046.555176
	Iteration 43Q: 3 clusters Score -3732821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3732821.250000 Penalty: 5046.555176
	Iteration 44F: 3 clusters Score -3732821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -27915.228516 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -27915.23 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 111 members 
Entering Unmasked Estep 
Score: -26733.484375 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -26733.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26844.400391 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -26844.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26918.359375 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -26918.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26935.814453 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -26935.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26944.142578 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -26944.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26957.099609 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -26957.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26957.099609 Penalty: 2710.060547
	Iteration 6F: 3 clusters Score -26957.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Entering Unmasked Estep 
Score: -5568521.500000 Penalty: 2621.432129
	Iteration 0F: 2 clusters Score -5568522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -5542089.500000 Penalty: 5242.864258
	Iteration 0F: 3 clusters Score -5542090 nChanged 17761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5551656.500000 Penalty: 5242.864258
	Iteration 1F: 3 clusters Score -5551656 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -5552166.000000 Penalty: 5242.864258
	Iteration 2Q: 3 clusters Score -5552166 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -5552678.000000 Penalty: 5242.864258
	Iteration 3Q: 3 clusters Score -5552678 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -5553268.500000 Penalty: 5242.864258
	Iteration 4Q: 3 clusters Score -5553268 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -5554098.000000 Penalty: 5242.864258
	Iteration 5Q: 3 clusters Score -5554098 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -5555215.500000 Penalty: 5242.864258
	Iteration 6Q: 3 clusters Score -5555216 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5556665.500000 Penalty: 5242.864258
	Iteration 7F: 3 clusters Score -5556666 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -5558346.500000 Penalty: 5242.864258
	Iteration 8F: 3 clusters Score -5558346 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -5559916.000000 Penalty: 5242.864258
	Iteration 9F: 3 clusters Score -5559916 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -5561050.000000 Penalty: 5242.864258
	Iteration 10F: 3 clusters Score -5561050 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -5561744.000000 Penalty: 5242.864258
	Iteration 11Q: 3 clusters Score -5561744 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -5562133.000000 Penalty: 5242.864258
	Iteration 12Q: 3 clusters Score -5562133 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -5562441.000000 Penalty: 5242.864258
	Iteration 13Q: 3 clusters Score -5562441 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -5562686.500000 Penalty: 5242.864258
	Iteration 14Q: 3 clusters Score -5562686 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -5562916.500000 Penalty: 5242.864258
	Iteration 15Q: 3 clusters Score -5562916 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -5563131.000000 Penalty: 5242.864258
	Iteration 16Q: 3 clusters Score -5563131 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -5563308.500000 Penalty: 5242.864258
	Iteration 17Q: 3 clusters Score -5563308 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -5563513.000000 Penalty: 5242.864258
	Iteration 18Q: 3 clusters Score -5563513 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -5563769.000000 Penalty: 5242.864258
	Iteration 19Q: 3 clusters Score -5563769 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -5564026.500000 Penalty: 5242.864258
	Iteration 20F: 3 clusters Score -5564026 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -5564304.500000 Penalty: 5242.864258
	Iteration 21Q: 3 clusters Score -5564304 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -5564579.500000 Penalty: 5242.864258
	Iteration 22Q: 3 clusters Score -5564580 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -5564861.000000 Penalty: 5242.864258
	Iteration 23Q: 3 clusters Score -5564861 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -5565162.000000 Penalty: 5242.864258
	Iteration 24Q: 3 clusters Score -5565162 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -5565432.500000 Penalty: 5242.864258
	Iteration 25Q: 3 clusters Score -5565432 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -5565713.000000 Penalty: 5242.864258
	Iteration 26Q: 3 clusters Score -5565713 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -5565971.500000 Penalty: 5242.864258
	Iteration 27Q: 3 clusters Score -5565972 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -5566150.500000 Penalty: 5242.864258
	Iteration 28Q: 3 clusters Score -5566150 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -5566295.000000 Penalty: 5242.864258
	Iteration 29Q: 3 clusters Score -5566295 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -5566344.500000 Penalty: 5242.864258
	Iteration 30Q: 3 clusters Score -5566344 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -5566395.500000 Penalty: 5242.864258
	Iteration 31Q: 3 clusters Score -5566396 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -5566434.500000 Penalty: 5242.864258
	Iteration 32Q: 3 clusters Score -5566434 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -5566456.000000 Penalty: 5242.864258
	Iteration 33Q: 3 clusters Score -5566456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -5566479.000000 Penalty: 5242.864258
	Iteration 34Q: 3 clusters Score -5566479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -5566501.000000 Penalty: 5242.864258
	Iteration 35Q: 3 clusters Score -5566501 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -5566516.500000 Penalty: 5242.864258
	Iteration 36Q: 3 clusters Score -5566516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -5566534.500000 Penalty: 5242.864258
	Iteration 37Q: 3 clusters Score -5566534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -5566547.500000 Penalty: 5242.864258
	Iteration 38Q: 3 clusters Score -5566548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -5566573.500000 Penalty: 5242.864258
	Iteration 39Q: 3 clusters Score -5566574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -5566573.000000 Penalty: 5242.864258
	Iteration 40F: 3 clusters Score -5566573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -5566575.000000 Penalty: 5242.864258
	Iteration 41Q: 3 clusters Score -5566575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -5566585.000000 Penalty: 5242.864258
	Iteration 42Q: 3 clusters Score -5566585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -5566584.500000 Penalty: 5242.864258
	Iteration 43Q: 3 clusters Score -5566584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -5566592.500000 Penalty: 5242.864258
	Iteration 44Q: 3 clusters Score -5566592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -5566595.000000 Penalty: 5242.864258
	Iteration 45Q: 3 clusters Score -5566595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -5566596.500000 Penalty: 5242.864258
	Iteration 46Q: 3 clusters Score -5566596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5566596.500000 Penalty: 5242.864258
	Iteration 47Q: 3 clusters Score -5566596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -5566597.500000 Penalty: 5242.864258
	Iteration 48Q: 3 clusters Score -5566598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -5566608.500000 Penalty: 5242.864258
	Iteration 49Q: 3 clusters Score -5566608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -5566610.500000 Penalty: 5242.864258
	Iteration 50Q: 3 clusters Score -5566610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -5566608.500000 Penalty: 5242.864258
	Iteration 51Q: 3 clusters Score -5566608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -5566623.000000 Penalty: 5242.864258
	Iteration 52Q: 3 clusters Score -5566623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -5566620.500000 Penalty: 5242.864258
	Iteration 53Q: 3 clusters Score -5566620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -5566629.000000 Penalty: 5242.864258
	Iteration 54Q: 3 clusters Score -5566629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5566642.000000 Penalty: 5242.864258
	Iteration 55Q: 3 clusters Score -5566642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -5566642.500000 Penalty: 5242.864258
	Iteration 56Q: 3 clusters Score -5566642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5566641.000000 Penalty: 5242.864258
	Iteration 57Q: 3 clusters Score -5566641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -5566644.000000 Penalty: 5242.864258
	Iteration 58Q: 3 clusters Score -5566644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -5566651.000000 Penalty: 5242.864258
	Iteration 59Q: 3 clusters Score -5566651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -5566657.000000 Penalty: 5242.864258
	Iteration 60F: 3 clusters Score -5566657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -5566657.500000 Penalty: 5242.864258
	Iteration 61Q: 3 clusters Score -5566658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -5566651.000000 Penalty: 5242.864258
	Iteration 62Q: 3 clusters Score -5566651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -5566654.000000 Penalty: 5242.864258
	Iteration 63Q: 3 clusters Score -5566654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -5566649.000000 Penalty: 5242.864258
	Iteration 64Q: 3 clusters Score -5566649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -5566648.000000 Penalty: 5242.864258
	Iteration 65Q: 3 clusters Score -5566648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -5566646.500000 Penalty: 5242.864258
	Iteration 66Q: 3 clusters Score -5566646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -5566655.000000 Penalty: 5242.864258
	Iteration 67Q: 3 clusters Score -5566655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -5566656.500000 Penalty: 5242.864258
	Iteration 68Q: 3 clusters Score -5566656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -5566654.000000 Penalty: 5242.864258
	Iteration 69Q: 3 clusters Score -5566654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -5566654.000000 Penalty: 5242.864258
	Iteration 70F: 3 clusters Score -5566654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107884 members 
Entering Unmasked Estep 
Score: -15317066.000000 Penalty: 2874.025391
	Iteration 0F: 2 clusters Score -1.531707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -15245262.000000 Penalty: 5748.050781
	Iteration 0F: 3 clusters Score -1.524526e+07 nChanged 51010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -15274421.000000 Penalty: 5748.050781
	Iteration 1F: 3 clusters Score -1.527442e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -15275548.000000 Penalty: 5748.050781
	Iteration 2Q: 3 clusters Score -1.527555e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -15277067.000000 Penalty: 5748.050781
	Iteration 3Q: 3 clusters Score -1.527707e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -15279878.000000 Penalty: 5748.050781
	Iteration 4F: 3 clusters Score -1.527988e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -15284988.000000 Penalty: 5748.050781
	Iteration 5F: 3 clusters Score -1.528499e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -15293044.000000 Penalty: 5748.050781
	Iteration 6F: 3 clusters Score -1.529304e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 95340 members 
Entering Unmasked Estep 
Score: -15302426.000000 Penalty: 5748.050781
	Iteration 7F: 3 clusters Score -1.530243e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 102241 members 
Entering Unmasked Estep 
Score: -15309444.000000 Penalty: 5748.050781
	Iteration 8F: 3 clusters Score -1.530944e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 105487 members 
Entering Unmasked Estep 
Score: -15312868.000000 Penalty: 5748.050781
	Iteration 9Q: 3 clusters Score -1.531287e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -15314062.000000 Penalty: 5748.050781
	Iteration 10Q: 3 clusters Score -1.531406e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 106833 members 
Entering Unmasked Estep 
Score: -15314461.000000 Penalty: 5748.050781
	Iteration 11Q: 3 clusters Score -1.531446e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 106947 members 
Entering Unmasked Estep 
Score: -15314681.000000 Penalty: 5748.050781
	Iteration 12Q: 3 clusters Score -1.531468e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 106987 members 
Entering Unmasked Estep 
Score: -15314774.000000 Penalty: 5748.050781
	Iteration 13Q: 3 clusters Score -1.531477e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 106987 members 
Entering Unmasked Estep 
Score: -15314806.000000 Penalty: 5748.050781
	Iteration 14Q: 3 clusters Score -1.531481e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 106979 members 
Entering Unmasked Estep 
Score: -15314878.000000 Penalty: 5748.050781
	Iteration 15Q: 3 clusters Score -1.531488e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -15314916.000000 Penalty: 5748.050781
	Iteration 16Q: 3 clusters Score -1.531492e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 106944 members 
Entering Unmasked Estep 
Score: -15314928.000000 Penalty: 5748.050781
	Iteration 17Q: 3 clusters Score -1.531493e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 106933 members 
Entering Unmasked Estep 
Score: -15314943.000000 Penalty: 5748.050781
	Iteration 18Q: 3 clusters Score -1.531494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -15314942.000000 Penalty: 5748.050781
	Iteration 19Q: 3 clusters Score -1.531494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -15314942.000000 Penalty: 5748.050781
	Iteration 20F: 3 clusters Score -1.531494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -15314944.000000 Penalty: 5748.050781
	Iteration 21Q: 3 clusters Score -1.531494e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 106893 members 
Entering Unmasked Estep 
Score: -15314962.000000 Penalty: 5748.050781
	Iteration 22Q: 3 clusters Score -1.531496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -15314963.000000 Penalty: 5748.050781
	Iteration 23Q: 3 clusters Score -1.531496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -15314984.000000 Penalty: 5748.050781
	Iteration 24Q: 3 clusters Score -1.531498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -15314968.000000 Penalty: 5748.050781
	Iteration 25Q: 3 clusters Score -1.531497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -15314982.000000 Penalty: 5748.050781
	Iteration 26Q: 3 clusters Score -1.531498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -15314974.000000 Penalty: 5748.050781
	Iteration 27Q: 3 clusters Score -1.531497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -15314969.000000 Penalty: 5748.050781
	Iteration 28Q: 3 clusters Score -1.531497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -15314969.000000 Penalty: 5748.050781
	Iteration 29Q: 3 clusters Score -1.531497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 106876 members 
Entering Unmasked Estep 
Score: -15314978.000000 Penalty: 5748.050781
	Iteration 30Q: 3 clusters Score -1.531498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -15314975.000000 Penalty: 5748.050781
	Iteration 31Q: 3 clusters Score -1.531498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -15314981.000000 Penalty: 5748.050781
	Iteration 32Q: 3 clusters Score -1.531498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 106870 members 
Entering Unmasked Estep 
Score: -15314977.000000 Penalty: 5748.050781
	Iteration 33Q: 3 clusters Score -1.531498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -15314976.000000 Penalty: 5748.050781
	Iteration 34Q: 3 clusters Score -1.531498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -15314977.000000 Penalty: 5748.050781
	Iteration 35Q: 3 clusters Score -1.531498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -15314983.000000 Penalty: 5748.050781
	Iteration 36Q: 3 clusters Score -1.531498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -15314995.000000 Penalty: 5748.050781
	Iteration 37Q: 3 clusters Score -1.5315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -15314992.000000 Penalty: 5748.050781
	Iteration 38Q: 3 clusters Score -1.531499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 106860 members 
Entering Unmasked Estep 
Score: -15314991.000000 Penalty: 5748.050781
	Iteration 39Q: 3 clusters Score -1.531499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -15314998.000000 Penalty: 5748.050781
	Iteration 40F: 3 clusters Score -1.5315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -15315002.000000 Penalty: 5748.050781
	Iteration 41Q: 3 clusters Score -1.5315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -15315002.000000 Penalty: 5748.050781
	Iteration 42F: 3 clusters Score -1.5315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -26533.035156 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -26533.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25415.662109 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -25415.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25449.953125 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -25449.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25458.533203 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -25458.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25465.167969 Penalty: 2686.385742
	Iteration 3Q: 3 clusters Score -25465.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25468.048828 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -25468.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25468.048828 Penalty: 2686.385742
	Iteration 5F: 3 clusters Score -25468.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Entering Unmasked Estep 
Score: -4897661.500000 Penalty: 2600.599854
	Iteration 0F: 2 clusters Score -4897662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4873452.000000 Penalty: 5201.199707
	Iteration 0F: 3 clusters Score -4873452 nChanged 16323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4883796.500000 Penalty: 5201.199707
	Iteration 1F: 3 clusters Score -4883796 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -4886169.000000 Penalty: 5201.199707
	Iteration 2F: 3 clusters Score -4886169 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4888657.500000 Penalty: 5201.199707
	Iteration 3F: 3 clusters Score -4888658 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -4890833.000000 Penalty: 5201.199707
	Iteration 4F: 3 clusters Score -4890833 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -4892252.000000 Penalty: 5201.199707
	Iteration 5F: 3 clusters Score -4892252 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -4893125.500000 Penalty: 5201.199707
	Iteration 6Q: 3 clusters Score -4893126 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -4893643.500000 Penalty: 5201.199707
	Iteration 7Q: 3 clusters Score -4893644 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -4894021.000000 Penalty: 5201.199707
	Iteration 8Q: 3 clusters Score -4894021 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -4894264.000000 Penalty: 5201.199707
	Iteration 9Q: 3 clusters Score -4894264 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4894448.000000 Penalty: 5201.199707
	Iteration 10Q: 3 clusters Score -4894448 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -4894638.500000 Penalty: 5201.199707
	Iteration 11Q: 3 clusters Score -4894638 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -4894853.500000 Penalty: 5201.199707
	Iteration 12Q: 3 clusters Score -4894854 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -4895060.000000 Penalty: 5201.199707
	Iteration 13Q: 3 clusters Score -4895060 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -4895305.500000 Penalty: 5201.199707
	Iteration 14Q: 3 clusters Score -4895306 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -4895543.000000 Penalty: 5201.199707
	Iteration 15Q: 3 clusters Score -4895543 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4895745.000000 Penalty: 5201.199707
	Iteration 16Q: 3 clusters Score -4895745 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4895950.500000 Penalty: 5201.199707
	Iteration 17Q: 3 clusters Score -4895950 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -4896151.000000 Penalty: 5201.199707
	Iteration 18Q: 3 clusters Score -4896151 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4896319.000000 Penalty: 5201.199707
	Iteration 19Q: 3 clusters Score -4896319 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4896543.000000 Penalty: 5201.199707
	Iteration 20F: 3 clusters Score -4896543 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4896743.500000 Penalty: 5201.199707
	Iteration 21Q: 3 clusters Score -4896744 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4896925.000000 Penalty: 5201.199707
	Iteration 22Q: 3 clusters Score -4896925 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4897046.000000 Penalty: 5201.199707
	Iteration 23Q: 3 clusters Score -4897046 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4897110.000000 Penalty: 5201.199707
	Iteration 24Q: 3 clusters Score -4897110 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4897149.500000 Penalty: 5201.199707
	Iteration 25Q: 3 clusters Score -4897150 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4897176.000000 Penalty: 5201.199707
	Iteration 26Q: 3 clusters Score -4897176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4897213.500000 Penalty: 5201.199707
	Iteration 27Q: 3 clusters Score -4897214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4897234.500000 Penalty: 5201.199707
	Iteration 28Q: 3 clusters Score -4897234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4897256.000000 Penalty: 5201.199707
	Iteration 29Q: 3 clusters Score -4897256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4897285.000000 Penalty: 5201.199707
	Iteration 30Q: 3 clusters Score -4897285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4897288.000000 Penalty: 5201.199707
	Iteration 31Q: 3 clusters Score -4897288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4897287.000000 Penalty: 5201.199707
	Iteration 32Q: 3 clusters Score -4897287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4897290.500000 Penalty: 5201.199707
	Iteration 33Q: 3 clusters Score -4897290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4897288.000000 Penalty: 5201.199707
	Iteration 34Q: 3 clusters Score -4897288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4897304.000000 Penalty: 5201.199707
	Iteration 35Q: 3 clusters Score -4897304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4897302.500000 Penalty: 5201.199707
	Iteration 36Q: 3 clusters Score -4897302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4897304.500000 Penalty: 5201.199707
	Iteration 37Q: 3 clusters Score -4897304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4897301.500000 Penalty: 5201.199707
	Iteration 38Q: 3 clusters Score -4897302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4897309.000000 Penalty: 5201.199707
	Iteration 39Q: 3 clusters Score -4897309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4897308.500000 Penalty: 5201.199707
	Iteration 40F: 3 clusters Score -4897308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4897309.000000 Penalty: 5201.199707
	Iteration 41Q: 3 clusters Score -4897309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4897311.000000 Penalty: 5201.199707
	Iteration 42Q: 3 clusters Score -4897311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4897302.000000 Penalty: 5201.199707
	Iteration 43Q: 3 clusters Score -4897302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4897302.500000 Penalty: 5201.199707
	Iteration 44Q: 3 clusters Score -4897302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4897304.500000 Penalty: 5201.199707
	Iteration 45Q: 3 clusters Score -4897304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4897304.500000 Penalty: 5201.199707
	Iteration 46Q: 3 clusters Score -4897304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4897305.500000 Penalty: 5201.199707
	Iteration 47Q: 3 clusters Score -4897306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4897308.000000 Penalty: 5201.199707
	Iteration 48Q: 3 clusters Score -4897308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4897310.500000 Penalty: 5201.199707
	Iteration 49Q: 3 clusters Score -4897310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4897315.500000 Penalty: 5201.199707
	Iteration 50Q: 3 clusters Score -4897316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4897313.000000 Penalty: 5201.199707
	Iteration 51Q: 3 clusters Score -4897313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4897313.000000 Penalty: 5201.199707
	Iteration 52Q: 3 clusters Score -4897313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4897314.000000 Penalty: 5201.199707
	Iteration 53Q: 3 clusters Score -4897314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4897320.500000 Penalty: 5201.199707
	Iteration 54Q: 3 clusters Score -4897320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4897320.500000 Penalty: 5201.199707
	Iteration 55F: 3 clusters Score -4897320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Entering Unmasked Estep 
Score: -21939364.000000 Penalty: 2965.741699
	Iteration 0F: 2 clusters Score -2.193936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -21836852.000000 Penalty: 5931.483398
	Iteration 0F: 3 clusters Score -2.183685e+07 nChanged 74912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 77709 members 
Entering Unmasked Estep 
Score: -21881338.000000 Penalty: 5931.483398
	Iteration 1F: 3 clusters Score -2.188134e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -21882646.000000 Penalty: 5931.483398
	Iteration 2Q: 3 clusters Score -2.188265e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79069 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -21884672.000000 Penalty: 5931.483398
	Iteration 3Q: 3 clusters Score -2.188467e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 76333 members 
Entering Unmasked Estep 
Score: -21887624.000000 Penalty: 5931.483398
	Iteration 4Q: 3 clusters Score -2.188762e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 75094 members 
Entering Unmasked Estep 
Score: -21891728.000000 Penalty: 5931.483398
	Iteration 5F: 3 clusters Score -2.189173e+07 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -21897420.000000 Penalty: 5931.483398
	Iteration 6F: 3 clusters Score -2.189742e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -21904568.000000 Penalty: 5931.483398
	Iteration 7F: 3 clusters Score -2.190457e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -21912576.000000 Penalty: 5931.483398
	Iteration 8F: 3 clusters Score -2.191258e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -21918024.000000 Penalty: 5931.483398
	Iteration 9F: 3 clusters Score -2.191802e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -21920432.000000 Penalty: 5931.483398
	Iteration 10Q: 3 clusters Score -2.192043e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95463 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -21921492.000000 Penalty: 5931.483398
	Iteration 11Q: 3 clusters Score -2.192149e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97535 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -21922194.000000 Penalty: 5931.483398
	Iteration 12Q: 3 clusters Score -2.192219e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99780 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -21923160.000000 Penalty: 5931.483398
	Iteration 13Q: 3 clusters Score -2.192316e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -21923890.000000 Penalty: 5931.483398
	Iteration 14Q: 3 clusters Score -2.192389e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -21924672.000000 Penalty: 5931.483398
	Iteration 15Q: 3 clusters Score -2.192467e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -21925384.000000 Penalty: 5931.483398
	Iteration 16Q: 3 clusters Score -2.192538e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109614 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -21926220.000000 Penalty: 5931.483398
	Iteration 17Q: 3 clusters Score -2.192622e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112088 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -21926830.000000 Penalty: 5931.483398
	Iteration 18Q: 3 clusters Score -2.192683e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -21927644.000000 Penalty: 5931.483398
	Iteration 19Q: 3 clusters Score -2.192764e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117300 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -21928444.000000 Penalty: 5931.483398
	Iteration 20F: 3 clusters Score -2.192844e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119841 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -21929234.000000 Penalty: 5931.483398
	Iteration 21Q: 3 clusters Score -2.192923e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122334 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -21929784.000000 Penalty: 5931.483398
	Iteration 22Q: 3 clusters Score -2.192978e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124790 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -21930488.000000 Penalty: 5931.483398
	Iteration 23Q: 3 clusters Score -2.193049e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127248 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -21931102.000000 Penalty: 5931.483398
	Iteration 24Q: 3 clusters Score -2.19311e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129639 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -21931762.000000 Penalty: 5931.483398
	Iteration 25Q: 3 clusters Score -2.193176e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132008 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -21932598.000000 Penalty: 5931.483398
	Iteration 26Q: 3 clusters Score -2.19326e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134212 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -21933322.000000 Penalty: 5931.483398
	Iteration 27Q: 3 clusters Score -2.193332e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -21934040.000000 Penalty: 5931.483398
	Iteration 28Q: 3 clusters Score -2.193404e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138204 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -21934724.000000 Penalty: 5931.483398
	Iteration 29Q: 3 clusters Score -2.193472e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139995 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -21935262.000000 Penalty: 5931.483398
	Iteration 30Q: 3 clusters Score -2.193526e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141629 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -21935698.000000 Penalty: 5931.483398
	Iteration 31Q: 3 clusters Score -2.19357e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143155 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -21936054.000000 Penalty: 5931.483398
	Iteration 32Q: 3 clusters Score -2.193605e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -21936610.000000 Penalty: 5931.483398
	Iteration 33Q: 3 clusters Score -2.193661e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145858 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -21936886.000000 Penalty: 5931.483398
	Iteration 34Q: 3 clusters Score -2.193689e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147003 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -21937086.000000 Penalty: 5931.483398
	Iteration 35Q: 3 clusters Score -2.193709e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148035 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -21937234.000000 Penalty: 5931.483398
	Iteration 36Q: 3 clusters Score -2.193723e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148953 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -21937532.000000 Penalty: 5931.483398
	Iteration 37Q: 3 clusters Score -2.193753e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149775 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -21937564.000000 Penalty: 5931.483398
	Iteration 38Q: 3 clusters Score -2.193756e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150452 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -21937626.000000 Penalty: 5931.483398
	Iteration 39Q: 3 clusters Score -2.193763e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151084 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -21937650.000000 Penalty: 5931.483398
	Iteration 40F: 3 clusters Score -2.193765e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151646 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -21937676.000000 Penalty: 5931.483398
	Iteration 41Q: 3 clusters Score -2.193768e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152133 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -21937732.000000 Penalty: 5931.483398
	Iteration 42Q: 3 clusters Score -2.193773e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -21937702.000000 Penalty: 5931.483398
	Iteration 43Q: 3 clusters Score -2.19377e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152854 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -21937758.000000 Penalty: 5931.483398
	Iteration 44Q: 3 clusters Score -2.193776e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153142 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -21937830.000000 Penalty: 5931.483398
	Iteration 45Q: 3 clusters Score -2.193783e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -21937740.000000 Penalty: 5931.483398
	Iteration 46Q: 3 clusters Score -2.193774e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153606 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -21937684.000000 Penalty: 5931.483398
	Iteration 47Q: 3 clusters Score -2.193768e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153813 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -21937708.000000 Penalty: 5931.483398
	Iteration 48Q: 3 clusters Score -2.193771e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153983 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -21937726.000000 Penalty: 5931.483398
	Iteration 49Q: 3 clusters Score -2.193773e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154099 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -21937668.000000 Penalty: 5931.483398
	Iteration 50Q: 3 clusters Score -2.193767e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -21937700.000000 Penalty: 5931.483398
	Iteration 51Q: 3 clusters Score -2.19377e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154262 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -21937694.000000 Penalty: 5931.483398
	Iteration 52Q: 3 clusters Score -2.193769e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154334 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -21937712.000000 Penalty: 5931.483398
	Iteration 53Q: 3 clusters Score -2.193771e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154399 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -21937720.000000 Penalty: 5931.483398
	Iteration 54Q: 3 clusters Score -2.193772e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154452 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -21937706.000000 Penalty: 5931.483398
	Iteration 55Q: 3 clusters Score -2.193771e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154493 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21937686.000000 Penalty: 5931.483398
	Iteration 56Q: 3 clusters Score -2.193769e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154519 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -21937684.000000 Penalty: 5931.483398
	Iteration 57Q: 3 clusters Score -2.193768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154541 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -21937694.000000 Penalty: 5931.483398
	Iteration 58Q: 3 clusters Score -2.193769e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154565 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -21937700.000000 Penalty: 5931.483398
	Iteration 59Q: 3 clusters Score -2.19377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154590 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -21937684.000000 Penalty: 5931.483398
	Iteration 60F: 3 clusters Score -2.193768e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154615 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -21937656.000000 Penalty: 5931.483398
	Iteration 61Q: 3 clusters Score -2.193766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154641 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -21937658.000000 Penalty: 5931.483398
	Iteration 62Q: 3 clusters Score -2.193766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -21937656.000000 Penalty: 5931.483398
	Iteration 63Q: 3 clusters Score -2.193766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -21937660.000000 Penalty: 5931.483398
	Iteration 64Q: 3 clusters Score -2.193766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154699 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -21937648.000000 Penalty: 5931.483398
	Iteration 65Q: 3 clusters Score -2.193765e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -21937650.000000 Penalty: 5931.483398
	Iteration 66Q: 3 clusters Score -2.193765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154729 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -21937648.000000 Penalty: 5931.483398
	Iteration 67Q: 3 clusters Score -2.193765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154746 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -21937634.000000 Penalty: 5931.483398
	Iteration 68Q: 3 clusters Score -2.193763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154760 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -21937638.000000 Penalty: 5931.483398
	Iteration 69Q: 3 clusters Score -2.193764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -21937630.000000 Penalty: 5931.483398
	Iteration 70Q: 3 clusters Score -2.193763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154782 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -21937616.000000 Penalty: 5931.483398
	Iteration 71Q: 3 clusters Score -2.193762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154784 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -21937612.000000 Penalty: 5931.483398
	Iteration 72Q: 3 clusters Score -2.193761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154785 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -21937616.000000 Penalty: 5931.483398
	Iteration 73Q: 3 clusters Score -2.193762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154786 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -21937616.000000 Penalty: 5931.483398
	Iteration 74Q: 3 clusters Score -2.193762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154787 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -21937608.000000 Penalty: 5931.483398
	Iteration 75Q: 3 clusters Score -2.193761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154787 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -21937608.000000 Penalty: 5931.483398
	Iteration 76F: 3 clusters Score -2.193761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Entering Unmasked Estep 
Score: -1072764.000000 Penalty: 2215.548828
	Iteration 0F: 2 clusters Score -1072764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1066623.750000 Penalty: 4431.097656
	Iteration 0F: 3 clusters Score -1066624 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1068365.000000 Penalty: 4431.097656
	Iteration 1F: 3 clusters Score -1068365 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1068669.000000 Penalty: 4431.097656
	Iteration 2F: 3 clusters Score -1068669 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1068891.000000 Penalty: 4431.097656
	Iteration 3F: 3 clusters Score -1068891 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1069068.000000 Penalty: 4431.097656
	Iteration 4Q: 3 clusters Score -1069068 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1069222.000000 Penalty: 4431.097656
	Iteration 5Q: 3 clusters Score -1069222 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1069346.500000 Penalty: 4431.097656
	Iteration 6Q: 3 clusters Score -1069346 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1069464.875000 Penalty: 4431.097656
	Iteration 7Q: 3 clusters Score -1069465 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1069563.125000 Penalty: 4431.097656
	Iteration 8Q: 3 clusters Score -1069563 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1069665.875000 Penalty: 4431.097656
	Iteration 9Q: 3 clusters Score -1069666 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1069792.375000 Penalty: 4431.097656
	Iteration 10Q: 3 clusters Score -1069792 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1069915.750000 Penalty: 4431.097656
	Iteration 11Q: 3 clusters Score -1069916 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1070037.500000 Penalty: 4431.097656
	Iteration 12Q: 3 clusters Score -1070038 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1070162.750000 Penalty: 4431.097656
	Iteration 13Q: 3 clusters Score -1070163 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1070303.000000 Penalty: 4431.097656
	Iteration 14Q: 3 clusters Score -1070303 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1070426.250000 Penalty: 4431.097656
	Iteration 15Q: 3 clusters Score -1070426 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1070543.250000 Penalty: 4431.097656
	Iteration 16Q: 3 clusters Score -1070543 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1070648.000000 Penalty: 4431.097656
	Iteration 17Q: 3 clusters Score -1070648 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1070734.125000 Penalty: 4431.097656
	Iteration 18Q: 3 clusters Score -1070734 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1070803.875000 Penalty: 4431.097656
	Iteration 19Q: 3 clusters Score -1070804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1070860.250000 Penalty: 4431.097656
	Iteration 20F: 3 clusters Score -1070860 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1070903.625000 Penalty: 4431.097656
	Iteration 21Q: 3 clusters Score -1070904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1070929.750000 Penalty: 4431.097656
	Iteration 22Q: 3 clusters Score -1070930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1070948.875000 Penalty: 4431.097656
	Iteration 23Q: 3 clusters Score -1070949 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1070966.625000 Penalty: 4431.097656
	Iteration 24Q: 3 clusters Score -1070967 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1070980.625000 Penalty: 4431.097656
	Iteration 25Q: 3 clusters Score -1070981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1070994.000000 Penalty: 4431.097656
	Iteration 26Q: 3 clusters Score -1070994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1071003.375000 Penalty: 4431.097656
	Iteration 27Q: 3 clusters Score -1071003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1071013.125000 Penalty: 4431.097656
	Iteration 28Q: 3 clusters Score -1071013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1071016.000000 Penalty: 4431.097656
	Iteration 29Q: 3 clusters Score -1071016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1071020.375000 Penalty: 4431.097656
	Iteration 30Q: 3 clusters Score -1071020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1071023.375000 Penalty: 4431.097656
	Iteration 31Q: 3 clusters Score -1071023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1071023.750000 Penalty: 4431.097656
	Iteration 32Q: 3 clusters Score -1071024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1071025.000000 Penalty: 4431.097656
	Iteration 33Q: 3 clusters Score -1071025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1071026.250000 Penalty: 4431.097656
	Iteration 34Q: 3 clusters Score -1071026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1071025.250000 Penalty: 4431.097656
	Iteration 35Q: 3 clusters Score -1071025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1071025.750000 Penalty: 4431.097656
	Iteration 36Q: 3 clusters Score -1071026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1071025.375000 Penalty: 4431.097656
	Iteration 37Q: 3 clusters Score -1071025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1071025.375000 Penalty: 4431.097656
	Iteration 38F: 3 clusters Score -1071025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -83202.710938 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -83202.71 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 327 members 
Entering Unmasked Estep 
Score: -81804.968750 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -81804.97 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82443.437500 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -82443.44 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -82900.492188 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -82900.49 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -83122.546875 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -83122.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -83215.531250 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -83215.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -83270.046875 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -83270.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -83298.218750 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -83298.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -83338.976562 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -83338.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -83353.210938 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -83353.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -83353.523438 Penalty: 3234.958008
	Iteration 9F: 3 clusters Score -83353.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -83358.132812 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -83358.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -83360.093750 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -83360.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -83360.093750 Penalty: 3234.958008
	Iteration 12F: 3 clusters Score -83360.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 164998 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41170 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119775 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35779 members 
Mstep: Class 12 contains 122676 members 
Mstep: Class 13 contains 26226 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107884 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35821 members 
Mstep: Class 19 contains 156160 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 1079 members 
Mstep: Class 24 contains 102 members 
Entering Unmasked Estep 
Score: -147227440.000000 Penalty: 82566.710938
Splitting cluster 21 changes total score from -147229072.000000 to -147227440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -77198.609375 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -77198.61 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 304 members 
Entering Unmasked Estep 
Score: -75586.437500 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -75586.44 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75886.945312 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -75886.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75997.523438 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -75997.52 nChanged 30
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: -76074.976562 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -76074.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76113.671875 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -76113.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -76132.765625 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -76132.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76165.562500 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -76165.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76194.382812 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -76194.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -76222.132812 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -76222.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76258.625000 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -76258.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76303.625000 Penalty: 3228.349365
	Iteration 10Q: 3 clusters Score -76303.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -76515.164062 Penalty: 3228.349365
	Iteration 11Q: 3 clusters Score -76515.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76628.257812 Penalty: 3228.349365
	Iteration 12Q: 3 clusters Score -76628.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -76665.625000 Penalty: 3228.349365
	Iteration 13Q: 3 clusters Score -76665.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76688.851562 Penalty: 3228.349365
	Iteration 14Q: 3 clusters Score -76688.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76709.046875 Penalty: 3228.349365
	Iteration 15Q: 3 clusters Score -76709.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76731.507812 Penalty: 3228.349365
	Iteration 16Q: 3 clusters Score -76731.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76743.234375 Penalty: 3228.349365
	Iteration 17Q: 3 clusters Score -76743.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76759.632812 Penalty: 3228.349365
	Iteration 18Q: 3 clusters Score -76759.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76771.070312 Penalty: 3228.349365
	Iteration 19Q: 3 clusters Score -76771.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76790.523438 Penalty: 3228.349365
	Iteration 20F: 3 clusters Score -76790.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76812.250000 Penalty: 3228.349365
	Iteration 21Q: 3 clusters Score -76812.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76828.312500 Penalty: 3228.349365
	Iteration 22Q: 3 clusters Score -76828.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -76835.179688 Penalty: 3228.349365
	Iteration 23Q: 3 clusters Score -76835.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76838.664062 Penalty: 3228.349365
	Iteration 24Q: 3 clusters Score -76838.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -76848.140625 Penalty: 3228.349365
	Iteration 25Q: 3 clusters Score -76848.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76857.007812 Penalty: 3228.349365
	Iteration 26Q: 3 clusters Score -76857.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76866.460938 Penalty: 3228.349365
	Iteration 27Q: 3 clusters Score -76866.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76885.593750 Penalty: 3228.349365
	Iteration 28Q: 3 clusters Score -76885.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -76891.242188 Penalty: 3228.349365
	Iteration 29Q: 3 clusters Score -76891.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76903.765625 Penalty: 3228.349365
	Iteration 30Q: 3 clusters Score -76903.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76919.101562 Penalty: 3228.349365
	Iteration 31Q: 3 clusters Score -76919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76926.398438 Penalty: 3228.349365
	Iteration 32Q: 3 clusters Score -76926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -76930.953125 Penalty: 3228.349365
	Iteration 33Q: 3 clusters Score -76930.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -76933.476562 Penalty: 3228.349365
	Iteration 34Q: 3 clusters Score -76933.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -76933.476562 Penalty: 3228.349365
	Iteration 35F: 3 clusters Score -76933.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -107996.335938 Penalty: 1731.979858
	Iteration 0F: 2 clusters Score -107996.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106717.773438 Penalty: 3463.959717
	Iteration 0F: 3 clusters Score -106717.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -109917.125000 Penalty: 3463.959717
	Iteration 1F: 3 clusters Score -109917.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -112452.078125 Penalty: 3463.959717
	Iteration 2F: 3 clusters Score -112452.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -114489.835938 Penalty: 3463.959717
	Iteration 3F: 3 clusters Score -114489.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -116711.453125 Penalty: 3463.959717
	Iteration 4Q: 3 clusters Score -116711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -118200.773438 Penalty: 3463.959717
	Iteration 5Q: 3 clusters Score -118200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -118200.773438 Penalty: 3463.959717
	Iteration 6F: 3 clusters Score -118200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 164998 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41170 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119775 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35779 members 
Mstep: Class 12 contains 122676 members 
Mstep: Class 13 contains 26226 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107884 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35821 members 
Mstep: Class 19 contains 156160 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 218 members 
Mstep: Class 24 contains 861 members 
Entering Unmasked Estep 
Score: -147237600.000000 Penalty: 82566.710938
Splitting cluster 23 changes total score from -147229072.000000 to -147237600.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 164998 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41170 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119775 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35779 members 
Mstep: Class 12 contains 122676 members 
Mstep: Class 13 contains 26226 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107884 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35821 members 
Mstep: Class 19 contains 156160 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240560.000000 Penalty: 82566.710938
Iteration 479Q: 25 clusters Score -1.472406e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 164997 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41171 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119772 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35779 members 
Mstep: Class 12 contains 122676 members 
Mstep: Class 13 contains 26226 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107888 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35821 members 
Mstep: Class 19 contains 156162 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 671 members 
Mstep: Class 23 contains 219 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240944.000000 Penalty: 82566.710938
Iteration 480F: 25 clusters Score -1.472409e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 164995 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41172 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119771 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35779 members 
Mstep: Class 12 contains 122678 members 
Mstep: Class 13 contains 26226 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107890 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35823 members 
Mstep: Class 19 contains 156160 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 669 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147241120.000000 Penalty: 82566.710938
Iteration 481Q: 25 clusters Score -1.472411e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108200 members 
Mstep: Class 4 contains 164993 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41172 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119769 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35779 members 
Mstep: Class 12 contains 122677 members 
Mstep: Class 13 contains 26225 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38961 members 
Mstep: Class 16 contains 107890 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35823 members 
Mstep: Class 19 contains 156164 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 667 members 
Mstep: Class 23 contains 225 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147241056.000000 Penalty: 82566.710938
Iteration 482Q: 25 clusters Score -1.472411e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108201 members 
Mstep: Class 4 contains 164990 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41172 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119766 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35779 members 
Mstep: Class 12 contains 122679 members 
Mstep: Class 13 contains 26224 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107890 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35826 members 
Mstep: Class 19 contains 156169 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240976.000000 Penalty: 82566.710938
Iteration 483Q: 25 clusters Score -1.47241e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108201 members 
Mstep: Class 4 contains 164988 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41170 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119763 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35778 members 
Mstep: Class 12 contains 122680 members 
Mstep: Class 13 contains 26222 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 107891 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35829 members 
Mstep: Class 19 contains 156174 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147241040.000000 Penalty: 82566.710938
Iteration 484Q: 25 clusters Score -1.47241e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108203 members 
Mstep: Class 4 contains 164988 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41170 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119761 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35777 members 
Mstep: Class 12 contains 122673 members 
Mstep: Class 13 contains 26222 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38958 members 
Mstep: Class 16 contains 107893 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35831 members 
Mstep: Class 19 contains 156180 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147241024.000000 Penalty: 82566.710938
Iteration 485Q: 25 clusters Score -1.47241e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108206 members 
Mstep: Class 4 contains 164986 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41169 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119756 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35777 members 
Mstep: Class 12 contains 122669 members 
Mstep: Class 13 contains 26223 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38956 members 
Mstep: Class 16 contains 107897 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35833 members 
Mstep: Class 19 contains 156185 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240944.000000 Penalty: 82566.710938
Iteration 486Q: 25 clusters Score -1.472409e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108207 members 
Mstep: Class 4 contains 164990 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41169 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119750 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35776 members 
Mstep: Class 12 contains 122666 members 
Mstep: Class 13 contains 26221 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38956 members 
Mstep: Class 16 contains 107903 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35835 members 
Mstep: Class 19 contains 156183 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240992.000000 Penalty: 82566.710938
Iteration 487Q: 25 clusters Score -1.47241e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108208 members 
Mstep: Class 4 contains 164991 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41169 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119750 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35771 members 
Mstep: Class 12 contains 122661 members 
Mstep: Class 13 contains 26220 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38957 members 
Mstep: Class 16 contains 107905 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35836 members 
Mstep: Class 19 contains 156189 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240992.000000 Penalty: 82566.710938
Iteration 488Q: 25 clusters Score -1.47241e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108208 members 
Mstep: Class 4 contains 164984 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41169 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119749 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35772 members 
Mstep: Class 12 contains 122657 members 
Mstep: Class 13 contains 26219 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38957 members 
Mstep: Class 16 contains 107907 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35838 members 
Mstep: Class 19 contains 156194 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147241040.000000 Penalty: 82566.710938
Iteration 489Q: 25 clusters Score -1.47241e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108210 members 
Mstep: Class 4 contains 164990 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41164 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119744 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35768 members 
Mstep: Class 12 contains 122655 members 
Mstep: Class 13 contains 26219 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38957 members 
Mstep: Class 16 contains 107912 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35842 members 
Mstep: Class 19 contains 156189 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147241056.000000 Penalty: 82566.710938
Iteration 490Q: 25 clusters Score -1.472411e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108211 members 
Mstep: Class 4 contains 164988 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41161 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119742 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35768 members 
Mstep: Class 12 contains 122650 members 
Mstep: Class 13 contains 26220 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38958 members 
Mstep: Class 16 contains 107918 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35845 members 
Mstep: Class 19 contains 156187 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147241056.000000 Penalty: 82566.710938
Iteration 491Q: 25 clusters Score -1.472411e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108210 members 
Mstep: Class 4 contains 164988 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41162 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119741 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35767 members 
Mstep: Class 12 contains 122646 members 
Mstep: Class 13 contains 26220 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38958 members 
Mstep: Class 16 contains 107919 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35846 members 
Mstep: Class 19 contains 156190 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240880.000000 Penalty: 82566.710938
Iteration 492Q: 25 clusters Score -1.472409e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108210 members 
Mstep: Class 4 contains 164979 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41165 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119739 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35767 members 
Mstep: Class 12 contains 122647 members 
Mstep: Class 13 contains 26220 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38955 members 
Mstep: Class 16 contains 107921 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35847 members 
Mstep: Class 19 contains 156197 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240832.000000 Penalty: 82566.710938
Iteration 493Q: 25 clusters Score -1.472408e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108214 members 
Mstep: Class 4 contains 164967 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41166 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119733 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35767 members 
Mstep: Class 12 contains 122643 members 
Mstep: Class 13 contains 26221 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38955 members 
Mstep: Class 16 contains 107924 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35849 members 
Mstep: Class 19 contains 156208 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240848.000000 Penalty: 82566.710938
Iteration 494Q: 25 clusters Score -1.472408e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108216 members 
Mstep: Class 4 contains 164953 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41171 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119732 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35766 members 
Mstep: Class 12 contains 122639 members 
Mstep: Class 13 contains 26223 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38953 members 
Mstep: Class 16 contains 107923 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35852 members 
Mstep: Class 19 contains 156214 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240848.000000 Penalty: 82566.710938
Iteration 495Q: 25 clusters Score -1.472408e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108218 members 
Mstep: Class 4 contains 164957 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41172 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119731 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35767 members 
Mstep: Class 12 contains 122632 members 
Mstep: Class 13 contains 26223 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38950 members 
Mstep: Class 16 contains 107922 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35851 members 
Mstep: Class 19 contains 156213 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240864.000000 Penalty: 82566.710938
Iteration 496Q: 25 clusters Score -1.472409e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108220 members 
Mstep: Class 4 contains 164951 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41174 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119730 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35767 members 
Mstep: Class 12 contains 122627 members 
Mstep: Class 13 contains 26222 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38949 members 
Mstep: Class 16 contains 107925 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35849 members 
Mstep: Class 19 contains 156216 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240816.000000 Penalty: 82566.710938
Iteration 497Q: 25 clusters Score -1.472408e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108220 members 
Mstep: Class 4 contains 164961 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41176 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119729 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35769 members 
Mstep: Class 12 contains 122625 members 
Mstep: Class 13 contains 26221 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38948 members 
Mstep: Class 16 contains 107927 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35848 members 
Mstep: Class 19 contains 156208 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240880.000000 Penalty: 82566.710938
Iteration 498Q: 25 clusters Score -1.472409e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108220 members 
Mstep: Class 4 contains 164967 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41177 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119732 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35769 members 
Mstep: Class 12 contains 122629 members 
Mstep: Class 13 contains 26219 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38947 members 
Mstep: Class 16 contains 107929 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35849 members 
Mstep: Class 19 contains 156192 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240880.000000 Penalty: 82566.710938
Iteration 499Q: 25 clusters Score -1.472409e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 215 members 
Mstep: Class 3 contains 108216 members 
Mstep: Class 4 contains 164970 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 41178 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 119736 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 35768 members 
Mstep: Class 12 contains 122626 members 
Mstep: Class 13 contains 26219 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 38945 members 
Mstep: Class 16 contains 107928 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 35850 members 
Mstep: Class 19 contains 156194 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 228 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147240816.000000 Penalty: 82566.710938
Iteration 500F: 25 clusters Score -1.472408e+08 nChanged 54
Maximum iterations exceeded
--- Evaluating fit on full set of 3174649 points ---
Entering Unmasked Estep 
Score: -433696768.000000 Penalty: 89105.656250
21->25 Clusters: Score -433696768.000000, best is -433145600.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1058216 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 50325 members 
Mstep: Class 3 contains 50112 members 
Mstep: Class 4 contains 50431 members 
Mstep: Class 5 contains 50250 members 
Mstep: Class 6 contains 50323 members 
Mstep: Class 7 contains 49880 members 
Mstep: Class 8 contains 50180 members 
Mstep: Class 9 contains 50574 members 
Mstep: Class 10 contains 50113 members 
Mstep: Class 11 contains 50354 members 
Mstep: Class 12 contains 50625 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 50655 members 
Mstep: Class 15 contains 50420 members 
Mstep: Class 16 contains 50818 members 
Mstep: Class 17 contains 50220 members 
Mstep: Class 18 contains 50369 members 
Mstep: Class 19 contains 50273 members 
Mstep: Class 20 contains 51062 members 
Mstep: Class 21 contains 50950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 17.511833 but Gain 3440.281250
Score: -138299104.000000 Penalty: 68805.593750
Iteration 0F: 21 clusters Score -1.382991e+08 nChanged 1007011
Entering Unmasked Mstep 
Mstep: Class 0 contains 3182 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2418 members 
Mstep: Class 3 contains 48174 members 
Mstep: Class 4 contains 833 members 
Mstep: Class 5 contains 142532 members 
Mstep: Class 6 contains 467 members 
Mstep: Class 7 contains 50649 members 
Mstep: Class 8 contains 15075 members 
Mstep: Class 9 contains 448951 members 
Mstep: Class 10 contains 13881 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 988 members 
Mstep: Class 13 contains 35188 members 
Mstep: Class 14 contains 144974 members 
Mstep: Class 15 contains 10523 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 125044 members 
Mstep: Class 18 contains 2434 members 
Mstep: Class 19 contains 2033 members 
Mstep: Class 21 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 288.316589 but Gain 3440.281250
Score: -145477344.000000 Penalty: 65365.312500
Iteration 1F: 20 clusters Score -1.454773e+08 nChanged 330370
Entering Unmasked Mstep 
Mstep: Class 0 contains 3103 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 43651 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 167989 members 
Mstep: Class 6 contains 355 members 
Mstep: Class 7 contains 48219 members 
Mstep: Class 8 contains 7570 members 
Mstep: Class 9 contains 351875 members 
Mstep: Class 10 contains 7164 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 13 contains 26321 members 
Mstep: Class 14 contains 250354 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 132893 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 21 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1029.774414 but Gain 3440.281250
Score: -145906576.000000 Penalty: 61925.031250
Iteration 2F: 19 clusters Score -1.459066e+08 nChanged 243466
Entering Unmasked Mstep 
Mstep: Class 0 contains 2893 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 3 contains 34528 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 195445 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 40238 members 
Mstep: Class 8 contains 4893 members 
Mstep: Class 9 contains 311081 members 
Mstep: Class 10 contains 4149 members 
Mstep: Class 11 contains 825 members 
Mstep: Class 13 contains 21785 members 
Mstep: Class 14 contains 294701 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 2614 members 
Mstep: Class 17 contains 131466 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 860 members 
Mstep: Class 21 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1934.612305 but Gain 3440.277344
Score: -146105952.000000 Penalty: 58484.753906
Iteration 3F: 18 clusters Score -1.46106e+08 nChanged 161700
Entering Unmasked Mstep 
Mstep: Class 0 contains 2151 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 3 contains 31073 members 
Mstep: Class 4 contains 3385 members 
Mstep: Class 5 contains 231480 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 38534 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 302407 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 13 contains 21557 members 
Mstep: Class 14 contains 266737 members 
Mstep: Class 15 contains 7769 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 135298 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 21 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146271728.000000 Penalty: 58484.753906
Iteration 4F: 18 clusters Score -1.462717e+08 nChanged 141454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1912 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 3 contains 30279 members 
Mstep: Class 4 contains 5083 members 
Mstep: Class 5 contains 258541 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 39450 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 277151 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 2288 members 
Mstep: Class 13 contains 23855 members 
Mstep: Class 14 contains 242708 members 
Mstep: Class 15 contains 7753 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 147891 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 21 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146396608.000000 Penalty: 58484.753906
Iteration 5F: 18 clusters Score -1.463966e+08 nChanged 129136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1891 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 3 contains 30980 members 
Mstep: Class 4 contains 7001 members 
Mstep: Class 5 contains 265839 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 41548 members 
Mstep: Class 8 contains 7604 members 
Mstep: Class 9 contains 250459 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 13 contains 27796 members 
Mstep: Class 14 contains 221746 members 
Mstep: Class 15 contains 6654 members 
Mstep: Class 16 contains 8758 members 
Mstep: Class 17 contains 172307 members 
Mstep: Class 18 contains 1277 members 
Mstep: Class 21 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146519856.000000 Penalty: 58484.753906
Iteration 6F: 18 clusters Score -1.465199e+08 nChanged 119408
Entering Unmasked Mstep 
Mstep: Class 0 contains 1855 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 3 contains 32331 members 
Mstep: Class 4 contains 9044 members 
Mstep: Class 5 contains 253272 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 43583 members 
Mstep: Class 8 contains 9251 members 
Mstep: Class 9 contains 228461 members 
Mstep: Class 10 contains 6131 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 13 contains 31771 members 
Mstep: Class 14 contains 203859 members 
Mstep: Class 15 contains 5436 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 206938 members 
Mstep: Class 18 contains 1280 members 
Mstep: Class 21 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146617216.000000 Penalty: 58484.753906
Iteration 7F: 18 clusters Score -1.466172e+08 nChanged 112924
Entering Unmasked Mstep 
Mstep: Class 0 contains 1840 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 3 contains 34133 members 
Mstep: Class 4 contains 10999 members 
Mstep: Class 5 contains 231768 members 
Mstep: Class 6 contains 491 members 
Mstep: Class 7 contains 46040 members 
Mstep: Class 8 contains 10627 members 
Mstep: Class 9 contains 213725 members 
Mstep: Class 10 contains 8087 members 
Mstep: Class 11 contains 4075 members 
Mstep: Class 13 contains 35215 members 
Mstep: Class 14 contains 189182 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 18428 members 
Mstep: Class 17 contains 239232 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146682800.000000 Penalty: 58484.753906
Iteration 8F: 18 clusters Score -1.466828e+08 nChanged 94901
Entering Unmasked Mstep 
Mstep: Class 0 contains 1836 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 3 contains 35886 members 
Mstep: Class 4 contains 12910 members 
Mstep: Class 5 contains 215349 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 48826 members 
Mstep: Class 8 contains 11590 members 
Mstep: Class 9 contains 206722 members 
Mstep: Class 10 contains 10513 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 13 contains 38468 members 
Mstep: Class 14 contains 179374 members 
Mstep: Class 15 contains 3571 members 
Mstep: Class 16 contains 23083 members 
Mstep: Class 17 contains 253890 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 21 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146726896.000000 Penalty: 58484.753906
Iteration 9F: 18 clusters Score -1.467269e+08 nChanged 74144
Entering Unmasked Mstep 
Mstep: Class 0 contains 1833 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 3 contains 37483 members 
Mstep: Class 4 contains 14705 members 
Mstep: Class 5 contains 205699 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 51932 members 
Mstep: Class 8 contains 12166 members 
Mstep: Class 9 contains 203395 members 
Mstep: Class 10 contains 13302 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 13 contains 41574 members 
Mstep: Class 14 contains 173501 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 26804 members 
Mstep: Class 17 contains 254702 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 21 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146760240.000000 Penalty: 58484.753906
Iteration 10F: 18 clusters Score -1.467602e+08 nChanged 58211
Entering Unmasked Mstep 
Mstep: Class 0 contains 1830 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 3 contains 38919 members 
Mstep: Class 4 contains 16404 members 
Mstep: Class 5 contains 200433 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 55138 members 
Mstep: Class 8 contains 12447 members 
Mstep: Class 9 contains 199894 members 
Mstep: Class 10 contains 16118 members 
Mstep: Class 11 contains 5408 members 
Mstep: Class 13 contains 44650 members 
Mstep: Class 14 contains 170517 members 
Mstep: Class 15 contains 3321 members 
Mstep: Class 16 contains 29870 members 
Mstep: Class 17 contains 249090 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 21 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146785424.000000 Penalty: 58484.753906
Iteration 11F: 18 clusters Score -1.467854e+08 nChanged 48854
Entering Unmasked Mstep 
Mstep: Class 0 contains 1825 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 3 contains 40328 members 
Mstep: Class 4 contains 18017 members 
Mstep: Class 5 contains 196682 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 58617 members 
Mstep: Class 8 contains 12491 members 
Mstep: Class 9 contains 196350 members 
Mstep: Class 10 contains 18837 members 
Mstep: Class 11 contains 5795 members 
Mstep: Class 13 contains 47711 members 
Mstep: Class 14 contains 168617 members 
Mstep: Class 15 contains 3317 members 
Mstep: Class 16 contains 32602 members 
Mstep: Class 17 contains 241322 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 21 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146806480.000000 Penalty: 58484.753906
Iteration 12Q: 18 clusters Score -1.468065e+08 nChanged 41945
Entering Unmasked Mstep 
Mstep: Class 0 contains 1824 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 3 contains 41641 members 
Mstep: Class 4 contains 19493 members 
Mstep: Class 5 contains 194509 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 61982 members 
Mstep: Class 8 contains 12490 members 
Mstep: Class 9 contains 192650 members 
Mstep: Class 10 contains 21306 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 13 contains 50736 members 
Mstep: Class 14 contains 167358 members 
Mstep: Class 15 contains 3316 members 
Mstep: Class 16 contains 34730 members 
Mstep: Class 17 contains 232727 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 21 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146825600.000000 Penalty: 58484.753906
Iteration 13Q: 18 clusters Score -1.468256e+08 nChanged 37264
Entering Unmasked Mstep 
Mstep: Class 0 contains 1824 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 3 contains 42900 members 
Mstep: Class 4 contains 20727 members 
Mstep: Class 5 contains 193377 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 65319 members 
Mstep: Class 8 contains 12475 members 
Mstep: Class 9 contains 189085 members 
Mstep: Class 10 contains 23519 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 13 contains 53771 members 
Mstep: Class 14 contains 166321 members 
Mstep: Class 15 contains 3315 members 
Mstep: Class 16 contains 36428 members 
Mstep: Class 17 contains 223877 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146839936.000000 Penalty: 58484.753906
Iteration 14Q: 18 clusters Score -1.468399e+08 nChanged 33777
Entering Unmasked Mstep 
Mstep: Class 0 contains 1824 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 3 contains 44106 members 
Mstep: Class 4 contains 21795 members 
Mstep: Class 5 contains 192978 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 68591 members 
Mstep: Class 8 contains 12394 members 
Mstep: Class 9 contains 185411 members 
Mstep: Class 10 contains 25489 members 
Mstep: Class 11 contains 6434 members 
Mstep: Class 13 contains 56765 members 
Mstep: Class 14 contains 165733 members 
Mstep: Class 15 contains 3315 members 
Mstep: Class 16 contains 37824 members 
Mstep: Class 17 contains 215022 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146852704.000000 Penalty: 58484.753906
Iteration 15Q: 18 clusters Score -1.468527e+08 nChanged 31053
Entering Unmasked Mstep 
Mstep: Class 0 contains 1824 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 3 contains 45157 members 
Mstep: Class 4 contains 22740 members 
Mstep: Class 5 contains 192110 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 71553 members 
Mstep: Class 8 contains 12270 members 
Mstep: Class 9 contains 181638 members 
Mstep: Class 10 contains 27219 members 
Mstep: Class 11 contains 6562 members 
Mstep: Class 13 contains 59793 members 
Mstep: Class 14 contains 165434 members 
Mstep: Class 15 contains 3315 members 
Mstep: Class 16 contains 38975 members 
Mstep: Class 17 contains 207593 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146864384.000000 Penalty: 58484.753906
Iteration 16Q: 18 clusters Score -1.468644e+08 nChanged 28842
Entering Unmasked Mstep 
Mstep: Class 0 contains 1824 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 3 contains 46050 members 
Mstep: Class 4 contains 23570 members 
Mstep: Class 5 contains 191352 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 74553 members 
Mstep: Class 8 contains 12060 members 
Mstep: Class 9 contains 177842 members 
Mstep: Class 10 contains 28679 members 
Mstep: Class 11 contains 6652 members 
Mstep: Class 13 contains 62727 members 
Mstep: Class 14 contains 165569 members 
Mstep: Class 15 contains 3312 members 
Mstep: Class 16 contains 39908 members 
Mstep: Class 17 contains 200498 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146875872.000000 Penalty: 58484.753906
Iteration 17Q: 18 clusters Score -1.468759e+08 nChanged 26654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1824 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 3 contains 46813 members 
Mstep: Class 4 contains 24363 members 
Mstep: Class 5 contains 190330 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 77462 members 
Mstep: Class 8 contains 11820 members 
Mstep: Class 9 contains 174095 members 
Mstep: Class 10 contains 29813 members 
Mstep: Class 11 contains 6706 members 
Mstep: Class 13 contains 65561 members 
Mstep: Class 14 contains 166047 members 
Mstep: Class 15 contains 3310 members 
Mstep: Class 16 contains 40673 members 
Mstep: Class 17 contains 194346 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146884912.000000 Penalty: 58484.753906
Iteration 18Q: 18 clusters Score -1.468849e+08 nChanged 24729
Entering Unmasked Mstep 
Mstep: Class 0 contains 1824 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 3 contains 47457 members 
Mstep: Class 4 contains 25077 members 
Mstep: Class 5 contains 189512 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 80225 members 
Mstep: Class 8 contains 11582 members 
Mstep: Class 9 contains 170487 members 
Mstep: Class 10 contains 30705 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 13 contains 68288 members 
Mstep: Class 14 contains 166663 members 
Mstep: Class 15 contains 3310 members 
Mstep: Class 16 contains 41235 members 
Mstep: Class 17 contains 188730 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146893248.000000 Penalty: 58484.753906
Iteration 19Q: 18 clusters Score -1.468932e+08 nChanged 23189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1824 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 3 contains 47934 members 
Mstep: Class 4 contains 25653 members 
Mstep: Class 5 contains 188582 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 82796 members 
Mstep: Class 8 contains 11328 members 
Mstep: Class 9 contains 167151 members 
Mstep: Class 10 contains 31443 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 13 contains 70947 members 
Mstep: Class 14 contains 167324 members 
Mstep: Class 15 contains 3308 members 
Mstep: Class 16 contains 41646 members 
Mstep: Class 17 contains 183928 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146900624.000000 Penalty: 58484.753906
Iteration 20F: 18 clusters Score -1.469006e+08 nChanged 22436
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 3 contains 48259 members 
Mstep: Class 4 contains 26165 members 
Mstep: Class 5 contains 187410 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 85278 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 164032 members 
Mstep: Class 10 contains 31971 members 
Mstep: Class 11 contains 6746 members 
Mstep: Class 13 contains 73614 members 
Mstep: Class 14 contains 168225 members 
Mstep: Class 15 contains 3308 members 
Mstep: Class 16 contains 41971 members 
Mstep: Class 17 contains 179580 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146906976.000000 Penalty: 58484.753906
Iteration 21Q: 18 clusters Score -1.46907e+08 nChanged 21900
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 3 contains 48559 members 
Mstep: Class 4 contains 26670 members 
Mstep: Class 5 contains 186262 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 87703 members 
Mstep: Class 8 contains 10804 members 
Mstep: Class 9 contains 161113 members 
Mstep: Class 10 contains 32267 members 
Mstep: Class 11 contains 6838 members 
Mstep: Class 13 contains 76268 members 
Mstep: Class 14 contains 169116 members 
Mstep: Class 15 contains 3309 members 
Mstep: Class 16 contains 42234 members 
Mstep: Class 17 contains 175458 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146912640.000000 Penalty: 58484.753906
Iteration 22Q: 18 clusters Score -1.469126e+08 nChanged 20823
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 3 contains 48705 members 
Mstep: Class 4 contains 27153 members 
Mstep: Class 5 contains 185005 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 90039 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 158551 members 
Mstep: Class 10 contains 32411 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 13 contains 78843 members 
Mstep: Class 14 contains 169882 members 
Mstep: Class 15 contains 3311 members 
Mstep: Class 16 contains 42419 members 
Mstep: Class 17 contains 171852 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146918672.000000 Penalty: 58484.753906
Iteration 23Q: 18 clusters Score -1.469187e+08 nChanged 19673
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 3 contains 48774 members 
Mstep: Class 4 contains 27526 members 
Mstep: Class 5 contains 183630 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 92266 members 
Mstep: Class 8 contains 10245 members 
Mstep: Class 9 contains 156504 members 
Mstep: Class 10 contains 32363 members 
Mstep: Class 11 contains 6968 members 
Mstep: Class 13 contains 81362 members 
Mstep: Class 14 contains 170174 members 
Mstep: Class 15 contains 3309 members 
Mstep: Class 16 contains 42511 members 
Mstep: Class 17 contains 169037 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146924016.000000 Penalty: 58484.753906
Iteration 24Q: 18 clusters Score -1.46924e+08 nChanged 18348
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 3 contains 48773 members 
Mstep: Class 4 contains 27838 members 
Mstep: Class 5 contains 182294 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 94367 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 154584 members 
Mstep: Class 10 contains 32232 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 13 contains 83814 members 
Mstep: Class 14 contains 170374 members 
Mstep: Class 15 contains 3311 members 
Mstep: Class 16 contains 42554 members 
Mstep: Class 17 contains 166650 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146928080.000000 Penalty: 58484.753906
Iteration 25Q: 18 clusters Score -1.469281e+08 nChanged 17221
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 3 contains 48724 members 
Mstep: Class 4 contains 28104 members 
Mstep: Class 5 contains 181061 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 96350 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 152724 members 
Mstep: Class 10 contains 32010 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 13 contains 86188 members 
Mstep: Class 14 contains 170391 members 
Mstep: Class 15 contains 3310 members 
Mstep: Class 16 contains 42562 members 
Mstep: Class 17 contains 164815 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146931216.000000 Penalty: 58484.753906
Iteration 26Q: 18 clusters Score -1.469312e+08 nChanged 16335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 3 contains 48690 members 
Mstep: Class 4 contains 28388 members 
Mstep: Class 5 contains 179953 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 98154 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 151049 members 
Mstep: Class 10 contains 31675 members 
Mstep: Class 11 contains 7058 members 
Mstep: Class 13 contains 88379 members 
Mstep: Class 14 contains 170147 members 
Mstep: Class 15 contains 3311 members 
Mstep: Class 16 contains 42537 members 
Mstep: Class 17 contains 163422 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146934000.000000 Penalty: 58484.753906
Iteration 27Q: 18 clusters Score -1.46934e+08 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 3 contains 48654 members 
Mstep: Class 4 contains 28675 members 
Mstep: Class 5 contains 178897 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 99797 members 
Mstep: Class 8 contains 9267 members 
Mstep: Class 9 contains 149446 members 
Mstep: Class 10 contains 31245 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 13 contains 90499 members 
Mstep: Class 14 contains 169944 members 
Mstep: Class 15 contains 3312 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 162290 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146937216.000000 Penalty: 58484.753906
Iteration 28Q: 18 clusters Score -1.469372e+08 nChanged 14788
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 3 contains 48671 members 
Mstep: Class 4 contains 28943 members 
Mstep: Class 5 contains 177803 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 101368 members 
Mstep: Class 8 contains 9094 members 
Mstep: Class 9 contains 147871 members 
Mstep: Class 10 contains 30775 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 13 contains 92509 members 
Mstep: Class 14 contains 169661 members 
Mstep: Class 15 contains 3312 members 
Mstep: Class 16 contains 42378 members 
Mstep: Class 17 contains 161435 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146939936.000000 Penalty: 58484.753906
Iteration 29Q: 18 clusters Score -1.469399e+08 nChanged 13851
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 3 contains 48690 members 
Mstep: Class 4 contains 29215 members 
Mstep: Class 5 contains 176848 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 102730 members 
Mstep: Class 8 contains 8873 members 
Mstep: Class 9 contains 146351 members 
Mstep: Class 10 contains 30281 members 
Mstep: Class 11 contains 6912 members 
Mstep: Class 13 contains 94339 members 
Mstep: Class 14 contains 169432 members 
Mstep: Class 15 contains 3310 members 
Mstep: Class 16 contains 42312 members 
Mstep: Class 17 contains 160769 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146942544.000000 Penalty: 58484.753906
Iteration 30Q: 18 clusters Score -1.469425e+08 nChanged 12912
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 3 contains 48660 members 
Mstep: Class 4 contains 29468 members 
Mstep: Class 5 contains 175975 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 103941 members 
Mstep: Class 8 contains 8689 members 
Mstep: Class 9 contains 144878 members 
Mstep: Class 10 contains 29754 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 13 contains 96099 members 
Mstep: Class 14 contains 169182 members 
Mstep: Class 15 contains 3308 members 
Mstep: Class 16 contains 42232 members 
Mstep: Class 17 contains 160278 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146943696.000000 Penalty: 58484.753906
Iteration 31Q: 18 clusters Score -1.469437e+08 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 3 contains 48628 members 
Mstep: Class 4 contains 29680 members 
Mstep: Class 5 contains 175140 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 105074 members 
Mstep: Class 8 contains 8505 members 
Mstep: Class 9 contains 143474 members 
Mstep: Class 10 contains 29260 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 13 contains 97724 members 
Mstep: Class 14 contains 168914 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 42149 members 
Mstep: Class 17 contains 159930 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146945504.000000 Penalty: 58484.753906
Iteration 32Q: 18 clusters Score -1.469455e+08 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 3 contains 48640 members 
Mstep: Class 4 contains 29897 members 
Mstep: Class 5 contains 174352 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 106065 members 
Mstep: Class 8 contains 8368 members 
Mstep: Class 9 contains 142200 members 
Mstep: Class 10 contains 28780 members 
Mstep: Class 11 contains 6686 members 
Mstep: Class 13 contains 99253 members 
Mstep: Class 14 contains 168603 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 42069 members 
Mstep: Class 17 contains 159583 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146947488.000000 Penalty: 58484.753906
Iteration 33Q: 18 clusters Score -1.469475e+08 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 3 contains 48616 members 
Mstep: Class 4 contains 30116 members 
Mstep: Class 5 contains 173690 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 106905 members 
Mstep: Class 8 contains 8240 members 
Mstep: Class 9 contains 140943 members 
Mstep: Class 10 contains 28314 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 13 contains 100728 members 
Mstep: Class 14 contains 168210 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 42008 members 
Mstep: Class 17 contains 159412 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146949456.000000 Penalty: 58484.753906
Iteration 34Q: 18 clusters Score -1.469495e+08 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 3 contains 48653 members 
Mstep: Class 4 contains 30319 members 
Mstep: Class 5 contains 173047 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 107569 members 
Mstep: Class 8 contains 8144 members 
Mstep: Class 9 contains 139790 members 
Mstep: Class 10 contains 27857 members 
Mstep: Class 11 contains 6506 members 
Mstep: Class 13 contains 102111 members 
Mstep: Class 14 contains 167796 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 41931 members 
Mstep: Class 17 contains 159413 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146951168.000000 Penalty: 58484.753906
Iteration 35Q: 18 clusters Score -1.469512e+08 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 3 contains 48700 members 
Mstep: Class 4 contains 30492 members 
Mstep: Class 5 contains 172464 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 108118 members 
Mstep: Class 8 contains 8047 members 
Mstep: Class 9 contains 138702 members 
Mstep: Class 10 contains 27378 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 13 contains 103344 members 
Mstep: Class 14 contains 167452 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 41846 members 
Mstep: Class 17 contains 159550 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146953088.000000 Penalty: 58484.753906
Iteration 36Q: 18 clusters Score -1.469531e+08 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 3 contains 48768 members 
Mstep: Class 4 contains 30658 members 
Mstep: Class 5 contains 171868 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 108601 members 
Mstep: Class 8 contains 7955 members 
Mstep: Class 9 contains 137677 members 
Mstep: Class 10 contains 26923 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 13 contains 104473 members 
Mstep: Class 14 contains 167186 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 41779 members 
Mstep: Class 17 contains 159780 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146954240.000000 Penalty: 58484.753906
Iteration 37Q: 18 clusters Score -1.469542e+08 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 3 contains 48831 members 
Mstep: Class 4 contains 30825 members 
Mstep: Class 5 contains 171332 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 108982 members 
Mstep: Class 8 contains 7886 members 
Mstep: Class 9 contains 136748 members 
Mstep: Class 10 contains 26496 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 13 contains 105522 members 
Mstep: Class 14 contains 166925 members 
Mstep: Class 15 contains 3300 members 
Mstep: Class 16 contains 41700 members 
Mstep: Class 17 contains 159982 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146955456.000000 Penalty: 58484.753906
Iteration 38Q: 18 clusters Score -1.469555e+08 nChanged 7473
Entering ConstructFrom: 
Score: -146955456.000000 Penalty: 58484.753906
Entering ConstructFrom: 
Trying to split cluster 1 (39899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Entering Unmasked Estep 
Score: -5699935.000000 Penalty: 2627.338379
	Iteration 0F: 2 clusters Score -5699935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -5673131.500000 Penalty: 5254.676758
	Iteration 0F: 3 clusters Score -5673132 nChanged 18192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -5683271.000000 Penalty: 5254.676758
	Iteration 1F: 3 clusters Score -5683271 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -5684017.000000 Penalty: 5254.676758
	Iteration 2Q: 3 clusters Score -5684017 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5684856.000000 Penalty: 5254.676758
	Iteration 3F: 3 clusters Score -5684856 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -5685892.500000 Penalty: 5254.676758
	Iteration 4F: 3 clusters Score -5685892 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -5687289.500000 Penalty: 5254.676758
	Iteration 5F: 3 clusters Score -5687290 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -5689134.500000 Penalty: 5254.676758
	Iteration 6F: 3 clusters Score -5689134 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -5691282.000000 Penalty: 5254.676758
	Iteration 7F: 3 clusters Score -5691282 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -5693167.500000 Penalty: 5254.676758
	Iteration 8F: 3 clusters Score -5693168 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -5694508.500000 Penalty: 5254.676758
	Iteration 9Q: 3 clusters Score -5694508 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -5695305.500000 Penalty: 5254.676758
	Iteration 10Q: 3 clusters Score -5695306 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -5695775.500000 Penalty: 5254.676758
	Iteration 11Q: 3 clusters Score -5695776 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -5696062.500000 Penalty: 5254.676758
	Iteration 12Q: 3 clusters Score -5696062 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -5696267.500000 Penalty: 5254.676758
	Iteration 13Q: 3 clusters Score -5696268 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -5696439.500000 Penalty: 5254.676758
	Iteration 14Q: 3 clusters Score -5696440 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -5696577.000000 Penalty: 5254.676758
	Iteration 15Q: 3 clusters Score -5696577 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -5696722.500000 Penalty: 5254.676758
	Iteration 16Q: 3 clusters Score -5696722 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -5696827.500000 Penalty: 5254.676758
	Iteration 17Q: 3 clusters Score -5696828 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -5696896.000000 Penalty: 5254.676758
	Iteration 18Q: 3 clusters Score -5696896 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -5696994.500000 Penalty: 5254.676758
	Iteration 19Q: 3 clusters Score -5696994 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -5697079.000000 Penalty: 5254.676758
	Iteration 20F: 3 clusters Score -5697079 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -5697141.000000 Penalty: 5254.676758
	Iteration 21Q: 3 clusters Score -5697141 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -5697190.500000 Penalty: 5254.676758
	Iteration 22Q: 3 clusters Score -5697190 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -5697227.500000 Penalty: 5254.676758
	Iteration 23Q: 3 clusters Score -5697228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -5697257.000000 Penalty: 5254.676758
	Iteration 24Q: 3 clusters Score -5697257 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -5697296.000000 Penalty: 5254.676758
	Iteration 25Q: 3 clusters Score -5697296 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -5697325.000000 Penalty: 5254.676758
	Iteration 26Q: 3 clusters Score -5697325 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -5697371.000000 Penalty: 5254.676758
	Iteration 27Q: 3 clusters Score -5697371 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -5697402.500000 Penalty: 5254.676758
	Iteration 28Q: 3 clusters Score -5697402 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5697443.500000 Penalty: 5254.676758
	Iteration 29Q: 3 clusters Score -5697444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -5697468.000000 Penalty: 5254.676758
	Iteration 30Q: 3 clusters Score -5697468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -5697476.500000 Penalty: 5254.676758
	Iteration 31Q: 3 clusters Score -5697476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -5697492.000000 Penalty: 5254.676758
	Iteration 32Q: 3 clusters Score -5697492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -5697511.000000 Penalty: 5254.676758
	Iteration 33Q: 3 clusters Score -5697511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -5697508.000000 Penalty: 5254.676758
	Iteration 34Q: 3 clusters Score -5697508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -5697519.000000 Penalty: 5254.676758
	Iteration 35Q: 3 clusters Score -5697519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -5697531.500000 Penalty: 5254.676758
	Iteration 36Q: 3 clusters Score -5697532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5697536.500000 Penalty: 5254.676758
	Iteration 37Q: 3 clusters Score -5697536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -5697541.500000 Penalty: 5254.676758
	Iteration 38Q: 3 clusters Score -5697542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -5697544.000000 Penalty: 5254.676758
	Iteration 39Q: 3 clusters Score -5697544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -5697548.500000 Penalty: 5254.676758
	Iteration 40F: 3 clusters Score -5697548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -5697558.000000 Penalty: 5254.676758
	Iteration 41Q: 3 clusters Score -5697558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -5697565.000000 Penalty: 5254.676758
	Iteration 42Q: 3 clusters Score -5697565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5697575.500000 Penalty: 5254.676758
	Iteration 43Q: 3 clusters Score -5697576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -5697576.000000 Penalty: 5254.676758
	Iteration 44Q: 3 clusters Score -5697576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -5697582.500000 Penalty: 5254.676758
	Iteration 45Q: 3 clusters Score -5697582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -5697597.500000 Penalty: 5254.676758
	Iteration 46Q: 3 clusters Score -5697598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -5697597.500000 Penalty: 5254.676758
	Iteration 47Q: 3 clusters Score -5697598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -5697605.500000 Penalty: 5254.676758
	Iteration 48Q: 3 clusters Score -5697606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -5697619.000000 Penalty: 5254.676758
	Iteration 49Q: 3 clusters Score -5697619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -5697627.000000 Penalty: 5254.676758
	Iteration 50Q: 3 clusters Score -5697627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -5697621.000000 Penalty: 5254.676758
	Iteration 51Q: 3 clusters Score -5697621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -5697632.500000 Penalty: 5254.676758
	Iteration 52Q: 3 clusters Score -5697632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -5697652.000000 Penalty: 5254.676758
	Iteration 53Q: 3 clusters Score -5697652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5697662.500000 Penalty: 5254.676758
	Iteration 54Q: 3 clusters Score -5697662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -5697672.500000 Penalty: 5254.676758
	Iteration 55Q: 3 clusters Score -5697672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -5697685.500000 Penalty: 5254.676758
	Iteration 56Q: 3 clusters Score -5697686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -5697698.500000 Penalty: 5254.676758
	Iteration 57Q: 3 clusters Score -5697698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -5697696.500000 Penalty: 5254.676758
	Iteration 58Q: 3 clusters Score -5697696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -5697696.500000 Penalty: 5254.676758
	Iteration 59Q: 3 clusters Score -5697696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -5697697.000000 Penalty: 5254.676758
	Iteration 60F: 3 clusters Score -5697697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5697700.000000 Penalty: 5254.676758
	Iteration 61Q: 3 clusters Score -5697700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5697702.500000 Penalty: 5254.676758
	Iteration 62Q: 3 clusters Score -5697702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -5697701.500000 Penalty: 5254.676758
	Iteration 63Q: 3 clusters Score -5697702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -5697700.000000 Penalty: 5254.676758
	Iteration 64Q: 3 clusters Score -5697700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -5697701.000000 Penalty: 5254.676758
	Iteration 65Q: 3 clusters Score -5697701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -5697704.000000 Penalty: 5254.676758
	Iteration 66Q: 3 clusters Score -5697704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -5697707.500000 Penalty: 5254.676758
	Iteration 67Q: 3 clusters Score -5697708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -5697706.500000 Penalty: 5254.676758
	Iteration 68Q: 3 clusters Score -5697706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5697707.500000 Penalty: 5254.676758
	Iteration 69Q: 3 clusters Score -5697708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -5697709.000000 Penalty: 5254.676758
	Iteration 70Q: 3 clusters Score -5697709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5697707.000000 Penalty: 5254.676758
	Iteration 71Q: 3 clusters Score -5697707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5697707.000000 Penalty: 5254.676758
	Iteration 72F: 3 clusters Score -5697707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Entering Unmasked Estep 
Score: -6974771.500000 Penalty: 2678.021484
	Iteration 0F: 2 clusters Score -6974772 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 24448 members 
Entering Unmasked Estep 
Score: -6941811.500000 Penalty: 5356.042969
	Iteration 0F: 3 clusters Score -6941812 nChanged 22765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -6954189.500000 Penalty: 5356.042969
	Iteration 1F: 3 clusters Score -6954190 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -6954727.500000 Penalty: 5356.042969
	Iteration 2Q: 3 clusters Score -6954728 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -6955401.500000 Penalty: 5356.042969
	Iteration 3Q: 3 clusters Score -6955402 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -6956129.000000 Penalty: 5356.042969
	Iteration 4Q: 3 clusters Score -6956129 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -6957080.000000 Penalty: 5356.042969
	Iteration 5Q: 3 clusters Score -6957080 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -6958307.000000 Penalty: 5356.042969
	Iteration 6Q: 3 clusters Score -6958307 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -6959725.000000 Penalty: 5356.042969
	Iteration 7F: 3 clusters Score -6959725 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -6961646.000000 Penalty: 5356.042969
	Iteration 8F: 3 clusters Score -6961646 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -6963739.000000 Penalty: 5356.042969
	Iteration 9F: 3 clusters Score -6963739 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -6965698.000000 Penalty: 5356.042969
	Iteration 10F: 3 clusters Score -6965698 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -6966864.000000 Penalty: 5356.042969
	Iteration 11Q: 3 clusters Score -6966864 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -6967305.500000 Penalty: 5356.042969
	Iteration 12Q: 3 clusters Score -6967306 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -6967460.000000 Penalty: 5356.042969
	Iteration 13Q: 3 clusters Score -6967460 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -6967510.000000 Penalty: 5356.042969
	Iteration 14Q: 3 clusters Score -6967510 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -6967567.500000 Penalty: 5356.042969
	Iteration 15Q: 3 clusters Score -6967568 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -6967651.000000 Penalty: 5356.042969
	Iteration 16Q: 3 clusters Score -6967651 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -6967701.500000 Penalty: 5356.042969
	Iteration 17Q: 3 clusters Score -6967702 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6967713.000000 Penalty: 5356.042969
	Iteration 18Q: 3 clusters Score -6967713 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -6967746.000000 Penalty: 5356.042969
	Iteration 19Q: 3 clusters Score -6967746 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -6967774.500000 Penalty: 5356.042969
	Iteration 20F: 3 clusters Score -6967774 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -6967817.000000 Penalty: 5356.042969
	Iteration 21Q: 3 clusters Score -6967817 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -6967854.000000 Penalty: 5356.042969
	Iteration 22Q: 3 clusters Score -6967854 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -6967895.000000 Penalty: 5356.042969
	Iteration 23Q: 3 clusters Score -6967895 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -6967938.000000 Penalty: 5356.042969
	Iteration 24Q: 3 clusters Score -6967938 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -6967995.000000 Penalty: 5356.042969
	Iteration 25Q: 3 clusters Score -6967995 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -6968053.500000 Penalty: 5356.042969
	Iteration 26Q: 3 clusters Score -6968054 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -6968075.000000 Penalty: 5356.042969
	Iteration 27Q: 3 clusters Score -6968075 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -6968106.000000 Penalty: 5356.042969
	Iteration 28Q: 3 clusters Score -6968106 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -6968126.500000 Penalty: 5356.042969
	Iteration 29Q: 3 clusters Score -6968126 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -6968178.000000 Penalty: 5356.042969
	Iteration 30Q: 3 clusters Score -6968178 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -6968225.000000 Penalty: 5356.042969
	Iteration 31Q: 3 clusters Score -6968225 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -6968266.500000 Penalty: 5356.042969
	Iteration 32Q: 3 clusters Score -6968266 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -6968340.000000 Penalty: 5356.042969
	Iteration 33Q: 3 clusters Score -6968340 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -6968410.500000 Penalty: 5356.042969
	Iteration 34Q: 3 clusters Score -6968410 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -6968449.000000 Penalty: 5356.042969
	Iteration 35Q: 3 clusters Score -6968449 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -6968575.500000 Penalty: 5356.042969
	Iteration 36Q: 3 clusters Score -6968576 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -6968684.500000 Penalty: 5356.042969
	Iteration 37Q: 3 clusters Score -6968684 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -6968755.500000 Penalty: 5356.042969
	Iteration 38Q: 3 clusters Score -6968756 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -6968826.500000 Penalty: 5356.042969
	Iteration 39Q: 3 clusters Score -6968826 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -6968931.000000 Penalty: 5356.042969
	Iteration 40F: 3 clusters Score -6968931 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -6969056.000000 Penalty: 5356.042969
	Iteration 41Q: 3 clusters Score -6969056 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -6969183.000000 Penalty: 5356.042969
	Iteration 42Q: 3 clusters Score -6969183 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -6969317.500000 Penalty: 5356.042969
	Iteration 43Q: 3 clusters Score -6969318 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -6969476.000000 Penalty: 5356.042969
	Iteration 44Q: 3 clusters Score -6969476 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -6969587.500000 Penalty: 5356.042969
	Iteration 45Q: 3 clusters Score -6969588 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -6969717.000000 Penalty: 5356.042969
	Iteration 46Q: 3 clusters Score -6969717 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -6969872.500000 Penalty: 5356.042969
	Iteration 47Q: 3 clusters Score -6969872 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -6970025.500000 Penalty: 5356.042969
	Iteration 48Q: 3 clusters Score -6970026 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -6970152.000000 Penalty: 5356.042969
	Iteration 49Q: 3 clusters Score -6970152 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -6970310.000000 Penalty: 5356.042969
	Iteration 50Q: 3 clusters Score -6970310 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -6970475.000000 Penalty: 5356.042969
	Iteration 51Q: 3 clusters Score -6970475 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -6970595.000000 Penalty: 5356.042969
	Iteration 52Q: 3 clusters Score -6970595 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -6970724.500000 Penalty: 5356.042969
	Iteration 53Q: 3 clusters Score -6970724 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -6970878.000000 Penalty: 5356.042969
	Iteration 54Q: 3 clusters Score -6970878 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -6971026.500000 Penalty: 5356.042969
	Iteration 55Q: 3 clusters Score -6971026 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -6971146.000000 Penalty: 5356.042969
	Iteration 56Q: 3 clusters Score -6971146 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -6971276.000000 Penalty: 5356.042969
	Iteration 57Q: 3 clusters Score -6971276 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -6971414.000000 Penalty: 5356.042969
	Iteration 58Q: 3 clusters Score -6971414 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -6971530.500000 Penalty: 5356.042969
	Iteration 59Q: 3 clusters Score -6971530 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -6971665.500000 Penalty: 5356.042969
	Iteration 60F: 3 clusters Score -6971666 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -6971776.000000 Penalty: 5356.042969
	Iteration 61Q: 3 clusters Score -6971776 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -6971869.000000 Penalty: 5356.042969
	Iteration 62Q: 3 clusters Score -6971869 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -6971949.000000 Penalty: 5356.042969
	Iteration 63Q: 3 clusters Score -6971949 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -6972025.000000 Penalty: 5356.042969
	Iteration 64Q: 3 clusters Score -6972025 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -6972129.000000 Penalty: 5356.042969
	Iteration 65Q: 3 clusters Score -6972129 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -6972218.500000 Penalty: 5356.042969
	Iteration 66Q: 3 clusters Score -6972218 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -6972298.500000 Penalty: 5356.042969
	Iteration 67Q: 3 clusters Score -6972298 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -6972362.500000 Penalty: 5356.042969
	Iteration 68Q: 3 clusters Score -6972362 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -6972392.500000 Penalty: 5356.042969
	Iteration 69Q: 3 clusters Score -6972392 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -6972432.000000 Penalty: 5356.042969
	Iteration 70Q: 3 clusters Score -6972432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -6972459.500000 Penalty: 5356.042969
	Iteration 71Q: 3 clusters Score -6972460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -6972490.500000 Penalty: 5356.042969
	Iteration 72Q: 3 clusters Score -6972490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -6972522.000000 Penalty: 5356.042969
	Iteration 73Q: 3 clusters Score -6972522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -6972535.000000 Penalty: 5356.042969
	Iteration 74Q: 3 clusters Score -6972535 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -6972544.000000 Penalty: 5356.042969
	Iteration 75Q: 3 clusters Score -6972544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -6972549.000000 Penalty: 5356.042969
	Iteration 76Q: 3 clusters Score -6972549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -6972553.000000 Penalty: 5356.042969
	Iteration 77Q: 3 clusters Score -6972553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -6972563.500000 Penalty: 5356.042969
	Iteration 78Q: 3 clusters Score -6972564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -6972570.000000 Penalty: 5356.042969
	Iteration 79Q: 3 clusters Score -6972570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -6972573.000000 Penalty: 5356.042969
	Iteration 80F: 3 clusters Score -6972573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -6972583.500000 Penalty: 5356.042969
	Iteration 81Q: 3 clusters Score -6972584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -6972608.000000 Penalty: 5356.042969
	Iteration 82Q: 3 clusters Score -6972608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -6972607.500000 Penalty: 5356.042969
	Iteration 83Q: 3 clusters Score -6972608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -6972608.000000 Penalty: 5356.042969
	Iteration 84Q: 3 clusters Score -6972608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -6972623.500000 Penalty: 5356.042969
	Iteration 85Q: 3 clusters Score -6972624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -6972634.500000 Penalty: 5356.042969
	Iteration 86Q: 3 clusters Score -6972634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6972632.500000 Penalty: 5356.042969
	Iteration 87Q: 3 clusters Score -6972632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -6972628.500000 Penalty: 5356.042969
	Iteration 88Q: 3 clusters Score -6972628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -6972648.000000 Penalty: 5356.042969
	Iteration 89Q: 3 clusters Score -6972648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -6972648.000000 Penalty: 5356.042969
	Iteration 90Q: 3 clusters Score -6972648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -6972649.500000 Penalty: 5356.042969
	Iteration 91Q: 3 clusters Score -6972650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -6972653.500000 Penalty: 5356.042969
	Iteration 92Q: 3 clusters Score -6972654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -6972662.500000 Penalty: 5356.042969
	Iteration 93Q: 3 clusters Score -6972662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -6972663.000000 Penalty: 5356.042969
	Iteration 94Q: 3 clusters Score -6972663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -6972661.500000 Penalty: 5356.042969
	Iteration 95Q: 3 clusters Score -6972662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -6972667.500000 Penalty: 5356.042969
	Iteration 96Q: 3 clusters Score -6972668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -6972667.500000 Penalty: 5356.042969
	Iteration 97F: 3 clusters Score -6972668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Entering Unmasked Estep 
Score: -4428109.500000 Penalty: 2564.560059
	Iteration 0F: 2 clusters Score -4428110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -4406954.500000 Penalty: 5129.120117
	Iteration 0F: 3 clusters Score -4406954 nChanged 14054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -4415973.500000 Penalty: 5129.120117
	Iteration 1F: 3 clusters Score -4415974 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4417608.500000 Penalty: 5129.120117
	Iteration 2F: 3 clusters Score -4417608 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4419315.000000 Penalty: 5129.120117
	Iteration 3F: 3 clusters Score -4419315 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -4421557.000000 Penalty: 5129.120117
	Iteration 4F: 3 clusters Score -4421557 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -4424212.500000 Penalty: 5129.120117
	Iteration 5F: 3 clusters Score -4424212 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4426838.000000 Penalty: 5129.120117
	Iteration 6F: 3 clusters Score -4426838 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -4428683.000000 Penalty: 5129.120117
	Iteration 7F: 3 clusters Score -4428683 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -4429740.000000 Penalty: 5129.120117
	Iteration 8Q: 3 clusters Score -4429740 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -4430312.000000 Penalty: 5129.120117
	Iteration 9Q: 3 clusters Score -4430312 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -4430575.500000 Penalty: 5129.120117
	Iteration 10Q: 3 clusters Score -4430576 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -4430708.500000 Penalty: 5129.120117
	Iteration 11Q: 3 clusters Score -4430708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4430791.500000 Penalty: 5129.120117
	Iteration 12Q: 3 clusters Score -4430792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4430811.500000 Penalty: 5129.120117
	Iteration 13Q: 3 clusters Score -4430812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -4430831.500000 Penalty: 5129.120117
	Iteration 14Q: 3 clusters Score -4430832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -4430844.000000 Penalty: 5129.120117
	Iteration 15Q: 3 clusters Score -4430844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4430850.000000 Penalty: 5129.120117
	Iteration 16Q: 3 clusters Score -4430850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -4430862.000000 Penalty: 5129.120117
	Iteration 17Q: 3 clusters Score -4430862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -4430854.500000 Penalty: 5129.120117
	Iteration 18Q: 3 clusters Score -4430854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -4430859.000000 Penalty: 5129.120117
	Iteration 19Q: 3 clusters Score -4430859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -4430864.500000 Penalty: 5129.120117
	Iteration 20F: 3 clusters Score -4430864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4430867.000000 Penalty: 5129.120117
	Iteration 21Q: 3 clusters Score -4430867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4430867.000000 Penalty: 5129.120117
	Iteration 22Q: 3 clusters Score -4430867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4430867.000000 Penalty: 5129.120117
	Iteration 23F: 3 clusters Score -4430867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 30169 members 
Mstep: Class 3 contains 48946 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 170837 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 109229 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 135936 members 
Mstep: Class 10 contains 26109 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 13 contains 106573 members 
Mstep: Class 14 contains 166650 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 41612 members 
Mstep: Class 17 contains 160152 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
Score: -146957600.000000 Penalty: 61925.031250
Splitting cluster 4 changes total score from -146955456.000000 to -146957600.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (170837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170837 members 
Entering Unmasked Estep 
Score: -23952934.000000 Penalty: 2988.019287
	Iteration 0F: 2 clusters Score -2.395293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
Score: -23846062.000000 Penalty: 5976.038574
	Iteration 0F: 3 clusters Score -2.384606e+07 nChanged 82005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81848 members 
Mstep: Class 2 contains 88989 members 
Entering Unmasked Estep 
Score: -23893576.000000 Penalty: 5976.038574
	Iteration 1F: 3 clusters Score -2.389358e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -23894968.000000 Penalty: 5976.038574
	Iteration 2Q: 3 clusters Score -2.389497e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -23897020.000000 Penalty: 5976.038574
	Iteration 3Q: 3 clusters Score -2.389702e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -23900248.000000 Penalty: 5976.038574
	Iteration 4Q: 3 clusters Score -2.390025e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -23905204.000000 Penalty: 5976.038574
	Iteration 5Q: 3 clusters Score -2.39052e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 110854 members 
Entering Unmasked Estep 
Score: -23912426.000000 Penalty: 5976.038574
	Iteration 6F: 3 clusters Score -2.391243e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 118940 members 
Entering Unmasked Estep 
Score: -23920858.000000 Penalty: 5976.038574
	Iteration 7F: 3 clusters Score -2.392086e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 126720 members 
Entering Unmasked Estep 
Score: -23929380.000000 Penalty: 5976.038574
	Iteration 8F: 3 clusters Score -2.392938e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 133184 members 
Entering Unmasked Estep 
Score: -23936100.000000 Penalty: 5976.038574
	Iteration 9F: 3 clusters Score -2.39361e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 138281 members 
Entering Unmasked Estep 
Score: -23940686.000000 Penalty: 5976.038574
	Iteration 10Q: 3 clusters Score -2.394069e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 142555 members 
Entering Unmasked Estep 
Score: -23943610.000000 Penalty: 5976.038574
	Iteration 11Q: 3 clusters Score -2.394361e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 146262 members 
Entering Unmasked Estep 
Score: -23945678.000000 Penalty: 5976.038574
	Iteration 12Q: 3 clusters Score -2.394568e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 149466 members 
Entering Unmasked Estep 
Score: -23946900.000000 Penalty: 5976.038574
	Iteration 13Q: 3 clusters Score -2.39469e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 152079 members 
Entering Unmasked Estep 
Score: -23947810.000000 Penalty: 5976.038574
	Iteration 14Q: 3 clusters Score -2.394781e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 154303 members 
Entering Unmasked Estep 
Score: -23948350.000000 Penalty: 5976.038574
	Iteration 15Q: 3 clusters Score -2.394835e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 156230 members 
Entering Unmasked Estep 
Score: -23948808.000000 Penalty: 5976.038574
	Iteration 16Q: 3 clusters Score -2.394881e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 157848 members 
Entering Unmasked Estep 
Score: -23949226.000000 Penalty: 5976.038574
	Iteration 17Q: 3 clusters Score -2.394923e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 159160 members 
Entering Unmasked Estep 
Score: -23949328.000000 Penalty: 5976.038574
	Iteration 18Q: 3 clusters Score -2.394933e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 160258 members 
Entering Unmasked Estep 
Score: -23949562.000000 Penalty: 5976.038574
	Iteration 19Q: 3 clusters Score -2.394956e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 161125 members 
Entering Unmasked Estep 
Score: -23949658.000000 Penalty: 5976.038574
	Iteration 20F: 3 clusters Score -2.394966e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 161842 members 
Entering Unmasked Estep 
Score: -23949836.000000 Penalty: 5976.038574
	Iteration 21Q: 3 clusters Score -2.394984e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 162471 members 
Entering Unmasked Estep 
Score: -23950046.000000 Penalty: 5976.038574
	Iteration 22Q: 3 clusters Score -2.395005e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 163008 members 
Entering Unmasked Estep 
Score: -23950096.000000 Penalty: 5976.038574
	Iteration 23Q: 3 clusters Score -2.39501e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 163485 members 
Entering Unmasked Estep 
Score: -23950178.000000 Penalty: 5976.038574
	Iteration 24Q: 3 clusters Score -2.395018e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 163897 members 
Entering Unmasked Estep 
Score: -23950234.000000 Penalty: 5976.038574
	Iteration 25Q: 3 clusters Score -2.395023e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 164267 members 
Entering Unmasked Estep 
Score: -23950294.000000 Penalty: 5976.038574
	Iteration 26Q: 3 clusters Score -2.395029e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 164605 members 
Entering Unmasked Estep 
Score: -23950262.000000 Penalty: 5976.038574
	Iteration 27Q: 3 clusters Score -2.395026e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 164881 members 
Entering Unmasked Estep 
Score: -23950392.000000 Penalty: 5976.038574
	Iteration 28Q: 3 clusters Score -2.395039e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 165135 members 
Entering Unmasked Estep 
Score: -23950494.000000 Penalty: 5976.038574
	Iteration 29Q: 3 clusters Score -2.395049e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 165326 members 
Entering Unmasked Estep 
Score: -23950518.000000 Penalty: 5976.038574
	Iteration 30Q: 3 clusters Score -2.395052e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 165476 members 
Entering Unmasked Estep 
Score: -23950502.000000 Penalty: 5976.038574
	Iteration 31Q: 3 clusters Score -2.39505e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 165618 members 
Entering Unmasked Estep 
Score: -23950474.000000 Penalty: 5976.038574
	Iteration 32Q: 3 clusters Score -2.395047e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 165746 members 
Entering Unmasked Estep 
Score: -23950532.000000 Penalty: 5976.038574
	Iteration 33Q: 3 clusters Score -2.395053e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 165860 members 
Entering Unmasked Estep 
Score: -23950544.000000 Penalty: 5976.038574
	Iteration 34Q: 3 clusters Score -2.395054e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 165956 members 
Entering Unmasked Estep 
Score: -23950518.000000 Penalty: 5976.038574
	Iteration 35Q: 3 clusters Score -2.395052e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 166064 members 
Entering Unmasked Estep 
Score: -23950552.000000 Penalty: 5976.038574
	Iteration 36Q: 3 clusters Score -2.395055e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 166160 members 
Entering Unmasked Estep 
Score: -23950586.000000 Penalty: 5976.038574
	Iteration 37Q: 3 clusters Score -2.395059e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 166236 members 
Entering Unmasked Estep 
Score: -23950582.000000 Penalty: 5976.038574
	Iteration 38Q: 3 clusters Score -2.395058e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 166311 members 
Entering Unmasked Estep 
Score: -23950616.000000 Penalty: 5976.038574
	Iteration 39Q: 3 clusters Score -2.395062e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 166371 members 
Entering Unmasked Estep 
Score: -23950620.000000 Penalty: 5976.038574
	Iteration 40F: 3 clusters Score -2.395062e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -23950638.000000 Penalty: 5976.038574
	Iteration 41Q: 3 clusters Score -2.395064e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 166469 members 
Entering Unmasked Estep 
Score: -23950628.000000 Penalty: 5976.038574
	Iteration 42Q: 3 clusters Score -2.395063e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 166513 members 
Entering Unmasked Estep 
Score: -23950668.000000 Penalty: 5976.038574
	Iteration 43Q: 3 clusters Score -2.395067e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 166552 members 
Entering Unmasked Estep 
Score: -23950708.000000 Penalty: 5976.038574
	Iteration 44Q: 3 clusters Score -2.395071e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 166586 members 
Entering Unmasked Estep 
Score: -23950712.000000 Penalty: 5976.038574
	Iteration 45Q: 3 clusters Score -2.395071e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 166621 members 
Entering Unmasked Estep 
Score: -23950688.000000 Penalty: 5976.038574
	Iteration 46Q: 3 clusters Score -2.395069e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 166656 members 
Entering Unmasked Estep 
Score: -23950708.000000 Penalty: 5976.038574
	Iteration 47Q: 3 clusters Score -2.395071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 166682 members 
Entering Unmasked Estep 
Score: -23950698.000000 Penalty: 5976.038574
	Iteration 48Q: 3 clusters Score -2.39507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 166699 members 
Entering Unmasked Estep 
Score: -23950686.000000 Penalty: 5976.038574
	Iteration 49Q: 3 clusters Score -2.395069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 166705 members 
Entering Unmasked Estep 
Score: -23950656.000000 Penalty: 5976.038574
	Iteration 50Q: 3 clusters Score -2.395066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 166711 members 
Entering Unmasked Estep 
Score: -23950652.000000 Penalty: 5976.038574
	Iteration 51Q: 3 clusters Score -2.395065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 166721 members 
Entering Unmasked Estep 
Score: -23950670.000000 Penalty: 5976.038574
	Iteration 52Q: 3 clusters Score -2.395067e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 166741 members 
Entering Unmasked Estep 
Score: -23950682.000000 Penalty: 5976.038574
	Iteration 53Q: 3 clusters Score -2.395068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 166760 members 
Entering Unmasked Estep 
Score: -23950676.000000 Penalty: 5976.038574
	Iteration 54Q: 3 clusters Score -2.395068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 166778 members 
Entering Unmasked Estep 
Score: -23950682.000000 Penalty: 5976.038574
	Iteration 55Q: 3 clusters Score -2.395068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 166793 members 
Entering Unmasked Estep 
Score: -23950680.000000 Penalty: 5976.038574
	Iteration 56Q: 3 clusters Score -2.395068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 166809 members 
Entering Unmasked Estep 
Score: -23950668.000000 Penalty: 5976.038574
	Iteration 57Q: 3 clusters Score -2.395067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 166820 members 
Entering Unmasked Estep 
Score: -23950664.000000 Penalty: 5976.038574
	Iteration 58Q: 3 clusters Score -2.395066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 166830 members 
Entering Unmasked Estep 
Score: -23950666.000000 Penalty: 5976.038574
	Iteration 59Q: 3 clusters Score -2.395067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 166840 members 
Entering Unmasked Estep 
Score: -23950652.000000 Penalty: 5976.038574
	Iteration 60F: 3 clusters Score -2.395065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 166849 members 
Entering Unmasked Estep 
Score: -23950672.000000 Penalty: 5976.038574
	Iteration 61Q: 3 clusters Score -2.395067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 166854 members 
Entering Unmasked Estep 
Score: -23950662.000000 Penalty: 5976.038574
	Iteration 62Q: 3 clusters Score -2.395066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 166856 members 
Entering Unmasked Estep 
Score: -23950658.000000 Penalty: 5976.038574
	Iteration 63Q: 3 clusters Score -2.395066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 166859 members 
Entering Unmasked Estep 
Score: -23950662.000000 Penalty: 5976.038574
	Iteration 64Q: 3 clusters Score -2.395066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 166859 members 
Entering Unmasked Estep 
Score: -23950660.000000 Penalty: 5976.038574
	Iteration 65Q: 3 clusters Score -2.395066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 166859 members 
Entering Unmasked Estep 
Score: -23950660.000000 Penalty: 5976.038574
	Iteration 66F: 3 clusters Score -2.395066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -61195.761719 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -61195.76 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 255 members 
Entering Unmasked Estep 
Score: -59791.601562 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -59791.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60115.050781 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -60115.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60337.171875 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -60337.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60661.281250 Penalty: 3086.397705
	Iteration 3F: 3 clusters Score -60661.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60997.332031 Penalty: 3086.397705
	Iteration 4F: 3 clusters Score -60997.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -61173.425781 Penalty: 3086.397705
	Iteration 5F: 3 clusters Score -61173.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -61337.593750 Penalty: 3086.397705
	Iteration 6F: 3 clusters Score -61337.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -61384.933594 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -61384.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -61400.671875 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -61400.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -61410.039062 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -61410.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -61410.039062 Penalty: 3086.397705
	Iteration 10F: 3 clusters Score -61410.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 30169 members 
Mstep: Class 3 contains 48946 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 170837 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 109229 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 135936 members 
Mstep: Class 10 contains 26109 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 106573 members 
Mstep: Class 14 contains 166650 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 41612 members 
Mstep: Class 17 contains 160152 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
Score: -146955872.000000 Penalty: 65365.312500
Splitting cluster 6 changes total score from -146955456.000000 to -146955872.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 7 (109229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Entering Unmasked Estep 
Score: -15530952.000000 Penalty: 2877.098145
	Iteration 0F: 2 clusters Score -1.553095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -15458467.000000 Penalty: 5754.196289
	Iteration 0F: 3 clusters Score -1.545847e+07 nChanged 51776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -15488217.000000 Penalty: 5754.196289
	Iteration 1F: 3 clusters Score -1.548822e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -15489179.000000 Penalty: 5754.196289
	Iteration 2Q: 3 clusters Score -1.548918e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -15490555.000000 Penalty: 5754.196289
	Iteration 3Q: 3 clusters Score -1.549056e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -15492860.000000 Penalty: 5754.196289
	Iteration 4Q: 3 clusters Score -1.549286e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -15496658.000000 Penalty: 5754.196289
	Iteration 5F: 3 clusters Score -1.549666e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -15502908.000000 Penalty: 5754.196289
	Iteration 6F: 3 clusters Score -1.550291e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -15511164.000000 Penalty: 5754.196289
	Iteration 7F: 3 clusters Score -1.551116e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -15518792.000000 Penalty: 5754.196289
	Iteration 8F: 3 clusters Score -1.551879e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
Score: -15523843.000000 Penalty: 5754.196289
	Iteration 9Q: 3 clusters Score -1.552384e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -15526426.000000 Penalty: 5754.196289
	Iteration 10Q: 3 clusters Score -1.552643e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 107070 members 
Entering Unmasked Estep 
Score: -15527514.000000 Penalty: 5754.196289
	Iteration 11Q: 3 clusters Score -1.552751e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 107749 members 
Entering Unmasked Estep 
Score: -15528069.000000 Penalty: 5754.196289
	Iteration 12Q: 3 clusters Score -1.552807e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 108090 members 
Entering Unmasked Estep 
Score: -15528306.000000 Penalty: 5754.196289
	Iteration 13Q: 3 clusters Score -1.552831e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 108270 members 
Entering Unmasked Estep 
Score: -15528442.000000 Penalty: 5754.196289
	Iteration 14Q: 3 clusters Score -1.552844e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 108380 members 
Entering Unmasked Estep 
Score: -15528559.000000 Penalty: 5754.196289
	Iteration 15Q: 3 clusters Score -1.552856e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 108441 members 
Entering Unmasked Estep 
Score: -15528602.000000 Penalty: 5754.196289
	Iteration 16Q: 3 clusters Score -1.55286e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 108479 members 
Entering Unmasked Estep 
Score: -15528641.000000 Penalty: 5754.196289
	Iteration 17Q: 3 clusters Score -1.552864e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 108504 members 
Entering Unmasked Estep 
Score: -15528642.000000 Penalty: 5754.196289
	Iteration 18Q: 3 clusters Score -1.552864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 108524 members 
Entering Unmasked Estep 
Score: -15528681.000000 Penalty: 5754.196289
	Iteration 19Q: 3 clusters Score -1.552868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 108543 members 
Entering Unmasked Estep 
Score: -15528672.000000 Penalty: 5754.196289
	Iteration 20F: 3 clusters Score -1.552867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 108556 members 
Entering Unmasked Estep 
Score: -15528703.000000 Penalty: 5754.196289
	Iteration 21Q: 3 clusters Score -1.55287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 108570 members 
Entering Unmasked Estep 
Score: -15528719.000000 Penalty: 5754.196289
	Iteration 22Q: 3 clusters Score -1.552872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -15528732.000000 Penalty: 5754.196289
	Iteration 23Q: 3 clusters Score -1.552873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 108594 members 
Entering Unmasked Estep 
Score: -15528746.000000 Penalty: 5754.196289
	Iteration 24Q: 3 clusters Score -1.552875e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
Score: -15528738.000000 Penalty: 5754.196289
	Iteration 25Q: 3 clusters Score -1.552874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 108609 members 
Entering Unmasked Estep 
Score: -15528753.000000 Penalty: 5754.196289
	Iteration 26Q: 3 clusters Score -1.552875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 108614 members 
Entering Unmasked Estep 
Score: -15528766.000000 Penalty: 5754.196289
	Iteration 27Q: 3 clusters Score -1.552877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 108617 members 
Entering Unmasked Estep 
Score: -15528758.000000 Penalty: 5754.196289
	Iteration 28Q: 3 clusters Score -1.552876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 108618 members 
Entering Unmasked Estep 
Score: -15528754.000000 Penalty: 5754.196289
	Iteration 29Q: 3 clusters Score -1.552875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 108620 members 
Entering Unmasked Estep 
Score: -15528755.000000 Penalty: 5754.196289
	Iteration 30Q: 3 clusters Score -1.552876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 108622 members 
Entering Unmasked Estep 
Score: -15528759.000000 Penalty: 5754.196289
	Iteration 31Q: 3 clusters Score -1.552876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 108622 members 
Entering Unmasked Estep 
Score: -15528759.000000 Penalty: 5754.196289
	Iteration 32F: 3 clusters Score -1.552876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -1119927.875000 Penalty: 2223.339600
	Iteration 0F: 2 clusters Score -1119928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1113610.625000 Penalty: 4446.679199
	Iteration 0F: 3 clusters Score -1113611 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1115338.500000 Penalty: 4446.679199
	Iteration 1F: 3 clusters Score -1115338 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1115670.000000 Penalty: 4446.679199
	Iteration 2F: 3 clusters Score -1115670 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1115975.625000 Penalty: 4446.679199
	Iteration 3F: 3 clusters Score -1115976 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1116270.250000 Penalty: 4446.679199
	Iteration 4F: 3 clusters Score -1116270 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1116573.625000 Penalty: 4446.679199
	Iteration 5F: 3 clusters Score -1116574 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1116865.375000 Penalty: 4446.679199
	Iteration 6F: 3 clusters Score -1116865 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1117096.375000 Penalty: 4446.679199
	Iteration 7Q: 3 clusters Score -1117096 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1117299.750000 Penalty: 4446.679199
	Iteration 8Q: 3 clusters Score -1117300 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1117469.875000 Penalty: 4446.679199
	Iteration 9Q: 3 clusters Score -1117470 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1117592.625000 Penalty: 4446.679199
	Iteration 10Q: 3 clusters Score -1117593 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1117685.625000 Penalty: 4446.679199
	Iteration 11Q: 3 clusters Score -1117686 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1117756.750000 Penalty: 4446.679199
	Iteration 12Q: 3 clusters Score -1117757 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1117819.875000 Penalty: 4446.679199
	Iteration 13Q: 3 clusters Score -1117820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1117877.875000 Penalty: 4446.679199
	Iteration 14Q: 3 clusters Score -1117878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1117918.500000 Penalty: 4446.679199
	Iteration 15Q: 3 clusters Score -1117918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1117956.875000 Penalty: 4446.679199
	Iteration 16Q: 3 clusters Score -1117957 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1117998.625000 Penalty: 4446.679199
	Iteration 17Q: 3 clusters Score -1117999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1118026.000000 Penalty: 4446.679199
	Iteration 18Q: 3 clusters Score -1118026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1118043.375000 Penalty: 4446.679199
	Iteration 19Q: 3 clusters Score -1118043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1118059.375000 Penalty: 4446.679199
	Iteration 20F: 3 clusters Score -1118059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1118070.375000 Penalty: 4446.679199
	Iteration 21Q: 3 clusters Score -1118070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1118079.250000 Penalty: 4446.679199
	Iteration 22Q: 3 clusters Score -1118079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1118094.375000 Penalty: 4446.679199
	Iteration 23Q: 3 clusters Score -1118094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1118104.125000 Penalty: 4446.679199
	Iteration 24Q: 3 clusters Score -1118104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1118114.250000 Penalty: 4446.679199
	Iteration 25Q: 3 clusters Score -1118114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1118124.500000 Penalty: 4446.679199
	Iteration 26Q: 3 clusters Score -1118124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1118128.500000 Penalty: 4446.679199
	Iteration 27Q: 3 clusters Score -1118128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1118133.125000 Penalty: 4446.679199
	Iteration 28Q: 3 clusters Score -1118133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1118136.125000 Penalty: 4446.679199
	Iteration 29Q: 3 clusters Score -1118136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1118141.500000 Penalty: 4446.679199
	Iteration 30Q: 3 clusters Score -1118142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1118142.750000 Penalty: 4446.679199
	Iteration 31Q: 3 clusters Score -1118143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1118141.875000 Penalty: 4446.679199
	Iteration 32Q: 3 clusters Score -1118142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1118145.750000 Penalty: 4446.679199
	Iteration 33Q: 3 clusters Score -1118146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1118148.875000 Penalty: 4446.679199
	Iteration 34Q: 3 clusters Score -1118149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1118151.875000 Penalty: 4446.679199
	Iteration 35Q: 3 clusters Score -1118152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1118152.375000 Penalty: 4446.679199
	Iteration 36Q: 3 clusters Score -1118152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1118155.500000 Penalty: 4446.679199
	Iteration 37Q: 3 clusters Score -1118156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1118156.000000 Penalty: 4446.679199
	Iteration 38Q: 3 clusters Score -1118156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1118156.000000 Penalty: 4446.679199
	Iteration 39Q: 3 clusters Score -1118156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1118158.500000 Penalty: 4446.679199
	Iteration 40F: 3 clusters Score -1118158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1118158.625000 Penalty: 4446.679199
	Iteration 41Q: 3 clusters Score -1118159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1118161.375000 Penalty: 4446.679199
	Iteration 42Q: 3 clusters Score -1118161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1118163.750000 Penalty: 4446.679199
	Iteration 43Q: 3 clusters Score -1118164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1118172.500000 Penalty: 4446.679199
	Iteration 44Q: 3 clusters Score -1118172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1118178.375000 Penalty: 4446.679199
	Iteration 45Q: 3 clusters Score -1118178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1118182.875000 Penalty: 4446.679199
	Iteration 46Q: 3 clusters Score -1118183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1118186.750000 Penalty: 4446.679199
	Iteration 47Q: 3 clusters Score -1118187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1118191.625000 Penalty: 4446.679199
	Iteration 48Q: 3 clusters Score -1118192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1118195.250000 Penalty: 4446.679199
	Iteration 49Q: 3 clusters Score -1118195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1118196.125000 Penalty: 4446.679199
	Iteration 50Q: 3 clusters Score -1118196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1118202.750000 Penalty: 4446.679199
	Iteration 51Q: 3 clusters Score -1118203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1118207.875000 Penalty: 4446.679199
	Iteration 52Q: 3 clusters Score -1118208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1118214.125000 Penalty: 4446.679199
	Iteration 53Q: 3 clusters Score -1118214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1118218.750000 Penalty: 4446.679199
	Iteration 54Q: 3 clusters Score -1118219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1118221.875000 Penalty: 4446.679199
	Iteration 55Q: 3 clusters Score -1118222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1118223.875000 Penalty: 4446.679199
	Iteration 56Q: 3 clusters Score -1118224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1118229.000000 Penalty: 4446.679199
	Iteration 57Q: 3 clusters Score -1118229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1118230.375000 Penalty: 4446.679199
	Iteration 58Q: 3 clusters Score -1118230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1118230.375000 Penalty: 4446.679199
	Iteration 59F: 3 clusters Score -1118230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (135936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135936 members 
Entering Unmasked Estep 
Score: -19214166.000000 Penalty: 2931.344971
	Iteration 0F: 2 clusters Score -1.921417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -19125066.000000 Penalty: 5862.689941
	Iteration 0F: 3 clusters Score -1.912507e+07 nChanged 64672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 68320 members 
Entering Unmasked Estep 
Score: -19162040.000000 Penalty: 5862.689941
	Iteration 1F: 3 clusters Score -1.916204e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67817 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -19162794.000000 Penalty: 5862.689941
	Iteration 2Q: 3 clusters Score -1.916279e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -19163776.000000 Penalty: 5862.689941
	Iteration 3Q: 3 clusters Score -1.916378e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -19164852.000000 Penalty: 5862.689941
	Iteration 4Q: 3 clusters Score -1.916485e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -19166392.000000 Penalty: 5862.689941
	Iteration 5Q: 3 clusters Score -1.916639e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -19168322.000000 Penalty: 5862.689941
	Iteration 6Q: 3 clusters Score -1.916832e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 66895 members 
Entering Unmasked Estep 
Score: -19170796.000000 Penalty: 5862.689941
	Iteration 7Q: 3 clusters Score -1.91708e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -19174054.000000 Penalty: 5862.689941
	Iteration 8Q: 3 clusters Score -1.917405e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -19177936.000000 Penalty: 5862.689941
	Iteration 9F: 3 clusters Score -1.917794e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -19182604.000000 Penalty: 5862.689941
	Iteration 10F: 3 clusters Score -1.91826e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 69090 members 
Entering Unmasked Estep 
Score: -19187728.000000 Penalty: 5862.689941
	Iteration 11F: 3 clusters Score -1.918773e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -19191616.000000 Penalty: 5862.689941
	Iteration 12F: 3 clusters Score -1.919162e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -19194150.000000 Penalty: 5862.689941
	Iteration 13Q: 3 clusters Score -1.919415e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 72019 members 
Entering Unmasked Estep 
Score: -19195454.000000 Penalty: 5862.689941
	Iteration 14Q: 3 clusters Score -1.919545e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -19196172.000000 Penalty: 5862.689941
	Iteration 15Q: 3 clusters Score -1.919617e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -19196554.000000 Penalty: 5862.689941
	Iteration 16Q: 3 clusters Score -1.919655e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -19196790.000000 Penalty: 5862.689941
	Iteration 17Q: 3 clusters Score -1.919679e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -19197140.000000 Penalty: 5862.689941
	Iteration 18Q: 3 clusters Score -1.919714e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -19197342.000000 Penalty: 5862.689941
	Iteration 19Q: 3 clusters Score -1.919734e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -19197610.000000 Penalty: 5862.689941
	Iteration 20F: 3 clusters Score -1.919761e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 76737 members 
Entering Unmasked Estep 
Score: -19197830.000000 Penalty: 5862.689941
	Iteration 21Q: 3 clusters Score -1.919783e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -19198020.000000 Penalty: 5862.689941
	Iteration 22Q: 3 clusters Score -1.919802e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -19198180.000000 Penalty: 5862.689941
	Iteration 23Q: 3 clusters Score -1.919818e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -19198468.000000 Penalty: 5862.689941
	Iteration 24Q: 3 clusters Score -1.919847e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 80093 members 
Entering Unmasked Estep 
Score: -19198588.000000 Penalty: 5862.689941
	Iteration 25Q: 3 clusters Score -1.919859e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -19198742.000000 Penalty: 5862.689941
	Iteration 26Q: 3 clusters Score -1.919874e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 81997 members 
Entering Unmasked Estep 
Score: -19198916.000000 Penalty: 5862.689941
	Iteration 27Q: 3 clusters Score -1.919892e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -19199060.000000 Penalty: 5862.689941
	Iteration 28Q: 3 clusters Score -1.919906e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -19199174.000000 Penalty: 5862.689941
	Iteration 29Q: 3 clusters Score -1.919917e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -19199362.000000 Penalty: 5862.689941
	Iteration 30Q: 3 clusters Score -1.919936e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -19199578.000000 Penalty: 5862.689941
	Iteration 31Q: 3 clusters Score -1.919958e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -19199904.000000 Penalty: 5862.689941
	Iteration 32Q: 3 clusters Score -1.91999e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 89587 members 
Entering Unmasked Estep 
Score: -19200182.000000 Penalty: 5862.689941
	Iteration 33Q: 3 clusters Score -1.920018e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 91165 members 
Entering Unmasked Estep 
Score: -19200520.000000 Penalty: 5862.689941
	Iteration 34Q: 3 clusters Score -1.920052e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 92818 members 
Entering Unmasked Estep 
Score: -19200814.000000 Penalty: 5862.689941
	Iteration 35Q: 3 clusters Score -1.920081e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -19201204.000000 Penalty: 5862.689941
	Iteration 36Q: 3 clusters Score -1.92012e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 96360 members 
Entering Unmasked Estep 
Score: -19201596.000000 Penalty: 5862.689941
	Iteration 37Q: 3 clusters Score -1.92016e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 98230 members 
Entering Unmasked Estep 
Score: -19201932.000000 Penalty: 5862.689941
	Iteration 38Q: 3 clusters Score -1.920193e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -19202426.000000 Penalty: 5862.689941
	Iteration 39Q: 3 clusters Score -1.920243e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 101999 members 
Entering Unmasked Estep 
Score: -19202842.000000 Penalty: 5862.689941
	Iteration 40F: 3 clusters Score -1.920284e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 103895 members 
Entering Unmasked Estep 
Score: -19203310.000000 Penalty: 5862.689941
	Iteration 41Q: 3 clusters Score -1.920331e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 105801 members 
Entering Unmasked Estep 
Score: -19203828.000000 Penalty: 5862.689941
	Iteration 42Q: 3 clusters Score -1.920383e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -19204306.000000 Penalty: 5862.689941
	Iteration 43Q: 3 clusters Score -1.920431e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -19204802.000000 Penalty: 5862.689941
	Iteration 44Q: 3 clusters Score -1.92048e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 111667 members 
Entering Unmasked Estep 
Score: -19205340.000000 Penalty: 5862.689941
	Iteration 45Q: 3 clusters Score -1.920534e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 113600 members 
Entering Unmasked Estep 
Score: -19205948.000000 Penalty: 5862.689941
	Iteration 46Q: 3 clusters Score -1.920595e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -19206618.000000 Penalty: 5862.689941
	Iteration 47Q: 3 clusters Score -1.920662e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 117470 members 
Entering Unmasked Estep 
Score: -19207088.000000 Penalty: 5862.689941
	Iteration 48Q: 3 clusters Score -1.920709e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 119251 members 
Entering Unmasked Estep 
Score: -19207606.000000 Penalty: 5862.689941
	Iteration 49Q: 3 clusters Score -1.920761e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 120981 members 
Entering Unmasked Estep 
Score: -19208198.000000 Penalty: 5862.689941
	Iteration 50Q: 3 clusters Score -1.92082e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 122532 members 
Entering Unmasked Estep 
Score: -19208704.000000 Penalty: 5862.689941
	Iteration 51Q: 3 clusters Score -1.92087e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 124042 members 
Entering Unmasked Estep 
Score: -19209292.000000 Penalty: 5862.689941
	Iteration 52Q: 3 clusters Score -1.920929e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 125432 members 
Entering Unmasked Estep 
Score: -19209858.000000 Penalty: 5862.689941
	Iteration 53Q: 3 clusters Score -1.920986e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 126709 members 
Entering Unmasked Estep 
Score: -19210322.000000 Penalty: 5862.689941
	Iteration 54Q: 3 clusters Score -1.921032e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 127899 members 
Entering Unmasked Estep 
Score: -19210666.000000 Penalty: 5862.689941
	Iteration 55Q: 3 clusters Score -1.921067e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 128918 members 
Entering Unmasked Estep 
Score: -19211098.000000 Penalty: 5862.689941
	Iteration 56Q: 3 clusters Score -1.92111e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 129797 members 
Entering Unmasked Estep 
Score: -19211358.000000 Penalty: 5862.689941
	Iteration 57Q: 3 clusters Score -1.921136e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 130546 members 
Entering Unmasked Estep 
Score: -19211588.000000 Penalty: 5862.689941
	Iteration 58Q: 3 clusters Score -1.921159e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 131156 members 
Entering Unmasked Estep 
Score: -19211840.000000 Penalty: 5862.689941
	Iteration 59Q: 3 clusters Score -1.921184e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 131678 members 
Entering Unmasked Estep 
Score: -19212044.000000 Penalty: 5862.689941
	Iteration 60F: 3 clusters Score -1.921204e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 132100 members 
Entering Unmasked Estep 
Score: -19212194.000000 Penalty: 5862.689941
	Iteration 61Q: 3 clusters Score -1.921219e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 132439 members 
Entering Unmasked Estep 
Score: -19212274.000000 Penalty: 5862.689941
	Iteration 62Q: 3 clusters Score -1.921227e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 132700 members 
Entering Unmasked Estep 
Score: -19212340.000000 Penalty: 5862.689941
	Iteration 63Q: 3 clusters Score -1.921234e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 132904 members 
Entering Unmasked Estep 
Score: -19212378.000000 Penalty: 5862.689941
	Iteration 64Q: 3 clusters Score -1.921238e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 133074 members 
Entering Unmasked Estep 
Score: -19212448.000000 Penalty: 5862.689941
	Iteration 65Q: 3 clusters Score -1.921245e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 133213 members 
Entering Unmasked Estep 
Score: -19212480.000000 Penalty: 5862.689941
	Iteration 66Q: 3 clusters Score -1.921248e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 133309 members 
Entering Unmasked Estep 
Score: -19212494.000000 Penalty: 5862.689941
	Iteration 67Q: 3 clusters Score -1.921249e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 133382 members 
Entering Unmasked Estep 
Score: -19212518.000000 Penalty: 5862.689941
	Iteration 68Q: 3 clusters Score -1.921252e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 133442 members 
Entering Unmasked Estep 
Score: -19212540.000000 Penalty: 5862.689941
	Iteration 69Q: 3 clusters Score -1.921254e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 133500 members 
Entering Unmasked Estep 
Score: -19212556.000000 Penalty: 5862.689941
	Iteration 70Q: 3 clusters Score -1.921256e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 133549 members 
Entering Unmasked Estep 
Score: -19212552.000000 Penalty: 5862.689941
	Iteration 71Q: 3 clusters Score -1.921255e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 133582 members 
Entering Unmasked Estep 
Score: -19212552.000000 Penalty: 5862.689941
	Iteration 72Q: 3 clusters Score -1.921255e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 133610 members 
Entering Unmasked Estep 
Score: -19212574.000000 Penalty: 5862.689941
	Iteration 73Q: 3 clusters Score -1.921257e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 133634 members 
Entering Unmasked Estep 
Score: -19212574.000000 Penalty: 5862.689941
	Iteration 74Q: 3 clusters Score -1.921257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 133651 members 
Entering Unmasked Estep 
Score: -19212572.000000 Penalty: 5862.689941
	Iteration 75Q: 3 clusters Score -1.921257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 133671 members 
Entering Unmasked Estep 
Score: -19212570.000000 Penalty: 5862.689941
	Iteration 76Q: 3 clusters Score -1.921257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 133687 members 
Entering Unmasked Estep 
Score: -19212572.000000 Penalty: 5862.689941
	Iteration 77Q: 3 clusters Score -1.921257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 133701 members 
Entering Unmasked Estep 
Score: -19212580.000000 Penalty: 5862.689941
	Iteration 78Q: 3 clusters Score -1.921258e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 133723 members 
Entering Unmasked Estep 
Score: -19212578.000000 Penalty: 5862.689941
	Iteration 79Q: 3 clusters Score -1.921258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 133740 members 
Entering Unmasked Estep 
Score: -19212578.000000 Penalty: 5862.689941
	Iteration 80F: 3 clusters Score -1.921258e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 133762 members 
Entering Unmasked Estep 
Score: -19212568.000000 Penalty: 5862.689941
	Iteration 81Q: 3 clusters Score -1.921257e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 133788 members 
Entering Unmasked Estep 
Score: -19212578.000000 Penalty: 5862.689941
	Iteration 82Q: 3 clusters Score -1.921258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 133804 members 
Entering Unmasked Estep 
Score: -19212574.000000 Penalty: 5862.689941
	Iteration 83Q: 3 clusters Score -1.921257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 133811 members 
Entering Unmasked Estep 
Score: -19212564.000000 Penalty: 5862.689941
	Iteration 84Q: 3 clusters Score -1.921256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 133817 members 
Entering Unmasked Estep 
Score: -19212582.000000 Penalty: 5862.689941
	Iteration 85Q: 3 clusters Score -1.921258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 133821 members 
Entering Unmasked Estep 
Score: -19212576.000000 Penalty: 5862.689941
	Iteration 86Q: 3 clusters Score -1.921258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 133829 members 
Entering Unmasked Estep 
Score: -19212578.000000 Penalty: 5862.689941
	Iteration 87Q: 3 clusters Score -1.921258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 133839 members 
Entering Unmasked Estep 
Score: -19212576.000000 Penalty: 5862.689941
	Iteration 88Q: 3 clusters Score -1.921258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 133841 members 
Entering Unmasked Estep 
Score: -19212560.000000 Penalty: 5862.689941
	Iteration 89Q: 3 clusters Score -1.921256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 133847 members 
Entering Unmasked Estep 
Score: -19212564.000000 Penalty: 5862.689941
	Iteration 90Q: 3 clusters Score -1.921256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 133852 members 
Entering Unmasked Estep 
Score: -19212566.000000 Penalty: 5862.689941
	Iteration 91Q: 3 clusters Score -1.921257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -19212566.000000 Penalty: 5862.689941
	Iteration 92Q: 3 clusters Score -1.921257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 133863 members 
Entering Unmasked Estep 
Score: -19212580.000000 Penalty: 5862.689941
	Iteration 93Q: 3 clusters Score -1.921258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 133863 members 
Entering Unmasked Estep 
Score: -19212554.000000 Penalty: 5862.689941
	Iteration 94Q: 3 clusters Score -1.921255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -19212554.000000 Penalty: 5862.689941
	Iteration 95Q: 3 clusters Score -1.921255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 133866 members 
Entering Unmasked Estep 
Score: -19212564.000000 Penalty: 5862.689941
	Iteration 96Q: 3 clusters Score -1.921256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 133867 members 
Entering Unmasked Estep 
Score: -19212558.000000 Penalty: 5862.689941
	Iteration 97Q: 3 clusters Score -1.921256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 133870 members 
Entering Unmasked Estep 
Score: -19212552.000000 Penalty: 5862.689941
	Iteration 98Q: 3 clusters Score -1.921255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 133874 members 
Entering Unmasked Estep 
Score: -19212554.000000 Penalty: 5862.689941
	Iteration 99Q: 3 clusters Score -1.921255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 133876 members 
Entering Unmasked Estep 
Score: -19212556.000000 Penalty: 5862.689941
	Iteration 100F: 3 clusters Score -1.921256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 133876 members 
Entering Unmasked Estep 
Score: -19212562.000000 Penalty: 5862.689941
	Iteration 101Q: 3 clusters Score -1.921256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 133877 members 
Entering Unmasked Estep 
Score: -19212562.000000 Penalty: 5862.689941
	Iteration 102Q: 3 clusters Score -1.921256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 133877 members 
Entering Unmasked Estep 
Score: -19212562.000000 Penalty: 5862.689941
	Iteration 103F: 3 clusters Score -1.921256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Entering Unmasked Estep 
Score: -3733913.500000 Penalty: 2522.168701
	Iteration 0F: 2 clusters Score -3733914 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 13038 members 
Entering Unmasked Estep 
Score: -3715898.750000 Penalty: 5044.337402
	Iteration 0F: 3 clusters Score -3715899 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3722255.000000 Penalty: 5044.337402
	Iteration 1F: 3 clusters Score -3722255 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3722837.250000 Penalty: 5044.337402
	Iteration 2F: 3 clusters Score -3722837 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3723466.750000 Penalty: 5044.337402
	Iteration 3F: 3 clusters Score -3723467 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3724127.000000 Penalty: 5044.337402
	Iteration 4F: 3 clusters Score -3724127 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3724913.500000 Penalty: 5044.337402
	Iteration 5F: 3 clusters Score -3724914 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3725878.500000 Penalty: 5044.337402
	Iteration 6F: 3 clusters Score -3725878 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3727111.750000 Penalty: 5044.337402
	Iteration 7F: 3 clusters Score -3727112 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3728415.250000 Penalty: 5044.337402
	Iteration 8F: 3 clusters Score -3728415 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3729367.750000 Penalty: 5044.337402
	Iteration 9F: 3 clusters Score -3729368 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3729951.750000 Penalty: 5044.337402
	Iteration 10Q: 3 clusters Score -3729952 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3730270.000000 Penalty: 5044.337402
	Iteration 11Q: 3 clusters Score -3730270 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -3730442.000000 Penalty: 5044.337402
	Iteration 12Q: 3 clusters Score -3730442 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3730574.250000 Penalty: 5044.337402
	Iteration 13Q: 3 clusters Score -3730574 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3730697.500000 Penalty: 5044.337402
	Iteration 14Q: 3 clusters Score -3730698 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3730794.000000 Penalty: 5044.337402
	Iteration 15Q: 3 clusters Score -3730794 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3730893.750000 Penalty: 5044.337402
	Iteration 16Q: 3 clusters Score -3730894 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3730978.750000 Penalty: 5044.337402
	Iteration 17Q: 3 clusters Score -3730979 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -3731048.000000 Penalty: 5044.337402
	Iteration 18Q: 3 clusters Score -3731048 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3731104.500000 Penalty: 5044.337402
	Iteration 19Q: 3 clusters Score -3731104 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3731169.750000 Penalty: 5044.337402
	Iteration 20F: 3 clusters Score -3731170 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3731225.750000 Penalty: 5044.337402
	Iteration 21Q: 3 clusters Score -3731226 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3731295.750000 Penalty: 5044.337402
	Iteration 22Q: 3 clusters Score -3731296 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3731348.750000 Penalty: 5044.337402
	Iteration 23Q: 3 clusters Score -3731349 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3731416.750000 Penalty: 5044.337402
	Iteration 24Q: 3 clusters Score -3731417 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3731464.000000 Penalty: 5044.337402
	Iteration 25Q: 3 clusters Score -3731464 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3731532.250000 Penalty: 5044.337402
	Iteration 26Q: 3 clusters Score -3731532 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3731592.000000 Penalty: 5044.337402
	Iteration 27Q: 3 clusters Score -3731592 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3731646.250000 Penalty: 5044.337402
	Iteration 28Q: 3 clusters Score -3731646 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3731698.750000 Penalty: 5044.337402
	Iteration 29Q: 3 clusters Score -3731699 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3731751.750000 Penalty: 5044.337402
	Iteration 30Q: 3 clusters Score -3731752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3731776.250000 Penalty: 5044.337402
	Iteration 31Q: 3 clusters Score -3731776 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3731816.500000 Penalty: 5044.337402
	Iteration 32Q: 3 clusters Score -3731816 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3731846.250000 Penalty: 5044.337402
	Iteration 33Q: 3 clusters Score -3731846 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3731864.750000 Penalty: 5044.337402
	Iteration 34Q: 3 clusters Score -3731865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3731871.750000 Penalty: 5044.337402
	Iteration 35Q: 3 clusters Score -3731872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3731890.750000 Penalty: 5044.337402
	Iteration 36Q: 3 clusters Score -3731891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3731901.500000 Penalty: 5044.337402
	Iteration 37Q: 3 clusters Score -3731902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3731908.750000 Penalty: 5044.337402
	Iteration 38Q: 3 clusters Score -3731909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3731924.000000 Penalty: 5044.337402
	Iteration 39Q: 3 clusters Score -3731924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3731940.250000 Penalty: 5044.337402
	Iteration 40F: 3 clusters Score -3731940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3731942.250000 Penalty: 5044.337402
	Iteration 41Q: 3 clusters Score -3731942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3731947.000000 Penalty: 5044.337402
	Iteration 42Q: 3 clusters Score -3731947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3731958.250000 Penalty: 5044.337402
	Iteration 43Q: 3 clusters Score -3731958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3731971.250000 Penalty: 5044.337402
	Iteration 44Q: 3 clusters Score -3731971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3731970.750000 Penalty: 5044.337402
	Iteration 45Q: 3 clusters Score -3731971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3731972.000000 Penalty: 5044.337402
	Iteration 46Q: 3 clusters Score -3731972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3731980.500000 Penalty: 5044.337402
	Iteration 47Q: 3 clusters Score -3731980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3731983.250000 Penalty: 5044.337402
	Iteration 48Q: 3 clusters Score -3731983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3731982.250000 Penalty: 5044.337402
	Iteration 49Q: 3 clusters Score -3731982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3731992.250000 Penalty: 5044.337402
	Iteration 50Q: 3 clusters Score -3731992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3731993.000000 Penalty: 5044.337402
	Iteration 51Q: 3 clusters Score -3731993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3731991.000000 Penalty: 5044.337402
	Iteration 52Q: 3 clusters Score -3731991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3731994.000000 Penalty: 5044.337402
	Iteration 53Q: 3 clusters Score -3731994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3731992.250000 Penalty: 5044.337402
	Iteration 54Q: 3 clusters Score -3731992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3731994.000000 Penalty: 5044.337402
	Iteration 55Q: 3 clusters Score -3731994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3731993.500000 Penalty: 5044.337402
	Iteration 56Q: 3 clusters Score -3731994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3731990.250000 Penalty: 5044.337402
	Iteration 57Q: 3 clusters Score -3731990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3731993.500000 Penalty: 5044.337402
	Iteration 58Q: 3 clusters Score -3731994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3731997.750000 Penalty: 5044.337402
	Iteration 59Q: 3 clusters Score -3731998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3731993.000000 Penalty: 5044.337402
	Iteration 60F: 3 clusters Score -3731993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3731995.750000 Penalty: 5044.337402
	Iteration 61Q: 3 clusters Score -3731996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3731999.000000 Penalty: 5044.337402
	Iteration 62Q: 3 clusters Score -3731999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3732003.750000 Penalty: 5044.337402
	Iteration 63Q: 3 clusters Score -3732004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3732002.000000 Penalty: 5044.337402
	Iteration 64Q: 3 clusters Score -3732002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3732001.500000 Penalty: 5044.337402
	Iteration 65Q: 3 clusters Score -3732002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3732002.750000 Penalty: 5044.337402
	Iteration 66Q: 3 clusters Score -3732003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3732003.750000 Penalty: 5044.337402
	Iteration 67Q: 3 clusters Score -3732004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3732004.250000 Penalty: 5044.337402
	Iteration 68Q: 3 clusters Score -3732004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3732004.250000 Penalty: 5044.337402
	Iteration 69F: 3 clusters Score -3732004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -882553.312500 Penalty: 2168.039551
	Iteration 0F: 2 clusters Score -882553.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -877238.750000 Penalty: 4336.079102
	Iteration 0F: 3 clusters Score -877238.8 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -878529.812500 Penalty: 4336.079102
	Iteration 1F: 3 clusters Score -878529.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -878761.000000 Penalty: 4336.079102
	Iteration 2F: 3 clusters Score -878761 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -878916.250000 Penalty: 4336.079102
	Iteration 3F: 3 clusters Score -878916.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -879010.937500 Penalty: 4336.079102
	Iteration 4Q: 3 clusters Score -879010.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -879098.750000 Penalty: 4336.079102
	Iteration 5Q: 3 clusters Score -879098.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -879162.750000 Penalty: 4336.079102
	Iteration 6Q: 3 clusters Score -879162.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -879216.250000 Penalty: 4336.079102
	Iteration 7Q: 3 clusters Score -879216.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -879266.625000 Penalty: 4336.079102
	Iteration 8Q: 3 clusters Score -879266.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -879301.437500 Penalty: 4336.079102
	Iteration 9Q: 3 clusters Score -879301.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -879337.562500 Penalty: 4336.079102
	Iteration 10Q: 3 clusters Score -879337.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -879370.125000 Penalty: 4336.079102
	Iteration 11Q: 3 clusters Score -879370.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -879395.750000 Penalty: 4336.079102
	Iteration 12Q: 3 clusters Score -879395.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -879420.250000 Penalty: 4336.079102
	Iteration 13Q: 3 clusters Score -879420.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -879448.125000 Penalty: 4336.079102
	Iteration 14Q: 3 clusters Score -879448.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -879489.687500 Penalty: 4336.079102
	Iteration 15Q: 3 clusters Score -879489.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -879540.312500 Penalty: 4336.079102
	Iteration 16Q: 3 clusters Score -879540.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -879585.250000 Penalty: 4336.079102
	Iteration 17Q: 3 clusters Score -879585.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -879630.625000 Penalty: 4336.079102
	Iteration 18Q: 3 clusters Score -879630.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -879682.562500 Penalty: 4336.079102
	Iteration 19Q: 3 clusters Score -879682.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -879739.312500 Penalty: 4336.079102
	Iteration 20F: 3 clusters Score -879739.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -879798.250000 Penalty: 4336.079102
	Iteration 21Q: 3 clusters Score -879798.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -879869.625000 Penalty: 4336.079102
	Iteration 22Q: 3 clusters Score -879869.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -879953.500000 Penalty: 4336.079102
	Iteration 23Q: 3 clusters Score -879953.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -880036.687500 Penalty: 4336.079102
	Iteration 24Q: 3 clusters Score -880036.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -880117.625000 Penalty: 4336.079102
	Iteration 25Q: 3 clusters Score -880117.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -880194.062500 Penalty: 4336.079102
	Iteration 26Q: 3 clusters Score -880194.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -880262.375000 Penalty: 4336.079102
	Iteration 27Q: 3 clusters Score -880262.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -880314.875000 Penalty: 4336.079102
	Iteration 28Q: 3 clusters Score -880314.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -880365.687500 Penalty: 4336.079102
	Iteration 29Q: 3 clusters Score -880365.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -880416.187500 Penalty: 4336.079102
	Iteration 30Q: 3 clusters Score -880416.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -880473.625000 Penalty: 4336.079102
	Iteration 31Q: 3 clusters Score -880473.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -880510.562500 Penalty: 4336.079102
	Iteration 32Q: 3 clusters Score -880510.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -880546.187500 Penalty: 4336.079102
	Iteration 33Q: 3 clusters Score -880546.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -880582.500000 Penalty: 4336.079102
	Iteration 34Q: 3 clusters Score -880582.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -880609.375000 Penalty: 4336.079102
	Iteration 35Q: 3 clusters Score -880609.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -880629.562500 Penalty: 4336.079102
	Iteration 36Q: 3 clusters Score -880629.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -880643.312500 Penalty: 4336.079102
	Iteration 37Q: 3 clusters Score -880643.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -880655.250000 Penalty: 4336.079102
	Iteration 38Q: 3 clusters Score -880655.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -880663.000000 Penalty: 4336.079102
	Iteration 39Q: 3 clusters Score -880663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -880670.937500 Penalty: 4336.079102
	Iteration 40F: 3 clusters Score -880670.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -880685.062500 Penalty: 4336.079102
	Iteration 41Q: 3 clusters Score -880685.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -880693.687500 Penalty: 4336.079102
	Iteration 42Q: 3 clusters Score -880693.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -880702.312500 Penalty: 4336.079102
	Iteration 43Q: 3 clusters Score -880702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -880707.062500 Penalty: 4336.079102
	Iteration 44Q: 3 clusters Score -880707.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -880715.250000 Penalty: 4336.079102
	Iteration 45Q: 3 clusters Score -880715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -880722.375000 Penalty: 4336.079102
	Iteration 46Q: 3 clusters Score -880722.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -880728.625000 Penalty: 4336.079102
	Iteration 47Q: 3 clusters Score -880728.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -880734.562500 Penalty: 4336.079102
	Iteration 48Q: 3 clusters Score -880734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -880737.312500 Penalty: 4336.079102
	Iteration 49Q: 3 clusters Score -880737.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -880742.562500 Penalty: 4336.079102
	Iteration 50Q: 3 clusters Score -880742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -880744.312500 Penalty: 4336.079102
	Iteration 51Q: 3 clusters Score -880744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -880746.375000 Penalty: 4336.079102
	Iteration 52Q: 3 clusters Score -880746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -880747.375000 Penalty: 4336.079102
	Iteration 53Q: 3 clusters Score -880747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -880748.125000 Penalty: 4336.079102
	Iteration 54Q: 3 clusters Score -880748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -880752.187500 Penalty: 4336.079102
	Iteration 55Q: 3 clusters Score -880752.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -880752.375000 Penalty: 4336.079102
	Iteration 56Q: 3 clusters Score -880752.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -880752.375000 Penalty: 4336.079102
	Iteration 57F: 3 clusters Score -880752.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (106573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106573 members 
Entering Unmasked Estep 
Score: -15120045.000000 Penalty: 2870.993164
	Iteration 0F: 2 clusters Score -1.512004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -15049244.000000 Penalty: 5741.986328
	Iteration 0F: 3 clusters Score -1.504924e+07 nChanged 50375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -15077696.000000 Penalty: 5741.986328
	Iteration 1F: 3 clusters Score -1.50777e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -15078633.000000 Penalty: 5741.986328
	Iteration 2Q: 3 clusters Score -1.507863e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -15079886.000000 Penalty: 5741.986328
	Iteration 3Q: 3 clusters Score -1.507989e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -15081674.000000 Penalty: 5741.986328
	Iteration 4Q: 3 clusters Score -1.508167e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -15085157.000000 Penalty: 5741.986328
	Iteration 5F: 3 clusters Score -1.508516e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -15090774.000000 Penalty: 5741.986328
	Iteration 6F: 3 clusters Score -1.509077e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -15098380.000000 Penalty: 5741.986328
	Iteration 7F: 3 clusters Score -1.509838e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -15106456.000000 Penalty: 5741.986328
	Iteration 8F: 3 clusters Score -1.510646e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 99607 members 
Entering Unmasked Estep 
Score: -15112164.000000 Penalty: 5741.986328
	Iteration 9F: 3 clusters Score -1.511216e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 103123 members 
Entering Unmasked Estep 
Score: -15115156.000000 Penalty: 5741.986328
	Iteration 10Q: 3 clusters Score -1.511516e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -15116585.000000 Penalty: 5741.986328
	Iteration 11Q: 3 clusters Score -1.511658e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 105422 members 
Entering Unmasked Estep 
Score: -15117187.000000 Penalty: 5741.986328
	Iteration 12Q: 3 clusters Score -1.511719e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 105671 members 
Entering Unmasked Estep 
Score: -15117446.000000 Penalty: 5741.986328
	Iteration 13Q: 3 clusters Score -1.511745e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -15117597.000000 Penalty: 5741.986328
	Iteration 14Q: 3 clusters Score -1.51176e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -15117708.000000 Penalty: 5741.986328
	Iteration 15Q: 3 clusters Score -1.511771e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -15117763.000000 Penalty: 5741.986328
	Iteration 16Q: 3 clusters Score -1.511776e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 105947 members 
Entering Unmasked Estep 
Score: -15117805.000000 Penalty: 5741.986328
	Iteration 17Q: 3 clusters Score -1.51178e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 105965 members 
Entering Unmasked Estep 
Score: -15117840.000000 Penalty: 5741.986328
	Iteration 18Q: 3 clusters Score -1.511784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 105975 members 
Entering Unmasked Estep 
Score: -15117844.000000 Penalty: 5741.986328
	Iteration 19Q: 3 clusters Score -1.511784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -15117877.000000 Penalty: 5741.986328
	Iteration 20F: 3 clusters Score -1.511788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 105988 members 
Entering Unmasked Estep 
Score: -15117869.000000 Penalty: 5741.986328
	Iteration 21Q: 3 clusters Score -1.511787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 105991 members 
Entering Unmasked Estep 
Score: -15117879.000000 Penalty: 5741.986328
	Iteration 22Q: 3 clusters Score -1.511788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 105996 members 
Entering Unmasked Estep 
Score: -15117890.000000 Penalty: 5741.986328
	Iteration 23Q: 3 clusters Score -1.511789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 106000 members 
Entering Unmasked Estep 
Score: -15117889.000000 Penalty: 5741.986328
	Iteration 24Q: 3 clusters Score -1.511789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 105998 members 
Entering Unmasked Estep 
Score: -15117898.000000 Penalty: 5741.986328
	Iteration 25Q: 3 clusters Score -1.51179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 105997 members 
Entering Unmasked Estep 
Score: -15117901.000000 Penalty: 5741.986328
	Iteration 26Q: 3 clusters Score -1.51179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 105997 members 
Entering Unmasked Estep 
Score: -15117902.000000 Penalty: 5741.986328
	Iteration 27Q: 3 clusters Score -1.51179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 105998 members 
Entering Unmasked Estep 
Score: -15117894.000000 Penalty: 5741.986328
	Iteration 28Q: 3 clusters Score -1.511789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 105998 members 
Entering Unmasked Estep 
Score: -15117894.000000 Penalty: 5741.986328
	Iteration 29F: 3 clusters Score -1.511789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166650 members 
Entering Unmasked Estep 
Score: -23666608.000000 Penalty: 2981.865479
	Iteration 0F: 2 clusters Score -2.366661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 83046 members 
Entering Unmasked Estep 
Score: -23565962.000000 Penalty: 5963.730957
	Iteration 0F: 3 clusters Score -2.356596e+07 nChanged 79947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -23613638.000000 Penalty: 5963.730957
	Iteration 1F: 3 clusters Score -2.361364e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92819 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -23616168.000000 Penalty: 5963.730957
	Iteration 2Q: 3 clusters Score -2.361617e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98204 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -23620360.000000 Penalty: 5963.730957
	Iteration 3F: 3 clusters Score -2.362036e+07 nChanged 11264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105166 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -23626856.000000 Penalty: 5963.730957
	Iteration 4F: 3 clusters Score -2.362686e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112724 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -23634790.000000 Penalty: 5963.730957
	Iteration 5F: 3 clusters Score -2.363479e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119236 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -23642564.000000 Penalty: 5963.730957
	Iteration 6F: 3 clusters Score -2.364256e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123550 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -23648684.000000 Penalty: 5963.730957
	Iteration 7F: 3 clusters Score -2.364868e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125708 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -23652590.000000 Penalty: 5963.730957
	Iteration 8Q: 3 clusters Score -2.365259e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126471 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -23654424.000000 Penalty: 5963.730957
	Iteration 9Q: 3 clusters Score -2.365442e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126714 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -23655276.000000 Penalty: 5963.730957
	Iteration 10Q: 3 clusters Score -2.365528e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126801 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -23655584.000000 Penalty: 5963.730957
	Iteration 11Q: 3 clusters Score -2.365558e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126827 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -23655832.000000 Penalty: 5963.730957
	Iteration 12Q: 3 clusters Score -2.365583e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126822 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -23656054.000000 Penalty: 5963.730957
	Iteration 13Q: 3 clusters Score -2.365605e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126763 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -23656280.000000 Penalty: 5963.730957
	Iteration 14Q: 3 clusters Score -2.365628e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126653 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -23656576.000000 Penalty: 5963.730957
	Iteration 15Q: 3 clusters Score -2.365658e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126459 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -23656836.000000 Penalty: 5963.730957
	Iteration 16Q: 3 clusters Score -2.365684e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126241 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -23657070.000000 Penalty: 5963.730957
	Iteration 17Q: 3 clusters Score -2.365707e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125932 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -23657276.000000 Penalty: 5963.730957
	Iteration 18Q: 3 clusters Score -2.365728e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125636 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -23657462.000000 Penalty: 5963.730957
	Iteration 19Q: 3 clusters Score -2.365746e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125308 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -23657734.000000 Penalty: 5963.730957
	Iteration 20F: 3 clusters Score -2.365773e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124982 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -23657808.000000 Penalty: 5963.730957
	Iteration 21Q: 3 clusters Score -2.365781e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124632 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -23657934.000000 Penalty: 5963.730957
	Iteration 22Q: 3 clusters Score -2.365793e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -23658062.000000 Penalty: 5963.730957
	Iteration 23Q: 3 clusters Score -2.365806e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123857 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -23658082.000000 Penalty: 5963.730957
	Iteration 24Q: 3 clusters Score -2.365808e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -23658126.000000 Penalty: 5963.730957
	Iteration 25Q: 3 clusters Score -2.365813e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123090 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -23658178.000000 Penalty: 5963.730957
	Iteration 26Q: 3 clusters Score -2.365818e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122685 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -23658230.000000 Penalty: 5963.730957
	Iteration 27Q: 3 clusters Score -2.365823e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122267 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -23658234.000000 Penalty: 5963.730957
	Iteration 28Q: 3 clusters Score -2.365823e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121838 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -23658280.000000 Penalty: 5963.730957
	Iteration 29Q: 3 clusters Score -2.365828e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121404 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -23658288.000000 Penalty: 5963.730957
	Iteration 30Q: 3 clusters Score -2.365829e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120961 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -23658346.000000 Penalty: 5963.730957
	Iteration 31Q: 3 clusters Score -2.365835e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120526 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -23658330.000000 Penalty: 5963.730957
	Iteration 32Q: 3 clusters Score -2.365833e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120082 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -23658262.000000 Penalty: 5963.730957
	Iteration 33Q: 3 clusters Score -2.365826e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119601 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -23658230.000000 Penalty: 5963.730957
	Iteration 34Q: 3 clusters Score -2.365823e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119139 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -23658230.000000 Penalty: 5963.730957
	Iteration 35Q: 3 clusters Score -2.365823e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118660 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -23658270.000000 Penalty: 5963.730957
	Iteration 36Q: 3 clusters Score -2.365827e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118193 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -23658304.000000 Penalty: 5963.730957
	Iteration 37Q: 3 clusters Score -2.36583e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117688 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -23658272.000000 Penalty: 5963.730957
	Iteration 38Q: 3 clusters Score -2.365827e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -23658262.000000 Penalty: 5963.730957
	Iteration 39Q: 3 clusters Score -2.365826e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116623 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -23658218.000000 Penalty: 5963.730957
	Iteration 40F: 3 clusters Score -2.365822e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116150 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -23658190.000000 Penalty: 5963.730957
	Iteration 41Q: 3 clusters Score -2.365819e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -23658156.000000 Penalty: 5963.730957
	Iteration 42Q: 3 clusters Score -2.365816e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115208 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -23658160.000000 Penalty: 5963.730957
	Iteration 43Q: 3 clusters Score -2.365816e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114731 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -23658138.000000 Penalty: 5963.730957
	Iteration 44Q: 3 clusters Score -2.365814e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114250 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -23658022.000000 Penalty: 5963.730957
	Iteration 45Q: 3 clusters Score -2.365802e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113824 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -23658044.000000 Penalty: 5963.730957
	Iteration 46Q: 3 clusters Score -2.365804e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113386 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -23657954.000000 Penalty: 5963.730957
	Iteration 47Q: 3 clusters Score -2.365795e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112914 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -23657948.000000 Penalty: 5963.730957
	Iteration 48Q: 3 clusters Score -2.365795e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112427 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -23657920.000000 Penalty: 5963.730957
	Iteration 49Q: 3 clusters Score -2.365792e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111952 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -23657880.000000 Penalty: 5963.730957
	Iteration 50Q: 3 clusters Score -2.365788e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111472 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -23657860.000000 Penalty: 5963.730957
	Iteration 51Q: 3 clusters Score -2.365786e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110959 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -23657838.000000 Penalty: 5963.730957
	Iteration 52Q: 3 clusters Score -2.365784e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110442 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -23657788.000000 Penalty: 5963.730957
	Iteration 53Q: 3 clusters Score -2.365779e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109913 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -23657746.000000 Penalty: 5963.730957
	Iteration 54Q: 3 clusters Score -2.365775e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109346 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -23657794.000000 Penalty: 5963.730957
	Iteration 55Q: 3 clusters Score -2.365779e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -23657810.000000 Penalty: 5963.730957
	Iteration 56Q: 3 clusters Score -2.365781e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108295 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -23657740.000000 Penalty: 5963.730957
	Iteration 57Q: 3 clusters Score -2.365774e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -23657736.000000 Penalty: 5963.730957
	Iteration 58Q: 3 clusters Score -2.365774e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107316 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -23657714.000000 Penalty: 5963.730957
	Iteration 59Q: 3 clusters Score -2.365771e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106879 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -23657708.000000 Penalty: 5963.730957
	Iteration 60F: 3 clusters Score -2.365771e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106460 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -23657670.000000 Penalty: 5963.730957
	Iteration 61Q: 3 clusters Score -2.365767e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106013 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -23657624.000000 Penalty: 5963.730957
	Iteration 62Q: 3 clusters Score -2.365762e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105564 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -23657562.000000 Penalty: 5963.730957
	Iteration 63Q: 3 clusters Score -2.365756e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -23657614.000000 Penalty: 5963.730957
	Iteration 64Q: 3 clusters Score -2.365761e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104687 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
Score: -23657648.000000 Penalty: 5963.730957
	Iteration 65Q: 3 clusters Score -2.365765e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -23657624.000000 Penalty: 5963.730957
	Iteration 66Q: 3 clusters Score -2.365762e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103771 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -23657660.000000 Penalty: 5963.730957
	Iteration 67Q: 3 clusters Score -2.365766e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103307 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -23657734.000000 Penalty: 5963.730957
	Iteration 68Q: 3 clusters Score -2.365773e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -23657730.000000 Penalty: 5963.730957
	Iteration 69Q: 3 clusters Score -2.365773e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -23657722.000000 Penalty: 5963.730957
	Iteration 70Q: 3 clusters Score -2.365772e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -23657712.000000 Penalty: 5963.730957
	Iteration 71Q: 3 clusters Score -2.365771e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -23657680.000000 Penalty: 5963.730957
	Iteration 72Q: 3 clusters Score -2.365768e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -23657592.000000 Penalty: 5963.730957
	Iteration 73Q: 3 clusters Score -2.365759e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100222 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -23657580.000000 Penalty: 5963.730957
	Iteration 74Q: 3 clusters Score -2.365758e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -23657596.000000 Penalty: 5963.730957
	Iteration 75Q: 3 clusters Score -2.36576e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -23657588.000000 Penalty: 5963.730957
	Iteration 76Q: 3 clusters Score -2.365759e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -23657504.000000 Penalty: 5963.730957
	Iteration 77Q: 3 clusters Score -2.36575e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98259 members 
Mstep: Class 2 contains 68391 members 
Entering Unmasked Estep 
Score: -23657490.000000 Penalty: 5963.730957
	Iteration 78Q: 3 clusters Score -2.365749e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97847 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -23657510.000000 Penalty: 5963.730957
	Iteration 79Q: 3 clusters Score -2.365751e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97455 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -23657512.000000 Penalty: 5963.730957
	Iteration 80F: 3 clusters Score -2.365751e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -23657478.000000 Penalty: 5963.730957
	Iteration 81Q: 3 clusters Score -2.365748e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96770 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -23657462.000000 Penalty: 5963.730957
	Iteration 82Q: 3 clusters Score -2.365746e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -23657436.000000 Penalty: 5963.730957
	Iteration 83Q: 3 clusters Score -2.365744e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96107 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -23657434.000000 Penalty: 5963.730957
	Iteration 84Q: 3 clusters Score -2.365743e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
Score: -23657432.000000 Penalty: 5963.730957
	Iteration 85Q: 3 clusters Score -2.365743e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95504 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -23657388.000000 Penalty: 5963.730957
	Iteration 86Q: 3 clusters Score -2.365739e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95220 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -23657390.000000 Penalty: 5963.730957
	Iteration 87Q: 3 clusters Score -2.365739e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -23657388.000000 Penalty: 5963.730957
	Iteration 88Q: 3 clusters Score -2.365739e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94591 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -23657348.000000 Penalty: 5963.730957
	Iteration 89Q: 3 clusters Score -2.365735e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94267 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -23657332.000000 Penalty: 5963.730957
	Iteration 90Q: 3 clusters Score -2.365733e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93925 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -23657390.000000 Penalty: 5963.730957
	Iteration 91Q: 3 clusters Score -2.365739e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 73053 members 
Entering Unmasked Estep 
Score: -23657386.000000 Penalty: 5963.730957
	Iteration 92Q: 3 clusters Score -2.365739e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -23657364.000000 Penalty: 5963.730957
	Iteration 93Q: 3 clusters Score -2.365736e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 73853 members 
Entering Unmasked Estep 
Score: -23657388.000000 Penalty: 5963.730957
	Iteration 94Q: 3 clusters Score -2.365739e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -23657390.000000 Penalty: 5963.730957
	Iteration 95Q: 3 clusters Score -2.365739e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91957 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -23657442.000000 Penalty: 5963.730957
	Iteration 96Q: 3 clusters Score -2.365744e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 75095 members 
Entering Unmasked Estep 
Score: -23657420.000000 Penalty: 5963.730957
	Iteration 97Q: 3 clusters Score -2.365742e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 75500 members 
Entering Unmasked Estep 
Score: -23657398.000000 Penalty: 5963.730957
	Iteration 98Q: 3 clusters Score -2.36574e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 75905 members 
Entering Unmasked Estep 
Score: -23657438.000000 Penalty: 5963.730957
	Iteration 99Q: 3 clusters Score -2.365744e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -23657414.000000 Penalty: 5963.730957
	Iteration 100F: 3 clusters Score -2.365741e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -23657460.000000 Penalty: 5963.730957
	Iteration 101Q: 3 clusters Score -2.365746e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -23657412.000000 Penalty: 5963.730957
	Iteration 102Q: 3 clusters Score -2.365741e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -23657472.000000 Penalty: 5963.730957
	Iteration 103Q: 3 clusters Score -2.365747e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -23657508.000000 Penalty: 5963.730957
	Iteration 104Q: 3 clusters Score -2.365751e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88543 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -23657492.000000 Penalty: 5963.730957
	Iteration 105Q: 3 clusters Score -2.365749e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -23657460.000000 Penalty: 5963.730957
	Iteration 106Q: 3 clusters Score -2.365746e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -23657496.000000 Penalty: 5963.730957
	Iteration 107Q: 3 clusters Score -2.36575e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87524 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -23657454.000000 Penalty: 5963.730957
	Iteration 108Q: 3 clusters Score -2.365745e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -23657358.000000 Penalty: 5963.730957
	Iteration 109Q: 3 clusters Score -2.365736e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -23657304.000000 Penalty: 5963.730957
	Iteration 110Q: 3 clusters Score -2.36573e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86410 members 
Mstep: Class 2 contains 80240 members 
Entering Unmasked Estep 
Score: -23657350.000000 Penalty: 5963.730957
	Iteration 111Q: 3 clusters Score -2.365735e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -23657390.000000 Penalty: 5963.730957
	Iteration 112Q: 3 clusters Score -2.365739e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 81093 members 
Entering Unmasked Estep 
Score: -23657396.000000 Penalty: 5963.730957
	Iteration 113Q: 3 clusters Score -2.36574e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -23657360.000000 Penalty: 5963.730957
	Iteration 114Q: 3 clusters Score -2.365736e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -23657348.000000 Penalty: 5963.730957
	Iteration 115Q: 3 clusters Score -2.365735e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84233 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -23657272.000000 Penalty: 5963.730957
	Iteration 116Q: 3 clusters Score -2.365727e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 82885 members 
Entering Unmasked Estep 
Score: -23657294.000000 Penalty: 5963.730957
	Iteration 117Q: 3 clusters Score -2.365729e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83283 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -23657304.000000 Penalty: 5963.730957
	Iteration 118Q: 3 clusters Score -2.36573e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -23657266.000000 Penalty: 5963.730957
	Iteration 119Q: 3 clusters Score -2.365727e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -23657280.000000 Penalty: 5963.730957
	Iteration 120F: 3 clusters Score -2.365728e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -23657240.000000 Penalty: 5963.730957
	Iteration 121Q: 3 clusters Score -2.365724e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -23657216.000000 Penalty: 5963.730957
	Iteration 122Q: 3 clusters Score -2.365722e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -23657180.000000 Penalty: 5963.730957
	Iteration 123Q: 3 clusters Score -2.365718e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -23657114.000000 Penalty: 5963.730957
	Iteration 124Q: 3 clusters Score -2.365711e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -23657078.000000 Penalty: 5963.730957
	Iteration 125Q: 3 clusters Score -2.365708e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -23657040.000000 Penalty: 5963.730957
	Iteration 126Q: 3 clusters Score -2.365704e+07 nChanged 460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -23657054.000000 Penalty: 5963.730957
	Iteration 127Q: 3 clusters Score -2.365705e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -23657116.000000 Penalty: 5963.730957
	Iteration 128Q: 3 clusters Score -2.365712e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 87750 members 
Entering Unmasked Estep 
Score: -23657124.000000 Penalty: 5963.730957
	Iteration 129Q: 3 clusters Score -2.365712e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -23657104.000000 Penalty: 5963.730957
	Iteration 130Q: 3 clusters Score -2.36571e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -23657126.000000 Penalty: 5963.730957
	Iteration 131Q: 3 clusters Score -2.365713e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -23657056.000000 Penalty: 5963.730957
	Iteration 132Q: 3 clusters Score -2.365706e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77417 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -23657000.000000 Penalty: 5963.730957
	Iteration 133Q: 3 clusters Score -2.3657e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -23656960.000000 Penalty: 5963.730957
	Iteration 134Q: 3 clusters Score -2.365696e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -23656976.000000 Penalty: 5963.730957
	Iteration 135Q: 3 clusters Score -2.365698e+07 nChanged 424
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -23656998.000000 Penalty: 5963.730957
	Iteration 136Q: 3 clusters Score -2.3657e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -23656966.000000 Penalty: 5963.730957
	Iteration 137Q: 3 clusters Score -2.365697e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 91159 members 
Entering Unmasked Estep 
Score: -23656934.000000 Penalty: 5963.730957
	Iteration 138Q: 3 clusters Score -2.365693e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -23656892.000000 Penalty: 5963.730957
	Iteration 139Q: 3 clusters Score -2.365689e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -23656900.000000 Penalty: 5963.730957
	Iteration 140F: 3 clusters Score -2.36569e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -23656894.000000 Penalty: 5963.730957
	Iteration 141Q: 3 clusters Score -2.365689e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 93015 members 
Entering Unmasked Estep 
Score: -23656862.000000 Penalty: 5963.730957
	Iteration 142Q: 3 clusters Score -2.365686e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -23656758.000000 Penalty: 5963.730957
	Iteration 143Q: 3 clusters Score -2.365676e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -23656714.000000 Penalty: 5963.730957
	Iteration 144Q: 3 clusters Score -2.365671e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 94489 members 
Entering Unmasked Estep 
Score: -23656656.000000 Penalty: 5963.730957
	Iteration 145Q: 3 clusters Score -2.365666e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71651 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -23656578.000000 Penalty: 5963.730957
	Iteration 146Q: 3 clusters Score -2.365658e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -23656578.000000 Penalty: 5963.730957
	Iteration 147Q: 3 clusters Score -2.365658e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -23656540.000000 Penalty: 5963.730957
	Iteration 148Q: 3 clusters Score -2.365654e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -23656492.000000 Penalty: 5963.730957
	Iteration 149Q: 3 clusters Score -2.365649e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 97058 members 
Entering Unmasked Estep 
Score: -23656448.000000 Penalty: 5963.730957
	Iteration 150Q: 3 clusters Score -2.365645e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 97594 members 
Entering Unmasked Estep 
Score: -23656388.000000 Penalty: 5963.730957
	Iteration 151Q: 3 clusters Score -2.365639e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 98175 members 
Entering Unmasked Estep 
Score: -23656272.000000 Penalty: 5963.730957
	Iteration 152Q: 3 clusters Score -2.365627e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -23656176.000000 Penalty: 5963.730957
	Iteration 153Q: 3 clusters Score -2.365618e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -23656146.000000 Penalty: 5963.730957
	Iteration 154Q: 3 clusters Score -2.365615e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -23656088.000000 Penalty: 5963.730957
	Iteration 155Q: 3 clusters Score -2.365609e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -23656056.000000 Penalty: 5963.730957
	Iteration 156Q: 3 clusters Score -2.365606e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65338 members 
Mstep: Class 2 contains 101312 members 
Entering Unmasked Estep 
Score: -23655952.000000 Penalty: 5963.730957
	Iteration 157Q: 3 clusters Score -2.365595e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -23655964.000000 Penalty: 5963.730957
	Iteration 158Q: 3 clusters Score -2.365596e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 102757 members 
Entering Unmasked Estep 
Score: -23655886.000000 Penalty: 5963.730957
	Iteration 159Q: 3 clusters Score -2.365589e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 103482 members 
Entering Unmasked Estep 
Score: -23655824.000000 Penalty: 5963.730957
	Iteration 160F: 3 clusters Score -2.365582e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 104245 members 
Entering Unmasked Estep 
Score: -23655818.000000 Penalty: 5963.730957
	Iteration 161Q: 3 clusters Score -2.365582e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -23655724.000000 Penalty: 5963.730957
	Iteration 162Q: 3 clusters Score -2.365572e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -23655738.000000 Penalty: 5963.730957
	Iteration 163Q: 3 clusters Score -2.365574e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 106871 members 
Entering Unmasked Estep 
Score: -23655706.000000 Penalty: 5963.730957
	Iteration 164Q: 3 clusters Score -2.365571e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 107847 members 
Entering Unmasked Estep 
Score: -23655640.000000 Penalty: 5963.730957
	Iteration 165Q: 3 clusters Score -2.365564e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 108933 members 
Entering Unmasked Estep 
Score: -23655624.000000 Penalty: 5963.730957
	Iteration 166Q: 3 clusters Score -2.365562e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 110155 members 
Entering Unmasked Estep 
Score: -23655542.000000 Penalty: 5963.730957
	Iteration 167Q: 3 clusters Score -2.365554e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 111376 members 
Entering Unmasked Estep 
Score: -23655484.000000 Penalty: 5963.730957
	Iteration 168Q: 3 clusters Score -2.365548e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 112700 members 
Entering Unmasked Estep 
Score: -23655536.000000 Penalty: 5963.730957
	Iteration 169Q: 3 clusters Score -2.365554e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 114168 members 
Entering Unmasked Estep 
Score: -23655626.000000 Penalty: 5963.730957
	Iteration 170Q: 3 clusters Score -2.365563e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 115713 members 
Entering Unmasked Estep 
Score: -23655708.000000 Penalty: 5963.730957
	Iteration 171Q: 3 clusters Score -2.365571e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 117453 members 
Entering Unmasked Estep 
Score: -23655952.000000 Penalty: 5963.730957
	Iteration 172Q: 3 clusters Score -2.365595e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 119237 members 
Entering Unmasked Estep 
Score: -23656230.000000 Penalty: 5963.730957
	Iteration 173Q: 3 clusters Score -2.365623e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 121103 members 
Entering Unmasked Estep 
Score: -23656546.000000 Penalty: 5963.730957
	Iteration 174Q: 3 clusters Score -2.365655e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 122953 members 
Entering Unmasked Estep 
Score: -23657050.000000 Penalty: 5963.730957
	Iteration 175Q: 3 clusters Score -2.365705e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 124771 members 
Entering Unmasked Estep 
Score: -23657574.000000 Penalty: 5963.730957
	Iteration 176Q: 3 clusters Score -2.365757e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -23658104.000000 Penalty: 5963.730957
	Iteration 177Q: 3 clusters Score -2.36581e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 128458 members 
Entering Unmasked Estep 
Score: -23658600.000000 Penalty: 5963.730957
	Iteration 178Q: 3 clusters Score -2.36586e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 130223 members 
Entering Unmasked Estep 
Score: -23659006.000000 Penalty: 5963.730957
	Iteration 179Q: 3 clusters Score -2.365901e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 131883 members 
Entering Unmasked Estep 
Score: -23659510.000000 Penalty: 5963.730957
	Iteration 180F: 3 clusters Score -2.365951e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 133525 members 
Entering Unmasked Estep 
Score: -23659858.000000 Penalty: 5963.730957
	Iteration 181Q: 3 clusters Score -2.365986e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 135047 members 
Entering Unmasked Estep 
Score: -23660222.000000 Penalty: 5963.730957
	Iteration 182Q: 3 clusters Score -2.366022e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 136487 members 
Entering Unmasked Estep 
Score: -23660534.000000 Penalty: 5963.730957
	Iteration 183Q: 3 clusters Score -2.366053e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 137851 members 
Entering Unmasked Estep 
Score: -23660794.000000 Penalty: 5963.730957
	Iteration 184Q: 3 clusters Score -2.366079e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 139158 members 
Entering Unmasked Estep 
Score: -23661040.000000 Penalty: 5963.730957
	Iteration 185Q: 3 clusters Score -2.366104e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 140443 members 
Entering Unmasked Estep 
Score: -23661510.000000 Penalty: 5963.730957
	Iteration 186Q: 3 clusters Score -2.366151e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 141681 members 
Entering Unmasked Estep 
Score: -23661966.000000 Penalty: 5963.730957
	Iteration 187Q: 3 clusters Score -2.366197e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 142905 members 
Entering Unmasked Estep 
Score: -23662460.000000 Penalty: 5963.730957
	Iteration 188Q: 3 clusters Score -2.366246e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 144091 members 
Entering Unmasked Estep 
Score: -23663110.000000 Penalty: 5963.730957
	Iteration 189Q: 3 clusters Score -2.366311e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -23663576.000000 Penalty: 5963.730957
	Iteration 190Q: 3 clusters Score -2.366358e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 146200 members 
Entering Unmasked Estep 
Score: -23663956.000000 Penalty: 5963.730957
	Iteration 191Q: 3 clusters Score -2.366396e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 147094 members 
Entering Unmasked Estep 
Score: -23664252.000000 Penalty: 5963.730957
	Iteration 192Q: 3 clusters Score -2.366425e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 147888 members 
Entering Unmasked Estep 
Score: -23664478.000000 Penalty: 5963.730957
	Iteration 193Q: 3 clusters Score -2.366448e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 148592 members 
Entering Unmasked Estep 
Score: -23664724.000000 Penalty: 5963.730957
	Iteration 194Q: 3 clusters Score -2.366472e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 149233 members 
Entering Unmasked Estep 
Score: -23665040.000000 Penalty: 5963.730957
	Iteration 195Q: 3 clusters Score -2.366504e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 149770 members 
Entering Unmasked Estep 
Score: -23665250.000000 Penalty: 5963.730957
	Iteration 196Q: 3 clusters Score -2.366525e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 150258 members 
Entering Unmasked Estep 
Score: -23665378.000000 Penalty: 5963.730957
	Iteration 197Q: 3 clusters Score -2.366538e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 150677 members 
Entering Unmasked Estep 
Score: -23665494.000000 Penalty: 5963.730957
	Iteration 198Q: 3 clusters Score -2.366549e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 151074 members 
Entering Unmasked Estep 
Score: -23665646.000000 Penalty: 5963.730957
	Iteration 199Q: 3 clusters Score -2.366565e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 151439 members 
Entering Unmasked Estep 
Score: -23665746.000000 Penalty: 5963.730957
	Iteration 200F: 3 clusters Score -2.366575e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 151764 members 
Entering Unmasked Estep 
Score: -23665816.000000 Penalty: 5963.730957
	Iteration 201Q: 3 clusters Score -2.366582e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 152034 members 
Entering Unmasked Estep 
Score: -23665856.000000 Penalty: 5963.730957
	Iteration 202Q: 3 clusters Score -2.366586e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 152301 members 
Entering Unmasked Estep 
Score: -23665952.000000 Penalty: 5963.730957
	Iteration 203Q: 3 clusters Score -2.366595e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 152553 members 
Entering Unmasked Estep 
Score: -23665984.000000 Penalty: 5963.730957
	Iteration 204Q: 3 clusters Score -2.366598e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -23666082.000000 Penalty: 5963.730957
	Iteration 205Q: 3 clusters Score -2.366608e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 153000 members 
Entering Unmasked Estep 
Score: -23666092.000000 Penalty: 5963.730957
	Iteration 206Q: 3 clusters Score -2.366609e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 153206 members 
Entering Unmasked Estep 
Score: -23666158.000000 Penalty: 5963.730957
	Iteration 207Q: 3 clusters Score -2.366616e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -23666256.000000 Penalty: 5963.730957
	Iteration 208Q: 3 clusters Score -2.366626e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 153541 members 
Entering Unmasked Estep 
Score: -23666388.000000 Penalty: 5963.730957
	Iteration 209Q: 3 clusters Score -2.366639e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 153676 members 
Entering Unmasked Estep 
Score: -23666410.000000 Penalty: 5963.730957
	Iteration 210Q: 3 clusters Score -2.366641e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 153810 members 
Entering Unmasked Estep 
Score: -23666444.000000 Penalty: 5963.730957
	Iteration 211Q: 3 clusters Score -2.366644e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 153942 members 
Entering Unmasked Estep 
Score: -23666466.000000 Penalty: 5963.730957
	Iteration 212Q: 3 clusters Score -2.366647e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 154093 members 
Entering Unmasked Estep 
Score: -23666492.000000 Penalty: 5963.730957
	Iteration 213Q: 3 clusters Score -2.366649e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 154254 members 
Entering Unmasked Estep 
Score: -23666558.000000 Penalty: 5963.730957
	Iteration 214Q: 3 clusters Score -2.366656e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 154376 members 
Entering Unmasked Estep 
Score: -23666596.000000 Penalty: 5963.730957
	Iteration 215Q: 3 clusters Score -2.36666e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 154504 members 
Entering Unmasked Estep 
Score: -23666624.000000 Penalty: 5963.730957
	Iteration 216Q: 3 clusters Score -2.366662e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 154604 members 
Entering Unmasked Estep 
Score: -23666622.000000 Penalty: 5963.730957
	Iteration 217Q: 3 clusters Score -2.366662e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 154691 members 
Entering Unmasked Estep 
Score: -23666612.000000 Penalty: 5963.730957
	Iteration 218Q: 3 clusters Score -2.366661e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 154779 members 
Entering Unmasked Estep 
Score: -23666666.000000 Penalty: 5963.730957
	Iteration 219Q: 3 clusters Score -2.366667e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 154856 members 
Entering Unmasked Estep 
Score: -23666664.000000 Penalty: 5963.730957
	Iteration 220F: 3 clusters Score -2.366666e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 154919 members 
Entering Unmasked Estep 
Score: -23666706.000000 Penalty: 5963.730957
	Iteration 221Q: 3 clusters Score -2.366671e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 154979 members 
Entering Unmasked Estep 
Score: -23666778.000000 Penalty: 5963.730957
	Iteration 222Q: 3 clusters Score -2.366678e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 155042 members 
Entering Unmasked Estep 
Score: -23666746.000000 Penalty: 5963.730957
	Iteration 223Q: 3 clusters Score -2.366675e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 155091 members 
Entering Unmasked Estep 
Score: -23666752.000000 Penalty: 5963.730957
	Iteration 224Q: 3 clusters Score -2.366675e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 155136 members 
Entering Unmasked Estep 
Score: -23666820.000000 Penalty: 5963.730957
	Iteration 225Q: 3 clusters Score -2.366682e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 155186 members 
Entering Unmasked Estep 
Score: -23666800.000000 Penalty: 5963.730957
	Iteration 226Q: 3 clusters Score -2.36668e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 155240 members 
Entering Unmasked Estep 
Score: -23666782.000000 Penalty: 5963.730957
	Iteration 227Q: 3 clusters Score -2.366678e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 155272 members 
Entering Unmasked Estep 
Score: -23666744.000000 Penalty: 5963.730957
	Iteration 228Q: 3 clusters Score -2.366674e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 155311 members 
Entering Unmasked Estep 
Score: -23666740.000000 Penalty: 5963.730957
	Iteration 229Q: 3 clusters Score -2.366674e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 155352 members 
Entering Unmasked Estep 
Score: -23666724.000000 Penalty: 5963.730957
	Iteration 230Q: 3 clusters Score -2.366672e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 155382 members 
Entering Unmasked Estep 
Score: -23666744.000000 Penalty: 5963.730957
	Iteration 231Q: 3 clusters Score -2.366674e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 155414 members 
Entering Unmasked Estep 
Score: -23666728.000000 Penalty: 5963.730957
	Iteration 232Q: 3 clusters Score -2.366673e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 155446 members 
Entering Unmasked Estep 
Score: -23666734.000000 Penalty: 5963.730957
	Iteration 233Q: 3 clusters Score -2.366673e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 155482 members 
Entering Unmasked Estep 
Score: -23666724.000000 Penalty: 5963.730957
	Iteration 234Q: 3 clusters Score -2.366672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 155515 members 
Entering Unmasked Estep 
Score: -23666734.000000 Penalty: 5963.730957
	Iteration 235Q: 3 clusters Score -2.366673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 155539 members 
Entering Unmasked Estep 
Score: -23666744.000000 Penalty: 5963.730957
	Iteration 236Q: 3 clusters Score -2.366674e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 155577 members 
Entering Unmasked Estep 
Score: -23666730.000000 Penalty: 5963.730957
	Iteration 237Q: 3 clusters Score -2.366673e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -23666710.000000 Penalty: 5963.730957
	Iteration 238Q: 3 clusters Score -2.366671e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 155644 members 
Entering Unmasked Estep 
Score: -23666762.000000 Penalty: 5963.730957
	Iteration 239Q: 3 clusters Score -2.366676e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 155678 members 
Entering Unmasked Estep 
Score: -23666764.000000 Penalty: 5963.730957
	Iteration 240F: 3 clusters Score -2.366676e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 155697 members 
Entering Unmasked Estep 
Score: -23666780.000000 Penalty: 5963.730957
	Iteration 241Q: 3 clusters Score -2.366678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 155711 members 
Entering Unmasked Estep 
Score: -23666746.000000 Penalty: 5963.730957
	Iteration 242Q: 3 clusters Score -2.366675e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 155733 members 
Entering Unmasked Estep 
Score: -23666758.000000 Penalty: 5963.730957
	Iteration 243Q: 3 clusters Score -2.366676e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 155766 members 
Entering Unmasked Estep 
Score: -23666766.000000 Penalty: 5963.730957
	Iteration 244Q: 3 clusters Score -2.366677e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 155804 members 
Entering Unmasked Estep 
Score: -23666756.000000 Penalty: 5963.730957
	Iteration 245Q: 3 clusters Score -2.366676e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 155831 members 
Entering Unmasked Estep 
Score: -23666766.000000 Penalty: 5963.730957
	Iteration 246Q: 3 clusters Score -2.366677e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 155861 members 
Entering Unmasked Estep 
Score: -23666760.000000 Penalty: 5963.730957
	Iteration 247Q: 3 clusters Score -2.366676e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -23666784.000000 Penalty: 5963.730957
	Iteration 248Q: 3 clusters Score -2.366678e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -23666760.000000 Penalty: 5963.730957
	Iteration 249Q: 3 clusters Score -2.366676e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 155945 members 
Entering Unmasked Estep 
Score: -23666766.000000 Penalty: 5963.730957
	Iteration 250Q: 3 clusters Score -2.366677e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 155971 members 
Entering Unmasked Estep 
Score: -23666750.000000 Penalty: 5963.730957
	Iteration 251Q: 3 clusters Score -2.366675e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 155995 members 
Entering Unmasked Estep 
Score: -23666750.000000 Penalty: 5963.730957
	Iteration 252Q: 3 clusters Score -2.366675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 156012 members 
Entering Unmasked Estep 
Score: -23666746.000000 Penalty: 5963.730957
	Iteration 253Q: 3 clusters Score -2.366675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 156024 members 
Entering Unmasked Estep 
Score: -23666734.000000 Penalty: 5963.730957
	Iteration 254Q: 3 clusters Score -2.366673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 156035 members 
Entering Unmasked Estep 
Score: -23666734.000000 Penalty: 5963.730957
	Iteration 255Q: 3 clusters Score -2.366673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 156044 members 
Entering Unmasked Estep 
Score: -23666746.000000 Penalty: 5963.730957
	Iteration 256Q: 3 clusters Score -2.366675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 156050 members 
Entering Unmasked Estep 
Score: -23666736.000000 Penalty: 5963.730957
	Iteration 257Q: 3 clusters Score -2.366674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 156057 members 
Entering Unmasked Estep 
Score: -23666738.000000 Penalty: 5963.730957
	Iteration 258Q: 3 clusters Score -2.366674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 156065 members 
Entering Unmasked Estep 
Score: -23666732.000000 Penalty: 5963.730957
	Iteration 259Q: 3 clusters Score -2.366673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 156074 members 
Entering Unmasked Estep 
Score: -23666724.000000 Penalty: 5963.730957
	Iteration 260F: 3 clusters Score -2.366672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 156081 members 
Entering Unmasked Estep 
Score: -23666726.000000 Penalty: 5963.730957
	Iteration 261Q: 3 clusters Score -2.366673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 156084 members 
Entering Unmasked Estep 
Score: -23666722.000000 Penalty: 5963.730957
	Iteration 262Q: 3 clusters Score -2.366672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 156093 members 
Entering Unmasked Estep 
Score: -23666716.000000 Penalty: 5963.730957
	Iteration 263Q: 3 clusters Score -2.366672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 156098 members 
Entering Unmasked Estep 
Score: -23666728.000000 Penalty: 5963.730957
	Iteration 264Q: 3 clusters Score -2.366673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 156104 members 
Entering Unmasked Estep 
Score: -23666716.000000 Penalty: 5963.730957
	Iteration 265Q: 3 clusters Score -2.366672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 156111 members 
Entering Unmasked Estep 
Score: -23666722.000000 Penalty: 5963.730957
	Iteration 266Q: 3 clusters Score -2.366672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 156119 members 
Entering Unmasked Estep 
Score: -23666718.000000 Penalty: 5963.730957
	Iteration 267Q: 3 clusters Score -2.366672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 156122 members 
Entering Unmasked Estep 
Score: -23666708.000000 Penalty: 5963.730957
	Iteration 268Q: 3 clusters Score -2.366671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 156122 members 
Entering Unmasked Estep 
Score: -23666704.000000 Penalty: 5963.730957
	Iteration 269Q: 3 clusters Score -2.36667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 156124 members 
Entering Unmasked Estep 
Score: -23666700.000000 Penalty: 5963.730957
	Iteration 270Q: 3 clusters Score -2.36667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 156126 members 
Entering Unmasked Estep 
Score: -23666702.000000 Penalty: 5963.730957
	Iteration 271Q: 3 clusters Score -2.36667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -23666692.000000 Penalty: 5963.730957
	Iteration 272Q: 3 clusters Score -2.366669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 156128 members 
Entering Unmasked Estep 
Score: -23666710.000000 Penalty: 5963.730957
	Iteration 273Q: 3 clusters Score -2.366671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 156128 members 
Entering Unmasked Estep 
Score: -23666710.000000 Penalty: 5963.730957
	Iteration 274F: 3 clusters Score -2.366671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 30169 members 
Mstep: Class 3 contains 48946 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 170837 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 109229 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 135936 members 
Mstep: Class 10 contains 26109 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 106573 members 
Mstep: Class 14 contains 10522 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 41612 members 
Mstep: Class 17 contains 160152 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 19 contains 156128 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
Score: -146955024.000000 Penalty: 68805.593750
Splitting cluster 14 changes total score from -146955456.000000 to -146955024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Entering Unmasked Estep 
Score: -455501.593750 Penalty: 2009.291382
	Iteration 0F: 2 clusters Score -455501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -452061.031250 Penalty: 4018.582764
	Iteration 0F: 3 clusters Score -452061 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -452866.156250 Penalty: 4018.582764
	Iteration 1F: 3 clusters Score -452866.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -453153.625000 Penalty: 4018.582764
	Iteration 2F: 3 clusters Score -453153.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -453378.125000 Penalty: 4018.582764
	Iteration 3F: 3 clusters Score -453378.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -453572.625000 Penalty: 4018.582764
	Iteration 4F: 3 clusters Score -453572.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -453784.375000 Penalty: 4018.582764
	Iteration 5F: 3 clusters Score -453784.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -454054.843750 Penalty: 4018.582764
	Iteration 6F: 3 clusters Score -454054.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -454409.281250 Penalty: 4018.582764
	Iteration 7F: 3 clusters Score -454409.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -454911.312500 Penalty: 4018.582764
	Iteration 8F: 3 clusters Score -454911.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -455466.125000 Penalty: 4018.582764
	Iteration 9F: 3 clusters Score -455466.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -455912.218750 Penalty: 4018.582764
	Iteration 10Q: 3 clusters Score -455912.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -456237.656250 Penalty: 4018.582764
	Iteration 11Q: 3 clusters Score -456237.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -456328.125000 Penalty: 4018.582764
	Iteration 12Q: 3 clusters Score -456328.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -456379.968750 Penalty: 4018.582764
	Iteration 13Q: 3 clusters Score -456380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -456403.531250 Penalty: 4018.582764
	Iteration 14Q: 3 clusters Score -456403.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -456414.687500 Penalty: 4018.582764
	Iteration 15Q: 3 clusters Score -456414.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -456423.718750 Penalty: 4018.582764
	Iteration 16Q: 3 clusters Score -456423.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -456429.250000 Penalty: 4018.582764
	Iteration 17Q: 3 clusters Score -456429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -456429.593750 Penalty: 4018.582764
	Iteration 18Q: 3 clusters Score -456429.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -456431.000000 Penalty: 4018.582764
	Iteration 19Q: 3 clusters Score -456431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -456432.468750 Penalty: 4018.582764
	Iteration 20F: 3 clusters Score -456432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -456433.375000 Penalty: 4018.582764
	Iteration 21Q: 3 clusters Score -456433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -456434.343750 Penalty: 4018.582764
	Iteration 22Q: 3 clusters Score -456434.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -456434.343750 Penalty: 4018.582764
	Iteration 23F: 3 clusters Score -456434.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 30169 members 
Mstep: Class 3 contains 48946 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 170837 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 109229 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 135936 members 
Mstep: Class 10 contains 26109 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 106573 members 
Mstep: Class 14 contains 166650 members 
Mstep: Class 15 contains 1123 members 
Mstep: Class 16 contains 41612 members 
Mstep: Class 17 contains 160152 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
Score: -146954864.000000 Penalty: 68805.593750
Splitting cluster 15 changes total score from -146955456.000000 to -146954864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (41612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Entering Unmasked Estep 
Score: -5691496.000000 Penalty: 2637.763672
	Iteration 0F: 2 clusters Score -5691496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -5663116.500000 Penalty: 5275.527344
	Iteration 0F: 3 clusters Score -5663116 nChanged 19139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -5673884.000000 Penalty: 5275.527344
	Iteration 1F: 3 clusters Score -5673884 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -5674703.000000 Penalty: 5275.527344
	Iteration 2Q: 3 clusters Score -5674703 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -5675809.000000 Penalty: 5275.527344
	Iteration 3F: 3 clusters Score -5675809 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -5677378.000000 Penalty: 5275.527344
	Iteration 4F: 3 clusters Score -5677378 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -5679419.000000 Penalty: 5275.527344
	Iteration 5F: 3 clusters Score -5679419 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -5682067.000000 Penalty: 5275.527344
	Iteration 6F: 3 clusters Score -5682067 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -5685095.000000 Penalty: 5275.527344
	Iteration 7F: 3 clusters Score -5685095 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -5687814.000000 Penalty: 5275.527344
	Iteration 8F: 3 clusters Score -5687814 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -5689744.000000 Penalty: 5275.527344
	Iteration 9Q: 3 clusters Score -5689744 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5690867.000000 Penalty: 5275.527344
	Iteration 10Q: 3 clusters Score -5690867 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5691385.500000 Penalty: 5275.527344
	Iteration 11Q: 3 clusters Score -5691386 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5691554.500000 Penalty: 5275.527344
	Iteration 12Q: 3 clusters Score -5691554 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5691631.000000 Penalty: 5275.527344
	Iteration 13Q: 3 clusters Score -5691631 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5691654.500000 Penalty: 5275.527344
	Iteration 14Q: 3 clusters Score -5691654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5691678.500000 Penalty: 5275.527344
	Iteration 15Q: 3 clusters Score -5691678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5691695.000000 Penalty: 5275.527344
	Iteration 16Q: 3 clusters Score -5691695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5691696.500000 Penalty: 5275.527344
	Iteration 17Q: 3 clusters Score -5691696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5691695.000000 Penalty: 5275.527344
	Iteration 18Q: 3 clusters Score -5691695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5691691.500000 Penalty: 5275.527344
	Iteration 19Q: 3 clusters Score -5691692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5691696.000000 Penalty: 5275.527344
	Iteration 20F: 3 clusters Score -5691696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5691700.000000 Penalty: 5275.527344
	Iteration 21Q: 3 clusters Score -5691700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5691695.500000 Penalty: 5275.527344
	Iteration 22Q: 3 clusters Score -5691696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5691705.500000 Penalty: 5275.527344
	Iteration 23Q: 3 clusters Score -5691706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5691706.500000 Penalty: 5275.527344
	Iteration 24Q: 3 clusters Score -5691706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5691707.500000 Penalty: 5275.527344
	Iteration 25Q: 3 clusters Score -5691708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5691708.500000 Penalty: 5275.527344
	Iteration 26Q: 3 clusters Score -5691708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5691710.000000 Penalty: 5275.527344
	Iteration 27Q: 3 clusters Score -5691710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5691705.500000 Penalty: 5275.527344
	Iteration 28Q: 3 clusters Score -5691706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5691707.000000 Penalty: 5275.527344
	Iteration 29Q: 3 clusters Score -5691707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5691703.500000 Penalty: 5275.527344
	Iteration 30Q: 3 clusters Score -5691704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5691703.500000 Penalty: 5275.527344
	Iteration 31F: 3 clusters Score -5691704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 30169 members 
Mstep: Class 3 contains 48946 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 170837 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 109229 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 135936 members 
Mstep: Class 10 contains 26109 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 106573 members 
Mstep: Class 14 contains 166650 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 40157 members 
Mstep: Class 17 contains 160152 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
Score: -146955488.000000 Penalty: 68805.593750
Splitting cluster 16 changes total score from -146955456.000000 to -146955488.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 17 (160152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160152 members 
Entering Unmasked Estep 
Score: -22507974.000000 Penalty: 2972.001953
	Iteration 0F: 2 clusters Score -2.250797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -22405680.000000 Penalty: 5944.003906
	Iteration 0F: 3 clusters Score -2.240568e+07 nChanged 76638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 81802 members 
Entering Unmasked Estep 
Score: -22450730.000000 Penalty: 5944.003906
	Iteration 1F: 3 clusters Score -2.245073e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -22452212.000000 Penalty: 5944.003906
	Iteration 2Q: 3 clusters Score -2.245221e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -22454118.000000 Penalty: 5944.003906
	Iteration 3Q: 3 clusters Score -2.245412e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -22456460.000000 Penalty: 5944.003906
	Iteration 4Q: 3 clusters Score -2.245646e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -22459918.000000 Penalty: 5944.003906
	Iteration 5Q: 3 clusters Score -2.245992e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 94674 members 
Entering Unmasked Estep 
Score: -22464424.000000 Penalty: 5944.003906
	Iteration 6F: 3 clusters Score -2.246442e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -22470594.000000 Penalty: 5944.003906
	Iteration 7F: 3 clusters Score -2.247059e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 108987 members 
Entering Unmasked Estep 
Score: -22477936.000000 Penalty: 5944.003906
	Iteration 8F: 3 clusters Score -2.247794e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 117052 members 
Entering Unmasked Estep 
Score: -22485740.000000 Penalty: 5944.003906
	Iteration 9F: 3 clusters Score -2.248574e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 124416 members 
Entering Unmasked Estep 
Score: -22492750.000000 Penalty: 5944.003906
	Iteration 10F: 3 clusters Score -2.249275e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 130155 members 
Entering Unmasked Estep 
Score: -22497974.000000 Penalty: 5944.003906
	Iteration 11Q: 3 clusters Score -2.249797e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 134653 members 
Entering Unmasked Estep 
Score: -22501692.000000 Penalty: 5944.003906
	Iteration 12Q: 3 clusters Score -2.250169e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 138118 members 
Entering Unmasked Estep 
Score: -22504300.000000 Penalty: 5944.003906
	Iteration 13Q: 3 clusters Score -2.25043e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 140816 members 
Entering Unmasked Estep 
Score: -22505956.000000 Penalty: 5944.003906
	Iteration 14Q: 3 clusters Score -2.250596e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 142849 members 
Entering Unmasked Estep 
Score: -22507030.000000 Penalty: 5944.003906
	Iteration 15Q: 3 clusters Score -2.250703e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 144398 members 
Entering Unmasked Estep 
Score: -22507492.000000 Penalty: 5944.003906
	Iteration 16Q: 3 clusters Score -2.250749e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 145674 members 
Entering Unmasked Estep 
Score: -22507784.000000 Penalty: 5944.003906
	Iteration 17Q: 3 clusters Score -2.250778e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 146705 members 
Entering Unmasked Estep 
Score: -22508040.000000 Penalty: 5944.003906
	Iteration 18Q: 3 clusters Score -2.250804e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 147610 members 
Entering Unmasked Estep 
Score: -22508226.000000 Penalty: 5944.003906
	Iteration 19Q: 3 clusters Score -2.250823e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 148409 members 
Entering Unmasked Estep 
Score: -22508292.000000 Penalty: 5944.003906
	Iteration 20F: 3 clusters Score -2.250829e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 149064 members 
Entering Unmasked Estep 
Score: -22508260.000000 Penalty: 5944.003906
	Iteration 21Q: 3 clusters Score -2.250826e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 149677 members 
Entering Unmasked Estep 
Score: -22508256.000000 Penalty: 5944.003906
	Iteration 22Q: 3 clusters Score -2.250826e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -22508294.000000 Penalty: 5944.003906
	Iteration 23Q: 3 clusters Score -2.250829e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 150633 members 
Entering Unmasked Estep 
Score: -22508284.000000 Penalty: 5944.003906
	Iteration 24Q: 3 clusters Score -2.250828e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 151024 members 
Entering Unmasked Estep 
Score: -22508290.000000 Penalty: 5944.003906
	Iteration 25Q: 3 clusters Score -2.250829e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 151378 members 
Entering Unmasked Estep 
Score: -22508268.000000 Penalty: 5944.003906
	Iteration 26Q: 3 clusters Score -2.250827e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 151712 members 
Entering Unmasked Estep 
Score: -22508238.000000 Penalty: 5944.003906
	Iteration 27Q: 3 clusters Score -2.250824e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 152004 members 
Entering Unmasked Estep 
Score: -22508226.000000 Penalty: 5944.003906
	Iteration 28Q: 3 clusters Score -2.250823e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 152269 members 
Entering Unmasked Estep 
Score: -22508256.000000 Penalty: 5944.003906
	Iteration 29Q: 3 clusters Score -2.250826e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -22508220.000000 Penalty: 5944.003906
	Iteration 30Q: 3 clusters Score -2.250822e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 152650 members 
Entering Unmasked Estep 
Score: -22508190.000000 Penalty: 5944.003906
	Iteration 31Q: 3 clusters Score -2.250819e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 152812 members 
Entering Unmasked Estep 
Score: -22508198.000000 Penalty: 5944.003906
	Iteration 32Q: 3 clusters Score -2.25082e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -22508186.000000 Penalty: 5944.003906
	Iteration 33Q: 3 clusters Score -2.250819e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 153094 members 
Entering Unmasked Estep 
Score: -22508174.000000 Penalty: 5944.003906
	Iteration 34Q: 3 clusters Score -2.250817e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 153214 members 
Entering Unmasked Estep 
Score: -22508176.000000 Penalty: 5944.003906
	Iteration 35Q: 3 clusters Score -2.250818e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 153296 members 
Entering Unmasked Estep 
Score: -22508154.000000 Penalty: 5944.003906
	Iteration 36Q: 3 clusters Score -2.250815e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -22508156.000000 Penalty: 5944.003906
	Iteration 37Q: 3 clusters Score -2.250816e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 153455 members 
Entering Unmasked Estep 
Score: -22508176.000000 Penalty: 5944.003906
	Iteration 38Q: 3 clusters Score -2.250818e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 153524 members 
Entering Unmasked Estep 
Score: -22508144.000000 Penalty: 5944.003906
	Iteration 39Q: 3 clusters Score -2.250814e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 153599 members 
Entering Unmasked Estep 
Score: -22508160.000000 Penalty: 5944.003906
	Iteration 40F: 3 clusters Score -2.250816e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 153666 members 
Entering Unmasked Estep 
Score: -22508148.000000 Penalty: 5944.003906
	Iteration 41Q: 3 clusters Score -2.250815e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 153724 members 
Entering Unmasked Estep 
Score: -22508116.000000 Penalty: 5944.003906
	Iteration 42Q: 3 clusters Score -2.250812e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 153767 members 
Entering Unmasked Estep 
Score: -22508074.000000 Penalty: 5944.003906
	Iteration 43Q: 3 clusters Score -2.250807e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 153810 members 
Entering Unmasked Estep 
Score: -22508096.000000 Penalty: 5944.003906
	Iteration 44Q: 3 clusters Score -2.25081e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 153851 members 
Entering Unmasked Estep 
Score: -22508098.000000 Penalty: 5944.003906
	Iteration 45Q: 3 clusters Score -2.25081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 153889 members 
Entering Unmasked Estep 
Score: -22508096.000000 Penalty: 5944.003906
	Iteration 46Q: 3 clusters Score -2.25081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 153923 members 
Entering Unmasked Estep 
Score: -22508062.000000 Penalty: 5944.003906
	Iteration 47Q: 3 clusters Score -2.250806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 153951 members 
Entering Unmasked Estep 
Score: -22508072.000000 Penalty: 5944.003906
	Iteration 48Q: 3 clusters Score -2.250807e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 153983 members 
Entering Unmasked Estep 
Score: -22508050.000000 Penalty: 5944.003906
	Iteration 49Q: 3 clusters Score -2.250805e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 154009 members 
Entering Unmasked Estep 
Score: -22508026.000000 Penalty: 5944.003906
	Iteration 50Q: 3 clusters Score -2.250803e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 154031 members 
Entering Unmasked Estep 
Score: -22508066.000000 Penalty: 5944.003906
	Iteration 51Q: 3 clusters Score -2.250807e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -22508042.000000 Penalty: 5944.003906
	Iteration 52Q: 3 clusters Score -2.250804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 154069 members 
Entering Unmasked Estep 
Score: -22508052.000000 Penalty: 5944.003906
	Iteration 53Q: 3 clusters Score -2.250805e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 154089 members 
Entering Unmasked Estep 
Score: -22508040.000000 Penalty: 5944.003906
	Iteration 54Q: 3 clusters Score -2.250804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 154110 members 
Entering Unmasked Estep 
Score: -22508026.000000 Penalty: 5944.003906
	Iteration 55Q: 3 clusters Score -2.250803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 154127 members 
Entering Unmasked Estep 
Score: -22508016.000000 Penalty: 5944.003906
	Iteration 56Q: 3 clusters Score -2.250802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 154145 members 
Entering Unmasked Estep 
Score: -22507996.000000 Penalty: 5944.003906
	Iteration 57Q: 3 clusters Score -2.2508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 154162 members 
Entering Unmasked Estep 
Score: -22507992.000000 Penalty: 5944.003906
	Iteration 58Q: 3 clusters Score -2.250799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 154181 members 
Entering Unmasked Estep 
Score: -22507988.000000 Penalty: 5944.003906
	Iteration 59Q: 3 clusters Score -2.250799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 154196 members 
Entering Unmasked Estep 
Score: -22507994.000000 Penalty: 5944.003906
	Iteration 60F: 3 clusters Score -2.250799e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 154216 members 
Entering Unmasked Estep 
Score: -22507994.000000 Penalty: 5944.003906
	Iteration 61Q: 3 clusters Score -2.250799e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 154236 members 
Entering Unmasked Estep 
Score: -22508010.000000 Penalty: 5944.003906
	Iteration 62Q: 3 clusters Score -2.250801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 154251 members 
Entering Unmasked Estep 
Score: -22507996.000000 Penalty: 5944.003906
	Iteration 63Q: 3 clusters Score -2.2508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 154274 members 
Entering Unmasked Estep 
Score: -22508000.000000 Penalty: 5944.003906
	Iteration 64Q: 3 clusters Score -2.2508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 154301 members 
Entering Unmasked Estep 
Score: -22507996.000000 Penalty: 5944.003906
	Iteration 65Q: 3 clusters Score -2.2508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 154334 members 
Entering Unmasked Estep 
Score: -22508006.000000 Penalty: 5944.003906
	Iteration 66Q: 3 clusters Score -2.250801e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 154366 members 
Entering Unmasked Estep 
Score: -22507990.000000 Penalty: 5944.003906
	Iteration 67Q: 3 clusters Score -2.250799e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 154387 members 
Entering Unmasked Estep 
Score: -22507992.000000 Penalty: 5944.003906
	Iteration 68Q: 3 clusters Score -2.250799e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 154409 members 
Entering Unmasked Estep 
Score: -22507978.000000 Penalty: 5944.003906
	Iteration 69Q: 3 clusters Score -2.250798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 154431 members 
Entering Unmasked Estep 
Score: -22507984.000000 Penalty: 5944.003906
	Iteration 70Q: 3 clusters Score -2.250798e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 154459 members 
Entering Unmasked Estep 
Score: -22507964.000000 Penalty: 5944.003906
	Iteration 71Q: 3 clusters Score -2.250796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 154489 members 
Entering Unmasked Estep 
Score: -22507966.000000 Penalty: 5944.003906
	Iteration 72Q: 3 clusters Score -2.250797e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 154520 members 
Entering Unmasked Estep 
Score: -22507960.000000 Penalty: 5944.003906
	Iteration 73Q: 3 clusters Score -2.250796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 154541 members 
Entering Unmasked Estep 
Score: -22507980.000000 Penalty: 5944.003906
	Iteration 74Q: 3 clusters Score -2.250798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 154564 members 
Entering Unmasked Estep 
Score: -22507976.000000 Penalty: 5944.003906
	Iteration 75Q: 3 clusters Score -2.250798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 154578 members 
Entering Unmasked Estep 
Score: -22507964.000000 Penalty: 5944.003906
	Iteration 76Q: 3 clusters Score -2.250796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 154596 members 
Entering Unmasked Estep 
Score: -22507950.000000 Penalty: 5944.003906
	Iteration 77Q: 3 clusters Score -2.250795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -22507990.000000 Penalty: 5944.003906
	Iteration 78Q: 3 clusters Score -2.250799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 154629 members 
Entering Unmasked Estep 
Score: -22507960.000000 Penalty: 5944.003906
	Iteration 79Q: 3 clusters Score -2.250796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 154642 members 
Entering Unmasked Estep 
Score: -22507950.000000 Penalty: 5944.003906
	Iteration 80F: 3 clusters Score -2.250795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 154656 members 
Entering Unmasked Estep 
Score: -22507920.000000 Penalty: 5944.003906
	Iteration 81Q: 3 clusters Score -2.250792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 154672 members 
Entering Unmasked Estep 
Score: -22507936.000000 Penalty: 5944.003906
	Iteration 82Q: 3 clusters Score -2.250794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 154689 members 
Entering Unmasked Estep 
Score: -22507924.000000 Penalty: 5944.003906
	Iteration 83Q: 3 clusters Score -2.250792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 154704 members 
Entering Unmasked Estep 
Score: -22507906.000000 Penalty: 5944.003906
	Iteration 84Q: 3 clusters Score -2.250791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 154720 members 
Entering Unmasked Estep 
Score: -22507920.000000 Penalty: 5944.003906
	Iteration 85Q: 3 clusters Score -2.250792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -22507892.000000 Penalty: 5944.003906
	Iteration 86Q: 3 clusters Score -2.250789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 154749 members 
Entering Unmasked Estep 
Score: -22507892.000000 Penalty: 5944.003906
	Iteration 87Q: 3 clusters Score -2.250789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 154767 members 
Entering Unmasked Estep 
Score: -22507880.000000 Penalty: 5944.003906
	Iteration 88Q: 3 clusters Score -2.250788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 154783 members 
Entering Unmasked Estep 
Score: -22507864.000000 Penalty: 5944.003906
	Iteration 89Q: 3 clusters Score -2.250786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 154796 members 
Entering Unmasked Estep 
Score: -22507872.000000 Penalty: 5944.003906
	Iteration 90Q: 3 clusters Score -2.250787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -22507856.000000 Penalty: 5944.003906
	Iteration 91Q: 3 clusters Score -2.250786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 154828 members 
Entering Unmasked Estep 
Score: -22507854.000000 Penalty: 5944.003906
	Iteration 92Q: 3 clusters Score -2.250785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -22507864.000000 Penalty: 5944.003906
	Iteration 93Q: 3 clusters Score -2.250786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 154850 members 
Entering Unmasked Estep 
Score: -22507860.000000 Penalty: 5944.003906
	Iteration 94Q: 3 clusters Score -2.250786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 154860 members 
Entering Unmasked Estep 
Score: -22507866.000000 Penalty: 5944.003906
	Iteration 95Q: 3 clusters Score -2.250787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 154867 members 
Entering Unmasked Estep 
Score: -22507864.000000 Penalty: 5944.003906
	Iteration 96Q: 3 clusters Score -2.250786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -22507852.000000 Penalty: 5944.003906
	Iteration 97Q: 3 clusters Score -2.250785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 154876 members 
Entering Unmasked Estep 
Score: -22507854.000000 Penalty: 5944.003906
	Iteration 98Q: 3 clusters Score -2.250785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 154879 members 
Entering Unmasked Estep 
Score: -22507856.000000 Penalty: 5944.003906
	Iteration 99Q: 3 clusters Score -2.250786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 154884 members 
Entering Unmasked Estep 
Score: -22507874.000000 Penalty: 5944.003906
	Iteration 100F: 3 clusters Score -2.250787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 154885 members 
Entering Unmasked Estep 
Score: -22507866.000000 Penalty: 5944.003906
	Iteration 101Q: 3 clusters Score -2.250787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 154886 members 
Entering Unmasked Estep 
Score: -22507860.000000 Penalty: 5944.003906
	Iteration 102Q: 3 clusters Score -2.250786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 154887 members 
Entering Unmasked Estep 
Score: -22507874.000000 Penalty: 5944.003906
	Iteration 103Q: 3 clusters Score -2.250787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 154891 members 
Entering Unmasked Estep 
Score: -22507870.000000 Penalty: 5944.003906
	Iteration 104Q: 3 clusters Score -2.250787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 154897 members 
Entering Unmasked Estep 
Score: -22507868.000000 Penalty: 5944.003906
	Iteration 105Q: 3 clusters Score -2.250787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 154902 members 
Entering Unmasked Estep 
Score: -22507870.000000 Penalty: 5944.003906
	Iteration 106Q: 3 clusters Score -2.250787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -22507866.000000 Penalty: 5944.003906
	Iteration 107Q: 3 clusters Score -2.250787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 154908 members 
Entering Unmasked Estep 
Score: -22507848.000000 Penalty: 5944.003906
	Iteration 108Q: 3 clusters Score -2.250785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 154911 members 
Entering Unmasked Estep 
Score: -22507846.000000 Penalty: 5944.003906
	Iteration 109Q: 3 clusters Score -2.250785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -22507834.000000 Penalty: 5944.003906
	Iteration 110Q: 3 clusters Score -2.250783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 154917 members 
Entering Unmasked Estep 
Score: -22507840.000000 Penalty: 5944.003906
	Iteration 111Q: 3 clusters Score -2.250784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -22507834.000000 Penalty: 5944.003906
	Iteration 112Q: 3 clusters Score -2.250783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 154927 members 
Entering Unmasked Estep 
Score: -22507838.000000 Penalty: 5944.003906
	Iteration 113Q: 3 clusters Score -2.250784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 154930 members 
Entering Unmasked Estep 
Score: -22507856.000000 Penalty: 5944.003906
	Iteration 114Q: 3 clusters Score -2.250786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 154932 members 
Entering Unmasked Estep 
Score: -22507840.000000 Penalty: 5944.003906
	Iteration 115Q: 3 clusters Score -2.250784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -22507842.000000 Penalty: 5944.003906
	Iteration 116Q: 3 clusters Score -2.250784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 154939 members 
Entering Unmasked Estep 
Score: -22507852.000000 Penalty: 5944.003906
	Iteration 117Q: 3 clusters Score -2.250785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 154943 members 
Entering Unmasked Estep 
Score: -22507850.000000 Penalty: 5944.003906
	Iteration 118Q: 3 clusters Score -2.250785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 154950 members 
Entering Unmasked Estep 
Score: -22507848.000000 Penalty: 5944.003906
	Iteration 119Q: 3 clusters Score -2.250785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 154955 members 
Entering Unmasked Estep 
Score: -22507854.000000 Penalty: 5944.003906
	Iteration 120F: 3 clusters Score -2.250785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
Score: -22507878.000000 Penalty: 5944.003906
	Iteration 121Q: 3 clusters Score -2.250788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 154966 members 
Entering Unmasked Estep 
Score: -22507882.000000 Penalty: 5944.003906
	Iteration 122Q: 3 clusters Score -2.250788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 154971 members 
Entering Unmasked Estep 
Score: -22507882.000000 Penalty: 5944.003906
	Iteration 123Q: 3 clusters Score -2.250788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 154975 members 
Entering Unmasked Estep 
Score: -22507884.000000 Penalty: 5944.003906
	Iteration 124Q: 3 clusters Score -2.250788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 154976 members 
Entering Unmasked Estep 
Score: -22507884.000000 Penalty: 5944.003906
	Iteration 125Q: 3 clusters Score -2.250788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 154976 members 
Entering Unmasked Estep 
Score: -22507892.000000 Penalty: 5944.003906
	Iteration 126Q: 3 clusters Score -2.250789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 154978 members 
Entering Unmasked Estep 
Score: -22507890.000000 Penalty: 5944.003906
	Iteration 127Q: 3 clusters Score -2.250789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 154979 members 
Entering Unmasked Estep 
Score: -22507892.000000 Penalty: 5944.003906
	Iteration 128Q: 3 clusters Score -2.250789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 154980 members 
Entering Unmasked Estep 
Score: -22507904.000000 Penalty: 5944.003906
	Iteration 129Q: 3 clusters Score -2.25079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 154982 members 
Entering Unmasked Estep 
Score: -22507884.000000 Penalty: 5944.003906
	Iteration 130Q: 3 clusters Score -2.250788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 154984 members 
Entering Unmasked Estep 
Score: -22507882.000000 Penalty: 5944.003906
	Iteration 131Q: 3 clusters Score -2.250788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 154988 members 
Entering Unmasked Estep 
Score: -22507880.000000 Penalty: 5944.003906
	Iteration 132Q: 3 clusters Score -2.250788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 154989 members 
Entering Unmasked Estep 
Score: -22507876.000000 Penalty: 5944.003906
	Iteration 133Q: 3 clusters Score -2.250788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 154989 members 
Entering Unmasked Estep 
Score: -22507876.000000 Penalty: 5944.003906
	Iteration 134F: 3 clusters Score -2.250788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -151311.593750 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -151311.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -149270.406250 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -149270.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -150356.062500 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -150356.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -151157.250000 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -151157.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -151683.859375 Penalty: 3549.463623
	Iteration 3F: 3 clusters Score -151683.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -152329.203125 Penalty: 3549.463623
	Iteration 4F: 3 clusters Score -152329.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -153005.578125 Penalty: 3549.463623
	Iteration 5F: 3 clusters Score -153005.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -153234.703125 Penalty: 3549.463623
	Iteration 6F: 3 clusters Score -153234.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -153487.203125 Penalty: 3549.463623
	Iteration 7F: 3 clusters Score -153487.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -153792.703125 Penalty: 3549.463623
	Iteration 8F: 3 clusters Score -153792.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -154013.859375 Penalty: 3549.463623
	Iteration 9Q: 3 clusters Score -154013.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -154193.640625 Penalty: 3549.463623
	Iteration 10Q: 3 clusters Score -154193.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -154479.593750 Penalty: 3549.463623
	Iteration 11Q: 3 clusters Score -154479.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -154687.468750 Penalty: 3549.463623
	Iteration 12Q: 3 clusters Score -154687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -154687.468750 Penalty: 3549.463623
	Iteration 13F: 3 clusters Score -154687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 30169 members 
Mstep: Class 3 contains 48946 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 170837 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 109229 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 135936 members 
Mstep: Class 10 contains 26109 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 101 members 
Mstep: Class 13 contains 106573 members 
Mstep: Class 14 contains 166650 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 40157 members 
Mstep: Class 17 contains 160152 members 
Mstep: Class 18 contains 848 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
Score: -146957280.000000 Penalty: 72245.875000
Splitting cluster 18 changes total score from -146955456.000000 to -146957280.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 21 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -38140.296875 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -38140.3 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 139 members 
Entering Unmasked Estep 
Score: -36925.257812 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -36925.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -37119.652344 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -37119.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -37260.542969 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -37260.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -37447.363281 Penalty: 2830.726807
	Iteration 3F: 3 clusters Score -37447.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -37618.652344 Penalty: 2830.726807
	Iteration 4F: 3 clusters Score -37618.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -37721.539062 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -37721.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -37783.582031 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -37783.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -37807.660156 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -37807.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -37819.410156 Penalty: 2830.726807
	Iteration 8Q: 3 clusters Score -37819.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -37819.410156 Penalty: 2830.726807
	Iteration 9F: 3 clusters Score -37819.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 3 contains 48946 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 170837 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 109229 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 135936 members 
Mstep: Class 10 contains 26109 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 13 contains 106573 members 
Mstep: Class 14 contains 166650 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 40157 members 
Mstep: Class 17 contains 160152 members 
Mstep: Class 18 contains 848 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146958176.000000 Penalty: 72245.875000
Iteration 39Q: 22 clusters Score -1.469582e+08 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 29604 members 
Mstep: Class 3 contains 49153 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 169765 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 109491 members 
Mstep: Class 8 contains 7775 members 
Mstep: Class 9 contains 135281 members 
Mstep: Class 10 contains 25726 members 
Mstep: Class 11 contains 6242 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 107720 members 
Mstep: Class 14 contains 166596 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 41022 members 
Mstep: Class 17 contains 160059 members 
Mstep: Class 18 contains 848 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146961264.000000 Penalty: 72245.875000
Iteration 40F: 22 clusters Score -1.469613e+08 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 1820 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 49242 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 168688 members 
Mstep: Class 6 contains 411 members 
Mstep: Class 7 contains 109502 members 
Mstep: Class 8 contains 7709 members 
Mstep: Class 9 contains 134314 members 
Mstep: Class 10 contains 25309 members 
Mstep: Class 11 contains 6359 members 
Mstep: Class 12 contains 100 members 
Mstep: Class 13 contains 108549 members 
Mstep: Class 14 contains 166300 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 41589 members 
Mstep: Class 17 contains 159890 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146963120.000000 Penalty: 72245.875000
Iteration 41Q: 22 clusters Score -1.469631e+08 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 31331 members 
Mstep: Class 3 contains 49306 members 
Mstep: Class 4 contains 842 members 
Mstep: Class 5 contains 167988 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 109485 members 
Mstep: Class 8 contains 7662 members 
Mstep: Class 9 contains 133451 members 
Mstep: Class 10 contains 24907 members 
Mstep: Class 11 contains 6437 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 109330 members 
Mstep: Class 14 contains 165966 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 41970 members 
Mstep: Class 17 contains 159839 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146964608.000000 Penalty: 72245.875000
Iteration 42Q: 22 clusters Score -1.469646e+08 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 32026 members 
Mstep: Class 3 contains 49359 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 167435 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 109370 members 
Mstep: Class 8 contains 7616 members 
Mstep: Class 9 contains 132657 members 
Mstep: Class 10 contains 24543 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 110081 members 
Mstep: Class 14 contains 165667 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 42294 members 
Mstep: Class 17 contains 159732 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146965568.000000 Penalty: 72245.875000
Iteration 43Q: 22 clusters Score -1.469656e+08 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 32565 members 
Mstep: Class 3 contains 49465 members 
Mstep: Class 4 contains 868 members 
Mstep: Class 5 contains 167074 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 109280 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 131824 members 
Mstep: Class 10 contains 24169 members 
Mstep: Class 11 contains 6513 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 110867 members 
Mstep: Class 14 contains 165410 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 42533 members 
Mstep: Class 17 contains 159632 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1476 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146966752.000000 Penalty: 72245.875000
Iteration 44Q: 22 clusters Score -1.469668e+08 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 33005 members 
Mstep: Class 3 contains 49592 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 166880 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 109245 members 
Mstep: Class 8 contains 7525 members 
Mstep: Class 9 contains 130967 members 
Mstep: Class 10 contains 23803 members 
Mstep: Class 11 contains 6558 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 111738 members 
Mstep: Class 14 contains 165087 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 42755 members 
Mstep: Class 17 contains 159456 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1478 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146968080.000000 Penalty: 72245.875000
Iteration 45Q: 22 clusters Score -1.469681e+08 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 33384 members 
Mstep: Class 3 contains 49718 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 166774 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 109158 members 
Mstep: Class 8 contains 7473 members 
Mstep: Class 9 contains 130230 members 
Mstep: Class 10 contains 23440 members 
Mstep: Class 11 contains 6607 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 112589 members 
Mstep: Class 14 contains 164733 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 42947 members 
Mstep: Class 17 contains 159304 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146968608.000000 Penalty: 72245.875000
Iteration 46Q: 22 clusters Score -1.469686e+08 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 33700 members 
Mstep: Class 3 contains 49880 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 166738 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 109081 members 
Mstep: Class 8 contains 7418 members 
Mstep: Class 9 contains 129472 members 
Mstep: Class 10 contains 23095 members 
Mstep: Class 11 contains 6634 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 113486 members 
Mstep: Class 14 contains 164383 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 43109 members 
Mstep: Class 17 contains 159137 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146969792.000000 Penalty: 72245.875000
Iteration 47Q: 22 clusters Score -1.469698e+08 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 33941 members 
Mstep: Class 3 contains 50015 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 166757 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 108949 members 
Mstep: Class 8 contains 7369 members 
Mstep: Class 9 contains 128767 members 
Mstep: Class 10 contains 22778 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 114369 members 
Mstep: Class 14 contains 164093 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 43267 members 
Mstep: Class 17 contains 158982 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146971152.000000 Penalty: 72245.875000
Iteration 48Q: 22 clusters Score -1.469712e+08 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 34148 members 
Mstep: Class 3 contains 50156 members 
Mstep: Class 4 contains 914 members 
Mstep: Class 5 contains 166788 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 108811 members 
Mstep: Class 8 contains 7333 members 
Mstep: Class 9 contains 128076 members 
Mstep: Class 10 contains 22468 members 
Mstep: Class 11 contains 6635 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 115297 members 
Mstep: Class 14 contains 163807 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 43376 members 
Mstep: Class 17 contains 158873 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146972208.000000 Penalty: 72245.875000
Iteration 49Q: 22 clusters Score -1.469722e+08 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 34322 members 
Mstep: Class 3 contains 50297 members 
Mstep: Class 4 contains 919 members 
Mstep: Class 5 contains 166816 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 108592 members 
Mstep: Class 8 contains 7321 members 
Mstep: Class 9 contains 127450 members 
Mstep: Class 10 contains 22181 members 
Mstep: Class 11 contains 6638 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 116249 members 
Mstep: Class 14 contains 163473 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 43469 members 
Mstep: Class 17 contains 158835 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1493 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146972896.000000 Penalty: 72245.875000
Iteration 50Q: 22 clusters Score -1.469729e+08 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 34472 members 
Mstep: Class 3 contains 50470 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 166909 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 108301 members 
Mstep: Class 8 contains 7306 members 
Mstep: Class 9 contains 126969 members 
Mstep: Class 10 contains 21895 members 
Mstep: Class 11 contains 6636 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 117128 members 
Mstep: Class 14 contains 163118 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 43535 members 
Mstep: Class 17 contains 158793 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146972752.000000 Penalty: 72245.875000
Iteration 51Q: 22 clusters Score -1.469728e+08 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 34607 members 
Mstep: Class 3 contains 50620 members 
Mstep: Class 4 contains 931 members 
Mstep: Class 5 contains 167060 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 107995 members 
Mstep: Class 8 contains 7282 members 
Mstep: Class 9 contains 126542 members 
Mstep: Class 10 contains 21633 members 
Mstep: Class 11 contains 6651 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 117877 members 
Mstep: Class 14 contains 162769 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 43567 members 
Mstep: Class 17 contains 158809 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146973760.000000 Penalty: 72245.875000
Iteration 52Q: 22 clusters Score -1.469738e+08 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 34729 members 
Mstep: Class 3 contains 50777 members 
Mstep: Class 4 contains 929 members 
Mstep: Class 5 contains 167186 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 107634 members 
Mstep: Class 8 contains 7261 members 
Mstep: Class 9 contains 126224 members 
Mstep: Class 10 contains 21366 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 118577 members 
Mstep: Class 14 contains 162487 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 43611 members 
Mstep: Class 17 contains 158783 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146974512.000000 Penalty: 72245.875000
Iteration 53Q: 22 clusters Score -1.469745e+08 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 34846 members 
Mstep: Class 3 contains 50973 members 
Mstep: Class 4 contains 934 members 
Mstep: Class 5 contains 167334 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 107283 members 
Mstep: Class 8 contains 7233 members 
Mstep: Class 9 contains 125926 members 
Mstep: Class 10 contains 21091 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 119299 members 
Mstep: Class 14 contains 162194 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 43654 members 
Mstep: Class 17 contains 158693 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146974848.000000 Penalty: 72245.875000
Iteration 54Q: 22 clusters Score -1.469748e+08 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 34970 members 
Mstep: Class 3 contains 51151 members 
Mstep: Class 4 contains 933 members 
Mstep: Class 5 contains 167477 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 106955 members 
Mstep: Class 8 contains 7203 members 
Mstep: Class 9 contains 125667 members 
Mstep: Class 10 contains 20858 members 
Mstep: Class 11 contains 6617 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 119976 members 
Mstep: Class 14 contains 161804 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 43692 members 
Mstep: Class 17 contains 158677 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146975600.000000 Penalty: 72245.875000
Iteration 55Q: 22 clusters Score -1.469756e+08 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 35084 members 
Mstep: Class 3 contains 51327 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 167649 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 106682 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 125380 members 
Mstep: Class 10 contains 20633 members 
Mstep: Class 11 contains 6606 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120611 members 
Mstep: Class 14 contains 161432 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 43714 members 
Mstep: Class 17 contains 158658 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146975552.000000 Penalty: 72245.875000
Iteration 56Q: 22 clusters Score -1.469756e+08 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 35213 members 
Mstep: Class 3 contains 51522 members 
Mstep: Class 4 contains 933 members 
Mstep: Class 5 contains 167838 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 106366 members 
Mstep: Class 8 contains 7148 members 
Mstep: Class 9 contains 125135 members 
Mstep: Class 10 contains 20448 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121185 members 
Mstep: Class 14 contains 161082 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 43726 members 
Mstep: Class 17 contains 158616 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146975696.000000 Penalty: 72245.875000
Iteration 57Q: 22 clusters Score -1.469757e+08 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 35318 members 
Mstep: Class 3 contains 51726 members 
Mstep: Class 4 contains 933 members 
Mstep: Class 5 contains 167962 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 106003 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 124983 members 
Mstep: Class 10 contains 20264 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121757 members 
Mstep: Class 14 contains 160715 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 43743 members 
Mstep: Class 17 contains 158559 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146975840.000000 Penalty: 72245.875000
Iteration 58Q: 22 clusters Score -1.469758e+08 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 35434 members 
Mstep: Class 3 contains 51892 members 
Mstep: Class 4 contains 933 members 
Mstep: Class 5 contains 168093 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 105670 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 125010 members 
Mstep: Class 10 contains 20088 members 
Mstep: Class 11 contains 6574 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122216 members 
Mstep: Class 14 contains 160254 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 43754 members 
Mstep: Class 17 contains 158503 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146976336.000000 Penalty: 72245.875000
Iteration 59Q: 22 clusters Score -1.469763e+08 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 35521 members 
Mstep: Class 3 contains 52048 members 
Mstep: Class 4 contains 933 members 
Mstep: Class 5 contains 168283 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 105305 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 125054 members 
Mstep: Class 10 contains 19933 members 
Mstep: Class 11 contains 6529 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122657 members 
Mstep: Class 14 contains 159798 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 43756 members 
Mstep: Class 17 contains 158494 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146976656.000000 Penalty: 72245.875000
Iteration 60F: 22 clusters Score -1.469767e+08 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 35569 members 
Mstep: Class 3 contains 52210 members 
Mstep: Class 4 contains 931 members 
Mstep: Class 5 contains 168480 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 104898 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 125185 members 
Mstep: Class 10 contains 19784 members 
Mstep: Class 11 contains 6552 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 123058 members 
Mstep: Class 14 contains 159389 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 43763 members 
Mstep: Class 17 contains 158401 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146977360.000000 Penalty: 72245.875000
Iteration 61Q: 22 clusters Score -1.469774e+08 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 35634 members 
Mstep: Class 3 contains 52381 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 168674 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 104500 members 
Mstep: Class 8 contains 7153 members 
Mstep: Class 9 contains 125277 members 
Mstep: Class 10 contains 19641 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 123448 members 
Mstep: Class 14 contains 158943 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 43755 members 
Mstep: Class 17 contains 158353 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146978048.000000 Penalty: 72245.875000
Iteration 62Q: 22 clusters Score -1.46978e+08 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 35709 members 
Mstep: Class 3 contains 52582 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 168854 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 104080 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 125396 members 
Mstep: Class 10 contains 19507 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 123774 members 
Mstep: Class 14 contains 158468 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 43744 members 
Mstep: Class 17 contains 158375 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146978352.000000 Penalty: 72245.875000
Iteration 63Q: 22 clusters Score -1.469784e+08 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 35783 members 
Mstep: Class 3 contains 52821 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 169095 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 103689 members 
Mstep: Class 8 contains 7145 members 
Mstep: Class 9 contains 125524 members 
Mstep: Class 10 contains 19362 members 
Mstep: Class 11 contains 6652 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124109 members 
Mstep: Class 14 contains 157917 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 43737 members 
Mstep: Class 17 contains 158358 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146978704.000000 Penalty: 72245.875000
Iteration 64Q: 22 clusters Score -1.469787e+08 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 35846 members 
Mstep: Class 3 contains 53061 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 169304 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 103328 members 
Mstep: Class 8 contains 7131 members 
Mstep: Class 9 contains 125859 members 
Mstep: Class 10 contains 19191 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124426 members 
Mstep: Class 14 contains 157225 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 43725 members 
Mstep: Class 17 contains 158321 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146979424.000000 Penalty: 72245.875000
Iteration 65Q: 22 clusters Score -1.469794e+08 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 35918 members 
Mstep: Class 3 contains 53316 members 
Mstep: Class 4 contains 927 members 
Mstep: Class 5 contains 169481 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 102950 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 126156 members 
Mstep: Class 10 contains 19007 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124841 members 
Mstep: Class 14 contains 156562 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 43712 members 
Mstep: Class 17 contains 158269 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1547 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146979424.000000 Penalty: 72245.875000
Iteration 66Q: 22 clusters Score -1.469794e+08 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 35993 members 
Mstep: Class 3 contains 53524 members 
Mstep: Class 4 contains 927 members 
Mstep: Class 5 contains 169699 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 102484 members 
Mstep: Class 8 contains 7111 members 
Mstep: Class 9 contains 126445 members 
Mstep: Class 10 contains 18860 members 
Mstep: Class 11 contains 6690 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 125318 members 
Mstep: Class 14 contains 155833 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 43708 members 
Mstep: Class 17 contains 158236 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146979744.000000 Penalty: 72245.875000
Iteration 67Q: 22 clusters Score -1.469797e+08 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 36071 members 
Mstep: Class 3 contains 53736 members 
Mstep: Class 4 contains 928 members 
Mstep: Class 5 contains 169952 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 102045 members 
Mstep: Class 8 contains 7095 members 
Mstep: Class 9 contains 126741 members 
Mstep: Class 10 contains 18747 members 
Mstep: Class 11 contains 6717 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 125760 members 
Mstep: Class 14 contains 155029 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 43699 members 
Mstep: Class 17 contains 158217 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146980464.000000 Penalty: 72245.875000
Iteration 68Q: 22 clusters Score -1.469805e+08 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 36108 members 
Mstep: Class 3 contains 53974 members 
Mstep: Class 4 contains 927 members 
Mstep: Class 5 contains 170199 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 101646 members 
Mstep: Class 8 contains 7084 members 
Mstep: Class 9 contains 127041 members 
Mstep: Class 10 contains 18644 members 
Mstep: Class 11 contains 6763 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 126160 members 
Mstep: Class 14 contains 154203 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 43691 members 
Mstep: Class 17 contains 158193 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1564 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146981056.000000 Penalty: 72245.875000
Iteration 69Q: 22 clusters Score -1.469811e+08 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 36152 members 
Mstep: Class 3 contains 54197 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 170464 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 101313 members 
Mstep: Class 8 contains 7066 members 
Mstep: Class 9 contains 127342 members 
Mstep: Class 10 contains 18543 members 
Mstep: Class 11 contains 6804 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 126520 members 
Mstep: Class 14 contains 153337 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 43681 members 
Mstep: Class 17 contains 158195 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1566 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146980832.000000 Penalty: 72245.875000
Iteration 70Q: 22 clusters Score -1.469808e+08 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 36168 members 
Mstep: Class 3 contains 54444 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 170758 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 100943 members 
Mstep: Class 8 contains 7049 members 
Mstep: Class 9 contains 127564 members 
Mstep: Class 10 contains 18430 members 
Mstep: Class 11 contains 6850 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 126842 members 
Mstep: Class 14 contains 152485 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 43674 members 
Mstep: Class 17 contains 158283 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146980976.000000 Penalty: 72245.875000
Iteration 71Q: 22 clusters Score -1.46981e+08 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 36181 members 
Mstep: Class 3 contains 54671 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 171026 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 100587 members 
Mstep: Class 8 contains 7034 members 
Mstep: Class 9 contains 127812 members 
Mstep: Class 10 contains 18325 members 
Mstep: Class 11 contains 6877 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 127253 members 
Mstep: Class 14 contains 151515 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 43665 members 
Mstep: Class 17 contains 158423 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146981552.000000 Penalty: 72245.875000
Iteration 72Q: 22 clusters Score -1.469816e+08 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 36197 members 
Mstep: Class 3 contains 54959 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 171244 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 100215 members 
Mstep: Class 8 contains 7005 members 
Mstep: Class 9 contains 128029 members 
Mstep: Class 10 contains 18216 members 
Mstep: Class 11 contains 6914 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 127670 members 
Mstep: Class 14 contains 150514 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 43662 members 
Mstep: Class 17 contains 158626 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146981904.000000 Penalty: 72245.875000
Iteration 73Q: 22 clusters Score -1.469819e+08 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 36216 members 
Mstep: Class 3 contains 55234 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 171584 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 99861 members 
Mstep: Class 8 contains 6975 members 
Mstep: Class 9 contains 128273 members 
Mstep: Class 10 contains 18108 members 
Mstep: Class 11 contains 6938 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 128091 members 
Mstep: Class 14 contains 149428 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 43650 members 
Mstep: Class 17 contains 158784 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146983328.000000 Penalty: 72245.875000
Iteration 74Q: 22 clusters Score -1.469833e+08 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 36289 members 
Mstep: Class 3 contains 55546 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 171819 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 99455 members 
Mstep: Class 8 contains 6956 members 
Mstep: Class 9 contains 128631 members 
Mstep: Class 10 contains 17995 members 
Mstep: Class 11 contains 6978 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 128506 members 
Mstep: Class 14 contains 148241 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 43649 members 
Mstep: Class 17 contains 158929 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146983456.000000 Penalty: 72245.875000
Iteration 75Q: 22 clusters Score -1.469835e+08 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 36326 members 
Mstep: Class 3 contains 55886 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 172011 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 99057 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 129134 members 
Mstep: Class 10 contains 17875 members 
Mstep: Class 11 contains 7047 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 128889 members 
Mstep: Class 14 contains 146907 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 43644 members 
Mstep: Class 17 contains 159122 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146983712.000000 Penalty: 72245.875000
Iteration 76Q: 22 clusters Score -1.469837e+08 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 36355 members 
Mstep: Class 3 contains 56181 members 
Mstep: Class 4 contains 929 members 
Mstep: Class 5 contains 172242 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 98797 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 129706 members 
Mstep: Class 10 contains 17782 members 
Mstep: Class 11 contains 7119 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 129215 members 
Mstep: Class 14 contains 145355 members 
Mstep: Class 15 contains 3307 members 
Mstep: Class 16 contains 43643 members 
Mstep: Class 17 contains 159383 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146984448.000000 Penalty: 72245.875000
Iteration 77Q: 22 clusters Score -1.469844e+08 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 36374 members 
Mstep: Class 3 contains 56490 members 
Mstep: Class 4 contains 931 members 
Mstep: Class 5 contains 172465 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 98577 members 
Mstep: Class 8 contains 6914 members 
Mstep: Class 9 contains 130235 members 
Mstep: Class 10 contains 17705 members 
Mstep: Class 11 contains 7193 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 129476 members 
Mstep: Class 14 contains 143789 members 
Mstep: Class 15 contains 3309 members 
Mstep: Class 16 contains 43662 members 
Mstep: Class 17 contains 159700 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146984896.000000 Penalty: 72245.875000
Iteration 78Q: 22 clusters Score -1.469849e+08 nChanged 7105
Entering ConstructFrom: 
Score: -146984896.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (46001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Entering Unmasked Estep 
Score: -6567829.500000 Penalty: 2662.631836
	Iteration 0F: 2 clusters Score -6567830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -6536649.000000 Penalty: 5325.263672
	Iteration 0F: 3 clusters Score -6536649 nChanged 21154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -6548413.000000 Penalty: 5325.263672
	Iteration 1F: 3 clusters Score -6548413 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -6548925.500000 Penalty: 5325.263672
	Iteration 2Q: 3 clusters Score -6548926 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -6549460.000000 Penalty: 5325.263672
	Iteration 3Q: 3 clusters Score -6549460 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -6550145.000000 Penalty: 5325.263672
	Iteration 4Q: 3 clusters Score -6550145 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -6551022.500000 Penalty: 5325.263672
	Iteration 5Q: 3 clusters Score -6551022 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -6552275.500000 Penalty: 5325.263672
	Iteration 6F: 3 clusters Score -6552276 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -6554232.500000 Penalty: 5325.263672
	Iteration 7F: 3 clusters Score -6554232 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -6556943.500000 Penalty: 5325.263672
	Iteration 8F: 3 clusters Score -6556944 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -6560069.500000 Penalty: 5325.263672
	Iteration 9F: 3 clusters Score -6560070 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6562661.000000 Penalty: 5325.263672
	Iteration 10F: 3 clusters Score -6562661 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6564234.500000 Penalty: 5325.263672
	Iteration 11Q: 3 clusters Score -6564234 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6564955.500000 Penalty: 5325.263672
	Iteration 12Q: 3 clusters Score -6564956 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6565222.000000 Penalty: 5325.263672
	Iteration 13Q: 3 clusters Score -6565222 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6565323.500000 Penalty: 5325.263672
	Iteration 14Q: 3 clusters Score -6565324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6565355.500000 Penalty: 5325.263672
	Iteration 15Q: 3 clusters Score -6565356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6565369.000000 Penalty: 5325.263672
	Iteration 16Q: 3 clusters Score -6565369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6565384.500000 Penalty: 5325.263672
	Iteration 17Q: 3 clusters Score -6565384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6565388.000000 Penalty: 5325.263672
	Iteration 18Q: 3 clusters Score -6565388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6565403.000000 Penalty: 5325.263672
	Iteration 19Q: 3 clusters Score -6565403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6565407.000000 Penalty: 5325.263672
	Iteration 20F: 3 clusters Score -6565407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6565418.000000 Penalty: 5325.263672
	Iteration 21Q: 3 clusters Score -6565418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6565429.500000 Penalty: 5325.263672
	Iteration 22Q: 3 clusters Score -6565430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6565438.500000 Penalty: 5325.263672
	Iteration 23Q: 3 clusters Score -6565438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6565441.500000 Penalty: 5325.263672
	Iteration 24Q: 3 clusters Score -6565442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6565449.500000 Penalty: 5325.263672
	Iteration 25Q: 3 clusters Score -6565450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6565451.500000 Penalty: 5325.263672
	Iteration 26Q: 3 clusters Score -6565452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6565451.500000 Penalty: 5325.263672
	Iteration 27Q: 3 clusters Score -6565452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6565455.000000 Penalty: 5325.263672
	Iteration 28Q: 3 clusters Score -6565455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6565455.000000 Penalty: 5325.263672
	Iteration 29F: 3 clusters Score -6565455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Entering Unmasked Estep 
Score: -5202040.500000 Penalty: 2604.562744
	Iteration 0F: 2 clusters Score -5202040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -5177484.500000 Penalty: 5209.125488
	Iteration 0F: 3 clusters Score -5177484 nChanged 16445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -5186292.000000 Penalty: 5209.125488
	Iteration 1F: 3 clusters Score -5186292 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -5186752.000000 Penalty: 5209.125488
	Iteration 2Q: 3 clusters Score -5186752 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -5187215.500000 Penalty: 5209.125488
	Iteration 3Q: 3 clusters Score -5187216 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -5187605.500000 Penalty: 5209.125488
	Iteration 4Q: 3 clusters Score -5187606 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -5188045.500000 Penalty: 5209.125488
	Iteration 5Q: 3 clusters Score -5188046 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5188638.500000 Penalty: 5209.125488
	Iteration 6Q: 3 clusters Score -5188638 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -5189605.500000 Penalty: 5209.125488
	Iteration 7F: 3 clusters Score -5189606 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -5191056.500000 Penalty: 5209.125488
	Iteration 8F: 3 clusters Score -5191056 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -5193077.500000 Penalty: 5209.125488
	Iteration 9F: 3 clusters Score -5193078 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -5195436.500000 Penalty: 5209.125488
	Iteration 10F: 3 clusters Score -5195436 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -5197301.500000 Penalty: 5209.125488
	Iteration 11F: 3 clusters Score -5197302 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -5198530.000000 Penalty: 5209.125488
	Iteration 12Q: 3 clusters Score -5198530 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -5199200.500000 Penalty: 5209.125488
	Iteration 13Q: 3 clusters Score -5199200 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -5199521.500000 Penalty: 5209.125488
	Iteration 14Q: 3 clusters Score -5199522 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -5199648.000000 Penalty: 5209.125488
	Iteration 15Q: 3 clusters Score -5199648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -5199707.000000 Penalty: 5209.125488
	Iteration 16Q: 3 clusters Score -5199707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5199749.000000 Penalty: 5209.125488
	Iteration 17Q: 3 clusters Score -5199749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -5199785.500000 Penalty: 5209.125488
	Iteration 18Q: 3 clusters Score -5199786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -5199797.500000 Penalty: 5209.125488
	Iteration 19Q: 3 clusters Score -5199798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -5199830.000000 Penalty: 5209.125488
	Iteration 20F: 3 clusters Score -5199830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -5199857.500000 Penalty: 5209.125488
	Iteration 21Q: 3 clusters Score -5199858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -5199869.500000 Penalty: 5209.125488
	Iteration 22Q: 3 clusters Score -5199870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -5199877.500000 Penalty: 5209.125488
	Iteration 23Q: 3 clusters Score -5199878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -5199885.000000 Penalty: 5209.125488
	Iteration 24Q: 3 clusters Score -5199885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -5199883.500000 Penalty: 5209.125488
	Iteration 25Q: 3 clusters Score -5199884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -5199889.000000 Penalty: 5209.125488
	Iteration 26Q: 3 clusters Score -5199889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -5199890.000000 Penalty: 5209.125488
	Iteration 27Q: 3 clusters Score -5199890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -5199887.000000 Penalty: 5209.125488
	Iteration 28Q: 3 clusters Score -5199887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -5199892.000000 Penalty: 5209.125488
	Iteration 29Q: 3 clusters Score -5199892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5199889.500000 Penalty: 5209.125488
	Iteration 30Q: 3 clusters Score -5199890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5199889.500000 Penalty: 5209.125488
	Iteration 31F: 3 clusters Score -5199890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Entering Unmasked Estep 
Score: -8091158.500000 Penalty: 2715.020020
	Iteration 0F: 2 clusters Score -8091158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -8052935.500000 Penalty: 5430.040039
	Iteration 0F: 3 clusters Score -8052936 nChanged 26428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -8067482.500000 Penalty: 5430.040039
	Iteration 1F: 3 clusters Score -8067482 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -8068070.000000 Penalty: 5430.040039
	Iteration 2Q: 3 clusters Score -8068070 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -8068712.500000 Penalty: 5430.040039
	Iteration 3Q: 3 clusters Score -8068712 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -8069313.500000 Penalty: 5430.040039
	Iteration 4Q: 3 clusters Score -8069314 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -8070171.500000 Penalty: 5430.040039
	Iteration 5Q: 3 clusters Score -8070172 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -8071250.500000 Penalty: 5430.040039
	Iteration 6Q: 3 clusters Score -8071250 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -8072679.000000 Penalty: 5430.040039
	Iteration 7Q: 3 clusters Score -8072679 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -8074367.000000 Penalty: 5430.040039
	Iteration 8Q: 3 clusters Score -8074367 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -8076324.000000 Penalty: 5430.040039
	Iteration 9F: 3 clusters Score -8076324 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -8078445.500000 Penalty: 5430.040039
	Iteration 10F: 3 clusters Score -8078446 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -8080199.000000 Penalty: 5430.040039
	Iteration 11F: 3 clusters Score -8080199 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -8081424.000000 Penalty: 5430.040039
	Iteration 12Q: 3 clusters Score -8081424 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -8082158.500000 Penalty: 5430.040039
	Iteration 13Q: 3 clusters Score -8082158 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -8082568.500000 Penalty: 5430.040039
	Iteration 14Q: 3 clusters Score -8082568 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -8082783.000000 Penalty: 5430.040039
	Iteration 15Q: 3 clusters Score -8082783 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -8083003.500000 Penalty: 5430.040039
	Iteration 16Q: 3 clusters Score -8083004 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -8083188.000000 Penalty: 5430.040039
	Iteration 17Q: 3 clusters Score -8083188 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -8083363.000000 Penalty: 5430.040039
	Iteration 18Q: 3 clusters Score -8083363 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -8083565.000000 Penalty: 5430.040039
	Iteration 19Q: 3 clusters Score -8083565 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -8083806.000000 Penalty: 5430.040039
	Iteration 20F: 3 clusters Score -8083806 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -8084054.500000 Penalty: 5430.040039
	Iteration 21Q: 3 clusters Score -8084054 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8084339.000000 Penalty: 5430.040039
	Iteration 22Q: 3 clusters Score -8084339 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8084590.000000 Penalty: 5430.040039
	Iteration 23Q: 3 clusters Score -8084590 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -8084904.500000 Penalty: 5430.040039
	Iteration 24Q: 3 clusters Score -8084904 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -8085217.000000 Penalty: 5430.040039
	Iteration 25Q: 3 clusters Score -8085217 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -8085568.500000 Penalty: 5430.040039
	Iteration 26Q: 3 clusters Score -8085568 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -8085887.000000 Penalty: 5430.040039
	Iteration 27Q: 3 clusters Score -8085887 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -8086178.000000 Penalty: 5430.040039
	Iteration 28Q: 3 clusters Score -8086178 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -8086493.500000 Penalty: 5430.040039
	Iteration 29Q: 3 clusters Score -8086494 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -8086759.500000 Penalty: 5430.040039
	Iteration 30Q: 3 clusters Score -8086760 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -8087030.000000 Penalty: 5430.040039
	Iteration 31Q: 3 clusters Score -8087030 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -8087333.500000 Penalty: 5430.040039
	Iteration 32Q: 3 clusters Score -8087334 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -8087575.000000 Penalty: 5430.040039
	Iteration 33Q: 3 clusters Score -8087575 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -8087819.500000 Penalty: 5430.040039
	Iteration 34Q: 3 clusters Score -8087820 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -8088010.500000 Penalty: 5430.040039
	Iteration 35Q: 3 clusters Score -8088010 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -8088162.500000 Penalty: 5430.040039
	Iteration 36Q: 3 clusters Score -8088162 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -8088303.000000 Penalty: 5430.040039
	Iteration 37Q: 3 clusters Score -8088303 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -8088388.500000 Penalty: 5430.040039
	Iteration 38Q: 3 clusters Score -8088388 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -8088476.000000 Penalty: 5430.040039
	Iteration 39Q: 3 clusters Score -8088476 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -8088528.500000 Penalty: 5430.040039
	Iteration 40F: 3 clusters Score -8088528 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -8088584.000000 Penalty: 5430.040039
	Iteration 41Q: 3 clusters Score -8088584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -8088632.500000 Penalty: 5430.040039
	Iteration 42Q: 3 clusters Score -8088632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -8088687.500000 Penalty: 5430.040039
	Iteration 43Q: 3 clusters Score -8088688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -8088733.500000 Penalty: 5430.040039
	Iteration 44Q: 3 clusters Score -8088734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -8088746.000000 Penalty: 5430.040039
	Iteration 45Q: 3 clusters Score -8088746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -8088771.000000 Penalty: 5430.040039
	Iteration 46Q: 3 clusters Score -8088771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -8088772.500000 Penalty: 5430.040039
	Iteration 47Q: 3 clusters Score -8088772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -8088790.500000 Penalty: 5430.040039
	Iteration 48Q: 3 clusters Score -8088790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -8088801.500000 Penalty: 5430.040039
	Iteration 49Q: 3 clusters Score -8088802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -8088813.000000 Penalty: 5430.040039
	Iteration 50Q: 3 clusters Score -8088813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -8088832.000000 Penalty: 5430.040039
	Iteration 51Q: 3 clusters Score -8088832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -8088845.500000 Penalty: 5430.040039
	Iteration 52Q: 3 clusters Score -8088846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -8088853.000000 Penalty: 5430.040039
	Iteration 53Q: 3 clusters Score -8088853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -8088855.000000 Penalty: 5430.040039
	Iteration 54Q: 3 clusters Score -8088855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -8088871.500000 Penalty: 5430.040039
	Iteration 55Q: 3 clusters Score -8088872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -8088876.500000 Penalty: 5430.040039
	Iteration 56Q: 3 clusters Score -8088876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -8088868.500000 Penalty: 5430.040039
	Iteration 57Q: 3 clusters Score -8088868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -8088870.500000 Penalty: 5430.040039
	Iteration 58Q: 3 clusters Score -8088870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -8088871.000000 Penalty: 5430.040039
	Iteration 59Q: 3 clusters Score -8088871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -8088885.000000 Penalty: 5430.040039
	Iteration 60F: 3 clusters Score -8088885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -8088884.500000 Penalty: 5430.040039
	Iteration 61Q: 3 clusters Score -8088884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -8088885.500000 Penalty: 5430.040039
	Iteration 62Q: 3 clusters Score -8088886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -8088889.500000 Penalty: 5430.040039
	Iteration 63Q: 3 clusters Score -8088890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -8088898.500000 Penalty: 5430.040039
	Iteration 64Q: 3 clusters Score -8088898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -8088893.500000 Penalty: 5430.040039
	Iteration 65Q: 3 clusters Score -8088894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -8088889.000000 Penalty: 5430.040039
	Iteration 66Q: 3 clusters Score -8088889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -8088892.500000 Penalty: 5430.040039
	Iteration 67Q: 3 clusters Score -8088892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -8088900.000000 Penalty: 5430.040039
	Iteration 68Q: 3 clusters Score -8088900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -8088899.500000 Penalty: 5430.040039
	Iteration 69Q: 3 clusters Score -8088900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -8088903.000000 Penalty: 5430.040039
	Iteration 70Q: 3 clusters Score -8088903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -8088904.000000 Penalty: 5430.040039
	Iteration 71Q: 3 clusters Score -8088904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -8088906.500000 Penalty: 5430.040039
	Iteration 72Q: 3 clusters Score -8088906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -8088911.500000 Penalty: 5430.040039
	Iteration 73Q: 3 clusters Score -8088912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -8088923.500000 Penalty: 5430.040039
	Iteration 74Q: 3 clusters Score -8088924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -8088925.000000 Penalty: 5430.040039
	Iteration 75Q: 3 clusters Score -8088925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -8088924.000000 Penalty: 5430.040039
	Iteration 76Q: 3 clusters Score -8088924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -8088919.500000 Penalty: 5430.040039
	Iteration 77Q: 3 clusters Score -8088920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -8088925.000000 Penalty: 5430.040039
	Iteration 78Q: 3 clusters Score -8088925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -8088929.500000 Penalty: 5430.040039
	Iteration 79Q: 3 clusters Score -8088930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
Score: -8088928.000000 Penalty: 5430.040039
	Iteration 80F: 3 clusters Score -8088928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -8088929.000000 Penalty: 5430.040039
	Iteration 81Q: 3 clusters Score -8088929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -8088928.500000 Penalty: 5430.040039
	Iteration 82Q: 3 clusters Score -8088928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -8088924.500000 Penalty: 5430.040039
	Iteration 83Q: 3 clusters Score -8088924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -8088927.500000 Penalty: 5430.040039
	Iteration 84Q: 3 clusters Score -8088928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -8088930.500000 Penalty: 5430.040039
	Iteration 85Q: 3 clusters Score -8088930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -8088932.000000 Penalty: 5430.040039
	Iteration 86Q: 3 clusters Score -8088932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -8088925.000000 Penalty: 5430.040039
	Iteration 87Q: 3 clusters Score -8088925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -8088930.000000 Penalty: 5430.040039
	Iteration 88Q: 3 clusters Score -8088930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -8088930.000000 Penalty: 5430.040039
	Iteration 89F: 3 clusters Score -8088930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -130723.695312 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -130723.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -128877.203125 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -128877.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -129124.132812 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -129124.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129171.687500 Penalty: 3391.317139
	Iteration 2Q: 3 clusters Score -129171.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -129207.281250 Penalty: 3391.317139
	Iteration 3Q: 3 clusters Score -129207.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -129224.265625 Penalty: 3391.317139
	Iteration 4Q: 3 clusters Score -129224.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -129231.031250 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -129231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -129235.265625 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -129235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -129236.687500 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -129236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -129237.750000 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -129237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -129238.812500 Penalty: 3391.317139
	Iteration 9Q: 3 clusters Score -129238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -129238.812500 Penalty: 3391.317139
	Iteration 10F: 3 clusters Score -129238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (172648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172648 members 
Entering Unmasked Estep 
Score: -24213748.000000 Penalty: 2990.634521
	Iteration 0F: 2 clusters Score -2.421375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86074 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -24107558.000000 Penalty: 5981.269043
	Iteration 0F: 3 clusters Score -2.410756e+07 nChanged 82419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -24155224.000000 Penalty: 5981.269043
	Iteration 1F: 3 clusters Score -2.415522e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 92554 members 
Entering Unmasked Estep 
Score: -24156310.000000 Penalty: 5981.269043
	Iteration 2Q: 3 clusters Score -2.415631e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 96051 members 
Entering Unmasked Estep 
Score: -24158280.000000 Penalty: 5981.269043
	Iteration 3Q: 3 clusters Score -2.415828e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71513 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -24161142.000000 Penalty: 5981.269043
	Iteration 4Q: 3 clusters Score -2.416114e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -24165886.000000 Penalty: 5981.269043
	Iteration 5Q: 3 clusters Score -2.416589e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 117243 members 
Entering Unmasked Estep 
Score: -24173264.000000 Penalty: 5981.269043
	Iteration 6F: 3 clusters Score -2.417326e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 127585 members 
Entering Unmasked Estep 
Score: -24182952.000000 Penalty: 5981.269043
	Iteration 7F: 3 clusters Score -2.418295e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 137498 members 
Entering Unmasked Estep 
Score: -24192550.000000 Penalty: 5981.269043
	Iteration 8F: 3 clusters Score -2.419255e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 145413 members 
Entering Unmasked Estep 
Score: -24200580.000000 Penalty: 5981.269043
	Iteration 9F: 3 clusters Score -2.420058e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 150856 members 
Entering Unmasked Estep 
Score: -24205058.000000 Penalty: 5981.269043
	Iteration 10Q: 3 clusters Score -2.420506e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 154290 members 
Entering Unmasked Estep 
Score: -24207284.000000 Penalty: 5981.269043
	Iteration 11Q: 3 clusters Score -2.420728e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 156845 members 
Entering Unmasked Estep 
Score: -24208572.000000 Penalty: 5981.269043
	Iteration 12Q: 3 clusters Score -2.420857e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 158870 members 
Entering Unmasked Estep 
Score: -24209214.000000 Penalty: 5981.269043
	Iteration 13Q: 3 clusters Score -2.420921e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 160528 members 
Entering Unmasked Estep 
Score: -24209688.000000 Penalty: 5981.269043
	Iteration 14Q: 3 clusters Score -2.420969e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 161875 members 
Entering Unmasked Estep 
Score: -24210182.000000 Penalty: 5981.269043
	Iteration 15Q: 3 clusters Score -2.421018e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 162966 members 
Entering Unmasked Estep 
Score: -24210460.000000 Penalty: 5981.269043
	Iteration 16Q: 3 clusters Score -2.421046e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 163953 members 
Entering Unmasked Estep 
Score: -24210740.000000 Penalty: 5981.269043
	Iteration 17Q: 3 clusters Score -2.421074e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 164757 members 
Entering Unmasked Estep 
Score: -24211028.000000 Penalty: 5981.269043
	Iteration 18Q: 3 clusters Score -2.421103e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 165452 members 
Entering Unmasked Estep 
Score: -24211236.000000 Penalty: 5981.269043
	Iteration 19Q: 3 clusters Score -2.421124e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 166057 members 
Entering Unmasked Estep 
Score: -24211454.000000 Penalty: 5981.269043
	Iteration 20F: 3 clusters Score -2.421145e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 166559 members 
Entering Unmasked Estep 
Score: -24211584.000000 Penalty: 5981.269043
	Iteration 21Q: 3 clusters Score -2.421158e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 166961 members 
Entering Unmasked Estep 
Score: -24211640.000000 Penalty: 5981.269043
	Iteration 22Q: 3 clusters Score -2.421164e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
Score: -24211634.000000 Penalty: 5981.269043
	Iteration 23Q: 3 clusters Score -2.421163e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 167520 members 
Entering Unmasked Estep 
Score: -24211736.000000 Penalty: 5981.269043
	Iteration 24Q: 3 clusters Score -2.421174e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 167735 members 
Entering Unmasked Estep 
Score: -24211782.000000 Penalty: 5981.269043
	Iteration 25Q: 3 clusters Score -2.421178e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 167933 members 
Entering Unmasked Estep 
Score: -24211818.000000 Penalty: 5981.269043
	Iteration 26Q: 3 clusters Score -2.421182e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -24211806.000000 Penalty: 5981.269043
	Iteration 27Q: 3 clusters Score -2.421181e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 168209 members 
Entering Unmasked Estep 
Score: -24211816.000000 Penalty: 5981.269043
	Iteration 28Q: 3 clusters Score -2.421182e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 168311 members 
Entering Unmasked Estep 
Score: -24211880.000000 Penalty: 5981.269043
	Iteration 29Q: 3 clusters Score -2.421188e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 168420 members 
Entering Unmasked Estep 
Score: -24211920.000000 Penalty: 5981.269043
	Iteration 30Q: 3 clusters Score -2.421192e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 168522 members 
Entering Unmasked Estep 
Score: -24211940.000000 Penalty: 5981.269043
	Iteration 31Q: 3 clusters Score -2.421194e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 168610 members 
Entering Unmasked Estep 
Score: -24211944.000000 Penalty: 5981.269043
	Iteration 32Q: 3 clusters Score -2.421194e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 168692 members 
Entering Unmasked Estep 
Score: -24211970.000000 Penalty: 5981.269043
	Iteration 33Q: 3 clusters Score -2.421197e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 168779 members 
Entering Unmasked Estep 
Score: -24212010.000000 Penalty: 5981.269043
	Iteration 34Q: 3 clusters Score -2.421201e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -24211986.000000 Penalty: 5981.269043
	Iteration 35Q: 3 clusters Score -2.421199e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 168882 members 
Entering Unmasked Estep 
Score: -24212014.000000 Penalty: 5981.269043
	Iteration 36Q: 3 clusters Score -2.421201e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 168902 members 
Entering Unmasked Estep 
Score: -24212026.000000 Penalty: 5981.269043
	Iteration 37Q: 3 clusters Score -2.421203e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 168930 members 
Entering Unmasked Estep 
Score: -24212014.000000 Penalty: 5981.269043
	Iteration 38Q: 3 clusters Score -2.421201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 168947 members 
Entering Unmasked Estep 
Score: -24212050.000000 Penalty: 5981.269043
	Iteration 39Q: 3 clusters Score -2.421205e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 168958 members 
Entering Unmasked Estep 
Score: -24212046.000000 Penalty: 5981.269043
	Iteration 40F: 3 clusters Score -2.421205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 168978 members 
Entering Unmasked Estep 
Score: -24212040.000000 Penalty: 5981.269043
	Iteration 41Q: 3 clusters Score -2.421204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 168999 members 
Entering Unmasked Estep 
Score: -24212050.000000 Penalty: 5981.269043
	Iteration 42Q: 3 clusters Score -2.421205e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 169016 members 
Entering Unmasked Estep 
Score: -24212052.000000 Penalty: 5981.269043
	Iteration 43Q: 3 clusters Score -2.421205e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 169040 members 
Entering Unmasked Estep 
Score: -24212044.000000 Penalty: 5981.269043
	Iteration 44Q: 3 clusters Score -2.421204e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 169057 members 
Entering Unmasked Estep 
Score: -24212014.000000 Penalty: 5981.269043
	Iteration 45Q: 3 clusters Score -2.421201e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 169069 members 
Entering Unmasked Estep 
Score: -24212032.000000 Penalty: 5981.269043
	Iteration 46Q: 3 clusters Score -2.421203e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 169098 members 
Entering Unmasked Estep 
Score: -24212016.000000 Penalty: 5981.269043
	Iteration 47Q: 3 clusters Score -2.421202e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 169114 members 
Entering Unmasked Estep 
Score: -24212016.000000 Penalty: 5981.269043
	Iteration 48Q: 3 clusters Score -2.421202e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 169128 members 
Entering Unmasked Estep 
Score: -24212026.000000 Penalty: 5981.269043
	Iteration 49Q: 3 clusters Score -2.421203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 169138 members 
Entering Unmasked Estep 
Score: -24212022.000000 Penalty: 5981.269043
	Iteration 50Q: 3 clusters Score -2.421202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 169151 members 
Entering Unmasked Estep 
Score: -24212032.000000 Penalty: 5981.269043
	Iteration 51Q: 3 clusters Score -2.421203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 169162 members 
Entering Unmasked Estep 
Score: -24212056.000000 Penalty: 5981.269043
	Iteration 52Q: 3 clusters Score -2.421206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 169185 members 
Entering Unmasked Estep 
Score: -24212060.000000 Penalty: 5981.269043
	Iteration 53Q: 3 clusters Score -2.421206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 169193 members 
Entering Unmasked Estep 
Score: -24212050.000000 Penalty: 5981.269043
	Iteration 54Q: 3 clusters Score -2.421205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 169212 members 
Entering Unmasked Estep 
Score: -24212068.000000 Penalty: 5981.269043
	Iteration 55Q: 3 clusters Score -2.421207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 169223 members 
Entering Unmasked Estep 
Score: -24212084.000000 Penalty: 5981.269043
	Iteration 56Q: 3 clusters Score -2.421208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 169236 members 
Entering Unmasked Estep 
Score: -24212080.000000 Penalty: 5981.269043
	Iteration 57Q: 3 clusters Score -2.421208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 169250 members 
Entering Unmasked Estep 
Score: -24212074.000000 Penalty: 5981.269043
	Iteration 58Q: 3 clusters Score -2.421207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 169268 members 
Entering Unmasked Estep 
Score: -24212068.000000 Penalty: 5981.269043
	Iteration 59Q: 3 clusters Score -2.421207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 169284 members 
Entering Unmasked Estep 
Score: -24212054.000000 Penalty: 5981.269043
	Iteration 60F: 3 clusters Score -2.421205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 169291 members 
Entering Unmasked Estep 
Score: -24212068.000000 Penalty: 5981.269043
	Iteration 61Q: 3 clusters Score -2.421207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 169298 members 
Entering Unmasked Estep 
Score: -24212086.000000 Penalty: 5981.269043
	Iteration 62Q: 3 clusters Score -2.421209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 169307 members 
Entering Unmasked Estep 
Score: -24212066.000000 Penalty: 5981.269043
	Iteration 63Q: 3 clusters Score -2.421207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 169312 members 
Entering Unmasked Estep 
Score: -24212056.000000 Penalty: 5981.269043
	Iteration 64Q: 3 clusters Score -2.421206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 169321 members 
Entering Unmasked Estep 
Score: -24212058.000000 Penalty: 5981.269043
	Iteration 65Q: 3 clusters Score -2.421206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 169326 members 
Entering Unmasked Estep 
Score: -24212046.000000 Penalty: 5981.269043
	Iteration 66Q: 3 clusters Score -2.421205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 169332 members 
Entering Unmasked Estep 
Score: -24212048.000000 Penalty: 5981.269043
	Iteration 67Q: 3 clusters Score -2.421205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 169335 members 
Entering Unmasked Estep 
Score: -24212038.000000 Penalty: 5981.269043
	Iteration 68Q: 3 clusters Score -2.421204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 169340 members 
Entering Unmasked Estep 
Score: -24212042.000000 Penalty: 5981.269043
	Iteration 69Q: 3 clusters Score -2.421204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 169341 members 
Entering Unmasked Estep 
Score: -24212048.000000 Penalty: 5981.269043
	Iteration 70Q: 3 clusters Score -2.421205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 169341 members 
Entering Unmasked Estep 
Score: -24212040.000000 Penalty: 5981.269043
	Iteration 71Q: 3 clusters Score -2.421204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 169340 members 
Entering Unmasked Estep 
Score: -24212044.000000 Penalty: 5981.269043
	Iteration 72Q: 3 clusters Score -2.421204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 169339 members 
Entering Unmasked Estep 
Score: -24212042.000000 Penalty: 5981.269043
	Iteration 73Q: 3 clusters Score -2.421204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 169340 members 
Entering Unmasked Estep 
Score: -24212050.000000 Penalty: 5981.269043
	Iteration 74Q: 3 clusters Score -2.421205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 169339 members 
Entering Unmasked Estep 
Score: -24212054.000000 Penalty: 5981.269043
	Iteration 75Q: 3 clusters Score -2.421205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 169339 members 
Entering Unmasked Estep 
Score: -24212054.000000 Penalty: 5981.269043
	Iteration 76F: 3 clusters Score -2.421205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -52638.191406 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -52638.19 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 212 members 
Entering Unmasked Estep 
Score: -51257.554688 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -51257.55 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51463.703125 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -51463.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51591.636719 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -51591.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51678.792969 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -51678.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51753.957031 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -51753.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51864.179688 Penalty: 2992.410889
	Iteration 5F: 3 clusters Score -51864.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52040.421875 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -52040.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -52121.628906 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -52121.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -52148.617188 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -52148.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -52170.351562 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -52170.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -52179.253906 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -52179.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -52182.554688 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -52182.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -52182.554688 Penalty: 2992.410889
	Iteration 12F: 3 clusters Score -52182.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (98434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Entering Unmasked Estep 
Score: -13988122.000000 Penalty: 2851.291260
	Iteration 0F: 2 clusters Score -1.398812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -13922421.000000 Penalty: 5702.582520
	Iteration 0F: 3 clusters Score -1.392242e+07 nChanged 46696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -13949018.000000 Penalty: 5702.582520
	Iteration 1F: 3 clusters Score -1.394902e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -13949867.000000 Penalty: 5702.582520
	Iteration 2Q: 3 clusters Score -1.394987e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -13951116.000000 Penalty: 5702.582520
	Iteration 3Q: 3 clusters Score -1.395112e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -13953143.000000 Penalty: 5702.582520
	Iteration 4Q: 3 clusters Score -1.395314e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -13956723.000000 Penalty: 5702.582520
	Iteration 5F: 3 clusters Score -1.395672e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -13962481.000000 Penalty: 5702.582520
	Iteration 6F: 3 clusters Score -1.396248e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -13970116.000000 Penalty: 5702.582520
	Iteration 7F: 3 clusters Score -1.397012e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 88556 members 
Entering Unmasked Estep 
Score: -13977267.000000 Penalty: 5702.582520
	Iteration 8F: 3 clusters Score -1.397727e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 93378 members 
Entering Unmasked Estep 
Score: -13981642.000000 Penalty: 5702.582520
	Iteration 9Q: 3 clusters Score -1.398164e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 95893 members 
Entering Unmasked Estep 
Score: -13984000.000000 Penalty: 5702.582520
	Iteration 10Q: 3 clusters Score -1.3984e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 97029 members 
Entering Unmasked Estep 
Score: -13984924.000000 Penalty: 5702.582520
	Iteration 11Q: 3 clusters Score -1.398492e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 97525 members 
Entering Unmasked Estep 
Score: -13985325.000000 Penalty: 5702.582520
	Iteration 12Q: 3 clusters Score -1.398532e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 97743 members 
Entering Unmasked Estep 
Score: -13985557.000000 Penalty: 5702.582520
	Iteration 13Q: 3 clusters Score -1.398556e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -13985663.000000 Penalty: 5702.582520
	Iteration 14Q: 3 clusters Score -1.398566e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 97904 members 
Entering Unmasked Estep 
Score: -13985747.000000 Penalty: 5702.582520
	Iteration 15Q: 3 clusters Score -1.398575e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -13985773.000000 Penalty: 5702.582520
	Iteration 16Q: 3 clusters Score -1.398577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -13985779.000000 Penalty: 5702.582520
	Iteration 17Q: 3 clusters Score -1.398578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 97969 members 
Entering Unmasked Estep 
Score: -13985782.000000 Penalty: 5702.582520
	Iteration 18Q: 3 clusters Score -1.398578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 97982 members 
Entering Unmasked Estep 
Score: -13985808.000000 Penalty: 5702.582520
	Iteration 19Q: 3 clusters Score -1.398581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 97990 members 
Entering Unmasked Estep 
Score: -13985825.000000 Penalty: 5702.582520
	Iteration 20F: 3 clusters Score -1.398582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 98001 members 
Entering Unmasked Estep 
Score: -13985842.000000 Penalty: 5702.582520
	Iteration 21Q: 3 clusters Score -1.398584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 98005 members 
Entering Unmasked Estep 
Score: -13985831.000000 Penalty: 5702.582520
	Iteration 22Q: 3 clusters Score -1.398583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -13985838.000000 Penalty: 5702.582520
	Iteration 23Q: 3 clusters Score -1.398584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -13985834.000000 Penalty: 5702.582520
	Iteration 24Q: 3 clusters Score -1.398583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -13985839.000000 Penalty: 5702.582520
	Iteration 25Q: 3 clusters Score -1.398584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 98022 members 
Entering Unmasked Estep 
Score: -13985838.000000 Penalty: 5702.582520
	Iteration 26Q: 3 clusters Score -1.398584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 98022 members 
Entering Unmasked Estep 
Score: -13985838.000000 Penalty: 5702.582520
	Iteration 27F: 3 clusters Score -1.398584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Entering Unmasked Estep 
Score: -989683.875000 Penalty: 2192.248291
	Iteration 0F: 2 clusters Score -989683.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -983939.562500 Penalty: 4384.496582
	Iteration 0F: 3 clusters Score -983939.6 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -985432.062500 Penalty: 4384.496582
	Iteration 1F: 3 clusters Score -985432.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -985683.500000 Penalty: 4384.496582
	Iteration 2F: 3 clusters Score -985683.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -985829.812500 Penalty: 4384.496582
	Iteration 3Q: 3 clusters Score -985829.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -985928.875000 Penalty: 4384.496582
	Iteration 4Q: 3 clusters Score -985928.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -985994.937500 Penalty: 4384.496582
	Iteration 5Q: 3 clusters Score -985994.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -986044.875000 Penalty: 4384.496582
	Iteration 6Q: 3 clusters Score -986044.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -986086.437500 Penalty: 4384.496582
	Iteration 7Q: 3 clusters Score -986086.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -986119.875000 Penalty: 4384.496582
	Iteration 8Q: 3 clusters Score -986119.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -986150.250000 Penalty: 4384.496582
	Iteration 9Q: 3 clusters Score -986150.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -986180.312500 Penalty: 4384.496582
	Iteration 10Q: 3 clusters Score -986180.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -986218.812500 Penalty: 4384.496582
	Iteration 11Q: 3 clusters Score -986218.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -986253.875000 Penalty: 4384.496582
	Iteration 12Q: 3 clusters Score -986253.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -986294.375000 Penalty: 4384.496582
	Iteration 13Q: 3 clusters Score -986294.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -986339.312500 Penalty: 4384.496582
	Iteration 14Q: 3 clusters Score -986339.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -986379.562500 Penalty: 4384.496582
	Iteration 15Q: 3 clusters Score -986379.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -986433.437500 Penalty: 4384.496582
	Iteration 16Q: 3 clusters Score -986433.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -986483.937500 Penalty: 4384.496582
	Iteration 17Q: 3 clusters Score -986483.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -986539.937500 Penalty: 4384.496582
	Iteration 18Q: 3 clusters Score -986539.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -986619.125000 Penalty: 4384.496582
	Iteration 19Q: 3 clusters Score -986619.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -986698.937500 Penalty: 4384.496582
	Iteration 20F: 3 clusters Score -986698.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -986789.875000 Penalty: 4384.496582
	Iteration 21Q: 3 clusters Score -986789.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -986887.687500 Penalty: 4384.496582
	Iteration 22Q: 3 clusters Score -986887.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -986992.875000 Penalty: 4384.496582
	Iteration 23Q: 3 clusters Score -986992.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -987104.750000 Penalty: 4384.496582
	Iteration 24Q: 3 clusters Score -987104.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -987227.750000 Penalty: 4384.496582
	Iteration 25Q: 3 clusters Score -987227.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -987348.375000 Penalty: 4384.496582
	Iteration 26Q: 3 clusters Score -987348.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -987458.062500 Penalty: 4384.496582
	Iteration 27Q: 3 clusters Score -987458.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -987546.562500 Penalty: 4384.496582
	Iteration 28Q: 3 clusters Score -987546.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -987624.062500 Penalty: 4384.496582
	Iteration 29Q: 3 clusters Score -987624.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -987679.375000 Penalty: 4384.496582
	Iteration 30Q: 3 clusters Score -987679.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -987722.062500 Penalty: 4384.496582
	Iteration 31Q: 3 clusters Score -987722.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -987761.687500 Penalty: 4384.496582
	Iteration 32Q: 3 clusters Score -987761.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -987798.875000 Penalty: 4384.496582
	Iteration 33Q: 3 clusters Score -987798.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -987836.125000 Penalty: 4384.496582
	Iteration 34Q: 3 clusters Score -987836.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -987869.187500 Penalty: 4384.496582
	Iteration 35Q: 3 clusters Score -987869.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -987903.062500 Penalty: 4384.496582
	Iteration 36Q: 3 clusters Score -987903.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -987924.187500 Penalty: 4384.496582
	Iteration 37Q: 3 clusters Score -987924.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -987935.000000 Penalty: 4384.496582
	Iteration 38Q: 3 clusters Score -987935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -987945.125000 Penalty: 4384.496582
	Iteration 39Q: 3 clusters Score -987945.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -987954.875000 Penalty: 4384.496582
	Iteration 40F: 3 clusters Score -987954.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -987961.500000 Penalty: 4384.496582
	Iteration 41Q: 3 clusters Score -987961.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -987967.500000 Penalty: 4384.496582
	Iteration 42Q: 3 clusters Score -987967.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -987971.500000 Penalty: 4384.496582
	Iteration 43Q: 3 clusters Score -987971.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -987974.187500 Penalty: 4384.496582
	Iteration 44Q: 3 clusters Score -987974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -987975.500000 Penalty: 4384.496582
	Iteration 45Q: 3 clusters Score -987975.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -987978.000000 Penalty: 4384.496582
	Iteration 46Q: 3 clusters Score -987978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -987978.937500 Penalty: 4384.496582
	Iteration 47Q: 3 clusters Score -987978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -987978.937500 Penalty: 4384.496582
	Iteration 48F: 3 clusters Score -987978.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (130902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130902 members 
Entering Unmasked Estep 
Score: -18567892.000000 Penalty: 2921.986816
	Iteration 0F: 2 clusters Score -1.856789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -18483030.000000 Penalty: 5843.973633
	Iteration 0F: 3 clusters Score -1.848303e+07 nChanged 62359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -18519174.000000 Penalty: 5843.973633
	Iteration 1F: 3 clusters Score -1.851917e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -18520610.000000 Penalty: 5843.973633
	Iteration 2Q: 3 clusters Score -1.852061e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -18522912.000000 Penalty: 5843.973633
	Iteration 3Q: 3 clusters Score -1.852291e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -18525940.000000 Penalty: 5843.973633
	Iteration 4Q: 3 clusters Score -1.852594e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -18530262.000000 Penalty: 5843.973633
	Iteration 5F: 3 clusters Score -1.853026e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -18536538.000000 Penalty: 5843.973633
	Iteration 6F: 3 clusters Score -1.853654e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -18544476.000000 Penalty: 5843.973633
	Iteration 7F: 3 clusters Score -1.854448e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93109 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -18551762.000000 Penalty: 5843.973633
	Iteration 8F: 3 clusters Score -1.855176e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97505 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -18556466.000000 Penalty: 5843.973633
	Iteration 9F: 3 clusters Score -1.855647e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100815 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -18558972.000000 Penalty: 5843.973633
	Iteration 10Q: 3 clusters Score -1.855897e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103623 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -18560468.000000 Penalty: 5843.973633
	Iteration 11Q: 3 clusters Score -1.856047e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -18561614.000000 Penalty: 5843.973633
	Iteration 12Q: 3 clusters Score -1.856161e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108247 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -18562410.000000 Penalty: 5843.973633
	Iteration 13Q: 3 clusters Score -1.856241e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -18563232.000000 Penalty: 5843.973633
	Iteration 14Q: 3 clusters Score -1.856323e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111978 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -18563838.000000 Penalty: 5843.973633
	Iteration 15Q: 3 clusters Score -1.856384e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113629 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -18564406.000000 Penalty: 5843.973633
	Iteration 16Q: 3 clusters Score -1.856441e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115116 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -18564908.000000 Penalty: 5843.973633
	Iteration 17Q: 3 clusters Score -1.856491e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116378 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -18565146.000000 Penalty: 5843.973633
	Iteration 18Q: 3 clusters Score -1.856515e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117497 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -18565506.000000 Penalty: 5843.973633
	Iteration 19Q: 3 clusters Score -1.856551e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118536 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -18565672.000000 Penalty: 5843.973633
	Iteration 20F: 3 clusters Score -1.856567e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119480 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -18565898.000000 Penalty: 5843.973633
	Iteration 21Q: 3 clusters Score -1.85659e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120339 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -18566142.000000 Penalty: 5843.973633
	Iteration 22Q: 3 clusters Score -1.856614e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121137 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -18566336.000000 Penalty: 5843.973633
	Iteration 23Q: 3 clusters Score -1.856634e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121899 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -18566536.000000 Penalty: 5843.973633
	Iteration 24Q: 3 clusters Score -1.856654e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122589 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -18566660.000000 Penalty: 5843.973633
	Iteration 25Q: 3 clusters Score -1.856666e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123233 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -18566744.000000 Penalty: 5843.973633
	Iteration 26Q: 3 clusters Score -1.856674e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123783 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -18566880.000000 Penalty: 5843.973633
	Iteration 27Q: 3 clusters Score -1.856688e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124245 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -18566948.000000 Penalty: 5843.973633
	Iteration 28Q: 3 clusters Score -1.856695e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124653 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -18567038.000000 Penalty: 5843.973633
	Iteration 29Q: 3 clusters Score -1.856704e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125012 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -18567132.000000 Penalty: 5843.973633
	Iteration 30Q: 3 clusters Score -1.856713e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125323 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -18567206.000000 Penalty: 5843.973633
	Iteration 31Q: 3 clusters Score -1.856721e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125606 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -18567244.000000 Penalty: 5843.973633
	Iteration 32Q: 3 clusters Score -1.856724e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125845 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -18567316.000000 Penalty: 5843.973633
	Iteration 33Q: 3 clusters Score -1.856732e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126043 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -18567336.000000 Penalty: 5843.973633
	Iteration 34Q: 3 clusters Score -1.856734e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126239 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -18567362.000000 Penalty: 5843.973633
	Iteration 35Q: 3 clusters Score -1.856736e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126406 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -18567400.000000 Penalty: 5843.973633
	Iteration 36Q: 3 clusters Score -1.85674e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126546 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -18567410.000000 Penalty: 5843.973633
	Iteration 37Q: 3 clusters Score -1.856741e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126663 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -18567418.000000 Penalty: 5843.973633
	Iteration 38Q: 3 clusters Score -1.856742e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126765 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -18567402.000000 Penalty: 5843.973633
	Iteration 39Q: 3 clusters Score -1.85674e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126868 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -18567398.000000 Penalty: 5843.973633
	Iteration 40F: 3 clusters Score -1.85674e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126949 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -18567394.000000 Penalty: 5843.973633
	Iteration 41Q: 3 clusters Score -1.856739e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127018 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -18567374.000000 Penalty: 5843.973633
	Iteration 42Q: 3 clusters Score -1.856737e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -18567388.000000 Penalty: 5843.973633
	Iteration 43Q: 3 clusters Score -1.856739e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127133 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -18567410.000000 Penalty: 5843.973633
	Iteration 44Q: 3 clusters Score -1.856741e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127181 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -18567418.000000 Penalty: 5843.973633
	Iteration 45Q: 3 clusters Score -1.856742e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127219 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -18567390.000000 Penalty: 5843.973633
	Iteration 46Q: 3 clusters Score -1.856739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127255 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -18567418.000000 Penalty: 5843.973633
	Iteration 47Q: 3 clusters Score -1.856742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127289 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -18567412.000000 Penalty: 5843.973633
	Iteration 48Q: 3 clusters Score -1.856741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127311 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -18567410.000000 Penalty: 5843.973633
	Iteration 49Q: 3 clusters Score -1.856741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127325 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -18567408.000000 Penalty: 5843.973633
	Iteration 50Q: 3 clusters Score -1.856741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127334 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -18567396.000000 Penalty: 5843.973633
	Iteration 51Q: 3 clusters Score -1.85674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127339 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -18567394.000000 Penalty: 5843.973633
	Iteration 52Q: 3 clusters Score -1.856739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127342 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -18567384.000000 Penalty: 5843.973633
	Iteration 53Q: 3 clusters Score -1.856738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127346 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -18567398.000000 Penalty: 5843.973633
	Iteration 54Q: 3 clusters Score -1.85674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127348 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -18567406.000000 Penalty: 5843.973633
	Iteration 55Q: 3 clusters Score -1.856741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127353 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -18567392.000000 Penalty: 5843.973633
	Iteration 56Q: 3 clusters Score -1.856739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127356 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -18567400.000000 Penalty: 5843.973633
	Iteration 57Q: 3 clusters Score -1.85674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127359 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -18567398.000000 Penalty: 5843.973633
	Iteration 58Q: 3 clusters Score -1.85674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127362 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -18567396.000000 Penalty: 5843.973633
	Iteration 59Q: 3 clusters Score -1.85674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127364 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -18567404.000000 Penalty: 5843.973633
	Iteration 60F: 3 clusters Score -1.85674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127365 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -18567402.000000 Penalty: 5843.973633
	Iteration 61Q: 3 clusters Score -1.85674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -18567404.000000 Penalty: 5843.973633
	Iteration 62Q: 3 clusters Score -1.85674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -18567404.000000 Penalty: 5843.973633
	Iteration 63F: 3 clusters Score -1.85674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Entering Unmasked Estep 
Score: -2530264.250000 Penalty: 2425.093994
	Iteration 0F: 2 clusters Score -2530264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2517694.500000 Penalty: 4850.187988
	Iteration 0F: 3 clusters Score -2517694 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2521795.500000 Penalty: 4850.187988
	Iteration 1F: 3 clusters Score -2521796 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2522153.250000 Penalty: 4850.187988
	Iteration 2F: 3 clusters Score -2522153 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2522471.500000 Penalty: 4850.187988
	Iteration 3Q: 3 clusters Score -2522472 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2522820.500000 Penalty: 4850.187988
	Iteration 4Q: 3 clusters Score -2522820 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2523203.750000 Penalty: 4850.187988
	Iteration 5Q: 3 clusters Score -2523204 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2523740.500000 Penalty: 4850.187988
	Iteration 6Q: 3 clusters Score -2523740 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2524402.250000 Penalty: 4850.187988
	Iteration 7F: 3 clusters Score -2524402 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2525239.250000 Penalty: 4850.187988
	Iteration 8F: 3 clusters Score -2525239 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2526108.000000 Penalty: 4850.187988
	Iteration 9F: 3 clusters Score -2526108 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2526891.750000 Penalty: 4850.187988
	Iteration 10Q: 3 clusters Score -2526892 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2527541.000000 Penalty: 4850.187988
	Iteration 11Q: 3 clusters Score -2527541 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2527897.750000 Penalty: 4850.187988
	Iteration 12Q: 3 clusters Score -2527898 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2528080.500000 Penalty: 4850.187988
	Iteration 13Q: 3 clusters Score -2528080 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2528192.500000 Penalty: 4850.187988
	Iteration 14Q: 3 clusters Score -2528192 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2528260.750000 Penalty: 4850.187988
	Iteration 15Q: 3 clusters Score -2528261 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2528302.000000 Penalty: 4850.187988
	Iteration 16Q: 3 clusters Score -2528302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2528323.500000 Penalty: 4850.187988
	Iteration 17Q: 3 clusters Score -2528324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2528336.750000 Penalty: 4850.187988
	Iteration 18Q: 3 clusters Score -2528337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2528348.250000 Penalty: 4850.187988
	Iteration 19Q: 3 clusters Score -2528348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2528361.750000 Penalty: 4850.187988
	Iteration 20F: 3 clusters Score -2528362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2528367.750000 Penalty: 4850.187988
	Iteration 21Q: 3 clusters Score -2528368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2528378.500000 Penalty: 4850.187988
	Iteration 22Q: 3 clusters Score -2528378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2528390.500000 Penalty: 4850.187988
	Iteration 23Q: 3 clusters Score -2528390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2528400.000000 Penalty: 4850.187988
	Iteration 24Q: 3 clusters Score -2528400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2528408.750000 Penalty: 4850.187988
	Iteration 25Q: 3 clusters Score -2528409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2528418.500000 Penalty: 4850.187988
	Iteration 26Q: 3 clusters Score -2528418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2528426.750000 Penalty: 4850.187988
	Iteration 27Q: 3 clusters Score -2528427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2528434.250000 Penalty: 4850.187988
	Iteration 28Q: 3 clusters Score -2528434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2528435.000000 Penalty: 4850.187988
	Iteration 29Q: 3 clusters Score -2528435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2528446.500000 Penalty: 4850.187988
	Iteration 30Q: 3 clusters Score -2528446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2528452.000000 Penalty: 4850.187988
	Iteration 31Q: 3 clusters Score -2528452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2528459.000000 Penalty: 4850.187988
	Iteration 32Q: 3 clusters Score -2528459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2528462.250000 Penalty: 4850.187988
	Iteration 33Q: 3 clusters Score -2528462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2528465.000000 Penalty: 4850.187988
	Iteration 34Q: 3 clusters Score -2528465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2528472.750000 Penalty: 4850.187988
	Iteration 35Q: 3 clusters Score -2528473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2528470.750000 Penalty: 4850.187988
	Iteration 36Q: 3 clusters Score -2528471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2528470.750000 Penalty: 4850.187988
	Iteration 37F: 3 clusters Score -2528471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Entering Unmasked Estep 
Score: -1022790.125000 Penalty: 2205.572021
	Iteration 0F: 2 clusters Score -1022790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1016931.812500 Penalty: 4411.144043
	Iteration 0F: 3 clusters Score -1016932 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1018532.875000 Penalty: 4411.144043
	Iteration 1F: 3 clusters Score -1018533 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1018835.937500 Penalty: 4411.144043
	Iteration 2F: 3 clusters Score -1018836 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1019056.687500 Penalty: 4411.144043
	Iteration 3F: 3 clusters Score -1019057 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1019239.000000 Penalty: 4411.144043
	Iteration 4Q: 3 clusters Score -1019239 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1019433.625000 Penalty: 4411.144043
	Iteration 5Q: 3 clusters Score -1019434 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1019624.375000 Penalty: 4411.144043
	Iteration 6Q: 3 clusters Score -1019624 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1019781.812500 Penalty: 4411.144043
	Iteration 7Q: 3 clusters Score -1019782 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1019929.750000 Penalty: 4411.144043
	Iteration 8Q: 3 clusters Score -1019930 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1020082.062500 Penalty: 4411.144043
	Iteration 9Q: 3 clusters Score -1020082 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1020243.312500 Penalty: 4411.144043
	Iteration 10Q: 3 clusters Score -1020243 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1020398.812500 Penalty: 4411.144043
	Iteration 11Q: 3 clusters Score -1020399 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1020530.937500 Penalty: 4411.144043
	Iteration 12Q: 3 clusters Score -1020531 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1020636.000000 Penalty: 4411.144043
	Iteration 13Q: 3 clusters Score -1020636 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1020716.625000 Penalty: 4411.144043
	Iteration 14Q: 3 clusters Score -1020717 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1020786.937500 Penalty: 4411.144043
	Iteration 15Q: 3 clusters Score -1020787 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1020857.687500 Penalty: 4411.144043
	Iteration 16Q: 3 clusters Score -1020858 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1020907.625000 Penalty: 4411.144043
	Iteration 17Q: 3 clusters Score -1020908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1020960.125000 Penalty: 4411.144043
	Iteration 18Q: 3 clusters Score -1020960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1020999.375000 Penalty: 4411.144043
	Iteration 19Q: 3 clusters Score -1020999 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1021038.562500 Penalty: 4411.144043
	Iteration 20F: 3 clusters Score -1021039 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1021081.750000 Penalty: 4411.144043
	Iteration 21Q: 3 clusters Score -1021082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1021129.500000 Penalty: 4411.144043
	Iteration 22Q: 3 clusters Score -1021130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1021169.312500 Penalty: 4411.144043
	Iteration 23Q: 3 clusters Score -1021169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1021210.750000 Penalty: 4411.144043
	Iteration 24Q: 3 clusters Score -1021211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1021246.375000 Penalty: 4411.144043
	Iteration 25Q: 3 clusters Score -1021246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1021265.000000 Penalty: 4411.144043
	Iteration 26Q: 3 clusters Score -1021265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1021278.500000 Penalty: 4411.144043
	Iteration 27Q: 3 clusters Score -1021278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1021290.812500 Penalty: 4411.144043
	Iteration 28Q: 3 clusters Score -1021291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1021294.875000 Penalty: 4411.144043
	Iteration 29Q: 3 clusters Score -1021295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1021298.687500 Penalty: 4411.144043
	Iteration 30Q: 3 clusters Score -1021299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1021303.000000 Penalty: 4411.144043
	Iteration 31Q: 3 clusters Score -1021303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1021303.562500 Penalty: 4411.144043
	Iteration 32Q: 3 clusters Score -1021304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1021304.750000 Penalty: 4411.144043
	Iteration 33Q: 3 clusters Score -1021305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1021304.750000 Penalty: 4411.144043
	Iteration 34F: 3 clusters Score -1021305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -10835.784180 Penalty: 1137.072021
	Iteration 0F: 2 clusters Score -10835.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10109.032227 Penalty: 2274.144043
	Iteration 0F: 3 clusters Score -10109.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10125.396484 Penalty: 2274.144043
	Iteration 1Q: 3 clusters Score -10125.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10125.396484 Penalty: 2274.144043
	Iteration 2F: 3 clusters Score -10125.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (129749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129749 members 
Entering Unmasked Estep 
Score: -18378874.000000 Penalty: 2919.792725
	Iteration 0F: 2 clusters Score -1.837887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -18293932.000000 Penalty: 5839.585449
	Iteration 0F: 3 clusters Score -1.829393e+07 nChanged 61508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -18330018.000000 Penalty: 5839.585449
	Iteration 1F: 3 clusters Score -1.833002e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -18331576.000000 Penalty: 5839.585449
	Iteration 2Q: 3 clusters Score -1.833158e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -18334064.000000 Penalty: 5839.585449
	Iteration 3Q: 3 clusters Score -1.833406e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -18338126.000000 Penalty: 5839.585449
	Iteration 4F: 3 clusters Score -1.833813e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -18344014.000000 Penalty: 5839.585449
	Iteration 5F: 3 clusters Score -1.834401e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -18351920.000000 Penalty: 5839.585449
	Iteration 6F: 3 clusters Score -1.835192e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 109403 members 
Entering Unmasked Estep 
Score: -18360000.000000 Penalty: 5839.585449
	Iteration 7F: 3 clusters Score -1.836e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 116979 members 
Entering Unmasked Estep 
Score: -18366868.000000 Penalty: 5839.585449
	Iteration 8F: 3 clusters Score -1.836687e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 121909 members 
Entering Unmasked Estep 
Score: -18371344.000000 Penalty: 5839.585449
	Iteration 9Q: 3 clusters Score -1.837134e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 124759 members 
Entering Unmasked Estep 
Score: -18373946.000000 Penalty: 5839.585449
	Iteration 10Q: 3 clusters Score -1.837395e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 126256 members 
Entering Unmasked Estep 
Score: -18375346.000000 Penalty: 5839.585449
	Iteration 11Q: 3 clusters Score -1.837535e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -18376142.000000 Penalty: 5839.585449
	Iteration 12Q: 3 clusters Score -1.837614e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 127353 members 
Entering Unmasked Estep 
Score: -18376716.000000 Penalty: 5839.585449
	Iteration 13Q: 3 clusters Score -1.837672e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 127557 members 
Entering Unmasked Estep 
Score: -18377002.000000 Penalty: 5839.585449
	Iteration 14Q: 3 clusters Score -1.8377e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 127672 members 
Entering Unmasked Estep 
Score: -18377080.000000 Penalty: 5839.585449
	Iteration 15Q: 3 clusters Score -1.837708e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 127745 members 
Entering Unmasked Estep 
Score: -18377098.000000 Penalty: 5839.585449
	Iteration 16Q: 3 clusters Score -1.83771e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 127799 members 
Entering Unmasked Estep 
Score: -18377144.000000 Penalty: 5839.585449
	Iteration 17Q: 3 clusters Score -1.837714e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 127816 members 
Entering Unmasked Estep 
Score: -18377160.000000 Penalty: 5839.585449
	Iteration 18Q: 3 clusters Score -1.837716e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 127838 members 
Entering Unmasked Estep 
Score: -18377150.000000 Penalty: 5839.585449
	Iteration 19Q: 3 clusters Score -1.837715e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 127851 members 
Entering Unmasked Estep 
Score: -18377156.000000 Penalty: 5839.585449
	Iteration 20F: 3 clusters Score -1.837716e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 127867 members 
Entering Unmasked Estep 
Score: -18377154.000000 Penalty: 5839.585449
	Iteration 21Q: 3 clusters Score -1.837715e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 127876 members 
Entering Unmasked Estep 
Score: -18377150.000000 Penalty: 5839.585449
	Iteration 22Q: 3 clusters Score -1.837715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 127882 members 
Entering Unmasked Estep 
Score: -18377162.000000 Penalty: 5839.585449
	Iteration 23Q: 3 clusters Score -1.837716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 127886 members 
Entering Unmasked Estep 
Score: -18377170.000000 Penalty: 5839.585449
	Iteration 24Q: 3 clusters Score -1.837717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 127883 members 
Entering Unmasked Estep 
Score: -18377168.000000 Penalty: 5839.585449
	Iteration 25Q: 3 clusters Score -1.837717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -18377166.000000 Penalty: 5839.585449
	Iteration 26Q: 3 clusters Score -1.837717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -18377168.000000 Penalty: 5839.585449
	Iteration 27Q: 3 clusters Score -1.837717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 127885 members 
Entering Unmasked Estep 
Score: -18377160.000000 Penalty: 5839.585449
	Iteration 28Q: 3 clusters Score -1.837716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -18377168.000000 Penalty: 5839.585449
	Iteration 29Q: 3 clusters Score -1.837717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 127883 members 
Entering Unmasked Estep 
Score: -18377166.000000 Penalty: 5839.585449
	Iteration 30Q: 3 clusters Score -1.837717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 127883 members 
Entering Unmasked Estep 
Score: -18377172.000000 Penalty: 5839.585449
	Iteration 31Q: 3 clusters Score -1.837717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 127882 members 
Entering Unmasked Estep 
Score: -18377178.000000 Penalty: 5839.585449
	Iteration 32Q: 3 clusters Score -1.837718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 127880 members 
Entering Unmasked Estep 
Score: -18377168.000000 Penalty: 5839.585449
	Iteration 33Q: 3 clusters Score -1.837717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 127880 members 
Entering Unmasked Estep 
Score: -18377168.000000 Penalty: 5839.585449
	Iteration 34F: 3 clusters Score -1.837717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (142074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142074 members 
Entering Unmasked Estep 
Score: -20212232.000000 Penalty: 2942.297607
	Iteration 0F: 2 clusters Score -2.021223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -20121702.000000 Penalty: 5884.595215
	Iteration 0F: 3 clusters Score -2.01217e+07 nChanged 67566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -20160166.000000 Penalty: 5884.595215
	Iteration 1F: 3 clusters Score -2.016017e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 71291 members 
Entering Unmasked Estep 
Score: -20161030.000000 Penalty: 5884.595215
	Iteration 2Q: 3 clusters Score -2.016103e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70575 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -20161780.000000 Penalty: 5884.595215
	Iteration 3Q: 3 clusters Score -2.016178e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70347 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -20162638.000000 Penalty: 5884.595215
	Iteration 4Q: 3 clusters Score -2.016264e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -20163530.000000 Penalty: 5884.595215
	Iteration 5Q: 3 clusters Score -2.016353e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -20164542.000000 Penalty: 5884.595215
	Iteration 6Q: 3 clusters Score -2.016454e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -20165706.000000 Penalty: 5884.595215
	Iteration 7Q: 3 clusters Score -2.016571e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -20167464.000000 Penalty: 5884.595215
	Iteration 8Q: 3 clusters Score -2.016746e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -20170112.000000 Penalty: 5884.595215
	Iteration 9Q: 3 clusters Score -2.017011e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -20173934.000000 Penalty: 5884.595215
	Iteration 10Q: 3 clusters Score -2.017393e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -20179328.000000 Penalty: 5884.595215
	Iteration 11F: 3 clusters Score -2.017933e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -20185542.000000 Penalty: 5884.595215
	Iteration 12F: 3 clusters Score -2.018554e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -20190770.000000 Penalty: 5884.595215
	Iteration 13F: 3 clusters Score -2.019077e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -20194342.000000 Penalty: 5884.595215
	Iteration 14Q: 3 clusters Score -2.019434e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
Score: -20196086.000000 Penalty: 5884.595215
	Iteration 15Q: 3 clusters Score -2.019609e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 93122 members 
Entering Unmasked Estep 
Score: -20197408.000000 Penalty: 5884.595215
	Iteration 16Q: 3 clusters Score -2.019741e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -20198486.000000 Penalty: 5884.595215
	Iteration 17Q: 3 clusters Score -2.019849e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -20199826.000000 Penalty: 5884.595215
	Iteration 18Q: 3 clusters Score -2.019983e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -20201038.000000 Penalty: 5884.595215
	Iteration 19Q: 3 clusters Score -2.020104e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 100855 members 
Entering Unmasked Estep 
Score: -20202832.000000 Penalty: 5884.595215
	Iteration 20F: 3 clusters Score -2.020283e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -20204796.000000 Penalty: 5884.595215
	Iteration 21Q: 3 clusters Score -2.02048e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 104036 members 
Entering Unmasked Estep 
Score: -20207280.000000 Penalty: 5884.595215
	Iteration 22Q: 3 clusters Score -2.020728e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
Score: -20209790.000000 Penalty: 5884.595215
	Iteration 23Q: 3 clusters Score -2.020979e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 105841 members 
Entering Unmasked Estep 
Score: -20212364.000000 Penalty: 5884.595215
	Iteration 24Q: 3 clusters Score -2.021236e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 106081 members 
Entering Unmasked Estep 
Score: -20214310.000000 Penalty: 5884.595215
	Iteration 25Q: 3 clusters Score -2.021431e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 105950 members 
Entering Unmasked Estep 
Score: -20215870.000000 Penalty: 5884.595215
	Iteration 26Q: 3 clusters Score -2.021587e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 105563 members 
Entering Unmasked Estep 
Score: -20216776.000000 Penalty: 5884.595215
	Iteration 27Q: 3 clusters Score -2.021678e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 105052 members 
Entering Unmasked Estep 
Score: -20217332.000000 Penalty: 5884.595215
	Iteration 28Q: 3 clusters Score -2.021733e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -20217722.000000 Penalty: 5884.595215
	Iteration 29Q: 3 clusters Score -2.021772e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 104154 members 
Entering Unmasked Estep 
Score: -20218010.000000 Penalty: 5884.595215
	Iteration 30Q: 3 clusters Score -2.021801e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -20218136.000000 Penalty: 5884.595215
	Iteration 31Q: 3 clusters Score -2.021814e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 103468 members 
Entering Unmasked Estep 
Score: -20218194.000000 Penalty: 5884.595215
	Iteration 32Q: 3 clusters Score -2.021819e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 103184 members 
Entering Unmasked Estep 
Score: -20218256.000000 Penalty: 5884.595215
	Iteration 33Q: 3 clusters Score -2.021826e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 102954 members 
Entering Unmasked Estep 
Score: -20218282.000000 Penalty: 5884.595215
	Iteration 34Q: 3 clusters Score -2.021828e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -20218318.000000 Penalty: 5884.595215
	Iteration 35Q: 3 clusters Score -2.021832e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 102552 members 
Entering Unmasked Estep 
Score: -20218318.000000 Penalty: 5884.595215
	Iteration 36Q: 3 clusters Score -2.021832e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 102359 members 
Entering Unmasked Estep 
Score: -20218358.000000 Penalty: 5884.595215
	Iteration 37Q: 3 clusters Score -2.021836e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 102181 members 
Entering Unmasked Estep 
Score: -20218378.000000 Penalty: 5884.595215
	Iteration 38Q: 3 clusters Score -2.021838e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -20218402.000000 Penalty: 5884.595215
	Iteration 39Q: 3 clusters Score -2.02184e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 101893 members 
Entering Unmasked Estep 
Score: -20218518.000000 Penalty: 5884.595215
	Iteration 40F: 3 clusters Score -2.021852e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -20218560.000000 Penalty: 5884.595215
	Iteration 41Q: 3 clusters Score -2.021856e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 101523 members 
Entering Unmasked Estep 
Score: -20218550.000000 Penalty: 5884.595215
	Iteration 42Q: 3 clusters Score -2.021855e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -20218556.000000 Penalty: 5884.595215
	Iteration 43Q: 3 clusters Score -2.021856e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 101178 members 
Entering Unmasked Estep 
Score: -20218592.000000 Penalty: 5884.595215
	Iteration 44Q: 3 clusters Score -2.021859e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -20218596.000000 Penalty: 5884.595215
	Iteration 45Q: 3 clusters Score -2.02186e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -20218578.000000 Penalty: 5884.595215
	Iteration 46Q: 3 clusters Score -2.021858e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -20218606.000000 Penalty: 5884.595215
	Iteration 47Q: 3 clusters Score -2.021861e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -20218624.000000 Penalty: 5884.595215
	Iteration 48Q: 3 clusters Score -2.021862e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 100496 members 
Entering Unmasked Estep 
Score: -20218634.000000 Penalty: 5884.595215
	Iteration 49Q: 3 clusters Score -2.021863e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -20218642.000000 Penalty: 5884.595215
	Iteration 50Q: 3 clusters Score -2.021864e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 100300 members 
Entering Unmasked Estep 
Score: -20218652.000000 Penalty: 5884.595215
	Iteration 51Q: 3 clusters Score -2.021865e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 100214 members 
Entering Unmasked Estep 
Score: -20218674.000000 Penalty: 5884.595215
	Iteration 52Q: 3 clusters Score -2.021867e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 100148 members 
Entering Unmasked Estep 
Score: -20218682.000000 Penalty: 5884.595215
	Iteration 53Q: 3 clusters Score -2.021868e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -20218692.000000 Penalty: 5884.595215
	Iteration 54Q: 3 clusters Score -2.021869e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 100025 members 
Entering Unmasked Estep 
Score: -20218698.000000 Penalty: 5884.595215
	Iteration 55Q: 3 clusters Score -2.02187e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -20218708.000000 Penalty: 5884.595215
	Iteration 56Q: 3 clusters Score -2.021871e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -20218722.000000 Penalty: 5884.595215
	Iteration 57Q: 3 clusters Score -2.021872e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -20218714.000000 Penalty: 5884.595215
	Iteration 58Q: 3 clusters Score -2.021871e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -20218730.000000 Penalty: 5884.595215
	Iteration 59Q: 3 clusters Score -2.021873e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -20218698.000000 Penalty: 5884.595215
	Iteration 60F: 3 clusters Score -2.02187e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 99752 members 
Entering Unmasked Estep 
Score: -20218702.000000 Penalty: 5884.595215
	Iteration 61Q: 3 clusters Score -2.02187e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 99694 members 
Entering Unmasked Estep 
Score: -20218746.000000 Penalty: 5884.595215
	Iteration 62Q: 3 clusters Score -2.021875e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 99629 members 
Entering Unmasked Estep 
Score: -20218774.000000 Penalty: 5884.595215
	Iteration 63Q: 3 clusters Score -2.021877e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -20218760.000000 Penalty: 5884.595215
	Iteration 64Q: 3 clusters Score -2.021876e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 99519 members 
Entering Unmasked Estep 
Score: -20218752.000000 Penalty: 5884.595215
	Iteration 65Q: 3 clusters Score -2.021875e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 99463 members 
Entering Unmasked Estep 
Score: -20218774.000000 Penalty: 5884.595215
	Iteration 66Q: 3 clusters Score -2.021877e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -20218768.000000 Penalty: 5884.595215
	Iteration 67Q: 3 clusters Score -2.021877e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 99364 members 
Entering Unmasked Estep 
Score: -20218780.000000 Penalty: 5884.595215
	Iteration 68Q: 3 clusters Score -2.021878e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -20218766.000000 Penalty: 5884.595215
	Iteration 69Q: 3 clusters Score -2.021877e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 99264 members 
Entering Unmasked Estep 
Score: -20218804.000000 Penalty: 5884.595215
	Iteration 70Q: 3 clusters Score -2.02188e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -20218812.000000 Penalty: 5884.595215
	Iteration 71Q: 3 clusters Score -2.021881e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -20218826.000000 Penalty: 5884.595215
	Iteration 72Q: 3 clusters Score -2.021883e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 99136 members 
Entering Unmasked Estep 
Score: -20218830.000000 Penalty: 5884.595215
	Iteration 73Q: 3 clusters Score -2.021883e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -20218830.000000 Penalty: 5884.595215
	Iteration 74Q: 3 clusters Score -2.021883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 99089 members 
Entering Unmasked Estep 
Score: -20218824.000000 Penalty: 5884.595215
	Iteration 75Q: 3 clusters Score -2.021882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 99076 members 
Entering Unmasked Estep 
Score: -20218826.000000 Penalty: 5884.595215
	Iteration 76Q: 3 clusters Score -2.021883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -20218830.000000 Penalty: 5884.595215
	Iteration 77Q: 3 clusters Score -2.021883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -20218820.000000 Penalty: 5884.595215
	Iteration 78Q: 3 clusters Score -2.021882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -20218826.000000 Penalty: 5884.595215
	Iteration 79Q: 3 clusters Score -2.021883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -20218822.000000 Penalty: 5884.595215
	Iteration 80F: 3 clusters Score -2.021882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -20218820.000000 Penalty: 5884.595215
	Iteration 81Q: 3 clusters Score -2.021882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 99045 members 
Entering Unmasked Estep 
Score: -20218832.000000 Penalty: 5884.595215
	Iteration 82Q: 3 clusters Score -2.021883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -20218826.000000 Penalty: 5884.595215
	Iteration 83Q: 3 clusters Score -2.021883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -20218840.000000 Penalty: 5884.595215
	Iteration 84Q: 3 clusters Score -2.021884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -20218840.000000 Penalty: 5884.595215
	Iteration 85Q: 3 clusters Score -2.021884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 99032 members 
Entering Unmasked Estep 
Score: -20218844.000000 Penalty: 5884.595215
	Iteration 86Q: 3 clusters Score -2.021884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -20218834.000000 Penalty: 5884.595215
	Iteration 87Q: 3 clusters Score -2.021883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 99024 members 
Entering Unmasked Estep 
Score: -20218840.000000 Penalty: 5884.595215
	Iteration 88Q: 3 clusters Score -2.021884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 99021 members 
Entering Unmasked Estep 
Score: -20218848.000000 Penalty: 5884.595215
	Iteration 89Q: 3 clusters Score -2.021885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -20218836.000000 Penalty: 5884.595215
	Iteration 90Q: 3 clusters Score -2.021884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 99012 members 
Entering Unmasked Estep 
Score: -20218840.000000 Penalty: 5884.595215
	Iteration 91Q: 3 clusters Score -2.021884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 99010 members 
Entering Unmasked Estep 
Score: -20218840.000000 Penalty: 5884.595215
	Iteration 92Q: 3 clusters Score -2.021884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -20218848.000000 Penalty: 5884.595215
	Iteration 93Q: 3 clusters Score -2.021885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -20218846.000000 Penalty: 5884.595215
	Iteration 94Q: 3 clusters Score -2.021885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
Score: -20218842.000000 Penalty: 5884.595215
	Iteration 95Q: 3 clusters Score -2.021884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 98999 members 
Entering Unmasked Estep 
Score: -20218838.000000 Penalty: 5884.595215
	Iteration 96Q: 3 clusters Score -2.021884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 98999 members 
Entering Unmasked Estep 
Score: -20218838.000000 Penalty: 5884.595215
	Iteration 97F: 3 clusters Score -2.021884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 36398 members 
Mstep: Class 3 contains 56821 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 172648 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 98434 members 
Mstep: Class 8 contains 6903 members 
Mstep: Class 9 contains 130902 members 
Mstep: Class 10 contains 17652 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 129749 members 
Mstep: Class 14 contains 43075 members 
Mstep: Class 15 contains 3309 members 
Mstep: Class 16 contains 43671 members 
Mstep: Class 17 contains 159947 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 98999 members 
Entering Unmasked Estep 
Score: -146990528.000000 Penalty: 75686.148438
Splitting cluster 14 changes total score from -146984896.000000 to -146990528.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -456593.781250 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -456593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -453162.000000 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -453162 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -454047.187500 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -454047.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -454367.531250 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -454367.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -454648.875000 Penalty: 4019.783203
	Iteration 3F: 3 clusters Score -454648.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -454975.156250 Penalty: 4019.783203
	Iteration 4F: 3 clusters Score -454975.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -455559.281250 Penalty: 4019.783203
	Iteration 5F: 3 clusters Score -455559.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -456312.687500 Penalty: 4019.783203
	Iteration 6F: 3 clusters Score -456312.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -456842.375000 Penalty: 4019.783203
	Iteration 7F: 3 clusters Score -456842.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -457176.125000 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -457176.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -457317.968750 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -457318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -457378.843750 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -457378.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -457419.125000 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -457419.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -457450.687500 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -457450.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -457473.718750 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -457473.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -457489.375000 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -457489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -457496.750000 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -457496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -457498.468750 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -457498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -457499.500000 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -457499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -457499.500000 Penalty: 4019.783203
	Iteration 18F: 3 clusters Score -457499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 36398 members 
Mstep: Class 3 contains 56821 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 172648 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 98434 members 
Mstep: Class 8 contains 6903 members 
Mstep: Class 9 contains 130902 members 
Mstep: Class 10 contains 17652 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 129749 members 
Mstep: Class 14 contains 43075 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 43671 members 
Mstep: Class 17 contains 159947 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 98999 members 
Mstep: Class 23 contains 2185 members 
Entering Unmasked Estep 
Score: -146989520.000000 Penalty: 79126.429688
Splitting cluster 15 changes total score from -146984896.000000 to -146989520.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (43671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Entering Unmasked Estep 
Score: -5994700.500000 Penalty: 2649.740967
	Iteration 0F: 2 clusters Score -5994700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -5965374.000000 Penalty: 5299.481934
	Iteration 0F: 3 clusters Score -5965374 nChanged 19983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -5976096.500000 Penalty: 5299.481934
	Iteration 1F: 3 clusters Score -5976096 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -5976810.000000 Penalty: 5299.481934
	Iteration 2Q: 3 clusters Score -5976810 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -5977698.000000 Penalty: 5299.481934
	Iteration 3Q: 3 clusters Score -5977698 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -5979142.500000 Penalty: 5299.481934
	Iteration 4F: 3 clusters Score -5979142 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -5981217.500000 Penalty: 5299.481934
	Iteration 5F: 3 clusters Score -5981218 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -5984090.500000 Penalty: 5299.481934
	Iteration 6F: 3 clusters Score -5984090 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -5987326.000000 Penalty: 5299.481934
	Iteration 7F: 3 clusters Score -5987326 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -5989868.500000 Penalty: 5299.481934
	Iteration 8F: 3 clusters Score -5989868 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5991460.000000 Penalty: 5299.481934
	Iteration 9Q: 3 clusters Score -5991460 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -5992494.500000 Penalty: 5299.481934
	Iteration 10Q: 3 clusters Score -5992494 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -5992953.500000 Penalty: 5299.481934
	Iteration 11Q: 3 clusters Score -5992954 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5993158.500000 Penalty: 5299.481934
	Iteration 12Q: 3 clusters Score -5993158 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -5993237.000000 Penalty: 5299.481934
	Iteration 13Q: 3 clusters Score -5993237 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5993256.000000 Penalty: 5299.481934
	Iteration 14Q: 3 clusters Score -5993256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -5993273.000000 Penalty: 5299.481934
	Iteration 15Q: 3 clusters Score -5993273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -5993291.000000 Penalty: 5299.481934
	Iteration 16Q: 3 clusters Score -5993291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -5993294.000000 Penalty: 5299.481934
	Iteration 17Q: 3 clusters Score -5993294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -5993298.000000 Penalty: 5299.481934
	Iteration 18Q: 3 clusters Score -5993298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -5993301.500000 Penalty: 5299.481934
	Iteration 19Q: 3 clusters Score -5993302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -5993299.000000 Penalty: 5299.481934
	Iteration 20F: 3 clusters Score -5993299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -5993307.500000 Penalty: 5299.481934
	Iteration 21Q: 3 clusters Score -5993308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5993309.500000 Penalty: 5299.481934
	Iteration 22Q: 3 clusters Score -5993310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -5993307.000000 Penalty: 5299.481934
	Iteration 23Q: 3 clusters Score -5993307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -5993312.000000 Penalty: 5299.481934
	Iteration 24Q: 3 clusters Score -5993312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5993308.000000 Penalty: 5299.481934
	Iteration 25Q: 3 clusters Score -5993308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5993318.500000 Penalty: 5299.481934
	Iteration 26Q: 3 clusters Score -5993318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -5993320.000000 Penalty: 5299.481934
	Iteration 27Q: 3 clusters Score -5993320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5993319.000000 Penalty: 5299.481934
	Iteration 28Q: 3 clusters Score -5993319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -5993313.500000 Penalty: 5299.481934
	Iteration 29Q: 3 clusters Score -5993314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5993318.000000 Penalty: 5299.481934
	Iteration 30Q: 3 clusters Score -5993318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5993316.000000 Penalty: 5299.481934
	Iteration 31Q: 3 clusters Score -5993316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5993316.500000 Penalty: 5299.481934
	Iteration 32Q: 3 clusters Score -5993316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5993316.500000 Penalty: 5299.481934
	Iteration 33F: 3 clusters Score -5993316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (159947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159947 members 
Entering Unmasked Estep 
Score: -22478270.000000 Penalty: 2971.684082
	Iteration 0F: 2 clusters Score -2.247827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -22375390.000000 Penalty: 5943.368164
	Iteration 0F: 3 clusters Score -2.237539e+07 nChanged 76512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -22420250.000000 Penalty: 5943.368164
	Iteration 1F: 3 clusters Score -2.242025e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -22422128.000000 Penalty: 5943.368164
	Iteration 2Q: 3 clusters Score -2.242213e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -22424552.000000 Penalty: 5943.368164
	Iteration 3Q: 3 clusters Score -2.242455e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75734 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -22428792.000000 Penalty: 5943.368164
	Iteration 4Q: 3 clusters Score -2.242879e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72894 members 
Mstep: Class 2 contains 87053 members 
Entering Unmasked Estep 
Score: -22434472.000000 Penalty: 5943.368164
	Iteration 5F: 3 clusters Score -2.243447e+07 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -22442776.000000 Penalty: 5943.368164
	Iteration 6F: 3 clusters Score -2.244278e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -22452298.000000 Penalty: 5943.368164
	Iteration 7F: 3 clusters Score -2.24523e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -22459048.000000 Penalty: 5943.368164
	Iteration 8F: 3 clusters Score -2.245905e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 104968 members 
Entering Unmasked Estep 
Score: -22463104.000000 Penalty: 5943.368164
	Iteration 9Q: 3 clusters Score -2.24631e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 108639 members 
Entering Unmasked Estep 
Score: -22465342.000000 Penalty: 5943.368164
	Iteration 10Q: 3 clusters Score -2.246534e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 112152 members 
Entering Unmasked Estep 
Score: -22467336.000000 Penalty: 5943.368164
	Iteration 11Q: 3 clusters Score -2.246734e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 115531 members 
Entering Unmasked Estep 
Score: -22468880.000000 Penalty: 5943.368164
	Iteration 12Q: 3 clusters Score -2.246888e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 118776 members 
Entering Unmasked Estep 
Score: -22470668.000000 Penalty: 5943.368164
	Iteration 13Q: 3 clusters Score -2.247067e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 121771 members 
Entering Unmasked Estep 
Score: -22472260.000000 Penalty: 5943.368164
	Iteration 14Q: 3 clusters Score -2.247226e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 124475 members 
Entering Unmasked Estep 
Score: -22473382.000000 Penalty: 5943.368164
	Iteration 15Q: 3 clusters Score -2.247338e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 126844 members 
Entering Unmasked Estep 
Score: -22474222.000000 Penalty: 5943.368164
	Iteration 16Q: 3 clusters Score -2.247422e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 129061 members 
Entering Unmasked Estep 
Score: -22474920.000000 Penalty: 5943.368164
	Iteration 17Q: 3 clusters Score -2.247492e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -22475508.000000 Penalty: 5943.368164
	Iteration 18Q: 3 clusters Score -2.247551e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 132845 members 
Entering Unmasked Estep 
Score: -22475758.000000 Penalty: 5943.368164
	Iteration 19Q: 3 clusters Score -2.247576e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 134481 members 
Entering Unmasked Estep 
Score: -22476066.000000 Penalty: 5943.368164
	Iteration 20F: 3 clusters Score -2.247607e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 135958 members 
Entering Unmasked Estep 
Score: -22476372.000000 Penalty: 5943.368164
	Iteration 21Q: 3 clusters Score -2.247637e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 137365 members 
Entering Unmasked Estep 
Score: -22476626.000000 Penalty: 5943.368164
	Iteration 22Q: 3 clusters Score -2.247663e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 138694 members 
Entering Unmasked Estep 
Score: -22476850.000000 Penalty: 5943.368164
	Iteration 23Q: 3 clusters Score -2.247685e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 139968 members 
Entering Unmasked Estep 
Score: -22477078.000000 Penalty: 5943.368164
	Iteration 24Q: 3 clusters Score -2.247708e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 141184 members 
Entering Unmasked Estep 
Score: -22477200.000000 Penalty: 5943.368164
	Iteration 25Q: 3 clusters Score -2.24772e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 142356 members 
Entering Unmasked Estep 
Score: -22477292.000000 Penalty: 5943.368164
	Iteration 26Q: 3 clusters Score -2.247729e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 143458 members 
Entering Unmasked Estep 
Score: -22477444.000000 Penalty: 5943.368164
	Iteration 27Q: 3 clusters Score -2.247744e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 144483 members 
Entering Unmasked Estep 
Score: -22477584.000000 Penalty: 5943.368164
	Iteration 28Q: 3 clusters Score -2.247758e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 145442 members 
Entering Unmasked Estep 
Score: -22477592.000000 Penalty: 5943.368164
	Iteration 29Q: 3 clusters Score -2.247759e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 146287 members 
Entering Unmasked Estep 
Score: -22477746.000000 Penalty: 5943.368164
	Iteration 30Q: 3 clusters Score -2.247775e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 147051 members 
Entering Unmasked Estep 
Score: -22477804.000000 Penalty: 5943.368164
	Iteration 31Q: 3 clusters Score -2.24778e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 147727 members 
Entering Unmasked Estep 
Score: -22477862.000000 Penalty: 5943.368164
	Iteration 32Q: 3 clusters Score -2.247786e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 148375 members 
Entering Unmasked Estep 
Score: -22477914.000000 Penalty: 5943.368164
	Iteration 33Q: 3 clusters Score -2.247791e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -22477930.000000 Penalty: 5943.368164
	Iteration 34Q: 3 clusters Score -2.247793e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 149552 members 
Entering Unmasked Estep 
Score: -22477936.000000 Penalty: 5943.368164
	Iteration 35Q: 3 clusters Score -2.247794e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 150078 members 
Entering Unmasked Estep 
Score: -22477946.000000 Penalty: 5943.368164
	Iteration 36Q: 3 clusters Score -2.247795e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 150585 members 
Entering Unmasked Estep 
Score: -22478050.000000 Penalty: 5943.368164
	Iteration 37Q: 3 clusters Score -2.247805e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 151034 members 
Entering Unmasked Estep 
Score: -22478074.000000 Penalty: 5943.368164
	Iteration 38Q: 3 clusters Score -2.247807e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 151376 members 
Entering Unmasked Estep 
Score: -22478104.000000 Penalty: 5943.368164
	Iteration 39Q: 3 clusters Score -2.24781e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -22478128.000000 Penalty: 5943.368164
	Iteration 40F: 3 clusters Score -2.247813e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 151929 members 
Entering Unmasked Estep 
Score: -22478170.000000 Penalty: 5943.368164
	Iteration 41Q: 3 clusters Score -2.247817e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 152175 members 
Entering Unmasked Estep 
Score: -22478156.000000 Penalty: 5943.368164
	Iteration 42Q: 3 clusters Score -2.247816e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 152387 members 
Entering Unmasked Estep 
Score: -22478208.000000 Penalty: 5943.368164
	Iteration 43Q: 3 clusters Score -2.247821e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 152575 members 
Entering Unmasked Estep 
Score: -22478182.000000 Penalty: 5943.368164
	Iteration 44Q: 3 clusters Score -2.247818e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 152757 members 
Entering Unmasked Estep 
Score: -22478164.000000 Penalty: 5943.368164
	Iteration 45Q: 3 clusters Score -2.247816e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 152910 members 
Entering Unmasked Estep 
Score: -22478098.000000 Penalty: 5943.368164
	Iteration 46Q: 3 clusters Score -2.24781e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 153054 members 
Entering Unmasked Estep 
Score: -22478066.000000 Penalty: 5943.368164
	Iteration 47Q: 3 clusters Score -2.247807e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 153186 members 
Entering Unmasked Estep 
Score: -22478098.000000 Penalty: 5943.368164
	Iteration 48Q: 3 clusters Score -2.24781e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 153320 members 
Entering Unmasked Estep 
Score: -22478038.000000 Penalty: 5943.368164
	Iteration 49Q: 3 clusters Score -2.247804e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 153443 members 
Entering Unmasked Estep 
Score: -22478042.000000 Penalty: 5943.368164
	Iteration 50Q: 3 clusters Score -2.247804e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 153574 members 
Entering Unmasked Estep 
Score: -22478008.000000 Penalty: 5943.368164
	Iteration 51Q: 3 clusters Score -2.247801e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 153701 members 
Entering Unmasked Estep 
Score: -22477990.000000 Penalty: 5943.368164
	Iteration 52Q: 3 clusters Score -2.247799e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 153816 members 
Entering Unmasked Estep 
Score: -22478006.000000 Penalty: 5943.368164
	Iteration 53Q: 3 clusters Score -2.247801e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 153906 members 
Entering Unmasked Estep 
Score: -22477992.000000 Penalty: 5943.368164
	Iteration 54Q: 3 clusters Score -2.247799e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 153986 members 
Entering Unmasked Estep 
Score: -22478004.000000 Penalty: 5943.368164
	Iteration 55Q: 3 clusters Score -2.2478e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 154059 members 
Entering Unmasked Estep 
Score: -22477978.000000 Penalty: 5943.368164
	Iteration 56Q: 3 clusters Score -2.247798e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 154114 members 
Entering Unmasked Estep 
Score: -22477972.000000 Penalty: 5943.368164
	Iteration 57Q: 3 clusters Score -2.247797e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 154161 members 
Entering Unmasked Estep 
Score: -22477978.000000 Penalty: 5943.368164
	Iteration 58Q: 3 clusters Score -2.247798e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 154215 members 
Entering Unmasked Estep 
Score: -22477952.000000 Penalty: 5943.368164
	Iteration 59Q: 3 clusters Score -2.247795e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 154269 members 
Entering Unmasked Estep 
Score: -22477960.000000 Penalty: 5943.368164
	Iteration 60F: 3 clusters Score -2.247796e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 154314 members 
Entering Unmasked Estep 
Score: -22477958.000000 Penalty: 5943.368164
	Iteration 61Q: 3 clusters Score -2.247796e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -22477968.000000 Penalty: 5943.368164
	Iteration 62Q: 3 clusters Score -2.247797e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 154404 members 
Entering Unmasked Estep 
Score: -22477966.000000 Penalty: 5943.368164
	Iteration 63Q: 3 clusters Score -2.247797e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 154439 members 
Entering Unmasked Estep 
Score: -22477950.000000 Penalty: 5943.368164
	Iteration 64Q: 3 clusters Score -2.247795e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 154486 members 
Entering Unmasked Estep 
Score: -22477962.000000 Penalty: 5943.368164
	Iteration 65Q: 3 clusters Score -2.247796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 154516 members 
Entering Unmasked Estep 
Score: -22477940.000000 Penalty: 5943.368164
	Iteration 66Q: 3 clusters Score -2.247794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 154536 members 
Entering Unmasked Estep 
Score: -22477964.000000 Penalty: 5943.368164
	Iteration 67Q: 3 clusters Score -2.247796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 154561 members 
Entering Unmasked Estep 
Score: -22477984.000000 Penalty: 5943.368164
	Iteration 68Q: 3 clusters Score -2.247798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 154583 members 
Entering Unmasked Estep 
Score: -22477968.000000 Penalty: 5943.368164
	Iteration 69Q: 3 clusters Score -2.247797e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 154603 members 
Entering Unmasked Estep 
Score: -22478002.000000 Penalty: 5943.368164
	Iteration 70Q: 3 clusters Score -2.2478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 154611 members 
Entering Unmasked Estep 
Score: -22478008.000000 Penalty: 5943.368164
	Iteration 71Q: 3 clusters Score -2.247801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 154622 members 
Entering Unmasked Estep 
Score: -22477988.000000 Penalty: 5943.368164
	Iteration 72Q: 3 clusters Score -2.247799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 154630 members 
Entering Unmasked Estep 
Score: -22477982.000000 Penalty: 5943.368164
	Iteration 73Q: 3 clusters Score -2.247798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 154639 members 
Entering Unmasked Estep 
Score: -22477986.000000 Penalty: 5943.368164
	Iteration 74Q: 3 clusters Score -2.247799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 154648 members 
Entering Unmasked Estep 
Score: -22477992.000000 Penalty: 5943.368164
	Iteration 75Q: 3 clusters Score -2.247799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 154652 members 
Entering Unmasked Estep 
Score: -22477976.000000 Penalty: 5943.368164
	Iteration 76Q: 3 clusters Score -2.247798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 154656 members 
Entering Unmasked Estep 
Score: -22477996.000000 Penalty: 5943.368164
	Iteration 77Q: 3 clusters Score -2.2478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 154659 members 
Entering Unmasked Estep 
Score: -22477998.000000 Penalty: 5943.368164
	Iteration 78Q: 3 clusters Score -2.2478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -22477996.000000 Penalty: 5943.368164
	Iteration 79Q: 3 clusters Score -2.2478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 154659 members 
Entering Unmasked Estep 
Score: -22477984.000000 Penalty: 5943.368164
	Iteration 80F: 3 clusters Score -2.247798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -103010.000000 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -103010 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 414 members 
Entering Unmasked Estep 
Score: -101214.156250 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -101214.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101518.906250 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -101518.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101704.640625 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -101704.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102326.054688 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -102326.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102658.835938 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -102658.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -102815.335938 Penalty: 3345.053223
	Iteration 5F: 3 clusters Score -102815.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102946.000000 Penalty: 3345.053223
	Iteration 6F: 3 clusters Score -102946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -103032.835938 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -103032.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -103095.507812 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -103095.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103128.875000 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -103128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -103157.953125 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -103158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -103192.312500 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -103192.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103214.148438 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -103214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103221.734375 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -103221.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -103231.179688 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -103231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -103241.031250 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -103241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -103244.601562 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -103244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -103248.453125 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -103248.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -103257.195312 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -103257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -103261.031250 Penalty: 3345.053223
	Iteration 19Q: 3 clusters Score -103261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -103261.031250 Penalty: 3345.053223
	Iteration 20F: 3 clusters Score -103261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 36398 members 
Mstep: Class 3 contains 56821 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 172648 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 98434 members 
Mstep: Class 8 contains 6903 members 
Mstep: Class 9 contains 130902 members 
Mstep: Class 10 contains 17652 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 129749 members 
Mstep: Class 14 contains 43075 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 43671 members 
Mstep: Class 17 contains 159947 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 98999 members 
Mstep: Class 23 contains 2185 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
Score: -146987952.000000 Penalty: 82566.710938
Splitting cluster 18 changes total score from -146984896.000000 to -146987952.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -211717.437500 Penalty: 1825.778564
	Iteration 0F: 2 clusters Score -211717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -209369.921875 Penalty: 3651.557129
	Iteration 0F: 3 clusters Score -209369.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -209727.781250 Penalty: 3651.557129
	Iteration 1F: 3 clusters Score -209727.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -209814.218750 Penalty: 3651.557129
	Iteration 2F: 3 clusters Score -209814.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -209854.078125 Penalty: 3651.557129
	Iteration 3Q: 3 clusters Score -209854.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -209876.703125 Penalty: 3651.557129
	Iteration 4Q: 3 clusters Score -209876.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -209893.875000 Penalty: 3651.557129
	Iteration 5Q: 3 clusters Score -209893.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -209914.296875 Penalty: 3651.557129
	Iteration 6Q: 3 clusters Score -209914.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -209927.437500 Penalty: 3651.557129
	Iteration 7Q: 3 clusters Score -209927.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209936.609375 Penalty: 3651.557129
	Iteration 8Q: 3 clusters Score -209936.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -209946.750000 Penalty: 3651.557129
	Iteration 9Q: 3 clusters Score -209946.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -209958.937500 Penalty: 3651.557129
	Iteration 10Q: 3 clusters Score -209958.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -209970.031250 Penalty: 3651.557129
	Iteration 11Q: 3 clusters Score -209970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209981.390625 Penalty: 3651.557129
	Iteration 12Q: 3 clusters Score -209981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -209987.062500 Penalty: 3651.557129
	Iteration 13Q: 3 clusters Score -209987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -209990.781250 Penalty: 3651.557129
	Iteration 14Q: 3 clusters Score -209990.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -209996.078125 Penalty: 3651.557129
	Iteration 15Q: 3 clusters Score -209996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210000.328125 Penalty: 3651.557129
	Iteration 16Q: 3 clusters Score -210000.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -210001.250000 Penalty: 3651.557129
	Iteration 17Q: 3 clusters Score -210001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -210002.890625 Penalty: 3651.557129
	Iteration 18Q: 3 clusters Score -210002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -210003.687500 Penalty: 3651.557129
	Iteration 19Q: 3 clusters Score -210003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210004.500000 Penalty: 3651.557129
	Iteration 20F: 3 clusters Score -210004.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -210005.031250 Penalty: 3651.557129
	Iteration 21Q: 3 clusters Score -210005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -210005.031250 Penalty: 3651.557129
	Iteration 22F: 3 clusters Score -210005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -52894.515625 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -52894.52 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 227 members 
Entering Unmasked Estep 
Score: -51560.039062 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -51560.04 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51734.652344 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -51734.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51809.230469 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -51809.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51853.132812 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -51853.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51870.160156 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -51870.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51894.656250 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -51894.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51920.695312 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -51920.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51933.699219 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -51933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51947.785156 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -51947.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51953.984375 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -51953.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51956.886719 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -51956.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51956.886719 Penalty: 3012.230225
	Iteration 11F: 3 clusters Score -51956.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -37867.605469 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -37867.61 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 136 members 
Entering Unmasked Estep 
Score: -36684.082031 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -36684.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36845.453125 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -36845.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36950.531250 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -36950.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37001.410156 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -37001.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37041.957031 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -37041.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37068.039062 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -37068.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37136.406250 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -37136.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37179.675781 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -37179.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37222.136719 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -37222.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37249.382812 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -37249.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37319.031250 Penalty: 2827.420166
	Iteration 10Q: 3 clusters Score -37319.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37430.503906 Penalty: 2827.420166
	Iteration 11Q: 3 clusters Score -37430.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37484.972656 Penalty: 2827.420166
	Iteration 12Q: 3 clusters Score -37484.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37522.031250 Penalty: 2827.420166
	Iteration 13Q: 3 clusters Score -37522.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37581.671875 Penalty: 2827.420166
	Iteration 14Q: 3 clusters Score -37581.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37611.804688 Penalty: 2827.420166
	Iteration 15Q: 3 clusters Score -37611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37632.699219 Penalty: 2827.420166
	Iteration 16Q: 3 clusters Score -37632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37649.046875 Penalty: 2827.420166
	Iteration 17Q: 3 clusters Score -37649.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37654.921875 Penalty: 2827.420166
	Iteration 18F: 3 clusters Score -37654.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37689.281250 Penalty: 2827.420166
	Iteration 19Q: 3 clusters Score -37689.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37715.140625 Penalty: 2827.420166
	Iteration 20F: 3 clusters Score -37715.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37739.433594 Penalty: 2827.420166
	Iteration 21Q: 3 clusters Score -37739.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37739.433594 Penalty: 2827.420166
	Iteration 22F: 3 clusters Score -37739.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 36398 members 
Mstep: Class 3 contains 56821 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 172648 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 98434 members 
Mstep: Class 8 contains 6903 members 
Mstep: Class 9 contains 130902 members 
Mstep: Class 10 contains 17652 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 129749 members 
Mstep: Class 14 contains 43075 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 43671 members 
Mstep: Class 17 contains 159947 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146995232.000000 Penalty: 82566.710938
Iteration 79Q: 25 clusters Score -1.469952e+08 nChanged 19163
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 36910 members 
Mstep: Class 3 contains 57586 members 
Mstep: Class 4 contains 934 members 
Mstep: Class 5 contains 173414 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 99827 members 
Mstep: Class 8 contains 6916 members 
Mstep: Class 9 contains 131106 members 
Mstep: Class 10 contains 17681 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 131326 members 
Mstep: Class 14 contains 42991 members 
Mstep: Class 15 contains 1100 members 
Mstep: Class 16 contains 43712 members 
Mstep: Class 17 contains 160401 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 288 members 
Mstep: Class 22 contains 92812 members 
Mstep: Class 23 contains 2154 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146999936.000000 Penalty: 82566.710938
Iteration 80F: 25 clusters Score -1.469999e+08 nChanged 16567
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 37224 members 
Mstep: Class 3 contains 58042 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 173547 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 99907 members 
Mstep: Class 8 contains 6908 members 
Mstep: Class 9 contains 129194 members 
Mstep: Class 10 contains 17643 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 132071 members 
Mstep: Class 14 contains 43006 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 43733 members 
Mstep: Class 17 contains 160209 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 287 members 
Mstep: Class 22 contains 92749 members 
Mstep: Class 23 contains 2147 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147002880.000000 Penalty: 82566.710938
Iteration 81Q: 25 clusters Score -1.470029e+08 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 37561 members 
Mstep: Class 3 contains 58512 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 173525 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 99963 members 
Mstep: Class 8 contains 6884 members 
Mstep: Class 9 contains 126985 members 
Mstep: Class 10 contains 17572 members 
Mstep: Class 11 contains 7619 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 132632 members 
Mstep: Class 14 contains 43154 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 43750 members 
Mstep: Class 17 contains 160164 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 287 members 
Mstep: Class 22 contains 93079 members 
Mstep: Class 23 contains 2144 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147004416.000000 Penalty: 82566.710938
Iteration 82Q: 25 clusters Score -1.470044e+08 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 37841 members 
Mstep: Class 3 contains 59060 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 173410 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 99964 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 124554 members 
Mstep: Class 10 contains 17466 members 
Mstep: Class 11 contains 7745 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 133059 members 
Mstep: Class 14 contains 43215 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 43771 members 
Mstep: Class 17 contains 160189 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 287 members 
Mstep: Class 22 contains 93948 members 
Mstep: Class 23 contains 2144 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147005904.000000 Penalty: 82566.710938
Iteration 83Q: 25 clusters Score -1.470059e+08 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 38073 members 
Mstep: Class 3 contains 59539 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 173278 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 99915 members 
Mstep: Class 8 contains 6824 members 
Mstep: Class 9 contains 121855 members 
Mstep: Class 10 contains 17363 members 
Mstep: Class 11 contains 7882 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 133406 members 
Mstep: Class 14 contains 43253 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 43789 members 
Mstep: Class 17 contains 160325 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 287 members 
Mstep: Class 22 contains 95232 members 
Mstep: Class 23 contains 2144 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147007184.000000 Penalty: 82566.710938
Iteration 84Q: 25 clusters Score -1.470072e+08 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 38275 members 
Mstep: Class 3 contains 59987 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 173188 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 99835 members 
Mstep: Class 8 contains 6777 members 
Mstep: Class 9 contains 118974 members 
Mstep: Class 10 contains 17232 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 133641 members 
Mstep: Class 14 contains 43249 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 43786 members 
Mstep: Class 17 contains 160466 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 287 members 
Mstep: Class 22 contains 96973 members 
Mstep: Class 23 contains 2144 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147008512.000000 Penalty: 82566.710938
Iteration 85Q: 25 clusters Score -1.470085e+08 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 38461 members 
Mstep: Class 3 contains 60420 members 
Mstep: Class 4 contains 942 members 
Mstep: Class 5 contains 173037 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 99691 members 
Mstep: Class 8 contains 6720 members 
Mstep: Class 9 contains 115965 members 
Mstep: Class 10 contains 17105 members 
Mstep: Class 11 contains 8085 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 133796 members 
Mstep: Class 14 contains 43258 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 43802 members 
Mstep: Class 17 contains 160551 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 287 members 
Mstep: Class 22 contains 99120 members 
Mstep: Class 23 contains 2144 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147009648.000000 Penalty: 82566.710938
Iteration 86Q: 25 clusters Score -1.470096e+08 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 38627 members 
Mstep: Class 3 contains 60876 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 172834 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 99491 members 
Mstep: Class 8 contains 6639 members 
Mstep: Class 9 contains 112875 members 
Mstep: Class 10 contains 16939 members 
Mstep: Class 11 contains 8195 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 133901 members 
Mstep: Class 14 contains 43266 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 43798 members 
Mstep: Class 17 contains 160607 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 101645 members 
Mstep: Class 23 contains 2144 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147009424.000000 Penalty: 82566.710938
Iteration 87Q: 25 clusters Score -1.470094e+08 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 38771 members 
Mstep: Class 3 contains 61290 members 
Mstep: Class 4 contains 945 members 
Mstep: Class 5 contains 172659 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 99240 members 
Mstep: Class 8 contains 6568 members 
Mstep: Class 9 contains 109648 members 
Mstep: Class 10 contains 16796 members 
Mstep: Class 11 contains 8279 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 133891 members 
Mstep: Class 14 contains 43239 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 43779 members 
Mstep: Class 17 contains 160654 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 104563 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147010448.000000 Penalty: 82566.710938
Iteration 88Q: 25 clusters Score -1.470104e+08 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 38895 members 
Mstep: Class 3 contains 61700 members 
Mstep: Class 4 contains 947 members 
Mstep: Class 5 contains 172460 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 98942 members 
Mstep: Class 8 contains 6515 members 
Mstep: Class 9 contains 106309 members 
Mstep: Class 10 contains 16637 members 
Mstep: Class 11 contains 8389 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 133800 members 
Mstep: Class 14 contains 43217 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 43775 members 
Mstep: Class 17 contains 160652 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 107742 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147011344.000000 Penalty: 82566.710938
Iteration 89Q: 25 clusters Score -1.470113e+08 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 38969 members 
Mstep: Class 3 contains 62117 members 
Mstep: Class 4 contains 948 members 
Mstep: Class 5 contains 172277 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 98669 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 102793 members 
Mstep: Class 10 contains 16493 members 
Mstep: Class 11 contains 8468 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 133665 members 
Mstep: Class 14 contains 43171 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 43756 members 
Mstep: Class 17 contains 160695 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 111175 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147012320.000000 Penalty: 82566.710938
Iteration 90Q: 25 clusters Score -1.470123e+08 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 39034 members 
Mstep: Class 3 contains 62515 members 
Mstep: Class 4 contains 947 members 
Mstep: Class 5 contains 172057 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 98365 members 
Mstep: Class 8 contains 6373 members 
Mstep: Class 9 contains 99221 members 
Mstep: Class 10 contains 16341 members 
Mstep: Class 11 contains 8558 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 133473 members 
Mstep: Class 14 contains 43144 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 43741 members 
Mstep: Class 17 contains 160759 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 114777 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147013040.000000 Penalty: 82566.710938
Iteration 91Q: 25 clusters Score -1.47013e+08 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 39079 members 
Mstep: Class 3 contains 62886 members 
Mstep: Class 4 contains 947 members 
Mstep: Class 5 contains 171817 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 98091 members 
Mstep: Class 8 contains 6310 members 
Mstep: Class 9 contains 95759 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 8655 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 133246 members 
Mstep: Class 14 contains 43120 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 43729 members 
Mstep: Class 17 contains 160791 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 118383 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147013968.000000 Penalty: 82566.710938
Iteration 92Q: 25 clusters Score -1.47014e+08 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 39119 members 
Mstep: Class 3 contains 63182 members 
Mstep: Class 4 contains 947 members 
Mstep: Class 5 contains 171618 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 97716 members 
Mstep: Class 8 contains 6245 members 
Mstep: Class 9 contains 92416 members 
Mstep: Class 10 contains 16055 members 
Mstep: Class 11 contains 8721 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 132984 members 
Mstep: Class 14 contains 43081 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 43719 members 
Mstep: Class 17 contains 160817 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 122072 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147014832.000000 Penalty: 82566.710938
Iteration 93Q: 25 clusters Score -1.470148e+08 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 39164 members 
Mstep: Class 3 contains 63487 members 
Mstep: Class 4 contains 946 members 
Mstep: Class 5 contains 171412 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 97366 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 89160 members 
Mstep: Class 10 contains 15904 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 132696 members 
Mstep: Class 14 contains 43034 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 43700 members 
Mstep: Class 17 contains 160797 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 125695 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147015600.000000 Penalty: 82566.710938
Iteration 94Q: 25 clusters Score -1.470156e+08 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 39215 members 
Mstep: Class 3 contains 63768 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 171247 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 96997 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 86014 members 
Mstep: Class 10 contains 15753 members 
Mstep: Class 11 contains 8844 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 132448 members 
Mstep: Class 14 contains 42955 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 43685 members 
Mstep: Class 17 contains 160789 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1582 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 129189 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147016336.000000 Penalty: 82566.710938
Iteration 95Q: 25 clusters Score -1.470163e+08 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 39255 members 
Mstep: Class 3 contains 64032 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 171071 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 96672 members 
Mstep: Class 8 contains 6079 members 
Mstep: Class 9 contains 82957 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 8913 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 132181 members 
Mstep: Class 14 contains 42897 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 43664 members 
Mstep: Class 17 contains 160746 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1583 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 132593 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147016992.000000 Penalty: 82566.710938
Iteration 96Q: 25 clusters Score -1.47017e+08 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 39277 members 
Mstep: Class 3 contains 64262 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 170864 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 96292 members 
Mstep: Class 8 contains 6026 members 
Mstep: Class 9 contains 80143 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 131914 members 
Mstep: Class 14 contains 42857 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 43622 members 
Mstep: Class 17 contains 160684 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 135927 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017328.000000 Penalty: 82566.710938
Iteration 97Q: 25 clusters Score -1.470173e+08 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 39277 members 
Mstep: Class 3 contains 64460 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 170620 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 95954 members 
Mstep: Class 8 contains 5985 members 
Mstep: Class 9 contains 77669 members 
Mstep: Class 10 contains 15215 members 
Mstep: Class 11 contains 9010 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 131653 members 
Mstep: Class 14 contains 42811 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 43584 members 
Mstep: Class 17 contains 160602 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 138970 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017600.000000 Penalty: 82566.710938
Iteration 98Q: 25 clusters Score -1.470176e+08 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 39247 members 
Mstep: Class 3 contains 64692 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 170385 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 95628 members 
Mstep: Class 8 contains 5934 members 
Mstep: Class 9 contains 75492 members 
Mstep: Class 10 contains 15055 members 
Mstep: Class 11 contains 9044 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 131381 members 
Mstep: Class 14 contains 42748 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 160496 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 141743 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018320.000000 Penalty: 82566.710938
Iteration 99Q: 25 clusters Score -1.470183e+08 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 39231 members 
Mstep: Class 3 contains 64921 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 170130 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 95243 members 
Mstep: Class 8 contains 5889 members 
Mstep: Class 9 contains 73575 members 
Mstep: Class 10 contains 14895 members 
Mstep: Class 11 contains 9081 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 131061 members 
Mstep: Class 14 contains 42687 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 43496 members 
Mstep: Class 17 contains 160300 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 144345 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147019040.000000 Penalty: 82566.710938
Iteration 100F: 25 clusters Score -1.47019e+08 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 39221 members 
Mstep: Class 3 contains 65086 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 169868 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 94728 members 
Mstep: Class 8 contains 5854 members 
Mstep: Class 9 contains 71662 members 
Mstep: Class 10 contains 14718 members 
Mstep: Class 11 contains 9138 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 130622 members 
Mstep: Class 14 contains 42603 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 43456 members 
Mstep: Class 17 contains 160054 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 147223 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 25 clusters Score -1.470191e+08 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 39197 members 
Mstep: Class 3 contains 65256 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 169588 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 94151 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 69837 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 9167 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 130140 members 
Mstep: Class 14 contains 42523 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 43412 members 
Mstep: Class 17 contains 159758 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 150124 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147019968.000000 Penalty: 82566.710938
Iteration 102Q: 25 clusters Score -1.4702e+08 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 39144 members 
Mstep: Class 3 contains 65427 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 169404 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 93453 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 68126 members 
Mstep: Class 10 contains 14327 members 
Mstep: Class 11 contains 9182 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 129601 members 
Mstep: Class 14 contains 42452 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 43370 members 
Mstep: Class 17 contains 159401 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 153088 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147020064.000000 Penalty: 82566.710938
Iteration 103Q: 25 clusters Score -1.470201e+08 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 39086 members 
Mstep: Class 3 contains 65578 members 
Mstep: Class 4 contains 946 members 
Mstep: Class 5 contains 169159 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 92773 members 
Mstep: Class 8 contains 5759 members 
Mstep: Class 9 contains 66443 members 
Mstep: Class 10 contains 14156 members 
Mstep: Class 11 contains 9204 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 129056 members 
Mstep: Class 14 contains 42360 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 16 contains 43312 members 
Mstep: Class 17 contains 159008 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 156155 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147019968.000000 Penalty: 82566.710938
Iteration 104Q: 25 clusters Score -1.4702e+08 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 39053 members 
Mstep: Class 3 contains 65705 members 
Mstep: Class 4 contains 947 members 
Mstep: Class 5 contains 168918 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 92152 members 
Mstep: Class 8 contains 5732 members 
Mstep: Class 9 contains 64775 members 
Mstep: Class 10 contains 13977 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 128477 members 
Mstep: Class 14 contains 42291 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 43242 members 
Mstep: Class 17 contains 158662 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 287 members 
Mstep: Class 22 contains 159194 members 
Mstep: Class 23 contains 2142 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018976.000000 Penalty: 82566.710938
Iteration 105Q: 25 clusters Score -1.47019e+08 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 39032 members 
Mstep: Class 3 contains 65849 members 
Mstep: Class 4 contains 947 members 
Mstep: Class 5 contains 168762 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 91686 members 
Mstep: Class 8 contains 5699 members 
Mstep: Class 9 contains 63240 members 
Mstep: Class 10 contains 13803 members 
Mstep: Class 11 contains 9177 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 127886 members 
Mstep: Class 14 contains 42187 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 43144 members 
Mstep: Class 17 contains 158324 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 161895 members 
Mstep: Class 23 contains 2142 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147019248.000000 Penalty: 82566.710938
Iteration 106Q: 25 clusters Score -1.470192e+08 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 39018 members 
Mstep: Class 3 contains 66023 members 
Mstep: Class 4 contains 947 members 
Mstep: Class 5 contains 168720 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 91285 members 
Mstep: Class 8 contains 5656 members 
Mstep: Class 9 contains 61838 members 
Mstep: Class 10 contains 13616 members 
Mstep: Class 11 contains 9164 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 127377 members 
Mstep: Class 14 contains 42107 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 43039 members 
Mstep: Class 17 contains 158010 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 164072 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 25 clusters Score -1.470187e+08 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 38988 members 
Mstep: Class 3 contains 66223 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 168681 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 91003 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 60579 members 
Mstep: Class 10 contains 13443 members 
Mstep: Class 11 contains 9154 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 127005 members 
Mstep: Class 14 contains 42060 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 42927 members 
Mstep: Class 17 contains 157734 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1597 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 165598 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 25 clusters Score -1.470177e+08 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 39004 members 
Mstep: Class 3 contains 66468 members 
Mstep: Class 4 contains 952 members 
Mstep: Class 5 contains 168671 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 90770 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 59426 members 
Mstep: Class 10 contains 13284 members 
Mstep: Class 11 contains 9158 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 126695 members 
Mstep: Class 14 contains 42022 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 42830 members 
Mstep: Class 17 contains 157546 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 166639 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 25 clusters Score -1.470177e+08 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 39031 members 
Mstep: Class 3 contains 66694 members 
Mstep: Class 4 contains 952 members 
Mstep: Class 5 contains 168685 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 90652 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 58327 members 
Mstep: Class 10 contains 13145 members 
Mstep: Class 11 contains 9168 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 126419 members 
Mstep: Class 14 contains 42007 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 42726 members 
Mstep: Class 17 contains 157372 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 167411 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 25 clusters Score -1.470177e+08 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 39033 members 
Mstep: Class 3 contains 66893 members 
Mstep: Class 4 contains 952 members 
Mstep: Class 5 contains 168710 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 90608 members 
Mstep: Class 8 contains 5555 members 
Mstep: Class 9 contains 57314 members 
Mstep: Class 10 contains 13003 members 
Mstep: Class 11 contains 9171 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 126177 members 
Mstep: Class 14 contains 42001 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 42622 members 
Mstep: Class 17 contains 157284 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 167980 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 25 clusters Score -1.470175e+08 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 39030 members 
Mstep: Class 3 contains 67115 members 
Mstep: Class 4 contains 952 members 
Mstep: Class 5 contains 168719 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 90604 members 
Mstep: Class 8 contains 5552 members 
Mstep: Class 9 contains 56347 members 
Mstep: Class 10 contains 12862 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 126007 members 
Mstep: Class 14 contains 41971 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 42523 members 
Mstep: Class 17 contains 157230 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 168362 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
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Iteration 112Q: 25 clusters Score -1.470177e+08 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 39050 members 
Mstep: Class 3 contains 67330 members 
Mstep: Class 4 contains 952 members 
Mstep: Class 5 contains 168716 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 90609 members 
Mstep: Class 8 contains 5540 members 
Mstep: Class 9 contains 55425 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 125854 members 
Mstep: Class 14 contains 41946 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 42436 members 
Mstep: Class 17 contains 157191 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 168676 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 25 clusters Score -1.470177e+08 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 39062 members 
Mstep: Class 3 contains 67502 members 
Mstep: Class 4 contains 952 members 
Mstep: Class 5 contains 168721 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 90657 members 
Mstep: Class 8 contains 5526 members 
Mstep: Class 9 contains 54476 members 
Mstep: Class 10 contains 12602 members 
Mstep: Class 11 contains 9271 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 125721 members 
Mstep: Class 14 contains 41914 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 157128 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 168989 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
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Iteration 114Q: 25 clusters Score -1.470176e+08 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 39063 members 
Mstep: Class 3 contains 67681 members 
Mstep: Class 4 contains 954 members 
Mstep: Class 5 contains 168736 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 90735 members 
Mstep: Class 8 contains 5507 members 
Mstep: Class 9 contains 53536 members 
Mstep: Class 10 contains 12485 members 
Mstep: Class 11 contains 9323 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 125566 members 
Mstep: Class 14 contains 41884 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 42284 members 
Mstep: Class 17 contains 157112 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 169306 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
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Iteration 115Q: 25 clusters Score -1.470174e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 65926 members 
Mstep: Class 2 contains 39048 members 
Mstep: Class 3 contains 67863 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 168776 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 90797 members 
Mstep: Class 8 contains 5500 members 
Mstep: Class 9 contains 52644 members 
Mstep: Class 10 contains 12343 members 
Mstep: Class 11 contains 9367 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 125418 members 
Mstep: Class 14 contains 41866 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 42204 members 
Mstep: Class 17 contains 157085 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 169668 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018112.000000 Penalty: 82566.710938
Iteration 116Q: 25 clusters Score -1.470181e+08 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 66472 members 
Mstep: Class 2 contains 39036 members 
Mstep: Class 3 contains 68049 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 168840 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 90819 members 
Mstep: Class 8 contains 5501 members 
Mstep: Class 9 contains 51795 members 
Mstep: Class 10 contains 12227 members 
Mstep: Class 11 contains 9411 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 125234 members 
Mstep: Class 14 contains 41835 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 42111 members 
Mstep: Class 17 contains 157098 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1626 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 170067 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017872.000000 Penalty: 82566.710938
Iteration 117Q: 25 clusters Score -1.470179e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 39018 members 
Mstep: Class 3 contains 68226 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 168901 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 90845 members 
Mstep: Class 8 contains 5495 members 
Mstep: Class 9 contains 50985 members 
Mstep: Class 10 contains 12119 members 
Mstep: Class 11 contains 9446 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 125082 members 
Mstep: Class 14 contains 41808 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 42027 members 
Mstep: Class 17 contains 157111 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 170460 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017872.000000 Penalty: 82566.710938
Iteration 118Q: 25 clusters Score -1.470179e+08 nChanged 2899
Entering ConstructFrom: 
Score: -147017872.000000 Penalty: 82566.710938
Entering ConstructFrom: 
Trying to split cluster 1 (67445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Entering Unmasked Estep 
Score: -9616240.000000 Penalty: 2757.528809
	Iteration 0F: 2 clusters Score -9616240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -9571090.000000 Penalty: 5515.057617
	Iteration 0F: 3 clusters Score -9571090 nChanged 31306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -9589050.000000 Penalty: 5515.057617
	Iteration 1F: 3 clusters Score -9589050 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -9589714.000000 Penalty: 5515.057617
	Iteration 2Q: 3 clusters Score -9589714 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -9590583.000000 Penalty: 5515.057617
	Iteration 3Q: 3 clusters Score -9590583 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -9591878.000000 Penalty: 5515.057617
	Iteration 4Q: 3 clusters Score -9591878 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -9593622.000000 Penalty: 5515.057617
	Iteration 5Q: 3 clusters Score -9593622 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -9596078.000000 Penalty: 5515.057617
	Iteration 6F: 3 clusters Score -9596078 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -9599438.000000 Penalty: 5515.057617
	Iteration 7F: 3 clusters Score -9599438 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -9603005.000000 Penalty: 5515.057617
	Iteration 8F: 3 clusters Score -9603005 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -9606276.000000 Penalty: 5515.057617
	Iteration 9F: 3 clusters Score -9606276 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -9608678.000000 Penalty: 5515.057617
	Iteration 10Q: 3 clusters Score -9608678 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -9610427.000000 Penalty: 5515.057617
	Iteration 11Q: 3 clusters Score -9610427 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -9611580.000000 Penalty: 5515.057617
	Iteration 12Q: 3 clusters Score -9611580 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -9612356.000000 Penalty: 5515.057617
	Iteration 13Q: 3 clusters Score -9612356 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -9612836.000000 Penalty: 5515.057617
	Iteration 14Q: 3 clusters Score -9612836 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -9613192.000000 Penalty: 5515.057617
	Iteration 15Q: 3 clusters Score -9613192 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -9613431.000000 Penalty: 5515.057617
	Iteration 16Q: 3 clusters Score -9613431 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 65685 members 
Entering Unmasked Estep 
Score: -9613604.000000 Penalty: 5515.057617
	Iteration 17Q: 3 clusters Score -9613604 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -9613690.000000 Penalty: 5515.057617
	Iteration 18Q: 3 clusters Score -9613690 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -9613743.000000 Penalty: 5515.057617
	Iteration 19Q: 3 clusters Score -9613743 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -9613806.000000 Penalty: 5515.057617
	Iteration 20F: 3 clusters Score -9613806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -9613847.000000 Penalty: 5515.057617
	Iteration 21Q: 3 clusters Score -9613847 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -9613880.000000 Penalty: 5515.057617
	Iteration 22Q: 3 clusters Score -9613880 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -9613904.000000 Penalty: 5515.057617
	Iteration 23Q: 3 clusters Score -9613904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -9613926.000000 Penalty: 5515.057617
	Iteration 24Q: 3 clusters Score -9613926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -9613942.000000 Penalty: 5515.057617
	Iteration 25Q: 3 clusters Score -9613942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -9613968.000000 Penalty: 5515.057617
	Iteration 26Q: 3 clusters Score -9613968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -9613985.000000 Penalty: 5515.057617
	Iteration 27Q: 3 clusters Score -9613985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -9613979.000000 Penalty: 5515.057617
	Iteration 28Q: 3 clusters Score -9613979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -9613990.000000 Penalty: 5515.057617
	Iteration 29Q: 3 clusters Score -9613990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -9614000.000000 Penalty: 5515.057617
	Iteration 30Q: 3 clusters Score -9614000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 66506 members 
Entering Unmasked Estep 
Score: -9614004.000000 Penalty: 5515.057617
	Iteration 31Q: 3 clusters Score -9614004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 66513 members 
Entering Unmasked Estep 
Score: -9614011.000000 Penalty: 5515.057617
	Iteration 32Q: 3 clusters Score -9614011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -9614010.000000 Penalty: 5515.057617
	Iteration 33Q: 3 clusters Score -9614010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -9614023.000000 Penalty: 5515.057617
	Iteration 34Q: 3 clusters Score -9614023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -9614020.000000 Penalty: 5515.057617
	Iteration 35Q: 3 clusters Score -9614020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -9614030.000000 Penalty: 5515.057617
	Iteration 36Q: 3 clusters Score -9614030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -9614026.000000 Penalty: 5515.057617
	Iteration 37Q: 3 clusters Score -9614026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -9614032.000000 Penalty: 5515.057617
	Iteration 38Q: 3 clusters Score -9614032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -9614034.000000 Penalty: 5515.057617
	Iteration 39Q: 3 clusters Score -9614034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -9614035.000000 Penalty: 5515.057617
	Iteration 40F: 3 clusters Score -9614035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -9614035.000000 Penalty: 5515.057617
	Iteration 41Q: 3 clusters Score -9614035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -9614037.000000 Penalty: 5515.057617
	Iteration 42Q: 3 clusters Score -9614037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -9614037.000000 Penalty: 5515.057617
	Iteration 43F: 3 clusters Score -9614037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Entering Unmasked Estep 
Score: -5571491.000000 Penalty: 2621.635742
	Iteration 0F: 2 clusters Score -5571491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -5545101.500000 Penalty: 5243.271484
	Iteration 0F: 3 clusters Score -5545102 nChanged 17832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -5555073.000000 Penalty: 5243.271484
	Iteration 1F: 3 clusters Score -5555073 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -5555780.000000 Penalty: 5243.271484
	Iteration 2Q: 3 clusters Score -5555780 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -5556679.500000 Penalty: 5243.271484
	Iteration 3Q: 3 clusters Score -5556680 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -5557908.000000 Penalty: 5243.271484
	Iteration 4F: 3 clusters Score -5557908 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -5559913.500000 Penalty: 5243.271484
	Iteration 5F: 3 clusters Score -5559914 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -5562680.500000 Penalty: 5243.271484
	Iteration 6F: 3 clusters Score -5562680 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -5565476.500000 Penalty: 5243.271484
	Iteration 7F: 3 clusters Score -5565476 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -5567398.000000 Penalty: 5243.271484
	Iteration 8F: 3 clusters Score -5567398 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -5568330.000000 Penalty: 5243.271484
	Iteration 9Q: 3 clusters Score -5568330 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -5568756.500000 Penalty: 5243.271484
	Iteration 10Q: 3 clusters Score -5568756 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -5568967.500000 Penalty: 5243.271484
	Iteration 11Q: 3 clusters Score -5568968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -5569057.000000 Penalty: 5243.271484
	Iteration 12Q: 3 clusters Score -5569057 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -5569151.000000 Penalty: 5243.271484
	Iteration 13Q: 3 clusters Score -5569151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -5569185.500000 Penalty: 5243.271484
	Iteration 14Q: 3 clusters Score -5569186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -5569204.000000 Penalty: 5243.271484
	Iteration 15Q: 3 clusters Score -5569204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5569232.500000 Penalty: 5243.271484
	Iteration 16Q: 3 clusters Score -5569232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -5569246.500000 Penalty: 5243.271484
	Iteration 17Q: 3 clusters Score -5569246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5569247.500000 Penalty: 5243.271484
	Iteration 18Q: 3 clusters Score -5569248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5569246.000000 Penalty: 5243.271484
	Iteration 19Q: 3 clusters Score -5569246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -5569246.000000 Penalty: 5243.271484
	Iteration 20F: 3 clusters Score -5569246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Entering Unmasked Estep 
Score: -9737210.000000 Penalty: 2761.109863
	Iteration 0F: 2 clusters Score -9737210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -9691533.000000 Penalty: 5522.219727
	Iteration 0F: 3 clusters Score -9691533 nChanged 31744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -9709054.000000 Penalty: 5522.219727
	Iteration 1F: 3 clusters Score -9709054 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -9709718.000000 Penalty: 5522.219727
	Iteration 2Q: 3 clusters Score -9709718 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -9710299.000000 Penalty: 5522.219727
	Iteration 3Q: 3 clusters Score -9710299 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -9710833.000000 Penalty: 5522.219727
	Iteration 4Q: 3 clusters Score -9710833 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -9711436.000000 Penalty: 5522.219727
	Iteration 5Q: 3 clusters Score -9711436 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -9712160.000000 Penalty: 5522.219727
	Iteration 6Q: 3 clusters Score -9712160 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -9713184.000000 Penalty: 5522.219727
	Iteration 7Q: 3 clusters Score -9713184 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -9714674.000000 Penalty: 5522.219727
	Iteration 8Q: 3 clusters Score -9714674 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -9716785.000000 Penalty: 5522.219727
	Iteration 9Q: 3 clusters Score -9716785 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -9719356.000000 Penalty: 5522.219727
	Iteration 10F: 3 clusters Score -9719356 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -9722177.000000 Penalty: 5522.219727
	Iteration 11F: 3 clusters Score -9722177 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -9724453.000000 Penalty: 5522.219727
	Iteration 12F: 3 clusters Score -9724453 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -9725824.000000 Penalty: 5522.219727
	Iteration 13Q: 3 clusters Score -9725824 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -9726720.000000 Penalty: 5522.219727
	Iteration 14Q: 3 clusters Score -9726720 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -9727081.000000 Penalty: 5522.219727
	Iteration 15Q: 3 clusters Score -9727081 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -9727488.000000 Penalty: 5522.219727
	Iteration 16Q: 3 clusters Score -9727488 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -9727910.000000 Penalty: 5522.219727
	Iteration 17Q: 3 clusters Score -9727910 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -9728325.000000 Penalty: 5522.219727
	Iteration 18Q: 3 clusters Score -9728325 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -9728750.000000 Penalty: 5522.219727
	Iteration 19Q: 3 clusters Score -9728750 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -9729115.000000 Penalty: 5522.219727
	Iteration 20F: 3 clusters Score -9729115 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -9729560.000000 Penalty: 5522.219727
	Iteration 21Q: 3 clusters Score -9729560 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -9729928.000000 Penalty: 5522.219727
	Iteration 22Q: 3 clusters Score -9729928 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -9730404.000000 Penalty: 5522.219727
	Iteration 23Q: 3 clusters Score -9730404 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -9730975.000000 Penalty: 5522.219727
	Iteration 24Q: 3 clusters Score -9730975 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -9731383.000000 Penalty: 5522.219727
	Iteration 25Q: 3 clusters Score -9731383 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -9731919.000000 Penalty: 5522.219727
	Iteration 26Q: 3 clusters Score -9731919 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -9732359.000000 Penalty: 5522.219727
	Iteration 27Q: 3 clusters Score -9732359 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 63580 members 
Entering Unmasked Estep 
Score: -9732847.000000 Penalty: 5522.219727
	Iteration 28Q: 3 clusters Score -9732847 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -9733197.000000 Penalty: 5522.219727
	Iteration 29Q: 3 clusters Score -9733197 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -9733525.000000 Penalty: 5522.219727
	Iteration 30Q: 3 clusters Score -9733525 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -9733779.000000 Penalty: 5522.219727
	Iteration 31Q: 3 clusters Score -9733779 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -9733973.000000 Penalty: 5522.219727
	Iteration 32Q: 3 clusters Score -9733973 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -9734145.000000 Penalty: 5522.219727
	Iteration 33Q: 3 clusters Score -9734145 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -9734273.000000 Penalty: 5522.219727
	Iteration 34Q: 3 clusters Score -9734273 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -9734404.000000 Penalty: 5522.219727
	Iteration 35Q: 3 clusters Score -9734404 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -9734467.000000 Penalty: 5522.219727
	Iteration 36Q: 3 clusters Score -9734467 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -9734541.000000 Penalty: 5522.219727
	Iteration 37Q: 3 clusters Score -9734541 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -9734619.000000 Penalty: 5522.219727
	Iteration 38Q: 3 clusters Score -9734619 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -9734660.000000 Penalty: 5522.219727
	Iteration 39Q: 3 clusters Score -9734660 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -9734709.000000 Penalty: 5522.219727
	Iteration 40F: 3 clusters Score -9734709 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -9734738.000000 Penalty: 5522.219727
	Iteration 41Q: 3 clusters Score -9734738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 67350 members 
Entering Unmasked Estep 
Score: -9734771.000000 Penalty: 5522.219727
	Iteration 42Q: 3 clusters Score -9734771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -9734804.000000 Penalty: 5522.219727
	Iteration 43Q: 3 clusters Score -9734804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -9734805.000000 Penalty: 5522.219727
	Iteration 44Q: 3 clusters Score -9734805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -9734807.000000 Penalty: 5522.219727
	Iteration 45Q: 3 clusters Score -9734807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -9734828.000000 Penalty: 5522.219727
	Iteration 46Q: 3 clusters Score -9734828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -9734838.000000 Penalty: 5522.219727
	Iteration 47Q: 3 clusters Score -9734838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -9734854.000000 Penalty: 5522.219727
	Iteration 48Q: 3 clusters Score -9734854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -9734863.000000 Penalty: 5522.219727
	Iteration 49Q: 3 clusters Score -9734863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -9734874.000000 Penalty: 5522.219727
	Iteration 50Q: 3 clusters Score -9734874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -9734886.000000 Penalty: 5522.219727
	Iteration 51Q: 3 clusters Score -9734886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -9734905.000000 Penalty: 5522.219727
	Iteration 52Q: 3 clusters Score -9734905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -9734909.000000 Penalty: 5522.219727
	Iteration 53Q: 3 clusters Score -9734909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -9734916.000000 Penalty: 5522.219727
	Iteration 54Q: 3 clusters Score -9734916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -9734915.000000 Penalty: 5522.219727
	Iteration 55Q: 3 clusters Score -9734915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -9734910.000000 Penalty: 5522.219727
	Iteration 56Q: 3 clusters Score -9734910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -9734933.000000 Penalty: 5522.219727
	Iteration 57Q: 3 clusters Score -9734933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -9734931.000000 Penalty: 5522.219727
	Iteration 58Q: 3 clusters Score -9734931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -9734936.000000 Penalty: 5522.219727
	Iteration 59Q: 3 clusters Score -9734936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -9734939.000000 Penalty: 5522.219727
	Iteration 60F: 3 clusters Score -9734939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -9734937.000000 Penalty: 5522.219727
	Iteration 61Q: 3 clusters Score -9734937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -9734950.000000 Penalty: 5522.219727
	Iteration 62Q: 3 clusters Score -9734950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -9734965.000000 Penalty: 5522.219727
	Iteration 63Q: 3 clusters Score -9734965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -9734960.000000 Penalty: 5522.219727
	Iteration 64Q: 3 clusters Score -9734960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 67671 members 
Entering Unmasked Estep 
Score: -9734967.000000 Penalty: 5522.219727
	Iteration 65Q: 3 clusters Score -9734967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -9734967.000000 Penalty: 5522.219727
	Iteration 66Q: 3 clusters Score -9734967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -9734970.000000 Penalty: 5522.219727
	Iteration 67Q: 3 clusters Score -9734970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -9734968.000000 Penalty: 5522.219727
	Iteration 68Q: 3 clusters Score -9734968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -9734978.000000 Penalty: 5522.219727
	Iteration 69Q: 3 clusters Score -9734978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -9734988.000000 Penalty: 5522.219727
	Iteration 70Q: 3 clusters Score -9734988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -9734996.000000 Penalty: 5522.219727
	Iteration 71Q: 3 clusters Score -9734996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -9735002.000000 Penalty: 5522.219727
	Iteration 72Q: 3 clusters Score -9735002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 67724 members 
Entering Unmasked Estep 
Score: -9735002.000000 Penalty: 5522.219727
	Iteration 73Q: 3 clusters Score -9735002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -9734999.000000 Penalty: 5522.219727
	Iteration 74Q: 3 clusters Score -9734999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -9734999.000000 Penalty: 5522.219727
	Iteration 75F: 3 clusters Score -9734999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -134609.937500 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -134609.9 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 444 members 
Entering Unmasked Estep 
Score: -132665.859375 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -132665.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -132966.812500 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -132966.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -133052.828125 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -133052.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -133091.734375 Penalty: 3405.481934
	Iteration 3Q: 3 clusters Score -133091.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -133115.859375 Penalty: 3405.481934
	Iteration 4Q: 3 clusters Score -133115.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -133127.015625 Penalty: 3405.481934
	Iteration 5Q: 3 clusters Score -133127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -133134.890625 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -133134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -133136.125000 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -133136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -133136.125000 Penalty: 3405.481934
	Iteration 8F: 3 clusters Score -133136.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (168952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168952 members 
Entering Unmasked Estep 
Score: -23698926.000000 Penalty: 2985.267578
	Iteration 0F: 2 clusters Score -2.369893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -23593560.000000 Penalty: 5970.535156
	Iteration 0F: 3 clusters Score -2.359356e+07 nChanged 80859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -23640080.000000 Penalty: 5970.535156
	Iteration 1F: 3 clusters Score -2.364008e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -23640946.000000 Penalty: 5970.535156
	Iteration 2Q: 3 clusters Score -2.364095e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88228 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
Score: -23641992.000000 Penalty: 5970.535156
	Iteration 3Q: 3 clusters Score -2.364199e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 79264 members 
Entering Unmasked Estep 
Score: -23643454.000000 Penalty: 5970.535156
	Iteration 4Q: 3 clusters Score -2.364345e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -23646156.000000 Penalty: 5970.535156
	Iteration 5Q: 3 clusters Score -2.364616e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94540 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -23649862.000000 Penalty: 5970.535156
	Iteration 6Q: 3 clusters Score -2.364986e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -23655526.000000 Penalty: 5970.535156
	Iteration 7F: 3 clusters Score -2.365553e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 67204 members 
Entering Unmasked Estep 
Score: -23662790.000000 Penalty: 5970.535156
	Iteration 8F: 3 clusters Score -2.366279e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105049 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -23670090.000000 Penalty: 5970.535156
	Iteration 9F: 3 clusters Score -2.367009e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107538 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -23675200.000000 Penalty: 5970.535156
	Iteration 10F: 3 clusters Score -2.36752e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109435 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -23677494.000000 Penalty: 5970.535156
	Iteration 11Q: 3 clusters Score -2.367749e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -23678662.000000 Penalty: 5970.535156
	Iteration 12Q: 3 clusters Score -2.367866e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112873 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -23679258.000000 Penalty: 5970.535156
	Iteration 13Q: 3 clusters Score -2.367926e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -23679846.000000 Penalty: 5970.535156
	Iteration 14Q: 3 clusters Score -2.367985e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -23680296.000000 Penalty: 5970.535156
	Iteration 15Q: 3 clusters Score -2.36803e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118421 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -23680820.000000 Penalty: 5970.535156
	Iteration 16Q: 3 clusters Score -2.368082e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120481 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -23681390.000000 Penalty: 5970.535156
	Iteration 17Q: 3 clusters Score -2.368139e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122641 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -23682244.000000 Penalty: 5970.535156
	Iteration 18Q: 3 clusters Score -2.368224e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124890 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -23682776.000000 Penalty: 5970.535156
	Iteration 19Q: 3 clusters Score -2.368278e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127255 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -23683540.000000 Penalty: 5970.535156
	Iteration 20F: 3 clusters Score -2.368354e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129826 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -23684402.000000 Penalty: 5970.535156
	Iteration 21Q: 3 clusters Score -2.36844e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132509 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -23685356.000000 Penalty: 5970.535156
	Iteration 22Q: 3 clusters Score -2.368536e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135304 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -23686482.000000 Penalty: 5970.535156
	Iteration 23Q: 3 clusters Score -2.368648e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138203 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -23687770.000000 Penalty: 5970.535156
	Iteration 24Q: 3 clusters Score -2.368777e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141229 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -23689034.000000 Penalty: 5970.535156
	Iteration 25Q: 3 clusters Score -2.368903e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144324 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -23690472.000000 Penalty: 5970.535156
	Iteration 26Q: 3 clusters Score -2.369047e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147390 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -23691740.000000 Penalty: 5970.535156
	Iteration 27Q: 3 clusters Score -2.369174e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150469 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -23692682.000000 Penalty: 5970.535156
	Iteration 28Q: 3 clusters Score -2.369268e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153350 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -23693424.000000 Penalty: 5970.535156
	Iteration 29Q: 3 clusters Score -2.369342e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155899 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -23694196.000000 Penalty: 5970.535156
	Iteration 30Q: 3 clusters Score -2.36942e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158183 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -23694684.000000 Penalty: 5970.535156
	Iteration 31Q: 3 clusters Score -2.369468e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160038 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -23694910.000000 Penalty: 5970.535156
	Iteration 32Q: 3 clusters Score -2.369491e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161572 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -23695136.000000 Penalty: 5970.535156
	Iteration 33Q: 3 clusters Score -2.369514e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162773 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -23695422.000000 Penalty: 5970.535156
	Iteration 34Q: 3 clusters Score -2.369542e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163730 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -23695598.000000 Penalty: 5970.535156
	Iteration 35Q: 3 clusters Score -2.36956e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164484 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -23695786.000000 Penalty: 5970.535156
	Iteration 36Q: 3 clusters Score -2.369579e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165090 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -23695914.000000 Penalty: 5970.535156
	Iteration 37Q: 3 clusters Score -2.369591e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165527 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -23696066.000000 Penalty: 5970.535156
	Iteration 38Q: 3 clusters Score -2.369607e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165885 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -23696126.000000 Penalty: 5970.535156
	Iteration 39Q: 3 clusters Score -2.369613e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166169 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -23696208.000000 Penalty: 5970.535156
	Iteration 40F: 3 clusters Score -2.369621e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166394 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -23696278.000000 Penalty: 5970.535156
	Iteration 41Q: 3 clusters Score -2.369628e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166574 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -23696268.000000 Penalty: 5970.535156
	Iteration 42Q: 3 clusters Score -2.369627e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166703 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -23696340.000000 Penalty: 5970.535156
	Iteration 43Q: 3 clusters Score -2.369634e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166809 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -23696376.000000 Penalty: 5970.535156
	Iteration 44Q: 3 clusters Score -2.369638e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166888 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -23696394.000000 Penalty: 5970.535156
	Iteration 45Q: 3 clusters Score -2.369639e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166971 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -23696420.000000 Penalty: 5970.535156
	Iteration 46Q: 3 clusters Score -2.369642e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167027 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -23696454.000000 Penalty: 5970.535156
	Iteration 47Q: 3 clusters Score -2.369645e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167091 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -23696470.000000 Penalty: 5970.535156
	Iteration 48Q: 3 clusters Score -2.369647e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167131 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -23696466.000000 Penalty: 5970.535156
	Iteration 49Q: 3 clusters Score -2.369647e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167159 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -23696496.000000 Penalty: 5970.535156
	Iteration 50Q: 3 clusters Score -2.36965e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167183 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -23696474.000000 Penalty: 5970.535156
	Iteration 51Q: 3 clusters Score -2.369647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167193 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -23696490.000000 Penalty: 5970.535156
	Iteration 52Q: 3 clusters Score -2.369649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167200 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -23696514.000000 Penalty: 5970.535156
	Iteration 53Q: 3 clusters Score -2.369651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167205 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -23696510.000000 Penalty: 5970.535156
	Iteration 54Q: 3 clusters Score -2.369651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167209 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -23696510.000000 Penalty: 5970.535156
	Iteration 55Q: 3 clusters Score -2.369651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167211 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -23696502.000000 Penalty: 5970.535156
	Iteration 56Q: 3 clusters Score -2.36965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167216 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -23696514.000000 Penalty: 5970.535156
	Iteration 57Q: 3 clusters Score -2.369651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167222 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -23696500.000000 Penalty: 5970.535156
	Iteration 58Q: 3 clusters Score -2.36965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167230 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -23696530.000000 Penalty: 5970.535156
	Iteration 59Q: 3 clusters Score -2.369653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167240 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -23696530.000000 Penalty: 5970.535156
	Iteration 60F: 3 clusters Score -2.369653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23696536.000000 Penalty: 5970.535156
	Iteration 61Q: 3 clusters Score -2.369654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167262 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -23696528.000000 Penalty: 5970.535156
	Iteration 62Q: 3 clusters Score -2.369653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167272 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -23696540.000000 Penalty: 5970.535156
	Iteration 63Q: 3 clusters Score -2.369654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167284 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -23696534.000000 Penalty: 5970.535156
	Iteration 64Q: 3 clusters Score -2.369653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167295 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -23696532.000000 Penalty: 5970.535156
	Iteration 65Q: 3 clusters Score -2.369653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167308 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -23696550.000000 Penalty: 5970.535156
	Iteration 66Q: 3 clusters Score -2.369655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167321 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -23696552.000000 Penalty: 5970.535156
	Iteration 67Q: 3 clusters Score -2.369655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -23696554.000000 Penalty: 5970.535156
	Iteration 68Q: 3 clusters Score -2.369655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167340 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -23696562.000000 Penalty: 5970.535156
	Iteration 69Q: 3 clusters Score -2.369656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167345 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -23696568.000000 Penalty: 5970.535156
	Iteration 70Q: 3 clusters Score -2.369657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167355 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -23696554.000000 Penalty: 5970.535156
	Iteration 71Q: 3 clusters Score -2.369655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167363 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -23696548.000000 Penalty: 5970.535156
	Iteration 72Q: 3 clusters Score -2.369655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167370 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -23696536.000000 Penalty: 5970.535156
	Iteration 73Q: 3 clusters Score -2.369654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167372 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -23696530.000000 Penalty: 5970.535156
	Iteration 74Q: 3 clusters Score -2.369653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167375 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -23696524.000000 Penalty: 5970.535156
	Iteration 75Q: 3 clusters Score -2.369652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167378 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -23696546.000000 Penalty: 5970.535156
	Iteration 76Q: 3 clusters Score -2.369655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167378 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -23696542.000000 Penalty: 5970.535156
	Iteration 77Q: 3 clusters Score -2.369654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167383 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -23696536.000000 Penalty: 5970.535156
	Iteration 78Q: 3 clusters Score -2.369654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167387 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -23696528.000000 Penalty: 5970.535156
	Iteration 79Q: 3 clusters Score -2.369653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -23696538.000000 Penalty: 5970.535156
	Iteration 80F: 3 clusters Score -2.369654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167396 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -23696538.000000 Penalty: 5970.535156
	Iteration 81Q: 3 clusters Score -2.369654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167400 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -23696516.000000 Penalty: 5970.535156
	Iteration 82Q: 3 clusters Score -2.369652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167403 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -23696526.000000 Penalty: 5970.535156
	Iteration 83Q: 3 clusters Score -2.369653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167407 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -23696522.000000 Penalty: 5970.535156
	Iteration 84Q: 3 clusters Score -2.369652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167412 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -23696532.000000 Penalty: 5970.535156
	Iteration 85Q: 3 clusters Score -2.369653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167416 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -23696548.000000 Penalty: 5970.535156
	Iteration 86Q: 3 clusters Score -2.369655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -23696542.000000 Penalty: 5970.535156
	Iteration 87Q: 3 clusters Score -2.369654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167418 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -23696544.000000 Penalty: 5970.535156
	Iteration 88Q: 3 clusters Score -2.369654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167418 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -23696544.000000 Penalty: 5970.535156
	Iteration 89Q: 3 clusters Score -2.369654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167418 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -23696544.000000 Penalty: 5970.535156
	Iteration 90F: 3 clusters Score -2.369654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -52759.734375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -52759.73 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 224 members 
Entering Unmasked Estep 
Score: -51391.429688 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -51391.43 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51610.820312 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -51610.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51718.617188 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -51718.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51823.914062 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -51823.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51940.136719 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -51940.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52094.312500 Penalty: 2993.598877
	Iteration 5F: 3 clusters Score -52094.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52144.769531 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -52144.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52201.457031 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -52201.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52239.359375 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -52239.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52256.425781 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -52256.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52278.980469 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -52278.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52278.980469 Penalty: 2993.598877
	Iteration 11F: 3 clusters Score -52278.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (90924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90924 members 
Entering Unmasked Estep 
Score: -12918934.000000 Penalty: 2831.609131
	Iteration 0F: 2 clusters Score -1.291893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -12858378.000000 Penalty: 5663.218262
	Iteration 0F: 3 clusters Score -1.285838e+07 nChanged 43000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -12883145.000000 Penalty: 5663.218262
	Iteration 1F: 3 clusters Score -1.288314e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -12884262.000000 Penalty: 5663.218262
	Iteration 2Q: 3 clusters Score -1.288426e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -12885873.000000 Penalty: 5663.218262
	Iteration 3Q: 3 clusters Score -1.288587e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -12888434.000000 Penalty: 5663.218262
	Iteration 4F: 3 clusters Score -1.288843e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -12893044.000000 Penalty: 5663.218262
	Iteration 5F: 3 clusters Score -1.289304e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -12899459.000000 Penalty: 5663.218262
	Iteration 6F: 3 clusters Score -1.289946e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -12905699.000000 Penalty: 5663.218262
	Iteration 7F: 3 clusters Score -1.29057e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -12909603.000000 Penalty: 5663.218262
	Iteration 8F: 3 clusters Score -1.29096e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -12911683.000000 Penalty: 5663.218262
	Iteration 9Q: 3 clusters Score -1.291168e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -12913161.000000 Penalty: 5663.218262
	Iteration 10Q: 3 clusters Score -1.291316e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -12914562.000000 Penalty: 5663.218262
	Iteration 11Q: 3 clusters Score -1.291456e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -12916045.000000 Penalty: 5663.218262
	Iteration 12Q: 3 clusters Score -1.291604e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -12917392.000000 Penalty: 5663.218262
	Iteration 13Q: 3 clusters Score -1.291739e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -12918267.000000 Penalty: 5663.218262
	Iteration 14Q: 3 clusters Score -1.291827e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -12918665.000000 Penalty: 5663.218262
	Iteration 15Q: 3 clusters Score -1.291866e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -12918827.000000 Penalty: 5663.218262
	Iteration 16Q: 3 clusters Score -1.291883e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -12918880.000000 Penalty: 5663.218262
	Iteration 17Q: 3 clusters Score -1.291888e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -12918913.000000 Penalty: 5663.218262
	Iteration 18Q: 3 clusters Score -1.291891e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -12918988.000000 Penalty: 5663.218262
	Iteration 19Q: 3 clusters Score -1.291899e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -12919048.000000 Penalty: 5663.218262
	Iteration 20F: 3 clusters Score -1.291905e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -12919055.000000 Penalty: 5663.218262
	Iteration 21Q: 3 clusters Score -1.291906e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -12919069.000000 Penalty: 5663.218262
	Iteration 22Q: 3 clusters Score -1.291907e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -12919083.000000 Penalty: 5663.218262
	Iteration 23Q: 3 clusters Score -1.291908e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -12919091.000000 Penalty: 5663.218262
	Iteration 24Q: 3 clusters Score -1.291909e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -12919120.000000 Penalty: 5663.218262
	Iteration 25Q: 3 clusters Score -1.291912e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -12919103.000000 Penalty: 5663.218262
	Iteration 26Q: 3 clusters Score -1.29191e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -12919106.000000 Penalty: 5663.218262
	Iteration 27Q: 3 clusters Score -1.291911e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -12919113.000000 Penalty: 5663.218262
	Iteration 28Q: 3 clusters Score -1.291911e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -12919121.000000 Penalty: 5663.218262
	Iteration 29Q: 3 clusters Score -1.291912e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -12919137.000000 Penalty: 5663.218262
	Iteration 30Q: 3 clusters Score -1.291914e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -12919134.000000 Penalty: 5663.218262
	Iteration 31Q: 3 clusters Score -1.291913e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -12919135.000000 Penalty: 5663.218262
	Iteration 32Q: 3 clusters Score -1.291914e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -12919127.000000 Penalty: 5663.218262
	Iteration 33Q: 3 clusters Score -1.291913e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -12919114.000000 Penalty: 5663.218262
	Iteration 34Q: 3 clusters Score -1.291911e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -12919113.000000 Penalty: 5663.218262
	Iteration 35Q: 3 clusters Score -1.291911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -12919103.000000 Penalty: 5663.218262
	Iteration 36Q: 3 clusters Score -1.29191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -12919113.000000 Penalty: 5663.218262
	Iteration 37Q: 3 clusters Score -1.291911e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -12919112.000000 Penalty: 5663.218262
	Iteration 38Q: 3 clusters Score -1.291911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -12919119.000000 Penalty: 5663.218262
	Iteration 39Q: 3 clusters Score -1.291912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -12919117.000000 Penalty: 5663.218262
	Iteration 40F: 3 clusters Score -1.291912e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -12919105.000000 Penalty: 5663.218262
	Iteration 41Q: 3 clusters Score -1.29191e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -12919101.000000 Penalty: 5663.218262
	Iteration 42Q: 3 clusters Score -1.29191e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -12919107.000000 Penalty: 5663.218262
	Iteration 43Q: 3 clusters Score -1.291911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -12919100.000000 Penalty: 5663.218262
	Iteration 44Q: 3 clusters Score -1.29191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -12919106.000000 Penalty: 5663.218262
	Iteration 45Q: 3 clusters Score -1.291911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -12919102.000000 Penalty: 5663.218262
	Iteration 46Q: 3 clusters Score -1.29191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -12919085.000000 Penalty: 5663.218262
	Iteration 47Q: 3 clusters Score -1.291908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -12919088.000000 Penalty: 5663.218262
	Iteration 48Q: 3 clusters Score -1.291909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -12919091.000000 Penalty: 5663.218262
	Iteration 49Q: 3 clusters Score -1.291909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -12919088.000000 Penalty: 5663.218262
	Iteration 50Q: 3 clusters Score -1.291909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -12919086.000000 Penalty: 5663.218262
	Iteration 51Q: 3 clusters Score -1.291909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -12919084.000000 Penalty: 5663.218262
	Iteration 52Q: 3 clusters Score -1.291908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -12919090.000000 Penalty: 5663.218262
	Iteration 53Q: 3 clusters Score -1.291909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -12919089.000000 Penalty: 5663.218262
	Iteration 54Q: 3 clusters Score -1.291909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -12919088.000000 Penalty: 5663.218262
	Iteration 55Q: 3 clusters Score -1.291909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -12919086.000000 Penalty: 5663.218262
	Iteration 56Q: 3 clusters Score -1.291909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -12919080.000000 Penalty: 5663.218262
	Iteration 57Q: 3 clusters Score -1.291908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -12919097.000000 Penalty: 5663.218262
	Iteration 58Q: 3 clusters Score -1.29191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -12919095.000000 Penalty: 5663.218262
	Iteration 59Q: 3 clusters Score -1.29191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -12919096.000000 Penalty: 5663.218262
	Iteration 60F: 3 clusters Score -1.29191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -12919095.000000 Penalty: 5663.218262
	Iteration 61Q: 3 clusters Score -1.29191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -12919096.000000 Penalty: 5663.218262
	Iteration 62Q: 3 clusters Score -1.29191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -12919096.000000 Penalty: 5663.218262
	Iteration 63Q: 3 clusters Score -1.29191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -12919109.000000 Penalty: 5663.218262
	Iteration 64Q: 3 clusters Score -1.291911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -12919109.000000 Penalty: 5663.218262
	Iteration 65F: 3 clusters Score -1.291911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 38992 members 
Mstep: Class 3 contains 68426 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 168952 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 63570 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 50160 members 
Mstep: Class 10 contains 12009 members 
Mstep: Class 11 contains 9481 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124917 members 
Mstep: Class 14 contains 41785 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41926 members 
Mstep: Class 17 contains 157107 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1638 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 170871 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Mstep: Class 25 contains 27354 members 
Entering Unmasked Estep 
Score: -147016880.000000 Penalty: 86006.992188
Splitting cluster 7 changes total score from -147017872.000000 to -147016880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Entering Unmasked Estep 
Score: -787436.625000 Penalty: 2135.359131
	Iteration 0F: 2 clusters Score -787436.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -782621.812500 Penalty: 4270.718262
	Iteration 0F: 3 clusters Score -782621.8 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -783849.312500 Penalty: 4270.718262
	Iteration 1F: 3 clusters Score -783849.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -784072.625000 Penalty: 4270.718262
	Iteration 2F: 3 clusters Score -784072.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -784201.250000 Penalty: 4270.718262
	Iteration 3Q: 3 clusters Score -784201.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -784277.625000 Penalty: 4270.718262
	Iteration 4Q: 3 clusters Score -784277.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -784330.062500 Penalty: 4270.718262
	Iteration 5Q: 3 clusters Score -784330.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -784381.875000 Penalty: 4270.718262
	Iteration 6Q: 3 clusters Score -784381.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -784421.000000 Penalty: 4270.718262
	Iteration 7Q: 3 clusters Score -784421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -784445.500000 Penalty: 4270.718262
	Iteration 8Q: 3 clusters Score -784445.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -784466.125000 Penalty: 4270.718262
	Iteration 9Q: 3 clusters Score -784466.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -784481.437500 Penalty: 4270.718262
	Iteration 10Q: 3 clusters Score -784481.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -784493.562500 Penalty: 4270.718262
	Iteration 11Q: 3 clusters Score -784493.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -784502.937500 Penalty: 4270.718262
	Iteration 12Q: 3 clusters Score -784502.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -784515.312500 Penalty: 4270.718262
	Iteration 13Q: 3 clusters Score -784515.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -784526.125000 Penalty: 4270.718262
	Iteration 14Q: 3 clusters Score -784526.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -784534.250000 Penalty: 4270.718262
	Iteration 15Q: 3 clusters Score -784534.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -784542.812500 Penalty: 4270.718262
	Iteration 16Q: 3 clusters Score -784542.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -784550.062500 Penalty: 4270.718262
	Iteration 17Q: 3 clusters Score -784550.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -784555.562500 Penalty: 4270.718262
	Iteration 18Q: 3 clusters Score -784555.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -784562.000000 Penalty: 4270.718262
	Iteration 19Q: 3 clusters Score -784562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -784566.812500 Penalty: 4270.718262
	Iteration 20F: 3 clusters Score -784566.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -784571.312500 Penalty: 4270.718262
	Iteration 21Q: 3 clusters Score -784571.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -784577.750000 Penalty: 4270.718262
	Iteration 22Q: 3 clusters Score -784577.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -784583.500000 Penalty: 4270.718262
	Iteration 23Q: 3 clusters Score -784583.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -784593.250000 Penalty: 4270.718262
	Iteration 24Q: 3 clusters Score -784593.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -784599.500000 Penalty: 4270.718262
	Iteration 25Q: 3 clusters Score -784599.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -784608.250000 Penalty: 4270.718262
	Iteration 26Q: 3 clusters Score -784608.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -784624.062500 Penalty: 4270.718262
	Iteration 27Q: 3 clusters Score -784624.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -784641.437500 Penalty: 4270.718262
	Iteration 28Q: 3 clusters Score -784641.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -784654.625000 Penalty: 4270.718262
	Iteration 29Q: 3 clusters Score -784654.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -784665.062500 Penalty: 4270.718262
	Iteration 30Q: 3 clusters Score -784665.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -784680.875000 Penalty: 4270.718262
	Iteration 31Q: 3 clusters Score -784680.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -784698.687500 Penalty: 4270.718262
	Iteration 32Q: 3 clusters Score -784698.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -784713.812500 Penalty: 4270.718262
	Iteration 33Q: 3 clusters Score -784713.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -784730.187500 Penalty: 4270.718262
	Iteration 34Q: 3 clusters Score -784730.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -784740.562500 Penalty: 4270.718262
	Iteration 35Q: 3 clusters Score -784740.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -784750.500000 Penalty: 4270.718262
	Iteration 36Q: 3 clusters Score -784750.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -784757.062500 Penalty: 4270.718262
	Iteration 37Q: 3 clusters Score -784757.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -784764.062500 Penalty: 4270.718262
	Iteration 38Q: 3 clusters Score -784764.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -784769.375000 Penalty: 4270.718262
	Iteration 39Q: 3 clusters Score -784769.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -784773.687500 Penalty: 4270.718262
	Iteration 40F: 3 clusters Score -784773.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -784778.750000 Penalty: 4270.718262
	Iteration 41Q: 3 clusters Score -784778.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -784785.125000 Penalty: 4270.718262
	Iteration 42Q: 3 clusters Score -784785.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -784794.500000 Penalty: 4270.718262
	Iteration 43Q: 3 clusters Score -784794.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -784802.312500 Penalty: 4270.718262
	Iteration 44Q: 3 clusters Score -784802.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -784812.062500 Penalty: 4270.718262
	Iteration 45Q: 3 clusters Score -784812.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -784819.750000 Penalty: 4270.718262
	Iteration 46Q: 3 clusters Score -784819.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -784828.437500 Penalty: 4270.718262
	Iteration 47Q: 3 clusters Score -784828.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -784836.437500 Penalty: 4270.718262
	Iteration 48Q: 3 clusters Score -784836.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -784841.125000 Penalty: 4270.718262
	Iteration 49Q: 3 clusters Score -784841.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -784848.062500 Penalty: 4270.718262
	Iteration 50Q: 3 clusters Score -784848.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -784854.562500 Penalty: 4270.718262
	Iteration 51Q: 3 clusters Score -784854.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -784861.750000 Penalty: 4270.718262
	Iteration 52Q: 3 clusters Score -784861.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -784865.375000 Penalty: 4270.718262
	Iteration 53Q: 3 clusters Score -784865.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -784871.562500 Penalty: 4270.718262
	Iteration 54Q: 3 clusters Score -784871.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -784878.312500 Penalty: 4270.718262
	Iteration 55Q: 3 clusters Score -784878.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -784881.562500 Penalty: 4270.718262
	Iteration 56Q: 3 clusters Score -784881.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -784889.062500 Penalty: 4270.718262
	Iteration 57Q: 3 clusters Score -784889.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -784897.562500 Penalty: 4270.718262
	Iteration 58Q: 3 clusters Score -784897.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -784905.250000 Penalty: 4270.718262
	Iteration 59Q: 3 clusters Score -784905.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -784915.750000 Penalty: 4270.718262
	Iteration 60F: 3 clusters Score -784915.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -784929.062500 Penalty: 4270.718262
	Iteration 61Q: 3 clusters Score -784929.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -784945.687500 Penalty: 4270.718262
	Iteration 62Q: 3 clusters Score -784945.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -784966.125000 Penalty: 4270.718262
	Iteration 63Q: 3 clusters Score -784966.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -784981.000000 Penalty: 4270.718262
	Iteration 64Q: 3 clusters Score -784981 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -784994.812500 Penalty: 4270.718262
	Iteration 65Q: 3 clusters Score -784994.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -785004.937500 Penalty: 4270.718262
	Iteration 66Q: 3 clusters Score -785004.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -785012.562500 Penalty: 4270.718262
	Iteration 67Q: 3 clusters Score -785012.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -785016.625000 Penalty: 4270.718262
	Iteration 68Q: 3 clusters Score -785016.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -785018.875000 Penalty: 4270.718262
	Iteration 69Q: 3 clusters Score -785018.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -785023.687500 Penalty: 4270.718262
	Iteration 70Q: 3 clusters Score -785023.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -785029.437500 Penalty: 4270.718262
	Iteration 71Q: 3 clusters Score -785029.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -785032.687500 Penalty: 4270.718262
	Iteration 72Q: 3 clusters Score -785032.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -785037.750000 Penalty: 4270.718262
	Iteration 73Q: 3 clusters Score -785037.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -785039.812500 Penalty: 4270.718262
	Iteration 74Q: 3 clusters Score -785039.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -785042.875000 Penalty: 4270.718262
	Iteration 75Q: 3 clusters Score -785042.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -785045.125000 Penalty: 4270.718262
	Iteration 76Q: 3 clusters Score -785045.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -785047.500000 Penalty: 4270.718262
	Iteration 77Q: 3 clusters Score -785047.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -785048.500000 Penalty: 4270.718262
	Iteration 78Q: 3 clusters Score -785048.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -785049.750000 Penalty: 4270.718262
	Iteration 79Q: 3 clusters Score -785049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -785050.562500 Penalty: 4270.718262
	Iteration 80F: 3 clusters Score -785050.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -785051.562500 Penalty: 4270.718262
	Iteration 81Q: 3 clusters Score -785051.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -785054.875000 Penalty: 4270.718262
	Iteration 82Q: 3 clusters Score -785054.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -785056.812500 Penalty: 4270.718262
	Iteration 83Q: 3 clusters Score -785056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -785059.312500 Penalty: 4270.718262
	Iteration 84Q: 3 clusters Score -785059.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -785060.375000 Penalty: 4270.718262
	Iteration 85Q: 3 clusters Score -785060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -785060.187500 Penalty: 4270.718262
	Iteration 86Q: 3 clusters Score -785060.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -785062.750000 Penalty: 4270.718262
	Iteration 87Q: 3 clusters Score -785062.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -785061.062500 Penalty: 4270.718262
	Iteration 88Q: 3 clusters Score -785061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -785064.750000 Penalty: 4270.718262
	Iteration 89Q: 3 clusters Score -785064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -785064.500000 Penalty: 4270.718262
	Iteration 90Q: 3 clusters Score -785064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -785065.312500 Penalty: 4270.718262
	Iteration 91Q: 3 clusters Score -785065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -785065.937500 Penalty: 4270.718262
	Iteration 92Q: 3 clusters Score -785065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -785066.750000 Penalty: 4270.718262
	Iteration 93Q: 3 clusters Score -785066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -785066.062500 Penalty: 4270.718262
	Iteration 94Q: 3 clusters Score -785066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -785066.062500 Penalty: 4270.718262
	Iteration 95F: 3 clusters Score -785066.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Entering Unmasked Estep 
Score: -7111479.500000 Penalty: 2684.097412
	Iteration 0F: 2 clusters Score -7111480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -7077732.500000 Penalty: 5368.194824
	Iteration 0F: 3 clusters Score -7077732 nChanged 23224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -7090393.000000 Penalty: 5368.194824
	Iteration 1F: 3 clusters Score -7090393 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -7090966.000000 Penalty: 5368.194824
	Iteration 2Q: 3 clusters Score -7090966 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -7091741.000000 Penalty: 5368.194824
	Iteration 3Q: 3 clusters Score -7091741 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -7092795.500000 Penalty: 5368.194824
	Iteration 4Q: 3 clusters Score -7092796 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -7094254.000000 Penalty: 5368.194824
	Iteration 5F: 3 clusters Score -7094254 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -7096437.000000 Penalty: 5368.194824
	Iteration 6F: 3 clusters Score -7096437 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -7098866.000000 Penalty: 5368.194824
	Iteration 7F: 3 clusters Score -7098866 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -7101405.500000 Penalty: 5368.194824
	Iteration 8F: 3 clusters Score -7101406 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -7103546.000000 Penalty: 5368.194824
	Iteration 9F: 3 clusters Score -7103546 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -7105102.500000 Penalty: 5368.194824
	Iteration 10Q: 3 clusters Score -7105102 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -7106053.500000 Penalty: 5368.194824
	Iteration 11Q: 3 clusters Score -7106054 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -7106643.000000 Penalty: 5368.194824
	Iteration 12Q: 3 clusters Score -7106643 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -7106992.500000 Penalty: 5368.194824
	Iteration 13Q: 3 clusters Score -7106992 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -7107267.000000 Penalty: 5368.194824
	Iteration 14Q: 3 clusters Score -7107267 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -7107530.500000 Penalty: 5368.194824
	Iteration 15Q: 3 clusters Score -7107530 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -7107843.500000 Penalty: 5368.194824
	Iteration 16Q: 3 clusters Score -7107844 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -7108084.500000 Penalty: 5368.194824
	Iteration 17Q: 3 clusters Score -7108084 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -7108310.000000 Penalty: 5368.194824
	Iteration 18Q: 3 clusters Score -7108310 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -7108522.000000 Penalty: 5368.194824
	Iteration 19Q: 3 clusters Score -7108522 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -7108721.000000 Penalty: 5368.194824
	Iteration 20F: 3 clusters Score -7108721 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -7108936.000000 Penalty: 5368.194824
	Iteration 21Q: 3 clusters Score -7108936 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -7109126.500000 Penalty: 5368.194824
	Iteration 22Q: 3 clusters Score -7109126 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -7109300.000000 Penalty: 5368.194824
	Iteration 23Q: 3 clusters Score -7109300 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -7109428.500000 Penalty: 5368.194824
	Iteration 24Q: 3 clusters Score -7109428 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -7109534.500000 Penalty: 5368.194824
	Iteration 25Q: 3 clusters Score -7109534 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -7109633.500000 Penalty: 5368.194824
	Iteration 26Q: 3 clusters Score -7109634 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -7109732.000000 Penalty: 5368.194824
	Iteration 27Q: 3 clusters Score -7109732 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -7109797.000000 Penalty: 5368.194824
	Iteration 28Q: 3 clusters Score -7109797 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -7109833.000000 Penalty: 5368.194824
	Iteration 29Q: 3 clusters Score -7109833 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -7109886.500000 Penalty: 5368.194824
	Iteration 30Q: 3 clusters Score -7109886 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -7109936.500000 Penalty: 5368.194824
	Iteration 31Q: 3 clusters Score -7109936 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -7109975.000000 Penalty: 5368.194824
	Iteration 32Q: 3 clusters Score -7109975 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -7109986.000000 Penalty: 5368.194824
	Iteration 33Q: 3 clusters Score -7109986 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -7110037.000000 Penalty: 5368.194824
	Iteration 34Q: 3 clusters Score -7110037 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -7110046.000000 Penalty: 5368.194824
	Iteration 35Q: 3 clusters Score -7110046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -7110085.500000 Penalty: 5368.194824
	Iteration 36Q: 3 clusters Score -7110086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -7110108.000000 Penalty: 5368.194824
	Iteration 37Q: 3 clusters Score -7110108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -7110128.000000 Penalty: 5368.194824
	Iteration 38Q: 3 clusters Score -7110128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -7110139.000000 Penalty: 5368.194824
	Iteration 39Q: 3 clusters Score -7110139 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -7110147.000000 Penalty: 5368.194824
	Iteration 40F: 3 clusters Score -7110147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -7110159.000000 Penalty: 5368.194824
	Iteration 41Q: 3 clusters Score -7110159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -7110161.500000 Penalty: 5368.194824
	Iteration 42Q: 3 clusters Score -7110162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -7110176.000000 Penalty: 5368.194824
	Iteration 43Q: 3 clusters Score -7110176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -7110173.500000 Penalty: 5368.194824
	Iteration 44Q: 3 clusters Score -7110174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -7110193.500000 Penalty: 5368.194824
	Iteration 45Q: 3 clusters Score -7110194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -7110182.000000 Penalty: 5368.194824
	Iteration 46Q: 3 clusters Score -7110182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -7110184.500000 Penalty: 5368.194824
	Iteration 47Q: 3 clusters Score -7110184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -7110188.500000 Penalty: 5368.194824
	Iteration 48Q: 3 clusters Score -7110188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -7110190.500000 Penalty: 5368.194824
	Iteration 49Q: 3 clusters Score -7110190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -7110189.000000 Penalty: 5368.194824
	Iteration 50Q: 3 clusters Score -7110189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -7110187.000000 Penalty: 5368.194824
	Iteration 51Q: 3 clusters Score -7110187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -7110187.500000 Penalty: 5368.194824
	Iteration 52Q: 3 clusters Score -7110188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -7110195.500000 Penalty: 5368.194824
	Iteration 53Q: 3 clusters Score -7110196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -7110197.000000 Penalty: 5368.194824
	Iteration 54Q: 3 clusters Score -7110197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -7110187.500000 Penalty: 5368.194824
	Iteration 55Q: 3 clusters Score -7110188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -7110199.000000 Penalty: 5368.194824
	Iteration 56Q: 3 clusters Score -7110199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -7110199.500000 Penalty: 5368.194824
	Iteration 57Q: 3 clusters Score -7110200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -7110206.500000 Penalty: 5368.194824
	Iteration 58Q: 3 clusters Score -7110206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -7110206.000000 Penalty: 5368.194824
	Iteration 59Q: 3 clusters Score -7110206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -7110213.500000 Penalty: 5368.194824
	Iteration 60F: 3 clusters Score -7110214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -7110216.000000 Penalty: 5368.194824
	Iteration 61Q: 3 clusters Score -7110216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -7110219.500000 Penalty: 5368.194824
	Iteration 62Q: 3 clusters Score -7110220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -7110216.000000 Penalty: 5368.194824
	Iteration 63Q: 3 clusters Score -7110216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -7110220.000000 Penalty: 5368.194824
	Iteration 64Q: 3 clusters Score -7110220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -7110220.000000 Penalty: 5368.194824
	Iteration 65F: 3 clusters Score -7110220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Entering Unmasked Estep 
Score: -1724202.375000 Penalty: 2329.566162
	Iteration 0F: 2 clusters Score -1724202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1715106.750000 Penalty: 4659.132324
	Iteration 0F: 3 clusters Score -1715107 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1717870.625000 Penalty: 4659.132324
	Iteration 1F: 3 clusters Score -1717871 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1718182.250000 Penalty: 4659.132324
	Iteration 2F: 3 clusters Score -1718182 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1718402.875000 Penalty: 4659.132324
	Iteration 3Q: 3 clusters Score -1718403 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1718569.375000 Penalty: 4659.132324
	Iteration 4Q: 3 clusters Score -1718569 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1718711.750000 Penalty: 4659.132324
	Iteration 5Q: 3 clusters Score -1718712 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1718869.625000 Penalty: 4659.132324
	Iteration 6Q: 3 clusters Score -1718870 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1719025.625000 Penalty: 4659.132324
	Iteration 7Q: 3 clusters Score -1719026 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1719219.500000 Penalty: 4659.132324
	Iteration 8Q: 3 clusters Score -1719220 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1719455.125000 Penalty: 4659.132324
	Iteration 9Q: 3 clusters Score -1719455 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1719765.375000 Penalty: 4659.132324
	Iteration 10Q: 3 clusters Score -1719765 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1720150.500000 Penalty: 4659.132324
	Iteration 11Q: 3 clusters Score -1720150 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1720596.625000 Penalty: 4659.132324
	Iteration 12Q: 3 clusters Score -1720597 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1721122.500000 Penalty: 4659.132324
	Iteration 13Q: 3 clusters Score -1721122 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1721547.375000 Penalty: 4659.132324
	Iteration 14Q: 3 clusters Score -1721547 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1721832.750000 Penalty: 4659.132324
	Iteration 15Q: 3 clusters Score -1721833 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1722039.500000 Penalty: 4659.132324
	Iteration 16Q: 3 clusters Score -1722040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1722152.250000 Penalty: 4659.132324
	Iteration 17Q: 3 clusters Score -1722152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1722225.375000 Penalty: 4659.132324
	Iteration 18Q: 3 clusters Score -1722225 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1722271.875000 Penalty: 4659.132324
	Iteration 19Q: 3 clusters Score -1722272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1722298.250000 Penalty: 4659.132324
	Iteration 20F: 3 clusters Score -1722298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1722318.500000 Penalty: 4659.132324
	Iteration 21Q: 3 clusters Score -1722318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1722330.125000 Penalty: 4659.132324
	Iteration 22Q: 3 clusters Score -1722330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1722339.750000 Penalty: 4659.132324
	Iteration 23Q: 3 clusters Score -1722340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1722343.375000 Penalty: 4659.132324
	Iteration 24Q: 3 clusters Score -1722343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1722352.375000 Penalty: 4659.132324
	Iteration 25Q: 3 clusters Score -1722352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1722352.500000 Penalty: 4659.132324
	Iteration 26Q: 3 clusters Score -1722352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1722351.125000 Penalty: 4659.132324
	Iteration 27Q: 3 clusters Score -1722351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1722357.375000 Penalty: 4659.132324
	Iteration 28Q: 3 clusters Score -1722357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1722357.375000 Penalty: 4659.132324
	Iteration 29F: 3 clusters Score -1722357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Entering Unmasked Estep 
Score: -1335209.500000 Penalty: 2270.947266
	Iteration 0F: 2 clusters Score -1335210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1327776.750000 Penalty: 4541.894531
	Iteration 0F: 3 clusters Score -1327777 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1329837.750000 Penalty: 4541.894531
	Iteration 1F: 3 clusters Score -1329838 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1330123.500000 Penalty: 4541.894531
	Iteration 2F: 3 clusters Score -1330124 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1330347.375000 Penalty: 4541.894531
	Iteration 3F: 3 clusters Score -1330347 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1330524.500000 Penalty: 4541.894531
	Iteration 4Q: 3 clusters Score -1330524 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1330697.625000 Penalty: 4541.894531
	Iteration 5Q: 3 clusters Score -1330698 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1330909.625000 Penalty: 4541.894531
	Iteration 6Q: 3 clusters Score -1330910 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1331135.375000 Penalty: 4541.894531
	Iteration 7Q: 3 clusters Score -1331135 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1331407.375000 Penalty: 4541.894531
	Iteration 8Q: 3 clusters Score -1331407 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1331722.625000 Penalty: 4541.894531
	Iteration 9Q: 3 clusters Score -1331723 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1332056.125000 Penalty: 4541.894531
	Iteration 10Q: 3 clusters Score -1332056 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1332393.625000 Penalty: 4541.894531
	Iteration 11Q: 3 clusters Score -1332394 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1332650.000000 Penalty: 4541.894531
	Iteration 12Q: 3 clusters Score -1332650 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1332817.375000 Penalty: 4541.894531
	Iteration 13Q: 3 clusters Score -1332817 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1332938.000000 Penalty: 4541.894531
	Iteration 14Q: 3 clusters Score -1332938 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1333035.000000 Penalty: 4541.894531
	Iteration 15Q: 3 clusters Score -1333035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1333081.000000 Penalty: 4541.894531
	Iteration 16Q: 3 clusters Score -1333081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1333120.500000 Penalty: 4541.894531
	Iteration 17Q: 3 clusters Score -1333120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1333135.625000 Penalty: 4541.894531
	Iteration 18Q: 3 clusters Score -1333136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1333146.500000 Penalty: 4541.894531
	Iteration 19Q: 3 clusters Score -1333146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1333160.375000 Penalty: 4541.894531
	Iteration 20F: 3 clusters Score -1333160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1333169.875000 Penalty: 4541.894531
	Iteration 21Q: 3 clusters Score -1333170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1333175.500000 Penalty: 4541.894531
	Iteration 22Q: 3 clusters Score -1333176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1333186.250000 Penalty: 4541.894531
	Iteration 23Q: 3 clusters Score -1333186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1333198.750000 Penalty: 4541.894531
	Iteration 24Q: 3 clusters Score -1333199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1333214.625000 Penalty: 4541.894531
	Iteration 25Q: 3 clusters Score -1333215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1333221.625000 Penalty: 4541.894531
	Iteration 26Q: 3 clusters Score -1333222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1333230.125000 Penalty: 4541.894531
	Iteration 27Q: 3 clusters Score -1333230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1333241.375000 Penalty: 4541.894531
	Iteration 28Q: 3 clusters Score -1333241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1333249.375000 Penalty: 4541.894531
	Iteration 29Q: 3 clusters Score -1333249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1333260.250000 Penalty: 4541.894531
	Iteration 30Q: 3 clusters Score -1333260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1333268.125000 Penalty: 4541.894531
	Iteration 31Q: 3 clusters Score -1333268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1333269.750000 Penalty: 4541.894531
	Iteration 32Q: 3 clusters Score -1333270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1333278.250000 Penalty: 4541.894531
	Iteration 33Q: 3 clusters Score -1333278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1333282.125000 Penalty: 4541.894531
	Iteration 34Q: 3 clusters Score -1333282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1333280.875000 Penalty: 4541.894531
	Iteration 35Q: 3 clusters Score -1333281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1333286.125000 Penalty: 4541.894531
	Iteration 36Q: 3 clusters Score -1333286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1333290.750000 Penalty: 4541.894531
	Iteration 37Q: 3 clusters Score -1333291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1333294.125000 Penalty: 4541.894531
	Iteration 38Q: 3 clusters Score -1333294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1333294.875000 Penalty: 4541.894531
	Iteration 39Q: 3 clusters Score -1333295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1333294.875000 Penalty: 4541.894531
	Iteration 40F: 3 clusters Score -1333295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -10858.999023 Penalty: 1137.072021
	Iteration 0F: 2 clusters Score -10859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10089.715820 Penalty: 2274.144043
	Iteration 0F: 3 clusters Score -10089.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (124917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124917 members 
Entering Unmasked Estep 
Score: -17707396.000000 Penalty: 2910.380371
	Iteration 0F: 2 clusters Score -1.77074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -17625204.000000 Penalty: 5820.760742
	Iteration 0F: 3 clusters Score -1.76252e+07 nChanged 59392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -17658720.000000 Penalty: 5820.760742
	Iteration 1F: 3 clusters Score -1.765872e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -17659458.000000 Penalty: 5820.760742
	Iteration 2Q: 3 clusters Score -1.765946e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -17660234.000000 Penalty: 5820.760742
	Iteration 3Q: 3 clusters Score -1.766023e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -17661070.000000 Penalty: 5820.760742
	Iteration 4Q: 3 clusters Score -1.766107e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -17662298.000000 Penalty: 5820.760742
	Iteration 5Q: 3 clusters Score -1.76623e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -17663738.000000 Penalty: 5820.760742
	Iteration 6Q: 3 clusters Score -1.766374e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -17665746.000000 Penalty: 5820.760742
	Iteration 7Q: 3 clusters Score -1.766575e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -17668106.000000 Penalty: 5820.760742
	Iteration 8Q: 3 clusters Score -1.766811e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -17670966.000000 Penalty: 5820.760742
	Iteration 9Q: 3 clusters Score -1.767097e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -17674512.000000 Penalty: 5820.760742
	Iteration 10F: 3 clusters Score -1.767451e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -17678726.000000 Penalty: 5820.760742
	Iteration 11F: 3 clusters Score -1.767873e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -17683066.000000 Penalty: 5820.760742
	Iteration 12F: 3 clusters Score -1.768307e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -17686532.000000 Penalty: 5820.760742
	Iteration 13F: 3 clusters Score -1.768653e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -17688450.000000 Penalty: 5820.760742
	Iteration 14Q: 3 clusters Score -1.768845e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -17689608.000000 Penalty: 5820.760742
	Iteration 15Q: 3 clusters Score -1.768961e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 82742 members 
Entering Unmasked Estep 
Score: -17690402.000000 Penalty: 5820.760742
	Iteration 16Q: 3 clusters Score -1.76904e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -17690990.000000 Penalty: 5820.760742
	Iteration 17Q: 3 clusters Score -1.769099e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -17691586.000000 Penalty: 5820.760742
	Iteration 18Q: 3 clusters Score -1.769159e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -17692340.000000 Penalty: 5820.760742
	Iteration 19Q: 3 clusters Score -1.769234e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -17693106.000000 Penalty: 5820.760742
	Iteration 20F: 3 clusters Score -1.769311e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -17693858.000000 Penalty: 5820.760742
	Iteration 21Q: 3 clusters Score -1.769386e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 94204 members 
Entering Unmasked Estep 
Score: -17694612.000000 Penalty: 5820.760742
	Iteration 22Q: 3 clusters Score -1.769461e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -17695434.000000 Penalty: 5820.760742
	Iteration 23Q: 3 clusters Score -1.769543e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -17696240.000000 Penalty: 5820.760742
	Iteration 24Q: 3 clusters Score -1.769624e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -17697162.000000 Penalty: 5820.760742
	Iteration 25Q: 3 clusters Score -1.769716e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 102685 members 
Entering Unmasked Estep 
Score: -17697942.000000 Penalty: 5820.760742
	Iteration 26Q: 3 clusters Score -1.769794e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
Score: -17698708.000000 Penalty: 5820.760742
	Iteration 27Q: 3 clusters Score -1.769871e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 106478 members 
Entering Unmasked Estep 
Score: -17699360.000000 Penalty: 5820.760742
	Iteration 28Q: 3 clusters Score -1.769936e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -17699998.000000 Penalty: 5820.760742
	Iteration 29Q: 3 clusters Score -1.77e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 109893 members 
Entering Unmasked Estep 
Score: -17700662.000000 Penalty: 5820.760742
	Iteration 30Q: 3 clusters Score -1.770066e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 111433 members 
Entering Unmasked Estep 
Score: -17701322.000000 Penalty: 5820.760742
	Iteration 31Q: 3 clusters Score -1.770132e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 112882 members 
Entering Unmasked Estep 
Score: -17701796.000000 Penalty: 5820.760742
	Iteration 32Q: 3 clusters Score -1.77018e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -17702218.000000 Penalty: 5820.760742
	Iteration 33Q: 3 clusters Score -1.770222e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 115490 members 
Entering Unmasked Estep 
Score: -17702628.000000 Penalty: 5820.760742
	Iteration 34Q: 3 clusters Score -1.770263e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 116609 members 
Entering Unmasked Estep 
Score: -17703084.000000 Penalty: 5820.760742
	Iteration 35Q: 3 clusters Score -1.770308e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 117632 members 
Entering Unmasked Estep 
Score: -17703440.000000 Penalty: 5820.760742
	Iteration 36Q: 3 clusters Score -1.770344e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 118530 members 
Entering Unmasked Estep 
Score: -17703692.000000 Penalty: 5820.760742
	Iteration 37Q: 3 clusters Score -1.770369e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 119316 members 
Entering Unmasked Estep 
Score: -17703942.000000 Penalty: 5820.760742
	Iteration 38Q: 3 clusters Score -1.770394e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 119972 members 
Entering Unmasked Estep 
Score: -17704116.000000 Penalty: 5820.760742
	Iteration 39Q: 3 clusters Score -1.770412e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 120507 members 
Entering Unmasked Estep 
Score: -17704310.000000 Penalty: 5820.760742
	Iteration 40F: 3 clusters Score -1.770431e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 121007 members 
Entering Unmasked Estep 
Score: -17704432.000000 Penalty: 5820.760742
	Iteration 41Q: 3 clusters Score -1.770443e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 121436 members 
Entering Unmasked Estep 
Score: -17704564.000000 Penalty: 5820.760742
	Iteration 42Q: 3 clusters Score -1.770456e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 121784 members 
Entering Unmasked Estep 
Score: -17704688.000000 Penalty: 5820.760742
	Iteration 43Q: 3 clusters Score -1.770469e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 122081 members 
Entering Unmasked Estep 
Score: -17704738.000000 Penalty: 5820.760742
	Iteration 44Q: 3 clusters Score -1.770474e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 122328 members 
Entering Unmasked Estep 
Score: -17704852.000000 Penalty: 5820.760742
	Iteration 45Q: 3 clusters Score -1.770485e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 122526 members 
Entering Unmasked Estep 
Score: -17704894.000000 Penalty: 5820.760742
	Iteration 46Q: 3 clusters Score -1.770489e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 122690 members 
Entering Unmasked Estep 
Score: -17704920.000000 Penalty: 5820.760742
	Iteration 47Q: 3 clusters Score -1.770492e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 122817 members 
Entering Unmasked Estep 
Score: -17704968.000000 Penalty: 5820.760742
	Iteration 48Q: 3 clusters Score -1.770497e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 122931 members 
Entering Unmasked Estep 
Score: -17704994.000000 Penalty: 5820.760742
	Iteration 49Q: 3 clusters Score -1.770499e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -17705022.000000 Penalty: 5820.760742
	Iteration 50Q: 3 clusters Score -1.770502e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 123121 members 
Entering Unmasked Estep 
Score: -17705044.000000 Penalty: 5820.760742
	Iteration 51Q: 3 clusters Score -1.770504e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 123188 members 
Entering Unmasked Estep 
Score: -17705084.000000 Penalty: 5820.760742
	Iteration 52Q: 3 clusters Score -1.770508e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 123250 members 
Entering Unmasked Estep 
Score: -17705100.000000 Penalty: 5820.760742
	Iteration 53Q: 3 clusters Score -1.77051e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 123304 members 
Entering Unmasked Estep 
Score: -17705114.000000 Penalty: 5820.760742
	Iteration 54Q: 3 clusters Score -1.770511e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 123359 members 
Entering Unmasked Estep 
Score: -17705136.000000 Penalty: 5820.760742
	Iteration 55Q: 3 clusters Score -1.770514e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 123411 members 
Entering Unmasked Estep 
Score: -17705138.000000 Penalty: 5820.760742
	Iteration 56Q: 3 clusters Score -1.770514e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 123449 members 
Entering Unmasked Estep 
Score: -17705146.000000 Penalty: 5820.760742
	Iteration 57Q: 3 clusters Score -1.770515e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 123489 members 
Entering Unmasked Estep 
Score: -17705158.000000 Penalty: 5820.760742
	Iteration 58Q: 3 clusters Score -1.770516e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 123523 members 
Entering Unmasked Estep 
Score: -17705184.000000 Penalty: 5820.760742
	Iteration 59Q: 3 clusters Score -1.770518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 123554 members 
Entering Unmasked Estep 
Score: -17705186.000000 Penalty: 5820.760742
	Iteration 60F: 3 clusters Score -1.770519e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 123580 members 
Entering Unmasked Estep 
Score: -17705210.000000 Penalty: 5820.760742
	Iteration 61Q: 3 clusters Score -1.770521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 123598 members 
Entering Unmasked Estep 
Score: -17705208.000000 Penalty: 5820.760742
	Iteration 62Q: 3 clusters Score -1.770521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 123614 members 
Entering Unmasked Estep 
Score: -17705222.000000 Penalty: 5820.760742
	Iteration 63Q: 3 clusters Score -1.770522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 123635 members 
Entering Unmasked Estep 
Score: -17705224.000000 Penalty: 5820.760742
	Iteration 64Q: 3 clusters Score -1.770522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 123648 members 
Entering Unmasked Estep 
Score: -17705250.000000 Penalty: 5820.760742
	Iteration 65Q: 3 clusters Score -1.770525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 123663 members 
Entering Unmasked Estep 
Score: -17705240.000000 Penalty: 5820.760742
	Iteration 66Q: 3 clusters Score -1.770524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 123680 members 
Entering Unmasked Estep 
Score: -17705222.000000 Penalty: 5820.760742
	Iteration 67Q: 3 clusters Score -1.770522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 123697 members 
Entering Unmasked Estep 
Score: -17705242.000000 Penalty: 5820.760742
	Iteration 68Q: 3 clusters Score -1.770524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 123711 members 
Entering Unmasked Estep 
Score: -17705240.000000 Penalty: 5820.760742
	Iteration 69Q: 3 clusters Score -1.770524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 123717 members 
Entering Unmasked Estep 
Score: -17705234.000000 Penalty: 5820.760742
	Iteration 70Q: 3 clusters Score -1.770523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 123720 members 
Entering Unmasked Estep 
Score: -17705242.000000 Penalty: 5820.760742
	Iteration 71Q: 3 clusters Score -1.770524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 123725 members 
Entering Unmasked Estep 
Score: -17705244.000000 Penalty: 5820.760742
	Iteration 72Q: 3 clusters Score -1.770524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 123728 members 
Entering Unmasked Estep 
Score: -17705250.000000 Penalty: 5820.760742
	Iteration 73Q: 3 clusters Score -1.770525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 123734 members 
Entering Unmasked Estep 
Score: -17705240.000000 Penalty: 5820.760742
	Iteration 74Q: 3 clusters Score -1.770524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 123739 members 
Entering Unmasked Estep 
Score: -17705248.000000 Penalty: 5820.760742
	Iteration 75Q: 3 clusters Score -1.770525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -17705244.000000 Penalty: 5820.760742
	Iteration 76Q: 3 clusters Score -1.770524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -17705244.000000 Penalty: 5820.760742
	Iteration 77F: 3 clusters Score -1.770524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Entering Unmasked Estep 
Score: -5972975.500000 Penalty: 2638.792725
	Iteration 0F: 2 clusters Score -5972976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -5944830.000000 Penalty: 5277.585449
	Iteration 0F: 3 clusters Score -5944830 nChanged 19073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5954999.000000 Penalty: 5277.585449
	Iteration 1F: 3 clusters Score -5954999 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -5955460.500000 Penalty: 5277.585449
	Iteration 2Q: 3 clusters Score -5955460 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5955886.500000 Penalty: 5277.585449
	Iteration 3Q: 3 clusters Score -5955886 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -5956318.500000 Penalty: 5277.585449
	Iteration 4Q: 3 clusters Score -5956318 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -5956815.500000 Penalty: 5277.585449
	Iteration 5Q: 3 clusters Score -5956816 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -5957387.000000 Penalty: 5277.585449
	Iteration 6Q: 3 clusters Score -5957387 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -5958223.000000 Penalty: 5277.585449
	Iteration 7Q: 3 clusters Score -5958223 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -5959503.000000 Penalty: 5277.585449
	Iteration 8F: 3 clusters Score -5959503 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -5961219.500000 Penalty: 5277.585449
	Iteration 9F: 3 clusters Score -5961220 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -5963324.000000 Penalty: 5277.585449
	Iteration 10F: 3 clusters Score -5963324 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -5965592.000000 Penalty: 5277.585449
	Iteration 11F: 3 clusters Score -5965592 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -5967668.500000 Penalty: 5277.585449
	Iteration 12F: 3 clusters Score -5967668 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5969041.500000 Penalty: 5277.585449
	Iteration 13Q: 3 clusters Score -5969042 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5969716.500000 Penalty: 5277.585449
	Iteration 14Q: 3 clusters Score -5969716 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5970132.500000 Penalty: 5277.585449
	Iteration 15Q: 3 clusters Score -5970132 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5970325.500000 Penalty: 5277.585449
	Iteration 16Q: 3 clusters Score -5970326 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5970436.000000 Penalty: 5277.585449
	Iteration 17Q: 3 clusters Score -5970436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5970525.000000 Penalty: 5277.585449
	Iteration 18Q: 3 clusters Score -5970525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5970572.000000 Penalty: 5277.585449
	Iteration 19Q: 3 clusters Score -5970572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5970597.000000 Penalty: 5277.585449
	Iteration 20F: 3 clusters Score -5970597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5970619.500000 Penalty: 5277.585449
	Iteration 21Q: 3 clusters Score -5970620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5970645.000000 Penalty: 5277.585449
	Iteration 22Q: 3 clusters Score -5970645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5970656.000000 Penalty: 5277.585449
	Iteration 23Q: 3 clusters Score -5970656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5970663.500000 Penalty: 5277.585449
	Iteration 24Q: 3 clusters Score -5970664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5970671.500000 Penalty: 5277.585449
	Iteration 25Q: 3 clusters Score -5970672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5970673.000000 Penalty: 5277.585449
	Iteration 26Q: 3 clusters Score -5970673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5970676.500000 Penalty: 5277.585449
	Iteration 27Q: 3 clusters Score -5970676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5970677.000000 Penalty: 5277.585449
	Iteration 28Q: 3 clusters Score -5970677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5970683.500000 Penalty: 5277.585449
	Iteration 29Q: 3 clusters Score -5970684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5970683.000000 Penalty: 5277.585449
	Iteration 30Q: 3 clusters Score -5970683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5970686.500000 Penalty: 5277.585449
	Iteration 31Q: 3 clusters Score -5970686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5970689.000000 Penalty: 5277.585449
	Iteration 32Q: 3 clusters Score -5970689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5970690.000000 Penalty: 5277.585449
	Iteration 33Q: 3 clusters Score -5970690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5970694.000000 Penalty: 5277.585449
	Iteration 34Q: 3 clusters Score -5970694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5970690.000000 Penalty: 5277.585449
	Iteration 35Q: 3 clusters Score -5970690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5970690.000000 Penalty: 5277.585449
	Iteration 36F: 3 clusters Score -5970690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -151787.703125 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -151787.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -149772.843750 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -149772.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150082.578125 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -150082.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -150191.265625 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -150191.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150254.531250 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -150254.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150326.328125 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -150326.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150390.000000 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -150390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -150430.234375 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -150430.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150452.859375 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -150452.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -150471.109375 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -150471.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150484.671875 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -150484.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -150494.578125 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -150494.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -150501.390625 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -150501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150507.203125 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -150507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -150512.296875 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -150512.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -150516.906250 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -150516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150519.000000 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -150519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150522.953125 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -150523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150528.640625 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -150528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150533.359375 Penalty: 3469.445801
	Iteration 18Q: 3 clusters Score -150533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -150537.546875 Penalty: 3469.445801
	Iteration 19Q: 3 clusters Score -150537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -150540.781250 Penalty: 3469.445801
	Iteration 20F: 3 clusters Score -150540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -150541.828125 Penalty: 3469.445801
	Iteration 21Q: 3 clusters Score -150541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -150544.203125 Penalty: 3469.445801
	Iteration 22Q: 3 clusters Score -150544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -150545.484375 Penalty: 3469.445801
	Iteration 23Q: 3 clusters Score -150545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -150546.328125 Penalty: 3469.445801
	Iteration 24Q: 3 clusters Score -150546.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150546.578125 Penalty: 3469.445801
	Iteration 25Q: 3 clusters Score -150546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150546.578125 Penalty: 3469.445801
	Iteration 26F: 3 clusters Score -150546.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Entering Unmasked Estep 
Score: -5756990.000000 Penalty: 2639.627930
	Iteration 0F: 2 clusters Score -5756990 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 20892 members 
Entering Unmasked Estep 
Score: -5728542.500000 Penalty: 5279.255859
	Iteration 0F: 3 clusters Score -5728542 nChanged 19206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -5739202.000000 Penalty: 5279.255859
	Iteration 1F: 3 clusters Score -5739202 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -5739678.000000 Penalty: 5279.255859
	Iteration 2Q: 3 clusters Score -5739678 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -5740104.000000 Penalty: 5279.255859
	Iteration 3Q: 3 clusters Score -5740104 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -5740540.000000 Penalty: 5279.255859
	Iteration 4Q: 3 clusters Score -5740540 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -5741002.500000 Penalty: 5279.255859
	Iteration 5Q: 3 clusters Score -5741002 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -5741576.500000 Penalty: 5279.255859
	Iteration 6Q: 3 clusters Score -5741576 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -5742355.500000 Penalty: 5279.255859
	Iteration 7Q: 3 clusters Score -5742356 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5743567.500000 Penalty: 5279.255859
	Iteration 8F: 3 clusters Score -5743568 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -5745323.000000 Penalty: 5279.255859
	Iteration 9F: 3 clusters Score -5745323 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -5747570.000000 Penalty: 5279.255859
	Iteration 10F: 3 clusters Score -5747570 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -5750005.500000 Penalty: 5279.255859
	Iteration 11F: 3 clusters Score -5750006 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -5752255.500000 Penalty: 5279.255859
	Iteration 12F: 3 clusters Score -5752256 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5753706.000000 Penalty: 5279.255859
	Iteration 13Q: 3 clusters Score -5753706 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5754416.000000 Penalty: 5279.255859
	Iteration 14Q: 3 clusters Score -5754416 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5754754.000000 Penalty: 5279.255859
	Iteration 15Q: 3 clusters Score -5754754 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5754978.000000 Penalty: 5279.255859
	Iteration 16Q: 3 clusters Score -5754978 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5755100.000000 Penalty: 5279.255859
	Iteration 17Q: 3 clusters Score -5755100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5755147.500000 Penalty: 5279.255859
	Iteration 18Q: 3 clusters Score -5755148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5755184.000000 Penalty: 5279.255859
	Iteration 19Q: 3 clusters Score -5755184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5755191.000000 Penalty: 5279.255859
	Iteration 20F: 3 clusters Score -5755191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5755202.500000 Penalty: 5279.255859
	Iteration 21Q: 3 clusters Score -5755202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5755213.500000 Penalty: 5279.255859
	Iteration 22Q: 3 clusters Score -5755214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5755229.000000 Penalty: 5279.255859
	Iteration 23Q: 3 clusters Score -5755229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5755227.000000 Penalty: 5279.255859
	Iteration 24Q: 3 clusters Score -5755227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5755241.000000 Penalty: 5279.255859
	Iteration 25Q: 3 clusters Score -5755241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5755246.000000 Penalty: 5279.255859
	Iteration 26Q: 3 clusters Score -5755246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5755244.000000 Penalty: 5279.255859
	Iteration 27Q: 3 clusters Score -5755244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5755246.000000 Penalty: 5279.255859
	Iteration 28Q: 3 clusters Score -5755246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5755254.000000 Penalty: 5279.255859
	Iteration 29Q: 3 clusters Score -5755254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5755249.000000 Penalty: 5279.255859
	Iteration 30Q: 3 clusters Score -5755249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5755254.000000 Penalty: 5279.255859
	Iteration 31Q: 3 clusters Score -5755254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5755252.500000 Penalty: 5279.255859
	Iteration 32Q: 3 clusters Score -5755252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5755252.500000 Penalty: 5279.255859
	Iteration 33F: 3 clusters Score -5755252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (157107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157107 members 
Entering Unmasked Estep 
Score: -22082540.000000 Penalty: 2967.241211
	Iteration 0F: 2 clusters Score -2.208254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 78272 members 
Entering Unmasked Estep 
Score: -21979766.000000 Penalty: 5934.482422
	Iteration 0F: 3 clusters Score -2.197977e+07 nChanged 75109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -22023852.000000 Penalty: 5934.482422
	Iteration 1F: 3 clusters Score -2.202385e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
Score: -22025272.000000 Penalty: 5934.482422
	Iteration 2Q: 3 clusters Score -2.202527e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87804 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -22027124.000000 Penalty: 5934.482422
	Iteration 3Q: 3 clusters Score -2.202712e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -22030114.000000 Penalty: 5934.482422
	Iteration 4Q: 3 clusters Score -2.203011e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100578 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -22035228.000000 Penalty: 5934.482422
	Iteration 5F: 3 clusters Score -2.203523e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110363 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -22042764.000000 Penalty: 5934.482422
	Iteration 6F: 3 clusters Score -2.204276e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121544 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -22052254.000000 Penalty: 5934.482422
	Iteration 7F: 3 clusters Score -2.205225e+07 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132202 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -22061514.000000 Penalty: 5934.482422
	Iteration 8F: 3 clusters Score -2.206151e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140747 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -22068812.000000 Penalty: 5934.482422
	Iteration 9F: 3 clusters Score -2.206881e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146797 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -22073706.000000 Penalty: 5934.482422
	Iteration 10Q: 3 clusters Score -2.207371e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -22076296.000000 Penalty: 5934.482422
	Iteration 11Q: 3 clusters Score -2.20763e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153159 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -22077938.000000 Penalty: 5934.482422
	Iteration 12Q: 3 clusters Score -2.207794e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154627 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -22078786.000000 Penalty: 5934.482422
	Iteration 13Q: 3 clusters Score -2.207879e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155443 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -22079268.000000 Penalty: 5934.482422
	Iteration 14Q: 3 clusters Score -2.207927e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155911 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -22079554.000000 Penalty: 5934.482422
	Iteration 15Q: 3 clusters Score -2.207955e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -22079694.000000 Penalty: 5934.482422
	Iteration 16Q: 3 clusters Score -2.207969e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -22079790.000000 Penalty: 5934.482422
	Iteration 17Q: 3 clusters Score -2.207979e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -22079838.000000 Penalty: 5934.482422
	Iteration 18Q: 3 clusters Score -2.207984e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156455 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -22079896.000000 Penalty: 5934.482422
	Iteration 19Q: 3 clusters Score -2.20799e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156495 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -22079896.000000 Penalty: 5934.482422
	Iteration 20F: 3 clusters Score -2.20799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156513 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -22079926.000000 Penalty: 5934.482422
	Iteration 21Q: 3 clusters Score -2.207993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156530 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -22079974.000000 Penalty: 5934.482422
	Iteration 22Q: 3 clusters Score -2.207997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156550 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22079998.000000 Penalty: 5934.482422
	Iteration 23Q: 3 clusters Score -2.208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156562 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -22079992.000000 Penalty: 5934.482422
	Iteration 24Q: 3 clusters Score -2.207999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156577 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -22080028.000000 Penalty: 5934.482422
	Iteration 25Q: 3 clusters Score -2.208003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156594 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -22080032.000000 Penalty: 5934.482422
	Iteration 26Q: 3 clusters Score -2.208003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156605 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -22080046.000000 Penalty: 5934.482422
	Iteration 27Q: 3 clusters Score -2.208005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156608 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22080046.000000 Penalty: 5934.482422
	Iteration 28Q: 3 clusters Score -2.208005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156609 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22080042.000000 Penalty: 5934.482422
	Iteration 29Q: 3 clusters Score -2.208004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156613 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22080056.000000 Penalty: 5934.482422
	Iteration 30Q: 3 clusters Score -2.208006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156615 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22080052.000000 Penalty: 5934.482422
	Iteration 31Q: 3 clusters Score -2.208005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156618 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -22080056.000000 Penalty: 5934.482422
	Iteration 32Q: 3 clusters Score -2.208006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156623 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22080070.000000 Penalty: 5934.482422
	Iteration 33Q: 3 clusters Score -2.208007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156629 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22080070.000000 Penalty: 5934.482422
	Iteration 34Q: 3 clusters Score -2.208007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156630 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22080074.000000 Penalty: 5934.482422
	Iteration 35Q: 3 clusters Score -2.208007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156631 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22080072.000000 Penalty: 5934.482422
	Iteration 36Q: 3 clusters Score -2.208007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156631 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22080072.000000 Penalty: 5934.482422
	Iteration 37F: 3 clusters Score -2.208007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -35929.718750 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -35929.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34632.078125 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -34632.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34723.324219 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -34723.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34742.457031 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -34742.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34756.781250 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -34756.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34760.250000 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -34760.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34765.691406 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -34765.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34765.691406 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -34765.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -220311.062500 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -220311.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -217911.500000 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -217911.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -218340.359375 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -218340.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -218450.359375 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -218450.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -218513.390625 Penalty: 3671.010742
	Iteration 3Q: 3 clusters Score -218513.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -218550.078125 Penalty: 3671.010742
	Iteration 4Q: 3 clusters Score -218550.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -218582.562500 Penalty: 3671.010742
	Iteration 5Q: 3 clusters Score -218582.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -218609.812500 Penalty: 3671.010742
	Iteration 6Q: 3 clusters Score -218609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -218619.500000 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -218619.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -218631.140625 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -218631.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -218638.062500 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -218638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -218643.187500 Penalty: 3671.010742
	Iteration 10Q: 3 clusters Score -218643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -218645.750000 Penalty: 3671.010742
	Iteration 11Q: 3 clusters Score -218645.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -218649.250000 Penalty: 3671.010742
	Iteration 12Q: 3 clusters Score -218649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -218654.468750 Penalty: 3671.010742
	Iteration 13Q: 3 clusters Score -218654.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -218664.046875 Penalty: 3671.010742
	Iteration 14Q: 3 clusters Score -218664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -218671.875000 Penalty: 3671.010742
	Iteration 15Q: 3 clusters Score -218671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -218676.796875 Penalty: 3671.010742
	Iteration 16Q: 3 clusters Score -218676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -218681.640625 Penalty: 3671.010742
	Iteration 17Q: 3 clusters Score -218681.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -218686.531250 Penalty: 3671.010742
	Iteration 18Q: 3 clusters Score -218686.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -218692.093750 Penalty: 3671.010742
	Iteration 19Q: 3 clusters Score -218692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -218697.515625 Penalty: 3671.010742
	Iteration 20F: 3 clusters Score -218697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -218699.703125 Penalty: 3671.010742
	Iteration 21Q: 3 clusters Score -218699.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -218701.031250 Penalty: 3671.010742
	Iteration 22Q: 3 clusters Score -218701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -218701.031250 Penalty: 3671.010742
	Iteration 23F: 3 clusters Score -218701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -52894.515625 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -52894.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51529.828125 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -51529.83 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51944.175781 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -51944.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52198.718750 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -52198.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52354.203125 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -52354.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52484.632812 Penalty: 3012.230225
	Iteration 4F: 3 clusters Score -52484.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52588.621094 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -52588.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52628.910156 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -52628.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52657.875000 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -52657.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -52684.179688 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -52684.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52691.406250 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -52691.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52698.367188 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -52698.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52705.367188 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -52705.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52707.605469 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -52707.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52711.347656 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -52711.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52711.347656 Penalty: 3012.230225
	Iteration 14F: 3 clusters Score -52711.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -36126.699219 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -36126.7 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 121 members 
Entering Unmasked Estep 
Score: -34878.312500 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -34878.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -34988.019531 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -34988.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35039.156250 Penalty: 2805.372070
	Iteration 2F: 3 clusters Score -35039.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35050.242188 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -35050.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35054.113281 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -35054.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35057.238281 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -35057.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35057.238281 Penalty: 2805.372070
	Iteration 6F: 3 clusters Score -35057.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170871 members 
Entering Unmasked Estep 
Score: -24318492.000000 Penalty: 2988.068604
	Iteration 0F: 2 clusters Score -2.431849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -24219316.000000 Penalty: 5976.137207
	Iteration 0F: 3 clusters Score -2.421932e+07 nChanged 81627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -24266334.000000 Penalty: 5976.137207
	Iteration 1F: 3 clusters Score -2.426633e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -24267174.000000 Penalty: 5976.137207
	Iteration 2Q: 3 clusters Score -2.426717e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -24268130.000000 Penalty: 5976.137207
	Iteration 3Q: 3 clusters Score -2.426813e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 94338 members 
Entering Unmasked Estep 
Score: -24269700.000000 Penalty: 5976.137207
	Iteration 4Q: 3 clusters Score -2.42697e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -24271962.000000 Penalty: 5976.137207
	Iteration 5Q: 3 clusters Score -2.427196e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 107049 members 
Entering Unmasked Estep 
Score: -24276282.000000 Penalty: 5976.137207
	Iteration 6F: 3 clusters Score -2.427628e+07 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 117081 members 
Entering Unmasked Estep 
Score: -24283058.000000 Penalty: 5976.137207
	Iteration 7F: 3 clusters Score -2.428306e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 128303 members 
Entering Unmasked Estep 
Score: -24291876.000000 Penalty: 5976.137207
	Iteration 8F: 3 clusters Score -2.429188e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 138255 members 
Entering Unmasked Estep 
Score: -24301008.000000 Penalty: 5976.137207
	Iteration 9F: 3 clusters Score -2.430101e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 145273 members 
Entering Unmasked Estep 
Score: -24308134.000000 Penalty: 5976.137207
	Iteration 10F: 3 clusters Score -2.430813e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 149696 members 
Entering Unmasked Estep 
Score: -24312422.000000 Penalty: 5976.137207
	Iteration 11Q: 3 clusters Score -2.431242e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 152608 members 
Entering Unmasked Estep 
Score: -24314672.000000 Penalty: 5976.137207
	Iteration 12Q: 3 clusters Score -2.431467e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 155039 members 
Entering Unmasked Estep 
Score: -24315766.000000 Penalty: 5976.137207
	Iteration 13Q: 3 clusters Score -2.431577e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 157257 members 
Entering Unmasked Estep 
Score: -24316390.000000 Penalty: 5976.137207
	Iteration 14Q: 3 clusters Score -2.431639e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 159258 members 
Entering Unmasked Estep 
Score: -24316744.000000 Penalty: 5976.137207
	Iteration 15Q: 3 clusters Score -2.431674e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 161103 members 
Entering Unmasked Estep 
Score: -24316880.000000 Penalty: 5976.137207
	Iteration 16Q: 3 clusters Score -2.431688e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -24316886.000000 Penalty: 5976.137207
	Iteration 17Q: 3 clusters Score -2.431689e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 164307 members 
Entering Unmasked Estep 
Score: -24316728.000000 Penalty: 5976.137207
	Iteration 18Q: 3 clusters Score -2.431673e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 165667 members 
Entering Unmasked Estep 
Score: -24316786.000000 Penalty: 5976.137207
	Iteration 19Q: 3 clusters Score -2.431679e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 166775 members 
Entering Unmasked Estep 
Score: -24316808.000000 Penalty: 5976.137207
	Iteration 20F: 3 clusters Score -2.431681e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 167703 members 
Entering Unmasked Estep 
Score: -24316634.000000 Penalty: 5976.137207
	Iteration 21Q: 3 clusters Score -2.431663e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 168401 members 
Entering Unmasked Estep 
Score: -24316600.000000 Penalty: 5976.137207
	Iteration 22Q: 3 clusters Score -2.43166e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -24316614.000000 Penalty: 5976.137207
	Iteration 23Q: 3 clusters Score -2.431661e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 169363 members 
Entering Unmasked Estep 
Score: -24316566.000000 Penalty: 5976.137207
	Iteration 24Q: 3 clusters Score -2.431657e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -24316526.000000 Penalty: 5976.137207
	Iteration 25Q: 3 clusters Score -2.431653e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 169805 members 
Entering Unmasked Estep 
Score: -24316532.000000 Penalty: 5976.137207
	Iteration 26Q: 3 clusters Score -2.431653e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 169917 members 
Entering Unmasked Estep 
Score: -24316484.000000 Penalty: 5976.137207
	Iteration 27Q: 3 clusters Score -2.431648e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 169997 members 
Entering Unmasked Estep 
Score: -24316474.000000 Penalty: 5976.137207
	Iteration 28Q: 3 clusters Score -2.431647e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 170045 members 
Entering Unmasked Estep 
Score: -24316442.000000 Penalty: 5976.137207
	Iteration 29Q: 3 clusters Score -2.431644e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 170082 members 
Entering Unmasked Estep 
Score: -24316494.000000 Penalty: 5976.137207
	Iteration 30Q: 3 clusters Score -2.431649e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 170115 members 
Entering Unmasked Estep 
Score: -24316444.000000 Penalty: 5976.137207
	Iteration 31Q: 3 clusters Score -2.431644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 170137 members 
Entering Unmasked Estep 
Score: -24316456.000000 Penalty: 5976.137207
	Iteration 32Q: 3 clusters Score -2.431646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 170152 members 
Entering Unmasked Estep 
Score: -24316462.000000 Penalty: 5976.137207
	Iteration 33Q: 3 clusters Score -2.431646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 170163 members 
Entering Unmasked Estep 
Score: -24316468.000000 Penalty: 5976.137207
	Iteration 34Q: 3 clusters Score -2.431647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 170169 members 
Entering Unmasked Estep 
Score: -24316474.000000 Penalty: 5976.137207
	Iteration 35Q: 3 clusters Score -2.431647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 170174 members 
Entering Unmasked Estep 
Score: -24316468.000000 Penalty: 5976.137207
	Iteration 36Q: 3 clusters Score -2.431647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 170180 members 
Entering Unmasked Estep 
Score: -24316466.000000 Penalty: 5976.137207
	Iteration 37Q: 3 clusters Score -2.431647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 170185 members 
Entering Unmasked Estep 
Score: -24316464.000000 Penalty: 5976.137207
	Iteration 38Q: 3 clusters Score -2.431646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 170186 members 
Entering Unmasked Estep 
Score: -24316446.000000 Penalty: 5976.137207
	Iteration 39Q: 3 clusters Score -2.431645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 170189 members 
Entering Unmasked Estep 
Score: -24316466.000000 Penalty: 5976.137207
	Iteration 40F: 3 clusters Score -2.431647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 170189 members 
Entering Unmasked Estep 
Score: -24316472.000000 Penalty: 5976.137207
	Iteration 41Q: 3 clusters Score -2.431647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 170193 members 
Entering Unmasked Estep 
Score: -24316484.000000 Penalty: 5976.137207
	Iteration 42Q: 3 clusters Score -2.431648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 170197 members 
Entering Unmasked Estep 
Score: -24316484.000000 Penalty: 5976.137207
	Iteration 43Q: 3 clusters Score -2.431648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 170199 members 
Entering Unmasked Estep 
Score: -24316470.000000 Penalty: 5976.137207
	Iteration 44Q: 3 clusters Score -2.431647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 170199 members 
Entering Unmasked Estep 
Score: -24316480.000000 Penalty: 5976.137207
	Iteration 45Q: 3 clusters Score -2.431648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -24316478.000000 Penalty: 5976.137207
	Iteration 46Q: 3 clusters Score -2.431648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 170205 members 
Entering Unmasked Estep 
Score: -24316470.000000 Penalty: 5976.137207
	Iteration 47Q: 3 clusters Score -2.431647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 170206 members 
Entering Unmasked Estep 
Score: -24316468.000000 Penalty: 5976.137207
	Iteration 48Q: 3 clusters Score -2.431647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 170208 members 
Entering Unmasked Estep 
Score: -24316452.000000 Penalty: 5976.137207
	Iteration 49Q: 3 clusters Score -2.431645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -24316456.000000 Penalty: 5976.137207
	Iteration 50Q: 3 clusters Score -2.431646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -24316456.000000 Penalty: 5976.137207
	Iteration 51F: 3 clusters Score -2.431646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -297994.250000 Penalty: 1901.919067
	Iteration 0F: 2 clusters Score -297994.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -295284.375000 Penalty: 3803.838135
	Iteration 0F: 3 clusters Score -295284.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -295792.062500 Penalty: 3803.838135
	Iteration 1F: 3 clusters Score -295792.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -295950.750000 Penalty: 3803.838135
	Iteration 2F: 3 clusters Score -295950.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -296009.281250 Penalty: 3803.838135
	Iteration 3Q: 3 clusters Score -296009.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -296049.843750 Penalty: 3803.838135
	Iteration 4Q: 3 clusters Score -296049.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -296086.593750 Penalty: 3803.838135
	Iteration 5Q: 3 clusters Score -296086.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -296120.250000 Penalty: 3803.838135
	Iteration 6Q: 3 clusters Score -296120.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -296145.343750 Penalty: 3803.838135
	Iteration 7Q: 3 clusters Score -296145.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -296160.281250 Penalty: 3803.838135
	Iteration 8Q: 3 clusters Score -296160.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -296170.281250 Penalty: 3803.838135
	Iteration 9Q: 3 clusters Score -296170.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -296179.375000 Penalty: 3803.838135
	Iteration 10Q: 3 clusters Score -296179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -296187.218750 Penalty: 3803.838135
	Iteration 11Q: 3 clusters Score -296187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -296192.843750 Penalty: 3803.838135
	Iteration 12Q: 3 clusters Score -296192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -296196.750000 Penalty: 3803.838135
	Iteration 13Q: 3 clusters Score -296196.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -296202.500000 Penalty: 3803.838135
	Iteration 14Q: 3 clusters Score -296202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -296205.343750 Penalty: 3803.838135
	Iteration 15Q: 3 clusters Score -296205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -296209.875000 Penalty: 3803.838135
	Iteration 16Q: 3 clusters Score -296209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -296211.281250 Penalty: 3803.838135
	Iteration 17Q: 3 clusters Score -296211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -296212.375000 Penalty: 3803.838135
	Iteration 18Q: 3 clusters Score -296212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -296212.375000 Penalty: 3803.838135
	Iteration 19F: 3 clusters Score -296212.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -68247.414062 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -68247.41 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 276 members 
Entering Unmasked Estep 
Score: -66697.515625 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -66697.52 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66952.960938 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -66952.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67059.734375 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -67059.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67232.742188 Penalty: 3130.620361
	Iteration 3Q: 3 clusters Score -67232.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67407.570312 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -67407.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67487.242188 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -67487.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67532.148438 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -67532.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67556.968750 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -67556.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67579.804688 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -67579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67598.546875 Penalty: 3130.620361
	Iteration 9Q: 3 clusters Score -67598.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67598.546875 Penalty: 3130.620361
	Iteration 10F: 3 clusters Score -67598.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 38992 members 
Mstep: Class 3 contains 68426 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 168952 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 90924 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 50160 members 
Mstep: Class 10 contains 12009 members 
Mstep: Class 11 contains 9481 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124917 members 
Mstep: Class 14 contains 41785 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41926 members 
Mstep: Class 17 contains 157107 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1638 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 170871 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017696.000000 Penalty: 82566.710938
Iteration 119Q: 25 clusters Score -1.470177e+08 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 38968 members 
Mstep: Class 3 contains 68620 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 168969 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 91010 members 
Mstep: Class 8 contains 5482 members 
Mstep: Class 9 contains 49352 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 9520 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124783 members 
Mstep: Class 14 contains 41764 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41839 members 
Mstep: Class 17 contains 157080 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1642 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 171265 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017440.000000 Penalty: 82566.710938
Iteration 120F: 25 clusters Score -1.470174e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 38955 members 
Mstep: Class 3 contains 68810 members 
Mstep: Class 4 contains 960 members 
Mstep: Class 5 contains 169019 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 91043 members 
Mstep: Class 8 contains 5468 members 
Mstep: Class 9 contains 48544 members 
Mstep: Class 10 contains 11790 members 
Mstep: Class 11 contains 9546 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124675 members 
Mstep: Class 14 contains 41745 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41762 members 
Mstep: Class 17 contains 157050 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 171642 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017168.000000 Penalty: 82566.710938
Iteration 121Q: 25 clusters Score -1.470172e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 38926 members 
Mstep: Class 3 contains 69027 members 
Mstep: Class 4 contains 960 members 
Mstep: Class 5 contains 169088 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 91089 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 47671 members 
Mstep: Class 10 contains 11686 members 
Mstep: Class 11 contains 9560 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124582 members 
Mstep: Class 14 contains 41712 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41683 members 
Mstep: Class 17 contains 157030 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 172051 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017376.000000 Penalty: 82566.710938
Iteration 122Q: 25 clusters Score -1.470174e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 38908 members 
Mstep: Class 3 contains 69250 members 
Mstep: Class 4 contains 960 members 
Mstep: Class 5 contains 169090 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 91155 members 
Mstep: Class 8 contains 5435 members 
Mstep: Class 9 contains 46855 members 
Mstep: Class 10 contains 11575 members 
Mstep: Class 11 contains 9569 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124532 members 
Mstep: Class 14 contains 41682 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41618 members 
Mstep: Class 17 contains 157002 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 172409 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017520.000000 Penalty: 82566.710938
Iteration 123Q: 25 clusters Score -1.470175e+08 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 38889 members 
Mstep: Class 3 contains 69491 members 
Mstep: Class 4 contains 961 members 
Mstep: Class 5 contains 169061 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 91234 members 
Mstep: Class 8 contains 5419 members 
Mstep: Class 9 contains 46101 members 
Mstep: Class 10 contains 11458 members 
Mstep: Class 11 contains 9569 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124467 members 
Mstep: Class 14 contains 41658 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41555 members 
Mstep: Class 17 contains 156993 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 172738 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147016880.000000 Penalty: 82566.710938
Iteration 124Q: 25 clusters Score -1.470169e+08 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 38884 members 
Mstep: Class 3 contains 69731 members 
Mstep: Class 4 contains 960 members 
Mstep: Class 5 contains 169102 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 91338 members 
Mstep: Class 8 contains 5406 members 
Mstep: Class 9 contains 45360 members 
Mstep: Class 10 contains 11339 members 
Mstep: Class 11 contains 9578 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124362 members 
Mstep: Class 14 contains 41639 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41500 members 
Mstep: Class 17 contains 156960 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 173029 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147016704.000000 Penalty: 82566.710938
Iteration 125Q: 25 clusters Score -1.470167e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 70633 members 
Mstep: Class 2 contains 38894 members 
Mstep: Class 3 contains 69986 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 169153 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 91465 members 
Mstep: Class 8 contains 5397 members 
Mstep: Class 9 contains 44612 members 
Mstep: Class 10 contains 11232 members 
Mstep: Class 11 contains 9583 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124205 members 
Mstep: Class 14 contains 41624 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41453 members 
Mstep: Class 17 contains 156929 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1658 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 173297 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017216.000000 Penalty: 82566.710938
Iteration 126Q: 25 clusters Score -1.470172e+08 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 38905 members 
Mstep: Class 3 contains 70250 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 169213 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 91583 members 
Mstep: Class 8 contains 5381 members 
Mstep: Class 9 contains 43910 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 9590 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 124042 members 
Mstep: Class 14 contains 41603 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41406 members 
Mstep: Class 17 contains 156865 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1661 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 173573 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017360.000000 Penalty: 82566.710938
Iteration 127Q: 25 clusters Score -1.470174e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 38911 members 
Mstep: Class 3 contains 70507 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 169316 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 91709 members 
Mstep: Class 8 contains 5376 members 
Mstep: Class 9 contains 43177 members 
Mstep: Class 10 contains 11001 members 
Mstep: Class 11 contains 9591 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 123883 members 
Mstep: Class 14 contains 41593 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41357 members 
Mstep: Class 17 contains 156804 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 173860 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017216.000000 Penalty: 82566.710938
Iteration 128Q: 25 clusters Score -1.470172e+08 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 38912 members 
Mstep: Class 3 contains 70766 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 169409 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 91805 members 
Mstep: Class 8 contains 5368 members 
Mstep: Class 9 contains 42445 members 
Mstep: Class 10 contains 10890 members 
Mstep: Class 11 contains 9599 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 123764 members 
Mstep: Class 14 contains 41566 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41323 members 
Mstep: Class 17 contains 156750 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1670 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 174154 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017120.000000 Penalty: 82566.710938
Iteration 129Q: 25 clusters Score -1.470171e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 72010 members 
Mstep: Class 2 contains 38919 members 
Mstep: Class 3 contains 71025 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 169501 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 91910 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 41750 members 
Mstep: Class 10 contains 10790 members 
Mstep: Class 11 contains 9617 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 123618 members 
Mstep: Class 14 contains 41554 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41282 members 
Mstep: Class 17 contains 156694 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 174417 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017408.000000 Penalty: 82566.710938
Iteration 130Q: 25 clusters Score -1.470174e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 38918 members 
Mstep: Class 3 contains 71272 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 169605 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 92016 members 
Mstep: Class 8 contains 5363 members 
Mstep: Class 9 contains 41095 members 
Mstep: Class 10 contains 10687 members 
Mstep: Class 11 contains 9632 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 123470 members 
Mstep: Class 14 contains 41534 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 156634 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 174683 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017312.000000 Penalty: 82566.710938
Iteration 131Q: 25 clusters Score -1.470173e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 38913 members 
Mstep: Class 3 contains 71509 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 169664 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 92118 members 
Mstep: Class 8 contains 5365 members 
Mstep: Class 9 contains 40496 members 
Mstep: Class 10 contains 10592 members 
Mstep: Class 11 contains 9640 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 123339 members 
Mstep: Class 14 contains 41517 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41195 members 
Mstep: Class 17 contains 156622 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 174870 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017456.000000 Penalty: 82566.710938
Iteration 132Q: 25 clusters Score -1.470175e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 38932 members 
Mstep: Class 3 contains 71753 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 169725 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 92230 members 
Mstep: Class 8 contains 5363 members 
Mstep: Class 9 contains 39928 members 
Mstep: Class 10 contains 10471 members 
Mstep: Class 11 contains 9659 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 123203 members 
Mstep: Class 14 contains 41494 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41163 members 
Mstep: Class 17 contains 156594 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 175038 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017200.000000 Penalty: 82566.710938
Iteration 133Q: 25 clusters Score -1.470172e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 38935 members 
Mstep: Class 3 contains 72017 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 169830 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 92368 members 
Mstep: Class 8 contains 5364 members 
Mstep: Class 9 contains 39411 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 123053 members 
Mstep: Class 14 contains 41477 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41123 members 
Mstep: Class 17 contains 156536 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 175176 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147016800.000000 Penalty: 82566.710938
Iteration 134Q: 25 clusters Score -1.470168e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 38935 members 
Mstep: Class 3 contains 72294 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 169912 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 92456 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 38863 members 
Mstep: Class 10 contains 10218 members 
Mstep: Class 11 contains 9671 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122946 members 
Mstep: Class 14 contains 41465 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41090 members 
Mstep: Class 17 contains 156487 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 175348 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017008.000000 Penalty: 82566.710938
Iteration 135Q: 25 clusters Score -1.47017e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 38922 members 
Mstep: Class 3 contains 72587 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 169982 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 92539 members 
Mstep: Class 8 contains 5360 members 
Mstep: Class 9 contains 38301 members 
Mstep: Class 10 contains 10093 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122870 members 
Mstep: Class 14 contains 41441 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41057 members 
Mstep: Class 17 contains 156471 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 175518 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147016976.000000 Penalty: 82566.710938
Iteration 136Q: 25 clusters Score -1.47017e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 38904 members 
Mstep: Class 3 contains 72879 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170053 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 92600 members 
Mstep: Class 8 contains 5364 members 
Mstep: Class 9 contains 37734 members 
Mstep: Class 10 contains 9970 members 
Mstep: Class 11 contains 9684 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122782 members 
Mstep: Class 14 contains 41430 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41024 members 
Mstep: Class 17 contains 156444 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 175715 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017392.000000 Penalty: 82566.710938
Iteration 137Q: 25 clusters Score -1.470174e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 38880 members 
Mstep: Class 3 contains 73117 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170138 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 92663 members 
Mstep: Class 8 contains 5365 members 
Mstep: Class 9 contains 37187 members 
Mstep: Class 10 contains 9877 members 
Mstep: Class 11 contains 9686 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122709 members 
Mstep: Class 14 contains 41407 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 41000 members 
Mstep: Class 17 contains 156424 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 175911 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017392.000000 Penalty: 82566.710938
Iteration 138Q: 25 clusters Score -1.470174e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 38859 members 
Mstep: Class 3 contains 73369 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170208 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 92714 members 
Mstep: Class 8 contains 5361 members 
Mstep: Class 9 contains 36637 members 
Mstep: Class 10 contains 9798 members 
Mstep: Class 11 contains 9695 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122648 members 
Mstep: Class 14 contains 41396 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40971 members 
Mstep: Class 17 contains 156398 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1687 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 176099 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017696.000000 Penalty: 82566.710938
Iteration 139Q: 25 clusters Score -1.470177e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 38859 members 
Mstep: Class 3 contains 73628 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 92762 members 
Mstep: Class 8 contains 5361 members 
Mstep: Class 9 contains 36120 members 
Mstep: Class 10 contains 9729 members 
Mstep: Class 11 contains 9704 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122571 members 
Mstep: Class 14 contains 41384 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40934 members 
Mstep: Class 17 contains 156389 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 176262 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017808.000000 Penalty: 82566.710938
Iteration 140F: 25 clusters Score -1.470178e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 38847 members 
Mstep: Class 3 contains 73851 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170329 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 92820 members 
Mstep: Class 8 contains 5360 members 
Mstep: Class 9 contains 35652 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 9708 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122488 members 
Mstep: Class 14 contains 41369 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40893 members 
Mstep: Class 17 contains 156390 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 176391 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018224.000000 Penalty: 82566.710938
Iteration 141Q: 25 clusters Score -1.470182e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 38828 members 
Mstep: Class 3 contains 74067 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170405 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 92893 members 
Mstep: Class 8 contains 5353 members 
Mstep: Class 9 contains 35202 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 9713 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122424 members 
Mstep: Class 14 contains 41354 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40869 members 
Mstep: Class 17 contains 156411 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 176505 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018256.000000 Penalty: 82566.710938
Iteration 142Q: 25 clusters Score -1.470183e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 74987 members 
Mstep: Class 2 contains 38829 members 
Mstep: Class 3 contains 74270 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170458 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 92946 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 34731 members 
Mstep: Class 10 contains 9498 members 
Mstep: Class 11 contains 9718 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122348 members 
Mstep: Class 14 contains 41343 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40839 members 
Mstep: Class 17 contains 156429 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 176675 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018208.000000 Penalty: 82566.710938
Iteration 143Q: 25 clusters Score -1.470182e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 38818 members 
Mstep: Class 3 contains 74491 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170516 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93018 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 34277 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 9724 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122264 members 
Mstep: Class 14 contains 41337 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40809 members 
Mstep: Class 17 contains 156467 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 176790 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017888.000000 Penalty: 82566.710938
Iteration 144Q: 25 clusters Score -1.470179e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 38800 members 
Mstep: Class 3 contains 74705 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170591 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93088 members 
Mstep: Class 8 contains 5352 members 
Mstep: Class 9 contains 33864 members 
Mstep: Class 10 contains 9316 members 
Mstep: Class 11 contains 9729 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122160 members 
Mstep: Class 14 contains 41330 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 156507 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 176891 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017792.000000 Penalty: 82566.710938
Iteration 145Q: 25 clusters Score -1.470178e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 38779 members 
Mstep: Class 3 contains 74902 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170649 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93150 members 
Mstep: Class 8 contains 5355 members 
Mstep: Class 9 contains 33466 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 9735 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 122050 members 
Mstep: Class 14 contains 41325 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40764 members 
Mstep: Class 17 contains 156550 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 177008 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017808.000000 Penalty: 82566.710938
Iteration 146Q: 25 clusters Score -1.470178e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 38759 members 
Mstep: Class 3 contains 75088 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170681 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93216 members 
Mstep: Class 8 contains 5351 members 
Mstep: Class 9 contains 33078 members 
Mstep: Class 10 contains 9144 members 
Mstep: Class 11 contains 9746 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121962 members 
Mstep: Class 14 contains 41313 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40744 members 
Mstep: Class 17 contains 156609 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 177125 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017664.000000 Penalty: 82566.710938
Iteration 147Q: 25 clusters Score -1.470177e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 38745 members 
Mstep: Class 3 contains 75284 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170696 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93266 members 
Mstep: Class 8 contains 5349 members 
Mstep: Class 9 contains 32696 members 
Mstep: Class 10 contains 9067 members 
Mstep: Class 11 contains 9743 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121895 members 
Mstep: Class 14 contains 41307 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40728 members 
Mstep: Class 17 contains 156658 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 177256 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017664.000000 Penalty: 82566.710938
Iteration 148Q: 25 clusters Score -1.470177e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 38728 members 
Mstep: Class 3 contains 75444 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170739 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93311 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 32351 members 
Mstep: Class 10 contains 9011 members 
Mstep: Class 11 contains 9743 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121819 members 
Mstep: Class 14 contains 41306 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40695 members 
Mstep: Class 17 contains 156728 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 177366 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017648.000000 Penalty: 82566.710938
Iteration 149Q: 25 clusters Score -1.470176e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 38716 members 
Mstep: Class 3 contains 75585 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170784 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93371 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 31976 members 
Mstep: Class 10 contains 8953 members 
Mstep: Class 11 contains 9743 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121737 members 
Mstep: Class 14 contains 41310 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40665 members 
Mstep: Class 17 contains 156789 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 177507 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017728.000000 Penalty: 82566.710938
Iteration 150Q: 25 clusters Score -1.470177e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 38695 members 
Mstep: Class 3 contains 75737 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170827 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93405 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 31599 members 
Mstep: Class 10 contains 8891 members 
Mstep: Class 11 contains 9738 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121663 members 
Mstep: Class 14 contains 41310 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40637 members 
Mstep: Class 17 contains 156874 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 177653 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 151Q: 25 clusters Score -1.470177e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 38689 members 
Mstep: Class 3 contains 75907 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170855 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93450 members 
Mstep: Class 8 contains 5336 members 
Mstep: Class 9 contains 31216 members 
Mstep: Class 10 contains 8832 members 
Mstep: Class 11 contains 9720 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121599 members 
Mstep: Class 14 contains 41304 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40624 members 
Mstep: Class 17 contains 156929 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 177792 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017552.000000 Penalty: 82566.710938
Iteration 152Q: 25 clusters Score -1.470176e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 38673 members 
Mstep: Class 3 contains 76062 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170887 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93492 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 30866 members 
Mstep: Class 10 contains 8776 members 
Mstep: Class 11 contains 9714 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121526 members 
Mstep: Class 14 contains 41298 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40600 members 
Mstep: Class 17 contains 156971 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 177931 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
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Iteration 153Q: 25 clusters Score -1.470177e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 76427 members 
Mstep: Class 2 contains 38663 members 
Mstep: Class 3 contains 76194 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170923 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93533 members 
Mstep: Class 8 contains 5331 members 
Mstep: Class 9 contains 30528 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 9719 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121452 members 
Mstep: Class 14 contains 41298 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40584 members 
Mstep: Class 17 contains 157000 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 178067 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
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Iteration 154Q: 25 clusters Score -1.470175e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 76531 members 
Mstep: Class 2 contains 38666 members 
Mstep: Class 3 contains 76327 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170955 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93563 members 
Mstep: Class 8 contains 5328 members 
Mstep: Class 9 contains 30221 members 
Mstep: Class 10 contains 8643 members 
Mstep: Class 11 contains 9715 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121376 members 
Mstep: Class 14 contains 41300 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40571 members 
Mstep: Class 17 contains 157038 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 178193 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
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Iteration 155Q: 25 clusters Score -1.470174e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 38659 members 
Mstep: Class 3 contains 76440 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170988 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93593 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 29926 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 9708 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121346 members 
Mstep: Class 14 contains 41289 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40552 members 
Mstep: Class 17 contains 157097 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 178304 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
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Iteration 156Q: 25 clusters Score -1.470174e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 76696 members 
Mstep: Class 2 contains 38657 members 
Mstep: Class 3 contains 76561 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 170998 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93652 members 
Mstep: Class 8 contains 5320 members 
Mstep: Class 9 contains 29584 members 
Mstep: Class 10 contains 8523 members 
Mstep: Class 11 contains 9707 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121314 members 
Mstep: Class 14 contains 41285 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40538 members 
Mstep: Class 17 contains 157138 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 178454 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017504.000000 Penalty: 82566.710938
Iteration 157Q: 25 clusters Score -1.470175e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 38667 members 
Mstep: Class 3 contains 76677 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171027 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93703 members 
Mstep: Class 8 contains 5315 members 
Mstep: Class 9 contains 29277 members 
Mstep: Class 10 contains 8474 members 
Mstep: Class 11 contains 9706 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121293 members 
Mstep: Class 14 contains 41281 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40532 members 
Mstep: Class 17 contains 157165 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 178542 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017584.000000 Penalty: 82566.710938
Iteration 158Q: 25 clusters Score -1.470176e+08 nChanged 998
Entering ConstructFrom: 
Score: -147017584.000000 Penalty: 82566.710938
Entering ConstructFrom: 
Trying to split cluster 1 (76838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Entering Unmasked Estep 
Score: -10946342.000000 Penalty: 2789.864746
	Iteration 0F: 2 clusters Score -1.094634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -10894762.000000 Penalty: 5579.729492
	Iteration 0F: 3 clusters Score -1.089476e+07 nChanged 36184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -10915439.000000 Penalty: 5579.729492
	Iteration 1F: 3 clusters Score -1.091544e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -10916211.000000 Penalty: 5579.729492
	Iteration 2Q: 3 clusters Score -1.091621e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -10917057.000000 Penalty: 5579.729492
	Iteration 3Q: 3 clusters Score -1.091706e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -10918161.000000 Penalty: 5579.729492
	Iteration 4Q: 3 clusters Score -1.091816e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -10919635.000000 Penalty: 5579.729492
	Iteration 5Q: 3 clusters Score -1.091964e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -10921781.000000 Penalty: 5579.729492
	Iteration 6Q: 3 clusters Score -1.092178e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -10924731.000000 Penalty: 5579.729492
	Iteration 7F: 3 clusters Score -1.092473e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -10928419.000000 Penalty: 5579.729492
	Iteration 8F: 3 clusters Score -1.092842e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -10932012.000000 Penalty: 5579.729492
	Iteration 9F: 3 clusters Score -1.093201e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -10934699.000000 Penalty: 5579.729492
	Iteration 10Q: 3 clusters Score -1.09347e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -10936405.000000 Penalty: 5579.729492
	Iteration 11Q: 3 clusters Score -1.09364e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -10937533.000000 Penalty: 5579.729492
	Iteration 12Q: 3 clusters Score -1.093753e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -10938375.000000 Penalty: 5579.729492
	Iteration 13Q: 3 clusters Score -1.093838e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -10939053.000000 Penalty: 5579.729492
	Iteration 14Q: 3 clusters Score -1.093905e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -10939631.000000 Penalty: 5579.729492
	Iteration 15Q: 3 clusters Score -1.093963e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68855 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -10940165.000000 Penalty: 5579.729492
	Iteration 16Q: 3 clusters Score -1.094016e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -10940665.000000 Penalty: 5579.729492
	Iteration 17Q: 3 clusters Score -1.094066e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -10941204.000000 Penalty: 5579.729492
	Iteration 18Q: 3 clusters Score -1.09412e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -10941655.000000 Penalty: 5579.729492
	Iteration 19Q: 3 clusters Score -1.094166e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -10942046.000000 Penalty: 5579.729492
	Iteration 20F: 3 clusters Score -1.094205e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -10942399.000000 Penalty: 5579.729492
	Iteration 21Q: 3 clusters Score -1.09424e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -10942676.000000 Penalty: 5579.729492
	Iteration 22Q: 3 clusters Score -1.094268e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10942869.000000 Penalty: 5579.729492
	Iteration 23Q: 3 clusters Score -1.094287e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -10943017.000000 Penalty: 5579.729492
	Iteration 24Q: 3 clusters Score -1.094302e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -10943180.000000 Penalty: 5579.729492
	Iteration 25Q: 3 clusters Score -1.094318e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -10943317.000000 Penalty: 5579.729492
	Iteration 26Q: 3 clusters Score -1.094332e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -10943413.000000 Penalty: 5579.729492
	Iteration 27Q: 3 clusters Score -1.094341e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -10943481.000000 Penalty: 5579.729492
	Iteration 28Q: 3 clusters Score -1.094348e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -10943540.000000 Penalty: 5579.729492
	Iteration 29Q: 3 clusters Score -1.094354e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10943598.000000 Penalty: 5579.729492
	Iteration 30Q: 3 clusters Score -1.09436e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10943650.000000 Penalty: 5579.729492
	Iteration 31Q: 3 clusters Score -1.094365e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10943673.000000 Penalty: 5579.729492
	Iteration 32Q: 3 clusters Score -1.094367e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10943713.000000 Penalty: 5579.729492
	Iteration 33Q: 3 clusters Score -1.094371e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -10943752.000000 Penalty: 5579.729492
	Iteration 34Q: 3 clusters Score -1.094375e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10943790.000000 Penalty: 5579.729492
	Iteration 35Q: 3 clusters Score -1.094379e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10943811.000000 Penalty: 5579.729492
	Iteration 36Q: 3 clusters Score -1.094381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10943833.000000 Penalty: 5579.729492
	Iteration 37Q: 3 clusters Score -1.094383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -10943872.000000 Penalty: 5579.729492
	Iteration 38Q: 3 clusters Score -1.094387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10943879.000000 Penalty: 5579.729492
	Iteration 39Q: 3 clusters Score -1.094388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10943880.000000 Penalty: 5579.729492
	Iteration 40F: 3 clusters Score -1.094388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10943874.000000 Penalty: 5579.729492
	Iteration 41Q: 3 clusters Score -1.094387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10943893.000000 Penalty: 5579.729492
	Iteration 42Q: 3 clusters Score -1.094389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76216 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10943903.000000 Penalty: 5579.729492
	Iteration 43Q: 3 clusters Score -1.09439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10943910.000000 Penalty: 5579.729492
	Iteration 44Q: 3 clusters Score -1.094391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10943926.000000 Penalty: 5579.729492
	Iteration 45Q: 3 clusters Score -1.094393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10943939.000000 Penalty: 5579.729492
	Iteration 46Q: 3 clusters Score -1.094394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10943935.000000 Penalty: 5579.729492
	Iteration 47Q: 3 clusters Score -1.094394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10943934.000000 Penalty: 5579.729492
	Iteration 48Q: 3 clusters Score -1.094393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10943939.000000 Penalty: 5579.729492
	Iteration 49Q: 3 clusters Score -1.094394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10943935.000000 Penalty: 5579.729492
	Iteration 50Q: 3 clusters Score -1.094394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10943932.000000 Penalty: 5579.729492
	Iteration 51Q: 3 clusters Score -1.094393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76253 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10943947.000000 Penalty: 5579.729492
	Iteration 52Q: 3 clusters Score -1.094395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10943934.000000 Penalty: 5579.729492
	Iteration 53Q: 3 clusters Score -1.094393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10943942.000000 Penalty: 5579.729492
	Iteration 54Q: 3 clusters Score -1.094394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10943938.000000 Penalty: 5579.729492
	Iteration 55Q: 3 clusters Score -1.094394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10943941.000000 Penalty: 5579.729492
	Iteration 56Q: 3 clusters Score -1.094394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10943941.000000 Penalty: 5579.729492
	Iteration 57Q: 3 clusters Score -1.094394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10943944.000000 Penalty: 5579.729492
	Iteration 58Q: 3 clusters Score -1.094394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10943940.000000 Penalty: 5579.729492
	Iteration 59Q: 3 clusters Score -1.094394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10943944.000000 Penalty: 5579.729492
	Iteration 60F: 3 clusters Score -1.094394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10943942.000000 Penalty: 5579.729492
	Iteration 61Q: 3 clusters Score -1.094394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10943942.000000 Penalty: 5579.729492
	Iteration 62F: 3 clusters Score -1.094394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Entering Unmasked Estep 
Score: -5524243.000000 Penalty: 2619.560059
	Iteration 0F: 2 clusters Score -5524243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -5497994.000000 Penalty: 5239.120117
	Iteration 0F: 3 clusters Score -5497994 nChanged 17619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -5507606.500000 Penalty: 5239.120117
	Iteration 1F: 3 clusters Score -5507606 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -5508042.500000 Penalty: 5239.120117
	Iteration 2Q: 3 clusters Score -5508042 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -5508432.000000 Penalty: 5239.120117
	Iteration 3Q: 3 clusters Score -5508432 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -5508782.500000 Penalty: 5239.120117
	Iteration 4Q: 3 clusters Score -5508782 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -5509088.000000 Penalty: 5239.120117
	Iteration 5Q: 3 clusters Score -5509088 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -5509388.000000 Penalty: 5239.120117
	Iteration 6Q: 3 clusters Score -5509388 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -5509773.000000 Penalty: 5239.120117
	Iteration 7Q: 3 clusters Score -5509773 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5510243.000000 Penalty: 5239.120117
	Iteration 8Q: 3 clusters Score -5510243 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -5510971.000000 Penalty: 5239.120117
	Iteration 9Q: 3 clusters Score -5510971 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -5511972.500000 Penalty: 5239.120117
	Iteration 10Q: 3 clusters Score -5511972 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -5513270.500000 Penalty: 5239.120117
	Iteration 11F: 3 clusters Score -5513270 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -5514947.000000 Penalty: 5239.120117
	Iteration 12F: 3 clusters Score -5514947 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -5516682.000000 Penalty: 5239.120117
	Iteration 13F: 3 clusters Score -5516682 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -5518187.000000 Penalty: 5239.120117
	Iteration 14Q: 3 clusters Score -5518187 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -5519306.500000 Penalty: 5239.120117
	Iteration 15Q: 3 clusters Score -5519306 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -5520189.000000 Penalty: 5239.120117
	Iteration 16Q: 3 clusters Score -5520189 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -5520753.000000 Penalty: 5239.120117
	Iteration 17Q: 3 clusters Score -5520753 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5521169.000000 Penalty: 5239.120117
	Iteration 18Q: 3 clusters Score -5521169 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -5521378.500000 Penalty: 5239.120117
	Iteration 19Q: 3 clusters Score -5521378 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -5521549.500000 Penalty: 5239.120117
	Iteration 20F: 3 clusters Score -5521550 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -5521660.000000 Penalty: 5239.120117
	Iteration 21Q: 3 clusters Score -5521660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -5521730.500000 Penalty: 5239.120117
	Iteration 22Q: 3 clusters Score -5521730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -5521775.000000 Penalty: 5239.120117
	Iteration 23Q: 3 clusters Score -5521775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -5521808.000000 Penalty: 5239.120117
	Iteration 24Q: 3 clusters Score -5521808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -5521837.500000 Penalty: 5239.120117
	Iteration 25Q: 3 clusters Score -5521838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -5521853.000000 Penalty: 5239.120117
	Iteration 26Q: 3 clusters Score -5521853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -5521870.500000 Penalty: 5239.120117
	Iteration 27Q: 3 clusters Score -5521870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -5521888.500000 Penalty: 5239.120117
	Iteration 28Q: 3 clusters Score -5521888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -5521898.500000 Penalty: 5239.120117
	Iteration 29Q: 3 clusters Score -5521898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -5521915.000000 Penalty: 5239.120117
	Iteration 30Q: 3 clusters Score -5521915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -5521919.500000 Penalty: 5239.120117
	Iteration 31Q: 3 clusters Score -5521920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -5521935.000000 Penalty: 5239.120117
	Iteration 32Q: 3 clusters Score -5521935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -5521933.500000 Penalty: 5239.120117
	Iteration 33Q: 3 clusters Score -5521934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -5521944.500000 Penalty: 5239.120117
	Iteration 34Q: 3 clusters Score -5521944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -5521941.000000 Penalty: 5239.120117
	Iteration 35Q: 3 clusters Score -5521941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -5521946.500000 Penalty: 5239.120117
	Iteration 36Q: 3 clusters Score -5521946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -5521949.500000 Penalty: 5239.120117
	Iteration 37Q: 3 clusters Score -5521950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -5521952.000000 Penalty: 5239.120117
	Iteration 38Q: 3 clusters Score -5521952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -5521953.500000 Penalty: 5239.120117
	Iteration 39Q: 3 clusters Score -5521954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -5521952.000000 Penalty: 5239.120117
	Iteration 40F: 3 clusters Score -5521952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -5521948.000000 Penalty: 5239.120117
	Iteration 41Q: 3 clusters Score -5521948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -5521948.000000 Penalty: 5239.120117
	Iteration 42F: 3 clusters Score -5521948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (76813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Entering Unmasked Estep 
Score: -10922508.000000 Penalty: 2789.784180
	Iteration 0F: 2 clusters Score -1.092251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -10870898.000000 Penalty: 5579.568359
	Iteration 0F: 3 clusters Score -1.08709e+07 nChanged 36086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -10890928.000000 Penalty: 5579.568359
	Iteration 1F: 3 clusters Score -1.089093e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -10891403.000000 Penalty: 5579.568359
	Iteration 2Q: 3 clusters Score -1.08914e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -10891897.000000 Penalty: 5579.568359
	Iteration 3Q: 3 clusters Score -1.08919e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -10892303.000000 Penalty: 5579.568359
	Iteration 4Q: 3 clusters Score -1.08923e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -10892702.000000 Penalty: 5579.568359
	Iteration 5Q: 3 clusters Score -1.08927e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -10893200.000000 Penalty: 5579.568359
	Iteration 6Q: 3 clusters Score -1.08932e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -10893989.000000 Penalty: 5579.568359
	Iteration 7Q: 3 clusters Score -1.089399e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -10895218.000000 Penalty: 5579.568359
	Iteration 8Q: 3 clusters Score -1.089522e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -10897418.000000 Penalty: 5579.568359
	Iteration 9F: 3 clusters Score -1.089742e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -10901132.000000 Penalty: 5579.568359
	Iteration 10F: 3 clusters Score -1.090113e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -10906673.000000 Penalty: 5579.568359
	Iteration 11F: 3 clusters Score -1.090667e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 68163 members 
Entering Unmasked Estep 
Score: -10912498.000000 Penalty: 5579.568359
	Iteration 12F: 3 clusters Score -1.09125e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 72298 members 
Entering Unmasked Estep 
Score: -10916621.000000 Penalty: 5579.568359
	Iteration 13F: 3 clusters Score -1.091662e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -10918647.000000 Penalty: 5579.568359
	Iteration 14Q: 3 clusters Score -1.091865e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -10919458.000000 Penalty: 5579.568359
	Iteration 15Q: 3 clusters Score -1.091946e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 75829 members 
Entering Unmasked Estep 
Score: -10919839.000000 Penalty: 5579.568359
	Iteration 16Q: 3 clusters Score -1.091984e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 76033 members 
Entering Unmasked Estep 
Score: -10920059.000000 Penalty: 5579.568359
	Iteration 17Q: 3 clusters Score -1.092006e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -10920136.000000 Penalty: 5579.568359
	Iteration 18Q: 3 clusters Score -1.092014e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -10920195.000000 Penalty: 5579.568359
	Iteration 19Q: 3 clusters Score -1.09202e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -10920242.000000 Penalty: 5579.568359
	Iteration 20F: 3 clusters Score -1.092024e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 76234 members 
Entering Unmasked Estep 
Score: -10920256.000000 Penalty: 5579.568359
	Iteration 21Q: 3 clusters Score -1.092026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -10920273.000000 Penalty: 5579.568359
	Iteration 22Q: 3 clusters Score -1.092027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -10920265.000000 Penalty: 5579.568359
	Iteration 23Q: 3 clusters Score -1.092026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -10920275.000000 Penalty: 5579.568359
	Iteration 24Q: 3 clusters Score -1.092028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -10920290.000000 Penalty: 5579.568359
	Iteration 25Q: 3 clusters Score -1.092029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -10920300.000000 Penalty: 5579.568359
	Iteration 26Q: 3 clusters Score -1.09203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -10920294.000000 Penalty: 5579.568359
	Iteration 27Q: 3 clusters Score -1.092029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -10920291.000000 Penalty: 5579.568359
	Iteration 28Q: 3 clusters Score -1.092029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -10920295.000000 Penalty: 5579.568359
	Iteration 29Q: 3 clusters Score -1.09203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -10920303.000000 Penalty: 5579.568359
	Iteration 30Q: 3 clusters Score -1.09203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -10920309.000000 Penalty: 5579.568359
	Iteration 31Q: 3 clusters Score -1.092031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -10920303.000000 Penalty: 5579.568359
	Iteration 32Q: 3 clusters Score -1.09203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -10920303.000000 Penalty: 5579.568359
	Iteration 33F: 3 clusters Score -1.09203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -134262.718750 Penalty: 1701.963867
	Iteration 0F: 2 clusters Score -134262.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -132337.562500 Penalty: 3403.927734
	Iteration 0F: 3 clusters Score -132337.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132551.578125 Penalty: 3403.927734
	Iteration 1F: 3 clusters Score -132551.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -132628.750000 Penalty: 3403.927734
	Iteration 2F: 3 clusters Score -132628.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -132668.046875 Penalty: 3403.927734
	Iteration 3Q: 3 clusters Score -132668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -132689.156250 Penalty: 3403.927734
	Iteration 4Q: 3 clusters Score -132689.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132700.781250 Penalty: 3403.927734
	Iteration 5Q: 3 clusters Score -132700.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -132712.656250 Penalty: 3403.927734
	Iteration 6Q: 3 clusters Score -132712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -132718.062500 Penalty: 3403.927734
	Iteration 7Q: 3 clusters Score -132718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -132725.390625 Penalty: 3403.927734
	Iteration 8Q: 3 clusters Score -132725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -132726.984375 Penalty: 3403.927734
	Iteration 9Q: 3 clusters Score -132727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -132726.984375 Penalty: 3403.927734
	Iteration 10F: 3 clusters Score -132727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171046 members 
Entering Unmasked Estep 
Score: -23983378.000000 Penalty: 2988.322510
	Iteration 0F: 2 clusters Score -2.398338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -23877144.000000 Penalty: 5976.645020
	Iteration 0F: 3 clusters Score -2.387714e+07 nChanged 82137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -23925056.000000 Penalty: 5976.645020
	Iteration 1F: 3 clusters Score -2.392506e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90951 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -23926452.000000 Penalty: 5976.645020
	Iteration 2Q: 3 clusters Score -2.392645e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -23928014.000000 Penalty: 5976.645020
	Iteration 3Q: 3 clusters Score -2.392801e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98716 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -23930590.000000 Penalty: 5976.645020
	Iteration 4Q: 3 clusters Score -2.393059e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -23934700.000000 Penalty: 5976.645020
	Iteration 5F: 3 clusters Score -2.39347e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113867 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -23941284.000000 Penalty: 5976.645020
	Iteration 6F: 3 clusters Score -2.394128e+07 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124305 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -23950906.000000 Penalty: 5976.645020
	Iteration 7F: 3 clusters Score -2.395091e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135171 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -23961958.000000 Penalty: 5976.645020
	Iteration 8F: 3 clusters Score -2.396196e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144098 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -23971292.000000 Penalty: 5976.645020
	Iteration 9F: 3 clusters Score -2.397129e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149981 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -23977496.000000 Penalty: 5976.645020
	Iteration 10Q: 3 clusters Score -2.39775e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -23980634.000000 Penalty: 5976.645020
	Iteration 11Q: 3 clusters Score -2.398063e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156388 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -23982172.000000 Penalty: 5976.645020
	Iteration 12Q: 3 clusters Score -2.398217e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158423 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -23983042.000000 Penalty: 5976.645020
	Iteration 13Q: 3 clusters Score -2.398304e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159972 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -23983290.000000 Penalty: 5976.645020
	Iteration 14Q: 3 clusters Score -2.398329e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161151 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -23983348.000000 Penalty: 5976.645020
	Iteration 15Q: 3 clusters Score -2.398335e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162104 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -23983392.000000 Penalty: 5976.645020
	Iteration 16Q: 3 clusters Score -2.398339e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162928 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -23983418.000000 Penalty: 5976.645020
	Iteration 17Q: 3 clusters Score -2.398342e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163591 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -23983376.000000 Penalty: 5976.645020
	Iteration 18Q: 3 clusters Score -2.398338e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164144 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -23983336.000000 Penalty: 5976.645020
	Iteration 19Q: 3 clusters Score -2.398334e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164600 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -23983282.000000 Penalty: 5976.645020
	Iteration 20F: 3 clusters Score -2.398328e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164997 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -23983308.000000 Penalty: 5976.645020
	Iteration 21Q: 3 clusters Score -2.398331e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165361 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -23983280.000000 Penalty: 5976.645020
	Iteration 22Q: 3 clusters Score -2.398328e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165656 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -23983146.000000 Penalty: 5976.645020
	Iteration 23Q: 3 clusters Score -2.398315e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165914 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -23983110.000000 Penalty: 5976.645020
	Iteration 24Q: 3 clusters Score -2.398311e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166128 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -23983036.000000 Penalty: 5976.645020
	Iteration 25Q: 3 clusters Score -2.398304e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166345 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -23983020.000000 Penalty: 5976.645020
	Iteration 26Q: 3 clusters Score -2.398302e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166536 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -23983016.000000 Penalty: 5976.645020
	Iteration 27Q: 3 clusters Score -2.398302e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166714 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -23983000.000000 Penalty: 5976.645020
	Iteration 28Q: 3 clusters Score -2.3983e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166878 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -23982934.000000 Penalty: 5976.645020
	Iteration 29Q: 3 clusters Score -2.398293e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167026 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -23982828.000000 Penalty: 5976.645020
	Iteration 30Q: 3 clusters Score -2.398283e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167154 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -23982784.000000 Penalty: 5976.645020
	Iteration 31Q: 3 clusters Score -2.398278e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167278 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -23982760.000000 Penalty: 5976.645020
	Iteration 32Q: 3 clusters Score -2.398276e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167392 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -23982712.000000 Penalty: 5976.645020
	Iteration 33Q: 3 clusters Score -2.398271e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167485 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -23982690.000000 Penalty: 5976.645020
	Iteration 34Q: 3 clusters Score -2.398269e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167567 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -23982624.000000 Penalty: 5976.645020
	Iteration 35Q: 3 clusters Score -2.398262e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167638 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -23982592.000000 Penalty: 5976.645020
	Iteration 36Q: 3 clusters Score -2.398259e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -23982536.000000 Penalty: 5976.645020
	Iteration 37Q: 3 clusters Score -2.398254e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167792 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -23982506.000000 Penalty: 5976.645020
	Iteration 38Q: 3 clusters Score -2.398251e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167860 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -23982486.000000 Penalty: 5976.645020
	Iteration 39Q: 3 clusters Score -2.398249e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167928 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -23982444.000000 Penalty: 5976.645020
	Iteration 40F: 3 clusters Score -2.398244e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167981 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -23982408.000000 Penalty: 5976.645020
	Iteration 41Q: 3 clusters Score -2.398241e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -23982456.000000 Penalty: 5976.645020
	Iteration 42Q: 3 clusters Score -2.398246e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168095 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -23982418.000000 Penalty: 5976.645020
	Iteration 43Q: 3 clusters Score -2.398242e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168142 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -23982444.000000 Penalty: 5976.645020
	Iteration 44Q: 3 clusters Score -2.398244e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168183 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -23982396.000000 Penalty: 5976.645020
	Iteration 45Q: 3 clusters Score -2.39824e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168212 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -23982378.000000 Penalty: 5976.645020
	Iteration 46Q: 3 clusters Score -2.398238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168233 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -23982372.000000 Penalty: 5976.645020
	Iteration 47Q: 3 clusters Score -2.398237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168249 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -23982362.000000 Penalty: 5976.645020
	Iteration 48Q: 3 clusters Score -2.398236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168259 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -23982342.000000 Penalty: 5976.645020
	Iteration 49Q: 3 clusters Score -2.398234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168270 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -23982360.000000 Penalty: 5976.645020
	Iteration 50Q: 3 clusters Score -2.398236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168277 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -23982362.000000 Penalty: 5976.645020
	Iteration 51Q: 3 clusters Score -2.398236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168283 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -23982360.000000 Penalty: 5976.645020
	Iteration 52Q: 3 clusters Score -2.398236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168290 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -23982352.000000 Penalty: 5976.645020
	Iteration 53Q: 3 clusters Score -2.398235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168299 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -23982346.000000 Penalty: 5976.645020
	Iteration 54Q: 3 clusters Score -2.398235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168308 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -23982388.000000 Penalty: 5976.645020
	Iteration 55Q: 3 clusters Score -2.398239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168321 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -23982376.000000 Penalty: 5976.645020
	Iteration 56Q: 3 clusters Score -2.398238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -23982382.000000 Penalty: 5976.645020
	Iteration 57Q: 3 clusters Score -2.398238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168341 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -23982384.000000 Penalty: 5976.645020
	Iteration 58Q: 3 clusters Score -2.398238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168353 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -23982364.000000 Penalty: 5976.645020
	Iteration 59Q: 3 clusters Score -2.398236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168362 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -23982356.000000 Penalty: 5976.645020
	Iteration 60F: 3 clusters Score -2.398236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -23982360.000000 Penalty: 5976.645020
	Iteration 61Q: 3 clusters Score -2.398236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168369 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -23982370.000000 Penalty: 5976.645020
	Iteration 62Q: 3 clusters Score -2.398237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -23982372.000000 Penalty: 5976.645020
	Iteration 63Q: 3 clusters Score -2.398237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168377 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -23982344.000000 Penalty: 5976.645020
	Iteration 64Q: 3 clusters Score -2.398234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168379 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -23982346.000000 Penalty: 5976.645020
	Iteration 65Q: 3 clusters Score -2.398235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168381 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -23982350.000000 Penalty: 5976.645020
	Iteration 66Q: 3 clusters Score -2.398235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168384 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -23982352.000000 Penalty: 5976.645020
	Iteration 67Q: 3 clusters Score -2.398235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168385 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -23982352.000000 Penalty: 5976.645020
	Iteration 68Q: 3 clusters Score -2.398235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168386 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -23982362.000000 Penalty: 5976.645020
	Iteration 69Q: 3 clusters Score -2.398236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168387 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -23982366.000000 Penalty: 5976.645020
	Iteration 70Q: 3 clusters Score -2.398237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168387 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -23982366.000000 Penalty: 5976.645020
	Iteration 71F: 3 clusters Score -2.398237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -53004.773438 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -53004.77 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 225 members 
Entering Unmasked Estep 
Score: -51576.601562 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -51576.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51801.046875 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -51801.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51997.785156 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -51997.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52100.589844 Penalty: 2995.966309
	Iteration 3F: 3 clusters Score -52100.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52149.460938 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -52149.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52218.402344 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -52218.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52241.117188 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -52241.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52266.750000 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -52266.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52289.582031 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -52289.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52291.394531 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -52291.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52295.152344 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -52295.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52295.152344 Penalty: 2995.966309
	Iteration 11F: 3 clusters Score -52295.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93733 members 
Entering Unmasked Estep 
Score: -13320046.000000 Penalty: 2839.155029
	Iteration 0F: 2 clusters Score -1.332005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -13257627.000000 Penalty: 5678.310059
	Iteration 0F: 3 clusters Score -1.325763e+07 nChanged 44228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -13283035.000000 Penalty: 5678.310059
	Iteration 1F: 3 clusters Score -1.328304e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -13284006.000000 Penalty: 5678.310059
	Iteration 2Q: 3 clusters Score -1.328401e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -13285174.000000 Penalty: 5678.310059
	Iteration 3Q: 3 clusters Score -1.328517e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -13286658.000000 Penalty: 5678.310059
	Iteration 4Q: 3 clusters Score -1.328666e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -13288820.000000 Penalty: 5678.310059
	Iteration 5Q: 3 clusters Score -1.328882e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -13291825.000000 Penalty: 5678.310059
	Iteration 6F: 3 clusters Score -1.329182e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -13295866.000000 Penalty: 5678.310059
	Iteration 7F: 3 clusters Score -1.329587e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -13300748.000000 Penalty: 5678.310059
	Iteration 8F: 3 clusters Score -1.330075e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -13305362.000000 Penalty: 5678.310059
	Iteration 9F: 3 clusters Score -1.330536e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -13309123.000000 Penalty: 5678.310059
	Iteration 10Q: 3 clusters Score -1.330912e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -13312000.000000 Penalty: 5678.310059
	Iteration 11Q: 3 clusters Score -1.3312e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -13313842.000000 Penalty: 5678.310059
	Iteration 12Q: 3 clusters Score -1.331384e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -13314927.000000 Penalty: 5678.310059
	Iteration 13Q: 3 clusters Score -1.331493e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -13315643.000000 Penalty: 5678.310059
	Iteration 14Q: 3 clusters Score -1.331564e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -13316021.000000 Penalty: 5678.310059
	Iteration 15Q: 3 clusters Score -1.331602e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -13316246.000000 Penalty: 5678.310059
	Iteration 16Q: 3 clusters Score -1.331625e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -13316370.000000 Penalty: 5678.310059
	Iteration 17Q: 3 clusters Score -1.331637e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -13316478.000000 Penalty: 5678.310059
	Iteration 18Q: 3 clusters Score -1.331648e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -13316584.000000 Penalty: 5678.310059
	Iteration 19Q: 3 clusters Score -1.331658e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88720 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -13316695.000000 Penalty: 5678.310059
	Iteration 20F: 3 clusters Score -1.33167e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89011 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -13316783.000000 Penalty: 5678.310059
	Iteration 21Q: 3 clusters Score -1.331678e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -13316852.000000 Penalty: 5678.310059
	Iteration 22Q: 3 clusters Score -1.331685e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -13316905.000000 Penalty: 5678.310059
	Iteration 23Q: 3 clusters Score -1.33169e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -13316959.000000 Penalty: 5678.310059
	Iteration 24Q: 3 clusters Score -1.331696e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -13317025.000000 Penalty: 5678.310059
	Iteration 25Q: 3 clusters Score -1.331702e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -13317080.000000 Penalty: 5678.310059
	Iteration 26Q: 3 clusters Score -1.331708e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -13317091.000000 Penalty: 5678.310059
	Iteration 27Q: 3 clusters Score -1.331709e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90439 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -13317115.000000 Penalty: 5678.310059
	Iteration 28Q: 3 clusters Score -1.331712e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -13317172.000000 Penalty: 5678.310059
	Iteration 29Q: 3 clusters Score -1.331717e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -13317183.000000 Penalty: 5678.310059
	Iteration 30Q: 3 clusters Score -1.331718e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -13317215.000000 Penalty: 5678.310059
	Iteration 31Q: 3 clusters Score -1.331722e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -13317251.000000 Penalty: 5678.310059
	Iteration 32Q: 3 clusters Score -1.331725e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90984 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -13317296.000000 Penalty: 5678.310059
	Iteration 33Q: 3 clusters Score -1.33173e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -13317294.000000 Penalty: 5678.310059
	Iteration 34Q: 3 clusters Score -1.331729e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -13317300.000000 Penalty: 5678.310059
	Iteration 35Q: 3 clusters Score -1.33173e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91243 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -13317319.000000 Penalty: 5678.310059
	Iteration 36Q: 3 clusters Score -1.331732e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91309 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -13317329.000000 Penalty: 5678.310059
	Iteration 37Q: 3 clusters Score -1.331733e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91367 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -13317336.000000 Penalty: 5678.310059
	Iteration 38Q: 3 clusters Score -1.331734e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -13317345.000000 Penalty: 5678.310059
	Iteration 39Q: 3 clusters Score -1.331734e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91479 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -13317383.000000 Penalty: 5678.310059
	Iteration 40F: 3 clusters Score -1.331738e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -13317405.000000 Penalty: 5678.310059
	Iteration 41Q: 3 clusters Score -1.33174e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -13317429.000000 Penalty: 5678.310059
	Iteration 42Q: 3 clusters Score -1.331743e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -13317432.000000 Penalty: 5678.310059
	Iteration 43Q: 3 clusters Score -1.331743e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -13317453.000000 Penalty: 5678.310059
	Iteration 44Q: 3 clusters Score -1.331745e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -13317450.000000 Penalty: 5678.310059
	Iteration 45Q: 3 clusters Score -1.331745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -13317453.000000 Penalty: 5678.310059
	Iteration 46Q: 3 clusters Score -1.331745e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91770 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -13317450.000000 Penalty: 5678.310059
	Iteration 47Q: 3 clusters Score -1.331745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91794 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -13317466.000000 Penalty: 5678.310059
	Iteration 48Q: 3 clusters Score -1.331747e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -13317472.000000 Penalty: 5678.310059
	Iteration 49Q: 3 clusters Score -1.331747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -13317463.000000 Penalty: 5678.310059
	Iteration 50Q: 3 clusters Score -1.331746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -13317476.000000 Penalty: 5678.310059
	Iteration 51Q: 3 clusters Score -1.331748e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91884 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -13317501.000000 Penalty: 5678.310059
	Iteration 52Q: 3 clusters Score -1.33175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -13317492.000000 Penalty: 5678.310059
	Iteration 53Q: 3 clusters Score -1.331749e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -13317504.000000 Penalty: 5678.310059
	Iteration 54Q: 3 clusters Score -1.33175e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91946 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -13317513.000000 Penalty: 5678.310059
	Iteration 55Q: 3 clusters Score -1.331751e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91968 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -13317521.000000 Penalty: 5678.310059
	Iteration 56Q: 3 clusters Score -1.331752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -13317535.000000 Penalty: 5678.310059
	Iteration 57Q: 3 clusters Score -1.331754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -13317560.000000 Penalty: 5678.310059
	Iteration 58Q: 3 clusters Score -1.331756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -13317557.000000 Penalty: 5678.310059
	Iteration 59Q: 3 clusters Score -1.331756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -13317552.000000 Penalty: 5678.310059
	Iteration 60F: 3 clusters Score -1.331755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92038 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -13317535.000000 Penalty: 5678.310059
	Iteration 61Q: 3 clusters Score -1.331754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -13317547.000000 Penalty: 5678.310059
	Iteration 62Q: 3 clusters Score -1.331755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92060 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -13317544.000000 Penalty: 5678.310059
	Iteration 63Q: 3 clusters Score -1.331754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92070 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -13317540.000000 Penalty: 5678.310059
	Iteration 64Q: 3 clusters Score -1.331754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -13317545.000000 Penalty: 5678.310059
	Iteration 65Q: 3 clusters Score -1.331754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -13317547.000000 Penalty: 5678.310059
	Iteration 66Q: 3 clusters Score -1.331755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -13317553.000000 Penalty: 5678.310059
	Iteration 67Q: 3 clusters Score -1.331755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -13317558.000000 Penalty: 5678.310059
	Iteration 68Q: 3 clusters Score -1.331756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13317545.000000 Penalty: 5678.310059
	Iteration 69Q: 3 clusters Score -1.331754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92097 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -13317553.000000 Penalty: 5678.310059
	Iteration 70Q: 3 clusters Score -1.331755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -13317544.000000 Penalty: 5678.310059
	Iteration 71Q: 3 clusters Score -1.331754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -13317548.000000 Penalty: 5678.310059
	Iteration 72Q: 3 clusters Score -1.331755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92115 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -13317564.000000 Penalty: 5678.310059
	Iteration 73Q: 3 clusters Score -1.331756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92124 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13317562.000000 Penalty: 5678.310059
	Iteration 74Q: 3 clusters Score -1.331756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92133 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -13317568.000000 Penalty: 5678.310059
	Iteration 75Q: 3 clusters Score -1.331757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13317583.000000 Penalty: 5678.310059
	Iteration 76Q: 3 clusters Score -1.331758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13317580.000000 Penalty: 5678.310059
	Iteration 77Q: 3 clusters Score -1.331758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -13317582.000000 Penalty: 5678.310059
	Iteration 78Q: 3 clusters Score -1.331758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92156 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -13317592.000000 Penalty: 5678.310059
	Iteration 79Q: 3 clusters Score -1.331759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -13317596.000000 Penalty: 5678.310059
	Iteration 80F: 3 clusters Score -1.33176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -13317590.000000 Penalty: 5678.310059
	Iteration 81Q: 3 clusters Score -1.331759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92174 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -13317591.000000 Penalty: 5678.310059
	Iteration 82Q: 3 clusters Score -1.331759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92175 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13317601.000000 Penalty: 5678.310059
	Iteration 83Q: 3 clusters Score -1.33176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92176 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -13317597.000000 Penalty: 5678.310059
	Iteration 84Q: 3 clusters Score -1.33176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -13317584.000000 Penalty: 5678.310059
	Iteration 85Q: 3 clusters Score -1.331758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -13317586.000000 Penalty: 5678.310059
	Iteration 86Q: 3 clusters Score -1.331759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -13317586.000000 Penalty: 5678.310059
	Iteration 87F: 3 clusters Score -1.331759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Entering Unmasked Estep 
Score: -761902.125000 Penalty: 2127.228760
	Iteration 0F: 2 clusters Score -761902.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -757209.687500 Penalty: 4254.457520
	Iteration 0F: 3 clusters Score -757209.7 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -758279.437500 Penalty: 4254.457520
	Iteration 1F: 3 clusters Score -758279.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -758485.187500 Penalty: 4254.457520
	Iteration 2F: 3 clusters Score -758485.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -758595.750000 Penalty: 4254.457520
	Iteration 3Q: 3 clusters Score -758595.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -758661.875000 Penalty: 4254.457520
	Iteration 4Q: 3 clusters Score -758661.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -758703.687500 Penalty: 4254.457520
	Iteration 5Q: 3 clusters Score -758703.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -758732.187500 Penalty: 4254.457520
	Iteration 6Q: 3 clusters Score -758732.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -758755.687500 Penalty: 4254.457520
	Iteration 7Q: 3 clusters Score -758755.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -758777.500000 Penalty: 4254.457520
	Iteration 8Q: 3 clusters Score -758777.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -758801.500000 Penalty: 4254.457520
	Iteration 9Q: 3 clusters Score -758801.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -758827.000000 Penalty: 4254.457520
	Iteration 10Q: 3 clusters Score -758827 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -758849.187500 Penalty: 4254.457520
	Iteration 11Q: 3 clusters Score -758849.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -758864.875000 Penalty: 4254.457520
	Iteration 12Q: 3 clusters Score -758864.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -758882.937500 Penalty: 4254.457520
	Iteration 13Q: 3 clusters Score -758882.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -758902.750000 Penalty: 4254.457520
	Iteration 14Q: 3 clusters Score -758902.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -758922.312500 Penalty: 4254.457520
	Iteration 15Q: 3 clusters Score -758922.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -758937.312500 Penalty: 4254.457520
	Iteration 16Q: 3 clusters Score -758937.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -758956.562500 Penalty: 4254.457520
	Iteration 17Q: 3 clusters Score -758956.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -758974.062500 Penalty: 4254.457520
	Iteration 18Q: 3 clusters Score -758974.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -758990.687500 Penalty: 4254.457520
	Iteration 19Q: 3 clusters Score -758990.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -759009.625000 Penalty: 4254.457520
	Iteration 20F: 3 clusters Score -759009.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -759027.875000 Penalty: 4254.457520
	Iteration 21Q: 3 clusters Score -759027.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -759050.187500 Penalty: 4254.457520
	Iteration 22Q: 3 clusters Score -759050.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -759077.375000 Penalty: 4254.457520
	Iteration 23Q: 3 clusters Score -759077.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -759104.687500 Penalty: 4254.457520
	Iteration 24Q: 3 clusters Score -759104.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -759136.687500 Penalty: 4254.457520
	Iteration 25Q: 3 clusters Score -759136.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -759173.062500 Penalty: 4254.457520
	Iteration 26Q: 3 clusters Score -759173.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -759220.687500 Penalty: 4254.457520
	Iteration 27Q: 3 clusters Score -759220.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -759273.625000 Penalty: 4254.457520
	Iteration 28Q: 3 clusters Score -759273.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -759337.312500 Penalty: 4254.457520
	Iteration 29Q: 3 clusters Score -759337.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -759401.750000 Penalty: 4254.457520
	Iteration 30Q: 3 clusters Score -759401.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -759465.062500 Penalty: 4254.457520
	Iteration 31Q: 3 clusters Score -759465.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -759531.062500 Penalty: 4254.457520
	Iteration 32Q: 3 clusters Score -759531.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -759600.625000 Penalty: 4254.457520
	Iteration 33Q: 3 clusters Score -759600.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -759674.687500 Penalty: 4254.457520
	Iteration 34Q: 3 clusters Score -759674.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -759741.125000 Penalty: 4254.457520
	Iteration 35Q: 3 clusters Score -759741.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -759781.937500 Penalty: 4254.457520
	Iteration 36Q: 3 clusters Score -759781.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -759822.437500 Penalty: 4254.457520
	Iteration 37Q: 3 clusters Score -759822.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -759858.562500 Penalty: 4254.457520
	Iteration 38Q: 3 clusters Score -759858.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -759895.687500 Penalty: 4254.457520
	Iteration 39Q: 3 clusters Score -759895.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -759918.812500 Penalty: 4254.457520
	Iteration 40F: 3 clusters Score -759918.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -759939.750000 Penalty: 4254.457520
	Iteration 41Q: 3 clusters Score -759939.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -759962.500000 Penalty: 4254.457520
	Iteration 42Q: 3 clusters Score -759962.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -759981.750000 Penalty: 4254.457520
	Iteration 43Q: 3 clusters Score -759981.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -759989.687500 Penalty: 4254.457520
	Iteration 44Q: 3 clusters Score -759989.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -759996.812500 Penalty: 4254.457520
	Iteration 45Q: 3 clusters Score -759996.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -760003.125000 Penalty: 4254.457520
	Iteration 46Q: 3 clusters Score -760003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -760011.375000 Penalty: 4254.457520
	Iteration 47Q: 3 clusters Score -760011.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -760020.562500 Penalty: 4254.457520
	Iteration 48Q: 3 clusters Score -760020.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -760035.937500 Penalty: 4254.457520
	Iteration 49Q: 3 clusters Score -760035.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -760044.750000 Penalty: 4254.457520
	Iteration 50Q: 3 clusters Score -760044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -760052.750000 Penalty: 4254.457520
	Iteration 51Q: 3 clusters Score -760052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -760054.812500 Penalty: 4254.457520
	Iteration 52Q: 3 clusters Score -760054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -760057.625000 Penalty: 4254.457520
	Iteration 53Q: 3 clusters Score -760057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -760063.562500 Penalty: 4254.457520
	Iteration 54Q: 3 clusters Score -760063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -760066.250000 Penalty: 4254.457520
	Iteration 55Q: 3 clusters Score -760066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -760069.437500 Penalty: 4254.457520
	Iteration 56Q: 3 clusters Score -760069.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -760072.812500 Penalty: 4254.457520
	Iteration 57Q: 3 clusters Score -760072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -760073.937500 Penalty: 4254.457520
	Iteration 58Q: 3 clusters Score -760073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -760074.687500 Penalty: 4254.457520
	Iteration 59Q: 3 clusters Score -760074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -760076.312500 Penalty: 4254.457520
	Iteration 60F: 3 clusters Score -760076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -760076.750000 Penalty: 4254.457520
	Iteration 61Q: 3 clusters Score -760076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -760078.875000 Penalty: 4254.457520
	Iteration 62Q: 3 clusters Score -760078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -760080.812500 Penalty: 4254.457520
	Iteration 63Q: 3 clusters Score -760080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -760083.812500 Penalty: 4254.457520
	Iteration 64Q: 3 clusters Score -760083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -760089.375000 Penalty: 4254.457520
	Iteration 65Q: 3 clusters Score -760089.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -760096.812500 Penalty: 4254.457520
	Iteration 66Q: 3 clusters Score -760096.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -760104.937500 Penalty: 4254.457520
	Iteration 67Q: 3 clusters Score -760104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -760105.500000 Penalty: 4254.457520
	Iteration 68Q: 3 clusters Score -760105.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -760105.500000 Penalty: 4254.457520
	Iteration 69F: 3 clusters Score -760105.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Entering Unmasked Estep 
Score: -4116390.750000 Penalty: 2547.904785
	Iteration 0F: 2 clusters Score -4116391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4096481.750000 Penalty: 5095.809570
	Iteration 0F: 3 clusters Score -4096482 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -4103436.250000 Penalty: 5095.809570
	Iteration 1F: 3 clusters Score -4103436 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -4103905.250000 Penalty: 5095.809570
	Iteration 2Q: 3 clusters Score -4103905 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -4104454.500000 Penalty: 5095.809570
	Iteration 3Q: 3 clusters Score -4104454 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -4105240.000000 Penalty: 5095.809570
	Iteration 4Q: 3 clusters Score -4105240 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -4106184.750000 Penalty: 5095.809570
	Iteration 5F: 3 clusters Score -4106185 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -4107265.000000 Penalty: 5095.809570
	Iteration 6F: 3 clusters Score -4107265 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -4108362.000000 Penalty: 5095.809570
	Iteration 7F: 3 clusters Score -4108362 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4109452.750000 Penalty: 5095.809570
	Iteration 8F: 3 clusters Score -4109453 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4110523.250000 Penalty: 5095.809570
	Iteration 9F: 3 clusters Score -4110523 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -4111454.000000 Penalty: 5095.809570
	Iteration 10F: 3 clusters Score -4111454 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4112300.250000 Penalty: 5095.809570
	Iteration 11Q: 3 clusters Score -4112300 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -4112904.000000 Penalty: 5095.809570
	Iteration 12Q: 3 clusters Score -4112904 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4113299.250000 Penalty: 5095.809570
	Iteration 13Q: 3 clusters Score -4113299 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4113593.250000 Penalty: 5095.809570
	Iteration 14Q: 3 clusters Score -4113593 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -4113765.750000 Penalty: 5095.809570
	Iteration 15Q: 3 clusters Score -4113766 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4113916.750000 Penalty: 5095.809570
	Iteration 16Q: 3 clusters Score -4113917 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4114009.500000 Penalty: 5095.809570
	Iteration 17Q: 3 clusters Score -4114010 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -4114100.500000 Penalty: 5095.809570
	Iteration 18Q: 3 clusters Score -4114100 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -4114190.000000 Penalty: 5095.809570
	Iteration 19Q: 3 clusters Score -4114190 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -4114298.250000 Penalty: 5095.809570
	Iteration 20F: 3 clusters Score -4114298 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -4114375.750000 Penalty: 5095.809570
	Iteration 21Q: 3 clusters Score -4114376 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -4114457.750000 Penalty: 5095.809570
	Iteration 22Q: 3 clusters Score -4114458 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -4114503.500000 Penalty: 5095.809570
	Iteration 23Q: 3 clusters Score -4114504 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -4114562.500000 Penalty: 5095.809570
	Iteration 24Q: 3 clusters Score -4114562 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -4114586.500000 Penalty: 5095.809570
	Iteration 25Q: 3 clusters Score -4114586 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4114642.500000 Penalty: 5095.809570
	Iteration 26Q: 3 clusters Score -4114642 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -4114675.250000 Penalty: 5095.809570
	Iteration 27Q: 3 clusters Score -4114675 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4114690.750000 Penalty: 5095.809570
	Iteration 28Q: 3 clusters Score -4114691 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -4114732.250000 Penalty: 5095.809570
	Iteration 29Q: 3 clusters Score -4114732 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -4114759.500000 Penalty: 5095.809570
	Iteration 30Q: 3 clusters Score -4114760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -4114766.500000 Penalty: 5095.809570
	Iteration 31Q: 3 clusters Score -4114766 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -4114782.000000 Penalty: 5095.809570
	Iteration 32Q: 3 clusters Score -4114782 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4114818.250000 Penalty: 5095.809570
	Iteration 33Q: 3 clusters Score -4114818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4114826.000000 Penalty: 5095.809570
	Iteration 34Q: 3 clusters Score -4114826 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -4114855.750000 Penalty: 5095.809570
	Iteration 35Q: 3 clusters Score -4114856 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4114868.000000 Penalty: 5095.809570
	Iteration 36Q: 3 clusters Score -4114868 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -4114897.000000 Penalty: 5095.809570
	Iteration 37Q: 3 clusters Score -4114897 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -4114931.000000 Penalty: 5095.809570
	Iteration 38Q: 3 clusters Score -4114931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -4114945.000000 Penalty: 5095.809570
	Iteration 39Q: 3 clusters Score -4114945 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -4114966.250000 Penalty: 5095.809570
	Iteration 40F: 3 clusters Score -4114966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -4114978.500000 Penalty: 5095.809570
	Iteration 41Q: 3 clusters Score -4114978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -4114996.250000 Penalty: 5095.809570
	Iteration 42Q: 3 clusters Score -4114996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -4115009.750000 Penalty: 5095.809570
	Iteration 43Q: 3 clusters Score -4115010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -4115008.750000 Penalty: 5095.809570
	Iteration 44Q: 3 clusters Score -4115009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -4115010.000000 Penalty: 5095.809570
	Iteration 45Q: 3 clusters Score -4115010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -4115017.250000 Penalty: 5095.809570
	Iteration 46Q: 3 clusters Score -4115017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -4115021.250000 Penalty: 5095.809570
	Iteration 47Q: 3 clusters Score -4115021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -4115027.500000 Penalty: 5095.809570
	Iteration 48Q: 3 clusters Score -4115028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -4115048.000000 Penalty: 5095.809570
	Iteration 49Q: 3 clusters Score -4115048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -4115047.000000 Penalty: 5095.809570
	Iteration 50Q: 3 clusters Score -4115047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -4115055.000000 Penalty: 5095.809570
	Iteration 51Q: 3 clusters Score -4115055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -4115055.500000 Penalty: 5095.809570
	Iteration 52Q: 3 clusters Score -4115056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -4115057.750000 Penalty: 5095.809570
	Iteration 53Q: 3 clusters Score -4115058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -4115059.250000 Penalty: 5095.809570
	Iteration 54Q: 3 clusters Score -4115059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -4115062.000000 Penalty: 5095.809570
	Iteration 55Q: 3 clusters Score -4115062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -4115066.750000 Penalty: 5095.809570
	Iteration 56Q: 3 clusters Score -4115067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -4115072.250000 Penalty: 5095.809570
	Iteration 57Q: 3 clusters Score -4115072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -4115083.500000 Penalty: 5095.809570
	Iteration 58Q: 3 clusters Score -4115084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -4115080.750000 Penalty: 5095.809570
	Iteration 59Q: 3 clusters Score -4115081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -4115090.500000 Penalty: 5095.809570
	Iteration 60F: 3 clusters Score -4115090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -4115093.250000 Penalty: 5095.809570
	Iteration 61Q: 3 clusters Score -4115093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -4115092.250000 Penalty: 5095.809570
	Iteration 62Q: 3 clusters Score -4115092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -4115096.500000 Penalty: 5095.809570
	Iteration 63Q: 3 clusters Score -4115096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -4115092.000000 Penalty: 5095.809570
	Iteration 64Q: 3 clusters Score -4115092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -4115094.750000 Penalty: 5095.809570
	Iteration 65Q: 3 clusters Score -4115095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -4115093.500000 Penalty: 5095.809570
	Iteration 66Q: 3 clusters Score -4115094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -4115094.500000 Penalty: 5095.809570
	Iteration 67Q: 3 clusters Score -4115094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -4115099.750000 Penalty: 5095.809570
	Iteration 68Q: 3 clusters Score -4115100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -4115099.750000 Penalty: 5095.809570
	Iteration 69F: 3 clusters Score -4115100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Entering Unmasked Estep 
Score: -1210328.375000 Penalty: 2241.573486
	Iteration 0F: 2 clusters Score -1210328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1203612.250000 Penalty: 4483.146973
	Iteration 0F: 3 clusters Score -1203612 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1205505.000000 Penalty: 4483.146973
	Iteration 1F: 3 clusters Score -1205505 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1205798.750000 Penalty: 4483.146973
	Iteration 2F: 3 clusters Score -1205799 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1205999.125000 Penalty: 4483.146973
	Iteration 3F: 3 clusters Score -1205999 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1206144.750000 Penalty: 4483.146973
	Iteration 4Q: 3 clusters Score -1206145 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1206263.250000 Penalty: 4483.146973
	Iteration 5Q: 3 clusters Score -1206263 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1206375.375000 Penalty: 4483.146973
	Iteration 6Q: 3 clusters Score -1206375 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1206480.500000 Penalty: 4483.146973
	Iteration 7Q: 3 clusters Score -1206480 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1206574.750000 Penalty: 4483.146973
	Iteration 8Q: 3 clusters Score -1206575 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1206671.500000 Penalty: 4483.146973
	Iteration 9Q: 3 clusters Score -1206672 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1206765.875000 Penalty: 4483.146973
	Iteration 10Q: 3 clusters Score -1206766 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1206876.625000 Penalty: 4483.146973
	Iteration 11Q: 3 clusters Score -1206877 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1207014.000000 Penalty: 4483.146973
	Iteration 12Q: 3 clusters Score -1207014 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1207172.250000 Penalty: 4483.146973
	Iteration 13Q: 3 clusters Score -1207172 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1207349.375000 Penalty: 4483.146973
	Iteration 14Q: 3 clusters Score -1207349 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1207531.875000 Penalty: 4483.146973
	Iteration 15Q: 3 clusters Score -1207532 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1207728.125000 Penalty: 4483.146973
	Iteration 16Q: 3 clusters Score -1207728 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1207865.375000 Penalty: 4483.146973
	Iteration 17Q: 3 clusters Score -1207865 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1207976.375000 Penalty: 4483.146973
	Iteration 18Q: 3 clusters Score -1207976 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1208063.375000 Penalty: 4483.146973
	Iteration 19Q: 3 clusters Score -1208063 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1208126.500000 Penalty: 4483.146973
	Iteration 20F: 3 clusters Score -1208126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1208185.125000 Penalty: 4483.146973
	Iteration 21Q: 3 clusters Score -1208185 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1208219.625000 Penalty: 4483.146973
	Iteration 22Q: 3 clusters Score -1208220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1208244.125000 Penalty: 4483.146973
	Iteration 23Q: 3 clusters Score -1208244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1208262.375000 Penalty: 4483.146973
	Iteration 24Q: 3 clusters Score -1208262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1208279.500000 Penalty: 4483.146973
	Iteration 25Q: 3 clusters Score -1208280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1208290.625000 Penalty: 4483.146973
	Iteration 26Q: 3 clusters Score -1208291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1208298.625000 Penalty: 4483.146973
	Iteration 27Q: 3 clusters Score -1208299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1208307.625000 Penalty: 4483.146973
	Iteration 28Q: 3 clusters Score -1208308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1208315.125000 Penalty: 4483.146973
	Iteration 29Q: 3 clusters Score -1208315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1208329.750000 Penalty: 4483.146973
	Iteration 30Q: 3 clusters Score -1208330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1208334.250000 Penalty: 4483.146973
	Iteration 31Q: 3 clusters Score -1208334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1208342.875000 Penalty: 4483.146973
	Iteration 32Q: 3 clusters Score -1208343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1208348.750000 Penalty: 4483.146973
	Iteration 33Q: 3 clusters Score -1208349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1208354.750000 Penalty: 4483.146973
	Iteration 34Q: 3 clusters Score -1208355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1208356.625000 Penalty: 4483.146973
	Iteration 35Q: 3 clusters Score -1208357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1208365.875000 Penalty: 4483.146973
	Iteration 36Q: 3 clusters Score -1208366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1208367.750000 Penalty: 4483.146973
	Iteration 37Q: 3 clusters Score -1208368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1208368.000000 Penalty: 4483.146973
	Iteration 38Q: 3 clusters Score -1208368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1208372.875000 Penalty: 4483.146973
	Iteration 39Q: 3 clusters Score -1208373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1208379.125000 Penalty: 4483.146973
	Iteration 40F: 3 clusters Score -1208379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1208379.500000 Penalty: 4483.146973
	Iteration 41Q: 3 clusters Score -1208380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1208383.625000 Penalty: 4483.146973
	Iteration 42Q: 3 clusters Score -1208384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1208383.875000 Penalty: 4483.146973
	Iteration 43Q: 3 clusters Score -1208384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1208386.500000 Penalty: 4483.146973
	Iteration 44Q: 3 clusters Score -1208386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1208386.375000 Penalty: 4483.146973
	Iteration 45Q: 3 clusters Score -1208386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1208384.750000 Penalty: 4483.146973
	Iteration 46Q: 3 clusters Score -1208385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1208384.750000 Penalty: 4483.146973
	Iteration 47F: 3 clusters Score -1208385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Entering Unmasked Estep 
Score: -1366861.000000 Penalty: 2276.661621
	Iteration 0F: 2 clusters Score -1366861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1359452.875000 Penalty: 4553.323242
	Iteration 0F: 3 clusters Score -1359453 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1361559.000000 Penalty: 4553.323242
	Iteration 1F: 3 clusters Score -1361559 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1361811.875000 Penalty: 4553.323242
	Iteration 2F: 3 clusters Score -1361812 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1361999.125000 Penalty: 4553.323242
	Iteration 3Q: 3 clusters Score -1361999 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1362160.125000 Penalty: 4553.323242
	Iteration 4Q: 3 clusters Score -1362160 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1362302.625000 Penalty: 4553.323242
	Iteration 5Q: 3 clusters Score -1362303 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1362434.125000 Penalty: 4553.323242
	Iteration 6Q: 3 clusters Score -1362434 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1362562.875000 Penalty: 4553.323242
	Iteration 7Q: 3 clusters Score -1362563 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1362681.375000 Penalty: 4553.323242
	Iteration 8Q: 3 clusters Score -1362681 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1362818.125000 Penalty: 4553.323242
	Iteration 9Q: 3 clusters Score -1362818 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1362986.000000 Penalty: 4553.323242
	Iteration 10Q: 3 clusters Score -1362986 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1363184.375000 Penalty: 4553.323242
	Iteration 11Q: 3 clusters Score -1363184 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1363420.250000 Penalty: 4553.323242
	Iteration 12Q: 3 clusters Score -1363420 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1363662.625000 Penalty: 4553.323242
	Iteration 13Q: 3 clusters Score -1363663 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1363899.500000 Penalty: 4553.323242
	Iteration 14Q: 3 clusters Score -1363900 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1364124.125000 Penalty: 4553.323242
	Iteration 15Q: 3 clusters Score -1364124 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1364304.250000 Penalty: 4553.323242
	Iteration 16Q: 3 clusters Score -1364304 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1364459.875000 Penalty: 4553.323242
	Iteration 17Q: 3 clusters Score -1364460 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1364572.625000 Penalty: 4553.323242
	Iteration 18Q: 3 clusters Score -1364573 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1364657.250000 Penalty: 4553.323242
	Iteration 19Q: 3 clusters Score -1364657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1364708.000000 Penalty: 4553.323242
	Iteration 20F: 3 clusters Score -1364708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1364739.125000 Penalty: 4553.323242
	Iteration 21Q: 3 clusters Score -1364739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1364776.500000 Penalty: 4553.323242
	Iteration 22Q: 3 clusters Score -1364776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1364802.000000 Penalty: 4553.323242
	Iteration 23Q: 3 clusters Score -1364802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1364828.125000 Penalty: 4553.323242
	Iteration 24Q: 3 clusters Score -1364828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1364849.375000 Penalty: 4553.323242
	Iteration 25Q: 3 clusters Score -1364849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1364861.625000 Penalty: 4553.323242
	Iteration 26Q: 3 clusters Score -1364862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1364869.750000 Penalty: 4553.323242
	Iteration 27Q: 3 clusters Score -1364870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1364876.000000 Penalty: 4553.323242
	Iteration 28Q: 3 clusters Score -1364876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1364879.625000 Penalty: 4553.323242
	Iteration 29Q: 3 clusters Score -1364880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1364879.375000 Penalty: 4553.323242
	Iteration 30Q: 3 clusters Score -1364879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1364881.250000 Penalty: 4553.323242
	Iteration 31Q: 3 clusters Score -1364881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1364881.750000 Penalty: 4553.323242
	Iteration 32Q: 3 clusters Score -1364882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1364881.750000 Penalty: 4553.323242
	Iteration 33F: 3 clusters Score -1364882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -10858.999023 Penalty: 1137.072021
	Iteration 0F: 2 clusters Score -10859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10108.362305 Penalty: 2274.144043
	Iteration 0F: 3 clusters Score -10108.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (121300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121300 members 
Entering Unmasked Estep 
Score: -17200040.000000 Penalty: 2903.093506
	Iteration 0F: 2 clusters Score -1.720004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -17120176.000000 Penalty: 5806.187012
	Iteration 0F: 3 clusters Score -1.712018e+07 nChanged 57688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -17153330.000000 Penalty: 5806.187012
	Iteration 1F: 3 clusters Score -1.715333e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -17154498.000000 Penalty: 5806.187012
	Iteration 2Q: 3 clusters Score -1.71545e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 72384 members 
Entering Unmasked Estep 
Score: -17156322.000000 Penalty: 5806.187012
	Iteration 3Q: 3 clusters Score -1.715632e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -17159500.000000 Penalty: 5806.187012
	Iteration 4F: 3 clusters Score -1.71595e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -17165316.000000 Penalty: 5806.187012
	Iteration 5F: 3 clusters Score -1.716532e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 97466 members 
Entering Unmasked Estep 
Score: -17174298.000000 Penalty: 5806.187012
	Iteration 6F: 3 clusters Score -1.71743e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 108299 members 
Entering Unmasked Estep 
Score: -17184914.000000 Penalty: 5806.187012
	Iteration 7F: 3 clusters Score -1.718491e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 116021 members 
Entering Unmasked Estep 
Score: -17192692.000000 Penalty: 5806.187012
	Iteration 8F: 3 clusters Score -1.719269e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 119553 members 
Entering Unmasked Estep 
Score: -17195976.000000 Penalty: 5806.187012
	Iteration 9Q: 3 clusters Score -1.719598e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 120673 members 
Entering Unmasked Estep 
Score: -17196956.000000 Penalty: 5806.187012
	Iteration 10Q: 3 clusters Score -1.719696e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 120958 members 
Entering Unmasked Estep 
Score: -17197228.000000 Penalty: 5806.187012
	Iteration 11Q: 3 clusters Score -1.719723e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 121028 members 
Entering Unmasked Estep 
Score: -17197344.000000 Penalty: 5806.187012
	Iteration 12Q: 3 clusters Score -1.719734e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -17197410.000000 Penalty: 5806.187012
	Iteration 13Q: 3 clusters Score -1.719741e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 121061 members 
Entering Unmasked Estep 
Score: -17197434.000000 Penalty: 5806.187012
	Iteration 14Q: 3 clusters Score -1.719743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -17197466.000000 Penalty: 5806.187012
	Iteration 15Q: 3 clusters Score -1.719747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 121077 members 
Entering Unmasked Estep 
Score: -17197472.000000 Penalty: 5806.187012
	Iteration 16Q: 3 clusters Score -1.719747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 121078 members 
Entering Unmasked Estep 
Score: -17197480.000000 Penalty: 5806.187012
	Iteration 17Q: 3 clusters Score -1.719748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -17197486.000000 Penalty: 5806.187012
	Iteration 18Q: 3 clusters Score -1.719749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 121080 members 
Entering Unmasked Estep 
Score: -17197482.000000 Penalty: 5806.187012
	Iteration 19Q: 3 clusters Score -1.719748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -17197480.000000 Penalty: 5806.187012
	Iteration 20F: 3 clusters Score -1.719748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 121082 members 
Entering Unmasked Estep 
Score: -17197502.000000 Penalty: 5806.187012
	Iteration 21Q: 3 clusters Score -1.71975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 121085 members 
Entering Unmasked Estep 
Score: -17197500.000000 Penalty: 5806.187012
	Iteration 22Q: 3 clusters Score -1.71975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 121087 members 
Entering Unmasked Estep 
Score: -17197516.000000 Penalty: 5806.187012
	Iteration 23Q: 3 clusters Score -1.719752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 121090 members 
Entering Unmasked Estep 
Score: -17197514.000000 Penalty: 5806.187012
	Iteration 24Q: 3 clusters Score -1.719751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 121092 members 
Entering Unmasked Estep 
Score: -17197534.000000 Penalty: 5806.187012
	Iteration 25Q: 3 clusters Score -1.719753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 121093 members 
Entering Unmasked Estep 
Score: -17197536.000000 Penalty: 5806.187012
	Iteration 26Q: 3 clusters Score -1.719754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 121095 members 
Entering Unmasked Estep 
Score: -17197538.000000 Penalty: 5806.187012
	Iteration 27Q: 3 clusters Score -1.719754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 121095 members 
Entering Unmasked Estep 
Score: -17197538.000000 Penalty: 5806.187012
	Iteration 28F: 3 clusters Score -1.719754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Entering Unmasked Estep 
Score: -5900503.000000 Penalty: 2635.759033
	Iteration 0F: 2 clusters Score -5900503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -5872671.500000 Penalty: 5271.518066
	Iteration 0F: 3 clusters Score -5872672 nChanged 18902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5882965.000000 Penalty: 5271.518066
	Iteration 1F: 3 clusters Score -5882965 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -5883362.500000 Penalty: 5271.518066
	Iteration 2Q: 3 clusters Score -5883362 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -5883728.500000 Penalty: 5271.518066
	Iteration 3Q: 3 clusters Score -5883728 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -5884019.000000 Penalty: 5271.518066
	Iteration 4Q: 3 clusters Score -5884019 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -5884227.000000 Penalty: 5271.518066
	Iteration 5Q: 3 clusters Score -5884227 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5884499.000000 Penalty: 5271.518066
	Iteration 6Q: 3 clusters Score -5884499 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5884720.500000 Penalty: 5271.518066
	Iteration 7Q: 3 clusters Score -5884720 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -5884872.500000 Penalty: 5271.518066
	Iteration 8Q: 3 clusters Score -5884872 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -5885081.000000 Penalty: 5271.518066
	Iteration 9Q: 3 clusters Score -5885081 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -5885276.000000 Penalty: 5271.518066
	Iteration 10Q: 3 clusters Score -5885276 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5885501.500000 Penalty: 5271.518066
	Iteration 11Q: 3 clusters Score -5885502 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -5885763.500000 Penalty: 5271.518066
	Iteration 12Q: 3 clusters Score -5885764 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -5886078.000000 Penalty: 5271.518066
	Iteration 13Q: 3 clusters Score -5886078 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -5886479.500000 Penalty: 5271.518066
	Iteration 14Q: 3 clusters Score -5886480 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -5887118.000000 Penalty: 5271.518066
	Iteration 15Q: 3 clusters Score -5887118 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5888074.500000 Penalty: 5271.518066
	Iteration 16Q: 3 clusters Score -5888074 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -5889346.000000 Penalty: 5271.518066
	Iteration 17Q: 3 clusters Score -5889346 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -5890571.000000 Penalty: 5271.518066
	Iteration 18Q: 3 clusters Score -5890571 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -5891286.500000 Penalty: 5271.518066
	Iteration 19Q: 3 clusters Score -5891286 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -5891635.500000 Penalty: 5271.518066
	Iteration 20F: 3 clusters Score -5891636 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -5891835.000000 Penalty: 5271.518066
	Iteration 21Q: 3 clusters Score -5891835 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -5892001.500000 Penalty: 5271.518066
	Iteration 22Q: 3 clusters Score -5892002 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -5892174.000000 Penalty: 5271.518066
	Iteration 23Q: 3 clusters Score -5892174 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -5892337.500000 Penalty: 5271.518066
	Iteration 24Q: 3 clusters Score -5892338 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -5892500.000000 Penalty: 5271.518066
	Iteration 25Q: 3 clusters Score -5892500 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -5892680.000000 Penalty: 5271.518066
	Iteration 26Q: 3 clusters Score -5892680 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -5892815.500000 Penalty: 5271.518066
	Iteration 27Q: 3 clusters Score -5892816 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -5892998.000000 Penalty: 5271.518066
	Iteration 28Q: 3 clusters Score -5892998 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -5893168.500000 Penalty: 5271.518066
	Iteration 29Q: 3 clusters Score -5893168 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -5893332.000000 Penalty: 5271.518066
	Iteration 30Q: 3 clusters Score -5893332 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -5893501.500000 Penalty: 5271.518066
	Iteration 31Q: 3 clusters Score -5893502 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -5893717.500000 Penalty: 5271.518066
	Iteration 32Q: 3 clusters Score -5893718 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -5893901.500000 Penalty: 5271.518066
	Iteration 33Q: 3 clusters Score -5893902 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -5894079.500000 Penalty: 5271.518066
	Iteration 34Q: 3 clusters Score -5894080 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -5894274.500000 Penalty: 5271.518066
	Iteration 35Q: 3 clusters Score -5894274 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -5894496.500000 Penalty: 5271.518066
	Iteration 36Q: 3 clusters Score -5894496 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -5894728.500000 Penalty: 5271.518066
	Iteration 37Q: 3 clusters Score -5894728 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -5894957.500000 Penalty: 5271.518066
	Iteration 38Q: 3 clusters Score -5894958 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -5895187.500000 Penalty: 5271.518066
	Iteration 39Q: 3 clusters Score -5895188 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -5895422.000000 Penalty: 5271.518066
	Iteration 40F: 3 clusters Score -5895422 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -5895715.500000 Penalty: 5271.518066
	Iteration 41Q: 3 clusters Score -5895716 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -5895997.000000 Penalty: 5271.518066
	Iteration 42Q: 3 clusters Score -5895997 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -5896241.000000 Penalty: 5271.518066
	Iteration 43Q: 3 clusters Score -5896241 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -5896487.000000 Penalty: 5271.518066
	Iteration 44Q: 3 clusters Score -5896487 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -5896714.000000 Penalty: 5271.518066
	Iteration 45Q: 3 clusters Score -5896714 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -5896912.000000 Penalty: 5271.518066
	Iteration 46Q: 3 clusters Score -5896912 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -5897116.500000 Penalty: 5271.518066
	Iteration 47Q: 3 clusters Score -5897116 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -5897275.000000 Penalty: 5271.518066
	Iteration 48Q: 3 clusters Score -5897275 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5897418.500000 Penalty: 5271.518066
	Iteration 49Q: 3 clusters Score -5897418 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -5897530.000000 Penalty: 5271.518066
	Iteration 50Q: 3 clusters Score -5897530 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -5897635.500000 Penalty: 5271.518066
	Iteration 51Q: 3 clusters Score -5897636 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -5897713.500000 Penalty: 5271.518066
	Iteration 52Q: 3 clusters Score -5897714 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -5897803.500000 Penalty: 5271.518066
	Iteration 53Q: 3 clusters Score -5897804 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -5897863.000000 Penalty: 5271.518066
	Iteration 54Q: 3 clusters Score -5897863 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -5897896.000000 Penalty: 5271.518066
	Iteration 55Q: 3 clusters Score -5897896 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5897936.500000 Penalty: 5271.518066
	Iteration 56Q: 3 clusters Score -5897936 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -5897960.500000 Penalty: 5271.518066
	Iteration 57Q: 3 clusters Score -5897960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -5897985.000000 Penalty: 5271.518066
	Iteration 58Q: 3 clusters Score -5897985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -5898023.000000 Penalty: 5271.518066
	Iteration 59Q: 3 clusters Score -5898023 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -5898051.500000 Penalty: 5271.518066
	Iteration 60F: 3 clusters Score -5898052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -5898058.500000 Penalty: 5271.518066
	Iteration 61Q: 3 clusters Score -5898058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5898094.500000 Penalty: 5271.518066
	Iteration 62Q: 3 clusters Score -5898094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -5898118.500000 Penalty: 5271.518066
	Iteration 63Q: 3 clusters Score -5898118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5898143.000000 Penalty: 5271.518066
	Iteration 64Q: 3 clusters Score -5898143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5898158.000000 Penalty: 5271.518066
	Iteration 65Q: 3 clusters Score -5898158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -5898160.000000 Penalty: 5271.518066
	Iteration 66Q: 3 clusters Score -5898160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5898172.000000 Penalty: 5271.518066
	Iteration 67Q: 3 clusters Score -5898172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -5898184.500000 Penalty: 5271.518066
	Iteration 68Q: 3 clusters Score -5898184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -5898200.000000 Penalty: 5271.518066
	Iteration 69Q: 3 clusters Score -5898200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -5898206.000000 Penalty: 5271.518066
	Iteration 70Q: 3 clusters Score -5898206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5898219.500000 Penalty: 5271.518066
	Iteration 71Q: 3 clusters Score -5898220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -5898234.500000 Penalty: 5271.518066
	Iteration 72Q: 3 clusters Score -5898234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -5898242.000000 Penalty: 5271.518066
	Iteration 73Q: 3 clusters Score -5898242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5898245.000000 Penalty: 5271.518066
	Iteration 74Q: 3 clusters Score -5898245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5898251.000000 Penalty: 5271.518066
	Iteration 75Q: 3 clusters Score -5898251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -5898249.500000 Penalty: 5271.518066
	Iteration 76Q: 3 clusters Score -5898250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -5898254.000000 Penalty: 5271.518066
	Iteration 77Q: 3 clusters Score -5898254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5898247.500000 Penalty: 5271.518066
	Iteration 78Q: 3 clusters Score -5898248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -5898255.500000 Penalty: 5271.518066
	Iteration 79Q: 3 clusters Score -5898256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -5898259.000000 Penalty: 5271.518066
	Iteration 80F: 3 clusters Score -5898259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5898267.000000 Penalty: 5271.518066
	Iteration 81Q: 3 clusters Score -5898267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5898271.000000 Penalty: 5271.518066
	Iteration 82Q: 3 clusters Score -5898271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -5898268.500000 Penalty: 5271.518066
	Iteration 83Q: 3 clusters Score -5898268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -5898268.500000 Penalty: 5271.518066
	Iteration 84F: 3 clusters Score -5898268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -151787.703125 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -151787.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -149789.296875 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -149789.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -150094.906250 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -150094.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -150191.515625 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -150191.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150253.859375 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -150253.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -150300.671875 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -150300.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -150342.703125 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -150342.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -150372.468750 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -150372.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -150394.375000 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -150394.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -150407.546875 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -150407.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -150414.578125 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -150414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150420.031250 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -150420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -150434.296875 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -150434.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -150446.500000 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -150446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -150452.765625 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -150452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -150453.312500 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -150453.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -150453.312500 Penalty: 3469.445801
	Iteration 15F: 3 clusters Score -150453.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Entering Unmasked Estep 
Score: -5566487.000000 Penalty: 2631.193115
	Iteration 0F: 2 clusters Score -5566487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -5538874.000000 Penalty: 5262.386230
	Iteration 0F: 3 clusters Score -5538874 nChanged 18598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -5548983.000000 Penalty: 5262.386230
	Iteration 1F: 3 clusters Score -5548983 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -5549595.500000 Penalty: 5262.386230
	Iteration 2Q: 3 clusters Score -5549596 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -5550253.500000 Penalty: 5262.386230
	Iteration 3Q: 3 clusters Score -5550254 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -5550881.000000 Penalty: 5262.386230
	Iteration 4Q: 3 clusters Score -5550881 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -5551563.500000 Penalty: 5262.386230
	Iteration 5Q: 3 clusters Score -5551564 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -5552411.500000 Penalty: 5262.386230
	Iteration 6Q: 3 clusters Score -5552412 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -5553367.000000 Penalty: 5262.386230
	Iteration 7F: 3 clusters Score -5553367 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -5554465.500000 Penalty: 5262.386230
	Iteration 8F: 3 clusters Score -5554466 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -5555650.500000 Penalty: 5262.386230
	Iteration 9F: 3 clusters Score -5555650 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -5556782.000000 Penalty: 5262.386230
	Iteration 10F: 3 clusters Score -5556782 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -5557797.500000 Penalty: 5262.386230
	Iteration 11Q: 3 clusters Score -5557798 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -5558697.500000 Penalty: 5262.386230
	Iteration 12Q: 3 clusters Score -5558698 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -5559531.500000 Penalty: 5262.386230
	Iteration 13Q: 3 clusters Score -5559532 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -5560344.000000 Penalty: 5262.386230
	Iteration 14Q: 3 clusters Score -5560344 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5561209.500000 Penalty: 5262.386230
	Iteration 15Q: 3 clusters Score -5561210 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -5562082.500000 Penalty: 5262.386230
	Iteration 16Q: 3 clusters Score -5562082 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5562949.000000 Penalty: 5262.386230
	Iteration 17Q: 3 clusters Score -5562949 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5563653.500000 Penalty: 5262.386230
	Iteration 18Q: 3 clusters Score -5563654 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5564089.500000 Penalty: 5262.386230
	Iteration 19Q: 3 clusters Score -5564090 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5564333.500000 Penalty: 5262.386230
	Iteration 20F: 3 clusters Score -5564334 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5564501.000000 Penalty: 5262.386230
	Iteration 21Q: 3 clusters Score -5564501 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5564600.500000 Penalty: 5262.386230
	Iteration 22Q: 3 clusters Score -5564600 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5564682.000000 Penalty: 5262.386230
	Iteration 23Q: 3 clusters Score -5564682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5564746.500000 Penalty: 5262.386230
	Iteration 24Q: 3 clusters Score -5564746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5564786.500000 Penalty: 5262.386230
	Iteration 25Q: 3 clusters Score -5564786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5564797.500000 Penalty: 5262.386230
	Iteration 26Q: 3 clusters Score -5564798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5564804.000000 Penalty: 5262.386230
	Iteration 27Q: 3 clusters Score -5564804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5564812.000000 Penalty: 5262.386230
	Iteration 28Q: 3 clusters Score -5564812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5564819.500000 Penalty: 5262.386230
	Iteration 29Q: 3 clusters Score -5564820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5564830.500000 Penalty: 5262.386230
	Iteration 30Q: 3 clusters Score -5564830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5564835.500000 Penalty: 5262.386230
	Iteration 31Q: 3 clusters Score -5564836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5564833.000000 Penalty: 5262.386230
	Iteration 32Q: 3 clusters Score -5564833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5564833.000000 Penalty: 5262.386230
	Iteration 33F: 3 clusters Score -5564833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (157199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157199 members 
Entering Unmasked Estep 
Score: -22093066.000000 Penalty: 2967.386475
	Iteration 0F: 2 clusters Score -2.209307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78666 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -21990870.000000 Penalty: 5934.772949
	Iteration 0F: 3 clusters Score -2.199087e+07 nChanged 74982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -22034648.000000 Penalty: 5934.772949
	Iteration 1F: 3 clusters Score -2.203465e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -22036546.000000 Penalty: 5934.772949
	Iteration 2Q: 3 clusters Score -2.203655e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84812 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -22039442.000000 Penalty: 5934.772949
	Iteration 3Q: 3 clusters Score -2.203944e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -22043914.000000 Penalty: 5934.772949
	Iteration 4F: 3 clusters Score -2.204391e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -22050126.000000 Penalty: 5934.772949
	Iteration 5F: 3 clusters Score -2.205013e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98855 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -22057406.000000 Penalty: 5934.772949
	Iteration 6F: 3 clusters Score -2.205741e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -22064952.000000 Penalty: 5934.772949
	Iteration 7F: 3 clusters Score -2.206495e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -22070758.000000 Penalty: 5934.772949
	Iteration 8F: 3 clusters Score -2.207076e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114805 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -22074930.000000 Penalty: 5934.772949
	Iteration 9Q: 3 clusters Score -2.207493e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118779 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -22077562.000000 Penalty: 5934.772949
	Iteration 10Q: 3 clusters Score -2.207756e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122538 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -22079362.000000 Penalty: 5934.772949
	Iteration 11Q: 3 clusters Score -2.207936e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126004 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -22080836.000000 Penalty: 5934.772949
	Iteration 12Q: 3 clusters Score -2.208084e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129298 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -22082266.000000 Penalty: 5934.772949
	Iteration 13Q: 3 clusters Score -2.208227e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132357 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -22083406.000000 Penalty: 5934.772949
	Iteration 14Q: 3 clusters Score -2.208341e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135192 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -22084478.000000 Penalty: 5934.772949
	Iteration 15Q: 3 clusters Score -2.208448e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137856 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -22085366.000000 Penalty: 5934.772949
	Iteration 16Q: 3 clusters Score -2.208537e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140419 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -22086234.000000 Penalty: 5934.772949
	Iteration 17Q: 3 clusters Score -2.208623e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142684 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -22087100.000000 Penalty: 5934.772949
	Iteration 18Q: 3 clusters Score -2.20871e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144803 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -22087958.000000 Penalty: 5934.772949
	Iteration 19Q: 3 clusters Score -2.208796e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146716 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -22088630.000000 Penalty: 5934.772949
	Iteration 20F: 3 clusters Score -2.208863e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148369 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -22089218.000000 Penalty: 5934.772949
	Iteration 21Q: 3 clusters Score -2.208922e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149762 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -22089540.000000 Penalty: 5934.772949
	Iteration 22Q: 3 clusters Score -2.208954e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150933 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -22089858.000000 Penalty: 5934.772949
	Iteration 23Q: 3 clusters Score -2.208986e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151886 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -22090146.000000 Penalty: 5934.772949
	Iteration 24Q: 3 clusters Score -2.209015e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152614 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -22090400.000000 Penalty: 5934.772949
	Iteration 25Q: 3 clusters Score -2.20904e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153198 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -22090576.000000 Penalty: 5934.772949
	Iteration 26Q: 3 clusters Score -2.209058e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153654 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -22090734.000000 Penalty: 5934.772949
	Iteration 27Q: 3 clusters Score -2.209073e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154036 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -22090814.000000 Penalty: 5934.772949
	Iteration 28Q: 3 clusters Score -2.209081e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154350 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -22090842.000000 Penalty: 5934.772949
	Iteration 29Q: 3 clusters Score -2.209084e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154605 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -22090878.000000 Penalty: 5934.772949
	Iteration 30Q: 3 clusters Score -2.209088e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -22090900.000000 Penalty: 5934.772949
	Iteration 31Q: 3 clusters Score -2.20909e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -22090868.000000 Penalty: 5934.772949
	Iteration 32Q: 3 clusters Score -2.209087e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -22090870.000000 Penalty: 5934.772949
	Iteration 33Q: 3 clusters Score -2.209087e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155234 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -22090860.000000 Penalty: 5934.772949
	Iteration 34Q: 3 clusters Score -2.209086e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155333 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -22090864.000000 Penalty: 5934.772949
	Iteration 35Q: 3 clusters Score -2.209086e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155408 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -22090860.000000 Penalty: 5934.772949
	Iteration 36Q: 3 clusters Score -2.209086e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -22090844.000000 Penalty: 5934.772949
	Iteration 37Q: 3 clusters Score -2.209084e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155508 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -22090896.000000 Penalty: 5934.772949
	Iteration 38Q: 3 clusters Score -2.20909e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155555 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -22090886.000000 Penalty: 5934.772949
	Iteration 39Q: 3 clusters Score -2.209089e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155603 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -22090882.000000 Penalty: 5934.772949
	Iteration 40F: 3 clusters Score -2.209088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155644 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -22090876.000000 Penalty: 5934.772949
	Iteration 41Q: 3 clusters Score -2.209088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155684 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -22090906.000000 Penalty: 5934.772949
	Iteration 42Q: 3 clusters Score -2.209091e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155716 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -22090904.000000 Penalty: 5934.772949
	Iteration 43Q: 3 clusters Score -2.20909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155740 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -22090916.000000 Penalty: 5934.772949
	Iteration 44Q: 3 clusters Score -2.209092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155754 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -22090918.000000 Penalty: 5934.772949
	Iteration 45Q: 3 clusters Score -2.209092e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155776 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22090922.000000 Penalty: 5934.772949
	Iteration 46Q: 3 clusters Score -2.209092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155801 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -22090912.000000 Penalty: 5934.772949
	Iteration 47Q: 3 clusters Score -2.209091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -22090938.000000 Penalty: 5934.772949
	Iteration 48Q: 3 clusters Score -2.209094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155831 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22090960.000000 Penalty: 5934.772949
	Iteration 49Q: 3 clusters Score -2.209096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -22090954.000000 Penalty: 5934.772949
	Iteration 50Q: 3 clusters Score -2.209095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155857 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -22090964.000000 Penalty: 5934.772949
	Iteration 51Q: 3 clusters Score -2.209096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155864 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -22090964.000000 Penalty: 5934.772949
	Iteration 52Q: 3 clusters Score -2.209096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155870 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -22090954.000000 Penalty: 5934.772949
	Iteration 53Q: 3 clusters Score -2.209095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155876 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22090956.000000 Penalty: 5934.772949
	Iteration 54Q: 3 clusters Score -2.209096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155879 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -22090944.000000 Penalty: 5934.772949
	Iteration 55Q: 3 clusters Score -2.209094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -22090946.000000 Penalty: 5934.772949
	Iteration 56Q: 3 clusters Score -2.209095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155881 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -22090952.000000 Penalty: 5934.772949
	Iteration 57Q: 3 clusters Score -2.209095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155881 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -22090952.000000 Penalty: 5934.772949
	Iteration 58F: 3 clusters Score -2.209095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -35929.718750 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -35929.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34654.355469 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -34654.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34790.550781 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -34790.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34812.289062 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -34812.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34844.074219 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -34844.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34854.117188 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -34854.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34857.359375 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -34857.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34857.359375 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -34857.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -228224.234375 Penalty: 1844.134888
	Iteration 0F: 2 clusters Score -228224.2 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 843 members 
Entering Unmasked Estep 
Score: -225831.578125 Penalty: 3688.269775
	Iteration 0F: 3 clusters Score -225831.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -226200.015625 Penalty: 3688.269775
	Iteration 1F: 3 clusters Score -226200 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -226291.703125 Penalty: 3688.269775
	Iteration 2F: 3 clusters Score -226291.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -226344.375000 Penalty: 3688.269775
	Iteration 3Q: 3 clusters Score -226344.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -226372.421875 Penalty: 3688.269775
	Iteration 4Q: 3 clusters Score -226372.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -226390.062500 Penalty: 3688.269775
	Iteration 5Q: 3 clusters Score -226390.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -226402.093750 Penalty: 3688.269775
	Iteration 6Q: 3 clusters Score -226402.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -226411.328125 Penalty: 3688.269775
	Iteration 7Q: 3 clusters Score -226411.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -226421.531250 Penalty: 3688.269775
	Iteration 8Q: 3 clusters Score -226421.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -226431.750000 Penalty: 3688.269775
	Iteration 9Q: 3 clusters Score -226431.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -226437.390625 Penalty: 3688.269775
	Iteration 10Q: 3 clusters Score -226437.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -226441.984375 Penalty: 3688.269775
	Iteration 11Q: 3 clusters Score -226442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -226445.984375 Penalty: 3688.269775
	Iteration 12Q: 3 clusters Score -226446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -226447.546875 Penalty: 3688.269775
	Iteration 13Q: 3 clusters Score -226447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -226449.609375 Penalty: 3688.269775
	Iteration 14Q: 3 clusters Score -226449.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -226449.609375 Penalty: 3688.269775
	Iteration 15F: 3 clusters Score -226449.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -52894.515625 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -52894.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51510.632812 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -51510.63 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51749.335938 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -51749.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51810.082031 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -51810.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51842.546875 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -51842.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51870.437500 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -51870.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51882.636719 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -51882.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51895.644531 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -51895.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51926.875000 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -51926.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51950.269531 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -51950.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51972.347656 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -51972.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51992.105469 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -51992.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52024.601562 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -52024.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52042.703125 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -52042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52072.878906 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -52072.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52093.035156 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -52093.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -52104.964844 Penalty: 3012.230225
	Iteration 15Q: 3 clusters Score -52104.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52111.261719 Penalty: 3012.230225
	Iteration 16Q: 3 clusters Score -52111.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -52118.031250 Penalty: 3012.230225
	Iteration 17Q: 3 clusters Score -52118.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52122.554688 Penalty: 3012.230225
	Iteration 18Q: 3 clusters Score -52122.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -52128.875000 Penalty: 3012.230225
	Iteration 19Q: 3 clusters Score -52128.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -52137.218750 Penalty: 3012.230225
	Iteration 20F: 3 clusters Score -52137.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -52176.757812 Penalty: 3012.230225
	Iteration 21Q: 3 clusters Score -52176.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -52223.640625 Penalty: 3012.230225
	Iteration 22Q: 3 clusters Score -52223.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -52313.433594 Penalty: 3012.230225
	Iteration 23Q: 3 clusters Score -52313.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52431.671875 Penalty: 3012.230225
	Iteration 24Q: 3 clusters Score -52431.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -52635.996094 Penalty: 3012.230225
	Iteration 25Q: 3 clusters Score -52636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -52724.015625 Penalty: 3012.230225
	Iteration 26Q: 3 clusters Score -52724.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -52780.082031 Penalty: 3012.230225
	Iteration 27Q: 3 clusters Score -52780.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -52834.488281 Penalty: 3012.230225
	Iteration 28Q: 3 clusters Score -52834.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52914.503906 Penalty: 3012.230225
	Iteration 29Q: 3 clusters Score -52914.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -53033.812500 Penalty: 3012.230225
	Iteration 30Q: 3 clusters Score -53033.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -53075.210938 Penalty: 3012.230225
	Iteration 31Q: 3 clusters Score -53075.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -53079.714844 Penalty: 3012.230225
	Iteration 32Q: 3 clusters Score -53079.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -53083.015625 Penalty: 3012.230225
	Iteration 33F: 3 clusters Score -53083.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53084.613281 Penalty: 3012.230225
	Iteration 34Q: 3 clusters Score -53084.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53084.613281 Penalty: 3012.230225
	Iteration 35F: 3 clusters Score -53084.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 38667 members 
Mstep: Class 3 contains 76813 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171046 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93733 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 28964 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 9702 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121300 members 
Mstep: Class 14 contains 41277 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40524 members 
Mstep: Class 17 contains 157199 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 178631 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Mstep: Class 25 contains 129 members 
Entering Unmasked Estep 
Score: -147015856.000000 Penalty: 86006.992188
Splitting cluster 20 changes total score from -147017584.000000 to -147015856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -36126.699219 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -36126.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34921.328125 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -34921.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35041.937500 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -35041.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35068.894531 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -35068.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35079.687500 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -35079.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35079.687500 Penalty: 2805.372070
	Iteration 4F: 3 clusters Score -35079.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (178631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178631 members 
Entering Unmasked Estep 
Score: -25389948.000000 Penalty: 2999.083252
	Iteration 0F: 2 clusters Score -2.538995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89335 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -25291158.000000 Penalty: 5998.166504
	Iteration 0F: 3 clusters Score -2.529116e+07 nChanged 85827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -25341274.000000 Penalty: 5998.166504
	Iteration 1F: 3 clusters Score -2.534127e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -25342348.000000 Penalty: 5998.166504
	Iteration 2Q: 3 clusters Score -2.534235e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92054 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -25343364.000000 Penalty: 5998.166504
	Iteration 3Q: 3 clusters Score -2.534336e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93533 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -25344742.000000 Penalty: 5998.166504
	Iteration 4Q: 3 clusters Score -2.534474e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95748 members 
Mstep: Class 2 contains 82883 members 
Entering Unmasked Estep 
Score: -25346702.000000 Penalty: 5998.166504
	Iteration 5Q: 3 clusters Score -2.53467e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98913 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -25349478.000000 Penalty: 5998.166504
	Iteration 6Q: 3 clusters Score -2.534948e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -25354202.000000 Penalty: 5998.166504
	Iteration 7F: 3 clusters Score -2.53542e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -25361920.000000 Penalty: 5998.166504
	Iteration 8F: 3 clusters Score -2.536192e+07 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113687 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -25372492.000000 Penalty: 5998.166504
	Iteration 9F: 3 clusters Score -2.537249e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116718 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -25380702.000000 Penalty: 5998.166504
	Iteration 10F: 3 clusters Score -2.53807e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117561 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -25383934.000000 Penalty: 5998.166504
	Iteration 11Q: 3 clusters Score -2.538393e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117657 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -25385192.000000 Penalty: 5998.166504
	Iteration 12Q: 3 clusters Score -2.538519e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117526 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -25385552.000000 Penalty: 5998.166504
	Iteration 13Q: 3 clusters Score -2.538555e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117244 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -25386012.000000 Penalty: 5998.166504
	Iteration 14Q: 3 clusters Score -2.538601e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -25386440.000000 Penalty: 5998.166504
	Iteration 15Q: 3 clusters Score -2.538644e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116524 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -25386862.000000 Penalty: 5998.166504
	Iteration 16Q: 3 clusters Score -2.538686e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116055 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -25387162.000000 Penalty: 5998.166504
	Iteration 17Q: 3 clusters Score -2.538716e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115571 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -25387576.000000 Penalty: 5998.166504
	Iteration 18Q: 3 clusters Score -2.538758e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115051 members 
Mstep: Class 2 contains 63580 members 
Entering Unmasked Estep 
Score: -25387850.000000 Penalty: 5998.166504
	Iteration 19Q: 3 clusters Score -2.538785e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114516 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -25388034.000000 Penalty: 5998.166504
	Iteration 20F: 3 clusters Score -2.538803e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113938 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -25388302.000000 Penalty: 5998.166504
	Iteration 21Q: 3 clusters Score -2.53883e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113404 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -25388404.000000 Penalty: 5998.166504
	Iteration 22Q: 3 clusters Score -2.53884e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112878 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -25388490.000000 Penalty: 5998.166504
	Iteration 23Q: 3 clusters Score -2.538849e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112322 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -25388648.000000 Penalty: 5998.166504
	Iteration 24Q: 3 clusters Score -2.538865e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111749 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -25388832.000000 Penalty: 5998.166504
	Iteration 25Q: 3 clusters Score -2.538883e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111177 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -25388908.000000 Penalty: 5998.166504
	Iteration 26Q: 3 clusters Score -2.538891e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110634 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -25389078.000000 Penalty: 5998.166504
	Iteration 27Q: 3 clusters Score -2.538908e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -25389262.000000 Penalty: 5998.166504
	Iteration 28Q: 3 clusters Score -2.538926e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109613 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -25389256.000000 Penalty: 5998.166504
	Iteration 29Q: 3 clusters Score -2.538926e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109104 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -25389186.000000 Penalty: 5998.166504
	Iteration 30Q: 3 clusters Score -2.538919e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108609 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -25389190.000000 Penalty: 5998.166504
	Iteration 31Q: 3 clusters Score -2.538919e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108109 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -25389258.000000 Penalty: 5998.166504
	Iteration 32Q: 3 clusters Score -2.538926e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107596 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -25389230.000000 Penalty: 5998.166504
	Iteration 33Q: 3 clusters Score -2.538923e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -25389324.000000 Penalty: 5998.166504
	Iteration 34Q: 3 clusters Score -2.538932e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106507 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -25389394.000000 Penalty: 5998.166504
	Iteration 35Q: 3 clusters Score -2.538939e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105947 members 
Mstep: Class 2 contains 72684 members 
Entering Unmasked Estep 
Score: -25389410.000000 Penalty: 5998.166504
	Iteration 36Q: 3 clusters Score -2.538941e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105317 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -25389350.000000 Penalty: 5998.166504
	Iteration 37Q: 3 clusters Score -2.538935e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -25389400.000000 Penalty: 5998.166504
	Iteration 38Q: 3 clusters Score -2.53894e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -25389454.000000 Penalty: 5998.166504
	Iteration 39Q: 3 clusters Score -2.538945e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -25389492.000000 Penalty: 5998.166504
	Iteration 40F: 3 clusters Score -2.538949e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102575 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -25389520.000000 Penalty: 5998.166504
	Iteration 41Q: 3 clusters Score -2.538952e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 76821 members 
Entering Unmasked Estep 
Score: -25389486.000000 Penalty: 5998.166504
	Iteration 42Q: 3 clusters Score -2.538949e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100969 members 
Mstep: Class 2 contains 77662 members 
Entering Unmasked Estep 
Score: -25389466.000000 Penalty: 5998.166504
	Iteration 43Q: 3 clusters Score -2.538947e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100052 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -25389524.000000 Penalty: 5998.166504
	Iteration 44Q: 3 clusters Score -2.538952e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99073 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -25389510.000000 Penalty: 5998.166504
	Iteration 45Q: 3 clusters Score -2.538951e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -25389536.000000 Penalty: 5998.166504
	Iteration 46Q: 3 clusters Score -2.538954e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -25389504.000000 Penalty: 5998.166504
	Iteration 47Q: 3 clusters Score -2.53895e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 82849 members 
Entering Unmasked Estep 
Score: -25389412.000000 Penalty: 5998.166504
	Iteration 48Q: 3 clusters Score -2.538941e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -25389462.000000 Penalty: 5998.166504
	Iteration 49Q: 3 clusters Score -2.538946e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93314 members 
Mstep: Class 2 contains 85317 members 
Entering Unmasked Estep 
Score: -25389396.000000 Penalty: 5998.166504
	Iteration 50Q: 3 clusters Score -2.53894e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -25389254.000000 Penalty: 5998.166504
	Iteration 51Q: 3 clusters Score -2.538925e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -25389200.000000 Penalty: 5998.166504
	Iteration 52Q: 3 clusters Score -2.53892e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -25389196.000000 Penalty: 5998.166504
	Iteration 53Q: 3 clusters Score -2.53892e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87585 members 
Mstep: Class 2 contains 91046 members 
Entering Unmasked Estep 
Score: -25389062.000000 Penalty: 5998.166504
	Iteration 54Q: 3 clusters Score -2.538906e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -25389066.000000 Penalty: 5998.166504
	Iteration 55Q: 3 clusters Score -2.538907e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 94043 members 
Entering Unmasked Estep 
Score: -25389100.000000 Penalty: 5998.166504
	Iteration 56Q: 3 clusters Score -2.53891e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -25388934.000000 Penalty: 5998.166504
	Iteration 57Q: 3 clusters Score -2.538893e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -25388872.000000 Penalty: 5998.166504
	Iteration 58Q: 3 clusters Score -2.538887e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
Score: -25388878.000000 Penalty: 5998.166504
	Iteration 59Q: 3 clusters Score -2.538888e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 99439 members 
Entering Unmasked Estep 
Score: -25388804.000000 Penalty: 5998.166504
	Iteration 60F: 3 clusters Score -2.53888e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 100768 members 
Entering Unmasked Estep 
Score: -25388674.000000 Penalty: 5998.166504
	Iteration 61Q: 3 clusters Score -2.538867e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 102009 members 
Entering Unmasked Estep 
Score: -25388650.000000 Penalty: 5998.166504
	Iteration 62Q: 3 clusters Score -2.538865e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -25388632.000000 Penalty: 5998.166504
	Iteration 63Q: 3 clusters Score -2.538863e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -25388532.000000 Penalty: 5998.166504
	Iteration 64Q: 3 clusters Score -2.538853e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -25388438.000000 Penalty: 5998.166504
	Iteration 65Q: 3 clusters Score -2.538844e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 107001 members 
Entering Unmasked Estep 
Score: -25388376.000000 Penalty: 5998.166504
	Iteration 66Q: 3 clusters Score -2.538838e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 108165 members 
Entering Unmasked Estep 
Score: -25388190.000000 Penalty: 5998.166504
	Iteration 67Q: 3 clusters Score -2.538819e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 109236 members 
Entering Unmasked Estep 
Score: -25388116.000000 Penalty: 5998.166504
	Iteration 68Q: 3 clusters Score -2.538812e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 110317 members 
Entering Unmasked Estep 
Score: -25388012.000000 Penalty: 5998.166504
	Iteration 69Q: 3 clusters Score -2.538801e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -25387896.000000 Penalty: 5998.166504
	Iteration 70Q: 3 clusters Score -2.53879e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 112522 members 
Entering Unmasked Estep 
Score: -25387742.000000 Penalty: 5998.166504
	Iteration 71Q: 3 clusters Score -2.538774e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -25387692.000000 Penalty: 5998.166504
	Iteration 72Q: 3 clusters Score -2.538769e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 114538 members 
Entering Unmasked Estep 
Score: -25387568.000000 Penalty: 5998.166504
	Iteration 73Q: 3 clusters Score -2.538757e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63120 members 
Mstep: Class 2 contains 115511 members 
Entering Unmasked Estep 
Score: -25387490.000000 Penalty: 5998.166504
	Iteration 74Q: 3 clusters Score -2.538749e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 116492 members 
Entering Unmasked Estep 
Score: -25387290.000000 Penalty: 5998.166504
	Iteration 75Q: 3 clusters Score -2.538729e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 117508 members 
Entering Unmasked Estep 
Score: -25387232.000000 Penalty: 5998.166504
	Iteration 76Q: 3 clusters Score -2.538723e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -25387120.000000 Penalty: 5998.166504
	Iteration 77Q: 3 clusters Score -2.538712e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 119501 members 
Entering Unmasked Estep 
Score: -25387034.000000 Penalty: 5998.166504
	Iteration 78Q: 3 clusters Score -2.538703e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 120478 members 
Entering Unmasked Estep 
Score: -25386798.000000 Penalty: 5998.166504
	Iteration 79Q: 3 clusters Score -2.53868e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 121375 members 
Entering Unmasked Estep 
Score: -25386620.000000 Penalty: 5998.166504
	Iteration 80F: 3 clusters Score -2.538662e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 122217 members 
Entering Unmasked Estep 
Score: -25386482.000000 Penalty: 5998.166504
	Iteration 81Q: 3 clusters Score -2.538648e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -25386334.000000 Penalty: 5998.166504
	Iteration 82Q: 3 clusters Score -2.538633e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 123811 members 
Entering Unmasked Estep 
Score: -25386218.000000 Penalty: 5998.166504
	Iteration 83Q: 3 clusters Score -2.538622e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 124572 members 
Entering Unmasked Estep 
Score: -25386176.000000 Penalty: 5998.166504
	Iteration 84Q: 3 clusters Score -2.538618e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 125259 members 
Entering Unmasked Estep 
Score: -25386132.000000 Penalty: 5998.166504
	Iteration 85Q: 3 clusters Score -2.538613e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 125812 members 
Entering Unmasked Estep 
Score: -25386072.000000 Penalty: 5998.166504
	Iteration 86Q: 3 clusters Score -2.538607e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 126336 members 
Entering Unmasked Estep 
Score: -25386070.000000 Penalty: 5998.166504
	Iteration 87Q: 3 clusters Score -2.538607e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 126783 members 
Entering Unmasked Estep 
Score: -25385954.000000 Penalty: 5998.166504
	Iteration 88Q: 3 clusters Score -2.538595e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 127204 members 
Entering Unmasked Estep 
Score: -25385762.000000 Penalty: 5998.166504
	Iteration 89Q: 3 clusters Score -2.538576e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 127608 members 
Entering Unmasked Estep 
Score: -25385672.000000 Penalty: 5998.166504
	Iteration 90Q: 3 clusters Score -2.538567e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 127982 members 
Entering Unmasked Estep 
Score: -25385592.000000 Penalty: 5998.166504
	Iteration 91Q: 3 clusters Score -2.538559e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 128268 members 
Entering Unmasked Estep 
Score: -25385542.000000 Penalty: 5998.166504
	Iteration 92Q: 3 clusters Score -2.538554e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 128536 members 
Entering Unmasked Estep 
Score: -25385470.000000 Penalty: 5998.166504
	Iteration 93Q: 3 clusters Score -2.538547e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 128765 members 
Entering Unmasked Estep 
Score: -25385428.000000 Penalty: 5998.166504
	Iteration 94Q: 3 clusters Score -2.538543e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 128965 members 
Entering Unmasked Estep 
Score: -25385290.000000 Penalty: 5998.166504
	Iteration 95Q: 3 clusters Score -2.538529e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 129161 members 
Entering Unmasked Estep 
Score: -25385206.000000 Penalty: 5998.166504
	Iteration 96Q: 3 clusters Score -2.538521e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 129326 members 
Entering Unmasked Estep 
Score: -25385186.000000 Penalty: 5998.166504
	Iteration 97Q: 3 clusters Score -2.538519e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 129469 members 
Entering Unmasked Estep 
Score: -25385224.000000 Penalty: 5998.166504
	Iteration 98Q: 3 clusters Score -2.538522e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 129619 members 
Entering Unmasked Estep 
Score: -25385122.000000 Penalty: 5998.166504
	Iteration 99Q: 3 clusters Score -2.538512e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 129783 members 
Entering Unmasked Estep 
Score: -25385140.000000 Penalty: 5998.166504
	Iteration 100F: 3 clusters Score -2.538514e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 129933 members 
Entering Unmasked Estep 
Score: -25385080.000000 Penalty: 5998.166504
	Iteration 101Q: 3 clusters Score -2.538508e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 130050 members 
Entering Unmasked Estep 
Score: -25385064.000000 Penalty: 5998.166504
	Iteration 102Q: 3 clusters Score -2.538506e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 130151 members 
Entering Unmasked Estep 
Score: -25385052.000000 Penalty: 5998.166504
	Iteration 103Q: 3 clusters Score -2.538505e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 130260 members 
Entering Unmasked Estep 
Score: -25385042.000000 Penalty: 5998.166504
	Iteration 104Q: 3 clusters Score -2.538504e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 130355 members 
Entering Unmasked Estep 
Score: -25384984.000000 Penalty: 5998.166504
	Iteration 105Q: 3 clusters Score -2.538498e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 130441 members 
Entering Unmasked Estep 
Score: -25384970.000000 Penalty: 5998.166504
	Iteration 106Q: 3 clusters Score -2.538497e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 130497 members 
Entering Unmasked Estep 
Score: -25384936.000000 Penalty: 5998.166504
	Iteration 107Q: 3 clusters Score -2.538494e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 130573 members 
Entering Unmasked Estep 
Score: -25384890.000000 Penalty: 5998.166504
	Iteration 108Q: 3 clusters Score -2.538489e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 130669 members 
Entering Unmasked Estep 
Score: -25384888.000000 Penalty: 5998.166504
	Iteration 109Q: 3 clusters Score -2.538489e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 130744 members 
Entering Unmasked Estep 
Score: -25384850.000000 Penalty: 5998.166504
	Iteration 110Q: 3 clusters Score -2.538485e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 130818 members 
Entering Unmasked Estep 
Score: -25384804.000000 Penalty: 5998.166504
	Iteration 111Q: 3 clusters Score -2.53848e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 130880 members 
Entering Unmasked Estep 
Score: -25384772.000000 Penalty: 5998.166504
	Iteration 112Q: 3 clusters Score -2.538477e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 130918 members 
Entering Unmasked Estep 
Score: -25384734.000000 Penalty: 5998.166504
	Iteration 113Q: 3 clusters Score -2.538473e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 130951 members 
Entering Unmasked Estep 
Score: -25384710.000000 Penalty: 5998.166504
	Iteration 114Q: 3 clusters Score -2.538471e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 130981 members 
Entering Unmasked Estep 
Score: -25384680.000000 Penalty: 5998.166504
	Iteration 115Q: 3 clusters Score -2.538468e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 131012 members 
Entering Unmasked Estep 
Score: -25384626.000000 Penalty: 5998.166504
	Iteration 116Q: 3 clusters Score -2.538463e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 131043 members 
Entering Unmasked Estep 
Score: -25384560.000000 Penalty: 5998.166504
	Iteration 117Q: 3 clusters Score -2.538456e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 131062 members 
Entering Unmasked Estep 
Score: -25384554.000000 Penalty: 5998.166504
	Iteration 118Q: 3 clusters Score -2.538455e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 131076 members 
Entering Unmasked Estep 
Score: -25384532.000000 Penalty: 5998.166504
	Iteration 119Q: 3 clusters Score -2.538453e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 131084 members 
Entering Unmasked Estep 
Score: -25384534.000000 Penalty: 5998.166504
	Iteration 120F: 3 clusters Score -2.538453e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 131099 members 
Entering Unmasked Estep 
Score: -25384562.000000 Penalty: 5998.166504
	Iteration 121Q: 3 clusters Score -2.538456e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 131117 members 
Entering Unmasked Estep 
Score: -25384550.000000 Penalty: 5998.166504
	Iteration 122Q: 3 clusters Score -2.538455e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 131123 members 
Entering Unmasked Estep 
Score: -25384546.000000 Penalty: 5998.166504
	Iteration 123Q: 3 clusters Score -2.538455e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 131119 members 
Entering Unmasked Estep 
Score: -25384570.000000 Penalty: 5998.166504
	Iteration 124Q: 3 clusters Score -2.538457e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 131092 members 
Entering Unmasked Estep 
Score: -25384568.000000 Penalty: 5998.166504
	Iteration 125Q: 3 clusters Score -2.538457e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 131073 members 
Entering Unmasked Estep 
Score: -25384518.000000 Penalty: 5998.166504
	Iteration 126Q: 3 clusters Score -2.538452e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 131056 members 
Entering Unmasked Estep 
Score: -25384496.000000 Penalty: 5998.166504
	Iteration 127Q: 3 clusters Score -2.53845e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 131024 members 
Entering Unmasked Estep 
Score: -25384484.000000 Penalty: 5998.166504
	Iteration 128Q: 3 clusters Score -2.538448e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 130979 members 
Entering Unmasked Estep 
Score: -25384440.000000 Penalty: 5998.166504
	Iteration 129Q: 3 clusters Score -2.538444e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 130941 members 
Entering Unmasked Estep 
Score: -25384436.000000 Penalty: 5998.166504
	Iteration 130Q: 3 clusters Score -2.538444e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 130890 members 
Entering Unmasked Estep 
Score: -25384404.000000 Penalty: 5998.166504
	Iteration 131Q: 3 clusters Score -2.53844e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 130855 members 
Entering Unmasked Estep 
Score: -25384382.000000 Penalty: 5998.166504
	Iteration 132Q: 3 clusters Score -2.538438e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 130824 members 
Entering Unmasked Estep 
Score: -25384328.000000 Penalty: 5998.166504
	Iteration 133Q: 3 clusters Score -2.538433e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 130766 members 
Entering Unmasked Estep 
Score: -25384282.000000 Penalty: 5998.166504
	Iteration 134Q: 3 clusters Score -2.538428e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -25384312.000000 Penalty: 5998.166504
	Iteration 135Q: 3 clusters Score -2.538431e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 130672 members 
Entering Unmasked Estep 
Score: -25384282.000000 Penalty: 5998.166504
	Iteration 136Q: 3 clusters Score -2.538428e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 130628 members 
Entering Unmasked Estep 
Score: -25384280.000000 Penalty: 5998.166504
	Iteration 137Q: 3 clusters Score -2.538428e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 130593 members 
Entering Unmasked Estep 
Score: -25384268.000000 Penalty: 5998.166504
	Iteration 138Q: 3 clusters Score -2.538427e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 130548 members 
Entering Unmasked Estep 
Score: -25384300.000000 Penalty: 5998.166504
	Iteration 139Q: 3 clusters Score -2.53843e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 130496 members 
Entering Unmasked Estep 
Score: -25384224.000000 Penalty: 5998.166504
	Iteration 140F: 3 clusters Score -2.538422e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 130449 members 
Entering Unmasked Estep 
Score: -25384224.000000 Penalty: 5998.166504
	Iteration 141Q: 3 clusters Score -2.538422e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 130399 members 
Entering Unmasked Estep 
Score: -25384222.000000 Penalty: 5998.166504
	Iteration 142Q: 3 clusters Score -2.538422e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 130346 members 
Entering Unmasked Estep 
Score: -25384194.000000 Penalty: 5998.166504
	Iteration 143Q: 3 clusters Score -2.538419e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 130291 members 
Entering Unmasked Estep 
Score: -25384178.000000 Penalty: 5998.166504
	Iteration 144Q: 3 clusters Score -2.538418e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 130243 members 
Entering Unmasked Estep 
Score: -25384150.000000 Penalty: 5998.166504
	Iteration 145Q: 3 clusters Score -2.538415e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 130188 members 
Entering Unmasked Estep 
Score: -25384128.000000 Penalty: 5998.166504
	Iteration 146Q: 3 clusters Score -2.538413e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 130145 members 
Entering Unmasked Estep 
Score: -25384070.000000 Penalty: 5998.166504
	Iteration 147Q: 3 clusters Score -2.538407e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 130097 members 
Entering Unmasked Estep 
Score: -25384068.000000 Penalty: 5998.166504
	Iteration 148Q: 3 clusters Score -2.538407e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 130037 members 
Entering Unmasked Estep 
Score: -25384024.000000 Penalty: 5998.166504
	Iteration 149Q: 3 clusters Score -2.538402e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 129979 members 
Entering Unmasked Estep 
Score: -25384010.000000 Penalty: 5998.166504
	Iteration 150Q: 3 clusters Score -2.538401e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 129914 members 
Entering Unmasked Estep 
Score: -25384000.000000 Penalty: 5998.166504
	Iteration 151Q: 3 clusters Score -2.5384e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 129851 members 
Entering Unmasked Estep 
Score: -25384004.000000 Penalty: 5998.166504
	Iteration 152Q: 3 clusters Score -2.5384e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 129798 members 
Entering Unmasked Estep 
Score: -25383992.000000 Penalty: 5998.166504
	Iteration 153Q: 3 clusters Score -2.538399e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 129751 members 
Entering Unmasked Estep 
Score: -25384014.000000 Penalty: 5998.166504
	Iteration 154Q: 3 clusters Score -2.538401e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 129718 members 
Entering Unmasked Estep 
Score: -25383990.000000 Penalty: 5998.166504
	Iteration 155Q: 3 clusters Score -2.538399e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 129691 members 
Entering Unmasked Estep 
Score: -25383954.000000 Penalty: 5998.166504
	Iteration 156Q: 3 clusters Score -2.538395e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 129658 members 
Entering Unmasked Estep 
Score: -25383962.000000 Penalty: 5998.166504
	Iteration 157Q: 3 clusters Score -2.538396e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 129617 members 
Entering Unmasked Estep 
Score: -25383960.000000 Penalty: 5998.166504
	Iteration 158Q: 3 clusters Score -2.538396e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 129569 members 
Entering Unmasked Estep 
Score: -25383924.000000 Penalty: 5998.166504
	Iteration 159Q: 3 clusters Score -2.538392e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 129507 members 
Entering Unmasked Estep 
Score: -25383940.000000 Penalty: 5998.166504
	Iteration 160F: 3 clusters Score -2.538394e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 129464 members 
Entering Unmasked Estep 
Score: -25383952.000000 Penalty: 5998.166504
	Iteration 161Q: 3 clusters Score -2.538395e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 129428 members 
Entering Unmasked Estep 
Score: -25383930.000000 Penalty: 5998.166504
	Iteration 162Q: 3 clusters Score -2.538393e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 129387 members 
Entering Unmasked Estep 
Score: -25383928.000000 Penalty: 5998.166504
	Iteration 163Q: 3 clusters Score -2.538393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 129353 members 
Entering Unmasked Estep 
Score: -25383928.000000 Penalty: 5998.166504
	Iteration 164Q: 3 clusters Score -2.538393e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 129310 members 
Entering Unmasked Estep 
Score: -25383904.000000 Penalty: 5998.166504
	Iteration 165Q: 3 clusters Score -2.53839e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 129267 members 
Entering Unmasked Estep 
Score: -25383916.000000 Penalty: 5998.166504
	Iteration 166Q: 3 clusters Score -2.538392e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 129223 members 
Entering Unmasked Estep 
Score: -25383886.000000 Penalty: 5998.166504
	Iteration 167Q: 3 clusters Score -2.538389e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 129180 members 
Entering Unmasked Estep 
Score: -25383866.000000 Penalty: 5998.166504
	Iteration 168Q: 3 clusters Score -2.538387e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 129132 members 
Entering Unmasked Estep 
Score: -25383840.000000 Penalty: 5998.166504
	Iteration 169Q: 3 clusters Score -2.538384e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 129074 members 
Entering Unmasked Estep 
Score: -25383808.000000 Penalty: 5998.166504
	Iteration 170Q: 3 clusters Score -2.538381e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 129004 members 
Entering Unmasked Estep 
Score: -25383766.000000 Penalty: 5998.166504
	Iteration 171Q: 3 clusters Score -2.538377e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 128940 members 
Entering Unmasked Estep 
Score: -25383744.000000 Penalty: 5998.166504
	Iteration 172Q: 3 clusters Score -2.538374e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 128882 members 
Entering Unmasked Estep 
Score: -25383728.000000 Penalty: 5998.166504
	Iteration 173Q: 3 clusters Score -2.538373e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 128821 members 
Entering Unmasked Estep 
Score: -25383720.000000 Penalty: 5998.166504
	Iteration 174Q: 3 clusters Score -2.538372e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 128765 members 
Entering Unmasked Estep 
Score: -25383720.000000 Penalty: 5998.166504
	Iteration 175Q: 3 clusters Score -2.538372e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 128705 members 
Entering Unmasked Estep 
Score: -25383782.000000 Penalty: 5998.166504
	Iteration 176Q: 3 clusters Score -2.538378e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 128640 members 
Entering Unmasked Estep 
Score: -25383764.000000 Penalty: 5998.166504
	Iteration 177Q: 3 clusters Score -2.538376e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 128568 members 
Entering Unmasked Estep 
Score: -25383752.000000 Penalty: 5998.166504
	Iteration 178Q: 3 clusters Score -2.538375e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 128516 members 
Entering Unmasked Estep 
Score: -25383704.000000 Penalty: 5998.166504
	Iteration 179Q: 3 clusters Score -2.53837e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 128451 members 
Entering Unmasked Estep 
Score: -25383696.000000 Penalty: 5998.166504
	Iteration 180F: 3 clusters Score -2.53837e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 128397 members 
Entering Unmasked Estep 
Score: -25383692.000000 Penalty: 5998.166504
	Iteration 181Q: 3 clusters Score -2.538369e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 128344 members 
Entering Unmasked Estep 
Score: -25383680.000000 Penalty: 5998.166504
	Iteration 182Q: 3 clusters Score -2.538368e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 128297 members 
Entering Unmasked Estep 
Score: -25383672.000000 Penalty: 5998.166504
	Iteration 183Q: 3 clusters Score -2.538367e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 128262 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2.53837e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 128228 members 
Entering Unmasked Estep 
Score: -25383676.000000 Penalty: 5998.166504
	Iteration 185Q: 3 clusters Score -2.538368e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 128191 members 
Entering Unmasked Estep 
Score: -25383696.000000 Penalty: 5998.166504
	Iteration 186Q: 3 clusters Score -2.53837e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 128155 members 
Entering Unmasked Estep 
Score: -25383688.000000 Penalty: 5998.166504
	Iteration 187Q: 3 clusters Score -2.538369e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 128113 members 
Entering Unmasked Estep 
Score: -25383682.000000 Penalty: 5998.166504
	Iteration 188Q: 3 clusters Score -2.538368e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 128073 members 
Entering Unmasked Estep 
Score: -25383672.000000 Penalty: 5998.166504
	Iteration 189Q: 3 clusters Score -2.538367e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 128034 members 
Entering Unmasked Estep 
Score: -25383648.000000 Penalty: 5998.166504
	Iteration 190Q: 3 clusters Score -2.538365e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 127997 members 
Entering Unmasked Estep 
Score: -25383660.000000 Penalty: 5998.166504
	Iteration 191Q: 3 clusters Score -2.538366e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 127965 members 
Entering Unmasked Estep 
Score: -25383658.000000 Penalty: 5998.166504
	Iteration 192Q: 3 clusters Score -2.538366e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 127937 members 
Entering Unmasked Estep 
Score: -25383648.000000 Penalty: 5998.166504
	Iteration 193Q: 3 clusters Score -2.538365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 127912 members 
Entering Unmasked Estep 
Score: -25383656.000000 Penalty: 5998.166504
	Iteration 194Q: 3 clusters Score -2.538366e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 127882 members 
Entering Unmasked Estep 
Score: -25383668.000000 Penalty: 5998.166504
	Iteration 195Q: 3 clusters Score -2.538367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 127851 members 
Entering Unmasked Estep 
Score: -25383646.000000 Penalty: 5998.166504
	Iteration 196Q: 3 clusters Score -2.538365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 127828 members 
Entering Unmasked Estep 
Score: -25383662.000000 Penalty: 5998.166504
	Iteration 197Q: 3 clusters Score -2.538366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 127804 members 
Entering Unmasked Estep 
Score: -25383670.000000 Penalty: 5998.166504
	Iteration 198Q: 3 clusters Score -2.538367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 127777 members 
Entering Unmasked Estep 
Score: -25383664.000000 Penalty: 5998.166504
	Iteration 199Q: 3 clusters Score -2.538366e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 127747 members 
Entering Unmasked Estep 
Score: -25383642.000000 Penalty: 5998.166504
	Iteration 200F: 3 clusters Score -2.538364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 127714 members 
Entering Unmasked Estep 
Score: -25383638.000000 Penalty: 5998.166504
	Iteration 201Q: 3 clusters Score -2.538364e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 127680 members 
Entering Unmasked Estep 
Score: -25383624.000000 Penalty: 5998.166504
	Iteration 202Q: 3 clusters Score -2.538362e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 127639 members 
Entering Unmasked Estep 
Score: -25383642.000000 Penalty: 5998.166504
	Iteration 203Q: 3 clusters Score -2.538364e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 127596 members 
Entering Unmasked Estep 
Score: -25383648.000000 Penalty: 5998.166504
	Iteration 204Q: 3 clusters Score -2.538365e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 127557 members 
Entering Unmasked Estep 
Score: -25383638.000000 Penalty: 5998.166504
	Iteration 205Q: 3 clusters Score -2.538364e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 127518 members 
Entering Unmasked Estep 
Score: -25383652.000000 Penalty: 5998.166504
	Iteration 206Q: 3 clusters Score -2.538365e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 127479 members 
Entering Unmasked Estep 
Score: -25383664.000000 Penalty: 5998.166504
	Iteration 207Q: 3 clusters Score -2.538366e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 127442 members 
Entering Unmasked Estep 
Score: -25383652.000000 Penalty: 5998.166504
	Iteration 208Q: 3 clusters Score -2.538365e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 127408 members 
Entering Unmasked Estep 
Score: -25383660.000000 Penalty: 5998.166504
	Iteration 209Q: 3 clusters Score -2.538366e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 127375 members 
Entering Unmasked Estep 
Score: -25383634.000000 Penalty: 5998.166504
	Iteration 210Q: 3 clusters Score -2.538363e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -25383652.000000 Penalty: 5998.166504
	Iteration 211Q: 3 clusters Score -2.538365e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 127287 members 
Entering Unmasked Estep 
Score: -25383670.000000 Penalty: 5998.166504
	Iteration 212Q: 3 clusters Score -2.538367e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 127237 members 
Entering Unmasked Estep 
Score: -25383680.000000 Penalty: 5998.166504
	Iteration 213Q: 3 clusters Score -2.538368e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 127188 members 
Entering Unmasked Estep 
Score: -25383676.000000 Penalty: 5998.166504
	Iteration 214Q: 3 clusters Score -2.538368e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 127133 members 
Entering Unmasked Estep 
Score: -25383698.000000 Penalty: 5998.166504
	Iteration 215Q: 3 clusters Score -2.53837e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 127071 members 
Entering Unmasked Estep 
Score: -25383678.000000 Penalty: 5998.166504
	Iteration 216Q: 3 clusters Score -2.538368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 126998 members 
Entering Unmasked Estep 
Score: -25383668.000000 Penalty: 5998.166504
	Iteration 217Q: 3 clusters Score -2.538367e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 126928 members 
Entering Unmasked Estep 
Score: -25383650.000000 Penalty: 5998.166504
	Iteration 218Q: 3 clusters Score -2.538365e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -25383664.000000 Penalty: 5998.166504
	Iteration 219Q: 3 clusters Score -2.538366e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 126785 members 
Entering Unmasked Estep 
Score: -25383650.000000 Penalty: 5998.166504
	Iteration 220F: 3 clusters Score -2.538365e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 126726 members 
Entering Unmasked Estep 
Score: -25383650.000000 Penalty: 5998.166504
	Iteration 221Q: 3 clusters Score -2.538365e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 126668 members 
Entering Unmasked Estep 
Score: -25383636.000000 Penalty: 5998.166504
	Iteration 222Q: 3 clusters Score -2.538364e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 126618 members 
Entering Unmasked Estep 
Score: -25383628.000000 Penalty: 5998.166504
	Iteration 223Q: 3 clusters Score -2.538363e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 126572 members 
Entering Unmasked Estep 
Score: -25383628.000000 Penalty: 5998.166504
	Iteration 224Q: 3 clusters Score -2.538363e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -25383628.000000 Penalty: 5998.166504
	Iteration 225Q: 3 clusters Score -2.538363e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 126467 members 
Entering Unmasked Estep 
Score: -25383640.000000 Penalty: 5998.166504
	Iteration 226Q: 3 clusters Score -2.538364e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 126408 members 
Entering Unmasked Estep 
Score: -25383606.000000 Penalty: 5998.166504
	Iteration 227Q: 3 clusters Score -2.538361e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 126357 members 
Entering Unmasked Estep 
Score: -25383626.000000 Penalty: 5998.166504
	Iteration 228Q: 3 clusters Score -2.538363e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 126316 members 
Entering Unmasked Estep 
Score: -25383606.000000 Penalty: 5998.166504
	Iteration 229Q: 3 clusters Score -2.538361e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 126267 members 
Entering Unmasked Estep 
Score: -25383600.000000 Penalty: 5998.166504
	Iteration 230Q: 3 clusters Score -2.53836e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 126229 members 
Entering Unmasked Estep 
Score: -25383618.000000 Penalty: 5998.166504
	Iteration 231Q: 3 clusters Score -2.538362e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 126171 members 
Entering Unmasked Estep 
Score: -25383636.000000 Penalty: 5998.166504
	Iteration 232Q: 3 clusters Score -2.538364e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 126118 members 
Entering Unmasked Estep 
Score: -25383624.000000 Penalty: 5998.166504
	Iteration 233Q: 3 clusters Score -2.538362e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 126050 members 
Entering Unmasked Estep 
Score: -25383678.000000 Penalty: 5998.166504
	Iteration 234Q: 3 clusters Score -2.538368e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 125973 members 
Entering Unmasked Estep 
Score: -25383690.000000 Penalty: 5998.166504
	Iteration 235Q: 3 clusters Score -2.538369e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 125901 members 
Entering Unmasked Estep 
Score: -25383676.000000 Penalty: 5998.166504
	Iteration 236Q: 3 clusters Score -2.538368e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 125834 members 
Entering Unmasked Estep 
Score: -25383698.000000 Penalty: 5998.166504
	Iteration 237Q: 3 clusters Score -2.53837e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 125770 members 
Entering Unmasked Estep 
Score: -25383702.000000 Penalty: 5998.166504
	Iteration 238Q: 3 clusters Score -2.53837e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -25383654.000000 Penalty: 5998.166504
	Iteration 239Q: 3 clusters Score -2.538365e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 125643 members 
Entering Unmasked Estep 
Score: -25383644.000000 Penalty: 5998.166504
	Iteration 240F: 3 clusters Score -2.538364e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 125580 members 
Entering Unmasked Estep 
Score: -25383636.000000 Penalty: 5998.166504
	Iteration 241Q: 3 clusters Score -2.538364e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 125497 members 
Entering Unmasked Estep 
Score: -25383670.000000 Penalty: 5998.166504
	Iteration 242Q: 3 clusters Score -2.538367e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 125420 members 
Entering Unmasked Estep 
Score: -25383666.000000 Penalty: 5998.166504
	Iteration 243Q: 3 clusters Score -2.538367e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 125355 members 
Entering Unmasked Estep 
Score: -25383692.000000 Penalty: 5998.166504
	Iteration 244Q: 3 clusters Score -2.538369e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 125302 members 
Entering Unmasked Estep 
Score: -25383686.000000 Penalty: 5998.166504
	Iteration 245Q: 3 clusters Score -2.538369e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 125250 members 
Entering Unmasked Estep 
Score: -25383662.000000 Penalty: 5998.166504
	Iteration 246Q: 3 clusters Score -2.538366e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 125180 members 
Entering Unmasked Estep 
Score: -25383658.000000 Penalty: 5998.166504
	Iteration 247Q: 3 clusters Score -2.538366e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 125100 members 
Entering Unmasked Estep 
Score: -25383652.000000 Penalty: 5998.166504
	Iteration 248Q: 3 clusters Score -2.538365e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 125009 members 
Entering Unmasked Estep 
Score: -25383634.000000 Penalty: 5998.166504
	Iteration 249Q: 3 clusters Score -2.538363e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 124924 members 
Entering Unmasked Estep 
Score: -25383614.000000 Penalty: 5998.166504
	Iteration 250Q: 3 clusters Score -2.538361e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
Score: -25383632.000000 Penalty: 5998.166504
	Iteration 251Q: 3 clusters Score -2.538363e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 124771 members 
Entering Unmasked Estep 
Score: -25383622.000000 Penalty: 5998.166504
	Iteration 252Q: 3 clusters Score -2.538362e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 124698 members 
Entering Unmasked Estep 
Score: -25383638.000000 Penalty: 5998.166504
	Iteration 253Q: 3 clusters Score -2.538364e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 124630 members 
Entering Unmasked Estep 
Score: -25383638.000000 Penalty: 5998.166504
	Iteration 254Q: 3 clusters Score -2.538364e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 124562 members 
Entering Unmasked Estep 
Score: -25383614.000000 Penalty: 5998.166504
	Iteration 255Q: 3 clusters Score -2.538361e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 124479 members 
Entering Unmasked Estep 
Score: -25383600.000000 Penalty: 5998.166504
	Iteration 256Q: 3 clusters Score -2.53836e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 124386 members 
Entering Unmasked Estep 
Score: -25383626.000000 Penalty: 5998.166504
	Iteration 257Q: 3 clusters Score -2.538363e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 124297 members 
Entering Unmasked Estep 
Score: -25383660.000000 Penalty: 5998.166504
	Iteration 258Q: 3 clusters Score -2.538366e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 124207 members 
Entering Unmasked Estep 
Score: -25383658.000000 Penalty: 5998.166504
	Iteration 259Q: 3 clusters Score -2.538366e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 124097 members 
Entering Unmasked Estep 
Score: -25383630.000000 Penalty: 5998.166504
	Iteration 260F: 3 clusters Score -2.538363e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 124012 members 
Entering Unmasked Estep 
Score: -25383672.000000 Penalty: 5998.166504
	Iteration 261Q: 3 clusters Score -2.538367e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 123908 members 
Entering Unmasked Estep 
Score: -25383664.000000 Penalty: 5998.166504
	Iteration 262Q: 3 clusters Score -2.538366e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 123799 members 
Entering Unmasked Estep 
Score: -25383662.000000 Penalty: 5998.166504
	Iteration 263Q: 3 clusters Score -2.538366e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 123693 members 
Entering Unmasked Estep 
Score: -25383650.000000 Penalty: 5998.166504
	Iteration 264Q: 3 clusters Score -2.538365e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 123581 members 
Entering Unmasked Estep 
Score: -25383666.000000 Penalty: 5998.166504
	Iteration 265Q: 3 clusters Score -2.538367e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 123474 members 
Entering Unmasked Estep 
Score: -25383642.000000 Penalty: 5998.166504
	Iteration 266Q: 3 clusters Score -2.538364e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 123391 members 
Entering Unmasked Estep 
Score: -25383638.000000 Penalty: 5998.166504
	Iteration 267Q: 3 clusters Score -2.538364e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 123314 members 
Entering Unmasked Estep 
Score: -25383666.000000 Penalty: 5998.166504
	Iteration 268Q: 3 clusters Score -2.538367e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 123225 members 
Entering Unmasked Estep 
Score: -25383656.000000 Penalty: 5998.166504
	Iteration 269Q: 3 clusters Score -2.538366e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 123146 members 
Entering Unmasked Estep 
Score: -25383652.000000 Penalty: 5998.166504
	Iteration 270Q: 3 clusters Score -2.538365e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 123066 members 
Entering Unmasked Estep 
Score: -25383698.000000 Penalty: 5998.166504
	Iteration 271Q: 3 clusters Score -2.53837e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 122995 members 
Entering Unmasked Estep 
Score: -25383702.000000 Penalty: 5998.166504
	Iteration 272Q: 3 clusters Score -2.53837e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 122921 members 
Entering Unmasked Estep 
Score: -25383688.000000 Penalty: 5998.166504
	Iteration 273Q: 3 clusters Score -2.538369e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 122853 members 
Entering Unmasked Estep 
Score: -25383732.000000 Penalty: 5998.166504
	Iteration 274Q: 3 clusters Score -2.538373e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 122800 members 
Entering Unmasked Estep 
Score: -25383726.000000 Penalty: 5998.166504
	Iteration 275Q: 3 clusters Score -2.538373e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -25383696.000000 Penalty: 5998.166504
	Iteration 276Q: 3 clusters Score -2.53837e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 122698 members 
Entering Unmasked Estep 
Score: -25383686.000000 Penalty: 5998.166504
	Iteration 277Q: 3 clusters Score -2.538369e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 122639 members 
Entering Unmasked Estep 
Score: -25383676.000000 Penalty: 5998.166504
	Iteration 278Q: 3 clusters Score -2.538368e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 122576 members 
Entering Unmasked Estep 
Score: -25383650.000000 Penalty: 5998.166504
	Iteration 279Q: 3 clusters Score -2.538365e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 122509 members 
Entering Unmasked Estep 
Score: -25383694.000000 Penalty: 5998.166504
	Iteration 280F: 3 clusters Score -2.538369e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 122446 members 
Entering Unmasked Estep 
Score: -25383652.000000 Penalty: 5998.166504
	Iteration 281Q: 3 clusters Score -2.538365e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 122373 members 
Entering Unmasked Estep 
Score: -25383680.000000 Penalty: 5998.166504
	Iteration 282Q: 3 clusters Score -2.538368e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 122295 members 
Entering Unmasked Estep 
Score: -25383652.000000 Penalty: 5998.166504
	Iteration 283Q: 3 clusters Score -2.538365e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 122192 members 
Entering Unmasked Estep 
Score: -25383622.000000 Penalty: 5998.166504
	Iteration 284Q: 3 clusters Score -2.538362e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 122086 members 
Entering Unmasked Estep 
Score: -25383662.000000 Penalty: 5998.166504
	Iteration 285Q: 3 clusters Score -2.538366e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 121984 members 
Entering Unmasked Estep 
Score: -25383652.000000 Penalty: 5998.166504
	Iteration 286Q: 3 clusters Score -2.538365e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 121896 members 
Entering Unmasked Estep 
Score: -25383668.000000 Penalty: 5998.166504
	Iteration 287Q: 3 clusters Score -2.538367e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 121814 members 
Entering Unmasked Estep 
Score: -25383696.000000 Penalty: 5998.166504
	Iteration 288Q: 3 clusters Score -2.53837e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 121740 members 
Entering Unmasked Estep 
Score: -25383736.000000 Penalty: 5998.166504
	Iteration 289Q: 3 clusters Score -2.538374e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 121676 members 
Entering Unmasked Estep 
Score: -25383742.000000 Penalty: 5998.166504
	Iteration 290Q: 3 clusters Score -2.538374e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 121610 members 
Entering Unmasked Estep 
Score: -25383764.000000 Penalty: 5998.166504
	Iteration 291Q: 3 clusters Score -2.538376e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 121557 members 
Entering Unmasked Estep 
Score: -25383776.000000 Penalty: 5998.166504
	Iteration 292Q: 3 clusters Score -2.538378e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -25383794.000000 Penalty: 5998.166504
	Iteration 293Q: 3 clusters Score -2.538379e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 121438 members 
Entering Unmasked Estep 
Score: -25383826.000000 Penalty: 5998.166504
	Iteration 294Q: 3 clusters Score -2.538383e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -25383824.000000 Penalty: 5998.166504
	Iteration 295Q: 3 clusters Score -2.538382e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 121330 members 
Entering Unmasked Estep 
Score: -25383834.000000 Penalty: 5998.166504
	Iteration 296Q: 3 clusters Score -2.538383e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -25383824.000000 Penalty: 5998.166504
	Iteration 297Q: 3 clusters Score -2.538382e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 121237 members 
Entering Unmasked Estep 
Score: -25383826.000000 Penalty: 5998.166504
	Iteration 298Q: 3 clusters Score -2.538383e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 121188 members 
Entering Unmasked Estep 
Score: -25383814.000000 Penalty: 5998.166504
	Iteration 299Q: 3 clusters Score -2.538381e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 121132 members 
Entering Unmasked Estep 
Score: -25383828.000000 Penalty: 5998.166504
	Iteration 300F: 3 clusters Score -2.538383e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -25383834.000000 Penalty: 5998.166504
	Iteration 301Q: 3 clusters Score -2.538383e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 121033 members 
Entering Unmasked Estep 
Score: -25383834.000000 Penalty: 5998.166504
	Iteration 302Q: 3 clusters Score -2.538383e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 120986 members 
Entering Unmasked Estep 
Score: -25383862.000000 Penalty: 5998.166504
	Iteration 303Q: 3 clusters Score -2.538386e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 120937 members 
Entering Unmasked Estep 
Score: -25383862.000000 Penalty: 5998.166504
	Iteration 304Q: 3 clusters Score -2.538386e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 120875 members 
Entering Unmasked Estep 
Score: -25383896.000000 Penalty: 5998.166504
	Iteration 305Q: 3 clusters Score -2.53839e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 120806 members 
Entering Unmasked Estep 
Score: -25383894.000000 Penalty: 5998.166504
	Iteration 306Q: 3 clusters Score -2.538389e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 120732 members 
Entering Unmasked Estep 
Score: -25383886.000000 Penalty: 5998.166504
	Iteration 307Q: 3 clusters Score -2.538389e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 120650 members 
Entering Unmasked Estep 
Score: -25383894.000000 Penalty: 5998.166504
	Iteration 308Q: 3 clusters Score -2.538389e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 120574 members 
Entering Unmasked Estep 
Score: -25383868.000000 Penalty: 5998.166504
	Iteration 309Q: 3 clusters Score -2.538387e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 120503 members 
Entering Unmasked Estep 
Score: -25383844.000000 Penalty: 5998.166504
	Iteration 310Q: 3 clusters Score -2.538384e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 120430 members 
Entering Unmasked Estep 
Score: -25383836.000000 Penalty: 5998.166504
	Iteration 311Q: 3 clusters Score -2.538384e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 120343 members 
Entering Unmasked Estep 
Score: -25383832.000000 Penalty: 5998.166504
	Iteration 312Q: 3 clusters Score -2.538383e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 120258 members 
Entering Unmasked Estep 
Score: -25383870.000000 Penalty: 5998.166504
	Iteration 313Q: 3 clusters Score -2.538387e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 120164 members 
Entering Unmasked Estep 
Score: -25383874.000000 Penalty: 5998.166504
	Iteration 314Q: 3 clusters Score -2.538387e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 120059 members 
Entering Unmasked Estep 
Score: -25383886.000000 Penalty: 5998.166504
	Iteration 315Q: 3 clusters Score -2.538389e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 119960 members 
Entering Unmasked Estep 
Score: -25383930.000000 Penalty: 5998.166504
	Iteration 316Q: 3 clusters Score -2.538393e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 119877 members 
Entering Unmasked Estep 
Score: -25383926.000000 Penalty: 5998.166504
	Iteration 317Q: 3 clusters Score -2.538393e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 119775 members 
Entering Unmasked Estep 
Score: -25383948.000000 Penalty: 5998.166504
	Iteration 318Q: 3 clusters Score -2.538395e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 119659 members 
Entering Unmasked Estep 
Score: -25383992.000000 Penalty: 5998.166504
	Iteration 319Q: 3 clusters Score -2.538399e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 119557 members 
Entering Unmasked Estep 
Score: -25384022.000000 Penalty: 5998.166504
	Iteration 320F: 3 clusters Score -2.538402e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 119461 members 
Entering Unmasked Estep 
Score: -25384068.000000 Penalty: 5998.166504
	Iteration 321Q: 3 clusters Score -2.538407e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 119376 members 
Entering Unmasked Estep 
Score: -25384002.000000 Penalty: 5998.166504
	Iteration 322Q: 3 clusters Score -2.5384e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -25383988.000000 Penalty: 5998.166504
	Iteration 323Q: 3 clusters Score -2.538399e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 119200 members 
Entering Unmasked Estep 
Score: -25384006.000000 Penalty: 5998.166504
	Iteration 324Q: 3 clusters Score -2.538401e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 119115 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -2.5384e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 119029 members 
Entering Unmasked Estep 
Score: -25384012.000000 Penalty: 5998.166504
	Iteration 326Q: 3 clusters Score -2.538401e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -25384020.000000 Penalty: 5998.166504
	Iteration 327Q: 3 clusters Score -2.538402e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 118855 members 
Entering Unmasked Estep 
Score: -25384056.000000 Penalty: 5998.166504
	Iteration 328Q: 3 clusters Score -2.538406e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 118770 members 
Entering Unmasked Estep 
Score: -25384046.000000 Penalty: 5998.166504
	Iteration 329Q: 3 clusters Score -2.538405e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -25384050.000000 Penalty: 5998.166504
	Iteration 330Q: 3 clusters Score -2.538405e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 118568 members 
Entering Unmasked Estep 
Score: -25384054.000000 Penalty: 5998.166504
	Iteration 331Q: 3 clusters Score -2.538405e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 118500 members 
Entering Unmasked Estep 
Score: -25384078.000000 Penalty: 5998.166504
	Iteration 332Q: 3 clusters Score -2.538408e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 118432 members 
Entering Unmasked Estep 
Score: -25384078.000000 Penalty: 5998.166504
	Iteration 333Q: 3 clusters Score -2.538408e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 118379 members 
Entering Unmasked Estep 
Score: -25384072.000000 Penalty: 5998.166504
	Iteration 334Q: 3 clusters Score -2.538407e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 118328 members 
Entering Unmasked Estep 
Score: -25384058.000000 Penalty: 5998.166504
	Iteration 335Q: 3 clusters Score -2.538406e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 118277 members 
Entering Unmasked Estep 
Score: -25384094.000000 Penalty: 5998.166504
	Iteration 336Q: 3 clusters Score -2.538409e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 118236 members 
Entering Unmasked Estep 
Score: -25384084.000000 Penalty: 5998.166504
	Iteration 337Q: 3 clusters Score -2.538408e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 118204 members 
Entering Unmasked Estep 
Score: -25384068.000000 Penalty: 5998.166504
	Iteration 338Q: 3 clusters Score -2.538407e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 118165 members 
Entering Unmasked Estep 
Score: -25384052.000000 Penalty: 5998.166504
	Iteration 339Q: 3 clusters Score -2.538405e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 118111 members 
Entering Unmasked Estep 
Score: -25384098.000000 Penalty: 5998.166504
	Iteration 340F: 3 clusters Score -2.53841e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 118058 members 
Entering Unmasked Estep 
Score: -25384084.000000 Penalty: 5998.166504
	Iteration 341Q: 3 clusters Score -2.538408e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 118006 members 
Entering Unmasked Estep 
Score: -25384114.000000 Penalty: 5998.166504
	Iteration 342Q: 3 clusters Score -2.538411e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 117964 members 
Entering Unmasked Estep 
Score: -25384086.000000 Penalty: 5998.166504
	Iteration 343Q: 3 clusters Score -2.538409e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 117916 members 
Entering Unmasked Estep 
Score: -25384126.000000 Penalty: 5998.166504
	Iteration 344Q: 3 clusters Score -2.538413e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 117865 members 
Entering Unmasked Estep 
Score: -25384134.000000 Penalty: 5998.166504
	Iteration 345Q: 3 clusters Score -2.538413e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -25384108.000000 Penalty: 5998.166504
	Iteration 346Q: 3 clusters Score -2.538411e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 117777 members 
Entering Unmasked Estep 
Score: -25384118.000000 Penalty: 5998.166504
	Iteration 347Q: 3 clusters Score -2.538412e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60886 members 
Mstep: Class 2 contains 117745 members 
Entering Unmasked Estep 
Score: -25384124.000000 Penalty: 5998.166504
	Iteration 348Q: 3 clusters Score -2.538412e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 117716 members 
Entering Unmasked Estep 
Score: -25384116.000000 Penalty: 5998.166504
	Iteration 349Q: 3 clusters Score -2.538412e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 117691 members 
Entering Unmasked Estep 
Score: -25384128.000000 Penalty: 5998.166504
	Iteration 350Q: 3 clusters Score -2.538413e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -25384122.000000 Penalty: 5998.166504
	Iteration 351Q: 3 clusters Score -2.538412e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 117636 members 
Entering Unmasked Estep 
Score: -25384102.000000 Penalty: 5998.166504
	Iteration 352Q: 3 clusters Score -2.53841e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 117612 members 
Entering Unmasked Estep 
Score: -25384102.000000 Penalty: 5998.166504
	Iteration 353Q: 3 clusters Score -2.53841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 117591 members 
Entering Unmasked Estep 
Score: -25384082.000000 Penalty: 5998.166504
	Iteration 354Q: 3 clusters Score -2.538408e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 117572 members 
Entering Unmasked Estep 
Score: -25384086.000000 Penalty: 5998.166504
	Iteration 355Q: 3 clusters Score -2.538409e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 117549 members 
Entering Unmasked Estep 
Score: -25384068.000000 Penalty: 5998.166504
	Iteration 356Q: 3 clusters Score -2.538407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 117526 members 
Entering Unmasked Estep 
Score: -25384054.000000 Penalty: 5998.166504
	Iteration 357Q: 3 clusters Score -2.538405e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 117494 members 
Entering Unmasked Estep 
Score: -25384040.000000 Penalty: 5998.166504
	Iteration 358Q: 3 clusters Score -2.538404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 117463 members 
Entering Unmasked Estep 
Score: -25384050.000000 Penalty: 5998.166504
	Iteration 359Q: 3 clusters Score -2.538405e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 117439 members 
Entering Unmasked Estep 
Score: -25384030.000000 Penalty: 5998.166504
	Iteration 360F: 3 clusters Score -2.538403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 117422 members 
Entering Unmasked Estep 
Score: -25384034.000000 Penalty: 5998.166504
	Iteration 361Q: 3 clusters Score -2.538403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 117406 members 
Entering Unmasked Estep 
Score: -25384008.000000 Penalty: 5998.166504
	Iteration 362Q: 3 clusters Score -2.538401e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 117387 members 
Entering Unmasked Estep 
Score: -25384026.000000 Penalty: 5998.166504
	Iteration 363Q: 3 clusters Score -2.538403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 117368 members 
Entering Unmasked Estep 
Score: -25384036.000000 Penalty: 5998.166504
	Iteration 364Q: 3 clusters Score -2.538404e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 117346 members 
Entering Unmasked Estep 
Score: -25383974.000000 Penalty: 5998.166504
	Iteration 365Q: 3 clusters Score -2.538397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 117317 members 
Entering Unmasked Estep 
Score: -25383992.000000 Penalty: 5998.166504
	Iteration 366Q: 3 clusters Score -2.538399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 117296 members 
Entering Unmasked Estep 
Score: -25384004.000000 Penalty: 5998.166504
	Iteration 367Q: 3 clusters Score -2.5384e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 117262 members 
Entering Unmasked Estep 
Score: -25384024.000000 Penalty: 5998.166504
	Iteration 368Q: 3 clusters Score -2.538402e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 117224 members 
Entering Unmasked Estep 
Score: -25383994.000000 Penalty: 5998.166504
	Iteration 369Q: 3 clusters Score -2.538399e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 117184 members 
Entering Unmasked Estep 
Score: -25384000.000000 Penalty: 5998.166504
	Iteration 370Q: 3 clusters Score -2.5384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 117140 members 
Entering Unmasked Estep 
Score: -25383984.000000 Penalty: 5998.166504
	Iteration 371Q: 3 clusters Score -2.538398e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 117103 members 
Entering Unmasked Estep 
Score: -25383978.000000 Penalty: 5998.166504
	Iteration 372Q: 3 clusters Score -2.538398e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 117066 members 
Entering Unmasked Estep 
Score: -25383992.000000 Penalty: 5998.166504
	Iteration 373Q: 3 clusters Score -2.538399e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 117039 members 
Entering Unmasked Estep 
Score: -25383984.000000 Penalty: 5998.166504
	Iteration 374Q: 3 clusters Score -2.538398e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 117015 members 
Entering Unmasked Estep 
Score: -25383978.000000 Penalty: 5998.166504
	Iteration 375Q: 3 clusters Score -2.538398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 116995 members 
Entering Unmasked Estep 
Score: -25383998.000000 Penalty: 5998.166504
	Iteration 376Q: 3 clusters Score -2.5384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 116983 members 
Entering Unmasked Estep 
Score: -25383994.000000 Penalty: 5998.166504
	Iteration 377Q: 3 clusters Score -2.538399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 116966 members 
Entering Unmasked Estep 
Score: -25384000.000000 Penalty: 5998.166504
	Iteration 378Q: 3 clusters Score -2.5384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 116958 members 
Entering Unmasked Estep 
Score: -25384010.000000 Penalty: 5998.166504
	Iteration 379Q: 3 clusters Score -2.538401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 116952 members 
Entering Unmasked Estep 
Score: -25384026.000000 Penalty: 5998.166504
	Iteration 380F: 3 clusters Score -2.538403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 116941 members 
Entering Unmasked Estep 
Score: -25384038.000000 Penalty: 5998.166504
	Iteration 381Q: 3 clusters Score -2.538404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 116929 members 
Entering Unmasked Estep 
Score: -25384028.000000 Penalty: 5998.166504
	Iteration 382Q: 3 clusters Score -2.538403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 116917 members 
Entering Unmasked Estep 
Score: -25384020.000000 Penalty: 5998.166504
	Iteration 383Q: 3 clusters Score -2.538402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 116908 members 
Entering Unmasked Estep 
Score: -25384034.000000 Penalty: 5998.166504
	Iteration 384Q: 3 clusters Score -2.538403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 116901 members 
Entering Unmasked Estep 
Score: -25384030.000000 Penalty: 5998.166504
	Iteration 385Q: 3 clusters Score -2.538403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 116890 members 
Entering Unmasked Estep 
Score: -25384046.000000 Penalty: 5998.166504
	Iteration 386Q: 3 clusters Score -2.538405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 116878 members 
Entering Unmasked Estep 
Score: -25384044.000000 Penalty: 5998.166504
	Iteration 387Q: 3 clusters Score -2.538404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 116867 members 
Entering Unmasked Estep 
Score: -25384050.000000 Penalty: 5998.166504
	Iteration 388Q: 3 clusters Score -2.538405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -25384072.000000 Penalty: 5998.166504
	Iteration 389Q: 3 clusters Score -2.538407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 116853 members 
Entering Unmasked Estep 
Score: -25384078.000000 Penalty: 5998.166504
	Iteration 390Q: 3 clusters Score -2.538408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 116841 members 
Entering Unmasked Estep 
Score: -25384078.000000 Penalty: 5998.166504
	Iteration 391Q: 3 clusters Score -2.538408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 116831 members 
Entering Unmasked Estep 
Score: -25384078.000000 Penalty: 5998.166504
	Iteration 392Q: 3 clusters Score -2.538408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 116826 members 
Entering Unmasked Estep 
Score: -25384068.000000 Penalty: 5998.166504
	Iteration 393Q: 3 clusters Score -2.538407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 116820 members 
Entering Unmasked Estep 
Score: -25384078.000000 Penalty: 5998.166504
	Iteration 394Q: 3 clusters Score -2.538408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 116817 members 
Entering Unmasked Estep 
Score: -25384074.000000 Penalty: 5998.166504
	Iteration 395Q: 3 clusters Score -2.538407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 116813 members 
Entering Unmasked Estep 
Score: -25384074.000000 Penalty: 5998.166504
	Iteration 396Q: 3 clusters Score -2.538407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 116809 members 
Entering Unmasked Estep 
Score: -25384076.000000 Penalty: 5998.166504
	Iteration 397Q: 3 clusters Score -2.538408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 116800 members 
Entering Unmasked Estep 
Score: -25384084.000000 Penalty: 5998.166504
	Iteration 398Q: 3 clusters Score -2.538408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 116791 members 
Entering Unmasked Estep 
Score: -25384092.000000 Penalty: 5998.166504
	Iteration 399Q: 3 clusters Score -2.538409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -25384086.000000 Penalty: 5998.166504
	Iteration 400F: 3 clusters Score -2.538409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 116781 members 
Entering Unmasked Estep 
Score: -25384086.000000 Penalty: 5998.166504
	Iteration 401Q: 3 clusters Score -2.538409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 116779 members 
Entering Unmasked Estep 
Score: -25384084.000000 Penalty: 5998.166504
	Iteration 402Q: 3 clusters Score -2.538408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -25384068.000000 Penalty: 5998.166504
	Iteration 403Q: 3 clusters Score -2.538407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 116762 members 
Entering Unmasked Estep 
Score: -25384102.000000 Penalty: 5998.166504
	Iteration 404Q: 3 clusters Score -2.53841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 116753 members 
Entering Unmasked Estep 
Score: -25384096.000000 Penalty: 5998.166504
	Iteration 405Q: 3 clusters Score -2.53841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 116747 members 
Entering Unmasked Estep 
Score: -25384080.000000 Penalty: 5998.166504
	Iteration 406Q: 3 clusters Score -2.538408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 116742 members 
Entering Unmasked Estep 
Score: -25384072.000000 Penalty: 5998.166504
	Iteration 407Q: 3 clusters Score -2.538407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 116736 members 
Entering Unmasked Estep 
Score: -25384064.000000 Penalty: 5998.166504
	Iteration 408Q: 3 clusters Score -2.538406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 116727 members 
Entering Unmasked Estep 
Score: -25384058.000000 Penalty: 5998.166504
	Iteration 409Q: 3 clusters Score -2.538406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 116717 members 
Entering Unmasked Estep 
Score: -25384070.000000 Penalty: 5998.166504
	Iteration 410Q: 3 clusters Score -2.538407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -25384092.000000 Penalty: 5998.166504
	Iteration 411Q: 3 clusters Score -2.538409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -25384078.000000 Penalty: 5998.166504
	Iteration 412Q: 3 clusters Score -2.538408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 116688 members 
Entering Unmasked Estep 
Score: -25384106.000000 Penalty: 5998.166504
	Iteration 413Q: 3 clusters Score -2.538411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 116678 members 
Entering Unmasked Estep 
Score: -25384110.000000 Penalty: 5998.166504
	Iteration 414Q: 3 clusters Score -2.538411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 116667 members 
Entering Unmasked Estep 
Score: -25384116.000000 Penalty: 5998.166504
	Iteration 415Q: 3 clusters Score -2.538412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 116660 members 
Entering Unmasked Estep 
Score: -25384116.000000 Penalty: 5998.166504
	Iteration 416Q: 3 clusters Score -2.538412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61978 members 
Mstep: Class 2 contains 116653 members 
Entering Unmasked Estep 
Score: -25384130.000000 Penalty: 5998.166504
	Iteration 417Q: 3 clusters Score -2.538413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -25384132.000000 Penalty: 5998.166504
	Iteration 418Q: 3 clusters Score -2.538413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 116636 members 
Entering Unmasked Estep 
Score: -25384148.000000 Penalty: 5998.166504
	Iteration 419Q: 3 clusters Score -2.538415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 116631 members 
Entering Unmasked Estep 
Score: -25384144.000000 Penalty: 5998.166504
	Iteration 420F: 3 clusters Score -2.538414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 116626 members 
Entering Unmasked Estep 
Score: -25384132.000000 Penalty: 5998.166504
	Iteration 421Q: 3 clusters Score -2.538413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 116618 members 
Entering Unmasked Estep 
Score: -25384126.000000 Penalty: 5998.166504
	Iteration 422Q: 3 clusters Score -2.538413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 116602 members 
Entering Unmasked Estep 
Score: -25384142.000000 Penalty: 5998.166504
	Iteration 423Q: 3 clusters Score -2.538414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62046 members 
Mstep: Class 2 contains 116585 members 
Entering Unmasked Estep 
Score: -25384164.000000 Penalty: 5998.166504
	Iteration 424Q: 3 clusters Score -2.538416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 116573 members 
Entering Unmasked Estep 
Score: -25384160.000000 Penalty: 5998.166504
	Iteration 425Q: 3 clusters Score -2.538416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
Score: -25384162.000000 Penalty: 5998.166504
	Iteration 426Q: 3 clusters Score -2.538416e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 116536 members 
Entering Unmasked Estep 
Score: -25384184.000000 Penalty: 5998.166504
	Iteration 427Q: 3 clusters Score -2.538418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 116525 members 
Entering Unmasked Estep 
Score: -25384170.000000 Penalty: 5998.166504
	Iteration 428Q: 3 clusters Score -2.538417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 116517 members 
Entering Unmasked Estep 
Score: -25384174.000000 Penalty: 5998.166504
	Iteration 429Q: 3 clusters Score -2.538417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 116513 members 
Entering Unmasked Estep 
Score: -25384178.000000 Penalty: 5998.166504
	Iteration 430Q: 3 clusters Score -2.538418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 116508 members 
Entering Unmasked Estep 
Score: -25384162.000000 Penalty: 5998.166504
	Iteration 431Q: 3 clusters Score -2.538416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 116504 members 
Entering Unmasked Estep 
Score: -25384178.000000 Penalty: 5998.166504
	Iteration 432Q: 3 clusters Score -2.538418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 116500 members 
Entering Unmasked Estep 
Score: -25384176.000000 Penalty: 5998.166504
	Iteration 433Q: 3 clusters Score -2.538418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -25384176.000000 Penalty: 5998.166504
	Iteration 434Q: 3 clusters Score -2.538418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 116493 members 
Entering Unmasked Estep 
Score: -25384174.000000 Penalty: 5998.166504
	Iteration 435Q: 3 clusters Score -2.538417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 116491 members 
Entering Unmasked Estep 
Score: -25384174.000000 Penalty: 5998.166504
	Iteration 436Q: 3 clusters Score -2.538417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 116491 members 
Entering Unmasked Estep 
Score: -25384182.000000 Penalty: 5998.166504
	Iteration 437Q: 3 clusters Score -2.538418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 116488 members 
Entering Unmasked Estep 
Score: -25384164.000000 Penalty: 5998.166504
	Iteration 438Q: 3 clusters Score -2.538416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 116486 members 
Entering Unmasked Estep 
Score: -25384168.000000 Penalty: 5998.166504
	Iteration 439Q: 3 clusters Score -2.538417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -25384172.000000 Penalty: 5998.166504
	Iteration 440F: 3 clusters Score -2.538417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 116479 members 
Entering Unmasked Estep 
Score: -25384172.000000 Penalty: 5998.166504
	Iteration 441Q: 3 clusters Score -2.538417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 116473 members 
Entering Unmasked Estep 
Score: -25384182.000000 Penalty: 5998.166504
	Iteration 442Q: 3 clusters Score -2.538418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 116463 members 
Entering Unmasked Estep 
Score: -25384162.000000 Penalty: 5998.166504
	Iteration 443Q: 3 clusters Score -2.538416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 116453 members 
Entering Unmasked Estep 
Score: -25384146.000000 Penalty: 5998.166504
	Iteration 444Q: 3 clusters Score -2.538415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 116440 members 
Entering Unmasked Estep 
Score: -25384132.000000 Penalty: 5998.166504
	Iteration 445Q: 3 clusters Score -2.538413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 116427 members 
Entering Unmasked Estep 
Score: -25384126.000000 Penalty: 5998.166504
	Iteration 446Q: 3 clusters Score -2.538413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 116412 members 
Entering Unmasked Estep 
Score: -25384112.000000 Penalty: 5998.166504
	Iteration 447Q: 3 clusters Score -2.538411e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 116403 members 
Entering Unmasked Estep 
Score: -25384102.000000 Penalty: 5998.166504
	Iteration 448Q: 3 clusters Score -2.53841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 116396 members 
Entering Unmasked Estep 
Score: -25384130.000000 Penalty: 5998.166504
	Iteration 449Q: 3 clusters Score -2.538413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 116379 members 
Entering Unmasked Estep 
Score: -25384122.000000 Penalty: 5998.166504
	Iteration 450Q: 3 clusters Score -2.538412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 116370 members 
Entering Unmasked Estep 
Score: -25384142.000000 Penalty: 5998.166504
	Iteration 451Q: 3 clusters Score -2.538414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 116362 members 
Entering Unmasked Estep 
Score: -25384140.000000 Penalty: 5998.166504
	Iteration 452Q: 3 clusters Score -2.538414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 116349 members 
Entering Unmasked Estep 
Score: -25384150.000000 Penalty: 5998.166504
	Iteration 453Q: 3 clusters Score -2.538415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 116335 members 
Entering Unmasked Estep 
Score: -25384148.000000 Penalty: 5998.166504
	Iteration 454Q: 3 clusters Score -2.538415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 116316 members 
Entering Unmasked Estep 
Score: -25384162.000000 Penalty: 5998.166504
	Iteration 455Q: 3 clusters Score -2.538416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -25384164.000000 Penalty: 5998.166504
	Iteration 456Q: 3 clusters Score -2.538416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 116293 members 
Entering Unmasked Estep 
Score: -25384178.000000 Penalty: 5998.166504
	Iteration 457Q: 3 clusters Score -2.538418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 116285 members 
Entering Unmasked Estep 
Score: -25384168.000000 Penalty: 5998.166504
	Iteration 458Q: 3 clusters Score -2.538417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 116278 members 
Entering Unmasked Estep 
Score: -25384166.000000 Penalty: 5998.166504
	Iteration 459Q: 3 clusters Score -2.538417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 116269 members 
Entering Unmasked Estep 
Score: -25384162.000000 Penalty: 5998.166504
	Iteration 460F: 3 clusters Score -2.538416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 116258 members 
Entering Unmasked Estep 
Score: -25384176.000000 Penalty: 5998.166504
	Iteration 461Q: 3 clusters Score -2.538418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 116244 members 
Entering Unmasked Estep 
Score: -25384168.000000 Penalty: 5998.166504
	Iteration 462Q: 3 clusters Score -2.538417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 116232 members 
Entering Unmasked Estep 
Score: -25384152.000000 Penalty: 5998.166504
	Iteration 463Q: 3 clusters Score -2.538415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 116219 members 
Entering Unmasked Estep 
Score: -25384154.000000 Penalty: 5998.166504
	Iteration 464Q: 3 clusters Score -2.538415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 116206 members 
Entering Unmasked Estep 
Score: -25384168.000000 Penalty: 5998.166504
	Iteration 465Q: 3 clusters Score -2.538417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 116194 members 
Entering Unmasked Estep 
Score: -25384162.000000 Penalty: 5998.166504
	Iteration 466Q: 3 clusters Score -2.538416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 116185 members 
Entering Unmasked Estep 
Score: -25384168.000000 Penalty: 5998.166504
	Iteration 467Q: 3 clusters Score -2.538417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 116176 members 
Entering Unmasked Estep 
Score: -25384194.000000 Penalty: 5998.166504
	Iteration 468Q: 3 clusters Score -2.538419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 116168 members 
Entering Unmasked Estep 
Score: -25384198.000000 Penalty: 5998.166504
	Iteration 469Q: 3 clusters Score -2.53842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 116164 members 
Entering Unmasked Estep 
Score: -25384210.000000 Penalty: 5998.166504
	Iteration 470Q: 3 clusters Score -2.538421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 116161 members 
Entering Unmasked Estep 
Score: -25384206.000000 Penalty: 5998.166504
	Iteration 471Q: 3 clusters Score -2.538421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 116156 members 
Entering Unmasked Estep 
Score: -25384218.000000 Penalty: 5998.166504
	Iteration 472Q: 3 clusters Score -2.538422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 116157 members 
Entering Unmasked Estep 
Score: -25384222.000000 Penalty: 5998.166504
	Iteration 473Q: 3 clusters Score -2.538422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 116153 members 
Entering Unmasked Estep 
Score: -25384230.000000 Penalty: 5998.166504
	Iteration 474Q: 3 clusters Score -2.538423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 116149 members 
Entering Unmasked Estep 
Score: -25384244.000000 Penalty: 5998.166504
	Iteration 475Q: 3 clusters Score -2.538424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 116144 members 
Entering Unmasked Estep 
Score: -25384228.000000 Penalty: 5998.166504
	Iteration 476Q: 3 clusters Score -2.538423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 116139 members 
Entering Unmasked Estep 
Score: -25384232.000000 Penalty: 5998.166504
	Iteration 477Q: 3 clusters Score -2.538423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 116133 members 
Entering Unmasked Estep 
Score: -25384232.000000 Penalty: 5998.166504
	Iteration 478Q: 3 clusters Score -2.538423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 116132 members 
Entering Unmasked Estep 
Score: -25384234.000000 Penalty: 5998.166504
	Iteration 479Q: 3 clusters Score -2.538423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 116133 members 
Entering Unmasked Estep 
Score: -25384238.000000 Penalty: 5998.166504
	Iteration 480F: 3 clusters Score -2.538424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 116136 members 
Entering Unmasked Estep 
Score: -25384252.000000 Penalty: 5998.166504
	Iteration 481Q: 3 clusters Score -2.538425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 116130 members 
Entering Unmasked Estep 
Score: -25384272.000000 Penalty: 5998.166504
	Iteration 482Q: 3 clusters Score -2.538427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 116127 members 
Entering Unmasked Estep 
Score: -25384276.000000 Penalty: 5998.166504
	Iteration 483Q: 3 clusters Score -2.538428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 116119 members 
Entering Unmasked Estep 
Score: -25384268.000000 Penalty: 5998.166504
	Iteration 484Q: 3 clusters Score -2.538427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 116117 members 
Entering Unmasked Estep 
Score: -25384288.000000 Penalty: 5998.166504
	Iteration 485Q: 3 clusters Score -2.538429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 116114 members 
Entering Unmasked Estep 
Score: -25384292.000000 Penalty: 5998.166504
	Iteration 486Q: 3 clusters Score -2.538429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 116112 members 
Entering Unmasked Estep 
Score: -25384278.000000 Penalty: 5998.166504
	Iteration 487Q: 3 clusters Score -2.538428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 116108 members 
Entering Unmasked Estep 
Score: -25384284.000000 Penalty: 5998.166504
	Iteration 488Q: 3 clusters Score -2.538428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 116103 members 
Entering Unmasked Estep 
Score: -25384268.000000 Penalty: 5998.166504
	Iteration 489Q: 3 clusters Score -2.538427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 116090 members 
Entering Unmasked Estep 
Score: -25384288.000000 Penalty: 5998.166504
	Iteration 490Q: 3 clusters Score -2.538429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 116084 members 
Entering Unmasked Estep 
Score: -25384274.000000 Penalty: 5998.166504
	Iteration 491Q: 3 clusters Score -2.538427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 116081 members 
Entering Unmasked Estep 
Score: -25384270.000000 Penalty: 5998.166504
	Iteration 492Q: 3 clusters Score -2.538427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 116080 members 
Entering Unmasked Estep 
Score: -25384274.000000 Penalty: 5998.166504
	Iteration 493Q: 3 clusters Score -2.538427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 116078 members 
Entering Unmasked Estep 
Score: -25384268.000000 Penalty: 5998.166504
	Iteration 494Q: 3 clusters Score -2.538427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 116080 members 
Entering Unmasked Estep 
Score: -25384254.000000 Penalty: 5998.166504
	Iteration 495Q: 3 clusters Score -2.538425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 116081 members 
Entering Unmasked Estep 
Score: -25384268.000000 Penalty: 5998.166504
	Iteration 496Q: 3 clusters Score -2.538427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 116082 members 
Entering Unmasked Estep 
Score: -25384272.000000 Penalty: 5998.166504
	Iteration 497Q: 3 clusters Score -2.538427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 116081 members 
Entering Unmasked Estep 
Score: -25384272.000000 Penalty: 5998.166504
	Iteration 498Q: 3 clusters Score -2.538427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 116081 members 
Entering Unmasked Estep 
Score: -25384268.000000 Penalty: 5998.166504
	Iteration 499Q: 3 clusters Score -2.538427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 116080 members 
Entering Unmasked Estep 
Score: -25384276.000000 Penalty: 5998.166504
	Iteration 500F: 3 clusters Score -2.538428e+07 nChanged 1
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 23 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -297859.000000 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -297859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -295166.656250 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -295166.7 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -295644.093750 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -295644.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -295763.156250 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -295763.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -295832.656250 Penalty: 3803.606201
	Iteration 3Q: 3 clusters Score -295832.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -295888.093750 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -295888.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -295927.093750 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -295927.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -295954.406250 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -295954.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -295972.093750 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -295972.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -295992.906250 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -295992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -296002.250000 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -296002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -296011.281250 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -296011.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -296023.031250 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -296023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -296029.031250 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -296029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -296033.968750 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -296034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -296037.656250 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -296037.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -296041.875000 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -296041.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -296043.843750 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -296043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -296047.406250 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -296047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -296051.531250 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -296051.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -296055.687500 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -296055.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -296058.000000 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -296058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -296060.687500 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -296060.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -296062.593750 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -296062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -296063.156250 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -296063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -296064.687500 Penalty: 3803.606201
	Iteration 24Q: 3 clusters Score -296064.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -296067.218750 Penalty: 3803.606201
	Iteration 25Q: 3 clusters Score -296067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -296070.468750 Penalty: 3803.606201
	Iteration 26Q: 3 clusters Score -296070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -296075.531250 Penalty: 3803.606201
	Iteration 27Q: 3 clusters Score -296075.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -296080.156250 Penalty: 3803.606201
	Iteration 28Q: 3 clusters Score -296080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -296083.218750 Penalty: 3803.606201
	Iteration 29Q: 3 clusters Score -296083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -296084.062500 Penalty: 3803.606201
	Iteration 30Q: 3 clusters Score -296084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -296086.593750 Penalty: 3803.606201
	Iteration 31Q: 3 clusters Score -296086.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -296089.718750 Penalty: 3803.606201
	Iteration 32Q: 3 clusters Score -296089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -296090.500000 Penalty: 3803.606201
	Iteration 33Q: 3 clusters Score -296090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -296092.156250 Penalty: 3803.606201
	Iteration 34Q: 3 clusters Score -296092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -296092.593750 Penalty: 3803.606201
	Iteration 35Q: 3 clusters Score -296092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -296092.593750 Penalty: 3803.606201
	Iteration 36F: 3 clusters Score -296092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -68247.414062 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -68247.41 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 263 members 
Entering Unmasked Estep 
Score: -66698.992188 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -66698.99 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67041.093750 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -67041.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67168.562500 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -67168.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67238.203125 Penalty: 3130.620361
	Iteration 3Q: 3 clusters Score -67238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67261.781250 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -67261.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67286.343750 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -67286.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67317.671875 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -67317.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67328.367188 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -67328.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67338.539062 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -67338.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67344.421875 Penalty: 3130.620361
	Iteration 9Q: 3 clusters Score -67344.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67348.414062 Penalty: 3130.620361
	Iteration 10Q: 3 clusters Score -67348.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67359.273438 Penalty: 3130.620361
	Iteration 11Q: 3 clusters Score -67359.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67373.562500 Penalty: 3130.620361
	Iteration 12Q: 3 clusters Score -67373.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67381.640625 Penalty: 3130.620361
	Iteration 13Q: 3 clusters Score -67381.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67385.726562 Penalty: 3130.620361
	Iteration 14Q: 3 clusters Score -67385.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67386.710938 Penalty: 3130.620361
	Iteration 15Q: 3 clusters Score -67386.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67388.710938 Penalty: 3130.620361
	Iteration 16Q: 3 clusters Score -67388.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67391.148438 Penalty: 3130.620361
	Iteration 17Q: 3 clusters Score -67391.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67397.359375 Penalty: 3130.620361
	Iteration 18Q: 3 clusters Score -67397.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67397.359375 Penalty: 3130.620361
	Iteration 19F: 3 clusters Score -67397.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 38667 members 
Mstep: Class 3 contains 76813 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171046 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93733 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 28964 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 9702 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121300 members 
Mstep: Class 14 contains 41277 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40524 members 
Mstep: Class 17 contains 157199 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 178631 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017712.000000 Penalty: 82566.710938
Iteration 159Q: 25 clusters Score -1.470177e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 38665 members 
Mstep: Class 3 contains 76913 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171117 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93755 members 
Mstep: Class 8 contains 5302 members 
Mstep: Class 9 contains 28659 members 
Mstep: Class 10 contains 8378 members 
Mstep: Class 11 contains 9694 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121293 members 
Mstep: Class 14 contains 41272 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40508 members 
Mstep: Class 17 contains 157222 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 178737 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018000.000000 Penalty: 82566.710938
Iteration 160F: 25 clusters Score -1.47018e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 38662 members 
Mstep: Class 3 contains 77025 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171156 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93800 members 
Mstep: Class 8 contains 5299 members 
Mstep: Class 9 contains 28356 members 
Mstep: Class 10 contains 8335 members 
Mstep: Class 11 contains 9693 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121277 members 
Mstep: Class 14 contains 41271 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40496 members 
Mstep: Class 17 contains 157246 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 178835 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017888.000000 Penalty: 82566.710938
Iteration 161Q: 25 clusters Score -1.470179e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 38675 members 
Mstep: Class 3 contains 77126 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171206 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93866 members 
Mstep: Class 8 contains 5299 members 
Mstep: Class 9 contains 28059 members 
Mstep: Class 10 contains 8300 members 
Mstep: Class 11 contains 9698 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121246 members 
Mstep: Class 14 contains 41261 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40484 members 
Mstep: Class 17 contains 157261 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 178930 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017952.000000 Penalty: 82566.710938
Iteration 162Q: 25 clusters Score -1.47018e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 38681 members 
Mstep: Class 3 contains 77239 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171256 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93923 members 
Mstep: Class 8 contains 5297 members 
Mstep: Class 9 contains 27750 members 
Mstep: Class 10 contains 8251 members 
Mstep: Class 11 contains 9702 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121238 members 
Mstep: Class 14 contains 41259 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40459 members 
Mstep: Class 17 contains 157289 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179018 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017840.000000 Penalty: 82566.710938
Iteration 163Q: 25 clusters Score -1.470178e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 38683 members 
Mstep: Class 3 contains 77338 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171295 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93965 members 
Mstep: Class 8 contains 5295 members 
Mstep: Class 9 contains 27460 members 
Mstep: Class 10 contains 8213 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121216 members 
Mstep: Class 14 contains 41260 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40435 members 
Mstep: Class 17 contains 157315 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179116 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017952.000000 Penalty: 82566.710938
Iteration 164Q: 25 clusters Score -1.47018e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 38683 members 
Mstep: Class 3 contains 77428 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171325 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 93989 members 
Mstep: Class 8 contains 5296 members 
Mstep: Class 9 contains 27170 members 
Mstep: Class 10 contains 8177 members 
Mstep: Class 11 contains 9706 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121215 members 
Mstep: Class 14 contains 41261 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40420 members 
Mstep: Class 17 contains 157337 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179231 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017792.000000 Penalty: 82566.710938
Iteration 165Q: 25 clusters Score -1.470178e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 38675 members 
Mstep: Class 3 contains 77515 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171341 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94033 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 26926 members 
Mstep: Class 10 contains 8142 members 
Mstep: Class 11 contains 9710 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121208 members 
Mstep: Class 14 contains 41249 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40402 members 
Mstep: Class 17 contains 157373 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179319 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017760.000000 Penalty: 82566.710938
Iteration 166Q: 25 clusters Score -1.470178e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 38678 members 
Mstep: Class 3 contains 77614 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171345 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94071 members 
Mstep: Class 8 contains 5288 members 
Mstep: Class 9 contains 26719 members 
Mstep: Class 10 contains 8097 members 
Mstep: Class 11 contains 9712 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121211 members 
Mstep: Class 14 contains 41242 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40395 members 
Mstep: Class 17 contains 157400 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179366 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 167Q: 25 clusters Score -1.470179e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 38687 members 
Mstep: Class 3 contains 77713 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171340 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94090 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 26511 members 
Mstep: Class 10 contains 8051 members 
Mstep: Class 11 contains 9714 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121224 members 
Mstep: Class 14 contains 41236 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40381 members 
Mstep: Class 17 contains 157438 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179430 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018032.000000 Penalty: 82566.710938
Iteration 168Q: 25 clusters Score -1.47018e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 38695 members 
Mstep: Class 3 contains 77812 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171335 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94129 members 
Mstep: Class 8 contains 5285 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 8014 members 
Mstep: Class 11 contains 9717 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121222 members 
Mstep: Class 14 contains 41233 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40371 members 
Mstep: Class 17 contains 157454 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179461 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018112.000000 Penalty: 82566.710938
Iteration 169Q: 25 clusters Score -1.470181e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 38702 members 
Mstep: Class 3 contains 77916 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171342 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94152 members 
Mstep: Class 8 contains 5282 members 
Mstep: Class 9 contains 26143 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 9717 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121208 members 
Mstep: Class 14 contains 41226 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40358 members 
Mstep: Class 17 contains 157464 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179514 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018064.000000 Penalty: 82566.710938
Iteration 170Q: 25 clusters Score -1.470181e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 38709 members 
Mstep: Class 3 contains 78019 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171322 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94166 members 
Mstep: Class 8 contains 5280 members 
Mstep: Class 9 contains 25955 members 
Mstep: Class 10 contains 7927 members 
Mstep: Class 11 contains 9719 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121204 members 
Mstep: Class 14 contains 41223 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40355 members 
Mstep: Class 17 contains 157497 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179581 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018016.000000 Penalty: 82566.710938
Iteration 171Q: 25 clusters Score -1.47018e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 38718 members 
Mstep: Class 3 contains 78100 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171310 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94175 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 25794 members 
Mstep: Class 10 contains 7883 members 
Mstep: Class 11 contains 9720 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121189 members 
Mstep: Class 14 contains 41221 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40355 members 
Mstep: Class 17 contains 157504 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179656 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017856.000000 Penalty: 82566.710938
Iteration 172Q: 25 clusters Score -1.470179e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 38729 members 
Mstep: Class 3 contains 78173 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171285 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94170 members 
Mstep: Class 8 contains 5273 members 
Mstep: Class 9 contains 25640 members 
Mstep: Class 10 contains 7845 members 
Mstep: Class 11 contains 9720 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121183 members 
Mstep: Class 14 contains 41218 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40353 members 
Mstep: Class 17 contains 157538 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179732 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017888.000000 Penalty: 82566.710938
Iteration 173Q: 25 clusters Score -1.470179e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 38740 members 
Mstep: Class 3 contains 78257 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171288 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94169 members 
Mstep: Class 8 contains 5269 members 
Mstep: Class 9 contains 25495 members 
Mstep: Class 10 contains 7811 members 
Mstep: Class 11 contains 9717 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121173 members 
Mstep: Class 14 contains 41214 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40352 members 
Mstep: Class 17 contains 157547 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179779 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017792.000000 Penalty: 82566.710938
Iteration 174Q: 25 clusters Score -1.470178e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 38745 members 
Mstep: Class 3 contains 78335 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171286 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94159 members 
Mstep: Class 8 contains 5267 members 
Mstep: Class 9 contains 25340 members 
Mstep: Class 10 contains 7777 members 
Mstep: Class 11 contains 9718 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121163 members 
Mstep: Class 14 contains 41214 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40348 members 
Mstep: Class 17 contains 157561 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179853 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017824.000000 Penalty: 82566.710938
Iteration 175Q: 25 clusters Score -1.470178e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 38748 members 
Mstep: Class 3 contains 78400 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171277 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94155 members 
Mstep: Class 8 contains 5266 members 
Mstep: Class 9 contains 25203 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 9712 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121151 members 
Mstep: Class 14 contains 41219 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40348 members 
Mstep: Class 17 contains 157581 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179907 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017808.000000 Penalty: 82566.710938
Iteration 176Q: 25 clusters Score -1.470178e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 38750 members 
Mstep: Class 3 contains 78464 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171274 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94150 members 
Mstep: Class 8 contains 5265 members 
Mstep: Class 9 contains 25069 members 
Mstep: Class 10 contains 7716 members 
Mstep: Class 11 contains 9708 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121156 members 
Mstep: Class 14 contains 41210 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40342 members 
Mstep: Class 17 contains 157598 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 179948 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018064.000000 Penalty: 82566.710938
Iteration 177Q: 25 clusters Score -1.470181e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 38744 members 
Mstep: Class 3 contains 78526 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171259 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94156 members 
Mstep: Class 8 contains 5263 members 
Mstep: Class 9 contains 24940 members 
Mstep: Class 10 contains 7677 members 
Mstep: Class 11 contains 9704 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121167 members 
Mstep: Class 14 contains 41208 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40344 members 
Mstep: Class 17 contains 157607 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180003 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017952.000000 Penalty: 82566.710938
Iteration 178Q: 25 clusters Score -1.47018e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 38739 members 
Mstep: Class 3 contains 78575 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171263 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94150 members 
Mstep: Class 8 contains 5263 members 
Mstep: Class 9 contains 24828 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 9706 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121168 members 
Mstep: Class 14 contains 41208 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40344 members 
Mstep: Class 17 contains 157634 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180038 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017840.000000 Penalty: 82566.710938
Iteration 179Q: 25 clusters Score -1.470178e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 38736 members 
Mstep: Class 3 contains 78642 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171259 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94138 members 
Mstep: Class 8 contains 5261 members 
Mstep: Class 9 contains 24728 members 
Mstep: Class 10 contains 7595 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121173 members 
Mstep: Class 14 contains 41200 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40350 members 
Mstep: Class 17 contains 157650 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180076 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018080.000000 Penalty: 82566.710938
Iteration 180F: 25 clusters Score -1.470181e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 38729 members 
Mstep: Class 3 contains 78691 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171260 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94125 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 24639 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 9701 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121169 members 
Mstep: Class 14 contains 41195 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40348 members 
Mstep: Class 17 contains 157665 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180117 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 25 clusters Score -1.470181e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 38723 members 
Mstep: Class 3 contains 78733 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171265 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94118 members 
Mstep: Class 8 contains 5254 members 
Mstep: Class 9 contains 24553 members 
Mstep: Class 10 contains 7530 members 
Mstep: Class 11 contains 9703 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121159 members 
Mstep: Class 14 contains 41190 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40344 members 
Mstep: Class 17 contains 157675 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180159 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 25 clusters Score -1.470182e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78080 members 
Mstep: Class 2 contains 38720 members 
Mstep: Class 3 contains 78776 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171263 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94112 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 24457 members 
Mstep: Class 10 contains 7501 members 
Mstep: Class 11 contains 9699 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121149 members 
Mstep: Class 14 contains 41187 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40340 members 
Mstep: Class 17 contains 157691 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180195 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 25 clusters Score -1.470181e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 38724 members 
Mstep: Class 3 contains 78804 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171249 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94104 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 24384 members 
Mstep: Class 10 contains 7480 members 
Mstep: Class 11 contains 9692 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121131 members 
Mstep: Class 14 contains 41182 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40341 members 
Mstep: Class 17 contains 157711 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180225 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 25 clusters Score -1.470182e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 38729 members 
Mstep: Class 3 contains 78837 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171244 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94116 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 24305 members 
Mstep: Class 10 contains 7454 members 
Mstep: Class 11 contains 9692 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121126 members 
Mstep: Class 14 contains 41176 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40341 members 
Mstep: Class 17 contains 157715 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180250 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 185Q: 25 clusters Score -1.470181e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 38733 members 
Mstep: Class 3 contains 78856 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171234 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94115 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 24233 members 
Mstep: Class 10 contains 7438 members 
Mstep: Class 11 contains 9689 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121112 members 
Mstep: Class 14 contains 41173 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40341 members 
Mstep: Class 17 contains 157719 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180281 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018080.000000 Penalty: 82566.710938
Iteration 186Q: 25 clusters Score -1.470181e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78296 members 
Mstep: Class 2 contains 38735 members 
Mstep: Class 3 contains 78892 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171216 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94114 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 24153 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 9681 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121102 members 
Mstep: Class 14 contains 41170 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40343 members 
Mstep: Class 17 contains 157727 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180325 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017968.000000 Penalty: 82566.710938
Iteration 187Q: 25 clusters Score -1.47018e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 38735 members 
Mstep: Class 3 contains 78932 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171203 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94099 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 24072 members 
Mstep: Class 10 contains 7386 members 
Mstep: Class 11 contains 9678 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121087 members 
Mstep: Class 14 contains 41168 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40341 members 
Mstep: Class 17 contains 157755 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180369 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 188Q: 25 clusters Score -1.470179e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78377 members 
Mstep: Class 2 contains 38740 members 
Mstep: Class 3 contains 78979 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171204 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94102 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 24021 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 9678 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121072 members 
Mstep: Class 14 contains 41166 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40341 members 
Mstep: Class 17 contains 157758 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180382 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017792.000000 Penalty: 82566.710938
Iteration 189Q: 25 clusters Score -1.470178e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 38738 members 
Mstep: Class 3 contains 79012 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171206 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94110 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 23963 members 
Mstep: Class 10 contains 7318 members 
Mstep: Class 11 contains 9677 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121073 members 
Mstep: Class 14 contains 41165 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40335 members 
Mstep: Class 17 contains 157765 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180401 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017776.000000 Penalty: 82566.710938
Iteration 190Q: 25 clusters Score -1.470178e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 38737 members 
Mstep: Class 3 contains 79055 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171199 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94120 members 
Mstep: Class 8 contains 5252 members 
Mstep: Class 9 contains 23913 members 
Mstep: Class 10 contains 7285 members 
Mstep: Class 11 contains 9679 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121068 members 
Mstep: Class 14 contains 41163 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40332 members 
Mstep: Class 17 contains 157773 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180421 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017824.000000 Penalty: 82566.710938
Iteration 191Q: 25 clusters Score -1.470178e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78449 members 
Mstep: Class 2 contains 38734 members 
Mstep: Class 3 contains 79086 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171204 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94126 members 
Mstep: Class 8 contains 5252 members 
Mstep: Class 9 contains 23868 members 
Mstep: Class 10 contains 7253 members 
Mstep: Class 11 contains 9678 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121069 members 
Mstep: Class 14 contains 41164 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40330 members 
Mstep: Class 17 contains 157773 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180439 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017776.000000 Penalty: 82566.710938
Iteration 192Q: 25 clusters Score -1.470178e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 38738 members 
Mstep: Class 3 contains 79123 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171206 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94131 members 
Mstep: Class 8 contains 5251 members 
Mstep: Class 9 contains 23839 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 9676 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121063 members 
Mstep: Class 14 contains 41165 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40328 members 
Mstep: Class 17 contains 157771 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180445 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017648.000000 Penalty: 82566.710938
Iteration 193Q: 25 clusters Score -1.470176e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 38732 members 
Mstep: Class 3 contains 79160 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171213 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94136 members 
Mstep: Class 8 contains 5249 members 
Mstep: Class 9 contains 23815 members 
Mstep: Class 10 contains 7184 members 
Mstep: Class 11 contains 9674 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121062 members 
Mstep: Class 14 contains 41167 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40327 members 
Mstep: Class 17 contains 157773 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180440 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017728.000000 Penalty: 82566.710938
Iteration 194Q: 25 clusters Score -1.470177e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 38725 members 
Mstep: Class 3 contains 79202 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171206 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94144 members 
Mstep: Class 8 contains 5248 members 
Mstep: Class 9 contains 23800 members 
Mstep: Class 10 contains 7148 members 
Mstep: Class 11 contains 9674 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121065 members 
Mstep: Class 14 contains 41167 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40324 members 
Mstep: Class 17 contains 157788 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180417 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017632.000000 Penalty: 82566.710938
Iteration 195Q: 25 clusters Score -1.470176e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 38720 members 
Mstep: Class 3 contains 79255 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171203 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94137 members 
Mstep: Class 8 contains 5245 members 
Mstep: Class 9 contains 23781 members 
Mstep: Class 10 contains 7118 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121053 members 
Mstep: Class 14 contains 41169 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40325 members 
Mstep: Class 17 contains 157791 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180407 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017664.000000 Penalty: 82566.710938
Iteration 196Q: 25 clusters Score -1.470177e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78566 members 
Mstep: Class 2 contains 38713 members 
Mstep: Class 3 contains 79297 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171206 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94134 members 
Mstep: Class 8 contains 5245 members 
Mstep: Class 9 contains 23764 members 
Mstep: Class 10 contains 7088 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121046 members 
Mstep: Class 14 contains 41169 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40323 members 
Mstep: Class 17 contains 157797 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180402 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017680.000000 Penalty: 82566.710938
Iteration 197Q: 25 clusters Score -1.470177e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 38706 members 
Mstep: Class 3 contains 79343 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171210 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94126 members 
Mstep: Class 8 contains 5247 members 
Mstep: Class 9 contains 23741 members 
Mstep: Class 10 contains 7061 members 
Mstep: Class 11 contains 9674 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121042 members 
Mstep: Class 14 contains 41169 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 157811 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180396 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017728.000000 Penalty: 82566.710938
Iteration 198Q: 25 clusters Score -1.470177e+08 nChanged 174
Entering ConstructFrom: 
Score: -147017728.000000 Penalty: 82566.710938
Entering ConstructFrom: 
Trying to split cluster 1 (78593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Entering Unmasked Estep 
Score: -11195402.000000 Penalty: 2795.465332
	Iteration 0F: 2 clusters Score -1.11954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -11142713.000000 Penalty: 5590.930664
	Iteration 0F: 3 clusters Score -1.114271e+07 nChanged 36938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -11163647.000000 Penalty: 5590.930664
	Iteration 1F: 3 clusters Score -1.116365e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -11164298.000000 Penalty: 5590.930664
	Iteration 2Q: 3 clusters Score -1.11643e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -11165030.000000 Penalty: 5590.930664
	Iteration 3Q: 3 clusters Score -1.116503e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -11165819.000000 Penalty: 5590.930664
	Iteration 4Q: 3 clusters Score -1.116582e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -11166801.000000 Penalty: 5590.930664
	Iteration 5Q: 3 clusters Score -1.11668e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -11167926.000000 Penalty: 5590.930664
	Iteration 6Q: 3 clusters Score -1.116793e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -11169475.000000 Penalty: 5590.930664
	Iteration 7Q: 3 clusters Score -1.116948e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -11171388.000000 Penalty: 5590.930664
	Iteration 8Q: 3 clusters Score -1.117139e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -11173941.000000 Penalty: 5590.930664
	Iteration 9F: 3 clusters Score -1.117394e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -11176931.000000 Penalty: 5590.930664
	Iteration 10F: 3 clusters Score -1.117693e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -11179479.000000 Penalty: 5590.930664
	Iteration 11F: 3 clusters Score -1.117948e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -11181112.000000 Penalty: 5590.930664
	Iteration 12Q: 3 clusters Score -1.118111e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -11181971.000000 Penalty: 5590.930664
	Iteration 13Q: 3 clusters Score -1.118197e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -11182402.000000 Penalty: 5590.930664
	Iteration 14Q: 3 clusters Score -1.11824e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -11182661.000000 Penalty: 5590.930664
	Iteration 15Q: 3 clusters Score -1.118266e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -11182846.000000 Penalty: 5590.930664
	Iteration 16Q: 3 clusters Score -1.118285e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -11183015.000000 Penalty: 5590.930664
	Iteration 17Q: 3 clusters Score -1.118302e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -11183141.000000 Penalty: 5590.930664
	Iteration 18Q: 3 clusters Score -1.118314e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -11183329.000000 Penalty: 5590.930664
	Iteration 19Q: 3 clusters Score -1.118333e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -11183559.000000 Penalty: 5590.930664
	Iteration 20F: 3 clusters Score -1.118356e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -11183686.000000 Penalty: 5590.930664
	Iteration 21Q: 3 clusters Score -1.118369e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -11183852.000000 Penalty: 5590.930664
	Iteration 22Q: 3 clusters Score -1.118385e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -11184040.000000 Penalty: 5590.930664
	Iteration 23Q: 3 clusters Score -1.118404e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -11184299.000000 Penalty: 5590.930664
	Iteration 24Q: 3 clusters Score -1.11843e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -11184534.000000 Penalty: 5590.930664
	Iteration 25Q: 3 clusters Score -1.118453e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -11184764.000000 Penalty: 5590.930664
	Iteration 26Q: 3 clusters Score -1.118476e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -11185075.000000 Penalty: 5590.930664
	Iteration 27Q: 3 clusters Score -1.118508e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -11185359.000000 Penalty: 5590.930664
	Iteration 28Q: 3 clusters Score -1.118536e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -11185656.000000 Penalty: 5590.930664
	Iteration 29Q: 3 clusters Score -1.118566e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -11185969.000000 Penalty: 5590.930664
	Iteration 30Q: 3 clusters Score -1.118597e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -11186216.000000 Penalty: 5590.930664
	Iteration 31Q: 3 clusters Score -1.118622e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -11186481.000000 Penalty: 5590.930664
	Iteration 32Q: 3 clusters Score -1.118648e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -11186753.000000 Penalty: 5590.930664
	Iteration 33Q: 3 clusters Score -1.118675e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -11186924.000000 Penalty: 5590.930664
	Iteration 34Q: 3 clusters Score -1.118692e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -11187155.000000 Penalty: 5590.930664
	Iteration 35Q: 3 clusters Score -1.118716e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -11187347.000000 Penalty: 5590.930664
	Iteration 36Q: 3 clusters Score -1.118735e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -11187474.000000 Penalty: 5590.930664
	Iteration 37Q: 3 clusters Score -1.118747e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -11187631.000000 Penalty: 5590.930664
	Iteration 38Q: 3 clusters Score -1.118763e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -11187725.000000 Penalty: 5590.930664
	Iteration 39Q: 3 clusters Score -1.118772e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -11187834.000000 Penalty: 5590.930664
	Iteration 40F: 3 clusters Score -1.118783e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -11188005.000000 Penalty: 5590.930664
	Iteration 41Q: 3 clusters Score -1.1188e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -11188130.000000 Penalty: 5590.930664
	Iteration 42Q: 3 clusters Score -1.118813e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
Score: -11188214.000000 Penalty: 5590.930664
	Iteration 43Q: 3 clusters Score -1.118821e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -11188354.000000 Penalty: 5590.930664
	Iteration 44Q: 3 clusters Score -1.118835e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -11188529.000000 Penalty: 5590.930664
	Iteration 45Q: 3 clusters Score -1.118853e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -11188588.000000 Penalty: 5590.930664
	Iteration 46Q: 3 clusters Score -1.118859e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -11188668.000000 Penalty: 5590.930664
	Iteration 47Q: 3 clusters Score -1.118867e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -11188821.000000 Penalty: 5590.930664
	Iteration 48Q: 3 clusters Score -1.118882e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -11188876.000000 Penalty: 5590.930664
	Iteration 49Q: 3 clusters Score -1.118888e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -11188962.000000 Penalty: 5590.930664
	Iteration 50Q: 3 clusters Score -1.118896e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -11189074.000000 Penalty: 5590.930664
	Iteration 51Q: 3 clusters Score -1.118907e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -11189196.000000 Penalty: 5590.930664
	Iteration 52Q: 3 clusters Score -1.11892e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -11189324.000000 Penalty: 5590.930664
	Iteration 53Q: 3 clusters Score -1.118932e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -11189333.000000 Penalty: 5590.930664
	Iteration 54Q: 3 clusters Score -1.118933e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
Score: -11189409.000000 Penalty: 5590.930664
	Iteration 55Q: 3 clusters Score -1.118941e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -11189528.000000 Penalty: 5590.930664
	Iteration 56Q: 3 clusters Score -1.118953e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -11189589.000000 Penalty: 5590.930664
	Iteration 57Q: 3 clusters Score -1.118959e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -11189637.000000 Penalty: 5590.930664
	Iteration 58Q: 3 clusters Score -1.118964e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -11189737.000000 Penalty: 5590.930664
	Iteration 59Q: 3 clusters Score -1.118974e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -11189786.000000 Penalty: 5590.930664
	Iteration 60F: 3 clusters Score -1.118979e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -11189869.000000 Penalty: 5590.930664
	Iteration 61Q: 3 clusters Score -1.118987e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -11189925.000000 Penalty: 5590.930664
	Iteration 62Q: 3 clusters Score -1.118992e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -11190035.000000 Penalty: 5590.930664
	Iteration 63Q: 3 clusters Score -1.119004e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -11190152.000000 Penalty: 5590.930664
	Iteration 64Q: 3 clusters Score -1.119015e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -11190201.000000 Penalty: 5590.930664
	Iteration 65Q: 3 clusters Score -1.11902e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -11190203.000000 Penalty: 5590.930664
	Iteration 66Q: 3 clusters Score -1.11902e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -11190281.000000 Penalty: 5590.930664
	Iteration 67Q: 3 clusters Score -1.119028e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -11190318.000000 Penalty: 5590.930664
	Iteration 68Q: 3 clusters Score -1.119032e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -11190398.000000 Penalty: 5590.930664
	Iteration 69Q: 3 clusters Score -1.11904e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -11190472.000000 Penalty: 5590.930664
	Iteration 70Q: 3 clusters Score -1.119047e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -11190521.000000 Penalty: 5590.930664
	Iteration 71Q: 3 clusters Score -1.119052e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -11190639.000000 Penalty: 5590.930664
	Iteration 72Q: 3 clusters Score -1.119064e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -11190688.000000 Penalty: 5590.930664
	Iteration 73Q: 3 clusters Score -1.119069e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -11190787.000000 Penalty: 5590.930664
	Iteration 74Q: 3 clusters Score -1.119079e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -11190877.000000 Penalty: 5590.930664
	Iteration 75Q: 3 clusters Score -1.119088e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -11190960.000000 Penalty: 5590.930664
	Iteration 76Q: 3 clusters Score -1.119096e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -11191028.000000 Penalty: 5590.930664
	Iteration 77Q: 3 clusters Score -1.119103e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -11191079.000000 Penalty: 5590.930664
	Iteration 78Q: 3 clusters Score -1.119108e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -11191123.000000 Penalty: 5590.930664
	Iteration 79Q: 3 clusters Score -1.119112e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 70577 members 
Entering Unmasked Estep 
Score: -11191161.000000 Penalty: 5590.930664
	Iteration 80F: 3 clusters Score -1.119116e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -11191250.000000 Penalty: 5590.930664
	Iteration 81Q: 3 clusters Score -1.119125e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -11191320.000000 Penalty: 5590.930664
	Iteration 82Q: 3 clusters Score -1.119132e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -11191378.000000 Penalty: 5590.930664
	Iteration 83Q: 3 clusters Score -1.119138e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -11191417.000000 Penalty: 5590.930664
	Iteration 84Q: 3 clusters Score -1.119142e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -11191475.000000 Penalty: 5590.930664
	Iteration 85Q: 3 clusters Score -1.119148e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -11191526.000000 Penalty: 5590.930664
	Iteration 86Q: 3 clusters Score -1.119153e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -11191559.000000 Penalty: 5590.930664
	Iteration 87Q: 3 clusters Score -1.119156e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -11191583.000000 Penalty: 5590.930664
	Iteration 88Q: 3 clusters Score -1.119158e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -11191652.000000 Penalty: 5590.930664
	Iteration 89Q: 3 clusters Score -1.119165e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -11191706.000000 Penalty: 5590.930664
	Iteration 90Q: 3 clusters Score -1.119171e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -11191750.000000 Penalty: 5590.930664
	Iteration 91Q: 3 clusters Score -1.119175e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -11191753.000000 Penalty: 5590.930664
	Iteration 92Q: 3 clusters Score -1.119175e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -11191795.000000 Penalty: 5590.930664
	Iteration 93Q: 3 clusters Score -1.11918e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -11191850.000000 Penalty: 5590.930664
	Iteration 94Q: 3 clusters Score -1.119185e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 73914 members 
Entering Unmasked Estep 
Score: -11191876.000000 Penalty: 5590.930664
	Iteration 95Q: 3 clusters Score -1.119188e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -11191904.000000 Penalty: 5590.930664
	Iteration 96Q: 3 clusters Score -1.11919e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -11191962.000000 Penalty: 5590.930664
	Iteration 97Q: 3 clusters Score -1.119196e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -11191967.000000 Penalty: 5590.930664
	Iteration 98Q: 3 clusters Score -1.119197e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 74615 members 
Entering Unmasked Estep 
Score: -11192015.000000 Penalty: 5590.930664
	Iteration 99Q: 3 clusters Score -1.119202e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -11192050.000000 Penalty: 5590.930664
	Iteration 100F: 3 clusters Score -1.119205e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -11192089.000000 Penalty: 5590.930664
	Iteration 101Q: 3 clusters Score -1.119209e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -11192117.000000 Penalty: 5590.930664
	Iteration 102Q: 3 clusters Score -1.119212e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -11192153.000000 Penalty: 5590.930664
	Iteration 103Q: 3 clusters Score -1.119215e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 75303 members 
Entering Unmasked Estep 
Score: -11192192.000000 Penalty: 5590.930664
	Iteration 104Q: 3 clusters Score -1.119219e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -11192231.000000 Penalty: 5590.930664
	Iteration 105Q: 3 clusters Score -1.119223e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -11192276.000000 Penalty: 5590.930664
	Iteration 106Q: 3 clusters Score -1.119228e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -11192285.000000 Penalty: 5590.930664
	Iteration 107Q: 3 clusters Score -1.119228e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -11192331.000000 Penalty: 5590.930664
	Iteration 108Q: 3 clusters Score -1.119233e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -11192370.000000 Penalty: 5590.930664
	Iteration 109Q: 3 clusters Score -1.119237e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 76108 members 
Entering Unmasked Estep 
Score: -11192414.000000 Penalty: 5590.930664
	Iteration 110Q: 3 clusters Score -1.119241e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -11192454.000000 Penalty: 5590.930664
	Iteration 111Q: 3 clusters Score -1.119245e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -11192482.000000 Penalty: 5590.930664
	Iteration 112Q: 3 clusters Score -1.119248e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -11192531.000000 Penalty: 5590.930664
	Iteration 113Q: 3 clusters Score -1.119253e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 76583 members 
Entering Unmasked Estep 
Score: -11192568.000000 Penalty: 5590.930664
	Iteration 114Q: 3 clusters Score -1.119257e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -11192602.000000 Penalty: 5590.930664
	Iteration 115Q: 3 clusters Score -1.11926e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -11192624.000000 Penalty: 5590.930664
	Iteration 116Q: 3 clusters Score -1.119262e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -11192625.000000 Penalty: 5590.930664
	Iteration 117Q: 3 clusters Score -1.119262e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -11192654.000000 Penalty: 5590.930664
	Iteration 118Q: 3 clusters Score -1.119265e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -11192701.000000 Penalty: 5590.930664
	Iteration 119Q: 3 clusters Score -1.11927e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -11192727.000000 Penalty: 5590.930664
	Iteration 120F: 3 clusters Score -1.119273e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -11192734.000000 Penalty: 5590.930664
	Iteration 121Q: 3 clusters Score -1.119273e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -11192743.000000 Penalty: 5590.930664
	Iteration 122Q: 3 clusters Score -1.119274e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -11192749.000000 Penalty: 5590.930664
	Iteration 123Q: 3 clusters Score -1.119275e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -11192787.000000 Penalty: 5590.930664
	Iteration 124Q: 3 clusters Score -1.119279e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -11192799.000000 Penalty: 5590.930664
	Iteration 125Q: 3 clusters Score -1.11928e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -11192814.000000 Penalty: 5590.930664
	Iteration 126Q: 3 clusters Score -1.119281e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 77295 members 
Entering Unmasked Estep 
Score: -11192821.000000 Penalty: 5590.930664
	Iteration 127Q: 3 clusters Score -1.119282e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -11192840.000000 Penalty: 5590.930664
	Iteration 128Q: 3 clusters Score -1.119284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -11192837.000000 Penalty: 5590.930664
	Iteration 129Q: 3 clusters Score -1.119284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -11192853.000000 Penalty: 5590.930664
	Iteration 130Q: 3 clusters Score -1.119285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -11192851.000000 Penalty: 5590.930664
	Iteration 131Q: 3 clusters Score -1.119285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -11192849.000000 Penalty: 5590.930664
	Iteration 132Q: 3 clusters Score -1.119285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -11192852.000000 Penalty: 5590.930664
	Iteration 133Q: 3 clusters Score -1.119285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -11192871.000000 Penalty: 5590.930664
	Iteration 134Q: 3 clusters Score -1.119287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -11192898.000000 Penalty: 5590.930664
	Iteration 135Q: 3 clusters Score -1.11929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 77486 members 
Entering Unmasked Estep 
Score: -11192909.000000 Penalty: 5590.930664
	Iteration 136Q: 3 clusters Score -1.119291e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -11192921.000000 Penalty: 5590.930664
	Iteration 137Q: 3 clusters Score -1.119292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -11192925.000000 Penalty: 5590.930664
	Iteration 138Q: 3 clusters Score -1.119292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -11192920.000000 Penalty: 5590.930664
	Iteration 139Q: 3 clusters Score -1.119292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -11192922.000000 Penalty: 5590.930664
	Iteration 140F: 3 clusters Score -1.119292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -11192924.000000 Penalty: 5590.930664
	Iteration 141Q: 3 clusters Score -1.119292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 77556 members 
Entering Unmasked Estep 
Score: -11192922.000000 Penalty: 5590.930664
	Iteration 142Q: 3 clusters Score -1.119292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -11192931.000000 Penalty: 5590.930664
	Iteration 143Q: 3 clusters Score -1.119293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -11192937.000000 Penalty: 5590.930664
	Iteration 144Q: 3 clusters Score -1.119294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 77576 members 
Entering Unmasked Estep 
Score: -11192936.000000 Penalty: 5590.930664
	Iteration 145Q: 3 clusters Score -1.119294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 77580 members 
Entering Unmasked Estep 
Score: -11192950.000000 Penalty: 5590.930664
	Iteration 146Q: 3 clusters Score -1.119295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -11192941.000000 Penalty: 5590.930664
	Iteration 147Q: 3 clusters Score -1.119294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -11192945.000000 Penalty: 5590.930664
	Iteration 148Q: 3 clusters Score -1.119294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -11192943.000000 Penalty: 5590.930664
	Iteration 149Q: 3 clusters Score -1.119294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -11192943.000000 Penalty: 5590.930664
	Iteration 150F: 3 clusters Score -1.119294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Entering Unmasked Estep 
Score: -5529293.500000 Penalty: 2619.797119
	Iteration 0F: 2 clusters Score -5529294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -5502866.500000 Penalty: 5239.594238
	Iteration 0F: 3 clusters Score -5502866 nChanged 17680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -5512630.000000 Penalty: 5239.594238
	Iteration 1F: 3 clusters Score -5512630 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -5513107.000000 Penalty: 5239.594238
	Iteration 2Q: 3 clusters Score -5513107 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -5513640.500000 Penalty: 5239.594238
	Iteration 3Q: 3 clusters Score -5513640 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -5514331.000000 Penalty: 5239.594238
	Iteration 4Q: 3 clusters Score -5514331 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -5515426.000000 Penalty: 5239.594238
	Iteration 5F: 3 clusters Score -5515426 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -5517127.500000 Penalty: 5239.594238
	Iteration 6F: 3 clusters Score -5517128 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -5519636.500000 Penalty: 5239.594238
	Iteration 7F: 3 clusters Score -5519636 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -5522670.500000 Penalty: 5239.594238
	Iteration 8F: 3 clusters Score -5522670 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5525001.000000 Penalty: 5239.594238
	Iteration 9F: 3 clusters Score -5525001 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5526173.000000 Penalty: 5239.594238
	Iteration 10Q: 3 clusters Score -5526173 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5526634.500000 Penalty: 5239.594238
	Iteration 11Q: 3 clusters Score -5526634 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5526792.500000 Penalty: 5239.594238
	Iteration 12Q: 3 clusters Score -5526792 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5526887.500000 Penalty: 5239.594238
	Iteration 13Q: 3 clusters Score -5526888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5526930.000000 Penalty: 5239.594238
	Iteration 14Q: 3 clusters Score -5526930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5526962.500000 Penalty: 5239.594238
	Iteration 15Q: 3 clusters Score -5526962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5526980.000000 Penalty: 5239.594238
	Iteration 16Q: 3 clusters Score -5526980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5526989.500000 Penalty: 5239.594238
	Iteration 17Q: 3 clusters Score -5526990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5526997.000000 Penalty: 5239.594238
	Iteration 18Q: 3 clusters Score -5526997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5527001.000000 Penalty: 5239.594238
	Iteration 19Q: 3 clusters Score -5527001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5527001.000000 Penalty: 5239.594238
	Iteration 20F: 3 clusters Score -5527001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (79388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Entering Unmasked Estep 
Score: -11285509.000000 Penalty: 2797.961426
	Iteration 0F: 2 clusters Score -1.128551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -11232265.000000 Penalty: 5595.922852
	Iteration 0F: 3 clusters Score -1.123226e+07 nChanged 37288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -11253039.000000 Penalty: 5595.922852
	Iteration 1F: 3 clusters Score -1.125304e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -11253538.000000 Penalty: 5595.922852
	Iteration 2Q: 3 clusters Score -1.125354e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -11253954.000000 Penalty: 5595.922852
	Iteration 3Q: 3 clusters Score -1.125395e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -11254466.000000 Penalty: 5595.922852
	Iteration 4Q: 3 clusters Score -1.125447e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -11254939.000000 Penalty: 5595.922852
	Iteration 5Q: 3 clusters Score -1.125494e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -11255477.000000 Penalty: 5595.922852
	Iteration 6Q: 3 clusters Score -1.125548e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -11256165.000000 Penalty: 5595.922852
	Iteration 7Q: 3 clusters Score -1.125616e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -11256968.000000 Penalty: 5595.922852
	Iteration 8Q: 3 clusters Score -1.125697e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -11258141.000000 Penalty: 5595.922852
	Iteration 9Q: 3 clusters Score -1.125814e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -11259621.000000 Penalty: 5595.922852
	Iteration 10Q: 3 clusters Score -1.125962e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -11261429.000000 Penalty: 5595.922852
	Iteration 11Q: 3 clusters Score -1.126143e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -11263846.000000 Penalty: 5595.922852
	Iteration 12F: 3 clusters Score -1.126385e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -11266892.000000 Penalty: 5595.922852
	Iteration 13F: 3 clusters Score -1.126689e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -11269791.000000 Penalty: 5595.922852
	Iteration 14F: 3 clusters Score -1.126979e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -11271940.000000 Penalty: 5595.922852
	Iteration 15Q: 3 clusters Score -1.127194e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -11273300.000000 Penalty: 5595.922852
	Iteration 16Q: 3 clusters Score -1.12733e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -11274155.000000 Penalty: 5595.922852
	Iteration 17Q: 3 clusters Score -1.127416e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -11274840.000000 Penalty: 5595.922852
	Iteration 18Q: 3 clusters Score -1.127484e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -11275336.000000 Penalty: 5595.922852
	Iteration 19Q: 3 clusters Score -1.127534e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -11275735.000000 Penalty: 5595.922852
	Iteration 20F: 3 clusters Score -1.127574e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -11276123.000000 Penalty: 5595.922852
	Iteration 21Q: 3 clusters Score -1.127612e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -11276503.000000 Penalty: 5595.922852
	Iteration 22Q: 3 clusters Score -1.12765e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -11276944.000000 Penalty: 5595.922852
	Iteration 23Q: 3 clusters Score -1.127694e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -11277376.000000 Penalty: 5595.922852
	Iteration 24Q: 3 clusters Score -1.127738e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -11277847.000000 Penalty: 5595.922852
	Iteration 25Q: 3 clusters Score -1.127785e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -11278250.000000 Penalty: 5595.922852
	Iteration 26Q: 3 clusters Score -1.127825e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67502 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -11278734.000000 Penalty: 5595.922852
	Iteration 27Q: 3 clusters Score -1.127873e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -11279260.000000 Penalty: 5595.922852
	Iteration 28Q: 3 clusters Score -1.127926e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -11279652.000000 Penalty: 5595.922852
	Iteration 29Q: 3 clusters Score -1.127965e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -11280075.000000 Penalty: 5595.922852
	Iteration 30Q: 3 clusters Score -1.128008e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71482 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -11280425.000000 Penalty: 5595.922852
	Iteration 31Q: 3 clusters Score -1.128042e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -11280849.000000 Penalty: 5595.922852
	Iteration 32Q: 3 clusters Score -1.128085e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -11281162.000000 Penalty: 5595.922852
	Iteration 33Q: 3 clusters Score -1.128116e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73725 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -11281537.000000 Penalty: 5595.922852
	Iteration 34Q: 3 clusters Score -1.128154e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -11281814.000000 Penalty: 5595.922852
	Iteration 35Q: 3 clusters Score -1.128181e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -11282120.000000 Penalty: 5595.922852
	Iteration 36Q: 3 clusters Score -1.128212e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -11282316.000000 Penalty: 5595.922852
	Iteration 37Q: 3 clusters Score -1.128232e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -11282533.000000 Penalty: 5595.922852
	Iteration 38Q: 3 clusters Score -1.128253e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -11282663.000000 Penalty: 5595.922852
	Iteration 39Q: 3 clusters Score -1.128266e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -11282794.000000 Penalty: 5595.922852
	Iteration 40F: 3 clusters Score -1.128279e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -11282941.000000 Penalty: 5595.922852
	Iteration 41Q: 3 clusters Score -1.128294e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -11283026.000000 Penalty: 5595.922852
	Iteration 42Q: 3 clusters Score -1.128303e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -11283065.000000 Penalty: 5595.922852
	Iteration 43Q: 3 clusters Score -1.128306e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -11283104.000000 Penalty: 5595.922852
	Iteration 44Q: 3 clusters Score -1.12831e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -11283136.000000 Penalty: 5595.922852
	Iteration 45Q: 3 clusters Score -1.128314e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -11283148.000000 Penalty: 5595.922852
	Iteration 46Q: 3 clusters Score -1.128315e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -11283163.000000 Penalty: 5595.922852
	Iteration 47Q: 3 clusters Score -1.128316e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -11283158.000000 Penalty: 5595.922852
	Iteration 48Q: 3 clusters Score -1.128316e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -11283143.000000 Penalty: 5595.922852
	Iteration 49Q: 3 clusters Score -1.128314e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -11283158.000000 Penalty: 5595.922852
	Iteration 50Q: 3 clusters Score -1.128316e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -11283169.000000 Penalty: 5595.922852
	Iteration 51Q: 3 clusters Score -1.128317e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -11283197.000000 Penalty: 5595.922852
	Iteration 52Q: 3 clusters Score -1.12832e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11283206.000000 Penalty: 5595.922852
	Iteration 53Q: 3 clusters Score -1.128321e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77345 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -11283239.000000 Penalty: 5595.922852
	Iteration 54Q: 3 clusters Score -1.128324e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11283261.000000 Penalty: 5595.922852
	Iteration 55Q: 3 clusters Score -1.128326e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -11283263.000000 Penalty: 5595.922852
	Iteration 56Q: 3 clusters Score -1.128326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -11283264.000000 Penalty: 5595.922852
	Iteration 57Q: 3 clusters Score -1.128326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11283260.000000 Penalty: 5595.922852
	Iteration 58Q: 3 clusters Score -1.128326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -11283259.000000 Penalty: 5595.922852
	Iteration 59Q: 3 clusters Score -1.128326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -11283260.000000 Penalty: 5595.922852
	Iteration 60F: 3 clusters Score -1.128326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77462 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -11283258.000000 Penalty: 5595.922852
	Iteration 61Q: 3 clusters Score -1.128326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -11283265.000000 Penalty: 5595.922852
	Iteration 62Q: 3 clusters Score -1.128326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -11283260.000000 Penalty: 5595.922852
	Iteration 63Q: 3 clusters Score -1.128326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77481 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -11283257.000000 Penalty: 5595.922852
	Iteration 64Q: 3 clusters Score -1.128326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -11283256.000000 Penalty: 5595.922852
	Iteration 65Q: 3 clusters Score -1.128326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11283255.000000 Penalty: 5595.922852
	Iteration 66Q: 3 clusters Score -1.128326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -11283249.000000 Penalty: 5595.922852
	Iteration 67Q: 3 clusters Score -1.128325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -11283260.000000 Penalty: 5595.922852
	Iteration 68Q: 3 clusters Score -1.128326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -11283264.000000 Penalty: 5595.922852
	Iteration 69Q: 3 clusters Score -1.128326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -11283255.000000 Penalty: 5595.922852
	Iteration 70Q: 3 clusters Score -1.128326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11283252.000000 Penalty: 5595.922852
	Iteration 71Q: 3 clusters Score -1.128325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -11283262.000000 Penalty: 5595.922852
	Iteration 72Q: 3 clusters Score -1.128326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -11283252.000000 Penalty: 5595.922852
	Iteration 73Q: 3 clusters Score -1.128325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -11283262.000000 Penalty: 5595.922852
	Iteration 74Q: 3 clusters Score -1.128326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11283271.000000 Penalty: 5595.922852
	Iteration 75Q: 3 clusters Score -1.128327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11283284.000000 Penalty: 5595.922852
	Iteration 76Q: 3 clusters Score -1.128328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -11283284.000000 Penalty: 5595.922852
	Iteration 77Q: 3 clusters Score -1.128328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -11283284.000000 Penalty: 5595.922852
	Iteration 78Q: 3 clusters Score -1.128328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -11283288.000000 Penalty: 5595.922852
	Iteration 79Q: 3 clusters Score -1.128329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -11283297.000000 Penalty: 5595.922852
	Iteration 80F: 3 clusters Score -1.12833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -11283294.000000 Penalty: 5595.922852
	Iteration 81Q: 3 clusters Score -1.128329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -11283295.000000 Penalty: 5595.922852
	Iteration 82Q: 3 clusters Score -1.12833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77654 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -11283304.000000 Penalty: 5595.922852
	Iteration 83Q: 3 clusters Score -1.12833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -11283314.000000 Penalty: 5595.922852
	Iteration 84Q: 3 clusters Score -1.128331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -11283322.000000 Penalty: 5595.922852
	Iteration 85Q: 3 clusters Score -1.128332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -11283333.000000 Penalty: 5595.922852
	Iteration 86Q: 3 clusters Score -1.128333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -11283322.000000 Penalty: 5595.922852
	Iteration 87Q: 3 clusters Score -1.128332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -11283332.000000 Penalty: 5595.922852
	Iteration 88Q: 3 clusters Score -1.128333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -11283329.000000 Penalty: 5595.922852
	Iteration 89Q: 3 clusters Score -1.128333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -11283327.000000 Penalty: 5595.922852
	Iteration 90Q: 3 clusters Score -1.128333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -11283336.000000 Penalty: 5595.922852
	Iteration 91Q: 3 clusters Score -1.128334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11283330.000000 Penalty: 5595.922852
	Iteration 92Q: 3 clusters Score -1.128333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11283330.000000 Penalty: 5595.922852
	Iteration 93F: 3 clusters Score -1.128333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -134410.171875 Penalty: 1702.223267
	Iteration 0F: 2 clusters Score -134410.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132488.031250 Penalty: 3404.446533
	Iteration 0F: 3 clusters Score -132488 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -132745.890625 Penalty: 3404.446533
	Iteration 1F: 3 clusters Score -132745.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132816.484375 Penalty: 3404.446533
	Iteration 2F: 3 clusters Score -132816.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -132849.515625 Penalty: 3404.446533
	Iteration 3Q: 3 clusters Score -132849.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -132859.906250 Penalty: 3404.446533
	Iteration 4Q: 3 clusters Score -132859.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -132869.984375 Penalty: 3404.446533
	Iteration 5Q: 3 clusters Score -132870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -132879.515625 Penalty: 3404.446533
	Iteration 6Q: 3 clusters Score -132879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132884.718750 Penalty: 3404.446533
	Iteration 7Q: 3 clusters Score -132884.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132892.890625 Penalty: 3404.446533
	Iteration 8Q: 3 clusters Score -132892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -132895.593750 Penalty: 3404.446533
	Iteration 9Q: 3 clusters Score -132895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132897.671875 Penalty: 3404.446533
	Iteration 10Q: 3 clusters Score -132897.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132897.671875 Penalty: 3404.446533
	Iteration 11F: 3 clusters Score -132897.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171216 members 
Entering Unmasked Estep 
Score: -24005448.000000 Penalty: 2988.568848
	Iteration 0F: 2 clusters Score -2.400545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -23899302.000000 Penalty: 5977.137695
	Iteration 0F: 3 clusters Score -2.38993e+07 nChanged 81927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86298 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -23947148.000000 Penalty: 5977.137695
	Iteration 1F: 3 clusters Score -2.394715e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -23948528.000000 Penalty: 5977.137695
	Iteration 2Q: 3 clusters Score -2.394853e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -23950360.000000 Penalty: 5977.137695
	Iteration 3Q: 3 clusters Score -2.395036e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -23953570.000000 Penalty: 5977.137695
	Iteration 4Q: 3 clusters Score -2.395357e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -23957634.000000 Penalty: 5977.137695
	Iteration 5Q: 3 clusters Score -2.395763e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -23963088.000000 Penalty: 5977.137695
	Iteration 6F: 3 clusters Score -2.396309e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -23969890.000000 Penalty: 5977.137695
	Iteration 7F: 3 clusters Score -2.396989e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88380 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -23976874.000000 Penalty: 5977.137695
	Iteration 8F: 3 clusters Score -2.397687e+07 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -23982502.000000 Penalty: 5977.137695
	Iteration 9F: 3 clusters Score -2.39825e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86017 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -23985798.000000 Penalty: 5977.137695
	Iteration 10Q: 3 clusters Score -2.39858e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -23987476.000000 Penalty: 5977.137695
	Iteration 11Q: 3 clusters Score -2.398748e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 88165 members 
Entering Unmasked Estep 
Score: -23988420.000000 Penalty: 5977.137695
	Iteration 12Q: 3 clusters Score -2.398842e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -23989192.000000 Penalty: 5977.137695
	Iteration 13Q: 3 clusters Score -2.398919e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 92039 members 
Entering Unmasked Estep 
Score: -23989914.000000 Penalty: 5977.137695
	Iteration 14Q: 3 clusters Score -2.398991e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76939 members 
Mstep: Class 2 contains 94277 members 
Entering Unmasked Estep 
Score: -23990704.000000 Penalty: 5977.137695
	Iteration 15Q: 3 clusters Score -2.39907e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 96628 members 
Entering Unmasked Estep 
Score: -23991624.000000 Penalty: 5977.137695
	Iteration 16Q: 3 clusters Score -2.399162e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -23992536.000000 Penalty: 5977.137695
	Iteration 17Q: 3 clusters Score -2.399254e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 101522 members 
Entering Unmasked Estep 
Score: -23993384.000000 Penalty: 5977.137695
	Iteration 18Q: 3 clusters Score -2.399338e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 104032 members 
Entering Unmasked Estep 
Score: -23994332.000000 Penalty: 5977.137695
	Iteration 19Q: 3 clusters Score -2.399433e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -23995058.000000 Penalty: 5977.137695
	Iteration 20F: 3 clusters Score -2.399506e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 108898 members 
Entering Unmasked Estep 
Score: -23995882.000000 Penalty: 5977.137695
	Iteration 21Q: 3 clusters Score -2.399588e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 111222 members 
Entering Unmasked Estep 
Score: -23996442.000000 Penalty: 5977.137695
	Iteration 22Q: 3 clusters Score -2.399644e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 113397 members 
Entering Unmasked Estep 
Score: -23997132.000000 Penalty: 5977.137695
	Iteration 23Q: 3 clusters Score -2.399713e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 115373 members 
Entering Unmasked Estep 
Score: -23997552.000000 Penalty: 5977.137695
	Iteration 24Q: 3 clusters Score -2.399755e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 117252 members 
Entering Unmasked Estep 
Score: -23997998.000000 Penalty: 5977.137695
	Iteration 25Q: 3 clusters Score -2.3998e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 119059 members 
Entering Unmasked Estep 
Score: -23998388.000000 Penalty: 5977.137695
	Iteration 26Q: 3 clusters Score -2.399839e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 120762 members 
Entering Unmasked Estep 
Score: -23998734.000000 Penalty: 5977.137695
	Iteration 27Q: 3 clusters Score -2.399873e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 122473 members 
Entering Unmasked Estep 
Score: -23999012.000000 Penalty: 5977.137695
	Iteration 28Q: 3 clusters Score -2.399901e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 124188 members 
Entering Unmasked Estep 
Score: -23999468.000000 Penalty: 5977.137695
	Iteration 29Q: 3 clusters Score -2.399947e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 125933 members 
Entering Unmasked Estep 
Score: -23999758.000000 Penalty: 5977.137695
	Iteration 30Q: 3 clusters Score -2.399976e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 127722 members 
Entering Unmasked Estep 
Score: -24000278.000000 Penalty: 5977.137695
	Iteration 31Q: 3 clusters Score -2.400028e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 129520 members 
Entering Unmasked Estep 
Score: -24000754.000000 Penalty: 5977.137695
	Iteration 32Q: 3 clusters Score -2.400075e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 131314 members 
Entering Unmasked Estep 
Score: -24001238.000000 Penalty: 5977.137695
	Iteration 33Q: 3 clusters Score -2.400124e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 133067 members 
Entering Unmasked Estep 
Score: -24001736.000000 Penalty: 5977.137695
	Iteration 34Q: 3 clusters Score -2.400174e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 134829 members 
Entering Unmasked Estep 
Score: -24002086.000000 Penalty: 5977.137695
	Iteration 35Q: 3 clusters Score -2.400209e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 136626 members 
Entering Unmasked Estep 
Score: -24002634.000000 Penalty: 5977.137695
	Iteration 36Q: 3 clusters Score -2.400263e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 138440 members 
Entering Unmasked Estep 
Score: -24003082.000000 Penalty: 5977.137695
	Iteration 37Q: 3 clusters Score -2.400308e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 140283 members 
Entering Unmasked Estep 
Score: -24003678.000000 Penalty: 5977.137695
	Iteration 38Q: 3 clusters Score -2.400368e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 142125 members 
Entering Unmasked Estep 
Score: -24004382.000000 Penalty: 5977.137695
	Iteration 39Q: 3 clusters Score -2.400438e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 143993 members 
Entering Unmasked Estep 
Score: -24004964.000000 Penalty: 5977.137695
	Iteration 40F: 3 clusters Score -2.400496e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 145775 members 
Entering Unmasked Estep 
Score: -24005566.000000 Penalty: 5977.137695
	Iteration 41Q: 3 clusters Score -2.400557e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 147491 members 
Entering Unmasked Estep 
Score: -24005968.000000 Penalty: 5977.137695
	Iteration 42Q: 3 clusters Score -2.400597e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 149197 members 
Entering Unmasked Estep 
Score: -24006370.000000 Penalty: 5977.137695
	Iteration 43Q: 3 clusters Score -2.400637e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 150909 members 
Entering Unmasked Estep 
Score: -24006752.000000 Penalty: 5977.137695
	Iteration 44Q: 3 clusters Score -2.400675e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 152599 members 
Entering Unmasked Estep 
Score: -24006880.000000 Penalty: 5977.137695
	Iteration 45Q: 3 clusters Score -2.400688e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 154227 members 
Entering Unmasked Estep 
Score: -24007016.000000 Penalty: 5977.137695
	Iteration 46Q: 3 clusters Score -2.400702e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 155773 members 
Entering Unmasked Estep 
Score: -24006818.000000 Penalty: 5977.137695
	Iteration 47Q: 3 clusters Score -2.400682e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 157165 members 
Entering Unmasked Estep 
Score: -24006918.000000 Penalty: 5977.137695
	Iteration 48Q: 3 clusters Score -2.400692e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 158386 members 
Entering Unmasked Estep 
Score: -24006838.000000 Penalty: 5977.137695
	Iteration 49Q: 3 clusters Score -2.400684e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -24006640.000000 Penalty: 5977.137695
	Iteration 50Q: 3 clusters Score -2.400664e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 160447 members 
Entering Unmasked Estep 
Score: -24006532.000000 Penalty: 5977.137695
	Iteration 51Q: 3 clusters Score -2.400653e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 161352 members 
Entering Unmasked Estep 
Score: -24006408.000000 Penalty: 5977.137695
	Iteration 52Q: 3 clusters Score -2.400641e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 162151 members 
Entering Unmasked Estep 
Score: -24006096.000000 Penalty: 5977.137695
	Iteration 53Q: 3 clusters Score -2.40061e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 162846 members 
Entering Unmasked Estep 
Score: -24006060.000000 Penalty: 5977.137695
	Iteration 54Q: 3 clusters Score -2.400606e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 163473 members 
Entering Unmasked Estep 
Score: -24005926.000000 Penalty: 5977.137695
	Iteration 55Q: 3 clusters Score -2.400593e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 163976 members 
Entering Unmasked Estep 
Score: -24005876.000000 Penalty: 5977.137695
	Iteration 56Q: 3 clusters Score -2.400588e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 164400 members 
Entering Unmasked Estep 
Score: -24005706.000000 Penalty: 5977.137695
	Iteration 57Q: 3 clusters Score -2.400571e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 164767 members 
Entering Unmasked Estep 
Score: -24005658.000000 Penalty: 5977.137695
	Iteration 58Q: 3 clusters Score -2.400566e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 165123 members 
Entering Unmasked Estep 
Score: -24005550.000000 Penalty: 5977.137695
	Iteration 59Q: 3 clusters Score -2.400555e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 165424 members 
Entering Unmasked Estep 
Score: -24005536.000000 Penalty: 5977.137695
	Iteration 60F: 3 clusters Score -2.400554e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 165675 members 
Entering Unmasked Estep 
Score: -24005442.000000 Penalty: 5977.137695
	Iteration 61Q: 3 clusters Score -2.400544e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 165912 members 
Entering Unmasked Estep 
Score: -24005380.000000 Penalty: 5977.137695
	Iteration 62Q: 3 clusters Score -2.400538e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 166116 members 
Entering Unmasked Estep 
Score: -24005336.000000 Penalty: 5977.137695
	Iteration 63Q: 3 clusters Score -2.400534e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 166304 members 
Entering Unmasked Estep 
Score: -24005296.000000 Penalty: 5977.137695
	Iteration 64Q: 3 clusters Score -2.40053e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 166465 members 
Entering Unmasked Estep 
Score: -24005192.000000 Penalty: 5977.137695
	Iteration 65Q: 3 clusters Score -2.400519e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 166635 members 
Entering Unmasked Estep 
Score: -24005182.000000 Penalty: 5977.137695
	Iteration 66Q: 3 clusters Score -2.400518e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 166782 members 
Entering Unmasked Estep 
Score: -24005106.000000 Penalty: 5977.137695
	Iteration 67Q: 3 clusters Score -2.400511e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 166927 members 
Entering Unmasked Estep 
Score: -24005128.000000 Penalty: 5977.137695
	Iteration 68Q: 3 clusters Score -2.400513e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 167052 members 
Entering Unmasked Estep 
Score: -24005090.000000 Penalty: 5977.137695
	Iteration 69Q: 3 clusters Score -2.400509e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 167173 members 
Entering Unmasked Estep 
Score: -24005028.000000 Penalty: 5977.137695
	Iteration 70Q: 3 clusters Score -2.400503e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 167299 members 
Entering Unmasked Estep 
Score: -24004984.000000 Penalty: 5977.137695
	Iteration 71Q: 3 clusters Score -2.400498e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 167424 members 
Entering Unmasked Estep 
Score: -24004914.000000 Penalty: 5977.137695
	Iteration 72Q: 3 clusters Score -2.400491e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 167548 members 
Entering Unmasked Estep 
Score: -24004844.000000 Penalty: 5977.137695
	Iteration 73Q: 3 clusters Score -2.400484e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 167654 members 
Entering Unmasked Estep 
Score: -24004812.000000 Penalty: 5977.137695
	Iteration 74Q: 3 clusters Score -2.400481e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 167751 members 
Entering Unmasked Estep 
Score: -24004756.000000 Penalty: 5977.137695
	Iteration 75Q: 3 clusters Score -2.400476e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 167835 members 
Entering Unmasked Estep 
Score: -24004754.000000 Penalty: 5977.137695
	Iteration 76Q: 3 clusters Score -2.400475e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 167898 members 
Entering Unmasked Estep 
Score: -24004778.000000 Penalty: 5977.137695
	Iteration 77Q: 3 clusters Score -2.400478e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 167967 members 
Entering Unmasked Estep 
Score: -24004728.000000 Penalty: 5977.137695
	Iteration 78Q: 3 clusters Score -2.400473e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 168026 members 
Entering Unmasked Estep 
Score: -24004720.000000 Penalty: 5977.137695
	Iteration 79Q: 3 clusters Score -2.400472e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 168092 members 
Entering Unmasked Estep 
Score: -24004654.000000 Penalty: 5977.137695
	Iteration 80F: 3 clusters Score -2.400465e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 168152 members 
Entering Unmasked Estep 
Score: -24004640.000000 Penalty: 5977.137695
	Iteration 81Q: 3 clusters Score -2.400464e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 168200 members 
Entering Unmasked Estep 
Score: -24004624.000000 Penalty: 5977.137695
	Iteration 82Q: 3 clusters Score -2.400462e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 168240 members 
Entering Unmasked Estep 
Score: -24004606.000000 Penalty: 5977.137695
	Iteration 83Q: 3 clusters Score -2.400461e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 168272 members 
Entering Unmasked Estep 
Score: -24004598.000000 Penalty: 5977.137695
	Iteration 84Q: 3 clusters Score -2.40046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 168300 members 
Entering Unmasked Estep 
Score: -24004564.000000 Penalty: 5977.137695
	Iteration 85Q: 3 clusters Score -2.400456e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 168331 members 
Entering Unmasked Estep 
Score: -24004530.000000 Penalty: 5977.137695
	Iteration 86Q: 3 clusters Score -2.400453e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 168354 members 
Entering Unmasked Estep 
Score: -24004544.000000 Penalty: 5977.137695
	Iteration 87Q: 3 clusters Score -2.400454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 168365 members 
Entering Unmasked Estep 
Score: -24004518.000000 Penalty: 5977.137695
	Iteration 88Q: 3 clusters Score -2.400452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 168381 members 
Entering Unmasked Estep 
Score: -24004518.000000 Penalty: 5977.137695
	Iteration 89Q: 3 clusters Score -2.400452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 168395 members 
Entering Unmasked Estep 
Score: -24004516.000000 Penalty: 5977.137695
	Iteration 90Q: 3 clusters Score -2.400452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 168413 members 
Entering Unmasked Estep 
Score: -24004480.000000 Penalty: 5977.137695
	Iteration 91Q: 3 clusters Score -2.400448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 168434 members 
Entering Unmasked Estep 
Score: -24004472.000000 Penalty: 5977.137695
	Iteration 92Q: 3 clusters Score -2.400447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 168452 members 
Entering Unmasked Estep 
Score: -24004474.000000 Penalty: 5977.137695
	Iteration 93Q: 3 clusters Score -2.400447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 168466 members 
Entering Unmasked Estep 
Score: -24004496.000000 Penalty: 5977.137695
	Iteration 94Q: 3 clusters Score -2.40045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 168476 members 
Entering Unmasked Estep 
Score: -24004480.000000 Penalty: 5977.137695
	Iteration 95Q: 3 clusters Score -2.400448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 168489 members 
Entering Unmasked Estep 
Score: -24004472.000000 Penalty: 5977.137695
	Iteration 96Q: 3 clusters Score -2.400447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 168504 members 
Entering Unmasked Estep 
Score: -24004464.000000 Penalty: 5977.137695
	Iteration 97Q: 3 clusters Score -2.400446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 168519 members 
Entering Unmasked Estep 
Score: -24004434.000000 Penalty: 5977.137695
	Iteration 98Q: 3 clusters Score -2.400443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 168533 members 
Entering Unmasked Estep 
Score: -24004418.000000 Penalty: 5977.137695
	Iteration 99Q: 3 clusters Score -2.400442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 168544 members 
Entering Unmasked Estep 
Score: -24004402.000000 Penalty: 5977.137695
	Iteration 100F: 3 clusters Score -2.40044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 168566 members 
Entering Unmasked Estep 
Score: -24004400.000000 Penalty: 5977.137695
	Iteration 101Q: 3 clusters Score -2.40044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 168583 members 
Entering Unmasked Estep 
Score: -24004416.000000 Penalty: 5977.137695
	Iteration 102Q: 3 clusters Score -2.400442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 168597 members 
Entering Unmasked Estep 
Score: -24004394.000000 Penalty: 5977.137695
	Iteration 103Q: 3 clusters Score -2.400439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 168604 members 
Entering Unmasked Estep 
Score: -24004398.000000 Penalty: 5977.137695
	Iteration 104Q: 3 clusters Score -2.40044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 168608 members 
Entering Unmasked Estep 
Score: -24004374.000000 Penalty: 5977.137695
	Iteration 105Q: 3 clusters Score -2.400437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 168615 members 
Entering Unmasked Estep 
Score: -24004384.000000 Penalty: 5977.137695
	Iteration 106Q: 3 clusters Score -2.400438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 168620 members 
Entering Unmasked Estep 
Score: -24004382.000000 Penalty: 5977.137695
	Iteration 107Q: 3 clusters Score -2.400438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 168623 members 
Entering Unmasked Estep 
Score: -24004356.000000 Penalty: 5977.137695
	Iteration 108Q: 3 clusters Score -2.400436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 168624 members 
Entering Unmasked Estep 
Score: -24004356.000000 Penalty: 5977.137695
	Iteration 109Q: 3 clusters Score -2.400436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 168626 members 
Entering Unmasked Estep 
Score: -24004366.000000 Penalty: 5977.137695
	Iteration 110Q: 3 clusters Score -2.400437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 168627 members 
Entering Unmasked Estep 
Score: -24004364.000000 Penalty: 5977.137695
	Iteration 111Q: 3 clusters Score -2.400436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 168629 members 
Entering Unmasked Estep 
Score: -24004362.000000 Penalty: 5977.137695
	Iteration 112Q: 3 clusters Score -2.400436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 168632 members 
Entering Unmasked Estep 
Score: -24004366.000000 Penalty: 5977.137695
	Iteration 113Q: 3 clusters Score -2.400437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 168634 members 
Entering Unmasked Estep 
Score: -24004362.000000 Penalty: 5977.137695
	Iteration 114Q: 3 clusters Score -2.400436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 168635 members 
Entering Unmasked Estep 
Score: -24004350.000000 Penalty: 5977.137695
	Iteration 115Q: 3 clusters Score -2.400435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 168637 members 
Entering Unmasked Estep 
Score: -24004352.000000 Penalty: 5977.137695
	Iteration 116Q: 3 clusters Score -2.400435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 168638 members 
Entering Unmasked Estep 
Score: -24004354.000000 Penalty: 5977.137695
	Iteration 117Q: 3 clusters Score -2.400435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 168638 members 
Entering Unmasked Estep 
Score: -24004354.000000 Penalty: 5977.137695
	Iteration 118F: 3 clusters Score -2.400435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -53004.773438 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -53004.77 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 210 members 
Entering Unmasked Estep 
Score: -51625.902344 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -51625.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51833.464844 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -51833.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51935.500000 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -51935.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52013.781250 Penalty: 2995.966309
	Iteration 3F: 3 clusters Score -52013.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52137.054688 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -52137.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -52273.957031 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -52273.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52331.996094 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -52332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -52396.785156 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -52396.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -52439.355469 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -52439.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -52472.597656 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -52472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -52591.339844 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -52591.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -52617.265625 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -52617.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -52636.531250 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -52636.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -52652.503906 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -52652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -52662.507812 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -52662.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -52674.675781 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -52674.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -52674.675781 Penalty: 2995.966309
	Iteration 16F: 3 clusters Score -52674.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Entering Unmasked Estep 
Score: -13376593.000000 Penalty: 2840.192627
	Iteration 0F: 2 clusters Score -1.337659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -13314460.000000 Penalty: 5680.385254
	Iteration 0F: 3 clusters Score -1.331446e+07 nChanged 44237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -13339439.000000 Penalty: 5680.385254
	Iteration 1F: 3 clusters Score -1.333944e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -13340096.000000 Penalty: 5680.385254
	Iteration 2Q: 3 clusters Score -1.33401e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -13340756.000000 Penalty: 5680.385254
	Iteration 3Q: 3 clusters Score -1.334076e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -13341586.000000 Penalty: 5680.385254
	Iteration 4Q: 3 clusters Score -1.334159e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -13342450.000000 Penalty: 5680.385254
	Iteration 5Q: 3 clusters Score -1.334245e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -13343615.000000 Penalty: 5680.385254
	Iteration 6Q: 3 clusters Score -1.334362e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -13345442.000000 Penalty: 5680.385254
	Iteration 7Q: 3 clusters Score -1.334544e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -13348364.000000 Penalty: 5680.385254
	Iteration 8Q: 3 clusters Score -1.334836e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -13352192.000000 Penalty: 5680.385254
	Iteration 9F: 3 clusters Score -1.335219e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 71033 members 
Entering Unmasked Estep 
Score: -13356619.000000 Penalty: 5680.385254
	Iteration 10F: 3 clusters Score -1.335662e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -13360922.000000 Penalty: 5680.385254
	Iteration 11F: 3 clusters Score -1.336092e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -13364443.000000 Penalty: 5680.385254
	Iteration 12Q: 3 clusters Score -1.336444e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -13367202.000000 Penalty: 5680.385254
	Iteration 13Q: 3 clusters Score -1.33672e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -13369254.000000 Penalty: 5680.385254
	Iteration 14Q: 3 clusters Score -1.336925e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -13370866.000000 Penalty: 5680.385254
	Iteration 15Q: 3 clusters Score -1.337087e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -13372007.000000 Penalty: 5680.385254
	Iteration 16Q: 3 clusters Score -1.337201e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 91542 members 
Entering Unmasked Estep 
Score: -13372765.000000 Penalty: 5680.385254
	Iteration 17Q: 3 clusters Score -1.337276e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 92241 members 
Entering Unmasked Estep 
Score: -13373249.000000 Penalty: 5680.385254
	Iteration 18Q: 3 clusters Score -1.337325e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -13373528.000000 Penalty: 5680.385254
	Iteration 19Q: 3 clusters Score -1.337353e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 92990 members 
Entering Unmasked Estep 
Score: -13373722.000000 Penalty: 5680.385254
	Iteration 20F: 3 clusters Score -1.337372e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 93166 members 
Entering Unmasked Estep 
Score: -13373859.000000 Penalty: 5680.385254
	Iteration 21Q: 3 clusters Score -1.337386e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -13373943.000000 Penalty: 5680.385254
	Iteration 22Q: 3 clusters Score -1.337394e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -13373998.000000 Penalty: 5680.385254
	Iteration 23Q: 3 clusters Score -1.3374e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 93399 members 
Entering Unmasked Estep 
Score: -13374033.000000 Penalty: 5680.385254
	Iteration 24Q: 3 clusters Score -1.337403e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -13374080.000000 Penalty: 5680.385254
	Iteration 25Q: 3 clusters Score -1.337408e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 93457 members 
Entering Unmasked Estep 
Score: -13374080.000000 Penalty: 5680.385254
	Iteration 26Q: 3 clusters Score -1.337408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 93474 members 
Entering Unmasked Estep 
Score: -13374097.000000 Penalty: 5680.385254
	Iteration 27Q: 3 clusters Score -1.33741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -13374112.000000 Penalty: 5680.385254
	Iteration 28Q: 3 clusters Score -1.337411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -13374131.000000 Penalty: 5680.385254
	Iteration 29Q: 3 clusters Score -1.337413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -13374138.000000 Penalty: 5680.385254
	Iteration 30Q: 3 clusters Score -1.337414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -13374164.000000 Penalty: 5680.385254
	Iteration 31Q: 3 clusters Score -1.337416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 93552 members 
Entering Unmasked Estep 
Score: -13374166.000000 Penalty: 5680.385254
	Iteration 32Q: 3 clusters Score -1.337417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 93560 members 
Entering Unmasked Estep 
Score: -13374172.000000 Penalty: 5680.385254
	Iteration 33Q: 3 clusters Score -1.337417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 93566 members 
Entering Unmasked Estep 
Score: -13374174.000000 Penalty: 5680.385254
	Iteration 34Q: 3 clusters Score -1.337417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -13374174.000000 Penalty: 5680.385254
	Iteration 35Q: 3 clusters Score -1.337417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -13374186.000000 Penalty: 5680.385254
	Iteration 36Q: 3 clusters Score -1.337419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -13374193.000000 Penalty: 5680.385254
	Iteration 37Q: 3 clusters Score -1.337419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -13374197.000000 Penalty: 5680.385254
	Iteration 38Q: 3 clusters Score -1.33742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -13374201.000000 Penalty: 5680.385254
	Iteration 39Q: 3 clusters Score -1.33742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -13374202.000000 Penalty: 5680.385254
	Iteration 40F: 3 clusters Score -1.33742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -13374214.000000 Penalty: 5680.385254
	Iteration 41Q: 3 clusters Score -1.337421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -13374226.000000 Penalty: 5680.385254
	Iteration 42Q: 3 clusters Score -1.337423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -13374216.000000 Penalty: 5680.385254
	Iteration 43Q: 3 clusters Score -1.337422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -13374211.000000 Penalty: 5680.385254
	Iteration 44Q: 3 clusters Score -1.337421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -13374211.000000 Penalty: 5680.385254
	Iteration 45F: 3 clusters Score -1.337421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Entering Unmasked Estep 
Score: -752461.875000 Penalty: 2124.222168
	Iteration 0F: 2 clusters Score -752461.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -747751.625000 Penalty: 4248.444336
	Iteration 0F: 3 clusters Score -747751.6 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -748935.062500 Penalty: 4248.444336
	Iteration 1F: 3 clusters Score -748935.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -749168.312500 Penalty: 4248.444336
	Iteration 2F: 3 clusters Score -749168.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -749287.937500 Penalty: 4248.444336
	Iteration 3Q: 3 clusters Score -749287.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -749384.500000 Penalty: 4248.444336
	Iteration 4Q: 3 clusters Score -749384.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -749449.937500 Penalty: 4248.444336
	Iteration 5Q: 3 clusters Score -749449.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -749507.375000 Penalty: 4248.444336
	Iteration 6Q: 3 clusters Score -749507.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -749548.750000 Penalty: 4248.444336
	Iteration 7Q: 3 clusters Score -749548.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -749588.312500 Penalty: 4248.444336
	Iteration 8Q: 3 clusters Score -749588.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -749626.187500 Penalty: 4248.444336
	Iteration 9Q: 3 clusters Score -749626.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -749661.312500 Penalty: 4248.444336
	Iteration 10Q: 3 clusters Score -749661.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -749693.875000 Penalty: 4248.444336
	Iteration 11Q: 3 clusters Score -749693.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -749723.937500 Penalty: 4248.444336
	Iteration 12Q: 3 clusters Score -749723.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -749744.875000 Penalty: 4248.444336
	Iteration 13Q: 3 clusters Score -749744.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -749759.750000 Penalty: 4248.444336
	Iteration 14Q: 3 clusters Score -749759.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -749773.562500 Penalty: 4248.444336
	Iteration 15Q: 3 clusters Score -749773.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -749788.500000 Penalty: 4248.444336
	Iteration 16Q: 3 clusters Score -749788.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -749802.312500 Penalty: 4248.444336
	Iteration 17Q: 3 clusters Score -749802.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -749808.187500 Penalty: 4248.444336
	Iteration 18Q: 3 clusters Score -749808.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -749816.187500 Penalty: 4248.444336
	Iteration 19Q: 3 clusters Score -749816.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -749824.187500 Penalty: 4248.444336
	Iteration 20F: 3 clusters Score -749824.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -749836.250000 Penalty: 4248.444336
	Iteration 21Q: 3 clusters Score -749836.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -749851.812500 Penalty: 4248.444336
	Iteration 22Q: 3 clusters Score -749851.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -749865.500000 Penalty: 4248.444336
	Iteration 23Q: 3 clusters Score -749865.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -749883.500000 Penalty: 4248.444336
	Iteration 24Q: 3 clusters Score -749883.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -749905.687500 Penalty: 4248.444336
	Iteration 25Q: 3 clusters Score -749905.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -749921.687500 Penalty: 4248.444336
	Iteration 26Q: 3 clusters Score -749921.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -749935.625000 Penalty: 4248.444336
	Iteration 27Q: 3 clusters Score -749935.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -749953.687500 Penalty: 4248.444336
	Iteration 28Q: 3 clusters Score -749953.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -749972.000000 Penalty: 4248.444336
	Iteration 29Q: 3 clusters Score -749972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -749989.812500 Penalty: 4248.444336
	Iteration 30Q: 3 clusters Score -749989.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -750003.375000 Penalty: 4248.444336
	Iteration 31Q: 3 clusters Score -750003.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -750015.062500 Penalty: 4248.444336
	Iteration 32Q: 3 clusters Score -750015.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -750028.375000 Penalty: 4248.444336
	Iteration 33Q: 3 clusters Score -750028.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -750042.500000 Penalty: 4248.444336
	Iteration 34Q: 3 clusters Score -750042.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -750061.500000 Penalty: 4248.444336
	Iteration 35Q: 3 clusters Score -750061.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -750079.187500 Penalty: 4248.444336
	Iteration 36Q: 3 clusters Score -750079.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -750093.500000 Penalty: 4248.444336
	Iteration 37Q: 3 clusters Score -750093.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -750108.500000 Penalty: 4248.444336
	Iteration 38Q: 3 clusters Score -750108.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -750119.437500 Penalty: 4248.444336
	Iteration 39Q: 3 clusters Score -750119.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -750132.500000 Penalty: 4248.444336
	Iteration 40F: 3 clusters Score -750132.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -750149.187500 Penalty: 4248.444336
	Iteration 41Q: 3 clusters Score -750149.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -750160.625000 Penalty: 4248.444336
	Iteration 42Q: 3 clusters Score -750160.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -750169.687500 Penalty: 4248.444336
	Iteration 43Q: 3 clusters Score -750169.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -750178.500000 Penalty: 4248.444336
	Iteration 44Q: 3 clusters Score -750178.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -750183.000000 Penalty: 4248.444336
	Iteration 45Q: 3 clusters Score -750183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -750184.812500 Penalty: 4248.444336
	Iteration 46Q: 3 clusters Score -750184.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -750191.562500 Penalty: 4248.444336
	Iteration 47Q: 3 clusters Score -750191.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -750196.375000 Penalty: 4248.444336
	Iteration 48Q: 3 clusters Score -750196.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -750199.500000 Penalty: 4248.444336
	Iteration 49Q: 3 clusters Score -750199.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -750200.187500 Penalty: 4248.444336
	Iteration 50Q: 3 clusters Score -750200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -750201.687500 Penalty: 4248.444336
	Iteration 51Q: 3 clusters Score -750201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -750202.562500 Penalty: 4248.444336
	Iteration 52Q: 3 clusters Score -750202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -750202.812500 Penalty: 4248.444336
	Iteration 53Q: 3 clusters Score -750202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -750201.937500 Penalty: 4248.444336
	Iteration 54Q: 3 clusters Score -750201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -750201.937500 Penalty: 4248.444336
	Iteration 55F: 3 clusters Score -750201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Entering Unmasked Estep 
Score: -3375023.750000 Penalty: 2498.338867
	Iteration 0F: 2 clusters Score -3375024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3358523.250000 Penalty: 4996.677734
	Iteration 0F: 3 clusters Score -3358523 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3364325.750000 Penalty: 4996.677734
	Iteration 1F: 3 clusters Score -3364326 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3364796.000000 Penalty: 4996.677734
	Iteration 2F: 3 clusters Score -3364796 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3365354.000000 Penalty: 4996.677734
	Iteration 3F: 3 clusters Score -3365354 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3366105.500000 Penalty: 4996.677734
	Iteration 4F: 3 clusters Score -3366106 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3367186.750000 Penalty: 4996.677734
	Iteration 5F: 3 clusters Score -3367187 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3368523.250000 Penalty: 4996.677734
	Iteration 6F: 3 clusters Score -3368523 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3369991.500000 Penalty: 4996.677734
	Iteration 7F: 3 clusters Score -3369992 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3371307.500000 Penalty: 4996.677734
	Iteration 8F: 3 clusters Score -3371308 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3372323.500000 Penalty: 4996.677734
	Iteration 9Q: 3 clusters Score -3372324 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3372972.000000 Penalty: 4996.677734
	Iteration 10Q: 3 clusters Score -3372972 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3373232.250000 Penalty: 4996.677734
	Iteration 11Q: 3 clusters Score -3373232 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3373361.750000 Penalty: 4996.677734
	Iteration 12Q: 3 clusters Score -3373362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3373431.750000 Penalty: 4996.677734
	Iteration 13Q: 3 clusters Score -3373432 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3373467.750000 Penalty: 4996.677734
	Iteration 14Q: 3 clusters Score -3373468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3373478.750000 Penalty: 4996.677734
	Iteration 15Q: 3 clusters Score -3373479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3373498.500000 Penalty: 4996.677734
	Iteration 16Q: 3 clusters Score -3373498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3373513.250000 Penalty: 4996.677734
	Iteration 17Q: 3 clusters Score -3373513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3373527.000000 Penalty: 4996.677734
	Iteration 18Q: 3 clusters Score -3373527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3373543.250000 Penalty: 4996.677734
	Iteration 19Q: 3 clusters Score -3373543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3373548.750000 Penalty: 4996.677734
	Iteration 20F: 3 clusters Score -3373549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3373557.500000 Penalty: 4996.677734
	Iteration 21Q: 3 clusters Score -3373558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3373555.750000 Penalty: 4996.677734
	Iteration 22Q: 3 clusters Score -3373556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3373555.500000 Penalty: 4996.677734
	Iteration 23Q: 3 clusters Score -3373556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3373558.250000 Penalty: 4996.677734
	Iteration 24Q: 3 clusters Score -3373558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3373562.250000 Penalty: 4996.677734
	Iteration 25Q: 3 clusters Score -3373562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3373565.500000 Penalty: 4996.677734
	Iteration 26Q: 3 clusters Score -3373566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3373563.250000 Penalty: 4996.677734
	Iteration 27Q: 3 clusters Score -3373563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3373561.250000 Penalty: 4996.677734
	Iteration 28Q: 3 clusters Score -3373561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3373564.500000 Penalty: 4996.677734
	Iteration 29Q: 3 clusters Score -3373564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3373568.250000 Penalty: 4996.677734
	Iteration 30Q: 3 clusters Score -3373568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3373565.500000 Penalty: 4996.677734
	Iteration 31Q: 3 clusters Score -3373566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3373563.750000 Penalty: 4996.677734
	Iteration 32Q: 3 clusters Score -3373564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3373566.000000 Penalty: 4996.677734
	Iteration 33Q: 3 clusters Score -3373566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3373563.000000 Penalty: 4996.677734
	Iteration 34Q: 3 clusters Score -3373563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3373563.500000 Penalty: 4996.677734
	Iteration 35Q: 3 clusters Score -3373564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3373562.000000 Penalty: 4996.677734
	Iteration 36Q: 3 clusters Score -3373562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3373562.000000 Penalty: 4996.677734
	Iteration 37F: 3 clusters Score -3373562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Entering Unmasked Estep 
Score: -1011560.937500 Penalty: 2196.910645
	Iteration 0F: 2 clusters Score -1011561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1005740.750000 Penalty: 4393.821289
	Iteration 0F: 3 clusters Score -1005741 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1007306.937500 Penalty: 4393.821289
	Iteration 1F: 3 clusters Score -1007307 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1007607.375000 Penalty: 4393.821289
	Iteration 2F: 3 clusters Score -1007607 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1007795.375000 Penalty: 4393.821289
	Iteration 3F: 3 clusters Score -1007795 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1007950.187500 Penalty: 4393.821289
	Iteration 4Q: 3 clusters Score -1007950 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1008080.625000 Penalty: 4393.821289
	Iteration 5Q: 3 clusters Score -1008081 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1008180.062500 Penalty: 4393.821289
	Iteration 6Q: 3 clusters Score -1008180 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1008276.750000 Penalty: 4393.821289
	Iteration 7Q: 3 clusters Score -1008277 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1008404.375000 Penalty: 4393.821289
	Iteration 8Q: 3 clusters Score -1008404 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1008571.937500 Penalty: 4393.821289
	Iteration 9Q: 3 clusters Score -1008572 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1008789.500000 Penalty: 4393.821289
	Iteration 10Q: 3 clusters Score -1008790 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1008994.062500 Penalty: 4393.821289
	Iteration 11Q: 3 clusters Score -1008994 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1009161.187500 Penalty: 4393.821289
	Iteration 12Q: 3 clusters Score -1009161 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1009287.500000 Penalty: 4393.821289
	Iteration 13Q: 3 clusters Score -1009288 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1009393.937500 Penalty: 4393.821289
	Iteration 14Q: 3 clusters Score -1009394 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1009455.625000 Penalty: 4393.821289
	Iteration 15Q: 3 clusters Score -1009456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1009494.812500 Penalty: 4393.821289
	Iteration 16Q: 3 clusters Score -1009495 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1009524.625000 Penalty: 4393.821289
	Iteration 17Q: 3 clusters Score -1009525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1009546.812500 Penalty: 4393.821289
	Iteration 18Q: 3 clusters Score -1009547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1009560.625000 Penalty: 4393.821289
	Iteration 19Q: 3 clusters Score -1009561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1009573.875000 Penalty: 4393.821289
	Iteration 20F: 3 clusters Score -1009574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1009586.625000 Penalty: 4393.821289
	Iteration 21Q: 3 clusters Score -1009587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1009588.125000 Penalty: 4393.821289
	Iteration 22Q: 3 clusters Score -1009588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1009594.062500 Penalty: 4393.821289
	Iteration 23Q: 3 clusters Score -1009594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1009595.062500 Penalty: 4393.821289
	Iteration 24Q: 3 clusters Score -1009595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1009596.625000 Penalty: 4393.821289
	Iteration 25Q: 3 clusters Score -1009597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1009595.687500 Penalty: 4393.821289
	Iteration 26Q: 3 clusters Score -1009596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1009597.187500 Penalty: 4393.821289
	Iteration 27Q: 3 clusters Score -1009597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1009600.875000 Penalty: 4393.821289
	Iteration 28Q: 3 clusters Score -1009601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1009602.187500 Penalty: 4393.821289
	Iteration 29Q: 3 clusters Score -1009602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1009602.187500 Penalty: 4393.821289
	Iteration 30F: 3 clusters Score -1009602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Entering Unmasked Estep 
Score: -1362378.625000 Penalty: 2275.893555
	Iteration 0F: 2 clusters Score -1362379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1354893.750000 Penalty: 4551.787109
	Iteration 0F: 3 clusters Score -1354894 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1357048.625000 Penalty: 4551.787109
	Iteration 1F: 3 clusters Score -1357049 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1357340.750000 Penalty: 4551.787109
	Iteration 2F: 3 clusters Score -1357341 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1357567.875000 Penalty: 4551.787109
	Iteration 3F: 3 clusters Score -1357568 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1357759.250000 Penalty: 4551.787109
	Iteration 4Q: 3 clusters Score -1357759 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1357921.625000 Penalty: 4551.787109
	Iteration 5Q: 3 clusters Score -1357922 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1358082.750000 Penalty: 4551.787109
	Iteration 6Q: 3 clusters Score -1358083 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1358254.125000 Penalty: 4551.787109
	Iteration 7Q: 3 clusters Score -1358254 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1358445.875000 Penalty: 4551.787109
	Iteration 8Q: 3 clusters Score -1358446 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1358680.625000 Penalty: 4551.787109
	Iteration 9Q: 3 clusters Score -1358681 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1358893.750000 Penalty: 4551.787109
	Iteration 10Q: 3 clusters Score -1358894 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1359129.250000 Penalty: 4551.787109
	Iteration 11Q: 3 clusters Score -1359129 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1359387.750000 Penalty: 4551.787109
	Iteration 12Q: 3 clusters Score -1359388 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1359656.500000 Penalty: 4551.787109
	Iteration 13Q: 3 clusters Score -1359656 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1359938.250000 Penalty: 4551.787109
	Iteration 14Q: 3 clusters Score -1359938 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1360192.625000 Penalty: 4551.787109
	Iteration 15Q: 3 clusters Score -1360193 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1360433.250000 Penalty: 4551.787109
	Iteration 16Q: 3 clusters Score -1360433 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1360558.500000 Penalty: 4551.787109
	Iteration 17Q: 3 clusters Score -1360558 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1360642.625000 Penalty: 4551.787109
	Iteration 18Q: 3 clusters Score -1360643 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1360678.875000 Penalty: 4551.787109
	Iteration 19Q: 3 clusters Score -1360679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1360696.625000 Penalty: 4551.787109
	Iteration 20F: 3 clusters Score -1360697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1360708.875000 Penalty: 4551.787109
	Iteration 21Q: 3 clusters Score -1360709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1360715.375000 Penalty: 4551.787109
	Iteration 22Q: 3 clusters Score -1360715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1360719.625000 Penalty: 4551.787109
	Iteration 23Q: 3 clusters Score -1360720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1360724.125000 Penalty: 4551.787109
	Iteration 24Q: 3 clusters Score -1360724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1360724.875000 Penalty: 4551.787109
	Iteration 25Q: 3 clusters Score -1360725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1360727.625000 Penalty: 4551.787109
	Iteration 26Q: 3 clusters Score -1360728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1360731.250000 Penalty: 4551.787109
	Iteration 27Q: 3 clusters Score -1360731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1360728.375000 Penalty: 4551.787109
	Iteration 28Q: 3 clusters Score -1360728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1360729.375000 Penalty: 4551.787109
	Iteration 29Q: 3 clusters Score -1360729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1360729.500000 Penalty: 4551.787109
	Iteration 30Q: 3 clusters Score -1360730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1360731.750000 Penalty: 4551.787109
	Iteration 31Q: 3 clusters Score -1360732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1360730.875000 Penalty: 4551.787109
	Iteration 32Q: 3 clusters Score -1360731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1360731.125000 Penalty: 4551.787109
	Iteration 33Q: 3 clusters Score -1360731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1360730.375000 Penalty: 4551.787109
	Iteration 34Q: 3 clusters Score -1360730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1360733.375000 Penalty: 4551.787109
	Iteration 35Q: 3 clusters Score -1360733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1360733.000000 Penalty: 4551.787109
	Iteration 36Q: 3 clusters Score -1360733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1360733.875000 Penalty: 4551.787109
	Iteration 37Q: 3 clusters Score -1360734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1360733.875000 Penalty: 4551.787109
	Iteration 38F: 3 clusters Score -1360734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -10858.999023 Penalty: 1137.072021
	Iteration 0F: 2 clusters Score -10859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -10136.171875 Penalty: 2274.144043
	Iteration 0F: 3 clusters Score -10136.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (121031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Entering Unmasked Estep 
Score: -17162848.000000 Penalty: 2902.542969
	Iteration 0F: 2 clusters Score -1.716285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -17082660.000000 Penalty: 5805.085938
	Iteration 0F: 3 clusters Score -1.708266e+07 nChanged 57817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -17115602.000000 Penalty: 5805.085938
	Iteration 1F: 3 clusters Score -1.71156e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -17116434.000000 Penalty: 5805.085938
	Iteration 2Q: 3 clusters Score -1.711643e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -17117450.000000 Penalty: 5805.085938
	Iteration 3Q: 3 clusters Score -1.711745e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -17118722.000000 Penalty: 5805.085938
	Iteration 4Q: 3 clusters Score -1.711872e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 74502 members 
Entering Unmasked Estep 
Score: -17120846.000000 Penalty: 5805.085938
	Iteration 5Q: 3 clusters Score -1.712085e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -17124858.000000 Penalty: 5805.085938
	Iteration 6F: 3 clusters Score -1.712486e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -17131498.000000 Penalty: 5805.085938
	Iteration 7F: 3 clusters Score -1.71315e+07 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -17140752.000000 Penalty: 5805.085938
	Iteration 8F: 3 clusters Score -1.714075e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -17150008.000000 Penalty: 5805.085938
	Iteration 9F: 3 clusters Score -1.715001e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 116948 members 
Entering Unmasked Estep 
Score: -17156072.000000 Penalty: 5805.085938
	Iteration 10F: 3 clusters Score -1.715607e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 119654 members 
Entering Unmasked Estep 
Score: -17158830.000000 Penalty: 5805.085938
	Iteration 11Q: 3 clusters Score -1.715883e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 120510 members 
Entering Unmasked Estep 
Score: -17159736.000000 Penalty: 5805.085938
	Iteration 12Q: 3 clusters Score -1.715974e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 120738 members 
Entering Unmasked Estep 
Score: -17160052.000000 Penalty: 5805.085938
	Iteration 13Q: 3 clusters Score -1.716005e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 120804 members 
Entering Unmasked Estep 
Score: -17160152.000000 Penalty: 5805.085938
	Iteration 14Q: 3 clusters Score -1.716015e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 120824 members 
Entering Unmasked Estep 
Score: -17160200.000000 Penalty: 5805.085938
	Iteration 15Q: 3 clusters Score -1.71602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 120831 members 
Entering Unmasked Estep 
Score: -17160232.000000 Penalty: 5805.085938
	Iteration 16Q: 3 clusters Score -1.716023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 120836 members 
Entering Unmasked Estep 
Score: -17160240.000000 Penalty: 5805.085938
	Iteration 17Q: 3 clusters Score -1.716024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 120836 members 
Entering Unmasked Estep 
Score: -17160240.000000 Penalty: 5805.085938
	Iteration 18F: 3 clusters Score -1.716024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Entering Unmasked Estep 
Score: -5884896.000000 Penalty: 2635.115479
	Iteration 0F: 2 clusters Score -5884896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -5857182.000000 Penalty: 5270.230957
	Iteration 0F: 3 clusters Score -5857182 nChanged 18680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -5867590.000000 Penalty: 5270.230957
	Iteration 1F: 3 clusters Score -5867590 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -5868417.000000 Penalty: 5270.230957
	Iteration 2F: 3 clusters Score -5868417 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -5869523.500000 Penalty: 5270.230957
	Iteration 3F: 3 clusters Score -5869524 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -5871083.500000 Penalty: 5270.230957
	Iteration 4F: 3 clusters Score -5871084 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -5873404.500000 Penalty: 5270.230957
	Iteration 5F: 3 clusters Score -5873404 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -5876160.500000 Penalty: 5270.230957
	Iteration 6F: 3 clusters Score -5876160 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -5878773.000000 Penalty: 5270.230957
	Iteration 7F: 3 clusters Score -5878773 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -5880548.500000 Penalty: 5270.230957
	Iteration 8Q: 3 clusters Score -5880548 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5881442.500000 Penalty: 5270.230957
	Iteration 9Q: 3 clusters Score -5881442 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5881858.000000 Penalty: 5270.230957
	Iteration 10Q: 3 clusters Score -5881858 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5882081.500000 Penalty: 5270.230957
	Iteration 11Q: 3 clusters Score -5882082 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5882235.000000 Penalty: 5270.230957
	Iteration 12Q: 3 clusters Score -5882235 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5882324.000000 Penalty: 5270.230957
	Iteration 13Q: 3 clusters Score -5882324 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5882402.000000 Penalty: 5270.230957
	Iteration 14Q: 3 clusters Score -5882402 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5882428.000000 Penalty: 5270.230957
	Iteration 15Q: 3 clusters Score -5882428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5882459.000000 Penalty: 5270.230957
	Iteration 16Q: 3 clusters Score -5882459 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5882484.000000 Penalty: 5270.230957
	Iteration 17Q: 3 clusters Score -5882484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5882501.000000 Penalty: 5270.230957
	Iteration 18Q: 3 clusters Score -5882501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5882536.500000 Penalty: 5270.230957
	Iteration 19Q: 3 clusters Score -5882536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5882553.000000 Penalty: 5270.230957
	Iteration 20F: 3 clusters Score -5882553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5882563.000000 Penalty: 5270.230957
	Iteration 21Q: 3 clusters Score -5882563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5882572.000000 Penalty: 5270.230957
	Iteration 22Q: 3 clusters Score -5882572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5882588.000000 Penalty: 5270.230957
	Iteration 23Q: 3 clusters Score -5882588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5882607.500000 Penalty: 5270.230957
	Iteration 24Q: 3 clusters Score -5882608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5882610.500000 Penalty: 5270.230957
	Iteration 25Q: 3 clusters Score -5882610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5882618.500000 Penalty: 5270.230957
	Iteration 26Q: 3 clusters Score -5882618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5882624.000000 Penalty: 5270.230957
	Iteration 27Q: 3 clusters Score -5882624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5882636.000000 Penalty: 5270.230957
	Iteration 28Q: 3 clusters Score -5882636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5882642.500000 Penalty: 5270.230957
	Iteration 29Q: 3 clusters Score -5882642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5882656.000000 Penalty: 5270.230957
	Iteration 30Q: 3 clusters Score -5882656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5882661.000000 Penalty: 5270.230957
	Iteration 31Q: 3 clusters Score -5882661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5882670.500000 Penalty: 5270.230957
	Iteration 32Q: 3 clusters Score -5882670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5882679.500000 Penalty: 5270.230957
	Iteration 33Q: 3 clusters Score -5882680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5882686.500000 Penalty: 5270.230957
	Iteration 34Q: 3 clusters Score -5882686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5882698.000000 Penalty: 5270.230957
	Iteration 35Q: 3 clusters Score -5882698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5882700.500000 Penalty: 5270.230957
	Iteration 36Q: 3 clusters Score -5882700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5882699.500000 Penalty: 5270.230957
	Iteration 37Q: 3 clusters Score -5882700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5882697.000000 Penalty: 5270.230957
	Iteration 38Q: 3 clusters Score -5882697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5882702.500000 Penalty: 5270.230957
	Iteration 39Q: 3 clusters Score -5882702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5882705.000000 Penalty: 5270.230957
	Iteration 40F: 3 clusters Score -5882705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5882701.000000 Penalty: 5270.230957
	Iteration 41Q: 3 clusters Score -5882701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5882713.000000 Penalty: 5270.230957
	Iteration 42Q: 3 clusters Score -5882713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5882711.000000 Penalty: 5270.230957
	Iteration 43Q: 3 clusters Score -5882711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5882708.500000 Penalty: 5270.230957
	Iteration 44Q: 3 clusters Score -5882708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5882708.500000 Penalty: 5270.230957
	Iteration 45F: 3 clusters Score -5882708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -151787.703125 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -151787.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -149770.562500 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -149770.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150043.921875 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -150043.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150114.593750 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -150114.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150151.562500 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -150151.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150171.890625 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -150171.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -150179.828125 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -150179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -150186.187500 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -150186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -150190.843750 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -150190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -150193.750000 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -150193.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -150196.203125 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -150196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -150197.718750 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -150197.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -150197.718750 Penalty: 3469.445801
	Iteration 11F: 3 clusters Score -150197.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Entering Unmasked Estep 
Score: -5537818.000000 Penalty: 2629.916992
	Iteration 0F: 2 clusters Score -5537818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -5510587.000000 Penalty: 5259.833984
	Iteration 0F: 3 clusters Score -5510587 nChanged 18400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -5520569.000000 Penalty: 5259.833984
	Iteration 1F: 3 clusters Score -5520569 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -5521103.500000 Penalty: 5259.833984
	Iteration 2Q: 3 clusters Score -5521104 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -5521491.000000 Penalty: 5259.833984
	Iteration 3Q: 3 clusters Score -5521491 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -5521882.500000 Penalty: 5259.833984
	Iteration 4Q: 3 clusters Score -5521882 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5522233.000000 Penalty: 5259.833984
	Iteration 5Q: 3 clusters Score -5522233 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -5522632.000000 Penalty: 5259.833984
	Iteration 6Q: 3 clusters Score -5522632 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5523052.000000 Penalty: 5259.833984
	Iteration 7Q: 3 clusters Score -5523052 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -5523495.500000 Penalty: 5259.833984
	Iteration 8Q: 3 clusters Score -5523496 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -5524115.000000 Penalty: 5259.833984
	Iteration 9Q: 3 clusters Score -5524115 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -5524981.000000 Penalty: 5259.833984
	Iteration 10Q: 3 clusters Score -5524981 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -5525978.000000 Penalty: 5259.833984
	Iteration 11Q: 3 clusters Score -5525978 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -5527130.500000 Penalty: 5259.833984
	Iteration 12Q: 3 clusters Score -5527130 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -5528121.000000 Penalty: 5259.833984
	Iteration 13Q: 3 clusters Score -5528121 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -5528715.000000 Penalty: 5259.833984
	Iteration 14Q: 3 clusters Score -5528715 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -5529004.500000 Penalty: 5259.833984
	Iteration 15Q: 3 clusters Score -5529004 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -5529150.000000 Penalty: 5259.833984
	Iteration 16Q: 3 clusters Score -5529150 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5529235.000000 Penalty: 5259.833984
	Iteration 17Q: 3 clusters Score -5529235 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -5529302.000000 Penalty: 5259.833984
	Iteration 18Q: 3 clusters Score -5529302 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -5529354.500000 Penalty: 5259.833984
	Iteration 19Q: 3 clusters Score -5529354 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -5529430.500000 Penalty: 5259.833984
	Iteration 20F: 3 clusters Score -5529430 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -5529484.500000 Penalty: 5259.833984
	Iteration 21Q: 3 clusters Score -5529484 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -5529551.500000 Penalty: 5259.833984
	Iteration 22Q: 3 clusters Score -5529552 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -5529652.000000 Penalty: 5259.833984
	Iteration 23Q: 3 clusters Score -5529652 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -5529761.000000 Penalty: 5259.833984
	Iteration 24Q: 3 clusters Score -5529761 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -5529846.500000 Penalty: 5259.833984
	Iteration 25Q: 3 clusters Score -5529846 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -5529929.500000 Penalty: 5259.833984
	Iteration 26Q: 3 clusters Score -5529930 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -5530042.000000 Penalty: 5259.833984
	Iteration 27Q: 3 clusters Score -5530042 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -5530136.000000 Penalty: 5259.833984
	Iteration 28Q: 3 clusters Score -5530136 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -5530267.000000 Penalty: 5259.833984
	Iteration 29Q: 3 clusters Score -5530267 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -5530402.000000 Penalty: 5259.833984
	Iteration 30Q: 3 clusters Score -5530402 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -5530592.500000 Penalty: 5259.833984
	Iteration 31Q: 3 clusters Score -5530592 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -5530811.500000 Penalty: 5259.833984
	Iteration 32Q: 3 clusters Score -5530812 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -5530996.500000 Penalty: 5259.833984
	Iteration 33Q: 3 clusters Score -5530996 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -5531244.000000 Penalty: 5259.833984
	Iteration 34Q: 3 clusters Score -5531244 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -5531513.500000 Penalty: 5259.833984
	Iteration 35Q: 3 clusters Score -5531514 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -5531821.000000 Penalty: 5259.833984
	Iteration 36Q: 3 clusters Score -5531821 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -5532118.000000 Penalty: 5259.833984
	Iteration 37Q: 3 clusters Score -5532118 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -5532437.000000 Penalty: 5259.833984
	Iteration 38Q: 3 clusters Score -5532437 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -5532717.500000 Penalty: 5259.833984
	Iteration 39Q: 3 clusters Score -5532718 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -5533026.000000 Penalty: 5259.833984
	Iteration 40F: 3 clusters Score -5533026 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -5533331.000000 Penalty: 5259.833984
	Iteration 41Q: 3 clusters Score -5533331 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5533642.500000 Penalty: 5259.833984
	Iteration 42Q: 3 clusters Score -5533642 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -5534000.500000 Penalty: 5259.833984
	Iteration 43Q: 3 clusters Score -5534000 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -5534367.000000 Penalty: 5259.833984
	Iteration 44Q: 3 clusters Score -5534367 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5534690.500000 Penalty: 5259.833984
	Iteration 45Q: 3 clusters Score -5534690 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5534952.500000 Penalty: 5259.833984
	Iteration 46Q: 3 clusters Score -5534952 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5535145.500000 Penalty: 5259.833984
	Iteration 47Q: 3 clusters Score -5535146 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5535296.500000 Penalty: 5259.833984
	Iteration 48Q: 3 clusters Score -5535296 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5535389.000000 Penalty: 5259.833984
	Iteration 49Q: 3 clusters Score -5535389 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5535474.000000 Penalty: 5259.833984
	Iteration 50Q: 3 clusters Score -5535474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5535529.500000 Penalty: 5259.833984
	Iteration 51Q: 3 clusters Score -5535530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5535574.500000 Penalty: 5259.833984
	Iteration 52Q: 3 clusters Score -5535574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5535586.000000 Penalty: 5259.833984
	Iteration 53Q: 3 clusters Score -5535586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5535599.000000 Penalty: 5259.833984
	Iteration 54Q: 3 clusters Score -5535599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5535621.000000 Penalty: 5259.833984
	Iteration 55Q: 3 clusters Score -5535621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5535625.500000 Penalty: 5259.833984
	Iteration 56Q: 3 clusters Score -5535626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5535633.000000 Penalty: 5259.833984
	Iteration 57Q: 3 clusters Score -5535633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5535640.500000 Penalty: 5259.833984
	Iteration 58Q: 3 clusters Score -5535640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5535642.000000 Penalty: 5259.833984
	Iteration 59Q: 3 clusters Score -5535642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5535640.500000 Penalty: 5259.833984
	Iteration 60F: 3 clusters Score -5535640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5535656.500000 Penalty: 5259.833984
	Iteration 61Q: 3 clusters Score -5535656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5535646.500000 Penalty: 5259.833984
	Iteration 62Q: 3 clusters Score -5535646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5535652.500000 Penalty: 5259.833984
	Iteration 63Q: 3 clusters Score -5535652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5535655.000000 Penalty: 5259.833984
	Iteration 64Q: 3 clusters Score -5535655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5535651.000000 Penalty: 5259.833984
	Iteration 65Q: 3 clusters Score -5535651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5535654.000000 Penalty: 5259.833984
	Iteration 66Q: 3 clusters Score -5535654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5535656.500000 Penalty: 5259.833984
	Iteration 67Q: 3 clusters Score -5535656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5535656.500000 Penalty: 5259.833984
	Iteration 68F: 3 clusters Score -5535656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (157823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157823 members 
Entering Unmasked Estep 
Score: -22179678.000000 Penalty: 2968.368896
	Iteration 0F: 2 clusters Score -2.217968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -22076462.000000 Penalty: 5936.737793
	Iteration 0F: 3 clusters Score -2.207646e+07 nChanged 75636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -22120230.000000 Penalty: 5936.737793
	Iteration 1F: 3 clusters Score -2.212023e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -22121220.000000 Penalty: 5936.737793
	Iteration 2Q: 3 clusters Score -2.212122e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 83538 members 
Entering Unmasked Estep 
Score: -22122308.000000 Penalty: 5936.737793
	Iteration 3Q: 3 clusters Score -2.212231e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -22123736.000000 Penalty: 5936.737793
	Iteration 4Q: 3 clusters Score -2.212374e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -22126066.000000 Penalty: 5936.737793
	Iteration 5Q: 3 clusters Score -2.212607e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
Score: -22129326.000000 Penalty: 5936.737793
	Iteration 6Q: 3 clusters Score -2.212933e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 102348 members 
Entering Unmasked Estep 
Score: -22134268.000000 Penalty: 5936.737793
	Iteration 7F: 3 clusters Score -2.213427e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 110998 members 
Entering Unmasked Estep 
Score: -22141032.000000 Penalty: 5936.737793
	Iteration 8F: 3 clusters Score -2.214103e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 120425 members 
Entering Unmasked Estep 
Score: -22148654.000000 Penalty: 5936.737793
	Iteration 9F: 3 clusters Score -2.214865e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 129621 members 
Entering Unmasked Estep 
Score: -22155944.000000 Penalty: 5936.737793
	Iteration 10F: 3 clusters Score -2.215594e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 137708 members 
Entering Unmasked Estep 
Score: -22162244.000000 Penalty: 5936.737793
	Iteration 11F: 3 clusters Score -2.216224e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 144271 members 
Entering Unmasked Estep 
Score: -22167850.000000 Penalty: 5936.737793
	Iteration 12Q: 3 clusters Score -2.216785e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 149110 members 
Entering Unmasked Estep 
Score: -22171794.000000 Penalty: 5936.737793
	Iteration 13Q: 3 clusters Score -2.217179e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 152214 members 
Entering Unmasked Estep 
Score: -22174094.000000 Penalty: 5936.737793
	Iteration 14Q: 3 clusters Score -2.217409e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 154096 members 
Entering Unmasked Estep 
Score: -22175452.000000 Penalty: 5936.737793
	Iteration 15Q: 3 clusters Score -2.217545e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 155157 members 
Entering Unmasked Estep 
Score: -22176234.000000 Penalty: 5936.737793
	Iteration 16Q: 3 clusters Score -2.217623e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 155766 members 
Entering Unmasked Estep 
Score: -22176590.000000 Penalty: 5936.737793
	Iteration 17Q: 3 clusters Score -2.217659e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -22176816.000000 Penalty: 5936.737793
	Iteration 18Q: 3 clusters Score -2.217682e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 156377 members 
Entering Unmasked Estep 
Score: -22176940.000000 Penalty: 5936.737793
	Iteration 19Q: 3 clusters Score -2.217694e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 156531 members 
Entering Unmasked Estep 
Score: -22177050.000000 Penalty: 5936.737793
	Iteration 20F: 3 clusters Score -2.217705e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 156621 members 
Entering Unmasked Estep 
Score: -22177150.000000 Penalty: 5936.737793
	Iteration 21Q: 3 clusters Score -2.217715e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 156680 members 
Entering Unmasked Estep 
Score: -22177170.000000 Penalty: 5936.737793
	Iteration 22Q: 3 clusters Score -2.217717e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 156729 members 
Entering Unmasked Estep 
Score: -22177144.000000 Penalty: 5936.737793
	Iteration 23Q: 3 clusters Score -2.217714e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 156762 members 
Entering Unmasked Estep 
Score: -22177206.000000 Penalty: 5936.737793
	Iteration 24Q: 3 clusters Score -2.217721e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 156784 members 
Entering Unmasked Estep 
Score: -22177236.000000 Penalty: 5936.737793
	Iteration 25Q: 3 clusters Score -2.217724e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 156801 members 
Entering Unmasked Estep 
Score: -22177246.000000 Penalty: 5936.737793
	Iteration 26Q: 3 clusters Score -2.217725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 156809 members 
Entering Unmasked Estep 
Score: -22177242.000000 Penalty: 5936.737793
	Iteration 27Q: 3 clusters Score -2.217724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 156821 members 
Entering Unmasked Estep 
Score: -22177276.000000 Penalty: 5936.737793
	Iteration 28Q: 3 clusters Score -2.217728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 156830 members 
Entering Unmasked Estep 
Score: -22177286.000000 Penalty: 5936.737793
	Iteration 29Q: 3 clusters Score -2.217729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -22177294.000000 Penalty: 5936.737793
	Iteration 30Q: 3 clusters Score -2.217729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -22177308.000000 Penalty: 5936.737793
	Iteration 31Q: 3 clusters Score -2.217731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 156840 members 
Entering Unmasked Estep 
Score: -22177300.000000 Penalty: 5936.737793
	Iteration 32Q: 3 clusters Score -2.21773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 156847 members 
Entering Unmasked Estep 
Score: -22177300.000000 Penalty: 5936.737793
	Iteration 33Q: 3 clusters Score -2.21773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 156853 members 
Entering Unmasked Estep 
Score: -22177306.000000 Penalty: 5936.737793
	Iteration 34Q: 3 clusters Score -2.217731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 156857 members 
Entering Unmasked Estep 
Score: -22177306.000000 Penalty: 5936.737793
	Iteration 35Q: 3 clusters Score -2.217731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 156863 members 
Entering Unmasked Estep 
Score: -22177294.000000 Penalty: 5936.737793
	Iteration 36Q: 3 clusters Score -2.217729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 156866 members 
Entering Unmasked Estep 
Score: -22177300.000000 Penalty: 5936.737793
	Iteration 37Q: 3 clusters Score -2.21773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 156869 members 
Entering Unmasked Estep 
Score: -22177298.000000 Penalty: 5936.737793
	Iteration 38Q: 3 clusters Score -2.21773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -22177306.000000 Penalty: 5936.737793
	Iteration 39Q: 3 clusters Score -2.217731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 156879 members 
Entering Unmasked Estep 
Score: -22177320.000000 Penalty: 5936.737793
	Iteration 40F: 3 clusters Score -2.217732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 156885 members 
Entering Unmasked Estep 
Score: -22177334.000000 Penalty: 5936.737793
	Iteration 41Q: 3 clusters Score -2.217733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 156890 members 
Entering Unmasked Estep 
Score: -22177332.000000 Penalty: 5936.737793
	Iteration 42Q: 3 clusters Score -2.217733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 156891 members 
Entering Unmasked Estep 
Score: -22177332.000000 Penalty: 5936.737793
	Iteration 43Q: 3 clusters Score -2.217733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -22177326.000000 Penalty: 5936.737793
	Iteration 44Q: 3 clusters Score -2.217733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -22177322.000000 Penalty: 5936.737793
	Iteration 45Q: 3 clusters Score -2.217732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 156895 members 
Entering Unmasked Estep 
Score: -22177328.000000 Penalty: 5936.737793
	Iteration 46Q: 3 clusters Score -2.217733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -22177332.000000 Penalty: 5936.737793
	Iteration 47Q: 3 clusters Score -2.217733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -22177332.000000 Penalty: 5936.737793
	Iteration 48F: 3 clusters Score -2.217733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -35929.718750 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -35929.72 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 151 members 
Entering Unmasked Estep 
Score: -34642.734375 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -34642.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34749.191406 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -34749.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34783.019531 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -34783.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34803.828125 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -34803.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34811.359375 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -34811.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34819.765625 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -34819.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34827.882812 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -34827.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34827.882812 Penalty: 2825.758301
	Iteration 7F: 3 clusters Score -34827.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -228359.875000 Penalty: 1844.281128
	Iteration 0F: 2 clusters Score -228359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -225961.140625 Penalty: 3688.562256
	Iteration 0F: 3 clusters Score -225961.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -226369.796875 Penalty: 3688.562256
	Iteration 1F: 3 clusters Score -226369.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -226467.593750 Penalty: 3688.562256
	Iteration 2F: 3 clusters Score -226467.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -226517.375000 Penalty: 3688.562256
	Iteration 3Q: 3 clusters Score -226517.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -226554.312500 Penalty: 3688.562256
	Iteration 4Q: 3 clusters Score -226554.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -226581.531250 Penalty: 3688.562256
	Iteration 5Q: 3 clusters Score -226581.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -226598.859375 Penalty: 3688.562256
	Iteration 6Q: 3 clusters Score -226598.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -226609.656250 Penalty: 3688.562256
	Iteration 7Q: 3 clusters Score -226609.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -226622.859375 Penalty: 3688.562256
	Iteration 8Q: 3 clusters Score -226622.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -226636.828125 Penalty: 3688.562256
	Iteration 9Q: 3 clusters Score -226636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -226643.796875 Penalty: 3688.562256
	Iteration 10Q: 3 clusters Score -226643.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -226650.031250 Penalty: 3688.562256
	Iteration 11Q: 3 clusters Score -226650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -226652.078125 Penalty: 3688.562256
	Iteration 12Q: 3 clusters Score -226652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -226653.609375 Penalty: 3688.562256
	Iteration 13Q: 3 clusters Score -226653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -226654.468750 Penalty: 3688.562256
	Iteration 14Q: 3 clusters Score -226654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -226655.125000 Penalty: 3688.562256
	Iteration 15Q: 3 clusters Score -226655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -226655.609375 Penalty: 3688.562256
	Iteration 16Q: 3 clusters Score -226655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -226656.156250 Penalty: 3688.562256
	Iteration 17Q: 3 clusters Score -226656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -226660.234375 Penalty: 3688.562256
	Iteration 18Q: 3 clusters Score -226660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -226664.125000 Penalty: 3688.562256
	Iteration 19Q: 3 clusters Score -226664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -226665.796875 Penalty: 3688.562256
	Iteration 20F: 3 clusters Score -226665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -226667.656250 Penalty: 3688.562256
	Iteration 21Q: 3 clusters Score -226667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -226667.656250 Penalty: 3688.562256
	Iteration 22F: 3 clusters Score -226667.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -52894.515625 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -52894.52 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 220 members 
Entering Unmasked Estep 
Score: -51513.750000 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -51513.75 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51732.785156 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -51732.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51850.343750 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -51850.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51938.875000 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -51938.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51987.437500 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -51987.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52021.933594 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -52021.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52086.542969 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -52086.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -52152.828125 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -52152.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -52217.132812 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -52217.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -52276.703125 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -52276.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -52338.007812 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -52338.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -52412.746094 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -52412.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -52487.636719 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -52487.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -52546.257812 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -52546.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -52618.148438 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -52618.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -52664.460938 Penalty: 3012.230225
	Iteration 15Q: 3 clusters Score -52664.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -52688.535156 Penalty: 3012.230225
	Iteration 16Q: 3 clusters Score -52688.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -52694.062500 Penalty: 3012.230225
	Iteration 17Q: 3 clusters Score -52694.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -52722.515625 Penalty: 3012.230225
	Iteration 18F: 3 clusters Score -52722.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -52835.050781 Penalty: 3012.230225
	Iteration 19Q: 3 clusters Score -52835.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -53000.183594 Penalty: 3012.230225
	Iteration 20F: 3 clusters Score -53000.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -53346.996094 Penalty: 3012.230225
	Iteration 21Q: 3 clusters Score -53347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -53398.363281 Penalty: 3012.230225
	Iteration 22Q: 3 clusters Score -53398.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -53472.101562 Penalty: 3012.230225
	Iteration 23Q: 3 clusters Score -53472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -53500.859375 Penalty: 3012.230225
	Iteration 24Q: 3 clusters Score -53500.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -53534.968750 Penalty: 3012.230225
	Iteration 25Q: 3 clusters Score -53534.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -53534.968750 Penalty: 3012.230225
	Iteration 26F: 3 clusters Score -53534.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 38704 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171216 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94126 members 
Mstep: Class 8 contains 5247 members 
Mstep: Class 9 contains 23717 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121031 members 
Mstep: Class 14 contains 41170 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 157823 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 334 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180388 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Mstep: Class 25 contains 100 members 
Entering Unmasked Estep 
Score: -147016352.000000 Penalty: 86006.992188
Splitting cluster 20 changes total score from -147017728.000000 to -147016352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -36126.699219 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -36126.7 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 153 members 
Entering Unmasked Estep 
Score: -34889.410156 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -34889.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34970.042969 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -34970.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34991.652344 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -34991.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34998.375000 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -34998.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34999.933594 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -34999.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35005.375000 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -35005.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35005.375000 Penalty: 2805.372070
	Iteration 6F: 3 clusters Score -35005.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (180388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180388 members 
Entering Unmasked Estep 
Score: -25631168.000000 Penalty: 3001.510498
	Iteration 0F: 2 clusters Score -2.563117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -25533074.000000 Penalty: 6003.020996
	Iteration 0F: 3 clusters Score -2.553307e+07 nChanged 86572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 86539 members 
Entering Unmasked Estep 
Score: -25582656.000000 Penalty: 6003.020996
	Iteration 1F: 3 clusters Score -2.558266e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -25583754.000000 Penalty: 6003.020996
	Iteration 2Q: 3 clusters Score -2.558375e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99733 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -25585072.000000 Penalty: 6003.020996
	Iteration 3Q: 3 clusters Score -2.558507e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105199 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -25587100.000000 Penalty: 6003.020996
	Iteration 4Q: 3 clusters Score -2.55871e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113010 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -25590362.000000 Penalty: 6003.020996
	Iteration 5F: 3 clusters Score -2.559036e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123288 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -25595798.000000 Penalty: 6003.020996
	Iteration 6F: 3 clusters Score -2.55958e+07 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135059 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -25602918.000000 Penalty: 6003.020996
	Iteration 7F: 3 clusters Score -2.560292e+07 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146291 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -25611758.000000 Penalty: 6003.020996
	Iteration 8F: 3 clusters Score -2.561176e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156165 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -25620430.000000 Penalty: 6003.020996
	Iteration 9F: 3 clusters Score -2.562043e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165152 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -25625690.000000 Penalty: 6003.020996
	Iteration 10F: 3 clusters Score -2.562569e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172167 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -25627956.000000 Penalty: 6003.020996
	Iteration 11Q: 3 clusters Score -2.562796e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176509 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -25628596.000000 Penalty: 6003.020996
	Iteration 12Q: 3 clusters Score -2.56286e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178495 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -25628868.000000 Penalty: 6003.020996
	Iteration 13Q: 3 clusters Score -2.562887e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179261 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -25629106.000000 Penalty: 6003.020996
	Iteration 14Q: 3 clusters Score -2.562911e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179511 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -25629162.000000 Penalty: 6003.020996
	Iteration 15Q: 3 clusters Score -2.562916e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179583 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -25629228.000000 Penalty: 6003.020996
	Iteration 16Q: 3 clusters Score -2.562923e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179624 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -25629250.000000 Penalty: 6003.020996
	Iteration 17Q: 3 clusters Score -2.562925e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179650 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -25629242.000000 Penalty: 6003.020996
	Iteration 18Q: 3 clusters Score -2.562924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179656 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -25629266.000000 Penalty: 6003.020996
	Iteration 19Q: 3 clusters Score -2.562927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179658 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -25629266.000000 Penalty: 6003.020996
	Iteration 20F: 3 clusters Score -2.562927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179657 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -25629258.000000 Penalty: 6003.020996
	Iteration 21Q: 3 clusters Score -2.562926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179654 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -25629280.000000 Penalty: 6003.020996
	Iteration 22Q: 3 clusters Score -2.562928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179655 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -25629276.000000 Penalty: 6003.020996
	Iteration 23Q: 3 clusters Score -2.562928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179661 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -25629276.000000 Penalty: 6003.020996
	Iteration 24Q: 3 clusters Score -2.562928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179661 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -25629280.000000 Penalty: 6003.020996
	Iteration 25Q: 3 clusters Score -2.562928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179663 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -25629290.000000 Penalty: 6003.020996
	Iteration 26Q: 3 clusters Score -2.562929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179661 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -25629288.000000 Penalty: 6003.020996
	Iteration 27Q: 3 clusters Score -2.562929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179660 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -25629286.000000 Penalty: 6003.020996
	Iteration 28Q: 3 clusters Score -2.562929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179662 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -25629306.000000 Penalty: 6003.020996
	Iteration 29Q: 3 clusters Score -2.562931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179664 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -25629302.000000 Penalty: 6003.020996
	Iteration 30Q: 3 clusters Score -2.56293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179664 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -25629302.000000 Penalty: 6003.020996
	Iteration 31F: 3 clusters Score -2.56293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -297859.000000 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -297859 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 1059 members 
Entering Unmasked Estep 
Score: -295084.562500 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -295084.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -295612.812500 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -295612.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -295753.093750 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -295753.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -295830.125000 Penalty: 3803.606201
	Iteration 3Q: 3 clusters Score -295830.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -295886.437500 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -295886.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -295910.343750 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -295910.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -295921.031250 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -295921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -295936.750000 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -295936.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -295948.562500 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -295948.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -295967.312500 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -295967.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -295982.125000 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -295982.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -295994.375000 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -295994.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -296007.656250 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -296007.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -296016.750000 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -296016.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -296023.500000 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -296023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -296029.281250 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -296029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -296032.437500 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -296032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -296034.906250 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -296034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -296037.625000 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -296037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -296039.718750 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -296039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -296040.093750 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -296040.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -68247.414062 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -68247.41 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 275 members 
Entering Unmasked Estep 
Score: -66693.632812 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -66693.63 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66979.359375 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -66979.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67146.601562 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -67146.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67236.414062 Penalty: 3130.620361
	Iteration 3Q: 3 clusters Score -67236.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -67270.070312 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -67270.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67284.328125 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -67284.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67286.335938 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -67286.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67287.234375 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -67287.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67289.179688 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -67289.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67289.179688 Penalty: 3130.620361
	Iteration 9F: 3 clusters Score -67289.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 38704 members 
Mstep: Class 3 contains 79388 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171216 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94126 members 
Mstep: Class 8 contains 5247 members 
Mstep: Class 9 contains 23717 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121031 members 
Mstep: Class 14 contains 41170 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 157823 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180388 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017728.000000 Penalty: 82566.710938
Iteration 199Q: 25 clusters Score -1.470177e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 38700 members 
Mstep: Class 3 contains 79440 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171221 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94124 members 
Mstep: Class 8 contains 5245 members 
Mstep: Class 9 contains 23692 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121019 members 
Mstep: Class 14 contains 41168 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40314 members 
Mstep: Class 17 contains 157833 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180393 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017776.000000 Penalty: 82566.710938
Iteration 200F: 25 clusters Score -1.470178e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 38700 members 
Mstep: Class 3 contains 79470 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171227 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94127 members 
Mstep: Class 8 contains 5242 members 
Mstep: Class 9 contains 23663 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 9673 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121010 members 
Mstep: Class 14 contains 41165 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40313 members 
Mstep: Class 17 contains 157847 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180393 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017616.000000 Penalty: 82566.710938
Iteration 201Q: 25 clusters Score -1.470176e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 38704 members 
Mstep: Class 3 contains 79510 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171219 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94116 members 
Mstep: Class 8 contains 5240 members 
Mstep: Class 9 contains 23627 members 
Mstep: Class 10 contains 6961 members 
Mstep: Class 11 contains 9670 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121021 members 
Mstep: Class 14 contains 41164 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40312 members 
Mstep: Class 17 contains 157859 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180410 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017712.000000 Penalty: 82566.710938
Iteration 202Q: 25 clusters Score -1.470177e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 38702 members 
Mstep: Class 3 contains 79552 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171219 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94112 members 
Mstep: Class 8 contains 5239 members 
Mstep: Class 9 contains 23601 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121018 members 
Mstep: Class 14 contains 41165 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40312 members 
Mstep: Class 17 contains 157864 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180416 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017808.000000 Penalty: 82566.710938
Iteration 203Q: 25 clusters Score -1.470178e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 38700 members 
Mstep: Class 3 contains 79581 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171215 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94108 members 
Mstep: Class 8 contains 5238 members 
Mstep: Class 9 contains 23578 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121016 members 
Mstep: Class 14 contains 41164 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40312 members 
Mstep: Class 17 contains 157873 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180432 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017856.000000 Penalty: 82566.710938
Iteration 204Q: 25 clusters Score -1.470179e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 38699 members 
Mstep: Class 3 contains 79606 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171217 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94110 members 
Mstep: Class 8 contains 5238 members 
Mstep: Class 9 contains 23552 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 9665 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121019 members 
Mstep: Class 14 contains 41163 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40312 members 
Mstep: Class 17 contains 157879 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180440 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017888.000000 Penalty: 82566.710938
Iteration 205Q: 25 clusters Score -1.470179e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 38698 members 
Mstep: Class 3 contains 79624 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171214 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94105 members 
Mstep: Class 8 contains 5239 members 
Mstep: Class 9 contains 23521 members 
Mstep: Class 10 contains 6880 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121019 members 
Mstep: Class 14 contains 41165 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40312 members 
Mstep: Class 17 contains 157885 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180460 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017792.000000 Penalty: 82566.710938
Iteration 206Q: 25 clusters Score -1.470178e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 38700 members 
Mstep: Class 3 contains 79646 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171214 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94106 members 
Mstep: Class 8 contains 5240 members 
Mstep: Class 9 contains 23477 members 
Mstep: Class 10 contains 6862 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121019 members 
Mstep: Class 14 contains 41167 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40312 members 
Mstep: Class 17 contains 157892 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180489 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017680.000000 Penalty: 82566.710938
Iteration 207Q: 25 clusters Score -1.470177e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 38701 members 
Mstep: Class 3 contains 79673 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171203 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94107 members 
Mstep: Class 8 contains 5240 members 
Mstep: Class 9 contains 23445 members 
Mstep: Class 10 contains 6842 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121019 members 
Mstep: Class 14 contains 41166 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40313 members 
Mstep: Class 17 contains 157903 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180503 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017600.000000 Penalty: 82566.710938
Iteration 208Q: 25 clusters Score -1.470176e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78655 members 
Mstep: Class 2 contains 38703 members 
Mstep: Class 3 contains 79693 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171198 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94106 members 
Mstep: Class 8 contains 5237 members 
Mstep: Class 9 contains 23419 members 
Mstep: Class 10 contains 6825 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121023 members 
Mstep: Class 14 contains 41165 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40313 members 
Mstep: Class 17 contains 157910 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180514 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017648.000000 Penalty: 82566.710938
Iteration 209Q: 25 clusters Score -1.470176e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78659 members 
Mstep: Class 2 contains 38702 members 
Mstep: Class 3 contains 79715 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171197 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94105 members 
Mstep: Class 8 contains 5237 members 
Mstep: Class 9 contains 23393 members 
Mstep: Class 10 contains 6807 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121025 members 
Mstep: Class 14 contains 41164 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40312 members 
Mstep: Class 17 contains 157922 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180523 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017504.000000 Penalty: 82566.710938
Iteration 210Q: 25 clusters Score -1.470175e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78655 members 
Mstep: Class 2 contains 38703 members 
Mstep: Class 3 contains 79752 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171198 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94107 members 
Mstep: Class 8 contains 5237 members 
Mstep: Class 9 contains 23365 members 
Mstep: Class 10 contains 6785 members 
Mstep: Class 11 contains 9663 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121024 members 
Mstep: Class 14 contains 41166 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 157922 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180533 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017488.000000 Penalty: 82566.710938
Iteration 211Q: 25 clusters Score -1.470175e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 38704 members 
Mstep: Class 3 contains 79794 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 171204 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94107 members 
Mstep: Class 8 contains 5236 members 
Mstep: Class 9 contains 23342 members 
Mstep: Class 10 contains 6761 members 
Mstep: Class 11 contains 9662 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121015 members 
Mstep: Class 14 contains 41164 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 157921 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180543 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017536.000000 Penalty: 82566.710938
Iteration 212Q: 25 clusters Score -1.470175e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78658 members 
Mstep: Class 2 contains 38703 members 
Mstep: Class 3 contains 79850 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 171207 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94106 members 
Mstep: Class 8 contains 5235 members 
Mstep: Class 9 contains 23319 members 
Mstep: Class 10 contains 6738 members 
Mstep: Class 11 contains 9662 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 41164 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 157919 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180543 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017600.000000 Penalty: 82566.710938
Iteration 213Q: 25 clusters Score -1.470176e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 38704 members 
Mstep: Class 3 contains 79889 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171198 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94103 members 
Mstep: Class 8 contains 5232 members 
Mstep: Class 9 contains 23292 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 9662 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 121006 members 
Mstep: Class 14 contains 41162 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 157923 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180548 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017600.000000 Penalty: 82566.710938
Iteration 214Q: 25 clusters Score -1.470176e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 38704 members 
Mstep: Class 3 contains 79930 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171201 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94102 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 23266 members 
Mstep: Class 10 contains 6702 members 
Mstep: Class 11 contains 9662 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120999 members 
Mstep: Class 14 contains 41164 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 157917 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180550 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017568.000000 Penalty: 82566.710938
Iteration 215Q: 25 clusters Score -1.470176e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 38704 members 
Mstep: Class 3 contains 79967 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171196 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94106 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 23238 members 
Mstep: Class 10 contains 6683 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120997 members 
Mstep: Class 14 contains 41160 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 157916 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180557 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017632.000000 Penalty: 82566.710938
Iteration 216Q: 25 clusters Score -1.470176e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 38697 members 
Mstep: Class 3 contains 80002 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171196 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94114 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 6661 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120986 members 
Mstep: Class 14 contains 41161 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 157919 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180566 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017616.000000 Penalty: 82566.710938
Iteration 217Q: 25 clusters Score -1.470176e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 38695 members 
Mstep: Class 3 contains 80044 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171182 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94117 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 6637 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120981 members 
Mstep: Class 14 contains 41159 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 157923 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180570 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017696.000000 Penalty: 82566.710938
Iteration 218Q: 25 clusters Score -1.470177e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 38690 members 
Mstep: Class 3 contains 80081 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171174 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94117 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 23164 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120975 members 
Mstep: Class 14 contains 41158 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 157927 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180575 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017728.000000 Penalty: 82566.710938
Iteration 219Q: 25 clusters Score -1.470177e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78762 members 
Mstep: Class 2 contains 38686 members 
Mstep: Class 3 contains 80105 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171162 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94127 members 
Mstep: Class 8 contains 5216 members 
Mstep: Class 9 contains 23135 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120974 members 
Mstep: Class 14 contains 41158 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157933 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180574 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017776.000000 Penalty: 82566.710938
Iteration 220F: 25 clusters Score -1.470178e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 38683 members 
Mstep: Class 3 contains 80124 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171160 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94131 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 23111 members 
Mstep: Class 10 contains 6596 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120966 members 
Mstep: Class 14 contains 41157 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 157934 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180582 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017776.000000 Penalty: 82566.710938
Iteration 221Q: 25 clusters Score -1.470178e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 38682 members 
Mstep: Class 3 contains 80139 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171156 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94133 members 
Mstep: Class 8 contains 5209 members 
Mstep: Class 9 contains 23089 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120961 members 
Mstep: Class 14 contains 41157 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 157939 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180594 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017872.000000 Penalty: 82566.710938
Iteration 222Q: 25 clusters Score -1.470179e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 38680 members 
Mstep: Class 3 contains 80155 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171158 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94147 members 
Mstep: Class 8 contains 5203 members 
Mstep: Class 9 contains 23064 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120959 members 
Mstep: Class 14 contains 41155 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157938 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180606 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 223Q: 25 clusters Score -1.470179e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 38677 members 
Mstep: Class 3 contains 80165 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171161 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94153 members 
Mstep: Class 8 contains 5202 members 
Mstep: Class 9 contains 23036 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120961 members 
Mstep: Class 14 contains 41156 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 157943 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180622 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017936.000000 Penalty: 82566.710938
Iteration 224Q: 25 clusters Score -1.470179e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 38675 members 
Mstep: Class 3 contains 80177 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171161 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94157 members 
Mstep: Class 8 contains 5202 members 
Mstep: Class 9 contains 23009 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120957 members 
Mstep: Class 14 contains 41157 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 157948 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180639 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017888.000000 Penalty: 82566.710938
Iteration 225Q: 25 clusters Score -1.470179e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 38674 members 
Mstep: Class 3 contains 80194 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171157 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94162 members 
Mstep: Class 8 contains 5200 members 
Mstep: Class 9 contains 22979 members 
Mstep: Class 10 contains 6532 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120952 members 
Mstep: Class 14 contains 41156 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 157954 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180664 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018032.000000 Penalty: 82566.710938
Iteration 226Q: 25 clusters Score -1.47018e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 38668 members 
Mstep: Class 3 contains 80215 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171153 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94168 members 
Mstep: Class 8 contains 5199 members 
Mstep: Class 9 contains 22956 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120945 members 
Mstep: Class 14 contains 41155 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 157960 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180679 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018016.000000 Penalty: 82566.710938
Iteration 227Q: 25 clusters Score -1.47018e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 38663 members 
Mstep: Class 3 contains 80234 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171148 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94181 members 
Mstep: Class 8 contains 5197 members 
Mstep: Class 9 contains 22930 members 
Mstep: Class 10 contains 6509 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120945 members 
Mstep: Class 14 contains 41154 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 157963 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180687 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018032.000000 Penalty: 82566.710938
Iteration 228Q: 25 clusters Score -1.47018e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 38655 members 
Mstep: Class 3 contains 80244 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171151 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94185 members 
Mstep: Class 8 contains 5196 members 
Mstep: Class 9 contains 22918 members 
Mstep: Class 10 contains 6501 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120943 members 
Mstep: Class 14 contains 41155 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 157963 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180690 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018064.000000 Penalty: 82566.710938
Iteration 229Q: 25 clusters Score -1.470181e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 38653 members 
Mstep: Class 3 contains 80262 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171148 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94188 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 22909 members 
Mstep: Class 10 contains 6489 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120946 members 
Mstep: Class 14 contains 41153 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157968 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180684 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018016.000000 Penalty: 82566.710938
Iteration 230Q: 25 clusters Score -1.47018e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 38650 members 
Mstep: Class 3 contains 80273 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171151 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94186 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22901 members 
Mstep: Class 10 contains 6479 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120945 members 
Mstep: Class 14 contains 41151 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157976 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180684 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017968.000000 Penalty: 82566.710938
Iteration 231Q: 25 clusters Score -1.47018e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 38649 members 
Mstep: Class 3 contains 80282 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171146 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94183 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22895 members 
Mstep: Class 10 contains 6470 members 
Mstep: Class 11 contains 9670 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120945 members 
Mstep: Class 14 contains 41150 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157985 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180686 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017936.000000 Penalty: 82566.710938
Iteration 232Q: 25 clusters Score -1.470179e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 38647 members 
Mstep: Class 3 contains 80298 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171147 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94185 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22888 members 
Mstep: Class 10 contains 6458 members 
Mstep: Class 11 contains 9670 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120941 members 
Mstep: Class 14 contains 41149 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157993 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180687 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017744.000000 Penalty: 82566.710938
Iteration 233Q: 25 clusters Score -1.470177e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 38648 members 
Mstep: Class 3 contains 80312 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171146 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94182 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22882 members 
Mstep: Class 10 contains 6447 members 
Mstep: Class 11 contains 9671 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120940 members 
Mstep: Class 14 contains 41149 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157993 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180691 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017840.000000 Penalty: 82566.710938
Iteration 234Q: 25 clusters Score -1.470178e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 38647 members 
Mstep: Class 3 contains 80330 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171147 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94188 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22878 members 
Mstep: Class 10 contains 6433 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120938 members 
Mstep: Class 14 contains 41149 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157990 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180688 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017904.000000 Penalty: 82566.710938
Iteration 235Q: 25 clusters Score -1.470179e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 38643 members 
Mstep: Class 3 contains 80350 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171145 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94185 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22875 members 
Mstep: Class 10 contains 6417 members 
Mstep: Class 11 contains 9673 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120939 members 
Mstep: Class 14 contains 41150 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157989 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180687 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017984.000000 Penalty: 82566.710938
Iteration 236Q: 25 clusters Score -1.47018e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 38643 members 
Mstep: Class 3 contains 80357 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171146 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94184 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22871 members 
Mstep: Class 10 contains 6409 members 
Mstep: Class 11 contains 9670 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120939 members 
Mstep: Class 14 contains 41150 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157992 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180686 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018016.000000 Penalty: 82566.710938
Iteration 237Q: 25 clusters Score -1.47018e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 38642 members 
Mstep: Class 3 contains 80364 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171146 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94183 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22860 members 
Mstep: Class 10 contains 6407 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120941 members 
Mstep: Class 14 contains 41150 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157993 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180687 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017936.000000 Penalty: 82566.710938
Iteration 238Q: 25 clusters Score -1.470179e+08 nChanged 41
Entering ConstructFrom: 
Score: -147017936.000000 Penalty: 82566.710938
Entering ConstructFrom: 
Trying to split cluster 1 (78875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Entering Unmasked Estep 
Score: -11235566.000000 Penalty: 2796.353516
	Iteration 0F: 2 clusters Score -1.123557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -11182651.000000 Penalty: 5592.707031
	Iteration 0F: 3 clusters Score -1.118265e+07 nChanged 37021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -11203691.000000 Penalty: 5592.707031
	Iteration 1F: 3 clusters Score -1.120369e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -11204547.000000 Penalty: 5592.707031
	Iteration 2Q: 3 clusters Score -1.120455e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -11205549.000000 Penalty: 5592.707031
	Iteration 3Q: 3 clusters Score -1.120555e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -11206894.000000 Penalty: 5592.707031
	Iteration 4Q: 3 clusters Score -1.120689e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -11209102.000000 Penalty: 5592.707031
	Iteration 5F: 3 clusters Score -1.12091e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -11212746.000000 Penalty: 5592.707031
	Iteration 6F: 3 clusters Score -1.121275e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -11217708.000000 Penalty: 5592.707031
	Iteration 7F: 3 clusters Score -1.121771e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -11223088.000000 Penalty: 5592.707031
	Iteration 8F: 3 clusters Score -1.122309e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 66150 members 
Entering Unmasked Estep 
Score: -11227274.000000 Penalty: 5592.707031
	Iteration 9F: 3 clusters Score -1.122727e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -11229423.000000 Penalty: 5592.707031
	Iteration 10Q: 3 clusters Score -1.122942e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -11230371.000000 Penalty: 5592.707031
	Iteration 11Q: 3 clusters Score -1.123037e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -11230879.000000 Penalty: 5592.707031
	Iteration 12Q: 3 clusters Score -1.123088e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -11231247.000000 Penalty: 5592.707031
	Iteration 13Q: 3 clusters Score -1.123125e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -11231568.000000 Penalty: 5592.707031
	Iteration 14Q: 3 clusters Score -1.123157e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -11231771.000000 Penalty: 5592.707031
	Iteration 15Q: 3 clusters Score -1.123177e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -11231980.000000 Penalty: 5592.707031
	Iteration 16Q: 3 clusters Score -1.123198e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -11232113.000000 Penalty: 5592.707031
	Iteration 17Q: 3 clusters Score -1.123211e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 74155 members 
Entering Unmasked Estep 
Score: -11232247.000000 Penalty: 5592.707031
	Iteration 18Q: 3 clusters Score -1.123225e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -11232430.000000 Penalty: 5592.707031
	Iteration 19Q: 3 clusters Score -1.123243e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
Score: -11232576.000000 Penalty: 5592.707031
	Iteration 20F: 3 clusters Score -1.123258e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -11232700.000000 Penalty: 5592.707031
	Iteration 21Q: 3 clusters Score -1.12327e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -11232791.000000 Penalty: 5592.707031
	Iteration 22Q: 3 clusters Score -1.123279e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -11232826.000000 Penalty: 5592.707031
	Iteration 23Q: 3 clusters Score -1.123283e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -11232856.000000 Penalty: 5592.707031
	Iteration 24Q: 3 clusters Score -1.123286e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -11232908.000000 Penalty: 5592.707031
	Iteration 25Q: 3 clusters Score -1.123291e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -11232964.000000 Penalty: 5592.707031
	Iteration 26Q: 3 clusters Score -1.123296e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -11233002.000000 Penalty: 5592.707031
	Iteration 27Q: 3 clusters Score -1.1233e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -11233035.000000 Penalty: 5592.707031
	Iteration 28Q: 3 clusters Score -1.123304e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -11233066.000000 Penalty: 5592.707031
	Iteration 29Q: 3 clusters Score -1.123307e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 76755 members 
Entering Unmasked Estep 
Score: -11233082.000000 Penalty: 5592.707031
	Iteration 30Q: 3 clusters Score -1.123308e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 76824 members 
Entering Unmasked Estep 
Score: -11233128.000000 Penalty: 5592.707031
	Iteration 31Q: 3 clusters Score -1.123313e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -11233157.000000 Penalty: 5592.707031
	Iteration 32Q: 3 clusters Score -1.123316e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -11233178.000000 Penalty: 5592.707031
	Iteration 33Q: 3 clusters Score -1.123318e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 77019 members 
Entering Unmasked Estep 
Score: -11233210.000000 Penalty: 5592.707031
	Iteration 34Q: 3 clusters Score -1.123321e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -11233226.000000 Penalty: 5592.707031
	Iteration 35Q: 3 clusters Score -1.123323e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -11233246.000000 Penalty: 5592.707031
	Iteration 36Q: 3 clusters Score -1.123325e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -11233259.000000 Penalty: 5592.707031
	Iteration 37Q: 3 clusters Score -1.123326e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -11233258.000000 Penalty: 5592.707031
	Iteration 38Q: 3 clusters Score -1.123326e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -11233308.000000 Penalty: 5592.707031
	Iteration 39Q: 3 clusters Score -1.123331e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -11233324.000000 Penalty: 5592.707031
	Iteration 40F: 3 clusters Score -1.123332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -11233340.000000 Penalty: 5592.707031
	Iteration 41Q: 3 clusters Score -1.123334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -11233346.000000 Penalty: 5592.707031
	Iteration 42Q: 3 clusters Score -1.123335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -11233361.000000 Penalty: 5592.707031
	Iteration 43Q: 3 clusters Score -1.123336e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -11233368.000000 Penalty: 5592.707031
	Iteration 44Q: 3 clusters Score -1.123337e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -11233371.000000 Penalty: 5592.707031
	Iteration 45Q: 3 clusters Score -1.123337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -11233380.000000 Penalty: 5592.707031
	Iteration 46Q: 3 clusters Score -1.123338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 77515 members 
Entering Unmasked Estep 
Score: -11233399.000000 Penalty: 5592.707031
	Iteration 47Q: 3 clusters Score -1.12334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -11233397.000000 Penalty: 5592.707031
	Iteration 48Q: 3 clusters Score -1.12334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -11233401.000000 Penalty: 5592.707031
	Iteration 49Q: 3 clusters Score -1.12334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -11233401.000000 Penalty: 5592.707031
	Iteration 50Q: 3 clusters Score -1.12334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -11233407.000000 Penalty: 5592.707031
	Iteration 51Q: 3 clusters Score -1.123341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -11233400.000000 Penalty: 5592.707031
	Iteration 52Q: 3 clusters Score -1.12334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -11233394.000000 Penalty: 5592.707031
	Iteration 53Q: 3 clusters Score -1.123339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -11233400.000000 Penalty: 5592.707031
	Iteration 54Q: 3 clusters Score -1.12334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -11233413.000000 Penalty: 5592.707031
	Iteration 55Q: 3 clusters Score -1.123341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -11233407.000000 Penalty: 5592.707031
	Iteration 56Q: 3 clusters Score -1.123341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -11233420.000000 Penalty: 5592.707031
	Iteration 57Q: 3 clusters Score -1.123342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -11233429.000000 Penalty: 5592.707031
	Iteration 58Q: 3 clusters Score -1.123343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -11233433.000000 Penalty: 5592.707031
	Iteration 59Q: 3 clusters Score -1.123343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 77589 members 
Entering Unmasked Estep 
Score: -11233433.000000 Penalty: 5592.707031
	Iteration 60F: 3 clusters Score -1.123343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -11233434.000000 Penalty: 5592.707031
	Iteration 61Q: 3 clusters Score -1.123343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -11233436.000000 Penalty: 5592.707031
	Iteration 62Q: 3 clusters Score -1.123344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 77592 members 
Entering Unmasked Estep 
Score: -11233438.000000 Penalty: 5592.707031
	Iteration 63Q: 3 clusters Score -1.123344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -11233438.000000 Penalty: 5592.707031
	Iteration 64Q: 3 clusters Score -1.123344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -11233435.000000 Penalty: 5592.707031
	Iteration 65Q: 3 clusters Score -1.123344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -11233435.000000 Penalty: 5592.707031
	Iteration 66F: 3 clusters Score -1.123344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Entering Unmasked Estep 
Score: -5520356.000000 Penalty: 2619.399414
	Iteration 0F: 2 clusters Score -5520356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -5494085.000000 Penalty: 5238.798828
	Iteration 0F: 3 clusters Score -5494085 nChanged 17710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -5503746.500000 Penalty: 5238.798828
	Iteration 1F: 3 clusters Score -5503746 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5504391.000000 Penalty: 5238.798828
	Iteration 2Q: 3 clusters Score -5504391 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -5505222.500000 Penalty: 5238.798828
	Iteration 3Q: 3 clusters Score -5505222 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -5506378.500000 Penalty: 5238.798828
	Iteration 4F: 3 clusters Score -5506378 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -5508180.500000 Penalty: 5238.798828
	Iteration 5F: 3 clusters Score -5508180 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -5510745.000000 Penalty: 5238.798828
	Iteration 6F: 3 clusters Score -5510745 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -5513437.000000 Penalty: 5238.798828
	Iteration 7F: 3 clusters Score -5513437 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -5515398.500000 Penalty: 5238.798828
	Iteration 8F: 3 clusters Score -5515398 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -5516610.000000 Penalty: 5238.798828
	Iteration 9Q: 3 clusters Score -5516610 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -5517260.500000 Penalty: 5238.798828
	Iteration 10Q: 3 clusters Score -5517260 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -5517621.500000 Penalty: 5238.798828
	Iteration 11Q: 3 clusters Score -5517622 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -5517806.500000 Penalty: 5238.798828
	Iteration 12Q: 3 clusters Score -5517806 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -5517912.500000 Penalty: 5238.798828
	Iteration 13Q: 3 clusters Score -5517912 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -5517966.000000 Penalty: 5238.798828
	Iteration 14Q: 3 clusters Score -5517966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -5518008.000000 Penalty: 5238.798828
	Iteration 15Q: 3 clusters Score -5518008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -5518029.000000 Penalty: 5238.798828
	Iteration 16Q: 3 clusters Score -5518029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -5518048.500000 Penalty: 5238.798828
	Iteration 17Q: 3 clusters Score -5518048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -5518074.000000 Penalty: 5238.798828
	Iteration 18Q: 3 clusters Score -5518074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -5518093.500000 Penalty: 5238.798828
	Iteration 19Q: 3 clusters Score -5518094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -5518102.500000 Penalty: 5238.798828
	Iteration 20F: 3 clusters Score -5518102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -5518110.000000 Penalty: 5238.798828
	Iteration 21Q: 3 clusters Score -5518110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -5518121.500000 Penalty: 5238.798828
	Iteration 22Q: 3 clusters Score -5518122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -5518146.500000 Penalty: 5238.798828
	Iteration 23Q: 3 clusters Score -5518146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5518153.000000 Penalty: 5238.798828
	Iteration 24Q: 3 clusters Score -5518153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -5518145.500000 Penalty: 5238.798828
	Iteration 25Q: 3 clusters Score -5518146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -5518143.000000 Penalty: 5238.798828
	Iteration 26Q: 3 clusters Score -5518143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5518147.500000 Penalty: 5238.798828
	Iteration 27Q: 3 clusters Score -5518148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5518146.000000 Penalty: 5238.798828
	Iteration 28Q: 3 clusters Score -5518146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -5518147.000000 Penalty: 5238.798828
	Iteration 29Q: 3 clusters Score -5518147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -5518147.000000 Penalty: 5238.798828
	Iteration 30Q: 3 clusters Score -5518147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -5518146.500000 Penalty: 5238.798828
	Iteration 31Q: 3 clusters Score -5518146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -5518146.500000 Penalty: 5238.798828
	Iteration 32F: 3 clusters Score -5518146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (80374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Entering Unmasked Estep 
Score: -11424830.000000 Penalty: 2801.022705
	Iteration 0F: 2 clusters Score -1.142483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -11370784.000000 Penalty: 5602.045410
	Iteration 0F: 3 clusters Score -1.137078e+07 nChanged 37913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -11392239.000000 Penalty: 5602.045410
	Iteration 1F: 3 clusters Score -1.139224e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -11393017.000000 Penalty: 5602.045410
	Iteration 2Q: 3 clusters Score -1.139302e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -11393789.000000 Penalty: 5602.045410
	Iteration 3Q: 3 clusters Score -1.139379e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -11394952.000000 Penalty: 5602.045410
	Iteration 4Q: 3 clusters Score -1.139495e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -11396503.000000 Penalty: 5602.045410
	Iteration 5Q: 3 clusters Score -1.13965e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -11398708.000000 Penalty: 5602.045410
	Iteration 6Q: 3 clusters Score -1.139871e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -11401618.000000 Penalty: 5602.045410
	Iteration 7F: 3 clusters Score -1.140162e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -11405382.000000 Penalty: 5602.045410
	Iteration 8F: 3 clusters Score -1.140538e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -11409548.000000 Penalty: 5602.045410
	Iteration 9F: 3 clusters Score -1.140955e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -11413377.000000 Penalty: 5602.045410
	Iteration 10F: 3 clusters Score -1.141338e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -11416250.000000 Penalty: 5602.045410
	Iteration 11Q: 3 clusters Score -1.141625e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -11418141.000000 Penalty: 5602.045410
	Iteration 12Q: 3 clusters Score -1.141814e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -11419281.000000 Penalty: 5602.045410
	Iteration 13Q: 3 clusters Score -1.141928e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -11420134.000000 Penalty: 5602.045410
	Iteration 14Q: 3 clusters Score -1.142013e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 76526 members 
Entering Unmasked Estep 
Score: -11420792.000000 Penalty: 5602.045410
	Iteration 15Q: 3 clusters Score -1.142079e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -11421262.000000 Penalty: 5602.045410
	Iteration 16Q: 3 clusters Score -1.142126e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -11421542.000000 Penalty: 5602.045410
	Iteration 17Q: 3 clusters Score -1.142154e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -11421818.000000 Penalty: 5602.045410
	Iteration 18Q: 3 clusters Score -1.142182e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -11422011.000000 Penalty: 5602.045410
	Iteration 19Q: 3 clusters Score -1.142201e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -11422160.000000 Penalty: 5602.045410
	Iteration 20F: 3 clusters Score -1.142216e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -11422274.000000 Penalty: 5602.045410
	Iteration 21Q: 3 clusters Score -1.142227e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -11422317.000000 Penalty: 5602.045410
	Iteration 22Q: 3 clusters Score -1.142232e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -11422377.000000 Penalty: 5602.045410
	Iteration 23Q: 3 clusters Score -1.142238e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -11422394.000000 Penalty: 5602.045410
	Iteration 24Q: 3 clusters Score -1.142239e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -11422437.000000 Penalty: 5602.045410
	Iteration 25Q: 3 clusters Score -1.142244e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -11422463.000000 Penalty: 5602.045410
	Iteration 26Q: 3 clusters Score -1.142246e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -11422461.000000 Penalty: 5602.045410
	Iteration 27Q: 3 clusters Score -1.142246e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -11422487.000000 Penalty: 5602.045410
	Iteration 28Q: 3 clusters Score -1.142249e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -11422489.000000 Penalty: 5602.045410
	Iteration 29Q: 3 clusters Score -1.142249e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -11422499.000000 Penalty: 5602.045410
	Iteration 30Q: 3 clusters Score -1.14225e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
Score: -11422506.000000 Penalty: 5602.045410
	Iteration 31Q: 3 clusters Score -1.142251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -11422530.000000 Penalty: 5602.045410
	Iteration 32Q: 3 clusters Score -1.142253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -11422523.000000 Penalty: 5602.045410
	Iteration 33Q: 3 clusters Score -1.142252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -11422528.000000 Penalty: 5602.045410
	Iteration 34Q: 3 clusters Score -1.142253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -11422537.000000 Penalty: 5602.045410
	Iteration 35Q: 3 clusters Score -1.142254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -11422535.000000 Penalty: 5602.045410
	Iteration 36Q: 3 clusters Score -1.142254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -11422538.000000 Penalty: 5602.045410
	Iteration 37Q: 3 clusters Score -1.142254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -11422553.000000 Penalty: 5602.045410
	Iteration 38Q: 3 clusters Score -1.142255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -11422558.000000 Penalty: 5602.045410
	Iteration 39Q: 3 clusters Score -1.142256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 79443 members 
Entering Unmasked Estep 
Score: -11422560.000000 Penalty: 5602.045410
	Iteration 40F: 3 clusters Score -1.142256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -11422554.000000 Penalty: 5602.045410
	Iteration 41Q: 3 clusters Score -1.142255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -11422555.000000 Penalty: 5602.045410
	Iteration 42Q: 3 clusters Score -1.142256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -11422547.000000 Penalty: 5602.045410
	Iteration 43Q: 3 clusters Score -1.142255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -11422546.000000 Penalty: 5602.045410
	Iteration 44Q: 3 clusters Score -1.142255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -11422553.000000 Penalty: 5602.045410
	Iteration 45Q: 3 clusters Score -1.142255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -11422554.000000 Penalty: 5602.045410
	Iteration 46Q: 3 clusters Score -1.142255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -11422555.000000 Penalty: 5602.045410
	Iteration 47Q: 3 clusters Score -1.142256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -11422557.000000 Penalty: 5602.045410
	Iteration 48Q: 3 clusters Score -1.142256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -11422558.000000 Penalty: 5602.045410
	Iteration 49Q: 3 clusters Score -1.142256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -11422571.000000 Penalty: 5602.045410
	Iteration 50Q: 3 clusters Score -1.142257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -11422572.000000 Penalty: 5602.045410
	Iteration 51Q: 3 clusters Score -1.142257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -11422570.000000 Penalty: 5602.045410
	Iteration 52Q: 3 clusters Score -1.142257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -11422568.000000 Penalty: 5602.045410
	Iteration 53Q: 3 clusters Score -1.142257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -11422560.000000 Penalty: 5602.045410
	Iteration 54Q: 3 clusters Score -1.142256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -11422565.000000 Penalty: 5602.045410
	Iteration 55Q: 3 clusters Score -1.142256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
Score: -11422567.000000 Penalty: 5602.045410
	Iteration 56Q: 3 clusters Score -1.142257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
Score: -11422567.000000 Penalty: 5602.045410
	Iteration 57F: 3 clusters Score -1.142257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -134566.468750 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -134566.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -132666.921875 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -132666.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -132926.078125 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -132926.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -132994.875000 Penalty: 3404.964355
	Iteration 2Q: 3 clusters Score -132994.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -133023.562500 Penalty: 3404.964355
	Iteration 3Q: 3 clusters Score -133023.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133036.421875 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -133036.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -133038.484375 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -133038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -133041.718750 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -133041.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -133042.500000 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -133042.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -133042.500000 Penalty: 3404.964355
	Iteration 8F: 3 clusters Score -133042.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171146 members 
Entering Unmasked Estep 
Score: -23995556.000000 Penalty: 2988.467529
	Iteration 0F: 2 clusters Score -2.399556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 86137 members 
Entering Unmasked Estep 
Score: -23889632.000000 Penalty: 5976.935059
	Iteration 0F: 3 clusters Score -2.388963e+07 nChanged 82127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 94548 members 
Entering Unmasked Estep 
Score: -23937902.000000 Penalty: 5976.935059
	Iteration 1F: 3 clusters Score -2.39379e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71567 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -23939776.000000 Penalty: 5976.935059
	Iteration 2Q: 3 clusters Score -2.393978e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 107231 members 
Entering Unmasked Estep 
Score: -23943426.000000 Penalty: 5976.935059
	Iteration 3Q: 3 clusters Score -2.394343e+07 nChanged 11389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 118428 members 
Entering Unmasked Estep 
Score: -23950624.000000 Penalty: 5976.935059
	Iteration 4F: 3 clusters Score -2.395062e+07 nChanged 15024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 133400 members 
Entering Unmasked Estep 
Score: -23963100.000000 Penalty: 5976.935059
	Iteration 5F: 3 clusters Score -2.39631e+07 nChanged 16444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 149828 members 
Entering Unmasked Estep 
Score: -23978762.000000 Penalty: 5976.935059
	Iteration 6F: 3 clusters Score -2.397876e+07 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 162503 members 
Entering Unmasked Estep 
Score: -23988136.000000 Penalty: 5976.935059
	Iteration 7F: 3 clusters Score -2.398814e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 168530 members 
Entering Unmasked Estep 
Score: -23991608.000000 Penalty: 5976.935059
	Iteration 8Q: 3 clusters Score -2.399161e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 170375 members 
Entering Unmasked Estep 
Score: -23992612.000000 Penalty: 5976.935059
	Iteration 9Q: 3 clusters Score -2.399261e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -23992866.000000 Penalty: 5976.935059
	Iteration 10Q: 3 clusters Score -2.399287e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 170830 members 
Entering Unmasked Estep 
Score: -23992952.000000 Penalty: 5976.935059
	Iteration 11Q: 3 clusters Score -2.399295e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 170857 members 
Entering Unmasked Estep 
Score: -23992944.000000 Penalty: 5976.935059
	Iteration 12Q: 3 clusters Score -2.399294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -23992964.000000 Penalty: 5976.935059
	Iteration 13Q: 3 clusters Score -2.399296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 170884 members 
Entering Unmasked Estep 
Score: -23992982.000000 Penalty: 5976.935059
	Iteration 14Q: 3 clusters Score -2.399298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 170888 members 
Entering Unmasked Estep 
Score: -23992978.000000 Penalty: 5976.935059
	Iteration 15Q: 3 clusters Score -2.399298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 170893 members 
Entering Unmasked Estep 
Score: -23992986.000000 Penalty: 5976.935059
	Iteration 16Q: 3 clusters Score -2.399299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 170897 members 
Entering Unmasked Estep 
Score: -23993004.000000 Penalty: 5976.935059
	Iteration 17Q: 3 clusters Score -2.3993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 170898 members 
Entering Unmasked Estep 
Score: -23992992.000000 Penalty: 5976.935059
	Iteration 18Q: 3 clusters Score -2.399299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 170896 members 
Entering Unmasked Estep 
Score: -23993004.000000 Penalty: 5976.935059
	Iteration 19Q: 3 clusters Score -2.3993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 170902 members 
Entering Unmasked Estep 
Score: -23993000.000000 Penalty: 5976.935059
	Iteration 20F: 3 clusters Score -2.3993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 170903 members 
Entering Unmasked Estep 
Score: -23993006.000000 Penalty: 5976.935059
	Iteration 21Q: 3 clusters Score -2.399301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 170904 members 
Entering Unmasked Estep 
Score: -23992998.000000 Penalty: 5976.935059
	Iteration 22Q: 3 clusters Score -2.3993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 170905 members 
Entering Unmasked Estep 
Score: -23992998.000000 Penalty: 5976.935059
	Iteration 23Q: 3 clusters Score -2.3993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 170904 members 
Entering Unmasked Estep 
Score: -23993010.000000 Penalty: 5976.935059
	Iteration 24Q: 3 clusters Score -2.399301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 170904 members 
Entering Unmasked Estep 
Score: -23993002.000000 Penalty: 5976.935059
	Iteration 25Q: 3 clusters Score -2.3993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 170904 members 
Entering Unmasked Estep 
Score: -23993002.000000 Penalty: 5976.935059
	Iteration 26F: 3 clusters Score -2.3993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -53004.773438 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -53004.77 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 212 members 
Entering Unmasked Estep 
Score: -51612.664062 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -51612.66 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51821.031250 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -51821.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52014.597656 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -52014.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52272.003906 Penalty: 2995.966309
	Iteration 3F: 3 clusters Score -52272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52471.437500 Penalty: 2995.966309
	Iteration 4F: 3 clusters Score -52471.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52561.089844 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -52561.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52609.554688 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -52609.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -52638.441406 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -52638.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52662.667969 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -52662.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52675.035156 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -52675.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52675.035156 Penalty: 2995.966309
	Iteration 10F: 3 clusters Score -52675.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94186 members 
Entering Unmasked Estep 
Score: -13385089.000000 Penalty: 2840.350586
	Iteration 0F: 2 clusters Score -1.338509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -13322454.000000 Penalty: 5680.701172
	Iteration 0F: 3 clusters Score -1.332245e+07 nChanged 44477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -13348281.000000 Penalty: 5680.701172
	Iteration 1F: 3 clusters Score -1.334828e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -13349208.000000 Penalty: 5680.701172
	Iteration 2Q: 3 clusters Score -1.334921e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -13350302.000000 Penalty: 5680.701172
	Iteration 3Q: 3 clusters Score -1.33503e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -13351985.000000 Penalty: 5680.701172
	Iteration 4Q: 3 clusters Score -1.335198e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -13354199.000000 Penalty: 5680.701172
	Iteration 5Q: 3 clusters Score -1.33542e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -13357645.000000 Penalty: 5680.701172
	Iteration 6F: 3 clusters Score -1.335764e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -13362122.000000 Penalty: 5680.701172
	Iteration 7F: 3 clusters Score -1.336212e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -13366634.000000 Penalty: 5680.701172
	Iteration 8F: 3 clusters Score -1.336663e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -13369305.000000 Penalty: 5680.701172
	Iteration 9F: 3 clusters Score -1.33693e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -13370431.000000 Penalty: 5680.701172
	Iteration 10Q: 3 clusters Score -1.337043e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -13371066.000000 Penalty: 5680.701172
	Iteration 11Q: 3 clusters Score -1.337107e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -13371512.000000 Penalty: 5680.701172
	Iteration 12Q: 3 clusters Score -1.337151e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -13371957.000000 Penalty: 5680.701172
	Iteration 13Q: 3 clusters Score -1.337196e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -13372437.000000 Penalty: 5680.701172
	Iteration 14Q: 3 clusters Score -1.337244e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -13373051.000000 Penalty: 5680.701172
	Iteration 15Q: 3 clusters Score -1.337305e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -13373582.000000 Penalty: 5680.701172
	Iteration 16Q: 3 clusters Score -1.337358e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -13374173.000000 Penalty: 5680.701172
	Iteration 17Q: 3 clusters Score -1.337417e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -13374791.000000 Penalty: 5680.701172
	Iteration 18Q: 3 clusters Score -1.337479e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -13375357.000000 Penalty: 5680.701172
	Iteration 19Q: 3 clusters Score -1.337536e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
Score: -13376037.000000 Penalty: 5680.701172
	Iteration 20F: 3 clusters Score -1.337604e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
Score: -13376624.000000 Penalty: 5680.701172
	Iteration 21Q: 3 clusters Score -1.337662e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -13377362.000000 Penalty: 5680.701172
	Iteration 22Q: 3 clusters Score -1.337736e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -13378066.000000 Penalty: 5680.701172
	Iteration 23Q: 3 clusters Score -1.337807e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -13378786.000000 Penalty: 5680.701172
	Iteration 24Q: 3 clusters Score -1.337879e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -13379416.000000 Penalty: 5680.701172
	Iteration 25Q: 3 clusters Score -1.337942e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -13379957.000000 Penalty: 5680.701172
	Iteration 26Q: 3 clusters Score -1.337996e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -13380443.000000 Penalty: 5680.701172
	Iteration 27Q: 3 clusters Score -1.338044e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 86606 members 
Entering Unmasked Estep 
Score: -13380867.000000 Penalty: 5680.701172
	Iteration 28Q: 3 clusters Score -1.338087e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -13381312.000000 Penalty: 5680.701172
	Iteration 29Q: 3 clusters Score -1.338131e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -13381605.000000 Penalty: 5680.701172
	Iteration 30Q: 3 clusters Score -1.33816e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 89026 members 
Entering Unmasked Estep 
Score: -13381927.000000 Penalty: 5680.701172
	Iteration 31Q: 3 clusters Score -1.338193e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -13382185.000000 Penalty: 5680.701172
	Iteration 32Q: 3 clusters Score -1.338218e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 90147 members 
Entering Unmasked Estep 
Score: -13382286.000000 Penalty: 5680.701172
	Iteration 33Q: 3 clusters Score -1.338229e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -13382454.000000 Penalty: 5680.701172
	Iteration 34Q: 3 clusters Score -1.338245e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -13382591.000000 Penalty: 5680.701172
	Iteration 35Q: 3 clusters Score -1.338259e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 91296 members 
Entering Unmasked Estep 
Score: -13382686.000000 Penalty: 5680.701172
	Iteration 36Q: 3 clusters Score -1.338269e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 91571 members 
Entering Unmasked Estep 
Score: -13382792.000000 Penalty: 5680.701172
	Iteration 37Q: 3 clusters Score -1.338279e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -13382862.000000 Penalty: 5680.701172
	Iteration 38Q: 3 clusters Score -1.338286e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -13382903.000000 Penalty: 5680.701172
	Iteration 39Q: 3 clusters Score -1.33829e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -13382964.000000 Penalty: 5680.701172
	Iteration 40F: 3 clusters Score -1.338296e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 92159 members 
Entering Unmasked Estep 
Score: -13382987.000000 Penalty: 5680.701172
	Iteration 41Q: 3 clusters Score -1.338299e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -13383007.000000 Penalty: 5680.701172
	Iteration 42Q: 3 clusters Score -1.338301e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -13383012.000000 Penalty: 5680.701172
	Iteration 43Q: 3 clusters Score -1.338301e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 92412 members 
Entering Unmasked Estep 
Score: -13383043.000000 Penalty: 5680.701172
	Iteration 44Q: 3 clusters Score -1.338304e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 92463 members 
Entering Unmasked Estep 
Score: -13383036.000000 Penalty: 5680.701172
	Iteration 45Q: 3 clusters Score -1.338304e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -13383045.000000 Penalty: 5680.701172
	Iteration 46Q: 3 clusters Score -1.338304e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 92553 members 
Entering Unmasked Estep 
Score: -13383051.000000 Penalty: 5680.701172
	Iteration 47Q: 3 clusters Score -1.338305e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 92594 members 
Entering Unmasked Estep 
Score: -13383070.000000 Penalty: 5680.701172
	Iteration 48Q: 3 clusters Score -1.338307e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 92633 members 
Entering Unmasked Estep 
Score: -13383085.000000 Penalty: 5680.701172
	Iteration 49Q: 3 clusters Score -1.338308e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -13383109.000000 Penalty: 5680.701172
	Iteration 50Q: 3 clusters Score -1.338311e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 92700 members 
Entering Unmasked Estep 
Score: -13383117.000000 Penalty: 5680.701172
	Iteration 51Q: 3 clusters Score -1.338312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -13383129.000000 Penalty: 5680.701172
	Iteration 52Q: 3 clusters Score -1.338313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 92734 members 
Entering Unmasked Estep 
Score: -13383131.000000 Penalty: 5680.701172
	Iteration 53Q: 3 clusters Score -1.338313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 92750 members 
Entering Unmasked Estep 
Score: -13383144.000000 Penalty: 5680.701172
	Iteration 54Q: 3 clusters Score -1.338314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -13383142.000000 Penalty: 5680.701172
	Iteration 55Q: 3 clusters Score -1.338314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -13383144.000000 Penalty: 5680.701172
	Iteration 56Q: 3 clusters Score -1.338314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -13383149.000000 Penalty: 5680.701172
	Iteration 57Q: 3 clusters Score -1.338315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -13383156.000000 Penalty: 5680.701172
	Iteration 58Q: 3 clusters Score -1.338316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 92800 members 
Entering Unmasked Estep 
Score: -13383156.000000 Penalty: 5680.701172
	Iteration 59Q: 3 clusters Score -1.338316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 92807 members 
Entering Unmasked Estep 
Score: -13383157.000000 Penalty: 5680.701172
	Iteration 60F: 3 clusters Score -1.338316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -13383156.000000 Penalty: 5680.701172
	Iteration 61Q: 3 clusters Score -1.338316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -13383153.000000 Penalty: 5680.701172
	Iteration 62Q: 3 clusters Score -1.338315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -13383158.000000 Penalty: 5680.701172
	Iteration 63Q: 3 clusters Score -1.338316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 92815 members 
Entering Unmasked Estep 
Score: -13383158.000000 Penalty: 5680.701172
	Iteration 64Q: 3 clusters Score -1.338316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -13383154.000000 Penalty: 5680.701172
	Iteration 65Q: 3 clusters Score -1.338315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -13383155.000000 Penalty: 5680.701172
	Iteration 66Q: 3 clusters Score -1.338316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -13383155.000000 Penalty: 5680.701172
	Iteration 67F: 3 clusters Score -1.338316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Entering Unmasked Estep 
Score: -744754.062500 Penalty: 2121.704346
	Iteration 0F: 2 clusters Score -744754.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -740145.562500 Penalty: 4243.408691
	Iteration 0F: 3 clusters Score -740145.6 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -741222.750000 Penalty: 4243.408691
	Iteration 1F: 3 clusters Score -741222.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -741429.625000 Penalty: 4243.408691
	Iteration 2F: 3 clusters Score -741429.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -741567.187500 Penalty: 4243.408691
	Iteration 3Q: 3 clusters Score -741567.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -741676.687500 Penalty: 4243.408691
	Iteration 4Q: 3 clusters Score -741676.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -741786.125000 Penalty: 4243.408691
	Iteration 5Q: 3 clusters Score -741786.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -741875.937500 Penalty: 4243.408691
	Iteration 6Q: 3 clusters Score -741875.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -741972.250000 Penalty: 4243.408691
	Iteration 7Q: 3 clusters Score -741972.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -742070.687500 Penalty: 4243.408691
	Iteration 8Q: 3 clusters Score -742070.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -742169.500000 Penalty: 4243.408691
	Iteration 9Q: 3 clusters Score -742169.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -742253.062500 Penalty: 4243.408691
	Iteration 10Q: 3 clusters Score -742253.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -742337.312500 Penalty: 4243.408691
	Iteration 11Q: 3 clusters Score -742337.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -742423.187500 Penalty: 4243.408691
	Iteration 12Q: 3 clusters Score -742423.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -742497.875000 Penalty: 4243.408691
	Iteration 13Q: 3 clusters Score -742497.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -742560.375000 Penalty: 4243.408691
	Iteration 14Q: 3 clusters Score -742560.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -742616.312500 Penalty: 4243.408691
	Iteration 15Q: 3 clusters Score -742616.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -742671.125000 Penalty: 4243.408691
	Iteration 16Q: 3 clusters Score -742671.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -742726.812500 Penalty: 4243.408691
	Iteration 17Q: 3 clusters Score -742726.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -742771.125000 Penalty: 4243.408691
	Iteration 18Q: 3 clusters Score -742771.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -742811.187500 Penalty: 4243.408691
	Iteration 19Q: 3 clusters Score -742811.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -742841.750000 Penalty: 4243.408691
	Iteration 20F: 3 clusters Score -742841.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -742874.687500 Penalty: 4243.408691
	Iteration 21Q: 3 clusters Score -742874.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -742904.500000 Penalty: 4243.408691
	Iteration 22Q: 3 clusters Score -742904.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -742940.062500 Penalty: 4243.408691
	Iteration 23Q: 3 clusters Score -742940.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -742962.000000 Penalty: 4243.408691
	Iteration 24Q: 3 clusters Score -742962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -742976.625000 Penalty: 4243.408691
	Iteration 25Q: 3 clusters Score -742976.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -742984.375000 Penalty: 4243.408691
	Iteration 26Q: 3 clusters Score -742984.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -742990.687500 Penalty: 4243.408691
	Iteration 27Q: 3 clusters Score -742990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -742994.500000 Penalty: 4243.408691
	Iteration 28Q: 3 clusters Score -742994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -742996.625000 Penalty: 4243.408691
	Iteration 29Q: 3 clusters Score -742996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -742998.437500 Penalty: 4243.408691
	Iteration 30Q: 3 clusters Score -742998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -743002.937500 Penalty: 4243.408691
	Iteration 31Q: 3 clusters Score -743002.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -743006.687500 Penalty: 4243.408691
	Iteration 32Q: 3 clusters Score -743006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -743009.000000 Penalty: 4243.408691
	Iteration 33Q: 3 clusters Score -743009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -743013.375000 Penalty: 4243.408691
	Iteration 34Q: 3 clusters Score -743013.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -743014.500000 Penalty: 4243.408691
	Iteration 35Q: 3 clusters Score -743014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -743016.062500 Penalty: 4243.408691
	Iteration 36Q: 3 clusters Score -743016.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -743016.625000 Penalty: 4243.408691
	Iteration 37Q: 3 clusters Score -743016.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -743019.000000 Penalty: 4243.408691
	Iteration 38Q: 3 clusters Score -743019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -743019.000000 Penalty: 4243.408691
	Iteration 39F: 3 clusters Score -743019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Entering Unmasked Estep 
Score: -3251543.500000 Penalty: 2489.081543
	Iteration 0F: 2 clusters Score -3251544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3235576.000000 Penalty: 4978.163086
	Iteration 0F: 3 clusters Score -3235576 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3241578.500000 Penalty: 4978.163086
	Iteration 1F: 3 clusters Score -3241578 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3242603.750000 Penalty: 4978.163086
	Iteration 2F: 3 clusters Score -3242604 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3243740.500000 Penalty: 4978.163086
	Iteration 3F: 3 clusters Score -3243740 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3245052.250000 Penalty: 4978.163086
	Iteration 4F: 3 clusters Score -3245052 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -3246386.500000 Penalty: 4978.163086
	Iteration 5F: 3 clusters Score -3246386 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3247645.750000 Penalty: 4978.163086
	Iteration 6F: 3 clusters Score -3247646 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3248616.750000 Penalty: 4978.163086
	Iteration 7F: 3 clusters Score -3248617 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3249129.750000 Penalty: 4978.163086
	Iteration 8Q: 3 clusters Score -3249130 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3249408.250000 Penalty: 4978.163086
	Iteration 9Q: 3 clusters Score -3249408 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3249515.500000 Penalty: 4978.163086
	Iteration 10Q: 3 clusters Score -3249516 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3249592.750000 Penalty: 4978.163086
	Iteration 11Q: 3 clusters Score -3249593 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3249635.000000 Penalty: 4978.163086
	Iteration 12Q: 3 clusters Score -3249635 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3249674.750000 Penalty: 4978.163086
	Iteration 13Q: 3 clusters Score -3249675 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3249706.750000 Penalty: 4978.163086
	Iteration 14Q: 3 clusters Score -3249707 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3249743.000000 Penalty: 4978.163086
	Iteration 15Q: 3 clusters Score -3249743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3249778.250000 Penalty: 4978.163086
	Iteration 16Q: 3 clusters Score -3249778 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3249804.500000 Penalty: 4978.163086
	Iteration 17Q: 3 clusters Score -3249804 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3249834.000000 Penalty: 4978.163086
	Iteration 18Q: 3 clusters Score -3249834 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3249849.500000 Penalty: 4978.163086
	Iteration 19Q: 3 clusters Score -3249850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3249861.500000 Penalty: 4978.163086
	Iteration 20F: 3 clusters Score -3249862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3249883.750000 Penalty: 4978.163086
	Iteration 21Q: 3 clusters Score -3249884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3249913.750000 Penalty: 4978.163086
	Iteration 22Q: 3 clusters Score -3249914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3249928.500000 Penalty: 4978.163086
	Iteration 23Q: 3 clusters Score -3249928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3249939.500000 Penalty: 4978.163086
	Iteration 24Q: 3 clusters Score -3249940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3249947.750000 Penalty: 4978.163086
	Iteration 25Q: 3 clusters Score -3249948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3249956.500000 Penalty: 4978.163086
	Iteration 26Q: 3 clusters Score -3249956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3249971.250000 Penalty: 4978.163086
	Iteration 27Q: 3 clusters Score -3249971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3249966.500000 Penalty: 4978.163086
	Iteration 28Q: 3 clusters Score -3249966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3249982.500000 Penalty: 4978.163086
	Iteration 29Q: 3 clusters Score -3249982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3249990.000000 Penalty: 4978.163086
	Iteration 30Q: 3 clusters Score -3249990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3249997.250000 Penalty: 4978.163086
	Iteration 31Q: 3 clusters Score -3249997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3249992.750000 Penalty: 4978.163086
	Iteration 32Q: 3 clusters Score -3249993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3249994.750000 Penalty: 4978.163086
	Iteration 33Q: 3 clusters Score -3249995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3250004.250000 Penalty: 4978.163086
	Iteration 34Q: 3 clusters Score -3250004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3250013.000000 Penalty: 4978.163086
	Iteration 35Q: 3 clusters Score -3250013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3250010.250000 Penalty: 4978.163086
	Iteration 36Q: 3 clusters Score -3250010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3250014.500000 Penalty: 4978.163086
	Iteration 37Q: 3 clusters Score -3250014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3250025.000000 Penalty: 4978.163086
	Iteration 38Q: 3 clusters Score -3250025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3250025.500000 Penalty: 4978.163086
	Iteration 39Q: 3 clusters Score -3250026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3250038.250000 Penalty: 4978.163086
	Iteration 40F: 3 clusters Score -3250038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3250041.500000 Penalty: 4978.163086
	Iteration 41Q: 3 clusters Score -3250042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3250034.500000 Penalty: 4978.163086
	Iteration 42Q: 3 clusters Score -3250034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3250048.750000 Penalty: 4978.163086
	Iteration 43Q: 3 clusters Score -3250049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3250045.500000 Penalty: 4978.163086
	Iteration 44Q: 3 clusters Score -3250046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3250049.750000 Penalty: 4978.163086
	Iteration 45Q: 3 clusters Score -3250050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3250053.250000 Penalty: 4978.163086
	Iteration 46Q: 3 clusters Score -3250053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3250049.250000 Penalty: 4978.163086
	Iteration 47Q: 3 clusters Score -3250049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3250047.000000 Penalty: 4978.163086
	Iteration 48Q: 3 clusters Score -3250047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3250051.750000 Penalty: 4978.163086
	Iteration 49Q: 3 clusters Score -3250052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3250053.250000 Penalty: 4978.163086
	Iteration 50Q: 3 clusters Score -3250053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3250057.000000 Penalty: 4978.163086
	Iteration 51Q: 3 clusters Score -3250057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3250059.500000 Penalty: 4978.163086
	Iteration 52Q: 3 clusters Score -3250060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3250059.000000 Penalty: 4978.163086
	Iteration 53Q: 3 clusters Score -3250059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3250056.000000 Penalty: 4978.163086
	Iteration 54Q: 3 clusters Score -3250056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3250055.500000 Penalty: 4978.163086
	Iteration 55Q: 3 clusters Score -3250056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3250055.500000 Penalty: 4978.163086
	Iteration 56Q: 3 clusters Score -3250056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3250058.750000 Penalty: 4978.163086
	Iteration 57Q: 3 clusters Score -3250059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3250062.500000 Penalty: 4978.163086
	Iteration 58Q: 3 clusters Score -3250062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3250064.250000 Penalty: 4978.163086
	Iteration 59Q: 3 clusters Score -3250064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3250068.250000 Penalty: 4978.163086
	Iteration 60F: 3 clusters Score -3250068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3250070.750000 Penalty: 4978.163086
	Iteration 61Q: 3 clusters Score -3250071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3250070.750000 Penalty: 4978.163086
	Iteration 62F: 3 clusters Score -3250071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -920215.375000 Penalty: 2173.446533
	Iteration 0F: 2 clusters Score -920215.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -914785.937500 Penalty: 4346.893066
	Iteration 0F: 3 clusters Score -914785.9 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -916130.937500 Penalty: 4346.893066
	Iteration 1F: 3 clusters Score -916130.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -916353.562500 Penalty: 4346.893066
	Iteration 2F: 3 clusters Score -916353.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -916520.812500 Penalty: 4346.893066
	Iteration 3Q: 3 clusters Score -916520.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -916662.500000 Penalty: 4346.893066
	Iteration 4Q: 3 clusters Score -916662.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -916773.000000 Penalty: 4346.893066
	Iteration 5Q: 3 clusters Score -916773 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -916846.187500 Penalty: 4346.893066
	Iteration 6Q: 3 clusters Score -916846.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -916908.437500 Penalty: 4346.893066
	Iteration 7Q: 3 clusters Score -916908.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -916956.125000 Penalty: 4346.893066
	Iteration 8Q: 3 clusters Score -916956.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -917022.187500 Penalty: 4346.893066
	Iteration 9Q: 3 clusters Score -917022.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -917078.937500 Penalty: 4346.893066
	Iteration 10Q: 3 clusters Score -917078.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -917132.250000 Penalty: 4346.893066
	Iteration 11Q: 3 clusters Score -917132.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -917188.937500 Penalty: 4346.893066
	Iteration 12Q: 3 clusters Score -917188.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -917251.500000 Penalty: 4346.893066
	Iteration 13Q: 3 clusters Score -917251.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -917322.312500 Penalty: 4346.893066
	Iteration 14Q: 3 clusters Score -917322.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -917397.375000 Penalty: 4346.893066
	Iteration 15Q: 3 clusters Score -917397.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -917486.000000 Penalty: 4346.893066
	Iteration 16Q: 3 clusters Score -917486 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -917570.812500 Penalty: 4346.893066
	Iteration 17Q: 3 clusters Score -917570.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -917657.000000 Penalty: 4346.893066
	Iteration 18Q: 3 clusters Score -917657 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -917742.812500 Penalty: 4346.893066
	Iteration 19Q: 3 clusters Score -917742.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -917819.000000 Penalty: 4346.893066
	Iteration 20F: 3 clusters Score -917819 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -917881.500000 Penalty: 4346.893066
	Iteration 21Q: 3 clusters Score -917881.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -917945.875000 Penalty: 4346.893066
	Iteration 22Q: 3 clusters Score -917945.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -918002.937500 Penalty: 4346.893066
	Iteration 23Q: 3 clusters Score -918002.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -918059.187500 Penalty: 4346.893066
	Iteration 24Q: 3 clusters Score -918059.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -918101.250000 Penalty: 4346.893066
	Iteration 25Q: 3 clusters Score -918101.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -918138.562500 Penalty: 4346.893066
	Iteration 26Q: 3 clusters Score -918138.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -918171.875000 Penalty: 4346.893066
	Iteration 27Q: 3 clusters Score -918171.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -918186.500000 Penalty: 4346.893066
	Iteration 28Q: 3 clusters Score -918186.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -918202.562500 Penalty: 4346.893066
	Iteration 29Q: 3 clusters Score -918202.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -918215.312500 Penalty: 4346.893066
	Iteration 30Q: 3 clusters Score -918215.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -918225.625000 Penalty: 4346.893066
	Iteration 31Q: 3 clusters Score -918225.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -918232.562500 Penalty: 4346.893066
	Iteration 32Q: 3 clusters Score -918232.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -918234.812500 Penalty: 4346.893066
	Iteration 33Q: 3 clusters Score -918234.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -918243.875000 Penalty: 4346.893066
	Iteration 34Q: 3 clusters Score -918243.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -918251.937500 Penalty: 4346.893066
	Iteration 35Q: 3 clusters Score -918251.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -918252.375000 Penalty: 4346.893066
	Iteration 36Q: 3 clusters Score -918252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -918255.375000 Penalty: 4346.893066
	Iteration 37Q: 3 clusters Score -918255.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -918258.500000 Penalty: 4346.893066
	Iteration 38Q: 3 clusters Score -918258.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -918261.687500 Penalty: 4346.893066
	Iteration 39Q: 3 clusters Score -918261.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -918262.562500 Penalty: 4346.893066
	Iteration 40F: 3 clusters Score -918262.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -918266.250000 Penalty: 4346.893066
	Iteration 41Q: 3 clusters Score -918266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -918269.625000 Penalty: 4346.893066
	Iteration 42Q: 3 clusters Score -918269.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -918273.250000 Penalty: 4346.893066
	Iteration 43Q: 3 clusters Score -918273.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -918279.250000 Penalty: 4346.893066
	Iteration 44Q: 3 clusters Score -918279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -918281.812500 Penalty: 4346.893066
	Iteration 45Q: 3 clusters Score -918281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -918285.875000 Penalty: 4346.893066
	Iteration 46Q: 3 clusters Score -918285.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -918288.875000 Penalty: 4346.893066
	Iteration 47Q: 3 clusters Score -918288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -918291.062500 Penalty: 4346.893066
	Iteration 48Q: 3 clusters Score -918291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -918293.375000 Penalty: 4346.893066
	Iteration 49Q: 3 clusters Score -918293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -918294.625000 Penalty: 4346.893066
	Iteration 50Q: 3 clusters Score -918294.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -918299.687500 Penalty: 4346.893066
	Iteration 51Q: 3 clusters Score -918299.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -918302.937500 Penalty: 4346.893066
	Iteration 52Q: 3 clusters Score -918302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -918304.937500 Penalty: 4346.893066
	Iteration 53Q: 3 clusters Score -918304.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -918307.937500 Penalty: 4346.893066
	Iteration 54Q: 3 clusters Score -918307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -918309.750000 Penalty: 4346.893066
	Iteration 55Q: 3 clusters Score -918309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -918315.562500 Penalty: 4346.893066
	Iteration 56Q: 3 clusters Score -918315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -918316.437500 Penalty: 4346.893066
	Iteration 57Q: 3 clusters Score -918316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -918321.562500 Penalty: 4346.893066
	Iteration 58Q: 3 clusters Score -918321.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -918325.312500 Penalty: 4346.893066
	Iteration 59Q: 3 clusters Score -918325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -918325.937500 Penalty: 4346.893066
	Iteration 60F: 3 clusters Score -918325.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Entering Unmasked Estep 
Score: -1361979.750000 Penalty: 2275.816895
	Iteration 0F: 2 clusters Score -1361980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1354582.750000 Penalty: 4551.633789
	Iteration 0F: 3 clusters Score -1354583 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1356666.625000 Penalty: 4551.633789
	Iteration 1F: 3 clusters Score -1356667 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1356914.375000 Penalty: 4551.633789
	Iteration 2F: 3 clusters Score -1356914 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1357089.500000 Penalty: 4551.633789
	Iteration 3Q: 3 clusters Score -1357090 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1357201.375000 Penalty: 4551.633789
	Iteration 4Q: 3 clusters Score -1357201 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1357299.375000 Penalty: 4551.633789
	Iteration 5Q: 3 clusters Score -1357299 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1357378.000000 Penalty: 4551.633789
	Iteration 6Q: 3 clusters Score -1357378 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1357446.250000 Penalty: 4551.633789
	Iteration 7Q: 3 clusters Score -1357446 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1357503.750000 Penalty: 4551.633789
	Iteration 8Q: 3 clusters Score -1357504 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1357560.125000 Penalty: 4551.633789
	Iteration 9Q: 3 clusters Score -1357560 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1357627.500000 Penalty: 4551.633789
	Iteration 10Q: 3 clusters Score -1357628 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1357690.875000 Penalty: 4551.633789
	Iteration 11Q: 3 clusters Score -1357691 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1357786.000000 Penalty: 4551.633789
	Iteration 12Q: 3 clusters Score -1357786 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1357890.500000 Penalty: 4551.633789
	Iteration 13Q: 3 clusters Score -1357890 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1358009.125000 Penalty: 4551.633789
	Iteration 14Q: 3 clusters Score -1358009 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1358138.500000 Penalty: 4551.633789
	Iteration 15Q: 3 clusters Score -1358138 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1358326.500000 Penalty: 4551.633789
	Iteration 16Q: 3 clusters Score -1358326 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1358546.000000 Penalty: 4551.633789
	Iteration 17Q: 3 clusters Score -1358546 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1358762.750000 Penalty: 4551.633789
	Iteration 18Q: 3 clusters Score -1358763 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1359002.375000 Penalty: 4551.633789
	Iteration 19Q: 3 clusters Score -1359002 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1359207.375000 Penalty: 4551.633789
	Iteration 20F: 3 clusters Score -1359207 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1359365.250000 Penalty: 4551.633789
	Iteration 21Q: 3 clusters Score -1359365 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1359491.500000 Penalty: 4551.633789
	Iteration 22Q: 3 clusters Score -1359492 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1359590.250000 Penalty: 4551.633789
	Iteration 23Q: 3 clusters Score -1359590 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1359670.000000 Penalty: 4551.633789
	Iteration 24Q: 3 clusters Score -1359670 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1359744.250000 Penalty: 4551.633789
	Iteration 25Q: 3 clusters Score -1359744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1359794.625000 Penalty: 4551.633789
	Iteration 26Q: 3 clusters Score -1359795 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1359835.750000 Penalty: 4551.633789
	Iteration 27Q: 3 clusters Score -1359836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1359873.625000 Penalty: 4551.633789
	Iteration 28Q: 3 clusters Score -1359874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1359901.875000 Penalty: 4551.633789
	Iteration 29Q: 3 clusters Score -1359902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1359923.375000 Penalty: 4551.633789
	Iteration 30Q: 3 clusters Score -1359923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1359933.625000 Penalty: 4551.633789
	Iteration 31Q: 3 clusters Score -1359934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1359944.750000 Penalty: 4551.633789
	Iteration 32Q: 3 clusters Score -1359945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1359959.125000 Penalty: 4551.633789
	Iteration 33Q: 3 clusters Score -1359959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1359977.500000 Penalty: 4551.633789
	Iteration 34Q: 3 clusters Score -1359978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1359991.875000 Penalty: 4551.633789
	Iteration 35Q: 3 clusters Score -1359992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1360001.000000 Penalty: 4551.633789
	Iteration 36Q: 3 clusters Score -1360001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1360005.750000 Penalty: 4551.633789
	Iteration 37Q: 3 clusters Score -1360006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1360006.750000 Penalty: 4551.633789
	Iteration 38Q: 3 clusters Score -1360007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1360012.875000 Penalty: 4551.633789
	Iteration 39Q: 3 clusters Score -1360013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1360015.875000 Penalty: 4551.633789
	Iteration 40F: 3 clusters Score -1360016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1360018.250000 Penalty: 4551.633789
	Iteration 41Q: 3 clusters Score -1360018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1360023.625000 Penalty: 4551.633789
	Iteration 42Q: 3 clusters Score -1360024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1360027.250000 Penalty: 4551.633789
	Iteration 43Q: 3 clusters Score -1360027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1360029.000000 Penalty: 4551.633789
	Iteration 44Q: 3 clusters Score -1360029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1360031.125000 Penalty: 4551.633789
	Iteration 45Q: 3 clusters Score -1360031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1360033.125000 Penalty: 4551.633789
	Iteration 46Q: 3 clusters Score -1360033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1360032.750000 Penalty: 4551.633789
	Iteration 47Q: 3 clusters Score -1360033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1360032.750000 Penalty: 4551.633789
	Iteration 48F: 3 clusters Score -1360033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -10858.999023 Penalty: 1137.072021
	Iteration 0F: 2 clusters Score -10859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -10084.129883 Penalty: 2274.144043
	Iteration 0F: 3 clusters Score -10084.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (120940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120940 members 
Entering Unmasked Estep 
Score: -17150084.000000 Penalty: 2902.356201
	Iteration 0F: 2 clusters Score -1.715008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -17070264.000000 Penalty: 5804.712402
	Iteration 0F: 3 clusters Score -1.707026e+07 nChanged 57403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -17103266.000000 Penalty: 5804.712402
	Iteration 1F: 3 clusters Score -1.710327e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -17104634.000000 Penalty: 5804.712402
	Iteration 2Q: 3 clusters Score -1.710463e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -17106410.000000 Penalty: 5804.712402
	Iteration 3Q: 3 clusters Score -1.710641e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -17108840.000000 Penalty: 5804.712402
	Iteration 4Q: 3 clusters Score -1.710884e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 67613 members 
Entering Unmasked Estep 
Score: -17112182.000000 Penalty: 5804.712402
	Iteration 5F: 3 clusters Score -1.711218e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -17116742.000000 Penalty: 5804.712402
	Iteration 6F: 3 clusters Score -1.711674e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -17122642.000000 Penalty: 5804.712402
	Iteration 7F: 3 clusters Score -1.712264e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 79455 members 
Entering Unmasked Estep 
Score: -17128686.000000 Penalty: 5804.712402
	Iteration 8F: 3 clusters Score -1.712869e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
Score: -17133252.000000 Penalty: 5804.712402
	Iteration 9F: 3 clusters Score -1.713325e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -17135570.000000 Penalty: 5804.712402
	Iteration 10Q: 3 clusters Score -1.713557e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 88241 members 
Entering Unmasked Estep 
Score: -17136646.000000 Penalty: 5804.712402
	Iteration 11Q: 3 clusters Score -1.713665e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -17137548.000000 Penalty: 5804.712402
	Iteration 12Q: 3 clusters Score -1.713755e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 92815 members 
Entering Unmasked Estep 
Score: -17138372.000000 Penalty: 5804.712402
	Iteration 13Q: 3 clusters Score -1.713837e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -17139178.000000 Penalty: 5804.712402
	Iteration 14Q: 3 clusters Score -1.713918e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -17139926.000000 Penalty: 5804.712402
	Iteration 15Q: 3 clusters Score -1.713993e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 99658 members 
Entering Unmasked Estep 
Score: -17140706.000000 Penalty: 5804.712402
	Iteration 16Q: 3 clusters Score -1.714071e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 101889 members 
Entering Unmasked Estep 
Score: -17141388.000000 Penalty: 5804.712402
	Iteration 17Q: 3 clusters Score -1.714139e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -17142244.000000 Penalty: 5804.712402
	Iteration 18Q: 3 clusters Score -1.714224e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 105932 members 
Entering Unmasked Estep 
Score: -17142906.000000 Penalty: 5804.712402
	Iteration 19Q: 3 clusters Score -1.714291e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 107744 members 
Entering Unmasked Estep 
Score: -17143702.000000 Penalty: 5804.712402
	Iteration 20F: 3 clusters Score -1.71437e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 109413 members 
Entering Unmasked Estep 
Score: -17144360.000000 Penalty: 5804.712402
	Iteration 21Q: 3 clusters Score -1.714436e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 110889 members 
Entering Unmasked Estep 
Score: -17144914.000000 Penalty: 5804.712402
	Iteration 22Q: 3 clusters Score -1.714491e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 112180 members 
Entering Unmasked Estep 
Score: -17145464.000000 Penalty: 5804.712402
	Iteration 23Q: 3 clusters Score -1.714546e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 113338 members 
Entering Unmasked Estep 
Score: -17145972.000000 Penalty: 5804.712402
	Iteration 24Q: 3 clusters Score -1.714597e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 114293 members 
Entering Unmasked Estep 
Score: -17146540.000000 Penalty: 5804.712402
	Iteration 25Q: 3 clusters Score -1.714654e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 115078 members 
Entering Unmasked Estep 
Score: -17147004.000000 Penalty: 5804.712402
	Iteration 26Q: 3 clusters Score -1.7147e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 115668 members 
Entering Unmasked Estep 
Score: -17147336.000000 Penalty: 5804.712402
	Iteration 27Q: 3 clusters Score -1.714734e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 116123 members 
Entering Unmasked Estep 
Score: -17147686.000000 Penalty: 5804.712402
	Iteration 28Q: 3 clusters Score -1.714769e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 116444 members 
Entering Unmasked Estep 
Score: -17147930.000000 Penalty: 5804.712402
	Iteration 29Q: 3 clusters Score -1.714793e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -17148100.000000 Penalty: 5804.712402
	Iteration 30Q: 3 clusters Score -1.71481e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 116814 members 
Entering Unmasked Estep 
Score: -17148180.000000 Penalty: 5804.712402
	Iteration 31Q: 3 clusters Score -1.714818e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 116924 members 
Entering Unmasked Estep 
Score: -17148276.000000 Penalty: 5804.712402
	Iteration 32Q: 3 clusters Score -1.714828e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 116993 members 
Entering Unmasked Estep 
Score: -17148324.000000 Penalty: 5804.712402
	Iteration 33Q: 3 clusters Score -1.714832e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 117052 members 
Entering Unmasked Estep 
Score: -17148376.000000 Penalty: 5804.712402
	Iteration 34Q: 3 clusters Score -1.714838e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -17148384.000000 Penalty: 5804.712402
	Iteration 35Q: 3 clusters Score -1.714838e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 117146 members 
Entering Unmasked Estep 
Score: -17148416.000000 Penalty: 5804.712402
	Iteration 36Q: 3 clusters Score -1.714842e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 117187 members 
Entering Unmasked Estep 
Score: -17148398.000000 Penalty: 5804.712402
	Iteration 37Q: 3 clusters Score -1.71484e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 117220 members 
Entering Unmasked Estep 
Score: -17148404.000000 Penalty: 5804.712402
	Iteration 38Q: 3 clusters Score -1.71484e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -17148404.000000 Penalty: 5804.712402
	Iteration 39Q: 3 clusters Score -1.71484e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -17148428.000000 Penalty: 5804.712402
	Iteration 40F: 3 clusters Score -1.714843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 117288 members 
Entering Unmasked Estep 
Score: -17148432.000000 Penalty: 5804.712402
	Iteration 41Q: 3 clusters Score -1.714843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -17148444.000000 Penalty: 5804.712402
	Iteration 42Q: 3 clusters Score -1.714844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 117318 members 
Entering Unmasked Estep 
Score: -17148446.000000 Penalty: 5804.712402
	Iteration 43Q: 3 clusters Score -1.714845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 117326 members 
Entering Unmasked Estep 
Score: -17148456.000000 Penalty: 5804.712402
	Iteration 44Q: 3 clusters Score -1.714846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -17148448.000000 Penalty: 5804.712402
	Iteration 45Q: 3 clusters Score -1.714845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 117354 members 
Entering Unmasked Estep 
Score: -17148464.000000 Penalty: 5804.712402
	Iteration 46Q: 3 clusters Score -1.714846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 117374 members 
Entering Unmasked Estep 
Score: -17148454.000000 Penalty: 5804.712402
	Iteration 47Q: 3 clusters Score -1.714845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -17148446.000000 Penalty: 5804.712402
	Iteration 48Q: 3 clusters Score -1.714845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -17148442.000000 Penalty: 5804.712402
	Iteration 49Q: 3 clusters Score -1.714844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 117401 members 
Entering Unmasked Estep 
Score: -17148454.000000 Penalty: 5804.712402
	Iteration 50Q: 3 clusters Score -1.714845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 117406 members 
Entering Unmasked Estep 
Score: -17148446.000000 Penalty: 5804.712402
	Iteration 51Q: 3 clusters Score -1.714845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 117411 members 
Entering Unmasked Estep 
Score: -17148462.000000 Penalty: 5804.712402
	Iteration 52Q: 3 clusters Score -1.714846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 117416 members 
Entering Unmasked Estep 
Score: -17148470.000000 Penalty: 5804.712402
	Iteration 53Q: 3 clusters Score -1.714847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 117418 members 
Entering Unmasked Estep 
Score: -17148470.000000 Penalty: 5804.712402
	Iteration 54Q: 3 clusters Score -1.714847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 117420 members 
Entering Unmasked Estep 
Score: -17148472.000000 Penalty: 5804.712402
	Iteration 55Q: 3 clusters Score -1.714847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 117421 members 
Entering Unmasked Estep 
Score: -17148470.000000 Penalty: 5804.712402
	Iteration 56Q: 3 clusters Score -1.714847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 117424 members 
Entering Unmasked Estep 
Score: -17148472.000000 Penalty: 5804.712402
	Iteration 57Q: 3 clusters Score -1.714847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -17148474.000000 Penalty: 5804.712402
	Iteration 58Q: 3 clusters Score -1.714847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 117427 members 
Entering Unmasked Estep 
Score: -17148468.000000 Penalty: 5804.712402
	Iteration 59Q: 3 clusters Score -1.714847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 117428 members 
Entering Unmasked Estep 
Score: -17148474.000000 Penalty: 5804.712402
	Iteration 60F: 3 clusters Score -1.714847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Entering Unmasked Estep 
Score: -5882166.000000 Penalty: 2634.994873
	Iteration 0F: 2 clusters Score -5882166 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 20571 members 
Entering Unmasked Estep 
Score: -5854354.500000 Penalty: 5269.989746
	Iteration 0F: 3 clusters Score -5854354 nChanged 18875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -5864832.500000 Penalty: 5269.989746
	Iteration 1F: 3 clusters Score -5864832 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -5865403.500000 Penalty: 5269.989746
	Iteration 2Q: 3 clusters Score -5865404 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -5865957.000000 Penalty: 5269.989746
	Iteration 3Q: 3 clusters Score -5865957 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -5866550.500000 Penalty: 5269.989746
	Iteration 4Q: 3 clusters Score -5866550 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -5867136.000000 Penalty: 5269.989746
	Iteration 5Q: 3 clusters Score -5867136 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -5867854.000000 Penalty: 5269.989746
	Iteration 6Q: 3 clusters Score -5867854 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -5868707.000000 Penalty: 5269.989746
	Iteration 7Q: 3 clusters Score -5868707 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -5869768.500000 Penalty: 5269.989746
	Iteration 8Q: 3 clusters Score -5869768 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -5871144.000000 Penalty: 5269.989746
	Iteration 9Q: 3 clusters Score -5871144 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -5872796.000000 Penalty: 5269.989746
	Iteration 10F: 3 clusters Score -5872796 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -5874418.500000 Penalty: 5269.989746
	Iteration 11Q: 3 clusters Score -5874418 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -5875702.000000 Penalty: 5269.989746
	Iteration 12Q: 3 clusters Score -5875702 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -5876556.500000 Penalty: 5269.989746
	Iteration 13Q: 3 clusters Score -5876556 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -5877135.000000 Penalty: 5269.989746
	Iteration 14Q: 3 clusters Score -5877135 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -5877502.000000 Penalty: 5269.989746
	Iteration 15Q: 3 clusters Score -5877502 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -5877799.000000 Penalty: 5269.989746
	Iteration 16Q: 3 clusters Score -5877799 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5878113.000000 Penalty: 5269.989746
	Iteration 17Q: 3 clusters Score -5878113 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5878405.000000 Penalty: 5269.989746
	Iteration 18Q: 3 clusters Score -5878405 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5878712.000000 Penalty: 5269.989746
	Iteration 19Q: 3 clusters Score -5878712 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5878989.000000 Penalty: 5269.989746
	Iteration 20F: 3 clusters Score -5878989 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5879161.500000 Penalty: 5269.989746
	Iteration 21Q: 3 clusters Score -5879162 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5879320.500000 Penalty: 5269.989746
	Iteration 22Q: 3 clusters Score -5879320 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5879414.000000 Penalty: 5269.989746
	Iteration 23Q: 3 clusters Score -5879414 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5879526.500000 Penalty: 5269.989746
	Iteration 24Q: 3 clusters Score -5879526 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5879620.000000 Penalty: 5269.989746
	Iteration 25Q: 3 clusters Score -5879620 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5879714.500000 Penalty: 5269.989746
	Iteration 26Q: 3 clusters Score -5879714 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5879765.500000 Penalty: 5269.989746
	Iteration 27Q: 3 clusters Score -5879766 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5879823.500000 Penalty: 5269.989746
	Iteration 28Q: 3 clusters Score -5879824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5879843.500000 Penalty: 5269.989746
	Iteration 29Q: 3 clusters Score -5879844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5879880.000000 Penalty: 5269.989746
	Iteration 30Q: 3 clusters Score -5879880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5879899.000000 Penalty: 5269.989746
	Iteration 31Q: 3 clusters Score -5879899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5879925.500000 Penalty: 5269.989746
	Iteration 32Q: 3 clusters Score -5879926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5879927.000000 Penalty: 5269.989746
	Iteration 33Q: 3 clusters Score -5879927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5879934.500000 Penalty: 5269.989746
	Iteration 34Q: 3 clusters Score -5879934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5879948.500000 Penalty: 5269.989746
	Iteration 35Q: 3 clusters Score -5879948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5879970.000000 Penalty: 5269.989746
	Iteration 36Q: 3 clusters Score -5879970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5879972.500000 Penalty: 5269.989746
	Iteration 37Q: 3 clusters Score -5879972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5879971.000000 Penalty: 5269.989746
	Iteration 38Q: 3 clusters Score -5879971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5879988.500000 Penalty: 5269.989746
	Iteration 39Q: 3 clusters Score -5879988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5879997.500000 Penalty: 5269.989746
	Iteration 40F: 3 clusters Score -5879998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5880004.500000 Penalty: 5269.989746
	Iteration 41Q: 3 clusters Score -5880004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5880019.500000 Penalty: 5269.989746
	Iteration 42Q: 3 clusters Score -5880020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5880009.500000 Penalty: 5269.989746
	Iteration 43Q: 3 clusters Score -5880010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5880020.500000 Penalty: 5269.989746
	Iteration 44Q: 3 clusters Score -5880020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5880019.000000 Penalty: 5269.989746
	Iteration 45Q: 3 clusters Score -5880019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5880023.000000 Penalty: 5269.989746
	Iteration 46Q: 3 clusters Score -5880023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5880026.000000 Penalty: 5269.989746
	Iteration 47Q: 3 clusters Score -5880026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5880022.000000 Penalty: 5269.989746
	Iteration 48Q: 3 clusters Score -5880022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5880024.500000 Penalty: 5269.989746
	Iteration 49Q: 3 clusters Score -5880024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5880028.500000 Penalty: 5269.989746
	Iteration 50Q: 3 clusters Score -5880028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5880029.000000 Penalty: 5269.989746
	Iteration 51Q: 3 clusters Score -5880029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5880022.500000 Penalty: 5269.989746
	Iteration 52Q: 3 clusters Score -5880022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5880022.500000 Penalty: 5269.989746
	Iteration 53F: 3 clusters Score -5880022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -151787.703125 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -151787.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -149791.265625 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -149791.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -150158.843750 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -150158.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -150282.140625 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -150282.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -150365.031250 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -150365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -150395.984375 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -150396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -150419.062500 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -150419.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -150443.015625 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -150443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -150457.687500 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -150457.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -150468.546875 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -150468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -150472.343750 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -150472.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -150475.140625 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -150475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -150477.484375 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -150477.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -150482.640625 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -150482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -150484.687500 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -150484.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -150484.687500 Penalty: 3469.445801
	Iteration 14F: 3 clusters Score -150484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Entering Unmasked Estep 
Score: -5538129.500000 Penalty: 2629.929199
	Iteration 0F: 2 clusters Score -5538130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -5510812.000000 Penalty: 5259.858398
	Iteration 0F: 3 clusters Score -5510812 nChanged 18538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -5521335.500000 Penalty: 5259.858398
	Iteration 1F: 3 clusters Score -5521336 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -5522578.500000 Penalty: 5259.858398
	Iteration 2F: 3 clusters Score -5522578 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -5524225.500000 Penalty: 5259.858398
	Iteration 3F: 3 clusters Score -5524226 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5526453.500000 Penalty: 5259.858398
	Iteration 4F: 3 clusters Score -5526454 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -5528853.000000 Penalty: 5259.858398
	Iteration 5F: 3 clusters Score -5528853 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -5531121.500000 Penalty: 5259.858398
	Iteration 6F: 3 clusters Score -5531122 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -5532742.000000 Penalty: 5259.858398
	Iteration 7F: 3 clusters Score -5532742 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5534020.500000 Penalty: 5259.858398
	Iteration 8Q: 3 clusters Score -5534020 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5534959.000000 Penalty: 5259.858398
	Iteration 9Q: 3 clusters Score -5534959 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5535548.500000 Penalty: 5259.858398
	Iteration 10Q: 3 clusters Score -5535548 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5535861.000000 Penalty: 5259.858398
	Iteration 11Q: 3 clusters Score -5535861 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5536031.500000 Penalty: 5259.858398
	Iteration 12Q: 3 clusters Score -5536032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5536177.000000 Penalty: 5259.858398
	Iteration 13Q: 3 clusters Score -5536177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5536248.000000 Penalty: 5259.858398
	Iteration 14Q: 3 clusters Score -5536248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5536297.000000 Penalty: 5259.858398
	Iteration 15Q: 3 clusters Score -5536297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5536324.500000 Penalty: 5259.858398
	Iteration 16Q: 3 clusters Score -5536324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5536366.000000 Penalty: 5259.858398
	Iteration 17Q: 3 clusters Score -5536366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5536392.500000 Penalty: 5259.858398
	Iteration 18Q: 3 clusters Score -5536392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5536409.500000 Penalty: 5259.858398
	Iteration 19Q: 3 clusters Score -5536410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5536421.500000 Penalty: 5259.858398
	Iteration 20F: 3 clusters Score -5536422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5536420.000000 Penalty: 5259.858398
	Iteration 21Q: 3 clusters Score -5536420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5536415.500000 Penalty: 5259.858398
	Iteration 22Q: 3 clusters Score -5536416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5536416.000000 Penalty: 5259.858398
	Iteration 23Q: 3 clusters Score -5536416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5536419.500000 Penalty: 5259.858398
	Iteration 24Q: 3 clusters Score -5536420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5536419.500000 Penalty: 5259.858398
	Iteration 25Q: 3 clusters Score -5536420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5536422.500000 Penalty: 5259.858398
	Iteration 26Q: 3 clusters Score -5536422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5536430.000000 Penalty: 5259.858398
	Iteration 27Q: 3 clusters Score -5536430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5536434.000000 Penalty: 5259.858398
	Iteration 28Q: 3 clusters Score -5536434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5536437.000000 Penalty: 5259.858398
	Iteration 29Q: 3 clusters Score -5536437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5536435.000000 Penalty: 5259.858398
	Iteration 30Q: 3 clusters Score -5536435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5536433.500000 Penalty: 5259.858398
	Iteration 31Q: 3 clusters Score -5536434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5536433.500000 Penalty: 5259.858398
	Iteration 32F: 3 clusters Score -5536434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (157992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Entering Unmasked Estep 
Score: -22203152.000000 Penalty: 2968.634277
	Iteration 0F: 2 clusters Score -2.220315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -22100454.000000 Penalty: 5937.268555
	Iteration 0F: 3 clusters Score -2.210045e+07 nChanged 75621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 82623 members 
Entering Unmasked Estep 
Score: -22143996.000000 Penalty: 5937.268555
	Iteration 1F: 3 clusters Score -2.2144e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 84699 members 
Entering Unmasked Estep 
Score: -22145058.000000 Penalty: 5937.268555
	Iteration 2Q: 3 clusters Score -2.214506e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 87986 members 
Entering Unmasked Estep 
Score: -22146470.000000 Penalty: 5937.268555
	Iteration 3Q: 3 clusters Score -2.214647e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -22148742.000000 Penalty: 5937.268555
	Iteration 4Q: 3 clusters Score -2.214874e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 100225 members 
Entering Unmasked Estep 
Score: -22153056.000000 Penalty: 5937.268555
	Iteration 5F: 3 clusters Score -2.215306e+07 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 110696 members 
Entering Unmasked Estep 
Score: -22160370.000000 Penalty: 5937.268555
	Iteration 6F: 3 clusters Score -2.216037e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 123868 members 
Entering Unmasked Estep 
Score: -22171848.000000 Penalty: 5937.268555
	Iteration 7F: 3 clusters Score -2.217185e+07 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 137296 members 
Entering Unmasked Estep 
Score: -22185078.000000 Penalty: 5937.268555
	Iteration 8F: 3 clusters Score -2.218508e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 147289 members 
Entering Unmasked Estep 
Score: -22194344.000000 Penalty: 5937.268555
	Iteration 9F: 3 clusters Score -2.219434e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 152790 members 
Entering Unmasked Estep 
Score: -22198356.000000 Penalty: 5937.268555
	Iteration 10Q: 3 clusters Score -2.219836e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 155255 members 
Entering Unmasked Estep 
Score: -22199668.000000 Penalty: 5937.268555
	Iteration 11Q: 3 clusters Score -2.219967e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 156376 members 
Entering Unmasked Estep 
Score: -22200286.000000 Penalty: 5937.268555
	Iteration 12Q: 3 clusters Score -2.220029e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 156902 members 
Entering Unmasked Estep 
Score: -22200582.000000 Penalty: 5937.268555
	Iteration 13Q: 3 clusters Score -2.220058e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 157150 members 
Entering Unmasked Estep 
Score: -22200748.000000 Penalty: 5937.268555
	Iteration 14Q: 3 clusters Score -2.220075e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 157262 members 
Entering Unmasked Estep 
Score: -22200778.000000 Penalty: 5937.268555
	Iteration 15Q: 3 clusters Score -2.220078e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 157329 members 
Entering Unmasked Estep 
Score: -22200824.000000 Penalty: 5937.268555
	Iteration 16Q: 3 clusters Score -2.220082e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 157364 members 
Entering Unmasked Estep 
Score: -22200834.000000 Penalty: 5937.268555
	Iteration 17Q: 3 clusters Score -2.220083e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 157397 members 
Entering Unmasked Estep 
Score: -22200844.000000 Penalty: 5937.268555
	Iteration 18Q: 3 clusters Score -2.220084e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 157417 members 
Entering Unmasked Estep 
Score: -22200880.000000 Penalty: 5937.268555
	Iteration 19Q: 3 clusters Score -2.220088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 157435 members 
Entering Unmasked Estep 
Score: -22200908.000000 Penalty: 5937.268555
	Iteration 20F: 3 clusters Score -2.220091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 157443 members 
Entering Unmasked Estep 
Score: -22200920.000000 Penalty: 5937.268555
	Iteration 21Q: 3 clusters Score -2.220092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 157453 members 
Entering Unmasked Estep 
Score: -22200924.000000 Penalty: 5937.268555
	Iteration 22Q: 3 clusters Score -2.220092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 157466 members 
Entering Unmasked Estep 
Score: -22200918.000000 Penalty: 5937.268555
	Iteration 23Q: 3 clusters Score -2.220092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 157479 members 
Entering Unmasked Estep 
Score: -22200936.000000 Penalty: 5937.268555
	Iteration 24Q: 3 clusters Score -2.220094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 157486 members 
Entering Unmasked Estep 
Score: -22200906.000000 Penalty: 5937.268555
	Iteration 25Q: 3 clusters Score -2.220091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 157496 members 
Entering Unmasked Estep 
Score: -22200938.000000 Penalty: 5937.268555
	Iteration 26Q: 3 clusters Score -2.220094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 157503 members 
Entering Unmasked Estep 
Score: -22200942.000000 Penalty: 5937.268555
	Iteration 27Q: 3 clusters Score -2.220094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 157509 members 
Entering Unmasked Estep 
Score: -22200914.000000 Penalty: 5937.268555
	Iteration 28Q: 3 clusters Score -2.220091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 157514 members 
Entering Unmasked Estep 
Score: -22200920.000000 Penalty: 5937.268555
	Iteration 29Q: 3 clusters Score -2.220092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 157515 members 
Entering Unmasked Estep 
Score: -22200930.000000 Penalty: 5937.268555
	Iteration 30Q: 3 clusters Score -2.220093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 157515 members 
Entering Unmasked Estep 
Score: -22200930.000000 Penalty: 5937.268555
	Iteration 31F: 3 clusters Score -2.220093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -35929.718750 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -35929.72 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 156 members 
Entering Unmasked Estep 
Score: -34635.082031 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -34635.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34728.609375 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -34728.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34753.429688 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -34753.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34760.574219 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -34760.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34760.574219 Penalty: 2825.758301
	Iteration 4F: 3 clusters Score -34760.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -228359.875000 Penalty: 1844.281128
	Iteration 0F: 2 clusters Score -228359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -225918.265625 Penalty: 3688.562256
	Iteration 0F: 3 clusters Score -225918.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -226342.828125 Penalty: 3688.562256
	Iteration 1F: 3 clusters Score -226342.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -226478.453125 Penalty: 3688.562256
	Iteration 2F: 3 clusters Score -226478.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -226563.265625 Penalty: 3688.562256
	Iteration 3Q: 3 clusters Score -226563.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -226592.984375 Penalty: 3688.562256
	Iteration 4Q: 3 clusters Score -226593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -226609.734375 Penalty: 3688.562256
	Iteration 5Q: 3 clusters Score -226609.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -226626.031250 Penalty: 3688.562256
	Iteration 6Q: 3 clusters Score -226626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -226636.437500 Penalty: 3688.562256
	Iteration 7Q: 3 clusters Score -226636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -226641.046875 Penalty: 3688.562256
	Iteration 8Q: 3 clusters Score -226641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -226642.000000 Penalty: 3688.562256
	Iteration 9Q: 3 clusters Score -226642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -226642.531250 Penalty: 3688.562256
	Iteration 10Q: 3 clusters Score -226642.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -226643.937500 Penalty: 3688.562256
	Iteration 11Q: 3 clusters Score -226643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -226644.515625 Penalty: 3688.562256
	Iteration 12Q: 3 clusters Score -226644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -226645.984375 Penalty: 3688.562256
	Iteration 13Q: 3 clusters Score -226646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -226647.109375 Penalty: 3688.562256
	Iteration 14Q: 3 clusters Score -226647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -226647.343750 Penalty: 3688.562256
	Iteration 15Q: 3 clusters Score -226647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -226648.593750 Penalty: 3688.562256
	Iteration 16Q: 3 clusters Score -226648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -226649.609375 Penalty: 3688.562256
	Iteration 17Q: 3 clusters Score -226649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -226650.109375 Penalty: 3688.562256
	Iteration 18Q: 3 clusters Score -226650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -226650.109375 Penalty: 3688.562256
	Iteration 19F: 3 clusters Score -226650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -52894.515625 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -52894.52 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 220 members 
Entering Unmasked Estep 
Score: -51569.234375 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -51569.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51728.480469 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -51728.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51779.171875 Penalty: 3012.230225
	Iteration 2Q: 3 clusters Score -51779.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51805.925781 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -51805.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51821.906250 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -51821.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51838.679688 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -51838.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51858.031250 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -51858.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51873.761719 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -51873.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51886.855469 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -51886.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51895.246094 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -51895.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51901.570312 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -51901.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51915.527344 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -51915.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51932.671875 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -51932.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51946.324219 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -51946.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51953.292969 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -51953.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51958.511719 Penalty: 3012.230225
	Iteration 15Q: 3 clusters Score -51958.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51977.039062 Penalty: 3012.230225
	Iteration 16Q: 3 clusters Score -51977.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51996.335938 Penalty: 3012.230225
	Iteration 17Q: 3 clusters Score -51996.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52037.640625 Penalty: 3012.230225
	Iteration 18Q: 3 clusters Score -52037.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52060.472656 Penalty: 3012.230225
	Iteration 19Q: 3 clusters Score -52060.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52091.054688 Penalty: 3012.230225
	Iteration 20F: 3 clusters Score -52091.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52156.218750 Penalty: 3012.230225
	Iteration 21Q: 3 clusters Score -52156.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -52188.000000 Penalty: 3012.230225
	Iteration 22Q: 3 clusters Score -52188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52253.984375 Penalty: 3012.230225
	Iteration 23Q: 3 clusters Score -52253.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52315.675781 Penalty: 3012.230225
	Iteration 24Q: 3 clusters Score -52315.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52345.207031 Penalty: 3012.230225
	Iteration 25Q: 3 clusters Score -52345.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52384.281250 Penalty: 3012.230225
	Iteration 26Q: 3 clusters Score -52384.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52429.433594 Penalty: 3012.230225
	Iteration 27Q: 3 clusters Score -52429.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52429.433594 Penalty: 3012.230225
	Iteration 28F: 3 clusters Score -52429.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -36126.699219 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -36126.7 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 139 members 
Entering Unmasked Estep 
Score: -34874.867188 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -34874.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34932.054688 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -34932.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34951.285156 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -34951.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34959.468750 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -34959.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34966.183594 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -34966.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34971.488281 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -34971.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34971.488281 Penalty: 2805.372070
	Iteration 6F: 3 clusters Score -34971.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (180691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180691 members 
Entering Unmasked Estep 
Score: -25673346.000000 Penalty: 3001.926758
	Iteration 0F: 2 clusters Score -2.567335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90249 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -25575306.000000 Penalty: 6003.853516
	Iteration 0F: 3 clusters Score -2.557531e+07 nChanged 86708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 91956 members 
Entering Unmasked Estep 
Score: -25625470.000000 Penalty: 6003.853516
	Iteration 1F: 3 clusters Score -2.562547e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 93114 members 
Entering Unmasked Estep 
Score: -25626312.000000 Penalty: 6003.853516
	Iteration 2Q: 3 clusters Score -2.562631e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -25627196.000000 Penalty: 6003.853516
	Iteration 3Q: 3 clusters Score -2.56272e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83311 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -25628564.000000 Penalty: 6003.853516
	Iteration 4Q: 3 clusters Score -2.562856e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 101155 members 
Entering Unmasked Estep 
Score: -25630374.000000 Penalty: 6003.853516
	Iteration 5Q: 3 clusters Score -2.563037e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -25632872.000000 Penalty: 6003.853516
	Iteration 6Q: 3 clusters Score -2.563287e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67422 members 
Mstep: Class 2 contains 113269 members 
Entering Unmasked Estep 
Score: -25637000.000000 Penalty: 6003.853516
	Iteration 7F: 3 clusters Score -2.5637e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 120723 members 
Entering Unmasked Estep 
Score: -25643100.000000 Penalty: 6003.853516
	Iteration 8F: 3 clusters Score -2.56431e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 127159 members 
Entering Unmasked Estep 
Score: -25650704.000000 Penalty: 6003.853516
	Iteration 9F: 3 clusters Score -2.56507e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 130607 members 
Entering Unmasked Estep 
Score: -25657086.000000 Penalty: 6003.853516
	Iteration 10F: 3 clusters Score -2.565709e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 131494 members 
Entering Unmasked Estep 
Score: -25660924.000000 Penalty: 6003.853516
	Iteration 11Q: 3 clusters Score -2.566092e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 131344 members 
Entering Unmasked Estep 
Score: -25661970.000000 Penalty: 6003.853516
	Iteration 12Q: 3 clusters Score -2.566197e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 131033 members 
Entering Unmasked Estep 
Score: -25662326.000000 Penalty: 6003.853516
	Iteration 13Q: 3 clusters Score -2.566233e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 130605 members 
Entering Unmasked Estep 
Score: -25662324.000000 Penalty: 6003.853516
	Iteration 14Q: 3 clusters Score -2.566232e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 130091 members 
Entering Unmasked Estep 
Score: -25662500.000000 Penalty: 6003.853516
	Iteration 15Q: 3 clusters Score -2.56625e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 129509 members 
Entering Unmasked Estep 
Score: -25662604.000000 Penalty: 6003.853516
	Iteration 16Q: 3 clusters Score -2.56626e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 128795 members 
Entering Unmasked Estep 
Score: -25662690.000000 Penalty: 6003.853516
	Iteration 17Q: 3 clusters Score -2.566269e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 128058 members 
Entering Unmasked Estep 
Score: -25662800.000000 Penalty: 6003.853516
	Iteration 18Q: 3 clusters Score -2.56628e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 127235 members 
Entering Unmasked Estep 
Score: -25662950.000000 Penalty: 6003.853516
	Iteration 19Q: 3 clusters Score -2.566295e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 126337 members 
Entering Unmasked Estep 
Score: -25663146.000000 Penalty: 6003.853516
	Iteration 20F: 3 clusters Score -2.566315e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 125364 members 
Entering Unmasked Estep 
Score: -25663532.000000 Penalty: 6003.853516
	Iteration 21Q: 3 clusters Score -2.566353e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 124346 members 
Entering Unmasked Estep 
Score: -25663718.000000 Penalty: 6003.853516
	Iteration 22Q: 3 clusters Score -2.566372e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 123334 members 
Entering Unmasked Estep 
Score: -25663904.000000 Penalty: 6003.853516
	Iteration 23Q: 3 clusters Score -2.56639e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 122243 members 
Entering Unmasked Estep 
Score: -25664244.000000 Penalty: 6003.853516
	Iteration 24Q: 3 clusters Score -2.566424e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 121177 members 
Entering Unmasked Estep 
Score: -25664258.000000 Penalty: 6003.853516
	Iteration 25Q: 3 clusters Score -2.566426e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -25664546.000000 Penalty: 6003.853516
	Iteration 26Q: 3 clusters Score -2.566455e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -25664816.000000 Penalty: 6003.853516
	Iteration 27Q: 3 clusters Score -2.566482e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 117990 members 
Entering Unmasked Estep 
Score: -25665078.000000 Penalty: 6003.853516
	Iteration 28Q: 3 clusters Score -2.566508e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 116936 members 
Entering Unmasked Estep 
Score: -25665324.000000 Penalty: 6003.853516
	Iteration 29Q: 3 clusters Score -2.566532e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 115872 members 
Entering Unmasked Estep 
Score: -25665520.000000 Penalty: 6003.853516
	Iteration 30Q: 3 clusters Score -2.566552e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 114845 members 
Entering Unmasked Estep 
Score: -25665696.000000 Penalty: 6003.853516
	Iteration 31Q: 3 clusters Score -2.56657e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 113845 members 
Entering Unmasked Estep 
Score: -25665940.000000 Penalty: 6003.853516
	Iteration 32Q: 3 clusters Score -2.566594e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 112866 members 
Entering Unmasked Estep 
Score: -25665984.000000 Penalty: 6003.853516
	Iteration 33Q: 3 clusters Score -2.566598e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -25666154.000000 Penalty: 6003.853516
	Iteration 34Q: 3 clusters Score -2.566615e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 111224 members 
Entering Unmasked Estep 
Score: -25666388.000000 Penalty: 6003.853516
	Iteration 35Q: 3 clusters Score -2.566639e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 110596 members 
Entering Unmasked Estep 
Score: -25666684.000000 Penalty: 6003.853516
	Iteration 36Q: 3 clusters Score -2.566668e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 109974 members 
Entering Unmasked Estep 
Score: -25666806.000000 Penalty: 6003.853516
	Iteration 37Q: 3 clusters Score -2.566681e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 109370 members 
Entering Unmasked Estep 
Score: -25667030.000000 Penalty: 6003.853516
	Iteration 38Q: 3 clusters Score -2.566703e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 108815 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2.566723e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 108318 members 
Entering Unmasked Estep 
Score: -25667452.000000 Penalty: 6003.853516
	Iteration 40F: 3 clusters Score -2.566745e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 107851 members 
Entering Unmasked Estep 
Score: -25667570.000000 Penalty: 6003.853516
	Iteration 41Q: 3 clusters Score -2.566757e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73242 members 
Mstep: Class 2 contains 107449 members 
Entering Unmasked Estep 
Score: -25667598.000000 Penalty: 6003.853516
	Iteration 42Q: 3 clusters Score -2.56676e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 107031 members 
Entering Unmasked Estep 
Score: -25667690.000000 Penalty: 6003.853516
	Iteration 43Q: 3 clusters Score -2.566769e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -25667786.000000 Penalty: 6003.853516
	Iteration 44Q: 3 clusters Score -2.566779e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 106271 members 
Entering Unmasked Estep 
Score: -25667934.000000 Penalty: 6003.853516
	Iteration 45Q: 3 clusters Score -2.566793e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
Score: -25668094.000000 Penalty: 6003.853516
	Iteration 46Q: 3 clusters Score -2.566809e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 105579 members 
Entering Unmasked Estep 
Score: -25668156.000000 Penalty: 6003.853516
	Iteration 47Q: 3 clusters Score -2.566816e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75381 members 
Mstep: Class 2 contains 105310 members 
Entering Unmasked Estep 
Score: -25668248.000000 Penalty: 6003.853516
	Iteration 48Q: 3 clusters Score -2.566825e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 105122 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.566835e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.566833e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 104863 members 
Entering Unmasked Estep 
Score: -25668346.000000 Penalty: 6003.853516
	Iteration 51Q: 3 clusters Score -2.566835e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 104791 members 
Entering Unmasked Estep 
Score: -25668454.000000 Penalty: 6003.853516
	Iteration 52Q: 3 clusters Score -2.566845e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75995 members 
Mstep: Class 2 contains 104696 members 
Entering Unmasked Estep 
Score: -25668512.000000 Penalty: 6003.853516
	Iteration 53Q: 3 clusters Score -2.566851e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -25668614.000000 Penalty: 6003.853516
	Iteration 54Q: 3 clusters Score -2.566861e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -25668652.000000 Penalty: 6003.853516
	Iteration 55Q: 3 clusters Score -2.566865e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 104530 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.566863e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -25668702.000000 Penalty: 6003.853516
	Iteration 57Q: 3 clusters Score -2.56687e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
Score: -25668726.000000 Penalty: 6003.853516
	Iteration 58Q: 3 clusters Score -2.566873e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 104451 members 
Entering Unmasked Estep 
Score: -25668742.000000 Penalty: 6003.853516
	Iteration 59Q: 3 clusters Score -2.566874e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -25668826.000000 Penalty: 6003.853516
	Iteration 60F: 3 clusters Score -2.566883e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -25668876.000000 Penalty: 6003.853516
	Iteration 61Q: 3 clusters Score -2.566888e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -25668950.000000 Penalty: 6003.853516
	Iteration 62Q: 3 clusters Score -2.566895e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 104669 members 
Entering Unmasked Estep 
Score: -25668998.000000 Penalty: 6003.853516
	Iteration 63Q: 3 clusters Score -2.5669e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 104756 members 
Entering Unmasked Estep 
Score: -25669106.000000 Penalty: 6003.853516
	Iteration 64Q: 3 clusters Score -2.566911e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 104839 members 
Entering Unmasked Estep 
Score: -25669218.000000 Penalty: 6003.853516
	Iteration 65Q: 3 clusters Score -2.566922e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 104934 members 
Entering Unmasked Estep 
Score: -25669280.000000 Penalty: 6003.853516
	Iteration 66Q: 3 clusters Score -2.566928e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 105012 members 
Entering Unmasked Estep 
Score: -25669336.000000 Penalty: 6003.853516
	Iteration 67Q: 3 clusters Score -2.566934e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -25669366.000000 Penalty: 6003.853516
	Iteration 68Q: 3 clusters Score -2.566937e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 105233 members 
Entering Unmasked Estep 
Score: -25669344.000000 Penalty: 6003.853516
	Iteration 69Q: 3 clusters Score -2.566934e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 105344 members 
Entering Unmasked Estep 
Score: -25669372.000000 Penalty: 6003.853516
	Iteration 70Q: 3 clusters Score -2.566937e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 105463 members 
Entering Unmasked Estep 
Score: -25669376.000000 Penalty: 6003.853516
	Iteration 71Q: 3 clusters Score -2.566938e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 105574 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.566937e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -25669366.000000 Penalty: 6003.853516
	Iteration 73Q: 3 clusters Score -2.566937e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 105788 members 
Entering Unmasked Estep 
Score: -25669404.000000 Penalty: 6003.853516
	Iteration 74Q: 3 clusters Score -2.56694e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -25669426.000000 Penalty: 6003.853516
	Iteration 75Q: 3 clusters Score -2.566943e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 105983 members 
Entering Unmasked Estep 
Score: -25669428.000000 Penalty: 6003.853516
	Iteration 76Q: 3 clusters Score -2.566943e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -25669426.000000 Penalty: 6003.853516
	Iteration 77Q: 3 clusters Score -2.566943e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 106144 members 
Entering Unmasked Estep 
Score: -25669386.000000 Penalty: 6003.853516
	Iteration 78Q: 3 clusters Score -2.566939e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74484 members 
Mstep: Class 2 contains 106207 members 
Entering Unmasked Estep 
Score: -25669372.000000 Penalty: 6003.853516
	Iteration 79Q: 3 clusters Score -2.566937e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -25669370.000000 Penalty: 6003.853516
	Iteration 80F: 3 clusters Score -2.566937e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -25669370.000000 Penalty: 6003.853516
	Iteration 81Q: 3 clusters Score -2.566937e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 106371 members 
Entering Unmasked Estep 
Score: -25669370.000000 Penalty: 6003.853516
	Iteration 82Q: 3 clusters Score -2.566937e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 106423 members 
Entering Unmasked Estep 
Score: -25669404.000000 Penalty: 6003.853516
	Iteration 83Q: 3 clusters Score -2.56694e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 106465 members 
Entering Unmasked Estep 
Score: -25669394.000000 Penalty: 6003.853516
	Iteration 84Q: 3 clusters Score -2.566939e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 106505 members 
Entering Unmasked Estep 
Score: -25669422.000000 Penalty: 6003.853516
	Iteration 85Q: 3 clusters Score -2.566942e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 106531 members 
Entering Unmasked Estep 
Score: -25669464.000000 Penalty: 6003.853516
	Iteration 86Q: 3 clusters Score -2.566946e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74132 members 
Mstep: Class 2 contains 106559 members 
Entering Unmasked Estep 
Score: -25669448.000000 Penalty: 6003.853516
	Iteration 87Q: 3 clusters Score -2.566945e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 106588 members 
Entering Unmasked Estep 
Score: -25669430.000000 Penalty: 6003.853516
	Iteration 88Q: 3 clusters Score -2.566943e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 106634 members 
Entering Unmasked Estep 
Score: -25669428.000000 Penalty: 6003.853516
	Iteration 89Q: 3 clusters Score -2.566943e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74009 members 
Mstep: Class 2 contains 106682 members 
Entering Unmasked Estep 
Score: -25669448.000000 Penalty: 6003.853516
	Iteration 90Q: 3 clusters Score -2.566945e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73967 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -25669438.000000 Penalty: 6003.853516
	Iteration 91Q: 3 clusters Score -2.566944e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 106759 members 
Entering Unmasked Estep 
Score: -25669486.000000 Penalty: 6003.853516
	Iteration 92Q: 3 clusters Score -2.566949e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -25669474.000000 Penalty: 6003.853516
	Iteration 93Q: 3 clusters Score -2.566947e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 106805 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.566947e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 106830 members 
Entering Unmasked Estep 
Score: -25669458.000000 Penalty: 6003.853516
	Iteration 95Q: 3 clusters Score -2.566946e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.566945e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 106896 members 
Entering Unmasked Estep 
Score: -25669456.000000 Penalty: 6003.853516
	Iteration 97Q: 3 clusters Score -2.566946e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73759 members 
Mstep: Class 2 contains 106932 members 
Entering Unmasked Estep 
Score: -25669472.000000 Penalty: 6003.853516
	Iteration 98Q: 3 clusters Score -2.566947e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -25669482.000000 Penalty: 6003.853516
	Iteration 99Q: 3 clusters Score -2.566948e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 107008 members 
Entering Unmasked Estep 
Score: -25669480.000000 Penalty: 6003.853516
	Iteration 100F: 3 clusters Score -2.566948e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 107050 members 
Entering Unmasked Estep 
Score: -25669478.000000 Penalty: 6003.853516
	Iteration 101Q: 3 clusters Score -2.566948e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -25669450.000000 Penalty: 6003.853516
	Iteration 102Q: 3 clusters Score -2.566945e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 107111 members 
Entering Unmasked Estep 
Score: -25669466.000000 Penalty: 6003.853516
	Iteration 103Q: 3 clusters Score -2.566947e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 107116 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.566946e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73550 members 
Mstep: Class 2 contains 107141 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.566947e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 107163 members 
Entering Unmasked Estep 
Score: -25669522.000000 Penalty: 6003.853516
	Iteration 106Q: 3 clusters Score -2.566952e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 107200 members 
Entering Unmasked Estep 
Score: -25669500.000000 Penalty: 6003.853516
	Iteration 107Q: 3 clusters Score -2.56695e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 107252 members 
Entering Unmasked Estep 
Score: -25669536.000000 Penalty: 6003.853516
	Iteration 108Q: 3 clusters Score -2.566954e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 107290 members 
Entering Unmasked Estep 
Score: -25669552.000000 Penalty: 6003.853516
	Iteration 109Q: 3 clusters Score -2.566955e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 107331 members 
Entering Unmasked Estep 
Score: -25669556.000000 Penalty: 6003.853516
	Iteration 110Q: 3 clusters Score -2.566956e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
Score: -25669576.000000 Penalty: 6003.853516
	Iteration 111Q: 3 clusters Score -2.566958e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 107398 members 
Entering Unmasked Estep 
Score: -25669610.000000 Penalty: 6003.853516
	Iteration 112Q: 3 clusters Score -2.566961e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 107425 members 
Entering Unmasked Estep 
Score: -25669598.000000 Penalty: 6003.853516
	Iteration 113Q: 3 clusters Score -2.56696e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 107439 members 
Entering Unmasked Estep 
Score: -25669592.000000 Penalty: 6003.853516
	Iteration 114Q: 3 clusters Score -2.566959e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 107457 members 
Entering Unmasked Estep 
Score: -25669594.000000 Penalty: 6003.853516
	Iteration 115Q: 3 clusters Score -2.566959e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -25669604.000000 Penalty: 6003.853516
	Iteration 116Q: 3 clusters Score -2.56696e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -25669594.000000 Penalty: 6003.853516
	Iteration 117Q: 3 clusters Score -2.566959e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 107508 members 
Entering Unmasked Estep 
Score: -25669598.000000 Penalty: 6003.853516
	Iteration 118Q: 3 clusters Score -2.56696e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 107523 members 
Entering Unmasked Estep 
Score: -25669610.000000 Penalty: 6003.853516
	Iteration 119Q: 3 clusters Score -2.566961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 107529 members 
Entering Unmasked Estep 
Score: -25669624.000000 Penalty: 6003.853516
	Iteration 120F: 3 clusters Score -2.566962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 107531 members 
Entering Unmasked Estep 
Score: -25669608.000000 Penalty: 6003.853516
	Iteration 121Q: 3 clusters Score -2.566961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -25669616.000000 Penalty: 6003.853516
	Iteration 122Q: 3 clusters Score -2.566962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 107542 members 
Entering Unmasked Estep 
Score: -25669600.000000 Penalty: 6003.853516
	Iteration 123Q: 3 clusters Score -2.56696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -25669606.000000 Penalty: 6003.853516
	Iteration 124Q: 3 clusters Score -2.566961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -25669612.000000 Penalty: 6003.853516
	Iteration 125Q: 3 clusters Score -2.566961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -25669614.000000 Penalty: 6003.853516
	Iteration 126Q: 3 clusters Score -2.566961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73131 members 
Mstep: Class 2 contains 107560 members 
Entering Unmasked Estep 
Score: -25669598.000000 Penalty: 6003.853516
	Iteration 127Q: 3 clusters Score -2.56696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 107564 members 
Entering Unmasked Estep 
Score: -25669592.000000 Penalty: 6003.853516
	Iteration 128Q: 3 clusters Score -2.566959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -25669602.000000 Penalty: 6003.853516
	Iteration 129Q: 3 clusters Score -2.56696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 107577 members 
Entering Unmasked Estep 
Score: -25669608.000000 Penalty: 6003.853516
	Iteration 130Q: 3 clusters Score -2.566961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 107584 members 
Entering Unmasked Estep 
Score: -25669588.000000 Penalty: 6003.853516
	Iteration 131Q: 3 clusters Score -2.566959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 107591 members 
Entering Unmasked Estep 
Score: -25669614.000000 Penalty: 6003.853516
	Iteration 132Q: 3 clusters Score -2.566961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 107601 members 
Entering Unmasked Estep 
Score: -25669610.000000 Penalty: 6003.853516
	Iteration 133Q: 3 clusters Score -2.566961e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 107615 members 
Entering Unmasked Estep 
Score: -25669614.000000 Penalty: 6003.853516
	Iteration 134Q: 3 clusters Score -2.566961e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 107626 members 
Entering Unmasked Estep 
Score: -25669606.000000 Penalty: 6003.853516
	Iteration 135Q: 3 clusters Score -2.566961e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -25669626.000000 Penalty: 6003.853516
	Iteration 136Q: 3 clusters Score -2.566963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -25669628.000000 Penalty: 6003.853516
	Iteration 137Q: 3 clusters Score -2.566963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 107651 members 
Entering Unmasked Estep 
Score: -25669630.000000 Penalty: 6003.853516
	Iteration 138Q: 3 clusters Score -2.566963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 107661 members 
Entering Unmasked Estep 
Score: -25669630.000000 Penalty: 6003.853516
	Iteration 139Q: 3 clusters Score -2.566963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 107666 members 
Entering Unmasked Estep 
Score: -25669660.000000 Penalty: 6003.853516
	Iteration 140F: 3 clusters Score -2.566966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -25669658.000000 Penalty: 6003.853516
	Iteration 141Q: 3 clusters Score -2.566966e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 107696 members 
Entering Unmasked Estep 
Score: -25669632.000000 Penalty: 6003.853516
	Iteration 142Q: 3 clusters Score -2.566963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 107710 members 
Entering Unmasked Estep 
Score: -25669644.000000 Penalty: 6003.853516
	Iteration 143Q: 3 clusters Score -2.566964e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 107722 members 
Entering Unmasked Estep 
Score: -25669638.000000 Penalty: 6003.853516
	Iteration 144Q: 3 clusters Score -2.566964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -25669640.000000 Penalty: 6003.853516
	Iteration 145Q: 3 clusters Score -2.566964e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 107729 members 
Entering Unmasked Estep 
Score: -25669632.000000 Penalty: 6003.853516
	Iteration 146Q: 3 clusters Score -2.566963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 107729 members 
Entering Unmasked Estep 
Score: -25669656.000000 Penalty: 6003.853516
	Iteration 147Q: 3 clusters Score -2.566966e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72958 members 
Mstep: Class 2 contains 107733 members 
Entering Unmasked Estep 
Score: -25669652.000000 Penalty: 6003.853516
	Iteration 148Q: 3 clusters Score -2.566965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 107729 members 
Entering Unmasked Estep 
Score: -25669640.000000 Penalty: 6003.853516
	Iteration 149Q: 3 clusters Score -2.566964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 107732 members 
Entering Unmasked Estep 
Score: -25669642.000000 Penalty: 6003.853516
	Iteration 150Q: 3 clusters Score -2.566964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 107736 members 
Entering Unmasked Estep 
Score: -25669638.000000 Penalty: 6003.853516
	Iteration 151Q: 3 clusters Score -2.566964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72951 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -25669636.000000 Penalty: 6003.853516
	Iteration 152Q: 3 clusters Score -2.566964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 107743 members 
Entering Unmasked Estep 
Score: -25669626.000000 Penalty: 6003.853516
	Iteration 153Q: 3 clusters Score -2.566963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 107748 members 
Entering Unmasked Estep 
Score: -25669636.000000 Penalty: 6003.853516
	Iteration 154Q: 3 clusters Score -2.566964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72934 members 
Mstep: Class 2 contains 107757 members 
Entering Unmasked Estep 
Score: -25669642.000000 Penalty: 6003.853516
	Iteration 155Q: 3 clusters Score -2.566964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 107760 members 
Entering Unmasked Estep 
Score: -25669656.000000 Penalty: 6003.853516
	Iteration 156Q: 3 clusters Score -2.566966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72930 members 
Mstep: Class 2 contains 107761 members 
Entering Unmasked Estep 
Score: -25669656.000000 Penalty: 6003.853516
	Iteration 157Q: 3 clusters Score -2.566966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72930 members 
Mstep: Class 2 contains 107761 members 
Entering Unmasked Estep 
Score: -25669644.000000 Penalty: 6003.853516
	Iteration 158Q: 3 clusters Score -2.566964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 107760 members 
Entering Unmasked Estep 
Score: -25669658.000000 Penalty: 6003.853516
	Iteration 159Q: 3 clusters Score -2.566966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -25669650.000000 Penalty: 6003.853516
	Iteration 160F: 3 clusters Score -2.566965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -25669638.000000 Penalty: 6003.853516
	Iteration 161Q: 3 clusters Score -2.566964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -25669652.000000 Penalty: 6003.853516
	Iteration 162Q: 3 clusters Score -2.566965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 107769 members 
Entering Unmasked Estep 
Score: -25669652.000000 Penalty: 6003.853516
	Iteration 163Q: 3 clusters Score -2.566965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -25669650.000000 Penalty: 6003.853516
	Iteration 164Q: 3 clusters Score -2.566965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 107777 members 
Entering Unmasked Estep 
Score: -25669666.000000 Penalty: 6003.853516
	Iteration 165Q: 3 clusters Score -2.566967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -25669654.000000 Penalty: 6003.853516
	Iteration 166Q: 3 clusters Score -2.566965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -25669648.000000 Penalty: 6003.853516
	Iteration 167Q: 3 clusters Score -2.566965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -25669656.000000 Penalty: 6003.853516
	Iteration 168Q: 3 clusters Score -2.566966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 107776 members 
Entering Unmasked Estep 
Score: -25669658.000000 Penalty: 6003.853516
	Iteration 169Q: 3 clusters Score -2.566966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -25669662.000000 Penalty: 6003.853516
	Iteration 170Q: 3 clusters Score -2.566966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 107779 members 
Entering Unmasked Estep 
Score: -25669654.000000 Penalty: 6003.853516
	Iteration 171Q: 3 clusters Score -2.566965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 107781 members 
Entering Unmasked Estep 
Score: -25669648.000000 Penalty: 6003.853516
	Iteration 172Q: 3 clusters Score -2.566965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 107780 members 
Entering Unmasked Estep 
Score: -25669660.000000 Penalty: 6003.853516
	Iteration 173Q: 3 clusters Score -2.566966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 107780 members 
Entering Unmasked Estep 
Score: -25669660.000000 Penalty: 6003.853516
	Iteration 174F: 3 clusters Score -2.566966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -297859.000000 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -297859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -295154.656250 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -295154.7 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -295612.531250 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -295612.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -295767.156250 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -295767.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -295873.531250 Penalty: 3803.606201
	Iteration 3F: 3 clusters Score -295873.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -295945.062500 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -295945.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -296004.031250 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -296004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -296048.625000 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -296048.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -296093.125000 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -296093.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -296133.906250 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -296133.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -296157.812500 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -296157.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -296181.718750 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -296181.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -296202.718750 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -296202.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -296222.843750 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -296222.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -296236.625000 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -296236.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -296245.375000 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -296245.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -296252.218750 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -296252.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -296259.343750 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -296259.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -296266.000000 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -296266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -296270.875000 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -296270.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -296275.968750 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -296276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -296279.343750 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -296279.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -296281.531250 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -296281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -296284.937500 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -296284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -296287.437500 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -296287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -296287.437500 Penalty: 3803.606201
	Iteration 24F: 3 clusters Score -296287.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -68247.414062 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -68247.41 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 276 members 
Entering Unmasked Estep 
Score: -66688.335938 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -66688.34 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66918.804688 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -66918.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67136.359375 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -67136.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67342.804688 Penalty: 3130.620361
	Iteration 3F: 3 clusters Score -67342.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67405.328125 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -67405.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67433.093750 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -67433.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67452.367188 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -67452.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67470.804688 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -67470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67483.750000 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -67483.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67483.750000 Penalty: 3130.620361
	Iteration 9F: 3 clusters Score -67483.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 38642 members 
Mstep: Class 3 contains 80374 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171146 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94186 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22848 members 
Mstep: Class 10 contains 6399 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120940 members 
Mstep: Class 14 contains 41150 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157992 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180691 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 239Q: 25 clusters Score -1.470179e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 38638 members 
Mstep: Class 3 contains 80383 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171144 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94187 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22840 members 
Mstep: Class 10 contains 6395 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120939 members 
Mstep: Class 14 contains 41149 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157995 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180693 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 240F: 25 clusters Score -1.470179e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 38637 members 
Mstep: Class 3 contains 80394 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171138 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94189 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22831 members 
Mstep: Class 10 contains 6388 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120939 members 
Mstep: Class 14 contains 41149 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 157996 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180700 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 241Q: 25 clusters Score -1.470179e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 38633 members 
Mstep: Class 3 contains 80405 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171133 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94191 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22820 members 
Mstep: Class 10 contains 6385 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120941 members 
Mstep: Class 14 contains 41149 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 157994 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180703 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017904.000000 Penalty: 82566.710938
Iteration 242Q: 25 clusters Score -1.470179e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 38630 members 
Mstep: Class 3 contains 80408 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171130 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94191 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22808 members 
Mstep: Class 10 contains 6382 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120942 members 
Mstep: Class 14 contains 41150 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 157990 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180713 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017936.000000 Penalty: 82566.710938
Iteration 243Q: 25 clusters Score -1.470179e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 38623 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171132 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94187 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22798 members 
Mstep: Class 10 contains 6377 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120940 members 
Mstep: Class 14 contains 41150 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 157990 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180713 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017872.000000 Penalty: 82566.710938
Iteration 244Q: 25 clusters Score -1.470179e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 38615 members 
Mstep: Class 3 contains 80436 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171135 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94185 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22785 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120937 members 
Mstep: Class 14 contains 41151 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 157994 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180711 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017792.000000 Penalty: 82566.710938
Iteration 245Q: 25 clusters Score -1.470178e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 38614 members 
Mstep: Class 3 contains 80448 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171137 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94185 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22772 members 
Mstep: Class 10 contains 6368 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120934 members 
Mstep: Class 14 contains 41151 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 157998 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180708 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017856.000000 Penalty: 82566.710938
Iteration 246Q: 25 clusters Score -1.470179e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 38614 members 
Mstep: Class 3 contains 80457 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171132 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94182 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22764 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120936 members 
Mstep: Class 14 contains 41150 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 157999 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180703 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017840.000000 Penalty: 82566.710938
Iteration 247Q: 25 clusters Score -1.470178e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 38615 members 
Mstep: Class 3 contains 80465 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171127 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94174 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22760 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120934 members 
Mstep: Class 14 contains 41149 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158005 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180703 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017840.000000 Penalty: 82566.710938
Iteration 248Q: 25 clusters Score -1.470178e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 38614 members 
Mstep: Class 3 contains 80469 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171127 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94170 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 22757 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120929 members 
Mstep: Class 14 contains 41145 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158010 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180704 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017760.000000 Penalty: 82566.710938
Iteration 249Q: 25 clusters Score -1.470178e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 38610 members 
Mstep: Class 3 contains 80476 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171128 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94165 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22757 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120929 members 
Mstep: Class 14 contains 41144 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158013 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180700 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017792.000000 Penalty: 82566.710938
Iteration 250Q: 25 clusters Score -1.470178e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 38611 members 
Mstep: Class 3 contains 80485 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171125 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94159 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22755 members 
Mstep: Class 10 contains 6348 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120927 members 
Mstep: Class 14 contains 41143 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158017 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180700 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017888.000000 Penalty: 82566.710938
Iteration 251Q: 25 clusters Score -1.470179e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78989 members 
Mstep: Class 2 contains 38609 members 
Mstep: Class 3 contains 80498 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171124 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94156 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22755 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120926 members 
Mstep: Class 14 contains 41140 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158018 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180694 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 252Q: 25 clusters Score -1.470179e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 78997 members 
Mstep: Class 2 contains 38608 members 
Mstep: Class 3 contains 80513 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171121 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94153 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22756 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120918 members 
Mstep: Class 14 contains 41139 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158021 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180692 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017904.000000 Penalty: 82566.710938
Iteration 253Q: 25 clusters Score -1.470179e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 38607 members 
Mstep: Class 3 contains 80524 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171119 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94151 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22756 members 
Mstep: Class 10 contains 6316 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120918 members 
Mstep: Class 14 contains 41142 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158020 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180686 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 254Q: 25 clusters Score -1.470179e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 38604 members 
Mstep: Class 3 contains 80542 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171117 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94147 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22755 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120918 members 
Mstep: Class 14 contains 41141 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158020 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180687 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017760.000000 Penalty: 82566.710938
Iteration 255Q: 25 clusters Score -1.470178e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 38605 members 
Mstep: Class 3 contains 80562 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171118 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94147 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22753 members 
Mstep: Class 10 contains 6292 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120916 members 
Mstep: Class 14 contains 41135 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158020 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180680 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017824.000000 Penalty: 82566.710938
Iteration 256Q: 25 clusters Score -1.470178e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 38602 members 
Mstep: Class 3 contains 80582 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171116 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94146 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22751 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120916 members 
Mstep: Class 14 contains 41133 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158021 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180681 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017808.000000 Penalty: 82566.710938
Iteration 257Q: 25 clusters Score -1.470178e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 38599 members 
Mstep: Class 3 contains 80602 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171116 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94144 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22750 members 
Mstep: Class 10 contains 6265 members 
Mstep: Class 11 contains 9665 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120917 members 
Mstep: Class 14 contains 41131 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158022 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180680 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017840.000000 Penalty: 82566.710938
Iteration 258Q: 25 clusters Score -1.470178e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 38596 members 
Mstep: Class 3 contains 80624 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171113 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94145 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 22748 members 
Mstep: Class 10 contains 6253 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120915 members 
Mstep: Class 14 contains 41130 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158021 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180680 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017840.000000 Penalty: 82566.710938
Iteration 259Q: 25 clusters Score -1.470178e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 38593 members 
Mstep: Class 3 contains 80639 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171111 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94150 members 
Mstep: Class 8 contains 5193 members 
Mstep: Class 9 contains 22746 members 
Mstep: Class 10 contains 6246 members 
Mstep: Class 11 contains 9663 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120914 members 
Mstep: Class 14 contains 41130 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 158018 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180677 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017840.000000 Penalty: 82566.710938
Iteration 260F: 25 clusters Score -1.470178e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79039 members 
Mstep: Class 2 contains 38591 members 
Mstep: Class 3 contains 80658 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171108 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94147 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 22745 members 
Mstep: Class 10 contains 6235 members 
Mstep: Class 11 contains 9662 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120914 members 
Mstep: Class 14 contains 41128 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158022 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180668 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 261Q: 25 clusters Score -1.470179e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 38591 members 
Mstep: Class 3 contains 80675 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171106 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94144 members 
Mstep: Class 8 contains 5187 members 
Mstep: Class 9 contains 22745 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 9662 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120913 members 
Mstep: Class 14 contains 41127 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158020 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180662 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017968.000000 Penalty: 82566.710938
Iteration 262Q: 25 clusters Score -1.47018e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 38591 members 
Mstep: Class 3 contains 80684 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171108 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94145 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22745 members 
Mstep: Class 10 contains 6224 members 
Mstep: Class 11 contains 9662 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120912 members 
Mstep: Class 14 contains 41129 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158016 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180663 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 263Q: 25 clusters Score -1.470179e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 38592 members 
Mstep: Class 3 contains 80698 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171108 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94141 members 
Mstep: Class 8 contains 5178 members 
Mstep: Class 9 contains 22745 members 
Mstep: Class 10 contains 6214 members 
Mstep: Class 11 contains 9663 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120913 members 
Mstep: Class 14 contains 41128 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158017 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180662 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 264Q: 25 clusters Score -1.470179e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79051 members 
Mstep: Class 2 contains 38592 members 
Mstep: Class 3 contains 80707 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171112 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94141 members 
Mstep: Class 8 contains 5178 members 
Mstep: Class 9 contains 22744 members 
Mstep: Class 10 contains 6210 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120910 members 
Mstep: Class 14 contains 41125 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 158016 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180659 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 265Q: 25 clusters Score -1.470179e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79054 members 
Mstep: Class 2 contains 38591 members 
Mstep: Class 3 contains 80725 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171112 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94139 members 
Mstep: Class 8 contains 5177 members 
Mstep: Class 9 contains 22742 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120908 members 
Mstep: Class 14 contains 41124 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 158012 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180658 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017936.000000 Penalty: 82566.710938
Iteration 266Q: 25 clusters Score -1.470179e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 38589 members 
Mstep: Class 3 contains 80748 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171106 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94133 members 
Mstep: Class 8 contains 5178 members 
Mstep: Class 9 contains 22741 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120909 members 
Mstep: Class 14 contains 41121 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158016 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180660 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017984.000000 Penalty: 82566.710938
Iteration 267Q: 25 clusters Score -1.47018e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79054 members 
Mstep: Class 2 contains 38586 members 
Mstep: Class 3 contains 80773 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171108 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94131 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22740 members 
Mstep: Class 10 contains 6172 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120903 members 
Mstep: Class 14 contains 41118 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158016 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180659 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018032.000000 Penalty: 82566.710938
Iteration 268Q: 25 clusters Score -1.47018e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79058 members 
Mstep: Class 2 contains 38587 members 
Mstep: Class 3 contains 80797 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171105 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94135 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22737 members 
Mstep: Class 10 contains 6157 members 
Mstep: Class 11 contains 9670 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120895 members 
Mstep: Class 14 contains 41117 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158013 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180656 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017984.000000 Penalty: 82566.710938
Iteration 269Q: 25 clusters Score -1.47018e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 38585 members 
Mstep: Class 3 contains 80833 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171106 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94137 members 
Mstep: Class 8 contains 5182 members 
Mstep: Class 9 contains 22732 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 9671 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120889 members 
Mstep: Class 14 contains 41114 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158015 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180651 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017984.000000 Penalty: 82566.710938
Iteration 270Q: 25 clusters Score -1.47018e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 38575 members 
Mstep: Class 3 contains 80859 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94138 members 
Mstep: Class 8 contains 5182 members 
Mstep: Class 9 contains 22730 members 
Mstep: Class 10 contains 6109 members 
Mstep: Class 11 contains 9671 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120890 members 
Mstep: Class 14 contains 41112 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158018 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180646 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017984.000000 Penalty: 82566.710938
Iteration 271Q: 25 clusters Score -1.47018e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 38565 members 
Mstep: Class 3 contains 80877 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 171111 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94139 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 11 contains 9671 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120891 members 
Mstep: Class 14 contains 41108 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158020 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180644 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017984.000000 Penalty: 82566.710938
Iteration 272Q: 25 clusters Score -1.47018e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 38564 members 
Mstep: Class 3 contains 80892 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94140 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22725 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120893 members 
Mstep: Class 14 contains 41106 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 158020 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180640 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018064.000000 Penalty: 82566.710938
Iteration 273Q: 25 clusters Score -1.470181e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 38561 members 
Mstep: Class 3 contains 80911 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171106 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22723 members 
Mstep: Class 10 contains 6072 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120890 members 
Mstep: Class 14 contains 41106 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 158022 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180635 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017984.000000 Penalty: 82566.710938
Iteration 274Q: 25 clusters Score -1.47018e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 38558 members 
Mstep: Class 3 contains 80917 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171107 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94145 members 
Mstep: Class 8 contains 5182 members 
Mstep: Class 9 contains 22722 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120887 members 
Mstep: Class 14 contains 41106 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 158022 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180635 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017968.000000 Penalty: 82566.710938
Iteration 275Q: 25 clusters Score -1.47018e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 38557 members 
Mstep: Class 3 contains 80927 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171109 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94143 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22720 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 9671 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120888 members 
Mstep: Class 14 contains 41105 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 158026 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180635 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017888.000000 Penalty: 82566.710938
Iteration 276Q: 25 clusters Score -1.470179e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 38557 members 
Mstep: Class 3 contains 80941 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94146 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22716 members 
Mstep: Class 10 contains 6040 members 
Mstep: Class 11 contains 9671 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120886 members 
Mstep: Class 14 contains 41104 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 158028 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180636 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017856.000000 Penalty: 82566.710938
Iteration 277Q: 25 clusters Score -1.470179e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 38557 members 
Mstep: Class 3 contains 80959 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171103 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94148 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22712 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 9670 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120883 members 
Mstep: Class 14 contains 41104 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158029 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180636 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017856.000000 Penalty: 82566.710938
Iteration 278Q: 25 clusters Score -1.470179e+08 nChanged 32
Entering ConstructFrom: 
Score: -147017856.000000 Penalty: 82566.710938
Entering ConstructFrom: 
Trying to split cluster 1 (79086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Entering Unmasked Estep 
Score: -11265660.000000 Penalty: 2797.016113
	Iteration 0F: 2 clusters Score -1.126566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -11212556.000000 Penalty: 5594.032227
	Iteration 0F: 3 clusters Score -1.121256e+07 nChanged 37143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -11233828.000000 Penalty: 5594.032227
	Iteration 1F: 3 clusters Score -1.123383e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -11234724.000000 Penalty: 5594.032227
	Iteration 2Q: 3 clusters Score -1.123472e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -11235801.000000 Penalty: 5594.032227
	Iteration 3Q: 3 clusters Score -1.12358e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -11237416.000000 Penalty: 5594.032227
	Iteration 4Q: 3 clusters Score -1.123742e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -11239768.000000 Penalty: 5594.032227
	Iteration 5F: 3 clusters Score -1.123977e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -11243159.000000 Penalty: 5594.032227
	Iteration 6F: 3 clusters Score -1.124316e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -11247314.000000 Penalty: 5594.032227
	Iteration 7F: 3 clusters Score -1.124731e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -11251410.000000 Penalty: 5594.032227
	Iteration 8F: 3 clusters Score -1.125141e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -11254243.000000 Penalty: 5594.032227
	Iteration 9F: 3 clusters Score -1.125424e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -11255562.000000 Penalty: 5594.032227
	Iteration 10Q: 3 clusters Score -1.125556e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -11256093.000000 Penalty: 5594.032227
	Iteration 11Q: 3 clusters Score -1.125609e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -11256513.000000 Penalty: 5594.032227
	Iteration 12Q: 3 clusters Score -1.125651e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -11256944.000000 Penalty: 5594.032227
	Iteration 13Q: 3 clusters Score -1.125694e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -11257332.000000 Penalty: 5594.032227
	Iteration 14Q: 3 clusters Score -1.125733e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -11257810.000000 Penalty: 5594.032227
	Iteration 15Q: 3 clusters Score -1.125781e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -11258227.000000 Penalty: 5594.032227
	Iteration 16Q: 3 clusters Score -1.125823e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -11258706.000000 Penalty: 5594.032227
	Iteration 17Q: 3 clusters Score -1.125871e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -11259124.000000 Penalty: 5594.032227
	Iteration 18Q: 3 clusters Score -1.125912e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -11259457.000000 Penalty: 5594.032227
	Iteration 19Q: 3 clusters Score -1.125946e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -11259803.000000 Penalty: 5594.032227
	Iteration 20F: 3 clusters Score -1.12598e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -11260155.000000 Penalty: 5594.032227
	Iteration 21Q: 3 clusters Score -1.126016e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -11260478.000000 Penalty: 5594.032227
	Iteration 22Q: 3 clusters Score -1.126048e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -11260815.000000 Penalty: 5594.032227
	Iteration 23Q: 3 clusters Score -1.126082e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -11261117.000000 Penalty: 5594.032227
	Iteration 24Q: 3 clusters Score -1.126112e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -11261395.000000 Penalty: 5594.032227
	Iteration 25Q: 3 clusters Score -1.12614e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -11261634.000000 Penalty: 5594.032227
	Iteration 26Q: 3 clusters Score -1.126163e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -11261855.000000 Penalty: 5594.032227
	Iteration 27Q: 3 clusters Score -1.126186e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -11262014.000000 Penalty: 5594.032227
	Iteration 28Q: 3 clusters Score -1.126201e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -11262200.000000 Penalty: 5594.032227
	Iteration 29Q: 3 clusters Score -1.12622e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -11262371.000000 Penalty: 5594.032227
	Iteration 30Q: 3 clusters Score -1.126237e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -11262472.000000 Penalty: 5594.032227
	Iteration 31Q: 3 clusters Score -1.126247e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -11262633.000000 Penalty: 5594.032227
	Iteration 32Q: 3 clusters Score -1.126263e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -11262701.000000 Penalty: 5594.032227
	Iteration 33Q: 3 clusters Score -1.12627e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -11262785.000000 Penalty: 5594.032227
	Iteration 34Q: 3 clusters Score -1.126278e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -11262886.000000 Penalty: 5594.032227
	Iteration 35Q: 3 clusters Score -1.126289e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -11262923.000000 Penalty: 5594.032227
	Iteration 36Q: 3 clusters Score -1.126292e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -11262989.000000 Penalty: 5594.032227
	Iteration 37Q: 3 clusters Score -1.126299e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -11263050.000000 Penalty: 5594.032227
	Iteration 38Q: 3 clusters Score -1.126305e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -11263080.000000 Penalty: 5594.032227
	Iteration 39Q: 3 clusters Score -1.126308e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -11263110.000000 Penalty: 5594.032227
	Iteration 40F: 3 clusters Score -1.126311e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -11263126.000000 Penalty: 5594.032227
	Iteration 41Q: 3 clusters Score -1.126313e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -11263168.000000 Penalty: 5594.032227
	Iteration 42Q: 3 clusters Score -1.126317e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11263152.000000 Penalty: 5594.032227
	Iteration 43Q: 3 clusters Score -1.126315e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -11263177.000000 Penalty: 5594.032227
	Iteration 44Q: 3 clusters Score -1.126318e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -11263214.000000 Penalty: 5594.032227
	Iteration 45Q: 3 clusters Score -1.126321e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -11263251.000000 Penalty: 5594.032227
	Iteration 46Q: 3 clusters Score -1.126325e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -11263276.000000 Penalty: 5594.032227
	Iteration 47Q: 3 clusters Score -1.126328e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -11263299.000000 Penalty: 5594.032227
	Iteration 48Q: 3 clusters Score -1.12633e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -11263324.000000 Penalty: 5594.032227
	Iteration 49Q: 3 clusters Score -1.126332e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -11263353.000000 Penalty: 5594.032227
	Iteration 50Q: 3 clusters Score -1.126335e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -11263369.000000 Penalty: 5594.032227
	Iteration 51Q: 3 clusters Score -1.126337e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -11263381.000000 Penalty: 5594.032227
	Iteration 52Q: 3 clusters Score -1.126338e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11263395.000000 Penalty: 5594.032227
	Iteration 53Q: 3 clusters Score -1.12634e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -11263407.000000 Penalty: 5594.032227
	Iteration 54Q: 3 clusters Score -1.126341e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -11263414.000000 Penalty: 5594.032227
	Iteration 55Q: 3 clusters Score -1.126341e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -11263432.000000 Penalty: 5594.032227
	Iteration 56Q: 3 clusters Score -1.126343e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11263463.000000 Penalty: 5594.032227
	Iteration 57Q: 3 clusters Score -1.126346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11263471.000000 Penalty: 5594.032227
	Iteration 58Q: 3 clusters Score -1.126347e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11263473.000000 Penalty: 5594.032227
	Iteration 59Q: 3 clusters Score -1.126347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11263473.000000 Penalty: 5594.032227
	Iteration 60F: 3 clusters Score -1.126347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11263477.000000 Penalty: 5594.032227
	Iteration 61Q: 3 clusters Score -1.126348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -11263480.000000 Penalty: 5594.032227
	Iteration 62Q: 3 clusters Score -1.126348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -11263480.000000 Penalty: 5594.032227
	Iteration 63Q: 3 clusters Score -1.126348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11263485.000000 Penalty: 5594.032227
	Iteration 64Q: 3 clusters Score -1.126348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11263480.000000 Penalty: 5594.032227
	Iteration 65Q: 3 clusters Score -1.126348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11263484.000000 Penalty: 5594.032227
	Iteration 66Q: 3 clusters Score -1.126348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -11263485.000000 Penalty: 5594.032227
	Iteration 67Q: 3 clusters Score -1.126348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11263482.000000 Penalty: 5594.032227
	Iteration 68Q: 3 clusters Score -1.126348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77732 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11263489.000000 Penalty: 5594.032227
	Iteration 69Q: 3 clusters Score -1.126349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77740 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -11263487.000000 Penalty: 5594.032227
	Iteration 70Q: 3 clusters Score -1.126349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -11263495.000000 Penalty: 5594.032227
	Iteration 71Q: 3 clusters Score -1.12635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -11263495.000000 Penalty: 5594.032227
	Iteration 72Q: 3 clusters Score -1.12635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11263507.000000 Penalty: 5594.032227
	Iteration 73Q: 3 clusters Score -1.126351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -11263515.000000 Penalty: 5594.032227
	Iteration 74Q: 3 clusters Score -1.126352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11263504.000000 Penalty: 5594.032227
	Iteration 75Q: 3 clusters Score -1.12635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11263498.000000 Penalty: 5594.032227
	Iteration 76Q: 3 clusters Score -1.12635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -11263500.000000 Penalty: 5594.032227
	Iteration 77Q: 3 clusters Score -1.12635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11263502.000000 Penalty: 5594.032227
	Iteration 78Q: 3 clusters Score -1.12635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -11263508.000000 Penalty: 5594.032227
	Iteration 79Q: 3 clusters Score -1.126351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -11263505.000000 Penalty: 5594.032227
	Iteration 80F: 3 clusters Score -1.12635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77809 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11263505.000000 Penalty: 5594.032227
	Iteration 81Q: 3 clusters Score -1.12635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -11263502.000000 Penalty: 5594.032227
	Iteration 82Q: 3 clusters Score -1.12635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -11263502.000000 Penalty: 5594.032227
	Iteration 83F: 3 clusters Score -1.12635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Entering Unmasked Estep 
Score: -5508192.000000 Penalty: 2618.853271
	Iteration 0F: 2 clusters Score -5508192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -5481870.500000 Penalty: 5237.706543
	Iteration 0F: 3 clusters Score -5481870 nChanged 17756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5491599.500000 Penalty: 5237.706543
	Iteration 1F: 3 clusters Score -5491600 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -5492109.000000 Penalty: 5237.706543
	Iteration 2Q: 3 clusters Score -5492109 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -5492556.500000 Penalty: 5237.706543
	Iteration 3Q: 3 clusters Score -5492556 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -5493056.500000 Penalty: 5237.706543
	Iteration 4Q: 3 clusters Score -5493056 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -5493807.500000 Penalty: 5237.706543
	Iteration 5Q: 3 clusters Score -5493808 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -5494807.500000 Penalty: 5237.706543
	Iteration 6Q: 3 clusters Score -5494808 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -5496245.000000 Penalty: 5237.706543
	Iteration 7F: 3 clusters Score -5496245 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -5498066.500000 Penalty: 5237.706543
	Iteration 8F: 3 clusters Score -5498066 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -5500117.000000 Penalty: 5237.706543
	Iteration 9F: 3 clusters Score -5500117 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -5501908.500000 Penalty: 5237.706543
	Iteration 10F: 3 clusters Score -5501908 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -5503175.000000 Penalty: 5237.706543
	Iteration 11Q: 3 clusters Score -5503175 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5503988.500000 Penalty: 5237.706543
	Iteration 12Q: 3 clusters Score -5503988 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5504484.500000 Penalty: 5237.706543
	Iteration 13Q: 3 clusters Score -5504484 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5504844.000000 Penalty: 5237.706543
	Iteration 14Q: 3 clusters Score -5504844 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5505121.000000 Penalty: 5237.706543
	Iteration 15Q: 3 clusters Score -5505121 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5505334.000000 Penalty: 5237.706543
	Iteration 16Q: 3 clusters Score -5505334 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5505494.500000 Penalty: 5237.706543
	Iteration 17Q: 3 clusters Score -5505494 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5505581.500000 Penalty: 5237.706543
	Iteration 18Q: 3 clusters Score -5505582 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5505664.000000 Penalty: 5237.706543
	Iteration 19Q: 3 clusters Score -5505664 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5505741.000000 Penalty: 5237.706543
	Iteration 20F: 3 clusters Score -5505741 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5505778.000000 Penalty: 5237.706543
	Iteration 21Q: 3 clusters Score -5505778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5505819.500000 Penalty: 5237.706543
	Iteration 22Q: 3 clusters Score -5505820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5505855.500000 Penalty: 5237.706543
	Iteration 23Q: 3 clusters Score -5505856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5505866.500000 Penalty: 5237.706543
	Iteration 24Q: 3 clusters Score -5505866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5505881.500000 Penalty: 5237.706543
	Iteration 25Q: 3 clusters Score -5505882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5505898.500000 Penalty: 5237.706543
	Iteration 26Q: 3 clusters Score -5505898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5505901.000000 Penalty: 5237.706543
	Iteration 27Q: 3 clusters Score -5505901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5505916.500000 Penalty: 5237.706543
	Iteration 28Q: 3 clusters Score -5505916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5505935.500000 Penalty: 5237.706543
	Iteration 29Q: 3 clusters Score -5505936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5505943.500000 Penalty: 5237.706543
	Iteration 30Q: 3 clusters Score -5505944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5505952.000000 Penalty: 5237.706543
	Iteration 31Q: 3 clusters Score -5505952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5505952.000000 Penalty: 5237.706543
	Iteration 32F: 3 clusters Score -5505952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (80971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Entering Unmasked Estep 
Score: -11509225.000000 Penalty: 2802.857910
	Iteration 0F: 2 clusters Score -1.150922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -11455025.000000 Penalty: 5605.715820
	Iteration 0F: 3 clusters Score -1.145502e+07 nChanged 37880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -11476539.000000 Penalty: 5605.715820
	Iteration 1F: 3 clusters Score -1.147654e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -11477249.000000 Penalty: 5605.715820
	Iteration 2Q: 3 clusters Score -1.147725e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -11477952.000000 Penalty: 5605.715820
	Iteration 3Q: 3 clusters Score -1.147795e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -11478618.000000 Penalty: 5605.715820
	Iteration 4Q: 3 clusters Score -1.147862e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -11479544.000000 Penalty: 5605.715820
	Iteration 5Q: 3 clusters Score -1.147954e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -11480766.000000 Penalty: 5605.715820
	Iteration 6Q: 3 clusters Score -1.148077e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -11482602.000000 Penalty: 5605.715820
	Iteration 7Q: 3 clusters Score -1.14826e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -11485383.000000 Penalty: 5605.715820
	Iteration 8F: 3 clusters Score -1.148538e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -11488978.000000 Penalty: 5605.715820
	Iteration 9F: 3 clusters Score -1.148898e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -11493472.000000 Penalty: 5605.715820
	Iteration 10F: 3 clusters Score -1.149347e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 71252 members 
Entering Unmasked Estep 
Score: -11498261.000000 Penalty: 5605.715820
	Iteration 11F: 3 clusters Score -1.149826e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -11502019.000000 Penalty: 5605.715820
	Iteration 12F: 3 clusters Score -1.150202e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -11504346.000000 Penalty: 5605.715820
	Iteration 13Q: 3 clusters Score -1.150435e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 79308 members 
Entering Unmasked Estep 
Score: -11505528.000000 Penalty: 5605.715820
	Iteration 14Q: 3 clusters Score -1.150553e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -11506169.000000 Penalty: 5605.715820
	Iteration 15Q: 3 clusters Score -1.150617e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -11506467.000000 Penalty: 5605.715820
	Iteration 16Q: 3 clusters Score -1.150647e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -11506601.000000 Penalty: 5605.715820
	Iteration 17Q: 3 clusters Score -1.15066e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -11506682.000000 Penalty: 5605.715820
	Iteration 18Q: 3 clusters Score -1.150668e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -11506745.000000 Penalty: 5605.715820
	Iteration 19Q: 3 clusters Score -1.150674e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 80406 members 
Entering Unmasked Estep 
Score: -11506797.000000 Penalty: 5605.715820
	Iteration 20F: 3 clusters Score -1.15068e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -11506838.000000 Penalty: 5605.715820
	Iteration 21Q: 3 clusters Score -1.150684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -11506855.000000 Penalty: 5605.715820
	Iteration 22Q: 3 clusters Score -1.150686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -11506873.000000 Penalty: 5605.715820
	Iteration 23Q: 3 clusters Score -1.150687e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -11506892.000000 Penalty: 5605.715820
	Iteration 24Q: 3 clusters Score -1.150689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -11506908.000000 Penalty: 5605.715820
	Iteration 25Q: 3 clusters Score -1.150691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -11506915.000000 Penalty: 5605.715820
	Iteration 26Q: 3 clusters Score -1.150692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -11506934.000000 Penalty: 5605.715820
	Iteration 27Q: 3 clusters Score -1.150693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 80440 members 
Entering Unmasked Estep 
Score: -11506949.000000 Penalty: 5605.715820
	Iteration 28Q: 3 clusters Score -1.150695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -11506954.000000 Penalty: 5605.715820
	Iteration 29Q: 3 clusters Score -1.150695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -11506952.000000 Penalty: 5605.715820
	Iteration 30Q: 3 clusters Score -1.150695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -11506955.000000 Penalty: 5605.715820
	Iteration 31Q: 3 clusters Score -1.150696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -11506959.000000 Penalty: 5605.715820
	Iteration 32Q: 3 clusters Score -1.150696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -11506966.000000 Penalty: 5605.715820
	Iteration 33Q: 3 clusters Score -1.150697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -11506966.000000 Penalty: 5605.715820
	Iteration 34Q: 3 clusters Score -1.150697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -11506966.000000 Penalty: 5605.715820
	Iteration 35F: 3 clusters Score -1.150697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -134713.343750 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -134713.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -132804.187500 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -132804.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -133066.953125 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -133067 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -133135.640625 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -133135.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -133167.750000 Penalty: 3405.481934
	Iteration 3Q: 3 clusters Score -133167.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -133188.359375 Penalty: 3405.481934
	Iteration 4Q: 3 clusters Score -133188.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -133198.453125 Penalty: 3405.481934
	Iteration 5Q: 3 clusters Score -133198.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -133207.015625 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -133207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -133213.562500 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -133213.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -133216.906250 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -133216.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -133223.187500 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -133223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -133226.093750 Penalty: 3405.481934
	Iteration 10Q: 3 clusters Score -133226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -133226.093750 Penalty: 3405.481934
	Iteration 11F: 3 clusters Score -133226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171101 members 
Entering Unmasked Estep 
Score: -23989274.000000 Penalty: 2988.402344
	Iteration 0F: 2 clusters Score -2.398927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85446 members 
Mstep: Class 2 contains 85655 members 
Entering Unmasked Estep 
Score: -23882892.000000 Penalty: 5976.804688
	Iteration 0F: 3 clusters Score -2.388289e+07 nChanged 82324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84676 members 
Mstep: Class 2 contains 86425 members 
Entering Unmasked Estep 
Score: -23930134.000000 Penalty: 5976.804688
	Iteration 1F: 3 clusters Score -2.393013e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83898 members 
Mstep: Class 2 contains 87203 members 
Entering Unmasked Estep 
Score: -23930978.000000 Penalty: 5976.804688
	Iteration 2Q: 3 clusters Score -2.393098e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 88312 members 
Entering Unmasked Estep 
Score: -23932068.000000 Penalty: 5976.804688
	Iteration 3Q: 3 clusters Score -2.393207e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81172 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -23933192.000000 Penalty: 5976.804688
	Iteration 4Q: 3 clusters Score -2.393319e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78786 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -23934620.000000 Penalty: 5976.804688
	Iteration 5Q: 3 clusters Score -2.393462e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 95567 members 
Entering Unmasked Estep 
Score: -23937006.000000 Penalty: 5976.804688
	Iteration 6Q: 3 clusters Score -2.393701e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -23940192.000000 Penalty: 5976.804688
	Iteration 7Q: 3 clusters Score -2.394019e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -23944888.000000 Penalty: 5976.804688
	Iteration 8Q: 3 clusters Score -2.394489e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 112935 members 
Entering Unmasked Estep 
Score: -23951036.000000 Penalty: 5976.804688
	Iteration 9F: 3 clusters Score -2.395104e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 121044 members 
Entering Unmasked Estep 
Score: -23957908.000000 Penalty: 5976.804688
	Iteration 10F: 3 clusters Score -2.395791e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 129789 members 
Entering Unmasked Estep 
Score: -23965180.000000 Penalty: 5976.804688
	Iteration 11F: 3 clusters Score -2.396518e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 138260 members 
Entering Unmasked Estep 
Score: -23971640.000000 Penalty: 5976.804688
	Iteration 12F: 3 clusters Score -2.397164e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 146088 members 
Entering Unmasked Estep 
Score: -23977322.000000 Penalty: 5976.804688
	Iteration 13Q: 3 clusters Score -2.397732e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 152784 members 
Entering Unmasked Estep 
Score: -23981326.000000 Penalty: 5976.804688
	Iteration 14Q: 3 clusters Score -2.398133e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 157956 members 
Entering Unmasked Estep 
Score: -23983294.000000 Penalty: 5976.804688
	Iteration 15Q: 3 clusters Score -2.398329e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 161678 members 
Entering Unmasked Estep 
Score: -23984418.000000 Penalty: 5976.804688
	Iteration 16Q: 3 clusters Score -2.398442e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 164319 members 
Entering Unmasked Estep 
Score: -23985210.000000 Penalty: 5976.804688
	Iteration 17Q: 3 clusters Score -2.398521e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 166080 members 
Entering Unmasked Estep 
Score: -23985790.000000 Penalty: 5976.804688
	Iteration 18Q: 3 clusters Score -2.398579e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 167255 members 
Entering Unmasked Estep 
Score: -23986174.000000 Penalty: 5976.804688
	Iteration 19Q: 3 clusters Score -2.398617e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 168038 members 
Entering Unmasked Estep 
Score: -23986424.000000 Penalty: 5976.804688
	Iteration 20F: 3 clusters Score -2.398642e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 168530 members 
Entering Unmasked Estep 
Score: -23986566.000000 Penalty: 5976.804688
	Iteration 21Q: 3 clusters Score -2.398657e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 168881 members 
Entering Unmasked Estep 
Score: -23986668.000000 Penalty: 5976.804688
	Iteration 22Q: 3 clusters Score -2.398667e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 169151 members 
Entering Unmasked Estep 
Score: -23986762.000000 Penalty: 5976.804688
	Iteration 23Q: 3 clusters Score -2.398676e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 169315 members 
Entering Unmasked Estep 
Score: -23986766.000000 Penalty: 5976.804688
	Iteration 24Q: 3 clusters Score -2.398677e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 169438 members 
Entering Unmasked Estep 
Score: -23986776.000000 Penalty: 5976.804688
	Iteration 25Q: 3 clusters Score -2.398678e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 169537 members 
Entering Unmasked Estep 
Score: -23986866.000000 Penalty: 5976.804688
	Iteration 26Q: 3 clusters Score -2.398687e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 169607 members 
Entering Unmasked Estep 
Score: -23986854.000000 Penalty: 5976.804688
	Iteration 27Q: 3 clusters Score -2.398685e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 169665 members 
Entering Unmasked Estep 
Score: -23986860.000000 Penalty: 5976.804688
	Iteration 28Q: 3 clusters Score -2.398686e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -23986886.000000 Penalty: 5976.804688
	Iteration 29Q: 3 clusters Score -2.398689e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 169759 members 
Entering Unmasked Estep 
Score: -23986898.000000 Penalty: 5976.804688
	Iteration 30Q: 3 clusters Score -2.39869e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 169785 members 
Entering Unmasked Estep 
Score: -23986910.000000 Penalty: 5976.804688
	Iteration 31Q: 3 clusters Score -2.398691e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 169812 members 
Entering Unmasked Estep 
Score: -23986904.000000 Penalty: 5976.804688
	Iteration 32Q: 3 clusters Score -2.39869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 169823 members 
Entering Unmasked Estep 
Score: -23986900.000000 Penalty: 5976.804688
	Iteration 33Q: 3 clusters Score -2.39869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 169835 members 
Entering Unmasked Estep 
Score: -23986898.000000 Penalty: 5976.804688
	Iteration 34Q: 3 clusters Score -2.39869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 169849 members 
Entering Unmasked Estep 
Score: -23986896.000000 Penalty: 5976.804688
	Iteration 35Q: 3 clusters Score -2.39869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 169853 members 
Entering Unmasked Estep 
Score: -23986882.000000 Penalty: 5976.804688
	Iteration 36Q: 3 clusters Score -2.398688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 169862 members 
Entering Unmasked Estep 
Score: -23986892.000000 Penalty: 5976.804688
	Iteration 37Q: 3 clusters Score -2.398689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 169864 members 
Entering Unmasked Estep 
Score: -23986900.000000 Penalty: 5976.804688
	Iteration 38Q: 3 clusters Score -2.39869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 169864 members 
Entering Unmasked Estep 
Score: -23986900.000000 Penalty: 5976.804688
	Iteration 39Q: 3 clusters Score -2.39869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 169863 members 
Entering Unmasked Estep 
Score: -23986886.000000 Penalty: 5976.804688
	Iteration 40F: 3 clusters Score -2.398689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 169862 members 
Entering Unmasked Estep 
Score: -23986902.000000 Penalty: 5976.804688
	Iteration 41Q: 3 clusters Score -2.39869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 169865 members 
Entering Unmasked Estep 
Score: -23986886.000000 Penalty: 5976.804688
	Iteration 42Q: 3 clusters Score -2.398689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 169878 members 
Entering Unmasked Estep 
Score: -23986894.000000 Penalty: 5976.804688
	Iteration 43Q: 3 clusters Score -2.398689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 169887 members 
Entering Unmasked Estep 
Score: -23986916.000000 Penalty: 5976.804688
	Iteration 44Q: 3 clusters Score -2.398692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 169898 members 
Entering Unmasked Estep 
Score: -23986902.000000 Penalty: 5976.804688
	Iteration 45Q: 3 clusters Score -2.39869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 169907 members 
Entering Unmasked Estep 
Score: -23986914.000000 Penalty: 5976.804688
	Iteration 46Q: 3 clusters Score -2.398691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 169919 members 
Entering Unmasked Estep 
Score: -23986922.000000 Penalty: 5976.804688
	Iteration 47Q: 3 clusters Score -2.398692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 169927 members 
Entering Unmasked Estep 
Score: -23986932.000000 Penalty: 5976.804688
	Iteration 48Q: 3 clusters Score -2.398693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 169934 members 
Entering Unmasked Estep 
Score: -23986926.000000 Penalty: 5976.804688
	Iteration 49Q: 3 clusters Score -2.398693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 169942 members 
Entering Unmasked Estep 
Score: -23986940.000000 Penalty: 5976.804688
	Iteration 50Q: 3 clusters Score -2.398694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 169947 members 
Entering Unmasked Estep 
Score: -23986938.000000 Penalty: 5976.804688
	Iteration 51Q: 3 clusters Score -2.398694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 169947 members 
Entering Unmasked Estep 
Score: -23986950.000000 Penalty: 5976.804688
	Iteration 52Q: 3 clusters Score -2.398695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 169949 members 
Entering Unmasked Estep 
Score: -23986972.000000 Penalty: 5976.804688
	Iteration 53Q: 3 clusters Score -2.398697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -23986942.000000 Penalty: 5976.804688
	Iteration 54Q: 3 clusters Score -2.398694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 169964 members 
Entering Unmasked Estep 
Score: -23986940.000000 Penalty: 5976.804688
	Iteration 55Q: 3 clusters Score -2.398694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 169969 members 
Entering Unmasked Estep 
Score: -23986958.000000 Penalty: 5976.804688
	Iteration 56Q: 3 clusters Score -2.398696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 169973 members 
Entering Unmasked Estep 
Score: -23986946.000000 Penalty: 5976.804688
	Iteration 57Q: 3 clusters Score -2.398695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 169972 members 
Entering Unmasked Estep 
Score: -23986958.000000 Penalty: 5976.804688
	Iteration 58Q: 3 clusters Score -2.398696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 169974 members 
Entering Unmasked Estep 
Score: -23986976.000000 Penalty: 5976.804688
	Iteration 59Q: 3 clusters Score -2.398698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 169976 members 
Entering Unmasked Estep 
Score: -23986978.000000 Penalty: 5976.804688
	Iteration 60F: 3 clusters Score -2.398698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 169978 members 
Entering Unmasked Estep 
Score: -23986976.000000 Penalty: 5976.804688
	Iteration 61Q: 3 clusters Score -2.398698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 169980 members 
Entering Unmasked Estep 
Score: -23986970.000000 Penalty: 5976.804688
	Iteration 62Q: 3 clusters Score -2.398697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 169981 members 
Entering Unmasked Estep 
Score: -23986964.000000 Penalty: 5976.804688
	Iteration 63Q: 3 clusters Score -2.398696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 169985 members 
Entering Unmasked Estep 
Score: -23986970.000000 Penalty: 5976.804688
	Iteration 64Q: 3 clusters Score -2.398697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -23986976.000000 Penalty: 5976.804688
	Iteration 65Q: 3 clusters Score -2.398698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -23986976.000000 Penalty: 5976.804688
	Iteration 66F: 3 clusters Score -2.398698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -53004.773438 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -53004.77 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 213 members 
Entering Unmasked Estep 
Score: -51612.554688 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -51612.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51785.937500 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -51785.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51882.800781 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -51882.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51957.136719 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -51957.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51964.433594 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -51964.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51977.250000 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -51977.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51999.320312 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -51999.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52006.808594 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -52006.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52011.699219 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -52011.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52011.699219 Penalty: 2995.966309
	Iteration 9F: 3 clusters Score -52011.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Entering Unmasked Estep 
Score: -13379482.000000 Penalty: 2840.245361
	Iteration 0F: 2 clusters Score -1.337948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -13316623.000000 Penalty: 5680.490723
	Iteration 0F: 3 clusters Score -1.331662e+07 nChanged 44562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -13341984.000000 Penalty: 5680.490723
	Iteration 1F: 3 clusters Score -1.334198e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -13342852.000000 Penalty: 5680.490723
	Iteration 2Q: 3 clusters Score -1.334285e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -13344023.000000 Penalty: 5680.490723
	Iteration 3Q: 3 clusters Score -1.334402e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -13345788.000000 Penalty: 5680.490723
	Iteration 4Q: 3 clusters Score -1.334579e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -13349114.000000 Penalty: 5680.490723
	Iteration 5F: 3 clusters Score -1.334911e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -13354373.000000 Penalty: 5680.490723
	Iteration 6F: 3 clusters Score -1.335437e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -13361313.000000 Penalty: 5680.490723
	Iteration 7F: 3 clusters Score -1.336131e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -13368340.000000 Penalty: 5680.490723
	Iteration 8F: 3 clusters Score -1.336834e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -13372866.000000 Penalty: 5680.490723
	Iteration 9F: 3 clusters Score -1.337287e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 89315 members 
Entering Unmasked Estep 
Score: -13375257.000000 Penalty: 5680.490723
	Iteration 10Q: 3 clusters Score -1.337526e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -13376389.000000 Penalty: 5680.490723
	Iteration 11Q: 3 clusters Score -1.337639e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -13376932.000000 Penalty: 5680.490723
	Iteration 12Q: 3 clusters Score -1.337693e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 91621 members 
Entering Unmasked Estep 
Score: -13377178.000000 Penalty: 5680.490723
	Iteration 13Q: 3 clusters Score -1.337718e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 91880 members 
Entering Unmasked Estep 
Score: -13377280.000000 Penalty: 5680.490723
	Iteration 14Q: 3 clusters Score -1.337728e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 92046 members 
Entering Unmasked Estep 
Score: -13377357.000000 Penalty: 5680.490723
	Iteration 15Q: 3 clusters Score -1.337736e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 92174 members 
Entering Unmasked Estep 
Score: -13377384.000000 Penalty: 5680.490723
	Iteration 16Q: 3 clusters Score -1.337738e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 92270 members 
Entering Unmasked Estep 
Score: -13377409.000000 Penalty: 5680.490723
	Iteration 17Q: 3 clusters Score -1.337741e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -13377420.000000 Penalty: 5680.490723
	Iteration 18Q: 3 clusters Score -1.337742e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 92399 members 
Entering Unmasked Estep 
Score: -13377456.000000 Penalty: 5680.490723
	Iteration 19Q: 3 clusters Score -1.337746e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -13377485.000000 Penalty: 5680.490723
	Iteration 20F: 3 clusters Score -1.337748e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -13377474.000000 Penalty: 5680.490723
	Iteration 21Q: 3 clusters Score -1.337747e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -13377488.000000 Penalty: 5680.490723
	Iteration 22Q: 3 clusters Score -1.337749e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 92594 members 
Entering Unmasked Estep 
Score: -13377482.000000 Penalty: 5680.490723
	Iteration 23Q: 3 clusters Score -1.337748e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 92637 members 
Entering Unmasked Estep 
Score: -13377510.000000 Penalty: 5680.490723
	Iteration 24Q: 3 clusters Score -1.337751e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -13377503.000000 Penalty: 5680.490723
	Iteration 25Q: 3 clusters Score -1.33775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 92676 members 
Entering Unmasked Estep 
Score: -13377507.000000 Penalty: 5680.490723
	Iteration 26Q: 3 clusters Score -1.337751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 92695 members 
Entering Unmasked Estep 
Score: -13377531.000000 Penalty: 5680.490723
	Iteration 27Q: 3 clusters Score -1.337753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 92717 members 
Entering Unmasked Estep 
Score: -13377544.000000 Penalty: 5680.490723
	Iteration 28Q: 3 clusters Score -1.337754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 92737 members 
Entering Unmasked Estep 
Score: -13377542.000000 Penalty: 5680.490723
	Iteration 29Q: 3 clusters Score -1.337754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 92756 members 
Entering Unmasked Estep 
Score: -13377559.000000 Penalty: 5680.490723
	Iteration 30Q: 3 clusters Score -1.337756e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -13377551.000000 Penalty: 5680.490723
	Iteration 31Q: 3 clusters Score -1.337755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -13377566.000000 Penalty: 5680.490723
	Iteration 32Q: 3 clusters Score -1.337757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -13377570.000000 Penalty: 5680.490723
	Iteration 33Q: 3 clusters Score -1.337757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 92807 members 
Entering Unmasked Estep 
Score: -13377580.000000 Penalty: 5680.490723
	Iteration 34Q: 3 clusters Score -1.337758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -13377574.000000 Penalty: 5680.490723
	Iteration 35Q: 3 clusters Score -1.337757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -13377579.000000 Penalty: 5680.490723
	Iteration 36Q: 3 clusters Score -1.337758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -13377571.000000 Penalty: 5680.490723
	Iteration 37Q: 3 clusters Score -1.337757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 92833 members 
Entering Unmasked Estep 
Score: -13377577.000000 Penalty: 5680.490723
	Iteration 38Q: 3 clusters Score -1.337758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 92840 members 
Entering Unmasked Estep 
Score: -13377579.000000 Penalty: 5680.490723
	Iteration 39Q: 3 clusters Score -1.337758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 92842 members 
Entering Unmasked Estep 
Score: -13377579.000000 Penalty: 5680.490723
	Iteration 40F: 3 clusters Score -1.337758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -13377578.000000 Penalty: 5680.490723
	Iteration 41Q: 3 clusters Score -1.337758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 92844 members 
Entering Unmasked Estep 
Score: -13377580.000000 Penalty: 5680.490723
	Iteration 42Q: 3 clusters Score -1.337758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 92846 members 
Entering Unmasked Estep 
Score: -13377572.000000 Penalty: 5680.490723
	Iteration 43Q: 3 clusters Score -1.337757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -13377574.000000 Penalty: 5680.490723
	Iteration 44Q: 3 clusters Score -1.337757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 92850 members 
Entering Unmasked Estep 
Score: -13377561.000000 Penalty: 5680.490723
	Iteration 45Q: 3 clusters Score -1.337756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 92853 members 
Entering Unmasked Estep 
Score: -13377572.000000 Penalty: 5680.490723
	Iteration 46Q: 3 clusters Score -1.337757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 92854 members 
Entering Unmasked Estep 
Score: -13377573.000000 Penalty: 5680.490723
	Iteration 47Q: 3 clusters Score -1.337757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 92854 members 
Entering Unmasked Estep 
Score: -13377573.000000 Penalty: 5680.490723
	Iteration 48F: 3 clusters Score -1.337757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Entering Unmasked Estep 
Score: -742842.687500 Penalty: 2121.082764
	Iteration 0F: 2 clusters Score -742842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -738216.062500 Penalty: 4242.165527
	Iteration 0F: 3 clusters Score -738216.1 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -739303.062500 Penalty: 4242.165527
	Iteration 1F: 3 clusters Score -739303.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -739500.687500 Penalty: 4242.165527
	Iteration 2F: 3 clusters Score -739500.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -739612.875000 Penalty: 4242.165527
	Iteration 3Q: 3 clusters Score -739612.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -739691.562500 Penalty: 4242.165527
	Iteration 4Q: 3 clusters Score -739691.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -739756.562500 Penalty: 4242.165527
	Iteration 5Q: 3 clusters Score -739756.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -739826.562500 Penalty: 4242.165527
	Iteration 6Q: 3 clusters Score -739826.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -739878.562500 Penalty: 4242.165527
	Iteration 7Q: 3 clusters Score -739878.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -739920.500000 Penalty: 4242.165527
	Iteration 8Q: 3 clusters Score -739920.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -739958.500000 Penalty: 4242.165527
	Iteration 9Q: 3 clusters Score -739958.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -739982.500000 Penalty: 4242.165527
	Iteration 10Q: 3 clusters Score -739982.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -740006.812500 Penalty: 4242.165527
	Iteration 11Q: 3 clusters Score -740006.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -740037.812500 Penalty: 4242.165527
	Iteration 12Q: 3 clusters Score -740037.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -740071.750000 Penalty: 4242.165527
	Iteration 13Q: 3 clusters Score -740071.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -740114.625000 Penalty: 4242.165527
	Iteration 14Q: 3 clusters Score -740114.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -740161.375000 Penalty: 4242.165527
	Iteration 15Q: 3 clusters Score -740161.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -740194.750000 Penalty: 4242.165527
	Iteration 16Q: 3 clusters Score -740194.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -740217.312500 Penalty: 4242.165527
	Iteration 17Q: 3 clusters Score -740217.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -740233.187500 Penalty: 4242.165527
	Iteration 18Q: 3 clusters Score -740233.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -740249.062500 Penalty: 4242.165527
	Iteration 19Q: 3 clusters Score -740249.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -740265.687500 Penalty: 4242.165527
	Iteration 20F: 3 clusters Score -740265.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -740278.250000 Penalty: 4242.165527
	Iteration 21Q: 3 clusters Score -740278.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -740294.312500 Penalty: 4242.165527
	Iteration 22Q: 3 clusters Score -740294.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -740309.562500 Penalty: 4242.165527
	Iteration 23Q: 3 clusters Score -740309.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -740323.312500 Penalty: 4242.165527
	Iteration 24Q: 3 clusters Score -740323.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -740343.312500 Penalty: 4242.165527
	Iteration 25Q: 3 clusters Score -740343.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -740368.562500 Penalty: 4242.165527
	Iteration 26Q: 3 clusters Score -740368.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -740390.500000 Penalty: 4242.165527
	Iteration 27Q: 3 clusters Score -740390.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -740414.312500 Penalty: 4242.165527
	Iteration 28Q: 3 clusters Score -740414.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -740434.125000 Penalty: 4242.165527
	Iteration 29Q: 3 clusters Score -740434.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -740454.875000 Penalty: 4242.165527
	Iteration 30Q: 3 clusters Score -740454.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -740473.625000 Penalty: 4242.165527
	Iteration 31Q: 3 clusters Score -740473.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -740496.000000 Penalty: 4242.165527
	Iteration 32Q: 3 clusters Score -740496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -740517.562500 Penalty: 4242.165527
	Iteration 33Q: 3 clusters Score -740517.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -740537.062500 Penalty: 4242.165527
	Iteration 34Q: 3 clusters Score -740537.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -740556.687500 Penalty: 4242.165527
	Iteration 35Q: 3 clusters Score -740556.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -740583.187500 Penalty: 4242.165527
	Iteration 36Q: 3 clusters Score -740583.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -740611.812500 Penalty: 4242.165527
	Iteration 37Q: 3 clusters Score -740611.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -740651.312500 Penalty: 4242.165527
	Iteration 38Q: 3 clusters Score -740651.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -740679.000000 Penalty: 4242.165527
	Iteration 39Q: 3 clusters Score -740679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -740699.875000 Penalty: 4242.165527
	Iteration 40F: 3 clusters Score -740699.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -740725.562500 Penalty: 4242.165527
	Iteration 41Q: 3 clusters Score -740725.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -740748.812500 Penalty: 4242.165527
	Iteration 42Q: 3 clusters Score -740748.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -740759.125000 Penalty: 4242.165527
	Iteration 43Q: 3 clusters Score -740759.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -740774.937500 Penalty: 4242.165527
	Iteration 44Q: 3 clusters Score -740774.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -740784.625000 Penalty: 4242.165527
	Iteration 45Q: 3 clusters Score -740784.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -740791.625000 Penalty: 4242.165527
	Iteration 46Q: 3 clusters Score -740791.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -740803.500000 Penalty: 4242.165527
	Iteration 47Q: 3 clusters Score -740803.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -740813.187500 Penalty: 4242.165527
	Iteration 48Q: 3 clusters Score -740813.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -740821.250000 Penalty: 4242.165527
	Iteration 49Q: 3 clusters Score -740821.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -740829.937500 Penalty: 4242.165527
	Iteration 50Q: 3 clusters Score -740829.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -740837.187500 Penalty: 4242.165527
	Iteration 51Q: 3 clusters Score -740837.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -740855.875000 Penalty: 4242.165527
	Iteration 52Q: 3 clusters Score -740855.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -740868.500000 Penalty: 4242.165527
	Iteration 53Q: 3 clusters Score -740868.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -740879.250000 Penalty: 4242.165527
	Iteration 54Q: 3 clusters Score -740879.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -740891.000000 Penalty: 4242.165527
	Iteration 55Q: 3 clusters Score -740891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -740900.250000 Penalty: 4242.165527
	Iteration 56Q: 3 clusters Score -740900.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -740908.062500 Penalty: 4242.165527
	Iteration 57Q: 3 clusters Score -740908.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -740919.750000 Penalty: 4242.165527
	Iteration 58Q: 3 clusters Score -740919.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -740929.375000 Penalty: 4242.165527
	Iteration 59Q: 3 clusters Score -740929.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -740938.687500 Penalty: 4242.165527
	Iteration 60F: 3 clusters Score -740938.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -740947.687500 Penalty: 4242.165527
	Iteration 61Q: 3 clusters Score -740947.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -740955.625000 Penalty: 4242.165527
	Iteration 62Q: 3 clusters Score -740955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -740959.937500 Penalty: 4242.165527
	Iteration 63Q: 3 clusters Score -740959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -740966.375000 Penalty: 4242.165527
	Iteration 64Q: 3 clusters Score -740966.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -740977.000000 Penalty: 4242.165527
	Iteration 65Q: 3 clusters Score -740977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -740981.750000 Penalty: 4242.165527
	Iteration 66Q: 3 clusters Score -740981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -740984.687500 Penalty: 4242.165527
	Iteration 67Q: 3 clusters Score -740984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -740984.937500 Penalty: 4242.165527
	Iteration 68Q: 3 clusters Score -740984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -740985.312500 Penalty: 4242.165527
	Iteration 69Q: 3 clusters Score -740985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -740985.312500 Penalty: 4242.165527
	Iteration 70F: 3 clusters Score -740985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Entering Unmasked Estep 
Score: -3231542.750000 Penalty: 2487.546387
	Iteration 0F: 2 clusters Score -3231543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3215685.250000 Penalty: 4975.092773
	Iteration 0F: 3 clusters Score -3215685 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3221273.250000 Penalty: 4975.092773
	Iteration 1F: 3 clusters Score -3221273 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3221932.500000 Penalty: 4975.092773
	Iteration 2F: 3 clusters Score -3221932 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3222556.000000 Penalty: 4975.092773
	Iteration 3F: 3 clusters Score -3222556 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3223059.500000 Penalty: 4975.092773
	Iteration 4Q: 3 clusters Score -3223060 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3223571.250000 Penalty: 4975.092773
	Iteration 5Q: 3 clusters Score -3223571 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3224166.000000 Penalty: 4975.092773
	Iteration 6Q: 3 clusters Score -3224166 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3224937.500000 Penalty: 4975.092773
	Iteration 7F: 3 clusters Score -3224938 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3225894.250000 Penalty: 4975.092773
	Iteration 8F: 3 clusters Score -3225894 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3226858.250000 Penalty: 4975.092773
	Iteration 9F: 3 clusters Score -3226858 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3227586.500000 Penalty: 4975.092773
	Iteration 10F: 3 clusters Score -3227586 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3228050.750000 Penalty: 4975.092773
	Iteration 11Q: 3 clusters Score -3228051 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3228342.750000 Penalty: 4975.092773
	Iteration 12Q: 3 clusters Score -3228343 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3228567.500000 Penalty: 4975.092773
	Iteration 13Q: 3 clusters Score -3228568 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3228729.500000 Penalty: 4975.092773
	Iteration 14Q: 3 clusters Score -3228730 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3228871.250000 Penalty: 4975.092773
	Iteration 15Q: 3 clusters Score -3228871 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3228974.000000 Penalty: 4975.092773
	Iteration 16Q: 3 clusters Score -3228974 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -3229075.000000 Penalty: 4975.092773
	Iteration 17Q: 3 clusters Score -3229075 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3229167.250000 Penalty: 4975.092773
	Iteration 18Q: 3 clusters Score -3229167 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3229238.500000 Penalty: 4975.092773
	Iteration 19Q: 3 clusters Score -3229238 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3229305.000000 Penalty: 4975.092773
	Iteration 20F: 3 clusters Score -3229305 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3229347.000000 Penalty: 4975.092773
	Iteration 21Q: 3 clusters Score -3229347 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3229386.750000 Penalty: 4975.092773
	Iteration 22Q: 3 clusters Score -3229387 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3229436.000000 Penalty: 4975.092773
	Iteration 23Q: 3 clusters Score -3229436 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3229478.000000 Penalty: 4975.092773
	Iteration 24Q: 3 clusters Score -3229478 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3229500.000000 Penalty: 4975.092773
	Iteration 25Q: 3 clusters Score -3229500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3229523.250000 Penalty: 4975.092773
	Iteration 26Q: 3 clusters Score -3229523 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3229557.750000 Penalty: 4975.092773
	Iteration 27Q: 3 clusters Score -3229558 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3229585.750000 Penalty: 4975.092773
	Iteration 28Q: 3 clusters Score -3229586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3229601.500000 Penalty: 4975.092773
	Iteration 29Q: 3 clusters Score -3229602 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3229640.750000 Penalty: 4975.092773
	Iteration 30Q: 3 clusters Score -3229641 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3229647.000000 Penalty: 4975.092773
	Iteration 31Q: 3 clusters Score -3229647 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3229671.250000 Penalty: 4975.092773
	Iteration 32Q: 3 clusters Score -3229671 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3229698.250000 Penalty: 4975.092773
	Iteration 33Q: 3 clusters Score -3229698 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3229702.250000 Penalty: 4975.092773
	Iteration 34Q: 3 clusters Score -3229702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3229740.750000 Penalty: 4975.092773
	Iteration 35Q: 3 clusters Score -3229741 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3229763.750000 Penalty: 4975.092773
	Iteration 36Q: 3 clusters Score -3229764 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3229792.500000 Penalty: 4975.092773
	Iteration 37Q: 3 clusters Score -3229792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3229814.000000 Penalty: 4975.092773
	Iteration 38Q: 3 clusters Score -3229814 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3229851.500000 Penalty: 4975.092773
	Iteration 39Q: 3 clusters Score -3229852 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3229865.250000 Penalty: 4975.092773
	Iteration 40F: 3 clusters Score -3229865 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3229876.750000 Penalty: 4975.092773
	Iteration 41Q: 3 clusters Score -3229877 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3229898.000000 Penalty: 4975.092773
	Iteration 42Q: 3 clusters Score -3229898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3229914.750000 Penalty: 4975.092773
	Iteration 43Q: 3 clusters Score -3229915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3229926.250000 Penalty: 4975.092773
	Iteration 44Q: 3 clusters Score -3229926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3229927.500000 Penalty: 4975.092773
	Iteration 45Q: 3 clusters Score -3229928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3229929.000000 Penalty: 4975.092773
	Iteration 46Q: 3 clusters Score -3229929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3229936.750000 Penalty: 4975.092773
	Iteration 47Q: 3 clusters Score -3229937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3229951.500000 Penalty: 4975.092773
	Iteration 48Q: 3 clusters Score -3229952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3229959.500000 Penalty: 4975.092773
	Iteration 49Q: 3 clusters Score -3229960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3229971.250000 Penalty: 4975.092773
	Iteration 50Q: 3 clusters Score -3229971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3229985.000000 Penalty: 4975.092773
	Iteration 51Q: 3 clusters Score -3229985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3229993.250000 Penalty: 4975.092773
	Iteration 52Q: 3 clusters Score -3229993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3229990.250000 Penalty: 4975.092773
	Iteration 53Q: 3 clusters Score -3229990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3230004.500000 Penalty: 4975.092773
	Iteration 54Q: 3 clusters Score -3230004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3230008.750000 Penalty: 4975.092773
	Iteration 55Q: 3 clusters Score -3230009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3230012.250000 Penalty: 4975.092773
	Iteration 56Q: 3 clusters Score -3230012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3230012.750000 Penalty: 4975.092773
	Iteration 57Q: 3 clusters Score -3230013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3230031.500000 Penalty: 4975.092773
	Iteration 58Q: 3 clusters Score -3230032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3230029.500000 Penalty: 4975.092773
	Iteration 59Q: 3 clusters Score -3230030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3230029.500000 Penalty: 4975.092773
	Iteration 60F: 3 clusters Score -3230030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3230038.500000 Penalty: 4975.092773
	Iteration 61Q: 3 clusters Score -3230038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3230037.250000 Penalty: 4975.092773
	Iteration 62Q: 3 clusters Score -3230037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3230042.750000 Penalty: 4975.092773
	Iteration 63Q: 3 clusters Score -3230043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3230046.000000 Penalty: 4975.092773
	Iteration 64Q: 3 clusters Score -3230046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3230051.750000 Penalty: 4975.092773
	Iteration 65Q: 3 clusters Score -3230052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3230051.000000 Penalty: 4975.092773
	Iteration 66Q: 3 clusters Score -3230051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3230052.000000 Penalty: 4975.092773
	Iteration 67Q: 3 clusters Score -3230052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3230051.250000 Penalty: 4975.092773
	Iteration 68Q: 3 clusters Score -3230051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3230050.500000 Penalty: 4975.092773
	Iteration 69Q: 3 clusters Score -3230050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3230053.000000 Penalty: 4975.092773
	Iteration 70Q: 3 clusters Score -3230053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3230054.750000 Penalty: 4975.092773
	Iteration 71Q: 3 clusters Score -3230055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3230054.500000 Penalty: 4975.092773
	Iteration 72Q: 3 clusters Score -3230054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3230049.750000 Penalty: 4975.092773
	Iteration 73Q: 3 clusters Score -3230050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3230052.500000 Penalty: 4975.092773
	Iteration 74Q: 3 clusters Score -3230052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3230057.750000 Penalty: 4975.092773
	Iteration 75Q: 3 clusters Score -3230058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3230051.500000 Penalty: 4975.092773
	Iteration 76Q: 3 clusters Score -3230052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3230057.750000 Penalty: 4975.092773
	Iteration 77Q: 3 clusters Score -3230058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3230057.000000 Penalty: 4975.092773
	Iteration 78Q: 3 clusters Score -3230057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3230059.500000 Penalty: 4975.092773
	Iteration 79Q: 3 clusters Score -3230060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3230064.000000 Penalty: 4975.092773
	Iteration 80F: 3 clusters Score -3230064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3230056.750000 Penalty: 4975.092773
	Iteration 81Q: 3 clusters Score -3230057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3230062.250000 Penalty: 4975.092773
	Iteration 82Q: 3 clusters Score -3230062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3230063.750000 Penalty: 4975.092773
	Iteration 83Q: 3 clusters Score -3230064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3230065.250000 Penalty: 4975.092773
	Iteration 84Q: 3 clusters Score -3230065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3230060.500000 Penalty: 4975.092773
	Iteration 85Q: 3 clusters Score -3230060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3230065.000000 Penalty: 4975.092773
	Iteration 86Q: 3 clusters Score -3230065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3230068.250000 Penalty: 4975.092773
	Iteration 87Q: 3 clusters Score -3230068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3230065.250000 Penalty: 4975.092773
	Iteration 88Q: 3 clusters Score -3230065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3230068.750000 Penalty: 4975.092773
	Iteration 89Q: 3 clusters Score -3230069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3230066.500000 Penalty: 4975.092773
	Iteration 90Q: 3 clusters Score -3230066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3230067.000000 Penalty: 4975.092773
	Iteration 91Q: 3 clusters Score -3230067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3230066.000000 Penalty: 4975.092773
	Iteration 92Q: 3 clusters Score -3230066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3230069.750000 Penalty: 4975.092773
	Iteration 93Q: 3 clusters Score -3230070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3230070.500000 Penalty: 4975.092773
	Iteration 94Q: 3 clusters Score -3230070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3230070.250000 Penalty: 4975.092773
	Iteration 95Q: 3 clusters Score -3230070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3230071.000000 Penalty: 4975.092773
	Iteration 96Q: 3 clusters Score -3230071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3230068.500000 Penalty: 4975.092773
	Iteration 97Q: 3 clusters Score -3230068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3230069.000000 Penalty: 4975.092773
	Iteration 98Q: 3 clusters Score -3230069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3230072.750000 Penalty: 4975.092773
	Iteration 99Q: 3 clusters Score -3230073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3230072.500000 Penalty: 4975.092773
	Iteration 100F: 3 clusters Score -3230072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3230074.750000 Penalty: 4975.092773
	Iteration 101Q: 3 clusters Score -3230075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3230073.750000 Penalty: 4975.092773
	Iteration 102Q: 3 clusters Score -3230074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3230076.750000 Penalty: 4975.092773
	Iteration 103Q: 3 clusters Score -3230077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3230081.000000 Penalty: 4975.092773
	Iteration 104Q: 3 clusters Score -3230081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3230083.250000 Penalty: 4975.092773
	Iteration 105Q: 3 clusters Score -3230083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3230081.250000 Penalty: 4975.092773
	Iteration 106Q: 3 clusters Score -3230081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3230079.000000 Penalty: 4975.092773
	Iteration 107Q: 3 clusters Score -3230079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3230079.000000 Penalty: 4975.092773
	Iteration 108F: 3 clusters Score -3230079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Entering Unmasked Estep 
Score: -866993.125000 Penalty: 2158.716553
	Iteration 0F: 2 clusters Score -866993.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -861801.250000 Penalty: 4317.433105
	Iteration 0F: 3 clusters Score -861801.2 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -863165.875000 Penalty: 4317.433105
	Iteration 1F: 3 clusters Score -863165.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -863389.937500 Penalty: 4317.433105
	Iteration 2F: 3 clusters Score -863389.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -863512.187500 Penalty: 4317.433105
	Iteration 3Q: 3 clusters Score -863512.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -863577.000000 Penalty: 4317.433105
	Iteration 4Q: 3 clusters Score -863577 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -863623.937500 Penalty: 4317.433105
	Iteration 5Q: 3 clusters Score -863623.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -863669.125000 Penalty: 4317.433105
	Iteration 6Q: 3 clusters Score -863669.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -863716.625000 Penalty: 4317.433105
	Iteration 7Q: 3 clusters Score -863716.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -863773.312500 Penalty: 4317.433105
	Iteration 8Q: 3 clusters Score -863773.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -863820.562500 Penalty: 4317.433105
	Iteration 9Q: 3 clusters Score -863820.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -863868.312500 Penalty: 4317.433105
	Iteration 10Q: 3 clusters Score -863868.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -863906.062500 Penalty: 4317.433105
	Iteration 11Q: 3 clusters Score -863906.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -863951.812500 Penalty: 4317.433105
	Iteration 12Q: 3 clusters Score -863951.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -863993.875000 Penalty: 4317.433105
	Iteration 13Q: 3 clusters Score -863993.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -864037.625000 Penalty: 4317.433105
	Iteration 14Q: 3 clusters Score -864037.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -864084.437500 Penalty: 4317.433105
	Iteration 15Q: 3 clusters Score -864084.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -864136.625000 Penalty: 4317.433105
	Iteration 16Q: 3 clusters Score -864136.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -864195.687500 Penalty: 4317.433105
	Iteration 17Q: 3 clusters Score -864195.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -864240.000000 Penalty: 4317.433105
	Iteration 18Q: 3 clusters Score -864240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -864292.875000 Penalty: 4317.433105
	Iteration 19Q: 3 clusters Score -864292.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -864354.187500 Penalty: 4317.433105
	Iteration 20F: 3 clusters Score -864354.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -864418.687500 Penalty: 4317.433105
	Iteration 21Q: 3 clusters Score -864418.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -864479.750000 Penalty: 4317.433105
	Iteration 22Q: 3 clusters Score -864479.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -864558.875000 Penalty: 4317.433105
	Iteration 23Q: 3 clusters Score -864558.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -864646.062500 Penalty: 4317.433105
	Iteration 24Q: 3 clusters Score -864646.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -864730.812500 Penalty: 4317.433105
	Iteration 25Q: 3 clusters Score -864730.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -864788.000000 Penalty: 4317.433105
	Iteration 26Q: 3 clusters Score -864788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -864844.000000 Penalty: 4317.433105
	Iteration 27Q: 3 clusters Score -864844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -864891.687500 Penalty: 4317.433105
	Iteration 28Q: 3 clusters Score -864891.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -864934.437500 Penalty: 4317.433105
	Iteration 29Q: 3 clusters Score -864934.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -864970.000000 Penalty: 4317.433105
	Iteration 30Q: 3 clusters Score -864970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -864998.312500 Penalty: 4317.433105
	Iteration 31Q: 3 clusters Score -864998.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -865015.000000 Penalty: 4317.433105
	Iteration 32Q: 3 clusters Score -865015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -865034.187500 Penalty: 4317.433105
	Iteration 33Q: 3 clusters Score -865034.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -865044.875000 Penalty: 4317.433105
	Iteration 34Q: 3 clusters Score -865044.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -865054.062500 Penalty: 4317.433105
	Iteration 35Q: 3 clusters Score -865054.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -865063.875000 Penalty: 4317.433105
	Iteration 36Q: 3 clusters Score -865063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -865065.437500 Penalty: 4317.433105
	Iteration 37Q: 3 clusters Score -865065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -865067.437500 Penalty: 4317.433105
	Iteration 38Q: 3 clusters Score -865067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -865068.250000 Penalty: 4317.433105
	Iteration 39Q: 3 clusters Score -865068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -865068.250000 Penalty: 4317.433105
	Iteration 40F: 3 clusters Score -865068.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Entering Unmasked Estep 
Score: -1362404.750000 Penalty: 2275.893555
	Iteration 0F: 2 clusters Score -1362405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1354918.375000 Penalty: 4551.787109
	Iteration 0F: 3 clusters Score -1354918 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1357116.500000 Penalty: 4551.787109
	Iteration 1F: 3 clusters Score -1357116 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1357449.250000 Penalty: 4551.787109
	Iteration 2F: 3 clusters Score -1357449 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1357732.125000 Penalty: 4551.787109
	Iteration 3F: 3 clusters Score -1357732 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1357987.000000 Penalty: 4551.787109
	Iteration 4Q: 3 clusters Score -1357987 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1358236.125000 Penalty: 4551.787109
	Iteration 5Q: 3 clusters Score -1358236 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1358480.875000 Penalty: 4551.787109
	Iteration 6Q: 3 clusters Score -1358481 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1358701.500000 Penalty: 4551.787109
	Iteration 7Q: 3 clusters Score -1358702 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1358968.500000 Penalty: 4551.787109
	Iteration 8Q: 3 clusters Score -1358968 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1359215.750000 Penalty: 4551.787109
	Iteration 9Q: 3 clusters Score -1359216 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1359471.625000 Penalty: 4551.787109
	Iteration 10Q: 3 clusters Score -1359472 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1359697.500000 Penalty: 4551.787109
	Iteration 11Q: 3 clusters Score -1359698 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1359892.500000 Penalty: 4551.787109
	Iteration 12Q: 3 clusters Score -1359892 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1360040.375000 Penalty: 4551.787109
	Iteration 13Q: 3 clusters Score -1360040 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1360135.875000 Penalty: 4551.787109
	Iteration 14Q: 3 clusters Score -1360136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1360219.500000 Penalty: 4551.787109
	Iteration 15Q: 3 clusters Score -1360220 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1360276.750000 Penalty: 4551.787109
	Iteration 16Q: 3 clusters Score -1360277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1360325.125000 Penalty: 4551.787109
	Iteration 17Q: 3 clusters Score -1360325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1360362.500000 Penalty: 4551.787109
	Iteration 18Q: 3 clusters Score -1360362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1360390.750000 Penalty: 4551.787109
	Iteration 19Q: 3 clusters Score -1360391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1360415.750000 Penalty: 4551.787109
	Iteration 20F: 3 clusters Score -1360416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1360425.375000 Penalty: 4551.787109
	Iteration 21Q: 3 clusters Score -1360425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1360436.375000 Penalty: 4551.787109
	Iteration 22Q: 3 clusters Score -1360436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1360443.125000 Penalty: 4551.787109
	Iteration 23Q: 3 clusters Score -1360443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1360449.000000 Penalty: 4551.787109
	Iteration 24Q: 3 clusters Score -1360449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1360454.000000 Penalty: 4551.787109
	Iteration 25Q: 3 clusters Score -1360454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1360464.250000 Penalty: 4551.787109
	Iteration 26Q: 3 clusters Score -1360464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1360469.125000 Penalty: 4551.787109
	Iteration 27Q: 3 clusters Score -1360469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1360472.500000 Penalty: 4551.787109
	Iteration 28Q: 3 clusters Score -1360472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1360476.250000 Penalty: 4551.787109
	Iteration 29Q: 3 clusters Score -1360476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1360477.750000 Penalty: 4551.787109
	Iteration 30Q: 3 clusters Score -1360478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1360477.750000 Penalty: 4551.787109
	Iteration 31Q: 3 clusters Score -1360478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1360477.750000 Penalty: 4551.787109
	Iteration 32F: 3 clusters Score -1360478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -10858.999023 Penalty: 1137.072021
	Iteration 0F: 2 clusters Score -10859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10062.746094 Penalty: 2274.144043
	Iteration 0F: 3 clusters Score -10062.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10101.566406 Penalty: 2274.144043
	Iteration 1Q: 3 clusters Score -10101.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10119.163086 Penalty: 2274.144043
	Iteration 2Q: 3 clusters Score -10119.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10119.163086 Penalty: 2274.144043
	Iteration 3F: 3 clusters Score -10119.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (120880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120880 members 
Entering Unmasked Estep 
Score: -17141668.000000 Penalty: 2902.233398
	Iteration 0F: 2 clusters Score -1.714167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -17061758.000000 Penalty: 5804.466797
	Iteration 0F: 3 clusters Score -1.706176e+07 nChanged 57472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59977 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -17095610.000000 Penalty: 5804.466797
	Iteration 1F: 3 clusters Score -1.709561e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -17097138.000000 Penalty: 5804.466797
	Iteration 2Q: 3 clusters Score -1.709714e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -17098744.000000 Penalty: 5804.466797
	Iteration 3Q: 3 clusters Score -1.709874e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -17100468.000000 Penalty: 5804.466797
	Iteration 4Q: 3 clusters Score -1.710047e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -17102382.000000 Penalty: 5804.466797
	Iteration 5Q: 3 clusters Score -1.710238e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -17104604.000000 Penalty: 5804.466797
	Iteration 6Q: 3 clusters Score -1.71046e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -17108076.000000 Penalty: 5804.466797
	Iteration 7Q: 3 clusters Score -1.710808e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -17112408.000000 Penalty: 5804.466797
	Iteration 8F: 3 clusters Score -1.711241e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -17116866.000000 Penalty: 5804.466797
	Iteration 9F: 3 clusters Score -1.711687e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -17119892.000000 Penalty: 5804.466797
	Iteration 10F: 3 clusters Score -1.711989e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -17121348.000000 Penalty: 5804.466797
	Iteration 11Q: 3 clusters Score -1.712135e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -17122074.000000 Penalty: 5804.466797
	Iteration 12Q: 3 clusters Score -1.712207e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -17122330.000000 Penalty: 5804.466797
	Iteration 13Q: 3 clusters Score -1.712233e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -17122514.000000 Penalty: 5804.466797
	Iteration 14Q: 3 clusters Score -1.712251e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -17122614.000000 Penalty: 5804.466797
	Iteration 15Q: 3 clusters Score -1.712261e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -17122734.000000 Penalty: 5804.466797
	Iteration 16Q: 3 clusters Score -1.712273e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -17122834.000000 Penalty: 5804.466797
	Iteration 17Q: 3 clusters Score -1.712283e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -17122976.000000 Penalty: 5804.466797
	Iteration 18Q: 3 clusters Score -1.712298e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -17123158.000000 Penalty: 5804.466797
	Iteration 19Q: 3 clusters Score -1.712316e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -17123398.000000 Penalty: 5804.466797
	Iteration 20F: 3 clusters Score -1.71234e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -17123598.000000 Penalty: 5804.466797
	Iteration 21Q: 3 clusters Score -1.71236e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -17123826.000000 Penalty: 5804.466797
	Iteration 22Q: 3 clusters Score -1.712383e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -17123990.000000 Penalty: 5804.466797
	Iteration 23Q: 3 clusters Score -1.712399e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77202 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -17124188.000000 Penalty: 5804.466797
	Iteration 24Q: 3 clusters Score -1.712419e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -17124418.000000 Penalty: 5804.466797
	Iteration 25Q: 3 clusters Score -1.712442e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79552 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -17124674.000000 Penalty: 5804.466797
	Iteration 26Q: 3 clusters Score -1.712467e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -17124852.000000 Penalty: 5804.466797
	Iteration 27Q: 3 clusters Score -1.712485e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -17125114.000000 Penalty: 5804.466797
	Iteration 28Q: 3 clusters Score -1.712511e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -17125522.000000 Penalty: 5804.466797
	Iteration 29Q: 3 clusters Score -1.712552e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84734 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -17125794.000000 Penalty: 5804.466797
	Iteration 30Q: 3 clusters Score -1.712579e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -17126110.000000 Penalty: 5804.466797
	Iteration 31Q: 3 clusters Score -1.712611e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87471 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -17126426.000000 Penalty: 5804.466797
	Iteration 32Q: 3 clusters Score -1.712643e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -17126822.000000 Penalty: 5804.466797
	Iteration 33Q: 3 clusters Score -1.712682e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90571 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -17127310.000000 Penalty: 5804.466797
	Iteration 34Q: 3 clusters Score -1.712731e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -17127812.000000 Penalty: 5804.466797
	Iteration 35Q: 3 clusters Score -1.712781e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -17128446.000000 Penalty: 5804.466797
	Iteration 36Q: 3 clusters Score -1.712845e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -17129052.000000 Penalty: 5804.466797
	Iteration 37Q: 3 clusters Score -1.712905e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -17129706.000000 Penalty: 5804.466797
	Iteration 38Q: 3 clusters Score -1.712971e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -17130432.000000 Penalty: 5804.466797
	Iteration 39Q: 3 clusters Score -1.713043e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -17131202.000000 Penalty: 5804.466797
	Iteration 40F: 3 clusters Score -1.71312e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -17131956.000000 Penalty: 5804.466797
	Iteration 41Q: 3 clusters Score -1.713196e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -17132796.000000 Penalty: 5804.466797
	Iteration 42Q: 3 clusters Score -1.71328e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -17133666.000000 Penalty: 5804.466797
	Iteration 43Q: 3 clusters Score -1.713367e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109678 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -17134578.000000 Penalty: 5804.466797
	Iteration 44Q: 3 clusters Score -1.713458e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111299 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -17135326.000000 Penalty: 5804.466797
	Iteration 45Q: 3 clusters Score -1.713533e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112709 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -17135992.000000 Penalty: 5804.466797
	Iteration 46Q: 3 clusters Score -1.713599e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113933 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -17136596.000000 Penalty: 5804.466797
	Iteration 47Q: 3 clusters Score -1.71366e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115000 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -17137216.000000 Penalty: 5804.466797
	Iteration 48Q: 3 clusters Score -1.713722e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115889 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -17137656.000000 Penalty: 5804.466797
	Iteration 49Q: 3 clusters Score -1.713766e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116635 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -17138114.000000 Penalty: 5804.466797
	Iteration 50Q: 3 clusters Score -1.713811e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117204 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -17138442.000000 Penalty: 5804.466797
	Iteration 51Q: 3 clusters Score -1.713844e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117667 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -17138706.000000 Penalty: 5804.466797
	Iteration 52Q: 3 clusters Score -1.713871e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118025 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -17138936.000000 Penalty: 5804.466797
	Iteration 53Q: 3 clusters Score -1.713894e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -17139134.000000 Penalty: 5804.466797
	Iteration 54Q: 3 clusters Score -1.713913e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118521 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -17139236.000000 Penalty: 5804.466797
	Iteration 55Q: 3 clusters Score -1.713924e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118687 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -17139346.000000 Penalty: 5804.466797
	Iteration 56Q: 3 clusters Score -1.713935e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118820 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -17139482.000000 Penalty: 5804.466797
	Iteration 57Q: 3 clusters Score -1.713948e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118918 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -17139546.000000 Penalty: 5804.466797
	Iteration 58Q: 3 clusters Score -1.713955e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118993 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -17139578.000000 Penalty: 5804.466797
	Iteration 59Q: 3 clusters Score -1.713958e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119051 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -17139612.000000 Penalty: 5804.466797
	Iteration 60F: 3 clusters Score -1.713961e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119095 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -17139656.000000 Penalty: 5804.466797
	Iteration 61Q: 3 clusters Score -1.713966e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119142 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -17139670.000000 Penalty: 5804.466797
	Iteration 62Q: 3 clusters Score -1.713967e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119176 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -17139678.000000 Penalty: 5804.466797
	Iteration 63Q: 3 clusters Score -1.713968e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119209 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -17139696.000000 Penalty: 5804.466797
	Iteration 64Q: 3 clusters Score -1.71397e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119238 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -17139696.000000 Penalty: 5804.466797
	Iteration 65Q: 3 clusters Score -1.71397e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119267 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -17139718.000000 Penalty: 5804.466797
	Iteration 66Q: 3 clusters Score -1.713972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119283 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -17139734.000000 Penalty: 5804.466797
	Iteration 67Q: 3 clusters Score -1.713973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119291 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -17139730.000000 Penalty: 5804.466797
	Iteration 68Q: 3 clusters Score -1.713973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119299 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -17139736.000000 Penalty: 5804.466797
	Iteration 69Q: 3 clusters Score -1.713974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119305 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -17139728.000000 Penalty: 5804.466797
	Iteration 70Q: 3 clusters Score -1.713973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119313 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -17139746.000000 Penalty: 5804.466797
	Iteration 71Q: 3 clusters Score -1.713975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119320 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -17139748.000000 Penalty: 5804.466797
	Iteration 72Q: 3 clusters Score -1.713975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119326 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -17139740.000000 Penalty: 5804.466797
	Iteration 73Q: 3 clusters Score -1.713974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -17139744.000000 Penalty: 5804.466797
	Iteration 74Q: 3 clusters Score -1.713974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -17139742.000000 Penalty: 5804.466797
	Iteration 75Q: 3 clusters Score -1.713974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119340 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -17139744.000000 Penalty: 5804.466797
	Iteration 76Q: 3 clusters Score -1.713974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -17139748.000000 Penalty: 5804.466797
	Iteration 77Q: 3 clusters Score -1.713975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119349 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -17139748.000000 Penalty: 5804.466797
	Iteration 78Q: 3 clusters Score -1.713975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119352 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -17139760.000000 Penalty: 5804.466797
	Iteration 79Q: 3 clusters Score -1.713976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119350 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -17139744.000000 Penalty: 5804.466797
	Iteration 80F: 3 clusters Score -1.713974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119348 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -17139754.000000 Penalty: 5804.466797
	Iteration 81Q: 3 clusters Score -1.713975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119349 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -17139750.000000 Penalty: 5804.466797
	Iteration 82Q: 3 clusters Score -1.713975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119349 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -17139746.000000 Penalty: 5804.466797
	Iteration 83Q: 3 clusters Score -1.713975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119349 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -17139758.000000 Penalty: 5804.466797
	Iteration 84Q: 3 clusters Score -1.713976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119351 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -17139752.000000 Penalty: 5804.466797
	Iteration 85Q: 3 clusters Score -1.713975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119351 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -17139756.000000 Penalty: 5804.466797
	Iteration 86Q: 3 clusters Score -1.713976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119353 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -17139746.000000 Penalty: 5804.466797
	Iteration 87Q: 3 clusters Score -1.713975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119357 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -17139756.000000 Penalty: 5804.466797
	Iteration 88Q: 3 clusters Score -1.713976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119359 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -17139750.000000 Penalty: 5804.466797
	Iteration 89Q: 3 clusters Score -1.713975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119359 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -17139750.000000 Penalty: 5804.466797
	Iteration 90F: 3 clusters Score -1.713975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Entering Unmasked Estep 
Score: -5875550.500000 Penalty: 2634.711426
	Iteration 0F: 2 clusters Score -5875550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -5847678.500000 Penalty: 5269.422852
	Iteration 0F: 3 clusters Score -5847678 nChanged 18869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -5857676.000000 Penalty: 5269.422852
	Iteration 1F: 3 clusters Score -5857676 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -5858138.000000 Penalty: 5269.422852
	Iteration 2Q: 3 clusters Score -5858138 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -5858572.000000 Penalty: 5269.422852
	Iteration 3Q: 3 clusters Score -5858572 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -5858997.500000 Penalty: 5269.422852
	Iteration 4Q: 3 clusters Score -5858998 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -5859525.000000 Penalty: 5269.422852
	Iteration 5Q: 3 clusters Score -5859525 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -5860211.000000 Penalty: 5269.422852
	Iteration 6Q: 3 clusters Score -5860211 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -5861197.000000 Penalty: 5269.422852
	Iteration 7Q: 3 clusters Score -5861197 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -5862771.000000 Penalty: 5269.422852
	Iteration 8F: 3 clusters Score -5862771 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -5864959.000000 Penalty: 5269.422852
	Iteration 9F: 3 clusters Score -5864959 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -5867709.000000 Penalty: 5269.422852
	Iteration 10F: 3 clusters Score -5867709 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5870216.000000 Penalty: 5269.422852
	Iteration 11F: 3 clusters Score -5870216 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5871852.000000 Penalty: 5269.422852
	Iteration 12Q: 3 clusters Score -5871852 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5872636.500000 Penalty: 5269.422852
	Iteration 13Q: 3 clusters Score -5872636 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5872941.000000 Penalty: 5269.422852
	Iteration 14Q: 3 clusters Score -5872941 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5873087.000000 Penalty: 5269.422852
	Iteration 15Q: 3 clusters Score -5873087 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5873179.000000 Penalty: 5269.422852
	Iteration 16Q: 3 clusters Score -5873179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5873233.500000 Penalty: 5269.422852
	Iteration 17Q: 3 clusters Score -5873234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5873243.000000 Penalty: 5269.422852
	Iteration 18Q: 3 clusters Score -5873243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5873248.000000 Penalty: 5269.422852
	Iteration 19Q: 3 clusters Score -5873248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5873254.500000 Penalty: 5269.422852
	Iteration 20F: 3 clusters Score -5873254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5873252.500000 Penalty: 5269.422852
	Iteration 21Q: 3 clusters Score -5873252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5873252.500000 Penalty: 5269.422852
	Iteration 22F: 3 clusters Score -5873252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -151787.703125 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -151787.7 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 552 members 
Entering Unmasked Estep 
Score: -149803.578125 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -149803.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -150098.078125 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -150098.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -150177.375000 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -150177.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -150223.343750 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -150223.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150248.281250 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -150248.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -150265.015625 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -150265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -150280.687500 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -150280.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -150290.265625 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -150290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -150294.875000 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -150294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -150296.093750 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -150296.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150299.156250 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -150299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150300.500000 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -150300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -150302.359375 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -150302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -150304.484375 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -150304.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -150304.484375 Penalty: 3469.445801
	Iteration 14F: 3 clusters Score -150304.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Entering Unmasked Estep 
Score: -5538413.500000 Penalty: 2629.941406
	Iteration 0F: 2 clusters Score -5538414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -5510987.500000 Penalty: 5259.882812
	Iteration 0F: 3 clusters Score -5510988 nChanged 18467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -5521079.000000 Penalty: 5259.882812
	Iteration 1F: 3 clusters Score -5521079 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -5521628.000000 Penalty: 5259.882812
	Iteration 2Q: 3 clusters Score -5521628 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -5522159.500000 Penalty: 5259.882812
	Iteration 3Q: 3 clusters Score -5522160 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5522787.500000 Penalty: 5259.882812
	Iteration 4Q: 3 clusters Score -5522788 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -5523430.000000 Penalty: 5259.882812
	Iteration 5Q: 3 clusters Score -5523430 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -5524019.500000 Penalty: 5259.882812
	Iteration 6Q: 3 clusters Score -5524020 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -5524536.500000 Penalty: 5259.882812
	Iteration 7Q: 3 clusters Score -5524536 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -5525098.500000 Penalty: 5259.882812
	Iteration 8Q: 3 clusters Score -5525098 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -5525656.500000 Penalty: 5259.882812
	Iteration 9Q: 3 clusters Score -5525656 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5526215.000000 Penalty: 5259.882812
	Iteration 10Q: 3 clusters Score -5526215 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5526781.000000 Penalty: 5259.882812
	Iteration 11Q: 3 clusters Score -5526781 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -5527340.500000 Penalty: 5259.882812
	Iteration 12Q: 3 clusters Score -5527340 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -5527919.000000 Penalty: 5259.882812
	Iteration 13Q: 3 clusters Score -5527919 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -5528407.500000 Penalty: 5259.882812
	Iteration 14Q: 3 clusters Score -5528408 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -5528935.500000 Penalty: 5259.882812
	Iteration 15Q: 3 clusters Score -5528936 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -5529409.000000 Penalty: 5259.882812
	Iteration 16Q: 3 clusters Score -5529409 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -5529939.500000 Penalty: 5259.882812
	Iteration 17Q: 3 clusters Score -5529940 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -5530502.000000 Penalty: 5259.882812
	Iteration 18Q: 3 clusters Score -5530502 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -5531050.500000 Penalty: 5259.882812
	Iteration 19Q: 3 clusters Score -5531050 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -5531737.500000 Penalty: 5259.882812
	Iteration 20F: 3 clusters Score -5531738 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -5532521.000000 Penalty: 5259.882812
	Iteration 21Q: 3 clusters Score -5532521 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -5533287.500000 Penalty: 5259.882812
	Iteration 22Q: 3 clusters Score -5533288 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -5534013.000000 Penalty: 5259.882812
	Iteration 23Q: 3 clusters Score -5534013 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -5534594.000000 Penalty: 5259.882812
	Iteration 24Q: 3 clusters Score -5534594 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -5535001.000000 Penalty: 5259.882812
	Iteration 25Q: 3 clusters Score -5535001 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5535349.000000 Penalty: 5259.882812
	Iteration 26Q: 3 clusters Score -5535349 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5535587.000000 Penalty: 5259.882812
	Iteration 27Q: 3 clusters Score -5535587 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5535778.000000 Penalty: 5259.882812
	Iteration 28Q: 3 clusters Score -5535778 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5535918.000000 Penalty: 5259.882812
	Iteration 29Q: 3 clusters Score -5535918 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5535997.500000 Penalty: 5259.882812
	Iteration 30Q: 3 clusters Score -5535998 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5536052.500000 Penalty: 5259.882812
	Iteration 31Q: 3 clusters Score -5536052 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5536104.500000 Penalty: 5259.882812
	Iteration 32Q: 3 clusters Score -5536104 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5536136.000000 Penalty: 5259.882812
	Iteration 33Q: 3 clusters Score -5536136 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5536171.000000 Penalty: 5259.882812
	Iteration 34Q: 3 clusters Score -5536171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5536195.000000 Penalty: 5259.882812
	Iteration 35Q: 3 clusters Score -5536195 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5536209.500000 Penalty: 5259.882812
	Iteration 36Q: 3 clusters Score -5536210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5536237.500000 Penalty: 5259.882812
	Iteration 37Q: 3 clusters Score -5536238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5536255.000000 Penalty: 5259.882812
	Iteration 38Q: 3 clusters Score -5536255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5536279.500000 Penalty: 5259.882812
	Iteration 39Q: 3 clusters Score -5536280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5536293.000000 Penalty: 5259.882812
	Iteration 40F: 3 clusters Score -5536293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5536303.000000 Penalty: 5259.882812
	Iteration 41Q: 3 clusters Score -5536303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5536312.500000 Penalty: 5259.882812
	Iteration 42Q: 3 clusters Score -5536312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5536322.500000 Penalty: 5259.882812
	Iteration 43Q: 3 clusters Score -5536322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5536329.500000 Penalty: 5259.882812
	Iteration 44Q: 3 clusters Score -5536330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5536344.500000 Penalty: 5259.882812
	Iteration 45Q: 3 clusters Score -5536344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5536347.500000 Penalty: 5259.882812
	Iteration 46Q: 3 clusters Score -5536348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5536363.000000 Penalty: 5259.882812
	Iteration 47Q: 3 clusters Score -5536363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5536362.500000 Penalty: 5259.882812
	Iteration 48Q: 3 clusters Score -5536362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5536369.500000 Penalty: 5259.882812
	Iteration 49Q: 3 clusters Score -5536370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5536386.500000 Penalty: 5259.882812
	Iteration 50Q: 3 clusters Score -5536386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5536387.500000 Penalty: 5259.882812
	Iteration 51Q: 3 clusters Score -5536388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5536386.000000 Penalty: 5259.882812
	Iteration 52Q: 3 clusters Score -5536386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5536404.500000 Penalty: 5259.882812
	Iteration 53Q: 3 clusters Score -5536404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5536414.000000 Penalty: 5259.882812
	Iteration 54Q: 3 clusters Score -5536414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5536415.000000 Penalty: 5259.882812
	Iteration 55Q: 3 clusters Score -5536415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5536423.500000 Penalty: 5259.882812
	Iteration 56Q: 3 clusters Score -5536424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5536429.000000 Penalty: 5259.882812
	Iteration 57Q: 3 clusters Score -5536429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5536432.000000 Penalty: 5259.882812
	Iteration 58Q: 3 clusters Score -5536432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5536441.000000 Penalty: 5259.882812
	Iteration 59Q: 3 clusters Score -5536441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5536440.500000 Penalty: 5259.882812
	Iteration 60F: 3 clusters Score -5536440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5536438.000000 Penalty: 5259.882812
	Iteration 61Q: 3 clusters Score -5536438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5536432.000000 Penalty: 5259.882812
	Iteration 62Q: 3 clusters Score -5536432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5536428.500000 Penalty: 5259.882812
	Iteration 63Q: 3 clusters Score -5536428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5536431.000000 Penalty: 5259.882812
	Iteration 64Q: 3 clusters Score -5536431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5536435.000000 Penalty: 5259.882812
	Iteration 65Q: 3 clusters Score -5536435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5536431.500000 Penalty: 5259.882812
	Iteration 66Q: 3 clusters Score -5536432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5536430.000000 Penalty: 5259.882812
	Iteration 67Q: 3 clusters Score -5536430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5536432.500000 Penalty: 5259.882812
	Iteration 68Q: 3 clusters Score -5536432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5536435.500000 Penalty: 5259.882812
	Iteration 69Q: 3 clusters Score -5536436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5536435.500000 Penalty: 5259.882812
	Iteration 70F: 3 clusters Score -5536436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (158032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158032 members 
Entering Unmasked Estep 
Score: -22208618.000000 Penalty: 2968.697021
	Iteration 0F: 2 clusters Score -2.220862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -22105256.000000 Penalty: 5937.394043
	Iteration 0F: 3 clusters Score -2.210526e+07 nChanged 75997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -22150040.000000 Penalty: 5937.394043
	Iteration 1F: 3 clusters Score -2.215004e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 75720 members 
Entering Unmasked Estep 
Score: -22151074.000000 Penalty: 5937.394043
	Iteration 2Q: 3 clusters Score -2.215107e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -22152772.000000 Penalty: 5937.394043
	Iteration 3Q: 3 clusters Score -2.215277e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87471 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -22155132.000000 Penalty: 5937.394043
	Iteration 4Q: 3 clusters Score -2.215513e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -22158878.000000 Penalty: 5937.394043
	Iteration 5F: 3 clusters Score -2.215888e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98578 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -22164814.000000 Penalty: 5937.394043
	Iteration 6F: 3 clusters Score -2.216481e+07 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -22172624.000000 Penalty: 5937.394043
	Iteration 7F: 3 clusters Score -2.217262e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114385 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -22180926.000000 Penalty: 5937.394043
	Iteration 8F: 3 clusters Score -2.218093e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121068 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -22188196.000000 Penalty: 5937.394043
	Iteration 9F: 3 clusters Score -2.21882e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125986 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -22192666.000000 Penalty: 5937.394043
	Iteration 10Q: 3 clusters Score -2.219267e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130087 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -22195138.000000 Penalty: 5937.394043
	Iteration 11Q: 3 clusters Score -2.219514e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133772 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -22196980.000000 Penalty: 5937.394043
	Iteration 12Q: 3 clusters Score -2.219698e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137159 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -22198544.000000 Penalty: 5937.394043
	Iteration 13Q: 3 clusters Score -2.219854e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140239 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -22200158.000000 Penalty: 5937.394043
	Iteration 14Q: 3 clusters Score -2.220016e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143159 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -22201760.000000 Penalty: 5937.394043
	Iteration 15Q: 3 clusters Score -2.220176e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145803 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -22203194.000000 Penalty: 5937.394043
	Iteration 16Q: 3 clusters Score -2.220319e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148048 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -22204332.000000 Penalty: 5937.394043
	Iteration 17Q: 3 clusters Score -2.220433e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149821 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -22205288.000000 Penalty: 5937.394043
	Iteration 18Q: 3 clusters Score -2.220529e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151215 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -22205824.000000 Penalty: 5937.394043
	Iteration 19Q: 3 clusters Score -2.220582e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152242 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -22206184.000000 Penalty: 5937.394043
	Iteration 20F: 3 clusters Score -2.220618e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -22206392.000000 Penalty: 5937.394043
	Iteration 21Q: 3 clusters Score -2.220639e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153767 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -22206514.000000 Penalty: 5937.394043
	Iteration 22Q: 3 clusters Score -2.220651e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154276 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -22206612.000000 Penalty: 5937.394043
	Iteration 23Q: 3 clusters Score -2.220661e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154686 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -22206678.000000 Penalty: 5937.394043
	Iteration 24Q: 3 clusters Score -2.220668e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154990 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -22206696.000000 Penalty: 5937.394043
	Iteration 25Q: 3 clusters Score -2.22067e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155253 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -22206694.000000 Penalty: 5937.394043
	Iteration 26Q: 3 clusters Score -2.220669e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155466 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -22206650.000000 Penalty: 5937.394043
	Iteration 27Q: 3 clusters Score -2.220665e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155668 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -22206636.000000 Penalty: 5937.394043
	Iteration 28Q: 3 clusters Score -2.220664e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155845 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -22206668.000000 Penalty: 5937.394043
	Iteration 29Q: 3 clusters Score -2.220667e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155993 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -22206688.000000 Penalty: 5937.394043
	Iteration 30Q: 3 clusters Score -2.220669e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156113 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -22206726.000000 Penalty: 5937.394043
	Iteration 31Q: 3 clusters Score -2.220673e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -22206792.000000 Penalty: 5937.394043
	Iteration 32Q: 3 clusters Score -2.220679e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156290 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -22206768.000000 Penalty: 5937.394043
	Iteration 33Q: 3 clusters Score -2.220677e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156367 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22206742.000000 Penalty: 5937.394043
	Iteration 34Q: 3 clusters Score -2.220674e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156429 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -22206742.000000 Penalty: 5937.394043
	Iteration 35Q: 3 clusters Score -2.220674e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156466 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -22206696.000000 Penalty: 5937.394043
	Iteration 36Q: 3 clusters Score -2.22067e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156490 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22206700.000000 Penalty: 5937.394043
	Iteration 37Q: 3 clusters Score -2.22067e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156528 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -22206700.000000 Penalty: 5937.394043
	Iteration 38Q: 3 clusters Score -2.22067e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156560 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -22206692.000000 Penalty: 5937.394043
	Iteration 39Q: 3 clusters Score -2.220669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156586 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -22206694.000000 Penalty: 5937.394043
	Iteration 40F: 3 clusters Score -2.220669e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156607 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22206688.000000 Penalty: 5937.394043
	Iteration 41Q: 3 clusters Score -2.220669e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156632 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -22206688.000000 Penalty: 5937.394043
	Iteration 42Q: 3 clusters Score -2.220669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156653 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -22206678.000000 Penalty: 5937.394043
	Iteration 43Q: 3 clusters Score -2.220668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156673 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -22206666.000000 Penalty: 5937.394043
	Iteration 44Q: 3 clusters Score -2.220667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156688 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -22206654.000000 Penalty: 5937.394043
	Iteration 45Q: 3 clusters Score -2.220665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156699 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -22206670.000000 Penalty: 5937.394043
	Iteration 46Q: 3 clusters Score -2.220667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156716 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22206666.000000 Penalty: 5937.394043
	Iteration 47Q: 3 clusters Score -2.220667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156734 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -22206660.000000 Penalty: 5937.394043
	Iteration 48Q: 3 clusters Score -2.220666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156757 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -22206670.000000 Penalty: 5937.394043
	Iteration 49Q: 3 clusters Score -2.220667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156775 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -22206668.000000 Penalty: 5937.394043
	Iteration 50Q: 3 clusters Score -2.220667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156791 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -22206674.000000 Penalty: 5937.394043
	Iteration 51Q: 3 clusters Score -2.220667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156807 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -22206666.000000 Penalty: 5937.394043
	Iteration 52Q: 3 clusters Score -2.220667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156821 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -22206660.000000 Penalty: 5937.394043
	Iteration 53Q: 3 clusters Score -2.220666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156828 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -22206662.000000 Penalty: 5937.394043
	Iteration 54Q: 3 clusters Score -2.220666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156841 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -22206638.000000 Penalty: 5937.394043
	Iteration 55Q: 3 clusters Score -2.220664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156850 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -22206638.000000 Penalty: 5937.394043
	Iteration 56Q: 3 clusters Score -2.220664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156857 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22206626.000000 Penalty: 5937.394043
	Iteration 57Q: 3 clusters Score -2.220663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -22206638.000000 Penalty: 5937.394043
	Iteration 58Q: 3 clusters Score -2.220664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156865 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -22206646.000000 Penalty: 5937.394043
	Iteration 59Q: 3 clusters Score -2.220665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156871 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -22206642.000000 Penalty: 5937.394043
	Iteration 60F: 3 clusters Score -2.220664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156875 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -22206636.000000 Penalty: 5937.394043
	Iteration 61Q: 3 clusters Score -2.220664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156879 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22206638.000000 Penalty: 5937.394043
	Iteration 62Q: 3 clusters Score -2.220664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156883 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -22206636.000000 Penalty: 5937.394043
	Iteration 63Q: 3 clusters Score -2.220664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156886 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -22206634.000000 Penalty: 5937.394043
	Iteration 64Q: 3 clusters Score -2.220663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156891 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -22206642.000000 Penalty: 5937.394043
	Iteration 65Q: 3 clusters Score -2.220664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156897 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -22206636.000000 Penalty: 5937.394043
	Iteration 66Q: 3 clusters Score -2.220664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156900 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -22206634.000000 Penalty: 5937.394043
	Iteration 67Q: 3 clusters Score -2.220663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156901 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -22206650.000000 Penalty: 5937.394043
	Iteration 68Q: 3 clusters Score -2.220665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156902 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -22206644.000000 Penalty: 5937.394043
	Iteration 69Q: 3 clusters Score -2.220664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156902 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -22206644.000000 Penalty: 5937.394043
	Iteration 70F: 3 clusters Score -2.220664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -35929.718750 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -35929.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34668.140625 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -34668.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34807.476562 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -34807.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34857.511719 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -34857.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34874.089844 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -34874.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34878.515625 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -34878.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34878.515625 Penalty: 2825.758301
	Iteration 5F: 3 clusters Score -34878.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -228359.875000 Penalty: 1844.281128
	Iteration 0F: 2 clusters Score -228359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -225950.406250 Penalty: 3688.562256
	Iteration 0F: 3 clusters Score -225950.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -226356.640625 Penalty: 3688.562256
	Iteration 1F: 3 clusters Score -226356.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -226465.140625 Penalty: 3688.562256
	Iteration 2F: 3 clusters Score -226465.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -226510.000000 Penalty: 3688.562256
	Iteration 3Q: 3 clusters Score -226510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -226544.890625 Penalty: 3688.562256
	Iteration 4Q: 3 clusters Score -226544.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -226565.078125 Penalty: 3688.562256
	Iteration 5Q: 3 clusters Score -226565.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -226580.453125 Penalty: 3688.562256
	Iteration 6Q: 3 clusters Score -226580.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -226586.328125 Penalty: 3688.562256
	Iteration 7Q: 3 clusters Score -226586.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -226589.968750 Penalty: 3688.562256
	Iteration 8Q: 3 clusters Score -226590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -226593.843750 Penalty: 3688.562256
	Iteration 9Q: 3 clusters Score -226593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -226597.046875 Penalty: 3688.562256
	Iteration 10Q: 3 clusters Score -226597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -226598.859375 Penalty: 3688.562256
	Iteration 11Q: 3 clusters Score -226598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -226599.781250 Penalty: 3688.562256
	Iteration 12Q: 3 clusters Score -226599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -226601.828125 Penalty: 3688.562256
	Iteration 13Q: 3 clusters Score -226601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -226604.656250 Penalty: 3688.562256
	Iteration 14Q: 3 clusters Score -226604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -226606.140625 Penalty: 3688.562256
	Iteration 15Q: 3 clusters Score -226606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -226606.140625 Penalty: 3688.562256
	Iteration 16F: 3 clusters Score -226606.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -52894.515625 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -52894.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51534.691406 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -51534.69 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51864.949219 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -51864.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52050.570312 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -52050.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -52273.941406 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -52273.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -52608.601562 Penalty: 3012.230225
	Iteration 4F: 3 clusters Score -52608.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -52895.703125 Penalty: 3012.230225
	Iteration 5F: 3 clusters Score -52895.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -53105.945312 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -53105.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -53163.824219 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -53163.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -53185.531250 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -53185.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -53247.933594 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -53247.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -53366.097656 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -53366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -53389.015625 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -53389.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -53400.726562 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -53400.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -53452.164062 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -53452.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -53495.734375 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -53495.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -53495.734375 Penalty: 3012.230225
	Iteration 15F: 3 clusters Score -53495.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 38557 members 
Mstep: Class 3 contains 80971 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171101 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94146 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22707 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120880 members 
Mstep: Class 14 contains 41103 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158032 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 333 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180637 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Mstep: Class 25 contains 101 members 
Entering Unmasked Estep 
Score: -147016544.000000 Penalty: 86006.992188
Splitting cluster 20 changes total score from -147017856.000000 to -147016544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -36126.699219 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -36126.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34934.457031 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -34934.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34991.199219 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -34991.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35022.656250 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -35022.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35034.160156 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -35034.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35034.160156 Penalty: 2805.372070
	Iteration 4F: 3 clusters Score -35034.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (180637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180637 members 
Entering Unmasked Estep 
Score: -25665708.000000 Penalty: 3001.852783
	Iteration 0F: 2 clusters Score -2.566571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90163 members 
Mstep: Class 2 contains 90474 members 
Entering Unmasked Estep 
Score: -25567526.000000 Penalty: 6003.705566
	Iteration 0F: 3 clusters Score -2.556753e+07 nChanged 86651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -25617704.000000 Penalty: 6003.705566
	Iteration 1F: 3 clusters Score -2.56177e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84341 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -25618790.000000 Penalty: 6003.705566
	Iteration 2Q: 3 clusters Score -2.561879e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 100113 members 
Entering Unmasked Estep 
Score: -25620378.000000 Penalty: 6003.705566
	Iteration 3Q: 3 clusters Score -2.562038e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 105813 members 
Entering Unmasked Estep 
Score: -25622730.000000 Penalty: 6003.705566
	Iteration 4Q: 3 clusters Score -2.562273e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 113782 members 
Entering Unmasked Estep 
Score: -25626280.000000 Penalty: 6003.705566
	Iteration 5F: 3 clusters Score -2.562628e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 124151 members 
Entering Unmasked Estep 
Score: -25632182.000000 Penalty: 6003.705566
	Iteration 6F: 3 clusters Score -2.563218e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 136425 members 
Entering Unmasked Estep 
Score: -25639804.000000 Penalty: 6003.705566
	Iteration 7F: 3 clusters Score -2.56398e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 148015 members 
Entering Unmasked Estep 
Score: -25648648.000000 Penalty: 6003.705566
	Iteration 8F: 3 clusters Score -2.564865e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 157092 members 
Entering Unmasked Estep 
Score: -25655528.000000 Penalty: 6003.705566
	Iteration 9F: 3 clusters Score -2.565553e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 163270 members 
Entering Unmasked Estep 
Score: -25659310.000000 Penalty: 6003.705566
	Iteration 10Q: 3 clusters Score -2.565931e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 167313 members 
Entering Unmasked Estep 
Score: -25660876.000000 Penalty: 6003.705566
	Iteration 11Q: 3 clusters Score -2.566088e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 169983 members 
Entering Unmasked Estep 
Score: -25661846.000000 Penalty: 6003.705566
	Iteration 12Q: 3 clusters Score -2.566185e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 171945 members 
Entering Unmasked Estep 
Score: -25662274.000000 Penalty: 6003.705566
	Iteration 13Q: 3 clusters Score -2.566227e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 173490 members 
Entering Unmasked Estep 
Score: -25662410.000000 Penalty: 6003.705566
	Iteration 14Q: 3 clusters Score -2.566241e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 174804 members 
Entering Unmasked Estep 
Score: -25662506.000000 Penalty: 6003.705566
	Iteration 15Q: 3 clusters Score -2.566251e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 175920 members 
Entering Unmasked Estep 
Score: -25662670.000000 Penalty: 6003.705566
	Iteration 16Q: 3 clusters Score -2.566267e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 176848 members 
Entering Unmasked Estep 
Score: -25662678.000000 Penalty: 6003.705566
	Iteration 17Q: 3 clusters Score -2.566268e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 177624 members 
Entering Unmasked Estep 
Score: -25662804.000000 Penalty: 6003.705566
	Iteration 18Q: 3 clusters Score -2.56628e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 178262 members 
Entering Unmasked Estep 
Score: -25662834.000000 Penalty: 6003.705566
	Iteration 19Q: 3 clusters Score -2.566283e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 178710 members 
Entering Unmasked Estep 
Score: -25662884.000000 Penalty: 6003.705566
	Iteration 20F: 3 clusters Score -2.566288e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 179043 members 
Entering Unmasked Estep 
Score: -25662944.000000 Penalty: 6003.705566
	Iteration 21Q: 3 clusters Score -2.566294e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 179296 members 
Entering Unmasked Estep 
Score: -25662996.000000 Penalty: 6003.705566
	Iteration 22Q: 3 clusters Score -2.5663e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 179471 members 
Entering Unmasked Estep 
Score: -25663054.000000 Penalty: 6003.705566
	Iteration 23Q: 3 clusters Score -2.566305e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 179597 members 
Entering Unmasked Estep 
Score: -25663084.000000 Penalty: 6003.705566
	Iteration 24Q: 3 clusters Score -2.566308e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 179701 members 
Entering Unmasked Estep 
Score: -25663132.000000 Penalty: 6003.705566
	Iteration 25Q: 3 clusters Score -2.566313e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 179790 members 
Entering Unmasked Estep 
Score: -25663138.000000 Penalty: 6003.705566
	Iteration 26Q: 3 clusters Score -2.566314e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 179850 members 
Entering Unmasked Estep 
Score: -25663206.000000 Penalty: 6003.705566
	Iteration 27Q: 3 clusters Score -2.566321e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 179903 members 
Entering Unmasked Estep 
Score: -25663232.000000 Penalty: 6003.705566
	Iteration 28Q: 3 clusters Score -2.566323e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 179951 members 
Entering Unmasked Estep 
Score: -25663252.000000 Penalty: 6003.705566
	Iteration 29Q: 3 clusters Score -2.566325e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 179985 members 
Entering Unmasked Estep 
Score: -25663280.000000 Penalty: 6003.705566
	Iteration 30Q: 3 clusters Score -2.566328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 180001 members 
Entering Unmasked Estep 
Score: -25663286.000000 Penalty: 6003.705566
	Iteration 31Q: 3 clusters Score -2.566329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 180014 members 
Entering Unmasked Estep 
Score: -25663296.000000 Penalty: 6003.705566
	Iteration 32Q: 3 clusters Score -2.56633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 180031 members 
Entering Unmasked Estep 
Score: -25663278.000000 Penalty: 6003.705566
	Iteration 33Q: 3 clusters Score -2.566328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 180043 members 
Entering Unmasked Estep 
Score: -25663290.000000 Penalty: 6003.705566
	Iteration 34Q: 3 clusters Score -2.566329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 180056 members 
Entering Unmasked Estep 
Score: -25663282.000000 Penalty: 6003.705566
	Iteration 35Q: 3 clusters Score -2.566328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 180069 members 
Entering Unmasked Estep 
Score: -25663324.000000 Penalty: 6003.705566
	Iteration 36Q: 3 clusters Score -2.566332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 180084 members 
Entering Unmasked Estep 
Score: -25663330.000000 Penalty: 6003.705566
	Iteration 37Q: 3 clusters Score -2.566333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 180094 members 
Entering Unmasked Estep 
Score: -25663326.000000 Penalty: 6003.705566
	Iteration 38Q: 3 clusters Score -2.566333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 180106 members 
Entering Unmasked Estep 
Score: -25663352.000000 Penalty: 6003.705566
	Iteration 39Q: 3 clusters Score -2.566335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 180120 members 
Entering Unmasked Estep 
Score: -25663326.000000 Penalty: 6003.705566
	Iteration 40F: 3 clusters Score -2.566333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 180126 members 
Entering Unmasked Estep 
Score: -25663328.000000 Penalty: 6003.705566
	Iteration 41Q: 3 clusters Score -2.566333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 180129 members 
Entering Unmasked Estep 
Score: -25663334.000000 Penalty: 6003.705566
	Iteration 42Q: 3 clusters Score -2.566333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 180132 members 
Entering Unmasked Estep 
Score: -25663334.000000 Penalty: 6003.705566
	Iteration 43Q: 3 clusters Score -2.566333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 180132 members 
Entering Unmasked Estep 
Score: -25663346.000000 Penalty: 6003.705566
	Iteration 44Q: 3 clusters Score -2.566335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 180129 members 
Entering Unmasked Estep 
Score: -25663344.000000 Penalty: 6003.705566
	Iteration 45Q: 3 clusters Score -2.566334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 180129 members 
Entering Unmasked Estep 
Score: -25663344.000000 Penalty: 6003.705566
	Iteration 46F: 3 clusters Score -2.566334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -297859.000000 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -297859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -295196.062500 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -295196.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -295687.593750 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -295687.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -295837.625000 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -295837.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -295894.781250 Penalty: 3803.606201
	Iteration 3Q: 3 clusters Score -295894.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -295929.187500 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -295929.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -295946.875000 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -295946.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -295959.968750 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -295960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -295973.031250 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -295973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -295981.968750 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -295982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -295994.937500 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -295994.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -296007.218750 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -296007.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -296015.875000 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -296015.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -296022.718750 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -296022.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -296030.906250 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -296030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -296037.750000 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -296037.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -296047.218750 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -296047.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -296060.375000 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -296060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -296066.531250 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -296066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -296072.875000 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -296072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -296075.625000 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -296075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -296076.500000 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -296076.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -296077.343750 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -296077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -296079.062500 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -296079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -296079.281250 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -296079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -296079.937500 Penalty: 3803.606201
	Iteration 24Q: 3 clusters Score -296079.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -296079.937500 Penalty: 3803.606201
	Iteration 25F: 3 clusters Score -296079.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -68247.414062 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -68247.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66659.601562 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -66659.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66923.125000 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -66923.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67142.257812 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -67142.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67286.843750 Penalty: 3130.620361
	Iteration 3F: 3 clusters Score -67286.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67350.117188 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -67350.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -67376.765625 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -67376.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67392.398438 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -67392.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67420.968750 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -67420.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -67444.195312 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -67444.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67458.515625 Penalty: 3130.620361
	Iteration 9Q: 3 clusters Score -67458.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -67478.546875 Penalty: 3130.620361
	Iteration 10Q: 3 clusters Score -67478.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -67498.601562 Penalty: 3130.620361
	Iteration 11Q: 3 clusters Score -67498.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67511.070312 Penalty: 3130.620361
	Iteration 12Q: 3 clusters Score -67511.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -67512.609375 Penalty: 3130.620361
	Iteration 13Q: 3 clusters Score -67512.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -67515.445312 Penalty: 3130.620361
	Iteration 14Q: 3 clusters Score -67515.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -67519.648438 Penalty: 3130.620361
	Iteration 15Q: 3 clusters Score -67519.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -67519.648438 Penalty: 3130.620361
	Iteration 16F: 3 clusters Score -67519.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 38557 members 
Mstep: Class 3 contains 80971 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171101 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94146 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22707 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120880 members 
Mstep: Class 14 contains 41103 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158032 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180637 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017952.000000 Penalty: 82566.710938
Iteration 279Q: 25 clusters Score -1.47018e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 38555 members 
Mstep: Class 3 contains 80984 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171098 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94144 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22705 members 
Mstep: Class 10 contains 6026 members 
Mstep: Class 11 contains 9673 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120876 members 
Mstep: Class 14 contains 41102 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158036 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180637 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017936.000000 Penalty: 82566.710938
Iteration 280F: 25 clusters Score -1.470179e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 38549 members 
Mstep: Class 3 contains 81003 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171097 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22701 members 
Mstep: Class 10 contains 6016 members 
Mstep: Class 11 contains 9674 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120874 members 
Mstep: Class 14 contains 41102 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158038 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180640 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018016.000000 Penalty: 82566.710938
Iteration 281Q: 25 clusters Score -1.47018e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 38546 members 
Mstep: Class 3 contains 81017 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171095 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22698 members 
Mstep: Class 10 contains 6011 members 
Mstep: Class 11 contains 9673 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120871 members 
Mstep: Class 14 contains 41101 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158042 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180638 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017968.000000 Penalty: 82566.710938
Iteration 282Q: 25 clusters Score -1.47018e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 38543 members 
Mstep: Class 3 contains 81037 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171090 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94144 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22694 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 9673 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120866 members 
Mstep: Class 14 contains 41101 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158043 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180634 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 283Q: 25 clusters Score -1.470179e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 38542 members 
Mstep: Class 3 contains 81052 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171089 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94141 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22689 members 
Mstep: Class 10 contains 5999 members 
Mstep: Class 11 contains 9674 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120863 members 
Mstep: Class 14 contains 41101 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158044 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180635 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 284Q: 25 clusters Score -1.470179e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 38540 members 
Mstep: Class 3 contains 81056 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171087 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22686 members 
Mstep: Class 10 contains 5997 members 
Mstep: Class 11 contains 9676 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120858 members 
Mstep: Class 14 contains 41102 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158041 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180637 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017904.000000 Penalty: 82566.710938
Iteration 285Q: 25 clusters Score -1.470179e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 38538 members 
Mstep: Class 3 contains 81063 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171086 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94143 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22680 members 
Mstep: Class 10 contains 5994 members 
Mstep: Class 11 contains 9676 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120858 members 
Mstep: Class 14 contains 41101 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158042 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180636 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017968.000000 Penalty: 82566.710938
Iteration 286Q: 25 clusters Score -1.47018e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 38536 members 
Mstep: Class 3 contains 81068 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171084 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22675 members 
Mstep: Class 10 contains 5990 members 
Mstep: Class 11 contains 9676 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120861 members 
Mstep: Class 14 contains 41101 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40321 members 
Mstep: Class 17 contains 158045 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180634 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018032.000000 Penalty: 82566.710938
Iteration 287Q: 25 clusters Score -1.47018e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 38533 members 
Mstep: Class 3 contains 81070 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171082 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94141 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22671 members 
Mstep: Class 10 contains 5990 members 
Mstep: Class 11 contains 9676 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120865 members 
Mstep: Class 14 contains 41101 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 158050 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180634 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017984.000000 Penalty: 82566.710938
Iteration 288Q: 25 clusters Score -1.47018e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 38533 members 
Mstep: Class 3 contains 81069 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171082 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94141 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22669 members 
Mstep: Class 10 contains 5989 members 
Mstep: Class 11 contains 9676 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120866 members 
Mstep: Class 14 contains 41100 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 158054 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180634 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017984.000000 Penalty: 82566.710938
Iteration 289Q: 25 clusters Score -1.47018e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 38532 members 
Mstep: Class 3 contains 81070 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171082 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22670 members 
Mstep: Class 10 contains 5986 members 
Mstep: Class 11 contains 9676 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120864 members 
Mstep: Class 14 contains 41101 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 158054 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180635 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017968.000000 Penalty: 82566.710938
Iteration 290Q: 25 clusters Score -1.47018e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 38531 members 
Mstep: Class 3 contains 81074 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171086 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94143 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22670 members 
Mstep: Class 10 contains 5982 members 
Mstep: Class 11 contains 9676 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120865 members 
Mstep: Class 14 contains 41102 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158051 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180632 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017952.000000 Penalty: 82566.710938
Iteration 291Q: 25 clusters Score -1.47018e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 38530 members 
Mstep: Class 3 contains 81080 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171084 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94143 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22670 members 
Mstep: Class 10 contains 5978 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120865 members 
Mstep: Class 14 contains 41103 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158049 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180631 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017952.000000 Penalty: 82566.710938
Iteration 292Q: 25 clusters Score -1.47018e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 38526 members 
Mstep: Class 3 contains 81089 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171083 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94144 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22670 members 
Mstep: Class 10 contains 5973 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120863 members 
Mstep: Class 14 contains 41102 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158050 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180630 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017856.000000 Penalty: 82566.710938
Iteration 293Q: 25 clusters Score -1.470179e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 38523 members 
Mstep: Class 3 contains 81107 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171079 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94145 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22670 members 
Mstep: Class 10 contains 5965 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120863 members 
Mstep: Class 14 contains 41102 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158048 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180627 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017856.000000 Penalty: 82566.710938
Iteration 294Q: 25 clusters Score -1.470179e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 38518 members 
Mstep: Class 3 contains 81122 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171081 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94149 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22670 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120863 members 
Mstep: Class 14 contains 41102 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158042 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180623 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017888.000000 Penalty: 82566.710938
Iteration 295Q: 25 clusters Score -1.470179e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 38517 members 
Mstep: Class 3 contains 81134 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171082 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94151 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22670 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120862 members 
Mstep: Class 14 contains 41098 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158043 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180617 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017904.000000 Penalty: 82566.710938
Iteration 296Q: 25 clusters Score -1.470179e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 38515 members 
Mstep: Class 3 contains 81141 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171085 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94149 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22670 members 
Mstep: Class 10 contains 5942 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120860 members 
Mstep: Class 14 contains 41097 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158045 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180613 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017936.000000 Penalty: 82566.710938
Iteration 297Q: 25 clusters Score -1.470179e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81149 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171088 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94150 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22670 members 
Mstep: Class 10 contains 5939 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120856 members 
Mstep: Class 14 contains 41097 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158043 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180607 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018000.000000 Penalty: 82566.710938
Iteration 298Q: 25 clusters Score -1.47018e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79136 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81155 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171087 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94150 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22669 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120851 members 
Mstep: Class 14 contains 41098 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158046 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180606 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018000.000000 Penalty: 82566.710938
Iteration 299Q: 25 clusters Score -1.47018e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 38515 members 
Mstep: Class 3 contains 81158 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171084 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94153 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22668 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120851 members 
Mstep: Class 14 contains 41098 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158047 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180605 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017968.000000 Penalty: 82566.710938
Iteration 300F: 25 clusters Score -1.47018e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 38516 members 
Mstep: Class 3 contains 81162 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171081 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94154 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22668 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120851 members 
Mstep: Class 14 contains 41098 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40320 members 
Mstep: Class 17 contains 158047 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180604 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017952.000000 Penalty: 82566.710938
Iteration 301Q: 25 clusters Score -1.47018e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 38516 members 
Mstep: Class 3 contains 81166 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171080 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94156 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22668 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120849 members 
Mstep: Class 14 contains 41098 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 158050 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180605 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 302Q: 25 clusters Score -1.470179e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81172 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171079 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94154 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22667 members 
Mstep: Class 10 contains 5917 members 
Mstep: Class 11 contains 9671 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120849 members 
Mstep: Class 14 contains 41097 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 158055 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180609 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017952.000000 Penalty: 82566.710938
Iteration 303Q: 25 clusters Score -1.47018e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 38513 members 
Mstep: Class 3 contains 81180 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171076 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94151 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22665 members 
Mstep: Class 10 contains 5914 members 
Mstep: Class 11 contains 9671 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120849 members 
Mstep: Class 14 contains 41096 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158059 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180611 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017968.000000 Penalty: 82566.710938
Iteration 304Q: 25 clusters Score -1.47018e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81189 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171076 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94151 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22664 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 9670 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120847 members 
Mstep: Class 14 contains 41096 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 158059 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180610 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017952.000000 Penalty: 82566.710938
Iteration 305Q: 25 clusters Score -1.47018e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 38513 members 
Mstep: Class 3 contains 81199 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171076 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94147 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22663 members 
Mstep: Class 10 contains 5909 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120845 members 
Mstep: Class 14 contains 41096 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158062 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180609 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017984.000000 Penalty: 82566.710938
Iteration 306Q: 25 clusters Score -1.47018e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 38513 members 
Mstep: Class 3 contains 81205 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171076 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94145 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22663 members 
Mstep: Class 10 contains 5905 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120845 members 
Mstep: Class 14 contains 41096 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158062 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180609 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 307Q: 25 clusters Score -1.470179e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 38513 members 
Mstep: Class 3 contains 81210 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171077 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94143 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22663 members 
Mstep: Class 10 contains 5902 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120845 members 
Mstep: Class 14 contains 41097 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158063 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180607 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018016.000000 Penalty: 82566.710938
Iteration 308Q: 25 clusters Score -1.47018e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81214 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171078 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94143 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22663 members 
Mstep: Class 10 contains 5899 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120844 members 
Mstep: Class 14 contains 41098 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158062 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180605 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017952.000000 Penalty: 82566.710938
Iteration 309Q: 25 clusters Score -1.47018e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81217 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171079 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22663 members 
Mstep: Class 10 contains 5893 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120843 members 
Mstep: Class 14 contains 41100 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158063 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180606 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017872.000000 Penalty: 82566.710938
Iteration 310Q: 25 clusters Score -1.470179e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81218 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171079 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22665 members 
Mstep: Class 10 contains 5887 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120843 members 
Mstep: Class 14 contains 41100 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158064 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180608 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017936.000000 Penalty: 82566.710938
Iteration 311Q: 25 clusters Score -1.470179e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79136 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81225 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171078 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22664 members 
Mstep: Class 10 contains 5880 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120844 members 
Mstep: Class 14 contains 41100 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158064 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180610 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017888.000000 Penalty: 82566.710938
Iteration 312Q: 25 clusters Score -1.470179e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79136 members 
Mstep: Class 2 contains 38513 members 
Mstep: Class 3 contains 81233 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171076 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94141 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22660 members 
Mstep: Class 10 contains 5873 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120844 members 
Mstep: Class 14 contains 41100 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158067 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180614 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017888.000000 Penalty: 82566.710938
Iteration 313Q: 25 clusters Score -1.470179e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 38513 members 
Mstep: Class 3 contains 81241 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171074 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94140 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22657 members 
Mstep: Class 10 contains 5868 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120842 members 
Mstep: Class 14 contains 41099 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158067 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180617 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017840.000000 Penalty: 82566.710938
Iteration 314Q: 25 clusters Score -1.470178e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 38513 members 
Mstep: Class 3 contains 81249 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171074 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94140 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22655 members 
Mstep: Class 10 contains 5861 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120843 members 
Mstep: Class 14 contains 41098 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158066 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180617 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017920.000000 Penalty: 82566.710938
Iteration 315Q: 25 clusters Score -1.470179e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 38513 members 
Mstep: Class 3 contains 81255 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171074 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94140 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22654 members 
Mstep: Class 10 contains 5852 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120843 members 
Mstep: Class 14 contains 41098 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40318 members 
Mstep: Class 17 contains 158067 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180619 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017904.000000 Penalty: 82566.710938
Iteration 316Q: 25 clusters Score -1.470179e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 38515 members 
Mstep: Class 3 contains 81265 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171076 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94140 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22653 members 
Mstep: Class 10 contains 5841 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120842 members 
Mstep: Class 14 contains 41097 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158067 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180620 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017936.000000 Penalty: 82566.710938
Iteration 317Q: 25 clusters Score -1.470179e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 38517 members 
Mstep: Class 3 contains 81276 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171074 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94141 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22652 members 
Mstep: Class 10 contains 5829 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120842 members 
Mstep: Class 14 contains 41097 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158068 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180620 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017904.000000 Penalty: 82566.710938
Iteration 318Q: 25 clusters Score -1.470179e+08 nChanged 21
Entering ConstructFrom: 
Score: -147017904.000000 Penalty: 82566.710938
Entering ConstructFrom: 
Trying to split cluster 1 (79144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Entering Unmasked Estep 
Score: -11273845.000000 Penalty: 2797.197998
	Iteration 0F: 2 clusters Score -1.127384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -11220695.000000 Penalty: 5594.395996
	Iteration 0F: 3 clusters Score -1.12207e+07 nChanged 37263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -11241788.000000 Penalty: 5594.395996
	Iteration 1F: 3 clusters Score -1.124179e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -11242686.000000 Penalty: 5594.395996
	Iteration 2Q: 3 clusters Score -1.124269e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -11243597.000000 Penalty: 5594.395996
	Iteration 3Q: 3 clusters Score -1.12436e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -11244741.000000 Penalty: 5594.395996
	Iteration 4Q: 3 clusters Score -1.124474e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -11246222.000000 Penalty: 5594.395996
	Iteration 5Q: 3 clusters Score -1.124622e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -11248050.000000 Penalty: 5594.395996
	Iteration 6Q: 3 clusters Score -1.124805e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -11250343.000000 Penalty: 5594.395996
	Iteration 7F: 3 clusters Score -1.125034e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -11253151.000000 Penalty: 5594.395996
	Iteration 8F: 3 clusters Score -1.125315e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -11255864.000000 Penalty: 5594.395996
	Iteration 9F: 3 clusters Score -1.125586e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -11258319.000000 Penalty: 5594.395996
	Iteration 10F: 3 clusters Score -1.125832e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -11259853.000000 Penalty: 5594.395996
	Iteration 11Q: 3 clusters Score -1.125985e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -11260965.000000 Penalty: 5594.395996
	Iteration 12Q: 3 clusters Score -1.126096e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -11261599.000000 Penalty: 5594.395996
	Iteration 13Q: 3 clusters Score -1.12616e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -11261988.000000 Penalty: 5594.395996
	Iteration 14Q: 3 clusters Score -1.126199e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -11262275.000000 Penalty: 5594.395996
	Iteration 15Q: 3 clusters Score -1.126228e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -11262488.000000 Penalty: 5594.395996
	Iteration 16Q: 3 clusters Score -1.126249e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -11262773.000000 Penalty: 5594.395996
	Iteration 17Q: 3 clusters Score -1.126277e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -11263102.000000 Penalty: 5594.395996
	Iteration 18Q: 3 clusters Score -1.12631e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -11263451.000000 Penalty: 5594.395996
	Iteration 19Q: 3 clusters Score -1.126345e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -11263780.000000 Penalty: 5594.395996
	Iteration 20F: 3 clusters Score -1.126378e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -11264199.000000 Penalty: 5594.395996
	Iteration 21Q: 3 clusters Score -1.12642e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -11264660.000000 Penalty: 5594.395996
	Iteration 22Q: 3 clusters Score -1.126466e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -11265133.000000 Penalty: 5594.395996
	Iteration 23Q: 3 clusters Score -1.126513e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -11265663.000000 Penalty: 5594.395996
	Iteration 24Q: 3 clusters Score -1.126566e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -11266204.000000 Penalty: 5594.395996
	Iteration 25Q: 3 clusters Score -1.12662e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -11266806.000000 Penalty: 5594.395996
	Iteration 26Q: 3 clusters Score -1.126681e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -11267370.000000 Penalty: 5594.395996
	Iteration 27Q: 3 clusters Score -1.126737e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -11267994.000000 Penalty: 5594.395996
	Iteration 28Q: 3 clusters Score -1.126799e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 73654 members 
Entering Unmasked Estep 
Score: -11268637.000000 Penalty: 5594.395996
	Iteration 29Q: 3 clusters Score -1.126864e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -11269196.000000 Penalty: 5594.395996
	Iteration 30Q: 3 clusters Score -1.12692e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 75538 members 
Entering Unmasked Estep 
Score: -11269631.000000 Penalty: 5594.395996
	Iteration 31Q: 3 clusters Score -1.126963e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -11270071.000000 Penalty: 5594.395996
	Iteration 32Q: 3 clusters Score -1.127007e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 76851 members 
Entering Unmasked Estep 
Score: -11270481.000000 Penalty: 5594.395996
	Iteration 33Q: 3 clusters Score -1.127048e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -11270758.000000 Penalty: 5594.395996
	Iteration 34Q: 3 clusters Score -1.127076e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -11270911.000000 Penalty: 5594.395996
	Iteration 35Q: 3 clusters Score -1.127091e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -11271026.000000 Penalty: 5594.395996
	Iteration 36Q: 3 clusters Score -1.127103e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -11271114.000000 Penalty: 5594.395996
	Iteration 37Q: 3 clusters Score -1.127111e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -11271179.000000 Penalty: 5594.395996
	Iteration 38Q: 3 clusters Score -1.127118e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -11271201.000000 Penalty: 5594.395996
	Iteration 39Q: 3 clusters Score -1.12712e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -11271243.000000 Penalty: 5594.395996
	Iteration 40F: 3 clusters Score -1.127124e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -11271281.000000 Penalty: 5594.395996
	Iteration 41Q: 3 clusters Score -1.127128e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -11271315.000000 Penalty: 5594.395996
	Iteration 42Q: 3 clusters Score -1.127132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -11271334.000000 Penalty: 5594.395996
	Iteration 43Q: 3 clusters Score -1.127133e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -11271329.000000 Penalty: 5594.395996
	Iteration 44Q: 3 clusters Score -1.127133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -11271360.000000 Penalty: 5594.395996
	Iteration 45Q: 3 clusters Score -1.127136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -11271368.000000 Penalty: 5594.395996
	Iteration 46Q: 3 clusters Score -1.127137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -11271366.000000 Penalty: 5594.395996
	Iteration 47Q: 3 clusters Score -1.127137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -11271396.000000 Penalty: 5594.395996
	Iteration 48Q: 3 clusters Score -1.12714e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -11271389.000000 Penalty: 5594.395996
	Iteration 49Q: 3 clusters Score -1.127139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -11271406.000000 Penalty: 5594.395996
	Iteration 50Q: 3 clusters Score -1.127141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 78395 members 
Entering Unmasked Estep 
Score: -11271418.000000 Penalty: 5594.395996
	Iteration 51Q: 3 clusters Score -1.127142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -11271418.000000 Penalty: 5594.395996
	Iteration 52Q: 3 clusters Score -1.127142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -11271430.000000 Penalty: 5594.395996
	Iteration 53Q: 3 clusters Score -1.127143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -11271437.000000 Penalty: 5594.395996
	Iteration 54Q: 3 clusters Score -1.127144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -11271439.000000 Penalty: 5594.395996
	Iteration 55Q: 3 clusters Score -1.127144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -11271442.000000 Penalty: 5594.395996
	Iteration 56Q: 3 clusters Score -1.127144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -11271444.000000 Penalty: 5594.395996
	Iteration 57Q: 3 clusters Score -1.127144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 78447 members 
Entering Unmasked Estep 
Score: -11271450.000000 Penalty: 5594.395996
	Iteration 58Q: 3 clusters Score -1.127145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -11271463.000000 Penalty: 5594.395996
	Iteration 59Q: 3 clusters Score -1.127146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -11271459.000000 Penalty: 5594.395996
	Iteration 60F: 3 clusters Score -1.127146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -11271458.000000 Penalty: 5594.395996
	Iteration 61Q: 3 clusters Score -1.127146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -11271458.000000 Penalty: 5594.395996
	Iteration 62Q: 3 clusters Score -1.127146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -11271461.000000 Penalty: 5594.395996
	Iteration 63Q: 3 clusters Score -1.127146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -11271457.000000 Penalty: 5594.395996
	Iteration 64Q: 3 clusters Score -1.127146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -11271461.000000 Penalty: 5594.395996
	Iteration 65Q: 3 clusters Score -1.127146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -11271455.000000 Penalty: 5594.395996
	Iteration 66Q: 3 clusters Score -1.127146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -11271460.000000 Penalty: 5594.395996
	Iteration 67Q: 3 clusters Score -1.127146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -11271460.000000 Penalty: 5594.395996
	Iteration 68F: 3 clusters Score -1.127146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Entering Unmasked Estep 
Score: -5502646.000000 Penalty: 2618.602539
	Iteration 0F: 2 clusters Score -5502646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -5476516.500000 Penalty: 5237.205078
	Iteration 0F: 3 clusters Score -5476516 nChanged 17582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -5486302.000000 Penalty: 5237.205078
	Iteration 1F: 3 clusters Score -5486302 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5486946.500000 Penalty: 5237.205078
	Iteration 2Q: 3 clusters Score -5486946 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -5487727.500000 Penalty: 5237.205078
	Iteration 3Q: 3 clusters Score -5487728 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -5488798.000000 Penalty: 5237.205078
	Iteration 4F: 3 clusters Score -5488798 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -5490240.000000 Penalty: 5237.205078
	Iteration 5F: 3 clusters Score -5490240 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -5492282.500000 Penalty: 5237.205078
	Iteration 6F: 3 clusters Score -5492282 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -5494570.500000 Penalty: 5237.205078
	Iteration 7F: 3 clusters Score -5494570 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -5496361.500000 Penalty: 5237.205078
	Iteration 8F: 3 clusters Score -5496362 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -5497352.000000 Penalty: 5237.205078
	Iteration 9Q: 3 clusters Score -5497352 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -5497788.000000 Penalty: 5237.205078
	Iteration 10Q: 3 clusters Score -5497788 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -5498070.000000 Penalty: 5237.205078
	Iteration 11Q: 3 clusters Score -5498070 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -5498264.000000 Penalty: 5237.205078
	Iteration 12Q: 3 clusters Score -5498264 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -5498447.500000 Penalty: 5237.205078
	Iteration 13Q: 3 clusters Score -5498448 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -5498607.000000 Penalty: 5237.205078
	Iteration 14Q: 3 clusters Score -5498607 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -5498757.000000 Penalty: 5237.205078
	Iteration 15Q: 3 clusters Score -5498757 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -5498874.500000 Penalty: 5237.205078
	Iteration 16Q: 3 clusters Score -5498874 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -5498998.000000 Penalty: 5237.205078
	Iteration 17Q: 3 clusters Score -5498998 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -5499096.000000 Penalty: 5237.205078
	Iteration 18Q: 3 clusters Score -5499096 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -5499201.500000 Penalty: 5237.205078
	Iteration 19Q: 3 clusters Score -5499202 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -5499265.500000 Penalty: 5237.205078
	Iteration 20F: 3 clusters Score -5499266 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -5499332.000000 Penalty: 5237.205078
	Iteration 21Q: 3 clusters Score -5499332 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -5499370.000000 Penalty: 5237.205078
	Iteration 22Q: 3 clusters Score -5499370 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -5499418.000000 Penalty: 5237.205078
	Iteration 23Q: 3 clusters Score -5499418 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -5499471.000000 Penalty: 5237.205078
	Iteration 24Q: 3 clusters Score -5499471 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -5499520.500000 Penalty: 5237.205078
	Iteration 25Q: 3 clusters Score -5499520 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -5499594.000000 Penalty: 5237.205078
	Iteration 26Q: 3 clusters Score -5499594 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5499656.000000 Penalty: 5237.205078
	Iteration 27Q: 3 clusters Score -5499656 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -5499707.500000 Penalty: 5237.205078
	Iteration 28Q: 3 clusters Score -5499708 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -5499768.000000 Penalty: 5237.205078
	Iteration 29Q: 3 clusters Score -5499768 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5499832.000000 Penalty: 5237.205078
	Iteration 30Q: 3 clusters Score -5499832 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -5499879.500000 Penalty: 5237.205078
	Iteration 31Q: 3 clusters Score -5499880 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5499911.000000 Penalty: 5237.205078
	Iteration 32Q: 3 clusters Score -5499911 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5499937.500000 Penalty: 5237.205078
	Iteration 33Q: 3 clusters Score -5499938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5499974.000000 Penalty: 5237.205078
	Iteration 34Q: 3 clusters Score -5499974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5499994.000000 Penalty: 5237.205078
	Iteration 35Q: 3 clusters Score -5499994 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5500016.500000 Penalty: 5237.205078
	Iteration 36Q: 3 clusters Score -5500016 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5500044.500000 Penalty: 5237.205078
	Iteration 37Q: 3 clusters Score -5500044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5500073.000000 Penalty: 5237.205078
	Iteration 38Q: 3 clusters Score -5500073 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5500091.000000 Penalty: 5237.205078
	Iteration 39Q: 3 clusters Score -5500091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5500097.000000 Penalty: 5237.205078
	Iteration 40F: 3 clusters Score -5500097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5500114.000000 Penalty: 5237.205078
	Iteration 41Q: 3 clusters Score -5500114 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5500130.000000 Penalty: 5237.205078
	Iteration 42Q: 3 clusters Score -5500130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5500153.500000 Penalty: 5237.205078
	Iteration 43Q: 3 clusters Score -5500154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5500157.500000 Penalty: 5237.205078
	Iteration 44Q: 3 clusters Score -5500158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5500164.000000 Penalty: 5237.205078
	Iteration 45Q: 3 clusters Score -5500164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5500179.500000 Penalty: 5237.205078
	Iteration 46Q: 3 clusters Score -5500180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5500196.000000 Penalty: 5237.205078
	Iteration 47Q: 3 clusters Score -5500196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5500201.000000 Penalty: 5237.205078
	Iteration 48Q: 3 clusters Score -5500201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5500201.500000 Penalty: 5237.205078
	Iteration 49Q: 3 clusters Score -5500202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5500198.500000 Penalty: 5237.205078
	Iteration 50Q: 3 clusters Score -5500198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5500207.500000 Penalty: 5237.205078
	Iteration 51Q: 3 clusters Score -5500208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5500207.000000 Penalty: 5237.205078
	Iteration 52Q: 3 clusters Score -5500207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5500211.000000 Penalty: 5237.205078
	Iteration 53Q: 3 clusters Score -5500211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5500220.000000 Penalty: 5237.205078
	Iteration 54Q: 3 clusters Score -5500220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5500219.000000 Penalty: 5237.205078
	Iteration 55Q: 3 clusters Score -5500219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5500229.000000 Penalty: 5237.205078
	Iteration 56Q: 3 clusters Score -5500229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5500244.000000 Penalty: 5237.205078
	Iteration 57Q: 3 clusters Score -5500244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5500241.500000 Penalty: 5237.205078
	Iteration 58Q: 3 clusters Score -5500242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5500240.000000 Penalty: 5237.205078
	Iteration 59Q: 3 clusters Score -5500240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5500240.000000 Penalty: 5237.205078
	Iteration 60F: 3 clusters Score -5500240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5500243.000000 Penalty: 5237.205078
	Iteration 61Q: 3 clusters Score -5500243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5500248.000000 Penalty: 5237.205078
	Iteration 62Q: 3 clusters Score -5500248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5500251.000000 Penalty: 5237.205078
	Iteration 63Q: 3 clusters Score -5500251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5500253.500000 Penalty: 5237.205078
	Iteration 64Q: 3 clusters Score -5500254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5500258.000000 Penalty: 5237.205078
	Iteration 65Q: 3 clusters Score -5500258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5500261.500000 Penalty: 5237.205078
	Iteration 66Q: 3 clusters Score -5500262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5500262.000000 Penalty: 5237.205078
	Iteration 67Q: 3 clusters Score -5500262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5500267.500000 Penalty: 5237.205078
	Iteration 68Q: 3 clusters Score -5500268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5500268.000000 Penalty: 5237.205078
	Iteration 69Q: 3 clusters Score -5500268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5500269.500000 Penalty: 5237.205078
	Iteration 70Q: 3 clusters Score -5500270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5500268.000000 Penalty: 5237.205078
	Iteration 71Q: 3 clusters Score -5500268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5500270.500000 Penalty: 5237.205078
	Iteration 72Q: 3 clusters Score -5500270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5500266.500000 Penalty: 5237.205078
	Iteration 73Q: 3 clusters Score -5500266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5500266.000000 Penalty: 5237.205078
	Iteration 74Q: 3 clusters Score -5500266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5500271.000000 Penalty: 5237.205078
	Iteration 75Q: 3 clusters Score -5500271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5500271.000000 Penalty: 5237.205078
	Iteration 76F: 3 clusters Score -5500271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (81285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Entering Unmasked Estep 
Score: -11553655.000000 Penalty: 2803.817627
	Iteration 0F: 2 clusters Score -1.155366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -11499126.000000 Penalty: 5607.635254
	Iteration 0F: 3 clusters Score -1.149913e+07 nChanged 38279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -11521097.000000 Penalty: 5607.635254
	Iteration 1F: 3 clusters Score -1.15211e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -11521981.000000 Penalty: 5607.635254
	Iteration 2Q: 3 clusters Score -1.152198e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -11523211.000000 Penalty: 5607.635254
	Iteration 3Q: 3 clusters Score -1.152321e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -11524572.000000 Penalty: 5607.635254
	Iteration 4Q: 3 clusters Score -1.152457e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -11526486.000000 Penalty: 5607.635254
	Iteration 5Q: 3 clusters Score -1.152649e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -11529068.000000 Penalty: 5607.635254
	Iteration 6F: 3 clusters Score -1.152907e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -11532529.000000 Penalty: 5607.635254
	Iteration 7F: 3 clusters Score -1.153253e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -11536482.000000 Penalty: 5607.635254
	Iteration 8F: 3 clusters Score -1.153648e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -11540375.000000 Penalty: 5607.635254
	Iteration 9F: 3 clusters Score -1.154038e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -11543763.000000 Penalty: 5607.635254
	Iteration 10F: 3 clusters Score -1.154376e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 75327 members 
Entering Unmasked Estep 
Score: -11546420.000000 Penalty: 5607.635254
	Iteration 11Q: 3 clusters Score -1.154642e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -11548245.000000 Penalty: 5607.635254
	Iteration 12Q: 3 clusters Score -1.154824e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -11549473.000000 Penalty: 5607.635254
	Iteration 13Q: 3 clusters Score -1.154947e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -11550186.000000 Penalty: 5607.635254
	Iteration 14Q: 3 clusters Score -1.155019e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -11550573.000000 Penalty: 5607.635254
	Iteration 15Q: 3 clusters Score -1.155057e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -11550793.000000 Penalty: 5607.635254
	Iteration 16Q: 3 clusters Score -1.155079e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -11550907.000000 Penalty: 5607.635254
	Iteration 17Q: 3 clusters Score -1.155091e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -11551000.000000 Penalty: 5607.635254
	Iteration 18Q: 3 clusters Score -1.1551e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -11551033.000000 Penalty: 5607.635254
	Iteration 19Q: 3 clusters Score -1.155103e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -11551061.000000 Penalty: 5607.635254
	Iteration 20F: 3 clusters Score -1.155106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -11551078.000000 Penalty: 5607.635254
	Iteration 21Q: 3 clusters Score -1.155108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -11551079.000000 Penalty: 5607.635254
	Iteration 22Q: 3 clusters Score -1.155108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 80938 members 
Entering Unmasked Estep 
Score: -11551102.000000 Penalty: 5607.635254
	Iteration 23Q: 3 clusters Score -1.15511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -11551106.000000 Penalty: 5607.635254
	Iteration 24Q: 3 clusters Score -1.155111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 80958 members 
Entering Unmasked Estep 
Score: -11551124.000000 Penalty: 5607.635254
	Iteration 25Q: 3 clusters Score -1.155112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -11551141.000000 Penalty: 5607.635254
	Iteration 26Q: 3 clusters Score -1.155114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -11551135.000000 Penalty: 5607.635254
	Iteration 27Q: 3 clusters Score -1.155114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -11551137.000000 Penalty: 5607.635254
	Iteration 28Q: 3 clusters Score -1.155114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -11551137.000000 Penalty: 5607.635254
	Iteration 29F: 3 clusters Score -1.155114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -134713.343750 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -134713.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -132791.187500 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -132791.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -133054.359375 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -133054.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -133125.093750 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -133125.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133170.078125 Penalty: 3405.481934
	Iteration 3Q: 3 clusters Score -133170.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133185.828125 Penalty: 3405.481934
	Iteration 4Q: 3 clusters Score -133185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133191.640625 Penalty: 3405.481934
	Iteration 5Q: 3 clusters Score -133191.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133195.593750 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -133195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133198.031250 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -133198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133198.562500 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -133198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133200.421875 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -133200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -133201.031250 Penalty: 3405.481934
	Iteration 10Q: 3 clusters Score -133201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -133201.031250 Penalty: 3405.481934
	Iteration 11F: 3 clusters Score -133201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171072 members 
Entering Unmasked Estep 
Score: -23985208.000000 Penalty: 2988.360352
	Iteration 0F: 2 clusters Score -2.398521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -23878504.000000 Penalty: 5976.720703
	Iteration 0F: 3 clusters Score -2.38785e+07 nChanged 82194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78210 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -23927452.000000 Penalty: 5976.720703
	Iteration 1F: 3 clusters Score -2.392745e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 97228 members 
Entering Unmasked Estep 
Score: -23929446.000000 Penalty: 5976.720703
	Iteration 2Q: 3 clusters Score -2.392945e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 103717 members 
Entering Unmasked Estep 
Score: -23932528.000000 Penalty: 5976.720703
	Iteration 3Q: 3 clusters Score -2.393253e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 112923 members 
Entering Unmasked Estep 
Score: -23938610.000000 Penalty: 5976.720703
	Iteration 4F: 3 clusters Score -2.393861e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 125069 members 
Entering Unmasked Estep 
Score: -23948196.000000 Penalty: 5976.720703
	Iteration 5F: 3 clusters Score -2.39482e+07 nChanged 14092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 138995 members 
Entering Unmasked Estep 
Score: -23960462.000000 Penalty: 5976.720703
	Iteration 6F: 3 clusters Score -2.396046e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 152016 members 
Entering Unmasked Estep 
Score: -23972230.000000 Penalty: 5976.720703
	Iteration 7F: 3 clusters Score -2.397223e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 161120 members 
Entering Unmasked Estep 
Score: -23977956.000000 Penalty: 5976.720703
	Iteration 8F: 3 clusters Score -2.397796e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 165766 members 
Entering Unmasked Estep 
Score: -23980628.000000 Penalty: 5976.720703
	Iteration 9Q: 3 clusters Score -2.398063e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 167909 members 
Entering Unmasked Estep 
Score: -23981756.000000 Penalty: 5976.720703
	Iteration 10Q: 3 clusters Score -2.398176e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 168813 members 
Entering Unmasked Estep 
Score: -23982176.000000 Penalty: 5976.720703
	Iteration 11Q: 3 clusters Score -2.398218e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 169235 members 
Entering Unmasked Estep 
Score: -23982514.000000 Penalty: 5976.720703
	Iteration 12Q: 3 clusters Score -2.398251e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 169435 members 
Entering Unmasked Estep 
Score: -23982762.000000 Penalty: 5976.720703
	Iteration 13Q: 3 clusters Score -2.398276e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 169524 members 
Entering Unmasked Estep 
Score: -23982904.000000 Penalty: 5976.720703
	Iteration 14Q: 3 clusters Score -2.39829e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 169578 members 
Entering Unmasked Estep 
Score: -23982994.000000 Penalty: 5976.720703
	Iteration 15Q: 3 clusters Score -2.398299e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 169607 members 
Entering Unmasked Estep 
Score: -23983084.000000 Penalty: 5976.720703
	Iteration 16Q: 3 clusters Score -2.398308e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 169623 members 
Entering Unmasked Estep 
Score: -23983098.000000 Penalty: 5976.720703
	Iteration 17Q: 3 clusters Score -2.39831e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 169627 members 
Entering Unmasked Estep 
Score: -23983120.000000 Penalty: 5976.720703
	Iteration 18Q: 3 clusters Score -2.398312e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 169627 members 
Entering Unmasked Estep 
Score: -23983118.000000 Penalty: 5976.720703
	Iteration 19Q: 3 clusters Score -2.398312e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -23983166.000000 Penalty: 5976.720703
	Iteration 20F: 3 clusters Score -2.398317e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 169645 members 
Entering Unmasked Estep 
Score: -23983180.000000 Penalty: 5976.720703
	Iteration 21Q: 3 clusters Score -2.398318e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 169641 members 
Entering Unmasked Estep 
Score: -23983174.000000 Penalty: 5976.720703
	Iteration 22Q: 3 clusters Score -2.398317e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -23983184.000000 Penalty: 5976.720703
	Iteration 23Q: 3 clusters Score -2.398318e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 169628 members 
Entering Unmasked Estep 
Score: -23983194.000000 Penalty: 5976.720703
	Iteration 24Q: 3 clusters Score -2.398319e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 169635 members 
Entering Unmasked Estep 
Score: -23983198.000000 Penalty: 5976.720703
	Iteration 25Q: 3 clusters Score -2.39832e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 169630 members 
Entering Unmasked Estep 
Score: -23983196.000000 Penalty: 5976.720703
	Iteration 26Q: 3 clusters Score -2.39832e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 169628 members 
Entering Unmasked Estep 
Score: -23983234.000000 Penalty: 5976.720703
	Iteration 27Q: 3 clusters Score -2.398323e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 169623 members 
Entering Unmasked Estep 
Score: -23983246.000000 Penalty: 5976.720703
	Iteration 28Q: 3 clusters Score -2.398325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 169614 members 
Entering Unmasked Estep 
Score: -23983224.000000 Penalty: 5976.720703
	Iteration 29Q: 3 clusters Score -2.398322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 169610 members 
Entering Unmasked Estep 
Score: -23983222.000000 Penalty: 5976.720703
	Iteration 30Q: 3 clusters Score -2.398322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 169608 members 
Entering Unmasked Estep 
Score: -23983236.000000 Penalty: 5976.720703
	Iteration 31Q: 3 clusters Score -2.398324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 169600 members 
Entering Unmasked Estep 
Score: -23983218.000000 Penalty: 5976.720703
	Iteration 32Q: 3 clusters Score -2.398322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 169591 members 
Entering Unmasked Estep 
Score: -23983226.000000 Penalty: 5976.720703
	Iteration 33Q: 3 clusters Score -2.398323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 169588 members 
Entering Unmasked Estep 
Score: -23983228.000000 Penalty: 5976.720703
	Iteration 34Q: 3 clusters Score -2.398323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 169587 members 
Entering Unmasked Estep 
Score: -23983256.000000 Penalty: 5976.720703
	Iteration 35Q: 3 clusters Score -2.398326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 169583 members 
Entering Unmasked Estep 
Score: -23983268.000000 Penalty: 5976.720703
	Iteration 36Q: 3 clusters Score -2.398327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 169580 members 
Entering Unmasked Estep 
Score: -23983264.000000 Penalty: 5976.720703
	Iteration 37Q: 3 clusters Score -2.398326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 169577 members 
Entering Unmasked Estep 
Score: -23983254.000000 Penalty: 5976.720703
	Iteration 38Q: 3 clusters Score -2.398325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 169574 members 
Entering Unmasked Estep 
Score: -23983272.000000 Penalty: 5976.720703
	Iteration 39Q: 3 clusters Score -2.398327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 169570 members 
Entering Unmasked Estep 
Score: -23983272.000000 Penalty: 5976.720703
	Iteration 40F: 3 clusters Score -2.398327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 169563 members 
Entering Unmasked Estep 
Score: -23983250.000000 Penalty: 5976.720703
	Iteration 41Q: 3 clusters Score -2.398325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 169563 members 
Entering Unmasked Estep 
Score: -23983258.000000 Penalty: 5976.720703
	Iteration 42Q: 3 clusters Score -2.398326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 169563 members 
Entering Unmasked Estep 
Score: -23983266.000000 Penalty: 5976.720703
	Iteration 43Q: 3 clusters Score -2.398327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 169559 members 
Entering Unmasked Estep 
Score: -23983284.000000 Penalty: 5976.720703
	Iteration 44Q: 3 clusters Score -2.398328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 169558 members 
Entering Unmasked Estep 
Score: -23983292.000000 Penalty: 5976.720703
	Iteration 45Q: 3 clusters Score -2.398329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 169559 members 
Entering Unmasked Estep 
Score: -23983304.000000 Penalty: 5976.720703
	Iteration 46Q: 3 clusters Score -2.39833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 169563 members 
Entering Unmasked Estep 
Score: -23983294.000000 Penalty: 5976.720703
	Iteration 47Q: 3 clusters Score -2.398329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 169562 members 
Entering Unmasked Estep 
Score: -23983292.000000 Penalty: 5976.720703
	Iteration 48Q: 3 clusters Score -2.398329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 169560 members 
Entering Unmasked Estep 
Score: -23983294.000000 Penalty: 5976.720703
	Iteration 49Q: 3 clusters Score -2.398329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 169557 members 
Entering Unmasked Estep 
Score: -23983272.000000 Penalty: 5976.720703
	Iteration 50Q: 3 clusters Score -2.398327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 169556 members 
Entering Unmasked Estep 
Score: -23983272.000000 Penalty: 5976.720703
	Iteration 51Q: 3 clusters Score -2.398327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 169555 members 
Entering Unmasked Estep 
Score: -23983282.000000 Penalty: 5976.720703
	Iteration 52Q: 3 clusters Score -2.398328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 169553 members 
Entering Unmasked Estep 
Score: -23983274.000000 Penalty: 5976.720703
	Iteration 53Q: 3 clusters Score -2.398327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 169552 members 
Entering Unmasked Estep 
Score: -23983276.000000 Penalty: 5976.720703
	Iteration 54Q: 3 clusters Score -2.398328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 169551 members 
Entering Unmasked Estep 
Score: -23983274.000000 Penalty: 5976.720703
	Iteration 55Q: 3 clusters Score -2.398327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 169551 members 
Entering Unmasked Estep 
Score: -23983274.000000 Penalty: 5976.720703
	Iteration 56F: 3 clusters Score -2.398327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -53004.773438 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -53004.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51563.515625 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -51563.52 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51734.296875 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -51734.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51791.808594 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -51791.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51852.515625 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -51852.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51913.171875 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -51913.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51922.203125 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -51922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51933.589844 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -51933.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51935.910156 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -51935.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51937.101562 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -51937.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51937.101562 Penalty: 2995.966309
	Iteration 9F: 3 clusters Score -51937.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94142 members 
Entering Unmasked Estep 
Score: -13378863.000000 Penalty: 2840.234863
	Iteration 0F: 2 clusters Score -1.337886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -13316598.000000 Penalty: 5680.469727
	Iteration 0F: 3 clusters Score -1.33166e+07 nChanged 44259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -13341516.000000 Penalty: 5680.469727
	Iteration 1F: 3 clusters Score -1.334152e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -13342205.000000 Penalty: 5680.469727
	Iteration 2Q: 3 clusters Score -1.33422e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -13342982.000000 Penalty: 5680.469727
	Iteration 3Q: 3 clusters Score -1.334298e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -13344215.000000 Penalty: 5680.469727
	Iteration 4Q: 3 clusters Score -1.334422e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -13346056.000000 Penalty: 5680.469727
	Iteration 5Q: 3 clusters Score -1.334606e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -13349218.000000 Penalty: 5680.469727
	Iteration 6F: 3 clusters Score -1.334922e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -13354232.000000 Penalty: 5680.469727
	Iteration 7F: 3 clusters Score -1.335423e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -13361145.000000 Penalty: 5680.469727
	Iteration 8F: 3 clusters Score -1.336114e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84145 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -13368016.000000 Penalty: 5680.469727
	Iteration 9F: 3 clusters Score -1.336802e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -13372619.000000 Penalty: 5680.469727
	Iteration 10F: 3 clusters Score -1.337262e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -13374744.000000 Penalty: 5680.469727
	Iteration 11Q: 3 clusters Score -1.337474e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -13375614.000000 Penalty: 5680.469727
	Iteration 12Q: 3 clusters Score -1.337561e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13376082.000000 Penalty: 5680.469727
	Iteration 13Q: 3 clusters Score -1.337608e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93118 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -13376313.000000 Penalty: 5680.469727
	Iteration 14Q: 3 clusters Score -1.337631e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13376455.000000 Penalty: 5680.469727
	Iteration 15Q: 3 clusters Score -1.337646e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93294 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -13376548.000000 Penalty: 5680.469727
	Iteration 16Q: 3 clusters Score -1.337655e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -13376569.000000 Penalty: 5680.469727
	Iteration 17Q: 3 clusters Score -1.337657e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -13376584.000000 Penalty: 5680.469727
	Iteration 18Q: 3 clusters Score -1.337658e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93368 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13376616.000000 Penalty: 5680.469727
	Iteration 19Q: 3 clusters Score -1.337662e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13376642.000000 Penalty: 5680.469727
	Iteration 20F: 3 clusters Score -1.337664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13376636.000000 Penalty: 5680.469727
	Iteration 21Q: 3 clusters Score -1.337664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -13376633.000000 Penalty: 5680.469727
	Iteration 22Q: 3 clusters Score -1.337663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -13376653.000000 Penalty: 5680.469727
	Iteration 23Q: 3 clusters Score -1.337665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13376653.000000 Penalty: 5680.469727
	Iteration 24Q: 3 clusters Score -1.337665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93430 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -13376667.000000 Penalty: 5680.469727
	Iteration 25Q: 3 clusters Score -1.337667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13376681.000000 Penalty: 5680.469727
	Iteration 26Q: 3 clusters Score -1.337668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -13376683.000000 Penalty: 5680.469727
	Iteration 27Q: 3 clusters Score -1.337668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13376689.000000 Penalty: 5680.469727
	Iteration 28Q: 3 clusters Score -1.337669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -13376686.000000 Penalty: 5680.469727
	Iteration 29Q: 3 clusters Score -1.337669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -13376701.000000 Penalty: 5680.469727
	Iteration 30Q: 3 clusters Score -1.33767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -13376691.000000 Penalty: 5680.469727
	Iteration 31Q: 3 clusters Score -1.337669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93462 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13376703.000000 Penalty: 5680.469727
	Iteration 32Q: 3 clusters Score -1.33767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93462 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13376705.000000 Penalty: 5680.469727
	Iteration 33F: 3 clusters Score -1.33767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -13376711.000000 Penalty: 5680.469727
	Iteration 34Q: 3 clusters Score -1.337671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -13376715.000000 Penalty: 5680.469727
	Iteration 35Q: 3 clusters Score -1.337672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13376730.000000 Penalty: 5680.469727
	Iteration 36Q: 3 clusters Score -1.337673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13376744.000000 Penalty: 5680.469727
	Iteration 37Q: 3 clusters Score -1.337674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -13376751.000000 Penalty: 5680.469727
	Iteration 38Q: 3 clusters Score -1.337675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93476 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -13376756.000000 Penalty: 5680.469727
	Iteration 39Q: 3 clusters Score -1.337676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -13376746.000000 Penalty: 5680.469727
	Iteration 40F: 3 clusters Score -1.337675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93487 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13376746.000000 Penalty: 5680.469727
	Iteration 41Q: 3 clusters Score -1.337675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -13376755.000000 Penalty: 5680.469727
	Iteration 42Q: 3 clusters Score -1.337676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -13376744.000000 Penalty: 5680.469727
	Iteration 43Q: 3 clusters Score -1.337674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -13376752.000000 Penalty: 5680.469727
	Iteration 44Q: 3 clusters Score -1.337675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93491 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -13376758.000000 Penalty: 5680.469727
	Iteration 45Q: 3 clusters Score -1.337676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13376756.000000 Penalty: 5680.469727
	Iteration 46Q: 3 clusters Score -1.337676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -13376762.000000 Penalty: 5680.469727
	Iteration 47Q: 3 clusters Score -1.337676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13376763.000000 Penalty: 5680.469727
	Iteration 48Q: 3 clusters Score -1.337676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13376763.000000 Penalty: 5680.469727
	Iteration 49F: 3 clusters Score -1.337676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Entering Unmasked Estep 
Score: -742554.875000 Penalty: 2120.987061
	Iteration 0F: 2 clusters Score -742554.9 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 2641 members 
Entering Unmasked Estep 
Score: -737899.812500 Penalty: 4241.974121
	Iteration 0F: 3 clusters Score -737899.8 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -738922.500000 Penalty: 4241.974121
	Iteration 1F: 3 clusters Score -738922.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -739123.375000 Penalty: 4241.974121
	Iteration 2F: 3 clusters Score -739123.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -739236.750000 Penalty: 4241.974121
	Iteration 3Q: 3 clusters Score -739236.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -739301.250000 Penalty: 4241.974121
	Iteration 4Q: 3 clusters Score -739301.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -739356.750000 Penalty: 4241.974121
	Iteration 5Q: 3 clusters Score -739356.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -739389.812500 Penalty: 4241.974121
	Iteration 6Q: 3 clusters Score -739389.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -739419.687500 Penalty: 4241.974121
	Iteration 7Q: 3 clusters Score -739419.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -739446.937500 Penalty: 4241.974121
	Iteration 8Q: 3 clusters Score -739446.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -739471.125000 Penalty: 4241.974121
	Iteration 9Q: 3 clusters Score -739471.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -739488.625000 Penalty: 4241.974121
	Iteration 10Q: 3 clusters Score -739488.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -739509.187500 Penalty: 4241.974121
	Iteration 11Q: 3 clusters Score -739509.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -739530.625000 Penalty: 4241.974121
	Iteration 12Q: 3 clusters Score -739530.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -739544.437500 Penalty: 4241.974121
	Iteration 13Q: 3 clusters Score -739544.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -739560.625000 Penalty: 4241.974121
	Iteration 14Q: 3 clusters Score -739560.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -739581.562500 Penalty: 4241.974121
	Iteration 15Q: 3 clusters Score -739581.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -739595.687500 Penalty: 4241.974121
	Iteration 16Q: 3 clusters Score -739595.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -739610.250000 Penalty: 4241.974121
	Iteration 17Q: 3 clusters Score -739610.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -739626.812500 Penalty: 4241.974121
	Iteration 18Q: 3 clusters Score -739626.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -739644.812500 Penalty: 4241.974121
	Iteration 19Q: 3 clusters Score -739644.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -739659.312500 Penalty: 4241.974121
	Iteration 20F: 3 clusters Score -739659.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -739673.187500 Penalty: 4241.974121
	Iteration 21Q: 3 clusters Score -739673.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -739683.500000 Penalty: 4241.974121
	Iteration 22Q: 3 clusters Score -739683.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -739699.937500 Penalty: 4241.974121
	Iteration 23Q: 3 clusters Score -739699.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -739715.937500 Penalty: 4241.974121
	Iteration 24Q: 3 clusters Score -739715.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -739736.187500 Penalty: 4241.974121
	Iteration 25Q: 3 clusters Score -739736.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -739752.562500 Penalty: 4241.974121
	Iteration 26Q: 3 clusters Score -739752.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -739769.625000 Penalty: 4241.974121
	Iteration 27Q: 3 clusters Score -739769.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -739794.125000 Penalty: 4241.974121
	Iteration 28Q: 3 clusters Score -739794.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -739817.750000 Penalty: 4241.974121
	Iteration 29Q: 3 clusters Score -739817.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -739835.375000 Penalty: 4241.974121
	Iteration 30Q: 3 clusters Score -739835.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -739858.875000 Penalty: 4241.974121
	Iteration 31Q: 3 clusters Score -739858.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -739888.187500 Penalty: 4241.974121
	Iteration 32Q: 3 clusters Score -739888.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -739915.937500 Penalty: 4241.974121
	Iteration 33Q: 3 clusters Score -739915.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -739949.625000 Penalty: 4241.974121
	Iteration 34Q: 3 clusters Score -739949.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -739990.437500 Penalty: 4241.974121
	Iteration 35Q: 3 clusters Score -739990.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -740044.937500 Penalty: 4241.974121
	Iteration 36Q: 3 clusters Score -740044.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -740103.062500 Penalty: 4241.974121
	Iteration 37Q: 3 clusters Score -740103.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -740150.812500 Penalty: 4241.974121
	Iteration 38Q: 3 clusters Score -740150.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -740199.250000 Penalty: 4241.974121
	Iteration 39Q: 3 clusters Score -740199.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -740254.437500 Penalty: 4241.974121
	Iteration 40F: 3 clusters Score -740254.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -740314.437500 Penalty: 4241.974121
	Iteration 41Q: 3 clusters Score -740314.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -740373.062500 Penalty: 4241.974121
	Iteration 42Q: 3 clusters Score -740373.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -740419.937500 Penalty: 4241.974121
	Iteration 43Q: 3 clusters Score -740419.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -740458.875000 Penalty: 4241.974121
	Iteration 44Q: 3 clusters Score -740458.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -740506.875000 Penalty: 4241.974121
	Iteration 45Q: 3 clusters Score -740506.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -740554.687500 Penalty: 4241.974121
	Iteration 46Q: 3 clusters Score -740554.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -740580.875000 Penalty: 4241.974121
	Iteration 47Q: 3 clusters Score -740580.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -740603.187500 Penalty: 4241.974121
	Iteration 48Q: 3 clusters Score -740603.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -740623.812500 Penalty: 4241.974121
	Iteration 49Q: 3 clusters Score -740623.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -740638.437500 Penalty: 4241.974121
	Iteration 50Q: 3 clusters Score -740638.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -740651.062500 Penalty: 4241.974121
	Iteration 51Q: 3 clusters Score -740651.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -740659.562500 Penalty: 4241.974121
	Iteration 52Q: 3 clusters Score -740659.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -740665.312500 Penalty: 4241.974121
	Iteration 53Q: 3 clusters Score -740665.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -740676.812500 Penalty: 4241.974121
	Iteration 54Q: 3 clusters Score -740676.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -740685.250000 Penalty: 4241.974121
	Iteration 55Q: 3 clusters Score -740685.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -740694.437500 Penalty: 4241.974121
	Iteration 56Q: 3 clusters Score -740694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -740701.437500 Penalty: 4241.974121
	Iteration 57Q: 3 clusters Score -740701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -740703.062500 Penalty: 4241.974121
	Iteration 58Q: 3 clusters Score -740703.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -740707.437500 Penalty: 4241.974121
	Iteration 59Q: 3 clusters Score -740707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -740707.437500 Penalty: 4241.974121
	Iteration 60F: 3 clusters Score -740707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Entering Unmasked Estep 
Score: -3223617.000000 Penalty: 2486.933838
	Iteration 0F: 2 clusters Score -3223617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3207760.500000 Penalty: 4973.867676
	Iteration 0F: 3 clusters Score -3207760 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3213086.750000 Penalty: 4973.867676
	Iteration 1F: 3 clusters Score -3213087 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3213437.000000 Penalty: 4973.867676
	Iteration 2F: 3 clusters Score -3213437 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3213695.750000 Penalty: 4973.867676
	Iteration 3Q: 3 clusters Score -3213696 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3213894.000000 Penalty: 4973.867676
	Iteration 4Q: 3 clusters Score -3213894 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3214085.500000 Penalty: 4973.867676
	Iteration 5Q: 3 clusters Score -3214086 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3214252.000000 Penalty: 4973.867676
	Iteration 6Q: 3 clusters Score -3214252 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3214421.000000 Penalty: 4973.867676
	Iteration 7Q: 3 clusters Score -3214421 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3214609.000000 Penalty: 4973.867676
	Iteration 8Q: 3 clusters Score -3214609 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3214809.250000 Penalty: 4973.867676
	Iteration 9Q: 3 clusters Score -3214809 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3215084.500000 Penalty: 4973.867676
	Iteration 10Q: 3 clusters Score -3215084 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3215455.250000 Penalty: 4973.867676
	Iteration 11Q: 3 clusters Score -3215455 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3215971.250000 Penalty: 4973.867676
	Iteration 12Q: 3 clusters Score -3215971 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3216698.000000 Penalty: 4973.867676
	Iteration 13F: 3 clusters Score -3216698 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3217644.750000 Penalty: 4973.867676
	Iteration 14F: 3 clusters Score -3217645 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3218713.250000 Penalty: 4973.867676
	Iteration 15F: 3 clusters Score -3218713 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3219639.500000 Penalty: 4973.867676
	Iteration 16Q: 3 clusters Score -3219640 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3220419.000000 Penalty: 4973.867676
	Iteration 17Q: 3 clusters Score -3220419 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3220942.000000 Penalty: 4973.867676
	Iteration 18Q: 3 clusters Score -3220942 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3221212.250000 Penalty: 4973.867676
	Iteration 19Q: 3 clusters Score -3221212 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3221347.750000 Penalty: 4973.867676
	Iteration 20F: 3 clusters Score -3221348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3221408.750000 Penalty: 4973.867676
	Iteration 21Q: 3 clusters Score -3221409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3221450.250000 Penalty: 4973.867676
	Iteration 22Q: 3 clusters Score -3221450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3221482.500000 Penalty: 4973.867676
	Iteration 23Q: 3 clusters Score -3221482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3221510.500000 Penalty: 4973.867676
	Iteration 24Q: 3 clusters Score -3221510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3221528.250000 Penalty: 4973.867676
	Iteration 25Q: 3 clusters Score -3221528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3221542.250000 Penalty: 4973.867676
	Iteration 26Q: 3 clusters Score -3221542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3221547.750000 Penalty: 4973.867676
	Iteration 27Q: 3 clusters Score -3221548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3221570.500000 Penalty: 4973.867676
	Iteration 28Q: 3 clusters Score -3221570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3221574.750000 Penalty: 4973.867676
	Iteration 29Q: 3 clusters Score -3221575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3221585.500000 Penalty: 4973.867676
	Iteration 30Q: 3 clusters Score -3221586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3221586.250000 Penalty: 4973.867676
	Iteration 31Q: 3 clusters Score -3221586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3221595.000000 Penalty: 4973.867676
	Iteration 32Q: 3 clusters Score -3221595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3221591.500000 Penalty: 4973.867676
	Iteration 33Q: 3 clusters Score -3221592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3221595.000000 Penalty: 4973.867676
	Iteration 34Q: 3 clusters Score -3221595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3221604.500000 Penalty: 4973.867676
	Iteration 35F: 3 clusters Score -3221604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3221621.000000 Penalty: 4973.867676
	Iteration 36Q: 3 clusters Score -3221621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3221632.500000 Penalty: 4973.867676
	Iteration 37Q: 3 clusters Score -3221632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3221629.750000 Penalty: 4973.867676
	Iteration 38Q: 3 clusters Score -3221630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3221645.500000 Penalty: 4973.867676
	Iteration 39Q: 3 clusters Score -3221646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3221667.500000 Penalty: 4973.867676
	Iteration 40F: 3 clusters Score -3221668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3221677.000000 Penalty: 4973.867676
	Iteration 41Q: 3 clusters Score -3221677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3221694.500000 Penalty: 4973.867676
	Iteration 42Q: 3 clusters Score -3221694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3221706.250000 Penalty: 4973.867676
	Iteration 43Q: 3 clusters Score -3221706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3221720.250000 Penalty: 4973.867676
	Iteration 44Q: 3 clusters Score -3221720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3221733.000000 Penalty: 4973.867676
	Iteration 45Q: 3 clusters Score -3221733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3221748.000000 Penalty: 4973.867676
	Iteration 46Q: 3 clusters Score -3221748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3221751.250000 Penalty: 4973.867676
	Iteration 47Q: 3 clusters Score -3221751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3221756.750000 Penalty: 4973.867676
	Iteration 48Q: 3 clusters Score -3221757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3221762.000000 Penalty: 4973.867676
	Iteration 49Q: 3 clusters Score -3221762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3221764.500000 Penalty: 4973.867676
	Iteration 50Q: 3 clusters Score -3221764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3221769.500000 Penalty: 4973.867676
	Iteration 51Q: 3 clusters Score -3221770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3221769.750000 Penalty: 4973.867676
	Iteration 52Q: 3 clusters Score -3221770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3221771.750000 Penalty: 4973.867676
	Iteration 53Q: 3 clusters Score -3221772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3221771.000000 Penalty: 4973.867676
	Iteration 54Q: 3 clusters Score -3221771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3221773.250000 Penalty: 4973.867676
	Iteration 55Q: 3 clusters Score -3221773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3221773.250000 Penalty: 4973.867676
	Iteration 56F: 3 clusters Score -3221773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Entering Unmasked Estep 
Score: -836407.125000 Penalty: 2149.840576
	Iteration 0F: 2 clusters Score -836407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -831402.812500 Penalty: 4299.681152
	Iteration 0F: 3 clusters Score -831402.8 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -832593.562500 Penalty: 4299.681152
	Iteration 1F: 3 clusters Score -832593.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -832808.500000 Penalty: 4299.681152
	Iteration 2F: 3 clusters Score -832808.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -832932.312500 Penalty: 4299.681152
	Iteration 3Q: 3 clusters Score -832932.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -833015.125000 Penalty: 4299.681152
	Iteration 4Q: 3 clusters Score -833015.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -833067.250000 Penalty: 4299.681152
	Iteration 5Q: 3 clusters Score -833067.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -833110.875000 Penalty: 4299.681152
	Iteration 6Q: 3 clusters Score -833110.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -833151.437500 Penalty: 4299.681152
	Iteration 7Q: 3 clusters Score -833151.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -833191.437500 Penalty: 4299.681152
	Iteration 8Q: 3 clusters Score -833191.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -833219.437500 Penalty: 4299.681152
	Iteration 9Q: 3 clusters Score -833219.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -833249.250000 Penalty: 4299.681152
	Iteration 10Q: 3 clusters Score -833249.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -833276.750000 Penalty: 4299.681152
	Iteration 11Q: 3 clusters Score -833276.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -833295.562500 Penalty: 4299.681152
	Iteration 12Q: 3 clusters Score -833295.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -833321.187500 Penalty: 4299.681152
	Iteration 13Q: 3 clusters Score -833321.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -833342.937500 Penalty: 4299.681152
	Iteration 14Q: 3 clusters Score -833342.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -833365.937500 Penalty: 4299.681152
	Iteration 15Q: 3 clusters Score -833365.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -833382.687500 Penalty: 4299.681152
	Iteration 16Q: 3 clusters Score -833382.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -833407.437500 Penalty: 4299.681152
	Iteration 17Q: 3 clusters Score -833407.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -833435.562500 Penalty: 4299.681152
	Iteration 18Q: 3 clusters Score -833435.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -833460.375000 Penalty: 4299.681152
	Iteration 19Q: 3 clusters Score -833460.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -833489.500000 Penalty: 4299.681152
	Iteration 20F: 3 clusters Score -833489.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -833520.375000 Penalty: 4299.681152
	Iteration 21Q: 3 clusters Score -833520.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -833551.187500 Penalty: 4299.681152
	Iteration 22Q: 3 clusters Score -833551.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -833594.937500 Penalty: 4299.681152
	Iteration 23Q: 3 clusters Score -833594.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -833642.812500 Penalty: 4299.681152
	Iteration 24Q: 3 clusters Score -833642.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -833700.375000 Penalty: 4299.681152
	Iteration 25Q: 3 clusters Score -833700.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -833754.812500 Penalty: 4299.681152
	Iteration 26Q: 3 clusters Score -833754.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -833806.625000 Penalty: 4299.681152
	Iteration 27Q: 3 clusters Score -833806.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -833872.062500 Penalty: 4299.681152
	Iteration 28Q: 3 clusters Score -833872.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -833940.187500 Penalty: 4299.681152
	Iteration 29Q: 3 clusters Score -833940.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -834004.062500 Penalty: 4299.681152
	Iteration 30Q: 3 clusters Score -834004.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -834075.187500 Penalty: 4299.681152
	Iteration 31Q: 3 clusters Score -834075.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -834147.937500 Penalty: 4299.681152
	Iteration 32Q: 3 clusters Score -834147.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -834223.750000 Penalty: 4299.681152
	Iteration 33Q: 3 clusters Score -834223.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -834293.000000 Penalty: 4299.681152
	Iteration 34Q: 3 clusters Score -834293 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -834340.250000 Penalty: 4299.681152
	Iteration 35Q: 3 clusters Score -834340.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -834384.750000 Penalty: 4299.681152
	Iteration 36Q: 3 clusters Score -834384.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -834416.375000 Penalty: 4299.681152
	Iteration 37Q: 3 clusters Score -834416.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -834432.562500 Penalty: 4299.681152
	Iteration 38Q: 3 clusters Score -834432.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -834460.000000 Penalty: 4299.681152
	Iteration 39Q: 3 clusters Score -834460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -834479.375000 Penalty: 4299.681152
	Iteration 40F: 3 clusters Score -834479.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -834502.937500 Penalty: 4299.681152
	Iteration 41Q: 3 clusters Score -834502.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -834518.562500 Penalty: 4299.681152
	Iteration 42Q: 3 clusters Score -834518.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -834531.250000 Penalty: 4299.681152
	Iteration 43Q: 3 clusters Score -834531.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -834542.875000 Penalty: 4299.681152
	Iteration 44Q: 3 clusters Score -834542.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -834549.562500 Penalty: 4299.681152
	Iteration 45Q: 3 clusters Score -834549.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -834555.562500 Penalty: 4299.681152
	Iteration 46Q: 3 clusters Score -834555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -834557.937500 Penalty: 4299.681152
	Iteration 47Q: 3 clusters Score -834557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -834560.937500 Penalty: 4299.681152
	Iteration 48Q: 3 clusters Score -834560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -834563.125000 Penalty: 4299.681152
	Iteration 49Q: 3 clusters Score -834563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -834566.125000 Penalty: 4299.681152
	Iteration 50Q: 3 clusters Score -834566.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -834566.312500 Penalty: 4299.681152
	Iteration 51Q: 3 clusters Score -834566.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -834566.312500 Penalty: 4299.681152
	Iteration 52F: 3 clusters Score -834566.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Entering Unmasked Estep 
Score: -1362015.625000 Penalty: 2275.816895
	Iteration 0F: 2 clusters Score -1362016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1354511.625000 Penalty: 4551.633789
	Iteration 0F: 3 clusters Score -1354512 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1356739.250000 Penalty: 4551.633789
	Iteration 1F: 3 clusters Score -1356739 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1357008.500000 Penalty: 4551.633789
	Iteration 2F: 3 clusters Score -1357008 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1357204.250000 Penalty: 4551.633789
	Iteration 3Q: 3 clusters Score -1357204 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1357366.625000 Penalty: 4551.633789
	Iteration 4Q: 3 clusters Score -1357367 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1357502.625000 Penalty: 4551.633789
	Iteration 5Q: 3 clusters Score -1357503 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1357634.250000 Penalty: 4551.633789
	Iteration 6Q: 3 clusters Score -1357634 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1357762.125000 Penalty: 4551.633789
	Iteration 7Q: 3 clusters Score -1357762 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1357936.000000 Penalty: 4551.633789
	Iteration 8Q: 3 clusters Score -1357936 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1358164.750000 Penalty: 4551.633789
	Iteration 9Q: 3 clusters Score -1358165 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1358415.000000 Penalty: 4551.633789
	Iteration 10Q: 3 clusters Score -1358415 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1358681.375000 Penalty: 4551.633789
	Iteration 11Q: 3 clusters Score -1358681 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1358890.875000 Penalty: 4551.633789
	Iteration 12Q: 3 clusters Score -1358891 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1359069.875000 Penalty: 4551.633789
	Iteration 13Q: 3 clusters Score -1359070 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1359241.125000 Penalty: 4551.633789
	Iteration 14Q: 3 clusters Score -1359241 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1359386.250000 Penalty: 4551.633789
	Iteration 15Q: 3 clusters Score -1359386 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1359499.125000 Penalty: 4551.633789
	Iteration 16Q: 3 clusters Score -1359499 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1359587.375000 Penalty: 4551.633789
	Iteration 17Q: 3 clusters Score -1359587 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1359665.875000 Penalty: 4551.633789
	Iteration 18Q: 3 clusters Score -1359666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1359724.875000 Penalty: 4551.633789
	Iteration 19Q: 3 clusters Score -1359725 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1359777.250000 Penalty: 4551.633789
	Iteration 20F: 3 clusters Score -1359777 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1359823.750000 Penalty: 4551.633789
	Iteration 21Q: 3 clusters Score -1359824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1359860.250000 Penalty: 4551.633789
	Iteration 22Q: 3 clusters Score -1359860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1359901.125000 Penalty: 4551.633789
	Iteration 23Q: 3 clusters Score -1359901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1359933.875000 Penalty: 4551.633789
	Iteration 24Q: 3 clusters Score -1359934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1359956.000000 Penalty: 4551.633789
	Iteration 25Q: 3 clusters Score -1359956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1359974.875000 Penalty: 4551.633789
	Iteration 26Q: 3 clusters Score -1359975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1359989.625000 Penalty: 4551.633789
	Iteration 27Q: 3 clusters Score -1359990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1360001.750000 Penalty: 4551.633789
	Iteration 28Q: 3 clusters Score -1360002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1360011.375000 Penalty: 4551.633789
	Iteration 29Q: 3 clusters Score -1360011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1360015.625000 Penalty: 4551.633789
	Iteration 30Q: 3 clusters Score -1360016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1360023.500000 Penalty: 4551.633789
	Iteration 31Q: 3 clusters Score -1360024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1360029.625000 Penalty: 4551.633789
	Iteration 32Q: 3 clusters Score -1360030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1360039.250000 Penalty: 4551.633789
	Iteration 33Q: 3 clusters Score -1360039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1360047.250000 Penalty: 4551.633789
	Iteration 34Q: 3 clusters Score -1360047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1360052.375000 Penalty: 4551.633789
	Iteration 35Q: 3 clusters Score -1360052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1360057.250000 Penalty: 4551.633789
	Iteration 36Q: 3 clusters Score -1360057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1360060.875000 Penalty: 4551.633789
	Iteration 37Q: 3 clusters Score -1360061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1360061.625000 Penalty: 4551.633789
	Iteration 38Q: 3 clusters Score -1360062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1360062.500000 Penalty: 4551.633789
	Iteration 39Q: 3 clusters Score -1360062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1360062.500000 Penalty: 4551.633789
	Iteration 40F: 3 clusters Score -1360062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -10858.999023 Penalty: 1137.072021
	Iteration 0F: 2 clusters Score -10859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -10138.661133 Penalty: 2274.144043
	Iteration 0F: 3 clusters Score -10138.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -10161.853516 Penalty: 2274.144043
	Iteration 1Q: 3 clusters Score -10161.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -10161.853516 Penalty: 2274.144043
	Iteration 2F: 3 clusters Score -10161.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (120841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120841 members 
Entering Unmasked Estep 
Score: -17136182.000000 Penalty: 2902.153076
	Iteration 0F: 2 clusters Score -1.713618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -17056726.000000 Penalty: 5804.306152
	Iteration 0F: 3 clusters Score -1.705673e+07 nChanged 57129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -17089190.000000 Penalty: 5804.306152
	Iteration 1F: 3 clusters Score -1.708919e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -17090152.000000 Penalty: 5804.306152
	Iteration 2Q: 3 clusters Score -1.709015e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -17091316.000000 Penalty: 5804.306152
	Iteration 3Q: 3 clusters Score -1.709132e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -17092796.000000 Penalty: 5804.306152
	Iteration 4Q: 3 clusters Score -1.70928e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -17095338.000000 Penalty: 5804.306152
	Iteration 5Q: 3 clusters Score -1.709534e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -17098400.000000 Penalty: 5804.306152
	Iteration 6Q: 3 clusters Score -1.70984e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -17102660.000000 Penalty: 5804.306152
	Iteration 7F: 3 clusters Score -1.710266e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70491 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -17107692.000000 Penalty: 5804.306152
	Iteration 8F: 3 clusters Score -1.710769e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71910 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -17112592.000000 Penalty: 5804.306152
	Iteration 9F: 3 clusters Score -1.711259e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -17116402.000000 Penalty: 5804.306152
	Iteration 10F: 3 clusters Score -1.71164e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -17118242.000000 Penalty: 5804.306152
	Iteration 11Q: 3 clusters Score -1.711824e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -17118844.000000 Penalty: 5804.306152
	Iteration 12Q: 3 clusters Score -1.711884e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -17119116.000000 Penalty: 5804.306152
	Iteration 13Q: 3 clusters Score -1.711912e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -17119318.000000 Penalty: 5804.306152
	Iteration 14Q: 3 clusters Score -1.711932e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -17119450.000000 Penalty: 5804.306152
	Iteration 15Q: 3 clusters Score -1.711945e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75647 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -17119620.000000 Penalty: 5804.306152
	Iteration 16Q: 3 clusters Score -1.711962e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -17119730.000000 Penalty: 5804.306152
	Iteration 17Q: 3 clusters Score -1.711973e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -17119826.000000 Penalty: 5804.306152
	Iteration 18Q: 3 clusters Score -1.711983e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77385 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -17119946.000000 Penalty: 5804.306152
	Iteration 19Q: 3 clusters Score -1.711995e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78031 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -17120144.000000 Penalty: 5804.306152
	Iteration 20F: 3 clusters Score -1.712014e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -17120222.000000 Penalty: 5804.306152
	Iteration 21Q: 3 clusters Score -1.712022e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -17120446.000000 Penalty: 5804.306152
	Iteration 22Q: 3 clusters Score -1.712045e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -17120586.000000 Penalty: 5804.306152
	Iteration 23Q: 3 clusters Score -1.712059e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -17120742.000000 Penalty: 5804.306152
	Iteration 24Q: 3 clusters Score -1.712074e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -17120960.000000 Penalty: 5804.306152
	Iteration 25Q: 3 clusters Score -1.712096e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83438 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -17121232.000000 Penalty: 5804.306152
	Iteration 26Q: 3 clusters Score -1.712123e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -17121430.000000 Penalty: 5804.306152
	Iteration 27Q: 3 clusters Score -1.712143e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85406 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -17121608.000000 Penalty: 5804.306152
	Iteration 28Q: 3 clusters Score -1.712161e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -17121874.000000 Penalty: 5804.306152
	Iteration 29Q: 3 clusters Score -1.712187e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87542 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -17122088.000000 Penalty: 5804.306152
	Iteration 30Q: 3 clusters Score -1.712209e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -17122330.000000 Penalty: 5804.306152
	Iteration 31Q: 3 clusters Score -1.712233e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -17122570.000000 Penalty: 5804.306152
	Iteration 32Q: 3 clusters Score -1.712257e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -17122832.000000 Penalty: 5804.306152
	Iteration 33Q: 3 clusters Score -1.712283e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92536 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -17123232.000000 Penalty: 5804.306152
	Iteration 34Q: 3 clusters Score -1.712323e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -17123542.000000 Penalty: 5804.306152
	Iteration 35Q: 3 clusters Score -1.712354e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -17123990.000000 Penalty: 5804.306152
	Iteration 36Q: 3 clusters Score -1.712399e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -17124448.000000 Penalty: 5804.306152
	Iteration 37Q: 3 clusters Score -1.712445e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98432 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -17124990.000000 Penalty: 5804.306152
	Iteration 38Q: 3 clusters Score -1.712499e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -17125472.000000 Penalty: 5804.306152
	Iteration 39Q: 3 clusters Score -1.712547e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101650 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -17126002.000000 Penalty: 5804.306152
	Iteration 40F: 3 clusters Score -1.7126e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103281 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -17126674.000000 Penalty: 5804.306152
	Iteration 41Q: 3 clusters Score -1.712667e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104900 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -17127282.000000 Penalty: 5804.306152
	Iteration 42Q: 3 clusters Score -1.712728e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106543 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -17127900.000000 Penalty: 5804.306152
	Iteration 43Q: 3 clusters Score -1.71279e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108189 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -17128576.000000 Penalty: 5804.306152
	Iteration 44Q: 3 clusters Score -1.712858e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109700 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -17129270.000000 Penalty: 5804.306152
	Iteration 45Q: 3 clusters Score -1.712927e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -17129950.000000 Penalty: 5804.306152
	Iteration 46Q: 3 clusters Score -1.712995e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112395 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -17130510.000000 Penalty: 5804.306152
	Iteration 47Q: 3 clusters Score -1.713051e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113598 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -17131104.000000 Penalty: 5804.306152
	Iteration 48Q: 3 clusters Score -1.71311e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -17131528.000000 Penalty: 5804.306152
	Iteration 49Q: 3 clusters Score -1.713153e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115530 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -17131964.000000 Penalty: 5804.306152
	Iteration 50Q: 3 clusters Score -1.713196e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116313 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -17132260.000000 Penalty: 5804.306152
	Iteration 51Q: 3 clusters Score -1.713226e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116958 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -17132524.000000 Penalty: 5804.306152
	Iteration 52Q: 3 clusters Score -1.713252e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117489 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -17132746.000000 Penalty: 5804.306152
	Iteration 53Q: 3 clusters Score -1.713275e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117911 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -17132964.000000 Penalty: 5804.306152
	Iteration 54Q: 3 clusters Score -1.713296e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118251 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -17133124.000000 Penalty: 5804.306152
	Iteration 55Q: 3 clusters Score -1.713312e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118519 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -17133304.000000 Penalty: 5804.306152
	Iteration 56Q: 3 clusters Score -1.71333e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118726 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -17133398.000000 Penalty: 5804.306152
	Iteration 57Q: 3 clusters Score -1.71334e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118897 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -17133516.000000 Penalty: 5804.306152
	Iteration 58Q: 3 clusters Score -1.713352e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119036 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -17133574.000000 Penalty: 5804.306152
	Iteration 59Q: 3 clusters Score -1.713357e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119146 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -17133624.000000 Penalty: 5804.306152
	Iteration 60F: 3 clusters Score -1.713362e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -17133708.000000 Penalty: 5804.306152
	Iteration 61Q: 3 clusters Score -1.713371e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119340 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -17133814.000000 Penalty: 5804.306152
	Iteration 62Q: 3 clusters Score -1.713381e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119392 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -17133816.000000 Penalty: 5804.306152
	Iteration 63Q: 3 clusters Score -1.713382e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -17133830.000000 Penalty: 5804.306152
	Iteration 64Q: 3 clusters Score -1.713383e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119464 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -17133856.000000 Penalty: 5804.306152
	Iteration 65Q: 3 clusters Score -1.713386e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119493 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -17133872.000000 Penalty: 5804.306152
	Iteration 66Q: 3 clusters Score -1.713387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119512 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -17133872.000000 Penalty: 5804.306152
	Iteration 67Q: 3 clusters Score -1.713387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119531 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -17133874.000000 Penalty: 5804.306152
	Iteration 68Q: 3 clusters Score -1.713387e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119556 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -17133900.000000 Penalty: 5804.306152
	Iteration 69Q: 3 clusters Score -1.71339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119584 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -17133902.000000 Penalty: 5804.306152
	Iteration 70Q: 3 clusters Score -1.71339e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119605 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -17133922.000000 Penalty: 5804.306152
	Iteration 71Q: 3 clusters Score -1.713392e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119620 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -17133922.000000 Penalty: 5804.306152
	Iteration 72Q: 3 clusters Score -1.713392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119628 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -17133926.000000 Penalty: 5804.306152
	Iteration 73Q: 3 clusters Score -1.713393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119634 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -17133936.000000 Penalty: 5804.306152
	Iteration 74Q: 3 clusters Score -1.713394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119635 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -17133924.000000 Penalty: 5804.306152
	Iteration 75Q: 3 clusters Score -1.713392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119637 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -17133928.000000 Penalty: 5804.306152
	Iteration 76Q: 3 clusters Score -1.713393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119637 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -17133928.000000 Penalty: 5804.306152
	Iteration 77Q: 3 clusters Score -1.713393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119640 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17133930.000000 Penalty: 5804.306152
	Iteration 78Q: 3 clusters Score -1.713393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119642 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -17133926.000000 Penalty: 5804.306152
	Iteration 79Q: 3 clusters Score -1.713393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119641 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -17133938.000000 Penalty: 5804.306152
	Iteration 80F: 3 clusters Score -1.713394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119641 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -17133940.000000 Penalty: 5804.306152
	Iteration 81Q: 3 clusters Score -1.713394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119641 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -17133940.000000 Penalty: 5804.306152
	Iteration 82Q: 3 clusters Score -1.713394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119640 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17133938.000000 Penalty: 5804.306152
	Iteration 83Q: 3 clusters Score -1.713394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119642 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -17133940.000000 Penalty: 5804.306152
	Iteration 84Q: 3 clusters Score -1.713394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119645 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -17133938.000000 Penalty: 5804.306152
	Iteration 85Q: 3 clusters Score -1.713394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -17133932.000000 Penalty: 5804.306152
	Iteration 86Q: 3 clusters Score -1.713393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119647 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -17133934.000000 Penalty: 5804.306152
	Iteration 87Q: 3 clusters Score -1.713393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119647 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -17133934.000000 Penalty: 5804.306152
	Iteration 88F: 3 clusters Score -1.713393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Entering Unmasked Estep 
Score: -5874563.000000 Penalty: 2634.669189
	Iteration 0F: 2 clusters Score -5874563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -5846676.500000 Penalty: 5269.338379
	Iteration 0F: 3 clusters Score -5846676 nChanged 18791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5856958.500000 Penalty: 5269.338379
	Iteration 1F: 3 clusters Score -5856958 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -5857492.000000 Penalty: 5269.338379
	Iteration 2Q: 3 clusters Score -5857492 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5857962.500000 Penalty: 5269.338379
	Iteration 3Q: 3 clusters Score -5857962 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -5858488.500000 Penalty: 5269.338379
	Iteration 4Q: 3 clusters Score -5858488 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -5859072.000000 Penalty: 5269.338379
	Iteration 5Q: 3 clusters Score -5859072 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -5859843.000000 Penalty: 5269.338379
	Iteration 6Q: 3 clusters Score -5859843 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -5860859.500000 Penalty: 5269.338379
	Iteration 7Q: 3 clusters Score -5860860 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -5862041.500000 Penalty: 5269.338379
	Iteration 8F: 3 clusters Score -5862042 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5863355.500000 Penalty: 5269.338379
	Iteration 9F: 3 clusters Score -5863356 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -5864792.500000 Penalty: 5269.338379
	Iteration 10F: 3 clusters Score -5864792 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -5866006.000000 Penalty: 5269.338379
	Iteration 11F: 3 clusters Score -5866006 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -5866650.000000 Penalty: 5269.338379
	Iteration 12Q: 3 clusters Score -5866650 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -5866995.500000 Penalty: 5269.338379
	Iteration 13Q: 3 clusters Score -5866996 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -5867138.500000 Penalty: 5269.338379
	Iteration 14Q: 3 clusters Score -5867138 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -5867186.500000 Penalty: 5269.338379
	Iteration 15Q: 3 clusters Score -5867186 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -5867246.500000 Penalty: 5269.338379
	Iteration 16Q: 3 clusters Score -5867246 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -5867294.000000 Penalty: 5269.338379
	Iteration 17Q: 3 clusters Score -5867294 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5867346.500000 Penalty: 5269.338379
	Iteration 18Q: 3 clusters Score -5867346 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -5867392.500000 Penalty: 5269.338379
	Iteration 19Q: 3 clusters Score -5867392 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -5867411.000000 Penalty: 5269.338379
	Iteration 20F: 3 clusters Score -5867411 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -5867474.500000 Penalty: 5269.338379
	Iteration 21Q: 3 clusters Score -5867474 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -5867507.000000 Penalty: 5269.338379
	Iteration 22Q: 3 clusters Score -5867507 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -5867543.000000 Penalty: 5269.338379
	Iteration 23Q: 3 clusters Score -5867543 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -5867561.500000 Penalty: 5269.338379
	Iteration 24Q: 3 clusters Score -5867562 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -5867596.500000 Penalty: 5269.338379
	Iteration 25Q: 3 clusters Score -5867596 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -5867609.000000 Penalty: 5269.338379
	Iteration 26Q: 3 clusters Score -5867609 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5867624.500000 Penalty: 5269.338379
	Iteration 27Q: 3 clusters Score -5867624 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -5867665.000000 Penalty: 5269.338379
	Iteration 28Q: 3 clusters Score -5867665 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -5867708.000000 Penalty: 5269.338379
	Iteration 29Q: 3 clusters Score -5867708 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -5867746.000000 Penalty: 5269.338379
	Iteration 30Q: 3 clusters Score -5867746 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -5867768.000000 Penalty: 5269.338379
	Iteration 31Q: 3 clusters Score -5867768 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -5867801.000000 Penalty: 5269.338379
	Iteration 32Q: 3 clusters Score -5867801 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -5867865.500000 Penalty: 5269.338379
	Iteration 33Q: 3 clusters Score -5867866 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -5867912.500000 Penalty: 5269.338379
	Iteration 34Q: 3 clusters Score -5867912 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -5867954.000000 Penalty: 5269.338379
	Iteration 35Q: 3 clusters Score -5867954 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -5867976.500000 Penalty: 5269.338379
	Iteration 36Q: 3 clusters Score -5867976 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -5868008.500000 Penalty: 5269.338379
	Iteration 37Q: 3 clusters Score -5868008 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -5868038.000000 Penalty: 5269.338379
	Iteration 38Q: 3 clusters Score -5868038 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -5868085.500000 Penalty: 5269.338379
	Iteration 39Q: 3 clusters Score -5868086 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -5868099.000000 Penalty: 5269.338379
	Iteration 40F: 3 clusters Score -5868099 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5868117.000000 Penalty: 5269.338379
	Iteration 41Q: 3 clusters Score -5868117 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -5868130.500000 Penalty: 5269.338379
	Iteration 42Q: 3 clusters Score -5868130 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -5868155.000000 Penalty: 5269.338379
	Iteration 43Q: 3 clusters Score -5868155 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -5868162.500000 Penalty: 5269.338379
	Iteration 44Q: 3 clusters Score -5868162 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5868185.000000 Penalty: 5269.338379
	Iteration 45Q: 3 clusters Score -5868185 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -5868198.000000 Penalty: 5269.338379
	Iteration 46Q: 3 clusters Score -5868198 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -5868215.500000 Penalty: 5269.338379
	Iteration 47Q: 3 clusters Score -5868216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -5868240.500000 Penalty: 5269.338379
	Iteration 48Q: 3 clusters Score -5868240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -5868243.000000 Penalty: 5269.338379
	Iteration 49Q: 3 clusters Score -5868243 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -5868250.500000 Penalty: 5269.338379
	Iteration 50Q: 3 clusters Score -5868250 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -5868240.500000 Penalty: 5269.338379
	Iteration 51Q: 3 clusters Score -5868240 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -5868256.000000 Penalty: 5269.338379
	Iteration 52Q: 3 clusters Score -5868256 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -5868272.000000 Penalty: 5269.338379
	Iteration 53Q: 3 clusters Score -5868272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -5868279.000000 Penalty: 5269.338379
	Iteration 54Q: 3 clusters Score -5868279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -5868292.000000 Penalty: 5269.338379
	Iteration 55Q: 3 clusters Score -5868292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -5868290.500000 Penalty: 5269.338379
	Iteration 56Q: 3 clusters Score -5868290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -5868287.000000 Penalty: 5269.338379
	Iteration 57Q: 3 clusters Score -5868287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -5868286.000000 Penalty: 5269.338379
	Iteration 58Q: 3 clusters Score -5868286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -5868298.000000 Penalty: 5269.338379
	Iteration 59Q: 3 clusters Score -5868298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -5868311.000000 Penalty: 5269.338379
	Iteration 60F: 3 clusters Score -5868311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5868305.000000 Penalty: 5269.338379
	Iteration 61Q: 3 clusters Score -5868305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -5868306.500000 Penalty: 5269.338379
	Iteration 62Q: 3 clusters Score -5868306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -5868309.500000 Penalty: 5269.338379
	Iteration 63Q: 3 clusters Score -5868310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -5868314.500000 Penalty: 5269.338379
	Iteration 64Q: 3 clusters Score -5868314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -5868314.000000 Penalty: 5269.338379
	Iteration 65Q: 3 clusters Score -5868314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -5868321.000000 Penalty: 5269.338379
	Iteration 66Q: 3 clusters Score -5868321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5868327.500000 Penalty: 5269.338379
	Iteration 67Q: 3 clusters Score -5868328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -5868318.500000 Penalty: 5269.338379
	Iteration 68Q: 3 clusters Score -5868318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -5868326.000000 Penalty: 5269.338379
	Iteration 69Q: 3 clusters Score -5868326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -5868325.000000 Penalty: 5269.338379
	Iteration 70Q: 3 clusters Score -5868325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -5868329.500000 Penalty: 5269.338379
	Iteration 71Q: 3 clusters Score -5868330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -5868332.000000 Penalty: 5269.338379
	Iteration 72Q: 3 clusters Score -5868332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -5868344.500000 Penalty: 5269.338379
	Iteration 73Q: 3 clusters Score -5868344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -5868345.500000 Penalty: 5269.338379
	Iteration 74Q: 3 clusters Score -5868346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -5868333.000000 Penalty: 5269.338379
	Iteration 75Q: 3 clusters Score -5868333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -5868333.500000 Penalty: 5269.338379
	Iteration 76Q: 3 clusters Score -5868334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -5868341.500000 Penalty: 5269.338379
	Iteration 77Q: 3 clusters Score -5868342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -5868344.000000 Penalty: 5269.338379
	Iteration 78Q: 3 clusters Score -5868344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -5868337.000000 Penalty: 5269.338379
	Iteration 79Q: 3 clusters Score -5868337 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5868349 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5868354 nChanged 6
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Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5868356 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5868358 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5868352 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5868358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5868356 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5868365 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5868358 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5868363 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5868362 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5868356 nChanged 33
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Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5868365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5868356 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5868367 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5868360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5868362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5868364 nChanged 17
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Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5868358 nChanged 20
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Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5868366 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5868372 nChanged 28
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Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5868372 nChanged 19
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Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5868371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5868376 nChanged 19
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Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5868382 nChanged 29
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Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5868384 nChanged 25
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Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 19417 members 
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	Iteration 106Q: 3 clusters Score -5868382 nChanged 24
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Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5868383 nChanged 18
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Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5868392 nChanged 28
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Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5868376 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 19331 members 
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	Iteration 110Q: 3 clusters Score -5868386 nChanged 26
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Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5868378 nChanged 27
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	Iteration 112Q: 3 clusters Score -5868379 nChanged 25
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Mstep: Class 1 contains 21839 members 
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	Iteration 113Q: 3 clusters Score -5868383 nChanged 17
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Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 19240 members 
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	Iteration 114Q: 3 clusters Score -5868376 nChanged 20
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	Iteration 115Q: 3 clusters Score -5868370 nChanged 16
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Mstep: Class 2 contains 19212 members 
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	Iteration 116Q: 3 clusters Score -5868375 nChanged 10
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Mstep: Class 1 contains 21894 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5868379 nChanged 9
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Mstep: Class 1 contains 21903 members 
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	Iteration 118Q: 3 clusters Score -5868380 nChanged 13
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Mstep: Class 1 contains 21912 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5868388 nChanged 16
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Mstep: Class 1 contains 21928 members 
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Entering Unmasked Estep 
Score: -5868392.500000 Penalty: 5269.338379
	Iteration 120F: 3 clusters Score -5868392 nChanged 20
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Mstep: Class 1 contains 21948 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5868393 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5868389 nChanged 24
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	Iteration 123Q: 3 clusters Score -5868378 nChanged 27
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Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 19080 members 
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	Iteration 124Q: 3 clusters Score -5868381 nChanged 21
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Mstep: Class 1 contains 22033 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5868376 nChanged 25
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Mstep: Class 1 contains 22048 members 
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	Iteration 126Q: 3 clusters Score -5868383 nChanged 27
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Mstep: Class 1 contains 22073 members 
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	Iteration 127Q: 3 clusters Score -5868389 nChanged 33
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Mstep: Class 1 contains 22100 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5868396 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5868387 nChanged 35
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Mstep: Class 1 contains 22164 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5868390 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5868388 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5868389 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 18815 members 
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	Iteration 133Q: 3 clusters Score -5868383 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22319 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5868382 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22362 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5868386 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5868386 nChanged 54
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Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5868385 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22494 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5868380 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22531 members 
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	Iteration 139Q: 3 clusters Score -5868378 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22574 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5868394 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5868394 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22650 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5868392 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5868390 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22729 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5868406 nChanged 39
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Mstep: Class 1 contains 22768 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5868401 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22809 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5868396 nChanged 41
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Mstep: Class 1 contains 22848 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5868397 nChanged 30
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Mstep: Class 1 contains 22878 members 
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	Iteration 148Q: 3 clusters Score -5868406 nChanged 27
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Mstep: Class 1 contains 22903 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5868410 nChanged 29
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Mstep: Class 1 contains 22932 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5868425 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22964 members 
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Entering Unmasked Estep 
Score: -5868423.000000 Penalty: 5269.338379
	Iteration 151Q: 3 clusters Score -5868423 nChanged 26
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Mstep: Class 1 contains 22988 members 
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Entering Unmasked Estep 
Score: -5868411.000000 Penalty: 5269.338379
	Iteration 152Q: 3 clusters Score -5868411 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5868408 nChanged 30
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Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -5868415.000000 Penalty: 5269.338379
	Iteration 154Q: 3 clusters Score -5868415 nChanged 32
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Mstep: Class 1 contains 23077 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5868413 nChanged 40
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	Iteration 156Q: 3 clusters Score -5868406 nChanged 43
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Mstep: Class 1 contains 23160 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5868418 nChanged 45
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Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5868418 nChanged 56
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Mstep: Class 1 contains 23257 members 
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Entering Unmasked Estep 
Score: -5868433.000000 Penalty: 5269.338379
	Iteration 159Q: 3 clusters Score -5868433 nChanged 52
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Mstep: Class 1 contains 23309 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5868437 nChanged 44
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Mstep: Class 1 contains 23349 members 
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	Iteration 161Q: 3 clusters Score -5868446 nChanged 36
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Mstep: Class 1 contains 23385 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5868452 nChanged 50
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Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5868445 nChanged 57
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Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 17604 members 
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	Iteration 164Q: 3 clusters Score -5868450 nChanged 56
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	Iteration 165Q: 3 clusters Score -5868455 nChanged 58
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5868458 nChanged 57
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Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 17437 members 
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	Iteration 167Q: 3 clusters Score -5868452 nChanged 65
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	Iteration 168Q: 3 clusters Score -5868470 nChanged 77
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5868478 nChanged 85
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Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5868484 nChanged 89
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Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5868495 nChanged 77
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Mstep: Class 1 contains 24048 members 
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	Iteration 172Q: 3 clusters Score -5868518 nChanged 78
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Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5868502 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -5868508.000000 Penalty: 5269.338379
	Iteration 174Q: 3 clusters Score -5868508 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -5868509.500000 Penalty: 5269.338379
	Iteration 175Q: 3 clusters Score -5868510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -5868521.500000 Penalty: 5269.338379
	Iteration 176Q: 3 clusters Score -5868522 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -5868540.000000 Penalty: 5269.338379
	Iteration 177Q: 3 clusters Score -5868540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -5868529.500000 Penalty: 5269.338379
	Iteration 178Q: 3 clusters Score -5868530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -5868539.000000 Penalty: 5269.338379
	Iteration 179Q: 3 clusters Score -5868539 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -5868555.500000 Penalty: 5269.338379
	Iteration 180F: 3 clusters Score -5868556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -5868576.000000 Penalty: 5269.338379
	Iteration 181Q: 3 clusters Score -5868576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -5868567.500000 Penalty: 5269.338379
	Iteration 182Q: 3 clusters Score -5868568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -5868579.000000 Penalty: 5269.338379
	Iteration 183Q: 3 clusters Score -5868579 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -5868588.000000 Penalty: 5269.338379
	Iteration 184Q: 3 clusters Score -5868588 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -5868594.000000 Penalty: 5269.338379
	Iteration 185Q: 3 clusters Score -5868594 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -5868600.000000 Penalty: 5269.338379
	Iteration 186Q: 3 clusters Score -5868600 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -5868614.000000 Penalty: 5269.338379
	Iteration 187Q: 3 clusters Score -5868614 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -5868629.500000 Penalty: 5269.338379
	Iteration 188Q: 3 clusters Score -5868630 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -5868635.500000 Penalty: 5269.338379
	Iteration 189Q: 3 clusters Score -5868636 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -5868666.000000 Penalty: 5269.338379
	Iteration 190Q: 3 clusters Score -5868666 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -5868678.000000 Penalty: 5269.338379
	Iteration 191Q: 3 clusters Score -5868678 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -5868705.500000 Penalty: 5269.338379
	Iteration 192Q: 3 clusters Score -5868706 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -5868705.500000 Penalty: 5269.338379
	Iteration 193Q: 3 clusters Score -5868706 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -5868728.500000 Penalty: 5269.338379
	Iteration 194Q: 3 clusters Score -5868728 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -5868753.500000 Penalty: 5269.338379
	Iteration 195Q: 3 clusters Score -5868754 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5868774.500000 Penalty: 5269.338379
	Iteration 196Q: 3 clusters Score -5868774 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -5868809.500000 Penalty: 5269.338379
	Iteration 197Q: 3 clusters Score -5868810 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -5868835.000000 Penalty: 5269.338379
	Iteration 198Q: 3 clusters Score -5868835 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -5868876.000000 Penalty: 5269.338379
	Iteration 199Q: 3 clusters Score -5868876 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -5868911.000000 Penalty: 5269.338379
	Iteration 200F: 3 clusters Score -5868911 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -5868985.500000 Penalty: 5269.338379
	Iteration 201Q: 3 clusters Score -5868986 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -5869005.000000 Penalty: 5269.338379
	Iteration 202Q: 3 clusters Score -5869005 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -5869057.000000 Penalty: 5269.338379
	Iteration 203Q: 3 clusters Score -5869057 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -5869101.000000 Penalty: 5269.338379
	Iteration 204Q: 3 clusters Score -5869101 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -5869156.000000 Penalty: 5269.338379
	Iteration 205Q: 3 clusters Score -5869156 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -5869238.500000 Penalty: 5269.338379
	Iteration 206Q: 3 clusters Score -5869238 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -5869316.000000 Penalty: 5269.338379
	Iteration 207Q: 3 clusters Score -5869316 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -5869393.500000 Penalty: 5269.338379
	Iteration 208Q: 3 clusters Score -5869394 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -5869479.000000 Penalty: 5269.338379
	Iteration 209Q: 3 clusters Score -5869479 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -5869546.000000 Penalty: 5269.338379
	Iteration 210Q: 3 clusters Score -5869546 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -5869627.500000 Penalty: 5269.338379
	Iteration 211Q: 3 clusters Score -5869628 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -5869697.000000 Penalty: 5269.338379
	Iteration 212Q: 3 clusters Score -5869697 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -5869762.500000 Penalty: 5269.338379
	Iteration 213Q: 3 clusters Score -5869762 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -5869835.500000 Penalty: 5269.338379
	Iteration 214Q: 3 clusters Score -5869836 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -5869915.000000 Penalty: 5269.338379
	Iteration 215Q: 3 clusters Score -5869915 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -5869998.500000 Penalty: 5269.338379
	Iteration 216Q: 3 clusters Score -5869998 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -5870091.000000 Penalty: 5269.338379
	Iteration 217Q: 3 clusters Score -5870091 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -5870183.000000 Penalty: 5269.338379
	Iteration 218Q: 3 clusters Score -5870183 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -5870245.000000 Penalty: 5269.338379
	Iteration 219Q: 3 clusters Score -5870245 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -5870353.000000 Penalty: 5269.338379
	Iteration 220F: 3 clusters Score -5870353 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -5870451.500000 Penalty: 5269.338379
	Iteration 221Q: 3 clusters Score -5870452 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -5870533.500000 Penalty: 5269.338379
	Iteration 222Q: 3 clusters Score -5870534 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -5870670.000000 Penalty: 5269.338379
	Iteration 223Q: 3 clusters Score -5870670 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -5870774.500000 Penalty: 5269.338379
	Iteration 224Q: 3 clusters Score -5870774 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -5870863.000000 Penalty: 5269.338379
	Iteration 225Q: 3 clusters Score -5870863 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -5870974.500000 Penalty: 5269.338379
	Iteration 226Q: 3 clusters Score -5870974 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5871080.000000 Penalty: 5269.338379
	Iteration 227Q: 3 clusters Score -5871080 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -5871180.000000 Penalty: 5269.338379
	Iteration 228Q: 3 clusters Score -5871180 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -5871279.500000 Penalty: 5269.338379
	Iteration 229Q: 3 clusters Score -5871280 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5871356.500000 Penalty: 5269.338379
	Iteration 230Q: 3 clusters Score -5871356 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5871415.500000 Penalty: 5269.338379
	Iteration 231Q: 3 clusters Score -5871416 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5871488.500000 Penalty: 5269.338379
	Iteration 232Q: 3 clusters Score -5871488 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5871554.000000 Penalty: 5269.338379
	Iteration 233Q: 3 clusters Score -5871554 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5871643.000000 Penalty: 5269.338379
	Iteration 234Q: 3 clusters Score -5871643 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5871693.500000 Penalty: 5269.338379
	Iteration 235Q: 3 clusters Score -5871694 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5871756.500000 Penalty: 5269.338379
	Iteration 236Q: 3 clusters Score -5871756 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5871798.000000 Penalty: 5269.338379
	Iteration 237Q: 3 clusters Score -5871798 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5871839.500000 Penalty: 5269.338379
	Iteration 238Q: 3 clusters Score -5871840 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5871893.500000 Penalty: 5269.338379
	Iteration 239Q: 3 clusters Score -5871894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5871960.500000 Penalty: 5269.338379
	Iteration 240F: 3 clusters Score -5871960 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5872000.000000 Penalty: 5269.338379
	Iteration 241Q: 3 clusters Score -5872000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5872023.000000 Penalty: 5269.338379
	Iteration 242Q: 3 clusters Score -5872023 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5872076.500000 Penalty: 5269.338379
	Iteration 243Q: 3 clusters Score -5872076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5872089.000000 Penalty: 5269.338379
	Iteration 244Q: 3 clusters Score -5872089 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5872116.500000 Penalty: 5269.338379
	Iteration 245Q: 3 clusters Score -5872116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5872146.000000 Penalty: 5269.338379
	Iteration 246Q: 3 clusters Score -5872146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5872177.000000 Penalty: 5269.338379
	Iteration 247Q: 3 clusters Score -5872177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5872199.000000 Penalty: 5269.338379
	Iteration 248Q: 3 clusters Score -5872199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5872211.500000 Penalty: 5269.338379
	Iteration 249Q: 3 clusters Score -5872212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5872227.500000 Penalty: 5269.338379
	Iteration 250Q: 3 clusters Score -5872228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5872251.500000 Penalty: 5269.338379
	Iteration 251Q: 3 clusters Score -5872252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5872264.500000 Penalty: 5269.338379
	Iteration 252Q: 3 clusters Score -5872264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5872263.000000 Penalty: 5269.338379
	Iteration 253Q: 3 clusters Score -5872263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5872274.500000 Penalty: 5269.338379
	Iteration 254Q: 3 clusters Score -5872274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5872271.000000 Penalty: 5269.338379
	Iteration 255Q: 3 clusters Score -5872271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5872283.000000 Penalty: 5269.338379
	Iteration 256Q: 3 clusters Score -5872283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5872283.500000 Penalty: 5269.338379
	Iteration 257Q: 3 clusters Score -5872284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5872292.000000 Penalty: 5269.338379
	Iteration 258Q: 3 clusters Score -5872292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5872289.000000 Penalty: 5269.338379
	Iteration 259Q: 3 clusters Score -5872289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5872295.000000 Penalty: 5269.338379
	Iteration 260F: 3 clusters Score -5872295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5872296.500000 Penalty: 5269.338379
	Iteration 261Q: 3 clusters Score -5872296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5872293.500000 Penalty: 5269.338379
	Iteration 262Q: 3 clusters Score -5872294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5872293.500000 Penalty: 5269.338379
	Iteration 263Q: 3 clusters Score -5872294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5872300.500000 Penalty: 5269.338379
	Iteration 264Q: 3 clusters Score -5872300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5872298.000000 Penalty: 5269.338379
	Iteration 265Q: 3 clusters Score -5872298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5872303.000000 Penalty: 5269.338379
	Iteration 266Q: 3 clusters Score -5872303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5872303.000000 Penalty: 5269.338379
	Iteration 267F: 3 clusters Score -5872303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -151787.703125 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -151787.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -149798.046875 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -149798 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150112.687500 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -150112.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -150195.140625 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -150195.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -150228.046875 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -150228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150246.203125 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -150246.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -150256.203125 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -150256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -150264.500000 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -150264.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -150278.625000 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -150278.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -150286.484375 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -150286.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -150291.562500 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -150291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -150296.468750 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -150296.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -150301.875000 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -150301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -150302.328125 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -150302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -150303.828125 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -150303.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -150305.640625 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -150305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150308.406250 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -150308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150309.843750 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -150309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -150310.765625 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -150310.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -150310.765625 Penalty: 3469.445801
	Iteration 18F: 3 clusters Score -150310.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Entering Unmasked Estep 
Score: -5538002.500000 Penalty: 2629.923096
	Iteration 0F: 2 clusters Score -5538002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5510698.500000 Penalty: 5259.846191
	Iteration 0F: 3 clusters Score -5510698 nChanged 18488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -5520790.500000 Penalty: 5259.846191
	Iteration 1F: 3 clusters Score -5520790 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -5521237.500000 Penalty: 5259.846191
	Iteration 2Q: 3 clusters Score -5521238 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -5521683.000000 Penalty: 5259.846191
	Iteration 3Q: 3 clusters Score -5521683 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -5522146.500000 Penalty: 5259.846191
	Iteration 4Q: 3 clusters Score -5522146 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -5522718.500000 Penalty: 5259.846191
	Iteration 5Q: 3 clusters Score -5522718 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -5523786.000000 Penalty: 5259.846191
	Iteration 6F: 3 clusters Score -5523786 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -5525493.500000 Penalty: 5259.846191
	Iteration 7F: 3 clusters Score -5525494 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -5528236.500000 Penalty: 5259.846191
	Iteration 8F: 3 clusters Score -5528236 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -5531338.000000 Penalty: 5259.846191
	Iteration 9F: 3 clusters Score -5531338 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5533814.000000 Penalty: 5259.846191
	Iteration 10F: 3 clusters Score -5533814 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5535106.000000 Penalty: 5259.846191
	Iteration 11Q: 3 clusters Score -5535106 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5535604.500000 Penalty: 5259.846191
	Iteration 12Q: 3 clusters Score -5535604 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5535782.000000 Penalty: 5259.846191
	Iteration 13Q: 3 clusters Score -5535782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5535865.000000 Penalty: 5259.846191
	Iteration 14Q: 3 clusters Score -5535865 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5535920.500000 Penalty: 5259.846191
	Iteration 15Q: 3 clusters Score -5535920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5535958.500000 Penalty: 5259.846191
	Iteration 16Q: 3 clusters Score -5535958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5535996.500000 Penalty: 5259.846191
	Iteration 17Q: 3 clusters Score -5535996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5536012.500000 Penalty: 5259.846191
	Iteration 18Q: 3 clusters Score -5536012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5536021.500000 Penalty: 5259.846191
	Iteration 19Q: 3 clusters Score -5536022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5536025.500000 Penalty: 5259.846191
	Iteration 20F: 3 clusters Score -5536026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5536035.500000 Penalty: 5259.846191
	Iteration 21Q: 3 clusters Score -5536036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5536031.500000 Penalty: 5259.846191
	Iteration 22Q: 3 clusters Score -5536032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5536031.500000 Penalty: 5259.846191
	Iteration 23F: 3 clusters Score -5536032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (158070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Entering Unmasked Estep 
Score: -22213842.000000 Penalty: 2968.756592
	Iteration 0F: 2 clusters Score -2.221384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -22111124.000000 Penalty: 5937.513184
	Iteration 0F: 3 clusters Score -2.211112e+07 nChanged 75382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -22155276.000000 Penalty: 5937.513184
	Iteration 1F: 3 clusters Score -2.215528e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 72989 members 
Entering Unmasked Estep 
Score: -22156622.000000 Penalty: 5937.513184
	Iteration 2Q: 3 clusters Score -2.215662e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -22158490.000000 Penalty: 5937.513184
	Iteration 3Q: 3 clusters Score -2.215849e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92568 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -22161108.000000 Penalty: 5937.513184
	Iteration 4Q: 3 clusters Score -2.216111e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -22165410.000000 Penalty: 5937.513184
	Iteration 5F: 3 clusters Score -2.216541e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107421 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -22171852.000000 Penalty: 5937.513184
	Iteration 6F: 3 clusters Score -2.217185e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117036 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -22180174.000000 Penalty: 5937.513184
	Iteration 7F: 3 clusters Score -2.218017e+07 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126237 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -22189190.000000 Penalty: 5937.513184
	Iteration 8F: 3 clusters Score -2.218919e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133371 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -22196416.000000 Penalty: 5937.513184
	Iteration 9F: 3 clusters Score -2.219642e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138161 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -22200858.000000 Penalty: 5937.513184
	Iteration 10Q: 3 clusters Score -2.220086e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141333 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -22203554.000000 Penalty: 5937.513184
	Iteration 11Q: 3 clusters Score -2.220355e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143841 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -22205398.000000 Penalty: 5937.513184
	Iteration 12Q: 3 clusters Score -2.22054e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145937 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -22206774.000000 Penalty: 5937.513184
	Iteration 13Q: 3 clusters Score -2.220677e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147685 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -22207910.000000 Penalty: 5937.513184
	Iteration 14Q: 3 clusters Score -2.220791e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149141 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -22208522.000000 Penalty: 5937.513184
	Iteration 15Q: 3 clusters Score -2.220852e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150358 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -22209096.000000 Penalty: 5937.513184
	Iteration 16Q: 3 clusters Score -2.22091e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151409 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -22209498.000000 Penalty: 5937.513184
	Iteration 17Q: 3 clusters Score -2.22095e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152259 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -22209884.000000 Penalty: 5937.513184
	Iteration 18Q: 3 clusters Score -2.220988e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152977 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -22210178.000000 Penalty: 5937.513184
	Iteration 19Q: 3 clusters Score -2.221018e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153576 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -22210396.000000 Penalty: 5937.513184
	Iteration 20F: 3 clusters Score -2.22104e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154071 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -22210610.000000 Penalty: 5937.513184
	Iteration 21Q: 3 clusters Score -2.221061e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154465 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -22210766.000000 Penalty: 5937.513184
	Iteration 22Q: 3 clusters Score -2.221077e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154801 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -22210948.000000 Penalty: 5937.513184
	Iteration 23Q: 3 clusters Score -2.221095e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -22211026.000000 Penalty: 5937.513184
	Iteration 24Q: 3 clusters Score -2.221103e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155296 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -22211070.000000 Penalty: 5937.513184
	Iteration 25Q: 3 clusters Score -2.221107e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155495 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -22211144.000000 Penalty: 5937.513184
	Iteration 26Q: 3 clusters Score -2.221114e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155667 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -22211200.000000 Penalty: 5937.513184
	Iteration 27Q: 3 clusters Score -2.22112e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155810 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -22211246.000000 Penalty: 5937.513184
	Iteration 28Q: 3 clusters Score -2.221125e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155932 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -22211276.000000 Penalty: 5937.513184
	Iteration 29Q: 3 clusters Score -2.221128e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156039 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -22211282.000000 Penalty: 5937.513184
	Iteration 30Q: 3 clusters Score -2.221128e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156112 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -22211338.000000 Penalty: 5937.513184
	Iteration 31Q: 3 clusters Score -2.221134e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156170 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -22211388.000000 Penalty: 5937.513184
	Iteration 32Q: 3 clusters Score -2.221139e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156222 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -22211392.000000 Penalty: 5937.513184
	Iteration 33Q: 3 clusters Score -2.221139e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156283 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -22211430.000000 Penalty: 5937.513184
	Iteration 34Q: 3 clusters Score -2.221143e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -22211454.000000 Penalty: 5937.513184
	Iteration 35Q: 3 clusters Score -2.221145e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -22211436.000000 Penalty: 5937.513184
	Iteration 36Q: 3 clusters Score -2.221144e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -22211448.000000 Penalty: 5937.513184
	Iteration 37Q: 3 clusters Score -2.221145e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156502 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -22211482.000000 Penalty: 5937.513184
	Iteration 38Q: 3 clusters Score -2.221148e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156534 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -22211458.000000 Penalty: 5937.513184
	Iteration 39Q: 3 clusters Score -2.221146e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156552 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -22211466.000000 Penalty: 5937.513184
	Iteration 40F: 3 clusters Score -2.221147e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156575 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22211492.000000 Penalty: 5937.513184
	Iteration 41Q: 3 clusters Score -2.221149e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156599 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -22211506.000000 Penalty: 5937.513184
	Iteration 42Q: 3 clusters Score -2.221151e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156620 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -22211522.000000 Penalty: 5937.513184
	Iteration 43Q: 3 clusters Score -2.221152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156635 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22211542.000000 Penalty: 5937.513184
	Iteration 44Q: 3 clusters Score -2.221154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156647 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22211536.000000 Penalty: 5937.513184
	Iteration 45Q: 3 clusters Score -2.221154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156658 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -22211542.000000 Penalty: 5937.513184
	Iteration 46Q: 3 clusters Score -2.221154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156664 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22211566.000000 Penalty: 5937.513184
	Iteration 47Q: 3 clusters Score -2.221157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156673 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -22211578.000000 Penalty: 5937.513184
	Iteration 48Q: 3 clusters Score -2.221158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156681 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -22211586.000000 Penalty: 5937.513184
	Iteration 49Q: 3 clusters Score -2.221159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156688 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -22211572.000000 Penalty: 5937.513184
	Iteration 50Q: 3 clusters Score -2.221157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156696 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -22211576.000000 Penalty: 5937.513184
	Iteration 51Q: 3 clusters Score -2.221158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156699 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -22211574.000000 Penalty: 5937.513184
	Iteration 52Q: 3 clusters Score -2.221157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156706 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -22211578.000000 Penalty: 5937.513184
	Iteration 53Q: 3 clusters Score -2.221158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156713 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -22211598.000000 Penalty: 5937.513184
	Iteration 54Q: 3 clusters Score -2.22116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156717 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -22211588.000000 Penalty: 5937.513184
	Iteration 55Q: 3 clusters Score -2.221159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156720 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -22211582.000000 Penalty: 5937.513184
	Iteration 56Q: 3 clusters Score -2.221158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156727 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -22211586.000000 Penalty: 5937.513184
	Iteration 57Q: 3 clusters Score -2.221159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156732 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -22211558.000000 Penalty: 5937.513184
	Iteration 58Q: 3 clusters Score -2.221156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156735 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -22211576.000000 Penalty: 5937.513184
	Iteration 59Q: 3 clusters Score -2.221158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156735 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -22211572.000000 Penalty: 5937.513184
	Iteration 60F: 3 clusters Score -2.221157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156737 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -22211578.000000 Penalty: 5937.513184
	Iteration 61Q: 3 clusters Score -2.221158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156735 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -22211582.000000 Penalty: 5937.513184
	Iteration 62Q: 3 clusters Score -2.221158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156735 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -22211576.000000 Penalty: 5937.513184
	Iteration 63Q: 3 clusters Score -2.221158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156736 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -22211574.000000 Penalty: 5937.513184
	Iteration 64Q: 3 clusters Score -2.221157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -22211586.000000 Penalty: 5937.513184
	Iteration 65Q: 3 clusters Score -2.221159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156737 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -22211592.000000 Penalty: 5937.513184
	Iteration 66Q: 3 clusters Score -2.221159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156736 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -22211588.000000 Penalty: 5937.513184
	Iteration 67Q: 3 clusters Score -2.221159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156736 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -22211588.000000 Penalty: 5937.513184
	Iteration 68F: 3 clusters Score -2.221159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -35929.718750 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -35929.72 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 161 members 
Entering Unmasked Estep 
Score: -34642.031250 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -34642.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34776.804688 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -34776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34806.566406 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -34806.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34820.847656 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -34820.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34825.347656 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -34825.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34830.453125 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -34830.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34830.453125 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -34830.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -228359.875000 Penalty: 1844.281128
	Iteration 0F: 2 clusters Score -228359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -225954.078125 Penalty: 3688.562256
	Iteration 0F: 3 clusters Score -225954.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -226359.500000 Penalty: 3688.562256
	Iteration 1F: 3 clusters Score -226359.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226481.250000 Penalty: 3688.562256
	Iteration 2F: 3 clusters Score -226481.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -226545.515625 Penalty: 3688.562256
	Iteration 3Q: 3 clusters Score -226545.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -226583.250000 Penalty: 3688.562256
	Iteration 4Q: 3 clusters Score -226583.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -226615.093750 Penalty: 3688.562256
	Iteration 5Q: 3 clusters Score -226615.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -226637.718750 Penalty: 3688.562256
	Iteration 6Q: 3 clusters Score -226637.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -226657.687500 Penalty: 3688.562256
	Iteration 7Q: 3 clusters Score -226657.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -226669.875000 Penalty: 3688.562256
	Iteration 8Q: 3 clusters Score -226669.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -226679.531250 Penalty: 3688.562256
	Iteration 9Q: 3 clusters Score -226679.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -226687.250000 Penalty: 3688.562256
	Iteration 10Q: 3 clusters Score -226687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -226692.859375 Penalty: 3688.562256
	Iteration 11Q: 3 clusters Score -226692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -226695.015625 Penalty: 3688.562256
	Iteration 12Q: 3 clusters Score -226695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -226697.640625 Penalty: 3688.562256
	Iteration 13Q: 3 clusters Score -226697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -226700.468750 Penalty: 3688.562256
	Iteration 14Q: 3 clusters Score -226700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -226703.125000 Penalty: 3688.562256
	Iteration 15Q: 3 clusters Score -226703.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -226705.781250 Penalty: 3688.562256
	Iteration 16Q: 3 clusters Score -226705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -226713.390625 Penalty: 3688.562256
	Iteration 17Q: 3 clusters Score -226713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -226718.531250 Penalty: 3688.562256
	Iteration 18Q: 3 clusters Score -226718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -226720.750000 Penalty: 3688.562256
	Iteration 19Q: 3 clusters Score -226720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -226722.406250 Penalty: 3688.562256
	Iteration 20F: 3 clusters Score -226722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -226722.828125 Penalty: 3688.562256
	Iteration 21Q: 3 clusters Score -226722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -226722.937500 Penalty: 3688.562256
	Iteration 22Q: 3 clusters Score -226722.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -226723.343750 Penalty: 3688.562256
	Iteration 23Q: 3 clusters Score -226723.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -226723.343750 Penalty: 3688.562256
	Iteration 24F: 3 clusters Score -226723.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -52894.515625 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -52894.52 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 229 members 
Entering Unmasked Estep 
Score: -51592.863281 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -51592.86 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51827.761719 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -51827.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51923.746094 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -51923.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51987.226562 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -51987.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52042.882812 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -52042.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52109.015625 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -52109.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -52193.289062 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -52193.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -52257.964844 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -52257.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -52302.863281 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -52302.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -52317.558594 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -52317.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -52343.949219 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -52343.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -52368.082031 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -52368.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -52400.355469 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -52400.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -52444.363281 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -52444.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -52584.257812 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -52584.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -52670.605469 Penalty: 3012.230225
	Iteration 15Q: 3 clusters Score -52670.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -52764.882812 Penalty: 3012.230225
	Iteration 16Q: 3 clusters Score -52764.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -52802.675781 Penalty: 3012.230225
	Iteration 17Q: 3 clusters Score -52802.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -52854.402344 Penalty: 3012.230225
	Iteration 18Q: 3 clusters Score -52854.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -52934.769531 Penalty: 3012.230225
	Iteration 19Q: 3 clusters Score -52934.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -53163.496094 Penalty: 3012.230225
	Iteration 20F: 3 clusters Score -53163.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -53287.906250 Penalty: 3012.230225
	Iteration 21Q: 3 clusters Score -53287.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -53301.406250 Penalty: 3012.230225
	Iteration 22Q: 3 clusters Score -53301.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -53311.207031 Penalty: 3012.230225
	Iteration 23Q: 3 clusters Score -53311.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -53348.039062 Penalty: 3012.230225
	Iteration 24Q: 3 clusters Score -53348.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -53360.257812 Penalty: 3012.230225
	Iteration 25Q: 3 clusters Score -53360.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -53374.667969 Penalty: 3012.230225
	Iteration 26Q: 3 clusters Score -53374.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -53385.164062 Penalty: 3012.230225
	Iteration 27Q: 3 clusters Score -53385.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -53385.164062 Penalty: 3012.230225
	Iteration 28F: 3 clusters Score -53385.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 38518 members 
Mstep: Class 3 contains 81285 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171072 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22651 members 
Mstep: Class 10 contains 5818 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120841 members 
Mstep: Class 14 contains 41096 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158070 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 330 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180621 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Mstep: Class 25 contains 104 members 
Entering Unmasked Estep 
Score: -147016496.000000 Penalty: 86006.992188
Splitting cluster 20 changes total score from -147017904.000000 to -147016496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -36126.699219 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -36126.7 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 133 members 
Entering Unmasked Estep 
Score: -34889.199219 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -34889.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34993.410156 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -34993.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35031.296875 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -35031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35142.792969 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -35142.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35207.304688 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -35207.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35238.992188 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -35238.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -35268.976562 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -35268.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -35290.066406 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -35290.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -35298.265625 Penalty: 2805.372070
	Iteration 8Q: 3 clusters Score -35298.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -35298.742188 Penalty: 2805.372070
	Iteration 9F: 3 clusters Score -35298.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -35312.273438 Penalty: 2805.372070
	Iteration 10Q: 3 clusters Score -35312.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35329.535156 Penalty: 2805.372070
	Iteration 11Q: 3 clusters Score -35329.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35337.417969 Penalty: 2805.372070
	Iteration 12Q: 3 clusters Score -35337.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35337.417969 Penalty: 2805.372070
	Iteration 13F: 3 clusters Score -35337.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (180621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Entering Unmasked Estep 
Score: -25663490.000000 Penalty: 3001.830811
	Iteration 0F: 2 clusters Score -2.566349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90169 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -25565742.000000 Penalty: 6003.661621
	Iteration 0F: 3 clusters Score -2.556574e+07 nChanged 86281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -25615252.000000 Penalty: 6003.661621
	Iteration 1F: 3 clusters Score -2.561525e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 94430 members 
Entering Unmasked Estep 
Score: -25616166.000000 Penalty: 6003.661621
	Iteration 2Q: 3 clusters Score -2.561617e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -25617648.000000 Penalty: 6003.661621
	Iteration 3Q: 3 clusters Score -2.561765e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 100532 members 
Entering Unmasked Estep 
Score: -25619678.000000 Penalty: 6003.661621
	Iteration 4Q: 3 clusters Score -2.561968e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 105940 members 
Entering Unmasked Estep 
Score: -25623050.000000 Penalty: 6003.661621
	Iteration 5Q: 3 clusters Score -2.562305e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 113415 members 
Entering Unmasked Estep 
Score: -25628110.000000 Penalty: 6003.661621
	Iteration 6F: 3 clusters Score -2.562811e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 122996 members 
Entering Unmasked Estep 
Score: -25635404.000000 Penalty: 6003.661621
	Iteration 7F: 3 clusters Score -2.56354e+07 nChanged 12976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 133726 members 
Entering Unmasked Estep 
Score: -25643796.000000 Penalty: 6003.661621
	Iteration 8F: 3 clusters Score -2.56438e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 143626 members 
Entering Unmasked Estep 
Score: -25652144.000000 Penalty: 6003.661621
	Iteration 9F: 3 clusters Score -2.565214e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 151126 members 
Entering Unmasked Estep 
Score: -25658630.000000 Penalty: 6003.661621
	Iteration 10F: 3 clusters Score -2.565863e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 156111 members 
Entering Unmasked Estep 
Score: -25662526.000000 Penalty: 6003.661621
	Iteration 11Q: 3 clusters Score -2.566253e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 159561 members 
Entering Unmasked Estep 
Score: -25664652.000000 Penalty: 6003.661621
	Iteration 12Q: 3 clusters Score -2.566465e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 162266 members 
Entering Unmasked Estep 
Score: -25665480.000000 Penalty: 6003.661621
	Iteration 13Q: 3 clusters Score -2.566548e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -25665688.000000 Penalty: 6003.661621
	Iteration 14Q: 3 clusters Score -2.566569e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 166540 members 
Entering Unmasked Estep 
Score: -25665528.000000 Penalty: 6003.661621
	Iteration 15Q: 3 clusters Score -2.566553e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 168474 members 
Entering Unmasked Estep 
Score: -25665246.000000 Penalty: 6003.661621
	Iteration 16Q: 3 clusters Score -2.566525e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 170259 members 
Entering Unmasked Estep 
Score: -25665142.000000 Penalty: 6003.661621
	Iteration 17Q: 3 clusters Score -2.566514e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 171876 members 
Entering Unmasked Estep 
Score: -25664882.000000 Penalty: 6003.661621
	Iteration 18Q: 3 clusters Score -2.566488e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 173306 members 
Entering Unmasked Estep 
Score: -25664594.000000 Penalty: 6003.661621
	Iteration 19Q: 3 clusters Score -2.566459e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 174524 members 
Entering Unmasked Estep 
Score: -25664114.000000 Penalty: 6003.661621
	Iteration 20F: 3 clusters Score -2.566411e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 175544 members 
Entering Unmasked Estep 
Score: -25663726.000000 Penalty: 6003.661621
	Iteration 21Q: 3 clusters Score -2.566373e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 176398 members 
Entering Unmasked Estep 
Score: -25663420.000000 Penalty: 6003.661621
	Iteration 22Q: 3 clusters Score -2.566342e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 177091 members 
Entering Unmasked Estep 
Score: -25663068.000000 Penalty: 6003.661621
	Iteration 23Q: 3 clusters Score -2.566307e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 177639 members 
Entering Unmasked Estep 
Score: -25662872.000000 Penalty: 6003.661621
	Iteration 24Q: 3 clusters Score -2.566287e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 178064 members 
Entering Unmasked Estep 
Score: -25662656.000000 Penalty: 6003.661621
	Iteration 25Q: 3 clusters Score -2.566266e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 178398 members 
Entering Unmasked Estep 
Score: -25662460.000000 Penalty: 6003.661621
	Iteration 26Q: 3 clusters Score -2.566246e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 178669 members 
Entering Unmasked Estep 
Score: -25662330.000000 Penalty: 6003.661621
	Iteration 27Q: 3 clusters Score -2.566233e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 178868 members 
Entering Unmasked Estep 
Score: -25662262.000000 Penalty: 6003.661621
	Iteration 28Q: 3 clusters Score -2.566226e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 179026 members 
Entering Unmasked Estep 
Score: -25662206.000000 Penalty: 6003.661621
	Iteration 29Q: 3 clusters Score -2.566221e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 179160 members 
Entering Unmasked Estep 
Score: -25662138.000000 Penalty: 6003.661621
	Iteration 30Q: 3 clusters Score -2.566214e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 179243 members 
Entering Unmasked Estep 
Score: -25662104.000000 Penalty: 6003.661621
	Iteration 31Q: 3 clusters Score -2.56621e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 179318 members 
Entering Unmasked Estep 
Score: -25662048.000000 Penalty: 6003.661621
	Iteration 32Q: 3 clusters Score -2.566205e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 179389 members 
Entering Unmasked Estep 
Score: -25662020.000000 Penalty: 6003.661621
	Iteration 33Q: 3 clusters Score -2.566202e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 179456 members 
Entering Unmasked Estep 
Score: -25662004.000000 Penalty: 6003.661621
	Iteration 34Q: 3 clusters Score -2.5662e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 179505 members 
Entering Unmasked Estep 
Score: -25661988.000000 Penalty: 6003.661621
	Iteration 35Q: 3 clusters Score -2.566199e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 179531 members 
Entering Unmasked Estep 
Score: -25661984.000000 Penalty: 6003.661621
	Iteration 36Q: 3 clusters Score -2.566198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 179554 members 
Entering Unmasked Estep 
Score: -25661990.000000 Penalty: 6003.661621
	Iteration 37Q: 3 clusters Score -2.566199e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 179578 members 
Entering Unmasked Estep 
Score: -25661972.000000 Penalty: 6003.661621
	Iteration 38Q: 3 clusters Score -2.566197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 179598 members 
Entering Unmasked Estep 
Score: -25661946.000000 Penalty: 6003.661621
	Iteration 39Q: 3 clusters Score -2.566195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 179611 members 
Entering Unmasked Estep 
Score: -25661930.000000 Penalty: 6003.661621
	Iteration 40F: 3 clusters Score -2.566193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 179623 members 
Entering Unmasked Estep 
Score: -25661940.000000 Penalty: 6003.661621
	Iteration 41Q: 3 clusters Score -2.566194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 179637 members 
Entering Unmasked Estep 
Score: -25661928.000000 Penalty: 6003.661621
	Iteration 42Q: 3 clusters Score -2.566193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 179650 members 
Entering Unmasked Estep 
Score: -25661930.000000 Penalty: 6003.661621
	Iteration 43Q: 3 clusters Score -2.566193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 179666 members 
Entering Unmasked Estep 
Score: -25661908.000000 Penalty: 6003.661621
	Iteration 44Q: 3 clusters Score -2.566191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 179675 members 
Entering Unmasked Estep 
Score: -25661890.000000 Penalty: 6003.661621
	Iteration 45Q: 3 clusters Score -2.566189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 179684 members 
Entering Unmasked Estep 
Score: -25661910.000000 Penalty: 6003.661621
	Iteration 46Q: 3 clusters Score -2.566191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 179688 members 
Entering Unmasked Estep 
Score: -25661900.000000 Penalty: 6003.661621
	Iteration 47Q: 3 clusters Score -2.56619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 179697 members 
Entering Unmasked Estep 
Score: -25661912.000000 Penalty: 6003.661621
	Iteration 48Q: 3 clusters Score -2.566191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 179704 members 
Entering Unmasked Estep 
Score: -25661894.000000 Penalty: 6003.661621
	Iteration 49Q: 3 clusters Score -2.566189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 179709 members 
Entering Unmasked Estep 
Score: -25661910.000000 Penalty: 6003.661621
	Iteration 50Q: 3 clusters Score -2.566191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 179712 members 
Entering Unmasked Estep 
Score: -25661892.000000 Penalty: 6003.661621
	Iteration 51Q: 3 clusters Score -2.566189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 179715 members 
Entering Unmasked Estep 
Score: -25661902.000000 Penalty: 6003.661621
	Iteration 52Q: 3 clusters Score -2.56619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 179718 members 
Entering Unmasked Estep 
Score: -25661904.000000 Penalty: 6003.661621
	Iteration 53Q: 3 clusters Score -2.56619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 179719 members 
Entering Unmasked Estep 
Score: -25661908.000000 Penalty: 6003.661621
	Iteration 54Q: 3 clusters Score -2.566191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 179720 members 
Entering Unmasked Estep 
Score: -25661920.000000 Penalty: 6003.661621
	Iteration 55Q: 3 clusters Score -2.566192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 179722 members 
Entering Unmasked Estep 
Score: -25661916.000000 Penalty: 6003.661621
	Iteration 56Q: 3 clusters Score -2.566192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 179724 members 
Entering Unmasked Estep 
Score: -25661922.000000 Penalty: 6003.661621
	Iteration 57Q: 3 clusters Score -2.566192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 179726 members 
Entering Unmasked Estep 
Score: -25661910.000000 Penalty: 6003.661621
	Iteration 58Q: 3 clusters Score -2.566191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 179728 members 
Entering Unmasked Estep 
Score: -25661906.000000 Penalty: 6003.661621
	Iteration 59Q: 3 clusters Score -2.566191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 179731 members 
Entering Unmasked Estep 
Score: -25661912.000000 Penalty: 6003.661621
	Iteration 60F: 3 clusters Score -2.566191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 179733 members 
Entering Unmasked Estep 
Score: -25661914.000000 Penalty: 6003.661621
	Iteration 61Q: 3 clusters Score -2.566191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 179735 members 
Entering Unmasked Estep 
Score: -25661904.000000 Penalty: 6003.661621
	Iteration 62Q: 3 clusters Score -2.56619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 179737 members 
Entering Unmasked Estep 
Score: -25661904.000000 Penalty: 6003.661621
	Iteration 63Q: 3 clusters Score -2.56619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 179740 members 
Entering Unmasked Estep 
Score: -25661910.000000 Penalty: 6003.661621
	Iteration 64Q: 3 clusters Score -2.566191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 179739 members 
Entering Unmasked Estep 
Score: -25661916.000000 Penalty: 6003.661621
	Iteration 65Q: 3 clusters Score -2.566192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 179739 members 
Entering Unmasked Estep 
Score: -25661916.000000 Penalty: 6003.661621
	Iteration 66F: 3 clusters Score -2.566192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -297859.000000 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -297859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -295097.000000 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -295097 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -295635.750000 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -295635.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -295763.187500 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -295763.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -295857.093750 Penalty: 3803.606201
	Iteration 3F: 3 clusters Score -295857.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -295913.593750 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -295913.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -295945.343750 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -295945.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -295965.156250 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -295965.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -295978.125000 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -295978.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -295984.906250 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -295984.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -295988.343750 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -295988.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -295990.625000 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -295990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -295991.312500 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -295991.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -295991.312500 Penalty: 3803.606201
	Iteration 12F: 3 clusters Score -295991.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -68247.414062 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -68247.41 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 259 members 
Entering Unmasked Estep 
Score: -66690.734375 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -66690.73 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66914.179688 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -66914.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67165.539062 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -67165.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67267.468750 Penalty: 3130.620361
	Iteration 3Q: 3 clusters Score -67267.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -67302.179688 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -67302.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -67343.015625 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -67343.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67386.796875 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -67386.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -67421.179688 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -67421.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -67453.187500 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -67453.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -67466.234375 Penalty: 3130.620361
	Iteration 9Q: 3 clusters Score -67466.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -67473.648438 Penalty: 3130.620361
	Iteration 10Q: 3 clusters Score -67473.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -67478.960938 Penalty: 3130.620361
	Iteration 11Q: 3 clusters Score -67478.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -67481.421875 Penalty: 3130.620361
	Iteration 12Q: 3 clusters Score -67481.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -67481.421875 Penalty: 3130.620361
	Iteration 13F: 3 clusters Score -67481.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 38518 members 
Mstep: Class 3 contains 81285 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171072 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22651 members 
Mstep: Class 10 contains 5818 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120841 members 
Mstep: Class 14 contains 41096 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158070 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180621 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017984.000000 Penalty: 82566.710938
Iteration 319Q: 25 clusters Score -1.47018e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 38518 members 
Mstep: Class 3 contains 81297 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171075 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94141 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22649 members 
Mstep: Class 10 contains 5814 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120840 members 
Mstep: Class 14 contains 41095 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158067 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180620 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018000.000000 Penalty: 82566.710938
Iteration 320F: 25 clusters Score -1.47018e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 38518 members 
Mstep: Class 3 contains 81312 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171076 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94137 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22648 members 
Mstep: Class 10 contains 5808 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120838 members 
Mstep: Class 14 contains 41094 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158066 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180620 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018032.000000 Penalty: 82566.710938
Iteration 321Q: 25 clusters Score -1.47018e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 38518 members 
Mstep: Class 3 contains 81321 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171075 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94137 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 22645 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120840 members 
Mstep: Class 14 contains 41093 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 158068 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180622 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017968.000000 Penalty: 82566.710938
Iteration 322Q: 25 clusters Score -1.47018e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 38518 members 
Mstep: Class 3 contains 81329 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171074 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94137 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22643 members 
Mstep: Class 10 contains 5793 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120840 members 
Mstep: Class 14 contains 41093 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158071 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180621 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018016.000000 Penalty: 82566.710938
Iteration 323Q: 25 clusters Score -1.47018e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 38516 members 
Mstep: Class 3 contains 81332 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171071 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94138 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22642 members 
Mstep: Class 10 contains 5783 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120840 members 
Mstep: Class 14 contains 41093 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 158076 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180626 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018000.000000 Penalty: 82566.710938
Iteration 324Q: 25 clusters Score -1.47018e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 38516 members 
Mstep: Class 3 contains 81331 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171072 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94138 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22641 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120839 members 
Mstep: Class 14 contains 41093 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158081 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180626 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018016.000000 Penalty: 82566.710938
Iteration 325Q: 25 clusters Score -1.47018e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 38516 members 
Mstep: Class 3 contains 81334 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171070 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94138 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22640 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120840 members 
Mstep: Class 14 contains 41092 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158084 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180626 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018000.000000 Penalty: 82566.710938
Iteration 326Q: 25 clusters Score -1.47018e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 38519 members 
Mstep: Class 3 contains 81345 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171068 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94140 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22638 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120840 members 
Mstep: Class 14 contains 41093 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158082 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180626 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018032.000000 Penalty: 82566.710938
Iteration 327Q: 25 clusters Score -1.47018e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 38520 members 
Mstep: Class 3 contains 81350 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171069 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94141 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22636 members 
Mstep: Class 10 contains 5761 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120840 members 
Mstep: Class 14 contains 41093 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158083 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180624 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018032.000000 Penalty: 82566.710938
Iteration 328Q: 25 clusters Score -1.47018e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 38519 members 
Mstep: Class 3 contains 81356 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171070 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94140 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22633 members 
Mstep: Class 10 contains 5756 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120841 members 
Mstep: Class 14 contains 41092 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158084 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180624 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018000.000000 Penalty: 82566.710938
Iteration 329Q: 25 clusters Score -1.47018e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 38521 members 
Mstep: Class 3 contains 81359 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171068 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94139 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22632 members 
Mstep: Class 10 contains 5752 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120840 members 
Mstep: Class 14 contains 41093 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158086 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180623 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018016.000000 Penalty: 82566.710938
Iteration 330Q: 25 clusters Score -1.47018e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 38522 members 
Mstep: Class 3 contains 81361 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171071 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94137 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22631 members 
Mstep: Class 10 contains 5747 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120839 members 
Mstep: Class 14 contains 41093 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158087 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180624 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018048.000000 Penalty: 82566.710938
Iteration 331Q: 25 clusters Score -1.47018e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79149 members 
Mstep: Class 2 contains 38522 members 
Mstep: Class 3 contains 81368 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171074 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94136 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22630 members 
Mstep: Class 10 contains 5740 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120840 members 
Mstep: Class 14 contains 41093 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158084 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180623 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018048.000000 Penalty: 82566.710938
Iteration 332Q: 25 clusters Score -1.47018e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 38522 members 
Mstep: Class 3 contains 81376 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171071 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94139 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22629 members 
Mstep: Class 10 contains 5736 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120839 members 
Mstep: Class 14 contains 41091 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158084 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180620 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018080.000000 Penalty: 82566.710938
Iteration 333Q: 25 clusters Score -1.470181e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 38521 members 
Mstep: Class 3 contains 81385 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171073 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94139 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22629 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120836 members 
Mstep: Class 14 contains 41091 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40316 members 
Mstep: Class 17 contains 158082 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180616 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018064.000000 Penalty: 82566.710938
Iteration 334Q: 25 clusters Score -1.470181e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 38521 members 
Mstep: Class 3 contains 81395 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171072 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94138 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22628 members 
Mstep: Class 10 contains 5731 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120833 members 
Mstep: Class 14 contains 41090 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 158083 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180612 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018096.000000 Penalty: 82566.710938
Iteration 335Q: 25 clusters Score -1.470181e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 38519 members 
Mstep: Class 3 contains 81399 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171072 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94139 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22627 members 
Mstep: Class 10 contains 5731 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120832 members 
Mstep: Class 14 contains 41089 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 158083 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180611 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018048.000000 Penalty: 82566.710938
Iteration 336Q: 25 clusters Score -1.47018e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 38518 members 
Mstep: Class 3 contains 81406 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171075 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94136 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22628 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120830 members 
Mstep: Class 14 contains 41085 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 158084 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180608 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018112.000000 Penalty: 82566.710938
Iteration 337Q: 25 clusters Score -1.470181e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 38519 members 
Mstep: Class 3 contains 81413 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171075 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94135 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22627 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120830 members 
Mstep: Class 14 contains 41082 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 158083 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180604 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018096.000000 Penalty: 82566.710938
Iteration 338Q: 25 clusters Score -1.470181e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 38518 members 
Mstep: Class 3 contains 81418 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171075 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94134 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22626 members 
Mstep: Class 10 contains 5732 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120831 members 
Mstep: Class 14 contains 41080 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 158081 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180601 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018032.000000 Penalty: 82566.710938
Iteration 339Q: 25 clusters Score -1.47018e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 38517 members 
Mstep: Class 3 contains 81422 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171074 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94133 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22624 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120831 members 
Mstep: Class 14 contains 41080 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 158083 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180602 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018080.000000 Penalty: 82566.710938
Iteration 340F: 25 clusters Score -1.470181e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 38516 members 
Mstep: Class 3 contains 81425 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171074 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94133 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 22623 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120832 members 
Mstep: Class 14 contains 41080 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 158082 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180599 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018128.000000 Penalty: 82566.710938
Iteration 341Q: 25 clusters Score -1.470181e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81429 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171073 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94136 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 22622 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120831 members 
Mstep: Class 14 contains 41078 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 158084 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180597 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018160.000000 Penalty: 82566.710938
Iteration 342Q: 25 clusters Score -1.470182e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 38513 members 
Mstep: Class 3 contains 81433 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171072 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94137 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22622 members 
Mstep: Class 10 contains 5731 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120829 members 
Mstep: Class 14 contains 41076 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40314 members 
Mstep: Class 17 contains 158085 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180594 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018192.000000 Penalty: 82566.710938
Iteration 343Q: 25 clusters Score -1.470182e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79167 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81432 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171072 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94138 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22622 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120831 members 
Mstep: Class 14 contains 41076 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40313 members 
Mstep: Class 17 contains 158086 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180591 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018224.000000 Penalty: 82566.710938
Iteration 344Q: 25 clusters Score -1.470182e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79167 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81430 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171075 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94139 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22621 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120831 members 
Mstep: Class 14 contains 41076 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40311 members 
Mstep: Class 17 contains 158086 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180592 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018240.000000 Penalty: 82566.710938
Iteration 345Q: 25 clusters Score -1.470182e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81432 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171072 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94137 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22621 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120832 members 
Mstep: Class 14 contains 41075 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40311 members 
Mstep: Class 17 contains 158086 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180593 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018288.000000 Penalty: 82566.710938
Iteration 346Q: 25 clusters Score -1.470183e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81432 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171072 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94138 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22621 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120831 members 
Mstep: Class 14 contains 41075 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40311 members 
Mstep: Class 17 contains 158085 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180592 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018288.000000 Penalty: 82566.710938
Iteration 347Q: 25 clusters Score -1.470183e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81434 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171069 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94140 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22620 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120830 members 
Mstep: Class 14 contains 41075 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40311 members 
Mstep: Class 17 contains 158086 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180591 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018272.000000 Penalty: 82566.710938
Iteration 348Q: 25 clusters Score -1.470183e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81434 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171067 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94141 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22620 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120830 members 
Mstep: Class 14 contains 41075 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40310 members 
Mstep: Class 17 contains 158089 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180590 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018256.000000 Penalty: 82566.710938
Iteration 349Q: 25 clusters Score -1.470183e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81434 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171063 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94141 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22620 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120831 members 
Mstep: Class 14 contains 41075 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40309 members 
Mstep: Class 17 contains 158089 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180594 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018240.000000 Penalty: 82566.710938
Iteration 350Q: 25 clusters Score -1.470182e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81436 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171061 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22620 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120830 members 
Mstep: Class 14 contains 41075 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40309 members 
Mstep: Class 17 contains 158089 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180594 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018272.000000 Penalty: 82566.710938
Iteration 351Q: 25 clusters Score -1.470183e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81437 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171060 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22620 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120830 members 
Mstep: Class 14 contains 41075 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40309 members 
Mstep: Class 17 contains 158089 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180594 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018272.000000 Penalty: 82566.710938
Iteration 352Q: 25 clusters Score -1.470183e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81437 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171060 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22620 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120830 members 
Mstep: Class 14 contains 41075 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40309 members 
Mstep: Class 17 contains 158089 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180594 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018272.000000 Penalty: 82566.710938
Iteration 353F: 25 clusters Score -1.470183e+08 nChanged 0
Entering ConstructFrom: 
Score: -147018272.000000 Penalty: 82566.710938
Entering ConstructFrom: 
Trying to split cluster 1 (79172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Entering Unmasked Estep 
Score: -11277812.000000 Penalty: 2797.285645
	Iteration 0F: 2 clusters Score -1.127781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -11224557.000000 Penalty: 5594.571289
	Iteration 0F: 3 clusters Score -1.122456e+07 nChanged 37499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -11245874.000000 Penalty: 5594.571289
	Iteration 1F: 3 clusters Score -1.124587e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -11246470.000000 Penalty: 5594.571289
	Iteration 2Q: 3 clusters Score -1.124647e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -11247179.000000 Penalty: 5594.571289
	Iteration 3Q: 3 clusters Score -1.124718e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -11247963.000000 Penalty: 5594.571289
	Iteration 4Q: 3 clusters Score -1.124796e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -11249052.000000 Penalty: 5594.571289
	Iteration 5Q: 3 clusters Score -1.124905e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -11250731.000000 Penalty: 5594.571289
	Iteration 6Q: 3 clusters Score -1.125073e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -11253053.000000 Penalty: 5594.571289
	Iteration 7F: 3 clusters Score -1.125305e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -11256523.000000 Penalty: 5594.571289
	Iteration 8F: 3 clusters Score -1.125652e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -11260943.000000 Penalty: 5594.571289
	Iteration 9F: 3 clusters Score -1.126094e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -11265343.000000 Penalty: 5594.571289
	Iteration 10F: 3 clusters Score -1.126534e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -11268535.000000 Penalty: 5594.571289
	Iteration 11Q: 3 clusters Score -1.126854e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -11270836.000000 Penalty: 5594.571289
	Iteration 12Q: 3 clusters Score -1.127084e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -11272375.000000 Penalty: 5594.571289
	Iteration 13Q: 3 clusters Score -1.127238e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -11273409.000000 Penalty: 5594.571289
	Iteration 14Q: 3 clusters Score -1.127341e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76641 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -11274070.000000 Penalty: 5594.571289
	Iteration 15Q: 3 clusters Score -1.127407e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -11274489.000000 Penalty: 5594.571289
	Iteration 16Q: 3 clusters Score -1.127449e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11274761.000000 Penalty: 5594.571289
	Iteration 17Q: 3 clusters Score -1.127476e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78010 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11274934.000000 Penalty: 5594.571289
	Iteration 18Q: 3 clusters Score -1.127493e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11275047.000000 Penalty: 5594.571289
	Iteration 19Q: 3 clusters Score -1.127505e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11275124.000000 Penalty: 5594.571289
	Iteration 20F: 3 clusters Score -1.127512e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11275189.000000 Penalty: 5594.571289
	Iteration 21Q: 3 clusters Score -1.127519e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11275254.000000 Penalty: 5594.571289
	Iteration 22Q: 3 clusters Score -1.127525e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11275296.000000 Penalty: 5594.571289
	Iteration 23Q: 3 clusters Score -1.12753e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11275332.000000 Penalty: 5594.571289
	Iteration 24Q: 3 clusters Score -1.127533e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78573 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11275347.000000 Penalty: 5594.571289
	Iteration 25Q: 3 clusters Score -1.127535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78591 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11275355.000000 Penalty: 5594.571289
	Iteration 26Q: 3 clusters Score -1.127536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11275377.000000 Penalty: 5594.571289
	Iteration 27Q: 3 clusters Score -1.127538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78617 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11275374.000000 Penalty: 5594.571289
	Iteration 28Q: 3 clusters Score -1.127537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11275383.000000 Penalty: 5594.571289
	Iteration 29Q: 3 clusters Score -1.127538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11275396.000000 Penalty: 5594.571289
	Iteration 30Q: 3 clusters Score -1.12754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11275414.000000 Penalty: 5594.571289
	Iteration 31Q: 3 clusters Score -1.127541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11275419.000000 Penalty: 5594.571289
	Iteration 32Q: 3 clusters Score -1.127542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78659 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11275439.000000 Penalty: 5594.571289
	Iteration 33Q: 3 clusters Score -1.127544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -11275448.000000 Penalty: 5594.571289
	Iteration 34Q: 3 clusters Score -1.127545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78682 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11275446.000000 Penalty: 5594.571289
	Iteration 35Q: 3 clusters Score -1.127545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -11275451.000000 Penalty: 5594.571289
	Iteration 36Q: 3 clusters Score -1.127545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11275452.000000 Penalty: 5594.571289
	Iteration 37Q: 3 clusters Score -1.127545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78693 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11275459.000000 Penalty: 5594.571289
	Iteration 38Q: 3 clusters Score -1.127546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78693 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11275468.000000 Penalty: 5594.571289
	Iteration 39Q: 3 clusters Score -1.127547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78693 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11275469.000000 Penalty: 5594.571289
	Iteration 40F: 3 clusters Score -1.127547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78693 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11275470.000000 Penalty: 5594.571289
	Iteration 41Q: 3 clusters Score -1.127547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11275469.000000 Penalty: 5594.571289
	Iteration 42Q: 3 clusters Score -1.127547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11275469.000000 Penalty: 5594.571289
	Iteration 43F: 3 clusters Score -1.127547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Entering Unmasked Estep 
Score: -5502146.500000 Penalty: 2618.576660
	Iteration 0F: 2 clusters Score -5502146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5475927.000000 Penalty: 5237.153320
	Iteration 0F: 3 clusters Score -5475927 nChanged 17650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -5485535.500000 Penalty: 5237.153320
	Iteration 1F: 3 clusters Score -5485536 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -5486040.500000 Penalty: 5237.153320
	Iteration 2Q: 3 clusters Score -5486040 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -5486484.000000 Penalty: 5237.153320
	Iteration 3Q: 3 clusters Score -5486484 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -5486841.500000 Penalty: 5237.153320
	Iteration 4Q: 3 clusters Score -5486842 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -5487230.000000 Penalty: 5237.153320
	Iteration 5Q: 3 clusters Score -5487230 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -5487639.000000 Penalty: 5237.153320
	Iteration 6Q: 3 clusters Score -5487639 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -5488062.500000 Penalty: 5237.153320
	Iteration 7Q: 3 clusters Score -5488062 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5488675.500000 Penalty: 5237.153320
	Iteration 8Q: 3 clusters Score -5488676 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -5489525.000000 Penalty: 5237.153320
	Iteration 9Q: 3 clusters Score -5489525 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -5490757.500000 Penalty: 5237.153320
	Iteration 10Q: 3 clusters Score -5490758 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -5492285.500000 Penalty: 5237.153320
	Iteration 11F: 3 clusters Score -5492286 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -5493913.500000 Penalty: 5237.153320
	Iteration 12F: 3 clusters Score -5493914 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -5495411.000000 Penalty: 5237.153320
	Iteration 13Q: 3 clusters Score -5495411 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -5496579.000000 Penalty: 5237.153320
	Iteration 14Q: 3 clusters Score -5496579 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -5497371.500000 Penalty: 5237.153320
	Iteration 15Q: 3 clusters Score -5497372 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -5497931.500000 Penalty: 5237.153320
	Iteration 16Q: 3 clusters Score -5497932 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -5498321.500000 Penalty: 5237.153320
	Iteration 17Q: 3 clusters Score -5498322 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -5498631.000000 Penalty: 5237.153320
	Iteration 18Q: 3 clusters Score -5498631 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -5498846.500000 Penalty: 5237.153320
	Iteration 19Q: 3 clusters Score -5498846 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -5499016.500000 Penalty: 5237.153320
	Iteration 20F: 3 clusters Score -5499016 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -5499163.000000 Penalty: 5237.153320
	Iteration 21Q: 3 clusters Score -5499163 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5499283.000000 Penalty: 5237.153320
	Iteration 22Q: 3 clusters Score -5499283 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -5499383.500000 Penalty: 5237.153320
	Iteration 23Q: 3 clusters Score -5499384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -5499453.500000 Penalty: 5237.153320
	Iteration 24Q: 3 clusters Score -5499454 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -5499518.500000 Penalty: 5237.153320
	Iteration 25Q: 3 clusters Score -5499518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -5499573.500000 Penalty: 5237.153320
	Iteration 26Q: 3 clusters Score -5499574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -5499607.500000 Penalty: 5237.153320
	Iteration 27Q: 3 clusters Score -5499608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -5499642.000000 Penalty: 5237.153320
	Iteration 28Q: 3 clusters Score -5499642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5499671.000000 Penalty: 5237.153320
	Iteration 29Q: 3 clusters Score -5499671 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -5499714.500000 Penalty: 5237.153320
	Iteration 30Q: 3 clusters Score -5499714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5499738.000000 Penalty: 5237.153320
	Iteration 31Q: 3 clusters Score -5499738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -5499758.000000 Penalty: 5237.153320
	Iteration 32Q: 3 clusters Score -5499758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5499770.000000 Penalty: 5237.153320
	Iteration 33Q: 3 clusters Score -5499770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -5499791.500000 Penalty: 5237.153320
	Iteration 34Q: 3 clusters Score -5499792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -5499797.500000 Penalty: 5237.153320
	Iteration 35Q: 3 clusters Score -5499798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -5499802.000000 Penalty: 5237.153320
	Iteration 36Q: 3 clusters Score -5499802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -5499812.000000 Penalty: 5237.153320
	Iteration 37Q: 3 clusters Score -5499812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -5499814.000000 Penalty: 5237.153320
	Iteration 38Q: 3 clusters Score -5499814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -5499821.000000 Penalty: 5237.153320
	Iteration 39Q: 3 clusters Score -5499821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -5499821.000000 Penalty: 5237.153320
	Iteration 40F: 3 clusters Score -5499821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -5499825.000000 Penalty: 5237.153320
	Iteration 41Q: 3 clusters Score -5499825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -5499830.500000 Penalty: 5237.153320
	Iteration 42Q: 3 clusters Score -5499830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -5499844.000000 Penalty: 5237.153320
	Iteration 43Q: 3 clusters Score -5499844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -5499849.500000 Penalty: 5237.153320
	Iteration 44Q: 3 clusters Score -5499850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -5499854.500000 Penalty: 5237.153320
	Iteration 45Q: 3 clusters Score -5499854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5499863.500000 Penalty: 5237.153320
	Iteration 46Q: 3 clusters Score -5499864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5499865.000000 Penalty: 5237.153320
	Iteration 47Q: 3 clusters Score -5499865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -5499870.500000 Penalty: 5237.153320
	Iteration 48Q: 3 clusters Score -5499870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -5499880.500000 Penalty: 5237.153320
	Iteration 49Q: 3 clusters Score -5499880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -5499878.000000 Penalty: 5237.153320
	Iteration 50Q: 3 clusters Score -5499878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -5499889.000000 Penalty: 5237.153320
	Iteration 51Q: 3 clusters Score -5499889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -5499884.000000 Penalty: 5237.153320
	Iteration 52Q: 3 clusters Score -5499884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -5499898.000000 Penalty: 5237.153320
	Iteration 53Q: 3 clusters Score -5499898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -5499903.500000 Penalty: 5237.153320
	Iteration 54Q: 3 clusters Score -5499904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -5499903.500000 Penalty: 5237.153320
	Iteration 55Q: 3 clusters Score -5499904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -5499909.500000 Penalty: 5237.153320
	Iteration 56Q: 3 clusters Score -5499910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -5499916.500000 Penalty: 5237.153320
	Iteration 57Q: 3 clusters Score -5499916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -5499918.500000 Penalty: 5237.153320
	Iteration 58Q: 3 clusters Score -5499918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -5499921.000000 Penalty: 5237.153320
	Iteration 59Q: 3 clusters Score -5499921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -5499919.000000 Penalty: 5237.153320
	Iteration 60F: 3 clusters Score -5499919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (81437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81437 members 
Entering Unmasked Estep 
Score: -11575237.000000 Penalty: 2804.281006
	Iteration 0F: 2 clusters Score -1.157524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -11520612.000000 Penalty: 5608.562012
	Iteration 0F: 3 clusters Score -1.152061e+07 nChanged 38279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -11542085.000000 Penalty: 5608.562012
	Iteration 1F: 3 clusters Score -1.154208e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -11542735.000000 Penalty: 5608.562012
	Iteration 2Q: 3 clusters Score -1.154274e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -11543379.000000 Penalty: 5608.562012
	Iteration 3Q: 3 clusters Score -1.154338e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -11544105.000000 Penalty: 5608.562012
	Iteration 4Q: 3 clusters Score -1.15441e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -11545046.000000 Penalty: 5608.562012
	Iteration 5Q: 3 clusters Score -1.154505e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -11546110.000000 Penalty: 5608.562012
	Iteration 6Q: 3 clusters Score -1.154611e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -11547372.000000 Penalty: 5608.562012
	Iteration 7Q: 3 clusters Score -1.154737e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -11548947.000000 Penalty: 5608.562012
	Iteration 8Q: 3 clusters Score -1.154895e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -11550759.000000 Penalty: 5608.562012
	Iteration 9Q: 3 clusters Score -1.155076e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -11552893.000000 Penalty: 5608.562012
	Iteration 10Q: 3 clusters Score -1.155289e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -11555421.000000 Penalty: 5608.562012
	Iteration 11F: 3 clusters Score -1.155542e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -11557912.000000 Penalty: 5608.562012
	Iteration 12F: 3 clusters Score -1.155791e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -11560132.000000 Penalty: 5608.562012
	Iteration 13Q: 3 clusters Score -1.156013e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -11561594.000000 Penalty: 5608.562012
	Iteration 14Q: 3 clusters Score -1.156159e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -11562452.000000 Penalty: 5608.562012
	Iteration 15Q: 3 clusters Score -1.156245e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -11563054.000000 Penalty: 5608.562012
	Iteration 16Q: 3 clusters Score -1.156305e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -11563525.000000 Penalty: 5608.562012
	Iteration 17Q: 3 clusters Score -1.156352e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -11563829.000000 Penalty: 5608.562012
	Iteration 18Q: 3 clusters Score -1.156383e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -11564213.000000 Penalty: 5608.562012
	Iteration 19Q: 3 clusters Score -1.156421e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -11564575.000000 Penalty: 5608.562012
	Iteration 20F: 3 clusters Score -1.156458e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -11564981.000000 Penalty: 5608.562012
	Iteration 21Q: 3 clusters Score -1.156498e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -11565477.000000 Penalty: 5608.562012
	Iteration 22Q: 3 clusters Score -1.156548e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -11565888.000000 Penalty: 5608.562012
	Iteration 23Q: 3 clusters Score -1.156589e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -11566399.000000 Penalty: 5608.562012
	Iteration 24Q: 3 clusters Score -1.15664e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -11566863.000000 Penalty: 5608.562012
	Iteration 25Q: 3 clusters Score -1.156686e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -11567271.000000 Penalty: 5608.562012
	Iteration 26Q: 3 clusters Score -1.156727e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -11567815.000000 Penalty: 5608.562012
	Iteration 27Q: 3 clusters Score -1.156782e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -11568337.000000 Penalty: 5608.562012
	Iteration 28Q: 3 clusters Score -1.156834e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -11568878.000000 Penalty: 5608.562012
	Iteration 29Q: 3 clusters Score -1.156888e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72211 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -11569371.000000 Penalty: 5608.562012
	Iteration 30Q: 3 clusters Score -1.156937e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -11569819.000000 Penalty: 5608.562012
	Iteration 31Q: 3 clusters Score -1.156982e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -11570254.000000 Penalty: 5608.562012
	Iteration 32Q: 3 clusters Score -1.157025e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -11570695.000000 Penalty: 5608.562012
	Iteration 33Q: 3 clusters Score -1.15707e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -11571022.000000 Penalty: 5608.562012
	Iteration 34Q: 3 clusters Score -1.157102e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -11571324.000000 Penalty: 5608.562012
	Iteration 35Q: 3 clusters Score -1.157132e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -11571599.000000 Penalty: 5608.562012
	Iteration 36Q: 3 clusters Score -1.15716e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -11571828.000000 Penalty: 5608.562012
	Iteration 37Q: 3 clusters Score -1.157183e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -11571999.000000 Penalty: 5608.562012
	Iteration 38Q: 3 clusters Score -1.1572e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -11572189.000000 Penalty: 5608.562012
	Iteration 39Q: 3 clusters Score -1.157219e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -11572296.000000 Penalty: 5608.562012
	Iteration 40F: 3 clusters Score -1.15723e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -11572488.000000 Penalty: 5608.562012
	Iteration 41Q: 3 clusters Score -1.157249e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -11572590.000000 Penalty: 5608.562012
	Iteration 42Q: 3 clusters Score -1.157259e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -11572642.000000 Penalty: 5608.562012
	Iteration 43Q: 3 clusters Score -1.157264e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -11572703.000000 Penalty: 5608.562012
	Iteration 44Q: 3 clusters Score -1.15727e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11572759.000000 Penalty: 5608.562012
	Iteration 45Q: 3 clusters Score -1.157276e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -11572783.000000 Penalty: 5608.562012
	Iteration 46Q: 3 clusters Score -1.157278e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11572801.000000 Penalty: 5608.562012
	Iteration 47Q: 3 clusters Score -1.15728e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11572819.000000 Penalty: 5608.562012
	Iteration 48Q: 3 clusters Score -1.157282e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11572853.000000 Penalty: 5608.562012
	Iteration 49Q: 3 clusters Score -1.157285e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11572872.000000 Penalty: 5608.562012
	Iteration 50Q: 3 clusters Score -1.157287e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80029 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11572881.000000 Penalty: 5608.562012
	Iteration 51Q: 3 clusters Score -1.157288e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11572911.000000 Penalty: 5608.562012
	Iteration 52Q: 3 clusters Score -1.157291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80100 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11572938.000000 Penalty: 5608.562012
	Iteration 53Q: 3 clusters Score -1.157294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11572942.000000 Penalty: 5608.562012
	Iteration 54Q: 3 clusters Score -1.157294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -11572946.000000 Penalty: 5608.562012
	Iteration 55Q: 3 clusters Score -1.157295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11572949.000000 Penalty: 5608.562012
	Iteration 56Q: 3 clusters Score -1.157295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80173 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11572939.000000 Penalty: 5608.562012
	Iteration 57Q: 3 clusters Score -1.157294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -11572946.000000 Penalty: 5608.562012
	Iteration 58Q: 3 clusters Score -1.157295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11572953.000000 Penalty: 5608.562012
	Iteration 59Q: 3 clusters Score -1.157295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80203 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11572955.000000 Penalty: 5608.562012
	Iteration 60F: 3 clusters Score -1.157296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -11572955.000000 Penalty: 5608.562012
	Iteration 61Q: 3 clusters Score -1.157296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -11572961.000000 Penalty: 5608.562012
	Iteration 62Q: 3 clusters Score -1.157296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -11572967.000000 Penalty: 5608.562012
	Iteration 63Q: 3 clusters Score -1.157297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11572966.000000 Penalty: 5608.562012
	Iteration 64Q: 3 clusters Score -1.157297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11572963.000000 Penalty: 5608.562012
	Iteration 65Q: 3 clusters Score -1.157296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80241 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11572955.000000 Penalty: 5608.562012
	Iteration 66Q: 3 clusters Score -1.157296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11572948.000000 Penalty: 5608.562012
	Iteration 67Q: 3 clusters Score -1.157295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11572950.000000 Penalty: 5608.562012
	Iteration 68Q: 3 clusters Score -1.157295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11572935.000000 Penalty: 5608.562012
	Iteration 69Q: 3 clusters Score -1.157294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11572948.000000 Penalty: 5608.562012
	Iteration 70Q: 3 clusters Score -1.157295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11572952.000000 Penalty: 5608.562012
	Iteration 71Q: 3 clusters Score -1.157295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11572956.000000 Penalty: 5608.562012
	Iteration 72Q: 3 clusters Score -1.157296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11572954.000000 Penalty: 5608.562012
	Iteration 73Q: 3 clusters Score -1.157295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11572961.000000 Penalty: 5608.562012
	Iteration 74Q: 3 clusters Score -1.157296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80297 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11572963.000000 Penalty: 5608.562012
	Iteration 75Q: 3 clusters Score -1.157296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11572956.000000 Penalty: 5608.562012
	Iteration 76Q: 3 clusters Score -1.157296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80304 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11572948.000000 Penalty: 5608.562012
	Iteration 77Q: 3 clusters Score -1.157295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11572957.000000 Penalty: 5608.562012
	Iteration 78Q: 3 clusters Score -1.157296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11572964.000000 Penalty: 5608.562012
	Iteration 79Q: 3 clusters Score -1.157296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -11572965.000000 Penalty: 5608.562012
	Iteration 80F: 3 clusters Score -1.157296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -134713.343750 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -134713.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -132766.203125 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -132766.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -132999.484375 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -132999.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -133090.765625 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -133090.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -133138.515625 Penalty: 3405.481934
	Iteration 3Q: 3 clusters Score -133138.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -133165.218750 Penalty: 3405.481934
	Iteration 4Q: 3 clusters Score -133165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -133181.671875 Penalty: 3405.481934
	Iteration 5Q: 3 clusters Score -133181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -133190.359375 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -133190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -133193.828125 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -133193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133197.703125 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -133197.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -133199.656250 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -133199.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -133199.656250 Penalty: 3405.481934
	Iteration 10F: 3 clusters Score -133199.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171060 members 
Entering Unmasked Estep 
Score: -23983476.000000 Penalty: 2988.342773
	Iteration 0F: 2 clusters Score -2.398348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -23877506.000000 Penalty: 5976.685547
	Iteration 0F: 3 clusters Score -2.387751e+07 nChanged 81618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Mstep: Class 2 contains 87899 members 
Entering Unmasked Estep 
Score: -23924504.000000 Penalty: 5976.685547
	Iteration 1F: 3 clusters Score -2.39245e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 89336 members 
Entering Unmasked Estep 
Score: -23925338.000000 Penalty: 5976.685547
	Iteration 2Q: 3 clusters Score -2.392534e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -23926414.000000 Penalty: 5976.685547
	Iteration 3Q: 3 clusters Score -2.392641e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -23927894.000000 Penalty: 5976.685547
	Iteration 4Q: 3 clusters Score -2.392789e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71835 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -23930074.000000 Penalty: 5976.685547
	Iteration 5Q: 3 clusters Score -2.393007e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 105910 members 
Entering Unmasked Estep 
Score: -23933654.000000 Penalty: 5976.685547
	Iteration 6Q: 3 clusters Score -2.393365e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 115372 members 
Entering Unmasked Estep 
Score: -23940236.000000 Penalty: 5976.685547
	Iteration 7F: 3 clusters Score -2.394024e+07 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 127483 members 
Entering Unmasked Estep 
Score: -23950050.000000 Penalty: 5976.685547
	Iteration 8F: 3 clusters Score -2.395005e+07 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 140414 members 
Entering Unmasked Estep 
Score: -23961920.000000 Penalty: 5976.685547
	Iteration 9F: 3 clusters Score -2.396192e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 151480 members 
Entering Unmasked Estep 
Score: -23971362.000000 Penalty: 5976.685547
	Iteration 10F: 3 clusters Score -2.397136e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 158704 members 
Entering Unmasked Estep 
Score: -23975876.000000 Penalty: 5976.685547
	Iteration 11Q: 3 clusters Score -2.397588e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 162691 members 
Entering Unmasked Estep 
Score: -23978036.000000 Penalty: 5976.685547
	Iteration 12Q: 3 clusters Score -2.397804e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 164825 members 
Entering Unmasked Estep 
Score: -23979218.000000 Penalty: 5976.685547
	Iteration 13Q: 3 clusters Score -2.397922e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 165972 members 
Entering Unmasked Estep 
Score: -23979922.000000 Penalty: 5976.685547
	Iteration 14Q: 3 clusters Score -2.397992e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 166636 members 
Entering Unmasked Estep 
Score: -23980256.000000 Penalty: 5976.685547
	Iteration 15Q: 3 clusters Score -2.398026e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 167106 members 
Entering Unmasked Estep 
Score: -23980430.000000 Penalty: 5976.685547
	Iteration 16Q: 3 clusters Score -2.398043e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 167465 members 
Entering Unmasked Estep 
Score: -23980626.000000 Penalty: 5976.685547
	Iteration 17Q: 3 clusters Score -2.398063e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 167745 members 
Entering Unmasked Estep 
Score: -23980768.000000 Penalty: 5976.685547
	Iteration 18Q: 3 clusters Score -2.398077e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 167942 members 
Entering Unmasked Estep 
Score: -23980812.000000 Penalty: 5976.685547
	Iteration 19Q: 3 clusters Score -2.398081e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -23980868.000000 Penalty: 5976.685547
	Iteration 20F: 3 clusters Score -2.398087e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 168267 members 
Entering Unmasked Estep 
Score: -23980928.000000 Penalty: 5976.685547
	Iteration 21Q: 3 clusters Score -2.398093e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 168380 members 
Entering Unmasked Estep 
Score: -23980966.000000 Penalty: 5976.685547
	Iteration 22Q: 3 clusters Score -2.398097e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 168473 members 
Entering Unmasked Estep 
Score: -23981000.000000 Penalty: 5976.685547
	Iteration 23Q: 3 clusters Score -2.3981e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 168536 members 
Entering Unmasked Estep 
Score: -23981026.000000 Penalty: 5976.685547
	Iteration 24Q: 3 clusters Score -2.398103e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 168589 members 
Entering Unmasked Estep 
Score: -23980980.000000 Penalty: 5976.685547
	Iteration 25Q: 3 clusters Score -2.398098e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 168636 members 
Entering Unmasked Estep 
Score: -23980990.000000 Penalty: 5976.685547
	Iteration 26Q: 3 clusters Score -2.398099e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 168660 members 
Entering Unmasked Estep 
Score: -23981004.000000 Penalty: 5976.685547
	Iteration 27Q: 3 clusters Score -2.3981e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 168692 members 
Entering Unmasked Estep 
Score: -23981014.000000 Penalty: 5976.685547
	Iteration 28Q: 3 clusters Score -2.398101e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 168719 members 
Entering Unmasked Estep 
Score: -23981022.000000 Penalty: 5976.685547
	Iteration 29Q: 3 clusters Score -2.398102e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 168745 members 
Entering Unmasked Estep 
Score: -23981052.000000 Penalty: 5976.685547
	Iteration 30Q: 3 clusters Score -2.398105e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 168763 members 
Entering Unmasked Estep 
Score: -23981052.000000 Penalty: 5976.685547
	Iteration 31Q: 3 clusters Score -2.398105e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 168781 members 
Entering Unmasked Estep 
Score: -23981050.000000 Penalty: 5976.685547
	Iteration 32Q: 3 clusters Score -2.398105e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 168805 members 
Entering Unmasked Estep 
Score: -23981078.000000 Penalty: 5976.685547
	Iteration 33Q: 3 clusters Score -2.398108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 168824 members 
Entering Unmasked Estep 
Score: -23981080.000000 Penalty: 5976.685547
	Iteration 34Q: 3 clusters Score -2.398108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 168839 members 
Entering Unmasked Estep 
Score: -23981086.000000 Penalty: 5976.685547
	Iteration 35Q: 3 clusters Score -2.398109e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 168851 members 
Entering Unmasked Estep 
Score: -23981078.000000 Penalty: 5976.685547
	Iteration 36Q: 3 clusters Score -2.398108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 168858 members 
Entering Unmasked Estep 
Score: -23981078.000000 Penalty: 5976.685547
	Iteration 37Q: 3 clusters Score -2.398108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 168862 members 
Entering Unmasked Estep 
Score: -23981050.000000 Penalty: 5976.685547
	Iteration 38Q: 3 clusters Score -2.398105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -23981070.000000 Penalty: 5976.685547
	Iteration 39Q: 3 clusters Score -2.398107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 168871 members 
Entering Unmasked Estep 
Score: -23981072.000000 Penalty: 5976.685547
	Iteration 40F: 3 clusters Score -2.398107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 168878 members 
Entering Unmasked Estep 
Score: -23981066.000000 Penalty: 5976.685547
	Iteration 41Q: 3 clusters Score -2.398107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 168885 members 
Entering Unmasked Estep 
Score: -23981084.000000 Penalty: 5976.685547
	Iteration 42Q: 3 clusters Score -2.398108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 168890 members 
Entering Unmasked Estep 
Score: -23981102.000000 Penalty: 5976.685547
	Iteration 43Q: 3 clusters Score -2.39811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 168891 members 
Entering Unmasked Estep 
Score: -23981094.000000 Penalty: 5976.685547
	Iteration 44Q: 3 clusters Score -2.398109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 168894 members 
Entering Unmasked Estep 
Score: -23981092.000000 Penalty: 5976.685547
	Iteration 45Q: 3 clusters Score -2.398109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 168897 members 
Entering Unmasked Estep 
Score: -23981106.000000 Penalty: 5976.685547
	Iteration 46Q: 3 clusters Score -2.398111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 168905 members 
Entering Unmasked Estep 
Score: -23981098.000000 Penalty: 5976.685547
	Iteration 47Q: 3 clusters Score -2.39811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 168912 members 
Entering Unmasked Estep 
Score: -23981092.000000 Penalty: 5976.685547
	Iteration 48Q: 3 clusters Score -2.398109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 168918 members 
Entering Unmasked Estep 
Score: -23981098.000000 Penalty: 5976.685547
	Iteration 49Q: 3 clusters Score -2.39811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 168925 members 
Entering Unmasked Estep 
Score: -23981102.000000 Penalty: 5976.685547
	Iteration 50Q: 3 clusters Score -2.39811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 168931 members 
Entering Unmasked Estep 
Score: -23981100.000000 Penalty: 5976.685547
	Iteration 51Q: 3 clusters Score -2.39811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 168937 members 
Entering Unmasked Estep 
Score: -23981100.000000 Penalty: 5976.685547
	Iteration 52Q: 3 clusters Score -2.39811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 168942 members 
Entering Unmasked Estep 
Score: -23981090.000000 Penalty: 5976.685547
	Iteration 53Q: 3 clusters Score -2.398109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 168946 members 
Entering Unmasked Estep 
Score: -23981090.000000 Penalty: 5976.685547
	Iteration 54Q: 3 clusters Score -2.398109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 168952 members 
Entering Unmasked Estep 
Score: -23981088.000000 Penalty: 5976.685547
	Iteration 55Q: 3 clusters Score -2.398109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 168953 members 
Entering Unmasked Estep 
Score: -23981092.000000 Penalty: 5976.685547
	Iteration 56Q: 3 clusters Score -2.398109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 168954 members 
Entering Unmasked Estep 
Score: -23981082.000000 Penalty: 5976.685547
	Iteration 57Q: 3 clusters Score -2.398108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 168955 members 
Entering Unmasked Estep 
Score: -23981084.000000 Penalty: 5976.685547
	Iteration 58Q: 3 clusters Score -2.398108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 168956 members 
Entering Unmasked Estep 
Score: -23981088.000000 Penalty: 5976.685547
	Iteration 59Q: 3 clusters Score -2.398109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 168957 members 
Entering Unmasked Estep 
Score: -23981094.000000 Penalty: 5976.685547
	Iteration 60F: 3 clusters Score -2.398109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -53004.773438 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -53004.77 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 221 members 
Entering Unmasked Estep 
Score: -51600.765625 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -51600.77 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51820.632812 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -51820.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51896.574219 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -51896.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51973.343750 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -51973.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52005.750000 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -52005.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52040.906250 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -52040.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52056.300781 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -52056.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52057.570312 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -52057.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52057.570312 Penalty: 2995.966309
	Iteration 8F: 3 clusters Score -52057.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94142 members 
Entering Unmasked Estep 
Score: -13378846.000000 Penalty: 2840.234863
	Iteration 0F: 2 clusters Score -1.337885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -13316042.000000 Penalty: 5680.469727
	Iteration 0F: 3 clusters Score -1.331604e+07 nChanged 44453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -13340949.000000 Penalty: 5680.469727
	Iteration 1F: 3 clusters Score -1.334095e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -13341501.000000 Penalty: 5680.469727
	Iteration 2Q: 3 clusters Score -1.33415e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -13341937.000000 Penalty: 5680.469727
	Iteration 3Q: 3 clusters Score -1.334194e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -13342386.000000 Penalty: 5680.469727
	Iteration 4Q: 3 clusters Score -1.334239e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -13342845.000000 Penalty: 5680.469727
	Iteration 5Q: 3 clusters Score -1.334284e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -13343391.000000 Penalty: 5680.469727
	Iteration 6Q: 3 clusters Score -1.334339e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -13344253.000000 Penalty: 5680.469727
	Iteration 7Q: 3 clusters Score -1.334425e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -13345262.000000 Penalty: 5680.469727
	Iteration 8Q: 3 clusters Score -1.334526e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -13346900.000000 Penalty: 5680.469727
	Iteration 9Q: 3 clusters Score -1.33469e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -13349339.000000 Penalty: 5680.469727
	Iteration 10Q: 3 clusters Score -1.334934e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -13352748.000000 Penalty: 5680.469727
	Iteration 11F: 3 clusters Score -1.335275e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -13357665.000000 Penalty: 5680.469727
	Iteration 12F: 3 clusters Score -1.335766e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -13363417.000000 Penalty: 5680.469727
	Iteration 13F: 3 clusters Score -1.336342e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -13368449.000000 Penalty: 5680.469727
	Iteration 14F: 3 clusters Score -1.336845e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -13371965.000000 Penalty: 5680.469727
	Iteration 15Q: 3 clusters Score -1.337196e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -13374143.000000 Penalty: 5680.469727
	Iteration 16Q: 3 clusters Score -1.337414e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 91878 members 
Entering Unmasked Estep 
Score: -13375260.000000 Penalty: 5680.469727
	Iteration 17Q: 3 clusters Score -1.337526e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -13375830.000000 Penalty: 5680.469727
	Iteration 18Q: 3 clusters Score -1.337583e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -13376090.000000 Penalty: 5680.469727
	Iteration 19Q: 3 clusters Score -1.337609e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -13376212.000000 Penalty: 5680.469727
	Iteration 20F: 3 clusters Score -1.337621e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -13376291.000000 Penalty: 5680.469727
	Iteration 21Q: 3 clusters Score -1.337629e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 93091 members 
Entering Unmasked Estep 
Score: -13376333.000000 Penalty: 5680.469727
	Iteration 22Q: 3 clusters Score -1.337633e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 93133 members 
Entering Unmasked Estep 
Score: -13376378.000000 Penalty: 5680.469727
	Iteration 23Q: 3 clusters Score -1.337638e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -13376413.000000 Penalty: 5680.469727
	Iteration 24Q: 3 clusters Score -1.337641e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -13376433.000000 Penalty: 5680.469727
	Iteration 25Q: 3 clusters Score -1.337643e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
Score: -13376467.000000 Penalty: 5680.469727
	Iteration 26Q: 3 clusters Score -1.337647e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 93251 members 
Entering Unmasked Estep 
Score: -13376506.000000 Penalty: 5680.469727
	Iteration 27Q: 3 clusters Score -1.337651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -13376511.000000 Penalty: 5680.469727
	Iteration 28Q: 3 clusters Score -1.337651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
Score: -13376503.000000 Penalty: 5680.469727
	Iteration 29Q: 3 clusters Score -1.33765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 93285 members 
Entering Unmasked Estep 
Score: -13376509.000000 Penalty: 5680.469727
	Iteration 30Q: 3 clusters Score -1.337651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 93294 members 
Entering Unmasked Estep 
Score: -13376522.000000 Penalty: 5680.469727
	Iteration 31Q: 3 clusters Score -1.337652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -13376528.000000 Penalty: 5680.469727
	Iteration 32Q: 3 clusters Score -1.337653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -13376527.000000 Penalty: 5680.469727
	Iteration 33Q: 3 clusters Score -1.337653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -13376533.000000 Penalty: 5680.469727
	Iteration 34Q: 3 clusters Score -1.337653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -13376522.000000 Penalty: 5680.469727
	Iteration 35Q: 3 clusters Score -1.337652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -13376526.000000 Penalty: 5680.469727
	Iteration 36Q: 3 clusters Score -1.337653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -13376534.000000 Penalty: 5680.469727
	Iteration 37Q: 3 clusters Score -1.337653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 93332 members 
Entering Unmasked Estep 
Score: -13376545.000000 Penalty: 5680.469727
	Iteration 38Q: 3 clusters Score -1.337654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -13376547.000000 Penalty: 5680.469727
	Iteration 39Q: 3 clusters Score -1.337655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 93342 members 
Entering Unmasked Estep 
Score: -13376546.000000 Penalty: 5680.469727
	Iteration 40F: 3 clusters Score -1.337655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 93342 members 
Entering Unmasked Estep 
Score: -13376547.000000 Penalty: 5680.469727
	Iteration 41Q: 3 clusters Score -1.337655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 93342 members 
Entering Unmasked Estep 
Score: -13376556.000000 Penalty: 5680.469727
	Iteration 42Q: 3 clusters Score -1.337656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -13376562.000000 Penalty: 5680.469727
	Iteration 43Q: 3 clusters Score -1.337656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 93347 members 
Entering Unmasked Estep 
Score: -13376566.000000 Penalty: 5680.469727
	Iteration 44Q: 3 clusters Score -1.337657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 93349 members 
Entering Unmasked Estep 
Score: -13376570.000000 Penalty: 5680.469727
	Iteration 45Q: 3 clusters Score -1.337657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -13376580.000000 Penalty: 5680.469727
	Iteration 46Q: 3 clusters Score -1.337658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -13376580.000000 Penalty: 5680.469727
	Iteration 47F: 3 clusters Score -1.337658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -743121.750000 Penalty: 2121.178711
	Iteration 0F: 2 clusters Score -743121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -738468.937500 Penalty: 4242.357422
	Iteration 0F: 3 clusters Score -738468.9 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -739513.500000 Penalty: 4242.357422
	Iteration 1F: 3 clusters Score -739513.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -739713.312500 Penalty: 4242.357422
	Iteration 2F: 3 clusters Score -739713.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -739837.875000 Penalty: 4242.357422
	Iteration 3Q: 3 clusters Score -739837.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -739931.375000 Penalty: 4242.357422
	Iteration 4Q: 3 clusters Score -739931.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -740005.937500 Penalty: 4242.357422
	Iteration 5Q: 3 clusters Score -740005.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -740072.062500 Penalty: 4242.357422
	Iteration 6Q: 3 clusters Score -740072.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -740141.937500 Penalty: 4242.357422
	Iteration 7Q: 3 clusters Score -740141.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -740209.062500 Penalty: 4242.357422
	Iteration 8Q: 3 clusters Score -740209.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -740284.812500 Penalty: 4242.357422
	Iteration 9Q: 3 clusters Score -740284.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -740352.500000 Penalty: 4242.357422
	Iteration 10Q: 3 clusters Score -740352.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -740422.937500 Penalty: 4242.357422
	Iteration 11Q: 3 clusters Score -740422.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -740494.125000 Penalty: 4242.357422
	Iteration 12Q: 3 clusters Score -740494.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -740561.312500 Penalty: 4242.357422
	Iteration 13Q: 3 clusters Score -740561.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -740638.875000 Penalty: 4242.357422
	Iteration 14Q: 3 clusters Score -740638.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -740708.875000 Penalty: 4242.357422
	Iteration 15Q: 3 clusters Score -740708.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -740779.750000 Penalty: 4242.357422
	Iteration 16Q: 3 clusters Score -740779.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -740850.812500 Penalty: 4242.357422
	Iteration 17Q: 3 clusters Score -740850.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -740934.812500 Penalty: 4242.357422
	Iteration 18Q: 3 clusters Score -740934.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -741002.375000 Penalty: 4242.357422
	Iteration 19Q: 3 clusters Score -741002.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -741068.250000 Penalty: 4242.357422
	Iteration 20F: 3 clusters Score -741068.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -741127.750000 Penalty: 4242.357422
	Iteration 21Q: 3 clusters Score -741127.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -741164.500000 Penalty: 4242.357422
	Iteration 22Q: 3 clusters Score -741164.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -741199.000000 Penalty: 4242.357422
	Iteration 23Q: 3 clusters Score -741199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -741219.000000 Penalty: 4242.357422
	Iteration 24Q: 3 clusters Score -741219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -741237.062500 Penalty: 4242.357422
	Iteration 25Q: 3 clusters Score -741237.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -741252.562500 Penalty: 4242.357422
	Iteration 26Q: 3 clusters Score -741252.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -741264.562500 Penalty: 4242.357422
	Iteration 27Q: 3 clusters Score -741264.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -741270.500000 Penalty: 4242.357422
	Iteration 28Q: 3 clusters Score -741270.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -741272.937500 Penalty: 4242.357422
	Iteration 29Q: 3 clusters Score -741272.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -741274.375000 Penalty: 4242.357422
	Iteration 30Q: 3 clusters Score -741274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -741276.437500 Penalty: 4242.357422
	Iteration 31Q: 3 clusters Score -741276.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -741277.250000 Penalty: 4242.357422
	Iteration 32Q: 3 clusters Score -741277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -741277.250000 Penalty: 4242.357422
	Iteration 33F: 3 clusters Score -741277.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Entering Unmasked Estep 
Score: -3219236.750000 Penalty: 2486.594238
	Iteration 0F: 2 clusters Score -3219237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3203452.500000 Penalty: 4973.188477
	Iteration 0F: 3 clusters Score -3203452 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3209330.250000 Penalty: 4973.188477
	Iteration 1F: 3 clusters Score -3209330 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -3210343.750000 Penalty: 4973.188477
	Iteration 2F: 3 clusters Score -3210344 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3211421.750000 Penalty: 4973.188477
	Iteration 3F: 3 clusters Score -3211422 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3212602.000000 Penalty: 4973.188477
	Iteration 4F: 3 clusters Score -3212602 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3213823.250000 Penalty: 4973.188477
	Iteration 5F: 3 clusters Score -3213823 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3215070.250000 Penalty: 4973.188477
	Iteration 6F: 3 clusters Score -3215070 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3216033.750000 Penalty: 4973.188477
	Iteration 7F: 3 clusters Score -3216034 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3216655.500000 Penalty: 4973.188477
	Iteration 8Q: 3 clusters Score -3216656 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3216995.500000 Penalty: 4973.188477
	Iteration 9Q: 3 clusters Score -3216996 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3217137.500000 Penalty: 4973.188477
	Iteration 10Q: 3 clusters Score -3217138 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3217211.500000 Penalty: 4973.188477
	Iteration 11Q: 3 clusters Score -3217212 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3217272.500000 Penalty: 4973.188477
	Iteration 12Q: 3 clusters Score -3217272 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3217309.250000 Penalty: 4973.188477
	Iteration 13Q: 3 clusters Score -3217309 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3217344.250000 Penalty: 4973.188477
	Iteration 14Q: 3 clusters Score -3217344 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3217375.500000 Penalty: 4973.188477
	Iteration 15Q: 3 clusters Score -3217376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3217415.750000 Penalty: 4973.188477
	Iteration 16Q: 3 clusters Score -3217416 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3217428.500000 Penalty: 4973.188477
	Iteration 17Q: 3 clusters Score -3217428 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3217442.750000 Penalty: 4973.188477
	Iteration 18Q: 3 clusters Score -3217443 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3217470.750000 Penalty: 4973.188477
	Iteration 19Q: 3 clusters Score -3217471 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3217506.000000 Penalty: 4973.188477
	Iteration 20F: 3 clusters Score -3217506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3217522.750000 Penalty: 4973.188477
	Iteration 21Q: 3 clusters Score -3217523 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3217545.500000 Penalty: 4973.188477
	Iteration 22Q: 3 clusters Score -3217546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3217554.000000 Penalty: 4973.188477
	Iteration 23Q: 3 clusters Score -3217554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3217580.500000 Penalty: 4973.188477
	Iteration 24Q: 3 clusters Score -3217580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3217594.000000 Penalty: 4973.188477
	Iteration 25Q: 3 clusters Score -3217594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3217599.250000 Penalty: 4973.188477
	Iteration 26Q: 3 clusters Score -3217599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3217607.250000 Penalty: 4973.188477
	Iteration 27Q: 3 clusters Score -3217607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3217618.500000 Penalty: 4973.188477
	Iteration 28Q: 3 clusters Score -3217618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3217630.750000 Penalty: 4973.188477
	Iteration 29Q: 3 clusters Score -3217631 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3217647.750000 Penalty: 4973.188477
	Iteration 30Q: 3 clusters Score -3217648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3217652.000000 Penalty: 4973.188477
	Iteration 31Q: 3 clusters Score -3217652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -3217655.750000 Penalty: 4973.188477
	Iteration 32Q: 3 clusters Score -3217656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3217662.500000 Penalty: 4973.188477
	Iteration 33Q: 3 clusters Score -3217662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3217664.000000 Penalty: 4973.188477
	Iteration 34Q: 3 clusters Score -3217664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -3217665.250000 Penalty: 4973.188477
	Iteration 35Q: 3 clusters Score -3217665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3217675.000000 Penalty: 4973.188477
	Iteration 36Q: 3 clusters Score -3217675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3217678.250000 Penalty: 4973.188477
	Iteration 37Q: 3 clusters Score -3217678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3217687.000000 Penalty: 4973.188477
	Iteration 38Q: 3 clusters Score -3217687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -3217688.750000 Penalty: 4973.188477
	Iteration 39Q: 3 clusters Score -3217689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3217697.750000 Penalty: 4973.188477
	Iteration 40F: 3 clusters Score -3217698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3217704.500000 Penalty: 4973.188477
	Iteration 41Q: 3 clusters Score -3217704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3217709.750000 Penalty: 4973.188477
	Iteration 42Q: 3 clusters Score -3217710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3217714.250000 Penalty: 4973.188477
	Iteration 43Q: 3 clusters Score -3217714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -3217720.000000 Penalty: 4973.188477
	Iteration 44Q: 3 clusters Score -3217720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3217726.250000 Penalty: 4973.188477
	Iteration 45Q: 3 clusters Score -3217726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3217737.000000 Penalty: 4973.188477
	Iteration 46Q: 3 clusters Score -3217737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -3217742.500000 Penalty: 4973.188477
	Iteration 47Q: 3 clusters Score -3217742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -3217744.000000 Penalty: 4973.188477
	Iteration 48Q: 3 clusters Score -3217744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3217751.000000 Penalty: 4973.188477
	Iteration 49Q: 3 clusters Score -3217751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3217750.000000 Penalty: 4973.188477
	Iteration 50Q: 3 clusters Score -3217750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3217749.250000 Penalty: 4973.188477
	Iteration 51Q: 3 clusters Score -3217749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3217751.500000 Penalty: 4973.188477
	Iteration 52Q: 3 clusters Score -3217752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3217748.500000 Penalty: 4973.188477
	Iteration 53Q: 3 clusters Score -3217748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3217749.250000 Penalty: 4973.188477
	Iteration 54Q: 3 clusters Score -3217749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3217746.750000 Penalty: 4973.188477
	Iteration 55Q: 3 clusters Score -3217747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3217743.250000 Penalty: 4973.188477
	Iteration 56Q: 3 clusters Score -3217743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3217743.000000 Penalty: 4973.188477
	Iteration 57Q: 3 clusters Score -3217743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3217742.500000 Penalty: 4973.188477
	Iteration 58Q: 3 clusters Score -3217742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3217745.250000 Penalty: 4973.188477
	Iteration 59Q: 3 clusters Score -3217745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3217745.250000 Penalty: 4973.188477
	Iteration 60F: 3 clusters Score -3217745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Entering Unmasked Estep 
Score: -823692.687500 Penalty: 2146.060791
	Iteration 0F: 2 clusters Score -823692.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -818745.187500 Penalty: 4292.121582
	Iteration 0F: 3 clusters Score -818745.2 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -819908.312500 Penalty: 4292.121582
	Iteration 1F: 3 clusters Score -819908.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -820122.437500 Penalty: 4292.121582
	Iteration 2F: 3 clusters Score -820122.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -820294.562500 Penalty: 4292.121582
	Iteration 3F: 3 clusters Score -820294.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -820437.187500 Penalty: 4292.121582
	Iteration 4Q: 3 clusters Score -820437.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -820574.562500 Penalty: 4292.121582
	Iteration 5Q: 3 clusters Score -820574.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -820708.312500 Penalty: 4292.121582
	Iteration 6Q: 3 clusters Score -820708.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -820814.437500 Penalty: 4292.121582
	Iteration 7Q: 3 clusters Score -820814.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -820921.250000 Penalty: 4292.121582
	Iteration 8Q: 3 clusters Score -820921.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -821030.750000 Penalty: 4292.121582
	Iteration 9Q: 3 clusters Score -821030.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -821132.687500 Penalty: 4292.121582
	Iteration 10Q: 3 clusters Score -821132.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -821232.875000 Penalty: 4292.121582
	Iteration 11Q: 3 clusters Score -821232.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -821312.312500 Penalty: 4292.121582
	Iteration 12Q: 3 clusters Score -821312.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -821378.000000 Penalty: 4292.121582
	Iteration 13Q: 3 clusters Score -821378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -821436.875000 Penalty: 4292.121582
	Iteration 14Q: 3 clusters Score -821436.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -821499.562500 Penalty: 4292.121582
	Iteration 15Q: 3 clusters Score -821499.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -821566.375000 Penalty: 4292.121582
	Iteration 16Q: 3 clusters Score -821566.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -821611.500000 Penalty: 4292.121582
	Iteration 17Q: 3 clusters Score -821611.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -821638.500000 Penalty: 4292.121582
	Iteration 18Q: 3 clusters Score -821638.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -821662.937500 Penalty: 4292.121582
	Iteration 19Q: 3 clusters Score -821662.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -821678.687500 Penalty: 4292.121582
	Iteration 20F: 3 clusters Score -821678.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -821689.062500 Penalty: 4292.121582
	Iteration 21Q: 3 clusters Score -821689.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -821695.937500 Penalty: 4292.121582
	Iteration 22Q: 3 clusters Score -821695.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -821702.000000 Penalty: 4292.121582
	Iteration 23Q: 3 clusters Score -821702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -821707.312500 Penalty: 4292.121582
	Iteration 24Q: 3 clusters Score -821707.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -821711.312500 Penalty: 4292.121582
	Iteration 25Q: 3 clusters Score -821711.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -821720.000000 Penalty: 4292.121582
	Iteration 26Q: 3 clusters Score -821720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -821725.562500 Penalty: 4292.121582
	Iteration 27Q: 3 clusters Score -821725.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -821727.812500 Penalty: 4292.121582
	Iteration 28Q: 3 clusters Score -821727.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -821735.500000 Penalty: 4292.121582
	Iteration 29Q: 3 clusters Score -821735.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -821738.187500 Penalty: 4292.121582
	Iteration 30Q: 3 clusters Score -821738.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -821741.750000 Penalty: 4292.121582
	Iteration 31Q: 3 clusters Score -821741.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -821742.312500 Penalty: 4292.121582
	Iteration 32Q: 3 clusters Score -821742.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -821745.000000 Penalty: 4292.121582
	Iteration 33Q: 3 clusters Score -821745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -821745.875000 Penalty: 4292.121582
	Iteration 34Q: 3 clusters Score -821745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -821748.625000 Penalty: 4292.121582
	Iteration 35Q: 3 clusters Score -821748.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -821750.500000 Penalty: 4292.121582
	Iteration 36Q: 3 clusters Score -821750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -821752.062500 Penalty: 4292.121582
	Iteration 37Q: 3 clusters Score -821752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -821752.312500 Penalty: 4292.121582
	Iteration 38Q: 3 clusters Score -821752.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -821752.312500 Penalty: 4292.121582
	Iteration 39F: 3 clusters Score -821752.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Entering Unmasked Estep 
Score: -1361872.000000 Penalty: 2275.791016
	Iteration 0F: 2 clusters Score -1361872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1354416.625000 Penalty: 4551.582031
	Iteration 0F: 3 clusters Score -1354417 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1356680.000000 Penalty: 4551.582031
	Iteration 1F: 3 clusters Score -1356680 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1357024.625000 Penalty: 4551.582031
	Iteration 2F: 3 clusters Score -1357025 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1357244.875000 Penalty: 4551.582031
	Iteration 3F: 3 clusters Score -1357245 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1357424.250000 Penalty: 4551.582031
	Iteration 4Q: 3 clusters Score -1357424 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1357586.250000 Penalty: 4551.582031
	Iteration 5Q: 3 clusters Score -1357586 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1357735.875000 Penalty: 4551.582031
	Iteration 6Q: 3 clusters Score -1357736 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1357918.375000 Penalty: 4551.582031
	Iteration 7Q: 3 clusters Score -1357918 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1358107.000000 Penalty: 4551.582031
	Iteration 8Q: 3 clusters Score -1358107 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1358301.500000 Penalty: 4551.582031
	Iteration 9Q: 3 clusters Score -1358302 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1358485.375000 Penalty: 4551.582031
	Iteration 10Q: 3 clusters Score -1358485 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1358664.875000 Penalty: 4551.582031
	Iteration 11Q: 3 clusters Score -1358665 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1358842.750000 Penalty: 4551.582031
	Iteration 12Q: 3 clusters Score -1358843 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1359031.500000 Penalty: 4551.582031
	Iteration 13Q: 3 clusters Score -1359032 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1359252.000000 Penalty: 4551.582031
	Iteration 14Q: 3 clusters Score -1359252 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1359482.000000 Penalty: 4551.582031
	Iteration 15Q: 3 clusters Score -1359482 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1359729.625000 Penalty: 4551.582031
	Iteration 16Q: 3 clusters Score -1359730 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1359928.750000 Penalty: 4551.582031
	Iteration 17Q: 3 clusters Score -1359929 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1360061.125000 Penalty: 4551.582031
	Iteration 18Q: 3 clusters Score -1360061 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1360169.625000 Penalty: 4551.582031
	Iteration 19Q: 3 clusters Score -1360170 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1360262.500000 Penalty: 4551.582031
	Iteration 20F: 3 clusters Score -1360262 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1360362.625000 Penalty: 4551.582031
	Iteration 21Q: 3 clusters Score -1360363 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1360465.625000 Penalty: 4551.582031
	Iteration 22Q: 3 clusters Score -1360466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1360527.625000 Penalty: 4551.582031
	Iteration 23Q: 3 clusters Score -1360528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1360567.875000 Penalty: 4551.582031
	Iteration 24Q: 3 clusters Score -1360568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1360601.000000 Penalty: 4551.582031
	Iteration 25Q: 3 clusters Score -1360601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1360615.750000 Penalty: 4551.582031
	Iteration 26Q: 3 clusters Score -1360616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1360622.750000 Penalty: 4551.582031
	Iteration 27Q: 3 clusters Score -1360623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1360630.500000 Penalty: 4551.582031
	Iteration 28Q: 3 clusters Score -1360630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1360632.375000 Penalty: 4551.582031
	Iteration 29Q: 3 clusters Score -1360632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1360635.875000 Penalty: 4551.582031
	Iteration 30Q: 3 clusters Score -1360636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1360638.125000 Penalty: 4551.582031
	Iteration 31Q: 3 clusters Score -1360638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1360639.375000 Penalty: 4551.582031
	Iteration 32Q: 3 clusters Score -1360639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1360640.250000 Penalty: 4551.582031
	Iteration 33Q: 3 clusters Score -1360640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1360644.500000 Penalty: 4551.582031
	Iteration 34Q: 3 clusters Score -1360644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1360644.500000 Penalty: 4551.582031
	Iteration 35F: 3 clusters Score -1360644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -10858.999023 Penalty: 1137.072021
	Iteration 0F: 2 clusters Score -10859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10114.576172 Penalty: 2274.144043
	Iteration 0F: 3 clusters Score -10114.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (120830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120830 members 
Entering Unmasked Estep 
Score: -17134668.000000 Penalty: 2902.130615
	Iteration 0F: 2 clusters Score -1.713467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -17055250.000000 Penalty: 5804.261230
	Iteration 0F: 3 clusters Score -1.705525e+07 nChanged 56948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -17088466.000000 Penalty: 5804.261230
	Iteration 1F: 3 clusters Score -1.708847e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -17090350.000000 Penalty: 5804.261230
	Iteration 2Q: 3 clusters Score -1.709035e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -17093152.000000 Penalty: 5804.261230
	Iteration 3Q: 3 clusters Score -1.709315e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -17097520.000000 Penalty: 5804.261230
	Iteration 4F: 3 clusters Score -1.709752e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -17103648.000000 Penalty: 5804.261230
	Iteration 5F: 3 clusters Score -1.710365e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -17110920.000000 Penalty: 5804.261230
	Iteration 6F: 3 clusters Score -1.711092e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 102598 members 
Entering Unmasked Estep 
Score: -17118004.000000 Penalty: 5804.261230
	Iteration 7F: 3 clusters Score -1.7118e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 108932 members 
Entering Unmasked Estep 
Score: -17123564.000000 Penalty: 5804.261230
	Iteration 8F: 3 clusters Score -1.712356e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 113218 members 
Entering Unmasked Estep 
Score: -17127018.000000 Penalty: 5804.261230
	Iteration 9Q: 3 clusters Score -1.712702e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 115882 members 
Entering Unmasked Estep 
Score: -17129094.000000 Penalty: 5804.261230
	Iteration 10Q: 3 clusters Score -1.712909e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 117412 members 
Entering Unmasked Estep 
Score: -17130286.000000 Penalty: 5804.261230
	Iteration 11Q: 3 clusters Score -1.713029e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 118379 members 
Entering Unmasked Estep 
Score: -17131080.000000 Penalty: 5804.261230
	Iteration 12Q: 3 clusters Score -1.713108e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 118950 members 
Entering Unmasked Estep 
Score: -17131488.000000 Penalty: 5804.261230
	Iteration 13Q: 3 clusters Score -1.713149e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 119281 members 
Entering Unmasked Estep 
Score: -17131730.000000 Penalty: 5804.261230
	Iteration 14Q: 3 clusters Score -1.713173e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 119477 members 
Entering Unmasked Estep 
Score: -17131882.000000 Penalty: 5804.261230
	Iteration 15Q: 3 clusters Score -1.713188e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 119606 members 
Entering Unmasked Estep 
Score: -17132004.000000 Penalty: 5804.261230
	Iteration 16Q: 3 clusters Score -1.7132e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 119696 members 
Entering Unmasked Estep 
Score: -17132060.000000 Penalty: 5804.261230
	Iteration 17Q: 3 clusters Score -1.713206e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 119749 members 
Entering Unmasked Estep 
Score: -17132086.000000 Penalty: 5804.261230
	Iteration 18Q: 3 clusters Score -1.713209e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -17132116.000000 Penalty: 5804.261230
	Iteration 19Q: 3 clusters Score -1.713212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 119820 members 
Entering Unmasked Estep 
Score: -17132116.000000 Penalty: 5804.261230
	Iteration 20F: 3 clusters Score -1.713212e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 119839 members 
Entering Unmasked Estep 
Score: -17132148.000000 Penalty: 5804.261230
	Iteration 21Q: 3 clusters Score -1.713215e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 119862 members 
Entering Unmasked Estep 
Score: -17132138.000000 Penalty: 5804.261230
	Iteration 22Q: 3 clusters Score -1.713214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 119883 members 
Entering Unmasked Estep 
Score: -17132142.000000 Penalty: 5804.261230
	Iteration 23Q: 3 clusters Score -1.713214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 119905 members 
Entering Unmasked Estep 
Score: -17132176.000000 Penalty: 5804.261230
	Iteration 24Q: 3 clusters Score -1.713218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 119923 members 
Entering Unmasked Estep 
Score: -17132210.000000 Penalty: 5804.261230
	Iteration 25Q: 3 clusters Score -1.713221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 119941 members 
Entering Unmasked Estep 
Score: -17132244.000000 Penalty: 5804.261230
	Iteration 26Q: 3 clusters Score -1.713224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 119954 members 
Entering Unmasked Estep 
Score: -17132248.000000 Penalty: 5804.261230
	Iteration 27Q: 3 clusters Score -1.713225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 119962 members 
Entering Unmasked Estep 
Score: -17132232.000000 Penalty: 5804.261230
	Iteration 28Q: 3 clusters Score -1.713223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 119967 members 
Entering Unmasked Estep 
Score: -17132254.000000 Penalty: 5804.261230
	Iteration 29Q: 3 clusters Score -1.713225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 119971 members 
Entering Unmasked Estep 
Score: -17132248.000000 Penalty: 5804.261230
	Iteration 30Q: 3 clusters Score -1.713225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -17132256.000000 Penalty: 5804.261230
	Iteration 31Q: 3 clusters Score -1.713226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 119983 members 
Entering Unmasked Estep 
Score: -17132260.000000 Penalty: 5804.261230
	Iteration 32Q: 3 clusters Score -1.713226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -17132260.000000 Penalty: 5804.261230
	Iteration 33Q: 3 clusters Score -1.713226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 119989 members 
Entering Unmasked Estep 
Score: -17132260.000000 Penalty: 5804.261230
	Iteration 34Q: 3 clusters Score -1.713226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 119990 members 
Entering Unmasked Estep 
Score: -17132252.000000 Penalty: 5804.261230
	Iteration 35Q: 3 clusters Score -1.713225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 119993 members 
Entering Unmasked Estep 
Score: -17132246.000000 Penalty: 5804.261230
	Iteration 36Q: 3 clusters Score -1.713225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 119995 members 
Entering Unmasked Estep 
Score: -17132250.000000 Penalty: 5804.261230
	Iteration 37Q: 3 clusters Score -1.713225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 119996 members 
Entering Unmasked Estep 
Score: -17132262.000000 Penalty: 5804.261230
	Iteration 38Q: 3 clusters Score -1.713226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 119999 members 
Entering Unmasked Estep 
Score: -17132266.000000 Penalty: 5804.261230
	Iteration 39Q: 3 clusters Score -1.713227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 120004 members 
Entering Unmasked Estep 
Score: -17132270.000000 Penalty: 5804.261230
	Iteration 40F: 3 clusters Score -1.713227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 120008 members 
Entering Unmasked Estep 
Score: -17132270.000000 Penalty: 5804.261230
	Iteration 41Q: 3 clusters Score -1.713227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 120013 members 
Entering Unmasked Estep 
Score: -17132304.000000 Penalty: 5804.261230
	Iteration 42Q: 3 clusters Score -1.71323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 120014 members 
Entering Unmasked Estep 
Score: -17132302.000000 Penalty: 5804.261230
	Iteration 43Q: 3 clusters Score -1.71323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 120017 members 
Entering Unmasked Estep 
Score: -17132300.000000 Penalty: 5804.261230
	Iteration 44Q: 3 clusters Score -1.71323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 120018 members 
Entering Unmasked Estep 
Score: -17132288.000000 Penalty: 5804.261230
	Iteration 45Q: 3 clusters Score -1.713229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 120016 members 
Entering Unmasked Estep 
Score: -17132290.000000 Penalty: 5804.261230
	Iteration 46Q: 3 clusters Score -1.713229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 120017 members 
Entering Unmasked Estep 
Score: -17132286.000000 Penalty: 5804.261230
	Iteration 47Q: 3 clusters Score -1.713229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 120018 members 
Entering Unmasked Estep 
Score: -17132286.000000 Penalty: 5804.261230
	Iteration 48Q: 3 clusters Score -1.713229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 120018 members 
Entering Unmasked Estep 
Score: -17132286.000000 Penalty: 5804.261230
	Iteration 49F: 3 clusters Score -1.713229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Entering Unmasked Estep 
Score: -5871593.000000 Penalty: 2634.542236
	Iteration 0F: 2 clusters Score -5871593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -5843648.000000 Penalty: 5269.084473
	Iteration 0F: 3 clusters Score -5843648 nChanged 18935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -5854040.000000 Penalty: 5269.084473
	Iteration 1F: 3 clusters Score -5854040 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5854566.000000 Penalty: 5269.084473
	Iteration 2Q: 3 clusters Score -5854566 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -5855059.000000 Penalty: 5269.084473
	Iteration 3Q: 3 clusters Score -5855059 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -5855756.000000 Penalty: 5269.084473
	Iteration 4Q: 3 clusters Score -5855756 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5856759.500000 Penalty: 5269.084473
	Iteration 5Q: 3 clusters Score -5856760 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -5858278.000000 Penalty: 5269.084473
	Iteration 6F: 3 clusters Score -5858278 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -5860675.000000 Penalty: 5269.084473
	Iteration 7F: 3 clusters Score -5860675 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -5863782.500000 Penalty: 5269.084473
	Iteration 8F: 3 clusters Score -5863782 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -5866643.000000 Penalty: 5269.084473
	Iteration 9F: 3 clusters Score -5866643 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5868249.500000 Penalty: 5269.084473
	Iteration 10Q: 3 clusters Score -5868250 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -5868911.500000 Penalty: 5269.084473
	Iteration 11Q: 3 clusters Score -5868912 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -5869109.500000 Penalty: 5269.084473
	Iteration 12Q: 3 clusters Score -5869110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -5869213.000000 Penalty: 5269.084473
	Iteration 13Q: 3 clusters Score -5869213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -5869244.500000 Penalty: 5269.084473
	Iteration 14Q: 3 clusters Score -5869244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -5869278.500000 Penalty: 5269.084473
	Iteration 15Q: 3 clusters Score -5869278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -5869297.000000 Penalty: 5269.084473
	Iteration 16Q: 3 clusters Score -5869297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -5869304.000000 Penalty: 5269.084473
	Iteration 17Q: 3 clusters Score -5869304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -5869302.500000 Penalty: 5269.084473
	Iteration 18Q: 3 clusters Score -5869302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -5869303.000000 Penalty: 5269.084473
	Iteration 19Q: 3 clusters Score -5869303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -5869304.500000 Penalty: 5269.084473
	Iteration 20F: 3 clusters Score -5869304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -151787.703125 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -151787.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -149790.890625 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -149790.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -150050.984375 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -150051 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -150121.562500 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -150121.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150158.625000 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -150158.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150184.953125 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -150185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -150200.515625 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -150200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150207.718750 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -150207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150212.265625 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -150212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -150219.734375 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -150219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -150223.328125 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -150223.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -150230.937500 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -150230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150235.546875 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -150235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150240.015625 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -150240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150241.296875 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -150241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150242.265625 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -150242.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150243.500000 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -150243.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -150245.000000 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -150245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -150245.687500 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -150245.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -150245.687500 Penalty: 3469.445801
	Iteration 18F: 3 clusters Score -150245.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Entering Unmasked Estep 
Score: -5536906.500000 Penalty: 2629.873779
	Iteration 0F: 2 clusters Score -5536906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -5509660.500000 Penalty: 5259.747559
	Iteration 0F: 3 clusters Score -5509660 nChanged 18266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -5520106.500000 Penalty: 5259.747559
	Iteration 1F: 3 clusters Score -5520106 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -5520919.500000 Penalty: 5259.747559
	Iteration 2F: 3 clusters Score -5520920 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -5521774.500000 Penalty: 5259.747559
	Iteration 3F: 3 clusters Score -5521774 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -5522804.000000 Penalty: 5259.747559
	Iteration 4F: 3 clusters Score -5522804 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -5524115.000000 Penalty: 5259.747559
	Iteration 5F: 3 clusters Score -5524115 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -5525883.500000 Penalty: 5259.747559
	Iteration 6F: 3 clusters Score -5525884 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5527985.000000 Penalty: 5259.747559
	Iteration 7F: 3 clusters Score -5527985 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -5530283.500000 Penalty: 5259.747559
	Iteration 8F: 3 clusters Score -5530284 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -5532232.500000 Penalty: 5259.747559
	Iteration 9F: 3 clusters Score -5532232 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -5533452.000000 Penalty: 5259.747559
	Iteration 10Q: 3 clusters Score -5533452 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -5534126.000000 Penalty: 5259.747559
	Iteration 11Q: 3 clusters Score -5534126 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -5534543.000000 Penalty: 5259.747559
	Iteration 12Q: 3 clusters Score -5534543 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -5534773.000000 Penalty: 5259.747559
	Iteration 13Q: 3 clusters Score -5534773 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -5534884.500000 Penalty: 5259.747559
	Iteration 14Q: 3 clusters Score -5534884 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -5534995.500000 Penalty: 5259.747559
	Iteration 15Q: 3 clusters Score -5534996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -5535075.000000 Penalty: 5259.747559
	Iteration 16Q: 3 clusters Score -5535075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -5535131.000000 Penalty: 5259.747559
	Iteration 17Q: 3 clusters Score -5535131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -5535155.000000 Penalty: 5259.747559
	Iteration 18Q: 3 clusters Score -5535155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5535181.500000 Penalty: 5259.747559
	Iteration 19Q: 3 clusters Score -5535182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5535204.500000 Penalty: 5259.747559
	Iteration 20F: 3 clusters Score -5535204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -5535207.000000 Penalty: 5259.747559
	Iteration 21Q: 3 clusters Score -5535207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5535213.000000 Penalty: 5259.747559
	Iteration 22Q: 3 clusters Score -5535213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5535215.000000 Penalty: 5259.747559
	Iteration 23Q: 3 clusters Score -5535215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5535215.000000 Penalty: 5259.747559
	Iteration 24F: 3 clusters Score -5535215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (158089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158089 members 
Entering Unmasked Estep 
Score: -22216378.000000 Penalty: 2968.786621
	Iteration 0F: 2 clusters Score -2.221638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 78890 members 
Entering Unmasked Estep 
Score: -22113494.000000 Penalty: 5937.573242
	Iteration 0F: 3 clusters Score -2.211349e+07 nChanged 75713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -22158464.000000 Penalty: 5937.573242
	Iteration 1F: 3 clusters Score -2.215846e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -22159982.000000 Penalty: 5937.573242
	Iteration 2Q: 3 clusters Score -2.215998e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83377 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -22162162.000000 Penalty: 5937.573242
	Iteration 3Q: 3 clusters Score -2.216216e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85226 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -22164958.000000 Penalty: 5937.573242
	Iteration 4Q: 3 clusters Score -2.216496e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -22169356.000000 Penalty: 5937.573242
	Iteration 5F: 3 clusters Score -2.216936e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -22175266.000000 Penalty: 5937.573242
	Iteration 6F: 3 clusters Score -2.217527e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92762 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -22181726.000000 Penalty: 5937.573242
	Iteration 7F: 3 clusters Score -2.218173e+07 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -22187826.000000 Penalty: 5937.573242
	Iteration 8F: 3 clusters Score -2.218783e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -22192196.000000 Penalty: 5937.573242
	Iteration 9F: 3 clusters Score -2.21922e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -22194428.000000 Penalty: 5937.573242
	Iteration 10Q: 3 clusters Score -2.219443e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -22195540.000000 Penalty: 5937.573242
	Iteration 11Q: 3 clusters Score -2.219554e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96008 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -22196054.000000 Penalty: 5937.573242
	Iteration 12Q: 3 clusters Score -2.219605e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -22196360.000000 Penalty: 5937.573242
	Iteration 13Q: 3 clusters Score -2.219636e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -22196670.000000 Penalty: 5937.573242
	Iteration 14Q: 3 clusters Score -2.219667e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -22197052.000000 Penalty: 5937.573242
	Iteration 15Q: 3 clusters Score -2.219705e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -22197370.000000 Penalty: 5937.573242
	Iteration 16Q: 3 clusters Score -2.219737e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97222 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -22197520.000000 Penalty: 5937.573242
	Iteration 17Q: 3 clusters Score -2.219752e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -22197558.000000 Penalty: 5937.573242
	Iteration 18Q: 3 clusters Score -2.219756e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -22197638.000000 Penalty: 5937.573242
	Iteration 19Q: 3 clusters Score -2.219764e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97630 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -22197602.000000 Penalty: 5937.573242
	Iteration 20F: 3 clusters Score -2.21976e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97666 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -22197774.000000 Penalty: 5937.573242
	Iteration 21Q: 3 clusters Score -2.219777e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -22197936.000000 Penalty: 5937.573242
	Iteration 22Q: 3 clusters Score -2.219794e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97592 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -22198040.000000 Penalty: 5937.573242
	Iteration 23Q: 3 clusters Score -2.219804e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97519 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -22198228.000000 Penalty: 5937.573242
	Iteration 24Q: 3 clusters Score -2.219823e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -22198332.000000 Penalty: 5937.573242
	Iteration 25Q: 3 clusters Score -2.219833e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97340 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -22198450.000000 Penalty: 5937.573242
	Iteration 26Q: 3 clusters Score -2.219845e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -22198620.000000 Penalty: 5937.573242
	Iteration 27Q: 3 clusters Score -2.219862e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -22198878.000000 Penalty: 5937.573242
	Iteration 28Q: 3 clusters Score -2.219888e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96994 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -22199026.000000 Penalty: 5937.573242
	Iteration 29Q: 3 clusters Score -2.219903e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -22199098.000000 Penalty: 5937.573242
	Iteration 30Q: 3 clusters Score -2.21991e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -22199188.000000 Penalty: 5937.573242
	Iteration 31Q: 3 clusters Score -2.219919e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -22199188.000000 Penalty: 5937.573242
	Iteration 32Q: 3 clusters Score -2.219919e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -22199302.000000 Penalty: 5937.573242
	Iteration 33Q: 3 clusters Score -2.21993e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96235 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -22199506.000000 Penalty: 5937.573242
	Iteration 34Q: 3 clusters Score -2.219951e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -22199518.000000 Penalty: 5937.573242
	Iteration 35Q: 3 clusters Score -2.219952e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -22199702.000000 Penalty: 5937.573242
	Iteration 36Q: 3 clusters Score -2.21997e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95589 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -22199754.000000 Penalty: 5937.573242
	Iteration 37Q: 3 clusters Score -2.219975e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95336 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -22199810.000000 Penalty: 5937.573242
	Iteration 38Q: 3 clusters Score -2.219981e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -22199798.000000 Penalty: 5937.573242
	Iteration 39Q: 3 clusters Score -2.21998e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -22199936.000000 Penalty: 5937.573242
	Iteration 40F: 3 clusters Score -2.219994e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -22199924.000000 Penalty: 5937.573242
	Iteration 41Q: 3 clusters Score -2.219992e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93946 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -22200058.000000 Penalty: 5937.573242
	Iteration 42Q: 3 clusters Score -2.220006e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -22200074.000000 Penalty: 5937.573242
	Iteration 43Q: 3 clusters Score -2.220007e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93285 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -22200128.000000 Penalty: 5937.573242
	Iteration 44Q: 3 clusters Score -2.220013e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -22200182.000000 Penalty: 5937.573242
	Iteration 45Q: 3 clusters Score -2.220018e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -22200322.000000 Penalty: 5937.573242
	Iteration 46Q: 3 clusters Score -2.220032e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 65830 members 
Entering Unmasked Estep 
Score: -22200404.000000 Penalty: 5937.573242
	Iteration 47Q: 3 clusters Score -2.22004e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -22200444.000000 Penalty: 5937.573242
	Iteration 48Q: 3 clusters Score -2.220044e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -22200598.000000 Penalty: 5937.573242
	Iteration 49Q: 3 clusters Score -2.22006e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -22200716.000000 Penalty: 5937.573242
	Iteration 50Q: 3 clusters Score -2.220072e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -22200796.000000 Penalty: 5937.573242
	Iteration 51Q: 3 clusters Score -2.22008e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -22200856.000000 Penalty: 5937.573242
	Iteration 52Q: 3 clusters Score -2.220086e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -22200884.000000 Penalty: 5937.573242
	Iteration 53Q: 3 clusters Score -2.220088e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -22200952.000000 Penalty: 5937.573242
	Iteration 54Q: 3 clusters Score -2.220095e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 68511 members 
Entering Unmasked Estep 
Score: -22200920.000000 Penalty: 5937.573242
	Iteration 55Q: 3 clusters Score -2.220092e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -22200920.000000 Penalty: 5937.573242
	Iteration 56Q: 3 clusters Score -2.220092e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88883 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -22200900.000000 Penalty: 5937.573242
	Iteration 57Q: 3 clusters Score -2.22009e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88536 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -22200912.000000 Penalty: 5937.573242
	Iteration 58Q: 3 clusters Score -2.220091e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -22200922.000000 Penalty: 5937.573242
	Iteration 59Q: 3 clusters Score -2.220092e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -22200996.000000 Penalty: 5937.573242
	Iteration 60F: 3 clusters Score -2.2201e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87443 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -22201082.000000 Penalty: 5937.573242
	Iteration 61Q: 3 clusters Score -2.220108e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87054 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -22201118.000000 Penalty: 5937.573242
	Iteration 62Q: 3 clusters Score -2.220112e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -22201158.000000 Penalty: 5937.573242
	Iteration 63Q: 3 clusters Score -2.220116e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -22201194.000000 Penalty: 5937.573242
	Iteration 64Q: 3 clusters Score -2.220119e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85806 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -22201248.000000 Penalty: 5937.573242
	Iteration 65Q: 3 clusters Score -2.220125e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -22201260.000000 Penalty: 5937.573242
	Iteration 66Q: 3 clusters Score -2.220126e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -22201282.000000 Penalty: 5937.573242
	Iteration 67Q: 3 clusters Score -2.220128e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84351 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -22201312.000000 Penalty: 5937.573242
	Iteration 68Q: 3 clusters Score -2.220131e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -22201406.000000 Penalty: 5937.573242
	Iteration 69Q: 3 clusters Score -2.220141e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 75010 members 
Entering Unmasked Estep 
Score: -22201428.000000 Penalty: 5937.573242
	Iteration 70Q: 3 clusters Score -2.220143e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 75718 members 
Entering Unmasked Estep 
Score: -22201422.000000 Penalty: 5937.573242
	Iteration 71Q: 3 clusters Score -2.220142e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 76459 members 
Entering Unmasked Estep 
Score: -22201536.000000 Penalty: 5937.573242
	Iteration 72Q: 3 clusters Score -2.220154e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -22201646.000000 Penalty: 5937.573242
	Iteration 73Q: 3 clusters Score -2.220165e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -22201690.000000 Penalty: 5937.573242
	Iteration 74Q: 3 clusters Score -2.220169e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 79011 members 
Entering Unmasked Estep 
Score: -22201742.000000 Penalty: 5937.573242
	Iteration 75Q: 3 clusters Score -2.220174e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
Score: -22201820.000000 Penalty: 5937.573242
	Iteration 76Q: 3 clusters Score -2.220182e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -22201950.000000 Penalty: 5937.573242
	Iteration 77Q: 3 clusters Score -2.220195e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 81985 members 
Entering Unmasked Estep 
Score: -22202082.000000 Penalty: 5937.573242
	Iteration 78Q: 3 clusters Score -2.220208e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -22202310.000000 Penalty: 5937.573242
	Iteration 79Q: 3 clusters Score -2.220231e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 84267 members 
Entering Unmasked Estep 
Score: -22202460.000000 Penalty: 5937.573242
	Iteration 80F: 3 clusters Score -2.220246e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -22202632.000000 Penalty: 5937.573242
	Iteration 81Q: 3 clusters Score -2.220263e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -22202838.000000 Penalty: 5937.573242
	Iteration 82Q: 3 clusters Score -2.220284e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -22203174.000000 Penalty: 5937.573242
	Iteration 83Q: 3 clusters Score -2.220317e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -22203402.000000 Penalty: 5937.573242
	Iteration 84Q: 3 clusters Score -2.22034e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -22203656.000000 Penalty: 5937.573242
	Iteration 85Q: 3 clusters Score -2.220366e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 93785 members 
Entering Unmasked Estep 
Score: -22204210.000000 Penalty: 5937.573242
	Iteration 86Q: 3 clusters Score -2.220421e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 95745 members 
Entering Unmasked Estep 
Score: -22204596.000000 Penalty: 5937.573242
	Iteration 87Q: 3 clusters Score -2.22046e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -22205200.000000 Penalty: 5937.573242
	Iteration 88Q: 3 clusters Score -2.22052e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 99968 members 
Entering Unmasked Estep 
Score: -22205776.000000 Penalty: 5937.573242
	Iteration 89Q: 3 clusters Score -2.220578e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -22206420.000000 Penalty: 5937.573242
	Iteration 90Q: 3 clusters Score -2.220642e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -22207072.000000 Penalty: 5937.573242
	Iteration 91Q: 3 clusters Score -2.220707e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 106742 members 
Entering Unmasked Estep 
Score: -22207828.000000 Penalty: 5937.573242
	Iteration 92Q: 3 clusters Score -2.220783e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 109054 members 
Entering Unmasked Estep 
Score: -22208400.000000 Penalty: 5937.573242
	Iteration 93Q: 3 clusters Score -2.22084e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 111299 members 
Entering Unmasked Estep 
Score: -22209014.000000 Penalty: 5937.573242
	Iteration 94Q: 3 clusters Score -2.220901e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 113500 members 
Entering Unmasked Estep 
Score: -22209602.000000 Penalty: 5937.573242
	Iteration 95Q: 3 clusters Score -2.22096e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 115626 members 
Entering Unmasked Estep 
Score: -22210060.000000 Penalty: 5937.573242
	Iteration 96Q: 3 clusters Score -2.221006e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 117724 members 
Entering Unmasked Estep 
Score: -22210696.000000 Penalty: 5937.573242
	Iteration 97Q: 3 clusters Score -2.22107e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 119740 members 
Entering Unmasked Estep 
Score: -22211276.000000 Penalty: 5937.573242
	Iteration 98Q: 3 clusters Score -2.221128e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 121625 members 
Entering Unmasked Estep 
Score: -22211670.000000 Penalty: 5937.573242
	Iteration 99Q: 3 clusters Score -2.221167e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 123398 members 
Entering Unmasked Estep 
Score: -22212086.000000 Penalty: 5937.573242
	Iteration 100F: 3 clusters Score -2.221209e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 125124 members 
Entering Unmasked Estep 
Score: -22212442.000000 Penalty: 5937.573242
	Iteration 101Q: 3 clusters Score -2.221244e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 126888 members 
Entering Unmasked Estep 
Score: -22212940.000000 Penalty: 5937.573242
	Iteration 102Q: 3 clusters Score -2.221294e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 128522 members 
Entering Unmasked Estep 
Score: -22213348.000000 Penalty: 5937.573242
	Iteration 103Q: 3 clusters Score -2.221335e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 130048 members 
Entering Unmasked Estep 
Score: -22213750.000000 Penalty: 5937.573242
	Iteration 104Q: 3 clusters Score -2.221375e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 131440 members 
Entering Unmasked Estep 
Score: -22213922.000000 Penalty: 5937.573242
	Iteration 105Q: 3 clusters Score -2.221392e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 132800 members 
Entering Unmasked Estep 
Score: -22214088.000000 Penalty: 5937.573242
	Iteration 106Q: 3 clusters Score -2.221409e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 134086 members 
Entering Unmasked Estep 
Score: -22214350.000000 Penalty: 5937.573242
	Iteration 107Q: 3 clusters Score -2.221435e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 135271 members 
Entering Unmasked Estep 
Score: -22214510.000000 Penalty: 5937.573242
	Iteration 108Q: 3 clusters Score -2.221451e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 136388 members 
Entering Unmasked Estep 
Score: -22214616.000000 Penalty: 5937.573242
	Iteration 109Q: 3 clusters Score -2.221462e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 137444 members 
Entering Unmasked Estep 
Score: -22214796.000000 Penalty: 5937.573242
	Iteration 110Q: 3 clusters Score -2.22148e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 138416 members 
Entering Unmasked Estep 
Score: -22214978.000000 Penalty: 5937.573242
	Iteration 111Q: 3 clusters Score -2.221498e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 139335 members 
Entering Unmasked Estep 
Score: -22215052.000000 Penalty: 5937.573242
	Iteration 112Q: 3 clusters Score -2.221505e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 140216 members 
Entering Unmasked Estep 
Score: -22215242.000000 Penalty: 5937.573242
	Iteration 113Q: 3 clusters Score -2.221524e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 141043 members 
Entering Unmasked Estep 
Score: -22215226.000000 Penalty: 5937.573242
	Iteration 114Q: 3 clusters Score -2.221523e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 141892 members 
Entering Unmasked Estep 
Score: -22215344.000000 Penalty: 5937.573242
	Iteration 115Q: 3 clusters Score -2.221534e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 142682 members 
Entering Unmasked Estep 
Score: -22215442.000000 Penalty: 5937.573242
	Iteration 116Q: 3 clusters Score -2.221544e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 143415 members 
Entering Unmasked Estep 
Score: -22215592.000000 Penalty: 5937.573242
	Iteration 117Q: 3 clusters Score -2.221559e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 144050 members 
Entering Unmasked Estep 
Score: -22215640.000000 Penalty: 5937.573242
	Iteration 118Q: 3 clusters Score -2.221564e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 144623 members 
Entering Unmasked Estep 
Score: -22215606.000000 Penalty: 5937.573242
	Iteration 119Q: 3 clusters Score -2.221561e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 145144 members 
Entering Unmasked Estep 
Score: -22215638.000000 Penalty: 5937.573242
	Iteration 120F: 3 clusters Score -2.221564e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 145638 members 
Entering Unmasked Estep 
Score: -22215712.000000 Penalty: 5937.573242
	Iteration 121Q: 3 clusters Score -2.221571e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 146121 members 
Entering Unmasked Estep 
Score: -22215666.000000 Penalty: 5937.573242
	Iteration 122Q: 3 clusters Score -2.221567e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 146588 members 
Entering Unmasked Estep 
Score: -22215730.000000 Penalty: 5937.573242
	Iteration 123Q: 3 clusters Score -2.221573e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 147004 members 
Entering Unmasked Estep 
Score: -22215796.000000 Penalty: 5937.573242
	Iteration 124Q: 3 clusters Score -2.22158e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 147406 members 
Entering Unmasked Estep 
Score: -22215770.000000 Penalty: 5937.573242
	Iteration 125Q: 3 clusters Score -2.221577e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 147782 members 
Entering Unmasked Estep 
Score: -22215760.000000 Penalty: 5937.573242
	Iteration 126Q: 3 clusters Score -2.221576e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 148174 members 
Entering Unmasked Estep 
Score: -22215732.000000 Penalty: 5937.573242
	Iteration 127Q: 3 clusters Score -2.221573e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 148519 members 
Entering Unmasked Estep 
Score: -22215698.000000 Penalty: 5937.573242
	Iteration 128Q: 3 clusters Score -2.22157e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 148825 members 
Entering Unmasked Estep 
Score: -22215758.000000 Penalty: 5937.573242
	Iteration 129Q: 3 clusters Score -2.221576e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -22215686.000000 Penalty: 5937.573242
	Iteration 130Q: 3 clusters Score -2.221569e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 149337 members 
Entering Unmasked Estep 
Score: -22215696.000000 Penalty: 5937.573242
	Iteration 131Q: 3 clusters Score -2.22157e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 149575 members 
Entering Unmasked Estep 
Score: -22215734.000000 Penalty: 5937.573242
	Iteration 132Q: 3 clusters Score -2.221573e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 149810 members 
Entering Unmasked Estep 
Score: -22215720.000000 Penalty: 5937.573242
	Iteration 133Q: 3 clusters Score -2.221572e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 150023 members 
Entering Unmasked Estep 
Score: -22215722.000000 Penalty: 5937.573242
	Iteration 134Q: 3 clusters Score -2.221572e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 150211 members 
Entering Unmasked Estep 
Score: -22215754.000000 Penalty: 5937.573242
	Iteration 135Q: 3 clusters Score -2.221575e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 150357 members 
Entering Unmasked Estep 
Score: -22215722.000000 Penalty: 5937.573242
	Iteration 136Q: 3 clusters Score -2.221572e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 150492 members 
Entering Unmasked Estep 
Score: -22215722.000000 Penalty: 5937.573242
	Iteration 137Q: 3 clusters Score -2.221572e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 150632 members 
Entering Unmasked Estep 
Score: -22215726.000000 Penalty: 5937.573242
	Iteration 138Q: 3 clusters Score -2.221573e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 150763 members 
Entering Unmasked Estep 
Score: -22215736.000000 Penalty: 5937.573242
	Iteration 139Q: 3 clusters Score -2.221574e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 150878 members 
Entering Unmasked Estep 
Score: -22215710.000000 Penalty: 5937.573242
	Iteration 140F: 3 clusters Score -2.221571e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 150980 members 
Entering Unmasked Estep 
Score: -22215690.000000 Penalty: 5937.573242
	Iteration 141Q: 3 clusters Score -2.221569e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 151082 members 
Entering Unmasked Estep 
Score: -22215714.000000 Penalty: 5937.573242
	Iteration 142Q: 3 clusters Score -2.221571e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 151170 members 
Entering Unmasked Estep 
Score: -22215706.000000 Penalty: 5937.573242
	Iteration 143Q: 3 clusters Score -2.221571e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 151239 members 
Entering Unmasked Estep 
Score: -22215726.000000 Penalty: 5937.573242
	Iteration 144Q: 3 clusters Score -2.221573e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 151319 members 
Entering Unmasked Estep 
Score: -22215682.000000 Penalty: 5937.573242
	Iteration 145Q: 3 clusters Score -2.221568e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 151398 members 
Entering Unmasked Estep 
Score: -22215738.000000 Penalty: 5937.573242
	Iteration 146Q: 3 clusters Score -2.221574e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 151477 members 
Entering Unmasked Estep 
Score: -22215744.000000 Penalty: 5937.573242
	Iteration 147Q: 3 clusters Score -2.221574e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 151554 members 
Entering Unmasked Estep 
Score: -22215754.000000 Penalty: 5937.573242
	Iteration 148Q: 3 clusters Score -2.221575e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 151626 members 
Entering Unmasked Estep 
Score: -22215706.000000 Penalty: 5937.573242
	Iteration 149Q: 3 clusters Score -2.221571e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -22215676.000000 Penalty: 5937.573242
	Iteration 150Q: 3 clusters Score -2.221568e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 151744 members 
Entering Unmasked Estep 
Score: -22215686.000000 Penalty: 5937.573242
	Iteration 151Q: 3 clusters Score -2.221569e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 151794 members 
Entering Unmasked Estep 
Score: -22215666.000000 Penalty: 5937.573242
	Iteration 152Q: 3 clusters Score -2.221567e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 151835 members 
Entering Unmasked Estep 
Score: -22215678.000000 Penalty: 5937.573242
	Iteration 153Q: 3 clusters Score -2.221568e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 151873 members 
Entering Unmasked Estep 
Score: -22215666.000000 Penalty: 5937.573242
	Iteration 154Q: 3 clusters Score -2.221567e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 151908 members 
Entering Unmasked Estep 
Score: -22215660.000000 Penalty: 5937.573242
	Iteration 155Q: 3 clusters Score -2.221566e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 151941 members 
Entering Unmasked Estep 
Score: -22215646.000000 Penalty: 5937.573242
	Iteration 156Q: 3 clusters Score -2.221565e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 151967 members 
Entering Unmasked Estep 
Score: -22215646.000000 Penalty: 5937.573242
	Iteration 157Q: 3 clusters Score -2.221565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 151995 members 
Entering Unmasked Estep 
Score: -22215636.000000 Penalty: 5937.573242
	Iteration 158Q: 3 clusters Score -2.221564e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 152026 members 
Entering Unmasked Estep 
Score: -22215636.000000 Penalty: 5937.573242
	Iteration 159Q: 3 clusters Score -2.221564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 152052 members 
Entering Unmasked Estep 
Score: -22215642.000000 Penalty: 5937.573242
	Iteration 160F: 3 clusters Score -2.221564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 152075 members 
Entering Unmasked Estep 
Score: -22215670.000000 Penalty: 5937.573242
	Iteration 161Q: 3 clusters Score -2.221567e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 152097 members 
Entering Unmasked Estep 
Score: -22215664.000000 Penalty: 5937.573242
	Iteration 162Q: 3 clusters Score -2.221566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 152123 members 
Entering Unmasked Estep 
Score: -22215678.000000 Penalty: 5937.573242
	Iteration 163Q: 3 clusters Score -2.221568e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 152154 members 
Entering Unmasked Estep 
Score: -22215682.000000 Penalty: 5937.573242
	Iteration 164Q: 3 clusters Score -2.221568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 152183 members 
Entering Unmasked Estep 
Score: -22215662.000000 Penalty: 5937.573242
	Iteration 165Q: 3 clusters Score -2.221566e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 152223 members 
Entering Unmasked Estep 
Score: -22215662.000000 Penalty: 5937.573242
	Iteration 166Q: 3 clusters Score -2.221566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 152245 members 
Entering Unmasked Estep 
Score: -22215660.000000 Penalty: 5937.573242
	Iteration 167Q: 3 clusters Score -2.221566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 152265 members 
Entering Unmasked Estep 
Score: -22215664.000000 Penalty: 5937.573242
	Iteration 168Q: 3 clusters Score -2.221566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 152287 members 
Entering Unmasked Estep 
Score: -22215664.000000 Penalty: 5937.573242
	Iteration 169Q: 3 clusters Score -2.221566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 152310 members 
Entering Unmasked Estep 
Score: -22215638.000000 Penalty: 5937.573242
	Iteration 170Q: 3 clusters Score -2.221564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 152329 members 
Entering Unmasked Estep 
Score: -22215638.000000 Penalty: 5937.573242
	Iteration 171Q: 3 clusters Score -2.221564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 152343 members 
Entering Unmasked Estep 
Score: -22215634.000000 Penalty: 5937.573242
	Iteration 172Q: 3 clusters Score -2.221563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 152360 members 
Entering Unmasked Estep 
Score: -22215644.000000 Penalty: 5937.573242
	Iteration 173Q: 3 clusters Score -2.221564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 152375 members 
Entering Unmasked Estep 
Score: -22215644.000000 Penalty: 5937.573242
	Iteration 174Q: 3 clusters Score -2.221564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 152395 members 
Entering Unmasked Estep 
Score: -22215628.000000 Penalty: 5937.573242
	Iteration 175Q: 3 clusters Score -2.221563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 152407 members 
Entering Unmasked Estep 
Score: -22215614.000000 Penalty: 5937.573242
	Iteration 176Q: 3 clusters Score -2.221561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 152424 members 
Entering Unmasked Estep 
Score: -22215610.000000 Penalty: 5937.573242
	Iteration 177Q: 3 clusters Score -2.221561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 152441 members 
Entering Unmasked Estep 
Score: -22215640.000000 Penalty: 5937.573242
	Iteration 178Q: 3 clusters Score -2.221564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 152449 members 
Entering Unmasked Estep 
Score: -22215634.000000 Penalty: 5937.573242
	Iteration 179Q: 3 clusters Score -2.221563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 152453 members 
Entering Unmasked Estep 
Score: -22215642.000000 Penalty: 5937.573242
	Iteration 180F: 3 clusters Score -2.221564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 152457 members 
Entering Unmasked Estep 
Score: -22215632.000000 Penalty: 5937.573242
	Iteration 181Q: 3 clusters Score -2.221563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -22215620.000000 Penalty: 5937.573242
	Iteration 182Q: 3 clusters Score -2.221562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 152469 members 
Entering Unmasked Estep 
Score: -22215640.000000 Penalty: 5937.573242
	Iteration 183Q: 3 clusters Score -2.221564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 152472 members 
Entering Unmasked Estep 
Score: -22215638.000000 Penalty: 5937.573242
	Iteration 184Q: 3 clusters Score -2.221564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 152474 members 
Entering Unmasked Estep 
Score: -22215622.000000 Penalty: 5937.573242
	Iteration 185Q: 3 clusters Score -2.221562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 152474 members 
Entering Unmasked Estep 
Score: -22215622.000000 Penalty: 5937.573242
	Iteration 186F: 3 clusters Score -2.221562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -35929.718750 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -35929.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34662.941406 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -34662.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34792.886719 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -34792.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34851.000000 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -34851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34885.628906 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -34885.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34902.164062 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -34902.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34902.164062 Penalty: 2825.758301
	Iteration 5F: 3 clusters Score -34902.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -228359.875000 Penalty: 1844.281128
	Iteration 0F: 2 clusters Score -228359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -225932.359375 Penalty: 3688.562256
	Iteration 0F: 3 clusters Score -225932.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -226333.468750 Penalty: 3688.562256
	Iteration 1F: 3 clusters Score -226333.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -226435.078125 Penalty: 3688.562256
	Iteration 2F: 3 clusters Score -226435.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -226485.218750 Penalty: 3688.562256
	Iteration 3Q: 3 clusters Score -226485.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -226511.000000 Penalty: 3688.562256
	Iteration 4Q: 3 clusters Score -226511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -226530.656250 Penalty: 3688.562256
	Iteration 5Q: 3 clusters Score -226530.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -226549.906250 Penalty: 3688.562256
	Iteration 6Q: 3 clusters Score -226549.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -226565.890625 Penalty: 3688.562256
	Iteration 7Q: 3 clusters Score -226565.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -226580.281250 Penalty: 3688.562256
	Iteration 8Q: 3 clusters Score -226580.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -226593.984375 Penalty: 3688.562256
	Iteration 9Q: 3 clusters Score -226594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226611.250000 Penalty: 3688.562256
	Iteration 10Q: 3 clusters Score -226611.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -226622.468750 Penalty: 3688.562256
	Iteration 11Q: 3 clusters Score -226622.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -226625.921875 Penalty: 3688.562256
	Iteration 12Q: 3 clusters Score -226625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -226628.140625 Penalty: 3688.562256
	Iteration 13Q: 3 clusters Score -226628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -226631.312500 Penalty: 3688.562256
	Iteration 14Q: 3 clusters Score -226631.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -226632.218750 Penalty: 3688.562256
	Iteration 15Q: 3 clusters Score -226632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -226632.625000 Penalty: 3688.562256
	Iteration 16Q: 3 clusters Score -226632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -226632.859375 Penalty: 3688.562256
	Iteration 17Q: 3 clusters Score -226632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -226632.859375 Penalty: 3688.562256
	Iteration 18F: 3 clusters Score -226632.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -52894.515625 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -52894.52 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 205 members 
Entering Unmasked Estep 
Score: -51511.230469 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -51511.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51663.578125 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -51663.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51722.226562 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -51722.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51775.207031 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -51775.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51804.820312 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -51804.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51834.273438 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -51834.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51856.019531 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -51856.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51896.859375 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -51896.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51963.757812 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -51963.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52047.960938 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -52047.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52130.582031 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -52130.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52222.828125 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -52222.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52423.441406 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -52423.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52467.878906 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -52467.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52480.593750 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -52480.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52497.031250 Penalty: 3012.230225
	Iteration 15Q: 3 clusters Score -52497.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52515.535156 Penalty: 3012.230225
	Iteration 16Q: 3 clusters Score -52515.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52540.796875 Penalty: 3012.230225
	Iteration 17Q: 3 clusters Score -52540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52552.515625 Penalty: 3012.230225
	Iteration 18Q: 3 clusters Score -52552.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52624.703125 Penalty: 3012.230225
	Iteration 19Q: 3 clusters Score -52624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52726.574219 Penalty: 3012.230225
	Iteration 20F: 3 clusters Score -52726.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52923.953125 Penalty: 3012.230225
	Iteration 21Q: 3 clusters Score -52923.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53139.617188 Penalty: 3012.230225
	Iteration 22Q: 3 clusters Score -53139.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53302.843750 Penalty: 3012.230225
	Iteration 23Q: 3 clusters Score -53302.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53329.910156 Penalty: 3012.230225
	Iteration 24Q: 3 clusters Score -53329.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53329.910156 Penalty: 3012.230225
	Iteration 25F: 3 clusters Score -53329.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1819 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 38514 members 
Mstep: Class 3 contains 81437 members 
Mstep: Class 4 contains 959 members 
Mstep: Class 5 contains 171060 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 94142 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 22620 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 120830 members 
Mstep: Class 14 contains 41075 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 40309 members 
Mstep: Class 17 contains 158089 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 111 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 180594 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 551 members 
Mstep: Class 25 contains 323 members 
Entering Unmasked Estep 
Score: -147016720.000000 Penalty: 86006.992188
Splitting cluster 20 changes total score from -147018272.000000 to -147016720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -36126.699219 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -36126.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34894.519531 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -34894.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35014.640625 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -35014.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35074.593750 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -35074.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35095.332031 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -35095.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35120.160156 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -35120.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35124.343750 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -35124.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35125.660156 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -35125.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35125.660156 Penalty: 2805.372070
	Iteration 7F: 3 clusters Score -35125.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (180594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180594 members 
Entering Unmasked Estep 
Score: -25659730.000000 Penalty: 3001.793701
	Iteration 0F: 2 clusters Score -2.565973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -25561624.000000 Penalty: 6003.587402
	Iteration 0F: 3 clusters Score -2.556162e+07 nChanged 86550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -25611724.000000 Penalty: 6003.587402
	Iteration 1F: 3 clusters Score -2.561172e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92315 members 
Mstep: Class 2 contains 88279 members 
Entering Unmasked Estep 
Score: -25612782.000000 Penalty: 6003.587402
	Iteration 2Q: 3 clusters Score -2.561278e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93591 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -25613858.000000 Penalty: 6003.587402
	Iteration 3Q: 3 clusters Score -2.561386e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95465 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
Score: -25615148.000000 Penalty: 6003.587402
	Iteration 4Q: 3 clusters Score -2.561515e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -25617074.000000 Penalty: 6003.587402
	Iteration 5Q: 3 clusters Score -2.561707e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102503 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -25619818.000000 Penalty: 6003.587402
	Iteration 6Q: 3 clusters Score -2.561982e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108558 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -25623260.000000 Penalty: 6003.587402
	Iteration 7Q: 3 clusters Score -2.562326e+07 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116179 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -25628122.000000 Penalty: 6003.587402
	Iteration 8F: 3 clusters Score -2.562812e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124773 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -25634892.000000 Penalty: 6003.587402
	Iteration 9F: 3 clusters Score -2.563489e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132776 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -25642270.000000 Penalty: 6003.587402
	Iteration 10F: 3 clusters Score -2.564227e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138325 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -25648992.000000 Penalty: 6003.587402
	Iteration 11F: 3 clusters Score -2.564899e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141429 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -25653062.000000 Penalty: 6003.587402
	Iteration 12Q: 3 clusters Score -2.565306e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143609 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -25654856.000000 Penalty: 6003.587402
	Iteration 13Q: 3 clusters Score -2.565486e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -25655914.000000 Penalty: 6003.587402
	Iteration 14Q: 3 clusters Score -2.565591e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147924 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -25656878.000000 Penalty: 6003.587402
	Iteration 15Q: 3 clusters Score -2.565688e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150267 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -25657842.000000 Penalty: 6003.587402
	Iteration 16Q: 3 clusters Score -2.565784e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152842 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -25658808.000000 Penalty: 6003.587402
	Iteration 17Q: 3 clusters Score -2.565881e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155746 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -25659278.000000 Penalty: 6003.587402
	Iteration 18Q: 3 clusters Score -2.565928e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158884 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -25659826.000000 Penalty: 6003.587402
	Iteration 19Q: 3 clusters Score -2.565983e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162167 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -25660098.000000 Penalty: 6003.587402
	Iteration 20F: 3 clusters Score -2.56601e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165357 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -25660046.000000 Penalty: 6003.587402
	Iteration 21Q: 3 clusters Score -2.566005e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168256 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -25660010.000000 Penalty: 6003.587402
	Iteration 22Q: 3 clusters Score -2.566001e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170862 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -25659718.000000 Penalty: 6003.587402
	Iteration 23Q: 3 clusters Score -2.565972e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173138 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -25659136.000000 Penalty: 6003.587402
	Iteration 24Q: 3 clusters Score -2.565914e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175039 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -25658724.000000 Penalty: 6003.587402
	Iteration 25Q: 3 clusters Score -2.565872e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176560 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -25658412.000000 Penalty: 6003.587402
	Iteration 26Q: 3 clusters Score -2.565841e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177598 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -25658070.000000 Penalty: 6003.587402
	Iteration 27Q: 3 clusters Score -2.565807e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178327 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -25657758.000000 Penalty: 6003.587402
	Iteration 28Q: 3 clusters Score -2.565776e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178839 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -25657568.000000 Penalty: 6003.587402
	Iteration 29Q: 3 clusters Score -2.565757e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179185 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -25657532.000000 Penalty: 6003.587402
	Iteration 30Q: 3 clusters Score -2.565753e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179423 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -25657548.000000 Penalty: 6003.587402
	Iteration 31Q: 3 clusters Score -2.565755e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179576 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -25657580.000000 Penalty: 6003.587402
	Iteration 32Q: 3 clusters Score -2.565758e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179678 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -25657622.000000 Penalty: 6003.587402
	Iteration 33Q: 3 clusters Score -2.565762e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179738 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -25657622.000000 Penalty: 6003.587402
	Iteration 34Q: 3 clusters Score -2.565762e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179780 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -25657596.000000 Penalty: 6003.587402
	Iteration 35Q: 3 clusters Score -2.56576e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179806 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -25657584.000000 Penalty: 6003.587402
	Iteration 36Q: 3 clusters Score -2.565758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179823 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -25657582.000000 Penalty: 6003.587402
	Iteration 37Q: 3 clusters Score -2.565758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179838 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -25657600.000000 Penalty: 6003.587402
	Iteration 38Q: 3 clusters Score -2.56576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179845 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -25657602.000000 Penalty: 6003.587402
	Iteration 39Q: 3 clusters Score -2.56576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179852 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -25657610.000000 Penalty: 6003.587402
	Iteration 40F: 3 clusters Score -2.565761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179859 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -25657610.000000 Penalty: 6003.587402
	Iteration 41Q: 3 clusters Score -2.565761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179865 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -25657602.000000 Penalty: 6003.587402
	Iteration 42Q: 3 clusters Score -2.56576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179876 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -25657598.000000 Penalty: 6003.587402
	Iteration 43Q: 3 clusters Score -2.56576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179888 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -25657574.000000 Penalty: 6003.587402
	Iteration 44Q: 3 clusters Score -2.565757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179895 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -25657584.000000 Penalty: 6003.587402
	Iteration 45Q: 3 clusters Score -2.565758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179906 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -25657574.000000 Penalty: 6003.587402
	Iteration 46Q: 3 clusters Score -2.565757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179913 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -25657566.000000 Penalty: 6003.587402
	Iteration 47Q: 3 clusters Score -2.565757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179916 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -25657558.000000 Penalty: 6003.587402
	Iteration 48Q: 3 clusters Score -2.565756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179921 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -25657548.000000 Penalty: 6003.587402
	Iteration 49Q: 3 clusters Score -2.565755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179925 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -25657564.000000 Penalty: 6003.587402
	Iteration 50Q: 3 clusters Score -2.565756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179934 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -25657556.000000 Penalty: 6003.587402
	Iteration 51Q: 3 clusters Score -2.565756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179945 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -25657568.000000 Penalty: 6003.587402
	Iteration 52Q: 3 clusters Score -2.565757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179962 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -25657564.000000 Penalty: 6003.587402
	Iteration 53Q: 3 clusters Score -2.565756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179971 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -25657568.000000 Penalty: 6003.587402
	Iteration 54Q: 3 clusters Score -2.565757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179985 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -25657564.000000 Penalty: 6003.587402
	Iteration 55Q: 3 clusters Score -2.565756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179990 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -25657554.000000 Penalty: 6003.587402
	Iteration 56Q: 3 clusters Score -2.565755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179998 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -25657546.000000 Penalty: 6003.587402
	Iteration 57Q: 3 clusters Score -2.565755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180003 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -25657532.000000 Penalty: 6003.587402
	Iteration 58Q: 3 clusters Score -2.565753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180008 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -25657564.000000 Penalty: 6003.587402
	Iteration 59Q: 3 clusters Score -2.565756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180011 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -25657534.000000 Penalty: 6003.587402
	Iteration 60F: 3 clusters Score -2.565753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180014 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -25657550.000000 Penalty: 6003.587402
	Iteration 61Q: 3 clusters Score -2.565755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180017 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -25657544.000000 Penalty: 6003.587402
	Iteration 62Q: 3 clusters Score -2.565754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180019 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -25657558.000000 Penalty: 6003.587402
	Iteration 63Q: 3 clusters Score -2.565756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180022 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -25657538.000000 Penalty: 6003.587402
	Iteration 64Q: 3 clusters Score -2.565754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180026 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -25657546.000000 Penalty: 6003.587402
	Iteration 65Q: 3 clusters Score -2.565755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180029 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -25657560.000000 Penalty: 6003.587402
	Iteration 66Q: 3 clusters Score -2.565756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180029 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -25657548.000000 Penalty: 6003.587402
	Iteration 67Q: 3 clusters Score -2.565755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180029 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -25657562.000000 Penalty: 6003.587402
	Iteration 68Q: 3 clusters Score -2.565756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180029 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -25657562.000000 Penalty: 6003.587402
	Iteration 69F: 3 clusters Score -2.565756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -297859.000000 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -297859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -295126.781250 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -295126.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -295617.968750 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -295618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -295746.843750 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -295746.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -295832.281250 Penalty: 3803.606201
	Iteration 3Q: 3 clusters Score -295832.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -295891.500000 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -295891.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -295942.687500 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -295942.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -295981.812500 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -295981.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -296016.312500 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -296016.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -296048.937500 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -296048.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -296068.000000 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -296068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -296085.468750 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -296085.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -296100.625000 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -296100.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -296112.812500 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -296112.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -296119.406250 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -296119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -296122.125000 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -296122.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -296124.406250 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -296124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -296125.500000 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -296125.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -296126.937500 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -296126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -296128.781250 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -296128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -296131.656250 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -296131.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -296137.625000 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -296137.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -296141.625000 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -296141.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -296145.250000 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -296145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -296146.468750 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -296146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -296148.687500 Penalty: 3803.606201
	Iteration 24Q: 3 clusters Score -296148.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -296150.562500 Penalty: 3803.606201
	Iteration 25Q: 3 clusters Score -296150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -296151.187500 Penalty: 3803.606201
	Iteration 26Q: 3 clusters Score -296151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -296152.656250 Penalty: 3803.606201
	Iteration 27Q: 3 clusters Score -296152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -296157.000000 Penalty: 3803.606201
	Iteration 28Q: 3 clusters Score -296157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -296158.562500 Penalty: 3803.606201
	Iteration 29Q: 3 clusters Score -296158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -296159.562500 Penalty: 3803.606201
	Iteration 30Q: 3 clusters Score -296159.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -296162.281250 Penalty: 3803.606201
	Iteration 31Q: 3 clusters Score -296162.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -296165.437500 Penalty: 3803.606201
	Iteration 32Q: 3 clusters Score -296165.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -296168.000000 Penalty: 3803.606201
	Iteration 33Q: 3 clusters Score -296168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -296170.343750 Penalty: 3803.606201
	Iteration 34Q: 3 clusters Score -296170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -296173.375000 Penalty: 3803.606201
	Iteration 35Q: 3 clusters Score -296173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -296175.875000 Penalty: 3803.606201
	Iteration 36Q: 3 clusters Score -296175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -296177.250000 Penalty: 3803.606201
	Iteration 37Q: 3 clusters Score -296177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -296178.156250 Penalty: 3803.606201
	Iteration 38Q: 3 clusters Score -296178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -296178.812500 Penalty: 3803.606201
	Iteration 39Q: 3 clusters Score -296178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -296180.656250 Penalty: 3803.606201
	Iteration 40F: 3 clusters Score -296180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -296181.187500 Penalty: 3803.606201
	Iteration 41Q: 3 clusters Score -296181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -296181.937500 Penalty: 3803.606201
	Iteration 42Q: 3 clusters Score -296181.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -296181.937500 Penalty: 3803.606201
	Iteration 43F: 3 clusters Score -296181.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -68247.414062 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -68247.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66672.726562 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -66672.73 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66930.382812 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -66930.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67116.367188 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -67116.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67226.296875 Penalty: 3130.620361
	Iteration 3Q: 3 clusters Score -67226.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67275.250000 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -67275.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67307.992188 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -67307.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67335.828125 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -67335.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67350.101562 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -67350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67359.796875 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -67359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -67365.328125 Penalty: 3130.620361
	Iteration 9Q: 3 clusters Score -67365.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67375.742188 Penalty: 3130.620361
	Iteration 10Q: 3 clusters Score -67375.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67381.742188 Penalty: 3130.620361
	Iteration 11Q: 3 clusters Score -67381.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67382.953125 Penalty: 3130.620361
	Iteration 12Q: 3 clusters Score -67382.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67382.953125 Penalty: 3130.620361
	Iteration 13F: 3 clusters Score -67382.95 nChanged 0
--- Evaluating fit on full set of 3174649 points ---
Entering Unmasked Estep 
Score: -430655968.000000 Penalty: 89105.656250
22->25 Clusters: Score -430655968.000000, best is -433696768.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1058216 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 48035 members 
Mstep: Class 3 contains 47985 members 
Mstep: Class 4 contains 47905 members 
Mstep: Class 5 contains 47808 members 
Mstep: Class 6 contains 48399 members 
Mstep: Class 7 contains 47924 members 
Mstep: Class 8 contains 48020 members 
Mstep: Class 9 contains 48196 members 
Mstep: Class 10 contains 47977 members 
Mstep: Class 11 contains 47987 members 
Mstep: Class 12 contains 48238 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 48049 members 
Mstep: Class 15 contains 48138 members 
Mstep: Class 16 contains 48398 members 
Mstep: Class 17 contains 48207 members 
Mstep: Class 18 contains 48185 members 
Mstep: Class 19 contains 48020 members 
Mstep: Class 20 contains 48228 members 
Mstep: Class 21 contains 48096 members 
Mstep: Class 22 contains 48166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 109.454376 but Gain 3440.273438
Score: -138299552.000000 Penalty: 72245.875000
Iteration 0F: 22 clusters Score -1.382996e+08 nChanged 1008588
Entering Unmasked Mstep 
Mstep: Class 0 contains 3136 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7669 members 
Mstep: Class 3 contains 397779 members 
Mstep: Class 4 contains 37410 members 
Mstep: Class 5 contains 11440 members 
Mstep: Class 6 contains 12215 members 
Mstep: Class 7 contains 58893 members 
Mstep: Class 8 contains 10965 members 
Mstep: Class 9 contains 1392 members 
Mstep: Class 10 contains 43586 members 
Mstep: Class 11 contains 122842 members 
Mstep: Class 12 contains 38516 members 
Mstep: Class 13 contains 9887 members 
Mstep: Class 14 contains 3456 members 
Mstep: Class 15 contains 7022 members 
Mstep: Class 16 contains 65870 members 
Mstep: Class 17 contains 27127 members 
Mstep: Class 18 contains 181486 members 
Mstep: Class 20 contains 7430 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 6412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 360.046112 but Gain 3440.281250
Score: -145559904.000000 Penalty: 68805.593750
Iteration 1F: 21 clusters Score -1.455599e+08 nChanged 329278
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 337474 members 
Mstep: Class 4 contains 45375 members 
Mstep: Class 5 contains 6557 members 
Mstep: Class 6 contains 7106 members 
Mstep: Class 7 contains 47282 members 
Mstep: Class 8 contains 10179 members 
Mstep: Class 9 contains 586 members 
Mstep: Class 10 contains 33763 members 
Mstep: Class 11 contains 167754 members 
Mstep: Class 12 contains 31076 members 
Mstep: Class 13 contains 9426 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 57255 members 
Mstep: Class 17 contains 27811 members 
Mstep: Class 18 contains 252047 members 
Mstep: Class 20 contains 6068 members 
Mstep: Class 22 contains 4354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1076.926147 but Gain 3440.281250
Score: -145868368.000000 Penalty: 65365.312500
Iteration 2F: 20 clusters Score -1.458684e+08 nChanged 235611
Entering Unmasked Mstep 
Mstep: Class 0 contains 2900 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 316145 members 
Mstep: Class 4 contains 66453 members 
Mstep: Class 5 contains 4899 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 37882 members 
Mstep: Class 8 contains 7927 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 27603 members 
Mstep: Class 11 contains 213975 members 
Mstep: Class 12 contains 28578 members 
Mstep: Class 13 contains 6475 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 49165 members 
Mstep: Class 17 contains 31992 members 
Mstep: Class 18 contains 239458 members 
Mstep: Class 20 contains 7726 members 
Mstep: Class 22 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146085456.000000 Penalty: 65365.312500
Iteration 3F: 20 clusters Score -1.460855e+08 nChanged 187994
Entering Unmasked Mstep 
Mstep: Class 0 contains 2113 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5255 members 
Mstep: Class 3 contains 312741 members 
Mstep: Class 4 contains 98671 members 
Mstep: Class 5 contains 4475 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 34157 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 1438 members 
Mstep: Class 10 contains 23661 members 
Mstep: Class 11 contains 239430 members 
Mstep: Class 12 contains 31250 members 
Mstep: Class 13 contains 3816 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 44649 members 
Mstep: Class 17 contains 31739 members 
Mstep: Class 18 contains 197579 members 
Mstep: Class 20 contains 9372 members 
Mstep: Class 22 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146288032.000000 Penalty: 65365.312500
Iteration 4F: 20 clusters Score -1.46288e+08 nChanged 167078
Entering Unmasked Mstep 
Mstep: Class 0 contains 1845 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6567 members 
Mstep: Class 3 contains 302527 members 
Mstep: Class 4 contains 140593 members 
Mstep: Class 5 contains 4548 members 
Mstep: Class 6 contains 3722 members 
Mstep: Class 7 contains 33176 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 1604 members 
Mstep: Class 10 contains 21412 members 
Mstep: Class 11 contains 229362 members 
Mstep: Class 12 contains 36392 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 15 contains 397 members 
Mstep: Class 16 contains 40409 members 
Mstep: Class 17 contains 27773 members 
Mstep: Class 18 contains 180987 members 
Mstep: Class 20 contains 9889 members 
Mstep: Class 22 contains 5820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146437280.000000 Penalty: 65365.312500
Iteration 5F: 20 clusters Score -1.464373e+08 nChanged 147319
Entering Unmasked Mstep 
Mstep: Class 0 contains 1824 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7843 members 
Mstep: Class 3 contains 290322 members 
Mstep: Class 4 contains 185269 members 
Mstep: Class 5 contains 4686 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 33613 members 
Mstep: Class 8 contains 5708 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 20422 members 
Mstep: Class 11 contains 209695 members 
Mstep: Class 12 contains 41945 members 
Mstep: Class 13 contains 2151 members 
Mstep: Class 15 contains 399 members 
Mstep: Class 16 contains 34250 members 
Mstep: Class 17 contains 24297 members 
Mstep: Class 18 contains 170852 members 
Mstep: Class 20 contains 9507 members 
Mstep: Class 22 contains 7283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146558880.000000 Penalty: 65365.312500
Iteration 6F: 20 clusters Score -1.465589e+08 nChanged 126445
Entering Unmasked Mstep 
Mstep: Class 0 contains 1814 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8532 members 
Mstep: Class 3 contains 273168 members 
Mstep: Class 4 contains 223020 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 4891 members 
Mstep: Class 7 contains 35218 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 20853 members 
Mstep: Class 11 contains 197983 members 
Mstep: Class 12 contains 46241 members 
Mstep: Class 13 contains 1956 members 
Mstep: Class 15 contains 404 members 
Mstep: Class 16 contains 27591 members 
Mstep: Class 17 contains 23214 members 
Mstep: Class 18 contains 161485 members 
Mstep: Class 20 contains 8978 members 
Mstep: Class 22 contains 8838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146641312.000000 Penalty: 65365.312500
Iteration 7F: 20 clusters Score -1.466413e+08 nChanged 102882
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8678 members 
Mstep: Class 3 contains 258734 members 
Mstep: Class 4 contains 244555 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 7 contains 38167 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 22874 members 
Mstep: Class 11 contains 192868 members 
Mstep: Class 12 contains 49237 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 22598 members 
Mstep: Class 17 contains 23360 members 
Mstep: Class 18 contains 154449 members 
Mstep: Class 20 contains 8577 members 
Mstep: Class 22 contains 10475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146692704.000000 Penalty: 65365.312500
Iteration 8F: 20 clusters Score -1.466927e+08 nChanged 81494
Entering Unmasked Mstep 
Mstep: Class 0 contains 1805 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8573 members 
Mstep: Class 3 contains 246087 members 
Mstep: Class 4 contains 254041 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 6 contains 6275 members 
Mstep: Class 7 contains 41876 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 26165 members 
Mstep: Class 11 contains 190505 members 
Mstep: Class 12 contains 51614 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 18939 members 
Mstep: Class 17 contains 23977 members 
Mstep: Class 18 contains 151917 members 
Mstep: Class 20 contains 8100 members 
Mstep: Class 22 contains 12019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146727760.000000 Penalty: 65365.312500
Iteration 9F: 20 clusters Score -1.467278e+08 nChanged 64974
Entering Unmasked Mstep 
Mstep: Class 0 contains 1805 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 235436 members 
Mstep: Class 4 contains 256921 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 6890 members 
Mstep: Class 7 contains 45545 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 30202 members 
Mstep: Class 11 contains 188059 members 
Mstep: Class 12 contains 53678 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 16247 members 
Mstep: Class 17 contains 24675 members 
Mstep: Class 18 contains 152526 members 
Mstep: Class 20 contains 7658 members 
Mstep: Class 22 contains 13591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146756368.000000 Penalty: 65365.312500
Iteration 10F: 20 clusters Score -1.467564e+08 nChanged 51856
Entering Unmasked Mstep 
Mstep: Class 0 contains 1805 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8153 members 
Mstep: Class 3 contains 225949 members 
Mstep: Class 4 contains 257309 members 
Mstep: Class 5 contains 5710 members 
Mstep: Class 6 contains 7370 members 
Mstep: Class 7 contains 48901 members 
Mstep: Class 8 contains 3569 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 34678 members 
Mstep: Class 11 contains 185148 members 
Mstep: Class 12 contains 55733 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 15 contains 412 members 
Mstep: Class 16 contains 14353 members 
Mstep: Class 17 contains 25328 members 
Mstep: Class 18 contains 154033 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 22 contains 15112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146779840.000000 Penalty: 65365.312500
Iteration 11Q: 20 clusters Score -1.467798e+08 nChanged 43185
Entering Unmasked Mstep 
Mstep: Class 0 contains 1805 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 218369 members 
Mstep: Class 4 contains 256521 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 7751 members 
Mstep: Class 7 contains 51892 members 
Mstep: Class 8 contains 3372 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 39495 members 
Mstep: Class 11 contains 181806 members 
Mstep: Class 12 contains 57898 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 12990 members 
Mstep: Class 17 contains 25832 members 
Mstep: Class 18 contains 154630 members 
Mstep: Class 20 contains 6712 members 
Mstep: Class 22 contains 16649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146797424.000000 Penalty: 65365.312500
Iteration 12Q: 20 clusters Score -1.467974e+08 nChanged 36924
Entering Unmasked Mstep 
Mstep: Class 0 contains 1805 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7813 members 
Mstep: Class 3 contains 211284 members 
Mstep: Class 4 contains 255039 members 
Mstep: Class 5 contains 7701 members 
Mstep: Class 6 contains 7962 members 
Mstep: Class 7 contains 54450 members 
Mstep: Class 8 contains 3212 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 44453 members 
Mstep: Class 11 contains 179696 members 
Mstep: Class 12 contains 60024 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 11901 members 
Mstep: Class 17 contains 26236 members 
Mstep: Class 18 contains 153910 members 
Mstep: Class 20 contains 6310 members 
Mstep: Class 22 contains 18286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146814496.000000 Penalty: 65365.312500
Iteration 13Q: 20 clusters Score -1.468145e+08 nChanged 33569
Entering Unmasked Mstep 
Mstep: Class 0 contains 1805 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7651 members 
Mstep: Class 3 contains 205069 members 
Mstep: Class 4 contains 252997 members 
Mstep: Class 5 contains 9145 members 
Mstep: Class 6 contains 8021 members 
Mstep: Class 7 contains 56523 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 49577 members 
Mstep: Class 11 contains 178484 members 
Mstep: Class 12 contains 62184 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 26574 members 
Mstep: Class 18 contains 151867 members 
Mstep: Class 20 contains 5984 members 
Mstep: Class 22 contains 20028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146828864.000000 Penalty: 65365.312500
Iteration 14Q: 20 clusters Score -1.468289e+08 nChanged 31451
Entering Unmasked Mstep 
Mstep: Class 0 contains 1805 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7470 members 
Mstep: Class 3 contains 199533 members 
Mstep: Class 4 contains 250647 members 
Mstep: Class 5 contains 10784 members 
Mstep: Class 6 contains 7922 members 
Mstep: Class 7 contains 58000 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 54635 members 
Mstep: Class 11 contains 177988 members 
Mstep: Class 12 contains 64205 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 10344 members 
Mstep: Class 17 contains 26824 members 
Mstep: Class 18 contains 149265 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 22 contains 21867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146842864.000000 Penalty: 65365.312500
Iteration 15Q: 20 clusters Score -1.468429e+08 nChanged 29830
Entering Unmasked Mstep 
Mstep: Class 0 contains 1804 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 194391 members 
Mstep: Class 4 contains 248044 members 
Mstep: Class 5 contains 12514 members 
Mstep: Class 6 contains 7703 members 
Mstep: Class 7 contains 59125 members 
Mstep: Class 8 contains 2882 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 59563 members 
Mstep: Class 11 contains 178081 members 
Mstep: Class 12 contains 66064 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 9751 members 
Mstep: Class 17 contains 27018 members 
Mstep: Class 18 contains 146436 members 
Mstep: Class 20 contains 5510 members 
Mstep: Class 22 contains 23752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146856032.000000 Penalty: 65365.312500
Iteration 16Q: 20 clusters Score -1.46856e+08 nChanged 28422
Entering Unmasked Mstep 
Mstep: Class 0 contains 1804 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 189744 members 
Mstep: Class 4 contains 245301 members 
Mstep: Class 5 contains 14249 members 
Mstep: Class 6 contains 7401 members 
Mstep: Class 7 contains 59760 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 1540 members 
Mstep: Class 10 contains 64307 members 
Mstep: Class 11 contains 178529 members 
Mstep: Class 12 contains 68019 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 27146 members 
Mstep: Class 18 contains 143518 members 
Mstep: Class 20 contains 5356 members 
Mstep: Class 22 contains 25673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146865376.000000 Penalty: 65365.312500
Iteration 17Q: 20 clusters Score -1.468654e+08 nChanged 27007
Entering Unmasked Mstep 
Mstep: Class 0 contains 1804 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6804 members 
Mstep: Class 3 contains 185372 members 
Mstep: Class 4 contains 242657 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 7058 members 
Mstep: Class 7 contains 60139 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 1540 members 
Mstep: Class 10 contains 68747 members 
Mstep: Class 11 contains 179180 members 
Mstep: Class 12 contains 69783 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 27265 members 
Mstep: Class 18 contains 140814 members 
Mstep: Class 20 contains 5257 members 
Mstep: Class 22 contains 27604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146874816.000000 Penalty: 65365.312500
Iteration 18Q: 20 clusters Score -1.468748e+08 nChanged 25712
Entering Unmasked Mstep 
Mstep: Class 0 contains 1804 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 181299 members 
Mstep: Class 4 contains 240157 members 
Mstep: Class 5 contains 17389 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 60231 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 1540 members 
Mstep: Class 10 contains 72888 members 
Mstep: Class 11 contains 179760 members 
Mstep: Class 12 contains 71567 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 8277 members 
Mstep: Class 17 contains 27368 members 
Mstep: Class 18 contains 138322 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 22 contains 29516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146882704.000000 Penalty: 65365.312500
Iteration 19Q: 20 clusters Score -1.468827e+08 nChanged 24190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1804 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6380 members 
Mstep: Class 3 contains 177468 members 
Mstep: Class 4 contains 237586 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 6504 members 
Mstep: Class 7 contains 60092 members 
Mstep: Class 8 contains 2581 members 
Mstep: Class 9 contains 1538 members 
Mstep: Class 10 contains 76859 members 
Mstep: Class 11 contains 180407 members 
Mstep: Class 12 contains 73418 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 7934 members 
Mstep: Class 17 contains 27436 members 
Mstep: Class 18 contains 135916 members 
Mstep: Class 20 contains 5086 members 
Mstep: Class 22 contains 31266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146892640.000000 Penalty: 65365.312500
Iteration 20F: 20 clusters Score -1.468926e+08 nChanged 23587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1803 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6130 members 
Mstep: Class 3 contains 173554 members 
Mstep: Class 4 contains 234762 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 6 contains 6720 members 
Mstep: Class 7 contains 59803 members 
Mstep: Class 8 contains 2504 members 
Mstep: Class 9 contains 1535 members 
Mstep: Class 10 contains 80786 members 
Mstep: Class 11 contains 180717 members 
Mstep: Class 12 contains 75044 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 17 contains 27490 members 
Mstep: Class 18 contains 133583 members 
Mstep: Class 20 contains 5073 members 
Mstep: Class 22 contains 32810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146901488.000000 Penalty: 65365.312500
Iteration 21Q: 20 clusters Score -1.469015e+08 nChanged 22454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1802 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 170221 members 
Mstep: Class 4 contains 231916 members 
Mstep: Class 5 contains 22884 members 
Mstep: Class 6 contains 6941 members 
Mstep: Class 7 contains 59371 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 1531 members 
Mstep: Class 10 contains 84561 members 
Mstep: Class 11 contains 180980 members 
Mstep: Class 12 contains 76569 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 7219 members 
Mstep: Class 17 contains 27497 members 
Mstep: Class 18 contains 131284 members 
Mstep: Class 20 contains 5090 members 
Mstep: Class 22 contains 34165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146909024.000000 Penalty: 65365.312500
Iteration 22Q: 20 clusters Score -1.46909e+08 nChanged 21277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1802 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5674 members 
Mstep: Class 3 contains 167061 members 
Mstep: Class 4 contains 229114 members 
Mstep: Class 5 contains 24857 members 
Mstep: Class 6 contains 7167 members 
Mstep: Class 7 contains 58889 members 
Mstep: Class 8 contains 2386 members 
Mstep: Class 9 contains 1523 members 
Mstep: Class 10 contains 88443 members 
Mstep: Class 11 contains 181329 members 
Mstep: Class 12 contains 77939 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 6859 members 
Mstep: Class 17 contains 27507 members 
Mstep: Class 18 contains 129010 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 22 contains 35273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146916432.000000 Penalty: 65365.312500
Iteration 23Q: 20 clusters Score -1.469164e+08 nChanged 20263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1802 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5459 members 
Mstep: Class 3 contains 164523 members 
Mstep: Class 4 contains 226209 members 
Mstep: Class 5 contains 26876 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 58284 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 1508 members 
Mstep: Class 10 contains 92088 members 
Mstep: Class 11 contains 181712 members 
Mstep: Class 12 contains 79223 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 6518 members 
Mstep: Class 17 contains 27500 members 
Mstep: Class 18 contains 126636 members 
Mstep: Class 20 contains 5361 members 
Mstep: Class 22 contains 36236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146921248.000000 Penalty: 65365.312500
Iteration 24Q: 20 clusters Score -1.469212e+08 nChanged 19377
Entering Unmasked Mstep 
Mstep: Class 0 contains 1802 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 162453 members 
Mstep: Class 4 contains 223196 members 
Mstep: Class 5 contains 28839 members 
Mstep: Class 6 contains 7669 members 
Mstep: Class 7 contains 57485 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 1500 members 
Mstep: Class 10 contains 95703 members 
Mstep: Class 11 contains 182088 members 
Mstep: Class 12 contains 80422 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 6182 members 
Mstep: Class 17 contains 27471 members 
Mstep: Class 18 contains 124326 members 
Mstep: Class 20 contains 5635 members 
Mstep: Class 22 contains 37066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146926576.000000 Penalty: 65365.312500
Iteration 25Q: 20 clusters Score -1.469266e+08 nChanged 18216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1802 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 3 contains 160803 members 
Mstep: Class 4 contains 220209 members 
Mstep: Class 5 contains 30754 members 
Mstep: Class 6 contains 7904 members 
Mstep: Class 7 contains 56615 members 
Mstep: Class 8 contains 2247 members 
Mstep: Class 9 contains 1493 members 
Mstep: Class 10 contains 99266 members 
Mstep: Class 11 contains 182271 members 
Mstep: Class 12 contains 81552 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 5870 members 
Mstep: Class 17 contains 27421 members 
Mstep: Class 18 contains 122120 members 
Mstep: Class 20 contains 5960 members 
Mstep: Class 22 contains 37765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146931392.000000 Penalty: 65365.312500
Iteration 26Q: 20 clusters Score -1.469314e+08 nChanged 17345
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 159465 members 
Mstep: Class 4 contains 217365 members 
Mstep: Class 5 contains 32622 members 
Mstep: Class 6 contains 8120 members 
Mstep: Class 7 contains 55631 members 
Mstep: Class 8 contains 2193 members 
Mstep: Class 9 contains 1490 members 
Mstep: Class 10 contains 102712 members 
Mstep: Class 11 contains 182510 members 
Mstep: Class 12 contains 82462 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 5576 members 
Mstep: Class 17 contains 27357 members 
Mstep: Class 18 contains 120069 members 
Mstep: Class 20 contains 6336 members 
Mstep: Class 22 contains 38321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146935744.000000 Penalty: 65365.312500
Iteration 27Q: 20 clusters Score -1.469357e+08 nChanged 16248
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 158447 members 
Mstep: Class 4 contains 214722 members 
Mstep: Class 5 contains 34416 members 
Mstep: Class 6 contains 8334 members 
Mstep: Class 7 contains 54616 members 
Mstep: Class 8 contains 2143 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 106061 members 
Mstep: Class 11 contains 182524 members 
Mstep: Class 12 contains 83233 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 5335 members 
Mstep: Class 17 contains 27272 members 
Mstep: Class 18 contains 118141 members 
Mstep: Class 20 contains 6748 members 
Mstep: Class 22 contains 38744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146940064.000000 Penalty: 65365.312500
Iteration 28Q: 20 clusters Score -1.469401e+08 nChanged 15647
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 157538 members 
Mstep: Class 4 contains 212292 members 
Mstep: Class 5 contains 36146 members 
Mstep: Class 6 contains 8586 members 
Mstep: Class 7 contains 53635 members 
Mstep: Class 8 contains 2083 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 109409 members 
Mstep: Class 11 contains 182513 members 
Mstep: Class 12 contains 83823 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 5099 members 
Mstep: Class 17 contains 27233 members 
Mstep: Class 18 contains 116171 members 
Mstep: Class 20 contains 7158 members 
Mstep: Class 22 contains 39076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146943008.000000 Penalty: 65365.312500
Iteration 29Q: 20 clusters Score -1.46943e+08 nChanged 15176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 156820 members 
Mstep: Class 4 contains 209895 members 
Mstep: Class 5 contains 37836 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 52627 members 
Mstep: Class 8 contains 2021 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 112620 members 
Mstep: Class 11 contains 182500 members 
Mstep: Class 12 contains 84342 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 4906 members 
Mstep: Class 17 contains 27212 members 
Mstep: Class 18 contains 114392 members 
Mstep: Class 20 contains 7558 members 
Mstep: Class 22 contains 39334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146945952.000000 Penalty: 65365.312500
Iteration 30Q: 20 clusters Score -1.46946e+08 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 156099 members 
Mstep: Class 4 contains 207725 members 
Mstep: Class 5 contains 39496 members 
Mstep: Class 6 contains 9027 members 
Mstep: Class 7 contains 51594 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 115722 members 
Mstep: Class 11 contains 182397 members 
Mstep: Class 12 contains 84704 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 4727 members 
Mstep: Class 17 contains 27224 members 
Mstep: Class 18 contains 112901 members 
Mstep: Class 20 contains 7914 members 
Mstep: Class 22 contains 39457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146948864.000000 Penalty: 65365.312500
Iteration 31Q: 20 clusters Score -1.469489e+08 nChanged 13867
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 155554 members 
Mstep: Class 4 contains 205493 members 
Mstep: Class 5 contains 41067 members 
Mstep: Class 6 contains 9261 members 
Mstep: Class 7 contains 50651 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 118790 members 
Mstep: Class 11 contains 182259 members 
Mstep: Class 12 contains 84945 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 27263 members 
Mstep: Class 18 contains 111467 members 
Mstep: Class 20 contains 8255 members 
Mstep: Class 22 contains 39550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146951888.000000 Penalty: 65365.312500
Iteration 32Q: 20 clusters Score -1.469519e+08 nChanged 13389
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3841 members 
Mstep: Class 3 contains 155352 members 
Mstep: Class 4 contains 203434 members 
Mstep: Class 5 contains 42501 members 
Mstep: Class 6 contains 9474 members 
Mstep: Class 7 contains 49726 members 
Mstep: Class 8 contains 1809 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 121699 members 
Mstep: Class 11 contains 182199 members 
Mstep: Class 12 contains 85117 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 4461 members 
Mstep: Class 17 contains 27287 members 
Mstep: Class 18 contains 109918 members 
Mstep: Class 20 contains 8560 members 
Mstep: Class 22 contains 39614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146954720.000000 Penalty: 65365.312500
Iteration 33Q: 20 clusters Score -1.469547e+08 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3685 members 
Mstep: Class 3 contains 155303 members 
Mstep: Class 4 contains 201342 members 
Mstep: Class 5 contains 43878 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 48896 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 124516 members 
Mstep: Class 11 contains 182060 members 
Mstep: Class 12 contains 85241 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 27363 members 
Mstep: Class 18 contains 108466 members 
Mstep: Class 20 contains 8864 members 
Mstep: Class 22 contains 39630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146957840.000000 Penalty: 65365.312500
Iteration 34Q: 20 clusters Score -1.469578e+08 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3550 members 
Mstep: Class 3 contains 155465 members 
Mstep: Class 4 contains 199413 members 
Mstep: Class 5 contains 45160 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 48083 members 
Mstep: Class 8 contains 1650 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 127256 members 
Mstep: Class 11 contains 181886 members 
Mstep: Class 12 contains 85287 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 4204 members 
Mstep: Class 17 contains 27457 members 
Mstep: Class 18 contains 106894 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 22 contains 39641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146960800.000000 Penalty: 65365.312500
Iteration 35Q: 20 clusters Score -1.469608e+08 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 155659 members 
Mstep: Class 4 contains 197648 members 
Mstep: Class 5 contains 46305 members 
Mstep: Class 6 contains 10135 members 
Mstep: Class 7 contains 47271 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 129961 members 
Mstep: Class 11 contains 181726 members 
Mstep: Class 12 contains 85237 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 4112 members 
Mstep: Class 17 contains 27558 members 
Mstep: Class 18 contains 105432 members 
Mstep: Class 20 contains 9321 members 
Mstep: Class 22 contains 39622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146963408.000000 Penalty: 65365.312500
Iteration 36Q: 20 clusters Score -1.469634e+08 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3339 members 
Mstep: Class 3 contains 156136 members 
Mstep: Class 4 contains 196015 members 
Mstep: Class 5 contains 47304 members 
Mstep: Class 6 contains 10346 members 
Mstep: Class 7 contains 46524 members 
Mstep: Class 8 contains 1502 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 132492 members 
Mstep: Class 11 contains 181582 members 
Mstep: Class 12 contains 85160 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 4012 members 
Mstep: Class 17 contains 27662 members 
Mstep: Class 18 contains 103895 members 
Mstep: Class 20 contains 9501 members 
Mstep: Class 22 contains 39575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146965984.000000 Penalty: 65365.312500
Iteration 37Q: 20 clusters Score -1.46966e+08 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 156601 members 
Mstep: Class 4 contains 194495 members 
Mstep: Class 5 contains 48214 members 
Mstep: Class 6 contains 10544 members 
Mstep: Class 7 contains 45871 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 134962 members 
Mstep: Class 11 contains 181419 members 
Mstep: Class 12 contains 84991 members 
Mstep: Class 13 contains 1896 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 3920 members 
Mstep: Class 17 contains 27788 members 
Mstep: Class 18 contains 102439 members 
Mstep: Class 20 contains 9648 members 
Mstep: Class 22 contains 39510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146967600.000000 Penalty: 65365.312500
Iteration 38Q: 20 clusters Score -1.469676e+08 nChanged 10925
Entering ConstructFrom: 
Score: -146967600.000000 Penalty: 65365.312500
Entering ConstructFrom: 
Trying to split cluster 1 (7467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Entering Unmasked Estep 
Score: -1031742.437500 Penalty: 2211.725586
	Iteration 0F: 2 clusters Score -1031742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1025671.000000 Penalty: 4423.451172
	Iteration 0F: 3 clusters Score -1025671 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1027238.062500 Penalty: 4423.451172
	Iteration 1F: 3 clusters Score -1027238 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1027486.437500 Penalty: 4423.451172
	Iteration 2F: 3 clusters Score -1027486 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1027655.187500 Penalty: 4423.451172
	Iteration 3Q: 3 clusters Score -1027655 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1027767.000000 Penalty: 4423.451172
	Iteration 4Q: 3 clusters Score -1027767 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1027840.437500 Penalty: 4423.451172
	Iteration 5Q: 3 clusters Score -1027840 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1027899.250000 Penalty: 4423.451172
	Iteration 6Q: 3 clusters Score -1027899 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1027959.625000 Penalty: 4423.451172
	Iteration 7Q: 3 clusters Score -1027960 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1028007.187500 Penalty: 4423.451172
	Iteration 8Q: 3 clusters Score -1028007 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1028057.500000 Penalty: 4423.451172
	Iteration 9Q: 3 clusters Score -1028058 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1028106.000000 Penalty: 4423.451172
	Iteration 10Q: 3 clusters Score -1028106 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1028146.687500 Penalty: 4423.451172
	Iteration 11Q: 3 clusters Score -1028147 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1028177.062500 Penalty: 4423.451172
	Iteration 12Q: 3 clusters Score -1028177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1028202.187500 Penalty: 4423.451172
	Iteration 13Q: 3 clusters Score -1028202 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1028235.687500 Penalty: 4423.451172
	Iteration 14Q: 3 clusters Score -1028236 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1028275.000000 Penalty: 4423.451172
	Iteration 15Q: 3 clusters Score -1028275 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1028309.250000 Penalty: 4423.451172
	Iteration 16Q: 3 clusters Score -1028309 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1028338.250000 Penalty: 4423.451172
	Iteration 17Q: 3 clusters Score -1028338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1028376.062500 Penalty: 4423.451172
	Iteration 18Q: 3 clusters Score -1028376 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1028430.687500 Penalty: 4423.451172
	Iteration 19Q: 3 clusters Score -1028431 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1028487.375000 Penalty: 4423.451172
	Iteration 20F: 3 clusters Score -1028487 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1028549.437500 Penalty: 4423.451172
	Iteration 21Q: 3 clusters Score -1028549 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1028601.437500 Penalty: 4423.451172
	Iteration 22Q: 3 clusters Score -1028601 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1028678.875000 Penalty: 4423.451172
	Iteration 23Q: 3 clusters Score -1028679 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1028768.312500 Penalty: 4423.451172
	Iteration 24Q: 3 clusters Score -1028768 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1028858.375000 Penalty: 4423.451172
	Iteration 25Q: 3 clusters Score -1028858 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1028951.000000 Penalty: 4423.451172
	Iteration 26Q: 3 clusters Score -1028951 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1029044.500000 Penalty: 4423.451172
	Iteration 27Q: 3 clusters Score -1029044 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1029147.437500 Penalty: 4423.451172
	Iteration 28Q: 3 clusters Score -1029147 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1029252.125000 Penalty: 4423.451172
	Iteration 29Q: 3 clusters Score -1029252 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1029379.375000 Penalty: 4423.451172
	Iteration 30Q: 3 clusters Score -1029379 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1029490.312500 Penalty: 4423.451172
	Iteration 31Q: 3 clusters Score -1029490 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1029592.500000 Penalty: 4423.451172
	Iteration 32Q: 3 clusters Score -1029592 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1029665.062500 Penalty: 4423.451172
	Iteration 33Q: 3 clusters Score -1029665 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1029721.312500 Penalty: 4423.451172
	Iteration 34Q: 3 clusters Score -1029721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1029754.625000 Penalty: 4423.451172
	Iteration 35Q: 3 clusters Score -1029755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1029782.937500 Penalty: 4423.451172
	Iteration 36Q: 3 clusters Score -1029783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1029807.312500 Penalty: 4423.451172
	Iteration 37Q: 3 clusters Score -1029807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1029823.562500 Penalty: 4423.451172
	Iteration 38Q: 3 clusters Score -1029824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1029839.000000 Penalty: 4423.451172
	Iteration 39Q: 3 clusters Score -1029839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1029853.250000 Penalty: 4423.451172
	Iteration 40F: 3 clusters Score -1029853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1029869.937500 Penalty: 4423.451172
	Iteration 41Q: 3 clusters Score -1029870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1029879.875000 Penalty: 4423.451172
	Iteration 42Q: 3 clusters Score -1029880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1029883.812500 Penalty: 4423.451172
	Iteration 43Q: 3 clusters Score -1029884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1029886.812500 Penalty: 4423.451172
	Iteration 44Q: 3 clusters Score -1029887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1029887.062500 Penalty: 4423.451172
	Iteration 45Q: 3 clusters Score -1029887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1029889.812500 Penalty: 4423.451172
	Iteration 46Q: 3 clusters Score -1029890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1029888.750000 Penalty: 4423.451172
	Iteration 47Q: 3 clusters Score -1029889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1029891.000000 Penalty: 4423.451172
	Iteration 48Q: 3 clusters Score -1029891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1029893.000000 Penalty: 4423.451172
	Iteration 49Q: 3 clusters Score -1029893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1029894.625000 Penalty: 4423.451172
	Iteration 50Q: 3 clusters Score -1029895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1029894.562500 Penalty: 4423.451172
	Iteration 51Q: 3 clusters Score -1029895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1029895.625000 Penalty: 4423.451172
	Iteration 52Q: 3 clusters Score -1029896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1029896.500000 Penalty: 4423.451172
	Iteration 53Q: 3 clusters Score -1029896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1029896.312500 Penalty: 4423.451172
	Iteration 54Q: 3 clusters Score -1029896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1029899.562500 Penalty: 4423.451172
	Iteration 55Q: 3 clusters Score -1029900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1029901.187500 Penalty: 4423.451172
	Iteration 56Q: 3 clusters Score -1029901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1029901.187500 Penalty: 4423.451172
	Iteration 57F: 3 clusters Score -1029901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -445711.062500 Penalty: 1997.836670
	Iteration 0F: 2 clusters Score -445711.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -442359.750000 Penalty: 3995.673340
	Iteration 0F: 3 clusters Score -442359.8 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -443143.843750 Penalty: 3995.673340
	Iteration 1F: 3 clusters Score -443143.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -443406.656250 Penalty: 3995.673340
	Iteration 2F: 3 clusters Score -443406.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -443578.375000 Penalty: 3995.673340
	Iteration 3F: 3 clusters Score -443578.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -443676.781250 Penalty: 3995.673340
	Iteration 4Q: 3 clusters Score -443676.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -443753.718750 Penalty: 3995.673340
	Iteration 5Q: 3 clusters Score -443753.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -443799.500000 Penalty: 3995.673340
	Iteration 6Q: 3 clusters Score -443799.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -443830.281250 Penalty: 3995.673340
	Iteration 7Q: 3 clusters Score -443830.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -443861.718750 Penalty: 3995.673340
	Iteration 8Q: 3 clusters Score -443861.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -443895.187500 Penalty: 3995.673340
	Iteration 9Q: 3 clusters Score -443895.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -443917.031250 Penalty: 3995.673340
	Iteration 10Q: 3 clusters Score -443917 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -443933.937500 Penalty: 3995.673340
	Iteration 11Q: 3 clusters Score -443933.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -443948.375000 Penalty: 3995.673340
	Iteration 12Q: 3 clusters Score -443948.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -443957.906250 Penalty: 3995.673340
	Iteration 13Q: 3 clusters Score -443957.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -443960.343750 Penalty: 3995.673340
	Iteration 14Q: 3 clusters Score -443960.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -443964.968750 Penalty: 3995.673340
	Iteration 15Q: 3 clusters Score -443965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -443971.281250 Penalty: 3995.673340
	Iteration 16Q: 3 clusters Score -443971.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -443974.312500 Penalty: 3995.673340
	Iteration 17Q: 3 clusters Score -443974.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -443978.781250 Penalty: 3995.673340
	Iteration 18Q: 3 clusters Score -443978.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -443985.375000 Penalty: 3995.673340
	Iteration 19Q: 3 clusters Score -443985.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -443991.687500 Penalty: 3995.673340
	Iteration 20F: 3 clusters Score -443991.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -444000.875000 Penalty: 3995.673340
	Iteration 21Q: 3 clusters Score -444000.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -444007.281250 Penalty: 3995.673340
	Iteration 22Q: 3 clusters Score -444007.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -444016.093750 Penalty: 3995.673340
	Iteration 23Q: 3 clusters Score -444016.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -444025.531250 Penalty: 3995.673340
	Iteration 24Q: 3 clusters Score -444025.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -444036.062500 Penalty: 3995.673340
	Iteration 25Q: 3 clusters Score -444036.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -444045.562500 Penalty: 3995.673340
	Iteration 26Q: 3 clusters Score -444045.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -444051.718750 Penalty: 3995.673340
	Iteration 27Q: 3 clusters Score -444051.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -444058.187500 Penalty: 3995.673340
	Iteration 28Q: 3 clusters Score -444058.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -444066.062500 Penalty: 3995.673340
	Iteration 29Q: 3 clusters Score -444066.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -444072.125000 Penalty: 3995.673340
	Iteration 30Q: 3 clusters Score -444072.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -444075.625000 Penalty: 3995.673340
	Iteration 31Q: 3 clusters Score -444075.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -444080.218750 Penalty: 3995.673340
	Iteration 32Q: 3 clusters Score -444080.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -444087.062500 Penalty: 3995.673340
	Iteration 33Q: 3 clusters Score -444087.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -444094.218750 Penalty: 3995.673340
	Iteration 34Q: 3 clusters Score -444094.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -444100.937500 Penalty: 3995.673340
	Iteration 35Q: 3 clusters Score -444100.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -444103.656250 Penalty: 3995.673340
	Iteration 36Q: 3 clusters Score -444103.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -444105.687500 Penalty: 3995.673340
	Iteration 37Q: 3 clusters Score -444105.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -444107.218750 Penalty: 3995.673340
	Iteration 38Q: 3 clusters Score -444107.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -444112.593750 Penalty: 3995.673340
	Iteration 39Q: 3 clusters Score -444112.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -444116.406250 Penalty: 3995.673340
	Iteration 40F: 3 clusters Score -444116.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -444120.281250 Penalty: 3995.673340
	Iteration 41Q: 3 clusters Score -444120.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -444121.593750 Penalty: 3995.673340
	Iteration 42Q: 3 clusters Score -444121.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -444125.062500 Penalty: 3995.673340
	Iteration 43Q: 3 clusters Score -444125.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -444127.187500 Penalty: 3995.673340
	Iteration 44Q: 3 clusters Score -444127.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -444130.875000 Penalty: 3995.673340
	Iteration 45Q: 3 clusters Score -444130.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -444138.437500 Penalty: 3995.673340
	Iteration 46Q: 3 clusters Score -444138.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -444143.687500 Penalty: 3995.673340
	Iteration 47Q: 3 clusters Score -444143.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -444151.500000 Penalty: 3995.673340
	Iteration 48Q: 3 clusters Score -444151.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -444155.031250 Penalty: 3995.673340
	Iteration 49Q: 3 clusters Score -444155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -444161.718750 Penalty: 3995.673340
	Iteration 50Q: 3 clusters Score -444161.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -444169.781250 Penalty: 3995.673340
	Iteration 51Q: 3 clusters Score -444169.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -444179.093750 Penalty: 3995.673340
	Iteration 52Q: 3 clusters Score -444179.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -444191.625000 Penalty: 3995.673340
	Iteration 53Q: 3 clusters Score -444191.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -444202.125000 Penalty: 3995.673340
	Iteration 54Q: 3 clusters Score -444202.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -444214.781250 Penalty: 3995.673340
	Iteration 55Q: 3 clusters Score -444214.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -444229.250000 Penalty: 3995.673340
	Iteration 56Q: 3 clusters Score -444229.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -444243.593750 Penalty: 3995.673340
	Iteration 57Q: 3 clusters Score -444243.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -444262.656250 Penalty: 3995.673340
	Iteration 58Q: 3 clusters Score -444262.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -444288.656250 Penalty: 3995.673340
	Iteration 59Q: 3 clusters Score -444288.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -444310.500000 Penalty: 3995.673340
	Iteration 60F: 3 clusters Score -444310.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -444328.937500 Penalty: 3995.673340
	Iteration 61Q: 3 clusters Score -444328.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -444351.968750 Penalty: 3995.673340
	Iteration 62Q: 3 clusters Score -444352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -444383.156250 Penalty: 3995.673340
	Iteration 63Q: 3 clusters Score -444383.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -444412.062500 Penalty: 3995.673340
	Iteration 64Q: 3 clusters Score -444412.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -444445.468750 Penalty: 3995.673340
	Iteration 65Q: 3 clusters Score -444445.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -444479.156250 Penalty: 3995.673340
	Iteration 66Q: 3 clusters Score -444479.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -444518.781250 Penalty: 3995.673340
	Iteration 67Q: 3 clusters Score -444518.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -444551.843750 Penalty: 3995.673340
	Iteration 68Q: 3 clusters Score -444551.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -444580.187500 Penalty: 3995.673340
	Iteration 69Q: 3 clusters Score -444580.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -444599.781250 Penalty: 3995.673340
	Iteration 70Q: 3 clusters Score -444599.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -444622.000000 Penalty: 3995.673340
	Iteration 71Q: 3 clusters Score -444622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -444637.843750 Penalty: 3995.673340
	Iteration 72Q: 3 clusters Score -444637.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -444649.187500 Penalty: 3995.673340
	Iteration 73Q: 3 clusters Score -444649.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -444658.250000 Penalty: 3995.673340
	Iteration 74Q: 3 clusters Score -444658.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -444667.562500 Penalty: 3995.673340
	Iteration 75Q: 3 clusters Score -444667.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -444676.062500 Penalty: 3995.673340
	Iteration 76Q: 3 clusters Score -444676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -444684.156250 Penalty: 3995.673340
	Iteration 77Q: 3 clusters Score -444684.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -444693.593750 Penalty: 3995.673340
	Iteration 78Q: 3 clusters Score -444693.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -444697.343750 Penalty: 3995.673340
	Iteration 79Q: 3 clusters Score -444697.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -444698.031250 Penalty: 3995.673340
	Iteration 80F: 3 clusters Score -444698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -444701.593750 Penalty: 3995.673340
	Iteration 81Q: 3 clusters Score -444701.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -444701.031250 Penalty: 3995.673340
	Iteration 82Q: 3 clusters Score -444701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -444701.031250 Penalty: 3995.673340
	Iteration 83F: 3 clusters Score -444701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (157126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157126 members 
Entering Unmasked Estep 
Score: -22131036.000000 Penalty: 2967.271240
	Iteration 0F: 2 clusters Score -2.213104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -22028662.000000 Penalty: 5934.542480
	Iteration 0F: 3 clusters Score -2.202866e+07 nChanged 75133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -22073148.000000 Penalty: 5934.542480
	Iteration 1F: 3 clusters Score -2.207315e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -22075696.000000 Penalty: 5934.542480
	Iteration 2Q: 3 clusters Score -2.20757e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -22079636.000000 Penalty: 5934.542480
	Iteration 3Q: 3 clusters Score -2.207964e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -22085774.000000 Penalty: 5934.542480
	Iteration 4F: 3 clusters Score -2.208577e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 101175 members 
Entering Unmasked Estep 
Score: -22094536.000000 Penalty: 5934.542480
	Iteration 5F: 3 clusters Score -2.209454e+07 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -22105662.000000 Penalty: 5934.542480
	Iteration 6F: 3 clusters Score -2.210566e+07 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 116823 members 
Entering Unmasked Estep 
Score: -22115482.000000 Penalty: 5934.542480
	Iteration 7F: 3 clusters Score -2.211548e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 121858 members 
Entering Unmasked Estep 
Score: -22121648.000000 Penalty: 5934.542480
	Iteration 8F: 3 clusters Score -2.212165e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 125384 members 
Entering Unmasked Estep 
Score: -22124918.000000 Penalty: 5934.542480
	Iteration 9Q: 3 clusters Score -2.212492e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 128220 members 
Entering Unmasked Estep 
Score: -22126838.000000 Penalty: 5934.542480
	Iteration 10Q: 3 clusters Score -2.212684e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 130477 members 
Entering Unmasked Estep 
Score: -22128088.000000 Penalty: 5934.542480
	Iteration 11Q: 3 clusters Score -2.212809e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 132337 members 
Entering Unmasked Estep 
Score: -22129028.000000 Penalty: 5934.542480
	Iteration 12Q: 3 clusters Score -2.212903e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 133955 members 
Entering Unmasked Estep 
Score: -22129770.000000 Penalty: 5934.542480
	Iteration 13Q: 3 clusters Score -2.212977e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 135340 members 
Entering Unmasked Estep 
Score: -22130156.000000 Penalty: 5934.542480
	Iteration 14Q: 3 clusters Score -2.213016e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 136517 members 
Entering Unmasked Estep 
Score: -22130436.000000 Penalty: 5934.542480
	Iteration 15Q: 3 clusters Score -2.213044e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 137591 members 
Entering Unmasked Estep 
Score: -22130664.000000 Penalty: 5934.542480
	Iteration 16Q: 3 clusters Score -2.213066e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 138514 members 
Entering Unmasked Estep 
Score: -22130912.000000 Penalty: 5934.542480
	Iteration 17Q: 3 clusters Score -2.213091e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 139319 members 
Entering Unmasked Estep 
Score: -22131066.000000 Penalty: 5934.542480
	Iteration 18Q: 3 clusters Score -2.213107e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 140053 members 
Entering Unmasked Estep 
Score: -22131186.000000 Penalty: 5934.542480
	Iteration 19Q: 3 clusters Score -2.213119e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 140724 members 
Entering Unmasked Estep 
Score: -22131292.000000 Penalty: 5934.542480
	Iteration 20F: 3 clusters Score -2.213129e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 141295 members 
Entering Unmasked Estep 
Score: -22131334.000000 Penalty: 5934.542480
	Iteration 21Q: 3 clusters Score -2.213133e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 141796 members 
Entering Unmasked Estep 
Score: -22131442.000000 Penalty: 5934.542480
	Iteration 22Q: 3 clusters Score -2.213144e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 142264 members 
Entering Unmasked Estep 
Score: -22131476.000000 Penalty: 5934.542480
	Iteration 23Q: 3 clusters Score -2.213148e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 142697 members 
Entering Unmasked Estep 
Score: -22131488.000000 Penalty: 5934.542480
	Iteration 24Q: 3 clusters Score -2.213149e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 143106 members 
Entering Unmasked Estep 
Score: -22131562.000000 Penalty: 5934.542480
	Iteration 25Q: 3 clusters Score -2.213156e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 143492 members 
Entering Unmasked Estep 
Score: -22131600.000000 Penalty: 5934.542480
	Iteration 26Q: 3 clusters Score -2.21316e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 143850 members 
Entering Unmasked Estep 
Score: -22131584.000000 Penalty: 5934.542480
	Iteration 27Q: 3 clusters Score -2.213158e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 144175 members 
Entering Unmasked Estep 
Score: -22131624.000000 Penalty: 5934.542480
	Iteration 28Q: 3 clusters Score -2.213162e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 144468 members 
Entering Unmasked Estep 
Score: -22131668.000000 Penalty: 5934.542480
	Iteration 29Q: 3 clusters Score -2.213167e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 144749 members 
Entering Unmasked Estep 
Score: -22131692.000000 Penalty: 5934.542480
	Iteration 30Q: 3 clusters Score -2.213169e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 145009 members 
Entering Unmasked Estep 
Score: -22131710.000000 Penalty: 5934.542480
	Iteration 31Q: 3 clusters Score -2.213171e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 145247 members 
Entering Unmasked Estep 
Score: -22131740.000000 Penalty: 5934.542480
	Iteration 32Q: 3 clusters Score -2.213174e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 145455 members 
Entering Unmasked Estep 
Score: -22131758.000000 Penalty: 5934.542480
	Iteration 33Q: 3 clusters Score -2.213176e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 145656 members 
Entering Unmasked Estep 
Score: -22131740.000000 Penalty: 5934.542480
	Iteration 34Q: 3 clusters Score -2.213174e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 145839 members 
Entering Unmasked Estep 
Score: -22131720.000000 Penalty: 5934.542480
	Iteration 35Q: 3 clusters Score -2.213172e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 145997 members 
Entering Unmasked Estep 
Score: -22131766.000000 Penalty: 5934.542480
	Iteration 36Q: 3 clusters Score -2.213177e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 146147 members 
Entering Unmasked Estep 
Score: -22131780.000000 Penalty: 5934.542480
	Iteration 37Q: 3 clusters Score -2.213178e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 146291 members 
Entering Unmasked Estep 
Score: -22131794.000000 Penalty: 5934.542480
	Iteration 38Q: 3 clusters Score -2.213179e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 146406 members 
Entering Unmasked Estep 
Score: -22131828.000000 Penalty: 5934.542480
	Iteration 39Q: 3 clusters Score -2.213183e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 146514 members 
Entering Unmasked Estep 
Score: -22131836.000000 Penalty: 5934.542480
	Iteration 40F: 3 clusters Score -2.213184e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 146610 members 
Entering Unmasked Estep 
Score: -22131866.000000 Penalty: 5934.542480
	Iteration 41Q: 3 clusters Score -2.213187e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 146707 members 
Entering Unmasked Estep 
Score: -22131858.000000 Penalty: 5934.542480
	Iteration 42Q: 3 clusters Score -2.213186e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 146791 members 
Entering Unmasked Estep 
Score: -22131848.000000 Penalty: 5934.542480
	Iteration 43Q: 3 clusters Score -2.213185e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 146879 members 
Entering Unmasked Estep 
Score: -22131824.000000 Penalty: 5934.542480
	Iteration 44Q: 3 clusters Score -2.213182e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 146952 members 
Entering Unmasked Estep 
Score: -22131886.000000 Penalty: 5934.542480
	Iteration 45Q: 3 clusters Score -2.213189e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 147024 members 
Entering Unmasked Estep 
Score: -22131846.000000 Penalty: 5934.542480
	Iteration 46Q: 3 clusters Score -2.213185e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 147090 members 
Entering Unmasked Estep 
Score: -22131832.000000 Penalty: 5934.542480
	Iteration 47Q: 3 clusters Score -2.213183e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 147157 members 
Entering Unmasked Estep 
Score: -22131856.000000 Penalty: 5934.542480
	Iteration 48Q: 3 clusters Score -2.213186e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 147228 members 
Entering Unmasked Estep 
Score: -22131844.000000 Penalty: 5934.542480
	Iteration 49Q: 3 clusters Score -2.213184e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 147295 members 
Entering Unmasked Estep 
Score: -22131856.000000 Penalty: 5934.542480
	Iteration 50Q: 3 clusters Score -2.213186e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 147345 members 
Entering Unmasked Estep 
Score: -22131878.000000 Penalty: 5934.542480
	Iteration 51Q: 3 clusters Score -2.213188e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 147391 members 
Entering Unmasked Estep 
Score: -22131856.000000 Penalty: 5934.542480
	Iteration 52Q: 3 clusters Score -2.213186e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 147444 members 
Entering Unmasked Estep 
Score: -22131864.000000 Penalty: 5934.542480
	Iteration 53Q: 3 clusters Score -2.213186e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 147508 members 
Entering Unmasked Estep 
Score: -22131870.000000 Penalty: 5934.542480
	Iteration 54Q: 3 clusters Score -2.213187e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 147575 members 
Entering Unmasked Estep 
Score: -22131896.000000 Penalty: 5934.542480
	Iteration 55Q: 3 clusters Score -2.21319e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -22131936.000000 Penalty: 5934.542480
	Iteration 56Q: 3 clusters Score -2.213194e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 147688 members 
Entering Unmasked Estep 
Score: -22131920.000000 Penalty: 5934.542480
	Iteration 57Q: 3 clusters Score -2.213192e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 147730 members 
Entering Unmasked Estep 
Score: -22131920.000000 Penalty: 5934.542480
	Iteration 58Q: 3 clusters Score -2.213192e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 147773 members 
Entering Unmasked Estep 
Score: -22131936.000000 Penalty: 5934.542480
	Iteration 59Q: 3 clusters Score -2.213194e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 147817 members 
Entering Unmasked Estep 
Score: -22131924.000000 Penalty: 5934.542480
	Iteration 60F: 3 clusters Score -2.213192e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 147857 members 
Entering Unmasked Estep 
Score: -22131942.000000 Penalty: 5934.542480
	Iteration 61Q: 3 clusters Score -2.213194e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 147889 members 
Entering Unmasked Estep 
Score: -22131920.000000 Penalty: 5934.542480
	Iteration 62Q: 3 clusters Score -2.213192e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 147929 members 
Entering Unmasked Estep 
Score: -22131936.000000 Penalty: 5934.542480
	Iteration 63Q: 3 clusters Score -2.213194e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 147955 members 
Entering Unmasked Estep 
Score: -22131916.000000 Penalty: 5934.542480
	Iteration 64Q: 3 clusters Score -2.213192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 147974 members 
Entering Unmasked Estep 
Score: -22131918.000000 Penalty: 5934.542480
	Iteration 65Q: 3 clusters Score -2.213192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 147990 members 
Entering Unmasked Estep 
Score: -22131940.000000 Penalty: 5934.542480
	Iteration 66Q: 3 clusters Score -2.213194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 148001 members 
Entering Unmasked Estep 
Score: -22131928.000000 Penalty: 5934.542480
	Iteration 67Q: 3 clusters Score -2.213193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -22131948.000000 Penalty: 5934.542480
	Iteration 68Q: 3 clusters Score -2.213195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 148020 members 
Entering Unmasked Estep 
Score: -22131934.000000 Penalty: 5934.542480
	Iteration 69Q: 3 clusters Score -2.213193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 148031 members 
Entering Unmasked Estep 
Score: -22131952.000000 Penalty: 5934.542480
	Iteration 70Q: 3 clusters Score -2.213195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 148040 members 
Entering Unmasked Estep 
Score: -22131956.000000 Penalty: 5934.542480
	Iteration 71Q: 3 clusters Score -2.213196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 148052 members 
Entering Unmasked Estep 
Score: -22131952.000000 Penalty: 5934.542480
	Iteration 72Q: 3 clusters Score -2.213195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 148055 members 
Entering Unmasked Estep 
Score: -22131952.000000 Penalty: 5934.542480
	Iteration 73Q: 3 clusters Score -2.213195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 148055 members 
Entering Unmasked Estep 
Score: -22131948.000000 Penalty: 5934.542480
	Iteration 74Q: 3 clusters Score -2.213195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 148056 members 
Entering Unmasked Estep 
Score: -22131944.000000 Penalty: 5934.542480
	Iteration 75Q: 3 clusters Score -2.213194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 148059 members 
Entering Unmasked Estep 
Score: -22131942.000000 Penalty: 5934.542480
	Iteration 76Q: 3 clusters Score -2.213194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 148061 members 
Entering Unmasked Estep 
Score: -22131958.000000 Penalty: 5934.542480
	Iteration 77Q: 3 clusters Score -2.213196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 148065 members 
Entering Unmasked Estep 
Score: -22131958.000000 Penalty: 5934.542480
	Iteration 78Q: 3 clusters Score -2.213196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 148068 members 
Entering Unmasked Estep 
Score: -22131950.000000 Penalty: 5934.542480
	Iteration 79Q: 3 clusters Score -2.213195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 148077 members 
Entering Unmasked Estep 
Score: -22131976.000000 Penalty: 5934.542480
	Iteration 80F: 3 clusters Score -2.213198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 148082 members 
Entering Unmasked Estep 
Score: -22131954.000000 Penalty: 5934.542480
	Iteration 81Q: 3 clusters Score -2.213195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -22131972.000000 Penalty: 5934.542480
	Iteration 82Q: 3 clusters Score -2.213197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
Score: -22131952.000000 Penalty: 5934.542480
	Iteration 83Q: 3 clusters Score -2.213195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 148107 members 
Entering Unmasked Estep 
Score: -22131958.000000 Penalty: 5934.542480
	Iteration 84Q: 3 clusters Score -2.213196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -22131928.000000 Penalty: 5934.542480
	Iteration 85Q: 3 clusters Score -2.213193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 148118 members 
Entering Unmasked Estep 
Score: -22131942.000000 Penalty: 5934.542480
	Iteration 86Q: 3 clusters Score -2.213194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 148131 members 
Entering Unmasked Estep 
Score: -22131956.000000 Penalty: 5934.542480
	Iteration 87Q: 3 clusters Score -2.213196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 148144 members 
Entering Unmasked Estep 
Score: -22131932.000000 Penalty: 5934.542480
	Iteration 88Q: 3 clusters Score -2.213193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 148154 members 
Entering Unmasked Estep 
Score: -22131938.000000 Penalty: 5934.542480
	Iteration 89Q: 3 clusters Score -2.213194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 148164 members 
Entering Unmasked Estep 
Score: -22131930.000000 Penalty: 5934.542480
	Iteration 90Q: 3 clusters Score -2.213193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -22131932.000000 Penalty: 5934.542480
	Iteration 91Q: 3 clusters Score -2.213193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 148202 members 
Entering Unmasked Estep 
Score: -22131944.000000 Penalty: 5934.542480
	Iteration 92Q: 3 clusters Score -2.213194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 148213 members 
Entering Unmasked Estep 
Score: -22131938.000000 Penalty: 5934.542480
	Iteration 93Q: 3 clusters Score -2.213194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 148225 members 
Entering Unmasked Estep 
Score: -22131940.000000 Penalty: 5934.542480
	Iteration 94Q: 3 clusters Score -2.213194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 148234 members 
Entering Unmasked Estep 
Score: -22131946.000000 Penalty: 5934.542480
	Iteration 95Q: 3 clusters Score -2.213195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 148240 members 
Entering Unmasked Estep 
Score: -22131956.000000 Penalty: 5934.542480
	Iteration 96Q: 3 clusters Score -2.213196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 148249 members 
Entering Unmasked Estep 
Score: -22131958.000000 Penalty: 5934.542480
	Iteration 97Q: 3 clusters Score -2.213196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 148259 members 
Entering Unmasked Estep 
Score: -22131952.000000 Penalty: 5934.542480
	Iteration 98Q: 3 clusters Score -2.213195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 148264 members 
Entering Unmasked Estep 
Score: -22131932.000000 Penalty: 5934.542480
	Iteration 99Q: 3 clusters Score -2.213193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 148272 members 
Entering Unmasked Estep 
Score: -22131944.000000 Penalty: 5934.542480
	Iteration 100F: 3 clusters Score -2.213194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 148277 members 
Entering Unmasked Estep 
Score: -22131938.000000 Penalty: 5934.542480
	Iteration 101Q: 3 clusters Score -2.213194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 148279 members 
Entering Unmasked Estep 
Score: -22131946.000000 Penalty: 5934.542480
	Iteration 102Q: 3 clusters Score -2.213195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 148279 members 
Entering Unmasked Estep 
Score: -22131946.000000 Penalty: 5934.542480
	Iteration 103F: 3 clusters Score -2.213195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 193056 members 
Mstep: Class 5 contains 49031 members 
Mstep: Class 6 contains 10707 members 
Mstep: Class 7 contains 45175 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 137484 members 
Mstep: Class 11 contains 181308 members 
Mstep: Class 12 contains 84798 members 
Mstep: Class 13 contains 1894 members 
Mstep: Class 14 contains 148279 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 27890 members 
Mstep: Class 18 contains 100884 members 
Mstep: Class 20 contains 9818 members 
Mstep: Class 22 contains 39440 members 
Entering Unmasked Estep 
Score: -146970128.000000 Penalty: 68805.593750
Splitting cluster 3 changes total score from -146967600.000000 to -146970128.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 4 (193056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193056 members 
Entering Unmasked Estep 
Score: -26993924.000000 Penalty: 3018.342285
	Iteration 0F: 2 clusters Score -2.699392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 96463 members 
Entering Unmasked Estep 
Score: -26882482.000000 Penalty: 6036.684570
	Iteration 0F: 3 clusters Score -2.688248e+07 nChanged 92913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -26936206.000000 Penalty: 6036.684570
	Iteration 1F: 3 clusters Score -2.693621e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -26937414.000000 Penalty: 6036.684570
	Iteration 2Q: 3 clusters Score -2.693741e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95818 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -26938786.000000 Penalty: 6036.684570
	Iteration 3Q: 3 clusters Score -2.693879e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95329 members 
Mstep: Class 2 contains 97727 members 
Entering Unmasked Estep 
Score: -26940924.000000 Penalty: 6036.684570
	Iteration 4Q: 3 clusters Score -2.694092e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94513 members 
Mstep: Class 2 contains 98543 members 
Entering Unmasked Estep 
Score: -26943606.000000 Penalty: 6036.684570
	Iteration 5Q: 3 clusters Score -2.694361e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 99867 members 
Entering Unmasked Estep 
Score: -26946624.000000 Penalty: 6036.684570
	Iteration 6Q: 3 clusters Score -2.694662e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91265 members 
Mstep: Class 2 contains 101791 members 
Entering Unmasked Estep 
Score: -26950930.000000 Penalty: 6036.684570
	Iteration 7Q: 3 clusters Score -2.695093e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88553 members 
Mstep: Class 2 contains 104503 members 
Entering Unmasked Estep 
Score: -26955338.000000 Penalty: 6036.684570
	Iteration 8F: 3 clusters Score -2.695534e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85299 members 
Mstep: Class 2 contains 107757 members 
Entering Unmasked Estep 
Score: -26959744.000000 Penalty: 6036.684570
	Iteration 9F: 3 clusters Score -2.695974e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 111504 members 
Entering Unmasked Estep 
Score: -26963590.000000 Penalty: 6036.684570
	Iteration 10Q: 3 clusters Score -2.696359e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 115344 members 
Entering Unmasked Estep 
Score: -26966194.000000 Penalty: 6036.684570
	Iteration 11Q: 3 clusters Score -2.696619e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74097 members 
Mstep: Class 2 contains 118959 members 
Entering Unmasked Estep 
Score: -26968780.000000 Penalty: 6036.684570
	Iteration 12Q: 3 clusters Score -2.696878e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 122570 members 
Entering Unmasked Estep 
Score: -26970812.000000 Penalty: 6036.684570
	Iteration 13Q: 3 clusters Score -2.697081e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 125981 members 
Entering Unmasked Estep 
Score: -26972730.000000 Penalty: 6036.684570
	Iteration 14Q: 3 clusters Score -2.697273e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 129443 members 
Entering Unmasked Estep 
Score: -26974938.000000 Penalty: 6036.684570
	Iteration 15Q: 3 clusters Score -2.697494e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 132839 members 
Entering Unmasked Estep 
Score: -26977414.000000 Penalty: 6036.684570
	Iteration 16Q: 3 clusters Score -2.697741e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 136229 members 
Entering Unmasked Estep 
Score: -26979806.000000 Penalty: 6036.684570
	Iteration 17Q: 3 clusters Score -2.697981e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 139845 members 
Entering Unmasked Estep 
Score: -26982192.000000 Penalty: 6036.684570
	Iteration 18Q: 3 clusters Score -2.698219e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 143713 members 
Entering Unmasked Estep 
Score: -26984174.000000 Penalty: 6036.684570
	Iteration 19Q: 3 clusters Score -2.698417e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -26985766.000000 Penalty: 6036.684570
	Iteration 20F: 3 clusters Score -2.698577e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 151529 members 
Entering Unmasked Estep 
Score: -26986814.000000 Penalty: 6036.684570
	Iteration 21Q: 3 clusters Score -2.698681e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 155277 members 
Entering Unmasked Estep 
Score: -26987494.000000 Penalty: 6036.684570
	Iteration 22Q: 3 clusters Score -2.698749e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 158958 members 
Entering Unmasked Estep 
Score: -26987960.000000 Penalty: 6036.684570
	Iteration 23Q: 3 clusters Score -2.698796e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 162511 members 
Entering Unmasked Estep 
Score: -26988428.000000 Penalty: 6036.684570
	Iteration 24Q: 3 clusters Score -2.698843e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 165849 members 
Entering Unmasked Estep 
Score: -26988878.000000 Penalty: 6036.684570
	Iteration 25Q: 3 clusters Score -2.698888e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 168882 members 
Entering Unmasked Estep 
Score: -26989326.000000 Penalty: 6036.684570
	Iteration 26Q: 3 clusters Score -2.698933e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 171627 members 
Entering Unmasked Estep 
Score: -26989668.000000 Penalty: 6036.684570
	Iteration 27Q: 3 clusters Score -2.698967e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 174095 members 
Entering Unmasked Estep 
Score: -26990108.000000 Penalty: 6036.684570
	Iteration 28Q: 3 clusters Score -2.699011e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 176303 members 
Entering Unmasked Estep 
Score: -26990502.000000 Penalty: 6036.684570
	Iteration 29Q: 3 clusters Score -2.69905e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 178251 members 
Entering Unmasked Estep 
Score: -26991110.000000 Penalty: 6036.684570
	Iteration 30Q: 3 clusters Score -2.699111e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 180021 members 
Entering Unmasked Estep 
Score: -26991498.000000 Penalty: 6036.684570
	Iteration 31Q: 3 clusters Score -2.69915e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 181529 members 
Entering Unmasked Estep 
Score: -26991904.000000 Penalty: 6036.684570
	Iteration 32Q: 3 clusters Score -2.69919e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 182836 members 
Entering Unmasked Estep 
Score: -26992024.000000 Penalty: 6036.684570
	Iteration 33Q: 3 clusters Score -2.699202e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 183998 members 
Entering Unmasked Estep 
Score: -26992374.000000 Penalty: 6036.684570
	Iteration 34Q: 3 clusters Score -2.699237e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 184939 members 
Entering Unmasked Estep 
Score: -26992540.000000 Penalty: 6036.684570
	Iteration 35Q: 3 clusters Score -2.699254e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 185751 members 
Entering Unmasked Estep 
Score: -26992420.000000 Penalty: 6036.684570
	Iteration 36Q: 3 clusters Score -2.699242e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 186447 members 
Entering Unmasked Estep 
Score: -26992476.000000 Penalty: 6036.684570
	Iteration 37Q: 3 clusters Score -2.699248e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 187034 members 
Entering Unmasked Estep 
Score: -26992394.000000 Penalty: 6036.684570
	Iteration 38Q: 3 clusters Score -2.699239e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 187510 members 
Entering Unmasked Estep 
Score: -26992350.000000 Penalty: 6036.684570
	Iteration 39Q: 3 clusters Score -2.699235e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 187970 members 
Entering Unmasked Estep 
Score: -26992298.000000 Penalty: 6036.684570
	Iteration 40F: 3 clusters Score -2.69923e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 188374 members 
Entering Unmasked Estep 
Score: -26992328.000000 Penalty: 6036.684570
	Iteration 41Q: 3 clusters Score -2.699233e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 188732 members 
Entering Unmasked Estep 
Score: -26992284.000000 Penalty: 6036.684570
	Iteration 42Q: 3 clusters Score -2.699228e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 189019 members 
Entering Unmasked Estep 
Score: -26992254.000000 Penalty: 6036.684570
	Iteration 43Q: 3 clusters Score -2.699225e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 189292 members 
Entering Unmasked Estep 
Score: -26992200.000000 Penalty: 6036.684570
	Iteration 44Q: 3 clusters Score -2.69922e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 189538 members 
Entering Unmasked Estep 
Score: -26992250.000000 Penalty: 6036.684570
	Iteration 45Q: 3 clusters Score -2.699225e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 189737 members 
Entering Unmasked Estep 
Score: -26992194.000000 Penalty: 6036.684570
	Iteration 46Q: 3 clusters Score -2.699219e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 189927 members 
Entering Unmasked Estep 
Score: -26992152.000000 Penalty: 6036.684570
	Iteration 47Q: 3 clusters Score -2.699215e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 190098 members 
Entering Unmasked Estep 
Score: -26992136.000000 Penalty: 6036.684570
	Iteration 48Q: 3 clusters Score -2.699214e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 190243 members 
Entering Unmasked Estep 
Score: -26992088.000000 Penalty: 6036.684570
	Iteration 49Q: 3 clusters Score -2.699209e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 190386 members 
Entering Unmasked Estep 
Score: -26992006.000000 Penalty: 6036.684570
	Iteration 50Q: 3 clusters Score -2.699201e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 190507 members 
Entering Unmasked Estep 
Score: -26992030.000000 Penalty: 6036.684570
	Iteration 51Q: 3 clusters Score -2.699203e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 190633 members 
Entering Unmasked Estep 
Score: -26992004.000000 Penalty: 6036.684570
	Iteration 52Q: 3 clusters Score -2.6992e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 190750 members 
Entering Unmasked Estep 
Score: -26991980.000000 Penalty: 6036.684570
	Iteration 53Q: 3 clusters Score -2.699198e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 190852 members 
Entering Unmasked Estep 
Score: -26991986.000000 Penalty: 6036.684570
	Iteration 54Q: 3 clusters Score -2.699199e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 190956 members 
Entering Unmasked Estep 
Score: -26991980.000000 Penalty: 6036.684570
	Iteration 55Q: 3 clusters Score -2.699198e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 191066 members 
Entering Unmasked Estep 
Score: -26991968.000000 Penalty: 6036.684570
	Iteration 56Q: 3 clusters Score -2.699197e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 191157 members 
Entering Unmasked Estep 
Score: -26991934.000000 Penalty: 6036.684570
	Iteration 57Q: 3 clusters Score -2.699193e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 191246 members 
Entering Unmasked Estep 
Score: -26991890.000000 Penalty: 6036.684570
	Iteration 58Q: 3 clusters Score -2.699189e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 191317 members 
Entering Unmasked Estep 
Score: -26991872.000000 Penalty: 6036.684570
	Iteration 59Q: 3 clusters Score -2.699187e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 191382 members 
Entering Unmasked Estep 
Score: -26991888.000000 Penalty: 6036.684570
	Iteration 60F: 3 clusters Score -2.699189e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 191433 members 
Entering Unmasked Estep 
Score: -26991896.000000 Penalty: 6036.684570
	Iteration 61Q: 3 clusters Score -2.69919e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 191476 members 
Entering Unmasked Estep 
Score: -26991948.000000 Penalty: 6036.684570
	Iteration 62Q: 3 clusters Score -2.699195e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 191509 members 
Entering Unmasked Estep 
Score: -26991886.000000 Penalty: 6036.684570
	Iteration 63Q: 3 clusters Score -2.699189e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 191542 members 
Entering Unmasked Estep 
Score: -26991896.000000 Penalty: 6036.684570
	Iteration 64Q: 3 clusters Score -2.69919e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 191569 members 
Entering Unmasked Estep 
Score: -26991900.000000 Penalty: 6036.684570
	Iteration 65Q: 3 clusters Score -2.69919e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 191600 members 
Entering Unmasked Estep 
Score: -26991912.000000 Penalty: 6036.684570
	Iteration 66Q: 3 clusters Score -2.699191e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 191628 members 
Entering Unmasked Estep 
Score: -26991924.000000 Penalty: 6036.684570
	Iteration 67Q: 3 clusters Score -2.699192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 191651 members 
Entering Unmasked Estep 
Score: -26991912.000000 Penalty: 6036.684570
	Iteration 68Q: 3 clusters Score -2.699191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 191672 members 
Entering Unmasked Estep 
Score: -26991912.000000 Penalty: 6036.684570
	Iteration 69Q: 3 clusters Score -2.699191e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 191698 members 
Entering Unmasked Estep 
Score: -26991878.000000 Penalty: 6036.684570
	Iteration 70Q: 3 clusters Score -2.699188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 191716 members 
Entering Unmasked Estep 
Score: -26991876.000000 Penalty: 6036.684570
	Iteration 71Q: 3 clusters Score -2.699188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 191728 members 
Entering Unmasked Estep 
Score: -26991828.000000 Penalty: 6036.684570
	Iteration 72Q: 3 clusters Score -2.699183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 191740 members 
Entering Unmasked Estep 
Score: -26991838.000000 Penalty: 6036.684570
	Iteration 73Q: 3 clusters Score -2.699184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 191750 members 
Entering Unmasked Estep 
Score: -26991848.000000 Penalty: 6036.684570
	Iteration 74Q: 3 clusters Score -2.699185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 191762 members 
Entering Unmasked Estep 
Score: -26991850.000000 Penalty: 6036.684570
	Iteration 75Q: 3 clusters Score -2.699185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 191770 members 
Entering Unmasked Estep 
Score: -26991854.000000 Penalty: 6036.684570
	Iteration 76Q: 3 clusters Score -2.699185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 191776 members 
Entering Unmasked Estep 
Score: -26991846.000000 Penalty: 6036.684570
	Iteration 77Q: 3 clusters Score -2.699185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 191787 members 
Entering Unmasked Estep 
Score: -26991834.000000 Penalty: 6036.684570
	Iteration 78Q: 3 clusters Score -2.699183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 191796 members 
Entering Unmasked Estep 
Score: -26991822.000000 Penalty: 6036.684570
	Iteration 79Q: 3 clusters Score -2.699182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 191803 members 
Entering Unmasked Estep 
Score: -26991814.000000 Penalty: 6036.684570
	Iteration 80F: 3 clusters Score -2.699181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 191811 members 
Entering Unmasked Estep 
Score: -26991826.000000 Penalty: 6036.684570
	Iteration 81Q: 3 clusters Score -2.699183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 191815 members 
Entering Unmasked Estep 
Score: -26991822.000000 Penalty: 6036.684570
	Iteration 82Q: 3 clusters Score -2.699182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 191818 members 
Entering Unmasked Estep 
Score: -26991822.000000 Penalty: 6036.684570
	Iteration 83Q: 3 clusters Score -2.699182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 191822 members 
Entering Unmasked Estep 
Score: -26991820.000000 Penalty: 6036.684570
	Iteration 84Q: 3 clusters Score -2.699182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 191825 members 
Entering Unmasked Estep 
Score: -26991814.000000 Penalty: 6036.684570
	Iteration 85Q: 3 clusters Score -2.699181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 191829 members 
Entering Unmasked Estep 
Score: -26991808.000000 Penalty: 6036.684570
	Iteration 86Q: 3 clusters Score -2.699181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 191833 members 
Entering Unmasked Estep 
Score: -26991820.000000 Penalty: 6036.684570
	Iteration 87Q: 3 clusters Score -2.699182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 191835 members 
Entering Unmasked Estep 
Score: -26991828.000000 Penalty: 6036.684570
	Iteration 88Q: 3 clusters Score -2.699183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 191840 members 
Entering Unmasked Estep 
Score: -26991812.000000 Penalty: 6036.684570
	Iteration 89Q: 3 clusters Score -2.699181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 191847 members 
Entering Unmasked Estep 
Score: -26991822.000000 Penalty: 6036.684570
	Iteration 90Q: 3 clusters Score -2.699182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 191851 members 
Entering Unmasked Estep 
Score: -26991808.000000 Penalty: 6036.684570
	Iteration 91Q: 3 clusters Score -2.699181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 191854 members 
Entering Unmasked Estep 
Score: -26991800.000000 Penalty: 6036.684570
	Iteration 92Q: 3 clusters Score -2.69918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 191855 members 
Entering Unmasked Estep 
Score: -26991816.000000 Penalty: 6036.684570
	Iteration 93Q: 3 clusters Score -2.699182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 191857 members 
Entering Unmasked Estep 
Score: -26991810.000000 Penalty: 6036.684570
	Iteration 94Q: 3 clusters Score -2.699181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 191862 members 
Entering Unmasked Estep 
Score: -26991804.000000 Penalty: 6036.684570
	Iteration 95Q: 3 clusters Score -2.69918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 191868 members 
Entering Unmasked Estep 
Score: -26991822.000000 Penalty: 6036.684570
	Iteration 96Q: 3 clusters Score -2.699182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 191878 members 
Entering Unmasked Estep 
Score: -26991804.000000 Penalty: 6036.684570
	Iteration 97Q: 3 clusters Score -2.69918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 191889 members 
Entering Unmasked Estep 
Score: -26991836.000000 Penalty: 6036.684570
	Iteration 98Q: 3 clusters Score -2.699184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 191897 members 
Entering Unmasked Estep 
Score: -26991810.000000 Penalty: 6036.684570
	Iteration 99Q: 3 clusters Score -2.699181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 191903 members 
Entering Unmasked Estep 
Score: -26991798.000000 Penalty: 6036.684570
	Iteration 100F: 3 clusters Score -2.69918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 191909 members 
Entering Unmasked Estep 
Score: -26991834.000000 Penalty: 6036.684570
	Iteration 101Q: 3 clusters Score -2.699183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 191919 members 
Entering Unmasked Estep 
Score: -26991836.000000 Penalty: 6036.684570
	Iteration 102Q: 3 clusters Score -2.699184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 191924 members 
Entering Unmasked Estep 
Score: -26991830.000000 Penalty: 6036.684570
	Iteration 103Q: 3 clusters Score -2.699183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 191925 members 
Entering Unmasked Estep 
Score: -26991828.000000 Penalty: 6036.684570
	Iteration 104Q: 3 clusters Score -2.699183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 191927 members 
Entering Unmasked Estep 
Score: -26991846.000000 Penalty: 6036.684570
	Iteration 105Q: 3 clusters Score -2.699185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 191928 members 
Entering Unmasked Estep 
Score: -26991816.000000 Penalty: 6036.684570
	Iteration 106Q: 3 clusters Score -2.699182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 191930 members 
Entering Unmasked Estep 
Score: -26991816.000000 Penalty: 6036.684570
	Iteration 107Q: 3 clusters Score -2.699182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 191932 members 
Entering Unmasked Estep 
Score: -26991818.000000 Penalty: 6036.684570
	Iteration 108Q: 3 clusters Score -2.699182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 191933 members 
Entering Unmasked Estep 
Score: -26991824.000000 Penalty: 6036.684570
	Iteration 109Q: 3 clusters Score -2.699182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 191934 members 
Entering Unmasked Estep 
Score: -26991806.000000 Penalty: 6036.684570
	Iteration 110Q: 3 clusters Score -2.699181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 191934 members 
Entering Unmasked Estep 
Score: -26991806.000000 Penalty: 6036.684570
	Iteration 111F: 3 clusters Score -2.699181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Entering Unmasked Estep 
Score: -7010505.000000 Penalty: 2678.451660
	Iteration 0F: 2 clusters Score -7010505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -6977393.000000 Penalty: 5356.903320
	Iteration 0F: 3 clusters Score -6977393 nChanged 22685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -6990084.000000 Penalty: 5356.903320
	Iteration 1F: 3 clusters Score -6990084 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -6990513.500000 Penalty: 5356.903320
	Iteration 2Q: 3 clusters Score -6990514 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -6990904.000000 Penalty: 5356.903320
	Iteration 3Q: 3 clusters Score -6990904 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -6991268.000000 Penalty: 5356.903320
	Iteration 4Q: 3 clusters Score -6991268 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -6991648.000000 Penalty: 5356.903320
	Iteration 5Q: 3 clusters Score -6991648 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -6992080.500000 Penalty: 5356.903320
	Iteration 6Q: 3 clusters Score -6992080 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -6992551.000000 Penalty: 5356.903320
	Iteration 7Q: 3 clusters Score -6992551 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -6993177.500000 Penalty: 5356.903320
	Iteration 8Q: 3 clusters Score -6993178 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -6993939.500000 Penalty: 5356.903320
	Iteration 9Q: 3 clusters Score -6993940 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -6995015.000000 Penalty: 5356.903320
	Iteration 10Q: 3 clusters Score -6995015 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -6996374.000000 Penalty: 5356.903320
	Iteration 11Q: 3 clusters Score -6996374 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -6997977.500000 Penalty: 5356.903320
	Iteration 12F: 3 clusters Score -6997978 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -6999652.000000 Penalty: 5356.903320
	Iteration 13F: 3 clusters Score -6999652 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -7000875.000000 Penalty: 5356.903320
	Iteration 14Q: 3 clusters Score -7000875 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -7001454.500000 Penalty: 5356.903320
	Iteration 15Q: 3 clusters Score -7001454 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -7001726.500000 Penalty: 5356.903320
	Iteration 16Q: 3 clusters Score -7001726 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -7001836.000000 Penalty: 5356.903320
	Iteration 17Q: 3 clusters Score -7001836 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -7001943.500000 Penalty: 5356.903320
	Iteration 18Q: 3 clusters Score -7001944 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -7002048.500000 Penalty: 5356.903320
	Iteration 19Q: 3 clusters Score -7002048 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -7002095.500000 Penalty: 5356.903320
	Iteration 20F: 3 clusters Score -7002096 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -7002127.000000 Penalty: 5356.903320
	Iteration 21Q: 3 clusters Score -7002127 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -7002178.500000 Penalty: 5356.903320
	Iteration 22Q: 3 clusters Score -7002178 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -7002194.500000 Penalty: 5356.903320
	Iteration 23Q: 3 clusters Score -7002194 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -7002208.000000 Penalty: 5356.903320
	Iteration 24Q: 3 clusters Score -7002208 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -7002263.500000 Penalty: 5356.903320
	Iteration 25Q: 3 clusters Score -7002264 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -7002297.500000 Penalty: 5356.903320
	Iteration 26Q: 3 clusters Score -7002298 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -7002304.000000 Penalty: 5356.903320
	Iteration 27Q: 3 clusters Score -7002304 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -7002336.500000 Penalty: 5356.903320
	Iteration 28Q: 3 clusters Score -7002336 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -7002358.000000 Penalty: 5356.903320
	Iteration 29Q: 3 clusters Score -7002358 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -7002392.500000 Penalty: 5356.903320
	Iteration 30Q: 3 clusters Score -7002392 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -7002386.500000 Penalty: 5356.903320
	Iteration 31Q: 3 clusters Score -7002386 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -7002418.000000 Penalty: 5356.903320
	Iteration 32Q: 3 clusters Score -7002418 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -7002435.500000 Penalty: 5356.903320
	Iteration 33Q: 3 clusters Score -7002436 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -7002471.000000 Penalty: 5356.903320
	Iteration 34Q: 3 clusters Score -7002471 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -7002495.500000 Penalty: 5356.903320
	Iteration 35Q: 3 clusters Score -7002496 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -7002480.500000 Penalty: 5356.903320
	Iteration 36Q: 3 clusters Score -7002480 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -7002513.500000 Penalty: 5356.903320
	Iteration 37Q: 3 clusters Score -7002514 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -7002529.000000 Penalty: 5356.903320
	Iteration 38Q: 3 clusters Score -7002529 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -7002544.000000 Penalty: 5356.903320
	Iteration 39Q: 3 clusters Score -7002544 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -7002575.000000 Penalty: 5356.903320
	Iteration 40F: 3 clusters Score -7002575 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -7002601.500000 Penalty: 5356.903320
	Iteration 41Q: 3 clusters Score -7002602 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -7002638.500000 Penalty: 5356.903320
	Iteration 42Q: 3 clusters Score -7002638 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -7002657.000000 Penalty: 5356.903320
	Iteration 43Q: 3 clusters Score -7002657 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -7002656.000000 Penalty: 5356.903320
	Iteration 44Q: 3 clusters Score -7002656 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -7002667.500000 Penalty: 5356.903320
	Iteration 45Q: 3 clusters Score -7002668 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -7002674.000000 Penalty: 5356.903320
	Iteration 46Q: 3 clusters Score -7002674 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -7002678.000000 Penalty: 5356.903320
	Iteration 47Q: 3 clusters Score -7002678 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -7002684.500000 Penalty: 5356.903320
	Iteration 48Q: 3 clusters Score -7002684 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -7002719.000000 Penalty: 5356.903320
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 23524 members 
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Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 23426 members 
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Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 23041 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 22851 members 
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Mstep: Class 1 contains 26277 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 22372 members 
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Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 19029 members 
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Mstep: Class 1 contains 30296 members 
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Score: -7008240.500000 Penalty: 5356.903320
	Iteration 142Q: 3 clusters Score -7008240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7008243.500000 Penalty: 5356.903320
	Iteration 143Q: 3 clusters Score -7008244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7008240.000000 Penalty: 5356.903320
	Iteration 144Q: 3 clusters Score -7008240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7008251.000000 Penalty: 5356.903320
	Iteration 145Q: 3 clusters Score -7008251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7008247.000000 Penalty: 5356.903320
	Iteration 146Q: 3 clusters Score -7008247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7008258.500000 Penalty: 5356.903320
	Iteration 147Q: 3 clusters Score -7008258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7008250.500000 Penalty: 5356.903320
	Iteration 148Q: 3 clusters Score -7008250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7008258.000000 Penalty: 5356.903320
	Iteration 149Q: 3 clusters Score -7008258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7008255.500000 Penalty: 5356.903320
	Iteration 150Q: 3 clusters Score -7008256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7008257.500000 Penalty: 5356.903320
	Iteration 151Q: 3 clusters Score -7008258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7008266.500000 Penalty: 5356.903320
	Iteration 152Q: 3 clusters Score -7008266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7008272.000000 Penalty: 5356.903320
	Iteration 153Q: 3 clusters Score -7008272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7008276.500000 Penalty: 5356.903320
	Iteration 154Q: 3 clusters Score -7008276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7008275.500000 Penalty: 5356.903320
	Iteration 155Q: 3 clusters Score -7008276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7008278.500000 Penalty: 5356.903320
	Iteration 156Q: 3 clusters Score -7008278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7008275.500000 Penalty: 5356.903320
	Iteration 157Q: 3 clusters Score -7008276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7008275.000000 Penalty: 5356.903320
	Iteration 158Q: 3 clusters Score -7008275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7008277.000000 Penalty: 5356.903320
	Iteration 159Q: 3 clusters Score -7008277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7008278.500000 Penalty: 5356.903320
	Iteration 160F: 3 clusters Score -7008278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7008277.500000 Penalty: 5356.903320
	Iteration 161Q: 3 clusters Score -7008278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7008281.500000 Penalty: 5356.903320
	Iteration 162Q: 3 clusters Score -7008282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7008287.000000 Penalty: 5356.903320
	Iteration 163Q: 3 clusters Score -7008287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7008289.000000 Penalty: 5356.903320
	Iteration 164Q: 3 clusters Score -7008289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7008286.000000 Penalty: 5356.903320
	Iteration 165Q: 3 clusters Score -7008286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7008285.000000 Penalty: 5356.903320
	Iteration 166Q: 3 clusters Score -7008285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7008284.000000 Penalty: 5356.903320
	Iteration 167Q: 3 clusters Score -7008284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7008282.500000 Penalty: 5356.903320
	Iteration 168Q: 3 clusters Score -7008282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7008287.500000 Penalty: 5356.903320
	Iteration 169Q: 3 clusters Score -7008288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7008285.500000 Penalty: 5356.903320
	Iteration 170Q: 3 clusters Score -7008286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7008285.500000 Penalty: 5356.903320
	Iteration 171F: 3 clusters Score -7008286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Entering Unmasked Estep 
Score: -1515477.625000 Penalty: 2301.105957
	Iteration 0F: 2 clusters Score -1515478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1507288.500000 Penalty: 4602.211914
	Iteration 0F: 3 clusters Score -1507288 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1509671.125000 Penalty: 4602.211914
	Iteration 1F: 3 clusters Score -1509671 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1509941.750000 Penalty: 4602.211914
	Iteration 2F: 3 clusters Score -1509942 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1510147.500000 Penalty: 4602.211914
	Iteration 3Q: 3 clusters Score -1510148 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1510313.500000 Penalty: 4602.211914
	Iteration 4Q: 3 clusters Score -1510314 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1510488.000000 Penalty: 4602.211914
	Iteration 5Q: 3 clusters Score -1510488 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1510690.500000 Penalty: 4602.211914
	Iteration 6Q: 3 clusters Score -1510690 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1510907.750000 Penalty: 4602.211914
	Iteration 7Q: 3 clusters Score -1510908 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1511134.000000 Penalty: 4602.211914
	Iteration 8Q: 3 clusters Score -1511134 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1511420.875000 Penalty: 4602.211914
	Iteration 9Q: 3 clusters Score -1511421 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1511815.375000 Penalty: 4602.211914
	Iteration 10Q: 3 clusters Score -1511815 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1512237.000000 Penalty: 4602.211914
	Iteration 11Q: 3 clusters Score -1512237 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1512616.375000 Penalty: 4602.211914
	Iteration 12Q: 3 clusters Score -1512616 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1512919.750000 Penalty: 4602.211914
	Iteration 13Q: 3 clusters Score -1512920 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1513133.250000 Penalty: 4602.211914
	Iteration 14Q: 3 clusters Score -1513133 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1513274.250000 Penalty: 4602.211914
	Iteration 15Q: 3 clusters Score -1513274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1513374.625000 Penalty: 4602.211914
	Iteration 16Q: 3 clusters Score -1513375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1513434.750000 Penalty: 4602.211914
	Iteration 17Q: 3 clusters Score -1513435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1513479.750000 Penalty: 4602.211914
	Iteration 18Q: 3 clusters Score -1513480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1513514.250000 Penalty: 4602.211914
	Iteration 19Q: 3 clusters Score -1513514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1513536.375000 Penalty: 4602.211914
	Iteration 20F: 3 clusters Score -1513536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1513562.125000 Penalty: 4602.211914
	Iteration 21Q: 3 clusters Score -1513562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1513575.500000 Penalty: 4602.211914
	Iteration 22Q: 3 clusters Score -1513576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1513583.000000 Penalty: 4602.211914
	Iteration 23Q: 3 clusters Score -1513583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1513587.875000 Penalty: 4602.211914
	Iteration 24Q: 3 clusters Score -1513588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1513595.500000 Penalty: 4602.211914
	Iteration 25Q: 3 clusters Score -1513596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1513599.125000 Penalty: 4602.211914
	Iteration 26Q: 3 clusters Score -1513599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1513598.250000 Penalty: 4602.211914
	Iteration 27Q: 3 clusters Score -1513598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1513601.500000 Penalty: 4602.211914
	Iteration 28Q: 3 clusters Score -1513602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1513604.250000 Penalty: 4602.211914
	Iteration 29Q: 3 clusters Score -1513604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1513604.000000 Penalty: 4602.211914
	Iteration 30Q: 3 clusters Score -1513604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1513606.750000 Penalty: 4602.211914
	Iteration 31Q: 3 clusters Score -1513607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1513607.375000 Penalty: 4602.211914
	Iteration 32Q: 3 clusters Score -1513607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1513607.375000 Penalty: 4602.211914
	Iteration 33F: 3 clusters Score -1513607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Entering Unmasked Estep 
Score: -6440312.000000 Penalty: 2658.138184
	Iteration 0F: 2 clusters Score -6440312 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 22635 members 
Entering Unmasked Estep 
Score: -6409960.500000 Penalty: 5316.276367
	Iteration 0F: 3 clusters Score -6409960 nChanged 20711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -6421143.000000 Penalty: 5316.276367
	Iteration 1F: 3 clusters Score -6421143 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -6421625.500000 Penalty: 5316.276367
	Iteration 2Q: 3 clusters Score -6421626 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -6422078.000000 Penalty: 5316.276367
	Iteration 3Q: 3 clusters Score -6422078 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -6422548.500000 Penalty: 5316.276367
	Iteration 4Q: 3 clusters Score -6422548 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -6423155.500000 Penalty: 5316.276367
	Iteration 5Q: 3 clusters Score -6423156 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -6423888.000000 Penalty: 5316.276367
	Iteration 6Q: 3 clusters Score -6423888 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -6425036.000000 Penalty: 5316.276367
	Iteration 7F: 3 clusters Score -6425036 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -6426875.500000 Penalty: 5316.276367
	Iteration 8F: 3 clusters Score -6426876 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -6429558.500000 Penalty: 5316.276367
	Iteration 9F: 3 clusters Score -6429558 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -6432664.500000 Penalty: 5316.276367
	Iteration 10F: 3 clusters Score -6432664 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -6435096.500000 Penalty: 5316.276367
	Iteration 11F: 3 clusters Score -6435096 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -6436583.000000 Penalty: 5316.276367
	Iteration 12Q: 3 clusters Score -6436583 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -6437350.000000 Penalty: 5316.276367
	Iteration 13Q: 3 clusters Score -6437350 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -6437726.000000 Penalty: 5316.276367
	Iteration 14Q: 3 clusters Score -6437726 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -6437902.000000 Penalty: 5316.276367
	Iteration 15Q: 3 clusters Score -6437902 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -6438000.500000 Penalty: 5316.276367
	Iteration 16Q: 3 clusters Score -6438000 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -6438066.000000 Penalty: 5316.276367
	Iteration 17Q: 3 clusters Score -6438066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -6438115.000000 Penalty: 5316.276367
	Iteration 18Q: 3 clusters Score -6438115 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -6438164.000000 Penalty: 5316.276367
	Iteration 19Q: 3 clusters Score -6438164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -6438169.500000 Penalty: 5316.276367
	Iteration 20F: 3 clusters Score -6438170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -6438178.000000 Penalty: 5316.276367
	Iteration 21Q: 3 clusters Score -6438178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -6438187.000000 Penalty: 5316.276367
	Iteration 22Q: 3 clusters Score -6438187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -6438194.000000 Penalty: 5316.276367
	Iteration 23Q: 3 clusters Score -6438194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -6438210.500000 Penalty: 5316.276367
	Iteration 24Q: 3 clusters Score -6438210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -6438225.500000 Penalty: 5316.276367
	Iteration 25Q: 3 clusters Score -6438226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -6438227.000000 Penalty: 5316.276367
	Iteration 26Q: 3 clusters Score -6438227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -6438236.000000 Penalty: 5316.276367
	Iteration 27Q: 3 clusters Score -6438236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -6438233.000000 Penalty: 5316.276367
	Iteration 28Q: 3 clusters Score -6438233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -6438231.500000 Penalty: 5316.276367
	Iteration 29Q: 3 clusters Score -6438232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -6438229.500000 Penalty: 5316.276367
	Iteration 30Q: 3 clusters Score -6438230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -6438239.500000 Penalty: 5316.276367
	Iteration 31Q: 3 clusters Score -6438240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -6438240.000000 Penalty: 5316.276367
	Iteration 32Q: 3 clusters Score -6438240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -6438242.000000 Penalty: 5316.276367
	Iteration 33Q: 3 clusters Score -6438242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -6438242.000000 Penalty: 5316.276367
	Iteration 34F: 3 clusters Score -6438242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -201705.000000 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -201705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -199439.031250 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -199439 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -199852.515625 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -199852.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -200041.234375 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -200041.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -200288.203125 Penalty: 3610.199951
	Iteration 3F: 3 clusters Score -200288.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -200462.640625 Penalty: 3610.199951
	Iteration 4F: 3 clusters Score -200462.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -200589.906250 Penalty: 3610.199951
	Iteration 5F: 3 clusters Score -200589.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -200677.984375 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -200678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -200738.921875 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -200738.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -200796.828125 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -200796.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -200854.468750 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -200854.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -200875.828125 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -200875.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -200904.359375 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -200904.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -200919.562500 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -200919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -200931.734375 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -200931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -200935.453125 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -200935.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -200937.750000 Penalty: 3610.199951
	Iteration 15Q: 3 clusters Score -200937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -200939.671875 Penalty: 3610.199951
	Iteration 16Q: 3 clusters Score -200939.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -200941.703125 Penalty: 3610.199951
	Iteration 17Q: 3 clusters Score -200941.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -200942.796875 Penalty: 3610.199951
	Iteration 18Q: 3 clusters Score -200942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -200943.843750 Penalty: 3610.199951
	Iteration 19Q: 3 clusters Score -200943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -200944.500000 Penalty: 3610.199951
	Iteration 20F: 3 clusters Score -200944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -200948.359375 Penalty: 3610.199951
	Iteration 21Q: 3 clusters Score -200948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -200951.093750 Penalty: 3610.199951
	Iteration 22Q: 3 clusters Score -200951.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -200952.328125 Penalty: 3610.199951
	Iteration 23Q: 3 clusters Score -200952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -200953.796875 Penalty: 3610.199951
	Iteration 24Q: 3 clusters Score -200953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -200953.796875 Penalty: 3610.199951
	Iteration 25F: 3 clusters Score -200953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -170047.203125 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -170047.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -167976.328125 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -167976.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -169061.656250 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -169061.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -169982.109375 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -169982.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -170916.421875 Penalty: 3617.674072
	Iteration 3F: 3 clusters Score -170916.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -171543.640625 Penalty: 3617.674072
	Iteration 4F: 3 clusters Score -171543.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -171764.109375 Penalty: 3617.674072
	Iteration 5F: 3 clusters Score -171764.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -171899.984375 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -171900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -171967.390625 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -171967.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -172022.734375 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -172022.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -172064.859375 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -172064.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -172119.156250 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -172119.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -172224.250000 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -172224.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -172323.875000 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -172323.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -172374.515625 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -172374.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -172415.343750 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -172415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -172429.531250 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -172429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -172435.078125 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -172435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -172441.406250 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -172441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -172446.593750 Penalty: 3617.674072
	Iteration 18Q: 3 clusters Score -172446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -172448.500000 Penalty: 3617.674072
	Iteration 19F: 3 clusters Score -172448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -172465.750000 Penalty: 3617.674072
	Iteration 20F: 3 clusters Score -172465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -172468.593750 Penalty: 3617.674072
	Iteration 21Q: 3 clusters Score -172468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -172486.578125 Penalty: 3617.674072
	Iteration 22Q: 3 clusters Score -172486.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -172527.421875 Penalty: 3617.674072
	Iteration 23Q: 3 clusters Score -172527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -172539.640625 Penalty: 3617.674072
	Iteration 24Q: 3 clusters Score -172539.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -172579.640625 Penalty: 3617.674072
	Iteration 25Q: 3 clusters Score -172579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -172635.156250 Penalty: 3617.674072
	Iteration 26Q: 3 clusters Score -172635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -172757.031250 Penalty: 3617.674072
	Iteration 27Q: 3 clusters Score -172757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -172762.062500 Penalty: 3617.674072
	Iteration 28Q: 3 clusters Score -172762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -172763.468750 Penalty: 3617.674072
	Iteration 29Q: 3 clusters Score -172763.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -172764.953125 Penalty: 3617.674072
	Iteration 30Q: 3 clusters Score -172765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -172764.953125 Penalty: 3617.674072
	Iteration 31F: 3 clusters Score -172765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 193056 members 
Mstep: Class 5 contains 49031 members 
Mstep: Class 6 contains 10707 members 
Mstep: Class 7 contains 45175 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 137484 members 
Mstep: Class 11 contains 181308 members 
Mstep: Class 12 contains 84798 members 
Mstep: Class 13 contains 1894 members 
Mstep: Class 14 contains 148279 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 27890 members 
Mstep: Class 18 contains 100884 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 9818 members 
Mstep: Class 22 contains 39440 members 
Entering Unmasked Estep 
Score: -146971312.000000 Penalty: 72245.875000
Splitting cluster 9 changes total score from -146967600.000000 to -146971312.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 10 (137484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137484 members 
Entering Unmasked Estep 
Score: -19453284.000000 Penalty: 2934.153076
	Iteration 0F: 2 clusters Score -1.945328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -19363228.000000 Penalty: 5868.306152
	Iteration 0F: 3 clusters Score -1.936323e+07 nChanged 65419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -19401364.000000 Penalty: 5868.306152
	Iteration 1F: 3 clusters Score -1.940136e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -19403210.000000 Penalty: 5868.306152
	Iteration 2Q: 3 clusters Score -1.940321e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -19405690.000000 Penalty: 5868.306152
	Iteration 3Q: 3 clusters Score -1.940569e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -19409104.000000 Penalty: 5868.306152
	Iteration 4Q: 3 clusters Score -1.94091e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -19413650.000000 Penalty: 5868.306152
	Iteration 5F: 3 clusters Score -1.941365e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -19418930.000000 Penalty: 5868.306152
	Iteration 6F: 3 clusters Score -1.941893e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -19424534.000000 Penalty: 5868.306152
	Iteration 7F: 3 clusters Score -1.942453e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -19429954.000000 Penalty: 5868.306152
	Iteration 8F: 3 clusters Score -1.942995e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -19434584.000000 Penalty: 5868.306152
	Iteration 9F: 3 clusters Score -1.943458e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94531 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -19437610.000000 Penalty: 5868.306152
	Iteration 10Q: 3 clusters Score -1.943761e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -19439258.000000 Penalty: 5868.306152
	Iteration 11Q: 3 clusters Score -1.943926e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97274 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -19440466.000000 Penalty: 5868.306152
	Iteration 12Q: 3 clusters Score -1.944047e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -19441564.000000 Penalty: 5868.306152
	Iteration 13Q: 3 clusters Score -1.944156e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -19442544.000000 Penalty: 5868.306152
	Iteration 14Q: 3 clusters Score -1.944254e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100523 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -19443346.000000 Penalty: 5868.306152
	Iteration 15Q: 3 clusters Score -1.944335e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101436 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -19444268.000000 Penalty: 5868.306152
	Iteration 16Q: 3 clusters Score -1.944427e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -19444856.000000 Penalty: 5868.306152
	Iteration 17Q: 3 clusters Score -1.944486e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -19445340.000000 Penalty: 5868.306152
	Iteration 18Q: 3 clusters Score -1.944534e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -19445778.000000 Penalty: 5868.306152
	Iteration 19Q: 3 clusters Score -1.944578e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104724 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -19446290.000000 Penalty: 5868.306152
	Iteration 20F: 3 clusters Score -1.944629e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105464 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -19446604.000000 Penalty: 5868.306152
	Iteration 21Q: 3 clusters Score -1.94466e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106234 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -19446860.000000 Penalty: 5868.306152
	Iteration 22Q: 3 clusters Score -1.944686e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106943 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -19447084.000000 Penalty: 5868.306152
	Iteration 23Q: 3 clusters Score -1.944708e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -19447182.000000 Penalty: 5868.306152
	Iteration 24Q: 3 clusters Score -1.944718e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108375 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -19447282.000000 Penalty: 5868.306152
	Iteration 25Q: 3 clusters Score -1.944728e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -19447464.000000 Penalty: 5868.306152
	Iteration 26Q: 3 clusters Score -1.944746e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109762 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -19447678.000000 Penalty: 5868.306152
	Iteration 27Q: 3 clusters Score -1.944768e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -19447788.000000 Penalty: 5868.306152
	Iteration 28Q: 3 clusters Score -1.944779e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111035 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -19447956.000000 Penalty: 5868.306152
	Iteration 29Q: 3 clusters Score -1.944796e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111654 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -19448156.000000 Penalty: 5868.306152
	Iteration 30Q: 3 clusters Score -1.944816e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112282 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -19448274.000000 Penalty: 5868.306152
	Iteration 31Q: 3 clusters Score -1.944827e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112865 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -19448378.000000 Penalty: 5868.306152
	Iteration 32Q: 3 clusters Score -1.944838e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113428 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -19448476.000000 Penalty: 5868.306152
	Iteration 33Q: 3 clusters Score -1.944848e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113958 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -19448502.000000 Penalty: 5868.306152
	Iteration 34Q: 3 clusters Score -1.94485e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114451 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -19448570.000000 Penalty: 5868.306152
	Iteration 35Q: 3 clusters Score -1.944857e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -19448640.000000 Penalty: 5868.306152
	Iteration 36Q: 3 clusters Score -1.944864e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115413 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -19448740.000000 Penalty: 5868.306152
	Iteration 37Q: 3 clusters Score -1.944874e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115862 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -19448818.000000 Penalty: 5868.306152
	Iteration 38Q: 3 clusters Score -1.944882e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116308 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -19448860.000000 Penalty: 5868.306152
	Iteration 39Q: 3 clusters Score -1.944886e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116753 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -19448918.000000 Penalty: 5868.306152
	Iteration 40F: 3 clusters Score -1.944892e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117193 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -19449010.000000 Penalty: 5868.306152
	Iteration 41Q: 3 clusters Score -1.944901e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117610 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -19449042.000000 Penalty: 5868.306152
	Iteration 42Q: 3 clusters Score -1.944904e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -19449100.000000 Penalty: 5868.306152
	Iteration 43Q: 3 clusters Score -1.94491e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118423 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -19449148.000000 Penalty: 5868.306152
	Iteration 44Q: 3 clusters Score -1.944915e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118806 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -19449204.000000 Penalty: 5868.306152
	Iteration 45Q: 3 clusters Score -1.94492e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119129 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -19449278.000000 Penalty: 5868.306152
	Iteration 46Q: 3 clusters Score -1.944928e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119427 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -19449308.000000 Penalty: 5868.306152
	Iteration 47Q: 3 clusters Score -1.944931e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119732 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -19449312.000000 Penalty: 5868.306152
	Iteration 48Q: 3 clusters Score -1.944931e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120025 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -19449322.000000 Penalty: 5868.306152
	Iteration 49Q: 3 clusters Score -1.944932e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120333 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -19449376.000000 Penalty: 5868.306152
	Iteration 50Q: 3 clusters Score -1.944938e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120628 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -19449424.000000 Penalty: 5868.306152
	Iteration 51Q: 3 clusters Score -1.944942e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120932 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -19449448.000000 Penalty: 5868.306152
	Iteration 52Q: 3 clusters Score -1.944945e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121256 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -19449540.000000 Penalty: 5868.306152
	Iteration 53Q: 3 clusters Score -1.944954e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121611 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -19449666.000000 Penalty: 5868.306152
	Iteration 54Q: 3 clusters Score -1.944967e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121985 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -19449758.000000 Penalty: 5868.306152
	Iteration 55Q: 3 clusters Score -1.944976e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122311 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -19449880.000000 Penalty: 5868.306152
	Iteration 56Q: 3 clusters Score -1.944988e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122648 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -19449924.000000 Penalty: 5868.306152
	Iteration 57Q: 3 clusters Score -1.944992e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122982 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -19449944.000000 Penalty: 5868.306152
	Iteration 58Q: 3 clusters Score -1.944994e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123307 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -19449960.000000 Penalty: 5868.306152
	Iteration 59Q: 3 clusters Score -1.944996e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123625 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -19450034.000000 Penalty: 5868.306152
	Iteration 60F: 3 clusters Score -1.945003e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123918 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -19450050.000000 Penalty: 5868.306152
	Iteration 61Q: 3 clusters Score -1.945005e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124208 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -19450162.000000 Penalty: 5868.306152
	Iteration 62Q: 3 clusters Score -1.945016e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124488 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -19450190.000000 Penalty: 5868.306152
	Iteration 63Q: 3 clusters Score -1.945019e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124748 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -19450238.000000 Penalty: 5868.306152
	Iteration 64Q: 3 clusters Score -1.945024e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125012 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -19450288.000000 Penalty: 5868.306152
	Iteration 65Q: 3 clusters Score -1.945029e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125265 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -19450350.000000 Penalty: 5868.306152
	Iteration 66Q: 3 clusters Score -1.945035e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125554 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -19450394.000000 Penalty: 5868.306152
	Iteration 67Q: 3 clusters Score -1.945039e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125837 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -19450464.000000 Penalty: 5868.306152
	Iteration 68Q: 3 clusters Score -1.945046e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126085 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -19450520.000000 Penalty: 5868.306152
	Iteration 69Q: 3 clusters Score -1.945052e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126348 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -19450514.000000 Penalty: 5868.306152
	Iteration 70Q: 3 clusters Score -1.945051e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126598 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -19450582.000000 Penalty: 5868.306152
	Iteration 71Q: 3 clusters Score -1.945058e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126824 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -19450620.000000 Penalty: 5868.306152
	Iteration 72Q: 3 clusters Score -1.945062e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127047 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -19450636.000000 Penalty: 5868.306152
	Iteration 73Q: 3 clusters Score -1.945064e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127281 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -19450678.000000 Penalty: 5868.306152
	Iteration 74Q: 3 clusters Score -1.945068e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127524 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -19450674.000000 Penalty: 5868.306152
	Iteration 75Q: 3 clusters Score -1.945067e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127772 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -19450754.000000 Penalty: 5868.306152
	Iteration 76Q: 3 clusters Score -1.945075e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127996 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -19450790.000000 Penalty: 5868.306152
	Iteration 77Q: 3 clusters Score -1.945079e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128210 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -19450790.000000 Penalty: 5868.306152
	Iteration 78Q: 3 clusters Score -1.945079e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128430 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -19450836.000000 Penalty: 5868.306152
	Iteration 79Q: 3 clusters Score -1.945084e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128615 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -19450898.000000 Penalty: 5868.306152
	Iteration 80F: 3 clusters Score -1.94509e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128816 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -19450884.000000 Penalty: 5868.306152
	Iteration 81Q: 3 clusters Score -1.945088e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129016 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -19450960.000000 Penalty: 5868.306152
	Iteration 82Q: 3 clusters Score -1.945096e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129201 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -19451006.000000 Penalty: 5868.306152
	Iteration 83Q: 3 clusters Score -1.945101e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129393 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -19451020.000000 Penalty: 5868.306152
	Iteration 84Q: 3 clusters Score -1.945102e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129588 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -19451044.000000 Penalty: 5868.306152
	Iteration 85Q: 3 clusters Score -1.945104e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -19451020.000000 Penalty: 5868.306152
	Iteration 86Q: 3 clusters Score -1.945102e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129958 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -19451056.000000 Penalty: 5868.306152
	Iteration 87Q: 3 clusters Score -1.945106e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -19451100.000000 Penalty: 5868.306152
	Iteration 88Q: 3 clusters Score -1.94511e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130333 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -19451188.000000 Penalty: 5868.306152
	Iteration 89Q: 3 clusters Score -1.945119e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130489 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -19451198.000000 Penalty: 5868.306152
	Iteration 90Q: 3 clusters Score -1.94512e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130651 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -19451184.000000 Penalty: 5868.306152
	Iteration 91Q: 3 clusters Score -1.945118e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130788 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -19451196.000000 Penalty: 5868.306152
	Iteration 92Q: 3 clusters Score -1.94512e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130893 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -19451210.000000 Penalty: 5868.306152
	Iteration 93Q: 3 clusters Score -1.945121e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130997 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -19451238.000000 Penalty: 5868.306152
	Iteration 94Q: 3 clusters Score -1.945124e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131098 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -19451262.000000 Penalty: 5868.306152
	Iteration 95Q: 3 clusters Score -1.945126e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131202 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -19451266.000000 Penalty: 5868.306152
	Iteration 96Q: 3 clusters Score -1.945127e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131291 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -19451282.000000 Penalty: 5868.306152
	Iteration 97Q: 3 clusters Score -1.945128e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131379 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -19451342.000000 Penalty: 5868.306152
	Iteration 98Q: 3 clusters Score -1.945134e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131482 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -19451356.000000 Penalty: 5868.306152
	Iteration 99Q: 3 clusters Score -1.945136e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131573 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -19451388.000000 Penalty: 5868.306152
	Iteration 100F: 3 clusters Score -1.945139e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -19451440.000000 Penalty: 5868.306152
	Iteration 101Q: 3 clusters Score -1.945144e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131760 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -19451448.000000 Penalty: 5868.306152
	Iteration 102Q: 3 clusters Score -1.945145e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131849 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -19451480.000000 Penalty: 5868.306152
	Iteration 103Q: 3 clusters Score -1.945148e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131919 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -19451476.000000 Penalty: 5868.306152
	Iteration 104Q: 3 clusters Score -1.945148e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131976 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -19451490.000000 Penalty: 5868.306152
	Iteration 105Q: 3 clusters Score -1.945149e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132020 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -19451488.000000 Penalty: 5868.306152
	Iteration 106Q: 3 clusters Score -1.945149e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132070 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -19451508.000000 Penalty: 5868.306152
	Iteration 107Q: 3 clusters Score -1.945151e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132110 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -19451520.000000 Penalty: 5868.306152
	Iteration 108Q: 3 clusters Score -1.945152e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132142 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -19451488.000000 Penalty: 5868.306152
	Iteration 109Q: 3 clusters Score -1.945149e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132170 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -19451502.000000 Penalty: 5868.306152
	Iteration 110Q: 3 clusters Score -1.94515e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -19451518.000000 Penalty: 5868.306152
	Iteration 111Q: 3 clusters Score -1.945152e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132235 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -19451540.000000 Penalty: 5868.306152
	Iteration 112Q: 3 clusters Score -1.945154e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132262 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -19451532.000000 Penalty: 5868.306152
	Iteration 113Q: 3 clusters Score -1.945153e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132285 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -19451548.000000 Penalty: 5868.306152
	Iteration 114Q: 3 clusters Score -1.945155e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132311 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -19451532.000000 Penalty: 5868.306152
	Iteration 115Q: 3 clusters Score -1.945153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132327 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -19451532.000000 Penalty: 5868.306152
	Iteration 116Q: 3 clusters Score -1.945153e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132354 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -19451554.000000 Penalty: 5868.306152
	Iteration 117Q: 3 clusters Score -1.945155e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132381 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -19451540.000000 Penalty: 5868.306152
	Iteration 118Q: 3 clusters Score -1.945154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132403 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -19451550.000000 Penalty: 5868.306152
	Iteration 119Q: 3 clusters Score -1.945155e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132426 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -19451564.000000 Penalty: 5868.306152
	Iteration 120F: 3 clusters Score -1.945156e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132452 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -19451588.000000 Penalty: 5868.306152
	Iteration 121Q: 3 clusters Score -1.945159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132473 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -19451576.000000 Penalty: 5868.306152
	Iteration 122Q: 3 clusters Score -1.945158e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132502 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -19451602.000000 Penalty: 5868.306152
	Iteration 123Q: 3 clusters Score -1.94516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132527 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -19451622.000000 Penalty: 5868.306152
	Iteration 124Q: 3 clusters Score -1.945162e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132551 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -19451624.000000 Penalty: 5868.306152
	Iteration 125Q: 3 clusters Score -1.945162e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132582 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -19451634.000000 Penalty: 5868.306152
	Iteration 126Q: 3 clusters Score -1.945163e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132611 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -19451632.000000 Penalty: 5868.306152
	Iteration 127Q: 3 clusters Score -1.945163e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132627 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -19451648.000000 Penalty: 5868.306152
	Iteration 128Q: 3 clusters Score -1.945165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132643 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -19451646.000000 Penalty: 5868.306152
	Iteration 129Q: 3 clusters Score -1.945165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132659 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -19451658.000000 Penalty: 5868.306152
	Iteration 130Q: 3 clusters Score -1.945166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132676 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -19451664.000000 Penalty: 5868.306152
	Iteration 131Q: 3 clusters Score -1.945166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132690 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -19451652.000000 Penalty: 5868.306152
	Iteration 132Q: 3 clusters Score -1.945165e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132707 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -19451656.000000 Penalty: 5868.306152
	Iteration 133Q: 3 clusters Score -1.945166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132714 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -19451688.000000 Penalty: 5868.306152
	Iteration 134Q: 3 clusters Score -1.945169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132723 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -19451672.000000 Penalty: 5868.306152
	Iteration 135Q: 3 clusters Score -1.945167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132737 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -19451662.000000 Penalty: 5868.306152
	Iteration 136Q: 3 clusters Score -1.945166e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132750 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -19451696.000000 Penalty: 5868.306152
	Iteration 137Q: 3 clusters Score -1.94517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132760 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -19451688.000000 Penalty: 5868.306152
	Iteration 138Q: 3 clusters Score -1.945169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132768 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -19451678.000000 Penalty: 5868.306152
	Iteration 139Q: 3 clusters Score -1.945168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132766 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -19451674.000000 Penalty: 5868.306152
	Iteration 140F: 3 clusters Score -1.945167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132771 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -19451670.000000 Penalty: 5868.306152
	Iteration 141Q: 3 clusters Score -1.945167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132777 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -19451672.000000 Penalty: 5868.306152
	Iteration 142Q: 3 clusters Score -1.945167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132790 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -19451682.000000 Penalty: 5868.306152
	Iteration 143Q: 3 clusters Score -1.945168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132799 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -19451674.000000 Penalty: 5868.306152
	Iteration 144Q: 3 clusters Score -1.945167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132804 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -19451672.000000 Penalty: 5868.306152
	Iteration 145Q: 3 clusters Score -1.945167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132812 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -19451664.000000 Penalty: 5868.306152
	Iteration 146Q: 3 clusters Score -1.945166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132816 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -19451660.000000 Penalty: 5868.306152
	Iteration 147Q: 3 clusters Score -1.945166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132821 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -19451678.000000 Penalty: 5868.306152
	Iteration 148Q: 3 clusters Score -1.945168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132823 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -19451686.000000 Penalty: 5868.306152
	Iteration 149Q: 3 clusters Score -1.945169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132823 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -19451688.000000 Penalty: 5868.306152
	Iteration 150Q: 3 clusters Score -1.945169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132822 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -19451684.000000 Penalty: 5868.306152
	Iteration 151Q: 3 clusters Score -1.945168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132822 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -19451688.000000 Penalty: 5868.306152
	Iteration 152Q: 3 clusters Score -1.945169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132825 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -19451688.000000 Penalty: 5868.306152
	Iteration 153Q: 3 clusters Score -1.945169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132827 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -19451690.000000 Penalty: 5868.306152
	Iteration 154Q: 3 clusters Score -1.945169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132830 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -19451698.000000 Penalty: 5868.306152
	Iteration 155Q: 3 clusters Score -1.94517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132834 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -19451682.000000 Penalty: 5868.306152
	Iteration 156Q: 3 clusters Score -1.945168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132838 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -19451678.000000 Penalty: 5868.306152
	Iteration 157Q: 3 clusters Score -1.945168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132839 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -19451688.000000 Penalty: 5868.306152
	Iteration 158Q: 3 clusters Score -1.945169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132847 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -19451692.000000 Penalty: 5868.306152
	Iteration 159Q: 3 clusters Score -1.945169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -19451696.000000 Penalty: 5868.306152
	Iteration 160F: 3 clusters Score -1.94517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132859 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -19451692.000000 Penalty: 5868.306152
	Iteration 161Q: 3 clusters Score -1.945169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132869 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -19451686.000000 Penalty: 5868.306152
	Iteration 162Q: 3 clusters Score -1.945169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132878 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -19451700.000000 Penalty: 5868.306152
	Iteration 163Q: 3 clusters Score -1.94517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132884 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -19451690.000000 Penalty: 5868.306152
	Iteration 164Q: 3 clusters Score -1.945169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132884 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -19451690.000000 Penalty: 5868.306152
	Iteration 165Q: 3 clusters Score -1.945169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132881 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -19451708.000000 Penalty: 5868.306152
	Iteration 166Q: 3 clusters Score -1.945171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132882 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -19451710.000000 Penalty: 5868.306152
	Iteration 167Q: 3 clusters Score -1.945171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132886 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -19451706.000000 Penalty: 5868.306152
	Iteration 168Q: 3 clusters Score -1.945171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132897 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -19451696.000000 Penalty: 5868.306152
	Iteration 169Q: 3 clusters Score -1.94517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132913 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -19451736.000000 Penalty: 5868.306152
	Iteration 170Q: 3 clusters Score -1.945174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132924 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -19451744.000000 Penalty: 5868.306152
	Iteration 171Q: 3 clusters Score -1.945174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132932 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -19451766.000000 Penalty: 5868.306152
	Iteration 172Q: 3 clusters Score -1.945177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132931 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -19451758.000000 Penalty: 5868.306152
	Iteration 173Q: 3 clusters Score -1.945176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132936 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -19451746.000000 Penalty: 5868.306152
	Iteration 174Q: 3 clusters Score -1.945175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132939 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -19451742.000000 Penalty: 5868.306152
	Iteration 175Q: 3 clusters Score -1.945174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132946 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -19451752.000000 Penalty: 5868.306152
	Iteration 176Q: 3 clusters Score -1.945175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132955 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -19451752.000000 Penalty: 5868.306152
	Iteration 177Q: 3 clusters Score -1.945175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132962 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -19451748.000000 Penalty: 5868.306152
	Iteration 178Q: 3 clusters Score -1.945175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132965 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -19451754.000000 Penalty: 5868.306152
	Iteration 179Q: 3 clusters Score -1.945175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132969 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -19451756.000000 Penalty: 5868.306152
	Iteration 180F: 3 clusters Score -1.945176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132973 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -19451754.000000 Penalty: 5868.306152
	Iteration 181Q: 3 clusters Score -1.945175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132976 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -19451756.000000 Penalty: 5868.306152
	Iteration 182Q: 3 clusters Score -1.945176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132978 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -19451754.000000 Penalty: 5868.306152
	Iteration 183Q: 3 clusters Score -1.945175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132980 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -19451738.000000 Penalty: 5868.306152
	Iteration 184Q: 3 clusters Score -1.945174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132985 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -19451736.000000 Penalty: 5868.306152
	Iteration 185Q: 3 clusters Score -1.945174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132992 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -19451744.000000 Penalty: 5868.306152
	Iteration 186Q: 3 clusters Score -1.945174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132995 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -19451722.000000 Penalty: 5868.306152
	Iteration 187Q: 3 clusters Score -1.945172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132995 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -19451712.000000 Penalty: 5868.306152
	Iteration 188Q: 3 clusters Score -1.945171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132995 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -19451708.000000 Penalty: 5868.306152
	Iteration 189Q: 3 clusters Score -1.945171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132995 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -19451708.000000 Penalty: 5868.306152
	Iteration 190F: 3 clusters Score -1.945171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (181308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181308 members 
Entering Unmasked Estep 
Score: -25759440.000000 Penalty: 3002.772217
	Iteration 0F: 2 clusters Score -2.575944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -25663452.000000 Penalty: 6005.544434
	Iteration 0F: 3 clusters Score -2.566345e+07 nChanged 86996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -25713752.000000 Penalty: 6005.544434
	Iteration 1F: 3 clusters Score -2.571375e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -25714422.000000 Penalty: 6005.544434
	Iteration 2Q: 3 clusters Score -2.571442e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -25715152.000000 Penalty: 6005.544434
	Iteration 3Q: 3 clusters Score -2.571515e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Mstep: Class 2 contains 91253 members 
Entering Unmasked Estep 
Score: -25715998.000000 Penalty: 6005.544434
	Iteration 4Q: 3 clusters Score -2.5716e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89604 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -25716904.000000 Penalty: 6005.544434
	Iteration 5Q: 3 clusters Score -2.57169e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 92345 members 
Entering Unmasked Estep 
Score: -25718042.000000 Penalty: 6005.544434
	Iteration 6Q: 3 clusters Score -2.571804e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 93320 members 
Entering Unmasked Estep 
Score: -25719986.000000 Penalty: 6005.544434
	Iteration 7Q: 3 clusters Score -2.571999e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -25722082.000000 Penalty: 6005.544434
	Iteration 8Q: 3 clusters Score -2.572208e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85013 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -25725600.000000 Penalty: 6005.544434
	Iteration 9Q: 3 clusters Score -2.57256e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -25730174.000000 Penalty: 6005.544434
	Iteration 10Q: 3 clusters Score -2.573017e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 100423 members 
Entering Unmasked Estep 
Score: -25735962.000000 Penalty: 6005.544434
	Iteration 11F: 3 clusters Score -2.573596e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78630 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -25743110.000000 Penalty: 6005.544434
	Iteration 12F: 3 clusters Score -2.574311e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 104650 members 
Entering Unmasked Estep 
Score: -25749388.000000 Penalty: 6005.544434
	Iteration 13F: 3 clusters Score -2.574939e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -25753028.000000 Penalty: 6005.544434
	Iteration 14Q: 3 clusters Score -2.575303e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -25754490.000000 Penalty: 6005.544434
	Iteration 15Q: 3 clusters Score -2.575449e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 108635 members 
Entering Unmasked Estep 
Score: -25754864.000000 Penalty: 6005.544434
	Iteration 16Q: 3 clusters Score -2.575486e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -25755214.000000 Penalty: 6005.544434
	Iteration 17Q: 3 clusters Score -2.575521e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 110453 members 
Entering Unmasked Estep 
Score: -25755298.000000 Penalty: 6005.544434
	Iteration 18Q: 3 clusters Score -2.57553e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 111193 members 
Entering Unmasked Estep 
Score: -25755210.000000 Penalty: 6005.544434
	Iteration 19Q: 3 clusters Score -2.575521e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 111867 members 
Entering Unmasked Estep 
Score: -25755088.000000 Penalty: 6005.544434
	Iteration 20F: 3 clusters Score -2.575509e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 112481 members 
Entering Unmasked Estep 
Score: -25754934.000000 Penalty: 6005.544434
	Iteration 21Q: 3 clusters Score -2.575493e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -25754806.000000 Penalty: 6005.544434
	Iteration 22Q: 3 clusters Score -2.575481e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 113409 members 
Entering Unmasked Estep 
Score: -25754826.000000 Penalty: 6005.544434
	Iteration 23Q: 3 clusters Score -2.575483e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 113811 members 
Entering Unmasked Estep 
Score: -25754804.000000 Penalty: 6005.544434
	Iteration 24Q: 3 clusters Score -2.57548e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 114081 members 
Entering Unmasked Estep 
Score: -25754702.000000 Penalty: 6005.544434
	Iteration 25Q: 3 clusters Score -2.57547e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66993 members 
Mstep: Class 2 contains 114315 members 
Entering Unmasked Estep 
Score: -25754728.000000 Penalty: 6005.544434
	Iteration 26Q: 3 clusters Score -2.575473e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -25754606.000000 Penalty: 6005.544434
	Iteration 27Q: 3 clusters Score -2.575461e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 114616 members 
Entering Unmasked Estep 
Score: -25754602.000000 Penalty: 6005.544434
	Iteration 28Q: 3 clusters Score -2.57546e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 114649 members 
Entering Unmasked Estep 
Score: -25754436.000000 Penalty: 6005.544434
	Iteration 29Q: 3 clusters Score -2.575444e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 114642 members 
Entering Unmasked Estep 
Score: -25754444.000000 Penalty: 6005.544434
	Iteration 30Q: 3 clusters Score -2.575444e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 114595 members 
Entering Unmasked Estep 
Score: -25754460.000000 Penalty: 6005.544434
	Iteration 31Q: 3 clusters Score -2.575446e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 114481 members 
Entering Unmasked Estep 
Score: -25754456.000000 Penalty: 6005.544434
	Iteration 32Q: 3 clusters Score -2.575446e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 114348 members 
Entering Unmasked Estep 
Score: -25754498.000000 Penalty: 6005.544434
	Iteration 33Q: 3 clusters Score -2.57545e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 114188 members 
Entering Unmasked Estep 
Score: -25754456.000000 Penalty: 6005.544434
	Iteration 34Q: 3 clusters Score -2.575446e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 113973 members 
Entering Unmasked Estep 
Score: -25754428.000000 Penalty: 6005.544434
	Iteration 35Q: 3 clusters Score -2.575443e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 113714 members 
Entering Unmasked Estep 
Score: -25754438.000000 Penalty: 6005.544434
	Iteration 36Q: 3 clusters Score -2.575444e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 113469 members 
Entering Unmasked Estep 
Score: -25754294.000000 Penalty: 6005.544434
	Iteration 37Q: 3 clusters Score -2.575429e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 113135 members 
Entering Unmasked Estep 
Score: -25754276.000000 Penalty: 6005.544434
	Iteration 38Q: 3 clusters Score -2.575428e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 112790 members 
Entering Unmasked Estep 
Score: -25754258.000000 Penalty: 6005.544434
	Iteration 39Q: 3 clusters Score -2.575426e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 112424 members 
Entering Unmasked Estep 
Score: -25754210.000000 Penalty: 6005.544434
	Iteration 40F: 3 clusters Score -2.575421e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 112010 members 
Entering Unmasked Estep 
Score: -25754158.000000 Penalty: 6005.544434
	Iteration 41Q: 3 clusters Score -2.575416e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -25754198.000000 Penalty: 6005.544434
	Iteration 42Q: 3 clusters Score -2.57542e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 111079 members 
Entering Unmasked Estep 
Score: -25754158.000000 Penalty: 6005.544434
	Iteration 43Q: 3 clusters Score -2.575416e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 110506 members 
Entering Unmasked Estep 
Score: -25754234.000000 Penalty: 6005.544434
	Iteration 44Q: 3 clusters Score -2.575423e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71333 members 
Mstep: Class 2 contains 109975 members 
Entering Unmasked Estep 
Score: -25754200.000000 Penalty: 6005.544434
	Iteration 45Q: 3 clusters Score -2.57542e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 109440 members 
Entering Unmasked Estep 
Score: -25754118.000000 Penalty: 6005.544434
	Iteration 46Q: 3 clusters Score -2.575412e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -25754168.000000 Penalty: 6005.544434
	Iteration 47Q: 3 clusters Score -2.575417e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -25754212.000000 Penalty: 6005.544434
	Iteration 48Q: 3 clusters Score -2.575421e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73535 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -25754274.000000 Penalty: 6005.544434
	Iteration 49Q: 3 clusters Score -2.575427e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 107181 members 
Entering Unmasked Estep 
Score: -25754254.000000 Penalty: 6005.544434
	Iteration 50Q: 3 clusters Score -2.575425e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -25754286.000000 Penalty: 6005.544434
	Iteration 51Q: 3 clusters Score -2.575429e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 105977 members 
Entering Unmasked Estep 
Score: -25754378.000000 Penalty: 6005.544434
	Iteration 52Q: 3 clusters Score -2.575438e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -25754424.000000 Penalty: 6005.544434
	Iteration 53Q: 3 clusters Score -2.575442e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -25754464.000000 Penalty: 6005.544434
	Iteration 54Q: 3 clusters Score -2.575446e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 104014 members 
Entering Unmasked Estep 
Score: -25754514.000000 Penalty: 6005.544434
	Iteration 55Q: 3 clusters Score -2.575451e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77901 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -25754516.000000 Penalty: 6005.544434
	Iteration 56Q: 3 clusters Score -2.575452e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -25754498.000000 Penalty: 6005.544434
	Iteration 57Q: 3 clusters Score -2.57545e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79155 members 
Mstep: Class 2 contains 102153 members 
Entering Unmasked Estep 
Score: -25754556.000000 Penalty: 6005.544434
	Iteration 58Q: 3 clusters Score -2.575456e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 101523 members 
Entering Unmasked Estep 
Score: -25754454.000000 Penalty: 6005.544434
	Iteration 59Q: 3 clusters Score -2.575445e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -25754562.000000 Penalty: 6005.544434
	Iteration 60F: 3 clusters Score -2.575456e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 100182 members 
Entering Unmasked Estep 
Score: -25754754.000000 Penalty: 6005.544434
	Iteration 61Q: 3 clusters Score -2.575475e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 99451 members 
Entering Unmasked Estep 
Score: -25754848.000000 Penalty: 6005.544434
	Iteration 62Q: 3 clusters Score -2.575485e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
Score: -25754968.000000 Penalty: 6005.544434
	Iteration 63Q: 3 clusters Score -2.575497e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -25755052.000000 Penalty: 6005.544434
	Iteration 64Q: 3 clusters Score -2.575505e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84148 members 
Mstep: Class 2 contains 97160 members 
Entering Unmasked Estep 
Score: -25755336.000000 Penalty: 6005.544434
	Iteration 65Q: 3 clusters Score -2.575534e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84926 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -25755524.000000 Penalty: 6005.544434
	Iteration 66Q: 3 clusters Score -2.575552e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 95593 members 
Entering Unmasked Estep 
Score: -25755746.000000 Penalty: 6005.544434
	Iteration 67Q: 3 clusters Score -2.575575e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 94795 members 
Entering Unmasked Estep 
Score: -25755974.000000 Penalty: 6005.544434
	Iteration 68Q: 3 clusters Score -2.575597e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 94024 members 
Entering Unmasked Estep 
Score: -25756150.000000 Penalty: 6005.544434
	Iteration 69Q: 3 clusters Score -2.575615e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 93321 members 
Entering Unmasked Estep 
Score: -25756272.000000 Penalty: 6005.544434
	Iteration 70Q: 3 clusters Score -2.575627e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -25756544.000000 Penalty: 6005.544434
	Iteration 71Q: 3 clusters Score -2.575654e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89338 members 
Mstep: Class 2 contains 91970 members 
Entering Unmasked Estep 
Score: -25756754.000000 Penalty: 6005.544434
	Iteration 72Q: 3 clusters Score -2.575675e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -25756914.000000 Penalty: 6005.544434
	Iteration 73Q: 3 clusters Score -2.575691e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -25757152.000000 Penalty: 6005.544434
	Iteration 74Q: 3 clusters Score -2.575715e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91016 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -25757402.000000 Penalty: 6005.544434
	Iteration 75Q: 3 clusters Score -2.57574e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -25757710.000000 Penalty: 6005.544434
	Iteration 76Q: 3 clusters Score -2.575771e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92155 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -25757910.000000 Penalty: 6005.544434
	Iteration 77Q: 3 clusters Score -2.575791e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92606 members 
Mstep: Class 2 contains 88702 members 
Entering Unmasked Estep 
Score: -25758240.000000 Penalty: 6005.544434
	Iteration 78Q: 3 clusters Score -2.575824e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -25758542.000000 Penalty: 6005.544434
	Iteration 79Q: 3 clusters Score -2.575854e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 87958 members 
Entering Unmasked Estep 
Score: -25758748.000000 Penalty: 6005.544434
	Iteration 80F: 3 clusters Score -2.575875e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93658 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -25759070.000000 Penalty: 6005.544434
	Iteration 81Q: 3 clusters Score -2.575907e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -25759432.000000 Penalty: 6005.544434
	Iteration 82Q: 3 clusters Score -2.575943e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 86986 members 
Entering Unmasked Estep 
Score: -25759708.000000 Penalty: 6005.544434
	Iteration 83Q: 3 clusters Score -2.575971e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94584 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -25759910.000000 Penalty: 6005.544434
	Iteration 84Q: 3 clusters Score -2.575991e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -25760236.000000 Penalty: 6005.544434
	Iteration 85Q: 3 clusters Score -2.576024e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 86378 members 
Entering Unmasked Estep 
Score: -25760340.000000 Penalty: 6005.544434
	Iteration 86Q: 3 clusters Score -2.576034e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95016 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -25760474.000000 Penalty: 6005.544434
	Iteration 87Q: 3 clusters Score -2.576047e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95020 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -25760828.000000 Penalty: 6005.544434
	Iteration 88Q: 3 clusters Score -2.576083e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -25760962.000000 Penalty: 6005.544434
	Iteration 89Q: 3 clusters Score -2.576096e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -25760994.000000 Penalty: 6005.544434
	Iteration 90Q: 3 clusters Score -2.576099e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94659 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -25761032.000000 Penalty: 6005.544434
	Iteration 91Q: 3 clusters Score -2.576103e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94474 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -25761032.000000 Penalty: 6005.544434
	Iteration 92Q: 3 clusters Score -2.576103e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 87017 members 
Entering Unmasked Estep 
Score: -25761124.000000 Penalty: 6005.544434
	Iteration 93Q: 3 clusters Score -2.576112e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -25761184.000000 Penalty: 6005.544434
	Iteration 94Q: 3 clusters Score -2.576118e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93759 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -25761230.000000 Penalty: 6005.544434
	Iteration 95Q: 3 clusters Score -2.576123e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -25761290.000000 Penalty: 6005.544434
	Iteration 96Q: 3 clusters Score -2.576129e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -25761322.000000 Penalty: 6005.544434
	Iteration 97Q: 3 clusters Score -2.576132e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -25761306.000000 Penalty: 6005.544434
	Iteration 98Q: 3 clusters Score -2.576131e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -25761268.000000 Penalty: 6005.544434
	Iteration 99Q: 3 clusters Score -2.576127e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91697 members 
Mstep: Class 2 contains 89611 members 
Entering Unmasked Estep 
Score: -25761252.000000 Penalty: 6005.544434
	Iteration 100F: 3 clusters Score -2.576125e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -25761288.000000 Penalty: 6005.544434
	Iteration 101Q: 3 clusters Score -2.576129e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90653 members 
Mstep: Class 2 contains 90655 members 
Entering Unmasked Estep 
Score: -25761234.000000 Penalty: 6005.544434
	Iteration 102Q: 3 clusters Score -2.576123e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -25761208.000000 Penalty: 6005.544434
	Iteration 103Q: 3 clusters Score -2.576121e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
Score: -25761144.000000 Penalty: 6005.544434
	Iteration 104Q: 3 clusters Score -2.576114e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88704 members 
Mstep: Class 2 contains 92604 members 
Entering Unmasked Estep 
Score: -25761092.000000 Penalty: 6005.544434
	Iteration 105Q: 3 clusters Score -2.576109e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88019 members 
Mstep: Class 2 contains 93289 members 
Entering Unmasked Estep 
Score: -25761062.000000 Penalty: 6005.544434
	Iteration 106Q: 3 clusters Score -2.576106e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 93950 members 
Entering Unmasked Estep 
Score: -25761008.000000 Penalty: 6005.544434
	Iteration 107Q: 3 clusters Score -2.576101e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -25760978.000000 Penalty: 6005.544434
	Iteration 108Q: 3 clusters Score -2.576098e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86076 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -25760992.000000 Penalty: 6005.544434
	Iteration 109Q: 3 clusters Score -2.576099e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85444 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -25760912.000000 Penalty: 6005.544434
	Iteration 110Q: 3 clusters Score -2.576091e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -25760890.000000 Penalty: 6005.544434
	Iteration 111Q: 3 clusters Score -2.576089e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 97086 members 
Entering Unmasked Estep 
Score: -25760892.000000 Penalty: 6005.544434
	Iteration 112Q: 3 clusters Score -2.576089e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -25760862.000000 Penalty: 6005.544434
	Iteration 113Q: 3 clusters Score -2.576086e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -25760750.000000 Penalty: 6005.544434
	Iteration 114Q: 3 clusters Score -2.576075e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82722 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -25760684.000000 Penalty: 6005.544434
	Iteration 115Q: 3 clusters Score -2.576068e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -25760654.000000 Penalty: 6005.544434
	Iteration 116Q: 3 clusters Score -2.576065e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 99538 members 
Entering Unmasked Estep 
Score: -25760676.000000 Penalty: 6005.544434
	Iteration 117Q: 3 clusters Score -2.576068e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 99996 members 
Entering Unmasked Estep 
Score: -25760570.000000 Penalty: 6005.544434
	Iteration 118Q: 3 clusters Score -2.576057e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 100440 members 
Entering Unmasked Estep 
Score: -25760482.000000 Penalty: 6005.544434
	Iteration 119Q: 3 clusters Score -2.576048e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 100835 members 
Entering Unmasked Estep 
Score: -25760438.000000 Penalty: 6005.544434
	Iteration 120F: 3 clusters Score -2.576044e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -25760436.000000 Penalty: 6005.544434
	Iteration 121Q: 3 clusters Score -2.576044e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -25760414.000000 Penalty: 6005.544434
	Iteration 122Q: 3 clusters Score -2.576041e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79408 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -25760392.000000 Penalty: 6005.544434
	Iteration 123Q: 3 clusters Score -2.576039e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 102225 members 
Entering Unmasked Estep 
Score: -25760352.000000 Penalty: 6005.544434
	Iteration 124Q: 3 clusters Score -2.576035e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 102528 members 
Entering Unmasked Estep 
Score: -25760314.000000 Penalty: 6005.544434
	Iteration 125Q: 3 clusters Score -2.576031e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 102806 members 
Entering Unmasked Estep 
Score: -25760246.000000 Penalty: 6005.544434
	Iteration 126Q: 3 clusters Score -2.576025e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 103033 members 
Entering Unmasked Estep 
Score: -25760168.000000 Penalty: 6005.544434
	Iteration 127Q: 3 clusters Score -2.576017e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 103220 members 
Entering Unmasked Estep 
Score: -25760156.000000 Penalty: 6005.544434
	Iteration 128Q: 3 clusters Score -2.576016e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77909 members 
Mstep: Class 2 contains 103399 members 
Entering Unmasked Estep 
Score: -25760114.000000 Penalty: 6005.544434
	Iteration 129Q: 3 clusters Score -2.576011e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -25760048.000000 Penalty: 6005.544434
	Iteration 130Q: 3 clusters Score -2.576005e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 103816 members 
Entering Unmasked Estep 
Score: -25760064.000000 Penalty: 6005.544434
	Iteration 131Q: 3 clusters Score -2.576006e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 104018 members 
Entering Unmasked Estep 
Score: -25759938.000000 Penalty: 6005.544434
	Iteration 132Q: 3 clusters Score -2.575994e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 104212 members 
Entering Unmasked Estep 
Score: -25759856.000000 Penalty: 6005.544434
	Iteration 133Q: 3 clusters Score -2.575986e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 104380 members 
Entering Unmasked Estep 
Score: -25759788.000000 Penalty: 6005.544434
	Iteration 134Q: 3 clusters Score -2.575979e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -25759816.000000 Penalty: 6005.544434
	Iteration 135Q: 3 clusters Score -2.575982e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -25759740.000000 Penalty: 6005.544434
	Iteration 136Q: 3 clusters Score -2.575974e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 104743 members 
Entering Unmasked Estep 
Score: -25759674.000000 Penalty: 6005.544434
	Iteration 137Q: 3 clusters Score -2.575967e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -25759652.000000 Penalty: 6005.544434
	Iteration 138Q: 3 clusters Score -2.575965e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 104887 members 
Entering Unmasked Estep 
Score: -25759578.000000 Penalty: 6005.544434
	Iteration 139Q: 3 clusters Score -2.575958e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 104958 members 
Entering Unmasked Estep 
Score: -25759592.000000 Penalty: 6005.544434
	Iteration 140F: 3 clusters Score -2.575959e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 104985 members 
Entering Unmasked Estep 
Score: -25759574.000000 Penalty: 6005.544434
	Iteration 141Q: 3 clusters Score -2.575957e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 104998 members 
Entering Unmasked Estep 
Score: -25759480.000000 Penalty: 6005.544434
	Iteration 142Q: 3 clusters Score -2.575948e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -25759464.000000 Penalty: 6005.544434
	Iteration 143Q: 3 clusters Score -2.575946e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 104975 members 
Entering Unmasked Estep 
Score: -25759410.000000 Penalty: 6005.544434
	Iteration 144Q: 3 clusters Score -2.575941e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76338 members 
Mstep: Class 2 contains 104970 members 
Entering Unmasked Estep 
Score: -25759382.000000 Penalty: 6005.544434
	Iteration 145Q: 3 clusters Score -2.575938e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 104903 members 
Entering Unmasked Estep 
Score: -25759290.000000 Penalty: 6005.544434
	Iteration 146Q: 3 clusters Score -2.575929e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -25759248.000000 Penalty: 6005.544434
	Iteration 147Q: 3 clusters Score -2.575925e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -25759158.000000 Penalty: 6005.544434
	Iteration 148Q: 3 clusters Score -2.575916e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 104659 members 
Entering Unmasked Estep 
Score: -25759218.000000 Penalty: 6005.544434
	Iteration 149Q: 3 clusters Score -2.575922e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 104547 members 
Entering Unmasked Estep 
Score: -25759186.000000 Penalty: 6005.544434
	Iteration 150Q: 3 clusters Score -2.575919e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76893 members 
Mstep: Class 2 contains 104415 members 
Entering Unmasked Estep 
Score: -25759194.000000 Penalty: 6005.544434
	Iteration 151Q: 3 clusters Score -2.575919e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 104248 members 
Entering Unmasked Estep 
Score: -25759202.000000 Penalty: 6005.544434
	Iteration 152Q: 3 clusters Score -2.57592e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 104057 members 
Entering Unmasked Estep 
Score: -25759172.000000 Penalty: 6005.544434
	Iteration 153Q: 3 clusters Score -2.575917e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77444 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -25759154.000000 Penalty: 6005.544434
	Iteration 154Q: 3 clusters Score -2.575915e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 103633 members 
Entering Unmasked Estep 
Score: -25759186.000000 Penalty: 6005.544434
	Iteration 155Q: 3 clusters Score -2.575919e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -25759146.000000 Penalty: 6005.544434
	Iteration 156Q: 3 clusters Score -2.575915e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78126 members 
Mstep: Class 2 contains 103182 members 
Entering Unmasked Estep 
Score: -25759174.000000 Penalty: 6005.544434
	Iteration 157Q: 3 clusters Score -2.575917e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 102958 members 
Entering Unmasked Estep 
Score: -25759190.000000 Penalty: 6005.544434
	Iteration 158Q: 3 clusters Score -2.575919e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78539 members 
Mstep: Class 2 contains 102769 members 
Entering Unmasked Estep 
Score: -25759206.000000 Penalty: 6005.544434
	Iteration 159Q: 3 clusters Score -2.575921e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Mstep: Class 2 contains 102596 members 
Entering Unmasked Estep 
Score: -25759182.000000 Penalty: 6005.544434
	Iteration 160F: 3 clusters Score -2.575918e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 102434 members 
Entering Unmasked Estep 
Score: -25759116.000000 Penalty: 6005.544434
	Iteration 161Q: 3 clusters Score -2.575912e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 102303 members 
Entering Unmasked Estep 
Score: -25759102.000000 Penalty: 6005.544434
	Iteration 162Q: 3 clusters Score -2.57591e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 102152 members 
Entering Unmasked Estep 
Score: -25759110.000000 Penalty: 6005.544434
	Iteration 163Q: 3 clusters Score -2.575911e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -25759136.000000 Penalty: 6005.544434
	Iteration 164Q: 3 clusters Score -2.575914e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 101788 members 
Entering Unmasked Estep 
Score: -25759206.000000 Penalty: 6005.544434
	Iteration 165Q: 3 clusters Score -2.575921e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -25759184.000000 Penalty: 6005.544434
	Iteration 166Q: 3 clusters Score -2.575918e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -25759184.000000 Penalty: 6005.544434
	Iteration 167Q: 3 clusters Score -2.575918e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -25759198.000000 Penalty: 6005.544434
	Iteration 168Q: 3 clusters Score -2.57592e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -25759246.000000 Penalty: 6005.544434
	Iteration 169Q: 3 clusters Score -2.575925e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 100999 members 
Entering Unmasked Estep 
Score: -25759292.000000 Penalty: 6005.544434
	Iteration 170Q: 3 clusters Score -2.575929e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -25759340.000000 Penalty: 6005.544434
	Iteration 171Q: 3 clusters Score -2.575934e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -25759324.000000 Penalty: 6005.544434
	Iteration 172Q: 3 clusters Score -2.575932e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 100573 members 
Entering Unmasked Estep 
Score: -25759274.000000 Penalty: 6005.544434
	Iteration 173Q: 3 clusters Score -2.575927e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -25759292.000000 Penalty: 6005.544434
	Iteration 174Q: 3 clusters Score -2.575929e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -25759360.000000 Penalty: 6005.544434
	Iteration 175Q: 3 clusters Score -2.575936e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 99838 members 
Entering Unmasked Estep 
Score: -25759384.000000 Penalty: 6005.544434
	Iteration 176Q: 3 clusters Score -2.575938e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 99593 members 
Entering Unmasked Estep 
Score: -25759492.000000 Penalty: 6005.544434
	Iteration 177Q: 3 clusters Score -2.575949e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -25759488.000000 Penalty: 6005.544434
	Iteration 178Q: 3 clusters Score -2.575949e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -25759480.000000 Penalty: 6005.544434
	Iteration 179Q: 3 clusters Score -2.575948e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 98872 members 
Entering Unmasked Estep 
Score: -25759456.000000 Penalty: 6005.544434
	Iteration 180F: 3 clusters Score -2.575946e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82678 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -25759468.000000 Penalty: 6005.544434
	Iteration 181Q: 3 clusters Score -2.575947e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -25759498.000000 Penalty: 6005.544434
	Iteration 182Q: 3 clusters Score -2.57595e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -25759564.000000 Penalty: 6005.544434
	Iteration 183Q: 3 clusters Score -2.575956e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 97896 members 
Entering Unmasked Estep 
Score: -25759526.000000 Penalty: 6005.544434
	Iteration 184Q: 3 clusters Score -2.575953e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -25759620.000000 Penalty: 6005.544434
	Iteration 185Q: 3 clusters Score -2.575962e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -25759656.000000 Penalty: 6005.544434
	Iteration 186Q: 3 clusters Score -2.575966e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -25759644.000000 Penalty: 6005.544434
	Iteration 187Q: 3 clusters Score -2.575964e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -25759682.000000 Penalty: 6005.544434
	Iteration 188Q: 3 clusters Score -2.575968e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84445 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -25759668.000000 Penalty: 6005.544434
	Iteration 189Q: 3 clusters Score -2.575967e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 96696 members 
Entering Unmasked Estep 
Score: -25759690.000000 Penalty: 6005.544434
	Iteration 190Q: 3 clusters Score -2.575969e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -25759710.000000 Penalty: 6005.544434
	Iteration 191Q: 3 clusters Score -2.575971e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84888 members 
Mstep: Class 2 contains 96420 members 
Entering Unmasked Estep 
Score: -25759786.000000 Penalty: 6005.544434
	Iteration 192Q: 3 clusters Score -2.575979e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85023 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -25759842.000000 Penalty: 6005.544434
	Iteration 193Q: 3 clusters Score -2.575984e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85134 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -25759872.000000 Penalty: 6005.544434
	Iteration 194Q: 3 clusters Score -2.575987e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85274 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -25759862.000000 Penalty: 6005.544434
	Iteration 195Q: 3 clusters Score -2.575986e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85417 members 
Mstep: Class 2 contains 95891 members 
Entering Unmasked Estep 
Score: -25759926.000000 Penalty: 6005.544434
	Iteration 196Q: 3 clusters Score -2.575993e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -25759960.000000 Penalty: 6005.544434
	Iteration 197Q: 3 clusters Score -2.575996e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
Score: -25759956.000000 Penalty: 6005.544434
	Iteration 198Q: 3 clusters Score -2.575996e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -25760022.000000 Penalty: 6005.544434
	Iteration 199Q: 3 clusters Score -2.576002e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -25760104.000000 Penalty: 6005.544434
	Iteration 200F: 3 clusters Score -2.57601e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -25760142.000000 Penalty: 6005.544434
	Iteration 201Q: 3 clusters Score -2.576014e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -25760170.000000 Penalty: 6005.544434
	Iteration 202Q: 3 clusters Score -2.576017e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85913 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -25760186.000000 Penalty: 6005.544434
	Iteration 203Q: 3 clusters Score -2.576019e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85939 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -25760222.000000 Penalty: 6005.544434
	Iteration 204Q: 3 clusters Score -2.576022e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -25760236.000000 Penalty: 6005.544434
	Iteration 205Q: 3 clusters Score -2.576024e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -25760244.000000 Penalty: 6005.544434
	Iteration 206Q: 3 clusters Score -2.576024e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86061 members 
Mstep: Class 2 contains 95247 members 
Entering Unmasked Estep 
Score: -25760232.000000 Penalty: 6005.544434
	Iteration 207Q: 3 clusters Score -2.576023e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86104 members 
Mstep: Class 2 contains 95204 members 
Entering Unmasked Estep 
Score: -25760208.000000 Penalty: 6005.544434
	Iteration 208Q: 3 clusters Score -2.576021e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -25760198.000000 Penalty: 6005.544434
	Iteration 209Q: 3 clusters Score -2.57602e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -25760230.000000 Penalty: 6005.544434
	Iteration 210Q: 3 clusters Score -2.576023e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -25760180.000000 Penalty: 6005.544434
	Iteration 211Q: 3 clusters Score -2.576018e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -25760198.000000 Penalty: 6005.544434
	Iteration 212Q: 3 clusters Score -2.57602e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 95147 members 
Entering Unmasked Estep 
Score: -25760194.000000 Penalty: 6005.544434
	Iteration 213Q: 3 clusters Score -2.576019e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -25760214.000000 Penalty: 6005.544434
	Iteration 214Q: 3 clusters Score -2.576021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -25760216.000000 Penalty: 6005.544434
	Iteration 215Q: 3 clusters Score -2.576022e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -25760220.000000 Penalty: 6005.544434
	Iteration 216Q: 3 clusters Score -2.576022e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -25760212.000000 Penalty: 6005.544434
	Iteration 217Q: 3 clusters Score -2.576021e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -25760222.000000 Penalty: 6005.544434
	Iteration 218Q: 3 clusters Score -2.576022e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -25760238.000000 Penalty: 6005.544434
	Iteration 219Q: 3 clusters Score -2.576024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -25760222.000000 Penalty: 6005.544434
	Iteration 220F: 3 clusters Score -2.576022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -25760196.000000 Penalty: 6005.544434
	Iteration 221Q: 3 clusters Score -2.57602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 95155 members 
Entering Unmasked Estep 
Score: -25760216.000000 Penalty: 6005.544434
	Iteration 222Q: 3 clusters Score -2.576022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -25760210.000000 Penalty: 6005.544434
	Iteration 223Q: 3 clusters Score -2.576021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86162 members 
Mstep: Class 2 contains 95146 members 
Entering Unmasked Estep 
Score: -25760196.000000 Penalty: 6005.544434
	Iteration 224Q: 3 clusters Score -2.57602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -25760208.000000 Penalty: 6005.544434
	Iteration 225Q: 3 clusters Score -2.576021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -25760194.000000 Penalty: 6005.544434
	Iteration 226Q: 3 clusters Score -2.576019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 95136 members 
Entering Unmasked Estep 
Score: -25760190.000000 Penalty: 6005.544434
	Iteration 227Q: 3 clusters Score -2.576019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -25760196.000000 Penalty: 6005.544434
	Iteration 228Q: 3 clusters Score -2.57602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -25760192.000000 Penalty: 6005.544434
	Iteration 229Q: 3 clusters Score -2.576019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -25760174.000000 Penalty: 6005.544434
	Iteration 230Q: 3 clusters Score -2.576017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -25760164.000000 Penalty: 6005.544434
	Iteration 231Q: 3 clusters Score -2.576016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -25760176.000000 Penalty: 6005.544434
	Iteration 232Q: 3 clusters Score -2.576018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -25760176.000000 Penalty: 6005.544434
	Iteration 233Q: 3 clusters Score -2.576018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 95148 members 
Entering Unmasked Estep 
Score: -25760178.000000 Penalty: 6005.544434
	Iteration 234Q: 3 clusters Score -2.576018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 95153 members 
Entering Unmasked Estep 
Score: -25760180.000000 Penalty: 6005.544434
	Iteration 235Q: 3 clusters Score -2.576018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86154 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
Score: -25760194.000000 Penalty: 6005.544434
	Iteration 236Q: 3 clusters Score -2.576019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 95152 members 
Entering Unmasked Estep 
Score: -25760182.000000 Penalty: 6005.544434
	Iteration 237Q: 3 clusters Score -2.576018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 95152 members 
Entering Unmasked Estep 
Score: -25760182.000000 Penalty: 6005.544434
	Iteration 238F: 3 clusters Score -2.576018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 193056 members 
Mstep: Class 5 contains 49031 members 
Mstep: Class 6 contains 10707 members 
Mstep: Class 7 contains 45175 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 137484 members 
Mstep: Class 11 contains 86156 members 
Mstep: Class 12 contains 84798 members 
Mstep: Class 13 contains 1894 members 
Mstep: Class 14 contains 148279 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 27890 members 
Mstep: Class 18 contains 100884 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 9818 members 
Mstep: Class 21 contains 95152 members 
Mstep: Class 22 contains 39440 members 
Entering Unmasked Estep 
Score: -146968976.000000 Penalty: 75686.148438
Splitting cluster 11 changes total score from -146967600.000000 to -146968976.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (84798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Entering Unmasked Estep 
Score: -12038380.000000 Penalty: 2814.310791
	Iteration 0F: 2 clusters Score -1.203838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -11982075.000000 Penalty: 5628.621582
	Iteration 0F: 3 clusters Score -1.198208e+07 nChanged 39813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -12004324.000000 Penalty: 5628.621582
	Iteration 1F: 3 clusters Score -1.200432e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -12005026.000000 Penalty: 5628.621582
	Iteration 2Q: 3 clusters Score -1.200503e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -12005644.000000 Penalty: 5628.621582
	Iteration 3Q: 3 clusters Score -1.200564e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -12006343.000000 Penalty: 5628.621582
	Iteration 4Q: 3 clusters Score -1.200634e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -12007351.000000 Penalty: 5628.621582
	Iteration 5Q: 3 clusters Score -1.200735e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -12008390.000000 Penalty: 5628.621582
	Iteration 6Q: 3 clusters Score -1.200839e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -12009975.000000 Penalty: 5628.621582
	Iteration 7Q: 3 clusters Score -1.200998e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -12012228.000000 Penalty: 5628.621582
	Iteration 8Q: 3 clusters Score -1.201223e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -12015440.000000 Penalty: 5628.621582
	Iteration 9F: 3 clusters Score -1.201544e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -12019269.000000 Penalty: 5628.621582
	Iteration 10F: 3 clusters Score -1.201927e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -12023398.000000 Penalty: 5628.621582
	Iteration 11F: 3 clusters Score -1.20234e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -12026562.000000 Penalty: 5628.621582
	Iteration 12Q: 3 clusters Score -1.202656e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -12028738.000000 Penalty: 5628.621582
	Iteration 13Q: 3 clusters Score -1.202874e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -12030076.000000 Penalty: 5628.621582
	Iteration 14Q: 3 clusters Score -1.203008e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -12031189.000000 Penalty: 5628.621582
	Iteration 15Q: 3 clusters Score -1.203119e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -12032081.000000 Penalty: 5628.621582
	Iteration 16Q: 3 clusters Score -1.203208e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -12032836.000000 Penalty: 5628.621582
	Iteration 17Q: 3 clusters Score -1.203284e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -12033469.000000 Penalty: 5628.621582
	Iteration 18Q: 3 clusters Score -1.203347e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -12034000.000000 Penalty: 5628.621582
	Iteration 19Q: 3 clusters Score -1.2034e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -12034548.000000 Penalty: 5628.621582
	Iteration 20F: 3 clusters Score -1.203455e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80986 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -12034957.000000 Penalty: 5628.621582
	Iteration 21Q: 3 clusters Score -1.203496e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -12035310.000000 Penalty: 5628.621582
	Iteration 22Q: 3 clusters Score -1.203531e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -12035592.000000 Penalty: 5628.621582
	Iteration 23Q: 3 clusters Score -1.203559e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -12035807.000000 Penalty: 5628.621582
	Iteration 24Q: 3 clusters Score -1.203581e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -12035942.000000 Penalty: 5628.621582
	Iteration 25Q: 3 clusters Score -1.203594e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -12036042.000000 Penalty: 5628.621582
	Iteration 26Q: 3 clusters Score -1.203604e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -12036074.000000 Penalty: 5628.621582
	Iteration 27Q: 3 clusters Score -1.203607e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -12036123.000000 Penalty: 5628.621582
	Iteration 28Q: 3 clusters Score -1.203612e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82961 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -12036143.000000 Penalty: 5628.621582
	Iteration 29Q: 3 clusters Score -1.203614e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -12036124.000000 Penalty: 5628.621582
	Iteration 30Q: 3 clusters Score -1.203612e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -12036137.000000 Penalty: 5628.621582
	Iteration 31Q: 3 clusters Score -1.203614e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -12036169.000000 Penalty: 5628.621582
	Iteration 32Q: 3 clusters Score -1.203617e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83134 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -12036180.000000 Penalty: 5628.621582
	Iteration 33Q: 3 clusters Score -1.203618e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83156 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12036204.000000 Penalty: 5628.621582
	Iteration 34Q: 3 clusters Score -1.20362e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12036214.000000 Penalty: 5628.621582
	Iteration 35Q: 3 clusters Score -1.203621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12036236.000000 Penalty: 5628.621582
	Iteration 36Q: 3 clusters Score -1.203624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -12036233.000000 Penalty: 5628.621582
	Iteration 37Q: 3 clusters Score -1.203623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -12036227.000000 Penalty: 5628.621582
	Iteration 38Q: 3 clusters Score -1.203623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -12036238.000000 Penalty: 5628.621582
	Iteration 39Q: 3 clusters Score -1.203624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -12036251.000000 Penalty: 5628.621582
	Iteration 40F: 3 clusters Score -1.203625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -12036249.000000 Penalty: 5628.621582
	Iteration 41Q: 3 clusters Score -1.203625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -12036260.000000 Penalty: 5628.621582
	Iteration 42Q: 3 clusters Score -1.203626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -12036255.000000 Penalty: 5628.621582
	Iteration 43Q: 3 clusters Score -1.203626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -12036256.000000 Penalty: 5628.621582
	Iteration 44Q: 3 clusters Score -1.203626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -12036264.000000 Penalty: 5628.621582
	Iteration 45Q: 3 clusters Score -1.203626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -12036270.000000 Penalty: 5628.621582
	Iteration 46Q: 3 clusters Score -1.203627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -12036280.000000 Penalty: 5628.621582
	Iteration 47Q: 3 clusters Score -1.203628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -12036287.000000 Penalty: 5628.621582
	Iteration 48Q: 3 clusters Score -1.203629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83348 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -12036295.000000 Penalty: 5628.621582
	Iteration 49Q: 3 clusters Score -1.20363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12036298.000000 Penalty: 5628.621582
	Iteration 50Q: 3 clusters Score -1.20363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83370 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -12036291.000000 Penalty: 5628.621582
	Iteration 51Q: 3 clusters Score -1.203629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -12036293.000000 Penalty: 5628.621582
	Iteration 52Q: 3 clusters Score -1.203629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83393 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -12036296.000000 Penalty: 5628.621582
	Iteration 53Q: 3 clusters Score -1.20363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -12036316.000000 Penalty: 5628.621582
	Iteration 54Q: 3 clusters Score -1.203632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12036327.000000 Penalty: 5628.621582
	Iteration 55Q: 3 clusters Score -1.203633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -12036339.000000 Penalty: 5628.621582
	Iteration 56Q: 3 clusters Score -1.203634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -12036332.000000 Penalty: 5628.621582
	Iteration 57Q: 3 clusters Score -1.203633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -12036335.000000 Penalty: 5628.621582
	Iteration 58Q: 3 clusters Score -1.203634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -12036335.000000 Penalty: 5628.621582
	Iteration 59F: 3 clusters Score -1.203634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -262490.125000 Penalty: 1871.518677
	Iteration 0F: 2 clusters Score -262490.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -259939.593750 Penalty: 3743.037354
	Iteration 0F: 3 clusters Score -259939.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -260464.234375 Penalty: 3743.037354
	Iteration 1F: 3 clusters Score -260464.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -260627.109375 Penalty: 3743.037354
	Iteration 2F: 3 clusters Score -260627.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -260755.593750 Penalty: 3743.037354
	Iteration 3Q: 3 clusters Score -260755.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -260856.093750 Penalty: 3743.037354
	Iteration 4Q: 3 clusters Score -260856.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -260924.171875 Penalty: 3743.037354
	Iteration 5Q: 3 clusters Score -260924.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -260971.156250 Penalty: 3743.037354
	Iteration 6Q: 3 clusters Score -260971.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -260995.343750 Penalty: 3743.037354
	Iteration 7Q: 3 clusters Score -260995.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -261014.609375 Penalty: 3743.037354
	Iteration 8Q: 3 clusters Score -261014.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -261031.406250 Penalty: 3743.037354
	Iteration 9Q: 3 clusters Score -261031.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -261043.640625 Penalty: 3743.037354
	Iteration 10Q: 3 clusters Score -261043.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -261063.921875 Penalty: 3743.037354
	Iteration 11Q: 3 clusters Score -261063.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -261076.546875 Penalty: 3743.037354
	Iteration 12Q: 3 clusters Score -261076.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -261084.531250 Penalty: 3743.037354
	Iteration 13Q: 3 clusters Score -261084.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -261091.234375 Penalty: 3743.037354
	Iteration 14Q: 3 clusters Score -261091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -261097.687500 Penalty: 3743.037354
	Iteration 15Q: 3 clusters Score -261097.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -261105.921875 Penalty: 3743.037354
	Iteration 16Q: 3 clusters Score -261105.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -261111.625000 Penalty: 3743.037354
	Iteration 17Q: 3 clusters Score -261111.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -261118.593750 Penalty: 3743.037354
	Iteration 18Q: 3 clusters Score -261118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -261125.906250 Penalty: 3743.037354
	Iteration 19Q: 3 clusters Score -261125.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -261133.234375 Penalty: 3743.037354
	Iteration 20F: 3 clusters Score -261133.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -261137.718750 Penalty: 3743.037354
	Iteration 21Q: 3 clusters Score -261137.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -261145.578125 Penalty: 3743.037354
	Iteration 22Q: 3 clusters Score -261145.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -261150.671875 Penalty: 3743.037354
	Iteration 23Q: 3 clusters Score -261150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -261155.796875 Penalty: 3743.037354
	Iteration 24Q: 3 clusters Score -261155.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -261164.796875 Penalty: 3743.037354
	Iteration 25Q: 3 clusters Score -261164.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -261178.312500 Penalty: 3743.037354
	Iteration 26Q: 3 clusters Score -261178.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -261192.218750 Penalty: 3743.037354
	Iteration 27Q: 3 clusters Score -261192.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -261205.093750 Penalty: 3743.037354
	Iteration 28Q: 3 clusters Score -261205.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -261217.234375 Penalty: 3743.037354
	Iteration 29Q: 3 clusters Score -261217.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -261232.421875 Penalty: 3743.037354
	Iteration 30Q: 3 clusters Score -261232.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -261244.656250 Penalty: 3743.037354
	Iteration 31Q: 3 clusters Score -261244.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -261262.109375 Penalty: 3743.037354
	Iteration 32Q: 3 clusters Score -261262.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -261282.656250 Penalty: 3743.037354
	Iteration 33Q: 3 clusters Score -261282.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -261306.296875 Penalty: 3743.037354
	Iteration 34Q: 3 clusters Score -261306.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -261331.921875 Penalty: 3743.037354
	Iteration 35Q: 3 clusters Score -261331.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -261352.421875 Penalty: 3743.037354
	Iteration 36Q: 3 clusters Score -261352.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -261371.390625 Penalty: 3743.037354
	Iteration 37Q: 3 clusters Score -261371.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -261380.765625 Penalty: 3743.037354
	Iteration 38Q: 3 clusters Score -261380.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -261389.906250 Penalty: 3743.037354
	Iteration 39Q: 3 clusters Score -261389.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -261400.484375 Penalty: 3743.037354
	Iteration 40F: 3 clusters Score -261400.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -261413.156250 Penalty: 3743.037354
	Iteration 41Q: 3 clusters Score -261413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -261433.484375 Penalty: 3743.037354
	Iteration 42Q: 3 clusters Score -261433.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -261467.015625 Penalty: 3743.037354
	Iteration 43Q: 3 clusters Score -261467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -261508.343750 Penalty: 3743.037354
	Iteration 44Q: 3 clusters Score -261508.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -261543.750000 Penalty: 3743.037354
	Iteration 45Q: 3 clusters Score -261543.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -261572.484375 Penalty: 3743.037354
	Iteration 46Q: 3 clusters Score -261572.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -261588.500000 Penalty: 3743.037354
	Iteration 47Q: 3 clusters Score -261588.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -261593.906250 Penalty: 3743.037354
	Iteration 48Q: 3 clusters Score -261593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -261597.609375 Penalty: 3743.037354
	Iteration 49Q: 3 clusters Score -261597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -261600.625000 Penalty: 3743.037354
	Iteration 50Q: 3 clusters Score -261600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -261603.406250 Penalty: 3743.037354
	Iteration 51Q: 3 clusters Score -261603.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -261607.390625 Penalty: 3743.037354
	Iteration 52Q: 3 clusters Score -261607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -261609.609375 Penalty: 3743.037354
	Iteration 53Q: 3 clusters Score -261609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -261611.015625 Penalty: 3743.037354
	Iteration 54Q: 3 clusters Score -261611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -261611.375000 Penalty: 3743.037354
	Iteration 55Q: 3 clusters Score -261611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -261612.328125 Penalty: 3743.037354
	Iteration 56Q: 3 clusters Score -261612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -261615.578125 Penalty: 3743.037354
	Iteration 57Q: 3 clusters Score -261615.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -261617.093750 Penalty: 3743.037354
	Iteration 58Q: 3 clusters Score -261617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -261619.828125 Penalty: 3743.037354
	Iteration 59Q: 3 clusters Score -261619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -261620.500000 Penalty: 3743.037354
	Iteration 60F: 3 clusters Score -261620.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51562.218750 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -51562.22 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 182 members 
Entering Unmasked Estep 
Score: -50264.847656 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -50264.85 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50780.363281 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -50780.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51179.656250 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -51179.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51397.101562 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -51397.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51544.406250 Penalty: 2993.598877
	Iteration 4F: 3 clusters Score -51544.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51724.835938 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -51724.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51856.031250 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -51856.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51893.042969 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -51893.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51918.941406 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -51918.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51918.941406 Penalty: 2993.598877
	Iteration 9F: 3 clusters Score -51918.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 193056 members 
Mstep: Class 5 contains 49031 members 
Mstep: Class 6 contains 10707 members 
Mstep: Class 7 contains 45175 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 137484 members 
Mstep: Class 11 contains 86156 members 
Mstep: Class 12 contains 84798 members 
Mstep: Class 13 contains 1894 members 
Mstep: Class 14 contains 148279 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 27890 members 
Mstep: Class 18 contains 100884 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 9818 members 
Mstep: Class 21 contains 95152 members 
Mstep: Class 22 contains 39440 members 
Mstep: Class 23 contains 334 members 
Entering Unmasked Estep 
Score: -146967296.000000 Penalty: 79126.429688
Splitting cluster 15 changes total score from -146967600.000000 to -146967296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (3847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Entering Unmasked Estep 
Score: -565318.937500 Penalty: 2047.252075
	Iteration 0F: 2 clusters Score -565318.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -561511.375000 Penalty: 4094.504150
	Iteration 0F: 3 clusters Score -561511.4 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -562296.500000 Penalty: 4094.504150
	Iteration 1F: 3 clusters Score -562296.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -562456.250000 Penalty: 4094.504150
	Iteration 2F: 3 clusters Score -562456.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -562566.312500 Penalty: 4094.504150
	Iteration 3Q: 3 clusters Score -562566.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -562647.687500 Penalty: 4094.504150
	Iteration 4Q: 3 clusters Score -562647.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -562688.562500 Penalty: 4094.504150
	Iteration 5Q: 3 clusters Score -562688.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -562710.687500 Penalty: 4094.504150
	Iteration 6Q: 3 clusters Score -562710.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -562727.125000 Penalty: 4094.504150
	Iteration 7Q: 3 clusters Score -562727.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -562744.875000 Penalty: 4094.504150
	Iteration 8Q: 3 clusters Score -562744.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -562765.000000 Penalty: 4094.504150
	Iteration 9Q: 3 clusters Score -562765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -562784.937500 Penalty: 4094.504150
	Iteration 10Q: 3 clusters Score -562784.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -562797.625000 Penalty: 4094.504150
	Iteration 11Q: 3 clusters Score -562797.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -562809.687500 Penalty: 4094.504150
	Iteration 12Q: 3 clusters Score -562809.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -562818.562500 Penalty: 4094.504150
	Iteration 13Q: 3 clusters Score -562818.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -562830.937500 Penalty: 4094.504150
	Iteration 14Q: 3 clusters Score -562830.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -562836.000000 Penalty: 4094.504150
	Iteration 15Q: 3 clusters Score -562836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -562841.000000 Penalty: 4094.504150
	Iteration 16Q: 3 clusters Score -562841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -562843.500000 Penalty: 4094.504150
	Iteration 17Q: 3 clusters Score -562843.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -562846.062500 Penalty: 4094.504150
	Iteration 18Q: 3 clusters Score -562846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -562845.562500 Penalty: 4094.504150
	Iteration 19Q: 3 clusters Score -562845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -562847.812500 Penalty: 4094.504150
	Iteration 20F: 3 clusters Score -562847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -562848.312500 Penalty: 4094.504150
	Iteration 21Q: 3 clusters Score -562848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -562848.062500 Penalty: 4094.504150
	Iteration 22Q: 3 clusters Score -562848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -562848.375000 Penalty: 4094.504150
	Iteration 23Q: 3 clusters Score -562848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -562848.062500 Penalty: 4094.504150
	Iteration 24Q: 3 clusters Score -562848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -562847.687500 Penalty: 4094.504150
	Iteration 25Q: 3 clusters Score -562847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -562848.562500 Penalty: 4094.504150
	Iteration 26Q: 3 clusters Score -562848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -562848.812500 Penalty: 4094.504150
	Iteration 27Q: 3 clusters Score -562848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -562848.812500 Penalty: 4094.504150
	Iteration 28F: 3 clusters Score -562848.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Entering Unmasked Estep 
Score: -3813038.500000 Penalty: 2538.533936
	Iteration 0F: 2 clusters Score -3813038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3793767.000000 Penalty: 5077.067871
	Iteration 0F: 3 clusters Score -3793767 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3800742.500000 Penalty: 5077.067871
	Iteration 1F: 3 clusters Score -3800742 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -3801739.750000 Penalty: 5077.067871
	Iteration 2F: 3 clusters Score -3801740 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3803281.000000 Penalty: 5077.067871
	Iteration 3F: 3 clusters Score -3803281 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3805297.750000 Penalty: 5077.067871
	Iteration 4F: 3 clusters Score -3805298 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3807340.000000 Penalty: 5077.067871
	Iteration 5F: 3 clusters Score -3807340 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3808956.250000 Penalty: 5077.067871
	Iteration 6F: 3 clusters Score -3808956 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3810076.750000 Penalty: 5077.067871
	Iteration 7F: 3 clusters Score -3810077 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3810800.500000 Penalty: 5077.067871
	Iteration 8Q: 3 clusters Score -3810800 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3811267.000000 Penalty: 5077.067871
	Iteration 9Q: 3 clusters Score -3811267 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3811641.250000 Penalty: 5077.067871
	Iteration 10Q: 3 clusters Score -3811641 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3812043.250000 Penalty: 5077.067871
	Iteration 11Q: 3 clusters Score -3812043 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3812322.250000 Penalty: 5077.067871
	Iteration 12Q: 3 clusters Score -3812322 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3812507.500000 Penalty: 5077.067871
	Iteration 13Q: 3 clusters Score -3812508 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3812579.750000 Penalty: 5077.067871
	Iteration 14Q: 3 clusters Score -3812580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3812606.750000 Penalty: 5077.067871
	Iteration 15Q: 3 clusters Score -3812607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3812628.750000 Penalty: 5077.067871
	Iteration 16Q: 3 clusters Score -3812629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -3812651.000000 Penalty: 5077.067871
	Iteration 17Q: 3 clusters Score -3812651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3812659.500000 Penalty: 5077.067871
	Iteration 18Q: 3 clusters Score -3812660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3812663.500000 Penalty: 5077.067871
	Iteration 19Q: 3 clusters Score -3812664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3812669.500000 Penalty: 5077.067871
	Iteration 20F: 3 clusters Score -3812670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3812675.750000 Penalty: 5077.067871
	Iteration 21Q: 3 clusters Score -3812676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3812673.500000 Penalty: 5077.067871
	Iteration 22Q: 3 clusters Score -3812674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3812672.750000 Penalty: 5077.067871
	Iteration 23Q: 3 clusters Score -3812673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3812675.000000 Penalty: 5077.067871
	Iteration 24Q: 3 clusters Score -3812675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3812675.000000 Penalty: 5077.067871
	Iteration 25F: 3 clusters Score -3812675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (100884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100884 members 
Entering Unmasked Estep 
Score: -14323461.000000 Penalty: 2857.388184
	Iteration 0F: 2 clusters Score -1.432346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -14256521.000000 Penalty: 5714.776367
	Iteration 0F: 3 clusters Score -1.425652e+07 nChanged 47629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -14284012.000000 Penalty: 5714.776367
	Iteration 1F: 3 clusters Score -1.428401e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -14284895.000000 Penalty: 5714.776367
	Iteration 2Q: 3 clusters Score -1.42849e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -14286161.000000 Penalty: 5714.776367
	Iteration 3Q: 3 clusters Score -1.428616e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -14287604.000000 Penalty: 5714.776367
	Iteration 4Q: 3 clusters Score -1.42876e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -14289309.000000 Penalty: 5714.776367
	Iteration 5Q: 3 clusters Score -1.428931e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -14291359.000000 Penalty: 5714.776367
	Iteration 6Q: 3 clusters Score -1.429136e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -14294073.000000 Penalty: 5714.776367
	Iteration 7Q: 3 clusters Score -1.429407e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -14297428.000000 Penalty: 5714.776367
	Iteration 8F: 3 clusters Score -1.429743e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -14301073.000000 Penalty: 5714.776367
	Iteration 9F: 3 clusters Score -1.430107e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -14304404.000000 Penalty: 5714.776367
	Iteration 10F: 3 clusters Score -1.43044e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -14306513.000000 Penalty: 5714.776367
	Iteration 11Q: 3 clusters Score -1.430651e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -14307532.000000 Penalty: 5714.776367
	Iteration 12Q: 3 clusters Score -1.430753e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -14308026.000000 Penalty: 5714.776367
	Iteration 13Q: 3 clusters Score -1.430803e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -14308352.000000 Penalty: 5714.776367
	Iteration 14Q: 3 clusters Score -1.430835e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -14308584.000000 Penalty: 5714.776367
	Iteration 15Q: 3 clusters Score -1.430858e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -14308811.000000 Penalty: 5714.776367
	Iteration 16Q: 3 clusters Score -1.430881e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -14309049.000000 Penalty: 5714.776367
	Iteration 17Q: 3 clusters Score -1.430905e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -14309319.000000 Penalty: 5714.776367
	Iteration 18Q: 3 clusters Score -1.430932e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -14309624.000000 Penalty: 5714.776367
	Iteration 19Q: 3 clusters Score -1.430962e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -14309863.000000 Penalty: 5714.776367
	Iteration 20F: 3 clusters Score -1.430986e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -14310201.000000 Penalty: 5714.776367
	Iteration 21Q: 3 clusters Score -1.43102e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -14310514.000000 Penalty: 5714.776367
	Iteration 22Q: 3 clusters Score -1.431051e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -14310860.000000 Penalty: 5714.776367
	Iteration 23Q: 3 clusters Score -1.431086e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -14311174.000000 Penalty: 5714.776367
	Iteration 24Q: 3 clusters Score -1.431117e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -14311498.000000 Penalty: 5714.776367
	Iteration 25Q: 3 clusters Score -1.43115e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -14311953.000000 Penalty: 5714.776367
	Iteration 26Q: 3 clusters Score -1.431195e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -14312431.000000 Penalty: 5714.776367
	Iteration 27Q: 3 clusters Score -1.431243e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -14312891.000000 Penalty: 5714.776367
	Iteration 28Q: 3 clusters Score -1.431289e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -14313383.000000 Penalty: 5714.776367
	Iteration 29Q: 3 clusters Score -1.431338e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -14313896.000000 Penalty: 5714.776367
	Iteration 30Q: 3 clusters Score -1.43139e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -14314512.000000 Penalty: 5714.776367
	Iteration 31Q: 3 clusters Score -1.431451e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -14315120.000000 Penalty: 5714.776367
	Iteration 32Q: 3 clusters Score -1.431512e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -14315865.000000 Penalty: 5714.776367
	Iteration 33Q: 3 clusters Score -1.431586e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -14316511.000000 Penalty: 5714.776367
	Iteration 34Q: 3 clusters Score -1.431651e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -14317162.000000 Penalty: 5714.776367
	Iteration 35Q: 3 clusters Score -1.431716e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -14317805.000000 Penalty: 5714.776367
	Iteration 36Q: 3 clusters Score -1.43178e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -14318398.000000 Penalty: 5714.776367
	Iteration 37Q: 3 clusters Score -1.43184e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -14318935.000000 Penalty: 5714.776367
	Iteration 38Q: 3 clusters Score -1.431894e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -14319291.000000 Penalty: 5714.776367
	Iteration 39Q: 3 clusters Score -1.431929e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -14319633.000000 Penalty: 5714.776367
	Iteration 40F: 3 clusters Score -1.431963e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -14319856.000000 Penalty: 5714.776367
	Iteration 41Q: 3 clusters Score -1.431986e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98164 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -14320120.000000 Penalty: 5714.776367
	Iteration 42Q: 3 clusters Score -1.432012e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -14320255.000000 Penalty: 5714.776367
	Iteration 43Q: 3 clusters Score -1.432026e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -14320443.000000 Penalty: 5714.776367
	Iteration 44Q: 3 clusters Score -1.432044e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -14320593.000000 Penalty: 5714.776367
	Iteration 45Q: 3 clusters Score -1.432059e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -14320691.000000 Penalty: 5714.776367
	Iteration 46Q: 3 clusters Score -1.432069e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99410 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -14320747.000000 Penalty: 5714.776367
	Iteration 47Q: 3 clusters Score -1.432075e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -14320818.000000 Penalty: 5714.776367
	Iteration 48Q: 3 clusters Score -1.432082e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99597 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -14320860.000000 Penalty: 5714.776367
	Iteration 49Q: 3 clusters Score -1.432086e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -14320883.000000 Penalty: 5714.776367
	Iteration 50Q: 3 clusters Score -1.432088e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99692 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -14320907.000000 Penalty: 5714.776367
	Iteration 51Q: 3 clusters Score -1.432091e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99723 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14320906.000000 Penalty: 5714.776367
	Iteration 52Q: 3 clusters Score -1.432091e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -14320938.000000 Penalty: 5714.776367
	Iteration 53Q: 3 clusters Score -1.432094e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99799 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -14320969.000000 Penalty: 5714.776367
	Iteration 54Q: 3 clusters Score -1.432097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -14320975.000000 Penalty: 5714.776367
	Iteration 55Q: 3 clusters Score -1.432098e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99836 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -14320989.000000 Penalty: 5714.776367
	Iteration 56Q: 3 clusters Score -1.432099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99849 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -14320983.000000 Penalty: 5714.776367
	Iteration 57Q: 3 clusters Score -1.432098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99862 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -14320987.000000 Penalty: 5714.776367
	Iteration 58Q: 3 clusters Score -1.432099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14321010.000000 Penalty: 5714.776367
	Iteration 59Q: 3 clusters Score -1.432101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99891 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -14321015.000000 Penalty: 5714.776367
	Iteration 60F: 3 clusters Score -1.432102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -14321033.000000 Penalty: 5714.776367
	Iteration 61Q: 3 clusters Score -1.432103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99918 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -14321041.000000 Penalty: 5714.776367
	Iteration 62Q: 3 clusters Score -1.432104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99933 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -14321063.000000 Penalty: 5714.776367
	Iteration 63Q: 3 clusters Score -1.432106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -14321077.000000 Penalty: 5714.776367
	Iteration 64Q: 3 clusters Score -1.432108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99953 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -14321080.000000 Penalty: 5714.776367
	Iteration 65Q: 3 clusters Score -1.432108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99959 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -14321075.000000 Penalty: 5714.776367
	Iteration 66Q: 3 clusters Score -1.432108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99959 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -14321089.000000 Penalty: 5714.776367
	Iteration 67Q: 3 clusters Score -1.432109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99961 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14321082.000000 Penalty: 5714.776367
	Iteration 68Q: 3 clusters Score -1.432108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -14321083.000000 Penalty: 5714.776367
	Iteration 69Q: 3 clusters Score -1.432108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -14321089.000000 Penalty: 5714.776367
	Iteration 70Q: 3 clusters Score -1.432109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99966 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -14321086.000000 Penalty: 5714.776367
	Iteration 71Q: 3 clusters Score -1.432109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99967 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -14321086.000000 Penalty: 5714.776367
	Iteration 72Q: 3 clusters Score -1.432109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99967 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -14321086.000000 Penalty: 5714.776367
	Iteration 73F: 3 clusters Score -1.432109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Entering Unmasked Estep 
Score: -1407363.000000 Penalty: 2279.609131
	Iteration 0F: 2 clusters Score -1407363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1399757.375000 Penalty: 4559.218262
	Iteration 0F: 3 clusters Score -1399757 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1402046.250000 Penalty: 4559.218262
	Iteration 1F: 3 clusters Score -1402046 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1402372.375000 Penalty: 4559.218262
	Iteration 2F: 3 clusters Score -1402372 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1402638.250000 Penalty: 4559.218262
	Iteration 3F: 3 clusters Score -1402638 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1402890.125000 Penalty: 4559.218262
	Iteration 4Q: 3 clusters Score -1402890 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1403154.750000 Penalty: 4559.218262
	Iteration 5Q: 3 clusters Score -1403155 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1403484.125000 Penalty: 4559.218262
	Iteration 6F: 3 clusters Score -1403484 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1403832.000000 Penalty: 4559.218262
	Iteration 7Q: 3 clusters Score -1403832 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1404205.875000 Penalty: 4559.218262
	Iteration 8Q: 3 clusters Score -1404206 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1404548.125000 Penalty: 4559.218262
	Iteration 9Q: 3 clusters Score -1404548 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1404858.250000 Penalty: 4559.218262
	Iteration 10Q: 3 clusters Score -1404858 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1405089.375000 Penalty: 4559.218262
	Iteration 11Q: 3 clusters Score -1405089 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1405218.625000 Penalty: 4559.218262
	Iteration 12Q: 3 clusters Score -1405219 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1405292.000000 Penalty: 4559.218262
	Iteration 13Q: 3 clusters Score -1405292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1405339.500000 Penalty: 4559.218262
	Iteration 14Q: 3 clusters Score -1405340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1405372.375000 Penalty: 4559.218262
	Iteration 15Q: 3 clusters Score -1405372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1405395.375000 Penalty: 4559.218262
	Iteration 16Q: 3 clusters Score -1405395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1405426.125000 Penalty: 4559.218262
	Iteration 17Q: 3 clusters Score -1405426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1405446.750000 Penalty: 4559.218262
	Iteration 18Q: 3 clusters Score -1405447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1405458.125000 Penalty: 4559.218262
	Iteration 19Q: 3 clusters Score -1405458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1405471.000000 Penalty: 4559.218262
	Iteration 20F: 3 clusters Score -1405471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1405479.250000 Penalty: 4559.218262
	Iteration 21Q: 3 clusters Score -1405479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1405481.875000 Penalty: 4559.218262
	Iteration 22Q: 3 clusters Score -1405482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1405488.500000 Penalty: 4559.218262
	Iteration 23Q: 3 clusters Score -1405488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1405492.250000 Penalty: 4559.218262
	Iteration 24Q: 3 clusters Score -1405492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1405490.625000 Penalty: 4559.218262
	Iteration 25Q: 3 clusters Score -1405491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1405494.000000 Penalty: 4559.218262
	Iteration 26Q: 3 clusters Score -1405494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1405495.375000 Penalty: 4559.218262
	Iteration 27Q: 3 clusters Score -1405495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1405495.250000 Penalty: 4559.218262
	Iteration 28Q: 3 clusters Score -1405495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1405498.750000 Penalty: 4559.218262
	Iteration 29Q: 3 clusters Score -1405499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1405498.750000 Penalty: 4559.218262
	Iteration 30F: 3 clusters Score -1405499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Entering Unmasked Estep 
Score: -5624408.500000 Penalty: 2624.468750
	Iteration 0F: 2 clusters Score -5624408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -5597705.000000 Penalty: 5248.937500
	Iteration 0F: 3 clusters Score -5597705 nChanged 18072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -5607469.500000 Penalty: 5248.937500
	Iteration 1F: 3 clusters Score -5607470 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -5607930.000000 Penalty: 5248.937500
	Iteration 2Q: 3 clusters Score -5607930 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -5608447.500000 Penalty: 5248.937500
	Iteration 3Q: 3 clusters Score -5608448 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -5609015.000000 Penalty: 5248.937500
	Iteration 4Q: 3 clusters Score -5609015 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -5609803.000000 Penalty: 5248.937500
	Iteration 5Q: 3 clusters Score -5609803 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -5611200.500000 Penalty: 5248.937500
	Iteration 6F: 3 clusters Score -5611200 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -5613411.000000 Penalty: 5248.937500
	Iteration 7F: 3 clusters Score -5613411 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -5616312.500000 Penalty: 5248.937500
	Iteration 8F: 3 clusters Score -5616312 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -5618969.000000 Penalty: 5248.937500
	Iteration 9F: 3 clusters Score -5618969 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5620536.000000 Penalty: 5248.937500
	Iteration 10Q: 3 clusters Score -5620536 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5621367.000000 Penalty: 5248.937500
	Iteration 11Q: 3 clusters Score -5621367 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5621844.500000 Penalty: 5248.937500
	Iteration 12Q: 3 clusters Score -5621844 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5622086.000000 Penalty: 5248.937500
	Iteration 13Q: 3 clusters Score -5622086 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5622225.000000 Penalty: 5248.937500
	Iteration 14Q: 3 clusters Score -5622225 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5622265.000000 Penalty: 5248.937500
	Iteration 15Q: 3 clusters Score -5622265 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5622296.500000 Penalty: 5248.937500
	Iteration 16Q: 3 clusters Score -5622296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5622323.000000 Penalty: 5248.937500
	Iteration 17Q: 3 clusters Score -5622323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5622347.000000 Penalty: 5248.937500
	Iteration 18Q: 3 clusters Score -5622347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5622350.500000 Penalty: 5248.937500
	Iteration 19Q: 3 clusters Score -5622350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5622364.000000 Penalty: 5248.937500
	Iteration 20F: 3 clusters Score -5622364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5622360.000000 Penalty: 5248.937500
	Iteration 21Q: 3 clusters Score -5622360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5622366.000000 Penalty: 5248.937500
	Iteration 22Q: 3 clusters Score -5622366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5622375.500000 Penalty: 5248.937500
	Iteration 23Q: 3 clusters Score -5622376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5622374.000000 Penalty: 5248.937500
	Iteration 24Q: 3 clusters Score -5622374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5622375.000000 Penalty: 5248.937500
	Iteration 25Q: 3 clusters Score -5622375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5622375.500000 Penalty: 5248.937500
	Iteration 26Q: 3 clusters Score -5622376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5622373.000000 Penalty: 5248.937500
	Iteration 27Q: 3 clusters Score -5622373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5622373.000000 Penalty: 5248.937500
	Iteration 28F: 3 clusters Score -5622373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 193056 members 
Mstep: Class 5 contains 49031 members 
Mstep: Class 6 contains 10707 members 
Mstep: Class 7 contains 45175 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 137484 members 
Mstep: Class 11 contains 86156 members 
Mstep: Class 12 contains 84798 members 
Mstep: Class 13 contains 1894 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 27890 members 
Mstep: Class 18 contains 100884 members 
Mstep: Class 20 contains 9818 members 
Mstep: Class 22 contains 39440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146977088.000000 Penalty: 75686.148438
Iteration 39Q: 23 clusters Score -1.469771e+08 nChanged 24843
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 9365 members 
Mstep: Class 4 contains 192777 members 
Mstep: Class 5 contains 49703 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 44562 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 139387 members 
Mstep: Class 11 contains 90250 members 
Mstep: Class 12 contains 84409 members 
Mstep: Class 13 contains 1896 members 
Mstep: Class 14 contains 145326 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 27996 members 
Mstep: Class 18 contains 99288 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 9977 members 
Mstep: Class 21 contains 94146 members 
Mstep: Class 22 contains 39114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146984464.000000 Penalty: 75686.148438
Iteration 40F: 23 clusters Score -1.469845e+08 nChanged 21414
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 9684 members 
Mstep: Class 4 contains 190972 members 
Mstep: Class 5 contains 50378 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 43870 members 
Mstep: Class 8 contains 1494 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 140450 members 
Mstep: Class 11 contains 91740 members 
Mstep: Class 12 contains 83608 members 
Mstep: Class 13 contains 1897 members 
Mstep: Class 14 contains 146948 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 3429 members 
Mstep: Class 17 contains 27944 members 
Mstep: Class 18 contains 97344 members 
Mstep: Class 19 contains 997 members 
Mstep: Class 20 contains 10346 members 
Mstep: Class 21 contains 94715 members 
Mstep: Class 22 contains 38750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146988672.000000 Penalty: 75686.148438
Iteration 41Q: 23 clusters Score -1.469887e+08 nChanged 18109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2904 members 
Mstep: Class 3 contains 10073 members 
Mstep: Class 4 contains 189209 members 
Mstep: Class 5 contains 51073 members 
Mstep: Class 6 contains 10920 members 
Mstep: Class 7 contains 43187 members 
Mstep: Class 8 contains 1495 members 
Mstep: Class 9 contains 443 members 
Mstep: Class 10 contains 141620 members 
Mstep: Class 11 contains 92991 members 
Mstep: Class 12 contains 82963 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 148194 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 3224 members 
Mstep: Class 17 contains 28014 members 
Mstep: Class 18 contains 95339 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 10692 members 
Mstep: Class 21 contains 95381 members 
Mstep: Class 22 contains 38410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146993168.000000 Penalty: 75686.148438
Iteration 42Q: 23 clusters Score -1.469932e+08 nChanged 16488
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2817 members 
Mstep: Class 3 contains 10478 members 
Mstep: Class 4 contains 187383 members 
Mstep: Class 5 contains 51758 members 
Mstep: Class 6 contains 11033 members 
Mstep: Class 7 contains 42555 members 
Mstep: Class 8 contains 1492 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 142841 members 
Mstep: Class 11 contains 94105 members 
Mstep: Class 12 contains 82296 members 
Mstep: Class 13 contains 1900 members 
Mstep: Class 14 contains 149440 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 28083 members 
Mstep: Class 18 contains 93474 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 10992 members 
Mstep: Class 21 contains 95978 members 
Mstep: Class 22 contains 38123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146995888.000000 Penalty: 75686.148438
Iteration 43Q: 23 clusters Score -1.469959e+08 nChanged 15445
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2738 members 
Mstep: Class 3 contains 10901 members 
Mstep: Class 4 contains 185709 members 
Mstep: Class 5 contains 52435 members 
Mstep: Class 6 contains 11106 members 
Mstep: Class 7 contains 42014 members 
Mstep: Class 8 contains 1490 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 144146 members 
Mstep: Class 11 contains 95107 members 
Mstep: Class 12 contains 81666 members 
Mstep: Class 13 contains 1902 members 
Mstep: Class 14 contains 150518 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 2859 members 
Mstep: Class 17 contains 28184 members 
Mstep: Class 18 contains 91503 members 
Mstep: Class 19 contains 992 members 
Mstep: Class 20 contains 11300 members 
Mstep: Class 21 contains 96517 members 
Mstep: Class 22 contains 37863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146998080.000000 Penalty: 75686.148438
Iteration 44Q: 23 clusters Score -1.469981e+08 nChanged 14417
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 184070 members 
Mstep: Class 5 contains 52999 members 
Mstep: Class 6 contains 11174 members 
Mstep: Class 7 contains 41488 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 145524 members 
Mstep: Class 11 contains 95940 members 
Mstep: Class 12 contains 81046 members 
Mstep: Class 13 contains 1902 members 
Mstep: Class 14 contains 151814 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 28320 members 
Mstep: Class 18 contains 89529 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 11565 members 
Mstep: Class 21 contains 96964 members 
Mstep: Class 22 contains 37606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3416.604980 but Gain 3440.273438
Score: -147000416.000000 Penalty: 72245.875000
Iteration 45Q: 22 clusters Score -1.470004e+08 nChanged 16043
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 11755 members 
Mstep: Class 4 contains 183166 members 
Mstep: Class 5 contains 53605 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 41034 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 147469 members 
Mstep: Class 11 contains 97004 members 
Mstep: Class 12 contains 80613 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 14 contains 153815 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 17 contains 28472 members 
Mstep: Class 18 contains 87576 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 11795 members 
Mstep: Class 21 contains 97308 members 
Mstep: Class 22 contains 37459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147004304.000000 Penalty: 72245.875000
Iteration 46Q: 22 clusters Score -1.470043e+08 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 12213 members 
Mstep: Class 4 contains 181549 members 
Mstep: Class 5 contains 54030 members 
Mstep: Class 6 contains 11292 members 
Mstep: Class 7 contains 40536 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 148950 members 
Mstep: Class 11 contains 97803 members 
Mstep: Class 12 contains 80097 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 155243 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 17 contains 28621 members 
Mstep: Class 18 contains 85526 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 11934 members 
Mstep: Class 21 contains 97489 members 
Mstep: Class 22 contains 37206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147005536.000000 Penalty: 72245.875000
Iteration 47Q: 22 clusters Score -1.470055e+08 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 3 contains 12692 members 
Mstep: Class 4 contains 179956 members 
Mstep: Class 5 contains 54466 members 
Mstep: Class 6 contains 11349 members 
Mstep: Class 7 contains 40057 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 150199 members 
Mstep: Class 11 contains 98508 members 
Mstep: Class 12 contains 79613 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 156766 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 17 contains 28782 members 
Mstep: Class 18 contains 83596 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12050 members 
Mstep: Class 21 contains 97670 members 
Mstep: Class 22 contains 36964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147006144.000000 Penalty: 72245.875000
Iteration 48Q: 22 clusters Score -1.470061e+08 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 13206 members 
Mstep: Class 4 contains 178258 members 
Mstep: Class 5 contains 54848 members 
Mstep: Class 6 contains 11417 members 
Mstep: Class 7 contains 39658 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 151276 members 
Mstep: Class 11 contains 99155 members 
Mstep: Class 12 contains 79206 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 158497 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 17 contains 28938 members 
Mstep: Class 18 contains 81635 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12163 members 
Mstep: Class 21 contains 97811 members 
Mstep: Class 22 contains 36741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147006944.000000 Penalty: 72245.875000
Iteration 49Q: 22 clusters Score -1.470069e+08 nChanged 12295
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 13766 members 
Mstep: Class 4 contains 176763 members 
Mstep: Class 5 contains 55171 members 
Mstep: Class 6 contains 11485 members 
Mstep: Class 7 contains 39284 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 152021 members 
Mstep: Class 11 contains 99920 members 
Mstep: Class 12 contains 78869 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 160217 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 17 contains 29104 members 
Mstep: Class 18 contains 79686 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12240 members 
Mstep: Class 21 contains 97896 members 
Mstep: Class 22 contains 36527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147006784.000000 Penalty: 72245.875000
Iteration 50Q: 22 clusters Score -1.470068e+08 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 3 contains 14378 members 
Mstep: Class 4 contains 175144 members 
Mstep: Class 5 contains 55446 members 
Mstep: Class 6 contains 11565 members 
Mstep: Class 7 contains 38911 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 152614 members 
Mstep: Class 11 contains 100611 members 
Mstep: Class 12 contains 78482 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 162256 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 77776 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 97963 members 
Mstep: Class 22 contains 36313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147007920.000000 Penalty: 72245.875000
Iteration 51Q: 22 clusters Score -1.470079e+08 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 15043 members 
Mstep: Class 4 contains 173475 members 
Mstep: Class 5 contains 55661 members 
Mstep: Class 6 contains 11651 members 
Mstep: Class 7 contains 38553 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 152841 members 
Mstep: Class 11 contains 101404 members 
Mstep: Class 12 contains 78156 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 14 contains 164410 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 17 contains 29537 members 
Mstep: Class 18 contains 75974 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12337 members 
Mstep: Class 21 contains 98008 members 
Mstep: Class 22 contains 36122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147007520.000000 Penalty: 72245.875000
Iteration 52Q: 22 clusters Score -1.470075e+08 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 15751 members 
Mstep: Class 4 contains 171933 members 
Mstep: Class 5 contains 55873 members 
Mstep: Class 6 contains 11702 members 
Mstep: Class 7 contains 38187 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 152711 members 
Mstep: Class 11 contains 102260 members 
Mstep: Class 12 contains 77886 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 14 contains 166467 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 17 contains 29765 members 
Mstep: Class 18 contains 74389 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12353 members 
Mstep: Class 21 contains 98068 members 
Mstep: Class 22 contains 35925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147006608.000000 Penalty: 72245.875000
Iteration 53Q: 22 clusters Score -1.470066e+08 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 16556 members 
Mstep: Class 4 contains 170401 members 
Mstep: Class 5 contains 56120 members 
Mstep: Class 6 contains 11743 members 
Mstep: Class 7 contains 37809 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 152406 members 
Mstep: Class 11 contains 103219 members 
Mstep: Class 12 contains 77703 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 14 contains 168277 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 17 contains 29996 members 
Mstep: Class 18 contains 72911 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12353 members 
Mstep: Class 21 contains 98136 members 
Mstep: Class 22 contains 35733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147006064.000000 Penalty: 72245.875000
Iteration 54Q: 22 clusters Score -1.470061e+08 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2204 members 
Mstep: Class 3 contains 17467 members 
Mstep: Class 4 contains 169112 members 
Mstep: Class 5 contains 56338 members 
Mstep: Class 6 contains 11810 members 
Mstep: Class 7 contains 37438 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 151859 members 
Mstep: Class 11 contains 104256 members 
Mstep: Class 12 contains 77510 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 14 contains 169763 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 17 contains 30227 members 
Mstep: Class 18 contains 71605 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12338 members 
Mstep: Class 21 contains 98144 members 
Mstep: Class 22 contains 35575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147006016.000000 Penalty: 72245.875000
Iteration 55Q: 22 clusters Score -1.47006e+08 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 3 contains 18491 members 
Mstep: Class 4 contains 168118 members 
Mstep: Class 5 contains 56539 members 
Mstep: Class 6 contains 11854 members 
Mstep: Class 7 contains 37141 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 151251 members 
Mstep: Class 11 contains 105260 members 
Mstep: Class 12 contains 77369 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 14 contains 170720 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 17 contains 30434 members 
Mstep: Class 18 contains 70444 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 98147 members 
Mstep: Class 22 contains 35418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147005856.000000 Penalty: 72245.875000
Iteration 56Q: 22 clusters Score -1.470059e+08 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2166 members 
Mstep: Class 3 contains 19563 members 
Mstep: Class 4 contains 167341 members 
Mstep: Class 5 contains 56755 members 
Mstep: Class 6 contains 11885 members 
Mstep: Class 7 contains 36891 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 150663 members 
Mstep: Class 11 contains 106352 members 
Mstep: Class 12 contains 77330 members 
Mstep: Class 13 contains 1900 members 
Mstep: Class 14 contains 171092 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 17 contains 30603 members 
Mstep: Class 18 contains 69350 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 98160 members 
Mstep: Class 22 contains 35286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147006592.000000 Penalty: 72245.875000
Iteration 57Q: 22 clusters Score -1.470066e+08 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2132 members 
Mstep: Class 3 contains 20678 members 
Mstep: Class 4 contains 166842 members 
Mstep: Class 5 contains 57012 members 
Mstep: Class 6 contains 11915 members 
Mstep: Class 7 contains 36729 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 150055 members 
Mstep: Class 11 contains 107432 members 
Mstep: Class 12 contains 77279 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 14 contains 170849 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 17 contains 30793 members 
Mstep: Class 18 contains 68380 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12318 members 
Mstep: Class 21 contains 98212 members 
Mstep: Class 22 contains 35147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147007248.000000 Penalty: 72245.875000
Iteration 58Q: 22 clusters Score -1.470072e+08 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 21817 members 
Mstep: Class 4 contains 166531 members 
Mstep: Class 5 contains 57242 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 36610 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 149438 members 
Mstep: Class 11 contains 108546 members 
Mstep: Class 12 contains 77245 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 14 contains 170275 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 17 contains 30981 members 
Mstep: Class 18 contains 67528 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12355 members 
Mstep: Class 21 contains 98171 members 
Mstep: Class 22 contains 35014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147007632.000000 Penalty: 72245.875000
Iteration 59Q: 22 clusters Score -1.470076e+08 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 1791 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 22995 members 
Mstep: Class 4 contains 166369 members 
Mstep: Class 5 contains 57459 members 
Mstep: Class 6 contains 12004 members 
Mstep: Class 7 contains 36481 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 148814 members 
Mstep: Class 11 contains 109657 members 
Mstep: Class 12 contains 77202 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 169471 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 17 contains 31161 members 
Mstep: Class 18 contains 66756 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 12404 members 
Mstep: Class 21 contains 98125 members 
Mstep: Class 22 contains 34898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147009376.000000 Penalty: 72245.875000
Iteration 60F: 22 clusters Score -1.470094e+08 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2025 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 166364 members 
Mstep: Class 5 contains 57705 members 
Mstep: Class 6 contains 12060 members 
Mstep: Class 7 contains 36380 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 148161 members 
Mstep: Class 11 contains 110683 members 
Mstep: Class 12 contains 77156 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 168196 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 17 contains 31338 members 
Mstep: Class 18 contains 66073 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 12436 members 
Mstep: Class 21 contains 98126 members 
Mstep: Class 22 contains 34816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147010832.000000 Penalty: 72245.875000
Iteration 61Q: 22 clusters Score -1.470108e+08 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 25941 members 
Mstep: Class 4 contains 166449 members 
Mstep: Class 5 contains 57903 members 
Mstep: Class 6 contains 12093 members 
Mstep: Class 7 contains 36294 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 147555 members 
Mstep: Class 11 contains 111708 members 
Mstep: Class 12 contains 77149 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 166611 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 17 contains 31517 members 
Mstep: Class 18 contains 65446 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 12472 members 
Mstep: Class 21 contains 98079 members 
Mstep: Class 22 contains 34729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147012288.000000 Penalty: 72245.875000
Iteration 62Q: 22 clusters Score -1.470123e+08 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 27543 members 
Mstep: Class 4 contains 166588 members 
Mstep: Class 5 contains 58123 members 
Mstep: Class 6 contains 12126 members 
Mstep: Class 7 contains 36195 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 147008 members 
Mstep: Class 11 contains 112755 members 
Mstep: Class 12 contains 77096 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 164848 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 17 contains 31708 members 
Mstep: Class 18 contains 64890 members 
Mstep: Class 19 contains 987 members 
Mstep: Class 20 contains 12505 members 
Mstep: Class 21 contains 98016 members 
Mstep: Class 22 contains 34609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147013440.000000 Penalty: 72245.875000
Iteration 63Q: 22 clusters Score -1.470134e+08 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1928 members 
Mstep: Class 3 contains 29223 members 
Mstep: Class 4 contains 166777 members 
Mstep: Class 5 contains 58325 members 
Mstep: Class 6 contains 12145 members 
Mstep: Class 7 contains 36140 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 146416 members 
Mstep: Class 11 contains 113722 members 
Mstep: Class 12 contains 77015 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 163031 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 17 contains 31878 members 
Mstep: Class 18 contains 64435 members 
Mstep: Class 19 contains 987 members 
Mstep: Class 20 contains 12554 members 
Mstep: Class 21 contains 97927 members 
Mstep: Class 22 contains 34504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147015008.000000 Penalty: 72245.875000
Iteration 64Q: 22 clusters Score -1.47015e+08 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1899 members 
Mstep: Class 3 contains 30948 members 
Mstep: Class 4 contains 167050 members 
Mstep: Class 5 contains 58556 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 36101 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 145709 members 
Mstep: Class 11 contains 114651 members 
Mstep: Class 12 contains 76919 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 161132 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 17 contains 32025 members 
Mstep: Class 18 contains 64029 members 
Mstep: Class 19 contains 985 members 
Mstep: Class 20 contains 12590 members 
Mstep: Class 21 contains 97859 members 
Mstep: Class 22 contains 34420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147015856.000000 Penalty: 72245.875000
Iteration 65Q: 22 clusters Score -1.470159e+08 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1782 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1878 members 
Mstep: Class 3 contains 32683 members 
Mstep: Class 4 contains 167311 members 
Mstep: Class 5 contains 58770 members 
Mstep: Class 6 contains 12213 members 
Mstep: Class 7 contains 36103 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 461 members 
Mstep: Class 10 contains 144945 members 
Mstep: Class 11 contains 115525 members 
Mstep: Class 12 contains 76791 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 159393 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 17 contains 32152 members 
Mstep: Class 18 contains 63668 members 
Mstep: Class 19 contains 985 members 
Mstep: Class 20 contains 12619 members 
Mstep: Class 21 contains 97707 members 
Mstep: Class 22 contains 34328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017360.000000 Penalty: 72245.875000
Iteration 66Q: 22 clusters Score -1.470174e+08 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1859 members 
Mstep: Class 3 contains 34334 members 
Mstep: Class 4 contains 167525 members 
Mstep: Class 5 contains 58996 members 
Mstep: Class 6 contains 12266 members 
Mstep: Class 7 contains 36118 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 144065 members 
Mstep: Class 11 contains 116310 members 
Mstep: Class 12 contains 76659 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 157845 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 17 contains 32277 members 
Mstep: Class 18 contains 63301 members 
Mstep: Class 19 contains 987 members 
Mstep: Class 20 contains 12666 members 
Mstep: Class 21 contains 97635 members 
Mstep: Class 22 contains 34259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018576.000000 Penalty: 72245.875000
Iteration 67Q: 22 clusters Score -1.470186e+08 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1842 members 
Mstep: Class 3 contains 35939 members 
Mstep: Class 4 contains 167740 members 
Mstep: Class 5 contains 59231 members 
Mstep: Class 6 contains 12313 members 
Mstep: Class 7 contains 36177 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 143072 members 
Mstep: Class 11 contains 116988 members 
Mstep: Class 12 contains 76496 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 156482 members 
Mstep: Class 15 contains 419 members 
Mstep: Class 17 contains 32421 members 
Mstep: Class 18 contains 62944 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 12731 members 
Mstep: Class 21 contains 97620 members 
Mstep: Class 22 contains 34146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147020016.000000 Penalty: 72245.875000
Iteration 68Q: 22 clusters Score -1.4702e+08 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 37489 members 
Mstep: Class 4 contains 167912 members 
Mstep: Class 5 contains 59414 members 
Mstep: Class 6 contains 12346 members 
Mstep: Class 7 contains 36230 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 141988 members 
Mstep: Class 11 contains 117656 members 
Mstep: Class 12 contains 76334 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 155383 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 17 contains 32539 members 
Mstep: Class 18 contains 62570 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 12781 members 
Mstep: Class 21 contains 97648 members 
Mstep: Class 22 contains 34060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147020864.000000 Penalty: 72245.875000
Iteration 69Q: 22 clusters Score -1.470209e+08 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1800 members 
Mstep: Class 3 contains 38988 members 
Mstep: Class 4 contains 167959 members 
Mstep: Class 5 contains 59599 members 
Mstep: Class 6 contains 12370 members 
Mstep: Class 7 contains 36291 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 140774 members 
Mstep: Class 11 contains 118346 members 
Mstep: Class 12 contains 76215 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 154562 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 17 contains 32677 members 
Mstep: Class 18 contains 62185 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 12821 members 
Mstep: Class 21 contains 97635 members 
Mstep: Class 22 contains 33972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147021776.000000 Penalty: 72245.875000
Iteration 70Q: 22 clusters Score -1.470218e+08 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1778 members 
Mstep: Class 3 contains 40388 members 
Mstep: Class 4 contains 167952 members 
Mstep: Class 5 contains 59812 members 
Mstep: Class 6 contains 12392 members 
Mstep: Class 7 contains 36354 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 139498 members 
Mstep: Class 11 contains 118964 members 
Mstep: Class 12 contains 76078 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 153913 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 17 contains 32808 members 
Mstep: Class 18 contains 61817 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 12890 members 
Mstep: Class 21 contains 97644 members 
Mstep: Class 22 contains 33920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147022624.000000 Penalty: 72245.875000
Iteration 71Q: 22 clusters Score -1.470226e+08 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1759 members 
Mstep: Class 3 contains 41699 members 
Mstep: Class 4 contains 167854 members 
Mstep: Class 5 contains 60010 members 
Mstep: Class 6 contains 12416 members 
Mstep: Class 7 contains 36419 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 138256 members 
Mstep: Class 11 contains 119554 members 
Mstep: Class 12 contains 75926 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 153437 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 17 contains 32948 members 
Mstep: Class 18 contains 61449 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 97634 members 
Mstep: Class 22 contains 33887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147023648.000000 Penalty: 72245.875000
Iteration 72Q: 22 clusters Score -1.470236e+08 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1739 members 
Mstep: Class 3 contains 42869 members 
Mstep: Class 4 contains 167661 members 
Mstep: Class 5 contains 60205 members 
Mstep: Class 6 contains 12424 members 
Mstep: Class 7 contains 36506 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 137117 members 
Mstep: Class 11 contains 120038 members 
Mstep: Class 12 contains 75804 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 153153 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 17 contains 33102 members 
Mstep: Class 18 contains 61043 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 13043 members 
Mstep: Class 21 contains 97669 members 
Mstep: Class 22 contains 33859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147024480.000000 Penalty: 72245.875000
Iteration 73Q: 22 clusters Score -1.470245e+08 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1727 members 
Mstep: Class 3 contains 43948 members 
Mstep: Class 4 contains 167437 members 
Mstep: Class 5 contains 60346 members 
Mstep: Class 6 contains 12445 members 
Mstep: Class 7 contains 36584 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 136106 members 
Mstep: Class 11 contains 120455 members 
Mstep: Class 12 contains 75675 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 152971 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 17 contains 33265 members 
Mstep: Class 18 contains 60652 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 21 contains 97704 members 
Mstep: Class 22 contains 33829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147024864.000000 Penalty: 72245.875000
Iteration 74Q: 22 clusters Score -1.470249e+08 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1717 members 
Mstep: Class 3 contains 44970 members 
Mstep: Class 4 contains 167174 members 
Mstep: Class 5 contains 60477 members 
Mstep: Class 6 contains 12433 members 
Mstep: Class 7 contains 36648 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 135154 members 
Mstep: Class 11 contains 120889 members 
Mstep: Class 12 contains 75559 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 152968 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 17 contains 33426 members 
Mstep: Class 18 contains 60187 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 13159 members 
Mstep: Class 21 contains 97696 members 
Mstep: Class 22 contains 33816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147025568.000000 Penalty: 72245.875000
Iteration 75Q: 22 clusters Score -1.470256e+08 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1710 members 
Mstep: Class 3 contains 45868 members 
Mstep: Class 4 contains 166890 members 
Mstep: Class 5 contains 60572 members 
Mstep: Class 6 contains 12444 members 
Mstep: Class 7 contains 36703 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 134336 members 
Mstep: Class 11 contains 121173 members 
Mstep: Class 12 contains 75458 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 153141 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 17 contains 33572 members 
Mstep: Class 18 contains 59700 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 13188 members 
Mstep: Class 21 contains 97739 members 
Mstep: Class 22 contains 33793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147026256.000000 Penalty: 72245.875000
Iteration 76Q: 22 clusters Score -1.470263e+08 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1699 members 
Mstep: Class 3 contains 46687 members 
Mstep: Class 4 contains 166471 members 
Mstep: Class 5 contains 60663 members 
Mstep: Class 6 contains 12445 members 
Mstep: Class 7 contains 36726 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 133563 members 
Mstep: Class 11 contains 121504 members 
Mstep: Class 12 contains 75363 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 153481 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 17 contains 33708 members 
Mstep: Class 18 contains 59192 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 13211 members 
Mstep: Class 21 contains 97811 members 
Mstep: Class 22 contains 33781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147026672.000000 Penalty: 72245.875000
Iteration 77Q: 22 clusters Score -1.470267e+08 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1691 members 
Mstep: Class 3 contains 47428 members 
Mstep: Class 4 contains 165987 members 
Mstep: Class 5 contains 60717 members 
Mstep: Class 6 contains 12445 members 
Mstep: Class 7 contains 36765 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 132938 members 
Mstep: Class 11 contains 121744 members 
Mstep: Class 12 contains 75269 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 153899 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 17 contains 33847 members 
Mstep: Class 18 contains 58714 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 13225 members 
Mstep: Class 21 contains 97904 members 
Mstep: Class 22 contains 33744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147027344.000000 Penalty: 72245.875000
Iteration 78Q: 22 clusters Score -1.470273e+08 nChanged 5298
Entering ConstructFrom: 
Score: -147027344.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (4852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Entering Unmasked Estep 
Score: -666123.750000 Penalty: 2104.812256
	Iteration 0F: 2 clusters Score -666123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -661740.750000 Penalty: 4209.624512
	Iteration 0F: 3 clusters Score -661740.8 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -662762.437500 Penalty: 4209.624512
	Iteration 1F: 3 clusters Score -662762.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -662930.500000 Penalty: 4209.624512
	Iteration 2F: 3 clusters Score -662930.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -663042.125000 Penalty: 4209.624512
	Iteration 3Q: 3 clusters Score -663042.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -663171.375000 Penalty: 4209.624512
	Iteration 4Q: 3 clusters Score -663171.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -663277.250000 Penalty: 4209.624512
	Iteration 5Q: 3 clusters Score -663277.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -663359.875000 Penalty: 4209.624512
	Iteration 6Q: 3 clusters Score -663359.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -663425.562500 Penalty: 4209.624512
	Iteration 7Q: 3 clusters Score -663425.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -663498.750000 Penalty: 4209.624512
	Iteration 8Q: 3 clusters Score -663498.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -663570.250000 Penalty: 4209.624512
	Iteration 9Q: 3 clusters Score -663570.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -663644.625000 Penalty: 4209.624512
	Iteration 10Q: 3 clusters Score -663644.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -663719.750000 Penalty: 4209.624512
	Iteration 11Q: 3 clusters Score -663719.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -663804.437500 Penalty: 4209.624512
	Iteration 12Q: 3 clusters Score -663804.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -663879.187500 Penalty: 4209.624512
	Iteration 13Q: 3 clusters Score -663879.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -663951.812500 Penalty: 4209.624512
	Iteration 14Q: 3 clusters Score -663951.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -664033.250000 Penalty: 4209.624512
	Iteration 15Q: 3 clusters Score -664033.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -664097.062500 Penalty: 4209.624512
	Iteration 16Q: 3 clusters Score -664097.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -664151.437500 Penalty: 4209.624512
	Iteration 17Q: 3 clusters Score -664151.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -664200.812500 Penalty: 4209.624512
	Iteration 18Q: 3 clusters Score -664200.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -664249.500000 Penalty: 4209.624512
	Iteration 19Q: 3 clusters Score -664249.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -664286.812500 Penalty: 4209.624512
	Iteration 20F: 3 clusters Score -664286.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -664322.687500 Penalty: 4209.624512
	Iteration 21Q: 3 clusters Score -664322.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -664357.375000 Penalty: 4209.624512
	Iteration 22Q: 3 clusters Score -664357.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -664385.375000 Penalty: 4209.624512
	Iteration 23Q: 3 clusters Score -664385.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -664404.937500 Penalty: 4209.624512
	Iteration 24Q: 3 clusters Score -664404.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -664421.437500 Penalty: 4209.624512
	Iteration 25Q: 3 clusters Score -664421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -664429.375000 Penalty: 4209.624512
	Iteration 26Q: 3 clusters Score -664429.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -664432.062500 Penalty: 4209.624512
	Iteration 27Q: 3 clusters Score -664432.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -664432.062500 Penalty: 4209.624512
	Iteration 28F: 3 clusters Score -664432.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -237172.953125 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -237173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -234737.437500 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -234737.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -235130.421875 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -235130.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -235315.656250 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -235315.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -235422.625000 Penalty: 3685.630615
	Iteration 3F: 3 clusters Score -235422.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -235485.125000 Penalty: 3685.630615
	Iteration 4Q: 3 clusters Score -235485.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -235521.093750 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -235521.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -235544.828125 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -235544.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -235568.046875 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -235568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -235580.875000 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -235580.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -235592.171875 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -235592.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -235603.687500 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -235603.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -235611.718750 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -235611.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -235620.921875 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -235620.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -235629.640625 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -235629.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -235637.406250 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -235637.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -235643.250000 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -235643.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -235654.031250 Penalty: 3685.630615
	Iteration 16Q: 3 clusters Score -235654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -235670.453125 Penalty: 3685.630615
	Iteration 17Q: 3 clusters Score -235670.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -235685.921875 Penalty: 3685.630615
	Iteration 18Q: 3 clusters Score -235685.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -235693.328125 Penalty: 3685.630615
	Iteration 19Q: 3 clusters Score -235693.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -235697.203125 Penalty: 3685.630615
	Iteration 20F: 3 clusters Score -235697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -235701.109375 Penalty: 3685.630615
	Iteration 21Q: 3 clusters Score -235701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -235704.093750 Penalty: 3685.630615
	Iteration 22Q: 3 clusters Score -235704.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -235704.515625 Penalty: 3685.630615
	Iteration 23Q: 3 clusters Score -235704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -235705.390625 Penalty: 3685.630615
	Iteration 24Q: 3 clusters Score -235705.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -235705.390625 Penalty: 3685.630615
	Iteration 25F: 3 clusters Score -235705.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Entering Unmasked Estep 
Score: -6874664.500000 Penalty: 2673.846680
	Iteration 0F: 2 clusters Score -6874664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -6842264.000000 Penalty: 5347.693359
	Iteration 0F: 3 clusters Score -6842264 nChanged 22057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -6854447.500000 Penalty: 5347.693359
	Iteration 1F: 3 clusters Score -6854448 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -6854897.000000 Penalty: 5347.693359
	Iteration 2Q: 3 clusters Score -6854897 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -6855424.000000 Penalty: 5347.693359
	Iteration 3Q: 3 clusters Score -6855424 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -6855903.500000 Penalty: 5347.693359
	Iteration 4Q: 3 clusters Score -6855904 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -6856442.000000 Penalty: 5347.693359
	Iteration 5Q: 3 clusters Score -6856442 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -6857177.500000 Penalty: 5347.693359
	Iteration 6Q: 3 clusters Score -6857178 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -6858084.000000 Penalty: 5347.693359
	Iteration 7Q: 3 clusters Score -6858084 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -6859320.000000 Penalty: 5347.693359
	Iteration 8Q: 3 clusters Score -6859320 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -6860770.500000 Penalty: 5347.693359
	Iteration 9Q: 3 clusters Score -6860770 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -6862414.000000 Penalty: 5347.693359
	Iteration 10F: 3 clusters Score -6862414 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -6864210.000000 Penalty: 5347.693359
	Iteration 11F: 3 clusters Score -6864210 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -6865996.000000 Penalty: 5347.693359
	Iteration 12Q: 3 clusters Score -6865996 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -6867407.500000 Penalty: 5347.693359
	Iteration 13Q: 3 clusters Score -6867408 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -6868347.000000 Penalty: 5347.693359
	Iteration 14Q: 3 clusters Score -6868347 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -6868858.500000 Penalty: 5347.693359
	Iteration 15Q: 3 clusters Score -6868858 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -6869154.500000 Penalty: 5347.693359
	Iteration 16Q: 3 clusters Score -6869154 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -6869361.500000 Penalty: 5347.693359
	Iteration 17Q: 3 clusters Score -6869362 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -6869549.500000 Penalty: 5347.693359
	Iteration 18Q: 3 clusters Score -6869550 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -6869687.500000 Penalty: 5347.693359
	Iteration 19Q: 3 clusters Score -6869688 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -6869825.000000 Penalty: 5347.693359
	Iteration 20F: 3 clusters Score -6869825 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -6869976.000000 Penalty: 5347.693359
	Iteration 21Q: 3 clusters Score -6869976 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -6870092.000000 Penalty: 5347.693359
	Iteration 22Q: 3 clusters Score -6870092 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -6870229.000000 Penalty: 5347.693359
	Iteration 23Q: 3 clusters Score -6870229 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -6870373.000000 Penalty: 5347.693359
	Iteration 24Q: 3 clusters Score -6870373 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -6870510.500000 Penalty: 5347.693359
	Iteration 25Q: 3 clusters Score -6870510 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -6870632.500000 Penalty: 5347.693359
	Iteration 26Q: 3 clusters Score -6870632 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -6870754.500000 Penalty: 5347.693359
	Iteration 27Q: 3 clusters Score -6870754 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -6870884.000000 Penalty: 5347.693359
	Iteration 28Q: 3 clusters Score -6870884 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -6871025.500000 Penalty: 5347.693359
	Iteration 29Q: 3 clusters Score -6871026 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -6871161.000000 Penalty: 5347.693359
	Iteration 30Q: 3 clusters Score -6871161 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -6871283.500000 Penalty: 5347.693359
	Iteration 31Q: 3 clusters Score -6871284 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -6871385.500000 Penalty: 5347.693359
	Iteration 32Q: 3 clusters Score -6871386 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6871491.000000 Penalty: 5347.693359
	Iteration 33Q: 3 clusters Score -6871491 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6871588.500000 Penalty: 5347.693359
	Iteration 34Q: 3 clusters Score -6871588 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -6871679.000000 Penalty: 5347.693359
	Iteration 35Q: 3 clusters Score -6871679 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6871784.000000 Penalty: 5347.693359
	Iteration 36Q: 3 clusters Score -6871784 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -6871881.000000 Penalty: 5347.693359
	Iteration 37Q: 3 clusters Score -6871881 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6871963.500000 Penalty: 5347.693359
	Iteration 38Q: 3 clusters Score -6871964 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6872030.000000 Penalty: 5347.693359
	Iteration 39Q: 3 clusters Score -6872030 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6872079.000000 Penalty: 5347.693359
	Iteration 40F: 3 clusters Score -6872079 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6872118.000000 Penalty: 5347.693359
	Iteration 41Q: 3 clusters Score -6872118 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6872160.500000 Penalty: 5347.693359
	Iteration 42Q: 3 clusters Score -6872160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6872197.500000 Penalty: 5347.693359
	Iteration 43Q: 3 clusters Score -6872198 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6872232.000000 Penalty: 5347.693359
	Iteration 44Q: 3 clusters Score -6872232 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6872277.000000 Penalty: 5347.693359
	Iteration 45Q: 3 clusters Score -6872277 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6872292.500000 Penalty: 5347.693359
	Iteration 46Q: 3 clusters Score -6872292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6872323.500000 Penalty: 5347.693359
	Iteration 47Q: 3 clusters Score -6872324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6872355.500000 Penalty: 5347.693359
	Iteration 48Q: 3 clusters Score -6872356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6872373.500000 Penalty: 5347.693359
	Iteration 49Q: 3 clusters Score -6872374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6872388.500000 Penalty: 5347.693359
	Iteration 50Q: 3 clusters Score -6872388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6872403.500000 Penalty: 5347.693359
	Iteration 51Q: 3 clusters Score -6872404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6872407.000000 Penalty: 5347.693359
	Iteration 52Q: 3 clusters Score -6872407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6872423.000000 Penalty: 5347.693359
	Iteration 53Q: 3 clusters Score -6872423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6872424.500000 Penalty: 5347.693359
	Iteration 54Q: 3 clusters Score -6872424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6872435.000000 Penalty: 5347.693359
	Iteration 55Q: 3 clusters Score -6872435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6872445.500000 Penalty: 5347.693359
	Iteration 56Q: 3 clusters Score -6872446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6872459.000000 Penalty: 5347.693359
	Iteration 57Q: 3 clusters Score -6872459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6872466.500000 Penalty: 5347.693359
	Iteration 58Q: 3 clusters Score -6872466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6872462.000000 Penalty: 5347.693359
	Iteration 59Q: 3 clusters Score -6872462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6872468.500000 Penalty: 5347.693359
	Iteration 60F: 3 clusters Score -6872468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6872479.500000 Penalty: 5347.693359
	Iteration 61Q: 3 clusters Score -6872480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6872484.500000 Penalty: 5347.693359
	Iteration 62Q: 3 clusters Score -6872484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6872491.500000 Penalty: 5347.693359
	Iteration 63Q: 3 clusters Score -6872492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6872495.500000 Penalty: 5347.693359
	Iteration 64Q: 3 clusters Score -6872496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6872495.000000 Penalty: 5347.693359
	Iteration 65Q: 3 clusters Score -6872495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6872506.000000 Penalty: 5347.693359
	Iteration 66Q: 3 clusters Score -6872506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6872503.000000 Penalty: 5347.693359
	Iteration 67Q: 3 clusters Score -6872503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6872511.000000 Penalty: 5347.693359
	Iteration 68Q: 3 clusters Score -6872511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6872509.000000 Penalty: 5347.693359
	Iteration 69Q: 3 clusters Score -6872509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6872504.000000 Penalty: 5347.693359
	Iteration 70Q: 3 clusters Score -6872504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6872501.500000 Penalty: 5347.693359
	Iteration 71Q: 3 clusters Score -6872502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6872509.000000 Penalty: 5347.693359
	Iteration 72Q: 3 clusters Score -6872509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6872514.000000 Penalty: 5347.693359
	Iteration 73Q: 3 clusters Score -6872514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6872518.000000 Penalty: 5347.693359
	Iteration 74Q: 3 clusters Score -6872518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6872520.500000 Penalty: 5347.693359
	Iteration 75Q: 3 clusters Score -6872520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6872520.500000 Penalty: 5347.693359
	Iteration 76Q: 3 clusters Score -6872520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6872519.500000 Penalty: 5347.693359
	Iteration 77Q: 3 clusters Score -6872520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6872525.500000 Penalty: 5347.693359
	Iteration 78Q: 3 clusters Score -6872526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6872528.500000 Penalty: 5347.693359
	Iteration 79Q: 3 clusters Score -6872528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6872532.000000 Penalty: 5347.693359
	Iteration 80F: 3 clusters Score -6872532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6872537.500000 Penalty: 5347.693359
	Iteration 81Q: 3 clusters Score -6872538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6872539.500000 Penalty: 5347.693359
	Iteration 82Q: 3 clusters Score -6872540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6872539.000000 Penalty: 5347.693359
	Iteration 83Q: 3 clusters Score -6872539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6872541.000000 Penalty: 5347.693359
	Iteration 84Q: 3 clusters Score -6872541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6872537.500000 Penalty: 5347.693359
	Iteration 85Q: 3 clusters Score -6872538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6872537.500000 Penalty: 5347.693359
	Iteration 86F: 3 clusters Score -6872538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (165293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165293 members 
Entering Unmasked Estep 
Score: -23165276.000000 Penalty: 2979.837891
	Iteration 0F: 2 clusters Score -2.316528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 82719 members 
Entering Unmasked Estep 
Score: -23059286.000000 Penalty: 5959.675781
	Iteration 0F: 3 clusters Score -2.305929e+07 nChanged 78968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 84941 members 
Entering Unmasked Estep 
Score: -23105020.000000 Penalty: 5959.675781
	Iteration 1F: 3 clusters Score -2.310502e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -23106324.000000 Penalty: 5959.675781
	Iteration 2Q: 3 clusters Score -2.310632e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 88089 members 
Entering Unmasked Estep 
Score: -23107716.000000 Penalty: 5959.675781
	Iteration 3Q: 3 clusters Score -2.310772e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -23109798.000000 Penalty: 5959.675781
	Iteration 4Q: 3 clusters Score -2.31098e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 94195 members 
Entering Unmasked Estep 
Score: -23112832.000000 Penalty: 5959.675781
	Iteration 5Q: 3 clusters Score -2.311283e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 98670 members 
Entering Unmasked Estep 
Score: -23117414.000000 Penalty: 5959.675781
	Iteration 6Q: 3 clusters Score -2.311741e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -23124062.000000 Penalty: 5959.675781
	Iteration 7F: 3 clusters Score -2.312406e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 109127 members 
Entering Unmasked Estep 
Score: -23132126.000000 Penalty: 5959.675781
	Iteration 8F: 3 clusters Score -2.313213e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 113547 members 
Entering Unmasked Estep 
Score: -23139906.000000 Penalty: 5959.675781
	Iteration 9F: 3 clusters Score -2.313991e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 116559 members 
Entering Unmasked Estep 
Score: -23144986.000000 Penalty: 5959.675781
	Iteration 10F: 3 clusters Score -2.314499e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 118989 members 
Entering Unmasked Estep 
Score: -23147312.000000 Penalty: 5959.675781
	Iteration 11Q: 3 clusters Score -2.314731e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 121293 members 
Entering Unmasked Estep 
Score: -23148486.000000 Penalty: 5959.675781
	Iteration 12Q: 3 clusters Score -2.314849e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 123616 members 
Entering Unmasked Estep 
Score: -23149292.000000 Penalty: 5959.675781
	Iteration 13Q: 3 clusters Score -2.314929e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 126005 members 
Entering Unmasked Estep 
Score: -23150174.000000 Penalty: 5959.675781
	Iteration 14Q: 3 clusters Score -2.315017e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 128457 members 
Entering Unmasked Estep 
Score: -23151076.000000 Penalty: 5959.675781
	Iteration 15Q: 3 clusters Score -2.315108e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 130973 members 
Entering Unmasked Estep 
Score: -23151958.000000 Penalty: 5959.675781
	Iteration 16Q: 3 clusters Score -2.315196e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 133481 members 
Entering Unmasked Estep 
Score: -23152750.000000 Penalty: 5959.675781
	Iteration 17Q: 3 clusters Score -2.315275e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 136039 members 
Entering Unmasked Estep 
Score: -23153818.000000 Penalty: 5959.675781
	Iteration 18Q: 3 clusters Score -2.315382e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 138623 members 
Entering Unmasked Estep 
Score: -23154860.000000 Penalty: 5959.675781
	Iteration 19Q: 3 clusters Score -2.315486e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 141246 members 
Entering Unmasked Estep 
Score: -23155924.000000 Penalty: 5959.675781
	Iteration 20F: 3 clusters Score -2.315592e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 143789 members 
Entering Unmasked Estep 
Score: -23156942.000000 Penalty: 5959.675781
	Iteration 21Q: 3 clusters Score -2.315694e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 146319 members 
Entering Unmasked Estep 
Score: -23157918.000000 Penalty: 5959.675781
	Iteration 22Q: 3 clusters Score -2.315792e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 148729 members 
Entering Unmasked Estep 
Score: -23158710.000000 Penalty: 5959.675781
	Iteration 23Q: 3 clusters Score -2.315871e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 150911 members 
Entering Unmasked Estep 
Score: -23159484.000000 Penalty: 5959.675781
	Iteration 24Q: 3 clusters Score -2.315948e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 152891 members 
Entering Unmasked Estep 
Score: -23160064.000000 Penalty: 5959.675781
	Iteration 25Q: 3 clusters Score -2.316006e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 154700 members 
Entering Unmasked Estep 
Score: -23160568.000000 Penalty: 5959.675781
	Iteration 26Q: 3 clusters Score -2.316057e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 156253 members 
Entering Unmasked Estep 
Score: -23160888.000000 Penalty: 5959.675781
	Iteration 27Q: 3 clusters Score -2.316089e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 157578 members 
Entering Unmasked Estep 
Score: -23161122.000000 Penalty: 5959.675781
	Iteration 28Q: 3 clusters Score -2.316112e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 158700 members 
Entering Unmasked Estep 
Score: -23161460.000000 Penalty: 5959.675781
	Iteration 29Q: 3 clusters Score -2.316146e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 159666 members 
Entering Unmasked Estep 
Score: -23161710.000000 Penalty: 5959.675781
	Iteration 30Q: 3 clusters Score -2.316171e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 160437 members 
Entering Unmasked Estep 
Score: -23161878.000000 Penalty: 5959.675781
	Iteration 31Q: 3 clusters Score -2.316188e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 161084 members 
Entering Unmasked Estep 
Score: -23162024.000000 Penalty: 5959.675781
	Iteration 32Q: 3 clusters Score -2.316202e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 161619 members 
Entering Unmasked Estep 
Score: -23162162.000000 Penalty: 5959.675781
	Iteration 33Q: 3 clusters Score -2.316216e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -23162214.000000 Penalty: 5959.675781
	Iteration 34Q: 3 clusters Score -2.316221e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 162374 members 
Entering Unmasked Estep 
Score: -23162366.000000 Penalty: 5959.675781
	Iteration 35Q: 3 clusters Score -2.316237e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 162661 members 
Entering Unmasked Estep 
Score: -23162446.000000 Penalty: 5959.675781
	Iteration 36Q: 3 clusters Score -2.316245e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 162897 members 
Entering Unmasked Estep 
Score: -23162448.000000 Penalty: 5959.675781
	Iteration 37Q: 3 clusters Score -2.316245e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 163111 members 
Entering Unmasked Estep 
Score: -23162514.000000 Penalty: 5959.675781
	Iteration 38Q: 3 clusters Score -2.316251e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 163255 members 
Entering Unmasked Estep 
Score: -23162568.000000 Penalty: 5959.675781
	Iteration 39Q: 3 clusters Score -2.316257e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 163387 members 
Entering Unmasked Estep 
Score: -23162578.000000 Penalty: 5959.675781
	Iteration 40F: 3 clusters Score -2.316258e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 163495 members 
Entering Unmasked Estep 
Score: -23162628.000000 Penalty: 5959.675781
	Iteration 41Q: 3 clusters Score -2.316263e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 163579 members 
Entering Unmasked Estep 
Score: -23162632.000000 Penalty: 5959.675781
	Iteration 42Q: 3 clusters Score -2.316263e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 163655 members 
Entering Unmasked Estep 
Score: -23162664.000000 Penalty: 5959.675781
	Iteration 43Q: 3 clusters Score -2.316266e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 163712 members 
Entering Unmasked Estep 
Score: -23162696.000000 Penalty: 5959.675781
	Iteration 44Q: 3 clusters Score -2.31627e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 163766 members 
Entering Unmasked Estep 
Score: -23162696.000000 Penalty: 5959.675781
	Iteration 45Q: 3 clusters Score -2.31627e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 163812 members 
Entering Unmasked Estep 
Score: -23162728.000000 Penalty: 5959.675781
	Iteration 46Q: 3 clusters Score -2.316273e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 163845 members 
Entering Unmasked Estep 
Score: -23162740.000000 Penalty: 5959.675781
	Iteration 47Q: 3 clusters Score -2.316274e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 163882 members 
Entering Unmasked Estep 
Score: -23162740.000000 Penalty: 5959.675781
	Iteration 48Q: 3 clusters Score -2.316274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 163910 members 
Entering Unmasked Estep 
Score: -23162764.000000 Penalty: 5959.675781
	Iteration 49Q: 3 clusters Score -2.316276e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 163928 members 
Entering Unmasked Estep 
Score: -23162800.000000 Penalty: 5959.675781
	Iteration 50Q: 3 clusters Score -2.31628e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 163954 members 
Entering Unmasked Estep 
Score: -23162776.000000 Penalty: 5959.675781
	Iteration 51Q: 3 clusters Score -2.316278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 163973 members 
Entering Unmasked Estep 
Score: -23162756.000000 Penalty: 5959.675781
	Iteration 52Q: 3 clusters Score -2.316276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 163988 members 
Entering Unmasked Estep 
Score: -23162764.000000 Penalty: 5959.675781
	Iteration 53Q: 3 clusters Score -2.316276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 164008 members 
Entering Unmasked Estep 
Score: -23162794.000000 Penalty: 5959.675781
	Iteration 54Q: 3 clusters Score -2.316279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 164030 members 
Entering Unmasked Estep 
Score: -23162764.000000 Penalty: 5959.675781
	Iteration 55Q: 3 clusters Score -2.316276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 164047 members 
Entering Unmasked Estep 
Score: -23162770.000000 Penalty: 5959.675781
	Iteration 56Q: 3 clusters Score -2.316277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -23162794.000000 Penalty: 5959.675781
	Iteration 57Q: 3 clusters Score -2.316279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -23162780.000000 Penalty: 5959.675781
	Iteration 58Q: 3 clusters Score -2.316278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 164073 members 
Entering Unmasked Estep 
Score: -23162782.000000 Penalty: 5959.675781
	Iteration 59Q: 3 clusters Score -2.316278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 164077 members 
Entering Unmasked Estep 
Score: -23162784.000000 Penalty: 5959.675781
	Iteration 60F: 3 clusters Score -2.316278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 164081 members 
Entering Unmasked Estep 
Score: -23162782.000000 Penalty: 5959.675781
	Iteration 61Q: 3 clusters Score -2.316278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 164087 members 
Entering Unmasked Estep 
Score: -23162788.000000 Penalty: 5959.675781
	Iteration 62Q: 3 clusters Score -2.316279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 164091 members 
Entering Unmasked Estep 
Score: -23162796.000000 Penalty: 5959.675781
	Iteration 63Q: 3 clusters Score -2.31628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 164096 members 
Entering Unmasked Estep 
Score: -23162800.000000 Penalty: 5959.675781
	Iteration 64Q: 3 clusters Score -2.31628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 164101 members 
Entering Unmasked Estep 
Score: -23162776.000000 Penalty: 5959.675781
	Iteration 65Q: 3 clusters Score -2.316278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 164107 members 
Entering Unmasked Estep 
Score: -23162786.000000 Penalty: 5959.675781
	Iteration 66Q: 3 clusters Score -2.316279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 164115 members 
Entering Unmasked Estep 
Score: -23162792.000000 Penalty: 5959.675781
	Iteration 67Q: 3 clusters Score -2.316279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 164118 members 
Entering Unmasked Estep 
Score: -23162796.000000 Penalty: 5959.675781
	Iteration 68Q: 3 clusters Score -2.31628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 164122 members 
Entering Unmasked Estep 
Score: -23162796.000000 Penalty: 5959.675781
	Iteration 69Q: 3 clusters Score -2.31628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 164128 members 
Entering Unmasked Estep 
Score: -23162784.000000 Penalty: 5959.675781
	Iteration 70Q: 3 clusters Score -2.316278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -23162786.000000 Penalty: 5959.675781
	Iteration 71Q: 3 clusters Score -2.316279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 164137 members 
Entering Unmasked Estep 
Score: -23162786.000000 Penalty: 5959.675781
	Iteration 72Q: 3 clusters Score -2.316279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 164141 members 
Entering Unmasked Estep 
Score: -23162800.000000 Penalty: 5959.675781
	Iteration 73Q: 3 clusters Score -2.31628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 164143 members 
Entering Unmasked Estep 
Score: -23162806.000000 Penalty: 5959.675781
	Iteration 74Q: 3 clusters Score -2.316281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 164145 members 
Entering Unmasked Estep 
Score: -23162802.000000 Penalty: 5959.675781
	Iteration 75Q: 3 clusters Score -2.31628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 164146 members 
Entering Unmasked Estep 
Score: -23162814.000000 Penalty: 5959.675781
	Iteration 76Q: 3 clusters Score -2.316281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 164147 members 
Entering Unmasked Estep 
Score: -23162806.000000 Penalty: 5959.675781
	Iteration 77Q: 3 clusters Score -2.316281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 164149 members 
Entering Unmasked Estep 
Score: -23162790.000000 Penalty: 5959.675781
	Iteration 78Q: 3 clusters Score -2.316279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 164150 members 
Entering Unmasked Estep 
Score: -23162790.000000 Penalty: 5959.675781
	Iteration 79Q: 3 clusters Score -2.316279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 164152 members 
Entering Unmasked Estep 
Score: -23162800.000000 Penalty: 5959.675781
	Iteration 80F: 3 clusters Score -2.31628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 164157 members 
Entering Unmasked Estep 
Score: -23162780.000000 Penalty: 5959.675781
	Iteration 81Q: 3 clusters Score -2.316278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 164159 members 
Entering Unmasked Estep 
Score: -23162780.000000 Penalty: 5959.675781
	Iteration 82Q: 3 clusters Score -2.316278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 164160 members 
Entering Unmasked Estep 
Score: -23162788.000000 Penalty: 5959.675781
	Iteration 83Q: 3 clusters Score -2.316279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 164161 members 
Entering Unmasked Estep 
Score: -23162786.000000 Penalty: 5959.675781
	Iteration 84Q: 3 clusters Score -2.316279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 164161 members 
Entering Unmasked Estep 
Score: -23162786.000000 Penalty: 5959.675781
	Iteration 85F: 3 clusters Score -2.316279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Entering Unmasked Estep 
Score: -8671610.000000 Penalty: 2731.609619
	Iteration 0F: 2 clusters Score -8671610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -8630867.000000 Penalty: 5463.219238
	Iteration 0F: 3 clusters Score -8630867 nChanged 28337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -8646587.000000 Penalty: 5463.219238
	Iteration 1F: 3 clusters Score -8646587 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -8647188.000000 Penalty: 5463.219238
	Iteration 2Q: 3 clusters Score -8647188 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -8647707.000000 Penalty: 5463.219238
	Iteration 3Q: 3 clusters Score -8647707 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -8648447.000000 Penalty: 5463.219238
	Iteration 4Q: 3 clusters Score -8648447 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -8649535.000000 Penalty: 5463.219238
	Iteration 5Q: 3 clusters Score -8649535 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -8651393.000000 Penalty: 5463.219238
	Iteration 6F: 3 clusters Score -8651393 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -8654723.000000 Penalty: 5463.219238
	Iteration 7F: 3 clusters Score -8654723 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -8659337.000000 Penalty: 5463.219238
	Iteration 8F: 3 clusters Score -8659337 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -8664080.000000 Penalty: 5463.219238
	Iteration 9F: 3 clusters Score -8664080 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8667213.000000 Penalty: 5463.219238
	Iteration 10F: 3 clusters Score -8667213 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8668523.000000 Penalty: 5463.219238
	Iteration 11Q: 3 clusters Score -8668523 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8668932.000000 Penalty: 5463.219238
	Iteration 12Q: 3 clusters Score -8668932 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8669089.000000 Penalty: 5463.219238
	Iteration 13Q: 3 clusters Score -8669089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8669161.000000 Penalty: 5463.219238
	Iteration 14Q: 3 clusters Score -8669161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8669215.000000 Penalty: 5463.219238
	Iteration 15Q: 3 clusters Score -8669215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8669242.000000 Penalty: 5463.219238
	Iteration 16Q: 3 clusters Score -8669242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8669257.000000 Penalty: 5463.219238
	Iteration 17Q: 3 clusters Score -8669257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8669262.000000 Penalty: 5463.219238
	Iteration 18Q: 3 clusters Score -8669262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8669264.000000 Penalty: 5463.219238
	Iteration 19Q: 3 clusters Score -8669264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8669272.000000 Penalty: 5463.219238
	Iteration 20F: 3 clusters Score -8669272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8669276.000000 Penalty: 5463.219238
	Iteration 21Q: 3 clusters Score -8669276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8669276.000000 Penalty: 5463.219238
	Iteration 22F: 3 clusters Score -8669276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Entering Unmasked Estep 
Score: -1761504.250000 Penalty: 2338.729004
	Iteration 0F: 2 clusters Score -1761504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1752325.000000 Penalty: 4677.458008
	Iteration 0F: 3 clusters Score -1752325 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1755105.875000 Penalty: 4677.458008
	Iteration 1F: 3 clusters Score -1755106 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1755457.750000 Penalty: 4677.458008
	Iteration 2F: 3 clusters Score -1755458 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1755706.375000 Penalty: 4677.458008
	Iteration 3Q: 3 clusters Score -1755706 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1755900.750000 Penalty: 4677.458008
	Iteration 4Q: 3 clusters Score -1755901 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1756099.875000 Penalty: 4677.458008
	Iteration 5Q: 3 clusters Score -1756100 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1756296.750000 Penalty: 4677.458008
	Iteration 6Q: 3 clusters Score -1756297 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1756471.750000 Penalty: 4677.458008
	Iteration 7Q: 3 clusters Score -1756472 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1756630.500000 Penalty: 4677.458008
	Iteration 8Q: 3 clusters Score -1756630 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1756800.875000 Penalty: 4677.458008
	Iteration 9Q: 3 clusters Score -1756801 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1756980.625000 Penalty: 4677.458008
	Iteration 10Q: 3 clusters Score -1756981 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1757181.125000 Penalty: 4677.458008
	Iteration 11Q: 3 clusters Score -1757181 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1757346.500000 Penalty: 4677.458008
	Iteration 12Q: 3 clusters Score -1757346 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1757510.000000 Penalty: 4677.458008
	Iteration 13Q: 3 clusters Score -1757510 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1757673.750000 Penalty: 4677.458008
	Iteration 14Q: 3 clusters Score -1757674 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1757825.250000 Penalty: 4677.458008
	Iteration 15Q: 3 clusters Score -1757825 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1757986.750000 Penalty: 4677.458008
	Iteration 16Q: 3 clusters Score -1757987 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1758127.625000 Penalty: 4677.458008
	Iteration 17Q: 3 clusters Score -1758128 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1758276.500000 Penalty: 4677.458008
	Iteration 18Q: 3 clusters Score -1758276 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1758430.500000 Penalty: 4677.458008
	Iteration 19Q: 3 clusters Score -1758430 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1758587.375000 Penalty: 4677.458008
	Iteration 20F: 3 clusters Score -1758587 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1758715.500000 Penalty: 4677.458008
	Iteration 21Q: 3 clusters Score -1758716 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1758822.250000 Penalty: 4677.458008
	Iteration 22Q: 3 clusters Score -1758822 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1758892.125000 Penalty: 4677.458008
	Iteration 23Q: 3 clusters Score -1758892 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1758950.000000 Penalty: 4677.458008
	Iteration 24Q: 3 clusters Score -1758950 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1758993.625000 Penalty: 4677.458008
	Iteration 25Q: 3 clusters Score -1758994 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1759044.875000 Penalty: 4677.458008
	Iteration 26Q: 3 clusters Score -1759045 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1759079.875000 Penalty: 4677.458008
	Iteration 27Q: 3 clusters Score -1759080 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1759120.000000 Penalty: 4677.458008
	Iteration 28Q: 3 clusters Score -1759120 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1759147.000000 Penalty: 4677.458008
	Iteration 29Q: 3 clusters Score -1759147 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1759170.125000 Penalty: 4677.458008
	Iteration 30Q: 3 clusters Score -1759170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1759188.125000 Penalty: 4677.458008
	Iteration 31Q: 3 clusters Score -1759188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1759212.625000 Penalty: 4677.458008
	Iteration 32Q: 3 clusters Score -1759213 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1759222.125000 Penalty: 4677.458008
	Iteration 33Q: 3 clusters Score -1759222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1759232.250000 Penalty: 4677.458008
	Iteration 34Q: 3 clusters Score -1759232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1759246.875000 Penalty: 4677.458008
	Iteration 35Q: 3 clusters Score -1759247 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1759261.625000 Penalty: 4677.458008
	Iteration 36Q: 3 clusters Score -1759262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1759272.500000 Penalty: 4677.458008
	Iteration 37Q: 3 clusters Score -1759272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1759276.125000 Penalty: 4677.458008
	Iteration 38Q: 3 clusters Score -1759276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1759282.625000 Penalty: 4677.458008
	Iteration 39Q: 3 clusters Score -1759283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1759289.125000 Penalty: 4677.458008
	Iteration 40F: 3 clusters Score -1759289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1759295.750000 Penalty: 4677.458008
	Iteration 41Q: 3 clusters Score -1759296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1759303.000000 Penalty: 4677.458008
	Iteration 42Q: 3 clusters Score -1759303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1759306.625000 Penalty: 4677.458008
	Iteration 43Q: 3 clusters Score -1759307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1759307.125000 Penalty: 4677.458008
	Iteration 44Q: 3 clusters Score -1759307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1759310.250000 Penalty: 4677.458008
	Iteration 45Q: 3 clusters Score -1759310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1759322.125000 Penalty: 4677.458008
	Iteration 46Q: 3 clusters Score -1759322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1759325.500000 Penalty: 4677.458008
	Iteration 47Q: 3 clusters Score -1759326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1759337.125000 Penalty: 4677.458008
	Iteration 48Q: 3 clusters Score -1759337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1759349.000000 Penalty: 4677.458008
	Iteration 49Q: 3 clusters Score -1759349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1759355.000000 Penalty: 4677.458008
	Iteration 50Q: 3 clusters Score -1759355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1759358.250000 Penalty: 4677.458008
	Iteration 51Q: 3 clusters Score -1759358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1759363.750000 Penalty: 4677.458008
	Iteration 52Q: 3 clusters Score -1759364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1759362.625000 Penalty: 4677.458008
	Iteration 53Q: 3 clusters Score -1759363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1759367.250000 Penalty: 4677.458008
	Iteration 54Q: 3 clusters Score -1759367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1759370.625000 Penalty: 4677.458008
	Iteration 55Q: 3 clusters Score -1759371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1759371.250000 Penalty: 4677.458008
	Iteration 56Q: 3 clusters Score -1759371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1759373.750000 Penalty: 4677.458008
	Iteration 57Q: 3 clusters Score -1759374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1759376.125000 Penalty: 4677.458008
	Iteration 58Q: 3 clusters Score -1759376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1759381.125000 Penalty: 4677.458008
	Iteration 59Q: 3 clusters Score -1759381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1759383.750000 Penalty: 4677.458008
	Iteration 60F: 3 clusters Score -1759384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1759379.375000 Penalty: 4677.458008
	Iteration 61Q: 3 clusters Score -1759379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1759381.125000 Penalty: 4677.458008
	Iteration 62Q: 3 clusters Score -1759381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1759379.375000 Penalty: 4677.458008
	Iteration 63Q: 3 clusters Score -1759379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1759383.500000 Penalty: 4677.458008
	Iteration 64Q: 3 clusters Score -1759384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1759384.500000 Penalty: 4677.458008
	Iteration 65Q: 3 clusters Score -1759384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1759383.500000 Penalty: 4677.458008
	Iteration 66Q: 3 clusters Score -1759384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1759388.750000 Penalty: 4677.458008
	Iteration 67Q: 3 clusters Score -1759389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1759390.750000 Penalty: 4677.458008
	Iteration 68Q: 3 clusters Score -1759391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1759390.500000 Penalty: 4677.458008
	Iteration 69Q: 3 clusters Score -1759390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1759391.625000 Penalty: 4677.458008
	Iteration 70Q: 3 clusters Score -1759392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1759389.500000 Penalty: 4677.458008
	Iteration 71Q: 3 clusters Score -1759390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1759392.750000 Penalty: 4677.458008
	Iteration 72Q: 3 clusters Score -1759393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1759394.125000 Penalty: 4677.458008
	Iteration 73Q: 3 clusters Score -1759394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1759396.250000 Penalty: 4677.458008
	Iteration 74Q: 3 clusters Score -1759396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1759396.625000 Penalty: 4677.458008
	Iteration 75Q: 3 clusters Score -1759397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1759392.250000 Penalty: 4677.458008
	Iteration 76Q: 3 clusters Score -1759392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1759394.500000 Penalty: 4677.458008
	Iteration 77Q: 3 clusters Score -1759394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1759404.250000 Penalty: 4677.458008
	Iteration 78Q: 3 clusters Score -1759404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1759404.625000 Penalty: 4677.458008
	Iteration 79Q: 3 clusters Score -1759405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1759414.250000 Penalty: 4677.458008
	Iteration 80F: 3 clusters Score -1759414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1759409.875000 Penalty: 4677.458008
	Iteration 81Q: 3 clusters Score -1759410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1759417.875000 Penalty: 4677.458008
	Iteration 82Q: 3 clusters Score -1759418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1759418.000000 Penalty: 4677.458008
	Iteration 83Q: 3 clusters Score -1759418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1759416.625000 Penalty: 4677.458008
	Iteration 84Q: 3 clusters Score -1759417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1759417.250000 Penalty: 4677.458008
	Iteration 85Q: 3 clusters Score -1759417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1759422.000000 Penalty: 4677.458008
	Iteration 86Q: 3 clusters Score -1759422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1759427.750000 Penalty: 4677.458008
	Iteration 87Q: 3 clusters Score -1759428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1759427.000000 Penalty: 4677.458008
	Iteration 88Q: 3 clusters Score -1759427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1759437.000000 Penalty: 4677.458008
	Iteration 89Q: 3 clusters Score -1759437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1759438.500000 Penalty: 4677.458008
	Iteration 90Q: 3 clusters Score -1759438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1759440.625000 Penalty: 4677.458008
	Iteration 91Q: 3 clusters Score -1759441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1759448.750000 Penalty: 4677.458008
	Iteration 92Q: 3 clusters Score -1759449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1759444.750000 Penalty: 4677.458008
	Iteration 93Q: 3 clusters Score -1759445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1759445.875000 Penalty: 4677.458008
	Iteration 94Q: 3 clusters Score -1759446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1759446.625000 Penalty: 4677.458008
	Iteration 95Q: 3 clusters Score -1759447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1759446.750000 Penalty: 4677.458008
	Iteration 96Q: 3 clusters Score -1759447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1759445.875000 Penalty: 4677.458008
	Iteration 97Q: 3 clusters Score -1759446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1759444.750000 Penalty: 4677.458008
	Iteration 98Q: 3 clusters Score -1759445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1759445.125000 Penalty: 4677.458008
	Iteration 99Q: 3 clusters Score -1759445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1759448.000000 Penalty: 4677.458008
	Iteration 100F: 3 clusters Score -1759448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1759446.750000 Penalty: 4677.458008
	Iteration 101Q: 3 clusters Score -1759447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1759448.000000 Penalty: 4677.458008
	Iteration 102Q: 3 clusters Score -1759448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1759447.875000 Penalty: 4677.458008
	Iteration 103Q: 3 clusters Score -1759448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1759447.875000 Penalty: 4677.458008
	Iteration 104F: 3 clusters Score -1759448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Entering Unmasked Estep 
Score: -5256441.500000 Penalty: 2607.084473
	Iteration 0F: 2 clusters Score -5256442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -5231432.500000 Penalty: 5214.168945
	Iteration 0F: 3 clusters Score -5231432 nChanged 16713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -5240609.000000 Penalty: 5214.168945
	Iteration 1F: 3 clusters Score -5240609 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -5241067.500000 Penalty: 5214.168945
	Iteration 2Q: 3 clusters Score -5241068 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -5241508.500000 Penalty: 5214.168945
	Iteration 3Q: 3 clusters Score -5241508 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -5241944.000000 Penalty: 5214.168945
	Iteration 4Q: 3 clusters Score -5241944 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -5242524.000000 Penalty: 5214.168945
	Iteration 5Q: 3 clusters Score -5242524 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -5243378.000000 Penalty: 5214.168945
	Iteration 6Q: 3 clusters Score -5243378 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -5244757.000000 Penalty: 5214.168945
	Iteration 7F: 3 clusters Score -5244757 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -5246767.500000 Penalty: 5214.168945
	Iteration 8F: 3 clusters Score -5246768 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -5249171.000000 Penalty: 5214.168945
	Iteration 9F: 3 clusters Score -5249171 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -5251288.000000 Penalty: 5214.168945
	Iteration 10F: 3 clusters Score -5251288 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5252644.000000 Penalty: 5214.168945
	Iteration 11Q: 3 clusters Score -5252644 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5253422.000000 Penalty: 5214.168945
	Iteration 12Q: 3 clusters Score -5253422 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5253756.500000 Penalty: 5214.168945
	Iteration 13Q: 3 clusters Score -5253756 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5253948.000000 Penalty: 5214.168945
	Iteration 14Q: 3 clusters Score -5253948 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5254035.500000 Penalty: 5214.168945
	Iteration 15Q: 3 clusters Score -5254036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5254074.000000 Penalty: 5214.168945
	Iteration 16Q: 3 clusters Score -5254074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5254087.000000 Penalty: 5214.168945
	Iteration 17Q: 3 clusters Score -5254087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5254105.500000 Penalty: 5214.168945
	Iteration 18Q: 3 clusters Score -5254106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5254111.500000 Penalty: 5214.168945
	Iteration 19Q: 3 clusters Score -5254112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5254118.500000 Penalty: 5214.168945
	Iteration 20F: 3 clusters Score -5254118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5254130.500000 Penalty: 5214.168945
	Iteration 21Q: 3 clusters Score -5254130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5254135.000000 Penalty: 5214.168945
	Iteration 22Q: 3 clusters Score -5254135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5254144.000000 Penalty: 5214.168945
	Iteration 23Q: 3 clusters Score -5254144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5254149.000000 Penalty: 5214.168945
	Iteration 24Q: 3 clusters Score -5254149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5254151.000000 Penalty: 5214.168945
	Iteration 25Q: 3 clusters Score -5254151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5254155.500000 Penalty: 5214.168945
	Iteration 26Q: 3 clusters Score -5254156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5254158.500000 Penalty: 5214.168945
	Iteration 27Q: 3 clusters Score -5254158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5254160.500000 Penalty: 5214.168945
	Iteration 28Q: 3 clusters Score -5254160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5254159.000000 Penalty: 5214.168945
	Iteration 29Q: 3 clusters Score -5254159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5254157.000000 Penalty: 5214.168945
	Iteration 30Q: 3 clusters Score -5254157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5254157.000000 Penalty: 5214.168945
	Iteration 31F: 3 clusters Score -5254157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Entering Unmasked Estep 
Score: -206493.203125 Penalty: 1811.186157
	Iteration 0F: 2 clusters Score -206493.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -204249.734375 Penalty: 3622.372314
	Iteration 0F: 3 clusters Score -204249.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -204606.953125 Penalty: 3622.372314
	Iteration 1F: 3 clusters Score -204607 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -204738.328125 Penalty: 3622.372314
	Iteration 2F: 3 clusters Score -204738.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -204801.921875 Penalty: 3622.372314
	Iteration 3Q: 3 clusters Score -204801.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -204875.406250 Penalty: 3622.372314
	Iteration 4Q: 3 clusters Score -204875.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -204999.031250 Penalty: 3622.372314
	Iteration 5Q: 3 clusters Score -204999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -205131.359375 Penalty: 3622.372314
	Iteration 6Q: 3 clusters Score -205131.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -205292.968750 Penalty: 3622.372314
	Iteration 7Q: 3 clusters Score -205293 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -205475.171875 Penalty: 3622.372314
	Iteration 8F: 3 clusters Score -205475.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -205608.484375 Penalty: 3622.372314
	Iteration 9F: 3 clusters Score -205608.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -205682.062500 Penalty: 3622.372314
	Iteration 10Q: 3 clusters Score -205682.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -205736.046875 Penalty: 3622.372314
	Iteration 11Q: 3 clusters Score -205736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -205772.968750 Penalty: 3622.372314
	Iteration 12Q: 3 clusters Score -205773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -205792.078125 Penalty: 3622.372314
	Iteration 13Q: 3 clusters Score -205792.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -205806.921875 Penalty: 3622.372314
	Iteration 14Q: 3 clusters Score -205806.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -205813.562500 Penalty: 3622.372314
	Iteration 15Q: 3 clusters Score -205813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -205815.953125 Penalty: 3622.372314
	Iteration 16Q: 3 clusters Score -205816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -205817.453125 Penalty: 3622.372314
	Iteration 17Q: 3 clusters Score -205817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -205820.062500 Penalty: 3622.372314
	Iteration 18Q: 3 clusters Score -205820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -205821.031250 Penalty: 3622.372314
	Iteration 19Q: 3 clusters Score -205821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -205823.296875 Penalty: 3622.372314
	Iteration 20F: 3 clusters Score -205823.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -205826.281250 Penalty: 3622.372314
	Iteration 21Q: 3 clusters Score -205826.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -205828.421875 Penalty: 3622.372314
	Iteration 22Q: 3 clusters Score -205828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -205830.234375 Penalty: 3622.372314
	Iteration 23Q: 3 clusters Score -205830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -205831.718750 Penalty: 3622.372314
	Iteration 24Q: 3 clusters Score -205831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -205833.140625 Penalty: 3622.372314
	Iteration 25Q: 3 clusters Score -205833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -205835.562500 Penalty: 3622.372314
	Iteration 26Q: 3 clusters Score -205835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -205837.468750 Penalty: 3622.372314
	Iteration 27Q: 3 clusters Score -205837.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -205837.468750 Penalty: 3622.372314
	Iteration 28F: 3 clusters Score -205837.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -50743.550781 Penalty: 1519.463623
	Iteration 0F: 2 clusters Score -50743.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49390.527344 Penalty: 3038.927246
	Iteration 0F: 3 clusters Score -49390.53 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49932.332031 Penalty: 3038.927246
	Iteration 1F: 3 clusters Score -49932.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50258.031250 Penalty: 3038.927246
	Iteration 2F: 3 clusters Score -50258.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50464.593750 Penalty: 3038.927246
	Iteration 3F: 3 clusters Score -50464.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50621.082031 Penalty: 3038.927246
	Iteration 4F: 3 clusters Score -50621.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50732.121094 Penalty: 3038.927246
	Iteration 5Q: 3 clusters Score -50732.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50771.605469 Penalty: 3038.927246
	Iteration 6Q: 3 clusters Score -50771.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50803.101562 Penalty: 3038.927246
	Iteration 7Q: 3 clusters Score -50803.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50810.445312 Penalty: 3038.927246
	Iteration 8Q: 3 clusters Score -50810.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50810.886719 Penalty: 3038.927246
	Iteration 9Q: 3 clusters Score -50810.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50810.886719 Penalty: 3038.927246
	Iteration 10F: 3 clusters Score -50810.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 48129 members 
Mstep: Class 4 contains 165293 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 36770 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 271 members 
Mstep: Class 10 contains 132424 members 
Mstep: Class 11 contains 121944 members 
Mstep: Class 12 contains 75179 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 154526 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 33979 members 
Mstep: Class 18 contains 58221 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 13253 members 
Mstep: Class 21 contains 98016 members 
Mstep: Class 22 contains 33692 members 
Entering Unmasked Estep 
Score: -147025808.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147027344.000000 to -147025808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (132424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132424 members 
Entering Unmasked Estep 
Score: -18756520.000000 Penalty: 2924.853516
	Iteration 0F: 2 clusters Score -1.875652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -18670982.000000 Penalty: 5849.707031
	Iteration 0F: 3 clusters Score -1.867098e+07 nChanged 62893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -18707088.000000 Penalty: 5849.707031
	Iteration 1F: 3 clusters Score -1.870709e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -18709022.000000 Penalty: 5849.707031
	Iteration 2Q: 3 clusters Score -1.870902e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -18711550.000000 Penalty: 5849.707031
	Iteration 3Q: 3 clusters Score -1.871155e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -18715392.000000 Penalty: 5849.707031
	Iteration 4F: 3 clusters Score -1.871539e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -18721058.000000 Penalty: 5849.707031
	Iteration 5F: 3 clusters Score -1.872106e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -18728706.000000 Penalty: 5849.707031
	Iteration 6F: 3 clusters Score -1.872871e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -18736850.000000 Penalty: 5849.707031
	Iteration 7F: 3 clusters Score -1.873685e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -18742680.000000 Penalty: 5849.707031
	Iteration 8F: 3 clusters Score -1.874268e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104214 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -18746048.000000 Penalty: 5849.707031
	Iteration 9Q: 3 clusters Score -1.874605e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -18747574.000000 Penalty: 5849.707031
	Iteration 10Q: 3 clusters Score -1.874757e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108480 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -18748466.000000 Penalty: 5849.707031
	Iteration 11Q: 3 clusters Score -1.874847e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110227 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -18749058.000000 Penalty: 5849.707031
	Iteration 12Q: 3 clusters Score -1.874906e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111838 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -18749664.000000 Penalty: 5849.707031
	Iteration 13Q: 3 clusters Score -1.874966e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113292 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -18750172.000000 Penalty: 5849.707031
	Iteration 14Q: 3 clusters Score -1.875017e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114604 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -18750632.000000 Penalty: 5849.707031
	Iteration 15Q: 3 clusters Score -1.875063e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115857 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -18751068.000000 Penalty: 5849.707031
	Iteration 16Q: 3 clusters Score -1.875107e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116989 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -18751406.000000 Penalty: 5849.707031
	Iteration 17Q: 3 clusters Score -1.875141e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118049 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -18751742.000000 Penalty: 5849.707031
	Iteration 18Q: 3 clusters Score -1.875174e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119053 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -18751922.000000 Penalty: 5849.707031
	Iteration 19Q: 3 clusters Score -1.875192e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119991 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -18752230.000000 Penalty: 5849.707031
	Iteration 20F: 3 clusters Score -1.875223e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120840 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -18752508.000000 Penalty: 5849.707031
	Iteration 21Q: 3 clusters Score -1.875251e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121645 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -18752718.000000 Penalty: 5849.707031
	Iteration 22Q: 3 clusters Score -1.875272e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122399 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -18753006.000000 Penalty: 5849.707031
	Iteration 23Q: 3 clusters Score -1.875301e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123084 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -18753246.000000 Penalty: 5849.707031
	Iteration 24Q: 3 clusters Score -1.875325e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123703 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -18753382.000000 Penalty: 5849.707031
	Iteration 25Q: 3 clusters Score -1.875338e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124245 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -18753544.000000 Penalty: 5849.707031
	Iteration 26Q: 3 clusters Score -1.875354e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124744 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -18753702.000000 Penalty: 5849.707031
	Iteration 27Q: 3 clusters Score -1.87537e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125179 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -18753920.000000 Penalty: 5849.707031
	Iteration 28Q: 3 clusters Score -1.875392e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125615 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -18754052.000000 Penalty: 5849.707031
	Iteration 29Q: 3 clusters Score -1.875405e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126010 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -18754248.000000 Penalty: 5849.707031
	Iteration 30Q: 3 clusters Score -1.875425e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126370 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -18754486.000000 Penalty: 5849.707031
	Iteration 31Q: 3 clusters Score -1.875449e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126697 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -18754796.000000 Penalty: 5849.707031
	Iteration 32Q: 3 clusters Score -1.87548e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126960 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -18755130.000000 Penalty: 5849.707031
	Iteration 33Q: 3 clusters Score -1.875513e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127186 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -18755548.000000 Penalty: 5849.707031
	Iteration 34Q: 3 clusters Score -1.875555e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127359 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -18755932.000000 Penalty: 5849.707031
	Iteration 35Q: 3 clusters Score -1.875593e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127451 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -18756186.000000 Penalty: 5849.707031
	Iteration 36Q: 3 clusters Score -1.875619e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -18756380.000000 Penalty: 5849.707031
	Iteration 37Q: 3 clusters Score -1.875638e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127538 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -18756446.000000 Penalty: 5849.707031
	Iteration 38Q: 3 clusters Score -1.875645e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -18756488.000000 Penalty: 5849.707031
	Iteration 39Q: 3 clusters Score -1.875649e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127554 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -18756516.000000 Penalty: 5849.707031
	Iteration 40F: 3 clusters Score -1.875652e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127550 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -18756512.000000 Penalty: 5849.707031
	Iteration 41Q: 3 clusters Score -1.875651e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127556 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -18756516.000000 Penalty: 5849.707031
	Iteration 42Q: 3 clusters Score -1.875652e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -18756532.000000 Penalty: 5849.707031
	Iteration 43Q: 3 clusters Score -1.875653e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127531 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -18756552.000000 Penalty: 5849.707031
	Iteration 44Q: 3 clusters Score -1.875655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127521 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -18756550.000000 Penalty: 5849.707031
	Iteration 45Q: 3 clusters Score -1.875655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127511 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -18756538.000000 Penalty: 5849.707031
	Iteration 46Q: 3 clusters Score -1.875654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127507 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -18756546.000000 Penalty: 5849.707031
	Iteration 47Q: 3 clusters Score -1.875655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -18756550.000000 Penalty: 5849.707031
	Iteration 48Q: 3 clusters Score -1.875655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127499 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -18756562.000000 Penalty: 5849.707031
	Iteration 49Q: 3 clusters Score -1.875656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127499 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -18756574.000000 Penalty: 5849.707031
	Iteration 50Q: 3 clusters Score -1.875657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127499 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -18756574.000000 Penalty: 5849.707031
	Iteration 51F: 3 clusters Score -1.875657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 48129 members 
Mstep: Class 4 contains 165293 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 36770 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 127499 members 
Mstep: Class 11 contains 121944 members 
Mstep: Class 12 contains 75179 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 154526 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 17 contains 33979 members 
Mstep: Class 18 contains 58221 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 13253 members 
Mstep: Class 21 contains 98016 members 
Mstep: Class 22 contains 33692 members 
Entering Unmasked Estep 
Score: -147027072.000000 Penalty: 75686.148438
Splitting cluster 10 changes total score from -147027344.000000 to -147027072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (121944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121944 members 
Entering Unmasked Estep 
Score: -17376606.000000 Penalty: 2904.406738
	Iteration 0F: 2 clusters Score -1.737661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -17296096.000000 Penalty: 5808.813477
	Iteration 0F: 3 clusters Score -1.72961e+07 nChanged 57977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -17329034.000000 Penalty: 5808.813477
	Iteration 1F: 3 clusters Score -1.732903e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -17329904.000000 Penalty: 5808.813477
	Iteration 2Q: 3 clusters Score -1.73299e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -17330752.000000 Penalty: 5808.813477
	Iteration 3Q: 3 clusters Score -1.733075e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -17331814.000000 Penalty: 5808.813477
	Iteration 4Q: 3 clusters Score -1.733181e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -17333266.000000 Penalty: 5808.813477
	Iteration 5Q: 3 clusters Score -1.733327e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -17335586.000000 Penalty: 5808.813477
	Iteration 6Q: 3 clusters Score -1.733559e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -17339494.000000 Penalty: 5808.813477
	Iteration 7F: 3 clusters Score -1.733949e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -17345270.000000 Penalty: 5808.813477
	Iteration 8F: 3 clusters Score -1.734527e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 94628 members 
Entering Unmasked Estep 
Score: -17352086.000000 Penalty: 5808.813477
	Iteration 9F: 3 clusters Score -1.735209e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -17358654.000000 Penalty: 5808.813477
	Iteration 10F: 3 clusters Score -1.735865e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 107827 members 
Entering Unmasked Estep 
Score: -17363484.000000 Penalty: 5808.813477
	Iteration 11Q: 3 clusters Score -1.736348e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 112242 members 
Entering Unmasked Estep 
Score: -17367088.000000 Penalty: 5808.813477
	Iteration 12Q: 3 clusters Score -1.736709e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -17369488.000000 Penalty: 5808.813477
	Iteration 13Q: 3 clusters Score -1.736949e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 117761 members 
Entering Unmasked Estep 
Score: -17371296.000000 Penalty: 5808.813477
	Iteration 14Q: 3 clusters Score -1.73713e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 119319 members 
Entering Unmasked Estep 
Score: -17372450.000000 Penalty: 5808.813477
	Iteration 15Q: 3 clusters Score -1.737245e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 120252 members 
Entering Unmasked Estep 
Score: -17373108.000000 Penalty: 5808.813477
	Iteration 16Q: 3 clusters Score -1.737311e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 120757 members 
Entering Unmasked Estep 
Score: -17373408.000000 Penalty: 5808.813477
	Iteration 17Q: 3 clusters Score -1.737341e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 121041 members 
Entering Unmasked Estep 
Score: -17373614.000000 Penalty: 5808.813477
	Iteration 18Q: 3 clusters Score -1.737361e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 121199 members 
Entering Unmasked Estep 
Score: -17373752.000000 Penalty: 5808.813477
	Iteration 19Q: 3 clusters Score -1.737375e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 121307 members 
Entering Unmasked Estep 
Score: -17373852.000000 Penalty: 5808.813477
	Iteration 20F: 3 clusters Score -1.737385e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 121381 members 
Entering Unmasked Estep 
Score: -17373940.000000 Penalty: 5808.813477
	Iteration 21Q: 3 clusters Score -1.737394e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 121424 members 
Entering Unmasked Estep 
Score: -17373994.000000 Penalty: 5808.813477
	Iteration 22Q: 3 clusters Score -1.737399e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 121458 members 
Entering Unmasked Estep 
Score: -17374018.000000 Penalty: 5808.813477
	Iteration 23Q: 3 clusters Score -1.737402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 121475 members 
Entering Unmasked Estep 
Score: -17374036.000000 Penalty: 5808.813477
	Iteration 24Q: 3 clusters Score -1.737404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 121487 members 
Entering Unmasked Estep 
Score: -17374050.000000 Penalty: 5808.813477
	Iteration 25Q: 3 clusters Score -1.737405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 121501 members 
Entering Unmasked Estep 
Score: -17374072.000000 Penalty: 5808.813477
	Iteration 26Q: 3 clusters Score -1.737407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 121509 members 
Entering Unmasked Estep 
Score: -17374060.000000 Penalty: 5808.813477
	Iteration 27Q: 3 clusters Score -1.737406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 121517 members 
Entering Unmasked Estep 
Score: -17374064.000000 Penalty: 5808.813477
	Iteration 28Q: 3 clusters Score -1.737406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 121524 members 
Entering Unmasked Estep 
Score: -17374094.000000 Penalty: 5808.813477
	Iteration 29Q: 3 clusters Score -1.737409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 121532 members 
Entering Unmasked Estep 
Score: -17374098.000000 Penalty: 5808.813477
	Iteration 30Q: 3 clusters Score -1.73741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 121537 members 
Entering Unmasked Estep 
Score: -17374094.000000 Penalty: 5808.813477
	Iteration 31Q: 3 clusters Score -1.737409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 121539 members 
Entering Unmasked Estep 
Score: -17374102.000000 Penalty: 5808.813477
	Iteration 32Q: 3 clusters Score -1.73741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 121541 members 
Entering Unmasked Estep 
Score: -17374102.000000 Penalty: 5808.813477
	Iteration 33Q: 3 clusters Score -1.73741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 121543 members 
Entering Unmasked Estep 
Score: -17374104.000000 Penalty: 5808.813477
	Iteration 34Q: 3 clusters Score -1.73741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 121547 members 
Entering Unmasked Estep 
Score: -17374108.000000 Penalty: 5808.813477
	Iteration 35Q: 3 clusters Score -1.737411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 121551 members 
Entering Unmasked Estep 
Score: -17374112.000000 Penalty: 5808.813477
	Iteration 36Q: 3 clusters Score -1.737411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 121554 members 
Entering Unmasked Estep 
Score: -17374110.000000 Penalty: 5808.813477
	Iteration 37Q: 3 clusters Score -1.737411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 121555 members 
Entering Unmasked Estep 
Score: -17374100.000000 Penalty: 5808.813477
	Iteration 38Q: 3 clusters Score -1.73741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 121555 members 
Entering Unmasked Estep 
Score: -17374100.000000 Penalty: 5808.813477
	Iteration 39F: 3 clusters Score -1.73741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Entering Unmasked Estep 
Score: -10681603.000000 Penalty: 2784.451416
	Iteration 0F: 2 clusters Score -1.06816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -10631151.000000 Penalty: 5568.902832
	Iteration 0F: 3 clusters Score -1.063115e+07 nChanged 35264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -10651132.000000 Penalty: 5568.902832
	Iteration 1F: 3 clusters Score -1.065113e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -10651948.000000 Penalty: 5568.902832
	Iteration 2Q: 3 clusters Score -1.065195e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -10652973.000000 Penalty: 5568.902832
	Iteration 3Q: 3 clusters Score -1.065297e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -10654074.000000 Penalty: 5568.902832
	Iteration 4Q: 3 clusters Score -1.065407e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -10655580.000000 Penalty: 5568.902832
	Iteration 5Q: 3 clusters Score -1.065558e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -10657728.000000 Penalty: 5568.902832
	Iteration 6F: 3 clusters Score -1.065773e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -10660891.000000 Penalty: 5568.902832
	Iteration 7F: 3 clusters Score -1.066089e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -10665134.000000 Penalty: 5568.902832
	Iteration 8F: 3 clusters Score -1.066513e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -10669551.000000 Penalty: 5568.902832
	Iteration 9F: 3 clusters Score -1.066955e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -10673400.000000 Penalty: 5568.902832
	Iteration 10F: 3 clusters Score -1.06734e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -10676542.000000 Penalty: 5568.902832
	Iteration 11Q: 3 clusters Score -1.067654e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -10679231.000000 Penalty: 5568.902832
	Iteration 12Q: 3 clusters Score -1.067923e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -10681031.000000 Penalty: 5568.902832
	Iteration 13Q: 3 clusters Score -1.068103e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -10682188.000000 Penalty: 5568.902832
	Iteration 14Q: 3 clusters Score -1.068219e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -10682653.000000 Penalty: 5568.902832
	Iteration 15Q: 3 clusters Score -1.068265e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -10682951.000000 Penalty: 5568.902832
	Iteration 16Q: 3 clusters Score -1.068295e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -10683034.000000 Penalty: 5568.902832
	Iteration 17Q: 3 clusters Score -1.068303e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -10683102.000000 Penalty: 5568.902832
	Iteration 18Q: 3 clusters Score -1.06831e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -10683110.000000 Penalty: 5568.902832
	Iteration 19Q: 3 clusters Score -1.068311e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -10683177.000000 Penalty: 5568.902832
	Iteration 20F: 3 clusters Score -1.068318e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -10683184.000000 Penalty: 5568.902832
	Iteration 21Q: 3 clusters Score -1.068318e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -10683199.000000 Penalty: 5568.902832
	Iteration 22Q: 3 clusters Score -1.06832e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -10683196.000000 Penalty: 5568.902832
	Iteration 23Q: 3 clusters Score -1.06832e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -10683186.000000 Penalty: 5568.902832
	Iteration 24Q: 3 clusters Score -1.068319e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -10683194.000000 Penalty: 5568.902832
	Iteration 25Q: 3 clusters Score -1.068319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -10683196.000000 Penalty: 5568.902832
	Iteration 26Q: 3 clusters Score -1.06832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -10683203.000000 Penalty: 5568.902832
	Iteration 27Q: 3 clusters Score -1.06832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -10683204.000000 Penalty: 5568.902832
	Iteration 28Q: 3 clusters Score -1.06832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -10683199.000000 Penalty: 5568.902832
	Iteration 29Q: 3 clusters Score -1.06832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -10683197.000000 Penalty: 5568.902832
	Iteration 30Q: 3 clusters Score -1.06832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -10683199.000000 Penalty: 5568.902832
	Iteration 31Q: 3 clusters Score -1.06832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -10683201.000000 Penalty: 5568.902832
	Iteration 32Q: 3 clusters Score -1.06832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -10683203.000000 Penalty: 5568.902832
	Iteration 33Q: 3 clusters Score -1.06832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -10683191.000000 Penalty: 5568.902832
	Iteration 34Q: 3 clusters Score -1.068319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -10683196.000000 Penalty: 5568.902832
	Iteration 35Q: 3 clusters Score -1.06832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -10683193.000000 Penalty: 5568.902832
	Iteration 36Q: 3 clusters Score -1.068319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -10683193.000000 Penalty: 5568.902832
	Iteration 37Q: 3 clusters Score -1.068319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -10683197.000000 Penalty: 5568.902832
	Iteration 38Q: 3 clusters Score -1.06832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -10683203.000000 Penalty: 5568.902832
	Iteration 39Q: 3 clusters Score -1.06832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -10683194.000000 Penalty: 5568.902832
	Iteration 40F: 3 clusters Score -1.068319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -10683196.000000 Penalty: 5568.902832
	Iteration 41Q: 3 clusters Score -1.06832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -10683198.000000 Penalty: 5568.902832
	Iteration 42Q: 3 clusters Score -1.06832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -10683200.000000 Penalty: 5568.902832
	Iteration 43Q: 3 clusters Score -1.06832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -10683201.000000 Penalty: 5568.902832
	Iteration 44Q: 3 clusters Score -1.06832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -10683198.000000 Penalty: 5568.902832
	Iteration 45Q: 3 clusters Score -1.06832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -10683199.000000 Penalty: 5568.902832
	Iteration 46Q: 3 clusters Score -1.06832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -10683199.000000 Penalty: 5568.902832
	Iteration 47F: 3 clusters Score -1.06832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 48129 members 
Mstep: Class 4 contains 165293 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 36770 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 132424 members 
Mstep: Class 11 contains 121944 members 
Mstep: Class 12 contains 47399 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 154526 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 27780 members 
Mstep: Class 17 contains 33979 members 
Mstep: Class 18 contains 58221 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 13253 members 
Mstep: Class 21 contains 98016 members 
Mstep: Class 22 contains 33692 members 
Entering Unmasked Estep 
Score: -147028400.000000 Penalty: 75686.148438
Splitting cluster 12 changes total score from -147027344.000000 to -147028400.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 13 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -263925.468750 Penalty: 1872.954956
	Iteration 0F: 2 clusters Score -263925.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -261368.984375 Penalty: 3745.909912
	Iteration 0F: 3 clusters Score -261369 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -261813.312500 Penalty: 3745.909912
	Iteration 1F: 3 clusters Score -261813.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -261971.500000 Penalty: 3745.909912
	Iteration 2F: 3 clusters Score -261971.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -262052.171875 Penalty: 3745.909912
	Iteration 3Q: 3 clusters Score -262052.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -262099.921875 Penalty: 3745.909912
	Iteration 4Q: 3 clusters Score -262099.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -262137.265625 Penalty: 3745.909912
	Iteration 5Q: 3 clusters Score -262137.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -262162.687500 Penalty: 3745.909912
	Iteration 6Q: 3 clusters Score -262162.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -262172.000000 Penalty: 3745.909912
	Iteration 7Q: 3 clusters Score -262172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -262183.000000 Penalty: 3745.909912
	Iteration 8Q: 3 clusters Score -262183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -262192.031250 Penalty: 3745.909912
	Iteration 9Q: 3 clusters Score -262192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -262198.125000 Penalty: 3745.909912
	Iteration 10Q: 3 clusters Score -262198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -262203.562500 Penalty: 3745.909912
	Iteration 11Q: 3 clusters Score -262203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -262207.156250 Penalty: 3745.909912
	Iteration 12Q: 3 clusters Score -262207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -262210.781250 Penalty: 3745.909912
	Iteration 13Q: 3 clusters Score -262210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -262212.062500 Penalty: 3745.909912
	Iteration 14Q: 3 clusters Score -262212.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -262214.812500 Penalty: 3745.909912
	Iteration 15Q: 3 clusters Score -262214.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -262221.718750 Penalty: 3745.909912
	Iteration 16Q: 3 clusters Score -262221.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -262230.406250 Penalty: 3745.909912
	Iteration 17Q: 3 clusters Score -262230.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -262237.250000 Penalty: 3745.909912
	Iteration 18Q: 3 clusters Score -262237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -262242.562500 Penalty: 3745.909912
	Iteration 19Q: 3 clusters Score -262242.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -262246.843750 Penalty: 3745.909912
	Iteration 20F: 3 clusters Score -262246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -262249.968750 Penalty: 3745.909912
	Iteration 21Q: 3 clusters Score -262250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -262255.125000 Penalty: 3745.909912
	Iteration 22Q: 3 clusters Score -262255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -262259.875000 Penalty: 3745.909912
	Iteration 23Q: 3 clusters Score -262259.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -262263.625000 Penalty: 3745.909912
	Iteration 24Q: 3 clusters Score -262263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -262265.968750 Penalty: 3745.909912
	Iteration 25Q: 3 clusters Score -262266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -262268.156250 Penalty: 3745.909912
	Iteration 26Q: 3 clusters Score -262268.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -262273.656250 Penalty: 3745.909912
	Iteration 27Q: 3 clusters Score -262273.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -262277.875000 Penalty: 3745.909912
	Iteration 28Q: 3 clusters Score -262277.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -262284.343750 Penalty: 3745.909912
	Iteration 29Q: 3 clusters Score -262284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262286.937500 Penalty: 3745.909912
	Iteration 30Q: 3 clusters Score -262286.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -262289.500000 Penalty: 3745.909912
	Iteration 31Q: 3 clusters Score -262289.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -262291.343750 Penalty: 3745.909912
	Iteration 32Q: 3 clusters Score -262291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -262294.437500 Penalty: 3745.909912
	Iteration 33Q: 3 clusters Score -262294.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -262296.843750 Penalty: 3745.909912
	Iteration 34Q: 3 clusters Score -262296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -262297.281250 Penalty: 3745.909912
	Iteration 35Q: 3 clusters Score -262297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -262297.281250 Penalty: 3745.909912
	Iteration 36F: 3 clusters Score -262297.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (154526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154526 members 
Entering Unmasked Estep 
Score: -21723506.000000 Penalty: 2963.133057
	Iteration 0F: 2 clusters Score -2.172351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -21622446.000000 Penalty: 5926.266113
	Iteration 0F: 3 clusters Score -2.162245e+07 nChanged 73789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -21664950.000000 Penalty: 5926.266113
	Iteration 1F: 3 clusters Score -2.166495e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -21666032.000000 Penalty: 5926.266113
	Iteration 2Q: 3 clusters Score -2.166603e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -21667340.000000 Penalty: 5926.266113
	Iteration 3Q: 3 clusters Score -2.166734e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85397 members 
Mstep: Class 2 contains 69129 members 
Entering Unmasked Estep 
Score: -21669042.000000 Penalty: 5926.266113
	Iteration 4Q: 3 clusters Score -2.166904e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -21671894.000000 Penalty: 5926.266113
	Iteration 5Q: 3 clusters Score -2.167189e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95717 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -21676138.000000 Penalty: 5926.266113
	Iteration 6F: 3 clusters Score -2.167614e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -21682818.000000 Penalty: 5926.266113
	Iteration 7F: 3 clusters Score -2.168282e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112905 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -21691180.000000 Penalty: 5926.266113
	Iteration 8F: 3 clusters Score -2.169118e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121530 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -21700046.000000 Penalty: 5926.266113
	Iteration 9F: 3 clusters Score -2.170005e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128009 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -21706522.000000 Penalty: 5926.266113
	Iteration 10F: 3 clusters Score -2.170652e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132414 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -21710522.000000 Penalty: 5926.266113
	Iteration 11Q: 3 clusters Score -2.171052e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135650 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -21712786.000000 Penalty: 5926.266113
	Iteration 12Q: 3 clusters Score -2.171279e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138304 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -21714328.000000 Penalty: 5926.266113
	Iteration 13Q: 3 clusters Score -2.171433e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140607 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -21715450.000000 Penalty: 5926.266113
	Iteration 14Q: 3 clusters Score -2.171545e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142577 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -21716400.000000 Penalty: 5926.266113
	Iteration 15Q: 3 clusters Score -2.17164e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144386 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -21717294.000000 Penalty: 5926.266113
	Iteration 16Q: 3 clusters Score -2.171729e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145931 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -21718240.000000 Penalty: 5926.266113
	Iteration 17Q: 3 clusters Score -2.171824e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147219 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -21718932.000000 Penalty: 5926.266113
	Iteration 18Q: 3 clusters Score -2.171893e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148305 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -21719612.000000 Penalty: 5926.266113
	Iteration 19Q: 3 clusters Score -2.171961e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149183 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -21720088.000000 Penalty: 5926.266113
	Iteration 20F: 3 clusters Score -2.172009e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149900 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -21720470.000000 Penalty: 5926.266113
	Iteration 21Q: 3 clusters Score -2.172047e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150464 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -21720708.000000 Penalty: 5926.266113
	Iteration 22Q: 3 clusters Score -2.172071e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150916 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -21720910.000000 Penalty: 5926.266113
	Iteration 23Q: 3 clusters Score -2.172091e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151282 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -21721070.000000 Penalty: 5926.266113
	Iteration 24Q: 3 clusters Score -2.172107e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151571 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -21721236.000000 Penalty: 5926.266113
	Iteration 25Q: 3 clusters Score -2.172124e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151799 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -21721274.000000 Penalty: 5926.266113
	Iteration 26Q: 3 clusters Score -2.172127e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151974 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -21721326.000000 Penalty: 5926.266113
	Iteration 27Q: 3 clusters Score -2.172133e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152115 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -21721336.000000 Penalty: 5926.266113
	Iteration 28Q: 3 clusters Score -2.172134e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152226 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -21721346.000000 Penalty: 5926.266113
	Iteration 29Q: 3 clusters Score -2.172135e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -21721352.000000 Penalty: 5926.266113
	Iteration 30Q: 3 clusters Score -2.172135e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152410 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -21721366.000000 Penalty: 5926.266113
	Iteration 31Q: 3 clusters Score -2.172137e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152488 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -21721342.000000 Penalty: 5926.266113
	Iteration 32Q: 3 clusters Score -2.172134e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152554 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -21721386.000000 Penalty: 5926.266113
	Iteration 33Q: 3 clusters Score -2.172139e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -21721384.000000 Penalty: 5926.266113
	Iteration 34Q: 3 clusters Score -2.172138e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152649 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -21721426.000000 Penalty: 5926.266113
	Iteration 35Q: 3 clusters Score -2.172143e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152688 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -21721418.000000 Penalty: 5926.266113
	Iteration 36Q: 3 clusters Score -2.172142e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -21721462.000000 Penalty: 5926.266113
	Iteration 37Q: 3 clusters Score -2.172146e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152755 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -21721434.000000 Penalty: 5926.266113
	Iteration 38Q: 3 clusters Score -2.172143e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152791 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -21721420.000000 Penalty: 5926.266113
	Iteration 39Q: 3 clusters Score -2.172142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152818 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -21721440.000000 Penalty: 5926.266113
	Iteration 40F: 3 clusters Score -2.172144e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152846 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -21721470.000000 Penalty: 5926.266113
	Iteration 41Q: 3 clusters Score -2.172147e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152873 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -21721488.000000 Penalty: 5926.266113
	Iteration 42Q: 3 clusters Score -2.172149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152896 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -21721492.000000 Penalty: 5926.266113
	Iteration 43Q: 3 clusters Score -2.172149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152915 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -21721482.000000 Penalty: 5926.266113
	Iteration 44Q: 3 clusters Score -2.172148e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152929 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -21721490.000000 Penalty: 5926.266113
	Iteration 45Q: 3 clusters Score -2.172149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152939 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -21721484.000000 Penalty: 5926.266113
	Iteration 46Q: 3 clusters Score -2.172148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -21721462.000000 Penalty: 5926.266113
	Iteration 47Q: 3 clusters Score -2.172146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152956 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -21721456.000000 Penalty: 5926.266113
	Iteration 48Q: 3 clusters Score -2.172146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152962 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -21721484.000000 Penalty: 5926.266113
	Iteration 49Q: 3 clusters Score -2.172148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152968 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -21721476.000000 Penalty: 5926.266113
	Iteration 50Q: 3 clusters Score -2.172148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152978 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -21721484.000000 Penalty: 5926.266113
	Iteration 51Q: 3 clusters Score -2.172148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152988 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -21721502.000000 Penalty: 5926.266113
	Iteration 52Q: 3 clusters Score -2.17215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152994 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -21721522.000000 Penalty: 5926.266113
	Iteration 53Q: 3 clusters Score -2.172152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152998 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -21721524.000000 Penalty: 5926.266113
	Iteration 54Q: 3 clusters Score -2.172152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153001 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -21721508.000000 Penalty: 5926.266113
	Iteration 55Q: 3 clusters Score -2.172151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153001 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -21721516.000000 Penalty: 5926.266113
	Iteration 56Q: 3 clusters Score -2.172152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153002 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -21721514.000000 Penalty: 5926.266113
	Iteration 57Q: 3 clusters Score -2.172151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153003 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -21721526.000000 Penalty: 5926.266113
	Iteration 58Q: 3 clusters Score -2.172153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153004 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -21721524.000000 Penalty: 5926.266113
	Iteration 59Q: 3 clusters Score -2.172152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153005 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -21721526.000000 Penalty: 5926.266113
	Iteration 60F: 3 clusters Score -2.172153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153006 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -21721518.000000 Penalty: 5926.266113
	Iteration 61Q: 3 clusters Score -2.172152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153009 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -21721532.000000 Penalty: 5926.266113
	Iteration 62Q: 3 clusters Score -2.172153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153013 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -21721524.000000 Penalty: 5926.266113
	Iteration 63Q: 3 clusters Score -2.172152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153014 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -21721516.000000 Penalty: 5926.266113
	Iteration 64Q: 3 clusters Score -2.172152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153019 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -21721522.000000 Penalty: 5926.266113
	Iteration 65Q: 3 clusters Score -2.172152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153021 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -21721526.000000 Penalty: 5926.266113
	Iteration 66Q: 3 clusters Score -2.172153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153022 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -21721514.000000 Penalty: 5926.266113
	Iteration 67Q: 3 clusters Score -2.172151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153024 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -21721518.000000 Penalty: 5926.266113
	Iteration 68Q: 3 clusters Score -2.172152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153024 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -21721518.000000 Penalty: 5926.266113
	Iteration 69F: 3 clusters Score -2.172152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -51934.039062 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -51934.04 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 204 members 
Entering Unmasked Estep 
Score: -50580.277344 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -50580.28 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50846.031250 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -50846.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50964.281250 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -50964.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51044.917969 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -51044.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51255.812500 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -51255.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51491.226562 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -51491.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51696.589844 Penalty: 2997.145996
	Iteration 6F: 3 clusters Score -51696.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51897.257812 Penalty: 2997.145996
	Iteration 7F: 3 clusters Score -51897.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51989.433594 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -51989.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52015.632812 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -52015.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52040.597656 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -52040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52042.132812 Penalty: 2997.145996
	Iteration 11F: 3 clusters Score -52042.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52049.718750 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -52049.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52060.511719 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -52060.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52060.511719 Penalty: 2997.145996
	Iteration 14F: 3 clusters Score -52060.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 48129 members 
Mstep: Class 4 contains 165293 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 36770 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 132424 members 
Mstep: Class 11 contains 121944 members 
Mstep: Class 12 contains 47399 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 154526 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 27780 members 
Mstep: Class 17 contains 33979 members 
Mstep: Class 18 contains 58221 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 13253 members 
Mstep: Class 21 contains 98016 members 
Mstep: Class 22 contains 33692 members 
Mstep: Class 23 contains 335 members 
Entering Unmasked Estep 
Score: -147026560.000000 Penalty: 79126.429688
Splitting cluster 15 changes total score from -147027344.000000 to -147026560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (33979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Entering Unmasked Estep 
Score: -4651977.000000 Penalty: 2587.507568
	Iteration 0F: 2 clusters Score -4651977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4628911.000000 Penalty: 5175.015137
	Iteration 0F: 3 clusters Score -4628911 nChanged 15320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -4637549.000000 Penalty: 5175.015137
	Iteration 1F: 3 clusters Score -4637549 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4638957.000000 Penalty: 5175.015137
	Iteration 2F: 3 clusters Score -4638957 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -4641086.000000 Penalty: 5175.015137
	Iteration 3F: 3 clusters Score -4641086 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -4643724.500000 Penalty: 5175.015137
	Iteration 4F: 3 clusters Score -4643724 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -4646263.500000 Penalty: 5175.015137
	Iteration 5F: 3 clusters Score -4646264 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -4648344.000000 Penalty: 5175.015137
	Iteration 6F: 3 clusters Score -4648344 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -4649586.500000 Penalty: 5175.015137
	Iteration 7F: 3 clusters Score -4649586 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -4650312.000000 Penalty: 5175.015137
	Iteration 8Q: 3 clusters Score -4650312 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -4650747.500000 Penalty: 5175.015137
	Iteration 9Q: 3 clusters Score -4650748 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -4651090.000000 Penalty: 5175.015137
	Iteration 10Q: 3 clusters Score -4651090 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -4651356.000000 Penalty: 5175.015137
	Iteration 11Q: 3 clusters Score -4651356 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4651614.500000 Penalty: 5175.015137
	Iteration 12Q: 3 clusters Score -4651614 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4651953.000000 Penalty: 5175.015137
	Iteration 13Q: 3 clusters Score -4651953 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -4652292.000000 Penalty: 5175.015137
	Iteration 14Q: 3 clusters Score -4652292 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -4652448.500000 Penalty: 5175.015137
	Iteration 15Q: 3 clusters Score -4652448 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -4652496.000000 Penalty: 5175.015137
	Iteration 16Q: 3 clusters Score -4652496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -4652515.000000 Penalty: 5175.015137
	Iteration 17Q: 3 clusters Score -4652515 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4652537.500000 Penalty: 5175.015137
	Iteration 18Q: 3 clusters Score -4652538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4652550.500000 Penalty: 5175.015137
	Iteration 19Q: 3 clusters Score -4652550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -4652555.000000 Penalty: 5175.015137
	Iteration 20F: 3 clusters Score -4652555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -4652563.000000 Penalty: 5175.015137
	Iteration 21Q: 3 clusters Score -4652563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4652572.000000 Penalty: 5175.015137
	Iteration 22Q: 3 clusters Score -4652572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4652576.500000 Penalty: 5175.015137
	Iteration 23Q: 3 clusters Score -4652576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4652576.500000 Penalty: 5175.015137
	Iteration 24F: 3 clusters Score -4652576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 48129 members 
Mstep: Class 4 contains 165293 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 36770 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 132424 members 
Mstep: Class 11 contains 121944 members 
Mstep: Class 12 contains 47399 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 154526 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 27780 members 
Mstep: Class 17 contains 1754 members 
Mstep: Class 18 contains 58221 members 
Mstep: Class 19 contains 988 members 
Mstep: Class 20 contains 13253 members 
Mstep: Class 21 contains 98016 members 
Mstep: Class 22 contains 33692 members 
Mstep: Class 23 contains 32225 members 
Entering Unmasked Estep 
Score: -147028064.000000 Penalty: 79126.429688
Splitting cluster 17 changes total score from -147027344.000000 to -147028064.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (58221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Entering Unmasked Estep 
Score: -8293665.500000 Penalty: 2721.056152
	Iteration 0F: 2 clusters Score -8293666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -8254705.000000 Penalty: 5442.112305
	Iteration 0F: 3 clusters Score -8254705 nChanged 26908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -8270007.000000 Penalty: 5442.112305
	Iteration 1F: 3 clusters Score -8270007 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -8270840.500000 Penalty: 5442.112305
	Iteration 2Q: 3 clusters Score -8270840 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -8271879.000000 Penalty: 5442.112305
	Iteration 3Q: 3 clusters Score -8271879 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -8273197.500000 Penalty: 5442.112305
	Iteration 4Q: 3 clusters Score -8273198 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -8275040.500000 Penalty: 5442.112305
	Iteration 5F: 3 clusters Score -8275040 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -8277730.000000 Penalty: 5442.112305
	Iteration 6F: 3 clusters Score -8277730 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -8280998.000000 Penalty: 5442.112305
	Iteration 7F: 3 clusters Score -8280998 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -8284140.000000 Penalty: 5442.112305
	Iteration 8F: 3 clusters Score -8284140 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -8286565.500000 Penalty: 5442.112305
	Iteration 9Q: 3 clusters Score -8286566 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -8288007.500000 Penalty: 5442.112305
	Iteration 10Q: 3 clusters Score -8288008 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -8288725.000000 Penalty: 5442.112305
	Iteration 11Q: 3 clusters Score -8288725 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -8289139.000000 Penalty: 5442.112305
	Iteration 12Q: 3 clusters Score -8289139 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -8289450.500000 Penalty: 5442.112305
	Iteration 13Q: 3 clusters Score -8289450 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -8289672.000000 Penalty: 5442.112305
	Iteration 14Q: 3 clusters Score -8289672 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -8289877.000000 Penalty: 5442.112305
	Iteration 15Q: 3 clusters Score -8289877 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -8290081.500000 Penalty: 5442.112305
	Iteration 16Q: 3 clusters Score -8290082 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -8290232.000000 Penalty: 5442.112305
	Iteration 17Q: 3 clusters Score -8290232 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -8290391.500000 Penalty: 5442.112305
	Iteration 18Q: 3 clusters Score -8290392 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -8290554.500000 Penalty: 5442.112305
	Iteration 19Q: 3 clusters Score -8290554 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8290716.500000 Penalty: 5442.112305
	Iteration 20F: 3 clusters Score -8290716 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -8290834.000000 Penalty: 5442.112305
	Iteration 21Q: 3 clusters Score -8290834 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8290914.500000 Penalty: 5442.112305
	Iteration 22Q: 3 clusters Score -8290914 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -8290978.500000 Penalty: 5442.112305
	Iteration 23Q: 3 clusters Score -8290978 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8291023.500000 Penalty: 5442.112305
	Iteration 24Q: 3 clusters Score -8291024 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8291086.000000 Penalty: 5442.112305
	Iteration 25Q: 3 clusters Score -8291086 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8291123.500000 Penalty: 5442.112305
	Iteration 26Q: 3 clusters Score -8291124 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8291199.000000 Penalty: 5442.112305
	Iteration 27Q: 3 clusters Score -8291199 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8291227.000000 Penalty: 5442.112305
	Iteration 28Q: 3 clusters Score -8291227 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8291256.500000 Penalty: 5442.112305
	Iteration 29Q: 3 clusters Score -8291256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8291294.000000 Penalty: 5442.112305
	Iteration 30Q: 3 clusters Score -8291294 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8291315.500000 Penalty: 5442.112305
	Iteration 31Q: 3 clusters Score -8291316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8291333.500000 Penalty: 5442.112305
	Iteration 32Q: 3 clusters Score -8291334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8291341.000000 Penalty: 5442.112305
	Iteration 33Q: 3 clusters Score -8291341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8291351.000000 Penalty: 5442.112305
	Iteration 34Q: 3 clusters Score -8291351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8291373.500000 Penalty: 5442.112305
	Iteration 35Q: 3 clusters Score -8291374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8291374.000000 Penalty: 5442.112305
	Iteration 36Q: 3 clusters Score -8291374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8291373.000000 Penalty: 5442.112305
	Iteration 37Q: 3 clusters Score -8291373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8291371.000000 Penalty: 5442.112305
	Iteration 38Q: 3 clusters Score -8291371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8291375.500000 Penalty: 5442.112305
	Iteration 39Q: 3 clusters Score -8291376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8291378.000000 Penalty: 5442.112305
	Iteration 40F: 3 clusters Score -8291378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8291383.500000 Penalty: 5442.112305
	Iteration 41Q: 3 clusters Score -8291384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8291388.000000 Penalty: 5442.112305
	Iteration 42Q: 3 clusters Score -8291388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8291389.000000 Penalty: 5442.112305
	Iteration 43Q: 3 clusters Score -8291389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8291390.000000 Penalty: 5442.112305
	Iteration 44Q: 3 clusters Score -8291390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8291386.500000 Penalty: 5442.112305
	Iteration 45Q: 3 clusters Score -8291386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8291390.000000 Penalty: 5442.112305
	Iteration 46Q: 3 clusters Score -8291390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8291391.500000 Penalty: 5442.112305
	Iteration 47Q: 3 clusters Score -8291392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8291388.000000 Penalty: 5442.112305
	Iteration 48Q: 3 clusters Score -8291388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8291393.500000 Penalty: 5442.112305
	Iteration 49Q: 3 clusters Score -8291394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8291393.500000 Penalty: 5442.112305
	Iteration 50F: 3 clusters Score -8291394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -119840.132812 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119840.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118006.148438 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -118006.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118629.578125 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -118629.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -119320.140625 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -119320.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -119844.929688 Penalty: 3420.258789
	Iteration 3F: 3 clusters Score -119844.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -120082.898438 Penalty: 3420.258789
	Iteration 4F: 3 clusters Score -120082.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -120244.132812 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -120244.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -120324.054688 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -120324.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120369.093750 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -120369.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -120413.898438 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -120413.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -120477.679688 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -120477.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -120513.742188 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -120513.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -120571.101562 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -120571.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -120641.867188 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -120641.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -120689.710938 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -120689.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -120727.195312 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -120727.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120757.039062 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -120757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -120780.523438 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -120780.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -120802.718750 Penalty: 3420.258789
	Iteration 17Q: 3 clusters Score -120802.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -120853.617188 Penalty: 3420.258789
	Iteration 18Q: 3 clusters Score -120853.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -120880.515625 Penalty: 3420.258789
	Iteration 19Q: 3 clusters Score -120880.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -120948.914062 Penalty: 3420.258789
	Iteration 20F: 3 clusters Score -120948.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -121035.320312 Penalty: 3420.258789
	Iteration 21Q: 3 clusters Score -121035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -121045.562500 Penalty: 3420.258789
	Iteration 22Q: 3 clusters Score -121045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -121045.562500 Penalty: 3420.258789
	Iteration 23F: 3 clusters Score -121045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 48129 members 
Mstep: Class 4 contains 165293 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 36770 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 132424 members 
Mstep: Class 11 contains 121944 members 
Mstep: Class 12 contains 47399 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 154526 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 27780 members 
Mstep: Class 17 contains 1754 members 
Mstep: Class 18 contains 58221 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13253 members 
Mstep: Class 21 contains 98016 members 
Mstep: Class 22 contains 33692 members 
Mstep: Class 23 contains 32225 members 
Mstep: Class 24 contains 616 members 
Entering Unmasked Estep 
Score: -147027472.000000 Penalty: 82566.710938
Splitting cluster 19 changes total score from -147027344.000000 to -147027472.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (13253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Entering Unmasked Estep 
Score: -1895103.500000 Penalty: 2354.010986
	Iteration 0F: 2 clusters Score -1895104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1885352.875000 Penalty: 4708.021973
	Iteration 0F: 3 clusters Score -1885353 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1888256.625000 Penalty: 4708.021973
	Iteration 1F: 3 clusters Score -1888257 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1888558.750000 Penalty: 4708.021973
	Iteration 2F: 3 clusters Score -1888559 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1888799.000000 Penalty: 4708.021973
	Iteration 3Q: 3 clusters Score -1888799 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1888966.000000 Penalty: 4708.021973
	Iteration 4Q: 3 clusters Score -1888966 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1889110.750000 Penalty: 4708.021973
	Iteration 5Q: 3 clusters Score -1889111 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1889212.625000 Penalty: 4708.021973
	Iteration 6Q: 3 clusters Score -1889213 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1889305.875000 Penalty: 4708.021973
	Iteration 7Q: 3 clusters Score -1889306 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1889409.750000 Penalty: 4708.021973
	Iteration 8Q: 3 clusters Score -1889410 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1889521.375000 Penalty: 4708.021973
	Iteration 9Q: 3 clusters Score -1889521 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1889644.250000 Penalty: 4708.021973
	Iteration 10Q: 3 clusters Score -1889644 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1889780.500000 Penalty: 4708.021973
	Iteration 11Q: 3 clusters Score -1889780 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1889959.000000 Penalty: 4708.021973
	Iteration 12Q: 3 clusters Score -1889959 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1890152.750000 Penalty: 4708.021973
	Iteration 13Q: 3 clusters Score -1890153 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1890436.625000 Penalty: 4708.021973
	Iteration 14Q: 3 clusters Score -1890437 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1890812.125000 Penalty: 4708.021973
	Iteration 15Q: 3 clusters Score -1890812 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1891241.375000 Penalty: 4708.021973
	Iteration 16Q: 3 clusters Score -1891241 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1891696.375000 Penalty: 4708.021973
	Iteration 17Q: 3 clusters Score -1891696 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1892108.875000 Penalty: 4708.021973
	Iteration 18Q: 3 clusters Score -1892109 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1892416.250000 Penalty: 4708.021973
	Iteration 19Q: 3 clusters Score -1892416 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1892604.375000 Penalty: 4708.021973
	Iteration 20F: 3 clusters Score -1892604 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1892700.250000 Penalty: 4708.021973
	Iteration 21Q: 3 clusters Score -1892700 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1892773.125000 Penalty: 4708.021973
	Iteration 22Q: 3 clusters Score -1892773 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1892821.375000 Penalty: 4708.021973
	Iteration 23Q: 3 clusters Score -1892821 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1892863.625000 Penalty: 4708.021973
	Iteration 24Q: 3 clusters Score -1892864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1892894.000000 Penalty: 4708.021973
	Iteration 25Q: 3 clusters Score -1892894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1892918.625000 Penalty: 4708.021973
	Iteration 26Q: 3 clusters Score -1892919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1892944.250000 Penalty: 4708.021973
	Iteration 27Q: 3 clusters Score -1892944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1892961.625000 Penalty: 4708.021973
	Iteration 28Q: 3 clusters Score -1892962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1892988.875000 Penalty: 4708.021973
	Iteration 29Q: 3 clusters Score -1892989 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1893005.750000 Penalty: 4708.021973
	Iteration 30Q: 3 clusters Score -1893006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1893012.875000 Penalty: 4708.021973
	Iteration 31Q: 3 clusters Score -1893013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1893018.875000 Penalty: 4708.021973
	Iteration 32Q: 3 clusters Score -1893019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1893025.250000 Penalty: 4708.021973
	Iteration 33Q: 3 clusters Score -1893025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1893035.250000 Penalty: 4708.021973
	Iteration 34Q: 3 clusters Score -1893035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1893045.000000 Penalty: 4708.021973
	Iteration 35Q: 3 clusters Score -1893045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1893046.000000 Penalty: 4708.021973
	Iteration 36Q: 3 clusters Score -1893046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1893053.625000 Penalty: 4708.021973
	Iteration 37Q: 3 clusters Score -1893054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1893065.625000 Penalty: 4708.021973
	Iteration 38Q: 3 clusters Score -1893066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1893076.375000 Penalty: 4708.021973
	Iteration 39Q: 3 clusters Score -1893076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1893080.000000 Penalty: 4708.021973
	Iteration 40F: 3 clusters Score -1893080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1893089.500000 Penalty: 4708.021973
	Iteration 41Q: 3 clusters Score -1893090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1893096.875000 Penalty: 4708.021973
	Iteration 42Q: 3 clusters Score -1893097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1893096.500000 Penalty: 4708.021973
	Iteration 43Q: 3 clusters Score -1893096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1893104.750000 Penalty: 4708.021973
	Iteration 44Q: 3 clusters Score -1893105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1893106.000000 Penalty: 4708.021973
	Iteration 45Q: 3 clusters Score -1893106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1893112.125000 Penalty: 4708.021973
	Iteration 46Q: 3 clusters Score -1893112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1893112.125000 Penalty: 4708.021973
	Iteration 47Q: 3 clusters Score -1893112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1893121.125000 Penalty: 4708.021973
	Iteration 48Q: 3 clusters Score -1893121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1893123.875000 Penalty: 4708.021973
	Iteration 49Q: 3 clusters Score -1893124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1893126.750000 Penalty: 4708.021973
	Iteration 50Q: 3 clusters Score -1893127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1893126.500000 Penalty: 4708.021973
	Iteration 51Q: 3 clusters Score -1893126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1893127.500000 Penalty: 4708.021973
	Iteration 52Q: 3 clusters Score -1893128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1893130.500000 Penalty: 4708.021973
	Iteration 53Q: 3 clusters Score -1893130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1893130.500000 Penalty: 4708.021973
	Iteration 54F: 3 clusters Score -1893130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (98016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Entering Unmasked Estep 
Score: -13981125.000000 Penalty: 2850.235596
	Iteration 0F: 2 clusters Score -1.398112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -13916722.000000 Penalty: 5700.471191
	Iteration 0F: 3 clusters Score -1.391672e+07 nChanged 46455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -13943819.000000 Penalty: 5700.471191
	Iteration 1F: 3 clusters Score -1.394382e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -13945547.000000 Penalty: 5700.471191
	Iteration 2Q: 3 clusters Score -1.394555e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -13948261.000000 Penalty: 5700.471191
	Iteration 3Q: 3 clusters Score -1.394826e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -13952333.000000 Penalty: 5700.471191
	Iteration 4F: 3 clusters Score -1.395233e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -13958054.000000 Penalty: 5700.471191
	Iteration 5F: 3 clusters Score -1.395805e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -13964611.000000 Penalty: 5700.471191
	Iteration 6F: 3 clusters Score -1.396461e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -13970450.000000 Penalty: 5700.471191
	Iteration 7F: 3 clusters Score -1.397045e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -13973486.000000 Penalty: 5700.471191
	Iteration 8F: 3 clusters Score -1.397349e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -13974865.000000 Penalty: 5700.471191
	Iteration 9Q: 3 clusters Score -1.397486e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -13975615.000000 Penalty: 5700.471191
	Iteration 10Q: 3 clusters Score -1.397562e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -13976331.000000 Penalty: 5700.471191
	Iteration 11Q: 3 clusters Score -1.397633e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 68687 members 
Entering Unmasked Estep 
Score: -13976885.000000 Penalty: 5700.471191
	Iteration 12Q: 3 clusters Score -1.397688e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -13977479.000000 Penalty: 5700.471191
	Iteration 13Q: 3 clusters Score -1.397748e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -13977858.000000 Penalty: 5700.471191
	Iteration 14Q: 3 clusters Score -1.397786e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -13978108.000000 Penalty: 5700.471191
	Iteration 15Q: 3 clusters Score -1.397811e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
Score: -13978302.000000 Penalty: 5700.471191
	Iteration 16Q: 3 clusters Score -1.39783e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -13978495.000000 Penalty: 5700.471191
	Iteration 17Q: 3 clusters Score -1.39785e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -13978691.000000 Penalty: 5700.471191
	Iteration 18Q: 3 clusters Score -1.397869e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -13978768.000000 Penalty: 5700.471191
	Iteration 19Q: 3 clusters Score -1.397877e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -13978928.000000 Penalty: 5700.471191
	Iteration 20F: 3 clusters Score -1.397893e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 75674 members 
Entering Unmasked Estep 
Score: -13978993.000000 Penalty: 5700.471191
	Iteration 21Q: 3 clusters Score -1.397899e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -13979095.000000 Penalty: 5700.471191
	Iteration 22Q: 3 clusters Score -1.39791e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -13979179.000000 Penalty: 5700.471191
	Iteration 23Q: 3 clusters Score -1.397918e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -13979198.000000 Penalty: 5700.471191
	Iteration 24Q: 3 clusters Score -1.39792e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 78348 members 
Entering Unmasked Estep 
Score: -13979275.000000 Penalty: 5700.471191
	Iteration 25Q: 3 clusters Score -1.397928e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -13979367.000000 Penalty: 5700.471191
	Iteration 26Q: 3 clusters Score -1.397937e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -13979438.000000 Penalty: 5700.471191
	Iteration 27Q: 3 clusters Score -1.397944e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -13979463.000000 Penalty: 5700.471191
	Iteration 28Q: 3 clusters Score -1.397946e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -13979603.000000 Penalty: 5700.471191
	Iteration 29Q: 3 clusters Score -1.39796e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
Score: -13979659.000000 Penalty: 5700.471191
	Iteration 30Q: 3 clusters Score -1.397966e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -13979723.000000 Penalty: 5700.471191
	Iteration 31Q: 3 clusters Score -1.397972e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 82820 members 
Entering Unmasked Estep 
Score: -13979797.000000 Penalty: 5700.471191
	Iteration 32Q: 3 clusters Score -1.39798e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -13979836.000000 Penalty: 5700.471191
	Iteration 33Q: 3 clusters Score -1.397984e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 83807 members 
Entering Unmasked Estep 
Score: -13979885.000000 Penalty: 5700.471191
	Iteration 34Q: 3 clusters Score -1.397988e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -13979924.000000 Penalty: 5700.471191
	Iteration 35Q: 3 clusters Score -1.397992e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -13979989.000000 Penalty: 5700.471191
	Iteration 36Q: 3 clusters Score -1.397999e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 85102 members 
Entering Unmasked Estep 
Score: -13979961.000000 Penalty: 5700.471191
	Iteration 37Q: 3 clusters Score -1.397996e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -13980007.000000 Penalty: 5700.471191
	Iteration 38Q: 3 clusters Score -1.398001e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 85777 members 
Entering Unmasked Estep 
Score: -13980045.000000 Penalty: 5700.471191
	Iteration 39Q: 3 clusters Score -1.398004e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -13980037.000000 Penalty: 5700.471191
	Iteration 40F: 3 clusters Score -1.398004e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -13980049.000000 Penalty: 5700.471191
	Iteration 41Q: 3 clusters Score -1.398005e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 86621 members 
Entering Unmasked Estep 
Score: -13980100.000000 Penalty: 5700.471191
	Iteration 42Q: 3 clusters Score -1.39801e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -13980111.000000 Penalty: 5700.471191
	Iteration 43Q: 3 clusters Score -1.398011e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -13980119.000000 Penalty: 5700.471191
	Iteration 44Q: 3 clusters Score -1.398012e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -13980123.000000 Penalty: 5700.471191
	Iteration 45Q: 3 clusters Score -1.398012e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 87491 members 
Entering Unmasked Estep 
Score: -13980134.000000 Penalty: 5700.471191
	Iteration 46Q: 3 clusters Score -1.398013e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -13980112.000000 Penalty: 5700.471191
	Iteration 47Q: 3 clusters Score -1.398011e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -13980139.000000 Penalty: 5700.471191
	Iteration 48Q: 3 clusters Score -1.398014e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -13980181.000000 Penalty: 5700.471191
	Iteration 49Q: 3 clusters Score -1.398018e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -13980153.000000 Penalty: 5700.471191
	Iteration 50Q: 3 clusters Score -1.398015e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 88387 members 
Entering Unmasked Estep 
Score: -13980144.000000 Penalty: 5700.471191
	Iteration 51Q: 3 clusters Score -1.398014e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -13980132.000000 Penalty: 5700.471191
	Iteration 52Q: 3 clusters Score -1.398013e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -13980136.000000 Penalty: 5700.471191
	Iteration 53Q: 3 clusters Score -1.398014e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 88772 members 
Entering Unmasked Estep 
Score: -13980152.000000 Penalty: 5700.471191
	Iteration 54Q: 3 clusters Score -1.398015e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -13980188.000000 Penalty: 5700.471191
	Iteration 55Q: 3 clusters Score -1.398019e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 89039 members 
Entering Unmasked Estep 
Score: -13980176.000000 Penalty: 5700.471191
	Iteration 56Q: 3 clusters Score -1.398018e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -13980215.000000 Penalty: 5700.471191
	Iteration 57Q: 3 clusters Score -1.398022e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 89358 members 
Entering Unmasked Estep 
Score: -13980227.000000 Penalty: 5700.471191
	Iteration 58Q: 3 clusters Score -1.398023e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -13980203.000000 Penalty: 5700.471191
	Iteration 59Q: 3 clusters Score -1.39802e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -13980213.000000 Penalty: 5700.471191
	Iteration 60F: 3 clusters Score -1.398021e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 89812 members 
Entering Unmasked Estep 
Score: -13980210.000000 Penalty: 5700.471191
	Iteration 61Q: 3 clusters Score -1.398021e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -13980233.000000 Penalty: 5700.471191
	Iteration 62Q: 3 clusters Score -1.398023e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -13980267.000000 Penalty: 5700.471191
	Iteration 63Q: 3 clusters Score -1.398027e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -13980235.000000 Penalty: 5700.471191
	Iteration 64Q: 3 clusters Score -1.398024e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -13980253.000000 Penalty: 5700.471191
	Iteration 65Q: 3 clusters Score -1.398025e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -13980275.000000 Penalty: 5700.471191
	Iteration 66Q: 3 clusters Score -1.398028e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -13980276.000000 Penalty: 5700.471191
	Iteration 67Q: 3 clusters Score -1.398028e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 90690 members 
Entering Unmasked Estep 
Score: -13980266.000000 Penalty: 5700.471191
	Iteration 68Q: 3 clusters Score -1.398027e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -13980311.000000 Penalty: 5700.471191
	Iteration 69Q: 3 clusters Score -1.398031e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -13980330.000000 Penalty: 5700.471191
	Iteration 70Q: 3 clusters Score -1.398033e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -13980337.000000 Penalty: 5700.471191
	Iteration 71Q: 3 clusters Score -1.398034e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -13980323.000000 Penalty: 5700.471191
	Iteration 72Q: 3 clusters Score -1.398032e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 91189 members 
Entering Unmasked Estep 
Score: -13980316.000000 Penalty: 5700.471191
	Iteration 73Q: 3 clusters Score -1.398032e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -13980315.000000 Penalty: 5700.471191
	Iteration 74Q: 3 clusters Score -1.398032e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -13980324.000000 Penalty: 5700.471191
	Iteration 75Q: 3 clusters Score -1.398032e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -13980351.000000 Penalty: 5700.471191
	Iteration 76Q: 3 clusters Score -1.398035e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -13980350.000000 Penalty: 5700.471191
	Iteration 77Q: 3 clusters Score -1.398035e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -13980357.000000 Penalty: 5700.471191
	Iteration 78Q: 3 clusters Score -1.398036e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -13980397.000000 Penalty: 5700.471191
	Iteration 79Q: 3 clusters Score -1.39804e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -13980385.000000 Penalty: 5700.471191
	Iteration 80F: 3 clusters Score -1.398038e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -13980377.000000 Penalty: 5700.471191
	Iteration 81Q: 3 clusters Score -1.398038e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 91859 members 
Entering Unmasked Estep 
Score: -13980361.000000 Penalty: 5700.471191
	Iteration 82Q: 3 clusters Score -1.398036e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 91916 members 
Entering Unmasked Estep 
Score: -13980375.000000 Penalty: 5700.471191
	Iteration 83Q: 3 clusters Score -1.398038e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -13980356.000000 Penalty: 5700.471191
	Iteration 84Q: 3 clusters Score -1.398036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -13980363.000000 Penalty: 5700.471191
	Iteration 85Q: 3 clusters Score -1.398036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -13980355.000000 Penalty: 5700.471191
	Iteration 86Q: 3 clusters Score -1.398036e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -13980364.000000 Penalty: 5700.471191
	Iteration 87Q: 3 clusters Score -1.398036e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -13980374.000000 Penalty: 5700.471191
	Iteration 88Q: 3 clusters Score -1.398037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -13980378.000000 Penalty: 5700.471191
	Iteration 89Q: 3 clusters Score -1.398038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 92138 members 
Entering Unmasked Estep 
Score: -13980397.000000 Penalty: 5700.471191
	Iteration 90Q: 3 clusters Score -1.39804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -13980392.000000 Penalty: 5700.471191
	Iteration 91Q: 3 clusters Score -1.398039e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -13980398.000000 Penalty: 5700.471191
	Iteration 92Q: 3 clusters Score -1.39804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -13980399.000000 Penalty: 5700.471191
	Iteration 93Q: 3 clusters Score -1.39804e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 92249 members 
Entering Unmasked Estep 
Score: -13980392.000000 Penalty: 5700.471191
	Iteration 94Q: 3 clusters Score -1.398039e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
Score: -13980395.000000 Penalty: 5700.471191
	Iteration 95Q: 3 clusters Score -1.39804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -13980394.000000 Penalty: 5700.471191
	Iteration 96Q: 3 clusters Score -1.398039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 92320 members 
Entering Unmasked Estep 
Score: -13980378.000000 Penalty: 5700.471191
	Iteration 97Q: 3 clusters Score -1.398038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 92347 members 
Entering Unmasked Estep 
Score: -13980393.000000 Penalty: 5700.471191
	Iteration 98Q: 3 clusters Score -1.398039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -13980385.000000 Penalty: 5700.471191
	Iteration 99Q: 3 clusters Score -1.398038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -13980371.000000 Penalty: 5700.471191
	Iteration 100F: 3 clusters Score -1.398037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -13980382.000000 Penalty: 5700.471191
	Iteration 101Q: 3 clusters Score -1.398038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -13980378.000000 Penalty: 5700.471191
	Iteration 102Q: 3 clusters Score -1.398038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -13980383.000000 Penalty: 5700.471191
	Iteration 103Q: 3 clusters Score -1.398038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -13980387.000000 Penalty: 5700.471191
	Iteration 104Q: 3 clusters Score -1.398039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -13980381.000000 Penalty: 5700.471191
	Iteration 105Q: 3 clusters Score -1.398038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -13980372.000000 Penalty: 5700.471191
	Iteration 106Q: 3 clusters Score -1.398037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -13980375.000000 Penalty: 5700.471191
	Iteration 107Q: 3 clusters Score -1.398038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
Score: -13980372.000000 Penalty: 5700.471191
	Iteration 108Q: 3 clusters Score -1.398037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 92448 members 
Entering Unmasked Estep 
Score: -13980359.000000 Penalty: 5700.471191
	Iteration 109Q: 3 clusters Score -1.398036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 92470 members 
Entering Unmasked Estep 
Score: -13980365.000000 Penalty: 5700.471191
	Iteration 110Q: 3 clusters Score -1.398036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 92487 members 
Entering Unmasked Estep 
Score: -13980376.000000 Penalty: 5700.471191
	Iteration 111Q: 3 clusters Score -1.398038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -13980360.000000 Penalty: 5700.471191
	Iteration 112Q: 3 clusters Score -1.398036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 92498 members 
Entering Unmasked Estep 
Score: -13980363.000000 Penalty: 5700.471191
	Iteration 113Q: 3 clusters Score -1.398036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -13980353.000000 Penalty: 5700.471191
	Iteration 114Q: 3 clusters Score -1.398035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 92512 members 
Entering Unmasked Estep 
Score: -13980359.000000 Penalty: 5700.471191
	Iteration 115Q: 3 clusters Score -1.398036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 92515 members 
Entering Unmasked Estep 
Score: -13980361.000000 Penalty: 5700.471191
	Iteration 116Q: 3 clusters Score -1.398036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -13980371.000000 Penalty: 5700.471191
	Iteration 117Q: 3 clusters Score -1.398037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 92524 members 
Entering Unmasked Estep 
Score: -13980368.000000 Penalty: 5700.471191
	Iteration 118Q: 3 clusters Score -1.398037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 92531 members 
Entering Unmasked Estep 
Score: -13980384.000000 Penalty: 5700.471191
	Iteration 119Q: 3 clusters Score -1.398038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -13980370.000000 Penalty: 5700.471191
	Iteration 120F: 3 clusters Score -1.398037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -13980380.000000 Penalty: 5700.471191
	Iteration 121Q: 3 clusters Score -1.398038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 92542 members 
Entering Unmasked Estep 
Score: -13980389.000000 Penalty: 5700.471191
	Iteration 122Q: 3 clusters Score -1.398039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 92543 members 
Entering Unmasked Estep 
Score: -13980391.000000 Penalty: 5700.471191
	Iteration 123Q: 3 clusters Score -1.398039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 92543 members 
Entering Unmasked Estep 
Score: -13980391.000000 Penalty: 5700.471191
	Iteration 124F: 3 clusters Score -1.398039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Entering Unmasked Estep 
Score: -4812459.500000 Penalty: 2585.403809
	Iteration 0F: 2 clusters Score -4812460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -4789596.000000 Penalty: 5170.807617
	Iteration 0F: 3 clusters Score -4789596 nChanged 15251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -4797945.500000 Penalty: 5170.807617
	Iteration 1F: 3 clusters Score -4797946 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4798507.000000 Penalty: 5170.807617
	Iteration 2Q: 3 clusters Score -4798507 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -4799056.000000 Penalty: 5170.807617
	Iteration 3Q: 3 clusters Score -4799056 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4799629.500000 Penalty: 5170.807617
	Iteration 4Q: 3 clusters Score -4799630 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -4800300.000000 Penalty: 5170.807617
	Iteration 5Q: 3 clusters Score -4800300 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -4801070.500000 Penalty: 5170.807617
	Iteration 6Q: 3 clusters Score -4801070 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -4802155.000000 Penalty: 5170.807617
	Iteration 7F: 3 clusters Score -4802155 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -4803485.500000 Penalty: 5170.807617
	Iteration 8F: 3 clusters Score -4803486 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -4805009.500000 Penalty: 5170.807617
	Iteration 9F: 3 clusters Score -4805010 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -4806121.000000 Penalty: 5170.807617
	Iteration 10F: 3 clusters Score -4806121 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -4806745.000000 Penalty: 5170.807617
	Iteration 11Q: 3 clusters Score -4806745 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4807040.000000 Penalty: 5170.807617
	Iteration 12Q: 3 clusters Score -4807040 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -4807203.000000 Penalty: 5170.807617
	Iteration 13Q: 3 clusters Score -4807203 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -4807350.500000 Penalty: 5170.807617
	Iteration 14Q: 3 clusters Score -4807350 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4807493.000000 Penalty: 5170.807617
	Iteration 15Q: 3 clusters Score -4807493 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -4807614.500000 Penalty: 5170.807617
	Iteration 16Q: 3 clusters Score -4807614 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4807770.000000 Penalty: 5170.807617
	Iteration 17Q: 3 clusters Score -4807770 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4807894.000000 Penalty: 5170.807617
	Iteration 18Q: 3 clusters Score -4807894 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4807983.000000 Penalty: 5170.807617
	Iteration 19Q: 3 clusters Score -4807983 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4808057.000000 Penalty: 5170.807617
	Iteration 20F: 3 clusters Score -4808057 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -4808150.500000 Penalty: 5170.807617
	Iteration 21Q: 3 clusters Score -4808150 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4808224.000000 Penalty: 5170.807617
	Iteration 22Q: 3 clusters Score -4808224 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -4808292.000000 Penalty: 5170.807617
	Iteration 23Q: 3 clusters Score -4808292 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -4808405.500000 Penalty: 5170.807617
	Iteration 24Q: 3 clusters Score -4808406 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -4808506.500000 Penalty: 5170.807617
	Iteration 25Q: 3 clusters Score -4808506 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -4808571.500000 Penalty: 5170.807617
	Iteration 26Q: 3 clusters Score -4808572 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -4808680.500000 Penalty: 5170.807617
	Iteration 27Q: 3 clusters Score -4808680 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -4808739.500000 Penalty: 5170.807617
	Iteration 28Q: 3 clusters Score -4808740 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -4808829.000000 Penalty: 5170.807617
	Iteration 29Q: 3 clusters Score -4808829 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -4808941.000000 Penalty: 5170.807617
	Iteration 30Q: 3 clusters Score -4808941 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4808997.500000 Penalty: 5170.807617
	Iteration 31Q: 3 clusters Score -4808998 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -4809100.000000 Penalty: 5170.807617
	Iteration 32Q: 3 clusters Score -4809100 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -4809199.000000 Penalty: 5170.807617
	Iteration 33Q: 3 clusters Score -4809199 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -4809275.500000 Penalty: 5170.807617
	Iteration 34Q: 3 clusters Score -4809276 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -4809313.000000 Penalty: 5170.807617
	Iteration 35Q: 3 clusters Score -4809313 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -4809388.000000 Penalty: 5170.807617
	Iteration 36Q: 3 clusters Score -4809388 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4809464.500000 Penalty: 5170.807617
	Iteration 37Q: 3 clusters Score -4809464 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4809553.000000 Penalty: 5170.807617
	Iteration 38Q: 3 clusters Score -4809553 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4809636.000000 Penalty: 5170.807617
	Iteration 39Q: 3 clusters Score -4809636 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -4809707.500000 Penalty: 5170.807617
	Iteration 40F: 3 clusters Score -4809708 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4809774.000000 Penalty: 5170.807617
	Iteration 41Q: 3 clusters Score -4809774 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4809815.000000 Penalty: 5170.807617
	Iteration 42Q: 3 clusters Score -4809815 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4809870.000000 Penalty: 5170.807617
	Iteration 43Q: 3 clusters Score -4809870 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4809914.500000 Penalty: 5170.807617
	Iteration 44Q: 3 clusters Score -4809914 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4809959.000000 Penalty: 5170.807617
	Iteration 45Q: 3 clusters Score -4809959 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4810002.500000 Penalty: 5170.807617
	Iteration 46Q: 3 clusters Score -4810002 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4810038.500000 Penalty: 5170.807617
	Iteration 47Q: 3 clusters Score -4810038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4810078.000000 Penalty: 5170.807617
	Iteration 48Q: 3 clusters Score -4810078 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4810113.000000 Penalty: 5170.807617
	Iteration 49Q: 3 clusters Score -4810113 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4810158.000000 Penalty: 5170.807617
	Iteration 50Q: 3 clusters Score -4810158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4810175.000000 Penalty: 5170.807617
	Iteration 51Q: 3 clusters Score -4810175 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4810196.500000 Penalty: 5170.807617
	Iteration 52Q: 3 clusters Score -4810196 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4810218.500000 Penalty: 5170.807617
	Iteration 53Q: 3 clusters Score -4810218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4810243.000000 Penalty: 5170.807617
	Iteration 54Q: 3 clusters Score -4810243 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4810271.500000 Penalty: 5170.807617
	Iteration 55Q: 3 clusters Score -4810272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4810283.500000 Penalty: 5170.807617
	Iteration 56Q: 3 clusters Score -4810284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4810313.000000 Penalty: 5170.807617
	Iteration 57Q: 3 clusters Score -4810313 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4810323.000000 Penalty: 5170.807617
	Iteration 58Q: 3 clusters Score -4810323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4810334.500000 Penalty: 5170.807617
	Iteration 59Q: 3 clusters Score -4810334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4810355.000000 Penalty: 5170.807617
	Iteration 60F: 3 clusters Score -4810355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4810365.000000 Penalty: 5170.807617
	Iteration 61Q: 3 clusters Score -4810365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4810378.500000 Penalty: 5170.807617
	Iteration 62Q: 3 clusters Score -4810378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4810382.500000 Penalty: 5170.807617
	Iteration 63Q: 3 clusters Score -4810382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4810385.000000 Penalty: 5170.807617
	Iteration 64Q: 3 clusters Score -4810385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4810398.500000 Penalty: 5170.807617
	Iteration 65Q: 3 clusters Score -4810398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4810403.500000 Penalty: 5170.807617
	Iteration 66Q: 3 clusters Score -4810404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4810405.000000 Penalty: 5170.807617
	Iteration 67Q: 3 clusters Score -4810405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4810406.500000 Penalty: 5170.807617
	Iteration 68Q: 3 clusters Score -4810406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4810411.500000 Penalty: 5170.807617
	Iteration 69Q: 3 clusters Score -4810412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4810408.500000 Penalty: 5170.807617
	Iteration 70Q: 3 clusters Score -4810408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4810413.000000 Penalty: 5170.807617
	Iteration 71Q: 3 clusters Score -4810413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4810412.000000 Penalty: 5170.807617
	Iteration 72Q: 3 clusters Score -4810412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4810421.000000 Penalty: 5170.807617
	Iteration 73Q: 3 clusters Score -4810421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4810424.000000 Penalty: 5170.807617
	Iteration 74Q: 3 clusters Score -4810424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4810414.500000 Penalty: 5170.807617
	Iteration 75Q: 3 clusters Score -4810414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4810414.500000 Penalty: 5170.807617
	Iteration 76F: 3 clusters Score -4810414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 48129 members 
Mstep: Class 4 contains 165293 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 36770 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 132424 members 
Mstep: Class 11 contains 121944 members 
Mstep: Class 12 contains 47399 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 154526 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 17 contains 1754 members 
Mstep: Class 18 contains 58221 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13253 members 
Mstep: Class 21 contains 98016 members 
Mstep: Class 22 contains 33692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147032464.000000 Penalty: 82566.710938
Iteration 79Q: 25 clusters Score -1.470325e+08 nChanged 14101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1781 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1676 members 
Mstep: Class 3 contains 48949 members 
Mstep: Class 4 contains 164977 members 
Mstep: Class 5 contains 61018 members 
Mstep: Class 6 contains 12530 members 
Mstep: Class 7 contains 36883 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 132672 members 
Mstep: Class 11 contains 123476 members 
Mstep: Class 12 contains 45979 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 155879 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 25353 members 
Mstep: Class 17 contains 1754 members 
Mstep: Class 18 contains 57988 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 13292 members 
Mstep: Class 21 contains 98260 members 
Mstep: Class 22 contains 33754 members 
Mstep: Class 23 contains 31831 members 
Mstep: Class 24 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037552.000000 Penalty: 82566.710938
Iteration 80F: 25 clusters Score -1.470376e+08 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1661 members 
Mstep: Class 3 contains 50247 members 
Mstep: Class 4 contains 163136 members 
Mstep: Class 5 contains 61123 members 
Mstep: Class 6 contains 12559 members 
Mstep: Class 7 contains 36882 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 132115 members 
Mstep: Class 11 contains 124209 members 
Mstep: Class 12 contains 44828 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 156733 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 25700 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 57599 members 
Mstep: Class 19 contains 373 members 
Mstep: Class 20 contains 13301 members 
Mstep: Class 21 contains 97893 members 
Mstep: Class 22 contains 33717 members 
Mstep: Class 23 contains 32814 members 
Mstep: Class 24 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041600.000000 Penalty: 82566.710938
Iteration 81Q: 25 clusters Score -1.470416e+08 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 51630 members 
Mstep: Class 4 contains 161658 members 
Mstep: Class 5 contains 61180 members 
Mstep: Class 6 contains 12599 members 
Mstep: Class 7 contains 36840 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 131272 members 
Mstep: Class 11 contains 124906 members 
Mstep: Class 12 contains 44059 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 157643 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 25906 members 
Mstep: Class 17 contains 1787 members 
Mstep: Class 18 contains 57120 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13302 members 
Mstep: Class 21 contains 97565 members 
Mstep: Class 22 contains 33677 members 
Mstep: Class 23 contains 33501 members 
Mstep: Class 24 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147043648.000000 Penalty: 82566.710938
Iteration 82Q: 25 clusters Score -1.470436e+08 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 52983 members 
Mstep: Class 4 contains 160564 members 
Mstep: Class 5 contains 61280 members 
Mstep: Class 6 contains 12625 members 
Mstep: Class 7 contains 36804 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 130260 members 
Mstep: Class 11 contains 125605 members 
Mstep: Class 12 contains 43489 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 158468 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 25979 members 
Mstep: Class 17 contains 1833 members 
Mstep: Class 18 contains 56580 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13271 members 
Mstep: Class 21 contains 97277 members 
Mstep: Class 22 contains 33637 members 
Mstep: Class 23 contains 34002 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147045168.000000 Penalty: 82566.710938
Iteration 83Q: 25 clusters Score -1.470452e+08 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1606 members 
Mstep: Class 3 contains 54459 members 
Mstep: Class 4 contains 159740 members 
Mstep: Class 5 contains 61309 members 
Mstep: Class 6 contains 12645 members 
Mstep: Class 7 contains 36719 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 129047 members 
Mstep: Class 11 contains 126286 members 
Mstep: Class 12 contains 42976 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 159138 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 26052 members 
Mstep: Class 17 contains 1875 members 
Mstep: Class 18 contains 56088 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13237 members 
Mstep: Class 21 contains 97005 members 
Mstep: Class 22 contains 33651 members 
Mstep: Class 23 contains 34443 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147046528.000000 Penalty: 82566.710938
Iteration 84Q: 25 clusters Score -1.470465e+08 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1595 members 
Mstep: Class 3 contains 56010 members 
Mstep: Class 4 contains 159237 members 
Mstep: Class 5 contains 61296 members 
Mstep: Class 6 contains 12658 members 
Mstep: Class 7 contains 36638 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 127718 members 
Mstep: Class 11 contains 126913 members 
Mstep: Class 12 contains 42613 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 159550 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 26111 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 55566 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13188 members 
Mstep: Class 21 contains 96797 members 
Mstep: Class 22 contains 33658 members 
Mstep: Class 23 contains 34810 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147047904.000000 Penalty: 82566.710938
Iteration 85Q: 25 clusters Score -1.470479e+08 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 57605 members 
Mstep: Class 4 contains 159018 members 
Mstep: Class 5 contains 61264 members 
Mstep: Class 6 contains 12660 members 
Mstep: Class 7 contains 36583 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 126255 members 
Mstep: Class 11 contains 127478 members 
Mstep: Class 12 contains 42304 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 159766 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 26162 members 
Mstep: Class 17 contains 1976 members 
Mstep: Class 18 contains 55038 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13160 members 
Mstep: Class 21 contains 96611 members 
Mstep: Class 22 contains 33660 members 
Mstep: Class 23 contains 35135 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147048688.000000 Penalty: 82566.710938
Iteration 86Q: 25 clusters Score -1.470487e+08 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1567 members 
Mstep: Class 3 contains 59212 members 
Mstep: Class 4 contains 159041 members 
Mstep: Class 5 contains 61274 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 36522 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 124722 members 
Mstep: Class 11 contains 128080 members 
Mstep: Class 12 contains 42040 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 159782 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 2022 members 
Mstep: Class 18 contains 54485 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13114 members 
Mstep: Class 21 contains 96422 members 
Mstep: Class 22 contains 33675 members 
Mstep: Class 23 contains 35444 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147050240.000000 Penalty: 82566.710938
Iteration 87Q: 25 clusters Score -1.470502e+08 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 60857 members 
Mstep: Class 4 contains 159289 members 
Mstep: Class 5 contains 61298 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 36488 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 123029 members 
Mstep: Class 11 contains 128584 members 
Mstep: Class 12 contains 41853 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 159602 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 53999 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13085 members 
Mstep: Class 21 contains 96303 members 
Mstep: Class 22 contains 33673 members 
Mstep: Class 23 contains 35730 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147050832.000000 Penalty: 82566.710938
Iteration 88Q: 25 clusters Score -1.470508e+08 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 3 contains 62471 members 
Mstep: Class 4 contains 159686 members 
Mstep: Class 5 contains 61322 members 
Mstep: Class 6 contains 12658 members 
Mstep: Class 7 contains 36486 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 121393 members 
Mstep: Class 11 contains 129033 members 
Mstep: Class 12 contains 41731 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 159300 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 26159 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 53502 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13053 members 
Mstep: Class 21 contains 96163 members 
Mstep: Class 22 contains 33685 members 
Mstep: Class 23 contains 35990 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147052368.000000 Penalty: 82566.710938
Iteration 89Q: 25 clusters Score -1.470524e+08 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 64026 members 
Mstep: Class 4 contains 160153 members 
Mstep: Class 5 contains 61371 members 
Mstep: Class 6 contains 12648 members 
Mstep: Class 7 contains 36470 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 119680 members 
Mstep: Class 11 contains 129549 members 
Mstep: Class 12 contains 41640 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 159019 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 26156 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 52992 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13040 members 
Mstep: Class 21 contains 95997 members 
Mstep: Class 22 contains 33677 members 
Mstep: Class 23 contains 36204 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147053664.000000 Penalty: 82566.710938
Iteration 90Q: 25 clusters Score -1.470537e+08 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 65541 members 
Mstep: Class 4 contains 160626 members 
Mstep: Class 5 contains 61444 members 
Mstep: Class 6 contains 12642 members 
Mstep: Class 7 contains 36431 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 118162 members 
Mstep: Class 11 contains 130018 members 
Mstep: Class 12 contains 41558 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 158698 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 26134 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 52518 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13001 members 
Mstep: Class 21 contains 95761 members 
Mstep: Class 22 contains 33668 members 
Mstep: Class 23 contains 36404 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147055872.000000 Penalty: 82566.710938
Iteration 91Q: 25 clusters Score -1.470559e+08 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 67023 members 
Mstep: Class 4 contains 161079 members 
Mstep: Class 5 contains 61491 members 
Mstep: Class 6 contains 12612 members 
Mstep: Class 7 contains 36398 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 116813 members 
Mstep: Class 11 contains 130499 members 
Mstep: Class 12 contains 41507 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 158314 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 26086 members 
Mstep: Class 17 contains 2228 members 
Mstep: Class 18 contains 52019 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12974 members 
Mstep: Class 21 contains 95528 members 
Mstep: Class 22 contains 33670 members 
Mstep: Class 23 contains 36571 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147057168.000000 Penalty: 82566.710938
Iteration 92Q: 25 clusters Score -1.470572e+08 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 68371 members 
Mstep: Class 4 contains 161652 members 
Mstep: Class 5 contains 61501 members 
Mstep: Class 6 contains 12576 members 
Mstep: Class 7 contains 36373 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 115743 members 
Mstep: Class 11 contains 130828 members 
Mstep: Class 12 contains 41461 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157843 members 
Mstep: Class 15 contains 419 members 
Mstep: Class 16 contains 26073 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 51477 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12964 members 
Mstep: Class 21 contains 95316 members 
Mstep: Class 22 contains 33662 members 
Mstep: Class 23 contains 36734 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147057872.000000 Penalty: 82566.710938
Iteration 93Q: 25 clusters Score -1.470579e+08 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 69623 members 
Mstep: Class 4 contains 162097 members 
Mstep: Class 5 contains 61518 members 
Mstep: Class 6 contains 12562 members 
Mstep: Class 7 contains 36351 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 114930 members 
Mstep: Class 11 contains 131139 members 
Mstep: Class 12 contains 41426 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 157368 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26037 members 
Mstep: Class 17 contains 2316 members 
Mstep: Class 18 contains 50918 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12953 members 
Mstep: Class 21 contains 95088 members 
Mstep: Class 22 contains 33643 members 
Mstep: Class 23 contains 36899 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147058912.000000 Penalty: 82566.710938
Iteration 94Q: 25 clusters Score -1.470589e+08 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 70701 members 
Mstep: Class 4 contains 162543 members 
Mstep: Class 5 contains 61568 members 
Mstep: Class 6 contains 12539 members 
Mstep: Class 7 contains 36370 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 114191 members 
Mstep: Class 11 contains 131460 members 
Mstep: Class 12 contains 41406 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 156876 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26017 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 50403 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12954 members 
Mstep: Class 21 contains 94852 members 
Mstep: Class 22 contains 33632 members 
Mstep: Class 23 contains 37035 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147059072.000000 Penalty: 82566.710938
Iteration 95Q: 25 clusters Score -1.470591e+08 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1326 members 
Mstep: Class 3 contains 71623 members 
Mstep: Class 4 contains 162981 members 
Mstep: Class 5 contains 61595 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 36400 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 113623 members 
Mstep: Class 11 contains 131754 members 
Mstep: Class 12 contains 41401 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 156454 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26005 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 49851 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12947 members 
Mstep: Class 21 contains 94609 members 
Mstep: Class 22 contains 33612 members 
Mstep: Class 23 contains 37157 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147059552.000000 Penalty: 82566.710938
Iteration 96Q: 25 clusters Score -1.470596e+08 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 72367 members 
Mstep: Class 4 contains 163380 members 
Mstep: Class 5 contains 61620 members 
Mstep: Class 6 contains 12495 members 
Mstep: Class 7 contains 36391 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 113174 members 
Mstep: Class 11 contains 132037 members 
Mstep: Class 12 contains 41412 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 156128 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 2451 members 
Mstep: Class 18 contains 49306 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12945 members 
Mstep: Class 21 contains 94371 members 
Mstep: Class 22 contains 33601 members 
Mstep: Class 23 contains 37275 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147059968.000000 Penalty: 82566.710938
Iteration 97Q: 25 clusters Score -1.4706e+08 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 72991 members 
Mstep: Class 4 contains 163628 members 
Mstep: Class 5 contains 61627 members 
Mstep: Class 6 contains 12480 members 
Mstep: Class 7 contains 36396 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 112919 members 
Mstep: Class 11 contains 132270 members 
Mstep: Class 12 contains 41438 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 155873 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25977 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 18 contains 48790 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12946 members 
Mstep: Class 21 contains 94122 members 
Mstep: Class 22 contains 33620 members 
Mstep: Class 23 contains 37420 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147060544.000000 Penalty: 82566.710938
Iteration 98Q: 25 clusters Score -1.470605e+08 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1274 members 
Mstep: Class 3 contains 73586 members 
Mstep: Class 4 contains 163757 members 
Mstep: Class 5 contains 61638 members 
Mstep: Class 6 contains 12473 members 
Mstep: Class 7 contains 36390 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 112718 members 
Mstep: Class 11 contains 132468 members 
Mstep: Class 12 contains 41448 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 155754 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25943 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 18 contains 48317 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12964 members 
Mstep: Class 21 contains 93869 members 
Mstep: Class 22 contains 33607 members 
Mstep: Class 23 contains 37556 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147060880.000000 Penalty: 82566.710938
Iteration 99Q: 25 clusters Score -1.470609e+08 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 1775 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 74147 members 
Mstep: Class 4 contains 163778 members 
Mstep: Class 5 contains 61636 members 
Mstep: Class 6 contains 12477 members 
Mstep: Class 7 contains 36399 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 112615 members 
Mstep: Class 11 contains 132588 members 
Mstep: Class 12 contains 41457 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 155735 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 47855 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12974 members 
Mstep: Class 21 contains 93649 members 
Mstep: Class 22 contains 33596 members 
Mstep: Class 23 contains 37665 members 
Mstep: Class 24 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147062576.000000 Penalty: 82566.710938
Iteration 100F: 25 clusters Score -1.470626e+08 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 74741 members 
Mstep: Class 4 contains 163765 members 
Mstep: Class 5 contains 61619 members 
Mstep: Class 6 contains 12478 members 
Mstep: Class 7 contains 36394 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 454 members 
Mstep: Class 10 contains 112516 members 
Mstep: Class 11 contains 132669 members 
Mstep: Class 12 contains 41479 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 155752 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25909 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 47359 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12990 members 
Mstep: Class 21 contains 93453 members 
Mstep: Class 22 contains 33591 members 
Mstep: Class 23 contains 37759 members 
Mstep: Class 24 contains 626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147063136.000000 Penalty: 82566.710938
Iteration 101Q: 25 clusters Score -1.470631e+08 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 75279 members 
Mstep: Class 4 contains 163703 members 
Mstep: Class 5 contains 61585 members 
Mstep: Class 6 contains 12468 members 
Mstep: Class 7 contains 36390 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112416 members 
Mstep: Class 11 contains 132727 members 
Mstep: Class 12 contains 41488 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 155852 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25896 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 46940 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13000 members 
Mstep: Class 21 contains 93281 members 
Mstep: Class 22 contains 33598 members 
Mstep: Class 23 contains 37858 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147063792.000000 Penalty: 82566.710938
Iteration 102Q: 25 clusters Score -1.470638e+08 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 75762 members 
Mstep: Class 4 contains 163614 members 
Mstep: Class 5 contains 61558 members 
Mstep: Class 6 contains 12467 members 
Mstep: Class 7 contains 36378 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112326 members 
Mstep: Class 11 contains 132697 members 
Mstep: Class 12 contains 41482 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 156090 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25881 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 46478 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 93147 members 
Mstep: Class 22 contains 33630 members 
Mstep: Class 23 contains 37960 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 25 clusters Score -1.470647e+08 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 76202 members 
Mstep: Class 4 contains 163397 members 
Mstep: Class 5 contains 61547 members 
Mstep: Class 6 contains 12469 members 
Mstep: Class 7 contains 36379 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112315 members 
Mstep: Class 11 contains 132666 members 
Mstep: Class 12 contains 41467 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 156425 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25889 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 45990 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13006 members 
Mstep: Class 21 contains 93028 members 
Mstep: Class 22 contains 33639 members 
Mstep: Class 23 contains 38067 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 25 clusters Score -1.470653e+08 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 76572 members 
Mstep: Class 4 contains 163184 members 
Mstep: Class 5 contains 61527 members 
Mstep: Class 6 contains 12458 members 
Mstep: Class 7 contains 36393 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112292 members 
Mstep: Class 11 contains 132604 members 
Mstep: Class 12 contains 41470 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 156780 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25887 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 45551 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13001 members 
Mstep: Class 21 contains 92971 members 
Mstep: Class 22 contains 33630 members 
Mstep: Class 23 contains 38167 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
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Iteration 105Q: 25 clusters Score -1.470658e+08 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 76956 members 
Mstep: Class 4 contains 162959 members 
Mstep: Class 5 contains 61490 members 
Mstep: Class 6 contains 12439 members 
Mstep: Class 7 contains 36425 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112242 members 
Mstep: Class 11 contains 132531 members 
Mstep: Class 12 contains 41485 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 157121 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25889 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 18 contains 45119 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13005 members 
Mstep: Class 21 contains 92929 members 
Mstep: Class 22 contains 33615 members 
Mstep: Class 23 contains 38293 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
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Iteration 106Q: 25 clusters Score -1.470657e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 77339 members 
Mstep: Class 4 contains 162812 members 
Mstep: Class 5 contains 61460 members 
Mstep: Class 6 contains 12429 members 
Mstep: Class 7 contains 36443 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112223 members 
Mstep: Class 11 contains 132441 members 
Mstep: Class 12 contains 41515 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 157298 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25892 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 44754 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13011 members 
Mstep: Class 21 contains 92895 members 
Mstep: Class 22 contains 33597 members 
Mstep: Class 23 contains 38415 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
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Iteration 107Q: 25 clusters Score -1.470656e+08 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 77658 members 
Mstep: Class 4 contains 162643 members 
Mstep: Class 5 contains 61435 members 
Mstep: Class 6 contains 12430 members 
Mstep: Class 7 contains 36461 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112241 members 
Mstep: Class 11 contains 132302 members 
Mstep: Class 12 contains 41540 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 157441 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25893 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 44486 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13016 members 
Mstep: Class 21 contains 92865 members 
Mstep: Class 22 contains 33586 members 
Mstep: Class 23 contains 38535 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 25 clusters Score -1.470659e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 77955 members 
Mstep: Class 4 contains 162414 members 
Mstep: Class 5 contains 61429 members 
Mstep: Class 6 contains 12421 members 
Mstep: Class 7 contains 36483 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112241 members 
Mstep: Class 11 contains 132173 members 
Mstep: Class 12 contains 41589 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 157591 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25902 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 44224 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13014 members 
Mstep: Class 21 contains 92856 members 
Mstep: Class 22 contains 33590 members 
Mstep: Class 23 contains 38656 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
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Score: -147065424.000000 Penalty: 82566.710938
Iteration 109Q: 25 clusters Score -1.470654e+08 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 78251 members 
Mstep: Class 4 contains 162221 members 
Mstep: Class 5 contains 61427 members 
Mstep: Class 6 contains 12418 members 
Mstep: Class 7 contains 36506 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112221 members 
Mstep: Class 11 contains 132016 members 
Mstep: Class 12 contains 41636 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 157694 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25894 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 44016 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13024 members 
Mstep: Class 21 contains 92853 members 
Mstep: Class 22 contains 33582 members 
Mstep: Class 23 contains 38788 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147065856.000000 Penalty: 82566.710938
Iteration 110Q: 25 clusters Score -1.470659e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 78537 members 
Mstep: Class 4 contains 162073 members 
Mstep: Class 5 contains 61431 members 
Mstep: Class 6 contains 12406 members 
Mstep: Class 7 contains 36539 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112168 members 
Mstep: Class 11 contains 131841 members 
Mstep: Class 12 contains 41678 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 157804 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25896 members 
Mstep: Class 17 contains 2725 members 
Mstep: Class 18 contains 43819 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 92858 members 
Mstep: Class 22 contains 33584 members 
Mstep: Class 23 contains 38892 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147066048.000000 Penalty: 82566.710938
Iteration 111Q: 25 clusters Score -1.47066e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 78780 members 
Mstep: Class 4 contains 162017 members 
Mstep: Class 5 contains 61429 members 
Mstep: Class 6 contains 12397 members 
Mstep: Class 7 contains 36556 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112172 members 
Mstep: Class 11 contains 131687 members 
Mstep: Class 12 contains 41704 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157830 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25892 members 
Mstep: Class 17 contains 2730 members 
Mstep: Class 18 contains 43663 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 92864 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 38985 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147066160.000000 Penalty: 82566.710938
Iteration 112Q: 25 clusters Score -1.470662e+08 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 79007 members 
Mstep: Class 4 contains 162002 members 
Mstep: Class 5 contains 61437 members 
Mstep: Class 6 contains 12399 members 
Mstep: Class 7 contains 36555 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112119 members 
Mstep: Class 11 contains 131514 members 
Mstep: Class 12 contains 41745 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157815 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25895 members 
Mstep: Class 17 contains 2734 members 
Mstep: Class 18 contains 43507 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13043 members 
Mstep: Class 21 contains 92918 members 
Mstep: Class 22 contains 33554 members 
Mstep: Class 23 contains 39081 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147066304.000000 Penalty: 82566.710938
Iteration 113Q: 25 clusters Score -1.470663e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 79244 members 
Mstep: Class 4 contains 161968 members 
Mstep: Class 5 contains 61429 members 
Mstep: Class 6 contains 12398 members 
Mstep: Class 7 contains 36561 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112072 members 
Mstep: Class 11 contains 131309 members 
Mstep: Class 12 contains 41787 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 157810 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25891 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 18 contains 43376 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 92980 members 
Mstep: Class 22 contains 33556 members 
Mstep: Class 23 contains 39181 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147066400.000000 Penalty: 82566.710938
Iteration 114Q: 25 clusters Score -1.470664e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1076 members 
Mstep: Class 3 contains 79447 members 
Mstep: Class 4 contains 161970 members 
Mstep: Class 5 contains 61408 members 
Mstep: Class 6 contains 12391 members 
Mstep: Class 7 contains 36579 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 112029 members 
Mstep: Class 11 contains 131118 members 
Mstep: Class 12 contains 41831 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 157761 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25893 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 18 contains 43281 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 93042 members 
Mstep: Class 22 contains 33547 members 
Mstep: Class 23 contains 39280 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147066544.000000 Penalty: 82566.710938
Iteration 115Q: 25 clusters Score -1.470665e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1071 members 
Mstep: Class 3 contains 79626 members 
Mstep: Class 4 contains 161965 members 
Mstep: Class 5 contains 61387 members 
Mstep: Class 6 contains 12398 members 
Mstep: Class 7 contains 36582 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 111974 members 
Mstep: Class 11 contains 130899 members 
Mstep: Class 12 contains 41874 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 157732 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25895 members 
Mstep: Class 17 contains 2741 members 
Mstep: Class 18 contains 43230 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13068 members 
Mstep: Class 21 contains 93120 members 
Mstep: Class 22 contains 33515 members 
Mstep: Class 23 contains 39373 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
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Score: -147066880.000000 Penalty: 82566.710938
Iteration 116Q: 25 clusters Score -1.470669e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 79786 members 
Mstep: Class 4 contains 161934 members 
Mstep: Class 5 contains 61357 members 
Mstep: Class 6 contains 12404 members 
Mstep: Class 7 contains 36590 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 111934 members 
Mstep: Class 11 contains 130694 members 
Mstep: Class 12 contains 41898 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 157737 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25899 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 43206 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13075 members 
Mstep: Class 21 contains 93187 members 
Mstep: Class 22 contains 33486 members 
Mstep: Class 23 contains 39463 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147066704.000000 Penalty: 82566.710938
Iteration 117Q: 25 clusters Score -1.470667e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1056 members 
Mstep: Class 3 contains 79945 members 
Mstep: Class 4 contains 161872 members 
Mstep: Class 5 contains 61327 members 
Mstep: Class 6 contains 12410 members 
Mstep: Class 7 contains 36611 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 111907 members 
Mstep: Class 11 contains 130447 members 
Mstep: Class 12 contains 41942 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157738 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25904 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 43191 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13077 members 
Mstep: Class 21 contains 93269 members 
Mstep: Class 22 contains 33470 members 
Mstep: Class 23 contains 39542 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147066736.000000 Penalty: 82566.710938
Iteration 118Q: 25 clusters Score -1.470667e+08 nChanged 1864
Entering ConstructFrom: 
Score: -147066736.000000 Penalty: 82566.710938
Entering ConstructFrom: 
Trying to split cluster 1 (4736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Entering Unmasked Estep 
Score: -648820.375000 Penalty: 2098.811035
	Iteration 0F: 2 clusters Score -648820.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -644517.250000 Penalty: 4197.622070
	Iteration 0F: 3 clusters Score -644517.2 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -645560.000000 Penalty: 4197.622070
	Iteration 1F: 3 clusters Score -645560 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -645812.687500 Penalty: 4197.622070
	Iteration 2F: 3 clusters Score -645812.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -645969.937500 Penalty: 4197.622070
	Iteration 3F: 3 clusters Score -645969.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -646086.750000 Penalty: 4197.622070
	Iteration 4Q: 3 clusters Score -646086.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -646160.000000 Penalty: 4197.622070
	Iteration 5Q: 3 clusters Score -646160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -646224.750000 Penalty: 4197.622070
	Iteration 6Q: 3 clusters Score -646224.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -646294.750000 Penalty: 4197.622070
	Iteration 7Q: 3 clusters Score -646294.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -646348.000000 Penalty: 4197.622070
	Iteration 8Q: 3 clusters Score -646348 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -646389.062500 Penalty: 4197.622070
	Iteration 9Q: 3 clusters Score -646389.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -646436.875000 Penalty: 4197.622070
	Iteration 10Q: 3 clusters Score -646436.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -646490.000000 Penalty: 4197.622070
	Iteration 11Q: 3 clusters Score -646490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -646549.812500 Penalty: 4197.622070
	Iteration 12Q: 3 clusters Score -646549.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -646615.375000 Penalty: 4197.622070
	Iteration 13Q: 3 clusters Score -646615.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -646667.062500 Penalty: 4197.622070
	Iteration 14Q: 3 clusters Score -646667.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -646713.250000 Penalty: 4197.622070
	Iteration 15Q: 3 clusters Score -646713.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -646750.187500 Penalty: 4197.622070
	Iteration 16Q: 3 clusters Score -646750.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -646775.000000 Penalty: 4197.622070
	Iteration 17Q: 3 clusters Score -646775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -646797.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -646815.187500 Penalty: 4197.622070
	Iteration 19Q: 3 clusters Score -646815.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -646830.875000 Penalty: 4197.622070
	Iteration 20F: 3 clusters Score -646830.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -646844.875000 Penalty: 4197.622070
	Iteration 21Q: 3 clusters Score -646844.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -646859.875000 Penalty: 4197.622070
	Iteration 22Q: 3 clusters Score -646859.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -646873.375000 Penalty: 4197.622070
	Iteration 23Q: 3 clusters Score -646873.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -646887.687500 Penalty: 4197.622070
	Iteration 24Q: 3 clusters Score -646887.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -646905.437500 Penalty: 4197.622070
	Iteration 25Q: 3 clusters Score -646905.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -646924.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -646944.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -646959.687500 Penalty: 4197.622070
	Iteration 28Q: 3 clusters Score -646959.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -646972.500000 Penalty: 4197.622070
	Iteration 29Q: 3 clusters Score -646972.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -646979.812500 Penalty: 4197.622070
	Iteration 30Q: 3 clusters Score -646979.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -646988.875000 Penalty: 4197.622070
	Iteration 31Q: 3 clusters Score -646988.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -646997.375000 Penalty: 4197.622070
	Iteration 32Q: 3 clusters Score -646997.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -647003.125000 Penalty: 4197.622070
	Iteration 33Q: 3 clusters Score -647003.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -647007.687500 Penalty: 4197.622070
	Iteration 34Q: 3 clusters Score -647007.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -647013.937500 Penalty: 4197.622070
	Iteration 35Q: 3 clusters Score -647013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -647018.812500 Penalty: 4197.622070
	Iteration 36Q: 3 clusters Score -647018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -647021.875000 Penalty: 4197.622070
	Iteration 37Q: 3 clusters Score -647021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -647023.187500 Penalty: 4197.622070
	Iteration 38Q: 3 clusters Score -647023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -647025.187500 Penalty: 4197.622070
	Iteration 39Q: 3 clusters Score -647025.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -647028.062500 Penalty: 4197.622070
	Iteration 40F: 3 clusters Score -647028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -647031.000000 Penalty: 4197.622070
	Iteration 41Q: 3 clusters Score -647031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -647034.562500 Penalty: 4197.622070
	Iteration 42Q: 3 clusters Score -647034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -647036.875000 Penalty: 4197.622070
	Iteration 43Q: 3 clusters Score -647036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -647038.687500 Penalty: 4197.622070
	Iteration 44Q: 3 clusters Score -647038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -647040.375000 Penalty: 4197.622070
	Iteration 45Q: 3 clusters Score -647040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -647041.875000 Penalty: 4197.622070
	Iteration 46Q: 3 clusters Score -647041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -647042.000000 Penalty: 4197.622070
	Iteration 47Q: 3 clusters Score -647042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -647042.000000 Penalty: 4197.622070
	Iteration 48F: 3 clusters Score -647042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -147398.375000 Penalty: 1725.695190
	Iteration 0F: 2 clusters Score -147398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -145397.296875 Penalty: 3451.390381
	Iteration 0F: 3 clusters Score -145397.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -145687.437500 Penalty: 3451.390381
	Iteration 1F: 3 clusters Score -145687.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -145811.921875 Penalty: 3451.390381
	Iteration 2F: 3 clusters Score -145811.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -145869.765625 Penalty: 3451.390381
	Iteration 3Q: 3 clusters Score -145869.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -145888.812500 Penalty: 3451.390381
	Iteration 4Q: 3 clusters Score -145888.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -145904.812500 Penalty: 3451.390381
	Iteration 5Q: 3 clusters Score -145904.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -145911.234375 Penalty: 3451.390381
	Iteration 6Q: 3 clusters Score -145911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -145912.640625 Penalty: 3451.390381
	Iteration 7Q: 3 clusters Score -145912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -145913.375000 Penalty: 3451.390381
	Iteration 8Q: 3 clusters Score -145913.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -145913.375000 Penalty: 3451.390381
	Iteration 9F: 3 clusters Score -145913.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (80104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80104 members 
Entering Unmasked Estep 
Score: -11398304.000000 Penalty: 2800.188232
	Iteration 0F: 2 clusters Score -1.13983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -11344788.000000 Penalty: 5600.376465
	Iteration 0F: 3 clusters Score -1.134479e+07 nChanged 37575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -11365971.000000 Penalty: 5600.376465
	Iteration 1F: 3 clusters Score -1.136597e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -11366717.000000 Penalty: 5600.376465
	Iteration 2Q: 3 clusters Score -1.136672e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -11367470.000000 Penalty: 5600.376465
	Iteration 3Q: 3 clusters Score -1.136747e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -11368350.000000 Penalty: 5600.376465
	Iteration 4Q: 3 clusters Score -1.136835e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -11369468.000000 Penalty: 5600.376465
	Iteration 5Q: 3 clusters Score -1.136947e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -11370829.000000 Penalty: 5600.376465
	Iteration 6Q: 3 clusters Score -1.137083e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -11372615.000000 Penalty: 5600.376465
	Iteration 7Q: 3 clusters Score -1.137262e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -11375113.000000 Penalty: 5600.376465
	Iteration 8F: 3 clusters Score -1.137511e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -11378505.000000 Penalty: 5600.376465
	Iteration 9F: 3 clusters Score -1.13785e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -11381781.000000 Penalty: 5600.376465
	Iteration 10F: 3 clusters Score -1.138178e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -11383598.000000 Penalty: 5600.376465
	Iteration 11Q: 3 clusters Score -1.13836e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -11384159.000000 Penalty: 5600.376465
	Iteration 12Q: 3 clusters Score -1.138416e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -11384425.000000 Penalty: 5600.376465
	Iteration 13Q: 3 clusters Score -1.138442e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -11384574.000000 Penalty: 5600.376465
	Iteration 14Q: 3 clusters Score -1.138457e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -11384694.000000 Penalty: 5600.376465
	Iteration 15Q: 3 clusters Score -1.138469e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -11384867.000000 Penalty: 5600.376465
	Iteration 16Q: 3 clusters Score -1.138487e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -11384980.000000 Penalty: 5600.376465
	Iteration 17Q: 3 clusters Score -1.138498e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -11385090.000000 Penalty: 5600.376465
	Iteration 18Q: 3 clusters Score -1.138509e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -11385175.000000 Penalty: 5600.376465
	Iteration 19Q: 3 clusters Score -1.138518e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -11385289.000000 Penalty: 5600.376465
	Iteration 20F: 3 clusters Score -1.138529e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -11385386.000000 Penalty: 5600.376465
	Iteration 21Q: 3 clusters Score -1.138539e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -11385476.000000 Penalty: 5600.376465
	Iteration 22Q: 3 clusters Score -1.138548e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -11385539.000000 Penalty: 5600.376465
	Iteration 23Q: 3 clusters Score -1.138554e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -11385590.000000 Penalty: 5600.376465
	Iteration 24Q: 3 clusters Score -1.138559e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -11385661.000000 Penalty: 5600.376465
	Iteration 25Q: 3 clusters Score -1.138566e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -11385738.000000 Penalty: 5600.376465
	Iteration 26Q: 3 clusters Score -1.138574e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -11385798.000000 Penalty: 5600.376465
	Iteration 27Q: 3 clusters Score -1.13858e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -11385862.000000 Penalty: 5600.376465
	Iteration 28Q: 3 clusters Score -1.138586e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -11385961.000000 Penalty: 5600.376465
	Iteration 29Q: 3 clusters Score -1.138596e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -11386055.000000 Penalty: 5600.376465
	Iteration 30Q: 3 clusters Score -1.138606e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -11386125.000000 Penalty: 5600.376465
	Iteration 31Q: 3 clusters Score -1.138612e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -11386196.000000 Penalty: 5600.376465
	Iteration 32Q: 3 clusters Score -1.13862e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -11386261.000000 Penalty: 5600.376465
	Iteration 33Q: 3 clusters Score -1.138626e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -11386309.000000 Penalty: 5600.376465
	Iteration 34Q: 3 clusters Score -1.138631e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -11386301.000000 Penalty: 5600.376465
	Iteration 35Q: 3 clusters Score -1.13863e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -11386409.000000 Penalty: 5600.376465
	Iteration 36Q: 3 clusters Score -1.138641e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -11386496.000000 Penalty: 5600.376465
	Iteration 37Q: 3 clusters Score -1.13865e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -11386608.000000 Penalty: 5600.376465
	Iteration 38Q: 3 clusters Score -1.138661e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -11386640.000000 Penalty: 5600.376465
	Iteration 39Q: 3 clusters Score -1.138664e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -11386675.000000 Penalty: 5600.376465
	Iteration 40F: 3 clusters Score -1.138668e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -11386702.000000 Penalty: 5600.376465
	Iteration 41Q: 3 clusters Score -1.13867e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -11386721.000000 Penalty: 5600.376465
	Iteration 42Q: 3 clusters Score -1.138672e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -11386816.000000 Penalty: 5600.376465
	Iteration 43Q: 3 clusters Score -1.138682e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -11386891.000000 Penalty: 5600.376465
	Iteration 44Q: 3 clusters Score -1.138689e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -11386993.000000 Penalty: 5600.376465
	Iteration 45Q: 3 clusters Score -1.138699e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -11387060.000000 Penalty: 5600.376465
	Iteration 46Q: 3 clusters Score -1.138706e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -11387129.000000 Penalty: 5600.376465
	Iteration 47Q: 3 clusters Score -1.138713e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -11387162.000000 Penalty: 5600.376465
	Iteration 48Q: 3 clusters Score -1.138716e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -11387220.000000 Penalty: 5600.376465
	Iteration 49Q: 3 clusters Score -1.138722e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -11387337.000000 Penalty: 5600.376465
	Iteration 50Q: 3 clusters Score -1.138734e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -11387326.000000 Penalty: 5600.376465
	Iteration 51Q: 3 clusters Score -1.138733e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -11387374.000000 Penalty: 5600.376465
	Iteration 52Q: 3 clusters Score -1.138737e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -11387410.000000 Penalty: 5600.376465
	Iteration 53Q: 3 clusters Score -1.138741e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -11387522.000000 Penalty: 5600.376465
	Iteration 54Q: 3 clusters Score -1.138752e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -11387651.000000 Penalty: 5600.376465
	Iteration 55Q: 3 clusters Score -1.138765e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -11387785.000000 Penalty: 5600.376465
	Iteration 56Q: 3 clusters Score -1.138778e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -11387885.000000 Penalty: 5600.376465
	Iteration 57Q: 3 clusters Score -1.138788e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -11387999.000000 Penalty: 5600.376465
	Iteration 58Q: 3 clusters Score -1.1388e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -11388121.000000 Penalty: 5600.376465
	Iteration 59Q: 3 clusters Score -1.138812e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -11388213.000000 Penalty: 5600.376465
	Iteration 60F: 3 clusters Score -1.138821e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -11388366.000000 Penalty: 5600.376465
	Iteration 61Q: 3 clusters Score -1.138837e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -11388560.000000 Penalty: 5600.376465
	Iteration 62Q: 3 clusters Score -1.138856e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -11388759.000000 Penalty: 5600.376465
	Iteration 63Q: 3 clusters Score -1.138876e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -11388946.000000 Penalty: 5600.376465
	Iteration 64Q: 3 clusters Score -1.138895e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -11389165.000000 Penalty: 5600.376465
	Iteration 65Q: 3 clusters Score -1.138916e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -11389411.000000 Penalty: 5600.376465
	Iteration 66Q: 3 clusters Score -1.138941e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -11389640.000000 Penalty: 5600.376465
	Iteration 67Q: 3 clusters Score -1.138964e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -11389908.000000 Penalty: 5600.376465
	Iteration 68Q: 3 clusters Score -1.138991e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -11390122.000000 Penalty: 5600.376465
	Iteration 69Q: 3 clusters Score -1.139012e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -11390401.000000 Penalty: 5600.376465
	Iteration 70Q: 3 clusters Score -1.13904e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -11390662.000000 Penalty: 5600.376465
	Iteration 71Q: 3 clusters Score -1.139066e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -11390994.000000 Penalty: 5600.376465
	Iteration 72Q: 3 clusters Score -1.139099e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -11391357.000000 Penalty: 5600.376465
	Iteration 73Q: 3 clusters Score -1.139136e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -11391681.000000 Penalty: 5600.376465
	Iteration 74Q: 3 clusters Score -1.139168e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -11392083.000000 Penalty: 5600.376465
	Iteration 75Q: 3 clusters Score -1.139208e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -11392498.000000 Penalty: 5600.376465
	Iteration 76Q: 3 clusters Score -1.13925e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -11392839.000000 Penalty: 5600.376465
	Iteration 77Q: 3 clusters Score -1.139284e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -11393194.000000 Penalty: 5600.376465
	Iteration 78Q: 3 clusters Score -1.139319e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -11393604.000000 Penalty: 5600.376465
	Iteration 79Q: 3 clusters Score -1.13936e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -11393980.000000 Penalty: 5600.376465
	Iteration 80F: 3 clusters Score -1.139398e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -11394289.000000 Penalty: 5600.376465
	Iteration 81Q: 3 clusters Score -1.139429e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -11394512.000000 Penalty: 5600.376465
	Iteration 82Q: 3 clusters Score -1.139451e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -11394677.000000 Penalty: 5600.376465
	Iteration 83Q: 3 clusters Score -1.139468e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -11394869.000000 Penalty: 5600.376465
	Iteration 84Q: 3 clusters Score -1.139487e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -11395035.000000 Penalty: 5600.376465
	Iteration 85Q: 3 clusters Score -1.139504e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -11395141.000000 Penalty: 5600.376465
	Iteration 86Q: 3 clusters Score -1.139514e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -11395177.000000 Penalty: 5600.376465
	Iteration 87Q: 3 clusters Score -1.139518e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -11395355.000000 Penalty: 5600.376465
	Iteration 88Q: 3 clusters Score -1.139536e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -11395478.000000 Penalty: 5600.376465
	Iteration 89Q: 3 clusters Score -1.139548e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 77420 members 
Entering Unmasked Estep 
Score: -11395522.000000 Penalty: 5600.376465
	Iteration 90Q: 3 clusters Score -1.139552e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -11395595.000000 Penalty: 5600.376465
	Iteration 91Q: 3 clusters Score -1.13956e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -11395663.000000 Penalty: 5600.376465
	Iteration 92Q: 3 clusters Score -1.139566e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -11395717.000000 Penalty: 5600.376465
	Iteration 93Q: 3 clusters Score -1.139572e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -11395776.000000 Penalty: 5600.376465
	Iteration 94Q: 3 clusters Score -1.139578e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -11395771.000000 Penalty: 5600.376465
	Iteration 95Q: 3 clusters Score -1.139577e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -11395813.000000 Penalty: 5600.376465
	Iteration 96Q: 3 clusters Score -1.139581e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -11395847.000000 Penalty: 5600.376465
	Iteration 97Q: 3 clusters Score -1.139585e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -11395866.000000 Penalty: 5600.376465
	Iteration 98Q: 3 clusters Score -1.139587e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -11395876.000000 Penalty: 5600.376465
	Iteration 99Q: 3 clusters Score -1.139588e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -11395875.000000 Penalty: 5600.376465
	Iteration 100F: 3 clusters Score -1.139588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -11395878.000000 Penalty: 5600.376465
	Iteration 101Q: 3 clusters Score -1.139588e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -11395890.000000 Penalty: 5600.376465
	Iteration 102Q: 3 clusters Score -1.139589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -11395890.000000 Penalty: 5600.376465
	Iteration 103Q: 3 clusters Score -1.139589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -11395890.000000 Penalty: 5600.376465
	Iteration 104Q: 3 clusters Score -1.139589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -11395910.000000 Penalty: 5600.376465
	Iteration 105Q: 3 clusters Score -1.139591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -11395901.000000 Penalty: 5600.376465
	Iteration 106Q: 3 clusters Score -1.13959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -11395911.000000 Penalty: 5600.376465
	Iteration 107Q: 3 clusters Score -1.139591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -11395918.000000 Penalty: 5600.376465
	Iteration 108Q: 3 clusters Score -1.139592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -11395905.000000 Penalty: 5600.376465
	Iteration 109Q: 3 clusters Score -1.13959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 78661 members 
Entering Unmasked Estep 
Score: -11395899.000000 Penalty: 5600.376465
	Iteration 110Q: 3 clusters Score -1.13959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -11395910.000000 Penalty: 5600.376465
	Iteration 111Q: 3 clusters Score -1.139591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -11395919.000000 Penalty: 5600.376465
	Iteration 112Q: 3 clusters Score -1.139592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -11395905.000000 Penalty: 5600.376465
	Iteration 113Q: 3 clusters Score -1.13959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 78706 members 
Entering Unmasked Estep 
Score: -11395913.000000 Penalty: 5600.376465
	Iteration 114Q: 3 clusters Score -1.139591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -11395914.000000 Penalty: 5600.376465
	Iteration 115Q: 3 clusters Score -1.139591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -11395908.000000 Penalty: 5600.376465
	Iteration 116Q: 3 clusters Score -1.139591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -11395910.000000 Penalty: 5600.376465
	Iteration 117Q: 3 clusters Score -1.139591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -11395905.000000 Penalty: 5600.376465
	Iteration 118Q: 3 clusters Score -1.13959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -11395910.000000 Penalty: 5600.376465
	Iteration 119Q: 3 clusters Score -1.139591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -11395908.000000 Penalty: 5600.376465
	Iteration 120F: 3 clusters Score -1.139591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -11395922.000000 Penalty: 5600.376465
	Iteration 121Q: 3 clusters Score -1.139592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -11395925.000000 Penalty: 5600.376465
	Iteration 122Q: 3 clusters Score -1.139592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 78792 members 
Entering Unmasked Estep 
Score: -11395926.000000 Penalty: 5600.376465
	Iteration 123Q: 3 clusters Score -1.139593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 78796 members 
Entering Unmasked Estep 
Score: -11395931.000000 Penalty: 5600.376465
	Iteration 124Q: 3 clusters Score -1.139593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -11395934.000000 Penalty: 5600.376465
	Iteration 125Q: 3 clusters Score -1.139593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 78804 members 
Entering Unmasked Estep 
Score: -11395927.000000 Penalty: 5600.376465
	Iteration 126Q: 3 clusters Score -1.139593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -11395927.000000 Penalty: 5600.376465
	Iteration 127Q: 3 clusters Score -1.139593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -11395928.000000 Penalty: 5600.376465
	Iteration 128Q: 3 clusters Score -1.139593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 78810 members 
Entering Unmasked Estep 
Score: -11395928.000000 Penalty: 5600.376465
	Iteration 129Q: 3 clusters Score -1.139593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -11395930.000000 Penalty: 5600.376465
	Iteration 130Q: 3 clusters Score -1.139593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -11395935.000000 Penalty: 5600.376465
	Iteration 131Q: 3 clusters Score -1.139594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -11395929.000000 Penalty: 5600.376465
	Iteration 132Q: 3 clusters Score -1.139593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 78818 members 
Entering Unmasked Estep 
Score: -11395928.000000 Penalty: 5600.376465
	Iteration 133Q: 3 clusters Score -1.139593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -11395927.000000 Penalty: 5600.376465
	Iteration 134Q: 3 clusters Score -1.139593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
Score: -11395921.000000 Penalty: 5600.376465
	Iteration 135Q: 3 clusters Score -1.139592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -11395926.000000 Penalty: 5600.376465
	Iteration 136Q: 3 clusters Score -1.139593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -11395923.000000 Penalty: 5600.376465
	Iteration 137Q: 3 clusters Score -1.139592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -11395923.000000 Penalty: 5600.376465
	Iteration 138Q: 3 clusters Score -1.139592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -11395923.000000 Penalty: 5600.376465
	Iteration 139F: 3 clusters Score -1.139592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161818 members 
Entering Unmasked Estep 
Score: -22709140.000000 Penalty: 2974.568359
	Iteration 0F: 2 clusters Score -2.270914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80824 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -22603520.000000 Penalty: 5949.136719
	Iteration 0F: 3 clusters Score -2.260352e+07 nChanged 77515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78693 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -22648418.000000 Penalty: 5949.136719
	Iteration 1F: 3 clusters Score -2.264842e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -22650192.000000 Penalty: 5949.136719
	Iteration 2Q: 3 clusters Score -2.265019e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -22652752.000000 Penalty: 5949.136719
	Iteration 3Q: 3 clusters Score -2.265275e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -22656984.000000 Penalty: 5949.136719
	Iteration 4F: 3 clusters Score -2.265698e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -22663374.000000 Penalty: 5949.136719
	Iteration 5F: 3 clusters Score -2.266337e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 106188 members 
Entering Unmasked Estep 
Score: -22672228.000000 Penalty: 5949.136719
	Iteration 6F: 3 clusters Score -2.267223e+07 nChanged 12630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 115006 members 
Entering Unmasked Estep 
Score: -22683192.000000 Penalty: 5949.136719
	Iteration 7F: 3 clusters Score -2.268319e+07 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 122089 members 
Entering Unmasked Estep 
Score: -22694186.000000 Penalty: 5949.136719
	Iteration 8F: 3 clusters Score -2.269419e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 126024 members 
Entering Unmasked Estep 
Score: -22700394.000000 Penalty: 5949.136719
	Iteration 9Q: 3 clusters Score -2.270039e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 128537 members 
Entering Unmasked Estep 
Score: -22702142.000000 Penalty: 5949.136719
	Iteration 10Q: 3 clusters Score -2.270214e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 130667 members 
Entering Unmasked Estep 
Score: -22703224.000000 Penalty: 5949.136719
	Iteration 11Q: 3 clusters Score -2.270322e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 132544 members 
Entering Unmasked Estep 
Score: -22703886.000000 Penalty: 5949.136719
	Iteration 12Q: 3 clusters Score -2.270389e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 134293 members 
Entering Unmasked Estep 
Score: -22704494.000000 Penalty: 5949.136719
	Iteration 13Q: 3 clusters Score -2.270449e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 135908 members 
Entering Unmasked Estep 
Score: -22704986.000000 Penalty: 5949.136719
	Iteration 14Q: 3 clusters Score -2.270499e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -22705462.000000 Penalty: 5949.136719
	Iteration 15Q: 3 clusters Score -2.270546e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 138889 members 
Entering Unmasked Estep 
Score: -22705864.000000 Penalty: 5949.136719
	Iteration 16Q: 3 clusters Score -2.270586e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 140230 members 
Entering Unmasked Estep 
Score: -22706278.000000 Penalty: 5949.136719
	Iteration 17Q: 3 clusters Score -2.270628e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 141472 members 
Entering Unmasked Estep 
Score: -22706544.000000 Penalty: 5949.136719
	Iteration 18Q: 3 clusters Score -2.270654e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 142576 members 
Entering Unmasked Estep 
Score: -22706838.000000 Penalty: 5949.136719
	Iteration 19Q: 3 clusters Score -2.270684e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 143601 members 
Entering Unmasked Estep 
Score: -22707140.000000 Penalty: 5949.136719
	Iteration 20F: 3 clusters Score -2.270714e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 144533 members 
Entering Unmasked Estep 
Score: -22707424.000000 Penalty: 5949.136719
	Iteration 21Q: 3 clusters Score -2.270742e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 145372 members 
Entering Unmasked Estep 
Score: -22707652.000000 Penalty: 5949.136719
	Iteration 22Q: 3 clusters Score -2.270765e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 146132 members 
Entering Unmasked Estep 
Score: -22707826.000000 Penalty: 5949.136719
	Iteration 23Q: 3 clusters Score -2.270783e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 146862 members 
Entering Unmasked Estep 
Score: -22707992.000000 Penalty: 5949.136719
	Iteration 24Q: 3 clusters Score -2.270799e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 147546 members 
Entering Unmasked Estep 
Score: -22708190.000000 Penalty: 5949.136719
	Iteration 25Q: 3 clusters Score -2.270819e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 148169 members 
Entering Unmasked Estep 
Score: -22708310.000000 Penalty: 5949.136719
	Iteration 26Q: 3 clusters Score -2.270831e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 148763 members 
Entering Unmasked Estep 
Score: -22708416.000000 Penalty: 5949.136719
	Iteration 27Q: 3 clusters Score -2.270842e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 149304 members 
Entering Unmasked Estep 
Score: -22708492.000000 Penalty: 5949.136719
	Iteration 28Q: 3 clusters Score -2.270849e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 149790 members 
Entering Unmasked Estep 
Score: -22708506.000000 Penalty: 5949.136719
	Iteration 29Q: 3 clusters Score -2.270851e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 150274 members 
Entering Unmasked Estep 
Score: -22708572.000000 Penalty: 5949.136719
	Iteration 30Q: 3 clusters Score -2.270857e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -22708566.000000 Penalty: 5949.136719
	Iteration 31Q: 3 clusters Score -2.270857e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 151206 members 
Entering Unmasked Estep 
Score: -22708654.000000 Penalty: 5949.136719
	Iteration 32Q: 3 clusters Score -2.270865e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 151617 members 
Entering Unmasked Estep 
Score: -22708668.000000 Penalty: 5949.136719
	Iteration 33Q: 3 clusters Score -2.270867e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 152003 members 
Entering Unmasked Estep 
Score: -22708682.000000 Penalty: 5949.136719
	Iteration 34Q: 3 clusters Score -2.270868e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 152342 members 
Entering Unmasked Estep 
Score: -22708694.000000 Penalty: 5949.136719
	Iteration 35Q: 3 clusters Score -2.270869e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 152650 members 
Entering Unmasked Estep 
Score: -22708726.000000 Penalty: 5949.136719
	Iteration 36Q: 3 clusters Score -2.270873e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 152914 members 
Entering Unmasked Estep 
Score: -22708662.000000 Penalty: 5949.136719
	Iteration 37Q: 3 clusters Score -2.270866e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 153179 members 
Entering Unmasked Estep 
Score: -22708640.000000 Penalty: 5949.136719
	Iteration 38Q: 3 clusters Score -2.270864e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 153423 members 
Entering Unmasked Estep 
Score: -22708654.000000 Penalty: 5949.136719
	Iteration 39Q: 3 clusters Score -2.270865e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 153630 members 
Entering Unmasked Estep 
Score: -22708638.000000 Penalty: 5949.136719
	Iteration 40F: 3 clusters Score -2.270864e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 153819 members 
Entering Unmasked Estep 
Score: -22708578.000000 Penalty: 5949.136719
	Iteration 41Q: 3 clusters Score -2.270858e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 153997 members 
Entering Unmasked Estep 
Score: -22708584.000000 Penalty: 5949.136719
	Iteration 42Q: 3 clusters Score -2.270858e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 154154 members 
Entering Unmasked Estep 
Score: -22708528.000000 Penalty: 5949.136719
	Iteration 43Q: 3 clusters Score -2.270853e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 154308 members 
Entering Unmasked Estep 
Score: -22708558.000000 Penalty: 5949.136719
	Iteration 44Q: 3 clusters Score -2.270856e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 154439 members 
Entering Unmasked Estep 
Score: -22708576.000000 Penalty: 5949.136719
	Iteration 45Q: 3 clusters Score -2.270858e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 154564 members 
Entering Unmasked Estep 
Score: -22708560.000000 Penalty: 5949.136719
	Iteration 46Q: 3 clusters Score -2.270856e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 154695 members 
Entering Unmasked Estep 
Score: -22708508.000000 Penalty: 5949.136719
	Iteration 47Q: 3 clusters Score -2.270851e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 154802 members 
Entering Unmasked Estep 
Score: -22708528.000000 Penalty: 5949.136719
	Iteration 48Q: 3 clusters Score -2.270853e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 154896 members 
Entering Unmasked Estep 
Score: -22708512.000000 Penalty: 5949.136719
	Iteration 49Q: 3 clusters Score -2.270851e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 154985 members 
Entering Unmasked Estep 
Score: -22708472.000000 Penalty: 5949.136719
	Iteration 50Q: 3 clusters Score -2.270847e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 155087 members 
Entering Unmasked Estep 
Score: -22708460.000000 Penalty: 5949.136719
	Iteration 51Q: 3 clusters Score -2.270846e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 155166 members 
Entering Unmasked Estep 
Score: -22708458.000000 Penalty: 5949.136719
	Iteration 52Q: 3 clusters Score -2.270846e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 155241 members 
Entering Unmasked Estep 
Score: -22708462.000000 Penalty: 5949.136719
	Iteration 53Q: 3 clusters Score -2.270846e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 155314 members 
Entering Unmasked Estep 
Score: -22708458.000000 Penalty: 5949.136719
	Iteration 54Q: 3 clusters Score -2.270846e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 155394 members 
Entering Unmasked Estep 
Score: -22708436.000000 Penalty: 5949.136719
	Iteration 55Q: 3 clusters Score -2.270844e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 155471 members 
Entering Unmasked Estep 
Score: -22708438.000000 Penalty: 5949.136719
	Iteration 56Q: 3 clusters Score -2.270844e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 155551 members 
Entering Unmasked Estep 
Score: -22708442.000000 Penalty: 5949.136719
	Iteration 57Q: 3 clusters Score -2.270844e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 155633 members 
Entering Unmasked Estep 
Score: -22708442.000000 Penalty: 5949.136719
	Iteration 58Q: 3 clusters Score -2.270844e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 155702 members 
Entering Unmasked Estep 
Score: -22708452.000000 Penalty: 5949.136719
	Iteration 59Q: 3 clusters Score -2.270845e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 155757 members 
Entering Unmasked Estep 
Score: -22708426.000000 Penalty: 5949.136719
	Iteration 60F: 3 clusters Score -2.270843e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 155813 members 
Entering Unmasked Estep 
Score: -22708422.000000 Penalty: 5949.136719
	Iteration 61Q: 3 clusters Score -2.270842e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 155868 members 
Entering Unmasked Estep 
Score: -22708390.000000 Penalty: 5949.136719
	Iteration 62Q: 3 clusters Score -2.270839e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 155926 members 
Entering Unmasked Estep 
Score: -22708402.000000 Penalty: 5949.136719
	Iteration 63Q: 3 clusters Score -2.27084e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 155972 members 
Entering Unmasked Estep 
Score: -22708394.000000 Penalty: 5949.136719
	Iteration 64Q: 3 clusters Score -2.270839e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 156006 members 
Entering Unmasked Estep 
Score: -22708366.000000 Penalty: 5949.136719
	Iteration 65Q: 3 clusters Score -2.270837e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 156034 members 
Entering Unmasked Estep 
Score: -22708394.000000 Penalty: 5949.136719
	Iteration 66Q: 3 clusters Score -2.270839e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 156066 members 
Entering Unmasked Estep 
Score: -22708380.000000 Penalty: 5949.136719
	Iteration 67Q: 3 clusters Score -2.270838e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 156103 members 
Entering Unmasked Estep 
Score: -22708364.000000 Penalty: 5949.136719
	Iteration 68Q: 3 clusters Score -2.270836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 156130 members 
Entering Unmasked Estep 
Score: -22708336.000000 Penalty: 5949.136719
	Iteration 69Q: 3 clusters Score -2.270834e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 156159 members 
Entering Unmasked Estep 
Score: -22708318.000000 Penalty: 5949.136719
	Iteration 70Q: 3 clusters Score -2.270832e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 156188 members 
Entering Unmasked Estep 
Score: -22708306.000000 Penalty: 5949.136719
	Iteration 71Q: 3 clusters Score -2.270831e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 156207 members 
Entering Unmasked Estep 
Score: -22708302.000000 Penalty: 5949.136719
	Iteration 72Q: 3 clusters Score -2.27083e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 156239 members 
Entering Unmasked Estep 
Score: -22708282.000000 Penalty: 5949.136719
	Iteration 73Q: 3 clusters Score -2.270828e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 156273 members 
Entering Unmasked Estep 
Score: -22708288.000000 Penalty: 5949.136719
	Iteration 74Q: 3 clusters Score -2.270829e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 156308 members 
Entering Unmasked Estep 
Score: -22708260.000000 Penalty: 5949.136719
	Iteration 75Q: 3 clusters Score -2.270826e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 156341 members 
Entering Unmasked Estep 
Score: -22708264.000000 Penalty: 5949.136719
	Iteration 76Q: 3 clusters Score -2.270826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 156365 members 
Entering Unmasked Estep 
Score: -22708250.000000 Penalty: 5949.136719
	Iteration 77Q: 3 clusters Score -2.270825e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 156390 members 
Entering Unmasked Estep 
Score: -22708260.000000 Penalty: 5949.136719
	Iteration 78Q: 3 clusters Score -2.270826e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 156408 members 
Entering Unmasked Estep 
Score: -22708286.000000 Penalty: 5949.136719
	Iteration 79Q: 3 clusters Score -2.270829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 156429 members 
Entering Unmasked Estep 
Score: -22708280.000000 Penalty: 5949.136719
	Iteration 80F: 3 clusters Score -2.270828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 156448 members 
Entering Unmasked Estep 
Score: -22708286.000000 Penalty: 5949.136719
	Iteration 81Q: 3 clusters Score -2.270829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 156464 members 
Entering Unmasked Estep 
Score: -22708264.000000 Penalty: 5949.136719
	Iteration 82Q: 3 clusters Score -2.270826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 156481 members 
Entering Unmasked Estep 
Score: -22708262.000000 Penalty: 5949.136719
	Iteration 83Q: 3 clusters Score -2.270826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 156497 members 
Entering Unmasked Estep 
Score: -22708258.000000 Penalty: 5949.136719
	Iteration 84Q: 3 clusters Score -2.270826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 156509 members 
Entering Unmasked Estep 
Score: -22708246.000000 Penalty: 5949.136719
	Iteration 85Q: 3 clusters Score -2.270825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 156522 members 
Entering Unmasked Estep 
Score: -22708252.000000 Penalty: 5949.136719
	Iteration 86Q: 3 clusters Score -2.270825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 156532 members 
Entering Unmasked Estep 
Score: -22708280.000000 Penalty: 5949.136719
	Iteration 87Q: 3 clusters Score -2.270828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 156545 members 
Entering Unmasked Estep 
Score: -22708278.000000 Penalty: 5949.136719
	Iteration 88Q: 3 clusters Score -2.270828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 156555 members 
Entering Unmasked Estep 
Score: -22708306.000000 Penalty: 5949.136719
	Iteration 89Q: 3 clusters Score -2.270831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 156566 members 
Entering Unmasked Estep 
Score: -22708282.000000 Penalty: 5949.136719
	Iteration 90Q: 3 clusters Score -2.270828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 156571 members 
Entering Unmasked Estep 
Score: -22708286.000000 Penalty: 5949.136719
	Iteration 91Q: 3 clusters Score -2.270829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 156578 members 
Entering Unmasked Estep 
Score: -22708286.000000 Penalty: 5949.136719
	Iteration 92Q: 3 clusters Score -2.270829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 156584 members 
Entering Unmasked Estep 
Score: -22708286.000000 Penalty: 5949.136719
	Iteration 93Q: 3 clusters Score -2.270829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 156587 members 
Entering Unmasked Estep 
Score: -22708282.000000 Penalty: 5949.136719
	Iteration 94Q: 3 clusters Score -2.270828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 156592 members 
Entering Unmasked Estep 
Score: -22708290.000000 Penalty: 5949.136719
	Iteration 95Q: 3 clusters Score -2.270829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 156595 members 
Entering Unmasked Estep 
Score: -22708292.000000 Penalty: 5949.136719
	Iteration 96Q: 3 clusters Score -2.270829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 156596 members 
Entering Unmasked Estep 
Score: -22708290.000000 Penalty: 5949.136719
	Iteration 97Q: 3 clusters Score -2.270829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 156597 members 
Entering Unmasked Estep 
Score: -22708286.000000 Penalty: 5949.136719
	Iteration 98Q: 3 clusters Score -2.270829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 156598 members 
Entering Unmasked Estep 
Score: -22708290.000000 Penalty: 5949.136719
	Iteration 99Q: 3 clusters Score -2.270829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 156598 members 
Entering Unmasked Estep 
Score: -22708290.000000 Penalty: 5949.136719
	Iteration 100F: 3 clusters Score -2.270829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Entering Unmasked Estep 
Score: -8753064.000000 Penalty: 2733.897461
	Iteration 0F: 2 clusters Score -8753064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -8711879.000000 Penalty: 5467.794922
	Iteration 0F: 3 clusters Score -8711879 nChanged 28557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -8727749.000000 Penalty: 5467.794922
	Iteration 1F: 3 clusters Score -8727749 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -8728431.000000 Penalty: 5467.794922
	Iteration 2Q: 3 clusters Score -8728431 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -8729045.000000 Penalty: 5467.794922
	Iteration 3Q: 3 clusters Score -8729045 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -8729823.000000 Penalty: 5467.794922
	Iteration 4Q: 3 clusters Score -8729823 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -8730803.000000 Penalty: 5467.794922
	Iteration 5Q: 3 clusters Score -8730803 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -8732064.000000 Penalty: 5467.794922
	Iteration 6Q: 3 clusters Score -8732064 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -8734185.000000 Penalty: 5467.794922
	Iteration 7F: 3 clusters Score -8734185 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -8737149.000000 Penalty: 5467.794922
	Iteration 8F: 3 clusters Score -8737149 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -8740669.000000 Penalty: 5467.794922
	Iteration 9F: 3 clusters Score -8740669 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -8743857.000000 Penalty: 5467.794922
	Iteration 10F: 3 clusters Score -8743857 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -8746111.000000 Penalty: 5467.794922
	Iteration 11Q: 3 clusters Score -8746111 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -8747646.000000 Penalty: 5467.794922
	Iteration 12Q: 3 clusters Score -8747646 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -8748617.000000 Penalty: 5467.794922
	Iteration 13Q: 3 clusters Score -8748617 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8749228.000000 Penalty: 5467.794922
	Iteration 14Q: 3 clusters Score -8749228 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8749639.000000 Penalty: 5467.794922
	Iteration 15Q: 3 clusters Score -8749639 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8749922.000000 Penalty: 5467.794922
	Iteration 16Q: 3 clusters Score -8749922 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8750091.000000 Penalty: 5467.794922
	Iteration 17Q: 3 clusters Score -8750091 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8750213.000000 Penalty: 5467.794922
	Iteration 18Q: 3 clusters Score -8750213 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8750292.000000 Penalty: 5467.794922
	Iteration 19Q: 3 clusters Score -8750292 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8750383.000000 Penalty: 5467.794922
	Iteration 20F: 3 clusters Score -8750383 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8750464.000000 Penalty: 5467.794922
	Iteration 21Q: 3 clusters Score -8750464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8750507.000000 Penalty: 5467.794922
	Iteration 22Q: 3 clusters Score -8750507 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8750532.000000 Penalty: 5467.794922
	Iteration 23Q: 3 clusters Score -8750532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8750544.000000 Penalty: 5467.794922
	Iteration 24Q: 3 clusters Score -8750544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8750570.000000 Penalty: 5467.794922
	Iteration 25Q: 3 clusters Score -8750570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8750584.000000 Penalty: 5467.794922
	Iteration 26Q: 3 clusters Score -8750584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8750598.000000 Penalty: 5467.794922
	Iteration 27Q: 3 clusters Score -8750598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8750621.000000 Penalty: 5467.794922
	Iteration 28Q: 3 clusters Score -8750621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8750633.000000 Penalty: 5467.794922
	Iteration 29Q: 3 clusters Score -8750633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8750649.000000 Penalty: 5467.794922
	Iteration 30Q: 3 clusters Score -8750649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8750655.000000 Penalty: 5467.794922
	Iteration 31Q: 3 clusters Score -8750655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8750672.000000 Penalty: 5467.794922
	Iteration 32Q: 3 clusters Score -8750672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8750685.000000 Penalty: 5467.794922
	Iteration 33Q: 3 clusters Score -8750685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8750683.000000 Penalty: 5467.794922
	Iteration 34Q: 3 clusters Score -8750683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8750690.000000 Penalty: 5467.794922
	Iteration 35Q: 3 clusters Score -8750690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8750692.000000 Penalty: 5467.794922
	Iteration 36Q: 3 clusters Score -8750692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8750690.000000 Penalty: 5467.794922
	Iteration 37Q: 3 clusters Score -8750690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8750690.000000 Penalty: 5467.794922
	Iteration 38Q: 3 clusters Score -8750690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8750698.000000 Penalty: 5467.794922
	Iteration 39Q: 3 clusters Score -8750698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8750706.000000 Penalty: 5467.794922
	Iteration 40F: 3 clusters Score -8750706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8750711.000000 Penalty: 5467.794922
	Iteration 41Q: 3 clusters Score -8750711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8750703.000000 Penalty: 5467.794922
	Iteration 42Q: 3 clusters Score -8750703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8750703.000000 Penalty: 5467.794922
	Iteration 43Q: 3 clusters Score -8750703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8750703.000000 Penalty: 5467.794922
	Iteration 44F: 3 clusters Score -8750703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Entering Unmasked Estep 
Score: -1753248.875000 Penalty: 2337.791992
	Iteration 0F: 2 clusters Score -1753249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1744012.750000 Penalty: 4675.583984
	Iteration 0F: 3 clusters Score -1744013 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1746833.125000 Penalty: 4675.583984
	Iteration 1F: 3 clusters Score -1746833 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1747138.250000 Penalty: 4675.583984
	Iteration 2F: 3 clusters Score -1747138 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1747393.250000 Penalty: 4675.583984
	Iteration 3Q: 3 clusters Score -1747393 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1747605.250000 Penalty: 4675.583984
	Iteration 4Q: 3 clusters Score -1747605 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1747805.250000 Penalty: 4675.583984
	Iteration 5Q: 3 clusters Score -1747805 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1748025.875000 Penalty: 4675.583984
	Iteration 6Q: 3 clusters Score -1748026 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1748250.625000 Penalty: 4675.583984
	Iteration 7Q: 3 clusters Score -1748251 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1748518.000000 Penalty: 4675.583984
	Iteration 8Q: 3 clusters Score -1748518 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1748833.250000 Penalty: 4675.583984
	Iteration 9Q: 3 clusters Score -1748833 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1749183.125000 Penalty: 4675.583984
	Iteration 10Q: 3 clusters Score -1749183 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1749536.375000 Penalty: 4675.583984
	Iteration 11Q: 3 clusters Score -1749536 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1749910.125000 Penalty: 4675.583984
	Iteration 12Q: 3 clusters Score -1749910 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1750237.125000 Penalty: 4675.583984
	Iteration 13Q: 3 clusters Score -1750237 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1750519.250000 Penalty: 4675.583984
	Iteration 14Q: 3 clusters Score -1750519 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1750748.250000 Penalty: 4675.583984
	Iteration 15Q: 3 clusters Score -1750748 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1750885.125000 Penalty: 4675.583984
	Iteration 16Q: 3 clusters Score -1750885 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1750992.125000 Penalty: 4675.583984
	Iteration 17Q: 3 clusters Score -1750992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1751065.500000 Penalty: 4675.583984
	Iteration 18Q: 3 clusters Score -1751066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1751111.250000 Penalty: 4675.583984
	Iteration 19Q: 3 clusters Score -1751111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1751143.625000 Penalty: 4675.583984
	Iteration 20F: 3 clusters Score -1751144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1751170.000000 Penalty: 4675.583984
	Iteration 21Q: 3 clusters Score -1751170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1751194.375000 Penalty: 4675.583984
	Iteration 22Q: 3 clusters Score -1751194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1751207.125000 Penalty: 4675.583984
	Iteration 23Q: 3 clusters Score -1751207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1751219.125000 Penalty: 4675.583984
	Iteration 24Q: 3 clusters Score -1751219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1751222.875000 Penalty: 4675.583984
	Iteration 25Q: 3 clusters Score -1751223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1751226.500000 Penalty: 4675.583984
	Iteration 26Q: 3 clusters Score -1751226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1751230.000000 Penalty: 4675.583984
	Iteration 27Q: 3 clusters Score -1751230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1751238.000000 Penalty: 4675.583984
	Iteration 28Q: 3 clusters Score -1751238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1751245.875000 Penalty: 4675.583984
	Iteration 29Q: 3 clusters Score -1751246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1751249.250000 Penalty: 4675.583984
	Iteration 30Q: 3 clusters Score -1751249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1751249.500000 Penalty: 4675.583984
	Iteration 31Q: 3 clusters Score -1751250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1751252.500000 Penalty: 4675.583984
	Iteration 32Q: 3 clusters Score -1751252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1751252.500000 Penalty: 4675.583984
	Iteration 33F: 3 clusters Score -1751252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Entering Unmasked Estep 
Score: -5239466.500000 Penalty: 2606.185791
	Iteration 0F: 2 clusters Score -5239466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -5214368.000000 Penalty: 5212.371582
	Iteration 0F: 3 clusters Score -5214368 nChanged 16793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -5223477.500000 Penalty: 5212.371582
	Iteration 1F: 3 clusters Score -5223478 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -5223920.500000 Penalty: 5212.371582
	Iteration 2Q: 3 clusters Score -5223920 nChanged 1412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5225934 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5226638 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -5227453.500000 Penalty: 5212.371582
	Iteration 8Q: 3 clusters Score -5227454 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5228484 nChanged 1974
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -5229806.000000 Penalty: 5212.371582
	Iteration 10F: 3 clusters Score -5229806 nChanged 2019
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -5231245.500000 Penalty: 5212.371582
	Iteration 11F: 3 clusters Score -5231246 nChanged 1914
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -5232379.500000 Penalty: 5212.371582
	Iteration 12F: 3 clusters Score -5232380 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5232986 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5233310 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5233502 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -5233717.500000 Penalty: 5212.371582
	Iteration 16Q: 3 clusters Score -5233718 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5233848 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5233970 nChanged 398
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5234080 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -5234225.500000 Penalty: 5212.371582
	Iteration 20F: 3 clusters Score -5234226 nChanged 388
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Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5234318 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5234417 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5234510 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5234598 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5234676 nChanged 316
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5234722 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5234777 nChanged 307
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Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5234865 nChanged 301
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Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5234944 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5235006 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5235044 nChanged 297
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Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5235106 nChanged 285
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Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -5235191.000000 Penalty: 5212.371582
	Iteration 33Q: 3 clusters Score -5235191 nChanged 283
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Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5235250 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5235326 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -5235362.500000 Penalty: 5212.371582
	Iteration 36Q: 3 clusters Score -5235362 nChanged 264
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Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5235438 nChanged 301
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Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5235520 nChanged 284
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Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5235555 nChanged 273
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Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -5235645.500000 Penalty: 5212.371582
	Iteration 40F: 3 clusters Score -5235646 nChanged 261
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Mstep: Class 1 contains 29820 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5235700 nChanged 258
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Mstep: Class 1 contains 30076 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5235784 nChanged 255
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Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5235840 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -5235882.500000 Penalty: 5212.371582
	Iteration 44Q: 3 clusters Score -5235882 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5235954 nChanged 267
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Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -5236011.500000 Penalty: 5212.371582
	Iteration 46Q: 3 clusters Score -5236012 nChanged 248
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Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5236074 nChanged 254
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Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -5236159.000000 Penalty: 5212.371582
	Iteration 48Q: 3 clusters Score -5236159 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5236224 nChanged 264
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Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5236310 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -5236381.500000 Penalty: 5212.371582
	Iteration 51Q: 3 clusters Score -5236382 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5236436 nChanged 198
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Mstep: Class 1 contains 32779 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5236494 nChanged 180
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Mstep: Class 1 contains 32957 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5236542 nChanged 176
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5236610 nChanged 173
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5236667 nChanged 151
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Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5236724 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33592 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5236764 nChanged 109
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Mstep: Class 1 contains 33701 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5236793 nChanged 116
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Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5236845 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5236860 nChanged 105
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Mstep: Class 1 contains 34019 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5236882 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34119 members 
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Entering Unmasked Estep 
Score: -5236913.500000 Penalty: 5212.371582
	Iteration 63Q: 3 clusters Score -5236914 nChanged 87
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Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5236948 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34288 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5236968 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5236988 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5237005.000000 Penalty: 5212.371582
	Iteration 67Q: 3 clusters Score -5237005 nChanged 66
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Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5237033 nChanged 57
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Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5237041.500000 Penalty: 5212.371582
	Iteration 69Q: 3 clusters Score -5237042 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5237066 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5237096 nChanged 44
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Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5237113.000000 Penalty: 5212.371582
	Iteration 72Q: 3 clusters Score -5237113 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5237110.500000 Penalty: 5212.371582
	Iteration 73Q: 3 clusters Score -5237110 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34800 members 
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Entering Unmasked Estep 
Score: -5237120.500000 Penalty: 5212.371582
	Iteration 74Q: 3 clusters Score -5237120 nChanged 24
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Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5237134 nChanged 19
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Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5237135 nChanged 17
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Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5237138 nChanged 13
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Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5237138 nChanged 7
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Entering Unmasked Estep 
Score: -5237142.500000 Penalty: 5212.371582
	Iteration 79Q: 3 clusters Score -5237142 nChanged 10
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5237148 nChanged 6
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Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5237152 nChanged 5
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Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5237154 nChanged 5
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Mstep: Class 1 contains 34904 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5237149 nChanged 1
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5237150 nChanged 1
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Mstep: Class 1 contains 34906 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5237151 nChanged 6
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Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5237149 nChanged 4
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5237152 nChanged 5
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	Iteration 88Q: 3 clusters Score -5237150 nChanged 5
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5237147 nChanged 7
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5237148 nChanged 7
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Entering Unmasked Estep 
Score: -5237156.000000 Penalty: 5212.371582
	Iteration 91Q: 3 clusters Score -5237156 nChanged 8
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Entering Unmasked Estep 
Score: -5237155.500000 Penalty: 5212.371582
	Iteration 92Q: 3 clusters Score -5237156 nChanged 7
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Entering Unmasked Estep 
Score: -5237161.000000 Penalty: 5212.371582
	Iteration 93Q: 3 clusters Score -5237161 nChanged 6
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5237163 nChanged 7
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Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5237158.500000 Penalty: 5212.371582
	Iteration 95Q: 3 clusters Score -5237158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5237159.500000 Penalty: 5212.371582
	Iteration 96Q: 3 clusters Score -5237160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5237159.500000 Penalty: 5212.371582
	Iteration 97Q: 3 clusters Score -5237160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5237163.000000 Penalty: 5212.371582
	Iteration 98Q: 3 clusters Score -5237163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5237162.000000 Penalty: 5212.371582
	Iteration 99Q: 3 clusters Score -5237162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5237169.000000 Penalty: 5212.371582
	Iteration 100F: 3 clusters Score -5237169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5237169.500000 Penalty: 5212.371582
	Iteration 101Q: 3 clusters Score -5237170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5237171.500000 Penalty: 5212.371582
	Iteration 102Q: 3 clusters Score -5237172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5237179.000000 Penalty: 5212.371582
	Iteration 103Q: 3 clusters Score -5237179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5237173.000000 Penalty: 5212.371582
	Iteration 104Q: 3 clusters Score -5237173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5237174.000000 Penalty: 5212.371582
	Iteration 105Q: 3 clusters Score -5237174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5237182.000000 Penalty: 5212.371582
	Iteration 106Q: 3 clusters Score -5237182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5237183.500000 Penalty: 5212.371582
	Iteration 107Q: 3 clusters Score -5237184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5237182.000000 Penalty: 5212.371582
	Iteration 108Q: 3 clusters Score -5237182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5237196.000000 Penalty: 5212.371582
	Iteration 109Q: 3 clusters Score -5237196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5237201.500000 Penalty: 5212.371582
	Iteration 110Q: 3 clusters Score -5237202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5237196.500000 Penalty: 5212.371582
	Iteration 111Q: 3 clusters Score -5237196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5237193.500000 Penalty: 5212.371582
	Iteration 112Q: 3 clusters Score -5237194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5237197.000000 Penalty: 5212.371582
	Iteration 113Q: 3 clusters Score -5237197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5237200.500000 Penalty: 5212.371582
	Iteration 114Q: 3 clusters Score -5237200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5237209.500000 Penalty: 5212.371582
	Iteration 115Q: 3 clusters Score -5237210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5237214.000000 Penalty: 5212.371582
	Iteration 116Q: 3 clusters Score -5237214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5237210.500000 Penalty: 5212.371582
	Iteration 117Q: 3 clusters Score -5237210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5237224.000000 Penalty: 5212.371582
	Iteration 118Q: 3 clusters Score -5237224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5237221.500000 Penalty: 5212.371582
	Iteration 119Q: 3 clusters Score -5237222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5237217.500000 Penalty: 5212.371582
	Iteration 120F: 3 clusters Score -5237218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5237220.500000 Penalty: 5212.371582
	Iteration 121Q: 3 clusters Score -5237220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5237221.000000 Penalty: 5212.371582
	Iteration 122Q: 3 clusters Score -5237221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5237220.500000 Penalty: 5212.371582
	Iteration 123Q: 3 clusters Score -5237220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5237225.500000 Penalty: 5212.371582
	Iteration 124Q: 3 clusters Score -5237226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5237229.000000 Penalty: 5212.371582
	Iteration 125Q: 3 clusters Score -5237229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5237227.500000 Penalty: 5212.371582
	Iteration 126Q: 3 clusters Score -5237228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5237226.500000 Penalty: 5212.371582
	Iteration 127Q: 3 clusters Score -5237226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5237228.500000 Penalty: 5212.371582
	Iteration 128Q: 3 clusters Score -5237228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5237226.000000 Penalty: 5212.371582
	Iteration 129Q: 3 clusters Score -5237226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5237228.000000 Penalty: 5212.371582
	Iteration 130Q: 3 clusters Score -5237228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5237228.000000 Penalty: 5212.371582
	Iteration 131F: 3 clusters Score -5237228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -206643.234375 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -206643.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -204390.187500 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -204390.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -204750.406250 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -204750.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204882.203125 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -204882.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -204989.203125 Penalty: 3622.706055
	Iteration 3Q: 3 clusters Score -204989.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -205161.593750 Penalty: 3622.706055
	Iteration 4Q: 3 clusters Score -205161.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -205313.437500 Penalty: 3622.706055
	Iteration 5F: 3 clusters Score -205313.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -205439.093750 Penalty: 3622.706055
	Iteration 6F: 3 clusters Score -205439.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -205561.734375 Penalty: 3622.706055
	Iteration 7F: 3 clusters Score -205561.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -205674.906250 Penalty: 3622.706055
	Iteration 8F: 3 clusters Score -205674.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -205764.421875 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -205764.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -205815.781250 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -205815.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -205872.812500 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -205872.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -205918.515625 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -205918.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -205956.281250 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -205956.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -205978.125000 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -205978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -205985.578125 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -205985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -205993.093750 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -205993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -205995.750000 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -205995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -205997.812500 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -205997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -205999.562500 Penalty: 3622.706055
	Iteration 19Q: 3 clusters Score -205999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -206002.531250 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -206002.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -206003.625000 Penalty: 3622.706055
	Iteration 21Q: 3 clusters Score -206003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -206004.468750 Penalty: 3622.706055
	Iteration 22Q: 3 clusters Score -206004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -206005.703125 Penalty: 3622.706055
	Iteration 23Q: 3 clusters Score -206005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -206007.765625 Penalty: 3622.706055
	Iteration 24Q: 3 clusters Score -206007.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -206007.765625 Penalty: 3622.706055
	Iteration 25F: 3 clusters Score -206007.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -49395.546875 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -49395.55 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: -48138.996094 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -48139 nChanged 98
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: -48665.535156 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -48665.54 nChanged 40
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: -49075.566406 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -49075.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49269.003906 Penalty: 3032.386475
	Iteration 3F: 3 clusters Score -49269 nChanged 16
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: -49504.101562 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -49504.1 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: -49553.203125 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -49553.2 nChanged 3
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: -49564.914062 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -49564.91 nChanged 3
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: -49576.898438 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -49576.9 nChanged 2
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: -49581.746094 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -49581.75 nChanged 3
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: -49588.109375 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -49588.11 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: -49599.792969 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -49599.79 nChanged 5
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: -49621.140625 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -49621.14 nChanged 4
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: -49647.824219 Penalty: 3032.386475
	Iteration 12Q: 3 clusters Score -49647.82 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: -49670.070312 Penalty: 3032.386475
	Iteration 13Q: 3 clusters Score -49670.07 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: -49690.992188 Penalty: 3032.386475
	Iteration 14Q: 3 clusters Score -49690.99 nChanged 4
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: -49732.304688 Penalty: 3032.386475
	Iteration 15Q: 3 clusters Score -49732.3 nChanged 2
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: -49740.085938 Penalty: 3032.386475
	Iteration 16Q: 3 clusters Score -49740.09 nChanged 1
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: -49741.851562 Penalty: 3032.386475
	Iteration 17Q: 3 clusters Score -49741.85 nChanged 0
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: -49750.058594 Penalty: 3032.386475
	Iteration 18F: 3 clusters Score -49750.06 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: -49819.660156 Penalty: 3032.386475
	Iteration 19Q: 3 clusters Score -49819.66 nChanged 4
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: -49902.355469 Penalty: 3032.386475
	Iteration 20F: 3 clusters Score -49902.36 nChanged 8
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: -50066.851562 Penalty: 3032.386475
	Iteration 21Q: 3 clusters Score -50066.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50102.519531 Penalty: 3032.386475
	Iteration 22Q: 3 clusters Score -50102.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50134.386719 Penalty: 3032.386475
	Iteration 23Q: 3 clusters Score -50134.39 nChanged 5
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: -50160.800781 Penalty: 3032.386475
	Iteration 24Q: 3 clusters Score -50160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50182.984375 Penalty: 3032.386475
	Iteration 25Q: 3 clusters Score -50182.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50190.171875 Penalty: 3032.386475
	Iteration 26Q: 3 clusters Score -50190.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50191.117188 Penalty: 3032.386475
	Iteration 27F: 3 clusters Score -50191.12 nChanged 1
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: -50210.640625 Penalty: 3032.386475
	Iteration 28Q: 3 clusters Score -50210.64 nChanged 4
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: -50323.671875 Penalty: 3032.386475
	Iteration 29Q: 3 clusters Score -50323.67 nChanged 2
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: -50414.269531 Penalty: 3032.386475
	Iteration 30Q: 3 clusters Score -50414.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50604.046875 Penalty: 3032.386475
	Iteration 31Q: 3 clusters Score -50604.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50642.007812 Penalty: 3032.386475
	Iteration 32F: 3 clusters Score -50642.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51147.097656 Penalty: 3032.386475
	Iteration 33Q: 3 clusters Score -51147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51152.863281 Penalty: 3032.386475
	Iteration 34Q: 3 clusters Score -51152.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51152.863281 Penalty: 3032.386475
	Iteration 35F: 3 clusters Score -51152.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 80104 members 
Mstep: Class 4 contains 161818 members 
Mstep: Class 5 contains 61315 members 
Mstep: Class 6 contains 12414 members 
Mstep: Class 7 contains 36637 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 111890 members 
Mstep: Class 11 contains 130163 members 
Mstep: Class 12 contains 41957 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157744 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25906 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 43171 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13074 members 
Mstep: Class 21 contains 93378 members 
Mstep: Class 22 contains 33464 members 
Mstep: Class 23 contains 39624 members 
Mstep: Class 24 contains 627 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
Score: -147066784.000000 Penalty: 86006.992188
Splitting cluster 9 changes total score from -147066736.000000 to -147066784.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (111890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111890 members 
Entering Unmasked Estep 
Score: -15883896.000000 Penalty: 2883.067383
	Iteration 0F: 2 clusters Score -1.58839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -15810089.000000 Penalty: 5766.134766
	Iteration 0F: 3 clusters Score -1.581009e+07 nChanged 52974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -15840431.000000 Penalty: 5766.134766
	Iteration 1F: 3 clusters Score -1.584043e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -15841185.000000 Penalty: 5766.134766
	Iteration 2Q: 3 clusters Score -1.584118e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -15842012.000000 Penalty: 5766.134766
	Iteration 3Q: 3 clusters Score -1.584201e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -15843101.000000 Penalty: 5766.134766
	Iteration 4Q: 3 clusters Score -1.58431e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -15844529.000000 Penalty: 5766.134766
	Iteration 5Q: 3 clusters Score -1.584453e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -15846839.000000 Penalty: 5766.134766
	Iteration 6Q: 3 clusters Score -1.584684e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -15850638.000000 Penalty: 5766.134766
	Iteration 7F: 3 clusters Score -1.585064e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -15856290.000000 Penalty: 5766.134766
	Iteration 8F: 3 clusters Score -1.585629e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 84282 members 
Entering Unmasked Estep 
Score: -15862964.000000 Penalty: 5766.134766
	Iteration 9F: 3 clusters Score -1.586296e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 89337 members 
Entering Unmasked Estep 
Score: -15868834.000000 Penalty: 5766.134766
	Iteration 10F: 3 clusters Score -1.586883e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 92707 members 
Entering Unmasked Estep 
Score: -15872341.000000 Penalty: 5766.134766
	Iteration 11Q: 3 clusters Score -1.587234e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -15874255.000000 Penalty: 5766.134766
	Iteration 12Q: 3 clusters Score -1.587426e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 97104 members 
Entering Unmasked Estep 
Score: -15875371.000000 Penalty: 5766.134766
	Iteration 13Q: 3 clusters Score -1.587537e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -15876287.000000 Penalty: 5766.134766
	Iteration 14Q: 3 clusters Score -1.587629e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -15877157.000000 Penalty: 5766.134766
	Iteration 15Q: 3 clusters Score -1.587716e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 102015 members 
Entering Unmasked Estep 
Score: -15877913.000000 Penalty: 5766.134766
	Iteration 16Q: 3 clusters Score -1.587791e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 103317 members 
Entering Unmasked Estep 
Score: -15878538.000000 Penalty: 5766.134766
	Iteration 17Q: 3 clusters Score -1.587854e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -15879095.000000 Penalty: 5766.134766
	Iteration 18Q: 3 clusters Score -1.58791e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -15879569.000000 Penalty: 5766.134766
	Iteration 19Q: 3 clusters Score -1.587957e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -15880049.000000 Penalty: 5766.134766
	Iteration 20F: 3 clusters Score -1.588005e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 107156 members 
Entering Unmasked Estep 
Score: -15880400.000000 Penalty: 5766.134766
	Iteration 21Q: 3 clusters Score -1.58804e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -15880633.000000 Penalty: 5766.134766
	Iteration 22Q: 3 clusters Score -1.588063e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -15880845.000000 Penalty: 5766.134766
	Iteration 23Q: 3 clusters Score -1.588084e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -15881029.000000 Penalty: 5766.134766
	Iteration 24Q: 3 clusters Score -1.588103e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 109001 members 
Entering Unmasked Estep 
Score: -15881205.000000 Penalty: 5766.134766
	Iteration 25Q: 3 clusters Score -1.58812e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 109266 members 
Entering Unmasked Estep 
Score: -15881284.000000 Penalty: 5766.134766
	Iteration 26Q: 3 clusters Score -1.588128e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 109459 members 
Entering Unmasked Estep 
Score: -15881337.000000 Penalty: 5766.134766
	Iteration 27Q: 3 clusters Score -1.588134e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 109598 members 
Entering Unmasked Estep 
Score: -15881410.000000 Penalty: 5766.134766
	Iteration 28Q: 3 clusters Score -1.588141e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 109721 members 
Entering Unmasked Estep 
Score: -15881437.000000 Penalty: 5766.134766
	Iteration 29Q: 3 clusters Score -1.588144e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 109812 members 
Entering Unmasked Estep 
Score: -15881502.000000 Penalty: 5766.134766
	Iteration 30Q: 3 clusters Score -1.58815e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 109902 members 
Entering Unmasked Estep 
Score: -15881531.000000 Penalty: 5766.134766
	Iteration 31Q: 3 clusters Score -1.588153e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 109991 members 
Entering Unmasked Estep 
Score: -15881579.000000 Penalty: 5766.134766
	Iteration 32Q: 3 clusters Score -1.588158e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 110058 members 
Entering Unmasked Estep 
Score: -15881625.000000 Penalty: 5766.134766
	Iteration 33Q: 3 clusters Score -1.588162e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 110115 members 
Entering Unmasked Estep 
Score: -15881609.000000 Penalty: 5766.134766
	Iteration 34Q: 3 clusters Score -1.588161e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 110156 members 
Entering Unmasked Estep 
Score: -15881620.000000 Penalty: 5766.134766
	Iteration 35Q: 3 clusters Score -1.588162e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 110194 members 
Entering Unmasked Estep 
Score: -15881649.000000 Penalty: 5766.134766
	Iteration 36Q: 3 clusters Score -1.588165e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -15881654.000000 Penalty: 5766.134766
	Iteration 37Q: 3 clusters Score -1.588165e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 110270 members 
Entering Unmasked Estep 
Score: -15881704.000000 Penalty: 5766.134766
	Iteration 38Q: 3 clusters Score -1.58817e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 110297 members 
Entering Unmasked Estep 
Score: -15881700.000000 Penalty: 5766.134766
	Iteration 39Q: 3 clusters Score -1.58817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 110327 members 
Entering Unmasked Estep 
Score: -15881712.000000 Penalty: 5766.134766
	Iteration 40F: 3 clusters Score -1.588171e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -15881716.000000 Penalty: 5766.134766
	Iteration 41Q: 3 clusters Score -1.588172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 110366 members 
Entering Unmasked Estep 
Score: -15881734.000000 Penalty: 5766.134766
	Iteration 42Q: 3 clusters Score -1.588173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
Score: -15881746.000000 Penalty: 5766.134766
	Iteration 43Q: 3 clusters Score -1.588175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 110389 members 
Entering Unmasked Estep 
Score: -15881736.000000 Penalty: 5766.134766
	Iteration 44Q: 3 clusters Score -1.588174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 110399 members 
Entering Unmasked Estep 
Score: -15881738.000000 Penalty: 5766.134766
	Iteration 45Q: 3 clusters Score -1.588174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 110406 members 
Entering Unmasked Estep 
Score: -15881737.000000 Penalty: 5766.134766
	Iteration 46Q: 3 clusters Score -1.588174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 110411 members 
Entering Unmasked Estep 
Score: -15881741.000000 Penalty: 5766.134766
	Iteration 47Q: 3 clusters Score -1.588174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 110416 members 
Entering Unmasked Estep 
Score: -15881738.000000 Penalty: 5766.134766
	Iteration 48Q: 3 clusters Score -1.588174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -15881749.000000 Penalty: 5766.134766
	Iteration 49Q: 3 clusters Score -1.588175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 110421 members 
Entering Unmasked Estep 
Score: -15881738.000000 Penalty: 5766.134766
	Iteration 50Q: 3 clusters Score -1.588174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 110421 members 
Entering Unmasked Estep 
Score: -15881738.000000 Penalty: 5766.134766
	Iteration 51F: 3 clusters Score -1.588174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130163 members 
Entering Unmasked Estep 
Score: -18550084.000000 Penalty: 2920.582520
	Iteration 0F: 2 clusters Score -1.855008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -18464502.000000 Penalty: 5841.165039
	Iteration 0F: 3 clusters Score -1.84645e+07 nChanged 62000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -18499948.000000 Penalty: 5841.165039
	Iteration 1F: 3 clusters Score -1.849995e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -18500916.000000 Penalty: 5841.165039
	Iteration 2Q: 3 clusters Score -1.850092e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -18502010.000000 Penalty: 5841.165039
	Iteration 3Q: 3 clusters Score -1.850201e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -18503324.000000 Penalty: 5841.165039
	Iteration 4Q: 3 clusters Score -1.850332e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -18505112.000000 Penalty: 5841.165039
	Iteration 5Q: 3 clusters Score -1.850511e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -18507666.000000 Penalty: 5841.165039
	Iteration 6Q: 3 clusters Score -1.850767e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -18511388.000000 Penalty: 5841.165039
	Iteration 7F: 3 clusters Score -1.851139e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 70723 members 
Entering Unmasked Estep 
Score: -18517110.000000 Penalty: 5841.165039
	Iteration 8F: 3 clusters Score -1.851711e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -18524698.000000 Penalty: 5841.165039
	Iteration 9F: 3 clusters Score -1.85247e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -18531438.000000 Penalty: 5841.165039
	Iteration 10F: 3 clusters Score -1.853144e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -18534932.000000 Penalty: 5841.165039
	Iteration 11F: 3 clusters Score -1.853493e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 73653 members 
Entering Unmasked Estep 
Score: -18536572.000000 Penalty: 5841.165039
	Iteration 12Q: 3 clusters Score -1.853657e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -18537832.000000 Penalty: 5841.165039
	Iteration 13Q: 3 clusters Score -1.853783e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -18538620.000000 Penalty: 5841.165039
	Iteration 14Q: 3 clusters Score -1.853862e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -18539276.000000 Penalty: 5841.165039
	Iteration 15Q: 3 clusters Score -1.853928e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -18539792.000000 Penalty: 5841.165039
	Iteration 16Q: 3 clusters Score -1.853979e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -18540240.000000 Penalty: 5841.165039
	Iteration 17Q: 3 clusters Score -1.854024e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -18540516.000000 Penalty: 5841.165039
	Iteration 18Q: 3 clusters Score -1.854052e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -18540700.000000 Penalty: 5841.165039
	Iteration 19Q: 3 clusters Score -1.85407e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -18540942.000000 Penalty: 5841.165039
	Iteration 20F: 3 clusters Score -1.854094e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -18541116.000000 Penalty: 5841.165039
	Iteration 21Q: 3 clusters Score -1.854112e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -18541164.000000 Penalty: 5841.165039
	Iteration 22Q: 3 clusters Score -1.854116e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -18541150.000000 Penalty: 5841.165039
	Iteration 23Q: 3 clusters Score -1.854115e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -18541252.000000 Penalty: 5841.165039
	Iteration 24Q: 3 clusters Score -1.854125e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -18541244.000000 Penalty: 5841.165039
	Iteration 25Q: 3 clusters Score -1.854124e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -18541320.000000 Penalty: 5841.165039
	Iteration 26Q: 3 clusters Score -1.854132e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -18541282.000000 Penalty: 5841.165039
	Iteration 27Q: 3 clusters Score -1.854128e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -18541302.000000 Penalty: 5841.165039
	Iteration 28Q: 3 clusters Score -1.85413e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -18541348.000000 Penalty: 5841.165039
	Iteration 29Q: 3 clusters Score -1.854135e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -18541390.000000 Penalty: 5841.165039
	Iteration 30Q: 3 clusters Score -1.854139e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -18541466.000000 Penalty: 5841.165039
	Iteration 31Q: 3 clusters Score -1.854147e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -18541518.000000 Penalty: 5841.165039
	Iteration 32Q: 3 clusters Score -1.854152e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -18541588.000000 Penalty: 5841.165039
	Iteration 33Q: 3 clusters Score -1.854159e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -18541602.000000 Penalty: 5841.165039
	Iteration 34Q: 3 clusters Score -1.85416e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -18541628.000000 Penalty: 5841.165039
	Iteration 35Q: 3 clusters Score -1.854163e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -18541678.000000 Penalty: 5841.165039
	Iteration 36Q: 3 clusters Score -1.854168e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Mstep: Class 2 contains 65989 members 
Entering Unmasked Estep 
Score: -18541702.000000 Penalty: 5841.165039
	Iteration 37Q: 3 clusters Score -1.85417e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -18541692.000000 Penalty: 5841.165039
	Iteration 38Q: 3 clusters Score -1.854169e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -18541748.000000 Penalty: 5841.165039
	Iteration 39Q: 3 clusters Score -1.854175e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -18541696.000000 Penalty: 5841.165039
	Iteration 40F: 3 clusters Score -1.85417e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -18541752.000000 Penalty: 5841.165039
	Iteration 41Q: 3 clusters Score -1.854175e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -18541798.000000 Penalty: 5841.165039
	Iteration 42Q: 3 clusters Score -1.85418e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -18541794.000000 Penalty: 5841.165039
	Iteration 43Q: 3 clusters Score -1.854179e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67930 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -18541856.000000 Penalty: 5841.165039
	Iteration 44Q: 3 clusters Score -1.854186e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -18541902.000000 Penalty: 5841.165039
	Iteration 45Q: 3 clusters Score -1.85419e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -18541860.000000 Penalty: 5841.165039
	Iteration 46Q: 3 clusters Score -1.854186e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -18541876.000000 Penalty: 5841.165039
	Iteration 47Q: 3 clusters Score -1.854188e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -18541946.000000 Penalty: 5841.165039
	Iteration 48Q: 3 clusters Score -1.854195e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -18542006.000000 Penalty: 5841.165039
	Iteration 49Q: 3 clusters Score -1.854201e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -18541980.000000 Penalty: 5841.165039
	Iteration 50Q: 3 clusters Score -1.854198e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -18542016.000000 Penalty: 5841.165039
	Iteration 51Q: 3 clusters Score -1.854202e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -18541960.000000 Penalty: 5841.165039
	Iteration 52Q: 3 clusters Score -1.854196e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -18541940.000000 Penalty: 5841.165039
	Iteration 53Q: 3 clusters Score -1.854194e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -18542004.000000 Penalty: 5841.165039
	Iteration 54Q: 3 clusters Score -1.8542e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -18542034.000000 Penalty: 5841.165039
	Iteration 55Q: 3 clusters Score -1.854203e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -18542010.000000 Penalty: 5841.165039
	Iteration 56Q: 3 clusters Score -1.854201e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -18542006.000000 Penalty: 5841.165039
	Iteration 57Q: 3 clusters Score -1.854201e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -18541972.000000 Penalty: 5841.165039
	Iteration 58Q: 3 clusters Score -1.854197e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -18542014.000000 Penalty: 5841.165039
	Iteration 59Q: 3 clusters Score -1.854201e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -18542004.000000 Penalty: 5841.165039
	Iteration 60F: 3 clusters Score -1.8542e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -18541980.000000 Penalty: 5841.165039
	Iteration 61Q: 3 clusters Score -1.854198e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76274 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -18542024.000000 Penalty: 5841.165039
	Iteration 62Q: 3 clusters Score -1.854202e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -18542040.000000 Penalty: 5841.165039
	Iteration 63Q: 3 clusters Score -1.854204e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -18542062.000000 Penalty: 5841.165039
	Iteration 64Q: 3 clusters Score -1.854206e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -18542072.000000 Penalty: 5841.165039
	Iteration 65Q: 3 clusters Score -1.854207e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -18542096.000000 Penalty: 5841.165039
	Iteration 66Q: 3 clusters Score -1.85421e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -18542134.000000 Penalty: 5841.165039
	Iteration 67Q: 3 clusters Score -1.854213e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -18542176.000000 Penalty: 5841.165039
	Iteration 68Q: 3 clusters Score -1.854218e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -18542156.000000 Penalty: 5841.165039
	Iteration 69Q: 3 clusters Score -1.854216e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -18542132.000000 Penalty: 5841.165039
	Iteration 70Q: 3 clusters Score -1.854213e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -18542182.000000 Penalty: 5841.165039
	Iteration 71Q: 3 clusters Score -1.854218e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -18542154.000000 Penalty: 5841.165039
	Iteration 72Q: 3 clusters Score -1.854215e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -18542202.000000 Penalty: 5841.165039
	Iteration 73Q: 3 clusters Score -1.85422e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -18542266.000000 Penalty: 5841.165039
	Iteration 74Q: 3 clusters Score -1.854227e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -18542262.000000 Penalty: 5841.165039
	Iteration 75Q: 3 clusters Score -1.854226e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -18542294.000000 Penalty: 5841.165039
	Iteration 76Q: 3 clusters Score -1.854229e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -18542330.000000 Penalty: 5841.165039
	Iteration 77Q: 3 clusters Score -1.854233e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -18542300.000000 Penalty: 5841.165039
	Iteration 78Q: 3 clusters Score -1.85423e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -18542330.000000 Penalty: 5841.165039
	Iteration 79Q: 3 clusters Score -1.854233e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -18542366.000000 Penalty: 5841.165039
	Iteration 80F: 3 clusters Score -1.854237e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -18542340.000000 Penalty: 5841.165039
	Iteration 81Q: 3 clusters Score -1.854234e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81640 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -18542310.000000 Penalty: 5841.165039
	Iteration 82Q: 3 clusters Score -1.854231e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -18542322.000000 Penalty: 5841.165039
	Iteration 83Q: 3 clusters Score -1.854232e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -18542378.000000 Penalty: 5841.165039
	Iteration 84Q: 3 clusters Score -1.854238e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -18542384.000000 Penalty: 5841.165039
	Iteration 85Q: 3 clusters Score -1.854238e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82496 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -18542404.000000 Penalty: 5841.165039
	Iteration 86Q: 3 clusters Score -1.85424e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -18542372.000000 Penalty: 5841.165039
	Iteration 87Q: 3 clusters Score -1.854237e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -18542384.000000 Penalty: 5841.165039
	Iteration 88Q: 3 clusters Score -1.854238e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -18542386.000000 Penalty: 5841.165039
	Iteration 89Q: 3 clusters Score -1.854239e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -18542400.000000 Penalty: 5841.165039
	Iteration 90Q: 3 clusters Score -1.85424e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83402 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -18542398.000000 Penalty: 5841.165039
	Iteration 91Q: 3 clusters Score -1.85424e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -18542398.000000 Penalty: 5841.165039
	Iteration 92Q: 3 clusters Score -1.85424e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83782 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -18542424.000000 Penalty: 5841.165039
	Iteration 93Q: 3 clusters Score -1.854242e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -18542440.000000 Penalty: 5841.165039
	Iteration 94Q: 3 clusters Score -1.854244e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -18542464.000000 Penalty: 5841.165039
	Iteration 95Q: 3 clusters Score -1.854246e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -18542432.000000 Penalty: 5841.165039
	Iteration 96Q: 3 clusters Score -1.854243e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -18542420.000000 Penalty: 5841.165039
	Iteration 97Q: 3 clusters Score -1.854242e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -18542426.000000 Penalty: 5841.165039
	Iteration 98Q: 3 clusters Score -1.854243e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -18542430.000000 Penalty: 5841.165039
	Iteration 99Q: 3 clusters Score -1.854243e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -18542486.000000 Penalty: 5841.165039
	Iteration 100F: 3 clusters Score -1.854249e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -18542480.000000 Penalty: 5841.165039
	Iteration 101Q: 3 clusters Score -1.854248e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -18542476.000000 Penalty: 5841.165039
	Iteration 102Q: 3 clusters Score -1.854248e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -18542448.000000 Penalty: 5841.165039
	Iteration 103Q: 3 clusters Score -1.854245e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -18542458.000000 Penalty: 5841.165039
	Iteration 104Q: 3 clusters Score -1.854246e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -18542456.000000 Penalty: 5841.165039
	Iteration 105Q: 3 clusters Score -1.854246e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -18542444.000000 Penalty: 5841.165039
	Iteration 106Q: 3 clusters Score -1.854244e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85955 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -18542456.000000 Penalty: 5841.165039
	Iteration 107Q: 3 clusters Score -1.854246e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -18542444.000000 Penalty: 5841.165039
	Iteration 108Q: 3 clusters Score -1.854244e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -18542434.000000 Penalty: 5841.165039
	Iteration 109Q: 3 clusters Score -1.854243e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -18542430.000000 Penalty: 5841.165039
	Iteration 110Q: 3 clusters Score -1.854243e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -18542416.000000 Penalty: 5841.165039
	Iteration 111Q: 3 clusters Score -1.854242e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -18542446.000000 Penalty: 5841.165039
	Iteration 112Q: 3 clusters Score -1.854245e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -18542440.000000 Penalty: 5841.165039
	Iteration 113Q: 3 clusters Score -1.854244e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -18542446.000000 Penalty: 5841.165039
	Iteration 114Q: 3 clusters Score -1.854245e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -18542458.000000 Penalty: 5841.165039
	Iteration 115Q: 3 clusters Score -1.854246e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86885 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -18542474.000000 Penalty: 5841.165039
	Iteration 116Q: 3 clusters Score -1.854247e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -18542458.000000 Penalty: 5841.165039
	Iteration 117Q: 3 clusters Score -1.854246e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87110 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -18542478.000000 Penalty: 5841.165039
	Iteration 118Q: 3 clusters Score -1.854248e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -18542488.000000 Penalty: 5841.165039
	Iteration 119Q: 3 clusters Score -1.854249e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87334 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -18542508.000000 Penalty: 5841.165039
	Iteration 120F: 3 clusters Score -1.854251e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -18542498.000000 Penalty: 5841.165039
	Iteration 121Q: 3 clusters Score -1.85425e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -18542490.000000 Penalty: 5841.165039
	Iteration 122Q: 3 clusters Score -1.854249e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87715 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -18542514.000000 Penalty: 5841.165039
	Iteration 123Q: 3 clusters Score -1.854251e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -18542544.000000 Penalty: 5841.165039
	Iteration 124Q: 3 clusters Score -1.854254e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87960 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -18542572.000000 Penalty: 5841.165039
	Iteration 125Q: 3 clusters Score -1.854257e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88074 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -18542558.000000 Penalty: 5841.165039
	Iteration 126Q: 3 clusters Score -1.854256e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -18542512.000000 Penalty: 5841.165039
	Iteration 127Q: 3 clusters Score -1.854251e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -18542520.000000 Penalty: 5841.165039
	Iteration 128Q: 3 clusters Score -1.854252e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -18542544.000000 Penalty: 5841.165039
	Iteration 129Q: 3 clusters Score -1.854254e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -18542568.000000 Penalty: 5841.165039
	Iteration 130Q: 3 clusters Score -1.854257e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -18542580.000000 Penalty: 5841.165039
	Iteration 131Q: 3 clusters Score -1.854258e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88609 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -18542558.000000 Penalty: 5841.165039
	Iteration 132Q: 3 clusters Score -1.854256e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88698 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -18542574.000000 Penalty: 5841.165039
	Iteration 133Q: 3 clusters Score -1.854257e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -18542598.000000 Penalty: 5841.165039
	Iteration 134Q: 3 clusters Score -1.85426e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88836 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -18542602.000000 Penalty: 5841.165039
	Iteration 135Q: 3 clusters Score -1.85426e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -18542622.000000 Penalty: 5841.165039
	Iteration 136Q: 3 clusters Score -1.854262e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -18542636.000000 Penalty: 5841.165039
	Iteration 137Q: 3 clusters Score -1.854264e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -18542644.000000 Penalty: 5841.165039
	Iteration 138Q: 3 clusters Score -1.854264e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89045 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -18542646.000000 Penalty: 5841.165039
	Iteration 139Q: 3 clusters Score -1.854265e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -18542684.000000 Penalty: 5841.165039
	Iteration 140F: 3 clusters Score -1.854268e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -18542674.000000 Penalty: 5841.165039
	Iteration 141Q: 3 clusters Score -1.854267e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -18542684.000000 Penalty: 5841.165039
	Iteration 142Q: 3 clusters Score -1.854268e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -18542690.000000 Penalty: 5841.165039
	Iteration 143Q: 3 clusters Score -1.854269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -18542682.000000 Penalty: 5841.165039
	Iteration 144Q: 3 clusters Score -1.854268e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -18542676.000000 Penalty: 5841.165039
	Iteration 145Q: 3 clusters Score -1.854268e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -18542672.000000 Penalty: 5841.165039
	Iteration 146Q: 3 clusters Score -1.854267e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89399 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -18542686.000000 Penalty: 5841.165039
	Iteration 147Q: 3 clusters Score -1.854269e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -18542688.000000 Penalty: 5841.165039
	Iteration 148Q: 3 clusters Score -1.854269e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -18542718.000000 Penalty: 5841.165039
	Iteration 149Q: 3 clusters Score -1.854272e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -18542708.000000 Penalty: 5841.165039
	Iteration 150Q: 3 clusters Score -1.854271e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89587 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -18542690.000000 Penalty: 5841.165039
	Iteration 151Q: 3 clusters Score -1.854269e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -18542708.000000 Penalty: 5841.165039
	Iteration 152Q: 3 clusters Score -1.854271e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89669 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -18542706.000000 Penalty: 5841.165039
	Iteration 153Q: 3 clusters Score -1.854271e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -18542704.000000 Penalty: 5841.165039
	Iteration 154Q: 3 clusters Score -1.85427e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -18542680.000000 Penalty: 5841.165039
	Iteration 155Q: 3 clusters Score -1.854268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -18542676.000000 Penalty: 5841.165039
	Iteration 156Q: 3 clusters Score -1.854268e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -18542680.000000 Penalty: 5841.165039
	Iteration 157Q: 3 clusters Score -1.854268e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -18542692.000000 Penalty: 5841.165039
	Iteration 158Q: 3 clusters Score -1.854269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -18542688.000000 Penalty: 5841.165039
	Iteration 159Q: 3 clusters Score -1.854269e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -18542668.000000 Penalty: 5841.165039
	Iteration 160F: 3 clusters Score -1.854267e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -18542676.000000 Penalty: 5841.165039
	Iteration 161Q: 3 clusters Score -1.854268e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90023 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -18542688.000000 Penalty: 5841.165039
	Iteration 162Q: 3 clusters Score -1.854269e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -18542686.000000 Penalty: 5841.165039
	Iteration 163Q: 3 clusters Score -1.854269e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -18542680.000000 Penalty: 5841.165039
	Iteration 164Q: 3 clusters Score -1.854268e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -18542694.000000 Penalty: 5841.165039
	Iteration 165Q: 3 clusters Score -1.854269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -18542672.000000 Penalty: 5841.165039
	Iteration 166Q: 3 clusters Score -1.854267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -18542664.000000 Penalty: 5841.165039
	Iteration 167Q: 3 clusters Score -1.854266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -18542660.000000 Penalty: 5841.165039
	Iteration 168Q: 3 clusters Score -1.854266e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -18542662.000000 Penalty: 5841.165039
	Iteration 169Q: 3 clusters Score -1.854266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -18542656.000000 Penalty: 5841.165039
	Iteration 170Q: 3 clusters Score -1.854266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -18542632.000000 Penalty: 5841.165039
	Iteration 171Q: 3 clusters Score -1.854263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -18542646.000000 Penalty: 5841.165039
	Iteration 172Q: 3 clusters Score -1.854265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90301 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -18542646.000000 Penalty: 5841.165039
	Iteration 173Q: 3 clusters Score -1.854265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -18542642.000000 Penalty: 5841.165039
	Iteration 174Q: 3 clusters Score -1.854264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90313 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -18542632.000000 Penalty: 5841.165039
	Iteration 175Q: 3 clusters Score -1.854263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -18542642.000000 Penalty: 5841.165039
	Iteration 176Q: 3 clusters Score -1.854264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -18542642.000000 Penalty: 5841.165039
	Iteration 177F: 3 clusters Score -1.854264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Entering Unmasked Estep 
Score: -5994408.000000 Penalty: 2639.811279
	Iteration 0F: 2 clusters Score -5994408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -5966105.000000 Penalty: 5279.622559
	Iteration 0F: 3 clusters Score -5966105 nChanged 19211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -5976557.500000 Penalty: 5279.622559
	Iteration 1F: 3 clusters Score -5976558 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -5977005.500000 Penalty: 5279.622559
	Iteration 2Q: 3 clusters Score -5977006 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -5977551.500000 Penalty: 5279.622559
	Iteration 3Q: 3 clusters Score -5977552 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -5978154.500000 Penalty: 5279.622559
	Iteration 4Q: 3 clusters Score -5978154 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -5979000.500000 Penalty: 5279.622559
	Iteration 5Q: 3 clusters Score -5979000 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -5980180.000000 Penalty: 5279.622559
	Iteration 6F: 3 clusters Score -5980180 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -5981791.000000 Penalty: 5279.622559
	Iteration 7F: 3 clusters Score -5981791 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -5984005.500000 Penalty: 5279.622559
	Iteration 8F: 3 clusters Score -5984006 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -5986467.500000 Penalty: 5279.622559
	Iteration 9F: 3 clusters Score -5986468 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -5988637.000000 Penalty: 5279.622559
	Iteration 10F: 3 clusters Score -5988637 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5990079.500000 Penalty: 5279.622559
	Iteration 11Q: 3 clusters Score -5990080 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5990992.000000 Penalty: 5279.622559
	Iteration 12Q: 3 clusters Score -5990992 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5991525.000000 Penalty: 5279.622559
	Iteration 13Q: 3 clusters Score -5991525 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5991801.500000 Penalty: 5279.622559
	Iteration 14Q: 3 clusters Score -5991802 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5991916.000000 Penalty: 5279.622559
	Iteration 15Q: 3 clusters Score -5991916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5992001.000000 Penalty: 5279.622559
	Iteration 16Q: 3 clusters Score -5992001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5992034.000000 Penalty: 5279.622559
	Iteration 17Q: 3 clusters Score -5992034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5992060.500000 Penalty: 5279.622559
	Iteration 18Q: 3 clusters Score -5992060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5992075.500000 Penalty: 5279.622559
	Iteration 19Q: 3 clusters Score -5992076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5992094.000000 Penalty: 5279.622559
	Iteration 20F: 3 clusters Score -5992094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5992098.000000 Penalty: 5279.622559
	Iteration 21Q: 3 clusters Score -5992098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5992102.500000 Penalty: 5279.622559
	Iteration 22Q: 3 clusters Score -5992102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5992113.000000 Penalty: 5279.622559
	Iteration 23Q: 3 clusters Score -5992113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5992113.000000 Penalty: 5279.622559
	Iteration 24Q: 3 clusters Score -5992113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5992116.000000 Penalty: 5279.622559
	Iteration 25Q: 3 clusters Score -5992116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5992120.000000 Penalty: 5279.622559
	Iteration 26Q: 3 clusters Score -5992120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5992120.000000 Penalty: 5279.622559
	Iteration 27Q: 3 clusters Score -5992120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5992126.500000 Penalty: 5279.622559
	Iteration 28Q: 3 clusters Score -5992126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5992125.500000 Penalty: 5279.622559
	Iteration 29Q: 3 clusters Score -5992126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5992131.000000 Penalty: 5279.622559
	Iteration 30Q: 3 clusters Score -5992131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5992131.500000 Penalty: 5279.622559
	Iteration 31Q: 3 clusters Score -5992132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5992137.000000 Penalty: 5279.622559
	Iteration 32Q: 3 clusters Score -5992137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5992140.000000 Penalty: 5279.622559
	Iteration 33Q: 3 clusters Score -5992140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5992141.500000 Penalty: 5279.622559
	Iteration 34Q: 3 clusters Score -5992142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5992141.500000 Penalty: 5279.622559
	Iteration 35F: 3 clusters Score -5992142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -264043.093750 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -264043.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -261481.343750 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -261481.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -261914.328125 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -261914.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -262037.468750 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -262037.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -262109.765625 Penalty: 3746.169922
	Iteration 3Q: 3 clusters Score -262109.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -262170.406250 Penalty: 3746.169922
	Iteration 4Q: 3 clusters Score -262170.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -262252.031250 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -262252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -262355.468750 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -262355.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -262468.781250 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -262468.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -262562.656250 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -262562.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -262621.312500 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -262621.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -262661.000000 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -262661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -262695.718750 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -262695.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -262723.156250 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -262723.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -262745.593750 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -262745.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -262763.000000 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -262763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -262788.312500 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -262788.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -262813.406250 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -262813.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -262836.312500 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -262836.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -262850.593750 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -262850.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -262862.843750 Penalty: 3746.169922
	Iteration 19Q: 3 clusters Score -262862.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -262878.312500 Penalty: 3746.169922
	Iteration 20F: 3 clusters Score -262878.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -262890.250000 Penalty: 3746.169922
	Iteration 21Q: 3 clusters Score -262890.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -262897.375000 Penalty: 3746.169922
	Iteration 22Q: 3 clusters Score -262897.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -262912.937500 Penalty: 3746.169922
	Iteration 23Q: 3 clusters Score -262912.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -262931.562500 Penalty: 3746.169922
	Iteration 24Q: 3 clusters Score -262931.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -262948.937500 Penalty: 3746.169922
	Iteration 25Q: 3 clusters Score -262948.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -262963.687500 Penalty: 3746.169922
	Iteration 26Q: 3 clusters Score -262963.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -262973.187500 Penalty: 3746.169922
	Iteration 27Q: 3 clusters Score -262973.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -262984.875000 Penalty: 3746.169922
	Iteration 28Q: 3 clusters Score -262984.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -263001.281250 Penalty: 3746.169922
	Iteration 29Q: 3 clusters Score -263001.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -263024.906250 Penalty: 3746.169922
	Iteration 30Q: 3 clusters Score -263024.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -263043.968750 Penalty: 3746.169922
	Iteration 31Q: 3 clusters Score -263044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -263058.531250 Penalty: 3746.169922
	Iteration 32Q: 3 clusters Score -263058.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -263088.062500 Penalty: 3746.169922
	Iteration 33Q: 3 clusters Score -263088.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -263113.062500 Penalty: 3746.169922
	Iteration 34Q: 3 clusters Score -263113.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -263130.812500 Penalty: 3746.169922
	Iteration 35Q: 3 clusters Score -263130.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -263144.343750 Penalty: 3746.169922
	Iteration 36Q: 3 clusters Score -263144.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -263150.750000 Penalty: 3746.169922
	Iteration 37Q: 3 clusters Score -263150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -263156.687500 Penalty: 3746.169922
	Iteration 38Q: 3 clusters Score -263156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -263159.406250 Penalty: 3746.169922
	Iteration 39Q: 3 clusters Score -263159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -263160.687500 Penalty: 3746.169922
	Iteration 40F: 3 clusters Score -263160.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Entering Unmasked Estep 
Score: -22161838.000000 Penalty: 2968.244873
	Iteration 0F: 2 clusters Score -2.216184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -22058614.000000 Penalty: 5936.489746
	Iteration 0F: 3 clusters Score -2.205861e+07 nChanged 75486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -22101982.000000 Penalty: 5936.489746
	Iteration 1F: 3 clusters Score -2.210198e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85289 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -22103008.000000 Penalty: 5936.489746
	Iteration 2Q: 3 clusters Score -2.210301e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -22104364.000000 Penalty: 5936.489746
	Iteration 3Q: 3 clusters Score -2.210436e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -22107006.000000 Penalty: 5936.489746
	Iteration 4Q: 3 clusters Score -2.210701e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -22111960.000000 Penalty: 5936.489746
	Iteration 5F: 3 clusters Score -2.211196e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116791 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -22121018.000000 Penalty: 5936.489746
	Iteration 6F: 3 clusters Score -2.212102e+07 nChanged 15061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131840 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -22135124.000000 Penalty: 5936.489746
	Iteration 7F: 3 clusters Score -2.213512e+07 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145483 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -22148664.000000 Penalty: 5936.489746
	Iteration 8F: 3 clusters Score -2.214866e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -22156154.000000 Penalty: 5936.489746
	Iteration 9F: 3 clusters Score -2.215615e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156407 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -22158232.000000 Penalty: 5936.489746
	Iteration 10Q: 3 clusters Score -2.215823e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157202 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -22158904.000000 Penalty: 5936.489746
	Iteration 11Q: 3 clusters Score -2.21589e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157399 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22159098.000000 Penalty: 5936.489746
	Iteration 12Q: 3 clusters Score -2.21591e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157459 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22159188.000000 Penalty: 5936.489746
	Iteration 13Q: 3 clusters Score -2.215919e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157486 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22159250.000000 Penalty: 5936.489746
	Iteration 14Q: 3 clusters Score -2.215925e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157503 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22159280.000000 Penalty: 5936.489746
	Iteration 15Q: 3 clusters Score -2.215928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157507 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22159310.000000 Penalty: 5936.489746
	Iteration 16Q: 3 clusters Score -2.215931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22159320.000000 Penalty: 5936.489746
	Iteration 17Q: 3 clusters Score -2.215932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22159324.000000 Penalty: 5936.489746
	Iteration 18Q: 3 clusters Score -2.215932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157519 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22159332.000000 Penalty: 5936.489746
	Iteration 19Q: 3 clusters Score -2.215933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22159332.000000 Penalty: 5936.489746
	Iteration 20F: 3 clusters Score -2.215933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22159352.000000 Penalty: 5936.489746
	Iteration 21Q: 3 clusters Score -2.215935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22159352.000000 Penalty: 5936.489746
	Iteration 22F: 3 clusters Score -2.215935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51577.984375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -51577.98 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 191 members 
Entering Unmasked Estep 
Score: -50228.757812 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -50228.76 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50407.925781 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -50407.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50460.796875 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -50460.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50481.226562 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -50481.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50497.289062 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -50497.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50519.609375 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -50519.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50528.656250 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -50528.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50530.960938 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -50530.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50530.960938 Penalty: 2993.598877
	Iteration 8F: 3 clusters Score -50530.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Entering Unmasked Estep 
Score: -3689825.750000 Penalty: 2520.232910
	Iteration 0F: 2 clusters Score -3689826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3671899.250000 Penalty: 5040.465820
	Iteration 0F: 3 clusters Score -3671899 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3678457.250000 Penalty: 5040.465820
	Iteration 1F: 3 clusters Score -3678457 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3679269.750000 Penalty: 5040.465820
	Iteration 2F: 3 clusters Score -3679270 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3680324.750000 Penalty: 5040.465820
	Iteration 3F: 3 clusters Score -3680325 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3681727.750000 Penalty: 5040.465820
	Iteration 4F: 3 clusters Score -3681728 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3683305.000000 Penalty: 5040.465820
	Iteration 5F: 3 clusters Score -3683305 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -3684948.500000 Penalty: 5040.465820
	Iteration 6F: 3 clusters Score -3684948 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3686318.250000 Penalty: 5040.465820
	Iteration 7F: 3 clusters Score -3686318 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3687033.750000 Penalty: 5040.465820
	Iteration 8Q: 3 clusters Score -3687034 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3687322.750000 Penalty: 5040.465820
	Iteration 9Q: 3 clusters Score -3687323 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3687474.250000 Penalty: 5040.465820
	Iteration 10Q: 3 clusters Score -3687474 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3687553.000000 Penalty: 5040.465820
	Iteration 11Q: 3 clusters Score -3687553 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3687621.000000 Penalty: 5040.465820
	Iteration 12Q: 3 clusters Score -3687621 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3687658.250000 Penalty: 5040.465820
	Iteration 13Q: 3 clusters Score -3687658 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3687696.500000 Penalty: 5040.465820
	Iteration 14Q: 3 clusters Score -3687696 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3687729.750000 Penalty: 5040.465820
	Iteration 15Q: 3 clusters Score -3687730 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3687780.000000 Penalty: 5040.465820
	Iteration 16Q: 3 clusters Score -3687780 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3687805.000000 Penalty: 5040.465820
	Iteration 17Q: 3 clusters Score -3687805 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3687852.750000 Penalty: 5040.465820
	Iteration 18Q: 3 clusters Score -3687853 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3687881.000000 Penalty: 5040.465820
	Iteration 19Q: 3 clusters Score -3687881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3687894.250000 Penalty: 5040.465820
	Iteration 20F: 3 clusters Score -3687894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3687924.000000 Penalty: 5040.465820
	Iteration 21Q: 3 clusters Score -3687924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3687942.750000 Penalty: 5040.465820
	Iteration 22Q: 3 clusters Score -3687943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3687950.500000 Penalty: 5040.465820
	Iteration 23Q: 3 clusters Score -3687950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3687970.750000 Penalty: 5040.465820
	Iteration 24Q: 3 clusters Score -3687971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3687983.500000 Penalty: 5040.465820
	Iteration 25Q: 3 clusters Score -3687984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3687986.500000 Penalty: 5040.465820
	Iteration 26Q: 3 clusters Score -3687986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3687997.500000 Penalty: 5040.465820
	Iteration 27Q: 3 clusters Score -3687998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3688007.500000 Penalty: 5040.465820
	Iteration 28Q: 3 clusters Score -3688008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -3688014.250000 Penalty: 5040.465820
	Iteration 29Q: 3 clusters Score -3688014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3688004.250000 Penalty: 5040.465820
	Iteration 30Q: 3 clusters Score -3688004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3687999.000000 Penalty: 5040.465820
	Iteration 31Q: 3 clusters Score -3687999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3688007.000000 Penalty: 5040.465820
	Iteration 32Q: 3 clusters Score -3688007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3688005.750000 Penalty: 5040.465820
	Iteration 33Q: 3 clusters Score -3688006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -3688013.250000 Penalty: 5040.465820
	Iteration 34Q: 3 clusters Score -3688013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3688019.000000 Penalty: 5040.465820
	Iteration 35Q: 3 clusters Score -3688019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3688025.750000 Penalty: 5040.465820
	Iteration 36Q: 3 clusters Score -3688026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3688019.000000 Penalty: 5040.465820
	Iteration 37Q: 3 clusters Score -3688019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3688022.000000 Penalty: 5040.465820
	Iteration 38Q: 3 clusters Score -3688022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3688026.750000 Penalty: 5040.465820
	Iteration 39Q: 3 clusters Score -3688027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3688029.250000 Penalty: 5040.465820
	Iteration 40F: 3 clusters Score -3688029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3688034.500000 Penalty: 5040.465820
	Iteration 41Q: 3 clusters Score -3688034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3688038.750000 Penalty: 5040.465820
	Iteration 42Q: 3 clusters Score -3688039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3688038.250000 Penalty: 5040.465820
	Iteration 43Q: 3 clusters Score -3688038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3688045.250000 Penalty: 5040.465820
	Iteration 44Q: 3 clusters Score -3688045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3688042.750000 Penalty: 5040.465820
	Iteration 45Q: 3 clusters Score -3688043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3688050.000000 Penalty: 5040.465820
	Iteration 46Q: 3 clusters Score -3688050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3688049.250000 Penalty: 5040.465820
	Iteration 47Q: 3 clusters Score -3688049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3688052.000000 Penalty: 5040.465820
	Iteration 48Q: 3 clusters Score -3688052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3688050.500000 Penalty: 5040.465820
	Iteration 49Q: 3 clusters Score -3688050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3688051.000000 Penalty: 5040.465820
	Iteration 50Q: 3 clusters Score -3688051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3688053.500000 Penalty: 5040.465820
	Iteration 51Q: 3 clusters Score -3688054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3688060.250000 Penalty: 5040.465820
	Iteration 52Q: 3 clusters Score -3688060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3688056.000000 Penalty: 5040.465820
	Iteration 53Q: 3 clusters Score -3688056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3688060.000000 Penalty: 5040.465820
	Iteration 54Q: 3 clusters Score -3688060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3688056.500000 Penalty: 5040.465820
	Iteration 55Q: 3 clusters Score -3688056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3688061.500000 Penalty: 5040.465820
	Iteration 56Q: 3 clusters Score -3688062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3688059.750000 Penalty: 5040.465820
	Iteration 57Q: 3 clusters Score -3688060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3688059.250000 Penalty: 5040.465820
	Iteration 58Q: 3 clusters Score -3688059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3688060.000000 Penalty: 5040.465820
	Iteration 59Q: 3 clusters Score -3688060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3688061.500000 Penalty: 5040.465820
	Iteration 60F: 3 clusters Score -3688062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3688061.750000 Penalty: 5040.465820
	Iteration 61Q: 3 clusters Score -3688062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3688059.750000 Penalty: 5040.465820
	Iteration 62Q: 3 clusters Score -3688060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3688060.500000 Penalty: 5040.465820
	Iteration 63Q: 3 clusters Score -3688060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3688060.000000 Penalty: 5040.465820
	Iteration 64Q: 3 clusters Score -3688060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -3688060.500000 Penalty: 5040.465820
	Iteration 65Q: 3 clusters Score -3688060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3688062.000000 Penalty: 5040.465820
	Iteration 66Q: 3 clusters Score -3688062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3688056.250000 Penalty: 5040.465820
	Iteration 67Q: 3 clusters Score -3688056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3688062.250000 Penalty: 5040.465820
	Iteration 68Q: 3 clusters Score -3688062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3688069.500000 Penalty: 5040.465820
	Iteration 69Q: 3 clusters Score -3688070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3688069.500000 Penalty: 5040.465820
	Iteration 70F: 3 clusters Score -3688070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -370957.875000 Penalty: 1963.368286
	Iteration 0F: 2 clusters Score -370957.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -367845.812500 Penalty: 3926.736572
	Iteration 0F: 3 clusters Score -367845.8 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -368502.031250 Penalty: 3926.736572
	Iteration 1F: 3 clusters Score -368502 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -368720.500000 Penalty: 3926.736572
	Iteration 2F: 3 clusters Score -368720.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -368861.468750 Penalty: 3926.736572
	Iteration 3F: 3 clusters Score -368861.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -368950.937500 Penalty: 3926.736572
	Iteration 4Q: 3 clusters Score -368950.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -369024.187500 Penalty: 3926.736572
	Iteration 5Q: 3 clusters Score -369024.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -369087.437500 Penalty: 3926.736572
	Iteration 6Q: 3 clusters Score -369087.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -369139.375000 Penalty: 3926.736572
	Iteration 7Q: 3 clusters Score -369139.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -369181.750000 Penalty: 3926.736572
	Iteration 8Q: 3 clusters Score -369181.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -369209.343750 Penalty: 3926.736572
	Iteration 9Q: 3 clusters Score -369209.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -369228.031250 Penalty: 3926.736572
	Iteration 10Q: 3 clusters Score -369228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -369243.406250 Penalty: 3926.736572
	Iteration 11Q: 3 clusters Score -369243.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -369260.031250 Penalty: 3926.736572
	Iteration 12Q: 3 clusters Score -369260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -369271.125000 Penalty: 3926.736572
	Iteration 13Q: 3 clusters Score -369271.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -369278.468750 Penalty: 3926.736572
	Iteration 14Q: 3 clusters Score -369278.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -369283.937500 Penalty: 3926.736572
	Iteration 15Q: 3 clusters Score -369283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -369288.250000 Penalty: 3926.736572
	Iteration 16Q: 3 clusters Score -369288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -369290.781250 Penalty: 3926.736572
	Iteration 17Q: 3 clusters Score -369290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -369291.468750 Penalty: 3926.736572
	Iteration 18Q: 3 clusters Score -369291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -369292.218750 Penalty: 3926.736572
	Iteration 19Q: 3 clusters Score -369292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -369292.218750 Penalty: 3926.736572
	Iteration 20F: 3 clusters Score -369292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Entering Unmasked Estep 
Score: -6170659.000000 Penalty: 2646.885254
	Iteration 0F: 2 clusters Score -6170659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -6141453.500000 Penalty: 5293.770508
	Iteration 0F: 3 clusters Score -6141454 nChanged 19794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -6152318.000000 Penalty: 5293.770508
	Iteration 1F: 3 clusters Score -6152318 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -6152836.000000 Penalty: 5293.770508
	Iteration 2Q: 3 clusters Score -6152836 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -6153308.000000 Penalty: 5293.770508
	Iteration 3Q: 3 clusters Score -6153308 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -6153742.500000 Penalty: 5293.770508
	Iteration 4Q: 3 clusters Score -6153742 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -6154241.000000 Penalty: 5293.770508
	Iteration 5Q: 3 clusters Score -6154241 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -6154762.000000 Penalty: 5293.770508
	Iteration 6Q: 3 clusters Score -6154762 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -6155391.500000 Penalty: 5293.770508
	Iteration 7Q: 3 clusters Score -6155392 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -6156208.000000 Penalty: 5293.770508
	Iteration 8Q: 3 clusters Score -6156208 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -6157429.500000 Penalty: 5293.770508
	Iteration 9Q: 3 clusters Score -6157430 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -6159034.000000 Penalty: 5293.770508
	Iteration 10F: 3 clusters Score -6159034 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -6160797.500000 Penalty: 5293.770508
	Iteration 11F: 3 clusters Score -6160798 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -6162355.500000 Penalty: 5293.770508
	Iteration 12F: 3 clusters Score -6162356 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -6163458.000000 Penalty: 5293.770508
	Iteration 13Q: 3 clusters Score -6163458 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -6164101.000000 Penalty: 5293.770508
	Iteration 14Q: 3 clusters Score -6164101 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -6164498.500000 Penalty: 5293.770508
	Iteration 15Q: 3 clusters Score -6164498 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -6164795.500000 Penalty: 5293.770508
	Iteration 16Q: 3 clusters Score -6164796 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -6165089.500000 Penalty: 5293.770508
	Iteration 17Q: 3 clusters Score -6165090 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -6165409.000000 Penalty: 5293.770508
	Iteration 18Q: 3 clusters Score -6165409 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -6165678.000000 Penalty: 5293.770508
	Iteration 19Q: 3 clusters Score -6165678 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -6165886.500000 Penalty: 5293.770508
	Iteration 20F: 3 clusters Score -6165886 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -6166115.500000 Penalty: 5293.770508
	Iteration 21Q: 3 clusters Score -6166116 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -6166353.500000 Penalty: 5293.770508
	Iteration 22Q: 3 clusters Score -6166354 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -6166589.000000 Penalty: 5293.770508
	Iteration 23Q: 3 clusters Score -6166589 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -6166778.000000 Penalty: 5293.770508
	Iteration 24Q: 3 clusters Score -6166778 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -6166990.000000 Penalty: 5293.770508
	Iteration 25Q: 3 clusters Score -6166990 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -6167136.000000 Penalty: 5293.770508
	Iteration 26Q: 3 clusters Score -6167136 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -6167281.000000 Penalty: 5293.770508
	Iteration 27Q: 3 clusters Score -6167281 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6167387.000000 Penalty: 5293.770508
	Iteration 28Q: 3 clusters Score -6167387 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6167532.500000 Penalty: 5293.770508
	Iteration 29Q: 3 clusters Score -6167532 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6167646.000000 Penalty: 5293.770508
	Iteration 30Q: 3 clusters Score -6167646 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6167753.000000 Penalty: 5293.770508
	Iteration 31Q: 3 clusters Score -6167753 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6167827.000000 Penalty: 5293.770508
	Iteration 32Q: 3 clusters Score -6167827 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6167901.500000 Penalty: 5293.770508
	Iteration 33Q: 3 clusters Score -6167902 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6167964.000000 Penalty: 5293.770508
	Iteration 34Q: 3 clusters Score -6167964 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6168016.000000 Penalty: 5293.770508
	Iteration 35Q: 3 clusters Score -6168016 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6168080.000000 Penalty: 5293.770508
	Iteration 36Q: 3 clusters Score -6168080 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6168126.000000 Penalty: 5293.770508
	Iteration 37Q: 3 clusters Score -6168126 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6168180.000000 Penalty: 5293.770508
	Iteration 38Q: 3 clusters Score -6168180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6168191.500000 Penalty: 5293.770508
	Iteration 39Q: 3 clusters Score -6168192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6168227.500000 Penalty: 5293.770508
	Iteration 40F: 3 clusters Score -6168228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6168246.000000 Penalty: 5293.770508
	Iteration 41Q: 3 clusters Score -6168246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6168277.500000 Penalty: 5293.770508
	Iteration 42Q: 3 clusters Score -6168278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6168304.500000 Penalty: 5293.770508
	Iteration 43Q: 3 clusters Score -6168304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6168322.500000 Penalty: 5293.770508
	Iteration 44Q: 3 clusters Score -6168322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6168339.500000 Penalty: 5293.770508
	Iteration 45Q: 3 clusters Score -6168340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6168352.000000 Penalty: 5293.770508
	Iteration 46Q: 3 clusters Score -6168352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6168361.000000 Penalty: 5293.770508
	Iteration 47Q: 3 clusters Score -6168361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6168370.000000 Penalty: 5293.770508
	Iteration 48Q: 3 clusters Score -6168370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6168362.500000 Penalty: 5293.770508
	Iteration 49Q: 3 clusters Score -6168362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6168365.000000 Penalty: 5293.770508
	Iteration 50Q: 3 clusters Score -6168365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6168370.500000 Penalty: 5293.770508
	Iteration 51Q: 3 clusters Score -6168370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6168370.500000 Penalty: 5293.770508
	Iteration 52Q: 3 clusters Score -6168370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6168379.000000 Penalty: 5293.770508
	Iteration 53Q: 3 clusters Score -6168379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6168380.500000 Penalty: 5293.770508
	Iteration 54Q: 3 clusters Score -6168380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6168383.500000 Penalty: 5293.770508
	Iteration 55Q: 3 clusters Score -6168384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6168385.000000 Penalty: 5293.770508
	Iteration 56Q: 3 clusters Score -6168385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6168396.500000 Penalty: 5293.770508
	Iteration 57Q: 3 clusters Score -6168396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6168396.000000 Penalty: 5293.770508
	Iteration 58Q: 3 clusters Score -6168396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6168402.500000 Penalty: 5293.770508
	Iteration 59Q: 3 clusters Score -6168402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6168402.500000 Penalty: 5293.770508
	Iteration 60F: 3 clusters Score -6168402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6168407.000000 Penalty: 5293.770508
	Iteration 61Q: 3 clusters Score -6168407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6168410.500000 Penalty: 5293.770508
	Iteration 62Q: 3 clusters Score -6168410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6168410.000000 Penalty: 5293.770508
	Iteration 63Q: 3 clusters Score -6168410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6168414.000000 Penalty: 5293.770508
	Iteration 64Q: 3 clusters Score -6168414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6168413.500000 Penalty: 5293.770508
	Iteration 65Q: 3 clusters Score -6168414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6168418.000000 Penalty: 5293.770508
	Iteration 66Q: 3 clusters Score -6168418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6168417.500000 Penalty: 5293.770508
	Iteration 67Q: 3 clusters Score -6168418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6168416.500000 Penalty: 5293.770508
	Iteration 68Q: 3 clusters Score -6168416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6168423.500000 Penalty: 5293.770508
	Iteration 69Q: 3 clusters Score -6168424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6168423.000000 Penalty: 5293.770508
	Iteration 70Q: 3 clusters Score -6168423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6168421.000000 Penalty: 5293.770508
	Iteration 71Q: 3 clusters Score -6168421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6168423.500000 Penalty: 5293.770508
	Iteration 72Q: 3 clusters Score -6168424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6168423.500000 Penalty: 5293.770508
	Iteration 73Q: 3 clusters Score -6168424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6168421.000000 Penalty: 5293.770508
	Iteration 74Q: 3 clusters Score -6168421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6168419.000000 Penalty: 5293.770508
	Iteration 75Q: 3 clusters Score -6168419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6168422.500000 Penalty: 5293.770508
	Iteration 76Q: 3 clusters Score -6168422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6168422.500000 Penalty: 5293.770508
	Iteration 77F: 3 clusters Score -6168422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -47267.968750 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -47267.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45873.980469 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -45873.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46028.546875 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -46028.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46088.093750 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -46088.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46152.414062 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -46152.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46202.394531 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -46202.39 nChanged 10
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: -46254.910156 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -46254.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46263.609375 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -46263.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46271.148438 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -46271.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46278.628906 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -46278.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46281.984375 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -46281.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46284.367188 Penalty: 2935.771240
	Iteration 10Q: 3 clusters Score -46284.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46284.367188 Penalty: 2935.771240
	Iteration 11F: 3 clusters Score -46284.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Entering Unmasked Estep 
Score: -1871266.000000 Penalty: 2350.638428
	Iteration 0F: 2 clusters Score -1871266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1861634.750000 Penalty: 4701.276855
	Iteration 0F: 3 clusters Score -1861635 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1864631.375000 Penalty: 4701.276855
	Iteration 1F: 3 clusters Score -1864631 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1864970.625000 Penalty: 4701.276855
	Iteration 2F: 3 clusters Score -1864971 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1865210.500000 Penalty: 4701.276855
	Iteration 3Q: 3 clusters Score -1865210 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1865462.250000 Penalty: 4701.276855
	Iteration 4Q: 3 clusters Score -1865462 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1865708.625000 Penalty: 4701.276855
	Iteration 5Q: 3 clusters Score -1865709 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1865982.125000 Penalty: 4701.276855
	Iteration 6Q: 3 clusters Score -1865982 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1866364.125000 Penalty: 4701.276855
	Iteration 7Q: 3 clusters Score -1866364 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1866835.875000 Penalty: 4701.276855
	Iteration 8F: 3 clusters Score -1866836 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1867336.625000 Penalty: 4701.276855
	Iteration 9F: 3 clusters Score -1867337 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1867838.750000 Penalty: 4701.276855
	Iteration 10Q: 3 clusters Score -1867839 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1868301.125000 Penalty: 4701.276855
	Iteration 11Q: 3 clusters Score -1868301 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1868656.125000 Penalty: 4701.276855
	Iteration 12Q: 3 clusters Score -1868656 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1868892.000000 Penalty: 4701.276855
	Iteration 13Q: 3 clusters Score -1868892 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1869025.625000 Penalty: 4701.276855
	Iteration 14Q: 3 clusters Score -1869026 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1869139.250000 Penalty: 4701.276855
	Iteration 15Q: 3 clusters Score -1869139 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1869195.625000 Penalty: 4701.276855
	Iteration 16Q: 3 clusters Score -1869196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1869234.250000 Penalty: 4701.276855
	Iteration 17Q: 3 clusters Score -1869234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1869260.875000 Penalty: 4701.276855
	Iteration 18Q: 3 clusters Score -1869261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1869277.375000 Penalty: 4701.276855
	Iteration 19Q: 3 clusters Score -1869277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1869296.125000 Penalty: 4701.276855
	Iteration 20F: 3 clusters Score -1869296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1869302.875000 Penalty: 4701.276855
	Iteration 21Q: 3 clusters Score -1869303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1869311.000000 Penalty: 4701.276855
	Iteration 22Q: 3 clusters Score -1869311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1869320.000000 Penalty: 4701.276855
	Iteration 23Q: 3 clusters Score -1869320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1869324.625000 Penalty: 4701.276855
	Iteration 24Q: 3 clusters Score -1869325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1869331.000000 Penalty: 4701.276855
	Iteration 25Q: 3 clusters Score -1869331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1869335.375000 Penalty: 4701.276855
	Iteration 26Q: 3 clusters Score -1869335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1869337.125000 Penalty: 4701.276855
	Iteration 27Q: 3 clusters Score -1869337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1869340.375000 Penalty: 4701.276855
	Iteration 28Q: 3 clusters Score -1869340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1869346.000000 Penalty: 4701.276855
	Iteration 29Q: 3 clusters Score -1869346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1869349.125000 Penalty: 4701.276855
	Iteration 30Q: 3 clusters Score -1869349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1869352.875000 Penalty: 4701.276855
	Iteration 31Q: 3 clusters Score -1869353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1869357.000000 Penalty: 4701.276855
	Iteration 32Q: 3 clusters Score -1869357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1869359.750000 Penalty: 4701.276855
	Iteration 33Q: 3 clusters Score -1869360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1869362.125000 Penalty: 4701.276855
	Iteration 34Q: 3 clusters Score -1869362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1869366.000000 Penalty: 4701.276855
	Iteration 35Q: 3 clusters Score -1869366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1869367.125000 Penalty: 4701.276855
	Iteration 36Q: 3 clusters Score -1869367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1869366.625000 Penalty: 4701.276855
	Iteration 37Q: 3 clusters Score -1869367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1869366.625000 Penalty: 4701.276855
	Iteration 38F: 3 clusters Score -1869367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Entering Unmasked Estep 
Score: -13327849.000000 Penalty: 2838.214111
	Iteration 0F: 2 clusters Score -1.332785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -13266177.000000 Penalty: 5676.428223
	Iteration 0F: 3 clusters Score -1.326618e+07 nChanged 44280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -13291388.000000 Penalty: 5676.428223
	Iteration 1F: 3 clusters Score -1.329139e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -13292513.000000 Penalty: 5676.428223
	Iteration 2Q: 3 clusters Score -1.329251e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -13294082.000000 Penalty: 5676.428223
	Iteration 3Q: 3 clusters Score -1.329408e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -13296298.000000 Penalty: 5676.428223
	Iteration 4Q: 3 clusters Score -1.32963e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -13299319.000000 Penalty: 5676.428223
	Iteration 5F: 3 clusters Score -1.329932e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -13304021.000000 Penalty: 5676.428223
	Iteration 6F: 3 clusters Score -1.330402e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -13310613.000000 Penalty: 5676.428223
	Iteration 7F: 3 clusters Score -1.331061e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -13318406.000000 Penalty: 5676.428223
	Iteration 8F: 3 clusters Score -1.331841e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -13322994.000000 Penalty: 5676.428223
	Iteration 9F: 3 clusters Score -1.332299e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -13324289.000000 Penalty: 5676.428223
	Iteration 10Q: 3 clusters Score -1.332429e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -13324710.000000 Penalty: 5676.428223
	Iteration 11Q: 3 clusters Score -1.332471e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -13324948.000000 Penalty: 5676.428223
	Iteration 12Q: 3 clusters Score -1.332495e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -13325135.000000 Penalty: 5676.428223
	Iteration 13Q: 3 clusters Score -1.332514e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -13325223.000000 Penalty: 5676.428223
	Iteration 14Q: 3 clusters Score -1.332522e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -13325315.000000 Penalty: 5676.428223
	Iteration 15Q: 3 clusters Score -1.332532e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -13325386.000000 Penalty: 5676.428223
	Iteration 16Q: 3 clusters Score -1.332539e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74125 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -13325440.000000 Penalty: 5676.428223
	Iteration 17Q: 3 clusters Score -1.332544e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -13325525.000000 Penalty: 5676.428223
	Iteration 18Q: 3 clusters Score -1.332552e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -13325613.000000 Penalty: 5676.428223
	Iteration 19Q: 3 clusters Score -1.332561e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -13325640.000000 Penalty: 5676.428223
	Iteration 20F: 3 clusters Score -1.332564e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -13325692.000000 Penalty: 5676.428223
	Iteration 21Q: 3 clusters Score -1.332569e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -13325767.000000 Penalty: 5676.428223
	Iteration 22Q: 3 clusters Score -1.332577e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -13325864.000000 Penalty: 5676.428223
	Iteration 23Q: 3 clusters Score -1.332586e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -13325976.000000 Penalty: 5676.428223
	Iteration 24Q: 3 clusters Score -1.332598e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -13326034.000000 Penalty: 5676.428223
	Iteration 25Q: 3 clusters Score -1.332603e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -13326095.000000 Penalty: 5676.428223
	Iteration 26Q: 3 clusters Score -1.33261e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -13326117.000000 Penalty: 5676.428223
	Iteration 27Q: 3 clusters Score -1.332612e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -13326158.000000 Penalty: 5676.428223
	Iteration 28Q: 3 clusters Score -1.332616e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -13326200.000000 Penalty: 5676.428223
	Iteration 29Q: 3 clusters Score -1.33262e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -13326119.000000 Penalty: 5676.428223
	Iteration 30Q: 3 clusters Score -1.332612e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -13326127.000000 Penalty: 5676.428223
	Iteration 31Q: 3 clusters Score -1.332613e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -13326184.000000 Penalty: 5676.428223
	Iteration 32Q: 3 clusters Score -1.332618e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -13326234.000000 Penalty: 5676.428223
	Iteration 33Q: 3 clusters Score -1.332623e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -13326256.000000 Penalty: 5676.428223
	Iteration 34Q: 3 clusters Score -1.332626e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -13326261.000000 Penalty: 5676.428223
	Iteration 35Q: 3 clusters Score -1.332626e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -13326281.000000 Penalty: 5676.428223
	Iteration 36Q: 3 clusters Score -1.332628e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -13326277.000000 Penalty: 5676.428223
	Iteration 37Q: 3 clusters Score -1.332628e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -13326322.000000 Penalty: 5676.428223
	Iteration 38Q: 3 clusters Score -1.332632e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -13326335.000000 Penalty: 5676.428223
	Iteration 39Q: 3 clusters Score -1.332634e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -13326324.000000 Penalty: 5676.428223
	Iteration 40F: 3 clusters Score -1.332632e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83044 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -13326327.000000 Penalty: 5676.428223
	Iteration 41Q: 3 clusters Score -1.332633e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -13326320.000000 Penalty: 5676.428223
	Iteration 42Q: 3 clusters Score -1.332632e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -13326348.000000 Penalty: 5676.428223
	Iteration 43Q: 3 clusters Score -1.332635e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -13326367.000000 Penalty: 5676.428223
	Iteration 44Q: 3 clusters Score -1.332637e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83752 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -13326412.000000 Penalty: 5676.428223
	Iteration 45Q: 3 clusters Score -1.332641e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -13326455.000000 Penalty: 5676.428223
	Iteration 46Q: 3 clusters Score -1.332646e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -13326455.000000 Penalty: 5676.428223
	Iteration 47Q: 3 clusters Score -1.332646e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -13326456.000000 Penalty: 5676.428223
	Iteration 48Q: 3 clusters Score -1.332646e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -13326434.000000 Penalty: 5676.428223
	Iteration 49Q: 3 clusters Score -1.332643e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -13326420.000000 Penalty: 5676.428223
	Iteration 50Q: 3 clusters Score -1.332642e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -13326437.000000 Penalty: 5676.428223
	Iteration 51Q: 3 clusters Score -1.332644e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -13326435.000000 Penalty: 5676.428223
	Iteration 52Q: 3 clusters Score -1.332644e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -13326453.000000 Penalty: 5676.428223
	Iteration 53Q: 3 clusters Score -1.332645e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -13326483.000000 Penalty: 5676.428223
	Iteration 54Q: 3 clusters Score -1.332648e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -13326501.000000 Penalty: 5676.428223
	Iteration 55Q: 3 clusters Score -1.33265e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85484 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -13326502.000000 Penalty: 5676.428223
	Iteration 56Q: 3 clusters Score -1.33265e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -13326537.000000 Penalty: 5676.428223
	Iteration 57Q: 3 clusters Score -1.332654e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -13326560.000000 Penalty: 5676.428223
	Iteration 58Q: 3 clusters Score -1.332656e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -13326596.000000 Penalty: 5676.428223
	Iteration 59Q: 3 clusters Score -1.33266e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -13326614.000000 Penalty: 5676.428223
	Iteration 60F: 3 clusters Score -1.332661e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -13326605.000000 Penalty: 5676.428223
	Iteration 61Q: 3 clusters Score -1.33266e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -13326604.000000 Penalty: 5676.428223
	Iteration 62Q: 3 clusters Score -1.33266e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -13326616.000000 Penalty: 5676.428223
	Iteration 63Q: 3 clusters Score -1.332662e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -13326594.000000 Penalty: 5676.428223
	Iteration 64Q: 3 clusters Score -1.332659e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -13326598.000000 Penalty: 5676.428223
	Iteration 65Q: 3 clusters Score -1.33266e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -13326579.000000 Penalty: 5676.428223
	Iteration 66Q: 3 clusters Score -1.332658e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -13326589.000000 Penalty: 5676.428223
	Iteration 67Q: 3 clusters Score -1.332659e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -13326574.000000 Penalty: 5676.428223
	Iteration 68Q: 3 clusters Score -1.332657e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -13326589.000000 Penalty: 5676.428223
	Iteration 69Q: 3 clusters Score -1.332659e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -13326599.000000 Penalty: 5676.428223
	Iteration 70Q: 3 clusters Score -1.33266e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -13326587.000000 Penalty: 5676.428223
	Iteration 71Q: 3 clusters Score -1.332659e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -13326589.000000 Penalty: 5676.428223
	Iteration 72Q: 3 clusters Score -1.332659e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -13326596.000000 Penalty: 5676.428223
	Iteration 73Q: 3 clusters Score -1.33266e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -13326586.000000 Penalty: 5676.428223
	Iteration 74Q: 3 clusters Score -1.332659e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -13326584.000000 Penalty: 5676.428223
	Iteration 75Q: 3 clusters Score -1.332658e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87321 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -13326591.000000 Penalty: 5676.428223
	Iteration 76Q: 3 clusters Score -1.332659e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -13326593.000000 Penalty: 5676.428223
	Iteration 77Q: 3 clusters Score -1.332659e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -13326594.000000 Penalty: 5676.428223
	Iteration 78Q: 3 clusters Score -1.332659e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87467 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -13326581.000000 Penalty: 5676.428223
	Iteration 79Q: 3 clusters Score -1.332658e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -13326588.000000 Penalty: 5676.428223
	Iteration 80F: 3 clusters Score -1.332659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -13326591.000000 Penalty: 5676.428223
	Iteration 81Q: 3 clusters Score -1.332659e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -13326600.000000 Penalty: 5676.428223
	Iteration 82Q: 3 clusters Score -1.33266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -13326595.000000 Penalty: 5676.428223
	Iteration 83Q: 3 clusters Score -1.33266e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -13326589.000000 Penalty: 5676.428223
	Iteration 84Q: 3 clusters Score -1.332659e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -13326602.000000 Penalty: 5676.428223
	Iteration 85Q: 3 clusters Score -1.33266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -13326612.000000 Penalty: 5676.428223
	Iteration 86Q: 3 clusters Score -1.332661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -13326616.000000 Penalty: 5676.428223
	Iteration 87Q: 3 clusters Score -1.332662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87752 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -13326620.000000 Penalty: 5676.428223
	Iteration 88Q: 3 clusters Score -1.332662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87773 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -13326614.000000 Penalty: 5676.428223
	Iteration 89Q: 3 clusters Score -1.332661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -13326623.000000 Penalty: 5676.428223
	Iteration 90Q: 3 clusters Score -1.332662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -13326623.000000 Penalty: 5676.428223
	Iteration 91Q: 3 clusters Score -1.332662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -13326625.000000 Penalty: 5676.428223
	Iteration 92Q: 3 clusters Score -1.332662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -13326637.000000 Penalty: 5676.428223
	Iteration 93Q: 3 clusters Score -1.332664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -13326633.000000 Penalty: 5676.428223
	Iteration 94Q: 3 clusters Score -1.332663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -13326640.000000 Penalty: 5676.428223
	Iteration 95Q: 3 clusters Score -1.332664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -13326640.000000 Penalty: 5676.428223
	Iteration 96Q: 3 clusters Score -1.332664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -13326646.000000 Penalty: 5676.428223
	Iteration 97Q: 3 clusters Score -1.332665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -13326639.000000 Penalty: 5676.428223
	Iteration 98Q: 3 clusters Score -1.332664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -13326630.000000 Penalty: 5676.428223
	Iteration 99Q: 3 clusters Score -1.332663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -13326637.000000 Penalty: 5676.428223
	Iteration 100F: 3 clusters Score -1.332664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -13326637.000000 Penalty: 5676.428223
	Iteration 101Q: 3 clusters Score -1.332664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -13326622.000000 Penalty: 5676.428223
	Iteration 102Q: 3 clusters Score -1.332662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -13326621.000000 Penalty: 5676.428223
	Iteration 103Q: 3 clusters Score -1.332662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -13326619.000000 Penalty: 5676.428223
	Iteration 104Q: 3 clusters Score -1.332662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87968 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -13326623.000000 Penalty: 5676.428223
	Iteration 105Q: 3 clusters Score -1.332662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87978 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -13326608.000000 Penalty: 5676.428223
	Iteration 106Q: 3 clusters Score -1.332661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -13326613.000000 Penalty: 5676.428223
	Iteration 107Q: 3 clusters Score -1.332661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -13326613.000000 Penalty: 5676.428223
	Iteration 108Q: 3 clusters Score -1.332661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -13326614.000000 Penalty: 5676.428223
	Iteration 109Q: 3 clusters Score -1.332661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -13326614.000000 Penalty: 5676.428223
	Iteration 110Q: 3 clusters Score -1.332661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -13326614.000000 Penalty: 5676.428223
	Iteration 111Q: 3 clusters Score -1.332661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -13326619.000000 Penalty: 5676.428223
	Iteration 112Q: 3 clusters Score -1.332662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88014 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -13326620.000000 Penalty: 5676.428223
	Iteration 113Q: 3 clusters Score -1.332662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -13326620.000000 Penalty: 5676.428223
	Iteration 114Q: 3 clusters Score -1.332662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88020 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -13326626.000000 Penalty: 5676.428223
	Iteration 115Q: 3 clusters Score -1.332663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -13326615.000000 Penalty: 5676.428223
	Iteration 116Q: 3 clusters Score -1.332662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88035 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -13326620.000000 Penalty: 5676.428223
	Iteration 117Q: 3 clusters Score -1.332662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88047 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -13326619.000000 Penalty: 5676.428223
	Iteration 118Q: 3 clusters Score -1.332662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -13326617.000000 Penalty: 5676.428223
	Iteration 119Q: 3 clusters Score -1.332662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88072 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -13326615.000000 Penalty: 5676.428223
	Iteration 120F: 3 clusters Score -1.332662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -13326598.000000 Penalty: 5676.428223
	Iteration 121Q: 3 clusters Score -1.33266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -13326606.000000 Penalty: 5676.428223
	Iteration 122Q: 3 clusters Score -1.332661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -13326612.000000 Penalty: 5676.428223
	Iteration 123Q: 3 clusters Score -1.332661e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88162 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -13326616.000000 Penalty: 5676.428223
	Iteration 124Q: 3 clusters Score -1.332662e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -13326609.000000 Penalty: 5676.428223
	Iteration 125Q: 3 clusters Score -1.332661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -13326611.000000 Penalty: 5676.428223
	Iteration 126Q: 3 clusters Score -1.332661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88241 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -13326611.000000 Penalty: 5676.428223
	Iteration 127Q: 3 clusters Score -1.332661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -13326601.000000 Penalty: 5676.428223
	Iteration 128Q: 3 clusters Score -1.33266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -13326592.000000 Penalty: 5676.428223
	Iteration 129Q: 3 clusters Score -1.332659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -13326580.000000 Penalty: 5676.428223
	Iteration 130Q: 3 clusters Score -1.332658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -13326584.000000 Penalty: 5676.428223
	Iteration 131Q: 3 clusters Score -1.332658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88317 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -13326591.000000 Penalty: 5676.428223
	Iteration 132Q: 3 clusters Score -1.332659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -13326600.000000 Penalty: 5676.428223
	Iteration 133Q: 3 clusters Score -1.33266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88347 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -13326599.000000 Penalty: 5676.428223
	Iteration 134Q: 3 clusters Score -1.33266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -13326603.000000 Penalty: 5676.428223
	Iteration 135Q: 3 clusters Score -1.33266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -13326612.000000 Penalty: 5676.428223
	Iteration 136Q: 3 clusters Score -1.332661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -13326608.000000 Penalty: 5676.428223
	Iteration 137Q: 3 clusters Score -1.332661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88380 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -13326611.000000 Penalty: 5676.428223
	Iteration 138Q: 3 clusters Score -1.332661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88384 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -13326612.000000 Penalty: 5676.428223
	Iteration 139Q: 3 clusters Score -1.332661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88387 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -13326602.000000 Penalty: 5676.428223
	Iteration 140F: 3 clusters Score -1.33266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -13326601.000000 Penalty: 5676.428223
	Iteration 141Q: 3 clusters Score -1.33266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -13326607.000000 Penalty: 5676.428223
	Iteration 142Q: 3 clusters Score -1.332661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -13326608.000000 Penalty: 5676.428223
	Iteration 143Q: 3 clusters Score -1.332661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -13326608.000000 Penalty: 5676.428223
	Iteration 144F: 3 clusters Score -1.332661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Entering Unmasked Estep 
Score: -4783609.500000 Penalty: 2583.719971
	Iteration 0F: 2 clusters Score -4783610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4760881.500000 Penalty: 5167.439941
	Iteration 0F: 3 clusters Score -4760882 nChanged 15182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4769037.000000 Penalty: 5167.439941
	Iteration 1F: 3 clusters Score -4769037 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4769471.500000 Penalty: 5167.439941
	Iteration 2Q: 3 clusters Score -4769472 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4769798.000000 Penalty: 5167.439941
	Iteration 3Q: 3 clusters Score -4769798 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -4770143.000000 Penalty: 5167.439941
	Iteration 4Q: 3 clusters Score -4770143 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4770484.000000 Penalty: 5167.439941
	Iteration 5Q: 3 clusters Score -4770484 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4770905.500000 Penalty: 5167.439941
	Iteration 6Q: 3 clusters Score -4770906 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -4771524.500000 Penalty: 5167.439941
	Iteration 7Q: 3 clusters Score -4771524 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4772449.500000 Penalty: 5167.439941
	Iteration 8Q: 3 clusters Score -4772450 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -4773824.000000 Penalty: 5167.439941
	Iteration 9F: 3 clusters Score -4773824 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -4775622.500000 Penalty: 5167.439941
	Iteration 10F: 3 clusters Score -4775622 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -4777351.000000 Penalty: 5167.439941
	Iteration 11F: 3 clusters Score -4777351 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -4778798.000000 Penalty: 5167.439941
	Iteration 12Q: 3 clusters Score -4778798 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4779731.500000 Penalty: 5167.439941
	Iteration 13Q: 3 clusters Score -4779732 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -4780243.000000 Penalty: 5167.439941
	Iteration 14Q: 3 clusters Score -4780243 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -4780522.000000 Penalty: 5167.439941
	Iteration 15Q: 3 clusters Score -4780522 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -4780701.000000 Penalty: 5167.439941
	Iteration 16Q: 3 clusters Score -4780701 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4780808.500000 Penalty: 5167.439941
	Iteration 17Q: 3 clusters Score -4780808 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -4780914.500000 Penalty: 5167.439941
	Iteration 18Q: 3 clusters Score -4780914 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4781002.500000 Penalty: 5167.439941
	Iteration 19Q: 3 clusters Score -4781002 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4781071.500000 Penalty: 5167.439941
	Iteration 20F: 3 clusters Score -4781072 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4781130.000000 Penalty: 5167.439941
	Iteration 21Q: 3 clusters Score -4781130 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4781165.000000 Penalty: 5167.439941
	Iteration 22Q: 3 clusters Score -4781165 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4781204.500000 Penalty: 5167.439941
	Iteration 23Q: 3 clusters Score -4781204 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4781268.000000 Penalty: 5167.439941
	Iteration 24Q: 3 clusters Score -4781268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4781294.000000 Penalty: 5167.439941
	Iteration 25Q: 3 clusters Score -4781294 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4781312.000000 Penalty: 5167.439941
	Iteration 26Q: 3 clusters Score -4781312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4781341.000000 Penalty: 5167.439941
	Iteration 27Q: 3 clusters Score -4781341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4781356.000000 Penalty: 5167.439941
	Iteration 28Q: 3 clusters Score -4781356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4781375.000000 Penalty: 5167.439941
	Iteration 29Q: 3 clusters Score -4781375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -4781391.000000 Penalty: 5167.439941
	Iteration 30Q: 3 clusters Score -4781391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -4781394.000000 Penalty: 5167.439941
	Iteration 31Q: 3 clusters Score -4781394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -4781411.000000 Penalty: 5167.439941
	Iteration 32Q: 3 clusters Score -4781411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4781419.000000 Penalty: 5167.439941
	Iteration 33Q: 3 clusters Score -4781419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -4781434.500000 Penalty: 5167.439941
	Iteration 34Q: 3 clusters Score -4781434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -4781436.500000 Penalty: 5167.439941
	Iteration 35Q: 3 clusters Score -4781436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4781444.000000 Penalty: 5167.439941
	Iteration 36Q: 3 clusters Score -4781444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4781446.500000 Penalty: 5167.439941
	Iteration 37Q: 3 clusters Score -4781446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -4781451.000000 Penalty: 5167.439941
	Iteration 38Q: 3 clusters Score -4781451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -4781455.000000 Penalty: 5167.439941
	Iteration 39Q: 3 clusters Score -4781455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -4781453.000000 Penalty: 5167.439941
	Iteration 40F: 3 clusters Score -4781453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -4781449.500000 Penalty: 5167.439941
	Iteration 41Q: 3 clusters Score -4781450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -4781455.500000 Penalty: 5167.439941
	Iteration 42Q: 3 clusters Score -4781456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -4781476.000000 Penalty: 5167.439941
	Iteration 43Q: 3 clusters Score -4781476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -4781474.500000 Penalty: 5167.439941
	Iteration 44Q: 3 clusters Score -4781474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -4781477.000000 Penalty: 5167.439941
	Iteration 45Q: 3 clusters Score -4781477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -4781475.000000 Penalty: 5167.439941
	Iteration 46Q: 3 clusters Score -4781475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -4781485.000000 Penalty: 5167.439941
	Iteration 47Q: 3 clusters Score -4781485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -4781493.000000 Penalty: 5167.439941
	Iteration 48Q: 3 clusters Score -4781493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -4781493.000000 Penalty: 5167.439941
	Iteration 49Q: 3 clusters Score -4781493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4781489.000000 Penalty: 5167.439941
	Iteration 50Q: 3 clusters Score -4781489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -4781491.000000 Penalty: 5167.439941
	Iteration 51Q: 3 clusters Score -4781491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -4781487.500000 Penalty: 5167.439941
	Iteration 52Q: 3 clusters Score -4781488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4781490.500000 Penalty: 5167.439941
	Iteration 53Q: 3 clusters Score -4781490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -4781487.000000 Penalty: 5167.439941
	Iteration 54Q: 3 clusters Score -4781487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -4781491.500000 Penalty: 5167.439941
	Iteration 55Q: 3 clusters Score -4781492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4781492.000000 Penalty: 5167.439941
	Iteration 56Q: 3 clusters Score -4781492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -4781497.500000 Penalty: 5167.439941
	Iteration 57Q: 3 clusters Score -4781498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4781502.500000 Penalty: 5167.439941
	Iteration 58Q: 3 clusters Score -4781502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4781502.500000 Penalty: 5167.439941
	Iteration 59Q: 3 clusters Score -4781502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4781503.500000 Penalty: 5167.439941
	Iteration 60F: 3 clusters Score -4781504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4781505.500000 Penalty: 5167.439941
	Iteration 61Q: 3 clusters Score -4781506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4781506.500000 Penalty: 5167.439941
	Iteration 62Q: 3 clusters Score -4781506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -4781504.000000 Penalty: 5167.439941
	Iteration 63Q: 3 clusters Score -4781504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -4781510.500000 Penalty: 5167.439941
	Iteration 64Q: 3 clusters Score -4781510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4781509.000000 Penalty: 5167.439941
	Iteration 65Q: 3 clusters Score -4781509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4781510.500000 Penalty: 5167.439941
	Iteration 66Q: 3 clusters Score -4781510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -4781513.000000 Penalty: 5167.439941
	Iteration 67Q: 3 clusters Score -4781513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -4781511.000000 Penalty: 5167.439941
	Iteration 68Q: 3 clusters Score -4781511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4781513.500000 Penalty: 5167.439941
	Iteration 69Q: 3 clusters Score -4781514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -4781511.000000 Penalty: 5167.439941
	Iteration 70Q: 3 clusters Score -4781511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -4781511.000000 Penalty: 5167.439941
	Iteration 71F: 3 clusters Score -4781511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Entering Unmasked Estep 
Score: -5458451.500000 Penalty: 2625.623291
	Iteration 0F: 2 clusters Score -5458452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -5431591.000000 Penalty: 5251.246582
	Iteration 0F: 3 clusters Score -5431591 nChanged 18167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -5441550.000000 Penalty: 5251.246582
	Iteration 1F: 3 clusters Score -5441550 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -5441961.000000 Penalty: 5251.246582
	Iteration 2Q: 3 clusters Score -5441961 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -5442362.000000 Penalty: 5251.246582
	Iteration 3Q: 3 clusters Score -5442362 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -5442725.500000 Penalty: 5251.246582
	Iteration 4Q: 3 clusters Score -5442726 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -5443169.500000 Penalty: 5251.246582
	Iteration 5Q: 3 clusters Score -5443170 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -5443915.500000 Penalty: 5251.246582
	Iteration 6Q: 3 clusters Score -5443916 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -5444993.500000 Penalty: 5251.246582
	Iteration 7F: 3 clusters Score -5444994 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -5446787.000000 Penalty: 5251.246582
	Iteration 8F: 3 clusters Score -5446787 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -5449360.000000 Penalty: 5251.246582
	Iteration 9F: 3 clusters Score -5449360 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -5452234.000000 Penalty: 5251.246582
	Iteration 10F: 3 clusters Score -5452234 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5454328.500000 Penalty: 5251.246582
	Iteration 11F: 3 clusters Score -5454328 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5455380.000000 Penalty: 5251.246582
	Iteration 12Q: 3 clusters Score -5455380 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5455809.000000 Penalty: 5251.246582
	Iteration 13Q: 3 clusters Score -5455809 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5455955.000000 Penalty: 5251.246582
	Iteration 14Q: 3 clusters Score -5455955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5456031.000000 Penalty: 5251.246582
	Iteration 15Q: 3 clusters Score -5456031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5456069.500000 Penalty: 5251.246582
	Iteration 16Q: 3 clusters Score -5456070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5456086.000000 Penalty: 5251.246582
	Iteration 17Q: 3 clusters Score -5456086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5456099.500000 Penalty: 5251.246582
	Iteration 18Q: 3 clusters Score -5456100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5456107.000000 Penalty: 5251.246582
	Iteration 19Q: 3 clusters Score -5456107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5456109.500000 Penalty: 5251.246582
	Iteration 20F: 3 clusters Score -5456110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5456110.500000 Penalty: 5251.246582
	Iteration 21Q: 3 clusters Score -5456110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5456110.500000 Penalty: 5251.246582
	Iteration 22F: 3 clusters Score -5456110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -78037.531250 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -78037.53 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 340 members 
Entering Unmasked Estep 
Score: -76388.890625 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -76388.89 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76753.726562 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -76753.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76853.335938 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -76853.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76918.968750 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -76918.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76950.437500 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -76950.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76975.500000 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -76975.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76986.335938 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -76986.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -77005.328125 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -77005.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77015.406250 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -77015.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -77026.507812 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -77026.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -77039.710938 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -77039.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -77043.718750 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -77043.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -77047.671875 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -77047.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -77047.671875 Penalty: 3194.709473
	Iteration 13F: 3 clusters Score -77047.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 80104 members 
Mstep: Class 4 contains 161818 members 
Mstep: Class 5 contains 61315 members 
Mstep: Class 6 contains 12414 members 
Mstep: Class 7 contains 36637 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 111890 members 
Mstep: Class 11 contains 130163 members 
Mstep: Class 12 contains 41957 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157744 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25906 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 43171 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13074 members 
Mstep: Class 21 contains 93378 members 
Mstep: Class 22 contains 33464 members 
Mstep: Class 23 contains 39624 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147066832.000000 Penalty: 86006.992188
Iteration 119Q: 26 clusters Score -1.470668e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 80249 members 
Mstep: Class 4 contains 161829 members 
Mstep: Class 5 contains 61288 members 
Mstep: Class 6 contains 12416 members 
Mstep: Class 7 contains 36652 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 196 members 
Mstep: Class 10 contains 111862 members 
Mstep: Class 11 contains 129878 members 
Mstep: Class 12 contains 41961 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157717 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 43157 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 93484 members 
Mstep: Class 22 contains 33459 members 
Mstep: Class 23 contains 39702 members 
Mstep: Class 24 contains 627 members 
Mstep: Class 25 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147067152.000000 Penalty: 86006.992188
Iteration 120F: 26 clusters Score -1.470672e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 80393 members 
Mstep: Class 4 contains 161837 members 
Mstep: Class 5 contains 61260 members 
Mstep: Class 6 contains 12422 members 
Mstep: Class 7 contains 36668 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111855 members 
Mstep: Class 11 contains 129593 members 
Mstep: Class 12 contains 41983 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157659 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25927 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 43155 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13078 members 
Mstep: Class 21 contains 93612 members 
Mstep: Class 22 contains 33435 members 
Mstep: Class 23 contains 39782 members 
Mstep: Class 24 contains 626 members 
Mstep: Class 25 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147067344.000000 Penalty: 86006.992188
Iteration 121Q: 26 clusters Score -1.470673e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 80513 members 
Mstep: Class 4 contains 161851 members 
Mstep: Class 5 contains 61239 members 
Mstep: Class 6 contains 12425 members 
Mstep: Class 7 contains 36690 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111845 members 
Mstep: Class 11 contains 129292 members 
Mstep: Class 12 contains 41993 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157599 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25933 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 43159 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13092 members 
Mstep: Class 21 contains 93750 members 
Mstep: Class 22 contains 33416 members 
Mstep: Class 23 contains 39866 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147067424.000000 Penalty: 86006.992188
Iteration 122Q: 26 clusters Score -1.470674e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 80603 members 
Mstep: Class 4 contains 161884 members 
Mstep: Class 5 contains 61237 members 
Mstep: Class 6 contains 12431 members 
Mstep: Class 7 contains 36697 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111846 members 
Mstep: Class 11 contains 129000 members 
Mstep: Class 12 contains 41993 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157536 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25939 members 
Mstep: Class 17 contains 2745 members 
Mstep: Class 18 contains 43160 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13098 members 
Mstep: Class 21 contains 93896 members 
Mstep: Class 22 contains 33403 members 
Mstep: Class 23 contains 39944 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147067968.000000 Penalty: 86006.992188
Iteration 123Q: 26 clusters Score -1.47068e+08 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 80669 members 
Mstep: Class 4 contains 161952 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 12450 members 
Mstep: Class 7 contains 36701 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111824 members 
Mstep: Class 11 contains 128737 members 
Mstep: Class 12 contains 41989 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157514 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25948 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 43152 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13109 members 
Mstep: Class 21 contains 94032 members 
Mstep: Class 22 contains 33375 members 
Mstep: Class 23 contains 40005 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147067968.000000 Penalty: 86006.992188
Iteration 124Q: 26 clusters Score -1.47068e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 80730 members 
Mstep: Class 4 contains 161968 members 
Mstep: Class 5 contains 61211 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 36726 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111826 members 
Mstep: Class 11 contains 128452 members 
Mstep: Class 12 contains 42015 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157516 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25941 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 43135 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13105 members 
Mstep: Class 21 contains 94180 members 
Mstep: Class 22 contains 33371 members 
Mstep: Class 23 contains 40057 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068016.000000 Penalty: 86006.992188
Iteration 125Q: 26 clusters Score -1.47068e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 80789 members 
Mstep: Class 4 contains 161987 members 
Mstep: Class 5 contains 61187 members 
Mstep: Class 6 contains 12470 members 
Mstep: Class 7 contains 36749 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111845 members 
Mstep: Class 11 contains 128180 members 
Mstep: Class 12 contains 42007 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157524 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25935 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 43125 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13103 members 
Mstep: Class 21 contains 94327 members 
Mstep: Class 22 contains 33361 members 
Mstep: Class 23 contains 40113 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068144.000000 Penalty: 86006.992188
Iteration 126Q: 26 clusters Score -1.470681e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 80879 members 
Mstep: Class 4 contains 162003 members 
Mstep: Class 5 contains 61161 members 
Mstep: Class 6 contains 12472 members 
Mstep: Class 7 contains 36770 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111838 members 
Mstep: Class 11 contains 127902 members 
Mstep: Class 12 contains 42015 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157482 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25930 members 
Mstep: Class 17 contains 2753 members 
Mstep: Class 18 contains 43124 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 94516 members 
Mstep: Class 22 contains 33344 members 
Mstep: Class 23 contains 40176 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147067984.000000 Penalty: 86006.992188
Iteration 127Q: 26 clusters Score -1.47068e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 80957 members 
Mstep: Class 4 contains 162033 members 
Mstep: Class 5 contains 61146 members 
Mstep: Class 6 contains 12475 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111844 members 
Mstep: Class 11 contains 127604 members 
Mstep: Class 12 contains 42010 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157433 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25926 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 43144 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 94684 members 
Mstep: Class 22 contains 33338 members 
Mstep: Class 23 contains 40240 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068112.000000 Penalty: 86006.992188
Iteration 128Q: 26 clusters Score -1.470681e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 81033 members 
Mstep: Class 4 contains 162075 members 
Mstep: Class 5 contains 61128 members 
Mstep: Class 6 contains 12470 members 
Mstep: Class 7 contains 36806 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111858 members 
Mstep: Class 11 contains 127300 members 
Mstep: Class 12 contains 42005 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157398 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25923 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 43147 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13062 members 
Mstep: Class 21 contains 94874 members 
Mstep: Class 22 contains 33330 members 
Mstep: Class 23 contains 40296 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068208.000000 Penalty: 86006.992188
Iteration 129Q: 26 clusters Score -1.470682e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 81123 members 
Mstep: Class 4 contains 162119 members 
Mstep: Class 5 contains 61102 members 
Mstep: Class 6 contains 12464 members 
Mstep: Class 7 contains 36812 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111865 members 
Mstep: Class 11 contains 126948 members 
Mstep: Class 12 contains 42014 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157400 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25923 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 43139 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13053 members 
Mstep: Class 21 contains 95095 members 
Mstep: Class 22 contains 33317 members 
Mstep: Class 23 contains 40336 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068288.000000 Penalty: 86006.992188
Iteration 130Q: 26 clusters Score -1.470683e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 81229 members 
Mstep: Class 4 contains 162192 members 
Mstep: Class 5 contains 61086 members 
Mstep: Class 6 contains 12458 members 
Mstep: Class 7 contains 36820 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111873 members 
Mstep: Class 11 contains 126550 members 
Mstep: Class 12 contains 42024 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157354 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25920 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 43126 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13043 members 
Mstep: Class 21 contains 95344 members 
Mstep: Class 22 contains 33314 members 
Mstep: Class 23 contains 40384 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068480.000000 Penalty: 86006.992188
Iteration 131Q: 26 clusters Score -1.470685e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 81325 members 
Mstep: Class 4 contains 162236 members 
Mstep: Class 5 contains 61070 members 
Mstep: Class 6 contains 12466 members 
Mstep: Class 7 contains 36833 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111891 members 
Mstep: Class 11 contains 126145 members 
Mstep: Class 12 contains 42027 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157336 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25919 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 43117 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 95582 members 
Mstep: Class 22 contains 33293 members 
Mstep: Class 23 contains 40445 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068560.000000 Penalty: 86006.992188
Iteration 132Q: 26 clusters Score -1.470686e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 81411 members 
Mstep: Class 4 contains 162279 members 
Mstep: Class 5 contains 61063 members 
Mstep: Class 6 contains 12466 members 
Mstep: Class 7 contains 36857 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111888 members 
Mstep: Class 11 contains 125755 members 
Mstep: Class 12 contains 42029 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157285 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25932 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 43120 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 95842 members 
Mstep: Class 22 contains 33276 members 
Mstep: Class 23 contains 40494 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068480.000000 Penalty: 86006.992188
Iteration 133Q: 26 clusters Score -1.470685e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 81491 members 
Mstep: Class 4 contains 162333 members 
Mstep: Class 5 contains 61066 members 
Mstep: Class 6 contains 12467 members 
Mstep: Class 7 contains 36869 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111888 members 
Mstep: Class 11 contains 125390 members 
Mstep: Class 12 contains 42036 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157203 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25942 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 43113 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 96097 members 
Mstep: Class 22 contains 33276 members 
Mstep: Class 23 contains 40533 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068256.000000 Penalty: 86006.992188
Iteration 134Q: 26 clusters Score -1.470683e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 81556 members 
Mstep: Class 4 contains 162397 members 
Mstep: Class 5 contains 61061 members 
Mstep: Class 6 contains 12459 members 
Mstep: Class 7 contains 36873 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111903 members 
Mstep: Class 11 contains 125018 members 
Mstep: Class 12 contains 42037 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157136 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25951 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 43098 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13046 members 
Mstep: Class 21 contains 96355 members 
Mstep: Class 22 contains 33272 members 
Mstep: Class 23 contains 40582 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068736.000000 Penalty: 86006.992188
Iteration 135Q: 26 clusters Score -1.470687e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 81634 members 
Mstep: Class 4 contains 162438 members 
Mstep: Class 5 contains 61041 members 
Mstep: Class 6 contains 12459 members 
Mstep: Class 7 contains 36879 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111936 members 
Mstep: Class 11 contains 124622 members 
Mstep: Class 12 contains 42042 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157073 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25964 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 43087 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13056 members 
Mstep: Class 21 contains 96619 members 
Mstep: Class 22 contains 33282 members 
Mstep: Class 23 contains 40624 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068736.000000 Penalty: 86006.992188
Iteration 136Q: 26 clusters Score -1.470687e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 81678 members 
Mstep: Class 4 contains 162424 members 
Mstep: Class 5 contains 61011 members 
Mstep: Class 6 contains 12459 members 
Mstep: Class 7 contains 36884 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111987 members 
Mstep: Class 11 contains 124234 members 
Mstep: Class 12 contains 42058 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157061 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25973 members 
Mstep: Class 17 contains 2774 members 
Mstep: Class 18 contains 43075 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13066 members 
Mstep: Class 21 contains 96883 members 
Mstep: Class 22 contains 33292 members 
Mstep: Class 23 contains 40675 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068880.000000 Penalty: 86006.992188
Iteration 137Q: 26 clusters Score -1.470689e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 81750 members 
Mstep: Class 4 contains 162423 members 
Mstep: Class 5 contains 60978 members 
Mstep: Class 6 contains 12462 members 
Mstep: Class 7 contains 36887 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112019 members 
Mstep: Class 11 contains 123835 members 
Mstep: Class 12 contains 42063 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157037 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25978 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 43077 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 97164 members 
Mstep: Class 22 contains 33296 members 
Mstep: Class 23 contains 40725 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068800.000000 Penalty: 86006.992188
Iteration 138Q: 26 clusters Score -1.470688e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 81823 members 
Mstep: Class 4 contains 162397 members 
Mstep: Class 5 contains 60953 members 
Mstep: Class 6 contains 12449 members 
Mstep: Class 7 contains 36881 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112026 members 
Mstep: Class 11 contains 123448 members 
Mstep: Class 12 contains 42061 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157068 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25973 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 43082 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 97466 members 
Mstep: Class 22 contains 33300 members 
Mstep: Class 23 contains 40763 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068912.000000 Penalty: 86006.992188
Iteration 139Q: 26 clusters Score -1.470689e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 81875 members 
Mstep: Class 4 contains 162375 members 
Mstep: Class 5 contains 60930 members 
Mstep: Class 6 contains 12454 members 
Mstep: Class 7 contains 36867 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112047 members 
Mstep: Class 11 contains 123056 members 
Mstep: Class 12 contains 42065 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157098 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25972 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 43082 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13093 members 
Mstep: Class 21 contains 97751 members 
Mstep: Class 22 contains 33297 members 
Mstep: Class 23 contains 40803 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 140F: 26 clusters Score -1.470689e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 81921 members 
Mstep: Class 4 contains 162363 members 
Mstep: Class 5 contains 60926 members 
Mstep: Class 6 contains 12453 members 
Mstep: Class 7 contains 36855 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112051 members 
Mstep: Class 11 contains 122675 members 
Mstep: Class 12 contains 42074 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157150 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25972 members 
Mstep: Class 17 contains 2781 members 
Mstep: Class 18 contains 43080 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13094 members 
Mstep: Class 21 contains 98021 members 
Mstep: Class 22 contains 33294 members 
Mstep: Class 23 contains 40833 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068784.000000 Penalty: 86006.992188
Iteration 141Q: 26 clusters Score -1.470688e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 81970 members 
Mstep: Class 4 contains 162341 members 
Mstep: Class 5 contains 60924 members 
Mstep: Class 6 contains 12468 members 
Mstep: Class 7 contains 36848 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112048 members 
Mstep: Class 11 contains 122289 members 
Mstep: Class 12 contains 42086 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157190 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25971 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 43078 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13093 members 
Mstep: Class 21 contains 98308 members 
Mstep: Class 22 contains 33290 members 
Mstep: Class 23 contains 40864 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068928.000000 Penalty: 86006.992188
Iteration 142Q: 26 clusters Score -1.470689e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 82018 members 
Mstep: Class 4 contains 162307 members 
Mstep: Class 5 contains 60920 members 
Mstep: Class 6 contains 12481 members 
Mstep: Class 7 contains 36836 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112040 members 
Mstep: Class 11 contains 121883 members 
Mstep: Class 12 contains 42095 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157252 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25977 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 18 contains 43068 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13092 members 
Mstep: Class 21 contains 98620 members 
Mstep: Class 22 contains 33293 members 
Mstep: Class 23 contains 40890 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068912.000000 Penalty: 86006.992188
Iteration 143Q: 26 clusters Score -1.470689e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 82086 members 
Mstep: Class 4 contains 162346 members 
Mstep: Class 5 contains 60906 members 
Mstep: Class 6 contains 12493 members 
Mstep: Class 7 contains 36816 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112047 members 
Mstep: Class 11 contains 121443 members 
Mstep: Class 12 contains 42096 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157288 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25981 members 
Mstep: Class 17 contains 2796 members 
Mstep: Class 18 contains 43049 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13098 members 
Mstep: Class 21 contains 98926 members 
Mstep: Class 22 contains 33285 members 
Mstep: Class 23 contains 40907 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069296.000000 Penalty: 86006.992188
Iteration 144Q: 26 clusters Score -1.470693e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 82143 members 
Mstep: Class 4 contains 162338 members 
Mstep: Class 5 contains 60902 members 
Mstep: Class 6 contains 12498 members 
Mstep: Class 7 contains 36796 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112066 members 
Mstep: Class 11 contains 121048 members 
Mstep: Class 12 contains 42098 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157323 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25997 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 43032 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13087 members 
Mstep: Class 21 contains 99216 members 
Mstep: Class 22 contains 33286 members 
Mstep: Class 23 contains 40937 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069456.000000 Penalty: 86006.992188
Iteration 145Q: 26 clusters Score -1.470695e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 82192 members 
Mstep: Class 4 contains 162353 members 
Mstep: Class 5 contains 60885 members 
Mstep: Class 6 contains 12507 members 
Mstep: Class 7 contains 36779 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112086 members 
Mstep: Class 11 contains 120683 members 
Mstep: Class 12 contains 42099 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157314 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 25998 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 43022 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13079 members 
Mstep: Class 21 contains 99513 members 
Mstep: Class 22 contains 33287 members 
Mstep: Class 23 contains 40970 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069456.000000 Penalty: 86006.992188
Iteration 146Q: 26 clusters Score -1.470695e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 82240 members 
Mstep: Class 4 contains 162354 members 
Mstep: Class 5 contains 60886 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 36761 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112095 members 
Mstep: Class 11 contains 120317 members 
Mstep: Class 12 contains 42106 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157335 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26005 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 18 contains 43008 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13074 members 
Mstep: Class 21 contains 99787 members 
Mstep: Class 22 contains 33272 members 
Mstep: Class 23 contains 41004 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069600.000000 Penalty: 86006.992188
Iteration 147Q: 26 clusters Score -1.470696e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 82281 members 
Mstep: Class 4 contains 162344 members 
Mstep: Class 5 contains 60874 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 36743 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112115 members 
Mstep: Class 11 contains 119981 members 
Mstep: Class 12 contains 42105 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157370 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26006 members 
Mstep: Class 17 contains 2813 members 
Mstep: Class 18 contains 43009 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 100059 members 
Mstep: Class 22 contains 33269 members 
Mstep: Class 23 contains 41034 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069600.000000 Penalty: 86006.992188
Iteration 148Q: 26 clusters Score -1.470696e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 82315 members 
Mstep: Class 4 contains 162299 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 12524 members 
Mstep: Class 7 contains 36723 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112131 members 
Mstep: Class 11 contains 119655 members 
Mstep: Class 12 contains 42097 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157465 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26004 members 
Mstep: Class 17 contains 2817 members 
Mstep: Class 18 contains 43003 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 100308 members 
Mstep: Class 22 contains 33264 members 
Mstep: Class 23 contains 41063 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069520.000000 Penalty: 86006.992188
Iteration 149Q: 26 clusters Score -1.470695e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 82356 members 
Mstep: Class 4 contains 162262 members 
Mstep: Class 5 contains 60843 members 
Mstep: Class 6 contains 12526 members 
Mstep: Class 7 contains 36707 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112157 members 
Mstep: Class 11 contains 119320 members 
Mstep: Class 12 contains 42087 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157553 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26011 members 
Mstep: Class 17 contains 2824 members 
Mstep: Class 18 contains 42992 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13053 members 
Mstep: Class 21 contains 100529 members 
Mstep: Class 22 contains 33255 members 
Mstep: Class 23 contains 41103 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069744.000000 Penalty: 86006.992188
Iteration 150Q: 26 clusters Score -1.470697e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 82386 members 
Mstep: Class 4 contains 162216 members 
Mstep: Class 5 contains 60833 members 
Mstep: Class 6 contains 12527 members 
Mstep: Class 7 contains 36683 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112170 members 
Mstep: Class 11 contains 118974 members 
Mstep: Class 12 contains 42081 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157659 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26027 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 42985 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13053 members 
Mstep: Class 21 contains 100768 members 
Mstep: Class 22 contains 33243 members 
Mstep: Class 23 contains 41144 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069808.000000 Penalty: 86006.992188
Iteration 151Q: 26 clusters Score -1.470698e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 82415 members 
Mstep: Class 4 contains 162182 members 
Mstep: Class 5 contains 60810 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 36662 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112165 members 
Mstep: Class 11 contains 118666 members 
Mstep: Class 12 contains 42075 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157754 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26041 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 18 contains 42976 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13046 members 
Mstep: Class 21 contains 101016 members 
Mstep: Class 22 contains 33239 members 
Mstep: Class 23 contains 41176 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069744.000000 Penalty: 86006.992188
Iteration 152Q: 26 clusters Score -1.470697e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 82458 members 
Mstep: Class 4 contains 162135 members 
Mstep: Class 5 contains 60787 members 
Mstep: Class 6 contains 12523 members 
Mstep: Class 7 contains 36652 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112159 members 
Mstep: Class 11 contains 118323 members 
Mstep: Class 12 contains 42072 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157882 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26064 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 42964 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13041 members 
Mstep: Class 21 contains 101257 members 
Mstep: Class 22 contains 33231 members 
Mstep: Class 23 contains 41201 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069968.000000 Penalty: 86006.992188
Iteration 153Q: 26 clusters Score -1.4707e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 82502 members 
Mstep: Class 4 contains 162091 members 
Mstep: Class 5 contains 60774 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 36634 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112152 members 
Mstep: Class 11 contains 117982 members 
Mstep: Class 12 contains 42075 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 157987 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26077 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 42954 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 101513 members 
Mstep: Class 22 contains 33235 members 
Mstep: Class 23 contains 41215 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147070064.000000 Penalty: 86006.992188
Iteration 154Q: 26 clusters Score -1.470701e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82522 members 
Mstep: Class 4 contains 162076 members 
Mstep: Class 5 contains 60758 members 
Mstep: Class 6 contains 12532 members 
Mstep: Class 7 contains 36624 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112157 members 
Mstep: Class 11 contains 117653 members 
Mstep: Class 12 contains 42075 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158061 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26099 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 42933 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13028 members 
Mstep: Class 21 contains 101764 members 
Mstep: Class 22 contains 33230 members 
Mstep: Class 23 contains 41240 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069984.000000 Penalty: 86006.992188
Iteration 155Q: 26 clusters Score -1.4707e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82559 members 
Mstep: Class 4 contains 162029 members 
Mstep: Class 5 contains 60730 members 
Mstep: Class 6 contains 12550 members 
Mstep: Class 7 contains 36614 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112175 members 
Mstep: Class 11 contains 117337 members 
Mstep: Class 12 contains 42062 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158129 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26117 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 42915 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13020 members 
Mstep: Class 21 contains 102029 members 
Mstep: Class 22 contains 33225 members 
Mstep: Class 23 contains 41268 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069904.000000 Penalty: 86006.992188
Iteration 156Q: 26 clusters Score -1.470699e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82610 members 
Mstep: Class 4 contains 161977 members 
Mstep: Class 5 contains 60721 members 
Mstep: Class 6 contains 12553 members 
Mstep: Class 7 contains 36589 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112191 members 
Mstep: Class 11 contains 117040 members 
Mstep: Class 12 contains 42053 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158180 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26125 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 42904 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13012 members 
Mstep: Class 21 contains 102287 members 
Mstep: Class 22 contains 33221 members 
Mstep: Class 23 contains 41298 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069888.000000 Penalty: 86006.992188
Iteration 157Q: 26 clusters Score -1.470699e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82636 members 
Mstep: Class 4 contains 161945 members 
Mstep: Class 5 contains 60721 members 
Mstep: Class 6 contains 12556 members 
Mstep: Class 7 contains 36576 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112210 members 
Mstep: Class 11 contains 116730 members 
Mstep: Class 12 contains 42035 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158210 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26133 members 
Mstep: Class 17 contains 2832 members 
Mstep: Class 18 contains 42895 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13007 members 
Mstep: Class 21 contains 102562 members 
Mstep: Class 22 contains 33221 members 
Mstep: Class 23 contains 41327 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069808.000000 Penalty: 86006.992188
Iteration 158Q: 26 clusters Score -1.470698e+08 nChanged 1181
Entering ConstructFrom: 
Score: -147069808.000000 Penalty: 86006.992188
Entering ConstructFrom: 
Trying to split cluster 1 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -621186.187500 Penalty: 2088.001221
	Iteration 0F: 2 clusters Score -621186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -616981.000000 Penalty: 4176.002441
	Iteration 0F: 3 clusters Score -616981 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -617922.937500 Penalty: 4176.002441
	Iteration 1F: 3 clusters Score -617922.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -618159.937500 Penalty: 4176.002441
	Iteration 2F: 3 clusters Score -618159.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -618298.250000 Penalty: 4176.002441
	Iteration 3F: 3 clusters Score -618298.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -618411.125000 Penalty: 4176.002441
	Iteration 4Q: 3 clusters Score -618411.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -618507.125000 Penalty: 4176.002441
	Iteration 5Q: 3 clusters Score -618507.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -618589.687500 Penalty: 4176.002441
	Iteration 6Q: 3 clusters Score -618589.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -618662.375000 Penalty: 4176.002441
	Iteration 7Q: 3 clusters Score -618662.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -618724.625000 Penalty: 4176.002441
	Iteration 8Q: 3 clusters Score -618724.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -618774.812500 Penalty: 4176.002441
	Iteration 9Q: 3 clusters Score -618774.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -618814.875000 Penalty: 4176.002441
	Iteration 10Q: 3 clusters Score -618814.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -618861.000000 Penalty: 4176.002441
	Iteration 11Q: 3 clusters Score -618861 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -618917.562500 Penalty: 4176.002441
	Iteration 12Q: 3 clusters Score -618917.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -618979.062500 Penalty: 4176.002441
	Iteration 13Q: 3 clusters Score -618979.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -619030.500000 Penalty: 4176.002441
	Iteration 14Q: 3 clusters Score -619030.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -619086.500000 Penalty: 4176.002441
	Iteration 15Q: 3 clusters Score -619086.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -619120.875000 Penalty: 4176.002441
	Iteration 16Q: 3 clusters Score -619120.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -619152.437500 Penalty: 4176.002441
	Iteration 17Q: 3 clusters Score -619152.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -619185.312500 Penalty: 4176.002441
	Iteration 18Q: 3 clusters Score -619185.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -619215.000000 Penalty: 4176.002441
	Iteration 19Q: 3 clusters Score -619215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -619247.562500 Penalty: 4176.002441
	Iteration 20F: 3 clusters Score -619247.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -619273.625000 Penalty: 4176.002441
	Iteration 21Q: 3 clusters Score -619273.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -619302.125000 Penalty: 4176.002441
	Iteration 22Q: 3 clusters Score -619302.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -619326.625000 Penalty: 4176.002441
	Iteration 23Q: 3 clusters Score -619326.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -619343.750000 Penalty: 4176.002441
	Iteration 24Q: 3 clusters Score -619343.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -619360.375000 Penalty: 4176.002441
	Iteration 25Q: 3 clusters Score -619360.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -619376.500000 Penalty: 4176.002441
	Iteration 26Q: 3 clusters Score -619376.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -619392.000000 Penalty: 4176.002441
	Iteration 27Q: 3 clusters Score -619392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -619415.312500 Penalty: 4176.002441
	Iteration 28Q: 3 clusters Score -619415.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -619427.062500 Penalty: 4176.002441
	Iteration 29Q: 3 clusters Score -619427.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -619434.625000 Penalty: 4176.002441
	Iteration 30Q: 3 clusters Score -619434.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -619443.000000 Penalty: 4176.002441
	Iteration 31Q: 3 clusters Score -619443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -619449.625000 Penalty: 4176.002441
	Iteration 32Q: 3 clusters Score -619449.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -619456.062500 Penalty: 4176.002441
	Iteration 33Q: 3 clusters Score -619456.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -619462.937500 Penalty: 4176.002441
	Iteration 34Q: 3 clusters Score -619462.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -619470.687500 Penalty: 4176.002441
	Iteration 35Q: 3 clusters Score -619470.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -619482.062500 Penalty: 4176.002441
	Iteration 36Q: 3 clusters Score -619482.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -619497.625000 Penalty: 4176.002441
	Iteration 37Q: 3 clusters Score -619497.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -619509.187500 Penalty: 4176.002441
	Iteration 38Q: 3 clusters Score -619509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -619513.250000 Penalty: 4176.002441
	Iteration 39Q: 3 clusters Score -619513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -619516.750000 Penalty: 4176.002441
	Iteration 40F: 3 clusters Score -619516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -619518.000000 Penalty: 4176.002441
	Iteration 41Q: 3 clusters Score -619518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -619519.500000 Penalty: 4176.002441
	Iteration 42Q: 3 clusters Score -619519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -619519.500000 Penalty: 4176.002441
	Iteration 43F: 3 clusters Score -619519.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -147123.625000 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -147123.6 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 498 members 
Entering Unmasked Estep 
Score: -145149.234375 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -145149.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -145418.500000 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -145418.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -145492.250000 Penalty: 3450.446533
	Iteration 2Q: 3 clusters Score -145492.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -145544.921875 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -145544.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -145577.906250 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -145577.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -145594.937500 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -145594.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -145610.500000 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -145610.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -145616.015625 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -145616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -145619.656250 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -145619.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -145620.421875 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -145620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -145622.875000 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -145622.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -145622.875000 Penalty: 3450.446533
	Iteration 11F: 3 clusters Score -145622.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Entering Unmasked Estep 
Score: -11761215.000000 Penalty: 2807.986572
	Iteration 0F: 2 clusters Score -1.176122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -11705725.000000 Penalty: 5615.973145
	Iteration 0F: 3 clusters Score -1.170572e+07 nChanged 38788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -11728122.000000 Penalty: 5615.973145
	Iteration 1F: 3 clusters Score -1.172812e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -11728968.000000 Penalty: 5615.973145
	Iteration 2Q: 3 clusters Score -1.172897e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -11729864.000000 Penalty: 5615.973145
	Iteration 3Q: 3 clusters Score -1.172986e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -11731111.000000 Penalty: 5615.973145
	Iteration 4Q: 3 clusters Score -1.173111e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -11732724.000000 Penalty: 5615.973145
	Iteration 5Q: 3 clusters Score -1.173272e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -11735394.000000 Penalty: 5615.973145
	Iteration 6F: 3 clusters Score -1.173539e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -11739175.000000 Penalty: 5615.973145
	Iteration 7F: 3 clusters Score -1.173918e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -11743893.000000 Penalty: 5615.973145
	Iteration 8F: 3 clusters Score -1.174389e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -11748155.000000 Penalty: 5615.973145
	Iteration 9F: 3 clusters Score -1.174816e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -11750526.000000 Penalty: 5615.973145
	Iteration 10Q: 3 clusters Score -1.175053e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -11751499.000000 Penalty: 5615.973145
	Iteration 11Q: 3 clusters Score -1.17515e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -11752004.000000 Penalty: 5615.973145
	Iteration 12Q: 3 clusters Score -1.1752e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -11752411.000000 Penalty: 5615.973145
	Iteration 13Q: 3 clusters Score -1.175241e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -11752887.000000 Penalty: 5615.973145
	Iteration 14Q: 3 clusters Score -1.175289e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -11753292.000000 Penalty: 5615.973145
	Iteration 15Q: 3 clusters Score -1.175329e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 67768 members 
Entering Unmasked Estep 
Score: -11753740.000000 Penalty: 5615.973145
	Iteration 16Q: 3 clusters Score -1.175374e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -11754144.000000 Penalty: 5615.973145
	Iteration 17Q: 3 clusters Score -1.175414e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -11754534.000000 Penalty: 5615.973145
	Iteration 18Q: 3 clusters Score -1.175453e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -11754902.000000 Penalty: 5615.973145
	Iteration 19Q: 3 clusters Score -1.17549e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -11755294.000000 Penalty: 5615.973145
	Iteration 20F: 3 clusters Score -1.175529e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 72966 members 
Entering Unmasked Estep 
Score: -11755661.000000 Penalty: 5615.973145
	Iteration 21Q: 3 clusters Score -1.175566e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -11756017.000000 Penalty: 5615.973145
	Iteration 22Q: 3 clusters Score -1.175602e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 74728 members 
Entering Unmasked Estep 
Score: -11756335.000000 Penalty: 5615.973145
	Iteration 23Q: 3 clusters Score -1.175634e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -11756586.000000 Penalty: 5615.973145
	Iteration 24Q: 3 clusters Score -1.175659e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 76229 members 
Entering Unmasked Estep 
Score: -11756958.000000 Penalty: 5615.973145
	Iteration 25Q: 3 clusters Score -1.175696e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 76851 members 
Entering Unmasked Estep 
Score: -11757197.000000 Penalty: 5615.973145
	Iteration 26Q: 3 clusters Score -1.17572e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -11757429.000000 Penalty: 5615.973145
	Iteration 27Q: 3 clusters Score -1.175743e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -11757630.000000 Penalty: 5615.973145
	Iteration 28Q: 3 clusters Score -1.175763e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -11757737.000000 Penalty: 5615.973145
	Iteration 29Q: 3 clusters Score -1.175774e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -11757928.000000 Penalty: 5615.973145
	Iteration 30Q: 3 clusters Score -1.175793e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -11758071.000000 Penalty: 5615.973145
	Iteration 31Q: 3 clusters Score -1.175807e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 79319 members 
Entering Unmasked Estep 
Score: -11758199.000000 Penalty: 5615.973145
	Iteration 32Q: 3 clusters Score -1.17582e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -11758261.000000 Penalty: 5615.973145
	Iteration 33Q: 3 clusters Score -1.175826e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 79844 members 
Entering Unmasked Estep 
Score: -11758344.000000 Penalty: 5615.973145
	Iteration 34Q: 3 clusters Score -1.175834e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -11758394.000000 Penalty: 5615.973145
	Iteration 35Q: 3 clusters Score -1.175839e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -11758467.000000 Penalty: 5615.973145
	Iteration 36Q: 3 clusters Score -1.175847e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -11758530.000000 Penalty: 5615.973145
	Iteration 37Q: 3 clusters Score -1.175853e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -11758556.000000 Penalty: 5615.973145
	Iteration 38Q: 3 clusters Score -1.175856e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -11758597.000000 Penalty: 5615.973145
	Iteration 39Q: 3 clusters Score -1.17586e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -11758643.000000 Penalty: 5615.973145
	Iteration 40F: 3 clusters Score -1.175864e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -11758653.000000 Penalty: 5615.973145
	Iteration 41Q: 3 clusters Score -1.175865e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -11758672.000000 Penalty: 5615.973145
	Iteration 42Q: 3 clusters Score -1.175867e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -11758698.000000 Penalty: 5615.973145
	Iteration 43Q: 3 clusters Score -1.17587e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 81011 members 
Entering Unmasked Estep 
Score: -11758710.000000 Penalty: 5615.973145
	Iteration 44Q: 3 clusters Score -1.175871e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 81054 members 
Entering Unmasked Estep 
Score: -11758723.000000 Penalty: 5615.973145
	Iteration 45Q: 3 clusters Score -1.175872e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -11758734.000000 Penalty: 5615.973145
	Iteration 46Q: 3 clusters Score -1.175873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -11758737.000000 Penalty: 5615.973145
	Iteration 47Q: 3 clusters Score -1.175874e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -11758750.000000 Penalty: 5615.973145
	Iteration 48Q: 3 clusters Score -1.175875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -11758754.000000 Penalty: 5615.973145
	Iteration 49Q: 3 clusters Score -1.175875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 81180 members 
Entering Unmasked Estep 
Score: -11758767.000000 Penalty: 5615.973145
	Iteration 50Q: 3 clusters Score -1.175877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -11758766.000000 Penalty: 5615.973145
	Iteration 51Q: 3 clusters Score -1.175877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -11758763.000000 Penalty: 5615.973145
	Iteration 52Q: 3 clusters Score -1.175876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -11758765.000000 Penalty: 5615.973145
	Iteration 53Q: 3 clusters Score -1.175876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 81223 members 
Entering Unmasked Estep 
Score: -11758774.000000 Penalty: 5615.973145
	Iteration 54Q: 3 clusters Score -1.175877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -11758774.000000 Penalty: 5615.973145
	Iteration 55Q: 3 clusters Score -1.175877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -11758786.000000 Penalty: 5615.973145
	Iteration 56Q: 3 clusters Score -1.175879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -11758803.000000 Penalty: 5615.973145
	Iteration 57Q: 3 clusters Score -1.17588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 81259 members 
Entering Unmasked Estep 
Score: -11758798.000000 Penalty: 5615.973145
	Iteration 58Q: 3 clusters Score -1.17588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -11758790.000000 Penalty: 5615.973145
	Iteration 59Q: 3 clusters Score -1.175879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -11758804.000000 Penalty: 5615.973145
	Iteration 60F: 3 clusters Score -1.17588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 81290 members 
Entering Unmasked Estep 
Score: -11758800.000000 Penalty: 5615.973145
	Iteration 61Q: 3 clusters Score -1.17588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -11758814.000000 Penalty: 5615.973145
	Iteration 62Q: 3 clusters Score -1.175881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -11758798.000000 Penalty: 5615.973145
	Iteration 63Q: 3 clusters Score -1.17588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -11758806.000000 Penalty: 5615.973145
	Iteration 64Q: 3 clusters Score -1.175881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -11758815.000000 Penalty: 5615.973145
	Iteration 65Q: 3 clusters Score -1.175882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -11758816.000000 Penalty: 5615.973145
	Iteration 66Q: 3 clusters Score -1.175882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -11758819.000000 Penalty: 5615.973145
	Iteration 67Q: 3 clusters Score -1.175882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -11758818.000000 Penalty: 5615.973145
	Iteration 68Q: 3 clusters Score -1.175882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -11758815.000000 Penalty: 5615.973145
	Iteration 69Q: 3 clusters Score -1.175882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -11758825.000000 Penalty: 5615.973145
	Iteration 70Q: 3 clusters Score -1.175882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -11758830.000000 Penalty: 5615.973145
	Iteration 71Q: 3 clusters Score -1.175883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -11758839.000000 Penalty: 5615.973145
	Iteration 72Q: 3 clusters Score -1.175884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -11758841.000000 Penalty: 5615.973145
	Iteration 73Q: 3 clusters Score -1.175884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
Score: -11758837.000000 Penalty: 5615.973145
	Iteration 74Q: 3 clusters Score -1.175884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -11758847.000000 Penalty: 5615.973145
	Iteration 75Q: 3 clusters Score -1.175885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -11758837.000000 Penalty: 5615.973145
	Iteration 76Q: 3 clusters Score -1.175884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -11758848.000000 Penalty: 5615.973145
	Iteration 77Q: 3 clusters Score -1.175885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -11758853.000000 Penalty: 5615.973145
	Iteration 78Q: 3 clusters Score -1.175885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -11758853.000000 Penalty: 5615.973145
	Iteration 79F: 3 clusters Score -1.175885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161903 members 
Entering Unmasked Estep 
Score: -22724786.000000 Penalty: 2974.698730
	Iteration 0F: 2 clusters Score -2.272479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -22619306.000000 Penalty: 5949.397461
	Iteration 0F: 3 clusters Score -2.261931e+07 nChanged 77542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -22664456.000000 Penalty: 5949.397461
	Iteration 1F: 3 clusters Score -2.266446e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -22665274.000000 Penalty: 5949.397461
	Iteration 2Q: 3 clusters Score -2.266527e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 70857 members 
Entering Unmasked Estep 
Score: -22666758.000000 Penalty: 5949.397461
	Iteration 3Q: 3 clusters Score -2.266676e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96992 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -22669016.000000 Penalty: 5949.397461
	Iteration 4Q: 3 clusters Score -2.266902e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -22673596.000000 Penalty: 5949.397461
	Iteration 5F: 3 clusters Score -2.26736e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118488 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -22682950.000000 Penalty: 5949.397461
	Iteration 6F: 3 clusters Score -2.268295e+07 nChanged 15192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133640 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -22696686.000000 Penalty: 5949.397461
	Iteration 7F: 3 clusters Score -2.269669e+07 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147613 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -22710658.000000 Penalty: 5949.397461
	Iteration 8F: 3 clusters Score -2.271066e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156364 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -22718228.000000 Penalty: 5949.397461
	Iteration 9F: 3 clusters Score -2.271823e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159969 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -22720806.000000 Penalty: 5949.397461
	Iteration 10Q: 3 clusters Score -2.272081e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161048 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -22721518.000000 Penalty: 5949.397461
	Iteration 11Q: 3 clusters Score -2.272152e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161404 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22721876.000000 Penalty: 5949.397461
	Iteration 12Q: 3 clusters Score -2.272188e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161530 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -22722070.000000 Penalty: 5949.397461
	Iteration 13Q: 3 clusters Score -2.272207e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161578 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22722140.000000 Penalty: 5949.397461
	Iteration 14Q: 3 clusters Score -2.272214e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161596 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22722182.000000 Penalty: 5949.397461
	Iteration 15Q: 3 clusters Score -2.272218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161603 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22722192.000000 Penalty: 5949.397461
	Iteration 16Q: 3 clusters Score -2.272219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161608 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22722214.000000 Penalty: 5949.397461
	Iteration 17Q: 3 clusters Score -2.272221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161612 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22722218.000000 Penalty: 5949.397461
	Iteration 18Q: 3 clusters Score -2.272222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161616 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22722232.000000 Penalty: 5949.397461
	Iteration 19Q: 3 clusters Score -2.272223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161617 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22722238.000000 Penalty: 5949.397461
	Iteration 20F: 3 clusters Score -2.272224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161617 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22722248.000000 Penalty: 5949.397461
	Iteration 21Q: 3 clusters Score -2.272225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161619 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22722246.000000 Penalty: 5949.397461
	Iteration 22Q: 3 clusters Score -2.272225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161619 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22722252.000000 Penalty: 5949.397461
	Iteration 23Q: 3 clusters Score -2.272225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161620 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -22722248.000000 Penalty: 5949.397461
	Iteration 24Q: 3 clusters Score -2.272225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161619 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22722248.000000 Penalty: 5949.397461
	Iteration 25Q: 3 clusters Score -2.272225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161618 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22722236.000000 Penalty: 5949.397461
	Iteration 26Q: 3 clusters Score -2.272224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161617 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22722244.000000 Penalty: 5949.397461
	Iteration 27Q: 3 clusters Score -2.272224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161616 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22722242.000000 Penalty: 5949.397461
	Iteration 28Q: 3 clusters Score -2.272224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161616 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22722242.000000 Penalty: 5949.397461
	Iteration 29F: 3 clusters Score -2.272224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Entering Unmasked Estep 
Score: -8669426.000000 Penalty: 2731.462646
	Iteration 0F: 2 clusters Score -8669426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -8628601.000000 Penalty: 5462.925293
	Iteration 0F: 3 clusters Score -8628601 nChanged 28312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -8644109.000000 Penalty: 5462.925293
	Iteration 1F: 3 clusters Score -8644109 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -8644481.000000 Penalty: 5462.925293
	Iteration 2Q: 3 clusters Score -8644481 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -8644894.000000 Penalty: 5462.925293
	Iteration 3Q: 3 clusters Score -8644894 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -8645290.000000 Penalty: 5462.925293
	Iteration 4Q: 3 clusters Score -8645290 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -8645722.000000 Penalty: 5462.925293
	Iteration 5Q: 3 clusters Score -8645722 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -8646250.000000 Penalty: 5462.925293
	Iteration 6Q: 3 clusters Score -8646250 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -8646848.000000 Penalty: 5462.925293
	Iteration 7Q: 3 clusters Score -8646848 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -8647857.000000 Penalty: 5462.925293
	Iteration 8Q: 3 clusters Score -8647857 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -8649463.000000 Penalty: 5462.925293
	Iteration 9F: 3 clusters Score -8649463 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -8651997.000000 Penalty: 5462.925293
	Iteration 10F: 3 clusters Score -8651997 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -8655396.000000 Penalty: 5462.925293
	Iteration 11F: 3 clusters Score -8655396 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -8659144.000000 Penalty: 5462.925293
	Iteration 12F: 3 clusters Score -8659144 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -8662564.000000 Penalty: 5462.925293
	Iteration 13F: 3 clusters Score -8662564 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8664811.000000 Penalty: 5462.925293
	Iteration 14Q: 3 clusters Score -8664811 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8666019.000000 Penalty: 5462.925293
	Iteration 15Q: 3 clusters Score -8666019 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8666573.000000 Penalty: 5462.925293
	Iteration 16Q: 3 clusters Score -8666573 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60287 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8666802.000000 Penalty: 5462.925293
	Iteration 17Q: 3 clusters Score -8666802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8666915.000000 Penalty: 5462.925293
	Iteration 18Q: 3 clusters Score -8666915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8666985.000000 Penalty: 5462.925293
	Iteration 19Q: 3 clusters Score -8666985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8667007.000000 Penalty: 5462.925293
	Iteration 20F: 3 clusters Score -8667007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8667033.000000 Penalty: 5462.925293
	Iteration 21Q: 3 clusters Score -8667033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8667048.000000 Penalty: 5462.925293
	Iteration 22Q: 3 clusters Score -8667048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8667057.000000 Penalty: 5462.925293
	Iteration 23Q: 3 clusters Score -8667057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8667060.000000 Penalty: 5462.925293
	Iteration 24Q: 3 clusters Score -8667060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8667055.000000 Penalty: 5462.925293
	Iteration 25Q: 3 clusters Score -8667055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8667056.000000 Penalty: 5462.925293
	Iteration 26Q: 3 clusters Score -8667056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8667056.000000 Penalty: 5462.925293
	Iteration 27F: 3 clusters Score -8667056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Entering Unmasked Estep 
Score: -1771814.750000 Penalty: 2340.730957
	Iteration 0F: 2 clusters Score -1771815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1762513.000000 Penalty: 4681.461914
	Iteration 0F: 3 clusters Score -1762513 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1765407.250000 Penalty: 4681.461914
	Iteration 1F: 3 clusters Score -1765407 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1765914.375000 Penalty: 4681.461914
	Iteration 2F: 3 clusters Score -1765914 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1766375.125000 Penalty: 4681.461914
	Iteration 3F: 3 clusters Score -1766375 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1766810.500000 Penalty: 4681.461914
	Iteration 4F: 3 clusters Score -1766810 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1767248.250000 Penalty: 4681.461914
	Iteration 5F: 3 clusters Score -1767248 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1767679.500000 Penalty: 4681.461914
	Iteration 6F: 3 clusters Score -1767680 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1768140.750000 Penalty: 4681.461914
	Iteration 7F: 3 clusters Score -1768141 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1768624.000000 Penalty: 4681.461914
	Iteration 8F: 3 clusters Score -1768624 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1769115.000000 Penalty: 4681.461914
	Iteration 9Q: 3 clusters Score -1769115 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1769501.750000 Penalty: 4681.461914
	Iteration 10Q: 3 clusters Score -1769502 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1769772.875000 Penalty: 4681.461914
	Iteration 11Q: 3 clusters Score -1769773 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1769989.250000 Penalty: 4681.461914
	Iteration 12Q: 3 clusters Score -1769989 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1770108.625000 Penalty: 4681.461914
	Iteration 13Q: 3 clusters Score -1770109 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1770174.375000 Penalty: 4681.461914
	Iteration 14Q: 3 clusters Score -1770174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1770234.125000 Penalty: 4681.461914
	Iteration 15Q: 3 clusters Score -1770234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1770276.375000 Penalty: 4681.461914
	Iteration 16Q: 3 clusters Score -1770276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1770314.625000 Penalty: 4681.461914
	Iteration 17Q: 3 clusters Score -1770315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1770341.500000 Penalty: 4681.461914
	Iteration 18Q: 3 clusters Score -1770342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1770358.875000 Penalty: 4681.461914
	Iteration 19Q: 3 clusters Score -1770359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1770372.625000 Penalty: 4681.461914
	Iteration 20F: 3 clusters Score -1770373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1770377.875000 Penalty: 4681.461914
	Iteration 21Q: 3 clusters Score -1770378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1770383.500000 Penalty: 4681.461914
	Iteration 22Q: 3 clusters Score -1770384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1770386.000000 Penalty: 4681.461914
	Iteration 23Q: 3 clusters Score -1770386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1770391.875000 Penalty: 4681.461914
	Iteration 24Q: 3 clusters Score -1770392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1770400.500000 Penalty: 4681.461914
	Iteration 25Q: 3 clusters Score -1770400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1770406.500000 Penalty: 4681.461914
	Iteration 26Q: 3 clusters Score -1770406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1770419.250000 Penalty: 4681.461914
	Iteration 27Q: 3 clusters Score -1770419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1770427.875000 Penalty: 4681.461914
	Iteration 28Q: 3 clusters Score -1770428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1770440.000000 Penalty: 4681.461914
	Iteration 29Q: 3 clusters Score -1770440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1770442.500000 Penalty: 4681.461914
	Iteration 30Q: 3 clusters Score -1770442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1770446.500000 Penalty: 4681.461914
	Iteration 31Q: 3 clusters Score -1770446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1770446.000000 Penalty: 4681.461914
	Iteration 32Q: 3 clusters Score -1770446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1770446.250000 Penalty: 4681.461914
	Iteration 33Q: 3 clusters Score -1770446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1770446.625000 Penalty: 4681.461914
	Iteration 34Q: 3 clusters Score -1770447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1770446.625000 Penalty: 4681.461914
	Iteration 35F: 3 clusters Score -1770447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Entering Unmasked Estep 
Score: -5228221.500000 Penalty: 2605.636963
	Iteration 0F: 2 clusters Score -5228222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5203263.500000 Penalty: 5211.273926
	Iteration 0F: 3 clusters Score -5203264 nChanged 16596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -5212436.000000 Penalty: 5211.273926
	Iteration 1F: 3 clusters Score -5212436 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -5212963.500000 Penalty: 5211.273926
	Iteration 2Q: 3 clusters Score -5212964 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -5213447.500000 Penalty: 5211.273926
	Iteration 3Q: 3 clusters Score -5213448 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5214003.000000 Penalty: 5211.273926
	Iteration 4Q: 3 clusters Score -5214003 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -5214579.000000 Penalty: 5211.273926
	Iteration 5Q: 3 clusters Score -5214579 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -5215474.000000 Penalty: 5211.273926
	Iteration 6Q: 3 clusters Score -5215474 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -5216702.000000 Penalty: 5211.273926
	Iteration 7F: 3 clusters Score -5216702 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -5218285.500000 Penalty: 5211.273926
	Iteration 8F: 3 clusters Score -5218286 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -5220015.500000 Penalty: 5211.273926
	Iteration 9F: 3 clusters Score -5220016 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -5221638.000000 Penalty: 5211.273926
	Iteration 10F: 3 clusters Score -5221638 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -5222874.000000 Penalty: 5211.273926
	Iteration 11Q: 3 clusters Score -5222874 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -5223649.500000 Penalty: 5211.273926
	Iteration 12Q: 3 clusters Score -5223650 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -5224114.500000 Penalty: 5211.273926
	Iteration 13Q: 3 clusters Score -5224114 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -5224430.500000 Penalty: 5211.273926
	Iteration 14Q: 3 clusters Score -5224430 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -5224712.000000 Penalty: 5211.273926
	Iteration 15Q: 3 clusters Score -5224712 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -5224932.500000 Penalty: 5211.273926
	Iteration 16Q: 3 clusters Score -5224932 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -5225089.000000 Penalty: 5211.273926
	Iteration 17Q: 3 clusters Score -5225089 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -5225236.000000 Penalty: 5211.273926
	Iteration 18Q: 3 clusters Score -5225236 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -5225346.500000 Penalty: 5211.273926
	Iteration 19Q: 3 clusters Score -5225346 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -5225418.000000 Penalty: 5211.273926
	Iteration 20F: 3 clusters Score -5225418 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -5225477.000000 Penalty: 5211.273926
	Iteration 21Q: 3 clusters Score -5225477 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -5225543.000000 Penalty: 5211.273926
	Iteration 22Q: 3 clusters Score -5225543 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -5225602.000000 Penalty: 5211.273926
	Iteration 23Q: 3 clusters Score -5225602 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -5225651.500000 Penalty: 5211.273926
	Iteration 24Q: 3 clusters Score -5225652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -5225674.500000 Penalty: 5211.273926
	Iteration 25Q: 3 clusters Score -5225674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5225715.500000 Penalty: 5211.273926
	Iteration 26Q: 3 clusters Score -5225716 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -5225763.500000 Penalty: 5211.273926
	Iteration 27Q: 3 clusters Score -5225764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -5225766.500000 Penalty: 5211.273926
	Iteration 28Q: 3 clusters Score -5225766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -5225795.000000 Penalty: 5211.273926
	Iteration 29Q: 3 clusters Score -5225795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -5225809.500000 Penalty: 5211.273926
	Iteration 30Q: 3 clusters Score -5225810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -5225827.500000 Penalty: 5211.273926
	Iteration 31Q: 3 clusters Score -5225828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5225845.000000 Penalty: 5211.273926
	Iteration 32Q: 3 clusters Score -5225845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -5225850.500000 Penalty: 5211.273926
	Iteration 33Q: 3 clusters Score -5225850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -5225863.000000 Penalty: 5211.273926
	Iteration 34Q: 3 clusters Score -5225863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -5225872.000000 Penalty: 5211.273926
	Iteration 35Q: 3 clusters Score -5225872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -5225864.000000 Penalty: 5211.273926
	Iteration 36Q: 3 clusters Score -5225864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -5225860.500000 Penalty: 5211.273926
	Iteration 37Q: 3 clusters Score -5225860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -5225865.500000 Penalty: 5211.273926
	Iteration 38Q: 3 clusters Score -5225866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -5225863.500000 Penalty: 5211.273926
	Iteration 39Q: 3 clusters Score -5225864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -5225868.000000 Penalty: 5211.273926
	Iteration 40F: 3 clusters Score -5225868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -5225877.500000 Penalty: 5211.273926
	Iteration 41Q: 3 clusters Score -5225878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -5225878.500000 Penalty: 5211.273926
	Iteration 42Q: 3 clusters Score -5225878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -5225886.000000 Penalty: 5211.273926
	Iteration 43Q: 3 clusters Score -5225886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -5225889.000000 Penalty: 5211.273926
	Iteration 44Q: 3 clusters Score -5225889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -5225887.000000 Penalty: 5211.273926
	Iteration 45Q: 3 clusters Score -5225887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -5225889.000000 Penalty: 5211.273926
	Iteration 46Q: 3 clusters Score -5225889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -5225881.000000 Penalty: 5211.273926
	Iteration 47Q: 3 clusters Score -5225881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -5225891.500000 Penalty: 5211.273926
	Iteration 48Q: 3 clusters Score -5225892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -5225904.000000 Penalty: 5211.273926
	Iteration 49Q: 3 clusters Score -5225904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -5225907.000000 Penalty: 5211.273926
	Iteration 50Q: 3 clusters Score -5225907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -5225919.500000 Penalty: 5211.273926
	Iteration 51Q: 3 clusters Score -5225920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -5225917.500000 Penalty: 5211.273926
	Iteration 52Q: 3 clusters Score -5225918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -5225921.500000 Penalty: 5211.273926
	Iteration 53Q: 3 clusters Score -5225922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -5225918.000000 Penalty: 5211.273926
	Iteration 54Q: 3 clusters Score -5225918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -5225919.500000 Penalty: 5211.273926
	Iteration 55Q: 3 clusters Score -5225920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -5225921.000000 Penalty: 5211.273926
	Iteration 56Q: 3 clusters Score -5225921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5225922.500000 Penalty: 5211.273926
	Iteration 57Q: 3 clusters Score -5225922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -5225920.000000 Penalty: 5211.273926
	Iteration 58Q: 3 clusters Score -5225920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -5225924.000000 Penalty: 5211.273926
	Iteration 59Q: 3 clusters Score -5225924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -5225924.000000 Penalty: 5211.273926
	Iteration 60F: 3 clusters Score -5225924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -206643.234375 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -206643.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -204347.171875 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -204347.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -204753.281250 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -204753.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -204864.296875 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -204864.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -204960.046875 Penalty: 3622.706055
	Iteration 3Q: 3 clusters Score -204960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -205039.343750 Penalty: 3622.706055
	Iteration 4Q: 3 clusters Score -205039.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -205202.484375 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -205202.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -205364.125000 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -205364.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -205475.468750 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -205475.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -205551.859375 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -205551.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -205611.343750 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -205611.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -205653.953125 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -205654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -205685.093750 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -205685.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -205711.937500 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -205711.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -205733.062500 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -205733.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -205745.312500 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -205745.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -205763.593750 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -205763.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -205783.484375 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -205783.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -205805.937500 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -205805.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -205839.953125 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -205840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -205869.125000 Penalty: 3622.706055
	Iteration 19Q: 3 clusters Score -205869.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -205908.093750 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -205908.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -205937.296875 Penalty: 3622.706055
	Iteration 21Q: 3 clusters Score -205937.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -205963.531250 Penalty: 3622.706055
	Iteration 22Q: 3 clusters Score -205963.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -205972.687500 Penalty: 3622.706055
	Iteration 23Q: 3 clusters Score -205972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -205982.062500 Penalty: 3622.706055
	Iteration 24Q: 3 clusters Score -205982.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -205991.031250 Penalty: 3622.706055
	Iteration 25Q: 3 clusters Score -205991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -205999.656250 Penalty: 3622.706055
	Iteration 26Q: 3 clusters Score -205999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -206004.875000 Penalty: 3622.706055
	Iteration 27Q: 3 clusters Score -206004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -206007.578125 Penalty: 3622.706055
	Iteration 28Q: 3 clusters Score -206007.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -206007.578125 Penalty: 3622.706055
	Iteration 29F: 3 clusters Score -206007.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -21685.382812 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -21685.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20775.341797 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -20775.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20853.037109 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -20853.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20893.494141 Penalty: 2622.980469
	Iteration 2Q: 3 clusters Score -20893.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20900.027344 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -20900.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20902.632812 Penalty: 2622.980469
	Iteration 4Q: 3 clusters Score -20902.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20902.632812 Penalty: 2622.980469
	Iteration 5F: 3 clusters Score -20902.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (112245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112245 members 
Entering Unmasked Estep 
Score: -15934654.000000 Penalty: 2883.852783
	Iteration 0F: 2 clusters Score -1.593465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -15860645.000000 Penalty: 5767.705566
	Iteration 0F: 3 clusters Score -1.586064e+07 nChanged 53269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
Score: -15891492.000000 Penalty: 5767.705566
	Iteration 1F: 3 clusters Score -1.589149e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -15893042.000000 Penalty: 5767.705566
	Iteration 2Q: 3 clusters Score -1.589304e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -15895370.000000 Penalty: 5767.705566
	Iteration 3Q: 3 clusters Score -1.589537e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -15898682.000000 Penalty: 5767.705566
	Iteration 4F: 3 clusters Score -1.589868e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 74196 members 
Entering Unmasked Estep 
Score: -15903380.000000 Penalty: 5767.705566
	Iteration 5F: 3 clusters Score -1.590338e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
Score: -15909939.000000 Penalty: 5767.705566
	Iteration 6F: 3 clusters Score -1.590994e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 88542 members 
Entering Unmasked Estep 
Score: -15916627.000000 Penalty: 5767.705566
	Iteration 7F: 3 clusters Score -1.591663e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 94240 members 
Entering Unmasked Estep 
Score: -15922208.000000 Penalty: 5767.705566
	Iteration 8F: 3 clusters Score -1.592221e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 98133 members 
Entering Unmasked Estep 
Score: -15925594.000000 Penalty: 5767.705566
	Iteration 9Q: 3 clusters Score -1.592559e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -15927604.000000 Penalty: 5767.705566
	Iteration 10Q: 3 clusters Score -1.59276e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 102521 members 
Entering Unmasked Estep 
Score: -15928659.000000 Penalty: 5767.705566
	Iteration 11Q: 3 clusters Score -1.592866e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -15929396.000000 Penalty: 5767.705566
	Iteration 12Q: 3 clusters Score -1.59294e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 105144 members 
Entering Unmasked Estep 
Score: -15929891.000000 Penalty: 5767.705566
	Iteration 13Q: 3 clusters Score -1.592989e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 106155 members 
Entering Unmasked Estep 
Score: -15930360.000000 Penalty: 5767.705566
	Iteration 14Q: 3 clusters Score -1.593036e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 107032 members 
Entering Unmasked Estep 
Score: -15930738.000000 Penalty: 5767.705566
	Iteration 15Q: 3 clusters Score -1.593074e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -15930997.000000 Penalty: 5767.705566
	Iteration 16Q: 3 clusters Score -1.5931e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -15931270.000000 Penalty: 5767.705566
	Iteration 17Q: 3 clusters Score -1.593127e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 108902 members 
Entering Unmasked Estep 
Score: -15931505.000000 Penalty: 5767.705566
	Iteration 18Q: 3 clusters Score -1.59315e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 109271 members 
Entering Unmasked Estep 
Score: -15931655.000000 Penalty: 5767.705566
	Iteration 19Q: 3 clusters Score -1.593166e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 109588 members 
Entering Unmasked Estep 
Score: -15931785.000000 Penalty: 5767.705566
	Iteration 20F: 3 clusters Score -1.593178e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 109844 members 
Entering Unmasked Estep 
Score: -15931896.000000 Penalty: 5767.705566
	Iteration 21Q: 3 clusters Score -1.59319e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 110072 members 
Entering Unmasked Estep 
Score: -15932005.000000 Penalty: 5767.705566
	Iteration 22Q: 3 clusters Score -1.5932e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 110257 members 
Entering Unmasked Estep 
Score: -15932106.000000 Penalty: 5767.705566
	Iteration 23Q: 3 clusters Score -1.593211e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -15932181.000000 Penalty: 5767.705566
	Iteration 24Q: 3 clusters Score -1.593218e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -15932227.000000 Penalty: 5767.705566
	Iteration 25Q: 3 clusters Score -1.593223e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -15932245.000000 Penalty: 5767.705566
	Iteration 26Q: 3 clusters Score -1.593224e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 110708 members 
Entering Unmasked Estep 
Score: -15932264.000000 Penalty: 5767.705566
	Iteration 27Q: 3 clusters Score -1.593226e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 110761 members 
Entering Unmasked Estep 
Score: -15932326.000000 Penalty: 5767.705566
	Iteration 28Q: 3 clusters Score -1.593233e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 110809 members 
Entering Unmasked Estep 
Score: -15932341.000000 Penalty: 5767.705566
	Iteration 29Q: 3 clusters Score -1.593234e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 110853 members 
Entering Unmasked Estep 
Score: -15932356.000000 Penalty: 5767.705566
	Iteration 30Q: 3 clusters Score -1.593236e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 110885 members 
Entering Unmasked Estep 
Score: -15932358.000000 Penalty: 5767.705566
	Iteration 31Q: 3 clusters Score -1.593236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 110910 members 
Entering Unmasked Estep 
Score: -15932387.000000 Penalty: 5767.705566
	Iteration 32Q: 3 clusters Score -1.593239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 110926 members 
Entering Unmasked Estep 
Score: -15932387.000000 Penalty: 5767.705566
	Iteration 33Q: 3 clusters Score -1.593239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 110933 members 
Entering Unmasked Estep 
Score: -15932376.000000 Penalty: 5767.705566
	Iteration 34Q: 3 clusters Score -1.593238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 110943 members 
Entering Unmasked Estep 
Score: -15932391.000000 Penalty: 5767.705566
	Iteration 35Q: 3 clusters Score -1.593239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -15932395.000000 Penalty: 5767.705566
	Iteration 36Q: 3 clusters Score -1.59324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 110960 members 
Entering Unmasked Estep 
Score: -15932408.000000 Penalty: 5767.705566
	Iteration 37Q: 3 clusters Score -1.593241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 110968 members 
Entering Unmasked Estep 
Score: -15932394.000000 Penalty: 5767.705566
	Iteration 38Q: 3 clusters Score -1.593239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 110974 members 
Entering Unmasked Estep 
Score: -15932401.000000 Penalty: 5767.705566
	Iteration 39Q: 3 clusters Score -1.59324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 110982 members 
Entering Unmasked Estep 
Score: -15932393.000000 Penalty: 5767.705566
	Iteration 40F: 3 clusters Score -1.593239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 110984 members 
Entering Unmasked Estep 
Score: -15932390.000000 Penalty: 5767.705566
	Iteration 41Q: 3 clusters Score -1.593239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 110990 members 
Entering Unmasked Estep 
Score: -15932395.000000 Penalty: 5767.705566
	Iteration 42Q: 3 clusters Score -1.59324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 110996 members 
Entering Unmasked Estep 
Score: -15932396.000000 Penalty: 5767.705566
	Iteration 43Q: 3 clusters Score -1.59324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 111001 members 
Entering Unmasked Estep 
Score: -15932397.000000 Penalty: 5767.705566
	Iteration 44Q: 3 clusters Score -1.59324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 111006 members 
Entering Unmasked Estep 
Score: -15932397.000000 Penalty: 5767.705566
	Iteration 45Q: 3 clusters Score -1.59324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 111011 members 
Entering Unmasked Estep 
Score: -15932404.000000 Penalty: 5767.705566
	Iteration 46Q: 3 clusters Score -1.59324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 111018 members 
Entering Unmasked Estep 
Score: -15932407.000000 Penalty: 5767.705566
	Iteration 47Q: 3 clusters Score -1.593241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 111024 members 
Entering Unmasked Estep 
Score: -15932413.000000 Penalty: 5767.705566
	Iteration 48Q: 3 clusters Score -1.593241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 111031 members 
Entering Unmasked Estep 
Score: -15932416.000000 Penalty: 5767.705566
	Iteration 49Q: 3 clusters Score -1.593242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -15932423.000000 Penalty: 5767.705566
	Iteration 50Q: 3 clusters Score -1.593242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 111046 members 
Entering Unmasked Estep 
Score: -15932406.000000 Penalty: 5767.705566
	Iteration 51Q: 3 clusters Score -1.593241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 111051 members 
Entering Unmasked Estep 
Score: -15932419.000000 Penalty: 5767.705566
	Iteration 52Q: 3 clusters Score -1.593242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 111055 members 
Entering Unmasked Estep 
Score: -15932411.000000 Penalty: 5767.705566
	Iteration 53Q: 3 clusters Score -1.593241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 111059 members 
Entering Unmasked Estep 
Score: -15932416.000000 Penalty: 5767.705566
	Iteration 54Q: 3 clusters Score -1.593242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 111061 members 
Entering Unmasked Estep 
Score: -15932413.000000 Penalty: 5767.705566
	Iteration 55Q: 3 clusters Score -1.593241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 111062 members 
Entering Unmasked Estep 
Score: -15932418.000000 Penalty: 5767.705566
	Iteration 56Q: 3 clusters Score -1.593242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 111062 members 
Entering Unmasked Estep 
Score: -15932418.000000 Penalty: 5767.705566
	Iteration 57F: 3 clusters Score -1.593242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (116441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116441 members 
Entering Unmasked Estep 
Score: -16615419.000000 Penalty: 2892.954834
	Iteration 0F: 2 clusters Score -1.661542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -16538487.000000 Penalty: 5785.909668
	Iteration 0F: 3 clusters Score -1.653849e+07 nChanged 55097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -16569575.000000 Penalty: 5785.909668
	Iteration 1F: 3 clusters Score -1.656958e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -16570428.000000 Penalty: 5785.909668
	Iteration 2Q: 3 clusters Score -1.657043e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -16571427.000000 Penalty: 5785.909668
	Iteration 3Q: 3 clusters Score -1.657143e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -16573011.000000 Penalty: 5785.909668
	Iteration 4Q: 3 clusters Score -1.657301e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -16575732.000000 Penalty: 5785.909668
	Iteration 5Q: 3 clusters Score -1.657573e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -16580455.000000 Penalty: 5785.909668
	Iteration 6F: 3 clusters Score -1.658046e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -16588159.000000 Penalty: 5785.909668
	Iteration 7F: 3 clusters Score -1.658816e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101276 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -16597846.000000 Penalty: 5785.909668
	Iteration 8F: 3 clusters Score -1.659785e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109605 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -16606239.000000 Penalty: 5785.909668
	Iteration 9F: 3 clusters Score -1.660624e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113973 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -16610590.000000 Penalty: 5785.909668
	Iteration 10Q: 3 clusters Score -1.661059e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115597 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -16612063.000000 Penalty: 5785.909668
	Iteration 11Q: 3 clusters Score -1.661206e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116032 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16612575.000000 Penalty: 5785.909668
	Iteration 12Q: 3 clusters Score -1.661258e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116164 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16612748.000000 Penalty: 5785.909668
	Iteration 13Q: 3 clusters Score -1.661275e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116203 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16612840.000000 Penalty: 5785.909668
	Iteration 14Q: 3 clusters Score -1.661284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16612859.000000 Penalty: 5785.909668
	Iteration 15Q: 3 clusters Score -1.661286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16612882.000000 Penalty: 5785.909668
	Iteration 16Q: 3 clusters Score -1.661288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116237 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16612880.000000 Penalty: 5785.909668
	Iteration 17Q: 3 clusters Score -1.661288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116234 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16612887.000000 Penalty: 5785.909668
	Iteration 18Q: 3 clusters Score -1.661289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116234 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16612887.000000 Penalty: 5785.909668
	Iteration 19F: 3 clusters Score -1.661289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Entering Unmasked Estep 
Score: -6004908.500000 Penalty: 2640.242432
	Iteration 0F: 2 clusters Score -6004908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -5976558.000000 Penalty: 5280.484863
	Iteration 0F: 3 clusters Score -5976558 nChanged 19247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -5986736.500000 Penalty: 5280.484863
	Iteration 1F: 3 clusters Score -5986736 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5987201.500000 Penalty: 5280.484863
	Iteration 2Q: 3 clusters Score -5987202 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -5987685.000000 Penalty: 5280.484863
	Iteration 3Q: 3 clusters Score -5987685 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -5988181.000000 Penalty: 5280.484863
	Iteration 4Q: 3 clusters Score -5988181 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -5988745.000000 Penalty: 5280.484863
	Iteration 5Q: 3 clusters Score -5988745 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -5989440.000000 Penalty: 5280.484863
	Iteration 6Q: 3 clusters Score -5989440 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -5990395.000000 Penalty: 5280.484863
	Iteration 7Q: 3 clusters Score -5990395 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -5991616.000000 Penalty: 5280.484863
	Iteration 8Q: 3 clusters Score -5991616 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -5993296.500000 Penalty: 5280.484863
	Iteration 9F: 3 clusters Score -5993296 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -5995080.000000 Penalty: 5280.484863
	Iteration 10F: 3 clusters Score -5995080 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -5996738.000000 Penalty: 5280.484863
	Iteration 11Q: 3 clusters Score -5996738 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -5998090.500000 Penalty: 5280.484863
	Iteration 12Q: 3 clusters Score -5998090 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -5998953.500000 Penalty: 5280.484863
	Iteration 13Q: 3 clusters Score -5998954 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -5999511.000000 Penalty: 5280.484863
	Iteration 14Q: 3 clusters Score -5999511 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -5999954.000000 Penalty: 5280.484863
	Iteration 15Q: 3 clusters Score -5999954 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -6000309.500000 Penalty: 5280.484863
	Iteration 16Q: 3 clusters Score -6000310 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -6000673.000000 Penalty: 5280.484863
	Iteration 17Q: 3 clusters Score -6000673 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -6001027.500000 Penalty: 5280.484863
	Iteration 18Q: 3 clusters Score -6001028 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -6001338.000000 Penalty: 5280.484863
	Iteration 19Q: 3 clusters Score -6001338 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -6001590.000000 Penalty: 5280.484863
	Iteration 20F: 3 clusters Score -6001590 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -6001795.500000 Penalty: 5280.484863
	Iteration 21Q: 3 clusters Score -6001796 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -6001983.000000 Penalty: 5280.484863
	Iteration 22Q: 3 clusters Score -6001983 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -6002116.000000 Penalty: 5280.484863
	Iteration 23Q: 3 clusters Score -6002116 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -6002235.000000 Penalty: 5280.484863
	Iteration 24Q: 3 clusters Score -6002235 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -6002332.500000 Penalty: 5280.484863
	Iteration 25Q: 3 clusters Score -6002332 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -6002426.500000 Penalty: 5280.484863
	Iteration 26Q: 3 clusters Score -6002426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -6002511.000000 Penalty: 5280.484863
	Iteration 27Q: 3 clusters Score -6002511 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -6002571.000000 Penalty: 5280.484863
	Iteration 28Q: 3 clusters Score -6002571 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -6002628.000000 Penalty: 5280.484863
	Iteration 29Q: 3 clusters Score -6002628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -6002661.500000 Penalty: 5280.484863
	Iteration 30Q: 3 clusters Score -6002662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -6002696.000000 Penalty: 5280.484863
	Iteration 31Q: 3 clusters Score -6002696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -6002714.500000 Penalty: 5280.484863
	Iteration 32Q: 3 clusters Score -6002714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -6002730.000000 Penalty: 5280.484863
	Iteration 33Q: 3 clusters Score -6002730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -6002747.000000 Penalty: 5280.484863
	Iteration 34Q: 3 clusters Score -6002747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -6002761.000000 Penalty: 5280.484863
	Iteration 35Q: 3 clusters Score -6002761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -6002770.000000 Penalty: 5280.484863
	Iteration 36Q: 3 clusters Score -6002770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -6002777.500000 Penalty: 5280.484863
	Iteration 37Q: 3 clusters Score -6002778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -6002784.000000 Penalty: 5280.484863
	Iteration 38Q: 3 clusters Score -6002784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -6002785.500000 Penalty: 5280.484863
	Iteration 39Q: 3 clusters Score -6002786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -6002779.500000 Penalty: 5280.484863
	Iteration 40F: 3 clusters Score -6002780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -264043.093750 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -264043.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -261450.875000 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -261450.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -261913.468750 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -261913.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -262045.343750 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -262045.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -262100.375000 Penalty: 3746.169922
	Iteration 3Q: 3 clusters Score -262100.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -262141.390625 Penalty: 3746.169922
	Iteration 4Q: 3 clusters Score -262141.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -262188.312500 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -262188.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -262238.625000 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -262238.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -262298.906250 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -262298.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -262363.781250 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -262363.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -262440.656250 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -262440.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -262519.406250 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -262519.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -262573.968750 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -262574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -262623.187500 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -262623.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -262660.250000 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -262660.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -262692.093750 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -262692.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -262720.312500 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -262720.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -262756.750000 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -262756.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -262780.593750 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -262780.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -262808.625000 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -262808.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -262822.125000 Penalty: 3746.169922
	Iteration 19Q: 3 clusters Score -262822.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -262836.062500 Penalty: 3746.169922
	Iteration 20F: 3 clusters Score -262836.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -262849.250000 Penalty: 3746.169922
	Iteration 21Q: 3 clusters Score -262849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -262862.531250 Penalty: 3746.169922
	Iteration 22Q: 3 clusters Score -262862.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -262873.937500 Penalty: 3746.169922
	Iteration 23Q: 3 clusters Score -262873.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -262896.812500 Penalty: 3746.169922
	Iteration 24Q: 3 clusters Score -262896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -262914.062500 Penalty: 3746.169922
	Iteration 25Q: 3 clusters Score -262914.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -262940.375000 Penalty: 3746.169922
	Iteration 26Q: 3 clusters Score -262940.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -262952.187500 Penalty: 3746.169922
	Iteration 27Q: 3 clusters Score -262952.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -262964.468750 Penalty: 3746.169922
	Iteration 28Q: 3 clusters Score -262964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -262968.812500 Penalty: 3746.169922
	Iteration 29Q: 3 clusters Score -262968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -262974.250000 Penalty: 3746.169922
	Iteration 30Q: 3 clusters Score -262974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -262977.781250 Penalty: 3746.169922
	Iteration 31Q: 3 clusters Score -262977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -262978.343750 Penalty: 3746.169922
	Iteration 32Q: 3 clusters Score -262978.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -262978.343750 Penalty: 3746.169922
	Iteration 33F: 3 clusters Score -262978.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158242 members 
Entering Unmasked Estep 
Score: -22226968.000000 Penalty: 2969.026367
	Iteration 0F: 2 clusters Score -2.222697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -22123514.000000 Penalty: 5938.052734
	Iteration 0F: 3 clusters Score -2.212351e+07 nChanged 75643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -22167340.000000 Penalty: 5938.052734
	Iteration 1F: 3 clusters Score -2.216734e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -22168844.000000 Penalty: 5938.052734
	Iteration 2Q: 3 clusters Score -2.216884e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -22171000.000000 Penalty: 5938.052734
	Iteration 3Q: 3 clusters Score -2.2171e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -22174150.000000 Penalty: 5938.052734
	Iteration 4Q: 3 clusters Score -2.217415e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
Score: -22179364.000000 Penalty: 5938.052734
	Iteration 5F: 3 clusters Score -2.217936e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -22187108.000000 Penalty: 5938.052734
	Iteration 6F: 3 clusters Score -2.218711e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92225 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -22196148.000000 Penalty: 5938.052734
	Iteration 7F: 3 clusters Score -2.219615e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95281 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -22203764.000000 Penalty: 5938.052734
	Iteration 8F: 3 clusters Score -2.220376e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -22207768.000000 Penalty: 5938.052734
	Iteration 9F: 3 clusters Score -2.220777e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99107 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -22209374.000000 Penalty: 5938.052734
	Iteration 10Q: 3 clusters Score -2.220937e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -22210294.000000 Penalty: 5938.052734
	Iteration 11Q: 3 clusters Score -2.221029e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102671 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -22211158.000000 Penalty: 5938.052734
	Iteration 12Q: 3 clusters Score -2.221116e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -22211960.000000 Penalty: 5938.052734
	Iteration 13Q: 3 clusters Score -2.221196e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106432 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -22212808.000000 Penalty: 5938.052734
	Iteration 14Q: 3 clusters Score -2.221281e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108371 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -22213564.000000 Penalty: 5938.052734
	Iteration 15Q: 3 clusters Score -2.221356e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110306 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -22214424.000000 Penalty: 5938.052734
	Iteration 16Q: 3 clusters Score -2.221442e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112309 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -22215218.000000 Penalty: 5938.052734
	Iteration 17Q: 3 clusters Score -2.221522e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114328 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -22215940.000000 Penalty: 5938.052734
	Iteration 18Q: 3 clusters Score -2.221594e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116417 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -22216704.000000 Penalty: 5938.052734
	Iteration 19Q: 3 clusters Score -2.22167e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118489 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -22217388.000000 Penalty: 5938.052734
	Iteration 20F: 3 clusters Score -2.221739e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120520 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -22218218.000000 Penalty: 5938.052734
	Iteration 21Q: 3 clusters Score -2.221822e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122508 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -22218934.000000 Penalty: 5938.052734
	Iteration 22Q: 3 clusters Score -2.221893e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124451 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -22219458.000000 Penalty: 5938.052734
	Iteration 23Q: 3 clusters Score -2.221946e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126334 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -22220056.000000 Penalty: 5938.052734
	Iteration 24Q: 3 clusters Score -2.222006e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128240 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -22220662.000000 Penalty: 5938.052734
	Iteration 25Q: 3 clusters Score -2.222066e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130063 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -22221330.000000 Penalty: 5938.052734
	Iteration 26Q: 3 clusters Score -2.222133e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131787 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -22222018.000000 Penalty: 5938.052734
	Iteration 27Q: 3 clusters Score -2.222202e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133424 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -22222624.000000 Penalty: 5938.052734
	Iteration 28Q: 3 clusters Score -2.222262e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134911 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -22222970.000000 Penalty: 5938.052734
	Iteration 29Q: 3 clusters Score -2.222297e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136326 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -22223404.000000 Penalty: 5938.052734
	Iteration 30Q: 3 clusters Score -2.22234e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137658 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -22223712.000000 Penalty: 5938.052734
	Iteration 31Q: 3 clusters Score -2.222371e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138946 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -22223992.000000 Penalty: 5938.052734
	Iteration 32Q: 3 clusters Score -2.222399e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140165 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -22224214.000000 Penalty: 5938.052734
	Iteration 33Q: 3 clusters Score -2.222421e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141310 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -22224608.000000 Penalty: 5938.052734
	Iteration 34Q: 3 clusters Score -2.222461e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142390 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -22224802.000000 Penalty: 5938.052734
	Iteration 35Q: 3 clusters Score -2.22248e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -22225148.000000 Penalty: 5938.052734
	Iteration 36Q: 3 clusters Score -2.222515e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144269 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -22225336.000000 Penalty: 5938.052734
	Iteration 37Q: 3 clusters Score -2.222534e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145092 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -22225456.000000 Penalty: 5938.052734
	Iteration 38Q: 3 clusters Score -2.222546e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145835 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -22225578.000000 Penalty: 5938.052734
	Iteration 39Q: 3 clusters Score -2.222558e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146546 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -22225688.000000 Penalty: 5938.052734
	Iteration 40F: 3 clusters Score -2.222569e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147232 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -22225862.000000 Penalty: 5938.052734
	Iteration 41Q: 3 clusters Score -2.222586e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147871 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -22226082.000000 Penalty: 5938.052734
	Iteration 42Q: 3 clusters Score -2.222608e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148425 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -22226150.000000 Penalty: 5938.052734
	Iteration 43Q: 3 clusters Score -2.222615e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148888 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -22226192.000000 Penalty: 5938.052734
	Iteration 44Q: 3 clusters Score -2.222619e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149306 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -22226218.000000 Penalty: 5938.052734
	Iteration 45Q: 3 clusters Score -2.222622e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149703 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -22226274.000000 Penalty: 5938.052734
	Iteration 46Q: 3 clusters Score -2.222627e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150081 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -22226338.000000 Penalty: 5938.052734
	Iteration 47Q: 3 clusters Score -2.222634e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150416 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -22226376.000000 Penalty: 5938.052734
	Iteration 48Q: 3 clusters Score -2.222638e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150723 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -22226432.000000 Penalty: 5938.052734
	Iteration 49Q: 3 clusters Score -2.222643e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150978 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -22226400.000000 Penalty: 5938.052734
	Iteration 50Q: 3 clusters Score -2.22264e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151221 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -22226368.000000 Penalty: 5938.052734
	Iteration 51Q: 3 clusters Score -2.222637e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151447 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -22226348.000000 Penalty: 5938.052734
	Iteration 52Q: 3 clusters Score -2.222635e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151625 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -22226352.000000 Penalty: 5938.052734
	Iteration 53Q: 3 clusters Score -2.222635e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151786 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -22226306.000000 Penalty: 5938.052734
	Iteration 54Q: 3 clusters Score -2.222631e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151943 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -22226330.000000 Penalty: 5938.052734
	Iteration 55Q: 3 clusters Score -2.222633e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152087 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -22226334.000000 Penalty: 5938.052734
	Iteration 56Q: 3 clusters Score -2.222633e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152227 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -22226342.000000 Penalty: 5938.052734
	Iteration 57Q: 3 clusters Score -2.222634e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152352 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -22226310.000000 Penalty: 5938.052734
	Iteration 58Q: 3 clusters Score -2.222631e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152474 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -22226314.000000 Penalty: 5938.052734
	Iteration 59Q: 3 clusters Score -2.222631e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152596 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -22226352.000000 Penalty: 5938.052734
	Iteration 60F: 3 clusters Score -2.222635e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152712 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -22226302.000000 Penalty: 5938.052734
	Iteration 61Q: 3 clusters Score -2.22263e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152801 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -22226302.000000 Penalty: 5938.052734
	Iteration 62Q: 3 clusters Score -2.22263e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152877 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -22226302.000000 Penalty: 5938.052734
	Iteration 63Q: 3 clusters Score -2.22263e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152948 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -22226324.000000 Penalty: 5938.052734
	Iteration 64Q: 3 clusters Score -2.222632e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -22226310.000000 Penalty: 5938.052734
	Iteration 65Q: 3 clusters Score -2.222631e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153091 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -22226306.000000 Penalty: 5938.052734
	Iteration 66Q: 3 clusters Score -2.222631e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153163 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -22226290.000000 Penalty: 5938.052734
	Iteration 67Q: 3 clusters Score -2.222629e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153223 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -22226280.000000 Penalty: 5938.052734
	Iteration 68Q: 3 clusters Score -2.222628e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153281 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -22226296.000000 Penalty: 5938.052734
	Iteration 69Q: 3 clusters Score -2.22263e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -22226282.000000 Penalty: 5938.052734
	Iteration 70Q: 3 clusters Score -2.222628e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153419 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -22226288.000000 Penalty: 5938.052734
	Iteration 71Q: 3 clusters Score -2.222629e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153477 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -22226252.000000 Penalty: 5938.052734
	Iteration 72Q: 3 clusters Score -2.222625e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153533 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -22226250.000000 Penalty: 5938.052734
	Iteration 73Q: 3 clusters Score -2.222625e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153573 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -22226266.000000 Penalty: 5938.052734
	Iteration 74Q: 3 clusters Score -2.222627e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -22226278.000000 Penalty: 5938.052734
	Iteration 75Q: 3 clusters Score -2.222628e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153663 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -22226288.000000 Penalty: 5938.052734
	Iteration 76Q: 3 clusters Score -2.222629e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153693 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -22226278.000000 Penalty: 5938.052734
	Iteration 77Q: 3 clusters Score -2.222628e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153719 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -22226280.000000 Penalty: 5938.052734
	Iteration 78Q: 3 clusters Score -2.222628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153741 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -22226266.000000 Penalty: 5938.052734
	Iteration 79Q: 3 clusters Score -2.222627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153758 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -22226246.000000 Penalty: 5938.052734
	Iteration 80F: 3 clusters Score -2.222625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153775 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -22226242.000000 Penalty: 5938.052734
	Iteration 81Q: 3 clusters Score -2.222624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153792 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -22226246.000000 Penalty: 5938.052734
	Iteration 82Q: 3 clusters Score -2.222625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153811 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -22226234.000000 Penalty: 5938.052734
	Iteration 83Q: 3 clusters Score -2.222623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153832 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -22226210.000000 Penalty: 5938.052734
	Iteration 84Q: 3 clusters Score -2.222621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153850 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -22226218.000000 Penalty: 5938.052734
	Iteration 85Q: 3 clusters Score -2.222622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -22226216.000000 Penalty: 5938.052734
	Iteration 86Q: 3 clusters Score -2.222622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153895 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -22226202.000000 Penalty: 5938.052734
	Iteration 87Q: 3 clusters Score -2.22262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153915 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -22226188.000000 Penalty: 5938.052734
	Iteration 88Q: 3 clusters Score -2.222619e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153942 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -22226180.000000 Penalty: 5938.052734
	Iteration 89Q: 3 clusters Score -2.222618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153972 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -22226158.000000 Penalty: 5938.052734
	Iteration 90Q: 3 clusters Score -2.222616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -22226170.000000 Penalty: 5938.052734
	Iteration 91Q: 3 clusters Score -2.222617e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154015 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -22226150.000000 Penalty: 5938.052734
	Iteration 92Q: 3 clusters Score -2.222615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154037 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -22226144.000000 Penalty: 5938.052734
	Iteration 93Q: 3 clusters Score -2.222614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154056 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -22226138.000000 Penalty: 5938.052734
	Iteration 94Q: 3 clusters Score -2.222614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154074 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -22226138.000000 Penalty: 5938.052734
	Iteration 95Q: 3 clusters Score -2.222614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154087 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -22226116.000000 Penalty: 5938.052734
	Iteration 96Q: 3 clusters Score -2.222612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154108 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -22226120.000000 Penalty: 5938.052734
	Iteration 97Q: 3 clusters Score -2.222612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154122 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -22226146.000000 Penalty: 5938.052734
	Iteration 98Q: 3 clusters Score -2.222615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154139 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -22226134.000000 Penalty: 5938.052734
	Iteration 99Q: 3 clusters Score -2.222613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154153 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -22226140.000000 Penalty: 5938.052734
	Iteration 100F: 3 clusters Score -2.222614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154166 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -22226162.000000 Penalty: 5938.052734
	Iteration 101Q: 3 clusters Score -2.222616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154181 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -22226150.000000 Penalty: 5938.052734
	Iteration 102Q: 3 clusters Score -2.222615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154190 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -22226146.000000 Penalty: 5938.052734
	Iteration 103Q: 3 clusters Score -2.222615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154195 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -22226164.000000 Penalty: 5938.052734
	Iteration 104Q: 3 clusters Score -2.222616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -22226156.000000 Penalty: 5938.052734
	Iteration 105Q: 3 clusters Score -2.222616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -22226156.000000 Penalty: 5938.052734
	Iteration 106F: 3 clusters Score -2.222616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51577.984375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -51577.98 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 221 members 
Entering Unmasked Estep 
Score: -50229.859375 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -50229.86 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50542.769531 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -50542.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50709.472656 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -50709.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50986.937500 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -50986.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51092.367188 Penalty: 2993.598877
	Iteration 4F: 3 clusters Score -51092.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -51213.441406 Penalty: 2993.598877
	Iteration 5F: 3 clusters Score -51213.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51277.074219 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -51277.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -51335.980469 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -51335.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -51385.269531 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -51385.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -51395.902344 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -51395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -51413.402344 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -51413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -51426.050781 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -51426.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -51426.050781 Penalty: 2993.598877
	Iteration 12F: 3 clusters Score -51426.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Entering Unmasked Estep 
Score: -3723702.250000 Penalty: 2522.462891
	Iteration 0F: 2 clusters Score -3723702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3705625.250000 Penalty: 5044.925781
	Iteration 0F: 3 clusters Score -3705625 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -3712013.000000 Penalty: 5044.925781
	Iteration 1F: 3 clusters Score -3712013 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3712661.500000 Penalty: 5044.925781
	Iteration 2F: 3 clusters Score -3712662 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3713376.250000 Penalty: 5044.925781
	Iteration 3F: 3 clusters Score -3713376 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3714311.250000 Penalty: 5044.925781
	Iteration 4F: 3 clusters Score -3714311 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3715426.000000 Penalty: 5044.925781
	Iteration 5F: 3 clusters Score -3715426 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3716704.750000 Penalty: 5044.925781
	Iteration 6F: 3 clusters Score -3716705 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3718016.750000 Penalty: 5044.925781
	Iteration 7F: 3 clusters Score -3718017 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3719265.500000 Penalty: 5044.925781
	Iteration 8F: 3 clusters Score -3719266 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3720121.250000 Penalty: 5044.925781
	Iteration 9Q: 3 clusters Score -3720121 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3720542.500000 Penalty: 5044.925781
	Iteration 10Q: 3 clusters Score -3720542 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3720724.500000 Penalty: 5044.925781
	Iteration 11Q: 3 clusters Score -3720724 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -3720844.250000 Penalty: 5044.925781
	Iteration 12Q: 3 clusters Score -3720844 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3720951.750000 Penalty: 5044.925781
	Iteration 13Q: 3 clusters Score -3720952 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3721039.750000 Penalty: 5044.925781
	Iteration 14Q: 3 clusters Score -3721040 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3721116.000000 Penalty: 5044.925781
	Iteration 15Q: 3 clusters Score -3721116 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3721187.250000 Penalty: 5044.925781
	Iteration 16Q: 3 clusters Score -3721187 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3721250.000000 Penalty: 5044.925781
	Iteration 17Q: 3 clusters Score -3721250 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3721299.500000 Penalty: 5044.925781
	Iteration 18Q: 3 clusters Score -3721300 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3721354.000000 Penalty: 5044.925781
	Iteration 19Q: 3 clusters Score -3721354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3721383.000000 Penalty: 5044.925781
	Iteration 20F: 3 clusters Score -3721383 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3721426.250000 Penalty: 5044.925781
	Iteration 21Q: 3 clusters Score -3721426 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3721472.500000 Penalty: 5044.925781
	Iteration 22Q: 3 clusters Score -3721472 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3721521.750000 Penalty: 5044.925781
	Iteration 23Q: 3 clusters Score -3721522 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3721550.500000 Penalty: 5044.925781
	Iteration 24Q: 3 clusters Score -3721550 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3721585.000000 Penalty: 5044.925781
	Iteration 25Q: 3 clusters Score -3721585 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3721618.250000 Penalty: 5044.925781
	Iteration 26Q: 3 clusters Score -3721618 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3721644.000000 Penalty: 5044.925781
	Iteration 27Q: 3 clusters Score -3721644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3721684.750000 Penalty: 5044.925781
	Iteration 28Q: 3 clusters Score -3721685 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3721691.000000 Penalty: 5044.925781
	Iteration 29Q: 3 clusters Score -3721691 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3721718.750000 Penalty: 5044.925781
	Iteration 30Q: 3 clusters Score -3721719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3721744.250000 Penalty: 5044.925781
	Iteration 31Q: 3 clusters Score -3721744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3721755.250000 Penalty: 5044.925781
	Iteration 32Q: 3 clusters Score -3721755 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3721771.000000 Penalty: 5044.925781
	Iteration 33Q: 3 clusters Score -3721771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3721774.500000 Penalty: 5044.925781
	Iteration 34Q: 3 clusters Score -3721774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3721787.250000 Penalty: 5044.925781
	Iteration 35Q: 3 clusters Score -3721787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3721793.500000 Penalty: 5044.925781
	Iteration 36Q: 3 clusters Score -3721794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3721798.250000 Penalty: 5044.925781
	Iteration 37Q: 3 clusters Score -3721798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3721790.750000 Penalty: 5044.925781
	Iteration 38Q: 3 clusters Score -3721791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3721810.250000 Penalty: 5044.925781
	Iteration 39Q: 3 clusters Score -3721810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3721819.500000 Penalty: 5044.925781
	Iteration 40F: 3 clusters Score -3721820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3721831.750000 Penalty: 5044.925781
	Iteration 41Q: 3 clusters Score -3721832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3721839.500000 Penalty: 5044.925781
	Iteration 42Q: 3 clusters Score -3721840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3721844.000000 Penalty: 5044.925781
	Iteration 43Q: 3 clusters Score -3721844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3721847.250000 Penalty: 5044.925781
	Iteration 44Q: 3 clusters Score -3721847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3721854.750000 Penalty: 5044.925781
	Iteration 45Q: 3 clusters Score -3721855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3721860.000000 Penalty: 5044.925781
	Iteration 46Q: 3 clusters Score -3721860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3721870.750000 Penalty: 5044.925781
	Iteration 47Q: 3 clusters Score -3721871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3721872.250000 Penalty: 5044.925781
	Iteration 48Q: 3 clusters Score -3721872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3721879.500000 Penalty: 5044.925781
	Iteration 49Q: 3 clusters Score -3721880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3721886.000000 Penalty: 5044.925781
	Iteration 50Q: 3 clusters Score -3721886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3721887.500000 Penalty: 5044.925781
	Iteration 51Q: 3 clusters Score -3721888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3721884.750000 Penalty: 5044.925781
	Iteration 52Q: 3 clusters Score -3721885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3721895.250000 Penalty: 5044.925781
	Iteration 53Q: 3 clusters Score -3721895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3721893.750000 Penalty: 5044.925781
	Iteration 54Q: 3 clusters Score -3721894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3721895.000000 Penalty: 5044.925781
	Iteration 55Q: 3 clusters Score -3721895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3721898.000000 Penalty: 5044.925781
	Iteration 56Q: 3 clusters Score -3721898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3721896.750000 Penalty: 5044.925781
	Iteration 57Q: 3 clusters Score -3721897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3721896.750000 Penalty: 5044.925781
	Iteration 58Q: 3 clusters Score -3721897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3721900.250000 Penalty: 5044.925781
	Iteration 59Q: 3 clusters Score -3721900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3721899.250000 Penalty: 5044.925781
	Iteration 60F: 3 clusters Score -3721899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3721896.750000 Penalty: 5044.925781
	Iteration 61Q: 3 clusters Score -3721897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3721901.750000 Penalty: 5044.925781
	Iteration 62Q: 3 clusters Score -3721902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3721901.500000 Penalty: 5044.925781
	Iteration 63Q: 3 clusters Score -3721902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3721904.250000 Penalty: 5044.925781
	Iteration 64Q: 3 clusters Score -3721904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3721902.500000 Penalty: 5044.925781
	Iteration 65Q: 3 clusters Score -3721902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3721902.500000 Penalty: 5044.925781
	Iteration 66Q: 3 clusters Score -3721902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3721902.500000 Penalty: 5044.925781
	Iteration 67F: 3 clusters Score -3721902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Entering Unmasked Estep 
Score: -383121.218750 Penalty: 1971.374634
	Iteration 0F: 2 clusters Score -383121.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -379996.562500 Penalty: 3942.749268
	Iteration 0F: 3 clusters Score -379996.6 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -380640.906250 Penalty: 3942.749268
	Iteration 1F: 3 clusters Score -380640.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -380802.843750 Penalty: 3942.749268
	Iteration 2F: 3 clusters Score -380802.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -380907.750000 Penalty: 3942.749268
	Iteration 3Q: 3 clusters Score -380907.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -380991.875000 Penalty: 3942.749268
	Iteration 4Q: 3 clusters Score -380991.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -381075.625000 Penalty: 3942.749268
	Iteration 5Q: 3 clusters Score -381075.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -381147.343750 Penalty: 3942.749268
	Iteration 6Q: 3 clusters Score -381147.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -381209.343750 Penalty: 3942.749268
	Iteration 7Q: 3 clusters Score -381209.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -381263.500000 Penalty: 3942.749268
	Iteration 8Q: 3 clusters Score -381263.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -381301.437500 Penalty: 3942.749268
	Iteration 9Q: 3 clusters Score -381301.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -381328.781250 Penalty: 3942.749268
	Iteration 10Q: 3 clusters Score -381328.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -381362.062500 Penalty: 3942.749268
	Iteration 11Q: 3 clusters Score -381362.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -381382.656250 Penalty: 3942.749268
	Iteration 12Q: 3 clusters Score -381382.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -381394.562500 Penalty: 3942.749268
	Iteration 13Q: 3 clusters Score -381394.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -381405.843750 Penalty: 3942.749268
	Iteration 14Q: 3 clusters Score -381405.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -381414.062500 Penalty: 3942.749268
	Iteration 15Q: 3 clusters Score -381414.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -381423.718750 Penalty: 3942.749268
	Iteration 16Q: 3 clusters Score -381423.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -381433.625000 Penalty: 3942.749268
	Iteration 17Q: 3 clusters Score -381433.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -381450.781250 Penalty: 3942.749268
	Iteration 18Q: 3 clusters Score -381450.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -381463.375000 Penalty: 3942.749268
	Iteration 19Q: 3 clusters Score -381463.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -381477.718750 Penalty: 3942.749268
	Iteration 20F: 3 clusters Score -381477.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -381487.843750 Penalty: 3942.749268
	Iteration 21Q: 3 clusters Score -381487.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -381493.812500 Penalty: 3942.749268
	Iteration 22Q: 3 clusters Score -381493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -381496.000000 Penalty: 3942.749268
	Iteration 23Q: 3 clusters Score -381496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -381500.718750 Penalty: 3942.749268
	Iteration 24Q: 3 clusters Score -381500.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -381506.750000 Penalty: 3942.749268
	Iteration 25Q: 3 clusters Score -381506.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -381513.750000 Penalty: 3942.749268
	Iteration 26Q: 3 clusters Score -381513.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -381521.343750 Penalty: 3942.749268
	Iteration 27Q: 3 clusters Score -381521.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -381530.531250 Penalty: 3942.749268
	Iteration 28Q: 3 clusters Score -381530.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -381539.968750 Penalty: 3942.749268
	Iteration 29Q: 3 clusters Score -381540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -381543.750000 Penalty: 3942.749268
	Iteration 30Q: 3 clusters Score -381543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -381547.312500 Penalty: 3942.749268
	Iteration 31Q: 3 clusters Score -381547.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -381551.187500 Penalty: 3942.749268
	Iteration 32Q: 3 clusters Score -381551.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -381556.625000 Penalty: 3942.749268
	Iteration 33Q: 3 clusters Score -381556.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -381561.218750 Penalty: 3942.749268
	Iteration 34Q: 3 clusters Score -381561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -381563.406250 Penalty: 3942.749268
	Iteration 35Q: 3 clusters Score -381563.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -381567.031250 Penalty: 3942.749268
	Iteration 36Q: 3 clusters Score -381567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -381567.062500 Penalty: 3942.749268
	Iteration 37Q: 3 clusters Score -381567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -381567.031250 Penalty: 3942.749268
	Iteration 38Q: 3 clusters Score -381567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -381567.656250 Penalty: 3942.749268
	Iteration 39Q: 3 clusters Score -381567.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -381569.093750 Penalty: 3942.749268
	Iteration 40F: 3 clusters Score -381569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -381570.093750 Penalty: 3942.749268
	Iteration 41Q: 3 clusters Score -381570.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -381570.093750 Penalty: 3942.749268
	Iteration 42F: 3 clusters Score -381570.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Entering Unmasked Estep 
Score: -6129938.500000 Penalty: 2645.248291
	Iteration 0F: 2 clusters Score -6129938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -6100998.500000 Penalty: 5290.496582
	Iteration 0F: 3 clusters Score -6100998 nChanged 19627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -6111593.000000 Penalty: 5290.496582
	Iteration 1F: 3 clusters Score -6111593 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -6112084.500000 Penalty: 5290.496582
	Iteration 2Q: 3 clusters Score -6112084 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -6112577.500000 Penalty: 5290.496582
	Iteration 3Q: 3 clusters Score -6112578 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -6113172.000000 Penalty: 5290.496582
	Iteration 4Q: 3 clusters Score -6113172 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -6113936.000000 Penalty: 5290.496582
	Iteration 5Q: 3 clusters Score -6113936 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -6114987.000000 Penalty: 5290.496582
	Iteration 6Q: 3 clusters Score -6114987 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -6116395.500000 Penalty: 5290.496582
	Iteration 7F: 3 clusters Score -6116396 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -6118155.500000 Penalty: 5290.496582
	Iteration 8F: 3 clusters Score -6118156 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -6120143.500000 Penalty: 5290.496582
	Iteration 9F: 3 clusters Score -6120144 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -6122050.000000 Penalty: 5290.496582
	Iteration 10F: 3 clusters Score -6122050 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -6123445.500000 Penalty: 5290.496582
	Iteration 11Q: 3 clusters Score -6123446 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -6124389.500000 Penalty: 5290.496582
	Iteration 12Q: 3 clusters Score -6124390 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -6124936.500000 Penalty: 5290.496582
	Iteration 13Q: 3 clusters Score -6124936 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -6125245.500000 Penalty: 5290.496582
	Iteration 14Q: 3 clusters Score -6125246 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -6125483.500000 Penalty: 5290.496582
	Iteration 15Q: 3 clusters Score -6125484 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6125721.000000 Penalty: 5290.496582
	Iteration 16Q: 3 clusters Score -6125721 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -6125967.500000 Penalty: 5290.496582
	Iteration 17Q: 3 clusters Score -6125968 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -6126153.500000 Penalty: 5290.496582
	Iteration 18Q: 3 clusters Score -6126154 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -6126339.500000 Penalty: 5290.496582
	Iteration 19Q: 3 clusters Score -6126340 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6126488.000000 Penalty: 5290.496582
	Iteration 20F: 3 clusters Score -6126488 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -6126658.000000 Penalty: 5290.496582
	Iteration 21Q: 3 clusters Score -6126658 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6126786.500000 Penalty: 5290.496582
	Iteration 22Q: 3 clusters Score -6126786 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -6126925.000000 Penalty: 5290.496582
	Iteration 23Q: 3 clusters Score -6126925 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6127014.500000 Penalty: 5290.496582
	Iteration 24Q: 3 clusters Score -6127014 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -6127092.500000 Penalty: 5290.496582
	Iteration 25Q: 3 clusters Score -6127092 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6127159.500000 Penalty: 5290.496582
	Iteration 26Q: 3 clusters Score -6127160 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6127219.500000 Penalty: 5290.496582
	Iteration 27Q: 3 clusters Score -6127220 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6127301.000000 Penalty: 5290.496582
	Iteration 28Q: 3 clusters Score -6127301 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6127357.500000 Penalty: 5290.496582
	Iteration 29Q: 3 clusters Score -6127358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6127384.500000 Penalty: 5290.496582
	Iteration 30Q: 3 clusters Score -6127384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6127438.000000 Penalty: 5290.496582
	Iteration 31Q: 3 clusters Score -6127438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6127481.000000 Penalty: 5290.496582
	Iteration 32Q: 3 clusters Score -6127481 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6127531.500000 Penalty: 5290.496582
	Iteration 33Q: 3 clusters Score -6127532 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6127564.500000 Penalty: 5290.496582
	Iteration 34Q: 3 clusters Score -6127564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6127608.500000 Penalty: 5290.496582
	Iteration 35Q: 3 clusters Score -6127608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6127649.000000 Penalty: 5290.496582
	Iteration 36Q: 3 clusters Score -6127649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6127646.500000 Penalty: 5290.496582
	Iteration 37Q: 3 clusters Score -6127646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6127656.000000 Penalty: 5290.496582
	Iteration 38Q: 3 clusters Score -6127656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6127655.000000 Penalty: 5290.496582
	Iteration 39Q: 3 clusters Score -6127655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6127668.500000 Penalty: 5290.496582
	Iteration 40F: 3 clusters Score -6127668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6127677.500000 Penalty: 5290.496582
	Iteration 41Q: 3 clusters Score -6127678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6127682.000000 Penalty: 5290.496582
	Iteration 42Q: 3 clusters Score -6127682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6127686.500000 Penalty: 5290.496582
	Iteration 43Q: 3 clusters Score -6127686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6127688.000000 Penalty: 5290.496582
	Iteration 44Q: 3 clusters Score -6127688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6127685.000000 Penalty: 5290.496582
	Iteration 45Q: 3 clusters Score -6127685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6127689.500000 Penalty: 5290.496582
	Iteration 46Q: 3 clusters Score -6127690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6127692.000000 Penalty: 5290.496582
	Iteration 47Q: 3 clusters Score -6127692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6127695.000000 Penalty: 5290.496582
	Iteration 48Q: 3 clusters Score -6127695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6127695.000000 Penalty: 5290.496582
	Iteration 49F: 3 clusters Score -6127695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -47267.968750 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -47267.97 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 178 members 
Entering Unmasked Estep 
Score: -45882.191406 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -45882.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45987.175781 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -45987.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46042.402344 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -46042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46081.390625 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -46081.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46108.031250 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -46108.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46124.417969 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -46124.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46125.972656 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -46125.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46125.972656 Penalty: 2935.771240
	Iteration 7F: 3 clusters Score -46125.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Entering Unmasked Estep 
Score: -1861385.000000 Penalty: 2349.211670
	Iteration 0F: 2 clusters Score -1861385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1851763.125000 Penalty: 4698.423340
	Iteration 0F: 3 clusters Score -1851763 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1854655.750000 Penalty: 4698.423340
	Iteration 1F: 3 clusters Score -1854656 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1854951.500000 Penalty: 4698.423340
	Iteration 2F: 3 clusters Score -1854952 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1855157.250000 Penalty: 4698.423340
	Iteration 3Q: 3 clusters Score -1855157 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1855307.250000 Penalty: 4698.423340
	Iteration 4Q: 3 clusters Score -1855307 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1855417.750000 Penalty: 4698.423340
	Iteration 5Q: 3 clusters Score -1855418 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1855517.625000 Penalty: 4698.423340
	Iteration 6Q: 3 clusters Score -1855518 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1855613.625000 Penalty: 4698.423340
	Iteration 7Q: 3 clusters Score -1855614 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1855720.625000 Penalty: 4698.423340
	Iteration 8Q: 3 clusters Score -1855721 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1855838.125000 Penalty: 4698.423340
	Iteration 9Q: 3 clusters Score -1855838 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1855955.875000 Penalty: 4698.423340
	Iteration 10Q: 3 clusters Score -1855956 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1856100.375000 Penalty: 4698.423340
	Iteration 11Q: 3 clusters Score -1856100 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1856290.625000 Penalty: 4698.423340
	Iteration 12Q: 3 clusters Score -1856291 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1856579.125000 Penalty: 4698.423340
	Iteration 13Q: 3 clusters Score -1856579 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1856964.750000 Penalty: 4698.423340
	Iteration 14Q: 3 clusters Score -1856965 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1857432.875000 Penalty: 4698.423340
	Iteration 15Q: 3 clusters Score -1857433 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1857914.000000 Penalty: 4698.423340
	Iteration 16Q: 3 clusters Score -1857914 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1858357.125000 Penalty: 4698.423340
	Iteration 17Q: 3 clusters Score -1858357 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1858684.875000 Penalty: 4698.423340
	Iteration 18Q: 3 clusters Score -1858685 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1858892.000000 Penalty: 4698.423340
	Iteration 19Q: 3 clusters Score -1858892 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1859026.000000 Penalty: 4698.423340
	Iteration 20F: 3 clusters Score -1859026 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1859126.625000 Penalty: 4698.423340
	Iteration 21Q: 3 clusters Score -1859127 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1859210.500000 Penalty: 4698.423340
	Iteration 22Q: 3 clusters Score -1859210 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1859271.625000 Penalty: 4698.423340
	Iteration 23Q: 3 clusters Score -1859272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1859316.500000 Penalty: 4698.423340
	Iteration 24Q: 3 clusters Score -1859316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1859339.250000 Penalty: 4698.423340
	Iteration 25Q: 3 clusters Score -1859339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1859356.125000 Penalty: 4698.423340
	Iteration 26Q: 3 clusters Score -1859356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1859372.625000 Penalty: 4698.423340
	Iteration 27Q: 3 clusters Score -1859373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1859383.500000 Penalty: 4698.423340
	Iteration 28Q: 3 clusters Score -1859384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1859390.500000 Penalty: 4698.423340
	Iteration 29Q: 3 clusters Score -1859390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1859396.250000 Penalty: 4698.423340
	Iteration 30Q: 3 clusters Score -1859396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1859397.125000 Penalty: 4698.423340
	Iteration 31Q: 3 clusters Score -1859397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1859400.500000 Penalty: 4698.423340
	Iteration 32Q: 3 clusters Score -1859400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1859403.500000 Penalty: 4698.423340
	Iteration 33Q: 3 clusters Score -1859404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1859405.500000 Penalty: 4698.423340
	Iteration 34Q: 3 clusters Score -1859406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1859411.875000 Penalty: 4698.423340
	Iteration 35Q: 3 clusters Score -1859412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1859410.875000 Penalty: 4698.423340
	Iteration 36Q: 3 clusters Score -1859411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1859411.750000 Penalty: 4698.423340
	Iteration 37Q: 3 clusters Score -1859412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1859417.500000 Penalty: 4698.423340
	Iteration 38Q: 3 clusters Score -1859418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1859416.750000 Penalty: 4698.423340
	Iteration 39Q: 3 clusters Score -1859417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1859423.875000 Penalty: 4698.423340
	Iteration 40F: 3 clusters Score -1859424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1859424.375000 Penalty: 4698.423340
	Iteration 41Q: 3 clusters Score -1859424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1859422.000000 Penalty: 4698.423340
	Iteration 42Q: 3 clusters Score -1859422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1859425.125000 Penalty: 4698.423340
	Iteration 43Q: 3 clusters Score -1859425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1859428.375000 Penalty: 4698.423340
	Iteration 44Q: 3 clusters Score -1859428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1859428.875000 Penalty: 4698.423340
	Iteration 45Q: 3 clusters Score -1859429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1859431.000000 Penalty: 4698.423340
	Iteration 46Q: 3 clusters Score -1859431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1859429.125000 Penalty: 4698.423340
	Iteration 47Q: 3 clusters Score -1859429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1859429.125000 Penalty: 4698.423340
	Iteration 48F: 3 clusters Score -1859429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (102814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102814 members 
Entering Unmasked Estep 
Score: -14666461.000000 Penalty: 2862.087891
	Iteration 0F: 2 clusters Score -1.466646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -14599345.000000 Penalty: 5724.175781
	Iteration 0F: 3 clusters Score -1.459934e+07 nChanged 48624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -14627091.000000 Penalty: 5724.175781
	Iteration 1F: 3 clusters Score -1.462709e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -14628177.000000 Penalty: 5724.175781
	Iteration 2Q: 3 clusters Score -1.462818e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -14629861.000000 Penalty: 5724.175781
	Iteration 3Q: 3 clusters Score -1.462986e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -14632543.000000 Penalty: 5724.175781
	Iteration 4F: 3 clusters Score -1.463254e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -14636794.000000 Penalty: 5724.175781
	Iteration 5F: 3 clusters Score -1.463679e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -14642584.000000 Penalty: 5724.175781
	Iteration 6F: 3 clusters Score -1.464258e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -14649053.000000 Penalty: 5724.175781
	Iteration 7F: 3 clusters Score -1.464905e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -14654856.000000 Penalty: 5724.175781
	Iteration 8F: 3 clusters Score -1.465486e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -14659133.000000 Penalty: 5724.175781
	Iteration 9F: 3 clusters Score -1.465913e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 99963 members 
Entering Unmasked Estep 
Score: -14661715.000000 Penalty: 5724.175781
	Iteration 10Q: 3 clusters Score -1.466172e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 101453 members 
Entering Unmasked Estep 
Score: -14663004.000000 Penalty: 5724.175781
	Iteration 11Q: 3 clusters Score -1.4663e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 102079 members 
Entering Unmasked Estep 
Score: -14663511.000000 Penalty: 5724.175781
	Iteration 12Q: 3 clusters Score -1.466351e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 102317 members 
Entering Unmasked Estep 
Score: -14663732.000000 Penalty: 5724.175781
	Iteration 13Q: 3 clusters Score -1.466373e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -14663827.000000 Penalty: 5724.175781
	Iteration 14Q: 3 clusters Score -1.466383e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 102456 members 
Entering Unmasked Estep 
Score: -14663855.000000 Penalty: 5724.175781
	Iteration 15Q: 3 clusters Score -1.466386e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -14663873.000000 Penalty: 5724.175781
	Iteration 16Q: 3 clusters Score -1.466387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -14663904.000000 Penalty: 5724.175781
	Iteration 17Q: 3 clusters Score -1.46639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 102505 members 
Entering Unmasked Estep 
Score: -14663919.000000 Penalty: 5724.175781
	Iteration 18Q: 3 clusters Score -1.466392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 102510 members 
Entering Unmasked Estep 
Score: -14663922.000000 Penalty: 5724.175781
	Iteration 19Q: 3 clusters Score -1.466392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 102511 members 
Entering Unmasked Estep 
Score: -14663918.000000 Penalty: 5724.175781
	Iteration 20F: 3 clusters Score -1.466392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 102511 members 
Entering Unmasked Estep 
Score: -14663916.000000 Penalty: 5724.175781
	Iteration 21Q: 3 clusters Score -1.466392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 102511 members 
Entering Unmasked Estep 
Score: -14663930.000000 Penalty: 5724.175781
	Iteration 22Q: 3 clusters Score -1.466393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 102512 members 
Entering Unmasked Estep 
Score: -14663936.000000 Penalty: 5724.175781
	Iteration 23Q: 3 clusters Score -1.466394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -14663943.000000 Penalty: 5724.175781
	Iteration 24Q: 3 clusters Score -1.466394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -14663958.000000 Penalty: 5724.175781
	Iteration 25Q: 3 clusters Score -1.466396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -14663958.000000 Penalty: 5724.175781
	Iteration 26F: 3 clusters Score -1.466396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Entering Unmasked Estep 
Score: -4748704.500000 Penalty: 2581.860107
	Iteration 0F: 2 clusters Score -4748704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4725988.500000 Penalty: 5163.720215
	Iteration 0F: 3 clusters Score -4725988 nChanged 15004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -4734189.000000 Penalty: 5163.720215
	Iteration 1F: 3 clusters Score -4734189 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4734670.000000 Penalty: 5163.720215
	Iteration 2Q: 3 clusters Score -4734670 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -4735152.000000 Penalty: 5163.720215
	Iteration 3Q: 3 clusters Score -4735152 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4735602.000000 Penalty: 5163.720215
	Iteration 4Q: 3 clusters Score -4735602 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -4736041.000000 Penalty: 5163.720215
	Iteration 5Q: 3 clusters Score -4736041 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -4736509.000000 Penalty: 5163.720215
	Iteration 6Q: 3 clusters Score -4736509 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -4737034.500000 Penalty: 5163.720215
	Iteration 7Q: 3 clusters Score -4737034 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -4737743.500000 Penalty: 5163.720215
	Iteration 8Q: 3 clusters Score -4737744 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4738673.000000 Penalty: 5163.720215
	Iteration 9Q: 3 clusters Score -4738673 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4739773.000000 Penalty: 5163.720215
	Iteration 10F: 3 clusters Score -4739773 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -4740907.000000 Penalty: 5163.720215
	Iteration 11F: 3 clusters Score -4740907 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -4741821.500000 Penalty: 5163.720215
	Iteration 12Q: 3 clusters Score -4741822 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -4742380.500000 Penalty: 5163.720215
	Iteration 13Q: 3 clusters Score -4742380 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4742696.500000 Penalty: 5163.720215
	Iteration 14Q: 3 clusters Score -4742696 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -4742866.000000 Penalty: 5163.720215
	Iteration 15Q: 3 clusters Score -4742866 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -4742978.500000 Penalty: 5163.720215
	Iteration 16Q: 3 clusters Score -4742978 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -4743034.500000 Penalty: 5163.720215
	Iteration 17Q: 3 clusters Score -4743034 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -4743078.000000 Penalty: 5163.720215
	Iteration 18Q: 3 clusters Score -4743078 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -4743131.000000 Penalty: 5163.720215
	Iteration 19Q: 3 clusters Score -4743131 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -4743184.500000 Penalty: 5163.720215
	Iteration 20F: 3 clusters Score -4743184 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4743205.000000 Penalty: 5163.720215
	Iteration 21Q: 3 clusters Score -4743205 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -4743251.500000 Penalty: 5163.720215
	Iteration 22Q: 3 clusters Score -4743252 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -4743273.000000 Penalty: 5163.720215
	Iteration 23Q: 3 clusters Score -4743273 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -4743276.000000 Penalty: 5163.720215
	Iteration 24Q: 3 clusters Score -4743276 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -4743308.000000 Penalty: 5163.720215
	Iteration 25Q: 3 clusters Score -4743308 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -4743327.500000 Penalty: 5163.720215
	Iteration 26Q: 3 clusters Score -4743328 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -4743348.500000 Penalty: 5163.720215
	Iteration 27Q: 3 clusters Score -4743348 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -4743361.000000 Penalty: 5163.720215
	Iteration 28Q: 3 clusters Score -4743361 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -4743375.000000 Penalty: 5163.720215
	Iteration 29Q: 3 clusters Score -4743375 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -4743396.500000 Penalty: 5163.720215
	Iteration 30Q: 3 clusters Score -4743396 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4743400.500000 Penalty: 5163.720215
	Iteration 31Q: 3 clusters Score -4743400 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4743414.500000 Penalty: 5163.720215
	Iteration 32Q: 3 clusters Score -4743414 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4743425 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -4743435.000000 Penalty: 5163.720215
	Iteration 34Q: 3 clusters Score -4743435 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4743437.500000 Penalty: 5163.720215
	Iteration 35Q: 3 clusters Score -4743438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -4743440.000000 Penalty: 5163.720215
	Iteration 36Q: 3 clusters Score -4743440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -4743445.500000 Penalty: 5163.720215
	Iteration 37Q: 3 clusters Score -4743446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -4743449.500000 Penalty: 5163.720215
	Iteration 38Q: 3 clusters Score -4743450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -4743475.500000 Penalty: 5163.720215
	Iteration 39Q: 3 clusters Score -4743476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -4743476.500000 Penalty: 5163.720215
	Iteration 40F: 3 clusters Score -4743476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -4743478.500000 Penalty: 5163.720215
	Iteration 41Q: 3 clusters Score -4743478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -4743486.000000 Penalty: 5163.720215
	Iteration 42Q: 3 clusters Score -4743486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -4743489.500000 Penalty: 5163.720215
	Iteration 43Q: 3 clusters Score -4743490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4743495.000000 Penalty: 5163.720215
	Iteration 44Q: 3 clusters Score -4743495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -4743496.000000 Penalty: 5163.720215
	Iteration 45Q: 3 clusters Score -4743496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -4743492.000000 Penalty: 5163.720215
	Iteration 46Q: 3 clusters Score -4743492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -4743500.500000 Penalty: 5163.720215
	Iteration 47Q: 3 clusters Score -4743500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -4743509.000000 Penalty: 5163.720215
	Iteration 48Q: 3 clusters Score -4743509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -4743515.500000 Penalty: 5163.720215
	Iteration 49Q: 3 clusters Score -4743516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -4743518.500000 Penalty: 5163.720215
	Iteration 50Q: 3 clusters Score -4743518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4743521.000000 Penalty: 5163.720215
	Iteration 51Q: 3 clusters Score -4743521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -4743512.500000 Penalty: 5163.720215
	Iteration 52Q: 3 clusters Score -4743512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -4743508.500000 Penalty: 5163.720215
	Iteration 53Q: 3 clusters Score -4743508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4743500.500000 Penalty: 5163.720215
	Iteration 54Q: 3 clusters Score -4743500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -4743504.500000 Penalty: 5163.720215
	Iteration 55Q: 3 clusters Score -4743504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -4743504.500000 Penalty: 5163.720215
	Iteration 56Q: 3 clusters Score -4743504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4743498.500000 Penalty: 5163.720215
	Iteration 57Q: 3 clusters Score -4743498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4743503.500000 Penalty: 5163.720215
	Iteration 58Q: 3 clusters Score -4743504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4743503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4743513.000000 Penalty: 5163.720215
	Iteration 60F: 3 clusters Score -4743513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4743511.000000 Penalty: 5163.720215
	Iteration 61Q: 3 clusters Score -4743511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -4743518.500000 Penalty: 5163.720215
	Iteration 62Q: 3 clusters Score -4743518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4743514.000000 Penalty: 5163.720215
	Iteration 63Q: 3 clusters Score -4743514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -4743515.000000 Penalty: 5163.720215
	Iteration 64Q: 3 clusters Score -4743515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -4743522.000000 Penalty: 5163.720215
	Iteration 65Q: 3 clusters Score -4743522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -4743526.000000 Penalty: 5163.720215
	Iteration 66Q: 3 clusters Score -4743526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -4743517.500000 Penalty: 5163.720215
	Iteration 67Q: 3 clusters Score -4743518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4743520.500000 Penalty: 5163.720215
	Iteration 68Q: 3 clusters Score -4743520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -4743521.500000 Penalty: 5163.720215
	Iteration 69Q: 3 clusters Score -4743522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4743519.000000 Penalty: 5163.720215
	Iteration 70Q: 3 clusters Score -4743519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4743516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -4743521.000000 Penalty: 5163.720215
	Iteration 72Q: 3 clusters Score -4743521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4743518.000000 Penalty: 5163.720215
	Iteration 73Q: 3 clusters Score -4743518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -4743516.000000 Penalty: 5163.720215
	Iteration 74Q: 3 clusters Score -4743516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -4743523.500000 Penalty: 5163.720215
	Iteration 75Q: 3 clusters Score -4743524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4743516.500000 Penalty: 5163.720215
	Iteration 76Q: 3 clusters Score -4743516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4743524.000000 Penalty: 5163.720215
	Iteration 77Q: 3 clusters Score -4743524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -4743515.500000 Penalty: 5163.720215
	Iteration 78Q: 3 clusters Score -4743516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -4743521.500000 Penalty: 5163.720215
	Iteration 79Q: 3 clusters Score -4743522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -4743518.000000 Penalty: 5163.720215
	Iteration 80F: 3 clusters Score -4743518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4743523.000000 Penalty: 5163.720215
	Iteration 81Q: 3 clusters Score -4743523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4743522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -4743523.000000 Penalty: 5163.720215
	Iteration 83Q: 3 clusters Score -4743523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4743523.000000 Penalty: 5163.720215
	Iteration 84Q: 3 clusters Score -4743523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4743529.500000 Penalty: 5163.720215
	Iteration 85Q: 3 clusters Score -4743530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4743525.000000 Penalty: 5163.720215
	Iteration 86Q: 3 clusters Score -4743525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -4743530.000000 Penalty: 5163.720215
	Iteration 87Q: 3 clusters Score -4743530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4743540.000000 Penalty: 5163.720215
	Iteration 88Q: 3 clusters Score -4743540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4743533.500000 Penalty: 5163.720215
	Iteration 89Q: 3 clusters Score -4743534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -4743535.500000 Penalty: 5163.720215
	Iteration 90Q: 3 clusters Score -4743536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4743544.500000 Penalty: 5163.720215
	Iteration 91Q: 3 clusters Score -4743544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4743537.000000 Penalty: 5163.720215
	Iteration 92Q: 3 clusters Score -4743537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4743537.000000 Penalty: 5163.720215
	Iteration 93Q: 3 clusters Score -4743537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4743529.000000 Penalty: 5163.720215
	Iteration 94Q: 3 clusters Score -4743529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4743531.000000 Penalty: 5163.720215
	Iteration 95Q: 3 clusters Score -4743531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4743532.000000 Penalty: 5163.720215
	Iteration 96Q: 3 clusters Score -4743532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -4743536.500000 Penalty: 5163.720215
	Iteration 97Q: 3 clusters Score -4743536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -4743540.500000 Penalty: 5163.720215
	Iteration 98Q: 3 clusters Score -4743540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -4743549.000000 Penalty: 5163.720215
	Iteration 99Q: 3 clusters Score -4743549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4743539.500000 Penalty: 5163.720215
	Iteration 100F: 3 clusters Score -4743540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -4743541.000000 Penalty: 5163.720215
	Iteration 101Q: 3 clusters Score -4743541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -4743545.500000 Penalty: 5163.720215
	Iteration 102Q: 3 clusters Score -4743546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -4743557.000000 Penalty: 5163.720215
	Iteration 103Q: 3 clusters Score -4743557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4743560.500000 Penalty: 5163.720215
	Iteration 104Q: 3 clusters Score -4743560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4743554.000000 Penalty: 5163.720215
	Iteration 105Q: 3 clusters Score -4743554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -4743564.500000 Penalty: 5163.720215
	Iteration 106Q: 3 clusters Score -4743564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -4743572.000000 Penalty: 5163.720215
	Iteration 107Q: 3 clusters Score -4743572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -4743573.500000 Penalty: 5163.720215
	Iteration 108Q: 3 clusters Score -4743574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -4743571.000000 Penalty: 5163.720215
	Iteration 109Q: 3 clusters Score -4743571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -4743559.000000 Penalty: 5163.720215
	Iteration 110Q: 3 clusters Score -4743559 nChanged 41
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Mstep: Class 1 contains 21490 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4743574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4743590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4743602.000000 Penalty: 5163.720215
	Iteration 113Q: 3 clusters Score -4743602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4743601.000000 Penalty: 5163.720215
	Iteration 114Q: 3 clusters Score -4743601 nChanged 33
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Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4743606.000000 Penalty: 5163.720215
	Iteration 115Q: 3 clusters Score -4743606 nChanged 40
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Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -4743620.500000 Penalty: 5163.720215
	Iteration 116Q: 3 clusters Score -4743620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4743631.000000 Penalty: 5163.720215
	Iteration 117Q: 3 clusters Score -4743631 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -4743617.500000 Penalty: 5163.720215
	Iteration 118Q: 3 clusters Score -4743618 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4743629.000000 Penalty: 5163.720215
	Iteration 119Q: 3 clusters Score -4743629 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4743631 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -4743634.500000 Penalty: 5163.720215
	Iteration 121Q: 3 clusters Score -4743634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -4743642.000000 Penalty: 5163.720215
	Iteration 122Q: 3 clusters Score -4743642 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -4743646.000000 Penalty: 5163.720215
	Iteration 123Q: 3 clusters Score -4743646 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -4743649.500000 Penalty: 5163.720215
	Iteration 124Q: 3 clusters Score -4743650 nChanged 72
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Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 10932 members 
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Mstep: Class 2 contains 10043 members 
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Mstep: Class 1 contains 23515 members 
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	Iteration 211Q: 3 clusters Score -4746512 nChanged 6
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	Iteration 212Q: 3 clusters Score -4746518 nChanged 5
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	Iteration 213Q: 3 clusters Score -4746514 nChanged 4
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	Iteration 214Q: 3 clusters Score -4746517 nChanged 8
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	Iteration 215Q: 3 clusters Score -4746526 nChanged 7
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	Iteration 216Q: 3 clusters Score -4746526 nChanged 5
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	Iteration 217Q: 3 clusters Score -4746532 nChanged 4
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Score: -4746536.000000 Penalty: 5163.720215
	Iteration 218Q: 3 clusters Score -4746536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4746531.500000 Penalty: 5163.720215
	Iteration 219Q: 3 clusters Score -4746532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4746537.500000 Penalty: 5163.720215
	Iteration 220F: 3 clusters Score -4746538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4746536.000000 Penalty: 5163.720215
	Iteration 221Q: 3 clusters Score -4746536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4746537.000000 Penalty: 5163.720215
	Iteration 222Q: 3 clusters Score -4746537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4746540.500000 Penalty: 5163.720215
	Iteration 223Q: 3 clusters Score -4746540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4746540.500000 Penalty: 5163.720215
	Iteration 224F: 3 clusters Score -4746540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Entering Unmasked Estep 
Score: -5698059.000000 Penalty: 2636.227295
	Iteration 0F: 2 clusters Score -5698059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -5670059.500000 Penalty: 5272.454590
	Iteration 0F: 3 clusters Score -5670060 nChanged 18891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -5680595.500000 Penalty: 5272.454590
	Iteration 1F: 3 clusters Score -5680596 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -5681302.500000 Penalty: 5272.454590
	Iteration 2Q: 3 clusters Score -5681302 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -5682033.000000 Penalty: 5272.454590
	Iteration 3Q: 3 clusters Score -5682033 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -5683141.000000 Penalty: 5272.454590
	Iteration 4F: 3 clusters Score -5683141 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -5684982.500000 Penalty: 5272.454590
	Iteration 5F: 3 clusters Score -5684982 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -5687578.500000 Penalty: 5272.454590
	Iteration 6F: 3 clusters Score -5687578 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -5690712.000000 Penalty: 5272.454590
	Iteration 7F: 3 clusters Score -5690712 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5693273.000000 Penalty: 5272.454590
	Iteration 8F: 3 clusters Score -5693273 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5694759.000000 Penalty: 5272.454590
	Iteration 9Q: 3 clusters Score -5694759 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5695371.500000 Penalty: 5272.454590
	Iteration 10Q: 3 clusters Score -5695372 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5695617.000000 Penalty: 5272.454590
	Iteration 11Q: 3 clusters Score -5695617 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5695716.500000 Penalty: 5272.454590
	Iteration 12Q: 3 clusters Score -5695716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5695767.000000 Penalty: 5272.454590
	Iteration 13Q: 3 clusters Score -5695767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5695798.000000 Penalty: 5272.454590
	Iteration 14Q: 3 clusters Score -5695798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5695812.500000 Penalty: 5272.454590
	Iteration 15Q: 3 clusters Score -5695812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5695828.500000 Penalty: 5272.454590
	Iteration 16Q: 3 clusters Score -5695828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5695851.500000 Penalty: 5272.454590
	Iteration 17Q: 3 clusters Score -5695852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5695855.500000 Penalty: 5272.454590
	Iteration 18Q: 3 clusters Score -5695856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5695861.000000 Penalty: 5272.454590
	Iteration 19Q: 3 clusters Score -5695861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5695866.500000 Penalty: 5272.454590
	Iteration 20F: 3 clusters Score -5695866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5695868.000000 Penalty: 5272.454590
	Iteration 21Q: 3 clusters Score -5695868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5695872.000000 Penalty: 5272.454590
	Iteration 22Q: 3 clusters Score -5695872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5695871.000000 Penalty: 5272.454590
	Iteration 23Q: 3 clusters Score -5695871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5695875.500000 Penalty: 5272.454590
	Iteration 24Q: 3 clusters Score -5695876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5695875.500000 Penalty: 5272.454590
	Iteration 25F: 3 clusters Score -5695876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -77802.765625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -77802.77 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 325 members 
Entering Unmasked Estep 
Score: -76152.140625 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -76152.14 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76443.078125 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -76443.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76619.796875 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -76619.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76712.453125 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -76712.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76756.742188 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -76756.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76789.132812 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -76789.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76796.078125 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -76796.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76799.945312 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -76799.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76801.468750 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -76801.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76803.312500 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -76803.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76814.351562 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -76814.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76823.664062 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -76823.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76826.828125 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -76826.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76831.851562 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -76831.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76838.468750 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -76838.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76840.164062 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -76840.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76840.164062 Penalty: 3193.125000
	Iteration 16F: 3 clusters Score -76840.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -31252.373047 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -31252.37 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 137 members 
Entering Unmasked Estep 
Score: -30044.537109 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -30044.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30119.123047 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -30119.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30144.824219 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -30144.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30144.824219 Penalty: 2765.670898
	Iteration 3F: 3 clusters Score -30144.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82663 members 
Mstep: Class 4 contains 161903 members 
Mstep: Class 5 contains 60716 members 
Mstep: Class 6 contains 12562 members 
Mstep: Class 7 contains 36556 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112245 members 
Mstep: Class 11 contains 116441 members 
Mstep: Class 12 contains 42030 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158242 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26140 members 
Mstep: Class 17 contains 2833 members 
Mstep: Class 18 contains 42887 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12999 members 
Mstep: Class 21 contains 102814 members 
Mstep: Class 22 contains 33214 members 
Mstep: Class 23 contains 41355 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069776.000000 Penalty: 86006.992188
Iteration 159Q: 26 clusters Score -1.470698e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82693 members 
Mstep: Class 4 contains 161876 members 
Mstep: Class 5 contains 60706 members 
Mstep: Class 6 contains 12566 members 
Mstep: Class 7 contains 36543 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112289 members 
Mstep: Class 11 contains 116169 members 
Mstep: Class 12 contains 42024 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158231 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26146 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 42880 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12999 members 
Mstep: Class 21 contains 103060 members 
Mstep: Class 22 contains 33204 members 
Mstep: Class 23 contains 41382 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069904.000000 Penalty: 86006.992188
Iteration 160F: 26 clusters Score -1.470699e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82717 members 
Mstep: Class 4 contains 161863 members 
Mstep: Class 5 contains 60697 members 
Mstep: Class 6 contains 12565 members 
Mstep: Class 7 contains 36523 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112313 members 
Mstep: Class 11 contains 115916 members 
Mstep: Class 12 contains 42023 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158245 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26159 members 
Mstep: Class 17 contains 2836 members 
Mstep: Class 18 contains 42877 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12988 members 
Mstep: Class 21 contains 103274 members 
Mstep: Class 22 contains 33204 members 
Mstep: Class 23 contains 41407 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069520.000000 Penalty: 86006.992188
Iteration 161Q: 26 clusters Score -1.470695e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82729 members 
Mstep: Class 4 contains 161893 members 
Mstep: Class 5 contains 60683 members 
Mstep: Class 6 contains 12569 members 
Mstep: Class 7 contains 36503 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112365 members 
Mstep: Class 11 contains 115627 members 
Mstep: Class 12 contains 42019 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158219 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26163 members 
Mstep: Class 17 contains 2836 members 
Mstep: Class 18 contains 42879 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 103499 members 
Mstep: Class 22 contains 33197 members 
Mstep: Class 23 contains 41443 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069408.000000 Penalty: 86006.992188
Iteration 162Q: 26 clusters Score -1.470694e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82739 members 
Mstep: Class 4 contains 161894 members 
Mstep: Class 5 contains 60675 members 
Mstep: Class 6 contains 12576 members 
Mstep: Class 7 contains 36490 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112415 members 
Mstep: Class 11 contains 115312 members 
Mstep: Class 12 contains 42010 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158213 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26163 members 
Mstep: Class 17 contains 2837 members 
Mstep: Class 18 contains 42879 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 103742 members 
Mstep: Class 22 contains 33202 members 
Mstep: Class 23 contains 41484 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069280.000000 Penalty: 86006.992188
Iteration 163Q: 26 clusters Score -1.470693e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82762 members 
Mstep: Class 4 contains 161916 members 
Mstep: Class 5 contains 60677 members 
Mstep: Class 6 contains 12579 members 
Mstep: Class 7 contains 36484 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112463 members 
Mstep: Class 11 contains 115017 members 
Mstep: Class 12 contains 42017 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158192 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26166 members 
Mstep: Class 17 contains 2841 members 
Mstep: Class 18 contains 42876 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12981 members 
Mstep: Class 21 contains 103952 members 
Mstep: Class 22 contains 33198 members 
Mstep: Class 23 contains 41511 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069296.000000 Penalty: 86006.992188
Iteration 164Q: 26 clusters Score -1.470693e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82777 members 
Mstep: Class 4 contains 161926 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 36470 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112514 members 
Mstep: Class 11 contains 114754 members 
Mstep: Class 12 contains 42029 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158192 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26173 members 
Mstep: Class 17 contains 2843 members 
Mstep: Class 18 contains 42867 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 104130 members 
Mstep: Class 22 contains 33196 members 
Mstep: Class 23 contains 41534 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069360.000000 Penalty: 86006.992188
Iteration 165Q: 26 clusters Score -1.470694e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82783 members 
Mstep: Class 4 contains 161956 members 
Mstep: Class 5 contains 60696 members 
Mstep: Class 6 contains 12600 members 
Mstep: Class 7 contains 36460 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112538 members 
Mstep: Class 11 contains 114529 members 
Mstep: Class 12 contains 42030 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158181 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26180 members 
Mstep: Class 17 contains 2843 members 
Mstep: Class 18 contains 42864 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 104280 members 
Mstep: Class 22 contains 33185 members 
Mstep: Class 23 contains 41558 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069104.000000 Penalty: 86006.992188
Iteration 166Q: 26 clusters Score -1.470691e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 82773 members 
Mstep: Class 4 contains 161977 members 
Mstep: Class 5 contains 60698 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 36446 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112580 members 
Mstep: Class 11 contains 114301 members 
Mstep: Class 12 contains 42035 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158200 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26181 members 
Mstep: Class 17 contains 2844 members 
Mstep: Class 18 contains 42849 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12953 members 
Mstep: Class 21 contains 104441 members 
Mstep: Class 22 contains 33177 members 
Mstep: Class 23 contains 41578 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069040.000000 Penalty: 86006.992188
Iteration 167Q: 26 clusters Score -1.47069e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 82762 members 
Mstep: Class 4 contains 161983 members 
Mstep: Class 5 contains 60683 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 36439 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112621 members 
Mstep: Class 11 contains 114077 members 
Mstep: Class 12 contains 42039 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158251 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26182 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 18 contains 42839 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12945 members 
Mstep: Class 21 contains 104602 members 
Mstep: Class 22 contains 33168 members 
Mstep: Class 23 contains 41595 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069152.000000 Penalty: 86006.992188
Iteration 168Q: 26 clusters Score -1.470692e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 82764 members 
Mstep: Class 4 contains 161976 members 
Mstep: Class 5 contains 60682 members 
Mstep: Class 6 contains 12613 members 
Mstep: Class 7 contains 36430 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112671 members 
Mstep: Class 11 contains 113862 members 
Mstep: Class 12 contains 42039 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158302 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 18 contains 42840 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12943 members 
Mstep: Class 21 contains 104732 members 
Mstep: Class 22 contains 33148 members 
Mstep: Class 23 contains 41617 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069200.000000 Penalty: 86006.992188
Iteration 169Q: 26 clusters Score -1.470692e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 82773 members 
Mstep: Class 4 contains 161953 members 
Mstep: Class 5 contains 60685 members 
Mstep: Class 6 contains 12623 members 
Mstep: Class 7 contains 36422 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112717 members 
Mstep: Class 11 contains 113633 members 
Mstep: Class 12 contains 42049 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158349 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26178 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 42823 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12948 members 
Mstep: Class 21 contains 104860 members 
Mstep: Class 22 contains 33138 members 
Mstep: Class 23 contains 41651 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069200.000000 Penalty: 86006.992188
Iteration 170Q: 26 clusters Score -1.470692e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 82778 members 
Mstep: Class 4 contains 161922 members 
Mstep: Class 5 contains 60686 members 
Mstep: Class 6 contains 12632 members 
Mstep: Class 7 contains 36416 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112754 members 
Mstep: Class 11 contains 113427 members 
Mstep: Class 12 contains 42063 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158404 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26193 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42805 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12951 members 
Mstep: Class 21 contains 104985 members 
Mstep: Class 22 contains 33121 members 
Mstep: Class 23 contains 41668 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069280.000000 Penalty: 86006.992188
Iteration 171Q: 26 clusters Score -1.470693e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 82787 members 
Mstep: Class 4 contains 161883 members 
Mstep: Class 5 contains 60698 members 
Mstep: Class 6 contains 12648 members 
Mstep: Class 7 contains 36409 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112794 members 
Mstep: Class 11 contains 113225 members 
Mstep: Class 12 contains 42072 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158444 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26214 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42784 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12954 members 
Mstep: Class 21 contains 105102 members 
Mstep: Class 22 contains 33111 members 
Mstep: Class 23 contains 41689 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069328.000000 Penalty: 86006.992188
Iteration 172Q: 26 clusters Score -1.470693e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 82785 members 
Mstep: Class 4 contains 161861 members 
Mstep: Class 5 contains 60696 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 36406 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112829 members 
Mstep: Class 11 contains 113069 members 
Mstep: Class 12 contains 42073 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158481 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26221 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42753 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 105216 members 
Mstep: Class 22 contains 33098 members 
Mstep: Class 23 contains 41713 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069376.000000 Penalty: 86006.992188
Iteration 173Q: 26 clusters Score -1.470694e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 82767 members 
Mstep: Class 4 contains 161861 members 
Mstep: Class 5 contains 60683 members 
Mstep: Class 6 contains 12666 members 
Mstep: Class 7 contains 36399 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112862 members 
Mstep: Class 11 contains 112904 members 
Mstep: Class 12 contains 42087 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158511 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26231 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42723 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12970 members 
Mstep: Class 21 contains 105327 members 
Mstep: Class 22 contains 33091 members 
Mstep: Class 23 contains 41738 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069408.000000 Penalty: 86006.992188
Iteration 174Q: 26 clusters Score -1.470694e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 82776 members 
Mstep: Class 4 contains 161833 members 
Mstep: Class 5 contains 60677 members 
Mstep: Class 6 contains 12658 members 
Mstep: Class 7 contains 36402 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112898 members 
Mstep: Class 11 contains 112754 members 
Mstep: Class 12 contains 42081 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158544 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26239 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42703 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12974 members 
Mstep: Class 21 contains 105444 members 
Mstep: Class 22 contains 33079 members 
Mstep: Class 23 contains 41765 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069152.000000 Penalty: 86006.992188
Iteration 175Q: 26 clusters Score -1.470692e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 82788 members 
Mstep: Class 4 contains 161825 members 
Mstep: Class 5 contains 60665 members 
Mstep: Class 6 contains 12670 members 
Mstep: Class 7 contains 36390 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112926 members 
Mstep: Class 11 contains 112606 members 
Mstep: Class 12 contains 42083 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158587 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26245 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42675 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12974 members 
Mstep: Class 21 contains 105554 members 
Mstep: Class 22 contains 33072 members 
Mstep: Class 23 contains 41779 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069024.000000 Penalty: 86006.992188
Iteration 176Q: 26 clusters Score -1.47069e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 82808 members 
Mstep: Class 4 contains 161842 members 
Mstep: Class 5 contains 60662 members 
Mstep: Class 6 contains 12675 members 
Mstep: Class 7 contains 36386 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112948 members 
Mstep: Class 11 contains 112436 members 
Mstep: Class 12 contains 42075 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158605 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26267 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42653 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12975 members 
Mstep: Class 21 contains 105656 members 
Mstep: Class 22 contains 33068 members 
Mstep: Class 23 contains 41794 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068848.000000 Penalty: 86006.992188
Iteration 177Q: 26 clusters Score -1.470688e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1045 members 
Mstep: Class 3 contains 82822 members 
Mstep: Class 4 contains 161841 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 12681 members 
Mstep: Class 7 contains 36381 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112977 members 
Mstep: Class 11 contains 112280 members 
Mstep: Class 12 contains 42083 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158631 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26278 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42638 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12976 members 
Mstep: Class 21 contains 105747 members 
Mstep: Class 22 contains 33057 members 
Mstep: Class 23 contains 41807 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 178Q: 26 clusters Score -1.470688e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 82846 members 
Mstep: Class 4 contains 161834 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 12682 members 
Mstep: Class 7 contains 36374 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112995 members 
Mstep: Class 11 contains 112111 members 
Mstep: Class 12 contains 42085 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158666 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26279 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42625 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12978 members 
Mstep: Class 21 contains 105859 members 
Mstep: Class 22 contains 33055 members 
Mstep: Class 23 contains 41815 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068992.000000 Penalty: 86006.992188
Iteration 179Q: 26 clusters Score -1.47069e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 82873 members 
Mstep: Class 4 contains 161798 members 
Mstep: Class 5 contains 60670 members 
Mstep: Class 6 contains 12682 members 
Mstep: Class 7 contains 36364 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113014 members 
Mstep: Class 11 contains 111966 members 
Mstep: Class 12 contains 42095 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158697 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26294 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42616 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12978 members 
Mstep: Class 21 contains 105946 members 
Mstep: Class 22 contains 33047 members 
Mstep: Class 23 contains 41826 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069120.000000 Penalty: 86006.992188
Iteration 180F: 26 clusters Score -1.470691e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 82897 members 
Mstep: Class 4 contains 161772 members 
Mstep: Class 5 contains 60676 members 
Mstep: Class 6 contains 12691 members 
Mstep: Class 7 contains 36362 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113038 members 
Mstep: Class 11 contains 111820 members 
Mstep: Class 12 contains 42105 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158737 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26303 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42599 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12981 members 
Mstep: Class 21 contains 106020 members 
Mstep: Class 22 contains 33034 members 
Mstep: Class 23 contains 41835 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069168.000000 Penalty: 86006.992188
Iteration 181Q: 26 clusters Score -1.470692e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 82905 members 
Mstep: Class 4 contains 161787 members 
Mstep: Class 5 contains 60696 members 
Mstep: Class 6 contains 12691 members 
Mstep: Class 7 contains 36349 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113062 members 
Mstep: Class 11 contains 111715 members 
Mstep: Class 12 contains 42106 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158738 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26311 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42584 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12981 members 
Mstep: Class 21 contains 106091 members 
Mstep: Class 22 contains 33015 members 
Mstep: Class 23 contains 41845 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069072.000000 Penalty: 86006.992188
Iteration 182Q: 26 clusters Score -1.470691e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 82914 members 
Mstep: Class 4 contains 161794 members 
Mstep: Class 5 contains 60703 members 
Mstep: Class 6 contains 12717 members 
Mstep: Class 7 contains 36335 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113069 members 
Mstep: Class 11 contains 111623 members 
Mstep: Class 12 contains 42110 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158748 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26319 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 42556 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12983 members 
Mstep: Class 21 contains 106158 members 
Mstep: Class 22 contains 32999 members 
Mstep: Class 23 contains 41860 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068736.000000 Penalty: 86006.992188
Iteration 183Q: 26 clusters Score -1.470687e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 82927 members 
Mstep: Class 4 contains 161804 members 
Mstep: Class 5 contains 60703 members 
Mstep: Class 6 contains 12733 members 
Mstep: Class 7 contains 36326 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113061 members 
Mstep: Class 11 contains 111543 members 
Mstep: Class 12 contains 42112 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158795 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26321 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 42535 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12986 members 
Mstep: Class 21 contains 106196 members 
Mstep: Class 22 contains 32982 members 
Mstep: Class 23 contains 41867 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068752.000000 Penalty: 86006.992188
Iteration 184Q: 26 clusters Score -1.470688e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 82935 members 
Mstep: Class 4 contains 161780 members 
Mstep: Class 5 contains 60710 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 36323 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113067 members 
Mstep: Class 11 contains 111447 members 
Mstep: Class 12 contains 42104 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158844 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26317 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 42519 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12993 members 
Mstep: Class 21 contains 106259 members 
Mstep: Class 22 contains 32970 members 
Mstep: Class 23 contains 41884 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068752.000000 Penalty: 86006.992188
Iteration 185Q: 26 clusters Score -1.470688e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 82945 members 
Mstep: Class 4 contains 161787 members 
Mstep: Class 5 contains 60718 members 
Mstep: Class 6 contains 12751 members 
Mstep: Class 7 contains 36322 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113054 members 
Mstep: Class 11 contains 111356 members 
Mstep: Class 12 contains 42096 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158868 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26315 members 
Mstep: Class 17 contains 2852 members 
Mstep: Class 18 contains 42519 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12998 members 
Mstep: Class 21 contains 106301 members 
Mstep: Class 22 contains 32970 members 
Mstep: Class 23 contains 41894 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068624.000000 Penalty: 86006.992188
Iteration 186Q: 26 clusters Score -1.470686e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 82962 members 
Mstep: Class 4 contains 161768 members 
Mstep: Class 5 contains 60722 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 36311 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113070 members 
Mstep: Class 11 contains 111262 members 
Mstep: Class 12 contains 42087 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158893 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26326 members 
Mstep: Class 17 contains 2852 members 
Mstep: Class 18 contains 42524 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12997 members 
Mstep: Class 21 contains 106372 members 
Mstep: Class 22 contains 32956 members 
Mstep: Class 23 contains 41906 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068736.000000 Penalty: 86006.992188
Iteration 187Q: 26 clusters Score -1.470687e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 82989 members 
Mstep: Class 4 contains 161748 members 
Mstep: Class 5 contains 60720 members 
Mstep: Class 6 contains 12733 members 
Mstep: Class 7 contains 36303 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113099 members 
Mstep: Class 11 contains 111168 members 
Mstep: Class 12 contains 42093 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158910 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26335 members 
Mstep: Class 17 contains 2853 members 
Mstep: Class 18 contains 42518 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12994 members 
Mstep: Class 21 contains 106420 members 
Mstep: Class 22 contains 32948 members 
Mstep: Class 23 contains 41917 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068896.000000 Penalty: 86006.992188
Iteration 188Q: 26 clusters Score -1.470689e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83002 members 
Mstep: Class 4 contains 161747 members 
Mstep: Class 5 contains 60715 members 
Mstep: Class 6 contains 12735 members 
Mstep: Class 7 contains 36300 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113122 members 
Mstep: Class 11 contains 111080 members 
Mstep: Class 12 contains 42100 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158914 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26330 members 
Mstep: Class 17 contains 2853 members 
Mstep: Class 18 contains 42514 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12994 members 
Mstep: Class 21 contains 106473 members 
Mstep: Class 22 contains 32942 members 
Mstep: Class 23 contains 41932 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 189Q: 26 clusters Score -1.470688e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83024 members 
Mstep: Class 4 contains 161764 members 
Mstep: Class 5 contains 60712 members 
Mstep: Class 6 contains 12735 members 
Mstep: Class 7 contains 36308 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113138 members 
Mstep: Class 11 contains 110980 members 
Mstep: Class 12 contains 42108 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158910 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26323 members 
Mstep: Class 17 contains 2853 members 
Mstep: Class 18 contains 42507 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 12999 members 
Mstep: Class 21 contains 106521 members 
Mstep: Class 22 contains 32936 members 
Mstep: Class 23 contains 41937 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068784.000000 Penalty: 86006.992188
Iteration 190Q: 26 clusters Score -1.470688e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83035 members 
Mstep: Class 4 contains 161775 members 
Mstep: Class 5 contains 60707 members 
Mstep: Class 6 contains 12728 members 
Mstep: Class 7 contains 36301 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113160 members 
Mstep: Class 11 contains 110895 members 
Mstep: Class 12 contains 42123 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158906 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26322 members 
Mstep: Class 17 contains 2853 members 
Mstep: Class 18 contains 42500 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13005 members 
Mstep: Class 21 contains 106569 members 
Mstep: Class 22 contains 32939 members 
Mstep: Class 23 contains 41940 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068512.000000 Penalty: 86006.992188
Iteration 191Q: 26 clusters Score -1.470685e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83038 members 
Mstep: Class 4 contains 161800 members 
Mstep: Class 5 contains 60708 members 
Mstep: Class 6 contains 12725 members 
Mstep: Class 7 contains 36297 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113186 members 
Mstep: Class 11 contains 110823 members 
Mstep: Class 12 contains 42132 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 158889 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26323 members 
Mstep: Class 17 contains 2853 members 
Mstep: Class 18 contains 42494 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13008 members 
Mstep: Class 21 contains 106607 members 
Mstep: Class 22 contains 32935 members 
Mstep: Class 23 contains 41944 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068512.000000 Penalty: 86006.992188
Iteration 192Q: 26 clusters Score -1.470685e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83031 members 
Mstep: Class 4 contains 161799 members 
Mstep: Class 5 contains 60704 members 
Mstep: Class 6 contains 12738 members 
Mstep: Class 7 contains 36297 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113213 members 
Mstep: Class 11 contains 110750 members 
Mstep: Class 12 contains 42137 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158873 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26328 members 
Mstep: Class 17 contains 2853 members 
Mstep: Class 18 contains 42495 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13011 members 
Mstep: Class 21 contains 106653 members 
Mstep: Class 22 contains 32927 members 
Mstep: Class 23 contains 41954 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068272.000000 Penalty: 86006.992188
Iteration 193Q: 26 clusters Score -1.470683e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83048 members 
Mstep: Class 4 contains 161801 members 
Mstep: Class 5 contains 60700 members 
Mstep: Class 6 contains 12739 members 
Mstep: Class 7 contains 36301 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113221 members 
Mstep: Class 11 contains 110671 members 
Mstep: Class 12 contains 42136 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158860 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26328 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 18 contains 42499 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13014 members 
Mstep: Class 21 contains 106703 members 
Mstep: Class 22 contains 32924 members 
Mstep: Class 23 contains 41965 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068192.000000 Penalty: 86006.992188
Iteration 194Q: 26 clusters Score -1.470682e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83047 members 
Mstep: Class 4 contains 161830 members 
Mstep: Class 5 contains 60705 members 
Mstep: Class 6 contains 12732 members 
Mstep: Class 7 contains 36305 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113225 members 
Mstep: Class 11 contains 110577 members 
Mstep: Class 12 contains 42134 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158855 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26338 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 42507 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13017 members 
Mstep: Class 21 contains 106760 members 
Mstep: Class 22 contains 32917 members 
Mstep: Class 23 contains 41961 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068096.000000 Penalty: 86006.992188
Iteration 195Q: 26 clusters Score -1.470681e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83055 members 
Mstep: Class 4 contains 161843 members 
Mstep: Class 5 contains 60702 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 36310 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113234 members 
Mstep: Class 11 contains 110499 members 
Mstep: Class 12 contains 42134 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158865 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26341 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 42512 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 106794 members 
Mstep: Class 22 contains 32905 members 
Mstep: Class 23 contains 41967 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068240.000000 Penalty: 86006.992188
Iteration 196Q: 26 clusters Score -1.470682e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83071 members 
Mstep: Class 4 contains 161874 members 
Mstep: Class 5 contains 60689 members 
Mstep: Class 6 contains 12767 members 
Mstep: Class 7 contains 36303 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113241 members 
Mstep: Class 11 contains 110420 members 
Mstep: Class 12 contains 42136 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158861 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26344 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 42504 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 106831 members 
Mstep: Class 22 contains 32896 members 
Mstep: Class 23 contains 41966 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068272.000000 Penalty: 86006.992188
Iteration 197Q: 26 clusters Score -1.470683e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83087 members 
Mstep: Class 4 contains 161891 members 
Mstep: Class 5 contains 60677 members 
Mstep: Class 6 contains 12793 members 
Mstep: Class 7 contains 36292 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113257 members 
Mstep: Class 11 contains 110356 members 
Mstep: Class 12 contains 42139 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158856 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26356 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 42488 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 106855 members 
Mstep: Class 22 contains 32893 members 
Mstep: Class 23 contains 41966 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068064.000000 Penalty: 86006.992188
Iteration 198Q: 26 clusters Score -1.470681e+08 nChanged 539
Entering ConstructFrom: 
Score: -147068064.000000 Penalty: 86006.992188
Entering ConstructFrom: 
Trying to split cluster 1 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -598562.312500 Penalty: 2078.637451
	Iteration 0F: 2 clusters Score -598562.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -594401.312500 Penalty: 4157.274902
	Iteration 0F: 3 clusters Score -594401.3 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -595414.125000 Penalty: 4157.274902
	Iteration 1F: 3 clusters Score -595414.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -595635.062500 Penalty: 4157.274902
	Iteration 2F: 3 clusters Score -595635.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -595766.125000 Penalty: 4157.274902
	Iteration 3Q: 3 clusters Score -595766.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -595869.187500 Penalty: 4157.274902
	Iteration 4Q: 3 clusters Score -595869.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -595962.875000 Penalty: 4157.274902
	Iteration 5Q: 3 clusters Score -595962.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -596052.375000 Penalty: 4157.274902
	Iteration 6Q: 3 clusters Score -596052.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -596139.625000 Penalty: 4157.274902
	Iteration 7Q: 3 clusters Score -596139.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -596213.625000 Penalty: 4157.274902
	Iteration 8Q: 3 clusters Score -596213.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -596279.500000 Penalty: 4157.274902
	Iteration 9Q: 3 clusters Score -596279.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -596344.312500 Penalty: 4157.274902
	Iteration 10Q: 3 clusters Score -596344.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -596405.375000 Penalty: 4157.274902
	Iteration 11Q: 3 clusters Score -596405.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -596467.250000 Penalty: 4157.274902
	Iteration 12Q: 3 clusters Score -596467.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -596529.625000 Penalty: 4157.274902
	Iteration 13Q: 3 clusters Score -596529.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -596582.937500 Penalty: 4157.274902
	Iteration 14Q: 3 clusters Score -596582.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -596641.500000 Penalty: 4157.274902
	Iteration 15Q: 3 clusters Score -596641.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -596699.687500 Penalty: 4157.274902
	Iteration 16Q: 3 clusters Score -596699.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -596741.062500 Penalty: 4157.274902
	Iteration 17Q: 3 clusters Score -596741.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -596786.250000 Penalty: 4157.274902
	Iteration 18Q: 3 clusters Score -596786.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -596823.625000 Penalty: 4157.274902
	Iteration 19Q: 3 clusters Score -596823.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -596849.312500 Penalty: 4157.274902
	Iteration 20F: 3 clusters Score -596849.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -596874.437500 Penalty: 4157.274902
	Iteration 21Q: 3 clusters Score -596874.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -596899.062500 Penalty: 4157.274902
	Iteration 22Q: 3 clusters Score -596899.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -596916.687500 Penalty: 4157.274902
	Iteration 23Q: 3 clusters Score -596916.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -596930.750000 Penalty: 4157.274902
	Iteration 24Q: 3 clusters Score -596930.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -596942.000000 Penalty: 4157.274902
	Iteration 25Q: 3 clusters Score -596942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -596948.562500 Penalty: 4157.274902
	Iteration 26Q: 3 clusters Score -596948.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -596950.937500 Penalty: 4157.274902
	Iteration 27Q: 3 clusters Score -596950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -596953.500000 Penalty: 4157.274902
	Iteration 28Q: 3 clusters Score -596953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -596954.687500 Penalty: 4157.274902
	Iteration 29Q: 3 clusters Score -596954.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -596956.250000 Penalty: 4157.274902
	Iteration 30Q: 3 clusters Score -596956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -596956.250000 Penalty: 4157.274902
	Iteration 31Q: 3 clusters Score -596956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -596956.250000 Penalty: 4157.274902
	Iteration 32F: 3 clusters Score -596956.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -146119.234375 Penalty: 1723.564331
	Iteration 0F: 2 clusters Score -146119.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144119.468750 Penalty: 3447.128662
	Iteration 0F: 3 clusters Score -144119.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -144365.156250 Penalty: 3447.128662
	Iteration 1F: 3 clusters Score -144365.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -144430.015625 Penalty: 3447.128662
	Iteration 2F: 3 clusters Score -144430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -144475.421875 Penalty: 3447.128662
	Iteration 3Q: 3 clusters Score -144475.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144508.937500 Penalty: 3447.128662
	Iteration 4Q: 3 clusters Score -144508.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -144538.500000 Penalty: 3447.128662
	Iteration 5Q: 3 clusters Score -144538.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144564.062500 Penalty: 3447.128662
	Iteration 6Q: 3 clusters Score -144564.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -144584.625000 Penalty: 3447.128662
	Iteration 7Q: 3 clusters Score -144584.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144599.578125 Penalty: 3447.128662
	Iteration 8Q: 3 clusters Score -144599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -144609.734375 Penalty: 3447.128662
	Iteration 9Q: 3 clusters Score -144609.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144619.968750 Penalty: 3447.128662
	Iteration 10Q: 3 clusters Score -144620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144631.796875 Penalty: 3447.128662
	Iteration 11Q: 3 clusters Score -144631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144634.609375 Penalty: 3447.128662
	Iteration 12Q: 3 clusters Score -144634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144641.375000 Penalty: 3447.128662
	Iteration 13Q: 3 clusters Score -144641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144645.921875 Penalty: 3447.128662
	Iteration 14Q: 3 clusters Score -144645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144650.593750 Penalty: 3447.128662
	Iteration 15Q: 3 clusters Score -144650.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144651.921875 Penalty: 3447.128662
	Iteration 16Q: 3 clusters Score -144651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144653.750000 Penalty: 3447.128662
	Iteration 17Q: 3 clusters Score -144653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144653.750000 Penalty: 3447.128662
	Iteration 18F: 3 clusters Score -144653.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Entering Unmasked Estep 
Score: -11822445.000000 Penalty: 2809.285400
	Iteration 0F: 2 clusters Score -1.182244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -11766703.000000 Penalty: 5618.570801
	Iteration 0F: 3 clusters Score -1.17667e+07 nChanged 39227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -11788794.000000 Penalty: 5618.570801
	Iteration 1F: 3 clusters Score -1.178879e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -11789460.000000 Penalty: 5618.570801
	Iteration 2Q: 3 clusters Score -1.178946e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -11790113.000000 Penalty: 5618.570801
	Iteration 3Q: 3 clusters Score -1.179011e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -11791010.000000 Penalty: 5618.570801
	Iteration 4Q: 3 clusters Score -1.179101e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -11792060.000000 Penalty: 5618.570801
	Iteration 5Q: 3 clusters Score -1.179206e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -11793554.000000 Penalty: 5618.570801
	Iteration 6Q: 3 clusters Score -1.179355e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -11795900.000000 Penalty: 5618.570801
	Iteration 7F: 3 clusters Score -1.17959e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -11799226.000000 Penalty: 5618.570801
	Iteration 8F: 3 clusters Score -1.179923e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -11803301.000000 Penalty: 5618.570801
	Iteration 9F: 3 clusters Score -1.18033e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -11807266.000000 Penalty: 5618.570801
	Iteration 10F: 3 clusters Score -1.180727e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -11809785.000000 Penalty: 5618.570801
	Iteration 11F: 3 clusters Score -1.180978e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -11810884.000000 Penalty: 5618.570801
	Iteration 12Q: 3 clusters Score -1.181088e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -11811526.000000 Penalty: 5618.570801
	Iteration 13Q: 3 clusters Score -1.181153e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -11812105.000000 Penalty: 5618.570801
	Iteration 14Q: 3 clusters Score -1.18121e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -11812646.000000 Penalty: 5618.570801
	Iteration 15Q: 3 clusters Score -1.181265e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -11813154.000000 Penalty: 5618.570801
	Iteration 16Q: 3 clusters Score -1.181315e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -11813585.000000 Penalty: 5618.570801
	Iteration 17Q: 3 clusters Score -1.181358e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -11814059.000000 Penalty: 5618.570801
	Iteration 18Q: 3 clusters Score -1.181406e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -11814535.000000 Penalty: 5618.570801
	Iteration 19Q: 3 clusters Score -1.181454e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -11815018.000000 Penalty: 5618.570801
	Iteration 20F: 3 clusters Score -1.181502e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -11815500.000000 Penalty: 5618.570801
	Iteration 21Q: 3 clusters Score -1.18155e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -11815945.000000 Penalty: 5618.570801
	Iteration 22Q: 3 clusters Score -1.181594e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
Score: -11816343.000000 Penalty: 5618.570801
	Iteration 23Q: 3 clusters Score -1.181634e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -11816675.000000 Penalty: 5618.570801
	Iteration 24Q: 3 clusters Score -1.181668e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 73702 members 
Entering Unmasked Estep 
Score: -11817030.000000 Penalty: 5618.570801
	Iteration 25Q: 3 clusters Score -1.181703e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -11817386.000000 Penalty: 5618.570801
	Iteration 26Q: 3 clusters Score -1.181739e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -11817753.000000 Penalty: 5618.570801
	Iteration 27Q: 3 clusters Score -1.181775e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -11817958.000000 Penalty: 5618.570801
	Iteration 28Q: 3 clusters Score -1.181796e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 76786 members 
Entering Unmasked Estep 
Score: -11818225.000000 Penalty: 5618.570801
	Iteration 29Q: 3 clusters Score -1.181822e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -11818549.000000 Penalty: 5618.570801
	Iteration 30Q: 3 clusters Score -1.181855e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -11818741.000000 Penalty: 5618.570801
	Iteration 31Q: 3 clusters Score -1.181874e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -11818941.000000 Penalty: 5618.570801
	Iteration 32Q: 3 clusters Score -1.181894e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -11819153.000000 Penalty: 5618.570801
	Iteration 33Q: 3 clusters Score -1.181915e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -11819299.000000 Penalty: 5618.570801
	Iteration 34Q: 3 clusters Score -1.18193e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -11819389.000000 Penalty: 5618.570801
	Iteration 35Q: 3 clusters Score -1.181939e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -11819483.000000 Penalty: 5618.570801
	Iteration 36Q: 3 clusters Score -1.181948e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -11819574.000000 Penalty: 5618.570801
	Iteration 37Q: 3 clusters Score -1.181957e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -11819658.000000 Penalty: 5618.570801
	Iteration 38Q: 3 clusters Score -1.181966e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 80538 members 
Entering Unmasked Estep 
Score: -11819764.000000 Penalty: 5618.570801
	Iteration 39Q: 3 clusters Score -1.181976e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -11819835.000000 Penalty: 5618.570801
	Iteration 40F: 3 clusters Score -1.181984e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -11819889.000000 Penalty: 5618.570801
	Iteration 41Q: 3 clusters Score -1.181989e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -11819940.000000 Penalty: 5618.570801
	Iteration 42Q: 3 clusters Score -1.181994e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
Score: -11819971.000000 Penalty: 5618.570801
	Iteration 43Q: 3 clusters Score -1.181997e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -11819996.000000 Penalty: 5618.570801
	Iteration 44Q: 3 clusters Score -1.182e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -11820021.000000 Penalty: 5618.570801
	Iteration 45Q: 3 clusters Score -1.182002e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -11820063.000000 Penalty: 5618.570801
	Iteration 46Q: 3 clusters Score -1.182006e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 81424 members 
Entering Unmasked Estep 
Score: -11820061.000000 Penalty: 5618.570801
	Iteration 47Q: 3 clusters Score -1.182006e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -11820062.000000 Penalty: 5618.570801
	Iteration 48Q: 3 clusters Score -1.182006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -11820060.000000 Penalty: 5618.570801
	Iteration 49Q: 3 clusters Score -1.182006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 81507 members 
Entering Unmasked Estep 
Score: -11820077.000000 Penalty: 5618.570801
	Iteration 50Q: 3 clusters Score -1.182008e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -11820056.000000 Penalty: 5618.570801
	Iteration 51Q: 3 clusters Score -1.182006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -11820059.000000 Penalty: 5618.570801
	Iteration 52Q: 3 clusters Score -1.182006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 81568 members 
Entering Unmasked Estep 
Score: -11820063.000000 Penalty: 5618.570801
	Iteration 53Q: 3 clusters Score -1.182006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -11820068.000000 Penalty: 5618.570801
	Iteration 54Q: 3 clusters Score -1.182007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -11820083.000000 Penalty: 5618.570801
	Iteration 55Q: 3 clusters Score -1.182008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -11820090.000000 Penalty: 5618.570801
	Iteration 56Q: 3 clusters Score -1.182009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -11820088.000000 Penalty: 5618.570801
	Iteration 57Q: 3 clusters Score -1.182009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -11820097.000000 Penalty: 5618.570801
	Iteration 58Q: 3 clusters Score -1.18201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -11820087.000000 Penalty: 5618.570801
	Iteration 59Q: 3 clusters Score -1.182009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 81689 members 
Entering Unmasked Estep 
Score: -11820089.000000 Penalty: 5618.570801
	Iteration 60F: 3 clusters Score -1.182009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 81707 members 
Entering Unmasked Estep 
Score: -11820091.000000 Penalty: 5618.570801
	Iteration 61Q: 3 clusters Score -1.182009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 81720 members 
Entering Unmasked Estep 
Score: -11820088.000000 Penalty: 5618.570801
	Iteration 62Q: 3 clusters Score -1.182009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 81737 members 
Entering Unmasked Estep 
Score: -11820076.000000 Penalty: 5618.570801
	Iteration 63Q: 3 clusters Score -1.182008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 81745 members 
Entering Unmasked Estep 
Score: -11820088.000000 Penalty: 5618.570801
	Iteration 64Q: 3 clusters Score -1.182009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
Score: -11820104.000000 Penalty: 5618.570801
	Iteration 65Q: 3 clusters Score -1.18201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 81770 members 
Entering Unmasked Estep 
Score: -11820114.000000 Penalty: 5618.570801
	Iteration 66Q: 3 clusters Score -1.182011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -11820106.000000 Penalty: 5618.570801
	Iteration 67Q: 3 clusters Score -1.182011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -11820114.000000 Penalty: 5618.570801
	Iteration 68Q: 3 clusters Score -1.182011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 81801 members 
Entering Unmasked Estep 
Score: -11820108.000000 Penalty: 5618.570801
	Iteration 69Q: 3 clusters Score -1.182011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 81812 members 
Entering Unmasked Estep 
Score: -11820116.000000 Penalty: 5618.570801
	Iteration 70Q: 3 clusters Score -1.182012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -11820125.000000 Penalty: 5618.570801
	Iteration 71Q: 3 clusters Score -1.182012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -11820135.000000 Penalty: 5618.570801
	Iteration 72Q: 3 clusters Score -1.182014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -11820132.000000 Penalty: 5618.570801
	Iteration 73Q: 3 clusters Score -1.182013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -11820132.000000 Penalty: 5618.570801
	Iteration 74Q: 3 clusters Score -1.182013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -11820123.000000 Penalty: 5618.570801
	Iteration 75Q: 3 clusters Score -1.182012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 81881 members 
Entering Unmasked Estep 
Score: -11820132.000000 Penalty: 5618.570801
	Iteration 76Q: 3 clusters Score -1.182013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -11820139.000000 Penalty: 5618.570801
	Iteration 77Q: 3 clusters Score -1.182014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 81891 members 
Entering Unmasked Estep 
Score: -11820129.000000 Penalty: 5618.570801
	Iteration 78Q: 3 clusters Score -1.182013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 81895 members 
Entering Unmasked Estep 
Score: -11820137.000000 Penalty: 5618.570801
	Iteration 79Q: 3 clusters Score -1.182014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 81897 members 
Entering Unmasked Estep 
Score: -11820148.000000 Penalty: 5618.570801
	Iteration 80F: 3 clusters Score -1.182015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -11820153.000000 Penalty: 5618.570801
	Iteration 81Q: 3 clusters Score -1.182015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -11820152.000000 Penalty: 5618.570801
	Iteration 82Q: 3 clusters Score -1.182015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 81901 members 
Entering Unmasked Estep 
Score: -11820147.000000 Penalty: 5618.570801
	Iteration 83Q: 3 clusters Score -1.182015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 81901 members 
Entering Unmasked Estep 
Score: -11820147.000000 Penalty: 5618.570801
	Iteration 84F: 3 clusters Score -1.182015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161906 members 
Entering Unmasked Estep 
Score: -22727292.000000 Penalty: 2974.703125
	Iteration 0F: 2 clusters Score -2.272729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -22621730.000000 Penalty: 5949.406250
	Iteration 0F: 3 clusters Score -2.262173e+07 nChanged 77517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 85285 members 
Entering Unmasked Estep 
Score: -22666696.000000 Penalty: 5949.406250
	Iteration 1F: 3 clusters Score -2.26667e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 88205 members 
Entering Unmasked Estep 
Score: -22667956.000000 Penalty: 5949.406250
	Iteration 2Q: 3 clusters Score -2.266796e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -22669942.000000 Penalty: 5949.406250
	Iteration 3Q: 3 clusters Score -2.266994e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -22673846.000000 Penalty: 5949.406250
	Iteration 4Q: 3 clusters Score -2.267385e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 109304 members 
Entering Unmasked Estep 
Score: -22681344.000000 Penalty: 5949.406250
	Iteration 5F: 3 clusters Score -2.268134e+07 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 121793 members 
Entering Unmasked Estep 
Score: -22692388.000000 Penalty: 5949.406250
	Iteration 6F: 3 clusters Score -2.269239e+07 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 134492 members 
Entering Unmasked Estep 
Score: -22705024.000000 Penalty: 5949.406250
	Iteration 7F: 3 clusters Score -2.270502e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 143875 members 
Entering Unmasked Estep 
Score: -22714794.000000 Penalty: 5949.406250
	Iteration 8F: 3 clusters Score -2.271479e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 148800 members 
Entering Unmasked Estep 
Score: -22721076.000000 Penalty: 5949.406250
	Iteration 9Q: 3 clusters Score -2.272108e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 150738 members 
Entering Unmasked Estep 
Score: -22724114.000000 Penalty: 5949.406250
	Iteration 10Q: 3 clusters Score -2.272411e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 151718 members 
Entering Unmasked Estep 
Score: -22725542.000000 Penalty: 5949.406250
	Iteration 11Q: 3 clusters Score -2.272554e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -22726060.000000 Penalty: 5949.406250
	Iteration 12Q: 3 clusters Score -2.272606e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 152900 members 
Entering Unmasked Estep 
Score: -22726516.000000 Penalty: 5949.406250
	Iteration 13Q: 3 clusters Score -2.272652e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 153295 members 
Entering Unmasked Estep 
Score: -22726760.000000 Penalty: 5949.406250
	Iteration 14Q: 3 clusters Score -2.272676e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 153629 members 
Entering Unmasked Estep 
Score: -22726912.000000 Penalty: 5949.406250
	Iteration 15Q: 3 clusters Score -2.272691e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 153878 members 
Entering Unmasked Estep 
Score: -22726992.000000 Penalty: 5949.406250
	Iteration 16Q: 3 clusters Score -2.272699e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 154109 members 
Entering Unmasked Estep 
Score: -22726990.000000 Penalty: 5949.406250
	Iteration 17Q: 3 clusters Score -2.272699e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 154281 members 
Entering Unmasked Estep 
Score: -22727000.000000 Penalty: 5949.406250
	Iteration 18Q: 3 clusters Score -2.2727e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 154436 members 
Entering Unmasked Estep 
Score: -22726994.000000 Penalty: 5949.406250
	Iteration 19Q: 3 clusters Score -2.272699e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 154588 members 
Entering Unmasked Estep 
Score: -22727062.000000 Penalty: 5949.406250
	Iteration 20F: 3 clusters Score -2.272706e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 154707 members 
Entering Unmasked Estep 
Score: -22727040.000000 Penalty: 5949.406250
	Iteration 21Q: 3 clusters Score -2.272704e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 154831 members 
Entering Unmasked Estep 
Score: -22727034.000000 Penalty: 5949.406250
	Iteration 22Q: 3 clusters Score -2.272703e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -22727020.000000 Penalty: 5949.406250
	Iteration 23Q: 3 clusters Score -2.272702e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 155034 members 
Entering Unmasked Estep 
Score: -22726998.000000 Penalty: 5949.406250
	Iteration 24Q: 3 clusters Score -2.2727e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 155121 members 
Entering Unmasked Estep 
Score: -22727006.000000 Penalty: 5949.406250
	Iteration 25Q: 3 clusters Score -2.272701e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 155216 members 
Entering Unmasked Estep 
Score: -22726994.000000 Penalty: 5949.406250
	Iteration 26Q: 3 clusters Score -2.272699e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 155302 members 
Entering Unmasked Estep 
Score: -22726992.000000 Penalty: 5949.406250
	Iteration 27Q: 3 clusters Score -2.272699e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 155374 members 
Entering Unmasked Estep 
Score: -22726998.000000 Penalty: 5949.406250
	Iteration 28Q: 3 clusters Score -2.2727e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 155433 members 
Entering Unmasked Estep 
Score: -22726954.000000 Penalty: 5949.406250
	Iteration 29Q: 3 clusters Score -2.272695e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 155487 members 
Entering Unmasked Estep 
Score: -22726960.000000 Penalty: 5949.406250
	Iteration 30Q: 3 clusters Score -2.272696e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 155548 members 
Entering Unmasked Estep 
Score: -22726964.000000 Penalty: 5949.406250
	Iteration 31Q: 3 clusters Score -2.272696e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 155596 members 
Entering Unmasked Estep 
Score: -22726948.000000 Penalty: 5949.406250
	Iteration 32Q: 3 clusters Score -2.272695e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 155636 members 
Entering Unmasked Estep 
Score: -22726916.000000 Penalty: 5949.406250
	Iteration 33Q: 3 clusters Score -2.272692e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 155676 members 
Entering Unmasked Estep 
Score: -22726904.000000 Penalty: 5949.406250
	Iteration 34Q: 3 clusters Score -2.27269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 155710 members 
Entering Unmasked Estep 
Score: -22726882.000000 Penalty: 5949.406250
	Iteration 35Q: 3 clusters Score -2.272688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 155736 members 
Entering Unmasked Estep 
Score: -22726868.000000 Penalty: 5949.406250
	Iteration 36Q: 3 clusters Score -2.272687e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 155768 members 
Entering Unmasked Estep 
Score: -22726808.000000 Penalty: 5949.406250
	Iteration 37Q: 3 clusters Score -2.272681e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 155790 members 
Entering Unmasked Estep 
Score: -22726802.000000 Penalty: 5949.406250
	Iteration 38Q: 3 clusters Score -2.27268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 155809 members 
Entering Unmasked Estep 
Score: -22726838.000000 Penalty: 5949.406250
	Iteration 39Q: 3 clusters Score -2.272684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 155828 members 
Entering Unmasked Estep 
Score: -22726828.000000 Penalty: 5949.406250
	Iteration 40F: 3 clusters Score -2.272683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 155845 members 
Entering Unmasked Estep 
Score: -22726856.000000 Penalty: 5949.406250
	Iteration 41Q: 3 clusters Score -2.272686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 155857 members 
Entering Unmasked Estep 
Score: -22726836.000000 Penalty: 5949.406250
	Iteration 42Q: 3 clusters Score -2.272684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 155863 members 
Entering Unmasked Estep 
Score: -22726834.000000 Penalty: 5949.406250
	Iteration 43Q: 3 clusters Score -2.272683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 155876 members 
Entering Unmasked Estep 
Score: -22726820.000000 Penalty: 5949.406250
	Iteration 44Q: 3 clusters Score -2.272682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 155887 members 
Entering Unmasked Estep 
Score: -22726818.000000 Penalty: 5949.406250
	Iteration 45Q: 3 clusters Score -2.272682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 155895 members 
Entering Unmasked Estep 
Score: -22726812.000000 Penalty: 5949.406250
	Iteration 46Q: 3 clusters Score -2.272681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 155900 members 
Entering Unmasked Estep 
Score: -22726820.000000 Penalty: 5949.406250
	Iteration 47Q: 3 clusters Score -2.272682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 155906 members 
Entering Unmasked Estep 
Score: -22726814.000000 Penalty: 5949.406250
	Iteration 48Q: 3 clusters Score -2.272681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 155914 members 
Entering Unmasked Estep 
Score: -22726800.000000 Penalty: 5949.406250
	Iteration 49Q: 3 clusters Score -2.27268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -22726812.000000 Penalty: 5949.406250
	Iteration 50Q: 3 clusters Score -2.272681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 155926 members 
Entering Unmasked Estep 
Score: -22726814.000000 Penalty: 5949.406250
	Iteration 51Q: 3 clusters Score -2.272681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 155930 members 
Entering Unmasked Estep 
Score: -22726808.000000 Penalty: 5949.406250
	Iteration 52Q: 3 clusters Score -2.272681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 155933 members 
Entering Unmasked Estep 
Score: -22726804.000000 Penalty: 5949.406250
	Iteration 53Q: 3 clusters Score -2.27268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 155936 members 
Entering Unmasked Estep 
Score: -22726806.000000 Penalty: 5949.406250
	Iteration 54Q: 3 clusters Score -2.272681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 155938 members 
Entering Unmasked Estep 
Score: -22726798.000000 Penalty: 5949.406250
	Iteration 55Q: 3 clusters Score -2.27268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 155941 members 
Entering Unmasked Estep 
Score: -22726802.000000 Penalty: 5949.406250
	Iteration 56Q: 3 clusters Score -2.27268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 155942 members 
Entering Unmasked Estep 
Score: -22726806.000000 Penalty: 5949.406250
	Iteration 57Q: 3 clusters Score -2.272681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 155943 members 
Entering Unmasked Estep 
Score: -22726806.000000 Penalty: 5949.406250
	Iteration 58Q: 3 clusters Score -2.272681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 155944 members 
Entering Unmasked Estep 
Score: -22726814.000000 Penalty: 5949.406250
	Iteration 59Q: 3 clusters Score -2.272681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 155946 members 
Entering Unmasked Estep 
Score: -22726806.000000 Penalty: 5949.406250
	Iteration 60F: 3 clusters Score -2.272681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 155951 members 
Entering Unmasked Estep 
Score: -22726800.000000 Penalty: 5949.406250
	Iteration 61Q: 3 clusters Score -2.27268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 155954 members 
Entering Unmasked Estep 
Score: -22726804.000000 Penalty: 5949.406250
	Iteration 62Q: 3 clusters Score -2.27268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 155954 members 
Entering Unmasked Estep 
Score: -22726804.000000 Penalty: 5949.406250
	Iteration 63F: 3 clusters Score -2.27268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Entering Unmasked Estep 
Score: -8662223.000000 Penalty: 2731.258301
	Iteration 0F: 2 clusters Score -8662223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -8621410.000000 Penalty: 5462.516602
	Iteration 0F: 3 clusters Score -8621410 nChanged 28269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -8637190.000000 Penalty: 5462.516602
	Iteration 1F: 3 clusters Score -8637190 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -8637919.000000 Penalty: 5462.516602
	Iteration 2Q: 3 clusters Score -8637919 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -8638734.000000 Penalty: 5462.516602
	Iteration 3Q: 3 clusters Score -8638734 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -8639785.000000 Penalty: 5462.516602
	Iteration 4Q: 3 clusters Score -8639785 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -8641188.000000 Penalty: 5462.516602
	Iteration 5Q: 3 clusters Score -8641188 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -8643171.000000 Penalty: 5462.516602
	Iteration 6F: 3 clusters Score -8643171 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -8645866.000000 Penalty: 5462.516602
	Iteration 7F: 3 clusters Score -8645866 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -8648622.000000 Penalty: 5462.516602
	Iteration 8F: 3 clusters Score -8648622 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -8650458.000000 Penalty: 5462.516602
	Iteration 9F: 3 clusters Score -8650458 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -8651272.000000 Penalty: 5462.516602
	Iteration 10Q: 3 clusters Score -8651272 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -8651646.000000 Penalty: 5462.516602
	Iteration 11Q: 3 clusters Score -8651646 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -8651892.000000 Penalty: 5462.516602
	Iteration 12Q: 3 clusters Score -8651892 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -8652099.000000 Penalty: 5462.516602
	Iteration 13Q: 3 clusters Score -8652099 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -8652272.000000 Penalty: 5462.516602
	Iteration 14Q: 3 clusters Score -8652272 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -8652408.000000 Penalty: 5462.516602
	Iteration 15Q: 3 clusters Score -8652408 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -8652506.000000 Penalty: 5462.516602
	Iteration 16Q: 3 clusters Score -8652506 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -8652607.000000 Penalty: 5462.516602
	Iteration 17Q: 3 clusters Score -8652607 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -8652696.000000 Penalty: 5462.516602
	Iteration 18Q: 3 clusters Score -8652696 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -8652796.000000 Penalty: 5462.516602
	Iteration 19Q: 3 clusters Score -8652796 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -8652893.000000 Penalty: 5462.516602
	Iteration 20F: 3 clusters Score -8652893 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -8652958.000000 Penalty: 5462.516602
	Iteration 21Q: 3 clusters Score -8652958 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -8653027.000000 Penalty: 5462.516602
	Iteration 22Q: 3 clusters Score -8653027 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -8653104.000000 Penalty: 5462.516602
	Iteration 23Q: 3 clusters Score -8653104 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -8653184.000000 Penalty: 5462.516602
	Iteration 24Q: 3 clusters Score -8653184 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -8653250.000000 Penalty: 5462.516602
	Iteration 25Q: 3 clusters Score -8653250 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -8653331.000000 Penalty: 5462.516602
	Iteration 26Q: 3 clusters Score -8653331 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -8653398.000000 Penalty: 5462.516602
	Iteration 27Q: 3 clusters Score -8653398 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -8653501.000000 Penalty: 5462.516602
	Iteration 28Q: 3 clusters Score -8653501 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -8653559.000000 Penalty: 5462.516602
	Iteration 29Q: 3 clusters Score -8653559 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -8653618.000000 Penalty: 5462.516602
	Iteration 30Q: 3 clusters Score -8653618 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -8653663.000000 Penalty: 5462.516602
	Iteration 31Q: 3 clusters Score -8653663 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -8653712.000000 Penalty: 5462.516602
	Iteration 32Q: 3 clusters Score -8653712 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -8653766.000000 Penalty: 5462.516602
	Iteration 33Q: 3 clusters Score -8653766 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -8653828.000000 Penalty: 5462.516602
	Iteration 34Q: 3 clusters Score -8653828 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -8653865.000000 Penalty: 5462.516602
	Iteration 35Q: 3 clusters Score -8653865 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -8653926.000000 Penalty: 5462.516602
	Iteration 36Q: 3 clusters Score -8653926 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -8654002.000000 Penalty: 5462.516602
	Iteration 37Q: 3 clusters Score -8654002 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -8654094.000000 Penalty: 5462.516602
	Iteration 38Q: 3 clusters Score -8654094 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -8654160.000000 Penalty: 5462.516602
	Iteration 39Q: 3 clusters Score -8654160 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -8654253.000000 Penalty: 5462.516602
	Iteration 40F: 3 clusters Score -8654253 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -8654343.000000 Penalty: 5462.516602
	Iteration 41Q: 3 clusters Score -8654343 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -8654455.000000 Penalty: 5462.516602
	Iteration 42Q: 3 clusters Score -8654455 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -8654572.000000 Penalty: 5462.516602
	Iteration 43Q: 3 clusters Score -8654572 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8654757.000000 Penalty: 5462.516602
	Iteration 44Q: 3 clusters Score -8654757 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -8654918.000000 Penalty: 5462.516602
	Iteration 45Q: 3 clusters Score -8654918 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8655095.000000 Penalty: 5462.516602
	Iteration 46Q: 3 clusters Score -8655095 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -8655287.000000 Penalty: 5462.516602
	Iteration 47Q: 3 clusters Score -8655287 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -8655476.000000 Penalty: 5462.516602
	Iteration 48Q: 3 clusters Score -8655476 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -8655708.000000 Penalty: 5462.516602
	Iteration 49Q: 3 clusters Score -8655708 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -8655945.000000 Penalty: 5462.516602
	Iteration 50Q: 3 clusters Score -8655945 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -8656183.000000 Penalty: 5462.516602
	Iteration 51Q: 3 clusters Score -8656183 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -8656440.000000 Penalty: 5462.516602
	Iteration 52Q: 3 clusters Score -8656440 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -8656710.000000 Penalty: 5462.516602
	Iteration 53Q: 3 clusters Score -8656710 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -8657007.000000 Penalty: 5462.516602
	Iteration 54Q: 3 clusters Score -8657007 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -8657221.000000 Penalty: 5462.516602
	Iteration 55Q: 3 clusters Score -8657221 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -8657461.000000 Penalty: 5462.516602
	Iteration 56Q: 3 clusters Score -8657461 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -8657682.000000 Penalty: 5462.516602
	Iteration 57Q: 3 clusters Score -8657682 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -8657893.000000 Penalty: 5462.516602
	Iteration 58Q: 3 clusters Score -8657893 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -8658094.000000 Penalty: 5462.516602
	Iteration 59Q: 3 clusters Score -8658094 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -8658270.000000 Penalty: 5462.516602
	Iteration 60F: 3 clusters Score -8658270 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -8658507.000000 Penalty: 5462.516602
	Iteration 61Q: 3 clusters Score -8658507 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -8658719.000000 Penalty: 5462.516602
	Iteration 62Q: 3 clusters Score -8658719 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -8658854.000000 Penalty: 5462.516602
	Iteration 63Q: 3 clusters Score -8658854 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -8659018.000000 Penalty: 5462.516602
	Iteration 64Q: 3 clusters Score -8659018 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -8659144.000000 Penalty: 5462.516602
	Iteration 65Q: 3 clusters Score -8659144 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -8659264.000000 Penalty: 5462.516602
	Iteration 66Q: 3 clusters Score -8659264 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -8659355.000000 Penalty: 5462.516602
	Iteration 67Q: 3 clusters Score -8659355 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -8659456.000000 Penalty: 5462.516602
	Iteration 68Q: 3 clusters Score -8659456 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -8659522.000000 Penalty: 5462.516602
	Iteration 69Q: 3 clusters Score -8659522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -8659582.000000 Penalty: 5462.516602
	Iteration 70Q: 3 clusters Score -8659582 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -8659637.000000 Penalty: 5462.516602
	Iteration 71Q: 3 clusters Score -8659637 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -8659662.000000 Penalty: 5462.516602
	Iteration 72Q: 3 clusters Score -8659662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -8659694.000000 Penalty: 5462.516602
	Iteration 73Q: 3 clusters Score -8659694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -8659732.000000 Penalty: 5462.516602
	Iteration 74Q: 3 clusters Score -8659732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -8659767.000000 Penalty: 5462.516602
	Iteration 75Q: 3 clusters Score -8659767 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -8659784.000000 Penalty: 5462.516602
	Iteration 76Q: 3 clusters Score -8659784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -8659804.000000 Penalty: 5462.516602
	Iteration 77Q: 3 clusters Score -8659804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -8659803.000000 Penalty: 5462.516602
	Iteration 78Q: 3 clusters Score -8659803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -8659806.000000 Penalty: 5462.516602
	Iteration 79Q: 3 clusters Score -8659806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -8659813.000000 Penalty: 5462.516602
	Iteration 80F: 3 clusters Score -8659813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -8659804.000000 Penalty: 5462.516602
	Iteration 81Q: 3 clusters Score -8659804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -8659831.000000 Penalty: 5462.516602
	Iteration 82Q: 3 clusters Score -8659831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -8659845.000000 Penalty: 5462.516602
	Iteration 83Q: 3 clusters Score -8659845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -8659869.000000 Penalty: 5462.516602
	Iteration 84Q: 3 clusters Score -8659869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -8659864.000000 Penalty: 5462.516602
	Iteration 85Q: 3 clusters Score -8659864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -8659877.000000 Penalty: 5462.516602
	Iteration 86Q: 3 clusters Score -8659877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -8659883.000000 Penalty: 5462.516602
	Iteration 87Q: 3 clusters Score -8659883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -8659887.000000 Penalty: 5462.516602
	Iteration 88Q: 3 clusters Score -8659887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -8659887.000000 Penalty: 5462.516602
	Iteration 89Q: 3 clusters Score -8659887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -8659892.000000 Penalty: 5462.516602
	Iteration 90Q: 3 clusters Score -8659892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -8659900.000000 Penalty: 5462.516602
	Iteration 91Q: 3 clusters Score -8659900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -8659894.000000 Penalty: 5462.516602
	Iteration 92Q: 3 clusters Score -8659894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -8659902.000000 Penalty: 5462.516602
	Iteration 93Q: 3 clusters Score -8659902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -8659910.000000 Penalty: 5462.516602
	Iteration 94Q: 3 clusters Score -8659910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -8659907.000000 Penalty: 5462.516602
	Iteration 95Q: 3 clusters Score -8659907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -8659909.000000 Penalty: 5462.516602
	Iteration 96Q: 3 clusters Score -8659909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -8659917.000000 Penalty: 5462.516602
	Iteration 97Q: 3 clusters Score -8659917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -8659921.000000 Penalty: 5462.516602
	Iteration 98Q: 3 clusters Score -8659921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -8659917.000000 Penalty: 5462.516602
	Iteration 99Q: 3 clusters Score -8659917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -8659921.000000 Penalty: 5462.516602
	Iteration 100F: 3 clusters Score -8659921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -8659920.000000 Penalty: 5462.516602
	Iteration 101Q: 3 clusters Score -8659920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -8659920.000000 Penalty: 5462.516602
	Iteration 102F: 3 clusters Score -8659920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12809 members 
Entering Unmasked Estep 
Score: -1802389.375000 Penalty: 2345.559814
	Iteration 0F: 2 clusters Score -1802389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1792880.125000 Penalty: 4691.119629
	Iteration 0F: 3 clusters Score -1792880 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1795744.625000 Penalty: 4691.119629
	Iteration 1F: 3 clusters Score -1795745 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1796096.500000 Penalty: 4691.119629
	Iteration 2F: 3 clusters Score -1796096 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1796398.875000 Penalty: 4691.119629
	Iteration 3F: 3 clusters Score -1796399 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1796715.375000 Penalty: 4691.119629
	Iteration 4Q: 3 clusters Score -1796715 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1797066.375000 Penalty: 4691.119629
	Iteration 5Q: 3 clusters Score -1797066 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1797465.250000 Penalty: 4691.119629
	Iteration 6Q: 3 clusters Score -1797465 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1797871.625000 Penalty: 4691.119629
	Iteration 7Q: 3 clusters Score -1797872 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1798232.750000 Penalty: 4691.119629
	Iteration 8Q: 3 clusters Score -1798233 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1798503.250000 Penalty: 4691.119629
	Iteration 9Q: 3 clusters Score -1798503 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1798733.000000 Penalty: 4691.119629
	Iteration 10Q: 3 clusters Score -1798733 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1798884.500000 Penalty: 4691.119629
	Iteration 11Q: 3 clusters Score -1798884 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1799015.875000 Penalty: 4691.119629
	Iteration 12Q: 3 clusters Score -1799016 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1799165.625000 Penalty: 4691.119629
	Iteration 13Q: 3 clusters Score -1799166 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1799306.125000 Penalty: 4691.119629
	Iteration 14Q: 3 clusters Score -1799306 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1799432.750000 Penalty: 4691.119629
	Iteration 15Q: 3 clusters Score -1799433 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1799559.000000 Penalty: 4691.119629
	Iteration 16Q: 3 clusters Score -1799559 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1799667.250000 Penalty: 4691.119629
	Iteration 17Q: 3 clusters Score -1799667 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1799779.625000 Penalty: 4691.119629
	Iteration 18Q: 3 clusters Score -1799780 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1799863.625000 Penalty: 4691.119629
	Iteration 19Q: 3 clusters Score -1799864 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1799947.125000 Penalty: 4691.119629
	Iteration 20F: 3 clusters Score -1799947 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1800026.375000 Penalty: 4691.119629
	Iteration 21Q: 3 clusters Score -1800026 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1800100.625000 Penalty: 4691.119629
	Iteration 22Q: 3 clusters Score -1800101 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1800166.500000 Penalty: 4691.119629
	Iteration 23Q: 3 clusters Score -1800166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1800223.875000 Penalty: 4691.119629
	Iteration 24Q: 3 clusters Score -1800224 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1800264.000000 Penalty: 4691.119629
	Iteration 25Q: 3 clusters Score -1800264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1800301.500000 Penalty: 4691.119629
	Iteration 26Q: 3 clusters Score -1800302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1800329.375000 Penalty: 4691.119629
	Iteration 27Q: 3 clusters Score -1800329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1800355.375000 Penalty: 4691.119629
	Iteration 28Q: 3 clusters Score -1800355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1800372.250000 Penalty: 4691.119629
	Iteration 29Q: 3 clusters Score -1800372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1800378.625000 Penalty: 4691.119629
	Iteration 30Q: 3 clusters Score -1800379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1800388.625000 Penalty: 4691.119629
	Iteration 31Q: 3 clusters Score -1800389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1800391.500000 Penalty: 4691.119629
	Iteration 32Q: 3 clusters Score -1800392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1800397.125000 Penalty: 4691.119629
	Iteration 33Q: 3 clusters Score -1800397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1800400.375000 Penalty: 4691.119629
	Iteration 34Q: 3 clusters Score -1800400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1800402.250000 Penalty: 4691.119629
	Iteration 35Q: 3 clusters Score -1800402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1800406.250000 Penalty: 4691.119629
	Iteration 36Q: 3 clusters Score -1800406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1800408.375000 Penalty: 4691.119629
	Iteration 37Q: 3 clusters Score -1800408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1800410.500000 Penalty: 4691.119629
	Iteration 38Q: 3 clusters Score -1800410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1800412.125000 Penalty: 4691.119629
	Iteration 39Q: 3 clusters Score -1800412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1800416.125000 Penalty: 4691.119629
	Iteration 40F: 3 clusters Score -1800416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1800416.250000 Penalty: 4691.119629
	Iteration 41Q: 3 clusters Score -1800416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1800416.500000 Penalty: 4691.119629
	Iteration 42Q: 3 clusters Score -1800416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1800418.625000 Penalty: 4691.119629
	Iteration 43Q: 3 clusters Score -1800419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1800419.875000 Penalty: 4691.119629
	Iteration 44Q: 3 clusters Score -1800420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1800422.250000 Penalty: 4691.119629
	Iteration 45Q: 3 clusters Score -1800422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1800425.125000 Penalty: 4691.119629
	Iteration 46Q: 3 clusters Score -1800425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1800428.000000 Penalty: 4691.119629
	Iteration 47Q: 3 clusters Score -1800428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1800426.125000 Penalty: 4691.119629
	Iteration 48Q: 3 clusters Score -1800426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1800426.500000 Penalty: 4691.119629
	Iteration 49Q: 3 clusters Score -1800426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1800426.500000 Penalty: 4691.119629
	Iteration 50F: 3 clusters Score -1800426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Entering Unmasked Estep 
Score: -5190602.500000 Penalty: 2603.805420
	Iteration 0F: 2 clusters Score -5190602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -5165863.000000 Penalty: 5207.610840
	Iteration 0F: 3 clusters Score -5165863 nChanged 16549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -5174898.500000 Penalty: 5207.610840
	Iteration 1F: 3 clusters Score -5174898 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -5175380.000000 Penalty: 5207.610840
	Iteration 2Q: 3 clusters Score -5175380 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5175908.000000 Penalty: 5207.610840
	Iteration 3Q: 3 clusters Score -5175908 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5176395.000000 Penalty: 5207.610840
	Iteration 4Q: 3 clusters Score -5176395 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -5177019.000000 Penalty: 5207.610840
	Iteration 5Q: 3 clusters Score -5177019 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -5177818.500000 Penalty: 5207.610840
	Iteration 6Q: 3 clusters Score -5177818 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -5178958.500000 Penalty: 5207.610840
	Iteration 7F: 3 clusters Score -5178958 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -5180511.500000 Penalty: 5207.610840
	Iteration 8F: 3 clusters Score -5180512 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -5182442.000000 Penalty: 5207.610840
	Iteration 9F: 3 clusters Score -5182442 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -5184146.500000 Penalty: 5207.610840
	Iteration 10F: 3 clusters Score -5184146 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -5185101.500000 Penalty: 5207.610840
	Iteration 11Q: 3 clusters Score -5185102 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -5185524.500000 Penalty: 5207.610840
	Iteration 12Q: 3 clusters Score -5185524 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -5185780.000000 Penalty: 5207.610840
	Iteration 13Q: 3 clusters Score -5185780 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -5185974.500000 Penalty: 5207.610840
	Iteration 14Q: 3 clusters Score -5185974 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -5186158.500000 Penalty: 5207.610840
	Iteration 15Q: 3 clusters Score -5186158 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -5186347.000000 Penalty: 5207.610840
	Iteration 16Q: 3 clusters Score -5186347 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -5186471.000000 Penalty: 5207.610840
	Iteration 17Q: 3 clusters Score -5186471 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -5186595.500000 Penalty: 5207.610840
	Iteration 18Q: 3 clusters Score -5186596 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -5186743.500000 Penalty: 5207.610840
	Iteration 19Q: 3 clusters Score -5186744 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -5186923.000000 Penalty: 5207.610840
	Iteration 20F: 3 clusters Score -5186923 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -5187052.000000 Penalty: 5207.610840
	Iteration 21Q: 3 clusters Score -5187052 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -5187172.500000 Penalty: 5207.610840
	Iteration 22Q: 3 clusters Score -5187172 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5187293.500000 Penalty: 5207.610840
	Iteration 23Q: 3 clusters Score -5187294 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -5187409.000000 Penalty: 5207.610840
	Iteration 24Q: 3 clusters Score -5187409 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -5187494.500000 Penalty: 5207.610840
	Iteration 25Q: 3 clusters Score -5187494 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -5187578.000000 Penalty: 5207.610840
	Iteration 26Q: 3 clusters Score -5187578 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -5187628.500000 Penalty: 5207.610840
	Iteration 27Q: 3 clusters Score -5187628 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -5187703.000000 Penalty: 5207.610840
	Iteration 28Q: 3 clusters Score -5187703 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5187749.000000 Penalty: 5207.610840
	Iteration 29Q: 3 clusters Score -5187749 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -5187789.500000 Penalty: 5207.610840
	Iteration 30Q: 3 clusters Score -5187790 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5187823.000000 Penalty: 5207.610840
	Iteration 31Q: 3 clusters Score -5187823 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5187852.500000 Penalty: 5207.610840
	Iteration 32Q: 3 clusters Score -5187852 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5187886.000000 Penalty: 5207.610840
	Iteration 33Q: 3 clusters Score -5187886 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5187927.500000 Penalty: 5207.610840
	Iteration 34Q: 3 clusters Score -5187928 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5187964.000000 Penalty: 5207.610840
	Iteration 35Q: 3 clusters Score -5187964 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5188007.000000 Penalty: 5207.610840
	Iteration 36Q: 3 clusters Score -5188007 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5188041.000000 Penalty: 5207.610840
	Iteration 37Q: 3 clusters Score -5188041 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5188082.500000 Penalty: 5207.610840
	Iteration 38Q: 3 clusters Score -5188082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5188101.500000 Penalty: 5207.610840
	Iteration 39Q: 3 clusters Score -5188102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5188122.500000 Penalty: 5207.610840
	Iteration 40F: 3 clusters Score -5188122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5188160.000000 Penalty: 5207.610840
	Iteration 41Q: 3 clusters Score -5188160 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5188186.000000 Penalty: 5207.610840
	Iteration 42Q: 3 clusters Score -5188186 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5188224.000000 Penalty: 5207.610840
	Iteration 43Q: 3 clusters Score -5188224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5188234.500000 Penalty: 5207.610840
	Iteration 44Q: 3 clusters Score -5188234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5188250.500000 Penalty: 5207.610840
	Iteration 45Q: 3 clusters Score -5188250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5188266.500000 Penalty: 5207.610840
	Iteration 46Q: 3 clusters Score -5188266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5188271.000000 Penalty: 5207.610840
	Iteration 47Q: 3 clusters Score -5188271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5188266.000000 Penalty: 5207.610840
	Iteration 48Q: 3 clusters Score -5188266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5188274.000000 Penalty: 5207.610840
	Iteration 49Q: 3 clusters Score -5188274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5188285.000000 Penalty: 5207.610840
	Iteration 50Q: 3 clusters Score -5188285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5188285.000000 Penalty: 5207.610840
	Iteration 51Q: 3 clusters Score -5188285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5188283.000000 Penalty: 5207.610840
	Iteration 52Q: 3 clusters Score -5188283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5188302.500000 Penalty: 5207.610840
	Iteration 53Q: 3 clusters Score -5188302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5188307.500000 Penalty: 5207.610840
	Iteration 54Q: 3 clusters Score -5188308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5188308.000000 Penalty: 5207.610840
	Iteration 55Q: 3 clusters Score -5188308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5188321.000000 Penalty: 5207.610840
	Iteration 56Q: 3 clusters Score -5188321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5188318.000000 Penalty: 5207.610840
	Iteration 57Q: 3 clusters Score -5188318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5188317.500000 Penalty: 5207.610840
	Iteration 58Q: 3 clusters Score -5188318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5188317.000000 Penalty: 5207.610840
	Iteration 59Q: 3 clusters Score -5188317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5188319.500000 Penalty: 5207.610840
	Iteration 60F: 3 clusters Score -5188320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5188325.500000 Penalty: 5207.610840
	Iteration 61Q: 3 clusters Score -5188326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5188327.000000 Penalty: 5207.610840
	Iteration 62Q: 3 clusters Score -5188327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5188327.000000 Penalty: 5207.610840
	Iteration 63Q: 3 clusters Score -5188327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5188326.000000 Penalty: 5207.610840
	Iteration 64Q: 3 clusters Score -5188326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5188324.000000 Penalty: 5207.610840
	Iteration 65Q: 3 clusters Score -5188324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5188326.500000 Penalty: 5207.610840
	Iteration 66Q: 3 clusters Score -5188326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5188325.500000 Penalty: 5207.610840
	Iteration 67Q: 3 clusters Score -5188326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5188322.500000 Penalty: 5207.610840
	Iteration 68Q: 3 clusters Score -5188322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5188323.000000 Penalty: 5207.610840
	Iteration 69Q: 3 clusters Score -5188323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5188324.000000 Penalty: 5207.610840
	Iteration 70Q: 3 clusters Score -5188324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5188324.000000 Penalty: 5207.610840
	Iteration 71F: 3 clusters Score -5188324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Entering Unmasked Estep 
Score: -206513.953125 Penalty: 1811.186157
	Iteration 0F: 2 clusters Score -206514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -204212.250000 Penalty: 3622.372314
	Iteration 0F: 3 clusters Score -204212.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -204548.390625 Penalty: 3622.372314
	Iteration 1F: 3 clusters Score -204548.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -204640.359375 Penalty: 3622.372314
	Iteration 2F: 3 clusters Score -204640.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -204690.281250 Penalty: 3622.372314
	Iteration 3Q: 3 clusters Score -204690.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -204716.828125 Penalty: 3622.372314
	Iteration 4Q: 3 clusters Score -204716.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -204738.718750 Penalty: 3622.372314
	Iteration 5Q: 3 clusters Score -204738.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -204764.031250 Penalty: 3622.372314
	Iteration 6Q: 3 clusters Score -204764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -204784.031250 Penalty: 3622.372314
	Iteration 7Q: 3 clusters Score -204784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -204804.000000 Penalty: 3622.372314
	Iteration 8Q: 3 clusters Score -204804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -204825.234375 Penalty: 3622.372314
	Iteration 9Q: 3 clusters Score -204825.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -204838.046875 Penalty: 3622.372314
	Iteration 10Q: 3 clusters Score -204838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -204846.781250 Penalty: 3622.372314
	Iteration 11Q: 3 clusters Score -204846.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -204857.250000 Penalty: 3622.372314
	Iteration 12Q: 3 clusters Score -204857.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -204869.968750 Penalty: 3622.372314
	Iteration 13Q: 3 clusters Score -204870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -204877.000000 Penalty: 3622.372314
	Iteration 14Q: 3 clusters Score -204877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -204881.000000 Penalty: 3622.372314
	Iteration 15Q: 3 clusters Score -204881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -204891.734375 Penalty: 3622.372314
	Iteration 16Q: 3 clusters Score -204891.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -204907.718750 Penalty: 3622.372314
	Iteration 17Q: 3 clusters Score -204907.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -204914.343750 Penalty: 3622.372314
	Iteration 18Q: 3 clusters Score -204914.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -204923.078125 Penalty: 3622.372314
	Iteration 19Q: 3 clusters Score -204923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -204930.328125 Penalty: 3622.372314
	Iteration 20F: 3 clusters Score -204930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -204934.437500 Penalty: 3622.372314
	Iteration 21Q: 3 clusters Score -204934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -204936.468750 Penalty: 3622.372314
	Iteration 22Q: 3 clusters Score -204936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -204940.593750 Penalty: 3622.372314
	Iteration 23Q: 3 clusters Score -204940.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -204950.406250 Penalty: 3622.372314
	Iteration 24Q: 3 clusters Score -204950.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -204961.984375 Penalty: 3622.372314
	Iteration 25Q: 3 clusters Score -204962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -204967.125000 Penalty: 3622.372314
	Iteration 26Q: 3 clusters Score -204967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -204970.656250 Penalty: 3622.372314
	Iteration 27Q: 3 clusters Score -204970.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -204973.312500 Penalty: 3622.372314
	Iteration 28Q: 3 clusters Score -204973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -204975.656250 Penalty: 3622.372314
	Iteration 29Q: 3 clusters Score -204975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -204978.125000 Penalty: 3622.372314
	Iteration 30Q: 3 clusters Score -204978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -204978.125000 Penalty: 3622.372314
	Iteration 31F: 3 clusters Score -204978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -21685.382812 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -21685.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20777.662109 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -20777.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20848.675781 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -20848.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20880.906250 Penalty: 2622.980469
	Iteration 2Q: 3 clusters Score -20880.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20904.210938 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -20904.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20920.207031 Penalty: 2622.980469
	Iteration 4Q: 3 clusters Score -20920.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20940.146484 Penalty: 2622.980469
	Iteration 5Q: 3 clusters Score -20940.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20948.847656 Penalty: 2622.980469
	Iteration 6Q: 3 clusters Score -20948.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20948.847656 Penalty: 2622.980469
	Iteration 7F: 3 clusters Score -20948.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (113276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Entering Unmasked Estep 
Score: -16080118.000000 Penalty: 2886.120605
	Iteration 0F: 2 clusters Score -1.608012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -16005306.000000 Penalty: 5772.241211
	Iteration 0F: 3 clusters Score -1.600531e+07 nChanged 53798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -16035914.000000 Penalty: 5772.241211
	Iteration 1F: 3 clusters Score -1.603591e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -16037082.000000 Penalty: 5772.241211
	Iteration 2Q: 3 clusters Score -1.603708e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -16038707.000000 Penalty: 5772.241211
	Iteration 3Q: 3 clusters Score -1.603871e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -16041136.000000 Penalty: 5772.241211
	Iteration 4Q: 3 clusters Score -1.604114e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -16044728.000000 Penalty: 5772.241211
	Iteration 5F: 3 clusters Score -1.604473e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -16049710.000000 Penalty: 5772.241211
	Iteration 6F: 3 clusters Score -1.604971e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -16055605.000000 Penalty: 5772.241211
	Iteration 7F: 3 clusters Score -1.60556e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -16061782.000000 Penalty: 5772.241211
	Iteration 8F: 3 clusters Score -1.606178e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 94560 members 
Entering Unmasked Estep 
Score: -16066820.000000 Penalty: 5772.241211
	Iteration 9F: 3 clusters Score -1.606682e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 97977 members 
Entering Unmasked Estep 
Score: -16070281.000000 Penalty: 5772.241211
	Iteration 10Q: 3 clusters Score -1.607028e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -16072371.000000 Penalty: 5772.241211
	Iteration 11Q: 3 clusters Score -1.607237e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 102043 members 
Entering Unmasked Estep 
Score: -16073922.000000 Penalty: 5772.241211
	Iteration 12Q: 3 clusters Score -1.607392e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -16075092.000000 Penalty: 5772.241211
	Iteration 13Q: 3 clusters Score -1.607509e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 104497 members 
Entering Unmasked Estep 
Score: -16075958.000000 Penalty: 5772.241211
	Iteration 14Q: 3 clusters Score -1.607596e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 105263 members 
Entering Unmasked Estep 
Score: -16076444.000000 Penalty: 5772.241211
	Iteration 15Q: 3 clusters Score -1.607644e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -16076808.000000 Penalty: 5772.241211
	Iteration 16Q: 3 clusters Score -1.607681e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -16077086.000000 Penalty: 5772.241211
	Iteration 17Q: 3 clusters Score -1.607709e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -16077283.000000 Penalty: 5772.241211
	Iteration 18Q: 3 clusters Score -1.607728e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 107048 members 
Entering Unmasked Estep 
Score: -16077429.000000 Penalty: 5772.241211
	Iteration 19Q: 3 clusters Score -1.607743e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 107299 members 
Entering Unmasked Estep 
Score: -16077509.000000 Penalty: 5772.241211
	Iteration 20F: 3 clusters Score -1.607751e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 107524 members 
Entering Unmasked Estep 
Score: -16077593.000000 Penalty: 5772.241211
	Iteration 21Q: 3 clusters Score -1.607759e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 107717 members 
Entering Unmasked Estep 
Score: -16077623.000000 Penalty: 5772.241211
	Iteration 22Q: 3 clusters Score -1.607762e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 107873 members 
Entering Unmasked Estep 
Score: -16077684.000000 Penalty: 5772.241211
	Iteration 23Q: 3 clusters Score -1.607768e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 108028 members 
Entering Unmasked Estep 
Score: -16077694.000000 Penalty: 5772.241211
	Iteration 24Q: 3 clusters Score -1.607769e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 108151 members 
Entering Unmasked Estep 
Score: -16077726.000000 Penalty: 5772.241211
	Iteration 25Q: 3 clusters Score -1.607773e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 108273 members 
Entering Unmasked Estep 
Score: -16077761.000000 Penalty: 5772.241211
	Iteration 26Q: 3 clusters Score -1.607776e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -16077782.000000 Penalty: 5772.241211
	Iteration 27Q: 3 clusters Score -1.607778e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 108446 members 
Entering Unmasked Estep 
Score: -16077828.000000 Penalty: 5772.241211
	Iteration 28Q: 3 clusters Score -1.607783e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 108532 members 
Entering Unmasked Estep 
Score: -16077855.000000 Penalty: 5772.241211
	Iteration 29Q: 3 clusters Score -1.607786e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -16077871.000000 Penalty: 5772.241211
	Iteration 30Q: 3 clusters Score -1.607787e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 108717 members 
Entering Unmasked Estep 
Score: -16077851.000000 Penalty: 5772.241211
	Iteration 31Q: 3 clusters Score -1.607785e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 108807 members 
Entering Unmasked Estep 
Score: -16077900.000000 Penalty: 5772.241211
	Iteration 32Q: 3 clusters Score -1.60779e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 108897 members 
Entering Unmasked Estep 
Score: -16077949.000000 Penalty: 5772.241211
	Iteration 33Q: 3 clusters Score -1.607795e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 108987 members 
Entering Unmasked Estep 
Score: -16077930.000000 Penalty: 5772.241211
	Iteration 34Q: 3 clusters Score -1.607793e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 109064 members 
Entering Unmasked Estep 
Score: -16077909.000000 Penalty: 5772.241211
	Iteration 35Q: 3 clusters Score -1.607791e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -16077903.000000 Penalty: 5772.241211
	Iteration 36Q: 3 clusters Score -1.60779e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 109193 members 
Entering Unmasked Estep 
Score: -16077917.000000 Penalty: 5772.241211
	Iteration 37Q: 3 clusters Score -1.607792e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 109246 members 
Entering Unmasked Estep 
Score: -16077923.000000 Penalty: 5772.241211
	Iteration 38Q: 3 clusters Score -1.607792e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 109286 members 
Entering Unmasked Estep 
Score: -16077926.000000 Penalty: 5772.241211
	Iteration 39Q: 3 clusters Score -1.607793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 109314 members 
Entering Unmasked Estep 
Score: -16077928.000000 Penalty: 5772.241211
	Iteration 40F: 3 clusters Score -1.607793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 109334 members 
Entering Unmasked Estep 
Score: -16077933.000000 Penalty: 5772.241211
	Iteration 41Q: 3 clusters Score -1.607793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 109352 members 
Entering Unmasked Estep 
Score: -16077945.000000 Penalty: 5772.241211
	Iteration 42Q: 3 clusters Score -1.607794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -16077950.000000 Penalty: 5772.241211
	Iteration 43Q: 3 clusters Score -1.607795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 109387 members 
Entering Unmasked Estep 
Score: -16077943.000000 Penalty: 5772.241211
	Iteration 44Q: 3 clusters Score -1.607794e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -16077958.000000 Penalty: 5772.241211
	Iteration 45Q: 3 clusters Score -1.607796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 109432 members 
Entering Unmasked Estep 
Score: -16077972.000000 Penalty: 5772.241211
	Iteration 46Q: 3 clusters Score -1.607797e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 109455 members 
Entering Unmasked Estep 
Score: -16077977.000000 Penalty: 5772.241211
	Iteration 47Q: 3 clusters Score -1.607798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 109468 members 
Entering Unmasked Estep 
Score: -16077982.000000 Penalty: 5772.241211
	Iteration 48Q: 3 clusters Score -1.607798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 109481 members 
Entering Unmasked Estep 
Score: -16077993.000000 Penalty: 5772.241211
	Iteration 49Q: 3 clusters Score -1.607799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 109497 members 
Entering Unmasked Estep 
Score: -16077983.000000 Penalty: 5772.241211
	Iteration 50Q: 3 clusters Score -1.607798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 109518 members 
Entering Unmasked Estep 
Score: -16077995.000000 Penalty: 5772.241211
	Iteration 51Q: 3 clusters Score -1.6078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 109533 members 
Entering Unmasked Estep 
Score: -16077981.000000 Penalty: 5772.241211
	Iteration 52Q: 3 clusters Score -1.607798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 109549 members 
Entering Unmasked Estep 
Score: -16077983.000000 Penalty: 5772.241211
	Iteration 53Q: 3 clusters Score -1.607798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 109562 members 
Entering Unmasked Estep 
Score: -16078004.000000 Penalty: 5772.241211
	Iteration 54Q: 3 clusters Score -1.6078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 109572 members 
Entering Unmasked Estep 
Score: -16077986.000000 Penalty: 5772.241211
	Iteration 55Q: 3 clusters Score -1.607799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 109582 members 
Entering Unmasked Estep 
Score: -16078006.000000 Penalty: 5772.241211
	Iteration 56Q: 3 clusters Score -1.607801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 109591 members 
Entering Unmasked Estep 
Score: -16078011.000000 Penalty: 5772.241211
	Iteration 57Q: 3 clusters Score -1.607801e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 109608 members 
Entering Unmasked Estep 
Score: -16078006.000000 Penalty: 5772.241211
	Iteration 58Q: 3 clusters Score -1.607801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 109627 members 
Entering Unmasked Estep 
Score: -16077997.000000 Penalty: 5772.241211
	Iteration 59Q: 3 clusters Score -1.6078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 109647 members 
Entering Unmasked Estep 
Score: -16077996.000000 Penalty: 5772.241211
	Iteration 60F: 3 clusters Score -1.6078e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 109675 members 
Entering Unmasked Estep 
Score: -16077995.000000 Penalty: 5772.241211
	Iteration 61Q: 3 clusters Score -1.6078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 109687 members 
Entering Unmasked Estep 
Score: -16078007.000000 Penalty: 5772.241211
	Iteration 62Q: 3 clusters Score -1.607801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -16078001.000000 Penalty: 5772.241211
	Iteration 63Q: 3 clusters Score -1.6078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 109716 members 
Entering Unmasked Estep 
Score: -16078027.000000 Penalty: 5772.241211
	Iteration 64Q: 3 clusters Score -1.607803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 109730 members 
Entering Unmasked Estep 
Score: -16078009.000000 Penalty: 5772.241211
	Iteration 65Q: 3 clusters Score -1.607801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -16078037.000000 Penalty: 5772.241211
	Iteration 66Q: 3 clusters Score -1.607804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 109757 members 
Entering Unmasked Estep 
Score: -16078053.000000 Penalty: 5772.241211
	Iteration 67Q: 3 clusters Score -1.607805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 109767 members 
Entering Unmasked Estep 
Score: -16078036.000000 Penalty: 5772.241211
	Iteration 68Q: 3 clusters Score -1.607804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 109772 members 
Entering Unmasked Estep 
Score: -16078034.000000 Penalty: 5772.241211
	Iteration 69Q: 3 clusters Score -1.607803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 109777 members 
Entering Unmasked Estep 
Score: -16078035.000000 Penalty: 5772.241211
	Iteration 70Q: 3 clusters Score -1.607804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 109778 members 
Entering Unmasked Estep 
Score: -16078031.000000 Penalty: 5772.241211
	Iteration 71Q: 3 clusters Score -1.607803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 109779 members 
Entering Unmasked Estep 
Score: -16078029.000000 Penalty: 5772.241211
	Iteration 72Q: 3 clusters Score -1.607803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 109781 members 
Entering Unmasked Estep 
Score: -16078030.000000 Penalty: 5772.241211
	Iteration 73Q: 3 clusters Score -1.607803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 109782 members 
Entering Unmasked Estep 
Score: -16078031.000000 Penalty: 5772.241211
	Iteration 74Q: 3 clusters Score -1.607803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 109783 members 
Entering Unmasked Estep 
Score: -16078030.000000 Penalty: 5772.241211
	Iteration 75Q: 3 clusters Score -1.607803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -16078035.000000 Penalty: 5772.241211
	Iteration 76Q: 3 clusters Score -1.607804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 109785 members 
Entering Unmasked Estep 
Score: -16078033.000000 Penalty: 5772.241211
	Iteration 77Q: 3 clusters Score -1.607803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 109788 members 
Entering Unmasked Estep 
Score: -16078026.000000 Penalty: 5772.241211
	Iteration 78Q: 3 clusters Score -1.607803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 109789 members 
Entering Unmasked Estep 
Score: -16078027.000000 Penalty: 5772.241211
	Iteration 79Q: 3 clusters Score -1.607803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 109790 members 
Entering Unmasked Estep 
Score: -16078020.000000 Penalty: 5772.241211
	Iteration 80F: 3 clusters Score -1.607802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 109791 members 
Entering Unmasked Estep 
Score: -16078026.000000 Penalty: 5772.241211
	Iteration 81Q: 3 clusters Score -1.607803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 109791 members 
Entering Unmasked Estep 
Score: -16078026.000000 Penalty: 5772.241211
	Iteration 82F: 3 clusters Score -1.607803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (110294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110294 members 
Entering Unmasked Estep 
Score: -15750299.000000 Penalty: 2879.504395
	Iteration 0F: 2 clusters Score -1.57503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -15676868.000000 Penalty: 5759.008789
	Iteration 0F: 3 clusters Score -1.567687e+07 nChanged 52378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -15706559.000000 Penalty: 5759.008789
	Iteration 1F: 3 clusters Score -1.570656e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -15707313.000000 Penalty: 5759.008789
	Iteration 2Q: 3 clusters Score -1.570731e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -15708044.000000 Penalty: 5759.008789
	Iteration 3Q: 3 clusters Score -1.570804e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -15709015.000000 Penalty: 5759.008789
	Iteration 4Q: 3 clusters Score -1.570902e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -15710386.000000 Penalty: 5759.008789
	Iteration 5Q: 3 clusters Score -1.571039e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -15712225.000000 Penalty: 5759.008789
	Iteration 6Q: 3 clusters Score -1.571222e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -15715334.000000 Penalty: 5759.008789
	Iteration 7F: 3 clusters Score -1.571533e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -15720302.000000 Penalty: 5759.008789
	Iteration 8F: 3 clusters Score -1.57203e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -15726510.000000 Penalty: 5759.008789
	Iteration 9F: 3 clusters Score -1.572651e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -15732882.000000 Penalty: 5759.008789
	Iteration 10F: 3 clusters Score -1.573288e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -15738153.000000 Penalty: 5759.008789
	Iteration 11F: 3 clusters Score -1.573815e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -15741644.000000 Penalty: 5759.008789
	Iteration 12Q: 3 clusters Score -1.574164e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -15743720.000000 Penalty: 5759.008789
	Iteration 13Q: 3 clusters Score -1.574372e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106739 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -15745063.000000 Penalty: 5759.008789
	Iteration 14Q: 3 clusters Score -1.574506e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -15745987.000000 Penalty: 5759.008789
	Iteration 15Q: 3 clusters Score -1.574599e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -15746565.000000 Penalty: 5759.008789
	Iteration 16Q: 3 clusters Score -1.574656e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109054 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -15746969.000000 Penalty: 5759.008789
	Iteration 17Q: 3 clusters Score -1.574697e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -15747195.000000 Penalty: 5759.008789
	Iteration 18Q: 3 clusters Score -1.57472e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109472 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -15747327.000000 Penalty: 5759.008789
	Iteration 19Q: 3 clusters Score -1.574733e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109560 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -15747463.000000 Penalty: 5759.008789
	Iteration 20F: 3 clusters Score -1.574746e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109632 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15747534.000000 Penalty: 5759.008789
	Iteration 21Q: 3 clusters Score -1.574753e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109686 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -15747567.000000 Penalty: 5759.008789
	Iteration 22Q: 3 clusters Score -1.574757e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109723 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -15747605.000000 Penalty: 5759.008789
	Iteration 23Q: 3 clusters Score -1.57476e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109750 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15747629.000000 Penalty: 5759.008789
	Iteration 24Q: 3 clusters Score -1.574763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109762 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -15747630.000000 Penalty: 5759.008789
	Iteration 25Q: 3 clusters Score -1.574763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109775 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15747639.000000 Penalty: 5759.008789
	Iteration 26Q: 3 clusters Score -1.574764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15747641.000000 Penalty: 5759.008789
	Iteration 27Q: 3 clusters Score -1.574764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109795 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -15747648.000000 Penalty: 5759.008789
	Iteration 28Q: 3 clusters Score -1.574765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15747659.000000 Penalty: 5759.008789
	Iteration 29Q: 3 clusters Score -1.574766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109813 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15747672.000000 Penalty: 5759.008789
	Iteration 30Q: 3 clusters Score -1.574767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109822 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -15747675.000000 Penalty: 5759.008789
	Iteration 31Q: 3 clusters Score -1.574768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109830 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -15747682.000000 Penalty: 5759.008789
	Iteration 32Q: 3 clusters Score -1.574768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109837 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -15747686.000000 Penalty: 5759.008789
	Iteration 33Q: 3 clusters Score -1.574769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -15747694.000000 Penalty: 5759.008789
	Iteration 34Q: 3 clusters Score -1.574769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109842 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15747697.000000 Penalty: 5759.008789
	Iteration 35Q: 3 clusters Score -1.57477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109845 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15747689.000000 Penalty: 5759.008789
	Iteration 36Q: 3 clusters Score -1.574769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109850 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15747694.000000 Penalty: 5759.008789
	Iteration 37Q: 3 clusters Score -1.574769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -15747692.000000 Penalty: 5759.008789
	Iteration 38Q: 3 clusters Score -1.574769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -15747692.000000 Penalty: 5759.008789
	Iteration 39F: 3 clusters Score -1.574769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Entering Unmasked Estep 
Score: -6022275.500000 Penalty: 2640.926025
	Iteration 0F: 2 clusters Score -6022276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -5993649.500000 Penalty: 5281.852051
	Iteration 0F: 3 clusters Score -5993650 nChanged 19395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -6004355.000000 Penalty: 5281.852051
	Iteration 1F: 3 clusters Score -6004355 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -6004813.500000 Penalty: 5281.852051
	Iteration 2Q: 3 clusters Score -6004814 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -6005264.500000 Penalty: 5281.852051
	Iteration 3Q: 3 clusters Score -6005264 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -6005679.500000 Penalty: 5281.852051
	Iteration 4Q: 3 clusters Score -6005680 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -6006185.500000 Penalty: 5281.852051
	Iteration 5Q: 3 clusters Score -6006186 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -6006987.500000 Penalty: 5281.852051
	Iteration 6Q: 3 clusters Score -6006988 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -6008222.500000 Penalty: 5281.852051
	Iteration 7F: 3 clusters Score -6008222 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -6009967.500000 Penalty: 5281.852051
	Iteration 8F: 3 clusters Score -6009968 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -6012341.000000 Penalty: 5281.852051
	Iteration 9F: 3 clusters Score -6012341 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -6014813.500000 Penalty: 5281.852051
	Iteration 10F: 3 clusters Score -6014814 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -6016813.500000 Penalty: 5281.852051
	Iteration 11F: 3 clusters Score -6016814 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -6018073.500000 Penalty: 5281.852051
	Iteration 12Q: 3 clusters Score -6018074 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -6018813.000000 Penalty: 5281.852051
	Iteration 13Q: 3 clusters Score -6018813 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -6019253.000000 Penalty: 5281.852051
	Iteration 14Q: 3 clusters Score -6019253 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -6019499.500000 Penalty: 5281.852051
	Iteration 15Q: 3 clusters Score -6019500 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -6019678.500000 Penalty: 5281.852051
	Iteration 16Q: 3 clusters Score -6019678 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -6019785.500000 Penalty: 5281.852051
	Iteration 17Q: 3 clusters Score -6019786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -6019857.000000 Penalty: 5281.852051
	Iteration 18Q: 3 clusters Score -6019857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -6019880.000000 Penalty: 5281.852051
	Iteration 19Q: 3 clusters Score -6019880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -6019906.500000 Penalty: 5281.852051
	Iteration 20F: 3 clusters Score -6019906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -6019916.500000 Penalty: 5281.852051
	Iteration 21Q: 3 clusters Score -6019916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -6019925.000000 Penalty: 5281.852051
	Iteration 22Q: 3 clusters Score -6019925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -6019937.000000 Penalty: 5281.852051
	Iteration 23Q: 3 clusters Score -6019937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -6019956.500000 Penalty: 5281.852051
	Iteration 24Q: 3 clusters Score -6019956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -6019975.000000 Penalty: 5281.852051
	Iteration 25Q: 3 clusters Score -6019975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -6019988.000000 Penalty: 5281.852051
	Iteration 26Q: 3 clusters Score -6019988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -6019988.000000 Penalty: 5281.852051
	Iteration 27Q: 3 clusters Score -6019988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -6019994.500000 Penalty: 5281.852051
	Iteration 28Q: 3 clusters Score -6019994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -6020002.500000 Penalty: 5281.852051
	Iteration 29Q: 3 clusters Score -6020002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -6020004.000000 Penalty: 5281.852051
	Iteration 30Q: 3 clusters Score -6020004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -6020003.500000 Penalty: 5281.852051
	Iteration 31Q: 3 clusters Score -6020004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -6020009.000000 Penalty: 5281.852051
	Iteration 32Q: 3 clusters Score -6020009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -6020025.000000 Penalty: 5281.852051
	Iteration 33Q: 3 clusters Score -6020025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -6020019.000000 Penalty: 5281.852051
	Iteration 34Q: 3 clusters Score -6020019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -6020021.500000 Penalty: 5281.852051
	Iteration 35Q: 3 clusters Score -6020022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -6020027.000000 Penalty: 5281.852051
	Iteration 36Q: 3 clusters Score -6020027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -6020028.500000 Penalty: 5281.852051
	Iteration 37Q: 3 clusters Score -6020028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -6020027.500000 Penalty: 5281.852051
	Iteration 38Q: 3 clusters Score -6020028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -6020030.500000 Penalty: 5281.852051
	Iteration 39Q: 3 clusters Score -6020030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -6020030.500000 Penalty: 5281.852051
	Iteration 40F: 3 clusters Score -6020030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -264168.687500 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -264168.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -261608.625000 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -261608.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -262116.390625 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -262116.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -262269.000000 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -262269 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -262374.750000 Penalty: 3746.430176
	Iteration 3Q: 3 clusters Score -262374.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -262434.406250 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -262434.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -262468.031250 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -262468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -262480.468750 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -262480.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -262491.437500 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -262491.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -262502.625000 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -262502.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -262513.406250 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -262513.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -262517.531250 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -262517.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -262521.812500 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -262521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -262523.062500 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -262523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -262523.093750 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -262523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -262526.468750 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -262526.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -262529.750000 Penalty: 3746.430176
	Iteration 15Q: 3 clusters Score -262529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -262532.031250 Penalty: 3746.430176
	Iteration 16Q: 3 clusters Score -262532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -262534.250000 Penalty: 3746.430176
	Iteration 17Q: 3 clusters Score -262534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -262535.281250 Penalty: 3746.430176
	Iteration 18Q: 3 clusters Score -262535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -262536.843750 Penalty: 3746.430176
	Iteration 19Q: 3 clusters Score -262536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -262539.375000 Penalty: 3746.430176
	Iteration 20F: 3 clusters Score -262539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -262540.843750 Penalty: 3746.430176
	Iteration 21Q: 3 clusters Score -262540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -262541.312500 Penalty: 3746.430176
	Iteration 22Q: 3 clusters Score -262541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -262541.968750 Penalty: 3746.430176
	Iteration 23Q: 3 clusters Score -262542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -262542.343750 Penalty: 3746.430176
	Iteration 24Q: 3 clusters Score -262542.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -262542.343750 Penalty: 3746.430176
	Iteration 25F: 3 clusters Score -262542.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158862 members 
Entering Unmasked Estep 
Score: -22310168.000000 Penalty: 2969.996094
	Iteration 0F: 2 clusters Score -2.231017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -22206418.000000 Penalty: 5939.992188
	Iteration 0F: 3 clusters Score -2.220642e+07 nChanged 75892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -22250254.000000 Penalty: 5939.992188
	Iteration 1F: 3 clusters Score -2.225025e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79453 members 
Mstep: Class 2 contains 79409 members 
Entering Unmasked Estep 
Score: -22251670.000000 Penalty: 5939.992188
	Iteration 2Q: 3 clusters Score -2.225167e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -22254064.000000 Penalty: 5939.992188
	Iteration 3Q: 3 clusters Score -2.225406e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -22257650.000000 Penalty: 5939.992188
	Iteration 4Q: 3 clusters Score -2.225765e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -22263258.000000 Penalty: 5939.992188
	Iteration 5F: 3 clusters Score -2.226326e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -22271932.000000 Penalty: 5939.992188
	Iteration 6F: 3 clusters Score -2.227193e+07 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 95255 members 
Entering Unmasked Estep 
Score: -22282880.000000 Penalty: 5939.992188
	Iteration 7F: 3 clusters Score -2.228288e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 100201 members 
Entering Unmasked Estep 
Score: -22292138.000000 Penalty: 5939.992188
	Iteration 8F: 3 clusters Score -2.229214e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 103833 members 
Entering Unmasked Estep 
Score: -22296208.000000 Penalty: 5939.992188
	Iteration 9Q: 3 clusters Score -2.229621e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -22298036.000000 Penalty: 5939.992188
	Iteration 10Q: 3 clusters Score -2.229804e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 109280 members 
Entering Unmasked Estep 
Score: -22299182.000000 Penalty: 5939.992188
	Iteration 11Q: 3 clusters Score -2.229918e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 111776 members 
Entering Unmasked Estep 
Score: -22300074.000000 Penalty: 5939.992188
	Iteration 12Q: 3 clusters Score -2.230007e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 114249 members 
Entering Unmasked Estep 
Score: -22300874.000000 Penalty: 5939.992188
	Iteration 13Q: 3 clusters Score -2.230087e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 116660 members 
Entering Unmasked Estep 
Score: -22301638.000000 Penalty: 5939.992188
	Iteration 14Q: 3 clusters Score -2.230164e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 119004 members 
Entering Unmasked Estep 
Score: -22302318.000000 Penalty: 5939.992188
	Iteration 15Q: 3 clusters Score -2.230232e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 121240 members 
Entering Unmasked Estep 
Score: -22303004.000000 Penalty: 5939.992188
	Iteration 16Q: 3 clusters Score -2.2303e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 123435 members 
Entering Unmasked Estep 
Score: -22303650.000000 Penalty: 5939.992188
	Iteration 17Q: 3 clusters Score -2.230365e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 125537 members 
Entering Unmasked Estep 
Score: -22304262.000000 Penalty: 5939.992188
	Iteration 18Q: 3 clusters Score -2.230426e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 127497 members 
Entering Unmasked Estep 
Score: -22304798.000000 Penalty: 5939.992188
	Iteration 19Q: 3 clusters Score -2.23048e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -22305332.000000 Penalty: 5939.992188
	Iteration 20F: 3 clusters Score -2.230533e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 131140 members 
Entering Unmasked Estep 
Score: -22305810.000000 Penalty: 5939.992188
	Iteration 21Q: 3 clusters Score -2.230581e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 132841 members 
Entering Unmasked Estep 
Score: -22306216.000000 Penalty: 5939.992188
	Iteration 22Q: 3 clusters Score -2.230622e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 134470 members 
Entering Unmasked Estep 
Score: -22306556.000000 Penalty: 5939.992188
	Iteration 23Q: 3 clusters Score -2.230656e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -22307086.000000 Penalty: 5939.992188
	Iteration 24Q: 3 clusters Score -2.230709e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 137448 members 
Entering Unmasked Estep 
Score: -22307290.000000 Penalty: 5939.992188
	Iteration 25Q: 3 clusters Score -2.230729e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 138722 members 
Entering Unmasked Estep 
Score: -22307578.000000 Penalty: 5939.992188
	Iteration 26Q: 3 clusters Score -2.230758e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 139914 members 
Entering Unmasked Estep 
Score: -22307996.000000 Penalty: 5939.992188
	Iteration 27Q: 3 clusters Score -2.2308e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 141048 members 
Entering Unmasked Estep 
Score: -22308314.000000 Penalty: 5939.992188
	Iteration 28Q: 3 clusters Score -2.230831e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 142039 members 
Entering Unmasked Estep 
Score: -22308614.000000 Penalty: 5939.992188
	Iteration 29Q: 3 clusters Score -2.230861e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 142963 members 
Entering Unmasked Estep 
Score: -22308820.000000 Penalty: 5939.992188
	Iteration 30Q: 3 clusters Score -2.230882e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 143867 members 
Entering Unmasked Estep 
Score: -22309018.000000 Penalty: 5939.992188
	Iteration 31Q: 3 clusters Score -2.230902e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 144737 members 
Entering Unmasked Estep 
Score: -22309154.000000 Penalty: 5939.992188
	Iteration 32Q: 3 clusters Score -2.230915e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 145527 members 
Entering Unmasked Estep 
Score: -22309192.000000 Penalty: 5939.992188
	Iteration 33Q: 3 clusters Score -2.230919e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 146274 members 
Entering Unmasked Estep 
Score: -22309300.000000 Penalty: 5939.992188
	Iteration 34Q: 3 clusters Score -2.23093e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 146964 members 
Entering Unmasked Estep 
Score: -22309492.000000 Penalty: 5939.992188
	Iteration 35Q: 3 clusters Score -2.230949e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -22309630.000000 Penalty: 5939.992188
	Iteration 36Q: 3 clusters Score -2.230963e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 148164 members 
Entering Unmasked Estep 
Score: -22309732.000000 Penalty: 5939.992188
	Iteration 37Q: 3 clusters Score -2.230973e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 148674 members 
Entering Unmasked Estep 
Score: -22309768.000000 Penalty: 5939.992188
	Iteration 38Q: 3 clusters Score -2.230977e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 149121 members 
Entering Unmasked Estep 
Score: -22309816.000000 Penalty: 5939.992188
	Iteration 39Q: 3 clusters Score -2.230982e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 149541 members 
Entering Unmasked Estep 
Score: -22309836.000000 Penalty: 5939.992188
	Iteration 40F: 3 clusters Score -2.230984e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 149950 members 
Entering Unmasked Estep 
Score: -22309836.000000 Penalty: 5939.992188
	Iteration 41Q: 3 clusters Score -2.230984e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 150302 members 
Entering Unmasked Estep 
Score: -22309858.000000 Penalty: 5939.992188
	Iteration 42Q: 3 clusters Score -2.230986e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 150611 members 
Entering Unmasked Estep 
Score: -22309882.000000 Penalty: 5939.992188
	Iteration 43Q: 3 clusters Score -2.230988e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 150898 members 
Entering Unmasked Estep 
Score: -22309850.000000 Penalty: 5939.992188
	Iteration 44Q: 3 clusters Score -2.230985e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 151182 members 
Entering Unmasked Estep 
Score: -22309886.000000 Penalty: 5939.992188
	Iteration 45Q: 3 clusters Score -2.230989e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 151443 members 
Entering Unmasked Estep 
Score: -22309900.000000 Penalty: 5939.992188
	Iteration 46Q: 3 clusters Score -2.23099e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -22309872.000000 Penalty: 5939.992188
	Iteration 47Q: 3 clusters Score -2.230987e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 151900 members 
Entering Unmasked Estep 
Score: -22309860.000000 Penalty: 5939.992188
	Iteration 48Q: 3 clusters Score -2.230986e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 152100 members 
Entering Unmasked Estep 
Score: -22309818.000000 Penalty: 5939.992188
	Iteration 49Q: 3 clusters Score -2.230982e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 152308 members 
Entering Unmasked Estep 
Score: -22309770.000000 Penalty: 5939.992188
	Iteration 50Q: 3 clusters Score -2.230977e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 152480 members 
Entering Unmasked Estep 
Score: -22309768.000000 Penalty: 5939.992188
	Iteration 51Q: 3 clusters Score -2.230977e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 152640 members 
Entering Unmasked Estep 
Score: -22309794.000000 Penalty: 5939.992188
	Iteration 52Q: 3 clusters Score -2.230979e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 152778 members 
Entering Unmasked Estep 
Score: -22309774.000000 Penalty: 5939.992188
	Iteration 53Q: 3 clusters Score -2.230977e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 152895 members 
Entering Unmasked Estep 
Score: -22309758.000000 Penalty: 5939.992188
	Iteration 54Q: 3 clusters Score -2.230976e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 152982 members 
Entering Unmasked Estep 
Score: -22309726.000000 Penalty: 5939.992188
	Iteration 55Q: 3 clusters Score -2.230973e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 153049 members 
Entering Unmasked Estep 
Score: -22309694.000000 Penalty: 5939.992188
	Iteration 56Q: 3 clusters Score -2.230969e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 153097 members 
Entering Unmasked Estep 
Score: -22309676.000000 Penalty: 5939.992188
	Iteration 57Q: 3 clusters Score -2.230968e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 153145 members 
Entering Unmasked Estep 
Score: -22309718.000000 Penalty: 5939.992188
	Iteration 58Q: 3 clusters Score -2.230972e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 153187 members 
Entering Unmasked Estep 
Score: -22309706.000000 Penalty: 5939.992188
	Iteration 59Q: 3 clusters Score -2.230971e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 153239 members 
Entering Unmasked Estep 
Score: -22309736.000000 Penalty: 5939.992188
	Iteration 60F: 3 clusters Score -2.230974e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 153295 members 
Entering Unmasked Estep 
Score: -22309730.000000 Penalty: 5939.992188
	Iteration 61Q: 3 clusters Score -2.230973e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 153347 members 
Entering Unmasked Estep 
Score: -22309728.000000 Penalty: 5939.992188
	Iteration 62Q: 3 clusters Score -2.230973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 153388 members 
Entering Unmasked Estep 
Score: -22309738.000000 Penalty: 5939.992188
	Iteration 63Q: 3 clusters Score -2.230974e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 153428 members 
Entering Unmasked Estep 
Score: -22309708.000000 Penalty: 5939.992188
	Iteration 64Q: 3 clusters Score -2.230971e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 153481 members 
Entering Unmasked Estep 
Score: -22309690.000000 Penalty: 5939.992188
	Iteration 65Q: 3 clusters Score -2.230969e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 153528 members 
Entering Unmasked Estep 
Score: -22309674.000000 Penalty: 5939.992188
	Iteration 66Q: 3 clusters Score -2.230967e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 153575 members 
Entering Unmasked Estep 
Score: -22309672.000000 Penalty: 5939.992188
	Iteration 67Q: 3 clusters Score -2.230967e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 153613 members 
Entering Unmasked Estep 
Score: -22309698.000000 Penalty: 5939.992188
	Iteration 68Q: 3 clusters Score -2.23097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 153646 members 
Entering Unmasked Estep 
Score: -22309712.000000 Penalty: 5939.992188
	Iteration 69Q: 3 clusters Score -2.230971e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 153681 members 
Entering Unmasked Estep 
Score: -22309692.000000 Penalty: 5939.992188
	Iteration 70Q: 3 clusters Score -2.230969e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 153715 members 
Entering Unmasked Estep 
Score: -22309712.000000 Penalty: 5939.992188
	Iteration 71Q: 3 clusters Score -2.230971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -22309700.000000 Penalty: 5939.992188
	Iteration 72Q: 3 clusters Score -2.23097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 153767 members 
Entering Unmasked Estep 
Score: -22309690.000000 Penalty: 5939.992188
	Iteration 73Q: 3 clusters Score -2.230969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 153794 members 
Entering Unmasked Estep 
Score: -22309692.000000 Penalty: 5939.992188
	Iteration 74Q: 3 clusters Score -2.230969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
Score: -22309666.000000 Penalty: 5939.992188
	Iteration 75Q: 3 clusters Score -2.230967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 153850 members 
Entering Unmasked Estep 
Score: -22309670.000000 Penalty: 5939.992188
	Iteration 76Q: 3 clusters Score -2.230967e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 153883 members 
Entering Unmasked Estep 
Score: -22309716.000000 Penalty: 5939.992188
	Iteration 77Q: 3 clusters Score -2.230972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 153915 members 
Entering Unmasked Estep 
Score: -22309732.000000 Penalty: 5939.992188
	Iteration 78Q: 3 clusters Score -2.230973e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 153941 members 
Entering Unmasked Estep 
Score: -22309742.000000 Penalty: 5939.992188
	Iteration 79Q: 3 clusters Score -2.230974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 153960 members 
Entering Unmasked Estep 
Score: -22309722.000000 Penalty: 5939.992188
	Iteration 80F: 3 clusters Score -2.230972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 153975 members 
Entering Unmasked Estep 
Score: -22309708.000000 Penalty: 5939.992188
	Iteration 81Q: 3 clusters Score -2.230971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 153994 members 
Entering Unmasked Estep 
Score: -22309686.000000 Penalty: 5939.992188
	Iteration 82Q: 3 clusters Score -2.230969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -22309682.000000 Penalty: 5939.992188
	Iteration 83Q: 3 clusters Score -2.230968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 154027 members 
Entering Unmasked Estep 
Score: -22309688.000000 Penalty: 5939.992188
	Iteration 84Q: 3 clusters Score -2.230969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 154037 members 
Entering Unmasked Estep 
Score: -22309684.000000 Penalty: 5939.992188
	Iteration 85Q: 3 clusters Score -2.230968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 154045 members 
Entering Unmasked Estep 
Score: -22309696.000000 Penalty: 5939.992188
	Iteration 86Q: 3 clusters Score -2.23097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -22309688.000000 Penalty: 5939.992188
	Iteration 87Q: 3 clusters Score -2.230969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 154066 members 
Entering Unmasked Estep 
Score: -22309670.000000 Penalty: 5939.992188
	Iteration 88Q: 3 clusters Score -2.230967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 154075 members 
Entering Unmasked Estep 
Score: -22309684.000000 Penalty: 5939.992188
	Iteration 89Q: 3 clusters Score -2.230968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 154087 members 
Entering Unmasked Estep 
Score: -22309680.000000 Penalty: 5939.992188
	Iteration 90Q: 3 clusters Score -2.230968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 154103 members 
Entering Unmasked Estep 
Score: -22309680.000000 Penalty: 5939.992188
	Iteration 91Q: 3 clusters Score -2.230968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 154125 members 
Entering Unmasked Estep 
Score: -22309694.000000 Penalty: 5939.992188
	Iteration 92Q: 3 clusters Score -2.230969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 154143 members 
Entering Unmasked Estep 
Score: -22309702.000000 Penalty: 5939.992188
	Iteration 93Q: 3 clusters Score -2.23097e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 154168 members 
Entering Unmasked Estep 
Score: -22309708.000000 Penalty: 5939.992188
	Iteration 94Q: 3 clusters Score -2.230971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 154188 members 
Entering Unmasked Estep 
Score: -22309700.000000 Penalty: 5939.992188
	Iteration 95Q: 3 clusters Score -2.23097e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 154206 members 
Entering Unmasked Estep 
Score: -22309712.000000 Penalty: 5939.992188
	Iteration 96Q: 3 clusters Score -2.230971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 154219 members 
Entering Unmasked Estep 
Score: -22309694.000000 Penalty: 5939.992188
	Iteration 97Q: 3 clusters Score -2.230969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -22309676.000000 Penalty: 5939.992188
	Iteration 98Q: 3 clusters Score -2.230968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 154243 members 
Entering Unmasked Estep 
Score: -22309696.000000 Penalty: 5939.992188
	Iteration 99Q: 3 clusters Score -2.23097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 154257 members 
Entering Unmasked Estep 
Score: -22309690.000000 Penalty: 5939.992188
	Iteration 100F: 3 clusters Score -2.230969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 154273 members 
Entering Unmasked Estep 
Score: -22309670.000000 Penalty: 5939.992188
	Iteration 101Q: 3 clusters Score -2.230967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 154286 members 
Entering Unmasked Estep 
Score: -22309664.000000 Penalty: 5939.992188
	Iteration 102Q: 3 clusters Score -2.230966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 154295 members 
Entering Unmasked Estep 
Score: -22309638.000000 Penalty: 5939.992188
	Iteration 103Q: 3 clusters Score -2.230964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 154307 members 
Entering Unmasked Estep 
Score: -22309640.000000 Penalty: 5939.992188
	Iteration 104Q: 3 clusters Score -2.230964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 154319 members 
Entering Unmasked Estep 
Score: -22309666.000000 Penalty: 5939.992188
	Iteration 105Q: 3 clusters Score -2.230967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 154327 members 
Entering Unmasked Estep 
Score: -22309662.000000 Penalty: 5939.992188
	Iteration 106Q: 3 clusters Score -2.230966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 154338 members 
Entering Unmasked Estep 
Score: -22309658.000000 Penalty: 5939.992188
	Iteration 107Q: 3 clusters Score -2.230966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 154349 members 
Entering Unmasked Estep 
Score: -22309662.000000 Penalty: 5939.992188
	Iteration 108Q: 3 clusters Score -2.230966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 154362 members 
Entering Unmasked Estep 
Score: -22309650.000000 Penalty: 5939.992188
	Iteration 109Q: 3 clusters Score -2.230965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 154378 members 
Entering Unmasked Estep 
Score: -22309650.000000 Penalty: 5939.992188
	Iteration 110Q: 3 clusters Score -2.230965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 154390 members 
Entering Unmasked Estep 
Score: -22309654.000000 Penalty: 5939.992188
	Iteration 111Q: 3 clusters Score -2.230965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 154399 members 
Entering Unmasked Estep 
Score: -22309630.000000 Penalty: 5939.992188
	Iteration 112Q: 3 clusters Score -2.230963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -22309634.000000 Penalty: 5939.992188
	Iteration 113Q: 3 clusters Score -2.230963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 154421 members 
Entering Unmasked Estep 
Score: -22309642.000000 Penalty: 5939.992188
	Iteration 114Q: 3 clusters Score -2.230964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 154428 members 
Entering Unmasked Estep 
Score: -22309642.000000 Penalty: 5939.992188
	Iteration 115Q: 3 clusters Score -2.230964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 154435 members 
Entering Unmasked Estep 
Score: -22309620.000000 Penalty: 5939.992188
	Iteration 116Q: 3 clusters Score -2.230962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 154442 members 
Entering Unmasked Estep 
Score: -22309620.000000 Penalty: 5939.992188
	Iteration 117Q: 3 clusters Score -2.230962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 154449 members 
Entering Unmasked Estep 
Score: -22309616.000000 Penalty: 5939.992188
	Iteration 118Q: 3 clusters Score -2.230962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 154457 members 
Entering Unmasked Estep 
Score: -22309620.000000 Penalty: 5939.992188
	Iteration 119Q: 3 clusters Score -2.230962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 154466 members 
Entering Unmasked Estep 
Score: -22309626.000000 Penalty: 5939.992188
	Iteration 120F: 3 clusters Score -2.230963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 154477 members 
Entering Unmasked Estep 
Score: -22309624.000000 Penalty: 5939.992188
	Iteration 121Q: 3 clusters Score -2.230962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 154491 members 
Entering Unmasked Estep 
Score: -22309610.000000 Penalty: 5939.992188
	Iteration 122Q: 3 clusters Score -2.230961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 154493 members 
Entering Unmasked Estep 
Score: -22309604.000000 Penalty: 5939.992188
	Iteration 123Q: 3 clusters Score -2.23096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 154497 members 
Entering Unmasked Estep 
Score: -22309632.000000 Penalty: 5939.992188
	Iteration 124Q: 3 clusters Score -2.230963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 154502 members 
Entering Unmasked Estep 
Score: -22309642.000000 Penalty: 5939.992188
	Iteration 125Q: 3 clusters Score -2.230964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 154508 members 
Entering Unmasked Estep 
Score: -22309614.000000 Penalty: 5939.992188
	Iteration 126Q: 3 clusters Score -2.230961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 154514 members 
Entering Unmasked Estep 
Score: -22309622.000000 Penalty: 5939.992188
	Iteration 127Q: 3 clusters Score -2.230962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 154522 members 
Entering Unmasked Estep 
Score: -22309610.000000 Penalty: 5939.992188
	Iteration 128Q: 3 clusters Score -2.230961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 154525 members 
Entering Unmasked Estep 
Score: -22309612.000000 Penalty: 5939.992188
	Iteration 129Q: 3 clusters Score -2.230961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 154535 members 
Entering Unmasked Estep 
Score: -22309610.000000 Penalty: 5939.992188
	Iteration 130Q: 3 clusters Score -2.230961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 154544 members 
Entering Unmasked Estep 
Score: -22309622.000000 Penalty: 5939.992188
	Iteration 131Q: 3 clusters Score -2.230962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 154554 members 
Entering Unmasked Estep 
Score: -22309632.000000 Penalty: 5939.992188
	Iteration 132Q: 3 clusters Score -2.230963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 154561 members 
Entering Unmasked Estep 
Score: -22309622.000000 Penalty: 5939.992188
	Iteration 133Q: 3 clusters Score -2.230962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 154569 members 
Entering Unmasked Estep 
Score: -22309614.000000 Penalty: 5939.992188
	Iteration 134Q: 3 clusters Score -2.230961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 154575 members 
Entering Unmasked Estep 
Score: -22309608.000000 Penalty: 5939.992188
	Iteration 135Q: 3 clusters Score -2.230961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 154579 members 
Entering Unmasked Estep 
Score: -22309598.000000 Penalty: 5939.992188
	Iteration 136Q: 3 clusters Score -2.23096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 154586 members 
Entering Unmasked Estep 
Score: -22309610.000000 Penalty: 5939.992188
	Iteration 137Q: 3 clusters Score -2.230961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 154591 members 
Entering Unmasked Estep 
Score: -22309616.000000 Penalty: 5939.992188
	Iteration 138Q: 3 clusters Score -2.230962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 154599 members 
Entering Unmasked Estep 
Score: -22309606.000000 Penalty: 5939.992188
	Iteration 139Q: 3 clusters Score -2.230961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 154606 members 
Entering Unmasked Estep 
Score: -22309600.000000 Penalty: 5939.992188
	Iteration 140F: 3 clusters Score -2.23096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 154617 members 
Entering Unmasked Estep 
Score: -22309598.000000 Penalty: 5939.992188
	Iteration 141Q: 3 clusters Score -2.23096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 154629 members 
Entering Unmasked Estep 
Score: -22309626.000000 Penalty: 5939.992188
	Iteration 142Q: 3 clusters Score -2.230963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 154639 members 
Entering Unmasked Estep 
Score: -22309604.000000 Penalty: 5939.992188
	Iteration 143Q: 3 clusters Score -2.23096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 154643 members 
Entering Unmasked Estep 
Score: -22309598.000000 Penalty: 5939.992188
	Iteration 144Q: 3 clusters Score -2.23096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 154647 members 
Entering Unmasked Estep 
Score: -22309596.000000 Penalty: 5939.992188
	Iteration 145Q: 3 clusters Score -2.23096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 154650 members 
Entering Unmasked Estep 
Score: -22309592.000000 Penalty: 5939.992188
	Iteration 146Q: 3 clusters Score -2.230959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 154653 members 
Entering Unmasked Estep 
Score: -22309582.000000 Penalty: 5939.992188
	Iteration 147Q: 3 clusters Score -2.230958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 154658 members 
Entering Unmasked Estep 
Score: -22309582.000000 Penalty: 5939.992188
	Iteration 148Q: 3 clusters Score -2.230958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 154659 members 
Entering Unmasked Estep 
Score: -22309576.000000 Penalty: 5939.992188
	Iteration 149Q: 3 clusters Score -2.230958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 154661 members 
Entering Unmasked Estep 
Score: -22309580.000000 Penalty: 5939.992188
	Iteration 150Q: 3 clusters Score -2.230958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 154664 members 
Entering Unmasked Estep 
Score: -22309568.000000 Penalty: 5939.992188
	Iteration 151Q: 3 clusters Score -2.230957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 154666 members 
Entering Unmasked Estep 
Score: -22309584.000000 Penalty: 5939.992188
	Iteration 152Q: 3 clusters Score -2.230958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 154667 members 
Entering Unmasked Estep 
Score: -22309578.000000 Penalty: 5939.992188
	Iteration 153Q: 3 clusters Score -2.230958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 154669 members 
Entering Unmasked Estep 
Score: -22309584.000000 Penalty: 5939.992188
	Iteration 154Q: 3 clusters Score -2.230958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 154670 members 
Entering Unmasked Estep 
Score: -22309580.000000 Penalty: 5939.992188
	Iteration 155Q: 3 clusters Score -2.230958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 154671 members 
Entering Unmasked Estep 
Score: -22309582.000000 Penalty: 5939.992188
	Iteration 156Q: 3 clusters Score -2.230958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 154673 members 
Entering Unmasked Estep 
Score: -22309580.000000 Penalty: 5939.992188
	Iteration 157Q: 3 clusters Score -2.230958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 154674 members 
Entering Unmasked Estep 
Score: -22309576.000000 Penalty: 5939.992188
	Iteration 158Q: 3 clusters Score -2.230958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 154674 members 
Entering Unmasked Estep 
Score: -22309576.000000 Penalty: 5939.992188
	Iteration 159F: 3 clusters Score -2.230958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51577.984375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -51577.98 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 208 members 
Entering Unmasked Estep 
Score: -50174.277344 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -50174.28 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50446.726562 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -50446.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50543.832031 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -50543.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50648.058594 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -50648.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50727.488281 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -50727.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50826.183594 Penalty: 2993.598877
	Iteration 5F: 3 clusters Score -50826.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -50879.375000 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -50879.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -51042.675781 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -51042.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51288.324219 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -51288.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -51391.796875 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -51391.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -51457.457031 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -51457.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -51512.886719 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -51512.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -51591.996094 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -51592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -51629.105469 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -51629.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -51662.289062 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -51662.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -51678.039062 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -51678.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -51680.765625 Penalty: 2993.598877
	Iteration 16F: 3 clusters Score -51680.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -51696.312500 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -51696.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -51702.796875 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -51702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -51702.796875 Penalty: 2993.598877
	Iteration 19F: 3 clusters Score -51702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83097 members 
Mstep: Class 4 contains 161906 members 
Mstep: Class 5 contains 60666 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 36287 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113276 members 
Mstep: Class 11 contains 110294 members 
Mstep: Class 12 contains 42146 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158862 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 26360 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 42474 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13012 members 
Mstep: Class 21 contains 106876 members 
Mstep: Class 22 contains 32887 members 
Mstep: Class 23 contains 41968 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 86 members 
Entering Unmasked Estep 
Score: -147066144.000000 Penalty: 89447.265625
Splitting cluster 15 changes total score from -147068064.000000 to -147066144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (26360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Entering Unmasked Estep 
Score: -3755446.250000 Penalty: 2524.541504
	Iteration 0F: 2 clusters Score -3755446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3737205.750000 Penalty: 5049.083008
	Iteration 0F: 3 clusters Score -3737206 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3743638.250000 Penalty: 5049.083008
	Iteration 1F: 3 clusters Score -3743638 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3744027.750000 Penalty: 5049.083008
	Iteration 2Q: 3 clusters Score -3744028 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3744452.250000 Penalty: 5049.083008
	Iteration 3Q: 3 clusters Score -3744452 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3744953.000000 Penalty: 5049.083008
	Iteration 4Q: 3 clusters Score -3744953 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3745572.500000 Penalty: 5049.083008
	Iteration 5Q: 3 clusters Score -3745572 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3746352.500000 Penalty: 5049.083008
	Iteration 6F: 3 clusters Score -3746352 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3747350.250000 Penalty: 5049.083008
	Iteration 7F: 3 clusters Score -3747350 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3748711.250000 Penalty: 5049.083008
	Iteration 8F: 3 clusters Score -3748711 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3750242.000000 Penalty: 5049.083008
	Iteration 9F: 3 clusters Score -3750242 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3751475.500000 Penalty: 5049.083008
	Iteration 10F: 3 clusters Score -3751476 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3752129.000000 Penalty: 5049.083008
	Iteration 11Q: 3 clusters Score -3752129 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3752447.750000 Penalty: 5049.083008
	Iteration 12Q: 3 clusters Score -3752448 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3752618.250000 Penalty: 5049.083008
	Iteration 13Q: 3 clusters Score -3752618 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3752712.000000 Penalty: 5049.083008
	Iteration 14Q: 3 clusters Score -3752712 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3752796.250000 Penalty: 5049.083008
	Iteration 15Q: 3 clusters Score -3752796 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3752867.500000 Penalty: 5049.083008
	Iteration 16Q: 3 clusters Score -3752868 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3752923.000000 Penalty: 5049.083008
	Iteration 17Q: 3 clusters Score -3752923 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -3752975.750000 Penalty: 5049.083008
	Iteration 18Q: 3 clusters Score -3752976 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -3753028.250000 Penalty: 5049.083008
	Iteration 19Q: 3 clusters Score -3753028 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3753080.500000 Penalty: 5049.083008
	Iteration 20F: 3 clusters Score -3753080 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3753131.750000 Penalty: 5049.083008
	Iteration 21Q: 3 clusters Score -3753132 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3753170.750000 Penalty: 5049.083008
	Iteration 22Q: 3 clusters Score -3753171 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3753201.750000 Penalty: 5049.083008
	Iteration 23Q: 3 clusters Score -3753202 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3753239.000000 Penalty: 5049.083008
	Iteration 24Q: 3 clusters Score -3753239 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3753282.500000 Penalty: 5049.083008
	Iteration 25Q: 3 clusters Score -3753282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3753301.250000 Penalty: 5049.083008
	Iteration 26Q: 3 clusters Score -3753301 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3753319.000000 Penalty: 5049.083008
	Iteration 27Q: 3 clusters Score -3753319 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3753349.500000 Penalty: 5049.083008
	Iteration 28Q: 3 clusters Score -3753350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3753361.500000 Penalty: 5049.083008
	Iteration 29Q: 3 clusters Score -3753362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3753378.500000 Penalty: 5049.083008
	Iteration 30Q: 3 clusters Score -3753378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3753397.750000 Penalty: 5049.083008
	Iteration 31Q: 3 clusters Score -3753398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3753427.750000 Penalty: 5049.083008
	Iteration 32Q: 3 clusters Score -3753428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3753439.000000 Penalty: 5049.083008
	Iteration 33Q: 3 clusters Score -3753439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3753439.250000 Penalty: 5049.083008
	Iteration 34Q: 3 clusters Score -3753439 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3753458.500000 Penalty: 5049.083008
	Iteration 35Q: 3 clusters Score -3753458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3753478.500000 Penalty: 5049.083008
	Iteration 36Q: 3 clusters Score -3753478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3753491.750000 Penalty: 5049.083008
	Iteration 37Q: 3 clusters Score -3753492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3753501.250000 Penalty: 5049.083008
	Iteration 38Q: 3 clusters Score -3753501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3753511.750000 Penalty: 5049.083008
	Iteration 39Q: 3 clusters Score -3753512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3753525.250000 Penalty: 5049.083008
	Iteration 40F: 3 clusters Score -3753525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3753534.250000 Penalty: 5049.083008
	Iteration 41Q: 3 clusters Score -3753534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3753535.000000 Penalty: 5049.083008
	Iteration 42Q: 3 clusters Score -3753535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3753553.750000 Penalty: 5049.083008
	Iteration 43Q: 3 clusters Score -3753554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3753564.500000 Penalty: 5049.083008
	Iteration 44Q: 3 clusters Score -3753564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3753580.500000 Penalty: 5049.083008
	Iteration 45Q: 3 clusters Score -3753580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3753586.000000 Penalty: 5049.083008
	Iteration 46Q: 3 clusters Score -3753586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3753590.500000 Penalty: 5049.083008
	Iteration 47Q: 3 clusters Score -3753590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3753592.250000 Penalty: 5049.083008
	Iteration 48Q: 3 clusters Score -3753592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3753604.250000 Penalty: 5049.083008
	Iteration 49Q: 3 clusters Score -3753604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3753612.250000 Penalty: 5049.083008
	Iteration 50Q: 3 clusters Score -3753612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3753620.750000 Penalty: 5049.083008
	Iteration 51Q: 3 clusters Score -3753621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3753633.750000 Penalty: 5049.083008
	Iteration 52Q: 3 clusters Score -3753634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3753629.750000 Penalty: 5049.083008
	Iteration 53Q: 3 clusters Score -3753630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3753647.750000 Penalty: 5049.083008
	Iteration 54Q: 3 clusters Score -3753648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3753643.250000 Penalty: 5049.083008
	Iteration 55Q: 3 clusters Score -3753643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3753638.500000 Penalty: 5049.083008
	Iteration 56Q: 3 clusters Score -3753638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3753646.250000 Penalty: 5049.083008
	Iteration 57Q: 3 clusters Score -3753646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3753646.250000 Penalty: 5049.083008
	Iteration 58Q: 3 clusters Score -3753646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3753645.500000 Penalty: 5049.083008
	Iteration 59Q: 3 clusters Score -3753646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3753641.500000 Penalty: 5049.083008
	Iteration 60F: 3 clusters Score -3753642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3753645.000000 Penalty: 5049.083008
	Iteration 61Q: 3 clusters Score -3753645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3753645.000000 Penalty: 5049.083008
	Iteration 62F: 3 clusters Score -3753645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Entering Unmasked Estep 
Score: -386107.000000 Penalty: 1973.293091
	Iteration 0F: 2 clusters Score -386107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -382919.781250 Penalty: 3946.586182
	Iteration 0F: 3 clusters Score -382919.8 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -383590.312500 Penalty: 3946.586182
	Iteration 1F: 3 clusters Score -383590.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -383809.500000 Penalty: 3946.586182
	Iteration 2F: 3 clusters Score -383809.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -383942.531250 Penalty: 3946.586182
	Iteration 3F: 3 clusters Score -383942.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -384048.375000 Penalty: 3946.586182
	Iteration 4Q: 3 clusters Score -384048.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -384162.625000 Penalty: 3946.586182
	Iteration 5Q: 3 clusters Score -384162.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -384239.343750 Penalty: 3946.586182
	Iteration 6Q: 3 clusters Score -384239.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -384290.250000 Penalty: 3946.586182
	Iteration 7Q: 3 clusters Score -384290.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -384332.000000 Penalty: 3946.586182
	Iteration 8Q: 3 clusters Score -384332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -384363.468750 Penalty: 3946.586182
	Iteration 9Q: 3 clusters Score -384363.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -384383.843750 Penalty: 3946.586182
	Iteration 10Q: 3 clusters Score -384383.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -384402.656250 Penalty: 3946.586182
	Iteration 11Q: 3 clusters Score -384402.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -384419.968750 Penalty: 3946.586182
	Iteration 12Q: 3 clusters Score -384420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -384436.156250 Penalty: 3946.586182
	Iteration 13Q: 3 clusters Score -384436.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -384448.125000 Penalty: 3946.586182
	Iteration 14Q: 3 clusters Score -384448.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -384458.468750 Penalty: 3946.586182
	Iteration 15Q: 3 clusters Score -384458.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -384467.187500 Penalty: 3946.586182
	Iteration 16Q: 3 clusters Score -384467.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -384474.843750 Penalty: 3946.586182
	Iteration 17Q: 3 clusters Score -384474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -384484.062500 Penalty: 3946.586182
	Iteration 18Q: 3 clusters Score -384484.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -384491.218750 Penalty: 3946.586182
	Iteration 19Q: 3 clusters Score -384491.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -384500.718750 Penalty: 3946.586182
	Iteration 20F: 3 clusters Score -384500.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -384509.781250 Penalty: 3946.586182
	Iteration 21Q: 3 clusters Score -384509.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -384518.125000 Penalty: 3946.586182
	Iteration 22Q: 3 clusters Score -384518.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -384520.312500 Penalty: 3946.586182
	Iteration 23Q: 3 clusters Score -384520.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -384522.156250 Penalty: 3946.586182
	Iteration 24Q: 3 clusters Score -384522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -384523.750000 Penalty: 3946.586182
	Iteration 25Q: 3 clusters Score -384523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -384524.093750 Penalty: 3946.586182
	Iteration 26Q: 3 clusters Score -384524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -384524.750000 Penalty: 3946.586182
	Iteration 27Q: 3 clusters Score -384524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -384524.750000 Penalty: 3946.586182
	Iteration 28F: 3 clusters Score -384524.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Entering Unmasked Estep 
Score: -6071962.000000 Penalty: 2642.848633
	Iteration 0F: 2 clusters Score -6071962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -6043283.000000 Penalty: 5285.697266
	Iteration 0F: 3 clusters Score -6043283 nChanged 19486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -6053936.000000 Penalty: 5285.697266
	Iteration 1F: 3 clusters Score -6053936 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -6054438.500000 Penalty: 5285.697266
	Iteration 2Q: 3 clusters Score -6054438 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -6055043.500000 Penalty: 5285.697266
	Iteration 3Q: 3 clusters Score -6055044 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -6055832.000000 Penalty: 5285.697266
	Iteration 4Q: 3 clusters Score -6055832 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -6056803.000000 Penalty: 5285.697266
	Iteration 5Q: 3 clusters Score -6056803 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -6058259.500000 Penalty: 5285.697266
	Iteration 6F: 3 clusters Score -6058260 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -6060292.000000 Penalty: 5285.697266
	Iteration 7F: 3 clusters Score -6060292 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -6062593.000000 Penalty: 5285.697266
	Iteration 8F: 3 clusters Score -6062593 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -6064510.000000 Penalty: 5285.697266
	Iteration 9F: 3 clusters Score -6064510 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -6065849.500000 Penalty: 5285.697266
	Iteration 10Q: 3 clusters Score -6065850 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -6066635.500000 Penalty: 5285.697266
	Iteration 11Q: 3 clusters Score -6066636 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -6067062.000000 Penalty: 5285.697266
	Iteration 12Q: 3 clusters Score -6067062 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -6067393.000000 Penalty: 5285.697266
	Iteration 13Q: 3 clusters Score -6067393 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -6067700.500000 Penalty: 5285.697266
	Iteration 14Q: 3 clusters Score -6067700 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -6067938.000000 Penalty: 5285.697266
	Iteration 15Q: 3 clusters Score -6067938 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -6068097.500000 Penalty: 5285.697266
	Iteration 16Q: 3 clusters Score -6068098 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -6068253.500000 Penalty: 5285.697266
	Iteration 17Q: 3 clusters Score -6068254 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -6068384.500000 Penalty: 5285.697266
	Iteration 18Q: 3 clusters Score -6068384 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -6068545.000000 Penalty: 5285.697266
	Iteration 19Q: 3 clusters Score -6068545 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -6068665.000000 Penalty: 5285.697266
	Iteration 20F: 3 clusters Score -6068665 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -6068790.000000 Penalty: 5285.697266
	Iteration 21Q: 3 clusters Score -6068790 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -6068930.500000 Penalty: 5285.697266
	Iteration 22Q: 3 clusters Score -6068930 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6069014.000000 Penalty: 5285.697266
	Iteration 23Q: 3 clusters Score -6069014 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6069090.000000 Penalty: 5285.697266
	Iteration 24Q: 3 clusters Score -6069090 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6069164.000000 Penalty: 5285.697266
	Iteration 25Q: 3 clusters Score -6069164 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6069216.000000 Penalty: 5285.697266
	Iteration 26Q: 3 clusters Score -6069216 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6069251.500000 Penalty: 5285.697266
	Iteration 27Q: 3 clusters Score -6069252 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6069297.500000 Penalty: 5285.697266
	Iteration 28Q: 3 clusters Score -6069298 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6069350.000000 Penalty: 5285.697266
	Iteration 29Q: 3 clusters Score -6069350 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6069406.500000 Penalty: 5285.697266
	Iteration 30Q: 3 clusters Score -6069406 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6069441.000000 Penalty: 5285.697266
	Iteration 31Q: 3 clusters Score -6069441 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6069475.500000 Penalty: 5285.697266
	Iteration 32Q: 3 clusters Score -6069476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6069509.000000 Penalty: 5285.697266
	Iteration 33Q: 3 clusters Score -6069509 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6069525.000000 Penalty: 5285.697266
	Iteration 34Q: 3 clusters Score -6069525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6069538.500000 Penalty: 5285.697266
	Iteration 35Q: 3 clusters Score -6069538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6069567.000000 Penalty: 5285.697266
	Iteration 36Q: 3 clusters Score -6069567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6069577.000000 Penalty: 5285.697266
	Iteration 37Q: 3 clusters Score -6069577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6069583.000000 Penalty: 5285.697266
	Iteration 38Q: 3 clusters Score -6069583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6069595.000000 Penalty: 5285.697266
	Iteration 39Q: 3 clusters Score -6069595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6069602.000000 Penalty: 5285.697266
	Iteration 40F: 3 clusters Score -6069602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6069618.500000 Penalty: 5285.697266
	Iteration 41Q: 3 clusters Score -6069618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6069620.500000 Penalty: 5285.697266
	Iteration 42Q: 3 clusters Score -6069620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6069630.000000 Penalty: 5285.697266
	Iteration 43Q: 3 clusters Score -6069630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6069638.000000 Penalty: 5285.697266
	Iteration 44Q: 3 clusters Score -6069638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6069645.000000 Penalty: 5285.697266
	Iteration 45Q: 3 clusters Score -6069645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6069646.000000 Penalty: 5285.697266
	Iteration 46Q: 3 clusters Score -6069646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6069643.500000 Penalty: 5285.697266
	Iteration 47Q: 3 clusters Score -6069644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6069648.500000 Penalty: 5285.697266
	Iteration 48Q: 3 clusters Score -6069648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6069646.000000 Penalty: 5285.697266
	Iteration 49Q: 3 clusters Score -6069646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6069659.000000 Penalty: 5285.697266
	Iteration 50Q: 3 clusters Score -6069659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6069654.000000 Penalty: 5285.697266
	Iteration 51Q: 3 clusters Score -6069654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6069648.500000 Penalty: 5285.697266
	Iteration 52Q: 3 clusters Score -6069648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6069650.500000 Penalty: 5285.697266
	Iteration 53Q: 3 clusters Score -6069650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6069652.500000 Penalty: 5285.697266
	Iteration 54Q: 3 clusters Score -6069652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6069647.500000 Penalty: 5285.697266
	Iteration 55Q: 3 clusters Score -6069648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6069649.500000 Penalty: 5285.697266
	Iteration 56Q: 3 clusters Score -6069650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6069657.500000 Penalty: 5285.697266
	Iteration 57Q: 3 clusters Score -6069658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6069655.500000 Penalty: 5285.697266
	Iteration 58Q: 3 clusters Score -6069656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6069655.000000 Penalty: 5285.697266
	Iteration 59Q: 3 clusters Score -6069655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6069655.000000 Penalty: 5285.697266
	Iteration 60F: 3 clusters Score -6069655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -47267.968750 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -47267.97 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 210 members 
Entering Unmasked Estep 
Score: -45910.304688 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -45910.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46024.996094 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -46025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46055.156250 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -46055.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46067.902344 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -46067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46079.886719 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -46079.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46088.175781 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -46088.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46088.175781 Penalty: 2935.771240
	Iteration 6F: 3 clusters Score -46088.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Entering Unmasked Estep 
Score: -1863676.000000 Penalty: 2349.459473
	Iteration 0F: 2 clusters Score -1863676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1853972.125000 Penalty: 4698.918945
	Iteration 0F: 3 clusters Score -1853972 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1856984.000000 Penalty: 4698.918945
	Iteration 1F: 3 clusters Score -1856984 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1857343.375000 Penalty: 4698.918945
	Iteration 2F: 3 clusters Score -1857343 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1857623.125000 Penalty: 4698.918945
	Iteration 3F: 3 clusters Score -1857623 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1857892.250000 Penalty: 4698.918945
	Iteration 4Q: 3 clusters Score -1857892 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1858181.625000 Penalty: 4698.918945
	Iteration 5Q: 3 clusters Score -1858182 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1858474.500000 Penalty: 4698.918945
	Iteration 6Q: 3 clusters Score -1858474 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1858808.250000 Penalty: 4698.918945
	Iteration 7Q: 3 clusters Score -1858808 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1859253.250000 Penalty: 4698.918945
	Iteration 8F: 3 clusters Score -1859253 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1859760.625000 Penalty: 4698.918945
	Iteration 9F: 3 clusters Score -1859761 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1860252.625000 Penalty: 4698.918945
	Iteration 10Q: 3 clusters Score -1860253 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1860707.500000 Penalty: 4698.918945
	Iteration 11Q: 3 clusters Score -1860708 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1861054.375000 Penalty: 4698.918945
	Iteration 12Q: 3 clusters Score -1861054 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1861274.500000 Penalty: 4698.918945
	Iteration 13Q: 3 clusters Score -1861274 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1861421.875000 Penalty: 4698.918945
	Iteration 14Q: 3 clusters Score -1861422 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1861496.750000 Penalty: 4698.918945
	Iteration 15Q: 3 clusters Score -1861497 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1861544.250000 Penalty: 4698.918945
	Iteration 16Q: 3 clusters Score -1861544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1861584.375000 Penalty: 4698.918945
	Iteration 17Q: 3 clusters Score -1861584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1861613.625000 Penalty: 4698.918945
	Iteration 18Q: 3 clusters Score -1861614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1861639.750000 Penalty: 4698.918945
	Iteration 19Q: 3 clusters Score -1861640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1861662.250000 Penalty: 4698.918945
	Iteration 20F: 3 clusters Score -1861662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1861683.125000 Penalty: 4698.918945
	Iteration 21Q: 3 clusters Score -1861683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1861706.250000 Penalty: 4698.918945
	Iteration 22Q: 3 clusters Score -1861706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1861710.375000 Penalty: 4698.918945
	Iteration 23Q: 3 clusters Score -1861710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1861716.750000 Penalty: 4698.918945
	Iteration 24Q: 3 clusters Score -1861717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1861720.125000 Penalty: 4698.918945
	Iteration 25Q: 3 clusters Score -1861720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1861722.500000 Penalty: 4698.918945
	Iteration 26Q: 3 clusters Score -1861722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1861723.500000 Penalty: 4698.918945
	Iteration 27Q: 3 clusters Score -1861724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1861722.750000 Penalty: 4698.918945
	Iteration 28Q: 3 clusters Score -1861723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1861723.625000 Penalty: 4698.918945
	Iteration 29Q: 3 clusters Score -1861724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1861724.125000 Penalty: 4698.918945
	Iteration 30Q: 3 clusters Score -1861724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1861727.500000 Penalty: 4698.918945
	Iteration 31Q: 3 clusters Score -1861728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1861731.125000 Penalty: 4698.918945
	Iteration 32Q: 3 clusters Score -1861731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1861730.375000 Penalty: 4698.918945
	Iteration 33Q: 3 clusters Score -1861730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1861730.875000 Penalty: 4698.918945
	Iteration 34Q: 3 clusters Score -1861731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1861730.750000 Penalty: 4698.918945
	Iteration 35Q: 3 clusters Score -1861731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1861731.250000 Penalty: 4698.918945
	Iteration 36Q: 3 clusters Score -1861731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1861731.250000 Penalty: 4698.918945
	Iteration 37F: 3 clusters Score -1861731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (106876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106876 members 
Entering Unmasked Estep 
Score: -15241969.000000 Penalty: 2871.697266
	Iteration 0F: 2 clusters Score -1.524197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -15172541.000000 Penalty: 5743.394531
	Iteration 0F: 3 clusters Score -1.517254e+07 nChanged 50685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -15201853.000000 Penalty: 5743.394531
	Iteration 1F: 3 clusters Score -1.520185e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -15202869.000000 Penalty: 5743.394531
	Iteration 2Q: 3 clusters Score -1.520287e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -15204322.000000 Penalty: 5743.394531
	Iteration 3Q: 3 clusters Score -1.520432e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -15206559.000000 Penalty: 5743.394531
	Iteration 4Q: 3 clusters Score -1.520656e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -15210057.000000 Penalty: 5743.394531
	Iteration 5F: 3 clusters Score -1.521006e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -15215177.000000 Penalty: 5743.394531
	Iteration 6F: 3 clusters Score -1.521518e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -15221554.000000 Penalty: 5743.394531
	Iteration 7F: 3 clusters Score -1.522155e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 78881 members 
Entering Unmasked Estep 
Score: -15228486.000000 Penalty: 5743.394531
	Iteration 8F: 3 clusters Score -1.522849e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 82938 members 
Entering Unmasked Estep 
Score: -15234871.000000 Penalty: 5743.394531
	Iteration 9F: 3 clusters Score -1.523487e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -15238360.000000 Penalty: 5743.394531
	Iteration 10Q: 3 clusters Score -1.523836e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -15239319.000000 Penalty: 5743.394531
	Iteration 11Q: 3 clusters Score -1.523932e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -15239640.000000 Penalty: 5743.394531
	Iteration 12Q: 3 clusters Score -1.523964e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -15239713.000000 Penalty: 5743.394531
	Iteration 13Q: 3 clusters Score -1.523971e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -15239829.000000 Penalty: 5743.394531
	Iteration 14Q: 3 clusters Score -1.523983e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -15239870.000000 Penalty: 5743.394531
	Iteration 15Q: 3 clusters Score -1.523987e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -15239989.000000 Penalty: 5743.394531
	Iteration 16Q: 3 clusters Score -1.523999e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 90890 members 
Entering Unmasked Estep 
Score: -15240022.000000 Penalty: 5743.394531
	Iteration 17Q: 3 clusters Score -1.524002e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 91559 members 
Entering Unmasked Estep 
Score: -15240122.000000 Penalty: 5743.394531
	Iteration 18Q: 3 clusters Score -1.524012e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
Score: -15240215.000000 Penalty: 5743.394531
	Iteration 19Q: 3 clusters Score -1.524022e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 92834 members 
Entering Unmasked Estep 
Score: -15240304.000000 Penalty: 5743.394531
	Iteration 20F: 3 clusters Score -1.52403e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -15240317.000000 Penalty: 5743.394531
	Iteration 21Q: 3 clusters Score -1.524032e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 94007 members 
Entering Unmasked Estep 
Score: -15240343.000000 Penalty: 5743.394531
	Iteration 22Q: 3 clusters Score -1.524034e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -15240420.000000 Penalty: 5743.394531
	Iteration 23Q: 3 clusters Score -1.524042e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 95129 members 
Entering Unmasked Estep 
Score: -15240476.000000 Penalty: 5743.394531
	Iteration 24Q: 3 clusters Score -1.524048e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -15240457.000000 Penalty: 5743.394531
	Iteration 25Q: 3 clusters Score -1.524046e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 96135 members 
Entering Unmasked Estep 
Score: -15240538.000000 Penalty: 5743.394531
	Iteration 26Q: 3 clusters Score -1.524054e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -15240508.000000 Penalty: 5743.394531
	Iteration 27Q: 3 clusters Score -1.524051e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -15240577.000000 Penalty: 5743.394531
	Iteration 28Q: 3 clusters Score -1.524058e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 97560 members 
Entering Unmasked Estep 
Score: -15240639.000000 Penalty: 5743.394531
	Iteration 29Q: 3 clusters Score -1.524064e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 97972 members 
Entering Unmasked Estep 
Score: -15240652.000000 Penalty: 5743.394531
	Iteration 30Q: 3 clusters Score -1.524065e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
Score: -15240656.000000 Penalty: 5743.394531
	Iteration 31Q: 3 clusters Score -1.524066e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -15240641.000000 Penalty: 5743.394531
	Iteration 32Q: 3 clusters Score -1.524064e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 98971 members 
Entering Unmasked Estep 
Score: -15240653.000000 Penalty: 5743.394531
	Iteration 33Q: 3 clusters Score -1.524065e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 99272 members 
Entering Unmasked Estep 
Score: -15240703.000000 Penalty: 5743.394531
	Iteration 34Q: 3 clusters Score -1.52407e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -15240674.000000 Penalty: 5743.394531
	Iteration 35Q: 3 clusters Score -1.524067e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 99847 members 
Entering Unmasked Estep 
Score: -15240719.000000 Penalty: 5743.394531
	Iteration 36Q: 3 clusters Score -1.524072e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 100115 members 
Entering Unmasked Estep 
Score: -15240723.000000 Penalty: 5743.394531
	Iteration 37Q: 3 clusters Score -1.524072e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 100347 members 
Entering Unmasked Estep 
Score: -15240710.000000 Penalty: 5743.394531
	Iteration 38Q: 3 clusters Score -1.524071e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -15240708.000000 Penalty: 5743.394531
	Iteration 39Q: 3 clusters Score -1.524071e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -15240685.000000 Penalty: 5743.394531
	Iteration 40F: 3 clusters Score -1.524068e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 100953 members 
Entering Unmasked Estep 
Score: -15240652.000000 Penalty: 5743.394531
	Iteration 41Q: 3 clusters Score -1.524065e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -15240655.000000 Penalty: 5743.394531
	Iteration 42Q: 3 clusters Score -1.524066e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -15240656.000000 Penalty: 5743.394531
	Iteration 43Q: 3 clusters Score -1.524066e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 101513 members 
Entering Unmasked Estep 
Score: -15240668.000000 Penalty: 5743.394531
	Iteration 44Q: 3 clusters Score -1.524067e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 101695 members 
Entering Unmasked Estep 
Score: -15240663.000000 Penalty: 5743.394531
	Iteration 45Q: 3 clusters Score -1.524066e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 101862 members 
Entering Unmasked Estep 
Score: -15240647.000000 Penalty: 5743.394531
	Iteration 46Q: 3 clusters Score -1.524065e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 102015 members 
Entering Unmasked Estep 
Score: -15240699.000000 Penalty: 5743.394531
	Iteration 47Q: 3 clusters Score -1.52407e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -15240700.000000 Penalty: 5743.394531
	Iteration 48Q: 3 clusters Score -1.52407e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 102249 members 
Entering Unmasked Estep 
Score: -15240669.000000 Penalty: 5743.394531
	Iteration 49Q: 3 clusters Score -1.524067e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 102346 members 
Entering Unmasked Estep 
Score: -15240689.000000 Penalty: 5743.394531
	Iteration 50Q: 3 clusters Score -1.524069e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -15240708.000000 Penalty: 5743.394531
	Iteration 51Q: 3 clusters Score -1.524071e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -15240705.000000 Penalty: 5743.394531
	Iteration 52Q: 3 clusters Score -1.52407e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -15240702.000000 Penalty: 5743.394531
	Iteration 53Q: 3 clusters Score -1.52407e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 102676 members 
Entering Unmasked Estep 
Score: -15240696.000000 Penalty: 5743.394531
	Iteration 54Q: 3 clusters Score -1.52407e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 102751 members 
Entering Unmasked Estep 
Score: -15240694.000000 Penalty: 5743.394531
	Iteration 55Q: 3 clusters Score -1.524069e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 102824 members 
Entering Unmasked Estep 
Score: -15240665.000000 Penalty: 5743.394531
	Iteration 56Q: 3 clusters Score -1.524066e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 102898 members 
Entering Unmasked Estep 
Score: -15240660.000000 Penalty: 5743.394531
	Iteration 57Q: 3 clusters Score -1.524066e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -15240652.000000 Penalty: 5743.394531
	Iteration 58Q: 3 clusters Score -1.524065e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 103032 members 
Entering Unmasked Estep 
Score: -15240662.000000 Penalty: 5743.394531
	Iteration 59Q: 3 clusters Score -1.524066e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 103082 members 
Entering Unmasked Estep 
Score: -15240655.000000 Penalty: 5743.394531
	Iteration 60F: 3 clusters Score -1.524066e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 103125 members 
Entering Unmasked Estep 
Score: -15240653.000000 Penalty: 5743.394531
	Iteration 61Q: 3 clusters Score -1.524065e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -15240639.000000 Penalty: 5743.394531
	Iteration 62Q: 3 clusters Score -1.524064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 103199 members 
Entering Unmasked Estep 
Score: -15240634.000000 Penalty: 5743.394531
	Iteration 63Q: 3 clusters Score -1.524063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 103219 members 
Entering Unmasked Estep 
Score: -15240646.000000 Penalty: 5743.394531
	Iteration 64Q: 3 clusters Score -1.524065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -15240630.000000 Penalty: 5743.394531
	Iteration 65Q: 3 clusters Score -1.524063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 103243 members 
Entering Unmasked Estep 
Score: -15240628.000000 Penalty: 5743.394531
	Iteration 66Q: 3 clusters Score -1.524063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 103249 members 
Entering Unmasked Estep 
Score: -15240627.000000 Penalty: 5743.394531
	Iteration 67Q: 3 clusters Score -1.524063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 103257 members 
Entering Unmasked Estep 
Score: -15240618.000000 Penalty: 5743.394531
	Iteration 68Q: 3 clusters Score -1.524062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -15240625.000000 Penalty: 5743.394531
	Iteration 69Q: 3 clusters Score -1.524062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 103271 members 
Entering Unmasked Estep 
Score: -15240613.000000 Penalty: 5743.394531
	Iteration 70Q: 3 clusters Score -1.524061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -15240623.000000 Penalty: 5743.394531
	Iteration 71Q: 3 clusters Score -1.524062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 103285 members 
Entering Unmasked Estep 
Score: -15240627.000000 Penalty: 5743.394531
	Iteration 72Q: 3 clusters Score -1.524063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 103290 members 
Entering Unmasked Estep 
Score: -15240628.000000 Penalty: 5743.394531
	Iteration 73Q: 3 clusters Score -1.524063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 103294 members 
Entering Unmasked Estep 
Score: -15240624.000000 Penalty: 5743.394531
	Iteration 74Q: 3 clusters Score -1.524062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 103298 members 
Entering Unmasked Estep 
Score: -15240623.000000 Penalty: 5743.394531
	Iteration 75Q: 3 clusters Score -1.524062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 103301 members 
Entering Unmasked Estep 
Score: -15240627.000000 Penalty: 5743.394531
	Iteration 76Q: 3 clusters Score -1.524063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 103302 members 
Entering Unmasked Estep 
Score: -15240623.000000 Penalty: 5743.394531
	Iteration 77Q: 3 clusters Score -1.524062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 103304 members 
Entering Unmasked Estep 
Score: -15240623.000000 Penalty: 5743.394531
	Iteration 78Q: 3 clusters Score -1.524062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 103306 members 
Entering Unmasked Estep 
Score: -15240624.000000 Penalty: 5743.394531
	Iteration 79Q: 3 clusters Score -1.524062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 103311 members 
Entering Unmasked Estep 
Score: -15240621.000000 Penalty: 5743.394531
	Iteration 80F: 3 clusters Score -1.524062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 103318 members 
Entering Unmasked Estep 
Score: -15240632.000000 Penalty: 5743.394531
	Iteration 81Q: 3 clusters Score -1.524063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 103326 members 
Entering Unmasked Estep 
Score: -15240623.000000 Penalty: 5743.394531
	Iteration 82Q: 3 clusters Score -1.524062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -15240634.000000 Penalty: 5743.394531
	Iteration 83Q: 3 clusters Score -1.524063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 103342 members 
Entering Unmasked Estep 
Score: -15240628.000000 Penalty: 5743.394531
	Iteration 84Q: 3 clusters Score -1.524063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 103351 members 
Entering Unmasked Estep 
Score: -15240620.000000 Penalty: 5743.394531
	Iteration 85Q: 3 clusters Score -1.524062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 103363 members 
Entering Unmasked Estep 
Score: -15240628.000000 Penalty: 5743.394531
	Iteration 86Q: 3 clusters Score -1.524063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 103377 members 
Entering Unmasked Estep 
Score: -15240625.000000 Penalty: 5743.394531
	Iteration 87Q: 3 clusters Score -1.524062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -15240636.000000 Penalty: 5743.394531
	Iteration 88Q: 3 clusters Score -1.524064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -15240647.000000 Penalty: 5743.394531
	Iteration 89Q: 3 clusters Score -1.524065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 103418 members 
Entering Unmasked Estep 
Score: -15240633.000000 Penalty: 5743.394531
	Iteration 90Q: 3 clusters Score -1.524063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -15240633.000000 Penalty: 5743.394531
	Iteration 91Q: 3 clusters Score -1.524063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -15240631.000000 Penalty: 5743.394531
	Iteration 92Q: 3 clusters Score -1.524063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 103450 members 
Entering Unmasked Estep 
Score: -15240624.000000 Penalty: 5743.394531
	Iteration 93Q: 3 clusters Score -1.524062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -15240613.000000 Penalty: 5743.394531
	Iteration 94Q: 3 clusters Score -1.524061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -15240613.000000 Penalty: 5743.394531
	Iteration 95Q: 3 clusters Score -1.524061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 103493 members 
Entering Unmasked Estep 
Score: -15240607.000000 Penalty: 5743.394531
	Iteration 96Q: 3 clusters Score -1.524061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -15240598.000000 Penalty: 5743.394531
	Iteration 97Q: 3 clusters Score -1.52406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -15240607.000000 Penalty: 5743.394531
	Iteration 98Q: 3 clusters Score -1.524061e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -15240601.000000 Penalty: 5743.394531
	Iteration 99Q: 3 clusters Score -1.52406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 103573 members 
Entering Unmasked Estep 
Score: -15240610.000000 Penalty: 5743.394531
	Iteration 100F: 3 clusters Score -1.524061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 103590 members 
Entering Unmasked Estep 
Score: -15240603.000000 Penalty: 5743.394531
	Iteration 101Q: 3 clusters Score -1.52406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -15240612.000000 Penalty: 5743.394531
	Iteration 102Q: 3 clusters Score -1.524061e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -15240596.000000 Penalty: 5743.394531
	Iteration 103Q: 3 clusters Score -1.52406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -15240622.000000 Penalty: 5743.394531
	Iteration 104Q: 3 clusters Score -1.524062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 103659 members 
Entering Unmasked Estep 
Score: -15240627.000000 Penalty: 5743.394531
	Iteration 105Q: 3 clusters Score -1.524063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -15240620.000000 Penalty: 5743.394531
	Iteration 106Q: 3 clusters Score -1.524062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 103684 members 
Entering Unmasked Estep 
Score: -15240638.000000 Penalty: 5743.394531
	Iteration 107Q: 3 clusters Score -1.524064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 103691 members 
Entering Unmasked Estep 
Score: -15240633.000000 Penalty: 5743.394531
	Iteration 108Q: 3 clusters Score -1.524063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 103700 members 
Entering Unmasked Estep 
Score: -15240623.000000 Penalty: 5743.394531
	Iteration 109Q: 3 clusters Score -1.524062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 103711 members 
Entering Unmasked Estep 
Score: -15240623.000000 Penalty: 5743.394531
	Iteration 110Q: 3 clusters Score -1.524062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -15240610.000000 Penalty: 5743.394531
	Iteration 111Q: 3 clusters Score -1.524061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 103728 members 
Entering Unmasked Estep 
Score: -15240608.000000 Penalty: 5743.394531
	Iteration 112Q: 3 clusters Score -1.524061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 103736 members 
Entering Unmasked Estep 
Score: -15240611.000000 Penalty: 5743.394531
	Iteration 113Q: 3 clusters Score -1.524061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 103744 members 
Entering Unmasked Estep 
Score: -15240608.000000 Penalty: 5743.394531
	Iteration 114Q: 3 clusters Score -1.524061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 103750 members 
Entering Unmasked Estep 
Score: -15240604.000000 Penalty: 5743.394531
	Iteration 115Q: 3 clusters Score -1.52406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
Score: -15240619.000000 Penalty: 5743.394531
	Iteration 116Q: 3 clusters Score -1.524062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 103766 members 
Entering Unmasked Estep 
Score: -15240628.000000 Penalty: 5743.394531
	Iteration 117Q: 3 clusters Score -1.524063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -15240624.000000 Penalty: 5743.394531
	Iteration 118Q: 3 clusters Score -1.524062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 103780 members 
Entering Unmasked Estep 
Score: -15240620.000000 Penalty: 5743.394531
	Iteration 119Q: 3 clusters Score -1.524062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 103784 members 
Entering Unmasked Estep 
Score: -15240622.000000 Penalty: 5743.394531
	Iteration 120F: 3 clusters Score -1.524062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 103787 members 
Entering Unmasked Estep 
Score: -15240622.000000 Penalty: 5743.394531
	Iteration 121Q: 3 clusters Score -1.524062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -15240627.000000 Penalty: 5743.394531
	Iteration 122Q: 3 clusters Score -1.524063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -15240614.000000 Penalty: 5743.394531
	Iteration 123Q: 3 clusters Score -1.524061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -15240616.000000 Penalty: 5743.394531
	Iteration 124Q: 3 clusters Score -1.524062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -15240613.000000 Penalty: 5743.394531
	Iteration 125Q: 3 clusters Score -1.524061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 103797 members 
Entering Unmasked Estep 
Score: -15240616.000000 Penalty: 5743.394531
	Iteration 126Q: 3 clusters Score -1.524062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -15240615.000000 Penalty: 5743.394531
	Iteration 127Q: 3 clusters Score -1.524062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 103801 members 
Entering Unmasked Estep 
Score: -15240622.000000 Penalty: 5743.394531
	Iteration 128Q: 3 clusters Score -1.524062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 103806 members 
Entering Unmasked Estep 
Score: -15240601.000000 Penalty: 5743.394531
	Iteration 129Q: 3 clusters Score -1.52406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 103813 members 
Entering Unmasked Estep 
Score: -15240611.000000 Penalty: 5743.394531
	Iteration 130Q: 3 clusters Score -1.524061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 103819 members 
Entering Unmasked Estep 
Score: -15240612.000000 Penalty: 5743.394531
	Iteration 131Q: 3 clusters Score -1.524061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -15240614.000000 Penalty: 5743.394531
	Iteration 132Q: 3 clusters Score -1.524061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 103823 members 
Entering Unmasked Estep 
Score: -15240606.000000 Penalty: 5743.394531
	Iteration 133Q: 3 clusters Score -1.524061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 103825 members 
Entering Unmasked Estep 
Score: -15240608.000000 Penalty: 5743.394531
	Iteration 134Q: 3 clusters Score -1.524061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 103825 members 
Entering Unmasked Estep 
Score: -15240608.000000 Penalty: 5743.394531
	Iteration 135F: 3 clusters Score -1.524061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Entering Unmasked Estep 
Score: -4702844.000000 Penalty: 2579.406738
	Iteration 0F: 2 clusters Score -4702844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4680352.500000 Penalty: 5158.813477
	Iteration 0F: 3 clusters Score -4680352 nChanged 14936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -4688372.500000 Penalty: 5158.813477
	Iteration 1F: 3 clusters Score -4688372 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4688808.000000 Penalty: 5158.813477
	Iteration 2Q: 3 clusters Score -4688808 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4689219.000000 Penalty: 5158.813477
	Iteration 3Q: 3 clusters Score -4689219 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -4689674.000000 Penalty: 5158.813477
	Iteration 4Q: 3 clusters Score -4689674 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -4690177.000000 Penalty: 5158.813477
	Iteration 5Q: 3 clusters Score -4690177 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -4690850.500000 Penalty: 5158.813477
	Iteration 6Q: 3 clusters Score -4690850 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -4691835.500000 Penalty: 5158.813477
	Iteration 7F: 3 clusters Score -4691836 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -4693264.000000 Penalty: 5158.813477
	Iteration 8F: 3 clusters Score -4693264 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4695124.500000 Penalty: 5158.813477
	Iteration 9F: 3 clusters Score -4695124 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -4697214.000000 Penalty: 5158.813477
	Iteration 10F: 3 clusters Score -4697214 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4698846.500000 Penalty: 5158.813477
	Iteration 11F: 3 clusters Score -4698846 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -4699815.000000 Penalty: 5158.813477
	Iteration 12Q: 3 clusters Score -4699815 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4700270.000000 Penalty: 5158.813477
	Iteration 13Q: 3 clusters Score -4700270 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4700440.000000 Penalty: 5158.813477
	Iteration 14Q: 3 clusters Score -4700440 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4700543.500000 Penalty: 5158.813477
	Iteration 15Q: 3 clusters Score -4700544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4700583.000000 Penalty: 5158.813477
	Iteration 16Q: 3 clusters Score -4700583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4700590.500000 Penalty: 5158.813477
	Iteration 17Q: 3 clusters Score -4700590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -4700592.500000 Penalty: 5158.813477
	Iteration 18Q: 3 clusters Score -4700592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4700600.500000 Penalty: 5158.813477
	Iteration 19Q: 3 clusters Score -4700600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -4700618.500000 Penalty: 5158.813477
	Iteration 20F: 3 clusters Score -4700618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4700628.500000 Penalty: 5158.813477
	Iteration 21Q: 3 clusters Score -4700628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4700628.500000 Penalty: 5158.813477
	Iteration 22F: 3 clusters Score -4700628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Entering Unmasked Estep 
Score: -5782848.000000 Penalty: 2639.876465
	Iteration 0F: 2 clusters Score -5782848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5754302.500000 Penalty: 5279.752930
	Iteration 0F: 3 clusters Score -5754302 nChanged 19374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -5764879.500000 Penalty: 5279.752930
	Iteration 1F: 3 clusters Score -5764880 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -5765325.000000 Penalty: 5279.752930
	Iteration 2Q: 3 clusters Score -5765325 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -5765814.000000 Penalty: 5279.752930
	Iteration 3Q: 3 clusters Score -5765814 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -5766338.500000 Penalty: 5279.752930
	Iteration 4Q: 3 clusters Score -5766338 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -5767008.500000 Penalty: 5279.752930
	Iteration 5Q: 3 clusters Score -5767008 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -5768166.500000 Penalty: 5279.752930
	Iteration 6F: 3 clusters Score -5768166 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -5769986.500000 Penalty: 5279.752930
	Iteration 7F: 3 clusters Score -5769986 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -5772647.000000 Penalty: 5279.752930
	Iteration 8F: 3 clusters Score -5772647 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -5775863.000000 Penalty: 5279.752930
	Iteration 9F: 3 clusters Score -5775863 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5778419.000000 Penalty: 5279.752930
	Iteration 10F: 3 clusters Score -5778419 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5779709.000000 Penalty: 5279.752930
	Iteration 11Q: 3 clusters Score -5779709 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5780186.500000 Penalty: 5279.752930
	Iteration 12Q: 3 clusters Score -5780186 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5780360.000000 Penalty: 5279.752930
	Iteration 13Q: 3 clusters Score -5780360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5780454.000000 Penalty: 5279.752930
	Iteration 14Q: 3 clusters Score -5780454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5780486.000000 Penalty: 5279.752930
	Iteration 15Q: 3 clusters Score -5780486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5780493.500000 Penalty: 5279.752930
	Iteration 16Q: 3 clusters Score -5780494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5780508.500000 Penalty: 5279.752930
	Iteration 17Q: 3 clusters Score -5780508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5780510.500000 Penalty: 5279.752930
	Iteration 18Q: 3 clusters Score -5780510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5780518.500000 Penalty: 5279.752930
	Iteration 19Q: 3 clusters Score -5780518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5780514.500000 Penalty: 5279.752930
	Iteration 20F: 3 clusters Score -5780514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -77802.765625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -77802.77 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 305 members 
Entering Unmasked Estep 
Score: -76118.539062 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -76118.54 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76363.656250 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -76363.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76437.015625 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -76437.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76464.773438 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -76464.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76477.054688 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -76477.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76482.632812 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -76482.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76493.867188 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -76493.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76509.203125 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -76509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76512.390625 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -76512.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76518.625000 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -76518.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76521.757812 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -76521.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76525.531250 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -76525.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76529.796875 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -76529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76532.937500 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -76532.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76535.617188 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -76535.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76537.453125 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -76537.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76542.007812 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -76542.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76542.007812 Penalty: 3193.125000
	Iteration 17F: 3 clusters Score -76542.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -31252.373047 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -31252.37 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 128 members 
Entering Unmasked Estep 
Score: -30062.066406 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -30062.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30159.533203 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -30159.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30170.933594 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -30170.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30170.933594 Penalty: 2765.670898
	Iteration 3F: 3 clusters Score -30170.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83097 members 
Mstep: Class 4 contains 161906 members 
Mstep: Class 5 contains 60666 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 36287 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113276 members 
Mstep: Class 11 contains 110294 members 
Mstep: Class 12 contains 42146 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158862 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26360 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 42474 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13012 members 
Mstep: Class 21 contains 106876 members 
Mstep: Class 22 contains 32887 members 
Mstep: Class 23 contains 41968 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068064.000000 Penalty: 86006.992188
Iteration 199Q: 26 clusters Score -1.470681e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83103 members 
Mstep: Class 4 contains 161895 members 
Mstep: Class 5 contains 60649 members 
Mstep: Class 6 contains 12830 members 
Mstep: Class 7 contains 36286 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113291 members 
Mstep: Class 11 contains 110236 members 
Mstep: Class 12 contains 42151 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 158868 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26361 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 42471 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13015 members 
Mstep: Class 21 contains 106903 members 
Mstep: Class 22 contains 32885 members 
Mstep: Class 23 contains 41978 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068096.000000 Penalty: 86006.992188
Iteration 200F: 26 clusters Score -1.470681e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83112 members 
Mstep: Class 4 contains 161913 members 
Mstep: Class 5 contains 60641 members 
Mstep: Class 6 contains 12852 members 
Mstep: Class 7 contains 36295 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113299 members 
Mstep: Class 11 contains 110180 members 
Mstep: Class 12 contains 42150 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158858 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26365 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 42470 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13017 members 
Mstep: Class 21 contains 106912 members 
Mstep: Class 22 contains 32878 members 
Mstep: Class 23 contains 41984 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147067952.000000 Penalty: 86006.992188
Iteration 201Q: 26 clusters Score -1.47068e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83121 members 
Mstep: Class 4 contains 161919 members 
Mstep: Class 5 contains 60646 members 
Mstep: Class 6 contains 12872 members 
Mstep: Class 7 contains 36289 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113303 members 
Mstep: Class 11 contains 110162 members 
Mstep: Class 12 contains 42151 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158855 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26366 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 42463 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13019 members 
Mstep: Class 21 contains 106901 members 
Mstep: Class 22 contains 32875 members 
Mstep: Class 23 contains 41987 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147067952.000000 Penalty: 86006.992188
Iteration 202Q: 26 clusters Score -1.47068e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83128 members 
Mstep: Class 4 contains 161929 members 
Mstep: Class 5 contains 60641 members 
Mstep: Class 6 contains 12880 members 
Mstep: Class 7 contains 36286 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113302 members 
Mstep: Class 11 contains 110146 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158861 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26365 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 42460 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13022 members 
Mstep: Class 21 contains 106899 members 
Mstep: Class 22 contains 32871 members 
Mstep: Class 23 contains 41987 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068032.000000 Penalty: 86006.992188
Iteration 203Q: 26 clusters Score -1.47068e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83135 members 
Mstep: Class 4 contains 161927 members 
Mstep: Class 5 contains 60638 members 
Mstep: Class 6 contains 12889 members 
Mstep: Class 7 contains 36283 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113303 members 
Mstep: Class 11 contains 110141 members 
Mstep: Class 12 contains 42153 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158868 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26366 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 42458 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13023 members 
Mstep: Class 21 contains 106889 members 
Mstep: Class 22 contains 32870 members 
Mstep: Class 23 contains 41987 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068256.000000 Penalty: 86006.992188
Iteration 204Q: 26 clusters Score -1.470683e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83147 members 
Mstep: Class 4 contains 161936 members 
Mstep: Class 5 contains 60640 members 
Mstep: Class 6 contains 12897 members 
Mstep: Class 7 contains 36277 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113297 members 
Mstep: Class 11 contains 110125 members 
Mstep: Class 12 contains 42157 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158863 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26377 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 42454 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13027 members 
Mstep: Class 21 contains 106875 members 
Mstep: Class 22 contains 32870 members 
Mstep: Class 23 contains 41988 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068256.000000 Penalty: 86006.992188
Iteration 205Q: 26 clusters Score -1.470683e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83147 members 
Mstep: Class 4 contains 161948 members 
Mstep: Class 5 contains 60639 members 
Mstep: Class 6 contains 12903 members 
Mstep: Class 7 contains 36273 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113302 members 
Mstep: Class 11 contains 110133 members 
Mstep: Class 12 contains 42164 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158857 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26382 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 42451 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 106846 members 
Mstep: Class 22 contains 32866 members 
Mstep: Class 23 contains 41989 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068096.000000 Penalty: 86006.992188
Iteration 206Q: 26 clusters Score -1.470681e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83153 members 
Mstep: Class 4 contains 161953 members 
Mstep: Class 5 contains 60633 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 36274 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113316 members 
Mstep: Class 11 contains 110125 members 
Mstep: Class 12 contains 42158 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158849 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26385 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 42453 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 106829 members 
Mstep: Class 22 contains 32864 members 
Mstep: Class 23 contains 41988 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068368.000000 Penalty: 86006.992188
Iteration 207Q: 26 clusters Score -1.470684e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83167 members 
Mstep: Class 4 contains 161955 members 
Mstep: Class 5 contains 60629 members 
Mstep: Class 6 contains 12944 members 
Mstep: Class 7 contains 36275 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113330 members 
Mstep: Class 11 contains 110121 members 
Mstep: Class 12 contains 42157 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158838 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26390 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 42448 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13028 members 
Mstep: Class 21 contains 106800 members 
Mstep: Class 22 contains 32859 members 
Mstep: Class 23 contains 41992 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068288.000000 Penalty: 86006.992188
Iteration 208Q: 26 clusters Score -1.470683e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83172 members 
Mstep: Class 4 contains 161947 members 
Mstep: Class 5 contains 60628 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 36280 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113339 members 
Mstep: Class 11 contains 110127 members 
Mstep: Class 12 contains 42157 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158843 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26395 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 42446 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13025 members 
Mstep: Class 21 contains 106769 members 
Mstep: Class 22 contains 32855 members 
Mstep: Class 23 contains 41997 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068464.000000 Penalty: 86006.992188
Iteration 209Q: 26 clusters Score -1.470685e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83174 members 
Mstep: Class 4 contains 161938 members 
Mstep: Class 5 contains 60626 members 
Mstep: Class 6 contains 12938 members 
Mstep: Class 7 contains 36279 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113340 members 
Mstep: Class 11 contains 110155 members 
Mstep: Class 12 contains 42165 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158849 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26396 members 
Mstep: Class 17 contains 2860 members 
Mstep: Class 18 contains 42443 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13028 members 
Mstep: Class 21 contains 106743 members 
Mstep: Class 22 contains 32851 members 
Mstep: Class 23 contains 42003 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068336.000000 Penalty: 86006.992188
Iteration 210Q: 26 clusters Score -1.470683e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 83182 members 
Mstep: Class 4 contains 161943 members 
Mstep: Class 5 contains 60619 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 36273 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113344 members 
Mstep: Class 11 contains 110158 members 
Mstep: Class 12 contains 42169 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158863 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26394 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42446 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 106725 members 
Mstep: Class 22 contains 32848 members 
Mstep: Class 23 contains 42003 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068384.000000 Penalty: 86006.992188
Iteration 211Q: 26 clusters Score -1.470684e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 83188 members 
Mstep: Class 4 contains 161940 members 
Mstep: Class 5 contains 60621 members 
Mstep: Class 6 contains 12911 members 
Mstep: Class 7 contains 36273 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113336 members 
Mstep: Class 11 contains 110177 members 
Mstep: Class 12 contains 42166 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158880 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26392 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42443 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 106708 members 
Mstep: Class 22 contains 32847 members 
Mstep: Class 23 contains 42008 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068368.000000 Penalty: 86006.992188
Iteration 212Q: 26 clusters Score -1.470684e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 83196 members 
Mstep: Class 4 contains 161925 members 
Mstep: Class 5 contains 60614 members 
Mstep: Class 6 contains 12903 members 
Mstep: Class 7 contains 36272 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113328 members 
Mstep: Class 11 contains 110217 members 
Mstep: Class 12 contains 42165 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158900 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26397 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42446 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 106670 members 
Mstep: Class 22 contains 32844 members 
Mstep: Class 23 contains 42013 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068256.000000 Penalty: 86006.992188
Iteration 213Q: 26 clusters Score -1.470683e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 83201 members 
Mstep: Class 4 contains 161914 members 
Mstep: Class 5 contains 60602 members 
Mstep: Class 6 contains 12903 members 
Mstep: Class 7 contains 36277 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113320 members 
Mstep: Class 11 contains 110238 members 
Mstep: Class 12 contains 42163 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158929 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26398 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42443 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 106639 members 
Mstep: Class 22 contains 32848 members 
Mstep: Class 23 contains 42019 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068272.000000 Penalty: 86006.992188
Iteration 214Q: 26 clusters Score -1.470683e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 83205 members 
Mstep: Class 4 contains 161914 members 
Mstep: Class 5 contains 60597 members 
Mstep: Class 6 contains 12891 members 
Mstep: Class 7 contains 36280 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113315 members 
Mstep: Class 11 contains 110278 members 
Mstep: Class 12 contains 42164 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158934 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26399 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42435 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 106609 members 
Mstep: Class 22 contains 32852 members 
Mstep: Class 23 contains 42023 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068288.000000 Penalty: 86006.992188
Iteration 215Q: 26 clusters Score -1.470683e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 83204 members 
Mstep: Class 4 contains 161906 members 
Mstep: Class 5 contains 60594 members 
Mstep: Class 6 contains 12883 members 
Mstep: Class 7 contains 36283 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113312 members 
Mstep: Class 11 contains 110303 members 
Mstep: Class 12 contains 42165 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158945 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26405 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42435 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 106583 members 
Mstep: Class 22 contains 32853 members 
Mstep: Class 23 contains 42030 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068352.000000 Penalty: 86006.992188
Iteration 216Q: 26 clusters Score -1.470684e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 83203 members 
Mstep: Class 4 contains 161886 members 
Mstep: Class 5 contains 60599 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 36280 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113310 members 
Mstep: Class 11 contains 110342 members 
Mstep: Class 12 contains 42169 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158958 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26406 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42435 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 106540 members 
Mstep: Class 22 contains 32852 members 
Mstep: Class 23 contains 42042 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068432.000000 Penalty: 86006.992188
Iteration 217Q: 26 clusters Score -1.470684e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 83206 members 
Mstep: Class 4 contains 161880 members 
Mstep: Class 5 contains 60598 members 
Mstep: Class 6 contains 12868 members 
Mstep: Class 7 contains 36280 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113311 members 
Mstep: Class 11 contains 110375 members 
Mstep: Class 12 contains 42178 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158963 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26411 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42425 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 106505 members 
Mstep: Class 22 contains 32854 members 
Mstep: Class 23 contains 42049 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068528.000000 Penalty: 86006.992188
Iteration 218Q: 26 clusters Score -1.470685e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 83224 members 
Mstep: Class 4 contains 161882 members 
Mstep: Class 5 contains 60596 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 36275 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113309 members 
Mstep: Class 11 contains 110413 members 
Mstep: Class 12 contains 42179 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158968 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26415 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42413 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 106459 members 
Mstep: Class 22 contains 32855 members 
Mstep: Class 23 contains 42057 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068512.000000 Penalty: 86006.992188
Iteration 219Q: 26 clusters Score -1.470685e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 83242 members 
Mstep: Class 4 contains 161886 members 
Mstep: Class 5 contains 60583 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 36274 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113305 members 
Mstep: Class 11 contains 110443 members 
Mstep: Class 12 contains 42179 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158958 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26417 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42411 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 106419 members 
Mstep: Class 22 contains 32854 members 
Mstep: Class 23 contains 42063 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068544.000000 Penalty: 86006.992188
Iteration 220F: 26 clusters Score -1.470685e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 83251 members 
Mstep: Class 4 contains 161885 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12870 members 
Mstep: Class 7 contains 36274 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113298 members 
Mstep: Class 11 contains 110473 members 
Mstep: Class 12 contains 42181 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158969 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26414 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42412 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 106374 members 
Mstep: Class 22 contains 32857 members 
Mstep: Class 23 contains 42066 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068528.000000 Penalty: 86006.992188
Iteration 221Q: 26 clusters Score -1.470685e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83265 members 
Mstep: Class 4 contains 161887 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12871 members 
Mstep: Class 7 contains 36279 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113298 members 
Mstep: Class 11 contains 110488 members 
Mstep: Class 12 contains 42186 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 158989 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26411 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42411 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 106328 members 
Mstep: Class 22 contains 32850 members 
Mstep: Class 23 contains 42065 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068432.000000 Penalty: 86006.992188
Iteration 222Q: 26 clusters Score -1.470684e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83269 members 
Mstep: Class 4 contains 161893 members 
Mstep: Class 5 contains 60581 members 
Mstep: Class 6 contains 12878 members 
Mstep: Class 7 contains 36282 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113293 members 
Mstep: Class 11 contains 110508 members 
Mstep: Class 12 contains 42184 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159006 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26412 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42410 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 106285 members 
Mstep: Class 22 contains 32849 members 
Mstep: Class 23 contains 42063 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068400.000000 Penalty: 86006.992188
Iteration 223Q: 26 clusters Score -1.470684e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83270 members 
Mstep: Class 4 contains 161900 members 
Mstep: Class 5 contains 60578 members 
Mstep: Class 6 contains 12871 members 
Mstep: Class 7 contains 36286 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113283 members 
Mstep: Class 11 contains 110513 members 
Mstep: Class 12 contains 42182 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159029 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26417 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42415 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 106257 members 
Mstep: Class 22 contains 32846 members 
Mstep: Class 23 contains 42061 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068336.000000 Penalty: 86006.992188
Iteration 224Q: 26 clusters Score -1.470683e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83275 members 
Mstep: Class 4 contains 161910 members 
Mstep: Class 5 contains 60571 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 36284 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113275 members 
Mstep: Class 11 contains 110528 members 
Mstep: Class 12 contains 42184 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159031 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26418 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42418 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13040 members 
Mstep: Class 21 contains 106229 members 
Mstep: Class 22 contains 32846 members 
Mstep: Class 23 contains 42060 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068544.000000 Penalty: 86006.992188
Iteration 225Q: 26 clusters Score -1.470685e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83279 members 
Mstep: Class 4 contains 161907 members 
Mstep: Class 5 contains 60571 members 
Mstep: Class 6 contains 12881 members 
Mstep: Class 7 contains 36278 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113265 members 
Mstep: Class 11 contains 110548 members 
Mstep: Class 12 contains 42197 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159034 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26417 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42413 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13044 members 
Mstep: Class 21 contains 106203 members 
Mstep: Class 22 contains 32844 members 
Mstep: Class 23 contains 42061 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068528.000000 Penalty: 86006.992188
Iteration 226Q: 26 clusters Score -1.470685e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83280 members 
Mstep: Class 4 contains 161921 members 
Mstep: Class 5 contains 60570 members 
Mstep: Class 6 contains 12885 members 
Mstep: Class 7 contains 36268 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113250 members 
Mstep: Class 11 contains 110571 members 
Mstep: Class 12 contains 42209 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159032 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26419 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42412 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13044 members 
Mstep: Class 21 contains 106177 members 
Mstep: Class 22 contains 32844 members 
Mstep: Class 23 contains 42060 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068608.000000 Penalty: 86006.992188
Iteration 227Q: 26 clusters Score -1.470686e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83290 members 
Mstep: Class 4 contains 161945 members 
Mstep: Class 5 contains 60565 members 
Mstep: Class 6 contains 12889 members 
Mstep: Class 7 contains 36262 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113237 members 
Mstep: Class 11 contains 110590 members 
Mstep: Class 12 contains 42217 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159035 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42406 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13043 members 
Mstep: Class 21 contains 106140 members 
Mstep: Class 22 contains 32845 members 
Mstep: Class 23 contains 42059 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 228Q: 26 clusters Score -1.470688e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83299 members 
Mstep: Class 4 contains 161949 members 
Mstep: Class 5 contains 60571 members 
Mstep: Class 6 contains 12898 members 
Mstep: Class 7 contains 36262 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113224 members 
Mstep: Class 11 contains 110601 members 
Mstep: Class 12 contains 42219 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159053 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26422 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42396 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13040 members 
Mstep: Class 21 contains 106106 members 
Mstep: Class 22 contains 32844 members 
Mstep: Class 23 contains 42061 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068640.000000 Penalty: 86006.992188
Iteration 229Q: 26 clusters Score -1.470686e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83310 members 
Mstep: Class 4 contains 161946 members 
Mstep: Class 5 contains 60574 members 
Mstep: Class 6 contains 12890 members 
Mstep: Class 7 contains 36256 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113218 members 
Mstep: Class 11 contains 110628 members 
Mstep: Class 12 contains 42224 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159074 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26421 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42386 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 106087 members 
Mstep: Class 22 contains 32841 members 
Mstep: Class 23 contains 42057 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068496.000000 Penalty: 86006.992188
Iteration 230Q: 26 clusters Score -1.470685e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83321 members 
Mstep: Class 4 contains 161949 members 
Mstep: Class 5 contains 60573 members 
Mstep: Class 6 contains 12901 members 
Mstep: Class 7 contains 36250 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113210 members 
Mstep: Class 11 contains 110639 members 
Mstep: Class 12 contains 42226 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159084 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26417 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42383 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 106066 members 
Mstep: Class 22 contains 32838 members 
Mstep: Class 23 contains 42055 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068448.000000 Penalty: 86006.992188
Iteration 231Q: 26 clusters Score -1.470684e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83322 members 
Mstep: Class 4 contains 161947 members 
Mstep: Class 5 contains 60565 members 
Mstep: Class 6 contains 12912 members 
Mstep: Class 7 contains 36246 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113202 members 
Mstep: Class 11 contains 110661 members 
Mstep: Class 12 contains 42229 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159102 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26417 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42382 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 106034 members 
Mstep: Class 22 contains 32838 members 
Mstep: Class 23 contains 42055 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068384.000000 Penalty: 86006.992188
Iteration 232Q: 26 clusters Score -1.470684e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83330 members 
Mstep: Class 4 contains 161945 members 
Mstep: Class 5 contains 60561 members 
Mstep: Class 6 contains 12911 members 
Mstep: Class 7 contains 36245 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113188 members 
Mstep: Class 11 contains 110690 members 
Mstep: Class 12 contains 42228 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159117 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26419 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42386 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 106001 members 
Mstep: Class 22 contains 32837 members 
Mstep: Class 23 contains 42058 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068288.000000 Penalty: 86006.992188
Iteration 233Q: 26 clusters Score -1.470683e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83334 members 
Mstep: Class 4 contains 161948 members 
Mstep: Class 5 contains 60561 members 
Mstep: Class 6 contains 12929 members 
Mstep: Class 7 contains 36237 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113170 members 
Mstep: Class 11 contains 110720 members 
Mstep: Class 12 contains 42228 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159131 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26419 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42387 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 105960 members 
Mstep: Class 22 contains 32836 members 
Mstep: Class 23 contains 42059 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068496.000000 Penalty: 86006.992188
Iteration 234Q: 26 clusters Score -1.470685e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83343 members 
Mstep: Class 4 contains 161961 members 
Mstep: Class 5 contains 60559 members 
Mstep: Class 6 contains 12942 members 
Mstep: Class 7 contains 36233 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113149 members 
Mstep: Class 11 contains 110745 members 
Mstep: Class 12 contains 42231 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159135 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26418 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42390 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 105920 members 
Mstep: Class 22 contains 32837 members 
Mstep: Class 23 contains 42058 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068496.000000 Penalty: 86006.992188
Iteration 235Q: 26 clusters Score -1.470685e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83350 members 
Mstep: Class 4 contains 161970 members 
Mstep: Class 5 contains 60559 members 
Mstep: Class 6 contains 12936 members 
Mstep: Class 7 contains 36232 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113128 members 
Mstep: Class 11 contains 110776 members 
Mstep: Class 12 contains 42235 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159139 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26419 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42392 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 105893 members 
Mstep: Class 22 contains 32839 members 
Mstep: Class 23 contains 42057 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068576.000000 Penalty: 86006.992188
Iteration 236Q: 26 clusters Score -1.470686e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83352 members 
Mstep: Class 4 contains 161971 members 
Mstep: Class 5 contains 60557 members 
Mstep: Class 6 contains 12929 members 
Mstep: Class 7 contains 36231 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113111 members 
Mstep: Class 11 contains 110817 members 
Mstep: Class 12 contains 42232 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159162 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26419 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42393 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 105860 members 
Mstep: Class 22 contains 32836 members 
Mstep: Class 23 contains 42056 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068720.000000 Penalty: 86006.992188
Iteration 237Q: 26 clusters Score -1.470687e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83355 members 
Mstep: Class 4 contains 161971 members 
Mstep: Class 5 contains 60558 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 36230 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113096 members 
Mstep: Class 11 contains 110842 members 
Mstep: Class 12 contains 42234 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159170 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26420 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42392 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 105838 members 
Mstep: Class 22 contains 32839 members 
Mstep: Class 23 contains 42056 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068576.000000 Penalty: 86006.992188
Iteration 238Q: 26 clusters Score -1.470686e+08 nChanged 184
Entering ConstructFrom: 
Score: -147068576.000000 Penalty: 86006.992188
Entering ConstructFrom: 
Trying to split cluster 1 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -591934.687500 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -591934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -587827.500000 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -587827.5 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -588728.937500 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -588728.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -588925.375000 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -588925.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -589055.750000 Penalty: 4151.676758
	Iteration 3Q: 3 clusters Score -589055.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -589164.375000 Penalty: 4151.676758
	Iteration 4Q: 3 clusters Score -589164.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -589244.562500 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -589244.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -589292.437500 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -589292.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -589328.937500 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -589328.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -589364.437500 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -589364.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -589384.250000 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -589384.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -589407.437500 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -589407.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -589433.812500 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -589433.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -589460.937500 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -589460.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -589482.562500 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -589482.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -589504.250000 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -589504.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -589520.750000 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -589520.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -589537.062500 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -589537.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -589557.187500 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -589557.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -589570.875000 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -589570.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -589584.750000 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -589584.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -589595.312500 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -589595.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -589604.687500 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -589604.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -589616.312500 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -589616.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -589624.250000 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -589624.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -589633.750000 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -589633.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -589643.625000 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -589643.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -589656.687500 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -589656.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -589665.375000 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -589665.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -589674.312500 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -589674.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -589680.500000 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -589680.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -589686.000000 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -589686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -589690.625000 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -589690.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -589695.687500 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -589695.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -589699.625000 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -589699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -589702.750000 Penalty: 4151.676758
	Iteration 34Q: 3 clusters Score -589702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -589707.625000 Penalty: 4151.676758
	Iteration 35Q: 3 clusters Score -589707.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -589712.062500 Penalty: 4151.676758
	Iteration 36Q: 3 clusters Score -589712.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -589715.250000 Penalty: 4151.676758
	Iteration 37Q: 3 clusters Score -589715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -589718.750000 Penalty: 4151.676758
	Iteration 38Q: 3 clusters Score -589718.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -589719.312500 Penalty: 4151.676758
	Iteration 39Q: 3 clusters Score -589719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -589722.437500 Penalty: 4151.676758
	Iteration 40F: 3 clusters Score -589722.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -589725.375000 Penalty: 4151.676758
	Iteration 41Q: 3 clusters Score -589725.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -589728.812500 Penalty: 4151.676758
	Iteration 42Q: 3 clusters Score -589728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -589731.000000 Penalty: 4151.676758
	Iteration 43Q: 3 clusters Score -589731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -589733.687500 Penalty: 4151.676758
	Iteration 44Q: 3 clusters Score -589733.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -589733.812500 Penalty: 4151.676758
	Iteration 45Q: 3 clusters Score -589733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -589735.125000 Penalty: 4151.676758
	Iteration 46Q: 3 clusters Score -589735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -589737.187500 Penalty: 4151.676758
	Iteration 47Q: 3 clusters Score -589737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -589738.312500 Penalty: 4151.676758
	Iteration 48Q: 3 clusters Score -589738.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -589741.625000 Penalty: 4151.676758
	Iteration 49Q: 3 clusters Score -589741.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -589747.500000 Penalty: 4151.676758
	Iteration 50Q: 3 clusters Score -589747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -589749.500000 Penalty: 4151.676758
	Iteration 51Q: 3 clusters Score -589749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -589750.437500 Penalty: 4151.676758
	Iteration 52Q: 3 clusters Score -589750.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -589751.812500 Penalty: 4151.676758
	Iteration 53Q: 3 clusters Score -589751.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -589753.687500 Penalty: 4151.676758
	Iteration 54Q: 3 clusters Score -589753.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -589756.687500 Penalty: 4151.676758
	Iteration 55Q: 3 clusters Score -589756.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -589758.937500 Penalty: 4151.676758
	Iteration 56Q: 3 clusters Score -589758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -589761.625000 Penalty: 4151.676758
	Iteration 57Q: 3 clusters Score -589761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -589761.812500 Penalty: 4151.676758
	Iteration 58Q: 3 clusters Score -589761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -589763.937500 Penalty: 4151.676758
	Iteration 59Q: 3 clusters Score -589763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -589766.937500 Penalty: 4151.676758
	Iteration 60F: 3 clusters Score -589766.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -589768.062500 Penalty: 4151.676758
	Iteration 61Q: 3 clusters Score -589768.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -589771.312500 Penalty: 4151.676758
	Iteration 62Q: 3 clusters Score -589771.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -589774.187500 Penalty: 4151.676758
	Iteration 63Q: 3 clusters Score -589774.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -589775.000000 Penalty: 4151.676758
	Iteration 64Q: 3 clusters Score -589775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -589776.437500 Penalty: 4151.676758
	Iteration 65Q: 3 clusters Score -589776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -589776.937500 Penalty: 4151.676758
	Iteration 66Q: 3 clusters Score -589776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -589777.187500 Penalty: 4151.676758
	Iteration 67Q: 3 clusters Score -589777.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -589780.875000 Penalty: 4151.676758
	Iteration 68Q: 3 clusters Score -589780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -589782.062500 Penalty: 4151.676758
	Iteration 69Q: 3 clusters Score -589782.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -589783.687500 Penalty: 4151.676758
	Iteration 70Q: 3 clusters Score -589783.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -589785.312500 Penalty: 4151.676758
	Iteration 71Q: 3 clusters Score -589785.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -589786.625000 Penalty: 4151.676758
	Iteration 72Q: 3 clusters Score -589786.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -589788.812500 Penalty: 4151.676758
	Iteration 73Q: 3 clusters Score -589788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -589790.875000 Penalty: 4151.676758
	Iteration 74Q: 3 clusters Score -589790.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -589791.562500 Penalty: 4151.676758
	Iteration 75Q: 3 clusters Score -589791.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -589793.437500 Penalty: 4151.676758
	Iteration 76Q: 3 clusters Score -589793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -589796.812500 Penalty: 4151.676758
	Iteration 77Q: 3 clusters Score -589796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -589796.375000 Penalty: 4151.676758
	Iteration 78Q: 3 clusters Score -589796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -589798.187500 Penalty: 4151.676758
	Iteration 79Q: 3 clusters Score -589798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -589799.000000 Penalty: 4151.676758
	Iteration 80F: 3 clusters Score -589799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -589799.875000 Penalty: 4151.676758
	Iteration 81Q: 3 clusters Score -589799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -589801.562500 Penalty: 4151.676758
	Iteration 82Q: 3 clusters Score -589801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -589800.437500 Penalty: 4151.676758
	Iteration 83Q: 3 clusters Score -589800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -589801.687500 Penalty: 4151.676758
	Iteration 84Q: 3 clusters Score -589801.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -589801.125000 Penalty: 4151.676758
	Iteration 85Q: 3 clusters Score -589801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -589801.125000 Penalty: 4151.676758
	Iteration 86F: 3 clusters Score -589801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -146676.984375 Penalty: 1724.513672
	Iteration 0F: 2 clusters Score -146677 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 528 members 
Entering Unmasked Estep 
Score: -144667.234375 Penalty: 3449.027344
	Iteration 0F: 3 clusters Score -144667.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -144934.546875 Penalty: 3449.027344
	Iteration 1F: 3 clusters Score -144934.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145008.250000 Penalty: 3449.027344
	Iteration 2F: 3 clusters Score -145008.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -145037.078125 Penalty: 3449.027344
	Iteration 3Q: 3 clusters Score -145037.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -145057.828125 Penalty: 3449.027344
	Iteration 4Q: 3 clusters Score -145057.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145079.359375 Penalty: 3449.027344
	Iteration 5Q: 3 clusters Score -145079.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -145095.953125 Penalty: 3449.027344
	Iteration 6Q: 3 clusters Score -145096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145109.328125 Penalty: 3449.027344
	Iteration 7Q: 3 clusters Score -145109.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -145120.359375 Penalty: 3449.027344
	Iteration 8Q: 3 clusters Score -145120.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145130.312500 Penalty: 3449.027344
	Iteration 9Q: 3 clusters Score -145130.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -145138.500000 Penalty: 3449.027344
	Iteration 10Q: 3 clusters Score -145138.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145144.125000 Penalty: 3449.027344
	Iteration 11Q: 3 clusters Score -145144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145145.968750 Penalty: 3449.027344
	Iteration 12Q: 3 clusters Score -145146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145148.421875 Penalty: 3449.027344
	Iteration 13Q: 3 clusters Score -145148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -145151.687500 Penalty: 3449.027344
	Iteration 14Q: 3 clusters Score -145151.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -145153.531250 Penalty: 3449.027344
	Iteration 15Q: 3 clusters Score -145153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -145153.531250 Penalty: 3449.027344
	Iteration 16F: 3 clusters Score -145153.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Entering Unmasked Estep 
Score: -11859261.000000 Penalty: 2810.048340
	Iteration 0F: 2 clusters Score -1.185926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -11803495.000000 Penalty: 5620.096680
	Iteration 0F: 3 clusters Score -1.18035e+07 nChanged 39259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -11825929.000000 Penalty: 5620.096680
	Iteration 1F: 3 clusters Score -1.182593e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -11826803.000000 Penalty: 5620.096680
	Iteration 2Q: 3 clusters Score -1.18268e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -11827975.000000 Penalty: 5620.096680
	Iteration 3Q: 3 clusters Score -1.182798e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -11829556.000000 Penalty: 5620.096680
	Iteration 4Q: 3 clusters Score -1.182956e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -11831809.000000 Penalty: 5620.096680
	Iteration 5F: 3 clusters Score -1.183181e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -11834944.000000 Penalty: 5620.096680
	Iteration 6F: 3 clusters Score -1.183494e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -11839143.000000 Penalty: 5620.096680
	Iteration 7F: 3 clusters Score -1.183914e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -11843695.000000 Penalty: 5620.096680
	Iteration 8F: 3 clusters Score -1.18437e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
Score: -11847850.000000 Penalty: 5620.096680
	Iteration 9F: 3 clusters Score -1.184785e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -11850980.000000 Penalty: 5620.096680
	Iteration 10Q: 3 clusters Score -1.185098e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -11852844.000000 Penalty: 5620.096680
	Iteration 11Q: 3 clusters Score -1.185284e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -11853783.000000 Penalty: 5620.096680
	Iteration 12Q: 3 clusters Score -1.185378e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -11854386.000000 Penalty: 5620.096680
	Iteration 13Q: 3 clusters Score -1.185439e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -11854883.000000 Penalty: 5620.096680
	Iteration 14Q: 3 clusters Score -1.185488e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -11855294.000000 Penalty: 5620.096680
	Iteration 15Q: 3 clusters Score -1.185529e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -11855648.000000 Penalty: 5620.096680
	Iteration 16Q: 3 clusters Score -1.185565e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -11855856.000000 Penalty: 5620.096680
	Iteration 17Q: 3 clusters Score -1.185586e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -11856057.000000 Penalty: 5620.096680
	Iteration 18Q: 3 clusters Score -1.185606e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 80075 members 
Entering Unmasked Estep 
Score: -11856204.000000 Penalty: 5620.096680
	Iteration 19Q: 3 clusters Score -1.18562e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -11856297.000000 Penalty: 5620.096680
	Iteration 20F: 3 clusters Score -1.18563e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -11856372.000000 Penalty: 5620.096680
	Iteration 21Q: 3 clusters Score -1.185637e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -11856490.000000 Penalty: 5620.096680
	Iteration 22Q: 3 clusters Score -1.185649e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -11856617.000000 Penalty: 5620.096680
	Iteration 23Q: 3 clusters Score -1.185662e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -11856651.000000 Penalty: 5620.096680
	Iteration 24Q: 3 clusters Score -1.185665e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -11856701.000000 Penalty: 5620.096680
	Iteration 25Q: 3 clusters Score -1.18567e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 81390 members 
Entering Unmasked Estep 
Score: -11856732.000000 Penalty: 5620.096680
	Iteration 26Q: 3 clusters Score -1.185673e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -11856742.000000 Penalty: 5620.096680
	Iteration 27Q: 3 clusters Score -1.185674e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 81582 members 
Entering Unmasked Estep 
Score: -11856786.000000 Penalty: 5620.096680
	Iteration 28Q: 3 clusters Score -1.185679e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -11856806.000000 Penalty: 5620.096680
	Iteration 29Q: 3 clusters Score -1.185681e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -11856805.000000 Penalty: 5620.096680
	Iteration 30Q: 3 clusters Score -1.18568e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 81763 members 
Entering Unmasked Estep 
Score: -11856820.000000 Penalty: 5620.096680
	Iteration 31Q: 3 clusters Score -1.185682e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -11856814.000000 Penalty: 5620.096680
	Iteration 32Q: 3 clusters Score -1.185681e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 81826 members 
Entering Unmasked Estep 
Score: -11856837.000000 Penalty: 5620.096680
	Iteration 33Q: 3 clusters Score -1.185684e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -11856847.000000 Penalty: 5620.096680
	Iteration 34Q: 3 clusters Score -1.185685e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 81891 members 
Entering Unmasked Estep 
Score: -11856877.000000 Penalty: 5620.096680
	Iteration 35Q: 3 clusters Score -1.185688e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 81918 members 
Entering Unmasked Estep 
Score: -11856892.000000 Penalty: 5620.096680
	Iteration 36Q: 3 clusters Score -1.185689e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -11856882.000000 Penalty: 5620.096680
	Iteration 37Q: 3 clusters Score -1.185688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 81959 members 
Entering Unmasked Estep 
Score: -11856895.000000 Penalty: 5620.096680
	Iteration 38Q: 3 clusters Score -1.18569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 81973 members 
Entering Unmasked Estep 
Score: -11856896.000000 Penalty: 5620.096680
	Iteration 39Q: 3 clusters Score -1.18569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 81985 members 
Entering Unmasked Estep 
Score: -11856907.000000 Penalty: 5620.096680
	Iteration 40F: 3 clusters Score -1.185691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -11856907.000000 Penalty: 5620.096680
	Iteration 41Q: 3 clusters Score -1.185691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 82012 members 
Entering Unmasked Estep 
Score: -11856917.000000 Penalty: 5620.096680
	Iteration 42Q: 3 clusters Score -1.185692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -11856929.000000 Penalty: 5620.096680
	Iteration 43Q: 3 clusters Score -1.185693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -11856942.000000 Penalty: 5620.096680
	Iteration 44Q: 3 clusters Score -1.185694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -11856950.000000 Penalty: 5620.096680
	Iteration 45Q: 3 clusters Score -1.185695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -11856944.000000 Penalty: 5620.096680
	Iteration 46Q: 3 clusters Score -1.185694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 82051 members 
Entering Unmasked Estep 
Score: -11856940.000000 Penalty: 5620.096680
	Iteration 47Q: 3 clusters Score -1.185694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -11856935.000000 Penalty: 5620.096680
	Iteration 48Q: 3 clusters Score -1.185694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -11856935.000000 Penalty: 5620.096680
	Iteration 49F: 3 clusters Score -1.185694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161979 members 
Entering Unmasked Estep 
Score: -22737604.000000 Penalty: 2974.815186
	Iteration 0F: 2 clusters Score -2.27376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -22632336.000000 Penalty: 5949.630371
	Iteration 0F: 3 clusters Score -2.263234e+07 nChanged 77563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 85038 members 
Entering Unmasked Estep 
Score: -22677006.000000 Penalty: 5949.630371
	Iteration 1F: 3 clusters Score -2.267701e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 87188 members 
Entering Unmasked Estep 
Score: -22677904.000000 Penalty: 5949.630371
	Iteration 2Q: 3 clusters Score -2.26779e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 90546 members 
Entering Unmasked Estep 
Score: -22679252.000000 Penalty: 5949.630371
	Iteration 3Q: 3 clusters Score -2.267925e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 95712 members 
Entering Unmasked Estep 
Score: -22681422.000000 Penalty: 5949.630371
	Iteration 4Q: 3 clusters Score -2.268142e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -22685670.000000 Penalty: 5949.630371
	Iteration 5F: 3 clusters Score -2.268567e+07 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 114342 members 
Entering Unmasked Estep 
Score: -22693516.000000 Penalty: 5949.630371
	Iteration 6F: 3 clusters Score -2.269352e+07 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 127952 members 
Entering Unmasked Estep 
Score: -22705592.000000 Penalty: 5949.630371
	Iteration 7F: 3 clusters Score -2.270559e+07 nChanged 13864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 141588 members 
Entering Unmasked Estep 
Score: -22718848.000000 Penalty: 5949.630371
	Iteration 8F: 3 clusters Score -2.271885e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 151156 members 
Entering Unmasked Estep 
Score: -22728460.000000 Penalty: 5949.630371
	Iteration 9F: 3 clusters Score -2.272846e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 156342 members 
Entering Unmasked Estep 
Score: -22732508.000000 Penalty: 5949.630371
	Iteration 10Q: 3 clusters Score -2.273251e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 158772 members 
Entering Unmasked Estep 
Score: -22734134.000000 Penalty: 5949.630371
	Iteration 11Q: 3 clusters Score -2.273413e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 159769 members 
Entering Unmasked Estep 
Score: -22734978.000000 Penalty: 5949.630371
	Iteration 12Q: 3 clusters Score -2.273498e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 160132 members 
Entering Unmasked Estep 
Score: -22735436.000000 Penalty: 5949.630371
	Iteration 13Q: 3 clusters Score -2.273544e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 160245 members 
Entering Unmasked Estep 
Score: -22735608.000000 Penalty: 5949.630371
	Iteration 14Q: 3 clusters Score -2.273561e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 160285 members 
Entering Unmasked Estep 
Score: -22735734.000000 Penalty: 5949.630371
	Iteration 15Q: 3 clusters Score -2.273573e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 160307 members 
Entering Unmasked Estep 
Score: -22735812.000000 Penalty: 5949.630371
	Iteration 16Q: 3 clusters Score -2.273581e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 160327 members 
Entering Unmasked Estep 
Score: -22735842.000000 Penalty: 5949.630371
	Iteration 17Q: 3 clusters Score -2.273584e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 160345 members 
Entering Unmasked Estep 
Score: -22735882.000000 Penalty: 5949.630371
	Iteration 18Q: 3 clusters Score -2.273588e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 160357 members 
Entering Unmasked Estep 
Score: -22735920.000000 Penalty: 5949.630371
	Iteration 19Q: 3 clusters Score -2.273592e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 160359 members 
Entering Unmasked Estep 
Score: -22735922.000000 Penalty: 5949.630371
	Iteration 20F: 3 clusters Score -2.273592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 160368 members 
Entering Unmasked Estep 
Score: -22735898.000000 Penalty: 5949.630371
	Iteration 21Q: 3 clusters Score -2.27359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 160370 members 
Entering Unmasked Estep 
Score: -22735910.000000 Penalty: 5949.630371
	Iteration 22Q: 3 clusters Score -2.273591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 160372 members 
Entering Unmasked Estep 
Score: -22735926.000000 Penalty: 5949.630371
	Iteration 23Q: 3 clusters Score -2.273593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 160372 members 
Entering Unmasked Estep 
Score: -22735948.000000 Penalty: 5949.630371
	Iteration 24Q: 3 clusters Score -2.273595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 160371 members 
Entering Unmasked Estep 
Score: -22735960.000000 Penalty: 5949.630371
	Iteration 25Q: 3 clusters Score -2.273596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 160374 members 
Entering Unmasked Estep 
Score: -22735946.000000 Penalty: 5949.630371
	Iteration 26Q: 3 clusters Score -2.273595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 160367 members 
Entering Unmasked Estep 
Score: -22735956.000000 Penalty: 5949.630371
	Iteration 27Q: 3 clusters Score -2.273596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 160365 members 
Entering Unmasked Estep 
Score: -22735954.000000 Penalty: 5949.630371
	Iteration 28Q: 3 clusters Score -2.273595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 160368 members 
Entering Unmasked Estep 
Score: -22735952.000000 Penalty: 5949.630371
	Iteration 29Q: 3 clusters Score -2.273595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 160368 members 
Entering Unmasked Estep 
Score: -22735924.000000 Penalty: 5949.630371
	Iteration 30Q: 3 clusters Score -2.273592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 160369 members 
Entering Unmasked Estep 
Score: -22735938.000000 Penalty: 5949.630371
	Iteration 31Q: 3 clusters Score -2.273594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 160371 members 
Entering Unmasked Estep 
Score: -22735928.000000 Penalty: 5949.630371
	Iteration 32Q: 3 clusters Score -2.273593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 160370 members 
Entering Unmasked Estep 
Score: -22735928.000000 Penalty: 5949.630371
	Iteration 33Q: 3 clusters Score -2.273593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 160369 members 
Entering Unmasked Estep 
Score: -22735936.000000 Penalty: 5949.630371
	Iteration 34Q: 3 clusters Score -2.273594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 160365 members 
Entering Unmasked Estep 
Score: -22735934.000000 Penalty: 5949.630371
	Iteration 35Q: 3 clusters Score -2.273593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 160359 members 
Entering Unmasked Estep 
Score: -22735926.000000 Penalty: 5949.630371
	Iteration 36Q: 3 clusters Score -2.273593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 160353 members 
Entering Unmasked Estep 
Score: -22735932.000000 Penalty: 5949.630371
	Iteration 37Q: 3 clusters Score -2.273593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 160347 members 
Entering Unmasked Estep 
Score: -22735942.000000 Penalty: 5949.630371
	Iteration 38Q: 3 clusters Score -2.273594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 160342 members 
Entering Unmasked Estep 
Score: -22735928.000000 Penalty: 5949.630371
	Iteration 39Q: 3 clusters Score -2.273593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 160342 members 
Entering Unmasked Estep 
Score: -22735930.000000 Penalty: 5949.630371
	Iteration 40F: 3 clusters Score -2.273593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 160336 members 
Entering Unmasked Estep 
Score: -22735926.000000 Penalty: 5949.630371
	Iteration 41Q: 3 clusters Score -2.273593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 160333 members 
Entering Unmasked Estep 
Score: -22735952.000000 Penalty: 5949.630371
	Iteration 42Q: 3 clusters Score -2.273595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 160330 members 
Entering Unmasked Estep 
Score: -22735962.000000 Penalty: 5949.630371
	Iteration 43Q: 3 clusters Score -2.273596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 160329 members 
Entering Unmasked Estep 
Score: -22735968.000000 Penalty: 5949.630371
	Iteration 44Q: 3 clusters Score -2.273597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 160330 members 
Entering Unmasked Estep 
Score: -22735962.000000 Penalty: 5949.630371
	Iteration 45Q: 3 clusters Score -2.273596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 160331 members 
Entering Unmasked Estep 
Score: -22735960.000000 Penalty: 5949.630371
	Iteration 46Q: 3 clusters Score -2.273596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 160330 members 
Entering Unmasked Estep 
Score: -22735962.000000 Penalty: 5949.630371
	Iteration 47Q: 3 clusters Score -2.273596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -22735972.000000 Penalty: 5949.630371
	Iteration 48Q: 3 clusters Score -2.273597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -22735962.000000 Penalty: 5949.630371
	Iteration 49Q: 3 clusters Score -2.273596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 160327 members 
Entering Unmasked Estep 
Score: -22735972.000000 Penalty: 5949.630371
	Iteration 50Q: 3 clusters Score -2.273597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -22735972.000000 Penalty: 5949.630371
	Iteration 51Q: 3 clusters Score -2.273597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -22735972.000000 Penalty: 5949.630371
	Iteration 52F: 3 clusters Score -2.273597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Entering Unmasked Estep 
Score: -8646651.000000 Penalty: 2730.804199
	Iteration 0F: 2 clusters Score -8646651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -8605964.000000 Penalty: 5461.608398
	Iteration 0F: 3 clusters Score -8605964 nChanged 28108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -8621403.000000 Penalty: 5461.608398
	Iteration 1F: 3 clusters Score -8621403 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -8622059.000000 Penalty: 5461.608398
	Iteration 2Q: 3 clusters Score -8622059 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -8622907.000000 Penalty: 5461.608398
	Iteration 3Q: 3 clusters Score -8622907 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -8624254.000000 Penalty: 5461.608398
	Iteration 4Q: 3 clusters Score -8624254 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -8626704.000000 Penalty: 5461.608398
	Iteration 5F: 3 clusters Score -8626704 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -8630626.000000 Penalty: 5461.608398
	Iteration 6F: 3 clusters Score -8630626 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -8635890.000000 Penalty: 5461.608398
	Iteration 7F: 3 clusters Score -8635890 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -8640510.000000 Penalty: 5461.608398
	Iteration 8F: 3 clusters Score -8640510 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8643025.000000 Penalty: 5461.608398
	Iteration 9Q: 3 clusters Score -8643025 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8643874.000000 Penalty: 5461.608398
	Iteration 10Q: 3 clusters Score -8643874 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8644128.000000 Penalty: 5461.608398
	Iteration 11Q: 3 clusters Score -8644128 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8644207.000000 Penalty: 5461.608398
	Iteration 12Q: 3 clusters Score -8644207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8644246.000000 Penalty: 5461.608398
	Iteration 13Q: 3 clusters Score -8644246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8644263.000000 Penalty: 5461.608398
	Iteration 14Q: 3 clusters Score -8644263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8644273.000000 Penalty: 5461.608398
	Iteration 15Q: 3 clusters Score -8644273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8644285.000000 Penalty: 5461.608398
	Iteration 16Q: 3 clusters Score -8644285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8644291.000000 Penalty: 5461.608398
	Iteration 17Q: 3 clusters Score -8644291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8644291.000000 Penalty: 5461.608398
	Iteration 18F: 3 clusters Score -8644291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Entering Unmasked Estep 
Score: -1814616.375000 Penalty: 2347.527100
	Iteration 0F: 2 clusters Score -1814616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1805204.500000 Penalty: 4695.054199
	Iteration 0F: 3 clusters Score -1805204 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1808090.500000 Penalty: 4695.054199
	Iteration 1F: 3 clusters Score -1808090 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1808479.625000 Penalty: 4695.054199
	Iteration 2F: 3 clusters Score -1808480 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1808784.125000 Penalty: 4695.054199
	Iteration 3F: 3 clusters Score -1808784 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1809020.750000 Penalty: 4695.054199
	Iteration 4Q: 3 clusters Score -1809021 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1809241.250000 Penalty: 4695.054199
	Iteration 5Q: 3 clusters Score -1809241 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1809451.625000 Penalty: 4695.054199
	Iteration 6Q: 3 clusters Score -1809452 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1809710.750000 Penalty: 4695.054199
	Iteration 7Q: 3 clusters Score -1809711 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1810016.875000 Penalty: 4695.054199
	Iteration 8Q: 3 clusters Score -1810017 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1810368.875000 Penalty: 4695.054199
	Iteration 9Q: 3 clusters Score -1810369 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1810811.500000 Penalty: 4695.054199
	Iteration 10Q: 3 clusters Score -1810812 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1811240.375000 Penalty: 4695.054199
	Iteration 11Q: 3 clusters Score -1811240 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1811643.750000 Penalty: 4695.054199
	Iteration 12Q: 3 clusters Score -1811644 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1811934.375000 Penalty: 4695.054199
	Iteration 13Q: 3 clusters Score -1811934 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1812165.750000 Penalty: 4695.054199
	Iteration 14Q: 3 clusters Score -1812166 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1812338.875000 Penalty: 4695.054199
	Iteration 15Q: 3 clusters Score -1812339 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1812475.375000 Penalty: 4695.054199
	Iteration 16Q: 3 clusters Score -1812475 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1812561.875000 Penalty: 4695.054199
	Iteration 17Q: 3 clusters Score -1812562 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1812641.500000 Penalty: 4695.054199
	Iteration 18Q: 3 clusters Score -1812642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1812691.125000 Penalty: 4695.054199
	Iteration 19Q: 3 clusters Score -1812691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1812713.000000 Penalty: 4695.054199
	Iteration 20F: 3 clusters Score -1812713 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1812731.875000 Penalty: 4695.054199
	Iteration 21Q: 3 clusters Score -1812732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1812759.500000 Penalty: 4695.054199
	Iteration 22Q: 3 clusters Score -1812760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1812783.625000 Penalty: 4695.054199
	Iteration 23Q: 3 clusters Score -1812784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1812811.625000 Penalty: 4695.054199
	Iteration 24Q: 3 clusters Score -1812812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1812838.000000 Penalty: 4695.054199
	Iteration 25Q: 3 clusters Score -1812838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1812864.500000 Penalty: 4695.054199
	Iteration 26Q: 3 clusters Score -1812864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1812883.625000 Penalty: 4695.054199
	Iteration 27Q: 3 clusters Score -1812884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1812900.000000 Penalty: 4695.054199
	Iteration 28Q: 3 clusters Score -1812900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1812924.750000 Penalty: 4695.054199
	Iteration 29Q: 3 clusters Score -1812925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1812949.125000 Penalty: 4695.054199
	Iteration 30Q: 3 clusters Score -1812949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1812964.625000 Penalty: 4695.054199
	Iteration 31Q: 3 clusters Score -1812965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1812975.625000 Penalty: 4695.054199
	Iteration 32Q: 3 clusters Score -1812976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1812979.750000 Penalty: 4695.054199
	Iteration 33Q: 3 clusters Score -1812980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1812992.125000 Penalty: 4695.054199
	Iteration 34Q: 3 clusters Score -1812992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1812998.000000 Penalty: 4695.054199
	Iteration 35Q: 3 clusters Score -1812998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1812997.875000 Penalty: 4695.054199
	Iteration 36Q: 3 clusters Score -1812998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1813008.875000 Penalty: 4695.054199
	Iteration 37Q: 3 clusters Score -1813009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1813013.500000 Penalty: 4695.054199
	Iteration 38Q: 3 clusters Score -1813014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1813024.125000 Penalty: 4695.054199
	Iteration 39Q: 3 clusters Score -1813024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1813030.000000 Penalty: 4695.054199
	Iteration 40F: 3 clusters Score -1813030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1813031.875000 Penalty: 4695.054199
	Iteration 41Q: 3 clusters Score -1813032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1813035.250000 Penalty: 4695.054199
	Iteration 42Q: 3 clusters Score -1813035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1813035.750000 Penalty: 4695.054199
	Iteration 43Q: 3 clusters Score -1813036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1813036.375000 Penalty: 4695.054199
	Iteration 44Q: 3 clusters Score -1813036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1813037.125000 Penalty: 4695.054199
	Iteration 45Q: 3 clusters Score -1813037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1813037.875000 Penalty: 4695.054199
	Iteration 46Q: 3 clusters Score -1813038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1813037.875000 Penalty: 4695.054199
	Iteration 47F: 3 clusters Score -1813038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Entering Unmasked Estep 
Score: -5182944.000000 Penalty: 2603.408447
	Iteration 0F: 2 clusters Score -5182944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -5158462.500000 Penalty: 5206.816895
	Iteration 0F: 3 clusters Score -5158462 nChanged 16399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -5167415.500000 Penalty: 5206.816895
	Iteration 1F: 3 clusters Score -5167416 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -5167883.500000 Penalty: 5206.816895
	Iteration 2Q: 3 clusters Score -5167884 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -5168279.000000 Penalty: 5206.816895
	Iteration 3Q: 3 clusters Score -5168279 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -5168736.500000 Penalty: 5206.816895
	Iteration 4Q: 3 clusters Score -5168736 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -5169251.500000 Penalty: 5206.816895
	Iteration 5Q: 3 clusters Score -5169252 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -5170065.500000 Penalty: 5206.816895
	Iteration 6Q: 3 clusters Score -5170066 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -5171302.000000 Penalty: 5206.816895
	Iteration 7F: 3 clusters Score -5171302 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -5173127.000000 Penalty: 5206.816895
	Iteration 8F: 3 clusters Score -5173127 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5175599.500000 Penalty: 5206.816895
	Iteration 9F: 3 clusters Score -5175600 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -5177910.000000 Penalty: 5206.816895
	Iteration 10F: 3 clusters Score -5177910 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -5179411.500000 Penalty: 5206.816895
	Iteration 11Q: 3 clusters Score -5179412 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -5180104.500000 Penalty: 5206.816895
	Iteration 12Q: 3 clusters Score -5180104 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -5180373.000000 Penalty: 5206.816895
	Iteration 13Q: 3 clusters Score -5180373 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -5180493.000000 Penalty: 5206.816895
	Iteration 14Q: 3 clusters Score -5180493 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -5180547.000000 Penalty: 5206.816895
	Iteration 15Q: 3 clusters Score -5180547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -5180606.500000 Penalty: 5206.816895
	Iteration 16Q: 3 clusters Score -5180606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -5180650.000000 Penalty: 5206.816895
	Iteration 17Q: 3 clusters Score -5180650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -5180672.500000 Penalty: 5206.816895
	Iteration 18Q: 3 clusters Score -5180672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -5180686.500000 Penalty: 5206.816895
	Iteration 19Q: 3 clusters Score -5180686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -5180690.000000 Penalty: 5206.816895
	Iteration 20F: 3 clusters Score -5180690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -5180690.000000 Penalty: 5206.816895
	Iteration 21Q: 3 clusters Score -5180690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -5180695.000000 Penalty: 5206.816895
	Iteration 22Q: 3 clusters Score -5180695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -5180689.500000 Penalty: 5206.816895
	Iteration 23Q: 3 clusters Score -5180690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -5180689.500000 Penalty: 5206.816895
	Iteration 24F: 3 clusters Score -5180690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -206381.968750 Penalty: 1811.019165
	Iteration 0F: 2 clusters Score -206382 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 741 members 
Entering Unmasked Estep 
Score: -204100.484375 Penalty: 3622.038330
	Iteration 0F: 3 clusters Score -204100.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -204461.843750 Penalty: 3622.038330
	Iteration 1F: 3 clusters Score -204461.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204575.984375 Penalty: 3622.038330
	Iteration 2F: 3 clusters Score -204576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -204640.046875 Penalty: 3622.038330
	Iteration 3Q: 3 clusters Score -204640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -204696.875000 Penalty: 3622.038330
	Iteration 4Q: 3 clusters Score -204696.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -204773.156250 Penalty: 3622.038330
	Iteration 5Q: 3 clusters Score -204773.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -204895.562500 Penalty: 3622.038330
	Iteration 6Q: 3 clusters Score -204895.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -205079.296875 Penalty: 3622.038330
	Iteration 7Q: 3 clusters Score -205079.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -205228.421875 Penalty: 3622.038330
	Iteration 8F: 3 clusters Score -205228.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -205359.453125 Penalty: 3622.038330
	Iteration 9F: 3 clusters Score -205359.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -205487.328125 Penalty: 3622.038330
	Iteration 10F: 3 clusters Score -205487.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -205569.000000 Penalty: 3622.038330
	Iteration 11Q: 3 clusters Score -205569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -205630.500000 Penalty: 3622.038330
	Iteration 12Q: 3 clusters Score -205630.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -205672.750000 Penalty: 3622.038330
	Iteration 13Q: 3 clusters Score -205672.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -205710.000000 Penalty: 3622.038330
	Iteration 14Q: 3 clusters Score -205710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -205731.765625 Penalty: 3622.038330
	Iteration 15Q: 3 clusters Score -205731.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -205747.546875 Penalty: 3622.038330
	Iteration 16Q: 3 clusters Score -205747.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -205752.734375 Penalty: 3622.038330
	Iteration 17Q: 3 clusters Score -205752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -205755.437500 Penalty: 3622.038330
	Iteration 18Q: 3 clusters Score -205755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -205755.437500 Penalty: 3622.038330
	Iteration 19F: 3 clusters Score -205755.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -21685.382812 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -21685.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20610.957031 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -20610.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20727.724609 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -20727.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20754.929688 Penalty: 2622.980469
	Iteration 2Q: 3 clusters Score -20754.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20770.591797 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -20770.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20787.238281 Penalty: 2622.980469
	Iteration 4Q: 3 clusters Score -20787.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20789.337891 Penalty: 2622.980469
	Iteration 5Q: 3 clusters Score -20789.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20789.337891 Penalty: 2622.980469
	Iteration 6F: 3 clusters Score -20789.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (113086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113086 members 
Entering Unmasked Estep 
Score: -16053979.000000 Penalty: 2885.704346
	Iteration 0F: 2 clusters Score -1.605398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -15979399.000000 Penalty: 5771.408691
	Iteration 0F: 3 clusters Score -1.59794e+07 nChanged 53661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -16009951.000000 Penalty: 5771.408691
	Iteration 1F: 3 clusters Score -1.600995e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -16011002.000000 Penalty: 5771.408691
	Iteration 2Q: 3 clusters Score -1.6011e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -16012363.000000 Penalty: 5771.408691
	Iteration 3Q: 3 clusters Score -1.601236e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -16014830.000000 Penalty: 5771.408691
	Iteration 4Q: 3 clusters Score -1.601483e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -16019170.000000 Penalty: 5771.408691
	Iteration 5F: 3 clusters Score -1.601917e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -16025644.000000 Penalty: 5771.408691
	Iteration 6F: 3 clusters Score -1.602564e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91607 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -16033858.000000 Penalty: 5771.408691
	Iteration 7F: 3 clusters Score -1.603386e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -16041312.000000 Penalty: 5771.408691
	Iteration 8F: 3 clusters Score -1.604131e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -16046071.000000 Penalty: 5771.408691
	Iteration 9Q: 3 clusters Score -1.604607e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107511 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -16048705.000000 Penalty: 5771.408691
	Iteration 10Q: 3 clusters Score -1.60487e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -16049991.000000 Penalty: 5771.408691
	Iteration 11Q: 3 clusters Score -1.604999e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110177 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -16050559.000000 Penalty: 5771.408691
	Iteration 12Q: 3 clusters Score -1.605056e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110746 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -16050879.000000 Penalty: 5771.408691
	Iteration 13Q: 3 clusters Score -1.605088e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -16051119.000000 Penalty: 5771.408691
	Iteration 14Q: 3 clusters Score -1.605112e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -16051247.000000 Penalty: 5771.408691
	Iteration 15Q: 3 clusters Score -1.605125e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111501 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -16051337.000000 Penalty: 5771.408691
	Iteration 16Q: 3 clusters Score -1.605134e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111638 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -16051408.000000 Penalty: 5771.408691
	Iteration 17Q: 3 clusters Score -1.605141e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111726 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -16051434.000000 Penalty: 5771.408691
	Iteration 18Q: 3 clusters Score -1.605143e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111788 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -16051492.000000 Penalty: 5771.408691
	Iteration 19Q: 3 clusters Score -1.605149e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111847 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -16051505.000000 Penalty: 5771.408691
	Iteration 20F: 3 clusters Score -1.60515e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111886 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -16051539.000000 Penalty: 5771.408691
	Iteration 21Q: 3 clusters Score -1.605154e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111924 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -16051569.000000 Penalty: 5771.408691
	Iteration 22Q: 3 clusters Score -1.605157e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111958 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -16051589.000000 Penalty: 5771.408691
	Iteration 23Q: 3 clusters Score -1.605159e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111988 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -16051604.000000 Penalty: 5771.408691
	Iteration 24Q: 3 clusters Score -1.60516e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112018 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16051625.000000 Penalty: 5771.408691
	Iteration 25Q: 3 clusters Score -1.605162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112037 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -16051625.000000 Penalty: 5771.408691
	Iteration 26Q: 3 clusters Score -1.605162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112051 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16051634.000000 Penalty: 5771.408691
	Iteration 27Q: 3 clusters Score -1.605163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112063 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16051647.000000 Penalty: 5771.408691
	Iteration 28Q: 3 clusters Score -1.605165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112077 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -16051650.000000 Penalty: 5771.408691
	Iteration 29Q: 3 clusters Score -1.605165e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112092 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -16051662.000000 Penalty: 5771.408691
	Iteration 30Q: 3 clusters Score -1.605166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112112 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -16051690.000000 Penalty: 5771.408691
	Iteration 31Q: 3 clusters Score -1.605169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -16051693.000000 Penalty: 5771.408691
	Iteration 32Q: 3 clusters Score -1.605169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112137 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16051711.000000 Penalty: 5771.408691
	Iteration 33Q: 3 clusters Score -1.605171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112152 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -16051711.000000 Penalty: 5771.408691
	Iteration 34Q: 3 clusters Score -1.605171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112160 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -16051688.000000 Penalty: 5771.408691
	Iteration 35Q: 3 clusters Score -1.605169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112164 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -16051687.000000 Penalty: 5771.408691
	Iteration 36Q: 3 clusters Score -1.605169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112168 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -16051693.000000 Penalty: 5771.408691
	Iteration 37Q: 3 clusters Score -1.605169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112169 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -16051695.000000 Penalty: 5771.408691
	Iteration 38Q: 3 clusters Score -1.60517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112172 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -16051686.000000 Penalty: 5771.408691
	Iteration 39Q: 3 clusters Score -1.605169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112174 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16051688.000000 Penalty: 5771.408691
	Iteration 40F: 3 clusters Score -1.605169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112176 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -16051691.000000 Penalty: 5771.408691
	Iteration 41Q: 3 clusters Score -1.605169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112179 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16051691.000000 Penalty: 5771.408691
	Iteration 42Q: 3 clusters Score -1.605169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112181 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -16051693.000000 Penalty: 5771.408691
	Iteration 43Q: 3 clusters Score -1.605169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16051689.000000 Penalty: 5771.408691
	Iteration 44Q: 3 clusters Score -1.605169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16051693.000000 Penalty: 5771.408691
	Iteration 45Q: 3 clusters Score -1.605169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16051700.000000 Penalty: 5771.408691
	Iteration 46Q: 3 clusters Score -1.60517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112189 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -16051706.000000 Penalty: 5771.408691
	Iteration 47Q: 3 clusters Score -1.605171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112189 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -16051706.000000 Penalty: 5771.408691
	Iteration 48F: 3 clusters Score -1.605171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (110876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110876 members 
Entering Unmasked Estep 
Score: -15833592.000000 Penalty: 2880.809570
	Iteration 0F: 2 clusters Score -1.583359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -15760050.000000 Penalty: 5761.619141
	Iteration 0F: 3 clusters Score -1.576005e+07 nChanged 52461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -15789752.000000 Penalty: 5761.619141
	Iteration 1F: 3 clusters Score -1.578975e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -15790324.000000 Penalty: 5761.619141
	Iteration 2Q: 3 clusters Score -1.579032e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -15791125.000000 Penalty: 5761.619141
	Iteration 3Q: 3 clusters Score -1.579112e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -15791823.000000 Penalty: 5761.619141
	Iteration 4Q: 3 clusters Score -1.579182e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -15792842.000000 Penalty: 5761.619141
	Iteration 5Q: 3 clusters Score -1.579284e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -15794493.000000 Penalty: 5761.619141
	Iteration 6Q: 3 clusters Score -1.579449e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -15797353.000000 Penalty: 5761.619141
	Iteration 7F: 3 clusters Score -1.579735e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -15802327.000000 Penalty: 5761.619141
	Iteration 8F: 3 clusters Score -1.580233e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -15809677.000000 Penalty: 5761.619141
	Iteration 9F: 3 clusters Score -1.580968e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 97371 members 
Entering Unmasked Estep 
Score: -15818400.000000 Penalty: 5761.619141
	Iteration 10F: 3 clusters Score -1.58184e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -15825200.000000 Penalty: 5761.619141
	Iteration 11F: 3 clusters Score -1.58252e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 108143 members 
Entering Unmasked Estep 
Score: -15828709.000000 Penalty: 5761.619141
	Iteration 12Q: 3 clusters Score -1.582871e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 109697 members 
Entering Unmasked Estep 
Score: -15830054.000000 Penalty: 5761.619141
	Iteration 13Q: 3 clusters Score -1.583005e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 110275 members 
Entering Unmasked Estep 
Score: -15830562.000000 Penalty: 5761.619141
	Iteration 14Q: 3 clusters Score -1.583056e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 110474 members 
Entering Unmasked Estep 
Score: -15830785.000000 Penalty: 5761.619141
	Iteration 15Q: 3 clusters Score -1.583078e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 110557 members 
Entering Unmasked Estep 
Score: -15830894.000000 Penalty: 5761.619141
	Iteration 16Q: 3 clusters Score -1.583089e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 110590 members 
Entering Unmasked Estep 
Score: -15830961.000000 Penalty: 5761.619141
	Iteration 17Q: 3 clusters Score -1.583096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 110603 members 
Entering Unmasked Estep 
Score: -15831003.000000 Penalty: 5761.619141
	Iteration 18Q: 3 clusters Score -1.5831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -15831026.000000 Penalty: 5761.619141
	Iteration 19Q: 3 clusters Score -1.583103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 110622 members 
Entering Unmasked Estep 
Score: -15831041.000000 Penalty: 5761.619141
	Iteration 20F: 3 clusters Score -1.583104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -15831056.000000 Penalty: 5761.619141
	Iteration 21Q: 3 clusters Score -1.583106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 110637 members 
Entering Unmasked Estep 
Score: -15831070.000000 Penalty: 5761.619141
	Iteration 22Q: 3 clusters Score -1.583107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 110640 members 
Entering Unmasked Estep 
Score: -15831077.000000 Penalty: 5761.619141
	Iteration 23Q: 3 clusters Score -1.583108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 110643 members 
Entering Unmasked Estep 
Score: -15831091.000000 Penalty: 5761.619141
	Iteration 24Q: 3 clusters Score -1.583109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 110644 members 
Entering Unmasked Estep 
Score: -15831102.000000 Penalty: 5761.619141
	Iteration 25Q: 3 clusters Score -1.58311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 110645 members 
Entering Unmasked Estep 
Score: -15831088.000000 Penalty: 5761.619141
	Iteration 26Q: 3 clusters Score -1.583109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 110646 members 
Entering Unmasked Estep 
Score: -15831099.000000 Penalty: 5761.619141
	Iteration 27Q: 3 clusters Score -1.58311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 110646 members 
Entering Unmasked Estep 
Score: -15831099.000000 Penalty: 5761.619141
	Iteration 28F: 3 clusters Score -1.58311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Entering Unmasked Estep 
Score: -6034669.000000 Penalty: 2641.437256
	Iteration 0F: 2 clusters Score -6034669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -6006022.500000 Penalty: 5282.874512
	Iteration 0F: 3 clusters Score -6006022 nChanged 19331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -6016675.000000 Penalty: 5282.874512
	Iteration 1F: 3 clusters Score -6016675 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -6017134.000000 Penalty: 5282.874512
	Iteration 2Q: 3 clusters Score -6017134 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -6017540.500000 Penalty: 5282.874512
	Iteration 3Q: 3 clusters Score -6017540 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -6017878.500000 Penalty: 5282.874512
	Iteration 4Q: 3 clusters Score -6017878 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -6018163.000000 Penalty: 5282.874512
	Iteration 5Q: 3 clusters Score -6018163 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -6018478.000000 Penalty: 5282.874512
	Iteration 6Q: 3 clusters Score -6018478 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -6018805.000000 Penalty: 5282.874512
	Iteration 7Q: 3 clusters Score -6018805 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -6019291.500000 Penalty: 5282.874512
	Iteration 8Q: 3 clusters Score -6019292 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -6019904.500000 Penalty: 5282.874512
	Iteration 9Q: 3 clusters Score -6019904 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -6020784.500000 Penalty: 5282.874512
	Iteration 10Q: 3 clusters Score -6020784 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -6022001.000000 Penalty: 5282.874512
	Iteration 11Q: 3 clusters Score -6022001 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -6023567.500000 Penalty: 5282.874512
	Iteration 12F: 3 clusters Score -6023568 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -6025411.000000 Penalty: 5282.874512
	Iteration 13F: 3 clusters Score -6025411 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -6027388.000000 Penalty: 5282.874512
	Iteration 14F: 3 clusters Score -6027388 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -6029148.500000 Penalty: 5282.874512
	Iteration 15Q: 3 clusters Score -6029148 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -6030405.000000 Penalty: 5282.874512
	Iteration 16Q: 3 clusters Score -6030405 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -6031222.500000 Penalty: 5282.874512
	Iteration 17Q: 3 clusters Score -6031222 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -6031663.500000 Penalty: 5282.874512
	Iteration 18Q: 3 clusters Score -6031664 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -6031886.500000 Penalty: 5282.874512
	Iteration 19Q: 3 clusters Score -6031886 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -6032027.500000 Penalty: 5282.874512
	Iteration 20F: 3 clusters Score -6032028 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -6032139.000000 Penalty: 5282.874512
	Iteration 21Q: 3 clusters Score -6032139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -6032213.000000 Penalty: 5282.874512
	Iteration 22Q: 3 clusters Score -6032213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -6032258.500000 Penalty: 5282.874512
	Iteration 23Q: 3 clusters Score -6032258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -6032294.500000 Penalty: 5282.874512
	Iteration 24Q: 3 clusters Score -6032294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -6032323.500000 Penalty: 5282.874512
	Iteration 25Q: 3 clusters Score -6032324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -6032339.000000 Penalty: 5282.874512
	Iteration 26Q: 3 clusters Score -6032339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -6032360.500000 Penalty: 5282.874512
	Iteration 27Q: 3 clusters Score -6032360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -6032373.500000 Penalty: 5282.874512
	Iteration 28Q: 3 clusters Score -6032374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -6032374.000000 Penalty: 5282.874512
	Iteration 29Q: 3 clusters Score -6032374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -6032383.500000 Penalty: 5282.874512
	Iteration 30Q: 3 clusters Score -6032384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -6032383.500000 Penalty: 5282.874512
	Iteration 31Q: 3 clusters Score -6032384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -6032393.500000 Penalty: 5282.874512
	Iteration 32Q: 3 clusters Score -6032394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -6032401.000000 Penalty: 5282.874512
	Iteration 33Q: 3 clusters Score -6032401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -6032398.000000 Penalty: 5282.874512
	Iteration 34Q: 3 clusters Score -6032398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -6032405.000000 Penalty: 5282.874512
	Iteration 35Q: 3 clusters Score -6032405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -6032405.000000 Penalty: 5282.874512
	Iteration 36Q: 3 clusters Score -6032405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -6032405.000000 Penalty: 5282.874512
	Iteration 37F: 3 clusters Score -6032405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -264311.500000 Penalty: 1873.345093
	Iteration 0F: 2 clusters Score -264311.5 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 954 members 
Entering Unmasked Estep 
Score: -261743.796875 Penalty: 3746.690186
	Iteration 0F: 3 clusters Score -261743.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -262187.625000 Penalty: 3746.690186
	Iteration 1F: 3 clusters Score -262187.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -262286.531250 Penalty: 3746.690186
	Iteration 2F: 3 clusters Score -262286.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -262350.187500 Penalty: 3746.690186
	Iteration 3Q: 3 clusters Score -262350.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -262395.781250 Penalty: 3746.690186
	Iteration 4Q: 3 clusters Score -262395.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -262427.625000 Penalty: 3746.690186
	Iteration 5Q: 3 clusters Score -262427.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -262447.593750 Penalty: 3746.690186
	Iteration 6Q: 3 clusters Score -262447.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -262464.125000 Penalty: 3746.690186
	Iteration 7Q: 3 clusters Score -262464.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -262483.531250 Penalty: 3746.690186
	Iteration 8Q: 3 clusters Score -262483.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -262498.093750 Penalty: 3746.690186
	Iteration 9Q: 3 clusters Score -262498.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -262503.218750 Penalty: 3746.690186
	Iteration 10Q: 3 clusters Score -262503.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -262511.406250 Penalty: 3746.690186
	Iteration 11Q: 3 clusters Score -262511.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -262518.375000 Penalty: 3746.690186
	Iteration 12Q: 3 clusters Score -262518.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -262525.093750 Penalty: 3746.690186
	Iteration 13Q: 3 clusters Score -262525.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -262531.500000 Penalty: 3746.690186
	Iteration 14Q: 3 clusters Score -262531.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -262537.031250 Penalty: 3746.690186
	Iteration 15Q: 3 clusters Score -262537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -262544.875000 Penalty: 3746.690186
	Iteration 16Q: 3 clusters Score -262544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -262552.468750 Penalty: 3746.690186
	Iteration 17Q: 3 clusters Score -262552.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -262561.500000 Penalty: 3746.690186
	Iteration 18Q: 3 clusters Score -262561.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -262567.312500 Penalty: 3746.690186
	Iteration 19Q: 3 clusters Score -262567.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -262573.062500 Penalty: 3746.690186
	Iteration 20F: 3 clusters Score -262573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -262576.312500 Penalty: 3746.690186
	Iteration 21Q: 3 clusters Score -262576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -262578.406250 Penalty: 3746.690186
	Iteration 22Q: 3 clusters Score -262578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -262580.187500 Penalty: 3746.690186
	Iteration 23Q: 3 clusters Score -262580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -262583.156250 Penalty: 3746.690186
	Iteration 24Q: 3 clusters Score -262583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -262584.500000 Penalty: 3746.690186
	Iteration 25Q: 3 clusters Score -262584.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -262585.625000 Penalty: 3746.690186
	Iteration 26Q: 3 clusters Score -262585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -262588.312500 Penalty: 3746.690186
	Iteration 27Q: 3 clusters Score -262588.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -262589.906250 Penalty: 3746.690186
	Iteration 28Q: 3 clusters Score -262589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -262593.125000 Penalty: 3746.690186
	Iteration 29Q: 3 clusters Score -262593.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -262598.375000 Penalty: 3746.690186
	Iteration 30Q: 3 clusters Score -262598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -262602.406250 Penalty: 3746.690186
	Iteration 31Q: 3 clusters Score -262602.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -262604.625000 Penalty: 3746.690186
	Iteration 32Q: 3 clusters Score -262604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -262607.093750 Penalty: 3746.690186
	Iteration 33Q: 3 clusters Score -262607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -262607.500000 Penalty: 3746.690186
	Iteration 34Q: 3 clusters Score -262607.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -262607.500000 Penalty: 3746.690186
	Iteration 35F: 3 clusters Score -262607.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159174 members 
Entering Unmasked Estep 
Score: -22352562.000000 Penalty: 2970.482910
	Iteration 0F: 2 clusters Score -2.235256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -22248646.000000 Penalty: 5940.965820
	Iteration 0F: 3 clusters Score -2.224865e+07 nChanged 76240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -22292662.000000 Penalty: 5940.965820
	Iteration 1F: 3 clusters Score -2.229266e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -22293602.000000 Penalty: 5940.965820
	Iteration 2Q: 3 clusters Score -2.22936e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -22294476.000000 Penalty: 5940.965820
	Iteration 3Q: 3 clusters Score -2.229448e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -22296002.000000 Penalty: 5940.965820
	Iteration 4Q: 3 clusters Score -2.2296e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -22298728.000000 Penalty: 5940.965820
	Iteration 5Q: 3 clusters Score -2.229873e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -22302852.000000 Penalty: 5940.965820
	Iteration 6F: 3 clusters Score -2.230285e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108454 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -22309766.000000 Penalty: 5940.965820
	Iteration 7F: 3 clusters Score -2.230977e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119311 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -22319188.000000 Penalty: 5940.965820
	Iteration 8F: 3 clusters Score -2.231919e+07 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130195 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -22329568.000000 Penalty: 5940.965820
	Iteration 9F: 3 clusters Score -2.232957e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138932 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -22338326.000000 Penalty: 5940.965820
	Iteration 10F: 3 clusters Score -2.233833e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144586 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -22343658.000000 Penalty: 5940.965820
	Iteration 11Q: 3 clusters Score -2.234366e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148096 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -22346590.000000 Penalty: 5940.965820
	Iteration 12Q: 3 clusters Score -2.234659e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150538 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -22348334.000000 Penalty: 5940.965820
	Iteration 13Q: 3 clusters Score -2.234833e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -22349296.000000 Penalty: 5940.965820
	Iteration 14Q: 3 clusters Score -2.23493e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153559 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -22349976.000000 Penalty: 5940.965820
	Iteration 15Q: 3 clusters Score -2.234998e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154475 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -22350382.000000 Penalty: 5940.965820
	Iteration 16Q: 3 clusters Score -2.235038e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155140 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -22350614.000000 Penalty: 5940.965820
	Iteration 17Q: 3 clusters Score -2.235061e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155589 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -22350742.000000 Penalty: 5940.965820
	Iteration 18Q: 3 clusters Score -2.235074e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155927 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -22350816.000000 Penalty: 5940.965820
	Iteration 19Q: 3 clusters Score -2.235082e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156154 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -22350866.000000 Penalty: 5940.965820
	Iteration 20F: 3 clusters Score -2.235087e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156341 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -22350928.000000 Penalty: 5940.965820
	Iteration 21Q: 3 clusters Score -2.235093e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156499 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -22350916.000000 Penalty: 5940.965820
	Iteration 22Q: 3 clusters Score -2.235092e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156624 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -22350898.000000 Penalty: 5940.965820
	Iteration 23Q: 3 clusters Score -2.23509e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156726 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -22350934.000000 Penalty: 5940.965820
	Iteration 24Q: 3 clusters Score -2.235093e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156806 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -22350902.000000 Penalty: 5940.965820
	Iteration 25Q: 3 clusters Score -2.23509e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156868 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -22350908.000000 Penalty: 5940.965820
	Iteration 26Q: 3 clusters Score -2.235091e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156922 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -22350932.000000 Penalty: 5940.965820
	Iteration 27Q: 3 clusters Score -2.235093e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156970 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -22350920.000000 Penalty: 5940.965820
	Iteration 28Q: 3 clusters Score -2.235092e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157009 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -22350952.000000 Penalty: 5940.965820
	Iteration 29Q: 3 clusters Score -2.235095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157030 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -22350952.000000 Penalty: 5940.965820
	Iteration 30Q: 3 clusters Score -2.235095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157049 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -22350930.000000 Penalty: 5940.965820
	Iteration 31Q: 3 clusters Score -2.235093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157067 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -22350938.000000 Penalty: 5940.965820
	Iteration 32Q: 3 clusters Score -2.235094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157092 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22350918.000000 Penalty: 5940.965820
	Iteration 33Q: 3 clusters Score -2.235092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157111 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -22350918.000000 Penalty: 5940.965820
	Iteration 34Q: 3 clusters Score -2.235092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157122 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -22350910.000000 Penalty: 5940.965820
	Iteration 35Q: 3 clusters Score -2.235091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157132 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -22350920.000000 Penalty: 5940.965820
	Iteration 36Q: 3 clusters Score -2.235092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157141 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -22350920.000000 Penalty: 5940.965820
	Iteration 37Q: 3 clusters Score -2.235092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157152 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -22350936.000000 Penalty: 5940.965820
	Iteration 38Q: 3 clusters Score -2.235094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157161 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -22350932.000000 Penalty: 5940.965820
	Iteration 39Q: 3 clusters Score -2.235093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157173 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -22350936.000000 Penalty: 5940.965820
	Iteration 40F: 3 clusters Score -2.235094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157186 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -22350942.000000 Penalty: 5940.965820
	Iteration 41Q: 3 clusters Score -2.235094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157194 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -22350932.000000 Penalty: 5940.965820
	Iteration 42Q: 3 clusters Score -2.235093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157205 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -22350948.000000 Penalty: 5940.965820
	Iteration 43Q: 3 clusters Score -2.235095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157213 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -22350964.000000 Penalty: 5940.965820
	Iteration 44Q: 3 clusters Score -2.235096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157219 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -22350966.000000 Penalty: 5940.965820
	Iteration 45Q: 3 clusters Score -2.235097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157226 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22350972.000000 Penalty: 5940.965820
	Iteration 46Q: 3 clusters Score -2.235097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157231 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -22350972.000000 Penalty: 5940.965820
	Iteration 47Q: 3 clusters Score -2.235097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157236 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -22350974.000000 Penalty: 5940.965820
	Iteration 48Q: 3 clusters Score -2.235097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157241 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -22350972.000000 Penalty: 5940.965820
	Iteration 49Q: 3 clusters Score -2.235097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157246 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -22350974.000000 Penalty: 5940.965820
	Iteration 50Q: 3 clusters Score -2.235097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157247 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -22350984.000000 Penalty: 5940.965820
	Iteration 51Q: 3 clusters Score -2.235098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157247 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -22350978.000000 Penalty: 5940.965820
	Iteration 52Q: 3 clusters Score -2.235098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157246 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -22350970.000000 Penalty: 5940.965820
	Iteration 53Q: 3 clusters Score -2.235097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157246 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -22350970.000000 Penalty: 5940.965820
	Iteration 54F: 3 clusters Score -2.235097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51577.984375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -51577.98 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 190 members 
Entering Unmasked Estep 
Score: -50187.617188 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -50187.62 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50555.105469 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -50555.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50636.949219 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -50636.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50770.105469 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -50770.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50791.871094 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -50791.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50801.765625 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -50801.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50808.222656 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -50808.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50808.222656 Penalty: 2993.598877
	Iteration 7F: 3 clusters Score -50808.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Entering Unmasked Estep 
Score: -3764311.500000 Penalty: 2525.105225
	Iteration 0F: 2 clusters Score -3764312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3746197.750000 Penalty: 5050.210449
	Iteration 0F: 3 clusters Score -3746198 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3752451.250000 Penalty: 5050.210449
	Iteration 1F: 3 clusters Score -3752451 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3752876.250000 Penalty: 5050.210449
	Iteration 2Q: 3 clusters Score -3752876 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3753287.250000 Penalty: 5050.210449
	Iteration 3Q: 3 clusters Score -3753287 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3753752.750000 Penalty: 5050.210449
	Iteration 4Q: 3 clusters Score -3753753 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3754433.500000 Penalty: 5050.210449
	Iteration 5Q: 3 clusters Score -3754434 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3755397.000000 Penalty: 5050.210449
	Iteration 6F: 3 clusters Score -3755397 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -3756656.750000 Penalty: 5050.210449
	Iteration 7F: 3 clusters Score -3756657 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -3758186.750000 Penalty: 5050.210449
	Iteration 8F: 3 clusters Score -3758187 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3759589.250000 Penalty: 5050.210449
	Iteration 9F: 3 clusters Score -3759589 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3760636.000000 Penalty: 5050.210449
	Iteration 10Q: 3 clusters Score -3760636 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3761256.500000 Penalty: 5050.210449
	Iteration 11Q: 3 clusters Score -3761256 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3761567.250000 Penalty: 5050.210449
	Iteration 12Q: 3 clusters Score -3761567 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3761733.250000 Penalty: 5050.210449
	Iteration 13Q: 3 clusters Score -3761733 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3761849.000000 Penalty: 5050.210449
	Iteration 14Q: 3 clusters Score -3761849 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3761932.250000 Penalty: 5050.210449
	Iteration 15Q: 3 clusters Score -3761932 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3762006.750000 Penalty: 5050.210449
	Iteration 16Q: 3 clusters Score -3762007 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3762056.000000 Penalty: 5050.210449
	Iteration 17Q: 3 clusters Score -3762056 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3762105.250000 Penalty: 5050.210449
	Iteration 18Q: 3 clusters Score -3762105 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3762141.750000 Penalty: 5050.210449
	Iteration 19Q: 3 clusters Score -3762142 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3762185.750000 Penalty: 5050.210449
	Iteration 20F: 3 clusters Score -3762186 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3762213.000000 Penalty: 5050.210449
	Iteration 21Q: 3 clusters Score -3762213 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3762248.500000 Penalty: 5050.210449
	Iteration 22Q: 3 clusters Score -3762248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -3762282.500000 Penalty: 5050.210449
	Iteration 23Q: 3 clusters Score -3762282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3762304.000000 Penalty: 5050.210449
	Iteration 24Q: 3 clusters Score -3762304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3762325.750000 Penalty: 5050.210449
	Iteration 25Q: 3 clusters Score -3762326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3762346.000000 Penalty: 5050.210449
	Iteration 26Q: 3 clusters Score -3762346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -3762360.250000 Penalty: 5050.210449
	Iteration 27Q: 3 clusters Score -3762360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3762374.750000 Penalty: 5050.210449
	Iteration 28Q: 3 clusters Score -3762375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3762392.750000 Penalty: 5050.210449
	Iteration 29Q: 3 clusters Score -3762393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3762399.250000 Penalty: 5050.210449
	Iteration 30Q: 3 clusters Score -3762399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3762415.750000 Penalty: 5050.210449
	Iteration 31Q: 3 clusters Score -3762416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3762421.750000 Penalty: 5050.210449
	Iteration 32Q: 3 clusters Score -3762422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3762428.500000 Penalty: 5050.210449
	Iteration 33Q: 3 clusters Score -3762428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3762440.750000 Penalty: 5050.210449
	Iteration 34Q: 3 clusters Score -3762441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3762451.750000 Penalty: 5050.210449
	Iteration 35Q: 3 clusters Score -3762452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3762464.250000 Penalty: 5050.210449
	Iteration 36Q: 3 clusters Score -3762464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -3762466.000000 Penalty: 5050.210449
	Iteration 37Q: 3 clusters Score -3762466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3762473.000000 Penalty: 5050.210449
	Iteration 38Q: 3 clusters Score -3762473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3762480.000000 Penalty: 5050.210449
	Iteration 39Q: 3 clusters Score -3762480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3762483.750000 Penalty: 5050.210449
	Iteration 40F: 3 clusters Score -3762484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3762496.250000 Penalty: 5050.210449
	Iteration 41Q: 3 clusters Score -3762496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3762507.000000 Penalty: 5050.210449
	Iteration 42Q: 3 clusters Score -3762507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3762508.750000 Penalty: 5050.210449
	Iteration 43Q: 3 clusters Score -3762509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3762509.250000 Penalty: 5050.210449
	Iteration 44Q: 3 clusters Score -3762509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3762515.250000 Penalty: 5050.210449
	Iteration 45Q: 3 clusters Score -3762515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3762517.250000 Penalty: 5050.210449
	Iteration 46Q: 3 clusters Score -3762517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3762529.750000 Penalty: 5050.210449
	Iteration 47Q: 3 clusters Score -3762530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3762531.750000 Penalty: 5050.210449
	Iteration 48Q: 3 clusters Score -3762532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3762536.250000 Penalty: 5050.210449
	Iteration 49Q: 3 clusters Score -3762536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3762542.750000 Penalty: 5050.210449
	Iteration 50Q: 3 clusters Score -3762543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3762550.500000 Penalty: 5050.210449
	Iteration 51Q: 3 clusters Score -3762550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3762549.000000 Penalty: 5050.210449
	Iteration 52Q: 3 clusters Score -3762549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3762555.500000 Penalty: 5050.210449
	Iteration 53Q: 3 clusters Score -3762556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3762559.000000 Penalty: 5050.210449
	Iteration 54Q: 3 clusters Score -3762559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3762563.500000 Penalty: 5050.210449
	Iteration 55Q: 3 clusters Score -3762564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3762565.500000 Penalty: 5050.210449
	Iteration 56Q: 3 clusters Score -3762566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3762561.500000 Penalty: 5050.210449
	Iteration 57Q: 3 clusters Score -3762562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3762560.250000 Penalty: 5050.210449
	Iteration 58Q: 3 clusters Score -3762560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3762561.000000 Penalty: 5050.210449
	Iteration 59Q: 3 clusters Score -3762561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3762561.000000 Penalty: 5050.210449
	Iteration 60F: 3 clusters Score -3762561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -387197.531250 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -387197.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -383938.937500 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -383938.9 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -384669.062500 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -384669.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -384867.500000 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -384867.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -384990.562500 Penalty: 3947.974121
	Iteration 3F: 3 clusters Score -384990.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -385061.125000 Penalty: 3947.974121
	Iteration 4Q: 3 clusters Score -385061.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -385137.937500 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -385137.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -385202.562500 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -385202.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -385247.218750 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -385247.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -385294.218750 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -385294.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -385337.375000 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -385337.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -385371.906250 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -385371.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -385398.593750 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -385398.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -385418.031250 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -385418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -385435.937500 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -385435.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -385451.937500 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -385451.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -385461.593750 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -385461.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -385466.812500 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -385466.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -385472.093750 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -385472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -385473.656250 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -385473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -385473.000000 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -385473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -385474.531250 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -385474.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -385475.531250 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -385475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -385475.562500 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -385475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -385475.562500 Penalty: 3947.974121
	Iteration 23F: 3 clusters Score -385475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Entering Unmasked Estep 
Score: -6060223.000000 Penalty: 2642.345703
	Iteration 0F: 2 clusters Score -6060223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -6031428.500000 Penalty: 5284.691406
	Iteration 0F: 3 clusters Score -6031428 nChanged 19519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -6042441.500000 Penalty: 5284.691406
	Iteration 1F: 3 clusters Score -6042442 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -6043126.000000 Penalty: 5284.691406
	Iteration 2Q: 3 clusters Score -6043126 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -6043894.500000 Penalty: 5284.691406
	Iteration 3Q: 3 clusters Score -6043894 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -6044786.000000 Penalty: 5284.691406
	Iteration 4Q: 3 clusters Score -6044786 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -6045893.500000 Penalty: 5284.691406
	Iteration 5F: 3 clusters Score -6045894 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -6047433.500000 Penalty: 5284.691406
	Iteration 6F: 3 clusters Score -6047434 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -6049313.000000 Penalty: 5284.691406
	Iteration 7F: 3 clusters Score -6049313 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -6051241.500000 Penalty: 5284.691406
	Iteration 8F: 3 clusters Score -6051242 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -6052960.500000 Penalty: 5284.691406
	Iteration 9F: 3 clusters Score -6052960 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -6054186.000000 Penalty: 5284.691406
	Iteration 10Q: 3 clusters Score -6054186 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -6054929.500000 Penalty: 5284.691406
	Iteration 11Q: 3 clusters Score -6054930 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -6055548.000000 Penalty: 5284.691406
	Iteration 12Q: 3 clusters Score -6055548 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -6056137.000000 Penalty: 5284.691406
	Iteration 13Q: 3 clusters Score -6056137 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -6056585.000000 Penalty: 5284.691406
	Iteration 14Q: 3 clusters Score -6056585 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -6056939.500000 Penalty: 5284.691406
	Iteration 15Q: 3 clusters Score -6056940 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -6057188.000000 Penalty: 5284.691406
	Iteration 16Q: 3 clusters Score -6057188 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -6057362.000000 Penalty: 5284.691406
	Iteration 17Q: 3 clusters Score -6057362 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -6057501.000000 Penalty: 5284.691406
	Iteration 18Q: 3 clusters Score -6057501 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -6057623.000000 Penalty: 5284.691406
	Iteration 19Q: 3 clusters Score -6057623 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -6057703.000000 Penalty: 5284.691406
	Iteration 20F: 3 clusters Score -6057703 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -6057752.500000 Penalty: 5284.691406
	Iteration 21Q: 3 clusters Score -6057752 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -6057776.000000 Penalty: 5284.691406
	Iteration 22Q: 3 clusters Score -6057776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -6057786.000000 Penalty: 5284.691406
	Iteration 23Q: 3 clusters Score -6057786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -6057832.500000 Penalty: 5284.691406
	Iteration 24Q: 3 clusters Score -6057832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -6057840.500000 Penalty: 5284.691406
	Iteration 25Q: 3 clusters Score -6057840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -6057853.000000 Penalty: 5284.691406
	Iteration 26Q: 3 clusters Score -6057853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -6057868.500000 Penalty: 5284.691406
	Iteration 27Q: 3 clusters Score -6057868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -6057881.000000 Penalty: 5284.691406
	Iteration 28Q: 3 clusters Score -6057881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -6057897.000000 Penalty: 5284.691406
	Iteration 29Q: 3 clusters Score -6057897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -6057916.000000 Penalty: 5284.691406
	Iteration 30Q: 3 clusters Score -6057916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -6057934.000000 Penalty: 5284.691406
	Iteration 31Q: 3 clusters Score -6057934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -6057947.500000 Penalty: 5284.691406
	Iteration 32Q: 3 clusters Score -6057948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -6057944.000000 Penalty: 5284.691406
	Iteration 33Q: 3 clusters Score -6057944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -6057956.000000 Penalty: 5284.691406
	Iteration 34Q: 3 clusters Score -6057956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -6057964.500000 Penalty: 5284.691406
	Iteration 35Q: 3 clusters Score -6057964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -6057967.000000 Penalty: 5284.691406
	Iteration 36Q: 3 clusters Score -6057967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -6057970.500000 Penalty: 5284.691406
	Iteration 37Q: 3 clusters Score -6057970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -6057981.000000 Penalty: 5284.691406
	Iteration 38Q: 3 clusters Score -6057981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -6057981.500000 Penalty: 5284.691406
	Iteration 39Q: 3 clusters Score -6057982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -6058004.000000 Penalty: 5284.691406
	Iteration 40F: 3 clusters Score -6058004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -6058008.500000 Penalty: 5284.691406
	Iteration 41Q: 3 clusters Score -6058008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -6058016.000000 Penalty: 5284.691406
	Iteration 42Q: 3 clusters Score -6058016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -6058024.000000 Penalty: 5284.691406
	Iteration 43Q: 3 clusters Score -6058024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -6058038.000000 Penalty: 5284.691406
	Iteration 44Q: 3 clusters Score -6058038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -6058041.000000 Penalty: 5284.691406
	Iteration 45Q: 3 clusters Score -6058041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -6058039.500000 Penalty: 5284.691406
	Iteration 46Q: 3 clusters Score -6058040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -6058041.000000 Penalty: 5284.691406
	Iteration 47Q: 3 clusters Score -6058041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -6058041.000000 Penalty: 5284.691406
	Iteration 48F: 3 clusters Score -6058041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -47267.968750 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -47267.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45883.765625 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -45883.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46016.976562 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -46016.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46107.453125 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -46107.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46167.902344 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -46167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46209.949219 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -46209.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46224.742188 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -46224.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46234.933594 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -46234.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46239.906250 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -46239.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46243.308594 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -46243.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46243.929688 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -46243.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46243.929688 Penalty: 2935.771240
	Iteration 10F: 3 clusters Score -46243.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Entering Unmasked Estep 
Score: -1866747.125000 Penalty: 2349.878662
	Iteration 0F: 2 clusters Score -1866747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1857051.500000 Penalty: 4699.757324
	Iteration 0F: 3 clusters Score -1857052 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1859956.625000 Penalty: 4699.757324
	Iteration 1F: 3 clusters Score -1859957 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1860253.500000 Penalty: 4699.757324
	Iteration 2F: 3 clusters Score -1860254 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1860455.125000 Penalty: 4699.757324
	Iteration 3Q: 3 clusters Score -1860455 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1860613.250000 Penalty: 4699.757324
	Iteration 4Q: 3 clusters Score -1860613 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1860730.500000 Penalty: 4699.757324
	Iteration 5Q: 3 clusters Score -1860730 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1860810.375000 Penalty: 4699.757324
	Iteration 6Q: 3 clusters Score -1860810 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1860872.250000 Penalty: 4699.757324
	Iteration 7Q: 3 clusters Score -1860872 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1860925.000000 Penalty: 4699.757324
	Iteration 8Q: 3 clusters Score -1860925 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1860963.750000 Penalty: 4699.757324
	Iteration 9Q: 3 clusters Score -1860964 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1860999.625000 Penalty: 4699.757324
	Iteration 10Q: 3 clusters Score -1861000 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1861037.750000 Penalty: 4699.757324
	Iteration 11Q: 3 clusters Score -1861038 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1861084.750000 Penalty: 4699.757324
	Iteration 12Q: 3 clusters Score -1861085 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1861134.625000 Penalty: 4699.757324
	Iteration 13Q: 3 clusters Score -1861135 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1861189.125000 Penalty: 4699.757324
	Iteration 14Q: 3 clusters Score -1861189 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1861253.125000 Penalty: 4699.757324
	Iteration 15Q: 3 clusters Score -1861253 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1861338.000000 Penalty: 4699.757324
	Iteration 16Q: 3 clusters Score -1861338 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1861445.875000 Penalty: 4699.757324
	Iteration 17Q: 3 clusters Score -1861446 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1861582.250000 Penalty: 4699.757324
	Iteration 18Q: 3 clusters Score -1861582 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1861752.500000 Penalty: 4699.757324
	Iteration 19Q: 3 clusters Score -1861752 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1861986.250000 Penalty: 4699.757324
	Iteration 20F: 3 clusters Score -1861986 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1862280.375000 Penalty: 4699.757324
	Iteration 21Q: 3 clusters Score -1862280 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1862600.750000 Penalty: 4699.757324
	Iteration 22Q: 3 clusters Score -1862601 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1862959.000000 Penalty: 4699.757324
	Iteration 23Q: 3 clusters Score -1862959 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1863284.375000 Penalty: 4699.757324
	Iteration 24Q: 3 clusters Score -1863284 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1863510.125000 Penalty: 4699.757324
	Iteration 25Q: 3 clusters Score -1863510 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1863693.375000 Penalty: 4699.757324
	Iteration 26Q: 3 clusters Score -1863693 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1863850.250000 Penalty: 4699.757324
	Iteration 27Q: 3 clusters Score -1863850 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1863962.500000 Penalty: 4699.757324
	Iteration 28Q: 3 clusters Score -1863962 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1864065.500000 Penalty: 4699.757324
	Iteration 29Q: 3 clusters Score -1864066 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1864134.250000 Penalty: 4699.757324
	Iteration 30Q: 3 clusters Score -1864134 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1864198.500000 Penalty: 4699.757324
	Iteration 31Q: 3 clusters Score -1864198 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1864248.875000 Penalty: 4699.757324
	Iteration 32Q: 3 clusters Score -1864249 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1864301.625000 Penalty: 4699.757324
	Iteration 33Q: 3 clusters Score -1864302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1864341.625000 Penalty: 4699.757324
	Iteration 34Q: 3 clusters Score -1864342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1864372.375000 Penalty: 4699.757324
	Iteration 35Q: 3 clusters Score -1864372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1864398.625000 Penalty: 4699.757324
	Iteration 36Q: 3 clusters Score -1864399 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1864421.750000 Penalty: 4699.757324
	Iteration 37Q: 3 clusters Score -1864422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1864438.375000 Penalty: 4699.757324
	Iteration 38Q: 3 clusters Score -1864438 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1864469.250000 Penalty: 4699.757324
	Iteration 39Q: 3 clusters Score -1864469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1864479.125000 Penalty: 4699.757324
	Iteration 40F: 3 clusters Score -1864479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1864491.125000 Penalty: 4699.757324
	Iteration 41Q: 3 clusters Score -1864491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1864506.125000 Penalty: 4699.757324
	Iteration 42Q: 3 clusters Score -1864506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1864510.375000 Penalty: 4699.757324
	Iteration 43Q: 3 clusters Score -1864510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1864521.250000 Penalty: 4699.757324
	Iteration 44Q: 3 clusters Score -1864521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1864531.000000 Penalty: 4699.757324
	Iteration 45Q: 3 clusters Score -1864531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1864538.500000 Penalty: 4699.757324
	Iteration 46Q: 3 clusters Score -1864538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1864541.875000 Penalty: 4699.757324
	Iteration 47Q: 3 clusters Score -1864542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1864552.000000 Penalty: 4699.757324
	Iteration 48Q: 3 clusters Score -1864552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1864565.625000 Penalty: 4699.757324
	Iteration 49Q: 3 clusters Score -1864566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1864570.625000 Penalty: 4699.757324
	Iteration 50Q: 3 clusters Score -1864571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1864582.625000 Penalty: 4699.757324
	Iteration 51Q: 3 clusters Score -1864583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1864586.375000 Penalty: 4699.757324
	Iteration 52Q: 3 clusters Score -1864586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1864594.000000 Penalty: 4699.757324
	Iteration 53Q: 3 clusters Score -1864594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1864600.125000 Penalty: 4699.757324
	Iteration 54Q: 3 clusters Score -1864600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1864605.750000 Penalty: 4699.757324
	Iteration 55Q: 3 clusters Score -1864606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1864608.625000 Penalty: 4699.757324
	Iteration 56Q: 3 clusters Score -1864609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1864616.875000 Penalty: 4699.757324
	Iteration 57Q: 3 clusters Score -1864617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1864622.000000 Penalty: 4699.757324
	Iteration 58Q: 3 clusters Score -1864622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1864632.500000 Penalty: 4699.757324
	Iteration 59Q: 3 clusters Score -1864632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1864643.250000 Penalty: 4699.757324
	Iteration 60F: 3 clusters Score -1864643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1864648.375000 Penalty: 4699.757324
	Iteration 61Q: 3 clusters Score -1864648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1864654.875000 Penalty: 4699.757324
	Iteration 62Q: 3 clusters Score -1864655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1864665.125000 Penalty: 4699.757324
	Iteration 63Q: 3 clusters Score -1864665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1864679.000000 Penalty: 4699.757324
	Iteration 64Q: 3 clusters Score -1864679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1864683.500000 Penalty: 4699.757324
	Iteration 65Q: 3 clusters Score -1864684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1864688.125000 Penalty: 4699.757324
	Iteration 66Q: 3 clusters Score -1864688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1864694.250000 Penalty: 4699.757324
	Iteration 67Q: 3 clusters Score -1864694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1864699.500000 Penalty: 4699.757324
	Iteration 68Q: 3 clusters Score -1864700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1864704.625000 Penalty: 4699.757324
	Iteration 69Q: 3 clusters Score -1864705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1864707.750000 Penalty: 4699.757324
	Iteration 70Q: 3 clusters Score -1864708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1864710.000000 Penalty: 4699.757324
	Iteration 71Q: 3 clusters Score -1864710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1864707.125000 Penalty: 4699.757324
	Iteration 72Q: 3 clusters Score -1864707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1864709.750000 Penalty: 4699.757324
	Iteration 73Q: 3 clusters Score -1864710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1864713.625000 Penalty: 4699.757324
	Iteration 74Q: 3 clusters Score -1864714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1864714.125000 Penalty: 4699.757324
	Iteration 75Q: 3 clusters Score -1864714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1864714.125000 Penalty: 4699.757324
	Iteration 76F: 3 clusters Score -1864714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (105820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105820 members 
Entering Unmasked Estep 
Score: -15092200.000000 Penalty: 2869.234863
	Iteration 0F: 2 clusters Score -1.50922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -15023568.000000 Penalty: 5738.469727
	Iteration 0F: 3 clusters Score -1.502357e+07 nChanged 49974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -15052530.000000 Penalty: 5738.469727
	Iteration 1F: 3 clusters Score -1.505253e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -15054441.000000 Penalty: 5738.469727
	Iteration 2Q: 3 clusters Score -1.505444e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -15057732.000000 Penalty: 5738.469727
	Iteration 3F: 3 clusters Score -1.505773e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -15064076.000000 Penalty: 5738.469727
	Iteration 4F: 3 clusters Score -1.506408e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -15073001.000000 Penalty: 5738.469727
	Iteration 5F: 3 clusters Score -1.5073e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
Score: -15081400.000000 Penalty: 5738.469727
	Iteration 6F: 3 clusters Score -1.50814e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 97101 members 
Entering Unmasked Estep 
Score: -15087032.000000 Penalty: 5738.469727
	Iteration 7F: 3 clusters Score -1.508703e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 99274 members 
Entering Unmasked Estep 
Score: -15089715.000000 Penalty: 5738.469727
	Iteration 8Q: 3 clusters Score -1.508972e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 100022 members 
Entering Unmasked Estep 
Score: -15090575.000000 Penalty: 5738.469727
	Iteration 9Q: 3 clusters Score -1.509058e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -15090872.000000 Penalty: 5738.469727
	Iteration 10Q: 3 clusters Score -1.509087e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -15090909.000000 Penalty: 5738.469727
	Iteration 11Q: 3 clusters Score -1.509091e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -15090941.000000 Penalty: 5738.469727
	Iteration 12Q: 3 clusters Score -1.509094e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -15090936.000000 Penalty: 5738.469727
	Iteration 13Q: 3 clusters Score -1.509094e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 101418 members 
Entering Unmasked Estep 
Score: -15090991.000000 Penalty: 5738.469727
	Iteration 14Q: 3 clusters Score -1.509099e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 101554 members 
Entering Unmasked Estep 
Score: -15090977.000000 Penalty: 5738.469727
	Iteration 15Q: 3 clusters Score -1.509098e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 101671 members 
Entering Unmasked Estep 
Score: -15090947.000000 Penalty: 5738.469727
	Iteration 16Q: 3 clusters Score -1.509095e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 101762 members 
Entering Unmasked Estep 
Score: -15090917.000000 Penalty: 5738.469727
	Iteration 17Q: 3 clusters Score -1.509092e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 101865 members 
Entering Unmasked Estep 
Score: -15090936.000000 Penalty: 5738.469727
	Iteration 18Q: 3 clusters Score -1.509094e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 101966 members 
Entering Unmasked Estep 
Score: -15090927.000000 Penalty: 5738.469727
	Iteration 19Q: 3 clusters Score -1.509093e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 102052 members 
Entering Unmasked Estep 
Score: -15090946.000000 Penalty: 5738.469727
	Iteration 20F: 3 clusters Score -1.509095e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 102134 members 
Entering Unmasked Estep 
Score: -15090952.000000 Penalty: 5738.469727
	Iteration 21Q: 3 clusters Score -1.509095e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 102200 members 
Entering Unmasked Estep 
Score: -15090958.000000 Penalty: 5738.469727
	Iteration 22Q: 3 clusters Score -1.509096e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 102259 members 
Entering Unmasked Estep 
Score: -15090996.000000 Penalty: 5738.469727
	Iteration 23Q: 3 clusters Score -1.5091e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 102314 members 
Entering Unmasked Estep 
Score: -15090993.000000 Penalty: 5738.469727
	Iteration 24Q: 3 clusters Score -1.509099e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 102363 members 
Entering Unmasked Estep 
Score: -15090996.000000 Penalty: 5738.469727
	Iteration 25Q: 3 clusters Score -1.5091e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 102412 members 
Entering Unmasked Estep 
Score: -15090972.000000 Penalty: 5738.469727
	Iteration 26Q: 3 clusters Score -1.509097e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
Score: -15090989.000000 Penalty: 5738.469727
	Iteration 27Q: 3 clusters Score -1.509099e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -15090990.000000 Penalty: 5738.469727
	Iteration 28Q: 3 clusters Score -1.509099e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 102529 members 
Entering Unmasked Estep 
Score: -15090991.000000 Penalty: 5738.469727
	Iteration 29Q: 3 clusters Score -1.509099e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 102560 members 
Entering Unmasked Estep 
Score: -15090979.000000 Penalty: 5738.469727
	Iteration 30Q: 3 clusters Score -1.509098e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 102590 members 
Entering Unmasked Estep 
Score: -15090950.000000 Penalty: 5738.469727
	Iteration 31Q: 3 clusters Score -1.509095e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 102619 members 
Entering Unmasked Estep 
Score: -15090957.000000 Penalty: 5738.469727
	Iteration 32Q: 3 clusters Score -1.509096e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 102649 members 
Entering Unmasked Estep 
Score: -15090942.000000 Penalty: 5738.469727
	Iteration 33Q: 3 clusters Score -1.509094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 102677 members 
Entering Unmasked Estep 
Score: -15090929.000000 Penalty: 5738.469727
	Iteration 34Q: 3 clusters Score -1.509093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 102698 members 
Entering Unmasked Estep 
Score: -15090933.000000 Penalty: 5738.469727
	Iteration 35Q: 3 clusters Score -1.509093e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 102719 members 
Entering Unmasked Estep 
Score: -15090940.000000 Penalty: 5738.469727
	Iteration 36Q: 3 clusters Score -1.509094e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 102748 members 
Entering Unmasked Estep 
Score: -15090946.000000 Penalty: 5738.469727
	Iteration 37Q: 3 clusters Score -1.509095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 102772 members 
Entering Unmasked Estep 
Score: -15090941.000000 Penalty: 5738.469727
	Iteration 38Q: 3 clusters Score -1.509094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 102797 members 
Entering Unmasked Estep 
Score: -15090951.000000 Penalty: 5738.469727
	Iteration 39Q: 3 clusters Score -1.509095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -15090939.000000 Penalty: 5738.469727
	Iteration 40F: 3 clusters Score -1.509094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 102828 members 
Entering Unmasked Estep 
Score: -15090951.000000 Penalty: 5738.469727
	Iteration 41Q: 3 clusters Score -1.509095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 102846 members 
Entering Unmasked Estep 
Score: -15090936.000000 Penalty: 5738.469727
	Iteration 42Q: 3 clusters Score -1.509094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 102868 members 
Entering Unmasked Estep 
Score: -15090938.000000 Penalty: 5738.469727
	Iteration 43Q: 3 clusters Score -1.509094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 102883 members 
Entering Unmasked Estep 
Score: -15090923.000000 Penalty: 5738.469727
	Iteration 44Q: 3 clusters Score -1.509092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 102906 members 
Entering Unmasked Estep 
Score: -15090928.000000 Penalty: 5738.469727
	Iteration 45Q: 3 clusters Score -1.509093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 102917 members 
Entering Unmasked Estep 
Score: -15090927.000000 Penalty: 5738.469727
	Iteration 46Q: 3 clusters Score -1.509093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -15090921.000000 Penalty: 5738.469727
	Iteration 47Q: 3 clusters Score -1.509092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -15090925.000000 Penalty: 5738.469727
	Iteration 48Q: 3 clusters Score -1.509092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 102948 members 
Entering Unmasked Estep 
Score: -15090919.000000 Penalty: 5738.469727
	Iteration 49Q: 3 clusters Score -1.509092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 102955 members 
Entering Unmasked Estep 
Score: -15090922.000000 Penalty: 5738.469727
	Iteration 50Q: 3 clusters Score -1.509092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 102963 members 
Entering Unmasked Estep 
Score: -15090910.000000 Penalty: 5738.469727
	Iteration 51Q: 3 clusters Score -1.509091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 102973 members 
Entering Unmasked Estep 
Score: -15090923.000000 Penalty: 5738.469727
	Iteration 52Q: 3 clusters Score -1.509092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 102985 members 
Entering Unmasked Estep 
Score: -15090919.000000 Penalty: 5738.469727
	Iteration 53Q: 3 clusters Score -1.509092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 103002 members 
Entering Unmasked Estep 
Score: -15090918.000000 Penalty: 5738.469727
	Iteration 54Q: 3 clusters Score -1.509092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 103012 members 
Entering Unmasked Estep 
Score: -15090921.000000 Penalty: 5738.469727
	Iteration 55Q: 3 clusters Score -1.509092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -15090923.000000 Penalty: 5738.469727
	Iteration 56Q: 3 clusters Score -1.509092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 103040 members 
Entering Unmasked Estep 
Score: -15090936.000000 Penalty: 5738.469727
	Iteration 57Q: 3 clusters Score -1.509094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 103050 members 
Entering Unmasked Estep 
Score: -15090929.000000 Penalty: 5738.469727
	Iteration 58Q: 3 clusters Score -1.509093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 103060 members 
Entering Unmasked Estep 
Score: -15090934.000000 Penalty: 5738.469727
	Iteration 59Q: 3 clusters Score -1.509093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 103072 members 
Entering Unmasked Estep 
Score: -15090927.000000 Penalty: 5738.469727
	Iteration 60F: 3 clusters Score -1.509093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -15090931.000000 Penalty: 5738.469727
	Iteration 61Q: 3 clusters Score -1.509093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -15090932.000000 Penalty: 5738.469727
	Iteration 62Q: 3 clusters Score -1.509093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 103093 members 
Entering Unmasked Estep 
Score: -15090935.000000 Penalty: 5738.469727
	Iteration 63Q: 3 clusters Score -1.509094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 103099 members 
Entering Unmasked Estep 
Score: -15090938.000000 Penalty: 5738.469727
	Iteration 64Q: 3 clusters Score -1.509094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 103104 members 
Entering Unmasked Estep 
Score: -15090936.000000 Penalty: 5738.469727
	Iteration 65Q: 3 clusters Score -1.509094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 103112 members 
Entering Unmasked Estep 
Score: -15090927.000000 Penalty: 5738.469727
	Iteration 66Q: 3 clusters Score -1.509093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 103124 members 
Entering Unmasked Estep 
Score: -15090906.000000 Penalty: 5738.469727
	Iteration 67Q: 3 clusters Score -1.509091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 103129 members 
Entering Unmasked Estep 
Score: -15090914.000000 Penalty: 5738.469727
	Iteration 68Q: 3 clusters Score -1.509091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 103132 members 
Entering Unmasked Estep 
Score: -15090908.000000 Penalty: 5738.469727
	Iteration 69Q: 3 clusters Score -1.509091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 103136 members 
Entering Unmasked Estep 
Score: -15090909.000000 Penalty: 5738.469727
	Iteration 70Q: 3 clusters Score -1.509091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 103142 members 
Entering Unmasked Estep 
Score: -15090914.000000 Penalty: 5738.469727
	Iteration 71Q: 3 clusters Score -1.509091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 103145 members 
Entering Unmasked Estep 
Score: -15090916.000000 Penalty: 5738.469727
	Iteration 72Q: 3 clusters Score -1.509092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 103149 members 
Entering Unmasked Estep 
Score: -15090908.000000 Penalty: 5738.469727
	Iteration 73Q: 3 clusters Score -1.509091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 103152 members 
Entering Unmasked Estep 
Score: -15090919.000000 Penalty: 5738.469727
	Iteration 74Q: 3 clusters Score -1.509092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 103155 members 
Entering Unmasked Estep 
Score: -15090921.000000 Penalty: 5738.469727
	Iteration 75Q: 3 clusters Score -1.509092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 103159 members 
Entering Unmasked Estep 
Score: -15090917.000000 Penalty: 5738.469727
	Iteration 76Q: 3 clusters Score -1.509092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 103161 members 
Entering Unmasked Estep 
Score: -15090912.000000 Penalty: 5738.469727
	Iteration 77Q: 3 clusters Score -1.509091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 103164 members 
Entering Unmasked Estep 
Score: -15090911.000000 Penalty: 5738.469727
	Iteration 78Q: 3 clusters Score -1.509091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -15090903.000000 Penalty: 5738.469727
	Iteration 79Q: 3 clusters Score -1.50909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -15090903.000000 Penalty: 5738.469727
	Iteration 80F: 3 clusters Score -1.50909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Entering Unmasked Estep 
Score: -4696628.500000 Penalty: 2579.066895
	Iteration 0F: 2 clusters Score -4696628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -4674277.500000 Penalty: 5158.133789
	Iteration 0F: 3 clusters Score -4674278 nChanged 14860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4682304.000000 Penalty: 5158.133789
	Iteration 1F: 3 clusters Score -4682304 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -4682811.500000 Penalty: 5158.133789
	Iteration 2Q: 3 clusters Score -4682812 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -4683235.000000 Penalty: 5158.133789
	Iteration 3Q: 3 clusters Score -4683235 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4683732.000000 Penalty: 5158.133789
	Iteration 4Q: 3 clusters Score -4683732 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4684300.500000 Penalty: 5158.133789
	Iteration 5Q: 3 clusters Score -4684300 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4685049.500000 Penalty: 5158.133789
	Iteration 6Q: 3 clusters Score -4685050 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -4685966.000000 Penalty: 5158.133789
	Iteration 7Q: 3 clusters Score -4685966 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -4687185.000000 Penalty: 5158.133789
	Iteration 8F: 3 clusters Score -4687185 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -4688569.500000 Penalty: 5158.133789
	Iteration 9F: 3 clusters Score -4688570 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -4689962.000000 Penalty: 5158.133789
	Iteration 10F: 3 clusters Score -4689962 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -4691134.500000 Penalty: 5158.133789
	Iteration 11Q: 3 clusters Score -4691134 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -4691938.500000 Penalty: 5158.133789
	Iteration 12Q: 3 clusters Score -4691938 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4692543.000000 Penalty: 5158.133789
	Iteration 13Q: 3 clusters Score -4692543 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -4692975.500000 Penalty: 5158.133789
	Iteration 14Q: 3 clusters Score -4692976 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -4693297.500000 Penalty: 5158.133789
	Iteration 15Q: 3 clusters Score -4693298 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4693562.000000 Penalty: 5158.133789
	Iteration 16Q: 3 clusters Score -4693562 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4693735.000000 Penalty: 5158.133789
	Iteration 17Q: 3 clusters Score -4693735 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -4693880.000000 Penalty: 5158.133789
	Iteration 18Q: 3 clusters Score -4693880 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -4694004.000000 Penalty: 5158.133789
	Iteration 19Q: 3 clusters Score -4694004 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4694101.500000 Penalty: 5158.133789
	Iteration 20F: 3 clusters Score -4694102 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4694151.500000 Penalty: 5158.133789
	Iteration 21Q: 3 clusters Score -4694152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -4694192.000000 Penalty: 5158.133789
	Iteration 22Q: 3 clusters Score -4694192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4694228.500000 Penalty: 5158.133789
	Iteration 23Q: 3 clusters Score -4694228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4694253.000000 Penalty: 5158.133789
	Iteration 24Q: 3 clusters Score -4694253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -4694264.500000 Penalty: 5158.133789
	Iteration 25Q: 3 clusters Score -4694264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -4694289.000000 Penalty: 5158.133789
	Iteration 26Q: 3 clusters Score -4694289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4694295.000000 Penalty: 5158.133789
	Iteration 27Q: 3 clusters Score -4694295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4694305.500000 Penalty: 5158.133789
	Iteration 28Q: 3 clusters Score -4694306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4694313.000000 Penalty: 5158.133789
	Iteration 29Q: 3 clusters Score -4694313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4694320.000000 Penalty: 5158.133789
	Iteration 30Q: 3 clusters Score -4694320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4694331.000000 Penalty: 5158.133789
	Iteration 31Q: 3 clusters Score -4694331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4694339.500000 Penalty: 5158.133789
	Iteration 32Q: 3 clusters Score -4694340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4694344.500000 Penalty: 5158.133789
	Iteration 33Q: 3 clusters Score -4694344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4694343.500000 Penalty: 5158.133789
	Iteration 34Q: 3 clusters Score -4694344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4694351.500000 Penalty: 5158.133789
	Iteration 35Q: 3 clusters Score -4694352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -4694345.500000 Penalty: 5158.133789
	Iteration 36Q: 3 clusters Score -4694346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4694352.000000 Penalty: 5158.133789
	Iteration 37Q: 3 clusters Score -4694352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -4694349.000000 Penalty: 5158.133789
	Iteration 38Q: 3 clusters Score -4694349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4694351.000000 Penalty: 5158.133789
	Iteration 39Q: 3 clusters Score -4694351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4694351.000000 Penalty: 5158.133789
	Iteration 40F: 3 clusters Score -4694351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Entering Unmasked Estep 
Score: -5795241.500000 Penalty: 2640.401611
	Iteration 0F: 2 clusters Score -5795242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -5766687.000000 Penalty: 5280.803223
	Iteration 0F: 3 clusters Score -5766687 nChanged 19361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -5777360.500000 Penalty: 5280.803223
	Iteration 1F: 3 clusters Score -5777360 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -5777900.000000 Penalty: 5280.803223
	Iteration 2Q: 3 clusters Score -5777900 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -5778411.000000 Penalty: 5280.803223
	Iteration 3Q: 3 clusters Score -5778411 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -5778987.000000 Penalty: 5280.803223
	Iteration 4Q: 3 clusters Score -5778987 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -5779705.000000 Penalty: 5280.803223
	Iteration 5Q: 3 clusters Score -5779705 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -5780589.000000 Penalty: 5280.803223
	Iteration 6Q: 3 clusters Score -5780589 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -5781583.500000 Penalty: 5280.803223
	Iteration 7Q: 3 clusters Score -5781584 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -5782793.000000 Penalty: 5280.803223
	Iteration 8Q: 3 clusters Score -5782793 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -5784054.500000 Penalty: 5280.803223
	Iteration 9F: 3 clusters Score -5784054 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -5785674.500000 Penalty: 5280.803223
	Iteration 10F: 3 clusters Score -5785674 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -5787764.000000 Penalty: 5280.803223
	Iteration 11Q: 3 clusters Score -5787764 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -5789954.000000 Penalty: 5280.803223
	Iteration 12Q: 3 clusters Score -5789954 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -5791331.500000 Penalty: 5280.803223
	Iteration 13Q: 3 clusters Score -5791332 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -5792072.500000 Penalty: 5280.803223
	Iteration 14Q: 3 clusters Score -5792072 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -5792560.000000 Penalty: 5280.803223
	Iteration 15Q: 3 clusters Score -5792560 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -5792835.500000 Penalty: 5280.803223
	Iteration 16Q: 3 clusters Score -5792836 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -5793005.500000 Penalty: 5280.803223
	Iteration 17Q: 3 clusters Score -5793006 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -5793145.500000 Penalty: 5280.803223
	Iteration 18Q: 3 clusters Score -5793146 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -5793273.000000 Penalty: 5280.803223
	Iteration 19Q: 3 clusters Score -5793273 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -5793362.500000 Penalty: 5280.803223
	Iteration 20F: 3 clusters Score -5793362 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -5793451.000000 Penalty: 5280.803223
	Iteration 21Q: 3 clusters Score -5793451 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -5793501.500000 Penalty: 5280.803223
	Iteration 22Q: 3 clusters Score -5793502 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -5793537.500000 Penalty: 5280.803223
	Iteration 23Q: 3 clusters Score -5793538 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -5793578.000000 Penalty: 5280.803223
	Iteration 24Q: 3 clusters Score -5793578 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -5793612.500000 Penalty: 5280.803223
	Iteration 25Q: 3 clusters Score -5793612 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -5793620.500000 Penalty: 5280.803223
	Iteration 26Q: 3 clusters Score -5793620 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -5793629.500000 Penalty: 5280.803223
	Iteration 27Q: 3 clusters Score -5793630 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -5793632.500000 Penalty: 5280.803223
	Iteration 28Q: 3 clusters Score -5793632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5793670.000000 Penalty: 5280.803223
	Iteration 29Q: 3 clusters Score -5793670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5793663.000000 Penalty: 5280.803223
	Iteration 30Q: 3 clusters Score -5793663 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -5793680.000000 Penalty: 5280.803223
	Iteration 31Q: 3 clusters Score -5793680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -5793685.500000 Penalty: 5280.803223
	Iteration 32Q: 3 clusters Score -5793686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -5793696.000000 Penalty: 5280.803223
	Iteration 33Q: 3 clusters Score -5793696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5793688.500000 Penalty: 5280.803223
	Iteration 34Q: 3 clusters Score -5793688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -5793710.000000 Penalty: 5280.803223
	Iteration 35Q: 3 clusters Score -5793710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -5793711.000000 Penalty: 5280.803223
	Iteration 36Q: 3 clusters Score -5793711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -5793729.500000 Penalty: 5280.803223
	Iteration 37Q: 3 clusters Score -5793730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -5793733.000000 Penalty: 5280.803223
	Iteration 38Q: 3 clusters Score -5793733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -5793732.500000 Penalty: 5280.803223
	Iteration 39Q: 3 clusters Score -5793732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -5793730.000000 Penalty: 5280.803223
	Iteration 40F: 3 clusters Score -5793730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -5793736.000000 Penalty: 5280.803223
	Iteration 41Q: 3 clusters Score -5793736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5793730.500000 Penalty: 5280.803223
	Iteration 42Q: 3 clusters Score -5793730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5793737.000000 Penalty: 5280.803223
	Iteration 43Q: 3 clusters Score -5793737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5793725.000000 Penalty: 5280.803223
	Iteration 44Q: 3 clusters Score -5793725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5793729.000000 Penalty: 5280.803223
	Iteration 45Q: 3 clusters Score -5793729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5793735.500000 Penalty: 5280.803223
	Iteration 46Q: 3 clusters Score -5793736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5793746.500000 Penalty: 5280.803223
	Iteration 47Q: 3 clusters Score -5793746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5793737.500000 Penalty: 5280.803223
	Iteration 48Q: 3 clusters Score -5793738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5793735.000000 Penalty: 5280.803223
	Iteration 49Q: 3 clusters Score -5793735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5793744.000000 Penalty: 5280.803223
	Iteration 50Q: 3 clusters Score -5793744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -5793749.500000 Penalty: 5280.803223
	Iteration 51Q: 3 clusters Score -5793750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5793743.000000 Penalty: 5280.803223
	Iteration 52Q: 3 clusters Score -5793743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -5793750.000000 Penalty: 5280.803223
	Iteration 53Q: 3 clusters Score -5793750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -5793749.500000 Penalty: 5280.803223
	Iteration 54Q: 3 clusters Score -5793750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -5793752.500000 Penalty: 5280.803223
	Iteration 55Q: 3 clusters Score -5793752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5793756.500000 Penalty: 5280.803223
	Iteration 56Q: 3 clusters Score -5793756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5793760.000000 Penalty: 5280.803223
	Iteration 57Q: 3 clusters Score -5793760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -5793760.000000 Penalty: 5280.803223
	Iteration 58Q: 3 clusters Score -5793760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5793756.000000 Penalty: 5280.803223
	Iteration 59Q: 3 clusters Score -5793756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -5793762.000000 Penalty: 5280.803223
	Iteration 60F: 3 clusters Score -5793762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5793764.500000 Penalty: 5280.803223
	Iteration 61Q: 3 clusters Score -5793764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5793778.500000 Penalty: 5280.803223
	Iteration 62Q: 3 clusters Score -5793778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5793774.500000 Penalty: 5280.803223
	Iteration 63Q: 3 clusters Score -5793774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5793771.500000 Penalty: 5280.803223
	Iteration 64Q: 3 clusters Score -5793772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5793769.000000 Penalty: 5280.803223
	Iteration 65Q: 3 clusters Score -5793769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5793763.500000 Penalty: 5280.803223
	Iteration 66Q: 3 clusters Score -5793764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -5793761.500000 Penalty: 5280.803223
	Iteration 67Q: 3 clusters Score -5793762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -5793769.500000 Penalty: 5280.803223
	Iteration 68Q: 3 clusters Score -5793770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5793776.500000 Penalty: 5280.803223
	Iteration 69Q: 3 clusters Score -5793776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5793775.500000 Penalty: 5280.803223
	Iteration 70Q: 3 clusters Score -5793776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5793767.000000 Penalty: 5280.803223
	Iteration 71Q: 3 clusters Score -5793767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -5793783.000000 Penalty: 5280.803223
	Iteration 72Q: 3 clusters Score -5793783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5793779.500000 Penalty: 5280.803223
	Iteration 73Q: 3 clusters Score -5793780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -5793776.500000 Penalty: 5280.803223
	Iteration 74Q: 3 clusters Score -5793776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5793777.500000 Penalty: 5280.803223
	Iteration 75Q: 3 clusters Score -5793778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5793782.000000 Penalty: 5280.803223
	Iteration 76Q: 3 clusters Score -5793782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5793779.000000 Penalty: 5280.803223
	Iteration 77Q: 3 clusters Score -5793779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5793784.000000 Penalty: 5280.803223
	Iteration 78Q: 3 clusters Score -5793784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5793797.000000 Penalty: 5280.803223
	Iteration 79Q: 3 clusters Score -5793797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5793787.000000 Penalty: 5280.803223
	Iteration 80F: 3 clusters Score -5793787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5793791.500000 Penalty: 5280.803223
	Iteration 81Q: 3 clusters Score -5793792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5793790.000000 Penalty: 5280.803223
	Iteration 82Q: 3 clusters Score -5793790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5793790.500000 Penalty: 5280.803223
	Iteration 83Q: 3 clusters Score -5793790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5793790.000000 Penalty: 5280.803223
	Iteration 84Q: 3 clusters Score -5793790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -5793785.500000 Penalty: 5280.803223
	Iteration 85Q: 3 clusters Score -5793786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5793787.500000 Penalty: 5280.803223
	Iteration 86Q: 3 clusters Score -5793788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5793786.500000 Penalty: 5280.803223
	Iteration 87Q: 3 clusters Score -5793786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -5793784.500000 Penalty: 5280.803223
	Iteration 88Q: 3 clusters Score -5793784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5793782.000000 Penalty: 5280.803223
	Iteration 89Q: 3 clusters Score -5793782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5793782.000000 Penalty: 5280.803223
	Iteration 90F: 3 clusters Score -5793782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -77802.765625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -77802.77 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 301 members 
Entering Unmasked Estep 
Score: -76176.179688 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -76176.18 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76339.328125 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -76339.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76401.601562 Penalty: 3193.125000
	Iteration 2Q: 3 clusters Score -76401.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76448.835938 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -76448.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76466.601562 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -76466.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76479.312500 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -76479.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76492.406250 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -76492.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76505.390625 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -76505.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76516.195312 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -76516.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76525.546875 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -76525.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76538.656250 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -76538.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76547.960938 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -76547.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76559.796875 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -76559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76577.468750 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -76577.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76600.500000 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -76600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76605.812500 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -76605.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76617.132812 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -76617.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76624.023438 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -76624.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76637.437500 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -76637.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76655.359375 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -76655.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76670.398438 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -76670.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76684.906250 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -76684.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76694.812500 Penalty: 3193.125000
	Iteration 22Q: 3 clusters Score -76694.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76699.093750 Penalty: 3193.125000
	Iteration 23Q: 3 clusters Score -76699.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76702.539062 Penalty: 3193.125000
	Iteration 24Q: 3 clusters Score -76702.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76709.671875 Penalty: 3193.125000
	Iteration 25Q: 3 clusters Score -76709.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76719.429688 Penalty: 3193.125000
	Iteration 26Q: 3 clusters Score -76719.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76726.054688 Penalty: 3193.125000
	Iteration 27Q: 3 clusters Score -76726.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76730.796875 Penalty: 3193.125000
	Iteration 28Q: 3 clusters Score -76730.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76739.859375 Penalty: 3193.125000
	Iteration 29Q: 3 clusters Score -76739.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76753.554688 Penalty: 3193.125000
	Iteration 30Q: 3 clusters Score -76753.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76767.632812 Penalty: 3193.125000
	Iteration 31Q: 3 clusters Score -76767.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76770.468750 Penalty: 3193.125000
	Iteration 32Q: 3 clusters Score -76770.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76776.992188 Penalty: 3193.125000
	Iteration 33Q: 3 clusters Score -76776.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76786.609375 Penalty: 3193.125000
	Iteration 34Q: 3 clusters Score -76786.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76802.367188 Penalty: 3193.125000
	Iteration 35Q: 3 clusters Score -76802.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76811.476562 Penalty: 3193.125000
	Iteration 36Q: 3 clusters Score -76811.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76818.992188 Penalty: 3193.125000
	Iteration 37Q: 3 clusters Score -76818.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76828.445312 Penalty: 3193.125000
	Iteration 38Q: 3 clusters Score -76828.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76833.140625 Penalty: 3193.125000
	Iteration 39Q: 3 clusters Score -76833.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76842.820312 Penalty: 3193.125000
	Iteration 40F: 3 clusters Score -76842.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76848.500000 Penalty: 3193.125000
	Iteration 41Q: 3 clusters Score -76848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76851.820312 Penalty: 3193.125000
	Iteration 42Q: 3 clusters Score -76851.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76852.976562 Penalty: 3193.125000
	Iteration 43Q: 3 clusters Score -76852.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76852.976562 Penalty: 3193.125000
	Iteration 44F: 3 clusters Score -76852.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -31252.373047 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -31252.37 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 141 members 
Entering Unmasked Estep 
Score: -30005.310547 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -30005.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30129.615234 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -30129.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30163.878906 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -30163.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30193.855469 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -30193.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30212.460938 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -30212.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30235.261719 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -30235.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30242.574219 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -30242.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30259.210938 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -30259.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30270.982422 Penalty: 2765.670898
	Iteration 8Q: 3 clusters Score -30270.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30274.548828 Penalty: 2765.670898
	Iteration 9Q: 3 clusters Score -30274.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30274.548828 Penalty: 2765.670898
	Iteration 10F: 3 clusters Score -30274.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83353 members 
Mstep: Class 4 contains 161979 members 
Mstep: Class 5 contains 60555 members 
Mstep: Class 6 contains 12911 members 
Mstep: Class 7 contains 36229 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113086 members 
Mstep: Class 11 contains 110876 members 
Mstep: Class 12 contains 42233 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159174 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26420 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42388 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 105820 members 
Mstep: Class 22 contains 32842 members 
Mstep: Class 23 contains 42057 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068784.000000 Penalty: 86006.992188
Iteration 239Q: 26 clusters Score -1.470688e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83355 members 
Mstep: Class 4 contains 161984 members 
Mstep: Class 5 contains 60551 members 
Mstep: Class 6 contains 12893 members 
Mstep: Class 7 contains 36229 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113066 members 
Mstep: Class 11 contains 110915 members 
Mstep: Class 12 contains 42237 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159190 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26420 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42388 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 105797 members 
Mstep: Class 22 contains 32842 members 
Mstep: Class 23 contains 42058 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068720.000000 Penalty: 86006.992188
Iteration 240F: 26 clusters Score -1.470687e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83351 members 
Mstep: Class 4 contains 161983 members 
Mstep: Class 5 contains 60551 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 36229 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113049 members 
Mstep: Class 11 contains 110963 members 
Mstep: Class 12 contains 42238 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159207 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26422 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42392 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 105772 members 
Mstep: Class 22 contains 32836 members 
Mstep: Class 23 contains 42057 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068768.000000 Penalty: 86006.992188
Iteration 241Q: 26 clusters Score -1.470688e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83358 members 
Mstep: Class 4 contains 161988 members 
Mstep: Class 5 contains 60546 members 
Mstep: Class 6 contains 12856 members 
Mstep: Class 7 contains 36232 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113043 members 
Mstep: Class 11 contains 111005 members 
Mstep: Class 12 contains 42236 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159205 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26429 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42395 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 105745 members 
Mstep: Class 22 contains 32831 members 
Mstep: Class 23 contains 42059 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068576.000000 Penalty: 86006.992188
Iteration 242Q: 26 clusters Score -1.470686e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83360 members 
Mstep: Class 4 contains 161999 members 
Mstep: Class 5 contains 60547 members 
Mstep: Class 6 contains 12825 members 
Mstep: Class 7 contains 36228 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113044 members 
Mstep: Class 11 contains 111057 members 
Mstep: Class 12 contains 42239 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159196 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26434 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42400 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 105708 members 
Mstep: Class 22 contains 32831 members 
Mstep: Class 23 contains 42060 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068848.000000 Penalty: 86006.992188
Iteration 243Q: 26 clusters Score -1.470688e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83368 members 
Mstep: Class 4 contains 162002 members 
Mstep: Class 5 contains 60549 members 
Mstep: Class 6 contains 12805 members 
Mstep: Class 7 contains 36230 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113025 members 
Mstep: Class 11 contains 111108 members 
Mstep: Class 12 contains 42243 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159196 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26433 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42403 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 105679 members 
Mstep: Class 22 contains 32826 members 
Mstep: Class 23 contains 42063 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068752.000000 Penalty: 86006.992188
Iteration 244Q: 26 clusters Score -1.470688e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83362 members 
Mstep: Class 4 contains 161989 members 
Mstep: Class 5 contains 60547 members 
Mstep: Class 6 contains 12784 members 
Mstep: Class 7 contains 36233 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113030 members 
Mstep: Class 11 contains 111164 members 
Mstep: Class 12 contains 42250 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159194 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26433 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42413 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 105646 members 
Mstep: Class 22 contains 32822 members 
Mstep: Class 23 contains 42064 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 245Q: 26 clusters Score -1.470688e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83358 members 
Mstep: Class 4 contains 161990 members 
Mstep: Class 5 contains 60543 members 
Mstep: Class 6 contains 12780 members 
Mstep: Class 7 contains 36232 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113027 members 
Mstep: Class 11 contains 111207 members 
Mstep: Class 12 contains 42254 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159185 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26437 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42419 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 105613 members 
Mstep: Class 22 contains 32824 members 
Mstep: Class 23 contains 42064 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068672.000000 Penalty: 86006.992188
Iteration 246Q: 26 clusters Score -1.470687e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83350 members 
Mstep: Class 4 contains 161988 members 
Mstep: Class 5 contains 60536 members 
Mstep: Class 6 contains 12779 members 
Mstep: Class 7 contains 36235 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 113016 members 
Mstep: Class 11 contains 111246 members 
Mstep: Class 12 contains 42255 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159189 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26442 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42420 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 105585 members 
Mstep: Class 22 contains 32828 members 
Mstep: Class 23 contains 42068 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068688.000000 Penalty: 86006.992188
Iteration 247Q: 26 clusters Score -1.470687e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83349 members 
Mstep: Class 4 contains 161987 members 
Mstep: Class 5 contains 60534 members 
Mstep: Class 6 contains 12780 members 
Mstep: Class 7 contains 36237 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112993 members 
Mstep: Class 11 contains 111291 members 
Mstep: Class 12 contains 42257 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159193 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26441 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42416 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 105562 members 
Mstep: Class 22 contains 32832 members 
Mstep: Class 23 contains 42068 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068704.000000 Penalty: 86006.992188
Iteration 248Q: 26 clusters Score -1.470687e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83358 members 
Mstep: Class 4 contains 161991 members 
Mstep: Class 5 contains 60535 members 
Mstep: Class 6 contains 12776 members 
Mstep: Class 7 contains 36234 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112968 members 
Mstep: Class 11 contains 111334 members 
Mstep: Class 12 contains 42259 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159191 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26438 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42415 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 105545 members 
Mstep: Class 22 contains 32831 members 
Mstep: Class 23 contains 42066 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068800.000000 Penalty: 86006.992188
Iteration 249Q: 26 clusters Score -1.470688e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83364 members 
Mstep: Class 4 contains 161996 members 
Mstep: Class 5 contains 60534 members 
Mstep: Class 6 contains 12771 members 
Mstep: Class 7 contains 36235 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112945 members 
Mstep: Class 11 contains 111379 members 
Mstep: Class 12 contains 42260 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159192 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26438 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42413 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 105520 members 
Mstep: Class 22 contains 32829 members 
Mstep: Class 23 contains 42065 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068880.000000 Penalty: 86006.992188
Iteration 250Q: 26 clusters Score -1.470689e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83372 members 
Mstep: Class 4 contains 161991 members 
Mstep: Class 5 contains 60532 members 
Mstep: Class 6 contains 12761 members 
Mstep: Class 7 contains 36234 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112929 members 
Mstep: Class 11 contains 111416 members 
Mstep: Class 12 contains 42263 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159195 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26435 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42413 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13028 members 
Mstep: Class 21 contains 105503 members 
Mstep: Class 22 contains 32834 members 
Mstep: Class 23 contains 42065 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069040.000000 Penalty: 86006.992188
Iteration 251Q: 26 clusters Score -1.47069e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83369 members 
Mstep: Class 4 contains 161995 members 
Mstep: Class 5 contains 60533 members 
Mstep: Class 6 contains 12751 members 
Mstep: Class 7 contains 36234 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112913 members 
Mstep: Class 11 contains 111450 members 
Mstep: Class 12 contains 42269 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159198 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26432 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42418 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13027 members 
Mstep: Class 21 contains 105482 members 
Mstep: Class 22 contains 32834 members 
Mstep: Class 23 contains 42066 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 252Q: 26 clusters Score -1.470689e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83371 members 
Mstep: Class 4 contains 162010 members 
Mstep: Class 5 contains 60535 members 
Mstep: Class 6 contains 12746 members 
Mstep: Class 7 contains 36230 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112888 members 
Mstep: Class 11 contains 111484 members 
Mstep: Class 12 contains 42269 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159195 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26432 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42421 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13027 members 
Mstep: Class 21 contains 105461 members 
Mstep: Class 22 contains 32836 members 
Mstep: Class 23 contains 42066 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068976.000000 Penalty: 86006.992188
Iteration 253Q: 26 clusters Score -1.47069e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83377 members 
Mstep: Class 4 contains 162016 members 
Mstep: Class 5 contains 60530 members 
Mstep: Class 6 contains 12748 members 
Mstep: Class 7 contains 36225 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112853 members 
Mstep: Class 11 contains 111518 members 
Mstep: Class 12 contains 42269 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159203 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26433 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42420 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13028 members 
Mstep: Class 21 contains 105442 members 
Mstep: Class 22 contains 32839 members 
Mstep: Class 23 contains 42070 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069168.000000 Penalty: 86006.992188
Iteration 254Q: 26 clusters Score -1.470692e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83383 members 
Mstep: Class 4 contains 162020 members 
Mstep: Class 5 contains 60527 members 
Mstep: Class 6 contains 12749 members 
Mstep: Class 7 contains 36222 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112839 members 
Mstep: Class 11 contains 111546 members 
Mstep: Class 12 contains 42268 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159201 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26433 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42423 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13026 members 
Mstep: Class 21 contains 105423 members 
Mstep: Class 22 contains 32840 members 
Mstep: Class 23 contains 42071 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069024.000000 Penalty: 86006.992188
Iteration 255Q: 26 clusters Score -1.47069e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83391 members 
Mstep: Class 4 contains 162010 members 
Mstep: Class 5 contains 60523 members 
Mstep: Class 6 contains 12737 members 
Mstep: Class 7 contains 36219 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112817 members 
Mstep: Class 11 contains 111608 members 
Mstep: Class 12 contains 42267 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159200 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26432 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42425 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13025 members 
Mstep: Class 21 contains 105406 members 
Mstep: Class 22 contains 32840 members 
Mstep: Class 23 contains 42071 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069008.000000 Penalty: 86006.992188
Iteration 256Q: 26 clusters Score -1.47069e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83392 members 
Mstep: Class 4 contains 162013 members 
Mstep: Class 5 contains 60521 members 
Mstep: Class 6 contains 12723 members 
Mstep: Class 7 contains 36212 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112802 members 
Mstep: Class 11 contains 111655 members 
Mstep: Class 12 contains 42267 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159200 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26432 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42423 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13027 members 
Mstep: Class 21 contains 105393 members 
Mstep: Class 22 contains 32840 members 
Mstep: Class 23 contains 42071 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069040.000000 Penalty: 86006.992188
Iteration 257Q: 26 clusters Score -1.47069e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83393 members 
Mstep: Class 4 contains 162010 members 
Mstep: Class 5 contains 60519 members 
Mstep: Class 6 contains 12729 members 
Mstep: Class 7 contains 36213 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112776 members 
Mstep: Class 11 contains 111688 members 
Mstep: Class 12 contains 42265 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159193 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26436 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42423 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 105381 members 
Mstep: Class 22 contains 32840 members 
Mstep: Class 23 contains 42073 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068816.000000 Penalty: 86006.992188
Iteration 258Q: 26 clusters Score -1.470688e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83394 members 
Mstep: Class 4 contains 162008 members 
Mstep: Class 5 contains 60515 members 
Mstep: Class 6 contains 12729 members 
Mstep: Class 7 contains 36212 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112737 members 
Mstep: Class 11 contains 111718 members 
Mstep: Class 12 contains 42266 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159193 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26435 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42424 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13034 members 
Mstep: Class 21 contains 105387 members 
Mstep: Class 22 contains 32845 members 
Mstep: Class 23 contains 42077 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068912.000000 Penalty: 86006.992188
Iteration 259Q: 26 clusters Score -1.470689e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83395 members 
Mstep: Class 4 contains 162016 members 
Mstep: Class 5 contains 60514 members 
Mstep: Class 6 contains 12737 members 
Mstep: Class 7 contains 36214 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112706 members 
Mstep: Class 11 contains 111743 members 
Mstep: Class 12 contains 42260 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159187 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26437 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42426 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 105379 members 
Mstep: Class 22 contains 32851 members 
Mstep: Class 23 contains 42078 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068896.000000 Penalty: 86006.992188
Iteration 260F: 26 clusters Score -1.470689e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83389 members 
Mstep: Class 4 contains 162012 members 
Mstep: Class 5 contains 60515 members 
Mstep: Class 6 contains 12743 members 
Mstep: Class 7 contains 36211 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112676 members 
Mstep: Class 11 contains 111778 members 
Mstep: Class 12 contains 42265 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159187 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26442 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42420 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13028 members 
Mstep: Class 21 contains 105373 members 
Mstep: Class 22 contains 32853 members 
Mstep: Class 23 contains 42083 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068816.000000 Penalty: 86006.992188
Iteration 261Q: 26 clusters Score -1.470688e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83389 members 
Mstep: Class 4 contains 162011 members 
Mstep: Class 5 contains 60518 members 
Mstep: Class 6 contains 12754 members 
Mstep: Class 7 contains 36204 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112639 members 
Mstep: Class 11 contains 111808 members 
Mstep: Class 12 contains 42267 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159189 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26452 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42418 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 105362 members 
Mstep: Class 22 contains 32851 members 
Mstep: Class 23 contains 42080 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068896.000000 Penalty: 86006.992188
Iteration 262Q: 26 clusters Score -1.470689e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83396 members 
Mstep: Class 4 contains 162001 members 
Mstep: Class 5 contains 60518 members 
Mstep: Class 6 contains 12771 members 
Mstep: Class 7 contains 36199 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112589 members 
Mstep: Class 11 contains 111851 members 
Mstep: Class 12 contains 42267 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159206 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26452 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42421 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 105343 members 
Mstep: Class 22 contains 32851 members 
Mstep: Class 23 contains 42080 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069056.000000 Penalty: 86006.992188
Iteration 263Q: 26 clusters Score -1.470691e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83399 members 
Mstep: Class 4 contains 162004 members 
Mstep: Class 5 contains 60522 members 
Mstep: Class 6 contains 12795 members 
Mstep: Class 7 contains 36197 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112530 members 
Mstep: Class 11 contains 111892 members 
Mstep: Class 12 contains 42270 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159207 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26453 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42420 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 105318 members 
Mstep: Class 22 contains 32848 members 
Mstep: Class 23 contains 42087 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069200.000000 Penalty: 86006.992188
Iteration 264Q: 26 clusters Score -1.470692e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83409 members 
Mstep: Class 4 contains 162008 members 
Mstep: Class 5 contains 60522 members 
Mstep: Class 6 contains 12800 members 
Mstep: Class 7 contains 36196 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112476 members 
Mstep: Class 11 contains 111941 members 
Mstep: Class 12 contains 42275 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159212 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26460 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42417 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13030 members 
Mstep: Class 21 contains 105290 members 
Mstep: Class 22 contains 32849 members 
Mstep: Class 23 contains 42090 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069120.000000 Penalty: 86006.992188
Iteration 265Q: 26 clusters Score -1.470691e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83414 members 
Mstep: Class 4 contains 162009 members 
Mstep: Class 5 contains 60523 members 
Mstep: Class 6 contains 12801 members 
Mstep: Class 7 contains 36194 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112416 members 
Mstep: Class 11 contains 111998 members 
Mstep: Class 12 contains 42280 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159211 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26460 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42428 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 105262 members 
Mstep: Class 22 contains 32849 members 
Mstep: Class 23 contains 42094 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069008.000000 Penalty: 86006.992188
Iteration 266Q: 26 clusters Score -1.47069e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83422 members 
Mstep: Class 4 contains 162019 members 
Mstep: Class 5 contains 60529 members 
Mstep: Class 6 contains 12783 members 
Mstep: Class 7 contains 36197 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112352 members 
Mstep: Class 11 contains 112050 members 
Mstep: Class 12 contains 42285 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159211 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26460 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42433 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 105245 members 
Mstep: Class 22 contains 32850 members 
Mstep: Class 23 contains 42103 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069024.000000 Penalty: 86006.992188
Iteration 267Q: 26 clusters Score -1.47069e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83417 members 
Mstep: Class 4 contains 162034 members 
Mstep: Class 5 contains 60540 members 
Mstep: Class 6 contains 12771 members 
Mstep: Class 7 contains 36198 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112297 members 
Mstep: Class 11 contains 112127 members 
Mstep: Class 12 contains 42281 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159189 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26467 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42435 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 105214 members 
Mstep: Class 22 contains 32851 members 
Mstep: Class 23 contains 42115 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068896.000000 Penalty: 86006.992188
Iteration 268Q: 26 clusters Score -1.470689e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83422 members 
Mstep: Class 4 contains 162035 members 
Mstep: Class 5 contains 60540 members 
Mstep: Class 6 contains 12758 members 
Mstep: Class 7 contains 36201 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112245 members 
Mstep: Class 11 contains 112209 members 
Mstep: Class 12 contains 42282 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159177 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42430 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13041 members 
Mstep: Class 21 contains 105194 members 
Mstep: Class 22 contains 32850 members 
Mstep: Class 23 contains 42121 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068912.000000 Penalty: 86006.992188
Iteration 269Q: 26 clusters Score -1.470689e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83427 members 
Mstep: Class 4 contains 162042 members 
Mstep: Class 5 contains 60539 members 
Mstep: Class 6 contains 12745 members 
Mstep: Class 7 contains 36201 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112201 members 
Mstep: Class 11 contains 112276 members 
Mstep: Class 12 contains 42286 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159160 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26472 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42433 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13041 members 
Mstep: Class 21 contains 105176 members 
Mstep: Class 22 contains 32853 members 
Mstep: Class 23 contains 42127 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068944.000000 Penalty: 86006.992188
Iteration 270Q: 26 clusters Score -1.470689e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83422 members 
Mstep: Class 4 contains 162031 members 
Mstep: Class 5 contains 60534 members 
Mstep: Class 6 contains 12734 members 
Mstep: Class 7 contains 36199 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112170 members 
Mstep: Class 11 contains 112336 members 
Mstep: Class 12 contains 42287 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 159173 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26479 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42433 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 105154 members 
Mstep: Class 22 contains 32858 members 
Mstep: Class 23 contains 42136 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068800.000000 Penalty: 86006.992188
Iteration 271Q: 26 clusters Score -1.470688e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83413 members 
Mstep: Class 4 contains 162025 members 
Mstep: Class 5 contains 60531 members 
Mstep: Class 6 contains 12717 members 
Mstep: Class 7 contains 36198 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112133 members 
Mstep: Class 11 contains 112401 members 
Mstep: Class 12 contains 42291 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 159210 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26483 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42429 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 105114 members 
Mstep: Class 22 contains 32864 members 
Mstep: Class 23 contains 42140 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 272Q: 26 clusters Score -1.470689e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83421 members 
Mstep: Class 4 contains 162019 members 
Mstep: Class 5 contains 60527 members 
Mstep: Class 6 contains 12712 members 
Mstep: Class 7 contains 36197 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112082 members 
Mstep: Class 11 contains 112458 members 
Mstep: Class 12 contains 42284 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 159234 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26486 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42431 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 105089 members 
Mstep: Class 22 contains 32869 members 
Mstep: Class 23 contains 42146 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068912.000000 Penalty: 86006.992188
Iteration 273Q: 26 clusters Score -1.470689e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83429 members 
Mstep: Class 4 contains 162016 members 
Mstep: Class 5 contains 60517 members 
Mstep: Class 6 contains 12700 members 
Mstep: Class 7 contains 36191 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112056 members 
Mstep: Class 11 contains 112509 members 
Mstep: Class 12 contains 42280 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 159246 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26496 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42429 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 105065 members 
Mstep: Class 22 contains 32873 members 
Mstep: Class 23 contains 42151 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068944.000000 Penalty: 86006.992188
Iteration 274Q: 26 clusters Score -1.470689e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83439 members 
Mstep: Class 4 contains 161987 members 
Mstep: Class 5 contains 60509 members 
Mstep: Class 6 contains 12702 members 
Mstep: Class 7 contains 36184 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 112028 members 
Mstep: Class 11 contains 112566 members 
Mstep: Class 12 contains 42278 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 159270 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26496 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42429 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 105041 members 
Mstep: Class 22 contains 32877 members 
Mstep: Class 23 contains 42159 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069024.000000 Penalty: 86006.992188
Iteration 275Q: 26 clusters Score -1.47069e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83446 members 
Mstep: Class 4 contains 161963 members 
Mstep: Class 5 contains 60504 members 
Mstep: Class 6 contains 12715 members 
Mstep: Class 7 contains 36174 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111994 members 
Mstep: Class 11 contains 112628 members 
Mstep: Class 12 contains 42280 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 159288 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26499 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42423 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13033 members 
Mstep: Class 21 contains 105015 members 
Mstep: Class 22 contains 32875 members 
Mstep: Class 23 contains 42168 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068880.000000 Penalty: 86006.992188
Iteration 276Q: 26 clusters Score -1.470689e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 83451 members 
Mstep: Class 4 contains 161948 members 
Mstep: Class 5 contains 60507 members 
Mstep: Class 6 contains 12707 members 
Mstep: Class 7 contains 36174 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111962 members 
Mstep: Class 11 contains 112706 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 159306 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26498 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42414 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 104971 members 
Mstep: Class 22 contains 32874 members 
Mstep: Class 23 contains 42178 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068880.000000 Penalty: 86006.992188
Iteration 277Q: 26 clusters Score -1.470689e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83453 members 
Mstep: Class 4 contains 161931 members 
Mstep: Class 5 contains 60516 members 
Mstep: Class 6 contains 12703 members 
Mstep: Class 7 contains 36172 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111926 members 
Mstep: Class 11 contains 112759 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 159341 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26500 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42418 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 104925 members 
Mstep: Class 22 contains 32875 members 
Mstep: Class 23 contains 42185 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068816.000000 Penalty: 86006.992188
Iteration 278Q: 26 clusters Score -1.470688e+08 nChanged 315
Entering ConstructFrom: 
Score: -147068816.000000 Penalty: 86006.992188
Entering ConstructFrom: 
Trying to split cluster 1 (4255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Entering Unmasked Estep 
Score: -583434.437500 Penalty: 2072.250977
	Iteration 0F: 2 clusters Score -583434.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -579367.125000 Penalty: 4144.501953
	Iteration 0F: 3 clusters Score -579367.1 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -580341.250000 Penalty: 4144.501953
	Iteration 1F: 3 clusters Score -580341.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -580596.937500 Penalty: 4144.501953
	Iteration 2F: 3 clusters Score -580596.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -580733.375000 Penalty: 4144.501953
	Iteration 3F: 3 clusters Score -580733.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -580812.125000 Penalty: 4144.501953
	Iteration 4Q: 3 clusters Score -580812.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -580871.062500 Penalty: 4144.501953
	Iteration 5Q: 3 clusters Score -580871.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -580913.000000 Penalty: 4144.501953
	Iteration 6Q: 3 clusters Score -580913 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -580947.312500 Penalty: 4144.501953
	Iteration 7Q: 3 clusters Score -580947.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -580974.375000 Penalty: 4144.501953
	Iteration 8Q: 3 clusters Score -580974.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -581003.875000 Penalty: 4144.501953
	Iteration 9Q: 3 clusters Score -581003.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -581033.812500 Penalty: 4144.501953
	Iteration 10Q: 3 clusters Score -581033.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -581058.375000 Penalty: 4144.501953
	Iteration 11Q: 3 clusters Score -581058.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -581079.437500 Penalty: 4144.501953
	Iteration 12Q: 3 clusters Score -581079.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -581101.750000 Penalty: 4144.501953
	Iteration 13Q: 3 clusters Score -581101.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -581117.625000 Penalty: 4144.501953
	Iteration 14Q: 3 clusters Score -581117.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -581132.437500 Penalty: 4144.501953
	Iteration 15Q: 3 clusters Score -581132.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -581149.375000 Penalty: 4144.501953
	Iteration 16Q: 3 clusters Score -581149.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -581165.875000 Penalty: 4144.501953
	Iteration 17Q: 3 clusters Score -581165.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -581186.562500 Penalty: 4144.501953
	Iteration 18Q: 3 clusters Score -581186.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -581213.000000 Penalty: 4144.501953
	Iteration 19Q: 3 clusters Score -581213 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -581245.437500 Penalty: 4144.501953
	Iteration 20F: 3 clusters Score -581245.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -581285.312500 Penalty: 4144.501953
	Iteration 21Q: 3 clusters Score -581285.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -581324.062500 Penalty: 4144.501953
	Iteration 22Q: 3 clusters Score -581324.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -581353.375000 Penalty: 4144.501953
	Iteration 23Q: 3 clusters Score -581353.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -581385.312500 Penalty: 4144.501953
	Iteration 24Q: 3 clusters Score -581385.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -581430.062500 Penalty: 4144.501953
	Iteration 25Q: 3 clusters Score -581430.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -581474.937500 Penalty: 4144.501953
	Iteration 26Q: 3 clusters Score -581474.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -581510.812500 Penalty: 4144.501953
	Iteration 27Q: 3 clusters Score -581510.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -581543.250000 Penalty: 4144.501953
	Iteration 28Q: 3 clusters Score -581543.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -581571.625000 Penalty: 4144.501953
	Iteration 29Q: 3 clusters Score -581571.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -581594.312500 Penalty: 4144.501953
	Iteration 30Q: 3 clusters Score -581594.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -581612.187500 Penalty: 4144.501953
	Iteration 31Q: 3 clusters Score -581612.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -581625.250000 Penalty: 4144.501953
	Iteration 32Q: 3 clusters Score -581625.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -581634.062500 Penalty: 4144.501953
	Iteration 33Q: 3 clusters Score -581634.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -581638.250000 Penalty: 4144.501953
	Iteration 34Q: 3 clusters Score -581638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -581642.937500 Penalty: 4144.501953
	Iteration 35Q: 3 clusters Score -581642.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -581644.000000 Penalty: 4144.501953
	Iteration 36Q: 3 clusters Score -581644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -581646.125000 Penalty: 4144.501953
	Iteration 37Q: 3 clusters Score -581646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -581649.187500 Penalty: 4144.501953
	Iteration 38Q: 3 clusters Score -581649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -581655.812500 Penalty: 4144.501953
	Iteration 39Q: 3 clusters Score -581655.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -581660.062500 Penalty: 4144.501953
	Iteration 40F: 3 clusters Score -581660.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -581666.000000 Penalty: 4144.501953
	Iteration 41Q: 3 clusters Score -581666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -581669.500000 Penalty: 4144.501953
	Iteration 42Q: 3 clusters Score -581669.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -581674.625000 Penalty: 4144.501953
	Iteration 43Q: 3 clusters Score -581674.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -581680.562500 Penalty: 4144.501953
	Iteration 44Q: 3 clusters Score -581680.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -581684.562500 Penalty: 4144.501953
	Iteration 45Q: 3 clusters Score -581684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -581687.312500 Penalty: 4144.501953
	Iteration 46Q: 3 clusters Score -581687.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -581690.437500 Penalty: 4144.501953
	Iteration 47Q: 3 clusters Score -581690.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -581695.437500 Penalty: 4144.501953
	Iteration 48Q: 3 clusters Score -581695.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -581697.125000 Penalty: 4144.501953
	Iteration 49Q: 3 clusters Score -581697.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -581704.562500 Penalty: 4144.501953
	Iteration 50Q: 3 clusters Score -581704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -581708.375000 Penalty: 4144.501953
	Iteration 51Q: 3 clusters Score -581708.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -581711.437500 Penalty: 4144.501953
	Iteration 52Q: 3 clusters Score -581711.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -581716.750000 Penalty: 4144.501953
	Iteration 53Q: 3 clusters Score -581716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -581725.312500 Penalty: 4144.501953
	Iteration 54Q: 3 clusters Score -581725.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -581729.000000 Penalty: 4144.501953
	Iteration 55Q: 3 clusters Score -581729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -581731.437500 Penalty: 4144.501953
	Iteration 56Q: 3 clusters Score -581731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -581735.062500 Penalty: 4144.501953
	Iteration 57Q: 3 clusters Score -581735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -581740.312500 Penalty: 4144.501953
	Iteration 58Q: 3 clusters Score -581740.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -581744.125000 Penalty: 4144.501953
	Iteration 59Q: 3 clusters Score -581744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -581748.250000 Penalty: 4144.501953
	Iteration 60F: 3 clusters Score -581748.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -581754.875000 Penalty: 4144.501953
	Iteration 61Q: 3 clusters Score -581754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -581759.187500 Penalty: 4144.501953
	Iteration 62Q: 3 clusters Score -581759.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -581766.187500 Penalty: 4144.501953
	Iteration 63Q: 3 clusters Score -581766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -581771.562500 Penalty: 4144.501953
	Iteration 64Q: 3 clusters Score -581771.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -581774.750000 Penalty: 4144.501953
	Iteration 65Q: 3 clusters Score -581774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -581776.625000 Penalty: 4144.501953
	Iteration 66Q: 3 clusters Score -581776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -581778.062500 Penalty: 4144.501953
	Iteration 67Q: 3 clusters Score -581778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -581780.500000 Penalty: 4144.501953
	Iteration 68Q: 3 clusters Score -581780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -581781.125000 Penalty: 4144.501953
	Iteration 69Q: 3 clusters Score -581781.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -581784.937500 Penalty: 4144.501953
	Iteration 70Q: 3 clusters Score -581784.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -581787.812500 Penalty: 4144.501953
	Iteration 71Q: 3 clusters Score -581787.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -581792.000000 Penalty: 4144.501953
	Iteration 72Q: 3 clusters Score -581792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -581797.437500 Penalty: 4144.501953
	Iteration 73Q: 3 clusters Score -581797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -581807.125000 Penalty: 4144.501953
	Iteration 74Q: 3 clusters Score -581807.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -581809.312500 Penalty: 4144.501953
	Iteration 75Q: 3 clusters Score -581809.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -581810.250000 Penalty: 4144.501953
	Iteration 76Q: 3 clusters Score -581810.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -581810.250000 Penalty: 4144.501953
	Iteration 77F: 3 clusters Score -581810.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -146537.453125 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -146537.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -144523.812500 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -144523.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144807.593750 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -144807.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -144874.390625 Penalty: 3448.553467
	Iteration 2Q: 3 clusters Score -144874.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -144907.609375 Penalty: 3448.553467
	Iteration 3Q: 3 clusters Score -144907.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144931.171875 Penalty: 3448.553467
	Iteration 4Q: 3 clusters Score -144931.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -144944.000000 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -144944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -144957.937500 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -144957.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144965.578125 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -144965.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -144972.109375 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -144972.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -144978.843750 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -144978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144984.203125 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -144984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144986.734375 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -144986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -144993.734375 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -144993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -144998.625000 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -144998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144999.406250 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -144999.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144999.406250 Penalty: 3448.553467
	Iteration 15F: 3 clusters Score -144999.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Entering Unmasked Estep 
Score: -11874121.000000 Penalty: 2810.360596
	Iteration 0F: 2 clusters Score -1.187412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -11818236.000000 Penalty: 5620.721191
	Iteration 0F: 3 clusters Score -1.181824e+07 nChanged 39230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -11839999.000000 Penalty: 5620.721191
	Iteration 1F: 3 clusters Score -1.184e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -11840647.000000 Penalty: 5620.721191
	Iteration 2Q: 3 clusters Score -1.184065e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -11841447.000000 Penalty: 5620.721191
	Iteration 3Q: 3 clusters Score -1.184145e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -11842577.000000 Penalty: 5620.721191
	Iteration 4Q: 3 clusters Score -1.184258e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -11844510.000000 Penalty: 5620.721191
	Iteration 5Q: 3 clusters Score -1.184451e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -11847671.000000 Penalty: 5620.721191
	Iteration 6F: 3 clusters Score -1.184767e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -11852753.000000 Penalty: 5620.721191
	Iteration 7F: 3 clusters Score -1.185275e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -11859471.000000 Penalty: 5620.721191
	Iteration 8F: 3 clusters Score -1.185947e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -11865740.000000 Penalty: 5620.721191
	Iteration 9F: 3 clusters Score -1.186574e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 81058 members 
Entering Unmasked Estep 
Score: -11869473.000000 Penalty: 5620.721191
	Iteration 10Q: 3 clusters Score -1.186947e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
Score: -11870934.000000 Penalty: 5620.721191
	Iteration 11Q: 3 clusters Score -1.187093e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -11871366.000000 Penalty: 5620.721191
	Iteration 12Q: 3 clusters Score -1.187137e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -11871506.000000 Penalty: 5620.721191
	Iteration 13Q: 3 clusters Score -1.187151e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -11871591.000000 Penalty: 5620.721191
	Iteration 14Q: 3 clusters Score -1.187159e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -11871637.000000 Penalty: 5620.721191
	Iteration 15Q: 3 clusters Score -1.187164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 83219 members 
Entering Unmasked Estep 
Score: -11871661.000000 Penalty: 5620.721191
	Iteration 16Q: 3 clusters Score -1.187166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -11871684.000000 Penalty: 5620.721191
	Iteration 17Q: 3 clusters Score -1.187168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -11871699.000000 Penalty: 5620.721191
	Iteration 18Q: 3 clusters Score -1.18717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83236 members 
Entering Unmasked Estep 
Score: -11871699.000000 Penalty: 5620.721191
	Iteration 19Q: 3 clusters Score -1.18717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -11871711.000000 Penalty: 5620.721191
	Iteration 20F: 3 clusters Score -1.187171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -11871728.000000 Penalty: 5620.721191
	Iteration 21Q: 3 clusters Score -1.187173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -11871745.000000 Penalty: 5620.721191
	Iteration 22Q: 3 clusters Score -1.187174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -11871759.000000 Penalty: 5620.721191
	Iteration 23Q: 3 clusters Score -1.187176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -11871762.000000 Penalty: 5620.721191
	Iteration 24Q: 3 clusters Score -1.187176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -11871765.000000 Penalty: 5620.721191
	Iteration 25Q: 3 clusters Score -1.187176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -11871779.000000 Penalty: 5620.721191
	Iteration 26Q: 3 clusters Score -1.187178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -11871777.000000 Penalty: 5620.721191
	Iteration 27Q: 3 clusters Score -1.187178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -11871781.000000 Penalty: 5620.721191
	Iteration 28Q: 3 clusters Score -1.187178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -11871780.000000 Penalty: 5620.721191
	Iteration 29Q: 3 clusters Score -1.187178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -11871785.000000 Penalty: 5620.721191
	Iteration 30Q: 3 clusters Score -1.187178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -11871785.000000 Penalty: 5620.721191
	Iteration 31F: 3 clusters Score -1.187178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161920 members 
Entering Unmasked Estep 
Score: -22729358.000000 Penalty: 2974.724609
	Iteration 0F: 2 clusters Score -2.272936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -22624110.000000 Penalty: 5949.449219
	Iteration 0F: 3 clusters Score -2.262411e+07 nChanged 77669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 77709 members 
Entering Unmasked Estep 
Score: -22668892.000000 Penalty: 5949.449219
	Iteration 1F: 3 clusters Score -2.266889e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 75736 members 
Entering Unmasked Estep 
Score: -22669764.000000 Penalty: 5949.449219
	Iteration 2Q: 3 clusters Score -2.266976e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -22670956.000000 Penalty: 5949.449219
	Iteration 3Q: 3 clusters Score -2.267096e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -22672790.000000 Penalty: 5949.449219
	Iteration 4Q: 3 clusters Score -2.267279e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -22676156.000000 Penalty: 5949.449219
	Iteration 5Q: 3 clusters Score -2.267616e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110489 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -22682298.000000 Penalty: 5949.449219
	Iteration 6F: 3 clusters Score -2.26823e+07 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123302 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -22692090.000000 Penalty: 5949.449219
	Iteration 7F: 3 clusters Score -2.269209e+07 nChanged 14438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137696 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -22705762.000000 Penalty: 5949.449219
	Iteration 8F: 3 clusters Score -2.270576e+07 nChanged 12144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149832 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -22717318.000000 Penalty: 5949.449219
	Iteration 9F: 3 clusters Score -2.271732e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157069 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -22723474.000000 Penalty: 5949.449219
	Iteration 10Q: 3 clusters Score -2.272347e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160078 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -22725766.000000 Penalty: 5949.449219
	Iteration 11Q: 3 clusters Score -2.272577e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161060 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -22726432.000000 Penalty: 5949.449219
	Iteration 12Q: 3 clusters Score -2.272643e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -22726678.000000 Penalty: 5949.449219
	Iteration 13Q: 3 clusters Score -2.272668e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22726766.000000 Penalty: 5949.449219
	Iteration 14Q: 3 clusters Score -2.272677e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161532 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -22726804.000000 Penalty: 5949.449219
	Iteration 15Q: 3 clusters Score -2.27268e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161563 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22726836.000000 Penalty: 5949.449219
	Iteration 16Q: 3 clusters Score -2.272684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161579 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -22726842.000000 Penalty: 5949.449219
	Iteration 17Q: 3 clusters Score -2.272684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161585 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22726848.000000 Penalty: 5949.449219
	Iteration 18Q: 3 clusters Score -2.272685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161593 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22726854.000000 Penalty: 5949.449219
	Iteration 19Q: 3 clusters Score -2.272685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161596 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22726870.000000 Penalty: 5949.449219
	Iteration 20F: 3 clusters Score -2.272687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161599 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -22726876.000000 Penalty: 5949.449219
	Iteration 21Q: 3 clusters Score -2.272688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161603 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22726866.000000 Penalty: 5949.449219
	Iteration 22Q: 3 clusters Score -2.272687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161607 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22726864.000000 Penalty: 5949.449219
	Iteration 23Q: 3 clusters Score -2.272686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161608 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22726878.000000 Penalty: 5949.449219
	Iteration 24Q: 3 clusters Score -2.272688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161608 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22726882.000000 Penalty: 5949.449219
	Iteration 25Q: 3 clusters Score -2.272688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161608 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22726884.000000 Penalty: 5949.449219
	Iteration 26Q: 3 clusters Score -2.272688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161609 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22726888.000000 Penalty: 5949.449219
	Iteration 27Q: 3 clusters Score -2.272689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161611 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -22726882.000000 Penalty: 5949.449219
	Iteration 28Q: 3 clusters Score -2.272688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161612 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -22726880.000000 Penalty: 5949.449219
	Iteration 29Q: 3 clusters Score -2.272688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161613 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22726872.000000 Penalty: 5949.449219
	Iteration 30Q: 3 clusters Score -2.272687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161613 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22726872.000000 Penalty: 5949.449219
	Iteration 31F: 3 clusters Score -2.272687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Entering Unmasked Estep 
Score: -8642123.000000 Penalty: 2730.668945
	Iteration 0F: 2 clusters Score -8642123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -8601483.000000 Penalty: 5461.337891
	Iteration 0F: 3 clusters Score -8601483 nChanged 28278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -8617408.000000 Penalty: 5461.337891
	Iteration 1F: 3 clusters Score -8617408 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -8618000.000000 Penalty: 5461.337891
	Iteration 2Q: 3 clusters Score -8618000 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -8618671.000000 Penalty: 5461.337891
	Iteration 3Q: 3 clusters Score -8618671 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -8619459.000000 Penalty: 5461.337891
	Iteration 4Q: 3 clusters Score -8619459 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -8620428.000000 Penalty: 5461.337891
	Iteration 5Q: 3 clusters Score -8620428 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -8621765.000000 Penalty: 5461.337891
	Iteration 6Q: 3 clusters Score -8621765 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -8623697.000000 Penalty: 5461.337891
	Iteration 7F: 3 clusters Score -8623697 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -8626305.000000 Penalty: 5461.337891
	Iteration 8F: 3 clusters Score -8626305 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -8629337.000000 Penalty: 5461.337891
	Iteration 9F: 3 clusters Score -8629337 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -8631921.000000 Penalty: 5461.337891
	Iteration 10F: 3 clusters Score -8631921 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -8633613.000000 Penalty: 5461.337891
	Iteration 11Q: 3 clusters Score -8633613 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -8634600.000000 Penalty: 5461.337891
	Iteration 12Q: 3 clusters Score -8634600 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -8635221.000000 Penalty: 5461.337891
	Iteration 13Q: 3 clusters Score -8635221 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -8635716.000000 Penalty: 5461.337891
	Iteration 14Q: 3 clusters Score -8635716 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -8636180.000000 Penalty: 5461.337891
	Iteration 15Q: 3 clusters Score -8636180 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -8636510.000000 Penalty: 5461.337891
	Iteration 16Q: 3 clusters Score -8636510 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -8636836.000000 Penalty: 5461.337891
	Iteration 17Q: 3 clusters Score -8636836 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -8637129.000000 Penalty: 5461.337891
	Iteration 18Q: 3 clusters Score -8637129 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -8637442.000000 Penalty: 5461.337891
	Iteration 19Q: 3 clusters Score -8637442 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -8637644.000000 Penalty: 5461.337891
	Iteration 20F: 3 clusters Score -8637644 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -8637857.000000 Penalty: 5461.337891
	Iteration 21Q: 3 clusters Score -8637857 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -8638012.000000 Penalty: 5461.337891
	Iteration 22Q: 3 clusters Score -8638012 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -8638193.000000 Penalty: 5461.337891
	Iteration 23Q: 3 clusters Score -8638193 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -8638331.000000 Penalty: 5461.337891
	Iteration 24Q: 3 clusters Score -8638331 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -8638513.000000 Penalty: 5461.337891
	Iteration 25Q: 3 clusters Score -8638513 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -8638690.000000 Penalty: 5461.337891
	Iteration 26Q: 3 clusters Score -8638690 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -8638831.000000 Penalty: 5461.337891
	Iteration 27Q: 3 clusters Score -8638831 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8639003.000000 Penalty: 5461.337891
	Iteration 28Q: 3 clusters Score -8639003 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8639125.000000 Penalty: 5461.337891
	Iteration 29Q: 3 clusters Score -8639125 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8639216.000000 Penalty: 5461.337891
	Iteration 30Q: 3 clusters Score -8639216 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -8639291.000000 Penalty: 5461.337891
	Iteration 31Q: 3 clusters Score -8639291 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8639382.000000 Penalty: 5461.337891
	Iteration 32Q: 3 clusters Score -8639382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8639413.000000 Penalty: 5461.337891
	Iteration 33Q: 3 clusters Score -8639413 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8639441.000000 Penalty: 5461.337891
	Iteration 34Q: 3 clusters Score -8639441 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8639493.000000 Penalty: 5461.337891
	Iteration 35Q: 3 clusters Score -8639493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8639519.000000 Penalty: 5461.337891
	Iteration 36Q: 3 clusters Score -8639519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8639552.000000 Penalty: 5461.337891
	Iteration 37Q: 3 clusters Score -8639552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8639578.000000 Penalty: 5461.337891
	Iteration 38Q: 3 clusters Score -8639578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8639593.000000 Penalty: 5461.337891
	Iteration 39Q: 3 clusters Score -8639593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8639613.000000 Penalty: 5461.337891
	Iteration 40F: 3 clusters Score -8639613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8639629.000000 Penalty: 5461.337891
	Iteration 41Q: 3 clusters Score -8639629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8639638.000000 Penalty: 5461.337891
	Iteration 42Q: 3 clusters Score -8639638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8639641.000000 Penalty: 5461.337891
	Iteration 43Q: 3 clusters Score -8639641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8639650.000000 Penalty: 5461.337891
	Iteration 44Q: 3 clusters Score -8639650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8639661.000000 Penalty: 5461.337891
	Iteration 45Q: 3 clusters Score -8639661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8639664.000000 Penalty: 5461.337891
	Iteration 46Q: 3 clusters Score -8639664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8639676.000000 Penalty: 5461.337891
	Iteration 47Q: 3 clusters Score -8639676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8639675.000000 Penalty: 5461.337891
	Iteration 48Q: 3 clusters Score -8639675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8639679.000000 Penalty: 5461.337891
	Iteration 49Q: 3 clusters Score -8639679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8639695.000000 Penalty: 5461.337891
	Iteration 50Q: 3 clusters Score -8639695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8639703.000000 Penalty: 5461.337891
	Iteration 51Q: 3 clusters Score -8639703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8639709.000000 Penalty: 5461.337891
	Iteration 52Q: 3 clusters Score -8639709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8639712.000000 Penalty: 5461.337891
	Iteration 53Q: 3 clusters Score -8639712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8639720.000000 Penalty: 5461.337891
	Iteration 54Q: 3 clusters Score -8639720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8639726.000000 Penalty: 5461.337891
	Iteration 55Q: 3 clusters Score -8639726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8639732.000000 Penalty: 5461.337891
	Iteration 56Q: 3 clusters Score -8639732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8639740.000000 Penalty: 5461.337891
	Iteration 57Q: 3 clusters Score -8639740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8639750.000000 Penalty: 5461.337891
	Iteration 58Q: 3 clusters Score -8639750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8639745.000000 Penalty: 5461.337891
	Iteration 59Q: 3 clusters Score -8639745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8639751.000000 Penalty: 5461.337891
	Iteration 60F: 3 clusters Score -8639751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8639754.000000 Penalty: 5461.337891
	Iteration 61Q: 3 clusters Score -8639754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8639762.000000 Penalty: 5461.337891
	Iteration 62Q: 3 clusters Score -8639762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8639769.000000 Penalty: 5461.337891
	Iteration 63Q: 3 clusters Score -8639769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8639778.000000 Penalty: 5461.337891
	Iteration 64Q: 3 clusters Score -8639778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8639769.000000 Penalty: 5461.337891
	Iteration 65Q: 3 clusters Score -8639769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8639773.000000 Penalty: 5461.337891
	Iteration 66Q: 3 clusters Score -8639773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8639774.000000 Penalty: 5461.337891
	Iteration 67Q: 3 clusters Score -8639774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8639775.000000 Penalty: 5461.337891
	Iteration 68Q: 3 clusters Score -8639775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8639778.000000 Penalty: 5461.337891
	Iteration 69Q: 3 clusters Score -8639778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8639774.000000 Penalty: 5461.337891
	Iteration 70Q: 3 clusters Score -8639774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8639774.000000 Penalty: 5461.337891
	Iteration 71Q: 3 clusters Score -8639774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8639780.000000 Penalty: 5461.337891
	Iteration 72Q: 3 clusters Score -8639780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8639780.000000 Penalty: 5461.337891
	Iteration 73F: 3 clusters Score -8639780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Entering Unmasked Estep 
Score: -1783863.375000 Penalty: 2343.401611
	Iteration 0F: 2 clusters Score -1783863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1774410.500000 Penalty: 4686.803223
	Iteration 0F: 3 clusters Score -1774410 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1777264.000000 Penalty: 4686.803223
	Iteration 1F: 3 clusters Score -1777264 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1777728.375000 Penalty: 4686.803223
	Iteration 2F: 3 clusters Score -1777728 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1778210.375000 Penalty: 4686.803223
	Iteration 3F: 3 clusters Score -1778210 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1778777.500000 Penalty: 4686.803223
	Iteration 4F: 3 clusters Score -1778778 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1779415.250000 Penalty: 4686.803223
	Iteration 5F: 3 clusters Score -1779415 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1780086.750000 Penalty: 4686.803223
	Iteration 6F: 3 clusters Score -1780087 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1780701.250000 Penalty: 4686.803223
	Iteration 7F: 3 clusters Score -1780701 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1781176.625000 Penalty: 4686.803223
	Iteration 8Q: 3 clusters Score -1781177 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1781496.000000 Penalty: 4686.803223
	Iteration 9Q: 3 clusters Score -1781496 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1781683.125000 Penalty: 4686.803223
	Iteration 10Q: 3 clusters Score -1781683 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1781797.625000 Penalty: 4686.803223
	Iteration 11Q: 3 clusters Score -1781798 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1781890.250000 Penalty: 4686.803223
	Iteration 12Q: 3 clusters Score -1781890 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1781959.125000 Penalty: 4686.803223
	Iteration 13Q: 3 clusters Score -1781959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1782007.000000 Penalty: 4686.803223
	Iteration 14Q: 3 clusters Score -1782007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1782038.250000 Penalty: 4686.803223
	Iteration 15Q: 3 clusters Score -1782038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1782060.625000 Penalty: 4686.803223
	Iteration 16Q: 3 clusters Score -1782061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1782077.625000 Penalty: 4686.803223
	Iteration 17Q: 3 clusters Score -1782078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1782082.500000 Penalty: 4686.803223
	Iteration 18Q: 3 clusters Score -1782082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1782086.375000 Penalty: 4686.803223
	Iteration 19Q: 3 clusters Score -1782086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1782091.250000 Penalty: 4686.803223
	Iteration 20F: 3 clusters Score -1782091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1782097.000000 Penalty: 4686.803223
	Iteration 21Q: 3 clusters Score -1782097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1782098.125000 Penalty: 4686.803223
	Iteration 22Q: 3 clusters Score -1782098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1782097.250000 Penalty: 4686.803223
	Iteration 23Q: 3 clusters Score -1782097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1782097.250000 Penalty: 4686.803223
	Iteration 24F: 3 clusters Score -1782097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Entering Unmasked Estep 
Score: -5174640.000000 Penalty: 2603.018066
	Iteration 0F: 2 clusters Score -5174640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -5149935.500000 Penalty: 5206.036133
	Iteration 0F: 3 clusters Score -5149936 nChanged 16684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -5158951.500000 Penalty: 5206.036133
	Iteration 1F: 3 clusters Score -5158952 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -5159355.000000 Penalty: 5206.036133
	Iteration 2Q: 3 clusters Score -5159355 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -5159691.500000 Penalty: 5206.036133
	Iteration 3Q: 3 clusters Score -5159692 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -5159994.500000 Penalty: 5206.036133
	Iteration 4Q: 3 clusters Score -5159994 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -5160265.500000 Penalty: 5206.036133
	Iteration 5Q: 3 clusters Score -5160266 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -5160538.000000 Penalty: 5206.036133
	Iteration 6Q: 3 clusters Score -5160538 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5160779.000000 Penalty: 5206.036133
	Iteration 7Q: 3 clusters Score -5160779 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -5161035.000000 Penalty: 5206.036133
	Iteration 8Q: 3 clusters Score -5161035 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -5161318.500000 Penalty: 5206.036133
	Iteration 9Q: 3 clusters Score -5161318 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -5161669.000000 Penalty: 5206.036133
	Iteration 10Q: 3 clusters Score -5161669 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -5162167.000000 Penalty: 5206.036133
	Iteration 11Q: 3 clusters Score -5162167 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -5162770.000000 Penalty: 5206.036133
	Iteration 12Q: 3 clusters Score -5162770 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -5163726.500000 Penalty: 5206.036133
	Iteration 13Q: 3 clusters Score -5163726 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -5165050.500000 Penalty: 5206.036133
	Iteration 14F: 3 clusters Score -5165050 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -5166332.000000 Penalty: 5206.036133
	Iteration 15F: 3 clusters Score -5166332 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -5167138.500000 Penalty: 5206.036133
	Iteration 16Q: 3 clusters Score -5167138 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5167526.000000 Penalty: 5206.036133
	Iteration 17Q: 3 clusters Score -5167526 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -5167736.500000 Penalty: 5206.036133
	Iteration 18Q: 3 clusters Score -5167736 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -5167913.000000 Penalty: 5206.036133
	Iteration 19Q: 3 clusters Score -5167913 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -5168072.000000 Penalty: 5206.036133
	Iteration 20F: 3 clusters Score -5168072 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -5168225.500000 Penalty: 5206.036133
	Iteration 21Q: 3 clusters Score -5168226 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -5168382.000000 Penalty: 5206.036133
	Iteration 22Q: 3 clusters Score -5168382 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -5168535.000000 Penalty: 5206.036133
	Iteration 23Q: 3 clusters Score -5168535 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -5168715.000000 Penalty: 5206.036133
	Iteration 24Q: 3 clusters Score -5168715 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -5168863.500000 Penalty: 5206.036133
	Iteration 25Q: 3 clusters Score -5168864 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -5169023.000000 Penalty: 5206.036133
	Iteration 26Q: 3 clusters Score -5169023 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -5169195.500000 Penalty: 5206.036133
	Iteration 27Q: 3 clusters Score -5169196 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -5169405.500000 Penalty: 5206.036133
	Iteration 28Q: 3 clusters Score -5169406 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -5169594.000000 Penalty: 5206.036133
	Iteration 29Q: 3 clusters Score -5169594 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -5169854.000000 Penalty: 5206.036133
	Iteration 30Q: 3 clusters Score -5169854 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -5170068.000000 Penalty: 5206.036133
	Iteration 31Q: 3 clusters Score -5170068 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -5170265.000000 Penalty: 5206.036133
	Iteration 32Q: 3 clusters Score -5170265 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -5170472.000000 Penalty: 5206.036133
	Iteration 33Q: 3 clusters Score -5170472 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -5170695.500000 Penalty: 5206.036133
	Iteration 34Q: 3 clusters Score -5170696 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -5170883.500000 Penalty: 5206.036133
	Iteration 35Q: 3 clusters Score -5170884 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -5171061.000000 Penalty: 5206.036133
	Iteration 36Q: 3 clusters Score -5171061 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -5171216.500000 Penalty: 5206.036133
	Iteration 37Q: 3 clusters Score -5171216 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -5171349.000000 Penalty: 5206.036133
	Iteration 38Q: 3 clusters Score -5171349 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -5171478.000000 Penalty: 5206.036133
	Iteration 39Q: 3 clusters Score -5171478 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5171636.000000 Penalty: 5206.036133
	Iteration 40F: 3 clusters Score -5171636 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -5171734.500000 Penalty: 5206.036133
	Iteration 41Q: 3 clusters Score -5171734 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5171818.000000 Penalty: 5206.036133
	Iteration 42Q: 3 clusters Score -5171818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5171875.000000 Penalty: 5206.036133
	Iteration 43Q: 3 clusters Score -5171875 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5171921.500000 Penalty: 5206.036133
	Iteration 44Q: 3 clusters Score -5171922 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5171958.000000 Penalty: 5206.036133
	Iteration 45Q: 3 clusters Score -5171958 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5171995.500000 Penalty: 5206.036133
	Iteration 46Q: 3 clusters Score -5171996 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5172034.000000 Penalty: 5206.036133
	Iteration 47Q: 3 clusters Score -5172034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5172054.500000 Penalty: 5206.036133
	Iteration 48Q: 3 clusters Score -5172054 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5172097.000000 Penalty: 5206.036133
	Iteration 49Q: 3 clusters Score -5172097 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5172148.000000 Penalty: 5206.036133
	Iteration 50Q: 3 clusters Score -5172148 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5172162.500000 Penalty: 5206.036133
	Iteration 51Q: 3 clusters Score -5172162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5172191.000000 Penalty: 5206.036133
	Iteration 52Q: 3 clusters Score -5172191 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5172219.000000 Penalty: 5206.036133
	Iteration 53Q: 3 clusters Score -5172219 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5172238.000000 Penalty: 5206.036133
	Iteration 54Q: 3 clusters Score -5172238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5172253.500000 Penalty: 5206.036133
	Iteration 55Q: 3 clusters Score -5172254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5172288.500000 Penalty: 5206.036133
	Iteration 56Q: 3 clusters Score -5172288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5172307.500000 Penalty: 5206.036133
	Iteration 57Q: 3 clusters Score -5172308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5172316.000000 Penalty: 5206.036133
	Iteration 58Q: 3 clusters Score -5172316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5172330.000000 Penalty: 5206.036133
	Iteration 59Q: 3 clusters Score -5172330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5172331.000000 Penalty: 5206.036133
	Iteration 60F: 3 clusters Score -5172331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5172333.500000 Penalty: 5206.036133
	Iteration 61Q: 3 clusters Score -5172334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5172342.500000 Penalty: 5206.036133
	Iteration 62Q: 3 clusters Score -5172342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5172343.500000 Penalty: 5206.036133
	Iteration 63Q: 3 clusters Score -5172344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5172335.000000 Penalty: 5206.036133
	Iteration 64Q: 3 clusters Score -5172335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5172342.500000 Penalty: 5206.036133
	Iteration 65Q: 3 clusters Score -5172342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5172346.000000 Penalty: 5206.036133
	Iteration 66Q: 3 clusters Score -5172346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5172337.500000 Penalty: 5206.036133
	Iteration 67Q: 3 clusters Score -5172338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5172346.500000 Penalty: 5206.036133
	Iteration 68Q: 3 clusters Score -5172346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5172345.000000 Penalty: 5206.036133
	Iteration 69Q: 3 clusters Score -5172345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5172344.000000 Penalty: 5206.036133
	Iteration 70Q: 3 clusters Score -5172344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5172345.500000 Penalty: 5206.036133
	Iteration 71Q: 3 clusters Score -5172346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5172345.500000 Penalty: 5206.036133
	Iteration 72F: 3 clusters Score -5172346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -206381.968750 Penalty: 1811.019165
	Iteration 0F: 2 clusters Score -206382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -204063.437500 Penalty: 3622.038330
	Iteration 0F: 3 clusters Score -204063.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -204426.750000 Penalty: 3622.038330
	Iteration 1F: 3 clusters Score -204426.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -204567.109375 Penalty: 3622.038330
	Iteration 2F: 3 clusters Score -204567.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -204689.359375 Penalty: 3622.038330
	Iteration 3Q: 3 clusters Score -204689.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -204815.234375 Penalty: 3622.038330
	Iteration 4Q: 3 clusters Score -204815.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -204919.671875 Penalty: 3622.038330
	Iteration 5Q: 3 clusters Score -204919.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -205007.000000 Penalty: 3622.038330
	Iteration 6Q: 3 clusters Score -205007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -205090.343750 Penalty: 3622.038330
	Iteration 7Q: 3 clusters Score -205090.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -205137.890625 Penalty: 3622.038330
	Iteration 8Q: 3 clusters Score -205137.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -205180.390625 Penalty: 3622.038330
	Iteration 9Q: 3 clusters Score -205180.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -205214.500000 Penalty: 3622.038330
	Iteration 10Q: 3 clusters Score -205214.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -205250.046875 Penalty: 3622.038330
	Iteration 11Q: 3 clusters Score -205250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -205273.859375 Penalty: 3622.038330
	Iteration 12Q: 3 clusters Score -205273.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -205307.765625 Penalty: 3622.038330
	Iteration 13Q: 3 clusters Score -205307.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -205357.312500 Penalty: 3622.038330
	Iteration 14Q: 3 clusters Score -205357.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -205420.890625 Penalty: 3622.038330
	Iteration 15Q: 3 clusters Score -205420.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -205475.062500 Penalty: 3622.038330
	Iteration 16Q: 3 clusters Score -205475.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -205533.125000 Penalty: 3622.038330
	Iteration 17Q: 3 clusters Score -205533.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -205574.031250 Penalty: 3622.038330
	Iteration 18Q: 3 clusters Score -205574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -205606.156250 Penalty: 3622.038330
	Iteration 19Q: 3 clusters Score -205606.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -205633.390625 Penalty: 3622.038330
	Iteration 20F: 3 clusters Score -205633.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -205653.921875 Penalty: 3622.038330
	Iteration 21Q: 3 clusters Score -205653.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -205676.875000 Penalty: 3622.038330
	Iteration 22Q: 3 clusters Score -205676.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -205695.234375 Penalty: 3622.038330
	Iteration 23Q: 3 clusters Score -205695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -205702.468750 Penalty: 3622.038330
	Iteration 24Q: 3 clusters Score -205702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -205705.125000 Penalty: 3622.038330
	Iteration 25Q: 3 clusters Score -205705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -205708.609375 Penalty: 3622.038330
	Iteration 26Q: 3 clusters Score -205708.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -205713.859375 Penalty: 3622.038330
	Iteration 27Q: 3 clusters Score -205713.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -205716.281250 Penalty: 3622.038330
	Iteration 28Q: 3 clusters Score -205716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -205716.281250 Penalty: 3622.038330
	Iteration 29F: 3 clusters Score -205716.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -21685.382812 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -21685.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20717.220703 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -20717.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20893.857422 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -20893.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20938.373047 Penalty: 2622.980469
	Iteration 2F: 3 clusters Score -20938.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -20984.886719 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -20984.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -21038.101562 Penalty: 2622.980469
	Iteration 4Q: 3 clusters Score -21038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -21076.361328 Penalty: 2622.980469
	Iteration 5Q: 3 clusters Score -21076.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -21087.550781 Penalty: 2622.980469
	Iteration 6Q: 3 clusters Score -21087.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -21087.550781 Penalty: 2622.980469
	Iteration 7F: 3 clusters Score -21087.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (111905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111905 members 
Entering Unmasked Estep 
Score: -15889401.000000 Penalty: 2883.100586
	Iteration 0F: 2 clusters Score -1.58894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -15815804.000000 Penalty: 5766.201172
	Iteration 0F: 3 clusters Score -1.58158e+07 nChanged 52849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -15846066.000000 Penalty: 5766.201172
	Iteration 1F: 3 clusters Score -1.584607e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -15846844.000000 Penalty: 5766.201172
	Iteration 2Q: 3 clusters Score -1.584684e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -15847712.000000 Penalty: 5766.201172
	Iteration 3Q: 3 clusters Score -1.584771e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -15848610.000000 Penalty: 5766.201172
	Iteration 4Q: 3 clusters Score -1.584861e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 58684 members 
Entering Unmasked Estep 
Score: -15849955.000000 Penalty: 5766.201172
	Iteration 5Q: 3 clusters Score -1.584996e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -15851617.000000 Penalty: 5766.201172
	Iteration 6Q: 3 clusters Score -1.585162e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -15853699.000000 Penalty: 5766.201172
	Iteration 7Q: 3 clusters Score -1.58537e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -15856242.000000 Penalty: 5766.201172
	Iteration 8Q: 3 clusters Score -1.585624e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -15859551.000000 Penalty: 5766.201172
	Iteration 9F: 3 clusters Score -1.585955e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -15863576.000000 Penalty: 5766.201172
	Iteration 10F: 3 clusters Score -1.586358e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -15867317.000000 Penalty: 5766.201172
	Iteration 11F: 3 clusters Score -1.586732e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -15869738.000000 Penalty: 5766.201172
	Iteration 12Q: 3 clusters Score -1.586974e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -15870854.000000 Penalty: 5766.201172
	Iteration 13Q: 3 clusters Score -1.587085e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -15871488.000000 Penalty: 5766.201172
	Iteration 14Q: 3 clusters Score -1.587149e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -15871797.000000 Penalty: 5766.201172
	Iteration 15Q: 3 clusters Score -1.58718e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -15872100.000000 Penalty: 5766.201172
	Iteration 16Q: 3 clusters Score -1.58721e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -15872490.000000 Penalty: 5766.201172
	Iteration 17Q: 3 clusters Score -1.587249e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 71497 members 
Entering Unmasked Estep 
Score: -15872756.000000 Penalty: 5766.201172
	Iteration 18Q: 3 clusters Score -1.587276e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -15872984.000000 Penalty: 5766.201172
	Iteration 19Q: 3 clusters Score -1.587298e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -15873242.000000 Penalty: 5766.201172
	Iteration 20F: 3 clusters Score -1.587324e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -15873493.000000 Penalty: 5766.201172
	Iteration 21Q: 3 clusters Score -1.587349e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -15873816.000000 Penalty: 5766.201172
	Iteration 22Q: 3 clusters Score -1.587382e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 77643 members 
Entering Unmasked Estep 
Score: -15874194.000000 Penalty: 5766.201172
	Iteration 23Q: 3 clusters Score -1.587419e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -15874622.000000 Penalty: 5766.201172
	Iteration 24Q: 3 clusters Score -1.587462e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -15875002.000000 Penalty: 5766.201172
	Iteration 25Q: 3 clusters Score -1.5875e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -15875587.000000 Penalty: 5766.201172
	Iteration 26Q: 3 clusters Score -1.587559e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 83975 members 
Entering Unmasked Estep 
Score: -15876142.000000 Penalty: 5766.201172
	Iteration 27Q: 3 clusters Score -1.587614e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -15876622.000000 Penalty: 5766.201172
	Iteration 28Q: 3 clusters Score -1.587662e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 87477 members 
Entering Unmasked Estep 
Score: -15877189.000000 Penalty: 5766.201172
	Iteration 29Q: 3 clusters Score -1.587719e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -15877746.000000 Penalty: 5766.201172
	Iteration 30Q: 3 clusters Score -1.587775e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 90937 members 
Entering Unmasked Estep 
Score: -15878227.000000 Penalty: 5766.201172
	Iteration 31Q: 3 clusters Score -1.587823e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 92785 members 
Entering Unmasked Estep 
Score: -15878905.000000 Penalty: 5766.201172
	Iteration 32Q: 3 clusters Score -1.58789e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
Score: -15879617.000000 Penalty: 5766.201172
	Iteration 33Q: 3 clusters Score -1.587962e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 96450 members 
Entering Unmasked Estep 
Score: -15880209.000000 Penalty: 5766.201172
	Iteration 34Q: 3 clusters Score -1.588021e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -15880984.000000 Penalty: 5766.201172
	Iteration 35Q: 3 clusters Score -1.588098e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -15881781.000000 Penalty: 5766.201172
	Iteration 36Q: 3 clusters Score -1.588178e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -15882495.000000 Penalty: 5766.201172
	Iteration 37Q: 3 clusters Score -1.58825e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -15883100.000000 Penalty: 5766.201172
	Iteration 38Q: 3 clusters Score -1.58831e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 104253 members 
Entering Unmasked Estep 
Score: -15883738.000000 Penalty: 5766.201172
	Iteration 39Q: 3 clusters Score -1.588374e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 105387 members 
Entering Unmasked Estep 
Score: -15884239.000000 Penalty: 5766.201172
	Iteration 40F: 3 clusters Score -1.588424e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -15884772.000000 Penalty: 5766.201172
	Iteration 41Q: 3 clusters Score -1.588477e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 107301 members 
Entering Unmasked Estep 
Score: -15885181.000000 Penalty: 5766.201172
	Iteration 42Q: 3 clusters Score -1.588518e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 108077 members 
Entering Unmasked Estep 
Score: -15885571.000000 Penalty: 5766.201172
	Iteration 43Q: 3 clusters Score -1.588557e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 108688 members 
Entering Unmasked Estep 
Score: -15885856.000000 Penalty: 5766.201172
	Iteration 44Q: 3 clusters Score -1.588586e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 109196 members 
Entering Unmasked Estep 
Score: -15886091.000000 Penalty: 5766.201172
	Iteration 45Q: 3 clusters Score -1.588609e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 109587 members 
Entering Unmasked Estep 
Score: -15886262.000000 Penalty: 5766.201172
	Iteration 46Q: 3 clusters Score -1.588626e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 109881 members 
Entering Unmasked Estep 
Score: -15886384.000000 Penalty: 5766.201172
	Iteration 47Q: 3 clusters Score -1.588638e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 110120 members 
Entering Unmasked Estep 
Score: -15886535.000000 Penalty: 5766.201172
	Iteration 48Q: 3 clusters Score -1.588654e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 110316 members 
Entering Unmasked Estep 
Score: -15886650.000000 Penalty: 5766.201172
	Iteration 49Q: 3 clusters Score -1.588665e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -15886726.000000 Penalty: 5766.201172
	Iteration 50Q: 3 clusters Score -1.588673e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 110582 members 
Entering Unmasked Estep 
Score: -15886774.000000 Penalty: 5766.201172
	Iteration 51Q: 3 clusters Score -1.588677e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 110666 members 
Entering Unmasked Estep 
Score: -15886822.000000 Penalty: 5766.201172
	Iteration 52Q: 3 clusters Score -1.588682e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 110731 members 
Entering Unmasked Estep 
Score: -15886865.000000 Penalty: 5766.201172
	Iteration 53Q: 3 clusters Score -1.588686e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -15886876.000000 Penalty: 5766.201172
	Iteration 54Q: 3 clusters Score -1.588688e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -15886913.000000 Penalty: 5766.201172
	Iteration 55Q: 3 clusters Score -1.588691e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 110855 members 
Entering Unmasked Estep 
Score: -15886930.000000 Penalty: 5766.201172
	Iteration 56Q: 3 clusters Score -1.588693e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -15886933.000000 Penalty: 5766.201172
	Iteration 57Q: 3 clusters Score -1.588693e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 110894 members 
Entering Unmasked Estep 
Score: -15886937.000000 Penalty: 5766.201172
	Iteration 58Q: 3 clusters Score -1.588694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 110914 members 
Entering Unmasked Estep 
Score: -15886953.000000 Penalty: 5766.201172
	Iteration 59Q: 3 clusters Score -1.588695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 110932 members 
Entering Unmasked Estep 
Score: -15886963.000000 Penalty: 5766.201172
	Iteration 60F: 3 clusters Score -1.588696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 110954 members 
Entering Unmasked Estep 
Score: -15886988.000000 Penalty: 5766.201172
	Iteration 61Q: 3 clusters Score -1.588699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 110970 members 
Entering Unmasked Estep 
Score: -15886994.000000 Penalty: 5766.201172
	Iteration 62Q: 3 clusters Score -1.588699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 110985 members 
Entering Unmasked Estep 
Score: -15887022.000000 Penalty: 5766.201172
	Iteration 63Q: 3 clusters Score -1.588702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 111004 members 
Entering Unmasked Estep 
Score: -15887011.000000 Penalty: 5766.201172
	Iteration 64Q: 3 clusters Score -1.588701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 111018 members 
Entering Unmasked Estep 
Score: -15887024.000000 Penalty: 5766.201172
	Iteration 65Q: 3 clusters Score -1.588702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 111029 members 
Entering Unmasked Estep 
Score: -15887033.000000 Penalty: 5766.201172
	Iteration 66Q: 3 clusters Score -1.588703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -15887041.000000 Penalty: 5766.201172
	Iteration 67Q: 3 clusters Score -1.588704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 111041 members 
Entering Unmasked Estep 
Score: -15887030.000000 Penalty: 5766.201172
	Iteration 68Q: 3 clusters Score -1.588703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 111048 members 
Entering Unmasked Estep 
Score: -15887039.000000 Penalty: 5766.201172
	Iteration 69Q: 3 clusters Score -1.588704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 111052 members 
Entering Unmasked Estep 
Score: -15887042.000000 Penalty: 5766.201172
	Iteration 70Q: 3 clusters Score -1.588704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -15887047.000000 Penalty: 5766.201172
	Iteration 71Q: 3 clusters Score -1.588705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 111055 members 
Entering Unmasked Estep 
Score: -15887050.000000 Penalty: 5766.201172
	Iteration 72Q: 3 clusters Score -1.588705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 111058 members 
Entering Unmasked Estep 
Score: -15887047.000000 Penalty: 5766.201172
	Iteration 73Q: 3 clusters Score -1.588705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 111065 members 
Entering Unmasked Estep 
Score: -15887046.000000 Penalty: 5766.201172
	Iteration 74Q: 3 clusters Score -1.588705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 111067 members 
Entering Unmasked Estep 
Score: -15887046.000000 Penalty: 5766.201172
	Iteration 75Q: 3 clusters Score -1.588705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 111068 members 
Entering Unmasked Estep 
Score: -15887044.000000 Penalty: 5766.201172
	Iteration 76Q: 3 clusters Score -1.588704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 111069 members 
Entering Unmasked Estep 
Score: -15887038.000000 Penalty: 5766.201172
	Iteration 77Q: 3 clusters Score -1.588704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 111072 members 
Entering Unmasked Estep 
Score: -15887044.000000 Penalty: 5766.201172
	Iteration 78Q: 3 clusters Score -1.588704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 111073 members 
Entering Unmasked Estep 
Score: -15887035.000000 Penalty: 5766.201172
	Iteration 79Q: 3 clusters Score -1.588704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 111074 members 
Entering Unmasked Estep 
Score: -15887042.000000 Penalty: 5766.201172
	Iteration 80F: 3 clusters Score -1.588704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -15887042.000000 Penalty: 5766.201172
	Iteration 81Q: 3 clusters Score -1.588704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 111077 members 
Entering Unmasked Estep 
Score: -15887040.000000 Penalty: 5766.201172
	Iteration 82Q: 3 clusters Score -1.588704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -15887039.000000 Penalty: 5766.201172
	Iteration 83Q: 3 clusters Score -1.588704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 111077 members 
Entering Unmasked Estep 
Score: -15887048.000000 Penalty: 5766.201172
	Iteration 84Q: 3 clusters Score -1.588705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 111079 members 
Entering Unmasked Estep 
Score: -15887047.000000 Penalty: 5766.201172
	Iteration 85Q: 3 clusters Score -1.588705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 111079 members 
Entering Unmasked Estep 
Score: -15887049.000000 Penalty: 5766.201172
	Iteration 86Q: 3 clusters Score -1.588705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 111082 members 
Entering Unmasked Estep 
Score: -15887051.000000 Penalty: 5766.201172
	Iteration 87Q: 3 clusters Score -1.588705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 111082 members 
Entering Unmasked Estep 
Score: -15887053.000000 Penalty: 5766.201172
	Iteration 88Q: 3 clusters Score -1.588705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 111085 members 
Entering Unmasked Estep 
Score: -15887050.000000 Penalty: 5766.201172
	Iteration 89Q: 3 clusters Score -1.588705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -15887063.000000 Penalty: 5766.201172
	Iteration 90Q: 3 clusters Score -1.588706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 111091 members 
Entering Unmasked Estep 
Score: -15887054.000000 Penalty: 5766.201172
	Iteration 91Q: 3 clusters Score -1.588705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 111095 members 
Entering Unmasked Estep 
Score: -15887052.000000 Penalty: 5766.201172
	Iteration 92Q: 3 clusters Score -1.588705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -15887067.000000 Penalty: 5766.201172
	Iteration 93Q: 3 clusters Score -1.588707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -15887067.000000 Penalty: 5766.201172
	Iteration 94F: 3 clusters Score -1.588707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (112817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112817 members 
Entering Unmasked Estep 
Score: -16107177.000000 Penalty: 2885.113525
	Iteration 0F: 2 clusters Score -1.610718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -16032210.000000 Penalty: 5770.227051
	Iteration 0F: 3 clusters Score -1.603221e+07 nChanged 53524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -16062769.000000 Penalty: 5770.227051
	Iteration 1F: 3 clusters Score -1.606277e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -16063425.000000 Penalty: 5770.227051
	Iteration 2Q: 3 clusters Score -1.606342e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -16064055.000000 Penalty: 5770.227051
	Iteration 3Q: 3 clusters Score -1.606406e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -16064771.000000 Penalty: 5770.227051
	Iteration 4Q: 3 clusters Score -1.606477e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -16065557.000000 Penalty: 5770.227051
	Iteration 5Q: 3 clusters Score -1.606556e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -16066638.000000 Penalty: 5770.227051
	Iteration 6Q: 3 clusters Score -1.606664e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -16068267.000000 Penalty: 5770.227051
	Iteration 7Q: 3 clusters Score -1.606827e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -16070949.000000 Penalty: 5770.227051
	Iteration 8Q: 3 clusters Score -1.607095e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -16075508.000000 Penalty: 5770.227051
	Iteration 9F: 3 clusters Score -1.607551e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -16081765.000000 Penalty: 5770.227051
	Iteration 10F: 3 clusters Score -1.608176e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -16088184.000000 Penalty: 5770.227051
	Iteration 11F: 3 clusters Score -1.608818e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -16093823.000000 Penalty: 5770.227051
	Iteration 12F: 3 clusters Score -1.609382e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 104743 members 
Entering Unmasked Estep 
Score: -16097638.000000 Penalty: 5770.227051
	Iteration 13Q: 3 clusters Score -1.609764e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 107726 members 
Entering Unmasked Estep 
Score: -16100183.000000 Penalty: 5770.227051
	Iteration 14Q: 3 clusters Score -1.610018e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 109699 members 
Entering Unmasked Estep 
Score: -16101927.000000 Penalty: 5770.227051
	Iteration 15Q: 3 clusters Score -1.610193e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 110949 members 
Entering Unmasked Estep 
Score: -16103032.000000 Penalty: 5770.227051
	Iteration 16Q: 3 clusters Score -1.610303e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 111682 members 
Entering Unmasked Estep 
Score: -16103739.000000 Penalty: 5770.227051
	Iteration 17Q: 3 clusters Score -1.610374e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 112058 members 
Entering Unmasked Estep 
Score: -16104087.000000 Penalty: 5770.227051
	Iteration 18Q: 3 clusters Score -1.610409e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 112254 members 
Entering Unmasked Estep 
Score: -16104290.000000 Penalty: 5770.227051
	Iteration 19Q: 3 clusters Score -1.610429e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 112353 members 
Entering Unmasked Estep 
Score: -16104412.000000 Penalty: 5770.227051
	Iteration 20F: 3 clusters Score -1.610441e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 112412 members 
Entering Unmasked Estep 
Score: -16104466.000000 Penalty: 5770.227051
	Iteration 21Q: 3 clusters Score -1.610447e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 112449 members 
Entering Unmasked Estep 
Score: -16104523.000000 Penalty: 5770.227051
	Iteration 22Q: 3 clusters Score -1.610452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 112465 members 
Entering Unmasked Estep 
Score: -16104556.000000 Penalty: 5770.227051
	Iteration 23Q: 3 clusters Score -1.610456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 112484 members 
Entering Unmasked Estep 
Score: -16104588.000000 Penalty: 5770.227051
	Iteration 24Q: 3 clusters Score -1.610459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
Score: -16104601.000000 Penalty: 5770.227051
	Iteration 25Q: 3 clusters Score -1.61046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 112498 members 
Entering Unmasked Estep 
Score: -16104609.000000 Penalty: 5770.227051
	Iteration 26Q: 3 clusters Score -1.610461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 112504 members 
Entering Unmasked Estep 
Score: -16104629.000000 Penalty: 5770.227051
	Iteration 27Q: 3 clusters Score -1.610463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 112509 members 
Entering Unmasked Estep 
Score: -16104642.000000 Penalty: 5770.227051
	Iteration 28Q: 3 clusters Score -1.610464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 112511 members 
Entering Unmasked Estep 
Score: -16104652.000000 Penalty: 5770.227051
	Iteration 29Q: 3 clusters Score -1.610465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 112514 members 
Entering Unmasked Estep 
Score: -16104657.000000 Penalty: 5770.227051
	Iteration 30Q: 3 clusters Score -1.610466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 112518 members 
Entering Unmasked Estep 
Score: -16104661.000000 Penalty: 5770.227051
	Iteration 31Q: 3 clusters Score -1.610466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 112524 members 
Entering Unmasked Estep 
Score: -16104669.000000 Penalty: 5770.227051
	Iteration 32Q: 3 clusters Score -1.610467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 112526 members 
Entering Unmasked Estep 
Score: -16104680.000000 Penalty: 5770.227051
	Iteration 33Q: 3 clusters Score -1.610468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 112528 members 
Entering Unmasked Estep 
Score: -16104680.000000 Penalty: 5770.227051
	Iteration 34Q: 3 clusters Score -1.610468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 112529 members 
Entering Unmasked Estep 
Score: -16104681.000000 Penalty: 5770.227051
	Iteration 35Q: 3 clusters Score -1.610468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 112530 members 
Entering Unmasked Estep 
Score: -16104680.000000 Penalty: 5770.227051
	Iteration 36Q: 3 clusters Score -1.610468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 112530 members 
Entering Unmasked Estep 
Score: -16104680.000000 Penalty: 5770.227051
	Iteration 37F: 3 clusters Score -1.610468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Entering Unmasked Estep 
Score: -6042194.000000 Penalty: 2641.754395
	Iteration 0F: 2 clusters Score -6042194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -6013768.500000 Penalty: 5283.508789
	Iteration 0F: 3 clusters Score -6013768 nChanged 19315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -6024244.000000 Penalty: 5283.508789
	Iteration 1F: 3 clusters Score -6024244 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -6024856.500000 Penalty: 5283.508789
	Iteration 2Q: 3 clusters Score -6024856 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -6025540.000000 Penalty: 5283.508789
	Iteration 3Q: 3 clusters Score -6025540 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -6026305.500000 Penalty: 5283.508789
	Iteration 4Q: 3 clusters Score -6026306 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -6027366.500000 Penalty: 5283.508789
	Iteration 5F: 3 clusters Score -6027366 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -6028867.000000 Penalty: 5283.508789
	Iteration 6F: 3 clusters Score -6028867 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -6030812.000000 Penalty: 5283.508789
	Iteration 7F: 3 clusters Score -6030812 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -6033110.500000 Penalty: 5283.508789
	Iteration 8F: 3 clusters Score -6033110 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -6035382.000000 Penalty: 5283.508789
	Iteration 9F: 3 clusters Score -6035382 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -6037095.000000 Penalty: 5283.508789
	Iteration 10Q: 3 clusters Score -6037095 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -6038173.500000 Penalty: 5283.508789
	Iteration 11Q: 3 clusters Score -6038174 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -6038769.000000 Penalty: 5283.508789
	Iteration 12Q: 3 clusters Score -6038769 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -6039117.500000 Penalty: 5283.508789
	Iteration 13Q: 3 clusters Score -6039118 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -6039339.500000 Penalty: 5283.508789
	Iteration 14Q: 3 clusters Score -6039340 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -6039492.500000 Penalty: 5283.508789
	Iteration 15Q: 3 clusters Score -6039492 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -6039598.500000 Penalty: 5283.508789
	Iteration 16Q: 3 clusters Score -6039598 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -6039659.000000 Penalty: 5283.508789
	Iteration 17Q: 3 clusters Score -6039659 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -6039699.000000 Penalty: 5283.508789
	Iteration 18Q: 3 clusters Score -6039699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -6039730.000000 Penalty: 5283.508789
	Iteration 19Q: 3 clusters Score -6039730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -6039773.000000 Penalty: 5283.508789
	Iteration 20F: 3 clusters Score -6039773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -6039793.000000 Penalty: 5283.508789
	Iteration 21Q: 3 clusters Score -6039793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -6039812.000000 Penalty: 5283.508789
	Iteration 22Q: 3 clusters Score -6039812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -6039817.000000 Penalty: 5283.508789
	Iteration 23Q: 3 clusters Score -6039817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -6039821.500000 Penalty: 5283.508789
	Iteration 24Q: 3 clusters Score -6039822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -6039825.500000 Penalty: 5283.508789
	Iteration 25Q: 3 clusters Score -6039826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -6039821.000000 Penalty: 5283.508789
	Iteration 26Q: 3 clusters Score -6039821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -6039834.500000 Penalty: 5283.508789
	Iteration 27Q: 3 clusters Score -6039834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -6039842.000000 Penalty: 5283.508789
	Iteration 28Q: 3 clusters Score -6039842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -6039841.000000 Penalty: 5283.508789
	Iteration 29Q: 3 clusters Score -6039841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -6039844.000000 Penalty: 5283.508789
	Iteration 30Q: 3 clusters Score -6039844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -6039853.000000 Penalty: 5283.508789
	Iteration 31Q: 3 clusters Score -6039853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -6039852.500000 Penalty: 5283.508789
	Iteration 32Q: 3 clusters Score -6039852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -6039850.000000 Penalty: 5283.508789
	Iteration 33Q: 3 clusters Score -6039850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -6039851.000000 Penalty: 5283.508789
	Iteration 34Q: 3 clusters Score -6039851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -6039849.500000 Penalty: 5283.508789
	Iteration 35Q: 3 clusters Score -6039850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -6039853.500000 Penalty: 5283.508789
	Iteration 36Q: 3 clusters Score -6039854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -6039854.000000 Penalty: 5283.508789
	Iteration 37Q: 3 clusters Score -6039854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -6039854.000000 Penalty: 5283.508789
	Iteration 38F: 3 clusters Score -6039854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -264171.000000 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -264171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -261587.078125 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -261587.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -262061.781250 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -262061.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -262211.437500 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -262211.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -262294.093750 Penalty: 3746.430176
	Iteration 3Q: 3 clusters Score -262294.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -262353.500000 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -262353.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -262384.093750 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -262384.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -262413.312500 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -262413.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -262436.062500 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -262436.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -262450.687500 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -262450.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -262464.062500 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -262464.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -262477.437500 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -262477.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -262484.312500 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -262484.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -262485.968750 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -262486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -262486.156250 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -262486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -262486.625000 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -262486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -262486.625000 Penalty: 3746.430176
	Iteration 15F: 3 clusters Score -262486.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159350 members 
Entering Unmasked Estep 
Score: -22376770.000000 Penalty: 2970.756836
	Iteration 0F: 2 clusters Score -2.237677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -22272484.000000 Penalty: 5941.513672
	Iteration 0F: 3 clusters Score -2.227248e+07 nChanged 76412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -22317276.000000 Penalty: 5941.513672
	Iteration 1F: 3 clusters Score -2.231728e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -22318878.000000 Penalty: 5941.513672
	Iteration 2Q: 3 clusters Score -2.231888e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82916 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -22321000.000000 Penalty: 5941.513672
	Iteration 3Q: 3 clusters Score -2.2321e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84212 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -22324562.000000 Penalty: 5941.513672
	Iteration 4Q: 3 clusters Score -2.232456e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -22330110.000000 Penalty: 5941.513672
	Iteration 5F: 3 clusters Score -2.233011e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -22337530.000000 Penalty: 5941.513672
	Iteration 6F: 3 clusters Score -2.233753e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -22345906.000000 Penalty: 5941.513672
	Iteration 7F: 3 clusters Score -2.234591e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87744 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -22352984.000000 Penalty: 5941.513672
	Iteration 8F: 3 clusters Score -2.235298e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -22356992.000000 Penalty: 5941.513672
	Iteration 9F: 3 clusters Score -2.235699e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -22358572.000000 Penalty: 5941.513672
	Iteration 10Q: 3 clusters Score -2.235857e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 71562 members 
Entering Unmasked Estep 
Score: -22359480.000000 Penalty: 5941.513672
	Iteration 11Q: 3 clusters Score -2.235948e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -22360102.000000 Penalty: 5941.513672
	Iteration 12Q: 3 clusters Score -2.23601e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87601 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -22360636.000000 Penalty: 5941.513672
	Iteration 13Q: 3 clusters Score -2.236064e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -22361172.000000 Penalty: 5941.513672
	Iteration 14Q: 3 clusters Score -2.236117e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 72216 members 
Entering Unmasked Estep 
Score: -22361660.000000 Penalty: 5941.513672
	Iteration 15Q: 3 clusters Score -2.236166e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 72457 members 
Entering Unmasked Estep 
Score: -22362224.000000 Penalty: 5941.513672
	Iteration 16Q: 3 clusters Score -2.236222e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -22362804.000000 Penalty: 5941.513672
	Iteration 17Q: 3 clusters Score -2.23628e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 72990 members 
Entering Unmasked Estep 
Score: -22363226.000000 Penalty: 5941.513672
	Iteration 18Q: 3 clusters Score -2.236323e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -22363672.000000 Penalty: 5941.513672
	Iteration 19Q: 3 clusters Score -2.236367e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85901 members 
Mstep: Class 2 contains 73449 members 
Entering Unmasked Estep 
Score: -22364030.000000 Penalty: 5941.513672
	Iteration 20F: 3 clusters Score -2.236403e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85744 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -22364380.000000 Penalty: 5941.513672
	Iteration 21Q: 3 clusters Score -2.236438e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -22364520.000000 Penalty: 5941.513672
	Iteration 22Q: 3 clusters Score -2.236452e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -22364706.000000 Penalty: 5941.513672
	Iteration 23Q: 3 clusters Score -2.236471e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -22364864.000000 Penalty: 5941.513672
	Iteration 24Q: 3 clusters Score -2.236486e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85842 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -22364966.000000 Penalty: 5941.513672
	Iteration 25Q: 3 clusters Score -2.236497e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86028 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -22365024.000000 Penalty: 5941.513672
	Iteration 26Q: 3 clusters Score -2.236502e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -22365160.000000 Penalty: 5941.513672
	Iteration 27Q: 3 clusters Score -2.236516e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86438 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -22365178.000000 Penalty: 5941.513672
	Iteration 28Q: 3 clusters Score -2.236518e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -22365272.000000 Penalty: 5941.513672
	Iteration 29Q: 3 clusters Score -2.236527e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86898 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -22365356.000000 Penalty: 5941.513672
	Iteration 30Q: 3 clusters Score -2.236536e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -22365362.000000 Penalty: 5941.513672
	Iteration 31Q: 3 clusters Score -2.236536e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -22365386.000000 Penalty: 5941.513672
	Iteration 32Q: 3 clusters Score -2.236539e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -22365414.000000 Penalty: 5941.513672
	Iteration 33Q: 3 clusters Score -2.236541e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -22365434.000000 Penalty: 5941.513672
	Iteration 34Q: 3 clusters Score -2.236543e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 71103 members 
Entering Unmasked Estep 
Score: -22365428.000000 Penalty: 5941.513672
	Iteration 35Q: 3 clusters Score -2.236543e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88499 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -22365446.000000 Penalty: 5941.513672
	Iteration 36Q: 3 clusters Score -2.236545e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -22365452.000000 Penalty: 5941.513672
	Iteration 37Q: 3 clusters Score -2.236545e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -22365482.000000 Penalty: 5941.513672
	Iteration 38Q: 3 clusters Score -2.236548e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -22365436.000000 Penalty: 5941.513672
	Iteration 39Q: 3 clusters Score -2.236544e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -22365454.000000 Penalty: 5941.513672
	Iteration 40F: 3 clusters Score -2.236545e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89723 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -22365466.000000 Penalty: 5941.513672
	Iteration 41Q: 3 clusters Score -2.236547e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -22365424.000000 Penalty: 5941.513672
	Iteration 42Q: 3 clusters Score -2.236542e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90320 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -22365428.000000 Penalty: 5941.513672
	Iteration 43Q: 3 clusters Score -2.236543e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -22365474.000000 Penalty: 5941.513672
	Iteration 44Q: 3 clusters Score -2.236547e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -22365518.000000 Penalty: 5941.513672
	Iteration 45Q: 3 clusters Score -2.236552e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 68087 members 
Entering Unmasked Estep 
Score: -22365504.000000 Penalty: 5941.513672
	Iteration 46Q: 3 clusters Score -2.23655e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -22365542.000000 Penalty: 5941.513672
	Iteration 47Q: 3 clusters Score -2.236554e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91909 members 
Mstep: Class 2 contains 67441 members 
Entering Unmasked Estep 
Score: -22365568.000000 Penalty: 5941.513672
	Iteration 48Q: 3 clusters Score -2.236557e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -22365606.000000 Penalty: 5941.513672
	Iteration 49Q: 3 clusters Score -2.236561e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92561 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -22365566.000000 Penalty: 5941.513672
	Iteration 50Q: 3 clusters Score -2.236557e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -22365576.000000 Penalty: 5941.513672
	Iteration 51Q: 3 clusters Score -2.236558e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -22365616.000000 Penalty: 5941.513672
	Iteration 52Q: 3 clusters Score -2.236562e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -22365622.000000 Penalty: 5941.513672
	Iteration 53Q: 3 clusters Score -2.236562e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93955 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -22365594.000000 Penalty: 5941.513672
	Iteration 54Q: 3 clusters Score -2.236559e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -22365678.000000 Penalty: 5941.513672
	Iteration 55Q: 3 clusters Score -2.236568e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94680 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -22365706.000000 Penalty: 5941.513672
	Iteration 56Q: 3 clusters Score -2.236571e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95061 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -22365618.000000 Penalty: 5941.513672
	Iteration 57Q: 3 clusters Score -2.236562e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -22365638.000000 Penalty: 5941.513672
	Iteration 58Q: 3 clusters Score -2.236564e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -22365646.000000 Penalty: 5941.513672
	Iteration 59Q: 3 clusters Score -2.236565e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96294 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -22365678.000000 Penalty: 5941.513672
	Iteration 60F: 3 clusters Score -2.236568e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96722 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -22365734.000000 Penalty: 5941.513672
	Iteration 61Q: 3 clusters Score -2.236573e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -22365724.000000 Penalty: 5941.513672
	Iteration 62Q: 3 clusters Score -2.236572e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -22365724.000000 Penalty: 5941.513672
	Iteration 63Q: 3 clusters Score -2.236572e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97950 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -22365786.000000 Penalty: 5941.513672
	Iteration 64Q: 3 clusters Score -2.236579e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98387 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -22365808.000000 Penalty: 5941.513672
	Iteration 65Q: 3 clusters Score -2.236581e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98830 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -22365820.000000 Penalty: 5941.513672
	Iteration 66Q: 3 clusters Score -2.236582e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -22365870.000000 Penalty: 5941.513672
	Iteration 67Q: 3 clusters Score -2.236587e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99741 members 
Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
Score: -22365878.000000 Penalty: 5941.513672
	Iteration 68Q: 3 clusters Score -2.236588e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100228 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -22365902.000000 Penalty: 5941.513672
	Iteration 69Q: 3 clusters Score -2.23659e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100697 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -22365968.000000 Penalty: 5941.513672
	Iteration 70Q: 3 clusters Score -2.236597e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101166 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -22365968.000000 Penalty: 5941.513672
	Iteration 71Q: 3 clusters Score -2.236597e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101619 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -22366026.000000 Penalty: 5941.513672
	Iteration 72Q: 3 clusters Score -2.236603e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -22366048.000000 Penalty: 5941.513672
	Iteration 73Q: 3 clusters Score -2.236605e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -22366022.000000 Penalty: 5941.513672
	Iteration 74Q: 3 clusters Score -2.236602e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -22366086.000000 Penalty: 5941.513672
	Iteration 75Q: 3 clusters Score -2.236609e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103617 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -22366142.000000 Penalty: 5941.513672
	Iteration 76Q: 3 clusters Score -2.236614e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -22366102.000000 Penalty: 5941.513672
	Iteration 77Q: 3 clusters Score -2.23661e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104692 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -22366122.000000 Penalty: 5941.513672
	Iteration 78Q: 3 clusters Score -2.236612e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105223 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -22366216.000000 Penalty: 5941.513672
	Iteration 79Q: 3 clusters Score -2.236622e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105797 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -22366238.000000 Penalty: 5941.513672
	Iteration 80F: 3 clusters Score -2.236624e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106359 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -22366328.000000 Penalty: 5941.513672
	Iteration 81Q: 3 clusters Score -2.236633e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -22366356.000000 Penalty: 5941.513672
	Iteration 82Q: 3 clusters Score -2.236636e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107422 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -22366460.000000 Penalty: 5941.513672
	Iteration 83Q: 3 clusters Score -2.236646e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -22366532.000000 Penalty: 5941.513672
	Iteration 84Q: 3 clusters Score -2.236653e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108524 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -22366592.000000 Penalty: 5941.513672
	Iteration 85Q: 3 clusters Score -2.236659e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109095 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -22366614.000000 Penalty: 5941.513672
	Iteration 86Q: 3 clusters Score -2.236661e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109701 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -22366652.000000 Penalty: 5941.513672
	Iteration 87Q: 3 clusters Score -2.236665e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110307 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -22366674.000000 Penalty: 5941.513672
	Iteration 88Q: 3 clusters Score -2.236667e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110860 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -22366652.000000 Penalty: 5941.513672
	Iteration 89Q: 3 clusters Score -2.236665e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111412 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -22366736.000000 Penalty: 5941.513672
	Iteration 90Q: 3 clusters Score -2.236674e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111987 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -22366760.000000 Penalty: 5941.513672
	Iteration 91Q: 3 clusters Score -2.236676e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112528 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -22366794.000000 Penalty: 5941.513672
	Iteration 92Q: 3 clusters Score -2.236679e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113083 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -22366854.000000 Penalty: 5941.513672
	Iteration 93Q: 3 clusters Score -2.236685e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113615 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -22366894.000000 Penalty: 5941.513672
	Iteration 94Q: 3 clusters Score -2.236689e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114124 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -22366918.000000 Penalty: 5941.513672
	Iteration 95Q: 3 clusters Score -2.236692e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114630 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -22366934.000000 Penalty: 5941.513672
	Iteration 96Q: 3 clusters Score -2.236693e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115135 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -22366972.000000 Penalty: 5941.513672
	Iteration 97Q: 3 clusters Score -2.236697e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115648 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -22367018.000000 Penalty: 5941.513672
	Iteration 98Q: 3 clusters Score -2.236702e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116190 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -22366996.000000 Penalty: 5941.513672
	Iteration 99Q: 3 clusters Score -2.2367e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -22367114.000000 Penalty: 5941.513672
	Iteration 100F: 3 clusters Score -2.236711e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117394 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -22367248.000000 Penalty: 5941.513672
	Iteration 101Q: 3 clusters Score -2.236725e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118010 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -22367332.000000 Penalty: 5941.513672
	Iteration 102Q: 3 clusters Score -2.236733e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118649 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -22367394.000000 Penalty: 5941.513672
	Iteration 103Q: 3 clusters Score -2.236739e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119316 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -22367540.000000 Penalty: 5941.513672
	Iteration 104Q: 3 clusters Score -2.236754e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119974 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -22367664.000000 Penalty: 5941.513672
	Iteration 105Q: 3 clusters Score -2.236766e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120665 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -22367672.000000 Penalty: 5941.513672
	Iteration 106Q: 3 clusters Score -2.236767e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121345 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -22367860.000000 Penalty: 5941.513672
	Iteration 107Q: 3 clusters Score -2.236786e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -22367928.000000 Penalty: 5941.513672
	Iteration 108Q: 3 clusters Score -2.236793e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122658 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -22367976.000000 Penalty: 5941.513672
	Iteration 109Q: 3 clusters Score -2.236798e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123303 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -22368026.000000 Penalty: 5941.513672
	Iteration 110Q: 3 clusters Score -2.236803e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123911 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -22368058.000000 Penalty: 5941.513672
	Iteration 111Q: 3 clusters Score -2.236806e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124480 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -22368102.000000 Penalty: 5941.513672
	Iteration 112Q: 3 clusters Score -2.23681e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125086 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -22368232.000000 Penalty: 5941.513672
	Iteration 113Q: 3 clusters Score -2.236823e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125727 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -22368346.000000 Penalty: 5941.513672
	Iteration 114Q: 3 clusters Score -2.236835e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126387 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -22368460.000000 Penalty: 5941.513672
	Iteration 115Q: 3 clusters Score -2.236846e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127058 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -22368598.000000 Penalty: 5941.513672
	Iteration 116Q: 3 clusters Score -2.23686e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127790 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -22368724.000000 Penalty: 5941.513672
	Iteration 117Q: 3 clusters Score -2.236872e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128552 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -22368810.000000 Penalty: 5941.513672
	Iteration 118Q: 3 clusters Score -2.236881e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129322 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -22368792.000000 Penalty: 5941.513672
	Iteration 119Q: 3 clusters Score -2.236879e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130093 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -22368832.000000 Penalty: 5941.513672
	Iteration 120F: 3 clusters Score -2.236883e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130837 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -22368914.000000 Penalty: 5941.513672
	Iteration 121Q: 3 clusters Score -2.236891e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131616 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -22369102.000000 Penalty: 5941.513672
	Iteration 122Q: 3 clusters Score -2.23691e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132395 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -22369226.000000 Penalty: 5941.513672
	Iteration 123Q: 3 clusters Score -2.236923e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133226 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -22369408.000000 Penalty: 5941.513672
	Iteration 124Q: 3 clusters Score -2.236941e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134102 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -22369592.000000 Penalty: 5941.513672
	Iteration 125Q: 3 clusters Score -2.236959e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135069 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -22369750.000000 Penalty: 5941.513672
	Iteration 126Q: 3 clusters Score -2.236975e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136035 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -22369930.000000 Penalty: 5941.513672
	Iteration 127Q: 3 clusters Score -2.236993e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137006 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -22370190.000000 Penalty: 5941.513672
	Iteration 128Q: 3 clusters Score -2.237019e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137996 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -22370444.000000 Penalty: 5941.513672
	Iteration 129Q: 3 clusters Score -2.237044e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139020 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -22370680.000000 Penalty: 5941.513672
	Iteration 130Q: 3 clusters Score -2.237068e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140092 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -22370970.000000 Penalty: 5941.513672
	Iteration 131Q: 3 clusters Score -2.237097e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141189 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -22371262.000000 Penalty: 5941.513672
	Iteration 132Q: 3 clusters Score -2.237126e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142312 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -22371578.000000 Penalty: 5941.513672
	Iteration 133Q: 3 clusters Score -2.237158e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143418 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -22371876.000000 Penalty: 5941.513672
	Iteration 134Q: 3 clusters Score -2.237188e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144523 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -22372132.000000 Penalty: 5941.513672
	Iteration 135Q: 3 clusters Score -2.237213e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145605 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -22372394.000000 Penalty: 5941.513672
	Iteration 136Q: 3 clusters Score -2.237239e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146710 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -22372772.000000 Penalty: 5941.513672
	Iteration 137Q: 3 clusters Score -2.237277e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147790 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -22373110.000000 Penalty: 5941.513672
	Iteration 138Q: 3 clusters Score -2.237311e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148790 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -22373370.000000 Penalty: 5941.513672
	Iteration 139Q: 3 clusters Score -2.237337e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149679 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -22373570.000000 Penalty: 5941.513672
	Iteration 140F: 3 clusters Score -2.237357e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150518 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -22373704.000000 Penalty: 5941.513672
	Iteration 141Q: 3 clusters Score -2.23737e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151306 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -22373930.000000 Penalty: 5941.513672
	Iteration 142Q: 3 clusters Score -2.237393e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151999 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -22374036.000000 Penalty: 5941.513672
	Iteration 143Q: 3 clusters Score -2.237404e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152630 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -22374184.000000 Penalty: 5941.513672
	Iteration 144Q: 3 clusters Score -2.237418e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153205 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -22374250.000000 Penalty: 5941.513672
	Iteration 145Q: 3 clusters Score -2.237425e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153727 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -22374366.000000 Penalty: 5941.513672
	Iteration 146Q: 3 clusters Score -2.237437e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154186 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -22374366.000000 Penalty: 5941.513672
	Iteration 147Q: 3 clusters Score -2.237437e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -22374446.000000 Penalty: 5941.513672
	Iteration 148Q: 3 clusters Score -2.237445e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154952 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -22374496.000000 Penalty: 5941.513672
	Iteration 149Q: 3 clusters Score -2.23745e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -22374534.000000 Penalty: 5941.513672
	Iteration 150Q: 3 clusters Score -2.237453e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155512 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -22374592.000000 Penalty: 5941.513672
	Iteration 151Q: 3 clusters Score -2.237459e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155753 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -22374608.000000 Penalty: 5941.513672
	Iteration 152Q: 3 clusters Score -2.237461e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155947 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -22374680.000000 Penalty: 5941.513672
	Iteration 153Q: 3 clusters Score -2.237468e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156121 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -22374676.000000 Penalty: 5941.513672
	Iteration 154Q: 3 clusters Score -2.237468e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156279 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -22374676.000000 Penalty: 5941.513672
	Iteration 155Q: 3 clusters Score -2.237468e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156409 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -22374716.000000 Penalty: 5941.513672
	Iteration 156Q: 3 clusters Score -2.237472e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156517 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -22374698.000000 Penalty: 5941.513672
	Iteration 157Q: 3 clusters Score -2.23747e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156610 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -22374678.000000 Penalty: 5941.513672
	Iteration 158Q: 3 clusters Score -2.237468e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -22374672.000000 Penalty: 5941.513672
	Iteration 159Q: 3 clusters Score -2.237467e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -22374658.000000 Penalty: 5941.513672
	Iteration 160F: 3 clusters Score -2.237466e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156828 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -22374674.000000 Penalty: 5941.513672
	Iteration 161Q: 3 clusters Score -2.237467e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156899 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -22374686.000000 Penalty: 5941.513672
	Iteration 162Q: 3 clusters Score -2.237469e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -22374698.000000 Penalty: 5941.513672
	Iteration 163Q: 3 clusters Score -2.23747e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156980 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -22374658.000000 Penalty: 5941.513672
	Iteration 164Q: 3 clusters Score -2.237466e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -22374642.000000 Penalty: 5941.513672
	Iteration 165Q: 3 clusters Score -2.237464e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157044 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -22374648.000000 Penalty: 5941.513672
	Iteration 166Q: 3 clusters Score -2.237465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -22374660.000000 Penalty: 5941.513672
	Iteration 167Q: 3 clusters Score -2.237466e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157100 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -22374678.000000 Penalty: 5941.513672
	Iteration 168Q: 3 clusters Score -2.237468e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157134 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -22374688.000000 Penalty: 5941.513672
	Iteration 169Q: 3 clusters Score -2.237469e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157156 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -22374694.000000 Penalty: 5941.513672
	Iteration 170Q: 3 clusters Score -2.237469e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157177 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -22374720.000000 Penalty: 5941.513672
	Iteration 171Q: 3 clusters Score -2.237472e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157205 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -22374710.000000 Penalty: 5941.513672
	Iteration 172Q: 3 clusters Score -2.237471e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157233 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -22374690.000000 Penalty: 5941.513672
	Iteration 173Q: 3 clusters Score -2.237469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157254 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -22374720.000000 Penalty: 5941.513672
	Iteration 174Q: 3 clusters Score -2.237472e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157273 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -22374704.000000 Penalty: 5941.513672
	Iteration 175Q: 3 clusters Score -2.23747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157296 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22374698.000000 Penalty: 5941.513672
	Iteration 176Q: 3 clusters Score -2.23747e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157323 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -22374696.000000 Penalty: 5941.513672
	Iteration 177Q: 3 clusters Score -2.23747e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -22374692.000000 Penalty: 5941.513672
	Iteration 178Q: 3 clusters Score -2.237469e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -22374686.000000 Penalty: 5941.513672
	Iteration 179Q: 3 clusters Score -2.237469e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157388 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -22374692.000000 Penalty: 5941.513672
	Iteration 180F: 3 clusters Score -2.237469e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157412 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -22374680.000000 Penalty: 5941.513672
	Iteration 181Q: 3 clusters Score -2.237468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157428 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -22374702.000000 Penalty: 5941.513672
	Iteration 182Q: 3 clusters Score -2.23747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157440 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -22374718.000000 Penalty: 5941.513672
	Iteration 183Q: 3 clusters Score -2.237472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157451 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -22374730.000000 Penalty: 5941.513672
	Iteration 184Q: 3 clusters Score -2.237473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157463 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22374758.000000 Penalty: 5941.513672
	Iteration 185Q: 3 clusters Score -2.237476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -22374740.000000 Penalty: 5941.513672
	Iteration 186Q: 3 clusters Score -2.237474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157492 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -22374732.000000 Penalty: 5941.513672
	Iteration 187Q: 3 clusters Score -2.237473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157502 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -22374730.000000 Penalty: 5941.513672
	Iteration 188Q: 3 clusters Score -2.237473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -22374714.000000 Penalty: 5941.513672
	Iteration 189Q: 3 clusters Score -2.237471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -22374714.000000 Penalty: 5941.513672
	Iteration 190Q: 3 clusters Score -2.237471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22374706.000000 Penalty: 5941.513672
	Iteration 191Q: 3 clusters Score -2.237471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22374700.000000 Penalty: 5941.513672
	Iteration 192Q: 3 clusters Score -2.23747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22374702.000000 Penalty: 5941.513672
	Iteration 193Q: 3 clusters Score -2.23747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22374702.000000 Penalty: 5941.513672
	Iteration 194F: 3 clusters Score -2.23747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51577.984375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -51577.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50222.546875 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -50222.55 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50473.820312 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -50473.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50578.648438 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -50578.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50617.519531 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -50617.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50661.855469 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -50661.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50699.238281 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -50699.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50749.320312 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -50749.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50765.730469 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -50765.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50787.894531 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -50787.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50833.015625 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -50833.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50845.238281 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -50845.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50866.304688 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -50866.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50899.648438 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -50899.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50903.410156 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -50903.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50904.367188 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -50904.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50909.640625 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -50909.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50913.148438 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -50913.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50924.800781 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -50924.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50930.597656 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -50930.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50935.554688 Penalty: 2993.598877
	Iteration 19Q: 3 clusters Score -50935.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50940.554688 Penalty: 2993.598877
	Iteration 20F: 3 clusters Score -50940.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50941.308594 Penalty: 2993.598877
	Iteration 21Q: 3 clusters Score -50941.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50942.671875 Penalty: 2993.598877
	Iteration 22Q: 3 clusters Score -50942.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50945.906250 Penalty: 2993.598877
	Iteration 23Q: 3 clusters Score -50945.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50969.820312 Penalty: 2993.598877
	Iteration 24Q: 3 clusters Score -50969.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51018.824219 Penalty: 2993.598877
	Iteration 25Q: 3 clusters Score -51018.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51121.292969 Penalty: 2993.598877
	Iteration 26Q: 3 clusters Score -51121.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51404.406250 Penalty: 2993.598877
	Iteration 27Q: 3 clusters Score -51404.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51481.218750 Penalty: 2993.598877
	Iteration 28Q: 3 clusters Score -51481.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51543.863281 Penalty: 2993.598877
	Iteration 29Q: 3 clusters Score -51543.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51614.000000 Penalty: 2993.598877
	Iteration 30Q: 3 clusters Score -51614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51641.632812 Penalty: 2993.598877
	Iteration 31Q: 3 clusters Score -51641.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51659.867188 Penalty: 2993.598877
	Iteration 32Q: 3 clusters Score -51659.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51659.867188 Penalty: 2993.598877
	Iteration 33F: 3 clusters Score -51659.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83458 members 
Mstep: Class 4 contains 161920 members 
Mstep: Class 5 contains 60522 members 
Mstep: Class 6 contains 12698 members 
Mstep: Class 7 contains 36172 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111905 members 
Mstep: Class 11 contains 112817 members 
Mstep: Class 12 contains 42287 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 159350 members 
Mstep: Class 15 contains 89 members 
Mstep: Class 16 contains 26504 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42413 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 104874 members 
Mstep: Class 22 contains 32876 members 
Mstep: Class 23 contains 42193 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
Score: -147066848.000000 Penalty: 89447.265625
Splitting cluster 15 changes total score from -147068816.000000 to -147066848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (26504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Entering Unmasked Estep 
Score: -3776562.250000 Penalty: 2525.892578
	Iteration 0F: 2 clusters Score -3776562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3758293.000000 Penalty: 5051.785156
	Iteration 0F: 3 clusters Score -3758293 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3764587.750000 Penalty: 5051.785156
	Iteration 1F: 3 clusters Score -3764588 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3765027.250000 Penalty: 5051.785156
	Iteration 2Q: 3 clusters Score -3765027 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3765455.000000 Penalty: 5051.785156
	Iteration 3Q: 3 clusters Score -3765455 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3765934.500000 Penalty: 5051.785156
	Iteration 4Q: 3 clusters Score -3765934 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3766466.750000 Penalty: 5051.785156
	Iteration 5Q: 3 clusters Score -3766467 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3767149.500000 Penalty: 5051.785156
	Iteration 6Q: 3 clusters Score -3767150 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3768083.000000 Penalty: 5051.785156
	Iteration 7F: 3 clusters Score -3768083 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3769266.500000 Penalty: 5051.785156
	Iteration 8F: 3 clusters Score -3769266 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3770664.750000 Penalty: 5051.785156
	Iteration 9F: 3 clusters Score -3770665 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3772058.750000 Penalty: 5051.785156
	Iteration 10F: 3 clusters Score -3772059 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3773000.500000 Penalty: 5051.785156
	Iteration 11Q: 3 clusters Score -3773000 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3773445.500000 Penalty: 5051.785156
	Iteration 12Q: 3 clusters Score -3773446 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3773642.000000 Penalty: 5051.785156
	Iteration 13Q: 3 clusters Score -3773642 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3773758.000000 Penalty: 5051.785156
	Iteration 14Q: 3 clusters Score -3773758 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3773848.750000 Penalty: 5051.785156
	Iteration 15Q: 3 clusters Score -3773849 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3773905.250000 Penalty: 5051.785156
	Iteration 16Q: 3 clusters Score -3773905 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3773969.250000 Penalty: 5051.785156
	Iteration 17Q: 3 clusters Score -3773969 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3774039.000000 Penalty: 5051.785156
	Iteration 18Q: 3 clusters Score -3774039 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3774113.500000 Penalty: 5051.785156
	Iteration 19Q: 3 clusters Score -3774114 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3774145.750000 Penalty: 5051.785156
	Iteration 20F: 3 clusters Score -3774146 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3774194.750000 Penalty: 5051.785156
	Iteration 21Q: 3 clusters Score -3774195 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3774223.250000 Penalty: 5051.785156
	Iteration 22Q: 3 clusters Score -3774223 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3774256.750000 Penalty: 5051.785156
	Iteration 23Q: 3 clusters Score -3774257 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3774287.500000 Penalty: 5051.785156
	Iteration 24Q: 3 clusters Score -3774288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3774308.250000 Penalty: 5051.785156
	Iteration 25Q: 3 clusters Score -3774308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3774336.000000 Penalty: 5051.785156
	Iteration 26Q: 3 clusters Score -3774336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3774364.000000 Penalty: 5051.785156
	Iteration 27Q: 3 clusters Score -3774364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3774373.250000 Penalty: 5051.785156
	Iteration 28Q: 3 clusters Score -3774373 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3774409.000000 Penalty: 5051.785156
	Iteration 29Q: 3 clusters Score -3774409 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3774424.250000 Penalty: 5051.785156
	Iteration 30Q: 3 clusters Score -3774424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3774442.750000 Penalty: 5051.785156
	Iteration 31Q: 3 clusters Score -3774443 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3774457.500000 Penalty: 5051.785156
	Iteration 32Q: 3 clusters Score -3774458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3774475.500000 Penalty: 5051.785156
	Iteration 33Q: 3 clusters Score -3774476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3774492.500000 Penalty: 5051.785156
	Iteration 34Q: 3 clusters Score -3774492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3774504.000000 Penalty: 5051.785156
	Iteration 35Q: 3 clusters Score -3774504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3774516.500000 Penalty: 5051.785156
	Iteration 36Q: 3 clusters Score -3774516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3774545.500000 Penalty: 5051.785156
	Iteration 37Q: 3 clusters Score -3774546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3774569.750000 Penalty: 5051.785156
	Iteration 38Q: 3 clusters Score -3774570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3774573.750000 Penalty: 5051.785156
	Iteration 39Q: 3 clusters Score -3774574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3774592.500000 Penalty: 5051.785156
	Iteration 40F: 3 clusters Score -3774592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3774589.750000 Penalty: 5051.785156
	Iteration 41Q: 3 clusters Score -3774590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3774603.750000 Penalty: 5051.785156
	Iteration 42Q: 3 clusters Score -3774604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3774615.250000 Penalty: 5051.785156
	Iteration 43Q: 3 clusters Score -3774615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3774639.500000 Penalty: 5051.785156
	Iteration 44Q: 3 clusters Score -3774640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3774645.250000 Penalty: 5051.785156
	Iteration 45Q: 3 clusters Score -3774645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3774644.500000 Penalty: 5051.785156
	Iteration 46Q: 3 clusters Score -3774644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3774663.250000 Penalty: 5051.785156
	Iteration 47Q: 3 clusters Score -3774663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3774668.000000 Penalty: 5051.785156
	Iteration 48Q: 3 clusters Score -3774668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3774666.750000 Penalty: 5051.785156
	Iteration 49Q: 3 clusters Score -3774667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3774673.000000 Penalty: 5051.785156
	Iteration 50Q: 3 clusters Score -3774673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3774670.500000 Penalty: 5051.785156
	Iteration 51Q: 3 clusters Score -3774670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3774674.750000 Penalty: 5051.785156
	Iteration 52Q: 3 clusters Score -3774675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3774675.000000 Penalty: 5051.785156
	Iteration 53Q: 3 clusters Score -3774675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3774687.000000 Penalty: 5051.785156
	Iteration 54Q: 3 clusters Score -3774687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3774695.500000 Penalty: 5051.785156
	Iteration 55Q: 3 clusters Score -3774696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3774700.250000 Penalty: 5051.785156
	Iteration 56Q: 3 clusters Score -3774700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3774701.500000 Penalty: 5051.785156
	Iteration 57Q: 3 clusters Score -3774702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3774704.250000 Penalty: 5051.785156
	Iteration 58Q: 3 clusters Score -3774704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3774713.250000 Penalty: 5051.785156
	Iteration 59Q: 3 clusters Score -3774713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3774719.250000 Penalty: 5051.785156
	Iteration 60F: 3 clusters Score -3774719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3774730.500000 Penalty: 5051.785156
	Iteration 61Q: 3 clusters Score -3774730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3774736.750000 Penalty: 5051.785156
	Iteration 62Q: 3 clusters Score -3774737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3774735.000000 Penalty: 5051.785156
	Iteration 63Q: 3 clusters Score -3774735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3774733.500000 Penalty: 5051.785156
	Iteration 64Q: 3 clusters Score -3774734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3774738.750000 Penalty: 5051.785156
	Iteration 65Q: 3 clusters Score -3774739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3774734.750000 Penalty: 5051.785156
	Iteration 66Q: 3 clusters Score -3774735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3774737.250000 Penalty: 5051.785156
	Iteration 67Q: 3 clusters Score -3774737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3774747.250000 Penalty: 5051.785156
	Iteration 68Q: 3 clusters Score -3774747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3774744.500000 Penalty: 5051.785156
	Iteration 69Q: 3 clusters Score -3774744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3774744.750000 Penalty: 5051.785156
	Iteration 70Q: 3 clusters Score -3774745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3774749.750000 Penalty: 5051.785156
	Iteration 71Q: 3 clusters Score -3774750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3774745.750000 Penalty: 5051.785156
	Iteration 72Q: 3 clusters Score -3774746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3774747.500000 Penalty: 5051.785156
	Iteration 73Q: 3 clusters Score -3774748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3774750.250000 Penalty: 5051.785156
	Iteration 74Q: 3 clusters Score -3774750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3774754.000000 Penalty: 5051.785156
	Iteration 75Q: 3 clusters Score -3774754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3774759.000000 Penalty: 5051.785156
	Iteration 76Q: 3 clusters Score -3774759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3774762.500000 Penalty: 5051.785156
	Iteration 77Q: 3 clusters Score -3774762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3774765.750000 Penalty: 5051.785156
	Iteration 78Q: 3 clusters Score -3774766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3774769.500000 Penalty: 5051.785156
	Iteration 79Q: 3 clusters Score -3774770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3774771.000000 Penalty: 5051.785156
	Iteration 80F: 3 clusters Score -3774771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3774767.500000 Penalty: 5051.785156
	Iteration 81Q: 3 clusters Score -3774768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3774768.000000 Penalty: 5051.785156
	Iteration 82Q: 3 clusters Score -3774768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3774770.000000 Penalty: 5051.785156
	Iteration 83Q: 3 clusters Score -3774770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3774768.500000 Penalty: 5051.785156
	Iteration 84Q: 3 clusters Score -3774768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3774767.000000 Penalty: 5051.785156
	Iteration 85Q: 3 clusters Score -3774767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3774779.000000 Penalty: 5051.785156
	Iteration 86Q: 3 clusters Score -3774779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3774774.750000 Penalty: 5051.785156
	Iteration 87Q: 3 clusters Score -3774775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3774774.750000 Penalty: 5051.785156
	Iteration 88Q: 3 clusters Score -3774775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3774776.750000 Penalty: 5051.785156
	Iteration 89Q: 3 clusters Score -3774777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3774777.250000 Penalty: 5051.785156
	Iteration 90Q: 3 clusters Score -3774777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3774769.250000 Penalty: 5051.785156
	Iteration 91Q: 3 clusters Score -3774769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3774772.250000 Penalty: 5051.785156
	Iteration 92Q: 3 clusters Score -3774772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3774773.000000 Penalty: 5051.785156
	Iteration 93Q: 3 clusters Score -3774773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3774772.500000 Penalty: 5051.785156
	Iteration 94Q: 3 clusters Score -3774772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3774774.250000 Penalty: 5051.785156
	Iteration 95Q: 3 clusters Score -3774774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3774775.500000 Penalty: 5051.785156
	Iteration 96Q: 3 clusters Score -3774776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3774775.750000 Penalty: 5051.785156
	Iteration 97Q: 3 clusters Score -3774776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3774778.500000 Penalty: 5051.785156
	Iteration 98Q: 3 clusters Score -3774778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3774785.750000 Penalty: 5051.785156
	Iteration 99Q: 3 clusters Score -3774786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3774789.250000 Penalty: 5051.785156
	Iteration 100F: 3 clusters Score -3774789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3774789.750000 Penalty: 5051.785156
	Iteration 101Q: 3 clusters Score -3774790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3774783.500000 Penalty: 5051.785156
	Iteration 102Q: 3 clusters Score -3774784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3774790.750000 Penalty: 5051.785156
	Iteration 103Q: 3 clusters Score -3774791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3774796.250000 Penalty: 5051.785156
	Iteration 104Q: 3 clusters Score -3774796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3774795.000000 Penalty: 5051.785156
	Iteration 105Q: 3 clusters Score -3774795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3774794.500000 Penalty: 5051.785156
	Iteration 106Q: 3 clusters Score -3774794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3774789.250000 Penalty: 5051.785156
	Iteration 107Q: 3 clusters Score -3774789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3774789.750000 Penalty: 5051.785156
	Iteration 108Q: 3 clusters Score -3774790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3774792.750000 Penalty: 5051.785156
	Iteration 109Q: 3 clusters Score -3774793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3774787.500000 Penalty: 5051.785156
	Iteration 110Q: 3 clusters Score -3774788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3774796.000000 Penalty: 5051.785156
	Iteration 111Q: 3 clusters Score -3774796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3774793.750000 Penalty: 5051.785156
	Iteration 112Q: 3 clusters Score -3774794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3774798.000000 Penalty: 5051.785156
	Iteration 113Q: 3 clusters Score -3774798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3774795.000000 Penalty: 5051.785156
	Iteration 114Q: 3 clusters Score -3774795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3774805.500000 Penalty: 5051.785156
	Iteration 115Q: 3 clusters Score -3774806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3774805.000000 Penalty: 5051.785156
	Iteration 116Q: 3 clusters Score -3774805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3774803.750000 Penalty: 5051.785156
	Iteration 117Q: 3 clusters Score -3774804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3774804.750000 Penalty: 5051.785156
	Iteration 118Q: 3 clusters Score -3774805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3774806.750000 Penalty: 5051.785156
	Iteration 119Q: 3 clusters Score -3774807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3774811.500000 Penalty: 5051.785156
	Iteration 120F: 3 clusters Score -3774812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3774810.500000 Penalty: 5051.785156
	Iteration 121Q: 3 clusters Score -3774810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3774811.750000 Penalty: 5051.785156
	Iteration 122Q: 3 clusters Score -3774812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3774812.500000 Penalty: 5051.785156
	Iteration 123Q: 3 clusters Score -3774812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3774814.500000 Penalty: 5051.785156
	Iteration 124Q: 3 clusters Score -3774814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3774813.250000 Penalty: 5051.785156
	Iteration 125Q: 3 clusters Score -3774813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3774815.000000 Penalty: 5051.785156
	Iteration 126Q: 3 clusters Score -3774815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3774812.500000 Penalty: 5051.785156
	Iteration 127Q: 3 clusters Score -3774812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3774810.000000 Penalty: 5051.785156
	Iteration 128Q: 3 clusters Score -3774810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3774809.500000 Penalty: 5051.785156
	Iteration 129Q: 3 clusters Score -3774810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3774811.250000 Penalty: 5051.785156
	Iteration 130Q: 3 clusters Score -3774811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3774810.750000 Penalty: 5051.785156
	Iteration 131Q: 3 clusters Score -3774811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3774814.750000 Penalty: 5051.785156
	Iteration 132Q: 3 clusters Score -3774815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3774810.000000 Penalty: 5051.785156
	Iteration 133Q: 3 clusters Score -3774810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3774811.750000 Penalty: 5051.785156
	Iteration 134Q: 3 clusters Score -3774812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3774811.750000 Penalty: 5051.785156
	Iteration 135F: 3 clusters Score -3774812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -387197.531250 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -387197.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -384016.218750 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -384016.2 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -384621.906250 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -384621.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -384810.906250 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -384810.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -384903.687500 Penalty: 3947.974121
	Iteration 3Q: 3 clusters Score -384903.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -384958.468750 Penalty: 3947.974121
	Iteration 4Q: 3 clusters Score -384958.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -384997.500000 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -384997.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -385030.531250 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -385030.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -385046.250000 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -385046.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -385058.843750 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -385058.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -385074.437500 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -385074.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -385096.375000 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -385096.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -385115.593750 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -385115.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -385136.031250 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -385136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -385160.312500 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -385160.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -385183.781250 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -385183.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -385213.156250 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -385213.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -385240.187500 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -385240.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -385265.093750 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -385265.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -385286.031250 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -385286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -385302.281250 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -385302.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -385321.843750 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -385321.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -385344.187500 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -385344.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -385361.187500 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -385361.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -385376.687500 Penalty: 3947.974121
	Iteration 23Q: 3 clusters Score -385376.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -385391.218750 Penalty: 3947.974121
	Iteration 24Q: 3 clusters Score -385391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -385404.000000 Penalty: 3947.974121
	Iteration 25Q: 3 clusters Score -385404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -385415.218750 Penalty: 3947.974121
	Iteration 26Q: 3 clusters Score -385415.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -385427.500000 Penalty: 3947.974121
	Iteration 27Q: 3 clusters Score -385427.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -385435.750000 Penalty: 3947.974121
	Iteration 28Q: 3 clusters Score -385435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -385440.812500 Penalty: 3947.974121
	Iteration 29Q: 3 clusters Score -385440.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -385447.875000 Penalty: 3947.974121
	Iteration 30Q: 3 clusters Score -385447.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -385458.218750 Penalty: 3947.974121
	Iteration 31Q: 3 clusters Score -385458.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -385467.156250 Penalty: 3947.974121
	Iteration 32Q: 3 clusters Score -385467.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -385474.562500 Penalty: 3947.974121
	Iteration 33Q: 3 clusters Score -385474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -385477.968750 Penalty: 3947.974121
	Iteration 34Q: 3 clusters Score -385478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -385483.656250 Penalty: 3947.974121
	Iteration 35Q: 3 clusters Score -385483.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -385487.562500 Penalty: 3947.974121
	Iteration 36Q: 3 clusters Score -385487.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -385492.718750 Penalty: 3947.974121
	Iteration 37Q: 3 clusters Score -385492.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -385498.437500 Penalty: 3947.974121
	Iteration 38Q: 3 clusters Score -385498.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -385505.718750 Penalty: 3947.974121
	Iteration 39Q: 3 clusters Score -385505.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -385513.125000 Penalty: 3947.974121
	Iteration 40F: 3 clusters Score -385513.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -385520.437500 Penalty: 3947.974121
	Iteration 41Q: 3 clusters Score -385520.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -385530.531250 Penalty: 3947.974121
	Iteration 42Q: 3 clusters Score -385530.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -385534.656250 Penalty: 3947.974121
	Iteration 43Q: 3 clusters Score -385534.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -385544.218750 Penalty: 3947.974121
	Iteration 44Q: 3 clusters Score -385544.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -385551.343750 Penalty: 3947.974121
	Iteration 45Q: 3 clusters Score -385551.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -385559.187500 Penalty: 3947.974121
	Iteration 46Q: 3 clusters Score -385559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -385564.156250 Penalty: 3947.974121
	Iteration 47Q: 3 clusters Score -385564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -385565.875000 Penalty: 3947.974121
	Iteration 48Q: 3 clusters Score -385565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -385567.500000 Penalty: 3947.974121
	Iteration 49Q: 3 clusters Score -385567.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -385568.437500 Penalty: 3947.974121
	Iteration 50Q: 3 clusters Score -385568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -385568.843750 Penalty: 3947.974121
	Iteration 51Q: 3 clusters Score -385568.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -385569.062500 Penalty: 3947.974121
	Iteration 52Q: 3 clusters Score -385569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -385569.781250 Penalty: 3947.974121
	Iteration 53Q: 3 clusters Score -385569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -385570.656250 Penalty: 3947.974121
	Iteration 54Q: 3 clusters Score -385570.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -385570.468750 Penalty: 3947.974121
	Iteration 55Q: 3 clusters Score -385570.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -385570.468750 Penalty: 3947.974121
	Iteration 56F: 3 clusters Score -385570.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Entering Unmasked Estep 
Score: -6063888.000000 Penalty: 2642.492188
	Iteration 0F: 2 clusters Score -6063888 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 21404 members 
Entering Unmasked Estep 
Score: -6035160.500000 Penalty: 5284.984375
	Iteration 0F: 3 clusters Score -6035160 nChanged 19457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -6045944.500000 Penalty: 5284.984375
	Iteration 1F: 3 clusters Score -6045944 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -6046578.500000 Penalty: 5284.984375
	Iteration 2Q: 3 clusters Score -6046578 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -6047345.000000 Penalty: 5284.984375
	Iteration 3Q: 3 clusters Score -6047345 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -6048383.000000 Penalty: 5284.984375
	Iteration 4F: 3 clusters Score -6048383 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -6050026.000000 Penalty: 5284.984375
	Iteration 5F: 3 clusters Score -6050026 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -6052625.500000 Penalty: 5284.984375
	Iteration 6F: 3 clusters Score -6052626 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -6055770.500000 Penalty: 5284.984375
	Iteration 7F: 3 clusters Score -6055770 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -6058588.000000 Penalty: 5284.984375
	Iteration 8F: 3 clusters Score -6058588 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -6060344.500000 Penalty: 5284.984375
	Iteration 9Q: 3 clusters Score -6060344 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -6061092.000000 Penalty: 5284.984375
	Iteration 10Q: 3 clusters Score -6061092 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -6061362.500000 Penalty: 5284.984375
	Iteration 11Q: 3 clusters Score -6061362 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -6061469.500000 Penalty: 5284.984375
	Iteration 12Q: 3 clusters Score -6061470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -6061504.500000 Penalty: 5284.984375
	Iteration 13Q: 3 clusters Score -6061504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -6061540.000000 Penalty: 5284.984375
	Iteration 14Q: 3 clusters Score -6061540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -6061548.000000 Penalty: 5284.984375
	Iteration 15Q: 3 clusters Score -6061548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -6061562.500000 Penalty: 5284.984375
	Iteration 16Q: 3 clusters Score -6061562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -6061568.500000 Penalty: 5284.984375
	Iteration 17Q: 3 clusters Score -6061568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -6061574.500000 Penalty: 5284.984375
	Iteration 18Q: 3 clusters Score -6061574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -6061581.500000 Penalty: 5284.984375
	Iteration 19Q: 3 clusters Score -6061582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -6061582.500000 Penalty: 5284.984375
	Iteration 20F: 3 clusters Score -6061582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -6061579.500000 Penalty: 5284.984375
	Iteration 21Q: 3 clusters Score -6061580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -6061583.500000 Penalty: 5284.984375
	Iteration 22Q: 3 clusters Score -6061584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -6061583.500000 Penalty: 5284.984375
	Iteration 23F: 3 clusters Score -6061584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -47267.968750 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -47267.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45882.023438 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -45882.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46009.707031 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -46009.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46040.226562 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -46040.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46053.539062 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -46053.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46060.453125 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -46060.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46062.472656 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -46062.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46062.472656 Penalty: 2935.771240
	Iteration 6F: 3 clusters Score -46062.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Entering Unmasked Estep 
Score: -1866659.125000 Penalty: 2349.840576
	Iteration 0F: 2 clusters Score -1866659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1857070.000000 Penalty: 4699.681152
	Iteration 0F: 3 clusters Score -1857070 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1860015.125000 Penalty: 4699.681152
	Iteration 1F: 3 clusters Score -1860015 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1860281.750000 Penalty: 4699.681152
	Iteration 2F: 3 clusters Score -1860282 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1860504.125000 Penalty: 4699.681152
	Iteration 3Q: 3 clusters Score -1860504 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1860703.000000 Penalty: 4699.681152
	Iteration 4Q: 3 clusters Score -1860703 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1860865.125000 Penalty: 4699.681152
	Iteration 5Q: 3 clusters Score -1860865 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1860995.500000 Penalty: 4699.681152
	Iteration 6Q: 3 clusters Score -1860996 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1861152.500000 Penalty: 4699.681152
	Iteration 7Q: 3 clusters Score -1861152 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1861323.000000 Penalty: 4699.681152
	Iteration 8Q: 3 clusters Score -1861323 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1861516.875000 Penalty: 4699.681152
	Iteration 9Q: 3 clusters Score -1861517 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1861730.750000 Penalty: 4699.681152
	Iteration 10Q: 3 clusters Score -1861731 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1861999.500000 Penalty: 4699.681152
	Iteration 11Q: 3 clusters Score -1862000 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1862279.375000 Penalty: 4699.681152
	Iteration 12Q: 3 clusters Score -1862279 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1862592.750000 Penalty: 4699.681152
	Iteration 13Q: 3 clusters Score -1862593 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1862912.500000 Penalty: 4699.681152
	Iteration 14Q: 3 clusters Score -1862912 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1863194.250000 Penalty: 4699.681152
	Iteration 15Q: 3 clusters Score -1863194 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1863419.000000 Penalty: 4699.681152
	Iteration 16Q: 3 clusters Score -1863419 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1863602.125000 Penalty: 4699.681152
	Iteration 17Q: 3 clusters Score -1863602 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1863739.750000 Penalty: 4699.681152
	Iteration 18Q: 3 clusters Score -1863740 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1863847 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1863927.625000 Penalty: 4699.681152
	Iteration 20F: 3 clusters Score -1863928 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1863984.125000 Penalty: 4699.681152
	Iteration 21Q: 3 clusters Score -1863984 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1864026.000000 Penalty: 4699.681152
	Iteration 22Q: 3 clusters Score -1864026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1864062.125000 Penalty: 4699.681152
	Iteration 23Q: 3 clusters Score -1864062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1864086.250000 Penalty: 4699.681152
	Iteration 24Q: 3 clusters Score -1864086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1864110.875000 Penalty: 4699.681152
	Iteration 25Q: 3 clusters Score -1864111 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1864141.125000 Penalty: 4699.681152
	Iteration 26Q: 3 clusters Score -1864141 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1864173.750000 Penalty: 4699.681152
	Iteration 27Q: 3 clusters Score -1864174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1864193.500000 Penalty: 4699.681152
	Iteration 28Q: 3 clusters Score -1864194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1864205.875000 Penalty: 4699.681152
	Iteration 29Q: 3 clusters Score -1864206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1864231.250000 Penalty: 4699.681152
	Iteration 30Q: 3 clusters Score -1864231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1864247.750000 Penalty: 4699.681152
	Iteration 31Q: 3 clusters Score -1864248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1864265.500000 Penalty: 4699.681152
	Iteration 32Q: 3 clusters Score -1864266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1864273.500000 Penalty: 4699.681152
	Iteration 33Q: 3 clusters Score -1864274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1864293.625000 Penalty: 4699.681152
	Iteration 34Q: 3 clusters Score -1864294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1864308.125000 Penalty: 4699.681152
	Iteration 35Q: 3 clusters Score -1864308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1864316.500000 Penalty: 4699.681152
	Iteration 36Q: 3 clusters Score -1864316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1864327.000000 Penalty: 4699.681152
	Iteration 37Q: 3 clusters Score -1864327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1864329.625000 Penalty: 4699.681152
	Iteration 38Q: 3 clusters Score -1864330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1864337.500000 Penalty: 4699.681152
	Iteration 39Q: 3 clusters Score -1864338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1864344.625000 Penalty: 4699.681152
	Iteration 40F: 3 clusters Score -1864345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1864354.000000 Penalty: 4699.681152
	Iteration 41Q: 3 clusters Score -1864354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1864355.500000 Penalty: 4699.681152
	Iteration 42Q: 3 clusters Score -1864356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1864362.250000 Penalty: 4699.681152
	Iteration 43Q: 3 clusters Score -1864362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1864371.375000 Penalty: 4699.681152
	Iteration 44Q: 3 clusters Score -1864371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1864382.875000 Penalty: 4699.681152
	Iteration 45Q: 3 clusters Score -1864383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1864391.375000 Penalty: 4699.681152
	Iteration 46Q: 3 clusters Score -1864391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1864401.875000 Penalty: 4699.681152
	Iteration 47Q: 3 clusters Score -1864402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1864411.125000 Penalty: 4699.681152
	Iteration 48Q: 3 clusters Score -1864411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1864416.000000 Penalty: 4699.681152
	Iteration 49Q: 3 clusters Score -1864416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1864426.875000 Penalty: 4699.681152
	Iteration 50Q: 3 clusters Score -1864427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1864434.250000 Penalty: 4699.681152
	Iteration 51Q: 3 clusters Score -1864434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1864442.500000 Penalty: 4699.681152
	Iteration 52Q: 3 clusters Score -1864442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1864449.125000 Penalty: 4699.681152
	Iteration 53Q: 3 clusters Score -1864449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1864453.750000 Penalty: 4699.681152
	Iteration 54Q: 3 clusters Score -1864454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1864457.125000 Penalty: 4699.681152
	Iteration 55Q: 3 clusters Score -1864457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1864467.125000 Penalty: 4699.681152
	Iteration 56Q: 3 clusters Score -1864467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1864471.875000 Penalty: 4699.681152
	Iteration 57Q: 3 clusters Score -1864472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1864472.875000 Penalty: 4699.681152
	Iteration 58Q: 3 clusters Score -1864473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1864479.750000 Penalty: 4699.681152
	Iteration 59Q: 3 clusters Score -1864480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1864482.250000 Penalty: 4699.681152
	Iteration 60F: 3 clusters Score -1864482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1864483.250000 Penalty: 4699.681152
	Iteration 61Q: 3 clusters Score -1864483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1864488.125000 Penalty: 4699.681152
	Iteration 62Q: 3 clusters Score -1864488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1864486.875000 Penalty: 4699.681152
	Iteration 63Q: 3 clusters Score -1864487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1864487.125000 Penalty: 4699.681152
	Iteration 64Q: 3 clusters Score -1864487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1864488.250000 Penalty: 4699.681152
	Iteration 65Q: 3 clusters Score -1864488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1864493.375000 Penalty: 4699.681152
	Iteration 66Q: 3 clusters Score -1864493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1864492.250000 Penalty: 4699.681152
	Iteration 67Q: 3 clusters Score -1864492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1864492.375000 Penalty: 4699.681152
	Iteration 68Q: 3 clusters Score -1864492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1864489.500000 Penalty: 4699.681152
	Iteration 69Q: 3 clusters Score -1864490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1864491.625000 Penalty: 4699.681152
	Iteration 70Q: 3 clusters Score -1864492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1864496.250000 Penalty: 4699.681152
	Iteration 71Q: 3 clusters Score -1864496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1864500.250000 Penalty: 4699.681152
	Iteration 72Q: 3 clusters Score -1864500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1864503.250000 Penalty: 4699.681152
	Iteration 73Q: 3 clusters Score -1864503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1864503.000000 Penalty: 4699.681152
	Iteration 74Q: 3 clusters Score -1864503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1864503.250000 Penalty: 4699.681152
	Iteration 75Q: 3 clusters Score -1864503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1864505.625000 Penalty: 4699.681152
	Iteration 76Q: 3 clusters Score -1864506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1864508.000000 Penalty: 4699.681152
	Iteration 77Q: 3 clusters Score -1864508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1864513.000000 Penalty: 4699.681152
	Iteration 78Q: 3 clusters Score -1864513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1864514.500000 Penalty: 4699.681152
	Iteration 79Q: 3 clusters Score -1864514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1864517.000000 Penalty: 4699.681152
	Iteration 80F: 3 clusters Score -1864517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1864518.625000 Penalty: 4699.681152
	Iteration 81Q: 3 clusters Score -1864519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1864517.125000 Penalty: 4699.681152
	Iteration 82Q: 3 clusters Score -1864517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1864521.875000 Penalty: 4699.681152
	Iteration 83Q: 3 clusters Score -1864522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1864520.500000 Penalty: 4699.681152
	Iteration 84Q: 3 clusters Score -1864520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1864524.375000 Penalty: 4699.681152
	Iteration 85Q: 3 clusters Score -1864524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1864533.625000 Penalty: 4699.681152
	Iteration 86Q: 3 clusters Score -1864534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1864531.625000 Penalty: 4699.681152
	Iteration 87Q: 3 clusters Score -1864532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1864539.375000 Penalty: 4699.681152
	Iteration 88Q: 3 clusters Score -1864539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1864550.125000 Penalty: 4699.681152
	Iteration 89Q: 3 clusters Score -1864550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1864551.750000 Penalty: 4699.681152
	Iteration 90Q: 3 clusters Score -1864552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1864564.375000 Penalty: 4699.681152
	Iteration 91Q: 3 clusters Score -1864564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1864567.500000 Penalty: 4699.681152
	Iteration 92Q: 3 clusters Score -1864568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1864577.000000 Penalty: 4699.681152
	Iteration 93Q: 3 clusters Score -1864577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1864586.750000 Penalty: 4699.681152
	Iteration 94Q: 3 clusters Score -1864587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1864597.625000 Penalty: 4699.681152
	Iteration 95Q: 3 clusters Score -1864598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1864606.875000 Penalty: 4699.681152
	Iteration 96Q: 3 clusters Score -1864607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1864609.125000 Penalty: 4699.681152
	Iteration 97Q: 3 clusters Score -1864609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1864615.250000 Penalty: 4699.681152
	Iteration 98Q: 3 clusters Score -1864615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1864617.875000 Penalty: 4699.681152
	Iteration 99Q: 3 clusters Score -1864618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1864624.375000 Penalty: 4699.681152
	Iteration 100F: 3 clusters Score -1864624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1864632.125000 Penalty: 4699.681152
	Iteration 101Q: 3 clusters Score -1864632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1864636.750000 Penalty: 4699.681152
	Iteration 102Q: 3 clusters Score -1864637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1864637.500000 Penalty: 4699.681152
	Iteration 103Q: 3 clusters Score -1864638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1864642.250000 Penalty: 4699.681152
	Iteration 104Q: 3 clusters Score -1864642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1864640.625000 Penalty: 4699.681152
	Iteration 105Q: 3 clusters Score -1864641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1864642.250000 Penalty: 4699.681152
	Iteration 106Q: 3 clusters Score -1864642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1864643.375000 Penalty: 4699.681152
	Iteration 107Q: 3 clusters Score -1864643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1864646.750000 Penalty: 4699.681152
	Iteration 108Q: 3 clusters Score -1864647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1864646.375000 Penalty: 4699.681152
	Iteration 109Q: 3 clusters Score -1864646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1864646.375000 Penalty: 4699.681152
	Iteration 110F: 3 clusters Score -1864646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (104874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104874 members 
Entering Unmasked Estep 
Score: -14957575.000000 Penalty: 2867.007568
	Iteration 0F: 2 clusters Score -1.495758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -14889370.000000 Penalty: 5734.015137
	Iteration 0F: 3 clusters Score -1.488937e+07 nChanged 49627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -14917652.000000 Penalty: 5734.015137
	Iteration 1F: 3 clusters Score -1.491765e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -14918379.000000 Penalty: 5734.015137
	Iteration 2Q: 3 clusters Score -1.491838e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -14919284.000000 Penalty: 5734.015137
	Iteration 3Q: 3 clusters Score -1.491928e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -14920748.000000 Penalty: 5734.015137
	Iteration 4Q: 3 clusters Score -1.492075e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -14922895.000000 Penalty: 5734.015137
	Iteration 5Q: 3 clusters Score -1.49229e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -14926005.000000 Penalty: 5734.015137
	Iteration 6F: 3 clusters Score -1.4926e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -14930372.000000 Penalty: 5734.015137
	Iteration 7F: 3 clusters Score -1.493037e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -14936340.000000 Penalty: 5734.015137
	Iteration 8F: 3 clusters Score -1.493634e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -14943896.000000 Penalty: 5734.015137
	Iteration 9F: 3 clusters Score -1.49439e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -14950121.000000 Penalty: 5734.015137
	Iteration 10F: 3 clusters Score -1.495012e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -14952573.000000 Penalty: 5734.015137
	Iteration 11Q: 3 clusters Score -1.495257e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -14953551.000000 Penalty: 5734.015137
	Iteration 12Q: 3 clusters Score -1.495355e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -14954075.000000 Penalty: 5734.015137
	Iteration 13Q: 3 clusters Score -1.495408e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -14954356.000000 Penalty: 5734.015137
	Iteration 14Q: 3 clusters Score -1.495436e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -14954572.000000 Penalty: 5734.015137
	Iteration 15Q: 3 clusters Score -1.495457e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -14954724.000000 Penalty: 5734.015137
	Iteration 16Q: 3 clusters Score -1.495472e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -14954856.000000 Penalty: 5734.015137
	Iteration 17Q: 3 clusters Score -1.495486e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77732 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -14954905.000000 Penalty: 5734.015137
	Iteration 18Q: 3 clusters Score -1.49549e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -14954972.000000 Penalty: 5734.015137
	Iteration 19Q: 3 clusters Score -1.495497e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -14954986.000000 Penalty: 5734.015137
	Iteration 20F: 3 clusters Score -1.495499e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -14955046.000000 Penalty: 5734.015137
	Iteration 21Q: 3 clusters Score -1.495505e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -14955143.000000 Penalty: 5734.015137
	Iteration 22Q: 3 clusters Score -1.495514e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -14955209.000000 Penalty: 5734.015137
	Iteration 23Q: 3 clusters Score -1.495521e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -14955246.000000 Penalty: 5734.015137
	Iteration 24Q: 3 clusters Score -1.495525e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -14955256.000000 Penalty: 5734.015137
	Iteration 25Q: 3 clusters Score -1.495526e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -14955318.000000 Penalty: 5734.015137
	Iteration 26Q: 3 clusters Score -1.495532e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -14955389.000000 Penalty: 5734.015137
	Iteration 27Q: 3 clusters Score -1.495539e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -14955408.000000 Penalty: 5734.015137
	Iteration 28Q: 3 clusters Score -1.495541e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85843 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -14955487.000000 Penalty: 5734.015137
	Iteration 29Q: 3 clusters Score -1.495549e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -14955559.000000 Penalty: 5734.015137
	Iteration 30Q: 3 clusters Score -1.495556e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -14955623.000000 Penalty: 5734.015137
	Iteration 31Q: 3 clusters Score -1.495562e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -14955665.000000 Penalty: 5734.015137
	Iteration 32Q: 3 clusters Score -1.495566e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -14955740.000000 Penalty: 5734.015137
	Iteration 33Q: 3 clusters Score -1.495574e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -14955832.000000 Penalty: 5734.015137
	Iteration 34Q: 3 clusters Score -1.495583e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -14955901.000000 Penalty: 5734.015137
	Iteration 35Q: 3 clusters Score -1.49559e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -14955948.000000 Penalty: 5734.015137
	Iteration 36Q: 3 clusters Score -1.495595e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -14956032.000000 Penalty: 5734.015137
	Iteration 37Q: 3 clusters Score -1.495603e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -14956105.000000 Penalty: 5734.015137
	Iteration 38Q: 3 clusters Score -1.49561e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -14956123.000000 Penalty: 5734.015137
	Iteration 39Q: 3 clusters Score -1.495612e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -14956160.000000 Penalty: 5734.015137
	Iteration 40F: 3 clusters Score -1.495616e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -14956180.000000 Penalty: 5734.015137
	Iteration 41Q: 3 clusters Score -1.495618e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -14956136.000000 Penalty: 5734.015137
	Iteration 42Q: 3 clusters Score -1.495614e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -14956210.000000 Penalty: 5734.015137
	Iteration 43Q: 3 clusters Score -1.495621e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -14956245.000000 Penalty: 5734.015137
	Iteration 44Q: 3 clusters Score -1.495624e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95468 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -14956252.000000 Penalty: 5734.015137
	Iteration 45Q: 3 clusters Score -1.495625e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95881 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -14956305.000000 Penalty: 5734.015137
	Iteration 46Q: 3 clusters Score -1.49563e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -14956369.000000 Penalty: 5734.015137
	Iteration 47Q: 3 clusters Score -1.495637e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96660 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -14956360.000000 Penalty: 5734.015137
	Iteration 48Q: 3 clusters Score -1.495636e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -14956350.000000 Penalty: 5734.015137
	Iteration 49Q: 3 clusters Score -1.495635e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -14956373.000000 Penalty: 5734.015137
	Iteration 50Q: 3 clusters Score -1.495637e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97648 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -14956411.000000 Penalty: 5734.015137
	Iteration 51Q: 3 clusters Score -1.495641e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -14956394.000000 Penalty: 5734.015137
	Iteration 52Q: 3 clusters Score -1.495639e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -14956430.000000 Penalty: 5734.015137
	Iteration 53Q: 3 clusters Score -1.495643e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -14956394.000000 Penalty: 5734.015137
	Iteration 54Q: 3 clusters Score -1.495639e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -14956381.000000 Penalty: 5734.015137
	Iteration 55Q: 3 clusters Score -1.495638e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -14956373.000000 Penalty: 5734.015137
	Iteration 56Q: 3 clusters Score -1.495637e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -14956400.000000 Penalty: 5734.015137
	Iteration 57Q: 3 clusters Score -1.49564e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99185 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -14956413.000000 Penalty: 5734.015137
	Iteration 58Q: 3 clusters Score -1.495641e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -14956426.000000 Penalty: 5734.015137
	Iteration 59Q: 3 clusters Score -1.495643e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -14956415.000000 Penalty: 5734.015137
	Iteration 60F: 3 clusters Score -1.495642e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99639 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -14956368.000000 Penalty: 5734.015137
	Iteration 61Q: 3 clusters Score -1.495637e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99778 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -14956385.000000 Penalty: 5734.015137
	Iteration 62Q: 3 clusters Score -1.495638e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99890 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -14956374.000000 Penalty: 5734.015137
	Iteration 63Q: 3 clusters Score -1.495637e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100011 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -14956351.000000 Penalty: 5734.015137
	Iteration 64Q: 3 clusters Score -1.495635e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -14956358.000000 Penalty: 5734.015137
	Iteration 65Q: 3 clusters Score -1.495636e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100223 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -14956347.000000 Penalty: 5734.015137
	Iteration 66Q: 3 clusters Score -1.495635e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100309 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -14956358.000000 Penalty: 5734.015137
	Iteration 67Q: 3 clusters Score -1.495636e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100394 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -14956363.000000 Penalty: 5734.015137
	Iteration 68Q: 3 clusters Score -1.495636e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100481 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -14956377.000000 Penalty: 5734.015137
	Iteration 69Q: 3 clusters Score -1.495638e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100563 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -14956393.000000 Penalty: 5734.015137
	Iteration 70Q: 3 clusters Score -1.495639e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100646 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -14956384.000000 Penalty: 5734.015137
	Iteration 71Q: 3 clusters Score -1.495638e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -14956381.000000 Penalty: 5734.015137
	Iteration 72Q: 3 clusters Score -1.495638e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100801 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -14956393.000000 Penalty: 5734.015137
	Iteration 73Q: 3 clusters Score -1.495639e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100869 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -14956394.000000 Penalty: 5734.015137
	Iteration 74Q: 3 clusters Score -1.495639e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100924 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -14956369.000000 Penalty: 5734.015137
	Iteration 75Q: 3 clusters Score -1.495637e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -14956376.000000 Penalty: 5734.015137
	Iteration 76Q: 3 clusters Score -1.495638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -14956371.000000 Penalty: 5734.015137
	Iteration 77Q: 3 clusters Score -1.495637e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101037 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -14956361.000000 Penalty: 5734.015137
	Iteration 78Q: 3 clusters Score -1.495636e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -14956362.000000 Penalty: 5734.015137
	Iteration 79Q: 3 clusters Score -1.495636e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -14956367.000000 Penalty: 5734.015137
	Iteration 80F: 3 clusters Score -1.495637e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -14956369.000000 Penalty: 5734.015137
	Iteration 81Q: 3 clusters Score -1.495637e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -14956346.000000 Penalty: 5734.015137
	Iteration 82Q: 3 clusters Score -1.495635e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101237 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -14956358.000000 Penalty: 5734.015137
	Iteration 83Q: 3 clusters Score -1.495636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -14956331.000000 Penalty: 5734.015137
	Iteration 84Q: 3 clusters Score -1.495633e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -14956338.000000 Penalty: 5734.015137
	Iteration 85Q: 3 clusters Score -1.495634e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -14956299.000000 Penalty: 5734.015137
	Iteration 86Q: 3 clusters Score -1.49563e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101416 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -14956315.000000 Penalty: 5734.015137
	Iteration 87Q: 3 clusters Score -1.495632e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101465 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -14956312.000000 Penalty: 5734.015137
	Iteration 88Q: 3 clusters Score -1.495631e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101511 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -14956326.000000 Penalty: 5734.015137
	Iteration 89Q: 3 clusters Score -1.495633e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101552 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -14956328.000000 Penalty: 5734.015137
	Iteration 90Q: 3 clusters Score -1.495633e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101591 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -14956306.000000 Penalty: 5734.015137
	Iteration 91Q: 3 clusters Score -1.495631e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -14956331.000000 Penalty: 5734.015137
	Iteration 92Q: 3 clusters Score -1.495633e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101669 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -14956324.000000 Penalty: 5734.015137
	Iteration 93Q: 3 clusters Score -1.495632e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101707 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -14956316.000000 Penalty: 5734.015137
	Iteration 94Q: 3 clusters Score -1.495632e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101740 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -14956319.000000 Penalty: 5734.015137
	Iteration 95Q: 3 clusters Score -1.495632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101768 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -14956335.000000 Penalty: 5734.015137
	Iteration 96Q: 3 clusters Score -1.495634e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101795 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -14956336.000000 Penalty: 5734.015137
	Iteration 97Q: 3 clusters Score -1.495634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -14956312.000000 Penalty: 5734.015137
	Iteration 98Q: 3 clusters Score -1.495631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -14956309.000000 Penalty: 5734.015137
	Iteration 99Q: 3 clusters Score -1.495631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101852 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -14956310.000000 Penalty: 5734.015137
	Iteration 100F: 3 clusters Score -1.495631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101866 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -14956309.000000 Penalty: 5734.015137
	Iteration 101Q: 3 clusters Score -1.495631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101879 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -14956291.000000 Penalty: 5734.015137
	Iteration 102Q: 3 clusters Score -1.495629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -14956293.000000 Penalty: 5734.015137
	Iteration 103Q: 3 clusters Score -1.495629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101902 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -14956302.000000 Penalty: 5734.015137
	Iteration 104Q: 3 clusters Score -1.49563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101914 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -14956295.000000 Penalty: 5734.015137
	Iteration 105Q: 3 clusters Score -1.49563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101929 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -14956315.000000 Penalty: 5734.015137
	Iteration 106Q: 3 clusters Score -1.495632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -14956317.000000 Penalty: 5734.015137
	Iteration 107Q: 3 clusters Score -1.495632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101945 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -14956324.000000 Penalty: 5734.015137
	Iteration 108Q: 3 clusters Score -1.495632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -14956321.000000 Penalty: 5734.015137
	Iteration 109Q: 3 clusters Score -1.495632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -14956314.000000 Penalty: 5734.015137
	Iteration 110Q: 3 clusters Score -1.495631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -14956323.000000 Penalty: 5734.015137
	Iteration 111Q: 3 clusters Score -1.495632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101985 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -14956322.000000 Penalty: 5734.015137
	Iteration 112Q: 3 clusters Score -1.495632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101993 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -14956317.000000 Penalty: 5734.015137
	Iteration 113Q: 3 clusters Score -1.495632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -14956335.000000 Penalty: 5734.015137
	Iteration 114Q: 3 clusters Score -1.495634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -14956342.000000 Penalty: 5734.015137
	Iteration 115Q: 3 clusters Score -1.495634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102005 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -14956331.000000 Penalty: 5734.015137
	Iteration 116Q: 3 clusters Score -1.495633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102006 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -14956335.000000 Penalty: 5734.015137
	Iteration 117Q: 3 clusters Score -1.495634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -14956344.000000 Penalty: 5734.015137
	Iteration 118Q: 3 clusters Score -1.495634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -14956341.000000 Penalty: 5734.015137
	Iteration 119Q: 3 clusters Score -1.495634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102012 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -14956341.000000 Penalty: 5734.015137
	Iteration 120F: 3 clusters Score -1.495634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -14956345.000000 Penalty: 5734.015137
	Iteration 121Q: 3 clusters Score -1.495634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -14956345.000000 Penalty: 5734.015137
	Iteration 122F: 3 clusters Score -1.495634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Entering Unmasked Estep 
Score: -4701526.500000 Penalty: 2579.323486
	Iteration 0F: 2 clusters Score -4701526 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 16389 members 
Entering Unmasked Estep 
Score: -4679017.000000 Penalty: 5158.646973
	Iteration 0F: 3 clusters Score -4679017 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4687105.000000 Penalty: 5158.646973
	Iteration 1F: 3 clusters Score -4687105 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -4687496.500000 Penalty: 5158.646973
	Iteration 2Q: 3 clusters Score -4687496 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4687832.000000 Penalty: 5158.646973
	Iteration 3Q: 3 clusters Score -4687832 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4688188.500000 Penalty: 5158.646973
	Iteration 4Q: 3 clusters Score -4688188 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4688548.000000 Penalty: 5158.646973
	Iteration 5Q: 3 clusters Score -4688548 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -4688992.000000 Penalty: 5158.646973
	Iteration 6Q: 3 clusters Score -4688992 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -4689514.000000 Penalty: 5158.646973
	Iteration 7Q: 3 clusters Score -4689514 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -4690100.500000 Penalty: 5158.646973
	Iteration 8Q: 3 clusters Score -4690100 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -4690766.500000 Penalty: 5158.646973
	Iteration 9Q: 3 clusters Score -4690766 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -4691540.500000 Penalty: 5158.646973
	Iteration 10Q: 3 clusters Score -4691540 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -4692353.500000 Penalty: 5158.646973
	Iteration 11Q: 3 clusters Score -4692354 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -4693216.000000 Penalty: 5158.646973
	Iteration 12Q: 3 clusters Score -4693216 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4694126.000000 Penalty: 5158.646973
	Iteration 13Q: 3 clusters Score -4694126 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -4694885.000000 Penalty: 5158.646973
	Iteration 14Q: 3 clusters Score -4694885 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -4695404.500000 Penalty: 5158.646973
	Iteration 15Q: 3 clusters Score -4695404 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -4695743.500000 Penalty: 5158.646973
	Iteration 16Q: 3 clusters Score -4695744 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -4695932.500000 Penalty: 5158.646973
	Iteration 17Q: 3 clusters Score -4695932 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4696001.500000 Penalty: 5158.646973
	Iteration 18Q: 3 clusters Score -4696002 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4696066.000000 Penalty: 5158.646973
	Iteration 19Q: 3 clusters Score -4696066 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4696108.500000 Penalty: 5158.646973
	Iteration 20F: 3 clusters Score -4696108 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -4696136.000000 Penalty: 5158.646973
	Iteration 21Q: 3 clusters Score -4696136 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -4696183.000000 Penalty: 5158.646973
	Iteration 22Q: 3 clusters Score -4696183 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -4696230.000000 Penalty: 5158.646973
	Iteration 23Q: 3 clusters Score -4696230 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -4696257.500000 Penalty: 5158.646973
	Iteration 24Q: 3 clusters Score -4696258 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -4696282.000000 Penalty: 5158.646973
	Iteration 25Q: 3 clusters Score -4696282 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -4696317.500000 Penalty: 5158.646973
	Iteration 26Q: 3 clusters Score -4696318 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -4696362.000000 Penalty: 5158.646973
	Iteration 27Q: 3 clusters Score -4696362 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -4696406.000000 Penalty: 5158.646973
	Iteration 28Q: 3 clusters Score -4696406 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -4696462.000000 Penalty: 5158.646973
	Iteration 29Q: 3 clusters Score -4696462 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -4696514.500000 Penalty: 5158.646973
	Iteration 30Q: 3 clusters Score -4696514 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -4696568.500000 Penalty: 5158.646973
	Iteration 31Q: 3 clusters Score -4696568 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -4696620.500000 Penalty: 5158.646973
	Iteration 32Q: 3 clusters Score -4696620 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -4696685.000000 Penalty: 5158.646973
	Iteration 33Q: 3 clusters Score -4696685 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -4696735.000000 Penalty: 5158.646973
	Iteration 34Q: 3 clusters Score -4696735 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -4696815.000000 Penalty: 5158.646973
	Iteration 35Q: 3 clusters Score -4696815 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -4696898.500000 Penalty: 5158.646973
	Iteration 36Q: 3 clusters Score -4696898 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -4696966.500000 Penalty: 5158.646973
	Iteration 37Q: 3 clusters Score -4696966 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -4697049.000000 Penalty: 5158.646973
	Iteration 38Q: 3 clusters Score -4697049 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -4697122.500000 Penalty: 5158.646973
	Iteration 39Q: 3 clusters Score -4697122 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -4697202.000000 Penalty: 5158.646973
	Iteration 40F: 3 clusters Score -4697202 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -4697256.500000 Penalty: 5158.646973
	Iteration 41Q: 3 clusters Score -4697256 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4697347.000000 Penalty: 5158.646973
	Iteration 42Q: 3 clusters Score -4697347 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4697444.500000 Penalty: 5158.646973
	Iteration 43Q: 3 clusters Score -4697444 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -4697529.500000 Penalty: 5158.646973
	Iteration 44Q: 3 clusters Score -4697530 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4697643.000000 Penalty: 5158.646973
	Iteration 45Q: 3 clusters Score -4697643 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4697791.000000 Penalty: 5158.646973
	Iteration 46Q: 3 clusters Score -4697791 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -4697914.000000 Penalty: 5158.646973
	Iteration 47Q: 3 clusters Score -4697914 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4698036.500000 Penalty: 5158.646973
	Iteration 48Q: 3 clusters Score -4698036 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4698148.000000 Penalty: 5158.646973
	Iteration 49Q: 3 clusters Score -4698148 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4698289.000000 Penalty: 5158.646973
	Iteration 50Q: 3 clusters Score -4698289 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4698444.500000 Penalty: 5158.646973
	Iteration 51Q: 3 clusters Score -4698444 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4698582.000000 Penalty: 5158.646973
	Iteration 52Q: 3 clusters Score -4698582 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4698710.000000 Penalty: 5158.646973
	Iteration 53Q: 3 clusters Score -4698710 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4698788.000000 Penalty: 5158.646973
	Iteration 54Q: 3 clusters Score -4698788 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4698846.000000 Penalty: 5158.646973
	Iteration 55Q: 3 clusters Score -4698846 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4698919.000000 Penalty: 5158.646973
	Iteration 56Q: 3 clusters Score -4698919 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4698984.000000 Penalty: 5158.646973
	Iteration 57Q: 3 clusters Score -4698984 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4699052.000000 Penalty: 5158.646973
	Iteration 58Q: 3 clusters Score -4699052 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4699098.000000 Penalty: 5158.646973
	Iteration 59Q: 3 clusters Score -4699098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4699140.500000 Penalty: 5158.646973
	Iteration 60F: 3 clusters Score -4699140 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4699143.500000 Penalty: 5158.646973
	Iteration 61Q: 3 clusters Score -4699144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4699183.000000 Penalty: 5158.646973
	Iteration 62Q: 3 clusters Score -4699183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4699207.000000 Penalty: 5158.646973
	Iteration 63Q: 3 clusters Score -4699207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4699231.000000 Penalty: 5158.646973
	Iteration 64Q: 3 clusters Score -4699231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4699246.000000 Penalty: 5158.646973
	Iteration 65Q: 3 clusters Score -4699246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4699255.000000 Penalty: 5158.646973
	Iteration 66Q: 3 clusters Score -4699255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4699274.000000 Penalty: 5158.646973
	Iteration 67Q: 3 clusters Score -4699274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4699280.500000 Penalty: 5158.646973
	Iteration 68Q: 3 clusters Score -4699280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4699284.000000 Penalty: 5158.646973
	Iteration 69Q: 3 clusters Score -4699284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4699290.500000 Penalty: 5158.646973
	Iteration 70Q: 3 clusters Score -4699290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4699291.000000 Penalty: 5158.646973
	Iteration 71Q: 3 clusters Score -4699291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4699288.500000 Penalty: 5158.646973
	Iteration 72Q: 3 clusters Score -4699288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4699298.000000 Penalty: 5158.646973
	Iteration 73Q: 3 clusters Score -4699298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4699309.500000 Penalty: 5158.646973
	Iteration 74Q: 3 clusters Score -4699310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4699318.000000 Penalty: 5158.646973
	Iteration 75Q: 3 clusters Score -4699318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4699330.500000 Penalty: 5158.646973
	Iteration 76Q: 3 clusters Score -4699330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4699333.500000 Penalty: 5158.646973
	Iteration 77Q: 3 clusters Score -4699334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4699341.000000 Penalty: 5158.646973
	Iteration 78Q: 3 clusters Score -4699341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4699348.500000 Penalty: 5158.646973
	Iteration 79Q: 3 clusters Score -4699348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4699353.500000 Penalty: 5158.646973
	Iteration 80F: 3 clusters Score -4699354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4699352.500000 Penalty: 5158.646973
	Iteration 81Q: 3 clusters Score -4699352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4699357.500000 Penalty: 5158.646973
	Iteration 82Q: 3 clusters Score -4699358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4699359.500000 Penalty: 5158.646973
	Iteration 83Q: 3 clusters Score -4699360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4699359.000000 Penalty: 5158.646973
	Iteration 84Q: 3 clusters Score -4699359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4699359.500000 Penalty: 5158.646973
	Iteration 85Q: 3 clusters Score -4699360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4699358.500000 Penalty: 5158.646973
	Iteration 86Q: 3 clusters Score -4699358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4699358.500000 Penalty: 5158.646973
	Iteration 87F: 3 clusters Score -4699358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Entering Unmasked Estep 
Score: -5813848.000000 Penalty: 2641.202148
	Iteration 0F: 2 clusters Score -5813848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -5785323.000000 Penalty: 5282.404297
	Iteration 0F: 3 clusters Score -5785323 nChanged 19354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -5795815.500000 Penalty: 5282.404297
	Iteration 1F: 3 clusters Score -5795816 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -5796279.500000 Penalty: 5282.404297
	Iteration 2Q: 3 clusters Score -5796280 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -5796628.000000 Penalty: 5282.404297
	Iteration 3Q: 3 clusters Score -5796628 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -5796927.000000 Penalty: 5282.404297
	Iteration 4Q: 3 clusters Score -5796927 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5797145.000000 Penalty: 5282.404297
	Iteration 5Q: 3 clusters Score -5797145 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5797357.500000 Penalty: 5282.404297
	Iteration 6Q: 3 clusters Score -5797358 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5797566.000000 Penalty: 5282.404297
	Iteration 7Q: 3 clusters Score -5797566 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5797791.000000 Penalty: 5282.404297
	Iteration 8Q: 3 clusters Score -5797791 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -5798047.500000 Penalty: 5282.404297
	Iteration 9Q: 3 clusters Score -5798048 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -5798324.000000 Penalty: 5282.404297
	Iteration 10Q: 3 clusters Score -5798324 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -5798640.000000 Penalty: 5282.404297
	Iteration 11Q: 3 clusters Score -5798640 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -5798948.500000 Penalty: 5282.404297
	Iteration 12Q: 3 clusters Score -5798948 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -5799322.000000 Penalty: 5282.404297
	Iteration 13Q: 3 clusters Score -5799322 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -5799738.000000 Penalty: 5282.404297
	Iteration 14Q: 3 clusters Score -5799738 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -5800173.000000 Penalty: 5282.404297
	Iteration 15Q: 3 clusters Score -5800173 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -5800658.000000 Penalty: 5282.404297
	Iteration 16Q: 3 clusters Score -5800658 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5801126.500000 Penalty: 5282.404297
	Iteration 17Q: 3 clusters Score -5801126 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -5801630.000000 Penalty: 5282.404297
	Iteration 18Q: 3 clusters Score -5801630 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -5801989.000000 Penalty: 5282.404297
	Iteration 19Q: 3 clusters Score -5801989 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -5802352.500000 Penalty: 5282.404297
	Iteration 20F: 3 clusters Score -5802352 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -5802628.500000 Penalty: 5282.404297
	Iteration 21Q: 3 clusters Score -5802628 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -5802887.000000 Penalty: 5282.404297
	Iteration 22Q: 3 clusters Score -5802887 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -5803117.500000 Penalty: 5282.404297
	Iteration 23Q: 3 clusters Score -5803118 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -5803386.000000 Penalty: 5282.404297
	Iteration 24Q: 3 clusters Score -5803386 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -5803575.500000 Penalty: 5282.404297
	Iteration 25Q: 3 clusters Score -5803576 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -5803771.000000 Penalty: 5282.404297
	Iteration 26Q: 3 clusters Score -5803771 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -5804049.000000 Penalty: 5282.404297
	Iteration 27Q: 3 clusters Score -5804049 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -5804334.000000 Penalty: 5282.404297
	Iteration 28Q: 3 clusters Score -5804334 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -5804587.000000 Penalty: 5282.404297
	Iteration 29Q: 3 clusters Score -5804587 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -5804934.000000 Penalty: 5282.404297
	Iteration 30Q: 3 clusters Score -5804934 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -5805327.500000 Penalty: 5282.404297
	Iteration 31Q: 3 clusters Score -5805328 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5805804.000000 Penalty: 5282.404297
	Iteration 32Q: 3 clusters Score -5805804 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -5806264.000000 Penalty: 5282.404297
	Iteration 33Q: 3 clusters Score -5806264 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -5806676.000000 Penalty: 5282.404297
	Iteration 34Q: 3 clusters Score -5806676 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -5807005.000000 Penalty: 5282.404297
	Iteration 35Q: 3 clusters Score -5807005 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -5807239.000000 Penalty: 5282.404297
	Iteration 36Q: 3 clusters Score -5807239 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -5807406.500000 Penalty: 5282.404297
	Iteration 37Q: 3 clusters Score -5807406 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -5807555.000000 Penalty: 5282.404297
	Iteration 38Q: 3 clusters Score -5807555 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5807720.500000 Penalty: 5282.404297
	Iteration 39Q: 3 clusters Score -5807720 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5807805.000000 Penalty: 5282.404297
	Iteration 40F: 3 clusters Score -5807805 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -5807913.000000 Penalty: 5282.404297
	Iteration 41Q: 3 clusters Score -5807913 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -5808010.500000 Penalty: 5282.404297
	Iteration 42Q: 3 clusters Score -5808010 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -5808116.500000 Penalty: 5282.404297
	Iteration 43Q: 3 clusters Score -5808116 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -5808168.000000 Penalty: 5282.404297
	Iteration 44Q: 3 clusters Score -5808168 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -5808198.500000 Penalty: 5282.404297
	Iteration 45Q: 3 clusters Score -5808198 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -5808265.500000 Penalty: 5282.404297
	Iteration 46Q: 3 clusters Score -5808266 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -5808336.000000 Penalty: 5282.404297
	Iteration 47Q: 3 clusters Score -5808336 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -5808409.000000 Penalty: 5282.404297
	Iteration 48Q: 3 clusters Score -5808409 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -5808473.500000 Penalty: 5282.404297
	Iteration 49Q: 3 clusters Score -5808474 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -5808567.000000 Penalty: 5282.404297
	Iteration 50Q: 3 clusters Score -5808567 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -5808643.500000 Penalty: 5282.404297
	Iteration 51Q: 3 clusters Score -5808644 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -5808748.000000 Penalty: 5282.404297
	Iteration 52Q: 3 clusters Score -5808748 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5808849.500000 Penalty: 5282.404297
	Iteration 53Q: 3 clusters Score -5808850 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -5808981.000000 Penalty: 5282.404297
	Iteration 54Q: 3 clusters Score -5808981 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -5809134.000000 Penalty: 5282.404297
	Iteration 55Q: 3 clusters Score -5809134 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -5809301.000000 Penalty: 5282.404297
	Iteration 56Q: 3 clusters Score -5809301 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -5809450.000000 Penalty: 5282.404297
	Iteration 57Q: 3 clusters Score -5809450 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -5809584.500000 Penalty: 5282.404297
	Iteration 58Q: 3 clusters Score -5809584 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -5809705.000000 Penalty: 5282.404297
	Iteration 59Q: 3 clusters Score -5809705 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -5809836.500000 Penalty: 5282.404297
	Iteration 60F: 3 clusters Score -5809836 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -5809930.000000 Penalty: 5282.404297
	Iteration 61Q: 3 clusters Score -5809930 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -5810032.000000 Penalty: 5282.404297
	Iteration 62Q: 3 clusters Score -5810032 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -5810097.500000 Penalty: 5282.404297
	Iteration 63Q: 3 clusters Score -5810098 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -5810218.500000 Penalty: 5282.404297
	Iteration 64Q: 3 clusters Score -5810218 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -5810284.500000 Penalty: 5282.404297
	Iteration 65Q: 3 clusters Score -5810284 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -5810366.000000 Penalty: 5282.404297
	Iteration 66Q: 3 clusters Score -5810366 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -5810430.500000 Penalty: 5282.404297
	Iteration 67Q: 3 clusters Score -5810430 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -5810565.500000 Penalty: 5282.404297
	Iteration 68Q: 3 clusters Score -5810566 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -5810707.000000 Penalty: 5282.404297
	Iteration 69Q: 3 clusters Score -5810707 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -5810833.000000 Penalty: 5282.404297
	Iteration 70Q: 3 clusters Score -5810833 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -5811004.000000 Penalty: 5282.404297
	Iteration 71Q: 3 clusters Score -5811004 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -5811136.500000 Penalty: 5282.404297
	Iteration 72Q: 3 clusters Score -5811136 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -5811269.000000 Penalty: 5282.404297
	Iteration 73Q: 3 clusters Score -5811269 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -5811433.500000 Penalty: 5282.404297
	Iteration 74Q: 3 clusters Score -5811434 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -5811599.500000 Penalty: 5282.404297
	Iteration 75Q: 3 clusters Score -5811600 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -5811726.000000 Penalty: 5282.404297
	Iteration 76Q: 3 clusters Score -5811726 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -5811835.500000 Penalty: 5282.404297
	Iteration 77Q: 3 clusters Score -5811836 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -5811956.500000 Penalty: 5282.404297
	Iteration 78Q: 3 clusters Score -5811956 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -5812025.000000 Penalty: 5282.404297
	Iteration 79Q: 3 clusters Score -5812025 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -5812094.000000 Penalty: 5282.404297
	Iteration 80F: 3 clusters Score -5812094 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -5812140.500000 Penalty: 5282.404297
	Iteration 81Q: 3 clusters Score -5812140 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -5812166.000000 Penalty: 5282.404297
	Iteration 82Q: 3 clusters Score -5812166 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5812187.500000 Penalty: 5282.404297
	Iteration 83Q: 3 clusters Score -5812188 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -5812223.000000 Penalty: 5282.404297
	Iteration 84Q: 3 clusters Score -5812223 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -5812241.000000 Penalty: 5282.404297
	Iteration 85Q: 3 clusters Score -5812241 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5812267.000000 Penalty: 5282.404297
	Iteration 86Q: 3 clusters Score -5812267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -5812299.500000 Penalty: 5282.404297
	Iteration 87Q: 3 clusters Score -5812300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -5812306.000000 Penalty: 5282.404297
	Iteration 88Q: 3 clusters Score -5812306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -5812314.000000 Penalty: 5282.404297
	Iteration 89Q: 3 clusters Score -5812314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -5812345.500000 Penalty: 5282.404297
	Iteration 90Q: 3 clusters Score -5812346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -5812341.000000 Penalty: 5282.404297
	Iteration 91Q: 3 clusters Score -5812341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -5812362.500000 Penalty: 5282.404297
	Iteration 92Q: 3 clusters Score -5812362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -5812369.000000 Penalty: 5282.404297
	Iteration 93Q: 3 clusters Score -5812369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -5812375.000000 Penalty: 5282.404297
	Iteration 94Q: 3 clusters Score -5812375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5812380.500000 Penalty: 5282.404297
	Iteration 95Q: 3 clusters Score -5812380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -5812376.000000 Penalty: 5282.404297
	Iteration 96Q: 3 clusters Score -5812376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -5812374.500000 Penalty: 5282.404297
	Iteration 97Q: 3 clusters Score -5812374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -5812378.500000 Penalty: 5282.404297
	Iteration 98Q: 3 clusters Score -5812378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -5812375.000000 Penalty: 5282.404297
	Iteration 99Q: 3 clusters Score -5812375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -5812367.000000 Penalty: 5282.404297
	Iteration 100F: 3 clusters Score -5812367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -5812364.500000 Penalty: 5282.404297
	Iteration 101Q: 3 clusters Score -5812364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -5812365.500000 Penalty: 5282.404297
	Iteration 102Q: 3 clusters Score -5812366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -5812363.000000 Penalty: 5282.404297
	Iteration 103Q: 3 clusters Score -5812363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -5812364.500000 Penalty: 5282.404297
	Iteration 104Q: 3 clusters Score -5812364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5812363.500000 Penalty: 5282.404297
	Iteration 105Q: 3 clusters Score -5812364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5812361.500000 Penalty: 5282.404297
	Iteration 106Q: 3 clusters Score -5812362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -5812363.000000 Penalty: 5282.404297
	Iteration 107Q: 3 clusters Score -5812363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -5812363.000000 Penalty: 5282.404297
	Iteration 108F: 3 clusters Score -5812363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -77802.765625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -77802.77 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 286 members 
Entering Unmasked Estep 
Score: -76196.953125 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -76196.95 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -76460.718750 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -76460.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76549.835938 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -76549.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76590.179688 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -76590.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76609.109375 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -76609.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76632.507812 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -76632.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76651.960938 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -76651.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76678.828125 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -76678.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76688.390625 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -76688.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76694.898438 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -76694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76702.117188 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -76702.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76707.164062 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -76707.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76708.570312 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -76708.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76708.570312 Penalty: 3193.125000
	Iteration 13F: 3 clusters Score -76708.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -31252.373047 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -31252.37 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 127 members 
Entering Unmasked Estep 
Score: -30013.029297 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -30013.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30086.062500 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -30086.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30113.044922 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -30113.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30134.640625 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -30134.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30158.865234 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -30158.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30167.585938 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -30167.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30167.585938 Penalty: 2765.670898
	Iteration 6F: 3 clusters Score -30167.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83458 members 
Mstep: Class 4 contains 161920 members 
Mstep: Class 5 contains 60522 members 
Mstep: Class 6 contains 12698 members 
Mstep: Class 7 contains 36172 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111905 members 
Mstep: Class 11 contains 112817 members 
Mstep: Class 12 contains 42287 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 159350 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26504 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42413 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13032 members 
Mstep: Class 21 contains 104874 members 
Mstep: Class 22 contains 32876 members 
Mstep: Class 23 contains 42193 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068816.000000 Penalty: 86006.992188
Iteration 279Q: 26 clusters Score -1.470688e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83460 members 
Mstep: Class 4 contains 161913 members 
Mstep: Class 5 contains 60526 members 
Mstep: Class 6 contains 12699 members 
Mstep: Class 7 contains 36168 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111891 members 
Mstep: Class 11 contains 112891 members 
Mstep: Class 12 contains 42296 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159333 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26506 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42411 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 104814 members 
Mstep: Class 22 contains 32876 members 
Mstep: Class 23 contains 42203 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068704.000000 Penalty: 86006.992188
Iteration 280F: 26 clusters Score -1.470687e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83472 members 
Mstep: Class 4 contains 161921 members 
Mstep: Class 5 contains 60526 members 
Mstep: Class 6 contains 12700 members 
Mstep: Class 7 contains 36168 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111881 members 
Mstep: Class 11 contains 112947 members 
Mstep: Class 12 contains 42301 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159306 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26508 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42412 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 104767 members 
Mstep: Class 22 contains 32870 members 
Mstep: Class 23 contains 42207 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068560.000000 Penalty: 86006.992188
Iteration 281Q: 26 clusters Score -1.470686e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83483 members 
Mstep: Class 4 contains 161932 members 
Mstep: Class 5 contains 60527 members 
Mstep: Class 6 contains 12693 members 
Mstep: Class 7 contains 36163 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111857 members 
Mstep: Class 11 contains 112980 members 
Mstep: Class 12 contains 42302 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 159301 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26512 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42413 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13040 members 
Mstep: Class 21 contains 104739 members 
Mstep: Class 22 contains 32871 members 
Mstep: Class 23 contains 42213 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068544.000000 Penalty: 86006.992188
Iteration 282Q: 26 clusters Score -1.470685e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83495 members 
Mstep: Class 4 contains 161952 members 
Mstep: Class 5 contains 60528 members 
Mstep: Class 6 contains 12688 members 
Mstep: Class 7 contains 36158 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111842 members 
Mstep: Class 11 contains 113003 members 
Mstep: Class 12 contains 42308 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159280 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26515 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42415 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13044 members 
Mstep: Class 21 contains 104709 members 
Mstep: Class 22 contains 32871 members 
Mstep: Class 23 contains 42218 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068704.000000 Penalty: 86006.992188
Iteration 283Q: 26 clusters Score -1.470687e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83504 members 
Mstep: Class 4 contains 161967 members 
Mstep: Class 5 contains 60534 members 
Mstep: Class 6 contains 12675 members 
Mstep: Class 7 contains 36152 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111827 members 
Mstep: Class 11 contains 113057 members 
Mstep: Class 12 contains 42307 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159259 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26516 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42410 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13046 members 
Mstep: Class 21 contains 104676 members 
Mstep: Class 22 contains 32871 members 
Mstep: Class 23 contains 42223 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068720.000000 Penalty: 86006.992188
Iteration 284Q: 26 clusters Score -1.470687e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83517 members 
Mstep: Class 4 contains 161984 members 
Mstep: Class 5 contains 60540 members 
Mstep: Class 6 contains 12658 members 
Mstep: Class 7 contains 36153 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111811 members 
Mstep: Class 11 contains 113114 members 
Mstep: Class 12 contains 42309 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159234 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26517 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42409 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13048 members 
Mstep: Class 21 contains 104631 members 
Mstep: Class 22 contains 32870 members 
Mstep: Class 23 contains 42228 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068704.000000 Penalty: 86006.992188
Iteration 285Q: 26 clusters Score -1.470687e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83530 members 
Mstep: Class 4 contains 161998 members 
Mstep: Class 5 contains 60537 members 
Mstep: Class 6 contains 12651 members 
Mstep: Class 7 contains 36152 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111785 members 
Mstep: Class 11 contains 113174 members 
Mstep: Class 12 contains 42310 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159214 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26515 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42413 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13048 members 
Mstep: Class 21 contains 104593 members 
Mstep: Class 22 contains 32873 members 
Mstep: Class 23 contains 42231 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068720.000000 Penalty: 86006.992188
Iteration 286Q: 26 clusters Score -1.470687e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83541 members 
Mstep: Class 4 contains 162016 members 
Mstep: Class 5 contains 60531 members 
Mstep: Class 6 contains 12635 members 
Mstep: Class 7 contains 36150 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111765 members 
Mstep: Class 11 contains 113223 members 
Mstep: Class 12 contains 42314 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159198 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26517 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42408 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13048 members 
Mstep: Class 21 contains 104568 members 
Mstep: Class 22 contains 32874 members 
Mstep: Class 23 contains 42236 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068784.000000 Penalty: 86006.992188
Iteration 287Q: 26 clusters Score -1.470688e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83558 members 
Mstep: Class 4 contains 162031 members 
Mstep: Class 5 contains 60533 members 
Mstep: Class 6 contains 12624 members 
Mstep: Class 7 contains 36143 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111743 members 
Mstep: Class 11 contains 113277 members 
Mstep: Class 12 contains 42313 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159166 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26520 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42409 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13047 members 
Mstep: Class 21 contains 104540 members 
Mstep: Class 22 contains 32876 members 
Mstep: Class 23 contains 42241 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068576.000000 Penalty: 86006.992188
Iteration 288Q: 26 clusters Score -1.470686e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83569 members 
Mstep: Class 4 contains 162053 members 
Mstep: Class 5 contains 60529 members 
Mstep: Class 6 contains 12617 members 
Mstep: Class 7 contains 36142 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111717 members 
Mstep: Class 11 contains 113326 members 
Mstep: Class 12 contains 42313 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159135 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26525 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 104519 members 
Mstep: Class 22 contains 32879 members 
Mstep: Class 23 contains 42245 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068640.000000 Penalty: 86006.992188
Iteration 289Q: 26 clusters Score -1.470686e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83583 members 
Mstep: Class 4 contains 162056 members 
Mstep: Class 5 contains 60526 members 
Mstep: Class 6 contains 12613 members 
Mstep: Class 7 contains 36136 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111699 members 
Mstep: Class 11 contains 113350 members 
Mstep: Class 12 contains 42311 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159140 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26524 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42400 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 104497 members 
Mstep: Class 22 contains 32878 members 
Mstep: Class 23 contains 42259 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068736.000000 Penalty: 86006.992188
Iteration 290Q: 26 clusters Score -1.470687e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83595 members 
Mstep: Class 4 contains 162069 members 
Mstep: Class 5 contains 60529 members 
Mstep: Class 6 contains 12602 members 
Mstep: Class 7 contains 36131 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111678 members 
Mstep: Class 11 contains 113373 members 
Mstep: Class 12 contains 42314 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159125 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26525 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42395 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 104488 members 
Mstep: Class 22 contains 32880 members 
Mstep: Class 23 contains 42264 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068704.000000 Penalty: 86006.992188
Iteration 291Q: 26 clusters Score -1.470687e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83599 members 
Mstep: Class 4 contains 162084 members 
Mstep: Class 5 contains 60531 members 
Mstep: Class 6 contains 12595 members 
Mstep: Class 7 contains 36133 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111658 members 
Mstep: Class 11 contains 113401 members 
Mstep: Class 12 contains 42312 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159119 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26523 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42396 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 104466 members 
Mstep: Class 22 contains 32882 members 
Mstep: Class 23 contains 42268 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068736.000000 Penalty: 86006.992188
Iteration 292Q: 26 clusters Score -1.470687e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83599 members 
Mstep: Class 4 contains 162093 members 
Mstep: Class 5 contains 60533 members 
Mstep: Class 6 contains 12591 members 
Mstep: Class 7 contains 36134 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111637 members 
Mstep: Class 11 contains 113433 members 
Mstep: Class 12 contains 42311 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159121 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26525 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42394 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13051 members 
Mstep: Class 21 contains 104445 members 
Mstep: Class 22 contains 32882 members 
Mstep: Class 23 contains 42273 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068688.000000 Penalty: 86006.992188
Iteration 293Q: 26 clusters Score -1.470687e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83605 members 
Mstep: Class 4 contains 162107 members 
Mstep: Class 5 contains 60534 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 36138 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111619 members 
Mstep: Class 11 contains 113462 members 
Mstep: Class 12 contains 42309 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159125 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26528 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42390 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 104409 members 
Mstep: Class 22 contains 32885 members 
Mstep: Class 23 contains 42275 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068576.000000 Penalty: 86006.992188
Iteration 294Q: 26 clusters Score -1.470686e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83605 members 
Mstep: Class 4 contains 162113 members 
Mstep: Class 5 contains 60531 members 
Mstep: Class 6 contains 12580 members 
Mstep: Class 7 contains 36133 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111613 members 
Mstep: Class 11 contains 113508 members 
Mstep: Class 12 contains 42309 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159131 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26532 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42388 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 104368 members 
Mstep: Class 22 contains 32886 members 
Mstep: Class 23 contains 42275 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068624.000000 Penalty: 86006.992188
Iteration 295Q: 26 clusters Score -1.470686e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83610 members 
Mstep: Class 4 contains 162127 members 
Mstep: Class 5 contains 60525 members 
Mstep: Class 6 contains 12579 members 
Mstep: Class 7 contains 36132 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111594 members 
Mstep: Class 11 contains 113546 members 
Mstep: Class 12 contains 42312 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159126 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26537 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42387 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13053 members 
Mstep: Class 21 contains 104332 members 
Mstep: Class 22 contains 32888 members 
Mstep: Class 23 contains 42277 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068576.000000 Penalty: 86006.992188
Iteration 296Q: 26 clusters Score -1.470686e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83612 members 
Mstep: Class 4 contains 162133 members 
Mstep: Class 5 contains 60522 members 
Mstep: Class 6 contains 12576 members 
Mstep: Class 7 contains 36129 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111575 members 
Mstep: Class 11 contains 113598 members 
Mstep: Class 12 contains 42311 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159126 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26540 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42386 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13051 members 
Mstep: Class 21 contains 104297 members 
Mstep: Class 22 contains 32890 members 
Mstep: Class 23 contains 42278 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068752.000000 Penalty: 86006.992188
Iteration 297Q: 26 clusters Score -1.470688e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83619 members 
Mstep: Class 4 contains 162127 members 
Mstep: Class 5 contains 60528 members 
Mstep: Class 6 contains 12573 members 
Mstep: Class 7 contains 36123 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111567 members 
Mstep: Class 11 contains 113640 members 
Mstep: Class 12 contains 42314 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159122 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26541 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42387 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13048 members 
Mstep: Class 21 contains 104267 members 
Mstep: Class 22 contains 32892 members 
Mstep: Class 23 contains 42282 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 298Q: 26 clusters Score -1.470689e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83624 members 
Mstep: Class 4 contains 162110 members 
Mstep: Class 5 contains 60530 members 
Mstep: Class 6 contains 12573 members 
Mstep: Class 7 contains 36123 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111545 members 
Mstep: Class 11 contains 113674 members 
Mstep: Class 12 contains 42317 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159140 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26541 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42384 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13048 members 
Mstep: Class 21 contains 104241 members 
Mstep: Class 22 contains 32897 members 
Mstep: Class 23 contains 42292 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 299Q: 26 clusters Score -1.470688e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83627 members 
Mstep: Class 4 contains 162106 members 
Mstep: Class 5 contains 60530 members 
Mstep: Class 6 contains 12568 members 
Mstep: Class 7 contains 36122 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111528 members 
Mstep: Class 11 contains 113717 members 
Mstep: Class 12 contains 42315 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159147 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26541 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13049 members 
Mstep: Class 21 contains 104219 members 
Mstep: Class 22 contains 32901 members 
Mstep: Class 23 contains 42299 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068912.000000 Penalty: 86006.992188
Iteration 300F: 26 clusters Score -1.470689e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83625 members 
Mstep: Class 4 contains 162099 members 
Mstep: Class 5 contains 60530 members 
Mstep: Class 6 contains 12560 members 
Mstep: Class 7 contains 36122 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111504 members 
Mstep: Class 11 contains 113778 members 
Mstep: Class 12 contains 42311 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159163 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26541 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42382 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13048 members 
Mstep: Class 21 contains 104187 members 
Mstep: Class 22 contains 32901 members 
Mstep: Class 23 contains 42306 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068880.000000 Penalty: 86006.992188
Iteration 301Q: 26 clusters Score -1.470689e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83628 members 
Mstep: Class 4 contains 162093 members 
Mstep: Class 5 contains 60523 members 
Mstep: Class 6 contains 12551 members 
Mstep: Class 7 contains 36114 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111491 members 
Mstep: Class 11 contains 113832 members 
Mstep: Class 12 contains 42311 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159171 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26539 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13049 members 
Mstep: Class 21 contains 104164 members 
Mstep: Class 22 contains 32903 members 
Mstep: Class 23 contains 42312 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068944.000000 Penalty: 86006.992188
Iteration 302Q: 26 clusters Score -1.470689e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83632 members 
Mstep: Class 4 contains 162093 members 
Mstep: Class 5 contains 60522 members 
Mstep: Class 6 contains 12536 members 
Mstep: Class 7 contains 36110 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111474 members 
Mstep: Class 11 contains 113893 members 
Mstep: Class 12 contains 42313 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159176 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26534 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42380 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 104130 members 
Mstep: Class 22 contains 32907 members 
Mstep: Class 23 contains 42318 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068976.000000 Penalty: 86006.992188
Iteration 303Q: 26 clusters Score -1.47069e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 83637 members 
Mstep: Class 4 contains 162097 members 
Mstep: Class 5 contains 60518 members 
Mstep: Class 6 contains 12531 members 
Mstep: Class 7 contains 36110 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111456 members 
Mstep: Class 11 contains 113946 members 
Mstep: Class 12 contains 42313 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159182 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26532 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42382 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 104087 members 
Mstep: Class 22 contains 32909 members 
Mstep: Class 23 contains 42320 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069040.000000 Penalty: 86006.992188
Iteration 304Q: 26 clusters Score -1.47069e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1045 members 
Mstep: Class 3 contains 83639 members 
Mstep: Class 4 contains 162097 members 
Mstep: Class 5 contains 60520 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 36106 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111445 members 
Mstep: Class 11 contains 114000 members 
Mstep: Class 12 contains 42312 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159189 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26533 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42380 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 104048 members 
Mstep: Class 22 contains 32908 members 
Mstep: Class 23 contains 42326 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069040.000000 Penalty: 86006.992188
Iteration 305Q: 26 clusters Score -1.47069e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1045 members 
Mstep: Class 3 contains 83641 members 
Mstep: Class 4 contains 162096 members 
Mstep: Class 5 contains 60528 members 
Mstep: Class 6 contains 12519 members 
Mstep: Class 7 contains 36105 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 111439 members 
Mstep: Class 11 contains 114031 members 
Mstep: Class 12 contains 42309 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159198 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26533 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42378 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 104007 members 
Mstep: Class 22 contains 32908 members 
Mstep: Class 23 contains 42332 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068944.000000 Penalty: 86006.992188
Iteration 306Q: 26 clusters Score -1.470689e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83650 members 
Mstep: Class 4 contains 162088 members 
Mstep: Class 5 contains 60532 members 
Mstep: Class 6 contains 12515 members 
Mstep: Class 7 contains 36107 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111431 members 
Mstep: Class 11 contains 114079 members 
Mstep: Class 12 contains 42314 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159200 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26534 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42375 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13051 members 
Mstep: Class 21 contains 103962 members 
Mstep: Class 22 contains 32906 members 
Mstep: Class 23 contains 42336 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068992.000000 Penalty: 86006.992188
Iteration 307Q: 26 clusters Score -1.47069e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83658 members 
Mstep: Class 4 contains 162084 members 
Mstep: Class 5 contains 60536 members 
Mstep: Class 6 contains 12521 members 
Mstep: Class 7 contains 36104 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111415 members 
Mstep: Class 11 contains 114122 members 
Mstep: Class 12 contains 42320 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159205 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26536 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42371 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13049 members 
Mstep: Class 21 contains 103917 members 
Mstep: Class 22 contains 32907 members 
Mstep: Class 23 contains 42337 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068992.000000 Penalty: 86006.992188
Iteration 308Q: 26 clusters Score -1.47069e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83658 members 
Mstep: Class 4 contains 162078 members 
Mstep: Class 5 contains 60544 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 36102 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111402 members 
Mstep: Class 11 contains 114184 members 
Mstep: Class 12 contains 42324 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159207 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26537 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42368 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 21 contains 103865 members 
Mstep: Class 22 contains 32906 members 
Mstep: Class 23 contains 42340 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069056.000000 Penalty: 86006.992188
Iteration 309Q: 26 clusters Score -1.470691e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83665 members 
Mstep: Class 4 contains 162087 members 
Mstep: Class 5 contains 60544 members 
Mstep: Class 6 contains 12512 members 
Mstep: Class 7 contains 36102 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111380 members 
Mstep: Class 11 contains 114248 members 
Mstep: Class 12 contains 42326 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159216 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26533 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42364 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13049 members 
Mstep: Class 21 contains 103805 members 
Mstep: Class 22 contains 32909 members 
Mstep: Class 23 contains 42344 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068928.000000 Penalty: 86006.992188
Iteration 310Q: 26 clusters Score -1.470689e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83671 members 
Mstep: Class 4 contains 162092 members 
Mstep: Class 5 contains 60551 members 
Mstep: Class 6 contains 12503 members 
Mstep: Class 7 contains 36095 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111354 members 
Mstep: Class 11 contains 114306 members 
Mstep: Class 12 contains 42326 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159224 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26531 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42368 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13051 members 
Mstep: Class 21 contains 103756 members 
Mstep: Class 22 contains 32910 members 
Mstep: Class 23 contains 42346 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068848.000000 Penalty: 86006.992188
Iteration 311Q: 26 clusters Score -1.470688e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83680 members 
Mstep: Class 4 contains 162089 members 
Mstep: Class 5 contains 60552 members 
Mstep: Class 6 contains 12492 members 
Mstep: Class 7 contains 36091 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111328 members 
Mstep: Class 11 contains 114370 members 
Mstep: Class 12 contains 42326 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159233 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26529 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42371 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 103712 members 
Mstep: Class 22 contains 32910 members 
Mstep: Class 23 contains 42348 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068912.000000 Penalty: 86006.992188
Iteration 312Q: 26 clusters Score -1.470689e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83681 members 
Mstep: Class 4 contains 162080 members 
Mstep: Class 5 contains 60553 members 
Mstep: Class 6 contains 12489 members 
Mstep: Class 7 contains 36090 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111296 members 
Mstep: Class 11 contains 114421 members 
Mstep: Class 12 contains 42326 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159247 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26529 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42374 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 103684 members 
Mstep: Class 22 contains 32911 members 
Mstep: Class 23 contains 42349 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068976.000000 Penalty: 86006.992188
Iteration 313Q: 26 clusters Score -1.47069e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83690 members 
Mstep: Class 4 contains 162074 members 
Mstep: Class 5 contains 60554 members 
Mstep: Class 6 contains 12479 members 
Mstep: Class 7 contains 36085 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111276 members 
Mstep: Class 11 contains 114476 members 
Mstep: Class 12 contains 42327 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159252 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26531 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42375 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 103646 members 
Mstep: Class 22 contains 32915 members 
Mstep: Class 23 contains 42353 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068912.000000 Penalty: 86006.992188
Iteration 314Q: 26 clusters Score -1.470689e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83694 members 
Mstep: Class 4 contains 162060 members 
Mstep: Class 5 contains 60556 members 
Mstep: Class 6 contains 12480 members 
Mstep: Class 7 contains 36083 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111244 members 
Mstep: Class 11 contains 114547 members 
Mstep: Class 12 contains 42329 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159256 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26532 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42373 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 103602 members 
Mstep: Class 22 contains 32921 members 
Mstep: Class 23 contains 42356 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069024.000000 Penalty: 86006.992188
Iteration 315Q: 26 clusters Score -1.47069e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83706 members 
Mstep: Class 4 contains 162053 members 
Mstep: Class 5 contains 60556 members 
Mstep: Class 6 contains 12488 members 
Mstep: Class 7 contains 36080 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111227 members 
Mstep: Class 11 contains 114593 members 
Mstep: Class 12 contains 42328 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159251 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26534 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42375 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 103565 members 
Mstep: Class 22 contains 32921 members 
Mstep: Class 23 contains 42360 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068848.000000 Penalty: 86006.992188
Iteration 316Q: 26 clusters Score -1.470688e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83710 members 
Mstep: Class 4 contains 162046 members 
Mstep: Class 5 contains 60564 members 
Mstep: Class 6 contains 12496 members 
Mstep: Class 7 contains 36076 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111207 members 
Mstep: Class 11 contains 114652 members 
Mstep: Class 12 contains 42328 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159247 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26535 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42375 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 103519 members 
Mstep: Class 22 contains 32922 members 
Mstep: Class 23 contains 42361 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068768.000000 Penalty: 86006.992188
Iteration 317Q: 26 clusters Score -1.470688e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83722 members 
Mstep: Class 4 contains 162057 members 
Mstep: Class 5 contains 60566 members 
Mstep: Class 6 contains 12507 members 
Mstep: Class 7 contains 36075 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111160 members 
Mstep: Class 11 contains 114712 members 
Mstep: Class 12 contains 42326 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159242 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26537 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42376 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13056 members 
Mstep: Class 21 contains 103474 members 
Mstep: Class 22 contains 32925 members 
Mstep: Class 23 contains 42363 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068848.000000 Penalty: 86006.992188
Iteration 318Q: 26 clusters Score -1.470688e+08 nChanged 240
Entering ConstructFrom: 
Score: -147068848.000000 Penalty: 86006.992188
Entering ConstructFrom: 
Trying to split cluster 1 (4175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Entering Unmasked Estep 
Score: -572454.250000 Penalty: 2067.543457
	Iteration 0F: 2 clusters Score -572454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -568397.125000 Penalty: 4135.086914
	Iteration 0F: 3 clusters Score -568397.1 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -569329.687500 Penalty: 4135.086914
	Iteration 1F: 3 clusters Score -569329.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -569583.562500 Penalty: 4135.086914
	Iteration 2F: 3 clusters Score -569583.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -569737.437500 Penalty: 4135.086914
	Iteration 3F: 3 clusters Score -569737.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -569839.500000 Penalty: 4135.086914
	Iteration 4Q: 3 clusters Score -569839.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -569942.812500 Penalty: 4135.086914
	Iteration 5Q: 3 clusters Score -569942.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -570019.125000 Penalty: 4135.086914
	Iteration 6Q: 3 clusters Score -570019.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -570079.812500 Penalty: 4135.086914
	Iteration 7Q: 3 clusters Score -570079.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -570128.062500 Penalty: 4135.086914
	Iteration 8Q: 3 clusters Score -570128.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -570167.375000 Penalty: 4135.086914
	Iteration 9Q: 3 clusters Score -570167.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -570208.625000 Penalty: 4135.086914
	Iteration 10Q: 3 clusters Score -570208.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -570263.187500 Penalty: 4135.086914
	Iteration 11Q: 3 clusters Score -570263.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -570299.750000 Penalty: 4135.086914
	Iteration 12Q: 3 clusters Score -570299.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -570337.562500 Penalty: 4135.086914
	Iteration 13Q: 3 clusters Score -570337.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -570382.062500 Penalty: 4135.086914
	Iteration 14Q: 3 clusters Score -570382.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -570418.937500 Penalty: 4135.086914
	Iteration 15Q: 3 clusters Score -570418.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -570446.000000 Penalty: 4135.086914
	Iteration 16Q: 3 clusters Score -570446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -570464.125000 Penalty: 4135.086914
	Iteration 17Q: 3 clusters Score -570464.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -570475.312500 Penalty: 4135.086914
	Iteration 18Q: 3 clusters Score -570475.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -570488.062500 Penalty: 4135.086914
	Iteration 19Q: 3 clusters Score -570488.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -570500.625000 Penalty: 4135.086914
	Iteration 20F: 3 clusters Score -570500.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -570514.687500 Penalty: 4135.086914
	Iteration 21Q: 3 clusters Score -570514.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -570525.937500 Penalty: 4135.086914
	Iteration 22Q: 3 clusters Score -570525.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -570539.875000 Penalty: 4135.086914
	Iteration 23Q: 3 clusters Score -570539.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -570553.000000 Penalty: 4135.086914
	Iteration 24Q: 3 clusters Score -570553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -570563.312500 Penalty: 4135.086914
	Iteration 25Q: 3 clusters Score -570563.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -570572.187500 Penalty: 4135.086914
	Iteration 26Q: 3 clusters Score -570572.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -570578.750000 Penalty: 4135.086914
	Iteration 27Q: 3 clusters Score -570578.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -570588.062500 Penalty: 4135.086914
	Iteration 28Q: 3 clusters Score -570588.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -570596.000000 Penalty: 4135.086914
	Iteration 29Q: 3 clusters Score -570596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -570602.812500 Penalty: 4135.086914
	Iteration 30Q: 3 clusters Score -570602.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -570613.125000 Penalty: 4135.086914
	Iteration 31Q: 3 clusters Score -570613.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -570625.375000 Penalty: 4135.086914
	Iteration 32Q: 3 clusters Score -570625.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -570637.750000 Penalty: 4135.086914
	Iteration 33Q: 3 clusters Score -570637.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -570647.625000 Penalty: 4135.086914
	Iteration 34Q: 3 clusters Score -570647.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -570654.625000 Penalty: 4135.086914
	Iteration 35Q: 3 clusters Score -570654.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -570663.500000 Penalty: 4135.086914
	Iteration 36Q: 3 clusters Score -570663.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -570669.937500 Penalty: 4135.086914
	Iteration 37Q: 3 clusters Score -570669.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -570677.562500 Penalty: 4135.086914
	Iteration 38Q: 3 clusters Score -570677.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -570684.812500 Penalty: 4135.086914
	Iteration 39Q: 3 clusters Score -570684.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -570694.375000 Penalty: 4135.086914
	Iteration 40F: 3 clusters Score -570694.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -570700.375000 Penalty: 4135.086914
	Iteration 41Q: 3 clusters Score -570700.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -570704.875000 Penalty: 4135.086914
	Iteration 42Q: 3 clusters Score -570704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -570709.187500 Penalty: 4135.086914
	Iteration 43Q: 3 clusters Score -570709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -570713.000000 Penalty: 4135.086914
	Iteration 44Q: 3 clusters Score -570713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -570716.875000 Penalty: 4135.086914
	Iteration 45Q: 3 clusters Score -570716.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -570719.937500 Penalty: 4135.086914
	Iteration 46Q: 3 clusters Score -570719.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -570724.312500 Penalty: 4135.086914
	Iteration 47Q: 3 clusters Score -570724.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -570728.750000 Penalty: 4135.086914
	Iteration 48Q: 3 clusters Score -570728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -570730.375000 Penalty: 4135.086914
	Iteration 49Q: 3 clusters Score -570730.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -570733.625000 Penalty: 4135.086914
	Iteration 50Q: 3 clusters Score -570733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -570734.562500 Penalty: 4135.086914
	Iteration 51Q: 3 clusters Score -570734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -570737.312500 Penalty: 4135.086914
	Iteration 52Q: 3 clusters Score -570737.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -570737.125000 Penalty: 4135.086914
	Iteration 53Q: 3 clusters Score -570737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -570736.937500 Penalty: 4135.086914
	Iteration 54Q: 3 clusters Score -570736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -570737.375000 Penalty: 4135.086914
	Iteration 55Q: 3 clusters Score -570737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -570737.375000 Penalty: 4135.086914
	Iteration 56F: 3 clusters Score -570737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -146266.515625 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -146266.5 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 517 members 
Entering Unmasked Estep 
Score: -144254.796875 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -144254.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -144560.171875 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -144560.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -144659.312500 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -144659.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -144707.171875 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -144707.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -144736.640625 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -144736.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -144755.984375 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -144756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -144774.406250 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -144774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -144787.828125 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -144787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -144796.562500 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -144796.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -144804.015625 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -144804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -144808.296875 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -144808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -144813.375000 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -144813.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -144816.531250 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -144816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -144817.796875 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -144817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -144818.515625 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -144818.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -144818.515625 Penalty: 3447.604004
	Iteration 15F: 3 clusters Score -144818.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Entering Unmasked Estep 
Score: -11912728.000000 Penalty: 2811.170410
	Iteration 0F: 2 clusters Score -1.191273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -11856722.000000 Penalty: 5622.340820
	Iteration 0F: 3 clusters Score -1.185672e+07 nChanged 39418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -11878925.000000 Penalty: 5622.340820
	Iteration 1F: 3 clusters Score -1.187892e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -11879640.000000 Penalty: 5622.340820
	Iteration 2Q: 3 clusters Score -1.187964e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -11880467.000000 Penalty: 5622.340820
	Iteration 3Q: 3 clusters Score -1.188047e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -11881578.000000 Penalty: 5622.340820
	Iteration 4Q: 3 clusters Score -1.188158e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -11883173.000000 Penalty: 5622.340820
	Iteration 5Q: 3 clusters Score -1.188317e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -11885314.000000 Penalty: 5622.340820
	Iteration 6Q: 3 clusters Score -1.188531e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -11887904.000000 Penalty: 5622.340820
	Iteration 7F: 3 clusters Score -1.18879e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -11891023.000000 Penalty: 5622.340820
	Iteration 8F: 3 clusters Score -1.189102e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -11894677.000000 Penalty: 5622.340820
	Iteration 9F: 3 clusters Score -1.189468e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -11897510.000000 Penalty: 5622.340820
	Iteration 10F: 3 clusters Score -1.189751e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -11898967.000000 Penalty: 5622.340820
	Iteration 11Q: 3 clusters Score -1.189897e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -11899450.000000 Penalty: 5622.340820
	Iteration 12Q: 3 clusters Score -1.189945e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -11899648.000000 Penalty: 5622.340820
	Iteration 13Q: 3 clusters Score -1.189965e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -11899737.000000 Penalty: 5622.340820
	Iteration 14Q: 3 clusters Score -1.189974e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -11899894.000000 Penalty: 5622.340820
	Iteration 15Q: 3 clusters Score -1.189989e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -11900039.000000 Penalty: 5622.340820
	Iteration 16Q: 3 clusters Score -1.190004e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -11900213.000000 Penalty: 5622.340820
	Iteration 17Q: 3 clusters Score -1.190021e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -11900441.000000 Penalty: 5622.340820
	Iteration 18Q: 3 clusters Score -1.190044e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -11900590.000000 Penalty: 5622.340820
	Iteration 19Q: 3 clusters Score -1.190059e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -11900822.000000 Penalty: 5622.340820
	Iteration 20F: 3 clusters Score -1.190082e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -11901001.000000 Penalty: 5622.340820
	Iteration 21Q: 3 clusters Score -1.1901e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -11901302.000000 Penalty: 5622.340820
	Iteration 22Q: 3 clusters Score -1.19013e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -11901661.000000 Penalty: 5622.340820
	Iteration 23Q: 3 clusters Score -1.190166e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -11901928.000000 Penalty: 5622.340820
	Iteration 24Q: 3 clusters Score -1.190193e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -11902248.000000 Penalty: 5622.340820
	Iteration 25Q: 3 clusters Score -1.190225e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -11902585.000000 Penalty: 5622.340820
	Iteration 26Q: 3 clusters Score -1.190258e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -11902924.000000 Penalty: 5622.340820
	Iteration 27Q: 3 clusters Score -1.190292e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -11903291.000000 Penalty: 5622.340820
	Iteration 28Q: 3 clusters Score -1.190329e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -11903729.000000 Penalty: 5622.340820
	Iteration 29Q: 3 clusters Score -1.190373e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -11904200.000000 Penalty: 5622.340820
	Iteration 30Q: 3 clusters Score -1.19042e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -11904709.000000 Penalty: 5622.340820
	Iteration 31Q: 3 clusters Score -1.190471e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -11905172.000000 Penalty: 5622.340820
	Iteration 32Q: 3 clusters Score -1.190517e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -11905686.000000 Penalty: 5622.340820
	Iteration 33Q: 3 clusters Score -1.190569e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -11906173.000000 Penalty: 5622.340820
	Iteration 34Q: 3 clusters Score -1.190617e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -11906641.000000 Penalty: 5622.340820
	Iteration 35Q: 3 clusters Score -1.190664e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -11907028.000000 Penalty: 5622.340820
	Iteration 36Q: 3 clusters Score -1.190703e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -11907434.000000 Penalty: 5622.340820
	Iteration 37Q: 3 clusters Score -1.190743e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -11907885.000000 Penalty: 5622.340820
	Iteration 38Q: 3 clusters Score -1.190788e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -11908173.000000 Penalty: 5622.340820
	Iteration 39Q: 3 clusters Score -1.190817e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74328 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -11908511.000000 Penalty: 5622.340820
	Iteration 40F: 3 clusters Score -1.190851e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -11908778.000000 Penalty: 5622.340820
	Iteration 41Q: 3 clusters Score -1.190878e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -11909032.000000 Penalty: 5622.340820
	Iteration 42Q: 3 clusters Score -1.190903e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -11909247.000000 Penalty: 5622.340820
	Iteration 43Q: 3 clusters Score -1.190925e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -11909411.000000 Penalty: 5622.340820
	Iteration 44Q: 3 clusters Score -1.190941e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -11909483.000000 Penalty: 5622.340820
	Iteration 45Q: 3 clusters Score -1.190948e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -11909602.000000 Penalty: 5622.340820
	Iteration 46Q: 3 clusters Score -1.19096e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -11909641.000000 Penalty: 5622.340820
	Iteration 47Q: 3 clusters Score -1.190964e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -11909718.000000 Penalty: 5622.340820
	Iteration 48Q: 3 clusters Score -1.190972e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -11909799.000000 Penalty: 5622.340820
	Iteration 49Q: 3 clusters Score -1.19098e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -11909850.000000 Penalty: 5622.340820
	Iteration 50Q: 3 clusters Score -1.190985e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -11909909.000000 Penalty: 5622.340820
	Iteration 51Q: 3 clusters Score -1.190991e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -11909994.000000 Penalty: 5622.340820
	Iteration 52Q: 3 clusters Score -1.190999e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78999 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -11910040.000000 Penalty: 5622.340820
	Iteration 53Q: 3 clusters Score -1.191004e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -11910084.000000 Penalty: 5622.340820
	Iteration 54Q: 3 clusters Score -1.191008e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -11910125.000000 Penalty: 5622.340820
	Iteration 55Q: 3 clusters Score -1.191012e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -11910183.000000 Penalty: 5622.340820
	Iteration 56Q: 3 clusters Score -1.191018e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79626 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -11910192.000000 Penalty: 5622.340820
	Iteration 57Q: 3 clusters Score -1.191019e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -11910240.000000 Penalty: 5622.340820
	Iteration 58Q: 3 clusters Score -1.191024e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -11910191.000000 Penalty: 5622.340820
	Iteration 59Q: 3 clusters Score -1.191019e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -11910217.000000 Penalty: 5622.340820
	Iteration 60F: 3 clusters Score -1.191022e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -11910265.000000 Penalty: 5622.340820
	Iteration 61Q: 3 clusters Score -1.191026e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -11910286.000000 Penalty: 5622.340820
	Iteration 62Q: 3 clusters Score -1.191029e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -11910281.000000 Penalty: 5622.340820
	Iteration 63Q: 3 clusters Score -1.191028e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -11910313.000000 Penalty: 5622.340820
	Iteration 64Q: 3 clusters Score -1.191031e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -11910334.000000 Penalty: 5622.340820
	Iteration 65Q: 3 clusters Score -1.191033e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -11910324.000000 Penalty: 5622.340820
	Iteration 66Q: 3 clusters Score -1.191032e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -11910353.000000 Penalty: 5622.340820
	Iteration 67Q: 3 clusters Score -1.191035e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80555 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -11910391.000000 Penalty: 5622.340820
	Iteration 68Q: 3 clusters Score -1.191039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -11910406.000000 Penalty: 5622.340820
	Iteration 69Q: 3 clusters Score -1.191041e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -11910399.000000 Penalty: 5622.340820
	Iteration 70Q: 3 clusters Score -1.19104e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -11910404.000000 Penalty: 5622.340820
	Iteration 71Q: 3 clusters Score -1.19104e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -11910402.000000 Penalty: 5622.340820
	Iteration 72Q: 3 clusters Score -1.19104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -11910404.000000 Penalty: 5622.340820
	Iteration 73Q: 3 clusters Score -1.19104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -11910409.000000 Penalty: 5622.340820
	Iteration 74Q: 3 clusters Score -1.191041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -11910422.000000 Penalty: 5622.340820
	Iteration 75Q: 3 clusters Score -1.191042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80754 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -11910411.000000 Penalty: 5622.340820
	Iteration 76Q: 3 clusters Score -1.191041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -11910420.000000 Penalty: 5622.340820
	Iteration 77Q: 3 clusters Score -1.191042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -11910413.000000 Penalty: 5622.340820
	Iteration 78Q: 3 clusters Score -1.191041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -11910405.000000 Penalty: 5622.340820
	Iteration 79Q: 3 clusters Score -1.19104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80811 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -11910409.000000 Penalty: 5622.340820
	Iteration 80F: 3 clusters Score -1.191041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -11910419.000000 Penalty: 5622.340820
	Iteration 81Q: 3 clusters Score -1.191042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -11910407.000000 Penalty: 5622.340820
	Iteration 82Q: 3 clusters Score -1.191041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -11910413.000000 Penalty: 5622.340820
	Iteration 83Q: 3 clusters Score -1.191041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80838 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -11910399.000000 Penalty: 5622.340820
	Iteration 84Q: 3 clusters Score -1.19104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -11910402.000000 Penalty: 5622.340820
	Iteration 85Q: 3 clusters Score -1.19104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -11910396.000000 Penalty: 5622.340820
	Iteration 86Q: 3 clusters Score -1.19104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80846 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -11910409.000000 Penalty: 5622.340820
	Iteration 87Q: 3 clusters Score -1.191041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80851 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -11910407.000000 Penalty: 5622.340820
	Iteration 88Q: 3 clusters Score -1.191041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80856 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -11910402.000000 Penalty: 5622.340820
	Iteration 89Q: 3 clusters Score -1.19104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -11910417.000000 Penalty: 5622.340820
	Iteration 90Q: 3 clusters Score -1.191042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80866 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -11910432.000000 Penalty: 5622.340820
	Iteration 91Q: 3 clusters Score -1.191043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -11910430.000000 Penalty: 5622.340820
	Iteration 92Q: 3 clusters Score -1.191043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -11910432.000000 Penalty: 5622.340820
	Iteration 93Q: 3 clusters Score -1.191043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -11910432.000000 Penalty: 5622.340820
	Iteration 94F: 3 clusters Score -1.191043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162058 members 
Entering Unmasked Estep 
Score: -22749338.000000 Penalty: 2974.936035
	Iteration 0F: 2 clusters Score -2.274934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -22643376.000000 Penalty: 5949.872070
	Iteration 0F: 3 clusters Score -2.264338e+07 nChanged 77933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -22688950.000000 Penalty: 5949.872070
	Iteration 1F: 3 clusters Score -2.268895e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -22690138.000000 Penalty: 5949.872070
	Iteration 2Q: 3 clusters Score -2.269014e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -22691624.000000 Penalty: 5949.872070
	Iteration 3Q: 3 clusters Score -2.269162e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -22693904.000000 Penalty: 5949.872070
	Iteration 4Q: 3 clusters Score -2.26939e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -22697588.000000 Penalty: 5949.872070
	Iteration 5Q: 3 clusters Score -2.269759e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95223 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -22703852.000000 Penalty: 5949.872070
	Iteration 6F: 3 clusters Score -2.270385e+07 nChanged 11833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102032 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -22713444.000000 Penalty: 5949.872070
	Iteration 7F: 3 clusters Score -2.271344e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109013 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -22724828.000000 Penalty: 5949.872070
	Iteration 8F: 3 clusters Score -2.272483e+07 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114190 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -22732722.000000 Penalty: 5949.872070
	Iteration 9F: 3 clusters Score -2.273272e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117637 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -22735878.000000 Penalty: 5949.872070
	Iteration 10Q: 3 clusters Score -2.273588e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120575 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -22737880.000000 Penalty: 5949.872070
	Iteration 11Q: 3 clusters Score -2.273788e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123339 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -22739436.000000 Penalty: 5949.872070
	Iteration 12Q: 3 clusters Score -2.273944e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125998 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -22740866.000000 Penalty: 5949.872070
	Iteration 13Q: 3 clusters Score -2.274087e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128427 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -22742208.000000 Penalty: 5949.872070
	Iteration 14Q: 3 clusters Score -2.274221e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130771 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -22743214.000000 Penalty: 5949.872070
	Iteration 15Q: 3 clusters Score -2.274321e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132889 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -22744094.000000 Penalty: 5949.872070
	Iteration 16Q: 3 clusters Score -2.274409e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134835 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -22744968.000000 Penalty: 5949.872070
	Iteration 17Q: 3 clusters Score -2.274497e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136629 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -22745606.000000 Penalty: 5949.872070
	Iteration 18Q: 3 clusters Score -2.274561e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138306 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -22746216.000000 Penalty: 5949.872070
	Iteration 19Q: 3 clusters Score -2.274622e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139878 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -22746636.000000 Penalty: 5949.872070
	Iteration 20F: 3 clusters Score -2.274664e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141281 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -22747100.000000 Penalty: 5949.872070
	Iteration 21Q: 3 clusters Score -2.27471e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142544 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -22747426.000000 Penalty: 5949.872070
	Iteration 22Q: 3 clusters Score -2.274743e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143678 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -22747838.000000 Penalty: 5949.872070
	Iteration 23Q: 3 clusters Score -2.274784e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144714 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -22748168.000000 Penalty: 5949.872070
	Iteration 24Q: 3 clusters Score -2.274817e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145690 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -22748416.000000 Penalty: 5949.872070
	Iteration 25Q: 3 clusters Score -2.274842e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146582 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -22748586.000000 Penalty: 5949.872070
	Iteration 26Q: 3 clusters Score -2.274859e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147400 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -22748822.000000 Penalty: 5949.872070
	Iteration 27Q: 3 clusters Score -2.274882e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148207 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -22748954.000000 Penalty: 5949.872070
	Iteration 28Q: 3 clusters Score -2.274895e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148885 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -22749136.000000 Penalty: 5949.872070
	Iteration 29Q: 3 clusters Score -2.274914e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149488 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -22749194.000000 Penalty: 5949.872070
	Iteration 30Q: 3 clusters Score -2.274919e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150042 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -22749334.000000 Penalty: 5949.872070
	Iteration 31Q: 3 clusters Score -2.274933e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150518 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -22749312.000000 Penalty: 5949.872070
	Iteration 32Q: 3 clusters Score -2.274931e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150960 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -22749346.000000 Penalty: 5949.872070
	Iteration 33Q: 3 clusters Score -2.274935e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151367 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -22749408.000000 Penalty: 5949.872070
	Iteration 34Q: 3 clusters Score -2.274941e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151760 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -22749424.000000 Penalty: 5949.872070
	Iteration 35Q: 3 clusters Score -2.274942e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152102 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -22749422.000000 Penalty: 5949.872070
	Iteration 36Q: 3 clusters Score -2.274942e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152379 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -22749466.000000 Penalty: 5949.872070
	Iteration 37Q: 3 clusters Score -2.274947e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152650 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -22749490.000000 Penalty: 5949.872070
	Iteration 38Q: 3 clusters Score -2.274949e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152891 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -22749488.000000 Penalty: 5949.872070
	Iteration 39Q: 3 clusters Score -2.274949e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153142 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -22749482.000000 Penalty: 5949.872070
	Iteration 40F: 3 clusters Score -2.274948e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153365 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -22749434.000000 Penalty: 5949.872070
	Iteration 41Q: 3 clusters Score -2.274943e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -22749388.000000 Penalty: 5949.872070
	Iteration 42Q: 3 clusters Score -2.274939e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153751 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -22749326.000000 Penalty: 5949.872070
	Iteration 43Q: 3 clusters Score -2.274933e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153918 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -22749252.000000 Penalty: 5949.872070
	Iteration 44Q: 3 clusters Score -2.274925e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154066 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -22749230.000000 Penalty: 5949.872070
	Iteration 45Q: 3 clusters Score -2.274923e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154198 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -22749238.000000 Penalty: 5949.872070
	Iteration 46Q: 3 clusters Score -2.274924e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154325 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -22749234.000000 Penalty: 5949.872070
	Iteration 47Q: 3 clusters Score -2.274923e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154444 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -22749226.000000 Penalty: 5949.872070
	Iteration 48Q: 3 clusters Score -2.274923e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154550 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -22749206.000000 Penalty: 5949.872070
	Iteration 49Q: 3 clusters Score -2.274921e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154635 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -22749196.000000 Penalty: 5949.872070
	Iteration 50Q: 3 clusters Score -2.27492e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -22749148.000000 Penalty: 5949.872070
	Iteration 51Q: 3 clusters Score -2.274915e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154784 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -22749096.000000 Penalty: 5949.872070
	Iteration 52Q: 3 clusters Score -2.27491e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154846 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -22749096.000000 Penalty: 5949.872070
	Iteration 53Q: 3 clusters Score -2.27491e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154901 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -22749072.000000 Penalty: 5949.872070
	Iteration 54Q: 3 clusters Score -2.274907e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -22749050.000000 Penalty: 5949.872070
	Iteration 55Q: 3 clusters Score -2.274905e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155015 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -22749036.000000 Penalty: 5949.872070
	Iteration 56Q: 3 clusters Score -2.274904e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155061 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -22749048.000000 Penalty: 5949.872070
	Iteration 57Q: 3 clusters Score -2.274905e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155097 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -22749056.000000 Penalty: 5949.872070
	Iteration 58Q: 3 clusters Score -2.274906e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155133 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -22749016.000000 Penalty: 5949.872070
	Iteration 59Q: 3 clusters Score -2.274902e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155175 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -22749026.000000 Penalty: 5949.872070
	Iteration 60F: 3 clusters Score -2.274903e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155209 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -22749060.000000 Penalty: 5949.872070
	Iteration 61Q: 3 clusters Score -2.274906e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -22749062.000000 Penalty: 5949.872070
	Iteration 62Q: 3 clusters Score -2.274906e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155280 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -22749034.000000 Penalty: 5949.872070
	Iteration 63Q: 3 clusters Score -2.274903e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155314 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -22749038.000000 Penalty: 5949.872070
	Iteration 64Q: 3 clusters Score -2.274904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155332 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -22749036.000000 Penalty: 5949.872070
	Iteration 65Q: 3 clusters Score -2.274904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155347 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -22749026.000000 Penalty: 5949.872070
	Iteration 66Q: 3 clusters Score -2.274903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155362 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -22749036.000000 Penalty: 5949.872070
	Iteration 67Q: 3 clusters Score -2.274904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155383 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -22749040.000000 Penalty: 5949.872070
	Iteration 68Q: 3 clusters Score -2.274904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155398 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -22749058.000000 Penalty: 5949.872070
	Iteration 69Q: 3 clusters Score -2.274906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155411 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -22749066.000000 Penalty: 5949.872070
	Iteration 70Q: 3 clusters Score -2.274907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155421 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -22749070.000000 Penalty: 5949.872070
	Iteration 71Q: 3 clusters Score -2.274907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155429 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -22749068.000000 Penalty: 5949.872070
	Iteration 72Q: 3 clusters Score -2.274907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155436 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -22749072.000000 Penalty: 5949.872070
	Iteration 73Q: 3 clusters Score -2.274907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155444 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -22749070.000000 Penalty: 5949.872070
	Iteration 74Q: 3 clusters Score -2.274907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155456 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -22749078.000000 Penalty: 5949.872070
	Iteration 75Q: 3 clusters Score -2.274908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155470 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -22749062.000000 Penalty: 5949.872070
	Iteration 76Q: 3 clusters Score -2.274906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155484 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -22749062.000000 Penalty: 5949.872070
	Iteration 77Q: 3 clusters Score -2.274906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155497 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -22749044.000000 Penalty: 5949.872070
	Iteration 78Q: 3 clusters Score -2.274904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155511 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -22749036.000000 Penalty: 5949.872070
	Iteration 79Q: 3 clusters Score -2.274904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155521 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -22749036.000000 Penalty: 5949.872070
	Iteration 80F: 3 clusters Score -2.274904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155529 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -22749024.000000 Penalty: 5949.872070
	Iteration 81Q: 3 clusters Score -2.274902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155541 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -22749042.000000 Penalty: 5949.872070
	Iteration 82Q: 3 clusters Score -2.274904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -22749044.000000 Penalty: 5949.872070
	Iteration 83Q: 3 clusters Score -2.274904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155557 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -22749034.000000 Penalty: 5949.872070
	Iteration 84Q: 3 clusters Score -2.274903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155563 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -22749038.000000 Penalty: 5949.872070
	Iteration 85Q: 3 clusters Score -2.274904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155569 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -22749046.000000 Penalty: 5949.872070
	Iteration 86Q: 3 clusters Score -2.274905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155576 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -22749032.000000 Penalty: 5949.872070
	Iteration 87Q: 3 clusters Score -2.274903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155579 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -22749020.000000 Penalty: 5949.872070
	Iteration 88Q: 3 clusters Score -2.274902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155581 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -22749020.000000 Penalty: 5949.872070
	Iteration 89Q: 3 clusters Score -2.274902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -22749004.000000 Penalty: 5949.872070
	Iteration 90Q: 3 clusters Score -2.2749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -22749004.000000 Penalty: 5949.872070
	Iteration 91F: 3 clusters Score -2.2749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Entering Unmasked Estep 
Score: -8648241.000000 Penalty: 2730.849365
	Iteration 0F: 2 clusters Score -8648241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -8607479.000000 Penalty: 5461.698730
	Iteration 0F: 3 clusters Score -8607479 nChanged 28328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -8623381.000000 Penalty: 5461.698730
	Iteration 1F: 3 clusters Score -8623381 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -8624076.000000 Penalty: 5461.698730
	Iteration 2Q: 3 clusters Score -8624076 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -8624783.000000 Penalty: 5461.698730
	Iteration 3Q: 3 clusters Score -8624783 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -8625565.000000 Penalty: 5461.698730
	Iteration 4Q: 3 clusters Score -8625565 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -8626452.000000 Penalty: 5461.698730
	Iteration 5Q: 3 clusters Score -8626452 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -8627539.000000 Penalty: 5461.698730
	Iteration 6Q: 3 clusters Score -8627539 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -8628789.000000 Penalty: 5461.698730
	Iteration 7Q: 3 clusters Score -8628789 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -8630527.000000 Penalty: 5461.698730
	Iteration 8Q: 3 clusters Score -8630527 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -8632693.000000 Penalty: 5461.698730
	Iteration 9F: 3 clusters Score -8632693 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -8634702.000000 Penalty: 5461.698730
	Iteration 10F: 3 clusters Score -8634702 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -8636150.000000 Penalty: 5461.698730
	Iteration 11Q: 3 clusters Score -8636150 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -8636966.000000 Penalty: 5461.698730
	Iteration 12Q: 3 clusters Score -8636966 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -8637405.000000 Penalty: 5461.698730
	Iteration 13Q: 3 clusters Score -8637405 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -8637653.000000 Penalty: 5461.698730
	Iteration 14Q: 3 clusters Score -8637653 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -8637816.000000 Penalty: 5461.698730
	Iteration 15Q: 3 clusters Score -8637816 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -8638028.000000 Penalty: 5461.698730
	Iteration 16Q: 3 clusters Score -8638028 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -8638226.000000 Penalty: 5461.698730
	Iteration 17Q: 3 clusters Score -8638226 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -8638440.000000 Penalty: 5461.698730
	Iteration 18Q: 3 clusters Score -8638440 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -8638650.000000 Penalty: 5461.698730
	Iteration 19Q: 3 clusters Score -8638650 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8638891.000000 Penalty: 5461.698730
	Iteration 20F: 3 clusters Score -8638891 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -8639182.000000 Penalty: 5461.698730
	Iteration 21Q: 3 clusters Score -8639182 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -8639419.000000 Penalty: 5461.698730
	Iteration 22Q: 3 clusters Score -8639419 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -8639707.000000 Penalty: 5461.698730
	Iteration 23Q: 3 clusters Score -8639707 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -8640010.000000 Penalty: 5461.698730
	Iteration 24Q: 3 clusters Score -8640010 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -8640317.000000 Penalty: 5461.698730
	Iteration 25Q: 3 clusters Score -8640317 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -8640708.000000 Penalty: 5461.698730
	Iteration 26Q: 3 clusters Score -8640708 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -8641166.000000 Penalty: 5461.698730
	Iteration 27Q: 3 clusters Score -8641166 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -8641610.000000 Penalty: 5461.698730
	Iteration 28Q: 3 clusters Score -8641610 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -8642070.000000 Penalty: 5461.698730
	Iteration 29Q: 3 clusters Score -8642070 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -8642460.000000 Penalty: 5461.698730
	Iteration 30Q: 3 clusters Score -8642460 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -8642813.000000 Penalty: 5461.698730
	Iteration 31Q: 3 clusters Score -8642813 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -8643263.000000 Penalty: 5461.698730
	Iteration 32Q: 3 clusters Score -8643263 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -8643701.000000 Penalty: 5461.698730
	Iteration 33Q: 3 clusters Score -8643701 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -8644061.000000 Penalty: 5461.698730
	Iteration 34Q: 3 clusters Score -8644061 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -8644369.000000 Penalty: 5461.698730
	Iteration 35Q: 3 clusters Score -8644369 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -8644622.000000 Penalty: 5461.698730
	Iteration 36Q: 3 clusters Score -8644622 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -8644888.000000 Penalty: 5461.698730
	Iteration 37Q: 3 clusters Score -8644888 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -8645125.000000 Penalty: 5461.698730
	Iteration 38Q: 3 clusters Score -8645125 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -8645292.000000 Penalty: 5461.698730
	Iteration 39Q: 3 clusters Score -8645292 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -8645443.000000 Penalty: 5461.698730
	Iteration 40F: 3 clusters Score -8645443 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -8645551.000000 Penalty: 5461.698730
	Iteration 41Q: 3 clusters Score -8645551 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -8645642.000000 Penalty: 5461.698730
	Iteration 42Q: 3 clusters Score -8645642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -8645696.000000 Penalty: 5461.698730
	Iteration 43Q: 3 clusters Score -8645696 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -8645758.000000 Penalty: 5461.698730
	Iteration 44Q: 3 clusters Score -8645758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -8645832.000000 Penalty: 5461.698730
	Iteration 45Q: 3 clusters Score -8645832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -8645849.000000 Penalty: 5461.698730
	Iteration 46Q: 3 clusters Score -8645849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -8645887.000000 Penalty: 5461.698730
	Iteration 47Q: 3 clusters Score -8645887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -8645916.000000 Penalty: 5461.698730
	Iteration 48Q: 3 clusters Score -8645916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -8645920.000000 Penalty: 5461.698730
	Iteration 49Q: 3 clusters Score -8645920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -8645936.000000 Penalty: 5461.698730
	Iteration 50Q: 3 clusters Score -8645936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -8645939.000000 Penalty: 5461.698730
	Iteration 51Q: 3 clusters Score -8645939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -8645944.000000 Penalty: 5461.698730
	Iteration 52Q: 3 clusters Score -8645944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -8645949.000000 Penalty: 5461.698730
	Iteration 53Q: 3 clusters Score -8645949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -8645942.000000 Penalty: 5461.698730
	Iteration 54Q: 3 clusters Score -8645942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -8645942.000000 Penalty: 5461.698730
	Iteration 55Q: 3 clusters Score -8645942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -8645944.000000 Penalty: 5461.698730
	Iteration 56Q: 3 clusters Score -8645944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -8645949.000000 Penalty: 5461.698730
	Iteration 57Q: 3 clusters Score -8645949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -8645947.000000 Penalty: 5461.698730
	Iteration 58Q: 3 clusters Score -8645947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 59949 members 
Entering Unmasked Estep 
Score: -8645945.000000 Penalty: 5461.698730
	Iteration 59Q: 3 clusters Score -8645945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -8645949.000000 Penalty: 5461.698730
	Iteration 60F: 3 clusters Score -8645949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -8645949.000000 Penalty: 5461.698730
	Iteration 61Q: 3 clusters Score -8645949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -8645950.000000 Penalty: 5461.698730
	Iteration 62Q: 3 clusters Score -8645950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -8645950.000000 Penalty: 5461.698730
	Iteration 63F: 3 clusters Score -8645950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Entering Unmasked Estep 
Score: -1759731.000000 Penalty: 2340.019531
	Iteration 0F: 2 clusters Score -1759731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1750453.375000 Penalty: 4680.039062
	Iteration 0F: 3 clusters Score -1750453 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1753318.500000 Penalty: 4680.039062
	Iteration 1F: 3 clusters Score -1753318 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1753697.875000 Penalty: 4680.039062
	Iteration 2F: 3 clusters Score -1753698 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1754031.750000 Penalty: 4680.039062
	Iteration 3F: 3 clusters Score -1754032 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1754314.000000 Penalty: 4680.039062
	Iteration 4Q: 3 clusters Score -1754314 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1754563.000000 Penalty: 4680.039062
	Iteration 5Q: 3 clusters Score -1754563 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1754823.750000 Penalty: 4680.039062
	Iteration 6Q: 3 clusters Score -1754824 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1755164.125000 Penalty: 4680.039062
	Iteration 7Q: 3 clusters Score -1755164 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1755516.375000 Penalty: 4680.039062
	Iteration 8Q: 3 clusters Score -1755516 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1755887.125000 Penalty: 4680.039062
	Iteration 9Q: 3 clusters Score -1755887 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1756287.750000 Penalty: 4680.039062
	Iteration 10Q: 3 clusters Score -1756288 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1756654.000000 Penalty: 4680.039062
	Iteration 11Q: 3 clusters Score -1756654 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1756991.875000 Penalty: 4680.039062
	Iteration 12Q: 3 clusters Score -1756992 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1757253.875000 Penalty: 4680.039062
	Iteration 13Q: 3 clusters Score -1757254 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1757447.875000 Penalty: 4680.039062
	Iteration 14Q: 3 clusters Score -1757448 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1757577.500000 Penalty: 4680.039062
	Iteration 15Q: 3 clusters Score -1757578 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1757646.375000 Penalty: 4680.039062
	Iteration 16Q: 3 clusters Score -1757646 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1757725.625000 Penalty: 4680.039062
	Iteration 17Q: 3 clusters Score -1757726 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1757797.000000 Penalty: 4680.039062
	Iteration 18Q: 3 clusters Score -1757797 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1757831.125000 Penalty: 4680.039062
	Iteration 19Q: 3 clusters Score -1757831 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1757874.000000 Penalty: 4680.039062
	Iteration 20F: 3 clusters Score -1757874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1757893.000000 Penalty: 4680.039062
	Iteration 21Q: 3 clusters Score -1757893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1757916.625000 Penalty: 4680.039062
	Iteration 22Q: 3 clusters Score -1757917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1757954.750000 Penalty: 4680.039062
	Iteration 23Q: 3 clusters Score -1757955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1757986.250000 Penalty: 4680.039062
	Iteration 24Q: 3 clusters Score -1757986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1758017.750000 Penalty: 4680.039062
	Iteration 25Q: 3 clusters Score -1758018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1758043.875000 Penalty: 4680.039062
	Iteration 26Q: 3 clusters Score -1758044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1758057.250000 Penalty: 4680.039062
	Iteration 27Q: 3 clusters Score -1758057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1758075.625000 Penalty: 4680.039062
	Iteration 28Q: 3 clusters Score -1758076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1758081.875000 Penalty: 4680.039062
	Iteration 29Q: 3 clusters Score -1758082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1758090.000000 Penalty: 4680.039062
	Iteration 30Q: 3 clusters Score -1758090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1758099.250000 Penalty: 4680.039062
	Iteration 31Q: 3 clusters Score -1758099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1758100.250000 Penalty: 4680.039062
	Iteration 32Q: 3 clusters Score -1758100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1758104.125000 Penalty: 4680.039062
	Iteration 33Q: 3 clusters Score -1758104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1758108.125000 Penalty: 4680.039062
	Iteration 34Q: 3 clusters Score -1758108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1758107.000000 Penalty: 4680.039062
	Iteration 35Q: 3 clusters Score -1758107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1758107.000000 Penalty: 4680.039062
	Iteration 36F: 3 clusters Score -1758107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Entering Unmasked Estep 
Score: -5160902.000000 Penalty: 2602.345459
	Iteration 0F: 2 clusters Score -5160902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -5136305.500000 Penalty: 5204.690918
	Iteration 0F: 3 clusters Score -5136306 nChanged 16482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -5145317.000000 Penalty: 5204.690918
	Iteration 1F: 3 clusters Score -5145317 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -5145734.000000 Penalty: 5204.690918
	Iteration 2Q: 3 clusters Score -5145734 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -5146126.000000 Penalty: 5204.690918
	Iteration 3Q: 3 clusters Score -5146126 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -5146487.000000 Penalty: 5204.690918
	Iteration 4Q: 3 clusters Score -5146487 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -5146831.000000 Penalty: 5204.690918
	Iteration 5Q: 3 clusters Score -5146831 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -5147296.000000 Penalty: 5204.690918
	Iteration 6Q: 3 clusters Score -5147296 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -5147860.000000 Penalty: 5204.690918
	Iteration 7Q: 3 clusters Score -5147860 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -5148670.000000 Penalty: 5204.690918
	Iteration 8Q: 3 clusters Score -5148670 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -5149936.000000 Penalty: 5204.690918
	Iteration 9F: 3 clusters Score -5149936 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -5151610.000000 Penalty: 5204.690918
	Iteration 10F: 3 clusters Score -5151610 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -5153460.500000 Penalty: 5204.690918
	Iteration 11F: 3 clusters Score -5153460 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5155253.500000 Penalty: 5204.690918
	Iteration 12F: 3 clusters Score -5155254 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5156655.000000 Penalty: 5204.690918
	Iteration 13Q: 3 clusters Score -5156655 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5157588.500000 Penalty: 5204.690918
	Iteration 14Q: 3 clusters Score -5157588 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5158078.000000 Penalty: 5204.690918
	Iteration 15Q: 3 clusters Score -5158078 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5158315.000000 Penalty: 5204.690918
	Iteration 16Q: 3 clusters Score -5158315 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5158437.000000 Penalty: 5204.690918
	Iteration 17Q: 3 clusters Score -5158437 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5158514.000000 Penalty: 5204.690918
	Iteration 18Q: 3 clusters Score -5158514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5158549.500000 Penalty: 5204.690918
	Iteration 19Q: 3 clusters Score -5158550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5158574.000000 Penalty: 5204.690918
	Iteration 20F: 3 clusters Score -5158574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5158586.000000 Penalty: 5204.690918
	Iteration 21Q: 3 clusters Score -5158586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5158605.000000 Penalty: 5204.690918
	Iteration 22Q: 3 clusters Score -5158605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5158622.500000 Penalty: 5204.690918
	Iteration 23Q: 3 clusters Score -5158622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5158629.000000 Penalty: 5204.690918
	Iteration 24Q: 3 clusters Score -5158629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5158638.000000 Penalty: 5204.690918
	Iteration 25Q: 3 clusters Score -5158638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5158643.000000 Penalty: 5204.690918
	Iteration 26Q: 3 clusters Score -5158643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5158639.000000 Penalty: 5204.690918
	Iteration 27Q: 3 clusters Score -5158639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5158642.000000 Penalty: 5204.690918
	Iteration 28Q: 3 clusters Score -5158642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5158642.000000 Penalty: 5204.690918
	Iteration 29Q: 3 clusters Score -5158642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5158647.000000 Penalty: 5204.690918
	Iteration 30Q: 3 clusters Score -5158647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5158646.500000 Penalty: 5204.690918
	Iteration 31Q: 3 clusters Score -5158646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5158650.500000 Penalty: 5204.690918
	Iteration 32Q: 3 clusters Score -5158650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5158651.500000 Penalty: 5204.690918
	Iteration 33Q: 3 clusters Score -5158652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5158656.000000 Penalty: 5204.690918
	Iteration 34Q: 3 clusters Score -5158656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5158656.000000 Penalty: 5204.690918
	Iteration 35F: 3 clusters Score -5158656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -206242.031250 Penalty: 1810.851929
	Iteration 0F: 2 clusters Score -206242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -203945.609375 Penalty: 3621.703857
	Iteration 0F: 3 clusters Score -203945.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -204370.921875 Penalty: 3621.703857
	Iteration 1F: 3 clusters Score -204370.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -204625.578125 Penalty: 3621.703857
	Iteration 2F: 3 clusters Score -204625.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -204912.406250 Penalty: 3621.703857
	Iteration 3F: 3 clusters Score -204912.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -205165.843750 Penalty: 3621.703857
	Iteration 4F: 3 clusters Score -205165.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -205330.500000 Penalty: 3621.703857
	Iteration 5F: 3 clusters Score -205330.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -205427.625000 Penalty: 3621.703857
	Iteration 6Q: 3 clusters Score -205427.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -205485.796875 Penalty: 3621.703857
	Iteration 7Q: 3 clusters Score -205485.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -205530.875000 Penalty: 3621.703857
	Iteration 8Q: 3 clusters Score -205530.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -205566.546875 Penalty: 3621.703857
	Iteration 9Q: 3 clusters Score -205566.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -205593.328125 Penalty: 3621.703857
	Iteration 10Q: 3 clusters Score -205593.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -205607.187500 Penalty: 3621.703857
	Iteration 11Q: 3 clusters Score -205607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -205617.421875 Penalty: 3621.703857
	Iteration 12Q: 3 clusters Score -205617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -205623.156250 Penalty: 3621.703857
	Iteration 13Q: 3 clusters Score -205623.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -205623.156250 Penalty: 3621.703857
	Iteration 14F: 3 clusters Score -205623.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -21802.949219 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -21802.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20787.443359 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -20787.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20876.001953 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -20876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20921.257812 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -20921.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20968.085938 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -20968.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20984.347656 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -20984.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20994.255859 Penalty: 2625.479248
	Iteration 5Q: 3 clusters Score -20994.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21002.781250 Penalty: 2625.479248
	Iteration 6Q: 3 clusters Score -21002.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21012.042969 Penalty: 2625.479248
	Iteration 7Q: 3 clusters Score -21012.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -21014.125000 Penalty: 2625.479248
	Iteration 8Q: 3 clusters Score -21014.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -21016.068359 Penalty: 2625.479248
	Iteration 9Q: 3 clusters Score -21016.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -21018.876953 Penalty: 2625.479248
	Iteration 10Q: 3 clusters Score -21018.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -21021.923828 Penalty: 2625.479248
	Iteration 11Q: 3 clusters Score -21021.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -21026.408203 Penalty: 2625.479248
	Iteration 12Q: 3 clusters Score -21026.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21031.085938 Penalty: 2625.479248
	Iteration 13Q: 3 clusters Score -21031.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21031.085938 Penalty: 2625.479248
	Iteration 14F: 3 clusters Score -21031.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (111102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111102 members 
Entering Unmasked Estep 
Score: -15776990.000000 Penalty: 2881.314697
	Iteration 0F: 2 clusters Score -1.577699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -15703453.000000 Penalty: 5762.629395
	Iteration 0F: 3 clusters Score -1.570345e+07 nChanged 52702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -15734033.000000 Penalty: 5762.629395
	Iteration 1F: 3 clusters Score -1.573403e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -15735244.000000 Penalty: 5762.629395
	Iteration 2Q: 3 clusters Score -1.573524e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -15736975.000000 Penalty: 5762.629395
	Iteration 3Q: 3 clusters Score -1.573698e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -15740019.000000 Penalty: 5762.629395
	Iteration 4F: 3 clusters Score -1.574002e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 76833 members 
Entering Unmasked Estep 
Score: -15744877.000000 Penalty: 5762.629395
	Iteration 5F: 3 clusters Score -1.574488e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 85033 members 
Entering Unmasked Estep 
Score: -15751974.000000 Penalty: 5762.629395
	Iteration 6F: 3 clusters Score -1.575197e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -15760445.000000 Penalty: 5762.629395
	Iteration 7F: 3 clusters Score -1.576044e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 100044 members 
Entering Unmasked Estep 
Score: -15766869.000000 Penalty: 5762.629395
	Iteration 8F: 3 clusters Score -1.576687e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -15770557.000000 Penalty: 5762.629395
	Iteration 9Q: 3 clusters Score -1.577056e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -15772430.000000 Penalty: 5762.629395
	Iteration 10Q: 3 clusters Score -1.577243e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 106777 members 
Entering Unmasked Estep 
Score: -15773421.000000 Penalty: 5762.629395
	Iteration 11Q: 3 clusters Score -1.577342e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -15773972.000000 Penalty: 5762.629395
	Iteration 12Q: 3 clusters Score -1.577397e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -15774279.000000 Penalty: 5762.629395
	Iteration 13Q: 3 clusters Score -1.577428e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 107653 members 
Entering Unmasked Estep 
Score: -15774482.000000 Penalty: 5762.629395
	Iteration 14Q: 3 clusters Score -1.577448e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 107777 members 
Entering Unmasked Estep 
Score: -15774569.000000 Penalty: 5762.629395
	Iteration 15Q: 3 clusters Score -1.577457e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 107870 members 
Entering Unmasked Estep 
Score: -15774641.000000 Penalty: 5762.629395
	Iteration 16Q: 3 clusters Score -1.577464e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 107956 members 
Entering Unmasked Estep 
Score: -15774728.000000 Penalty: 5762.629395
	Iteration 17Q: 3 clusters Score -1.577473e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 108041 members 
Entering Unmasked Estep 
Score: -15774764.000000 Penalty: 5762.629395
	Iteration 18Q: 3 clusters Score -1.577476e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 108094 members 
Entering Unmasked Estep 
Score: -15774779.000000 Penalty: 5762.629395
	Iteration 19Q: 3 clusters Score -1.577478e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 108140 members 
Entering Unmasked Estep 
Score: -15774792.000000 Penalty: 5762.629395
	Iteration 20F: 3 clusters Score -1.577479e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 108166 members 
Entering Unmasked Estep 
Score: -15774816.000000 Penalty: 5762.629395
	Iteration 21Q: 3 clusters Score -1.577482e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 108183 members 
Entering Unmasked Estep 
Score: -15774822.000000 Penalty: 5762.629395
	Iteration 22Q: 3 clusters Score -1.577482e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 108200 members 
Entering Unmasked Estep 
Score: -15774798.000000 Penalty: 5762.629395
	Iteration 23Q: 3 clusters Score -1.57748e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 108222 members 
Entering Unmasked Estep 
Score: -15774816.000000 Penalty: 5762.629395
	Iteration 24Q: 3 clusters Score -1.577482e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 108241 members 
Entering Unmasked Estep 
Score: -15774843.000000 Penalty: 5762.629395
	Iteration 25Q: 3 clusters Score -1.577484e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 108261 members 
Entering Unmasked Estep 
Score: -15774855.000000 Penalty: 5762.629395
	Iteration 26Q: 3 clusters Score -1.577486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -15774852.000000 Penalty: 5762.629395
	Iteration 27Q: 3 clusters Score -1.577485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -15774874.000000 Penalty: 5762.629395
	Iteration 28Q: 3 clusters Score -1.577487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 108279 members 
Entering Unmasked Estep 
Score: -15774868.000000 Penalty: 5762.629395
	Iteration 29Q: 3 clusters Score -1.577487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 108280 members 
Entering Unmasked Estep 
Score: -15774871.000000 Penalty: 5762.629395
	Iteration 30Q: 3 clusters Score -1.577487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 108287 members 
Entering Unmasked Estep 
Score: -15774879.000000 Penalty: 5762.629395
	Iteration 31Q: 3 clusters Score -1.577488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 108291 members 
Entering Unmasked Estep 
Score: -15774873.000000 Penalty: 5762.629395
	Iteration 32Q: 3 clusters Score -1.577487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 108293 members 
Entering Unmasked Estep 
Score: -15774865.000000 Penalty: 5762.629395
	Iteration 33Q: 3 clusters Score -1.577486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 108296 members 
Entering Unmasked Estep 
Score: -15774887.000000 Penalty: 5762.629395
	Iteration 34Q: 3 clusters Score -1.577489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 108303 members 
Entering Unmasked Estep 
Score: -15774871.000000 Penalty: 5762.629395
	Iteration 35Q: 3 clusters Score -1.577487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 108307 members 
Entering Unmasked Estep 
Score: -15774862.000000 Penalty: 5762.629395
	Iteration 36Q: 3 clusters Score -1.577486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 108310 members 
Entering Unmasked Estep 
Score: -15774872.000000 Penalty: 5762.629395
	Iteration 37Q: 3 clusters Score -1.577487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 108314 members 
Entering Unmasked Estep 
Score: -15774869.000000 Penalty: 5762.629395
	Iteration 38Q: 3 clusters Score -1.577487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 108316 members 
Entering Unmasked Estep 
Score: -15774879.000000 Penalty: 5762.629395
	Iteration 39Q: 3 clusters Score -1.577488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 108322 members 
Entering Unmasked Estep 
Score: -15774880.000000 Penalty: 5762.629395
	Iteration 40F: 3 clusters Score -1.577488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -15774872.000000 Penalty: 5762.629395
	Iteration 41Q: 3 clusters Score -1.577487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 108333 members 
Entering Unmasked Estep 
Score: -15774892.000000 Penalty: 5762.629395
	Iteration 42Q: 3 clusters Score -1.577489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -15774910.000000 Penalty: 5762.629395
	Iteration 43Q: 3 clusters Score -1.577491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 108347 members 
Entering Unmasked Estep 
Score: -15774922.000000 Penalty: 5762.629395
	Iteration 44Q: 3 clusters Score -1.577492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 108352 members 
Entering Unmasked Estep 
Score: -15774909.000000 Penalty: 5762.629395
	Iteration 45Q: 3 clusters Score -1.577491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 108355 members 
Entering Unmasked Estep 
Score: -15774916.000000 Penalty: 5762.629395
	Iteration 46Q: 3 clusters Score -1.577492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -15774902.000000 Penalty: 5762.629395
	Iteration 47Q: 3 clusters Score -1.57749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 108364 members 
Entering Unmasked Estep 
Score: -15774905.000000 Penalty: 5762.629395
	Iteration 48Q: 3 clusters Score -1.57749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 108370 members 
Entering Unmasked Estep 
Score: -15774905.000000 Penalty: 5762.629395
	Iteration 49Q: 3 clusters Score -1.57749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 108370 members 
Entering Unmasked Estep 
Score: -15774897.000000 Penalty: 5762.629395
	Iteration 50Q: 3 clusters Score -1.57749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -15774901.000000 Penalty: 5762.629395
	Iteration 51Q: 3 clusters Score -1.57749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -15774912.000000 Penalty: 5762.629395
	Iteration 52Q: 3 clusters Score -1.577491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -15774907.000000 Penalty: 5762.629395
	Iteration 53Q: 3 clusters Score -1.577491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -15774909.000000 Penalty: 5762.629395
	Iteration 54Q: 3 clusters Score -1.577491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 108372 members 
Entering Unmasked Estep 
Score: -15774905.000000 Penalty: 5762.629395
	Iteration 55Q: 3 clusters Score -1.57749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 108372 members 
Entering Unmasked Estep 
Score: -15774905.000000 Penalty: 5762.629395
	Iteration 56F: 3 clusters Score -1.57749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (114770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114770 members 
Entering Unmasked Estep 
Score: -16382301.000000 Penalty: 2889.369873
	Iteration 0F: 2 clusters Score -1.63823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -16306595.000000 Penalty: 5778.739746
	Iteration 0F: 3 clusters Score -1.63066e+07 nChanged 54443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -16337534.000000 Penalty: 5778.739746
	Iteration 1F: 3 clusters Score -1.633753e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -16338366.000000 Penalty: 5778.739746
	Iteration 2Q: 3 clusters Score -1.633837e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -16339285.000000 Penalty: 5778.739746
	Iteration 3Q: 3 clusters Score -1.633928e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -16340501.000000 Penalty: 5778.739746
	Iteration 4Q: 3 clusters Score -1.63405e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -16342158.000000 Penalty: 5778.739746
	Iteration 5Q: 3 clusters Score -1.634216e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -16344273.000000 Penalty: 5778.739746
	Iteration 6Q: 3 clusters Score -1.634427e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -16347149.000000 Penalty: 5778.739746
	Iteration 7Q: 3 clusters Score -1.634715e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 78108 members 
Entering Unmasked Estep 
Score: -16351065.000000 Penalty: 5778.739746
	Iteration 8F: 3 clusters Score -1.635106e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -16355827.000000 Penalty: 5778.739746
	Iteration 9F: 3 clusters Score -1.635583e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -16360853.000000 Penalty: 5778.739746
	Iteration 10F: 3 clusters Score -1.636085e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
Score: -16365637.000000 Penalty: 5778.739746
	Iteration 11F: 3 clusters Score -1.636564e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -16369556.000000 Penalty: 5778.739746
	Iteration 12Q: 3 clusters Score -1.636956e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 106045 members 
Entering Unmasked Estep 
Score: -16372793.000000 Penalty: 5778.739746
	Iteration 13Q: 3 clusters Score -1.637279e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 109293 members 
Entering Unmasked Estep 
Score: -16375455.000000 Penalty: 5778.739746
	Iteration 14Q: 3 clusters Score -1.637546e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 111539 members 
Entering Unmasked Estep 
Score: -16377417.000000 Penalty: 5778.739746
	Iteration 15Q: 3 clusters Score -1.637742e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 112898 members 
Entering Unmasked Estep 
Score: -16378492.000000 Penalty: 5778.739746
	Iteration 16Q: 3 clusters Score -1.637849e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 113629 members 
Entering Unmasked Estep 
Score: -16379066.000000 Penalty: 5778.739746
	Iteration 17Q: 3 clusters Score -1.637907e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -16379414.000000 Penalty: 5778.739746
	Iteration 18Q: 3 clusters Score -1.637941e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 114208 members 
Entering Unmasked Estep 
Score: -16379581.000000 Penalty: 5778.739746
	Iteration 19Q: 3 clusters Score -1.637958e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 114296 members 
Entering Unmasked Estep 
Score: -16379683.000000 Penalty: 5778.739746
	Iteration 20F: 3 clusters Score -1.637968e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -16379738.000000 Penalty: 5778.739746
	Iteration 21Q: 3 clusters Score -1.637974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 114363 members 
Entering Unmasked Estep 
Score: -16379771.000000 Penalty: 5778.739746
	Iteration 22Q: 3 clusters Score -1.637977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -16379780.000000 Penalty: 5778.739746
	Iteration 23Q: 3 clusters Score -1.637978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 114389 members 
Entering Unmasked Estep 
Score: -16379816.000000 Penalty: 5778.739746
	Iteration 24Q: 3 clusters Score -1.637982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -16379812.000000 Penalty: 5778.739746
	Iteration 25Q: 3 clusters Score -1.637981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 114399 members 
Entering Unmasked Estep 
Score: -16379832.000000 Penalty: 5778.739746
	Iteration 26Q: 3 clusters Score -1.637983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 114402 members 
Entering Unmasked Estep 
Score: -16379827.000000 Penalty: 5778.739746
	Iteration 27Q: 3 clusters Score -1.637983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 114404 members 
Entering Unmasked Estep 
Score: -16379839.000000 Penalty: 5778.739746
	Iteration 28Q: 3 clusters Score -1.637984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 114402 members 
Entering Unmasked Estep 
Score: -16379838.000000 Penalty: 5778.739746
	Iteration 29Q: 3 clusters Score -1.637984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 114401 members 
Entering Unmasked Estep 
Score: -16379842.000000 Penalty: 5778.739746
	Iteration 30Q: 3 clusters Score -1.637984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 114402 members 
Entering Unmasked Estep 
Score: -16379835.000000 Penalty: 5778.739746
	Iteration 31Q: 3 clusters Score -1.637984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 114403 members 
Entering Unmasked Estep 
Score: -16379847.000000 Penalty: 5778.739746
	Iteration 32Q: 3 clusters Score -1.637985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 114403 members 
Entering Unmasked Estep 
Score: -16379847.000000 Penalty: 5778.739746
	Iteration 33F: 3 clusters Score -1.637985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Entering Unmasked Estep 
Score: -6047907.000000 Penalty: 2641.988770
	Iteration 0F: 2 clusters Score -6047907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -6019209.500000 Penalty: 5283.977539
	Iteration 0F: 3 clusters Score -6019210 nChanged 19488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -6029966.500000 Penalty: 5283.977539
	Iteration 1F: 3 clusters Score -6029966 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -6030519.000000 Penalty: 5283.977539
	Iteration 2Q: 3 clusters Score -6030519 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -6031099.000000 Penalty: 5283.977539
	Iteration 3Q: 3 clusters Score -6031099 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -6031746.500000 Penalty: 5283.977539
	Iteration 4Q: 3 clusters Score -6031746 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -6032622.500000 Penalty: 5283.977539
	Iteration 5Q: 3 clusters Score -6032622 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -6033694.000000 Penalty: 5283.977539
	Iteration 6Q: 3 clusters Score -6033694 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -6035132.500000 Penalty: 5283.977539
	Iteration 7F: 3 clusters Score -6035132 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -6037077.000000 Penalty: 5283.977539
	Iteration 8F: 3 clusters Score -6037077 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -6039357.000000 Penalty: 5283.977539
	Iteration 9F: 3 clusters Score -6039357 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -6041324.000000 Penalty: 5283.977539
	Iteration 10F: 3 clusters Score -6041324 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -6042555.000000 Penalty: 5283.977539
	Iteration 11Q: 3 clusters Score -6042555 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -6043281.000000 Penalty: 5283.977539
	Iteration 12Q: 3 clusters Score -6043281 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -6043732.000000 Penalty: 5283.977539
	Iteration 13Q: 3 clusters Score -6043732 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -6044044.500000 Penalty: 5283.977539
	Iteration 14Q: 3 clusters Score -6044044 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -6044292.000000 Penalty: 5283.977539
	Iteration 15Q: 3 clusters Score -6044292 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -6044497.000000 Penalty: 5283.977539
	Iteration 16Q: 3 clusters Score -6044497 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -6044674.500000 Penalty: 5283.977539
	Iteration 17Q: 3 clusters Score -6044674 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -6044819.500000 Penalty: 5283.977539
	Iteration 18Q: 3 clusters Score -6044820 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -6044942.000000 Penalty: 5283.977539
	Iteration 19Q: 3 clusters Score -6044942 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -6045016.500000 Penalty: 5283.977539
	Iteration 20F: 3 clusters Score -6045016 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -6045090.000000 Penalty: 5283.977539
	Iteration 21Q: 3 clusters Score -6045090 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -6045142.500000 Penalty: 5283.977539
	Iteration 22Q: 3 clusters Score -6045142 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -6045189.000000 Penalty: 5283.977539
	Iteration 23Q: 3 clusters Score -6045189 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -6045221.000000 Penalty: 5283.977539
	Iteration 24Q: 3 clusters Score -6045221 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -6045259.000000 Penalty: 5283.977539
	Iteration 25Q: 3 clusters Score -6045259 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -6045304.500000 Penalty: 5283.977539
	Iteration 26Q: 3 clusters Score -6045304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -6045344.500000 Penalty: 5283.977539
	Iteration 27Q: 3 clusters Score -6045344 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -6045371.000000 Penalty: 5283.977539
	Iteration 28Q: 3 clusters Score -6045371 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -6045390.000000 Penalty: 5283.977539
	Iteration 29Q: 3 clusters Score -6045390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -6045412.000000 Penalty: 5283.977539
	Iteration 30Q: 3 clusters Score -6045412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -6045427.500000 Penalty: 5283.977539
	Iteration 31Q: 3 clusters Score -6045428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -6045434.500000 Penalty: 5283.977539
	Iteration 32Q: 3 clusters Score -6045434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -6045450.500000 Penalty: 5283.977539
	Iteration 33Q: 3 clusters Score -6045450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -6045475.500000 Penalty: 5283.977539
	Iteration 34Q: 3 clusters Score -6045476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -6045487.500000 Penalty: 5283.977539
	Iteration 35Q: 3 clusters Score -6045488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -6045505.500000 Penalty: 5283.977539
	Iteration 36Q: 3 clusters Score -6045506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -6045512.000000 Penalty: 5283.977539
	Iteration 37Q: 3 clusters Score -6045512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -6045513.500000 Penalty: 5283.977539
	Iteration 38Q: 3 clusters Score -6045514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -6045514.000000 Penalty: 5283.977539
	Iteration 39Q: 3 clusters Score -6045514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -6045519.500000 Penalty: 5283.977539
	Iteration 40F: 3 clusters Score -6045520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -6045519.000000 Penalty: 5283.977539
	Iteration 41Q: 3 clusters Score -6045519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -6045523.500000 Penalty: 5283.977539
	Iteration 42Q: 3 clusters Score -6045524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -6045516.500000 Penalty: 5283.977539
	Iteration 43Q: 3 clusters Score -6045516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -6045517.000000 Penalty: 5283.977539
	Iteration 44Q: 3 clusters Score -6045517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -6045523.500000 Penalty: 5283.977539
	Iteration 45Q: 3 clusters Score -6045524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -6045522.500000 Penalty: 5283.977539
	Iteration 46Q: 3 clusters Score -6045522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -6045533.000000 Penalty: 5283.977539
	Iteration 47Q: 3 clusters Score -6045533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -6045536.000000 Penalty: 5283.977539
	Iteration 48Q: 3 clusters Score -6045536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -6045534.500000 Penalty: 5283.977539
	Iteration 49Q: 3 clusters Score -6045534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -6045541.500000 Penalty: 5283.977539
	Iteration 50Q: 3 clusters Score -6045542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -6045540.500000 Penalty: 5283.977539
	Iteration 51Q: 3 clusters Score -6045540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -6045548.000000 Penalty: 5283.977539
	Iteration 52Q: 3 clusters Score -6045548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -6045545.500000 Penalty: 5283.977539
	Iteration 53Q: 3 clusters Score -6045546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -6045548.000000 Penalty: 5283.977539
	Iteration 54Q: 3 clusters Score -6045548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -6045548.000000 Penalty: 5283.977539
	Iteration 55Q: 3 clusters Score -6045548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -6045545.000000 Penalty: 5283.977539
	Iteration 56Q: 3 clusters Score -6045545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -6045557.000000 Penalty: 5283.977539
	Iteration 57Q: 3 clusters Score -6045557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -6045568.000000 Penalty: 5283.977539
	Iteration 58Q: 3 clusters Score -6045568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -6045572.500000 Penalty: 5283.977539
	Iteration 59Q: 3 clusters Score -6045572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -6045573.500000 Penalty: 5283.977539
	Iteration 60F: 3 clusters Score -6045574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -6045582.000000 Penalty: 5283.977539
	Iteration 61Q: 3 clusters Score -6045582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -6045591.000000 Penalty: 5283.977539
	Iteration 62Q: 3 clusters Score -6045591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -6045589.500000 Penalty: 5283.977539
	Iteration 63Q: 3 clusters Score -6045590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -6045591.500000 Penalty: 5283.977539
	Iteration 64Q: 3 clusters Score -6045592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -6045594.000000 Penalty: 5283.977539
	Iteration 65Q: 3 clusters Score -6045594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -6045596.000000 Penalty: 5283.977539
	Iteration 66Q: 3 clusters Score -6045596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -6045596.500000 Penalty: 5283.977539
	Iteration 67Q: 3 clusters Score -6045596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -6045590.000000 Penalty: 5283.977539
	Iteration 68Q: 3 clusters Score -6045590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -6045594.500000 Penalty: 5283.977539
	Iteration 69Q: 3 clusters Score -6045594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -6045596.500000 Penalty: 5283.977539
	Iteration 70Q: 3 clusters Score -6045596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -6045594.500000 Penalty: 5283.977539
	Iteration 71Q: 3 clusters Score -6045594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -6045604.000000 Penalty: 5283.977539
	Iteration 72Q: 3 clusters Score -6045604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -6045603.500000 Penalty: 5283.977539
	Iteration 73Q: 3 clusters Score -6045604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -6045611.000000 Penalty: 5283.977539
	Iteration 74Q: 3 clusters Score -6045611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -6045613.500000 Penalty: 5283.977539
	Iteration 75Q: 3 clusters Score -6045614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -6045612.500000 Penalty: 5283.977539
	Iteration 76Q: 3 clusters Score -6045612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -6045612.500000 Penalty: 5283.977539
	Iteration 77F: 3 clusters Score -6045612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -264437.562500 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -264437.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -261877.765625 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -261877.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -262333.312500 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -262333.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -262511.156250 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -262511.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -262625.843750 Penalty: 3746.949951
	Iteration 3F: 3 clusters Score -262625.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -262696.437500 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -262696.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -262739.000000 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -262739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -262776.937500 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -262776.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -262814.906250 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -262814.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -262847.656250 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -262847.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -262866.437500 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -262866.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -262881.781250 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -262881.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -262892.968750 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -262893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -262905.562500 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -262905.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -262924.937500 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -262924.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -262945.718750 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -262945.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -262962.312500 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -262962.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -262979.593750 Penalty: 3746.949951
	Iteration 16Q: 3 clusters Score -262979.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -263012.000000 Penalty: 3746.949951
	Iteration 17Q: 3 clusters Score -263012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -263036.406250 Penalty: 3746.949951
	Iteration 18Q: 3 clusters Score -263036.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -263055.843750 Penalty: 3746.949951
	Iteration 19Q: 3 clusters Score -263055.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -263074.437500 Penalty: 3746.949951
	Iteration 20F: 3 clusters Score -263074.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -263096.187500 Penalty: 3746.949951
	Iteration 21Q: 3 clusters Score -263096.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -263119.406250 Penalty: 3746.949951
	Iteration 22Q: 3 clusters Score -263119.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -263143.250000 Penalty: 3746.949951
	Iteration 23Q: 3 clusters Score -263143.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -263160.750000 Penalty: 3746.949951
	Iteration 24Q: 3 clusters Score -263160.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -263181.093750 Penalty: 3746.949951
	Iteration 25Q: 3 clusters Score -263181.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -263200.343750 Penalty: 3746.949951
	Iteration 26Q: 3 clusters Score -263200.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -263216.625000 Penalty: 3746.949951
	Iteration 27Q: 3 clusters Score -263216.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -263241.281250 Penalty: 3746.949951
	Iteration 28Q: 3 clusters Score -263241.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -263257.468750 Penalty: 3746.949951
	Iteration 29Q: 3 clusters Score -263257.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -263268.062500 Penalty: 3746.949951
	Iteration 30Q: 3 clusters Score -263268.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -263280.281250 Penalty: 3746.949951
	Iteration 31Q: 3 clusters Score -263280.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -263300.687500 Penalty: 3746.949951
	Iteration 32Q: 3 clusters Score -263300.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -263331.468750 Penalty: 3746.949951
	Iteration 33Q: 3 clusters Score -263331.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -263349.406250 Penalty: 3746.949951
	Iteration 34Q: 3 clusters Score -263349.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -263367.718750 Penalty: 3746.949951
	Iteration 35Q: 3 clusters Score -263367.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -263385.593750 Penalty: 3746.949951
	Iteration 36Q: 3 clusters Score -263385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -263404.062500 Penalty: 3746.949951
	Iteration 37Q: 3 clusters Score -263404.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -263435.906250 Penalty: 3746.949951
	Iteration 38Q: 3 clusters Score -263435.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -263464.000000 Penalty: 3746.949951
	Iteration 39Q: 3 clusters Score -263464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -263488.093750 Penalty: 3746.949951
	Iteration 40F: 3 clusters Score -263488.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -263513.406250 Penalty: 3746.949951
	Iteration 41Q: 3 clusters Score -263513.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -263536.687500 Penalty: 3746.949951
	Iteration 42Q: 3 clusters Score -263536.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -263551.250000 Penalty: 3746.949951
	Iteration 43Q: 3 clusters Score -263551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -263556.156250 Penalty: 3746.949951
	Iteration 44Q: 3 clusters Score -263556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -263561.687500 Penalty: 3746.949951
	Iteration 45Q: 3 clusters Score -263561.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -263567.625000 Penalty: 3746.949951
	Iteration 46Q: 3 clusters Score -263567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -263570.000000 Penalty: 3746.949951
	Iteration 47Q: 3 clusters Score -263570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -263570.968750 Penalty: 3746.949951
	Iteration 48Q: 3 clusters Score -263571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -263571.406250 Penalty: 3746.949951
	Iteration 49Q: 3 clusters Score -263571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -263572.093750 Penalty: 3746.949951
	Iteration 50Q: 3 clusters Score -263572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -263572.750000 Penalty: 3746.949951
	Iteration 51Q: 3 clusters Score -263572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -263572.750000 Penalty: 3746.949951
	Iteration 52F: 3 clusters Score -263572.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159239 members 
Entering Unmasked Estep 
Score: -22360676.000000 Penalty: 2970.584229
	Iteration 0F: 2 clusters Score -2.236068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -22256830.000000 Penalty: 5941.168457
	Iteration 0F: 3 clusters Score -2.225683e+07 nChanged 76175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -22300878.000000 Penalty: 5941.168457
	Iteration 1F: 3 clusters Score -2.230088e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -22301776.000000 Penalty: 5941.168457
	Iteration 2Q: 3 clusters Score -2.230178e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -22302634.000000 Penalty: 5941.168457
	Iteration 3Q: 3 clusters Score -2.230263e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -22303634.000000 Penalty: 5941.168457
	Iteration 4Q: 3 clusters Score -2.230363e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -22305246.000000 Penalty: 5941.168457
	Iteration 5Q: 3 clusters Score -2.230525e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88596 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -22307542.000000 Penalty: 5941.168457
	Iteration 6Q: 3 clusters Score -2.230754e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -22311158.000000 Penalty: 5941.168457
	Iteration 7Q: 3 clusters Score -2.231116e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -22317356.000000 Penalty: 5941.168457
	Iteration 8F: 3 clusters Score -2.231736e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110307 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -22326324.000000 Penalty: 5941.168457
	Iteration 9F: 3 clusters Score -2.232632e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119386 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -22335780.000000 Penalty: 5941.168457
	Iteration 10F: 3 clusters Score -2.233578e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126475 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -22343146.000000 Penalty: 5941.168457
	Iteration 11F: 3 clusters Score -2.234315e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131182 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -22347614.000000 Penalty: 5941.168457
	Iteration 12Q: 3 clusters Score -2.234761e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134496 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -22350236.000000 Penalty: 5941.168457
	Iteration 13Q: 3 clusters Score -2.235024e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137212 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -22351876.000000 Penalty: 5941.168457
	Iteration 14Q: 3 clusters Score -2.235188e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -22353194.000000 Penalty: 5941.168457
	Iteration 15Q: 3 clusters Score -2.235319e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141732 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -22354476.000000 Penalty: 5941.168457
	Iteration 16Q: 3 clusters Score -2.235448e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -22355752.000000 Penalty: 5941.168457
	Iteration 17Q: 3 clusters Score -2.235575e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145400 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -22356848.000000 Penalty: 5941.168457
	Iteration 18Q: 3 clusters Score -2.235685e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146837 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -22357844.000000 Penalty: 5941.168457
	Iteration 19Q: 3 clusters Score -2.235784e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -22358672.000000 Penalty: 5941.168457
	Iteration 20F: 3 clusters Score -2.235867e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148929 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -22359408.000000 Penalty: 5941.168457
	Iteration 21Q: 3 clusters Score -2.235941e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149679 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -22359838.000000 Penalty: 5941.168457
	Iteration 22Q: 3 clusters Score -2.235984e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150288 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -22360092.000000 Penalty: 5941.168457
	Iteration 23Q: 3 clusters Score -2.236009e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150814 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -22360244.000000 Penalty: 5941.168457
	Iteration 24Q: 3 clusters Score -2.236024e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151271 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -22360376.000000 Penalty: 5941.168457
	Iteration 25Q: 3 clusters Score -2.236038e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151660 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -22360434.000000 Penalty: 5941.168457
	Iteration 26Q: 3 clusters Score -2.236043e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151975 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -22360502.000000 Penalty: 5941.168457
	Iteration 27Q: 3 clusters Score -2.23605e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152256 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -22360472.000000 Penalty: 5941.168457
	Iteration 28Q: 3 clusters Score -2.236047e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152476 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -22360508.000000 Penalty: 5941.168457
	Iteration 29Q: 3 clusters Score -2.236051e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152692 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -22360472.000000 Penalty: 5941.168457
	Iteration 30Q: 3 clusters Score -2.236047e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152884 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -22360470.000000 Penalty: 5941.168457
	Iteration 31Q: 3 clusters Score -2.236047e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153046 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -22360500.000000 Penalty: 5941.168457
	Iteration 32Q: 3 clusters Score -2.23605e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153185 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -22360534.000000 Penalty: 5941.168457
	Iteration 33Q: 3 clusters Score -2.236053e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153295 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -22360506.000000 Penalty: 5941.168457
	Iteration 34Q: 3 clusters Score -2.236051e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -22360454.000000 Penalty: 5941.168457
	Iteration 35Q: 3 clusters Score -2.236045e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -22360474.000000 Penalty: 5941.168457
	Iteration 36Q: 3 clusters Score -2.236047e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153547 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -22360424.000000 Penalty: 5941.168457
	Iteration 37Q: 3 clusters Score -2.236042e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153617 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -22360424.000000 Penalty: 5941.168457
	Iteration 38Q: 3 clusters Score -2.236042e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153670 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -22360416.000000 Penalty: 5941.168457
	Iteration 39Q: 3 clusters Score -2.236042e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153715 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -22360396.000000 Penalty: 5941.168457
	Iteration 40F: 3 clusters Score -2.23604e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153762 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -22360392.000000 Penalty: 5941.168457
	Iteration 41Q: 3 clusters Score -2.236039e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153806 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -22360428.000000 Penalty: 5941.168457
	Iteration 42Q: 3 clusters Score -2.236043e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153850 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -22360452.000000 Penalty: 5941.168457
	Iteration 43Q: 3 clusters Score -2.236045e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153894 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -22360482.000000 Penalty: 5941.168457
	Iteration 44Q: 3 clusters Score -2.236048e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153934 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -22360430.000000 Penalty: 5941.168457
	Iteration 45Q: 3 clusters Score -2.236043e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153969 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -22360430.000000 Penalty: 5941.168457
	Iteration 46Q: 3 clusters Score -2.236043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153990 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -22360450.000000 Penalty: 5941.168457
	Iteration 47Q: 3 clusters Score -2.236045e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154017 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -22360414.000000 Penalty: 5941.168457
	Iteration 48Q: 3 clusters Score -2.236041e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154044 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -22360426.000000 Penalty: 5941.168457
	Iteration 49Q: 3 clusters Score -2.236043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -22360402.000000 Penalty: 5941.168457
	Iteration 50Q: 3 clusters Score -2.23604e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154092 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -22360410.000000 Penalty: 5941.168457
	Iteration 51Q: 3 clusters Score -2.236041e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154127 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -22360410.000000 Penalty: 5941.168457
	Iteration 52Q: 3 clusters Score -2.236041e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154157 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -22360408.000000 Penalty: 5941.168457
	Iteration 53Q: 3 clusters Score -2.236041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154182 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -22360400.000000 Penalty: 5941.168457
	Iteration 54Q: 3 clusters Score -2.23604e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154215 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -22360408.000000 Penalty: 5941.168457
	Iteration 55Q: 3 clusters Score -2.236041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154254 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -22360390.000000 Penalty: 5941.168457
	Iteration 56Q: 3 clusters Score -2.236039e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154292 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -22360384.000000 Penalty: 5941.168457
	Iteration 57Q: 3 clusters Score -2.236038e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154326 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -22360398.000000 Penalty: 5941.168457
	Iteration 58Q: 3 clusters Score -2.23604e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154353 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -22360394.000000 Penalty: 5941.168457
	Iteration 59Q: 3 clusters Score -2.236039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154385 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -22360396.000000 Penalty: 5941.168457
	Iteration 60F: 3 clusters Score -2.23604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -22360406.000000 Penalty: 5941.168457
	Iteration 61Q: 3 clusters Score -2.236041e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154451 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -22360398.000000 Penalty: 5941.168457
	Iteration 62Q: 3 clusters Score -2.23604e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154488 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -22360376.000000 Penalty: 5941.168457
	Iteration 63Q: 3 clusters Score -2.236038e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154520 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -22360382.000000 Penalty: 5941.168457
	Iteration 64Q: 3 clusters Score -2.236038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154548 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -22360376.000000 Penalty: 5941.168457
	Iteration 65Q: 3 clusters Score -2.236038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -22360344.000000 Penalty: 5941.168457
	Iteration 66Q: 3 clusters Score -2.236034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154584 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -22360346.000000 Penalty: 5941.168457
	Iteration 67Q: 3 clusters Score -2.236035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -22360324.000000 Penalty: 5941.168457
	Iteration 68Q: 3 clusters Score -2.236032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154606 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -22360314.000000 Penalty: 5941.168457
	Iteration 69Q: 3 clusters Score -2.236031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154618 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -22360340.000000 Penalty: 5941.168457
	Iteration 70Q: 3 clusters Score -2.236034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154632 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -22360350.000000 Penalty: 5941.168457
	Iteration 71Q: 3 clusters Score -2.236035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -22360324.000000 Penalty: 5941.168457
	Iteration 72Q: 3 clusters Score -2.236032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -22360334.000000 Penalty: 5941.168457
	Iteration 73Q: 3 clusters Score -2.236033e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154687 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -22360334.000000 Penalty: 5941.168457
	Iteration 74Q: 3 clusters Score -2.236033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154709 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -22360342.000000 Penalty: 5941.168457
	Iteration 75Q: 3 clusters Score -2.236034e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154732 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -22360328.000000 Penalty: 5941.168457
	Iteration 76Q: 3 clusters Score -2.236033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154749 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -22360338.000000 Penalty: 5941.168457
	Iteration 77Q: 3 clusters Score -2.236034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154763 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -22360340.000000 Penalty: 5941.168457
	Iteration 78Q: 3 clusters Score -2.236034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154772 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -22360336.000000 Penalty: 5941.168457
	Iteration 79Q: 3 clusters Score -2.236034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154783 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -22360350.000000 Penalty: 5941.168457
	Iteration 80F: 3 clusters Score -2.236035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154794 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -22360320.000000 Penalty: 5941.168457
	Iteration 81Q: 3 clusters Score -2.236032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154802 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -22360320.000000 Penalty: 5941.168457
	Iteration 82Q: 3 clusters Score -2.236032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154818 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -22360322.000000 Penalty: 5941.168457
	Iteration 83Q: 3 clusters Score -2.236032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -22360312.000000 Penalty: 5941.168457
	Iteration 84Q: 3 clusters Score -2.236031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154833 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -22360314.000000 Penalty: 5941.168457
	Iteration 85Q: 3 clusters Score -2.236031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -22360312.000000 Penalty: 5941.168457
	Iteration 86Q: 3 clusters Score -2.236031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -22360306.000000 Penalty: 5941.168457
	Iteration 87Q: 3 clusters Score -2.236031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -22360314.000000 Penalty: 5941.168457
	Iteration 88Q: 3 clusters Score -2.236031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -22360292.000000 Penalty: 5941.168457
	Iteration 89Q: 3 clusters Score -2.236029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154850 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -22360294.000000 Penalty: 5941.168457
	Iteration 90Q: 3 clusters Score -2.236029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154856 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -22360298.000000 Penalty: 5941.168457
	Iteration 91Q: 3 clusters Score -2.23603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -22360282.000000 Penalty: 5941.168457
	Iteration 92Q: 3 clusters Score -2.236028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154869 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -22360278.000000 Penalty: 5941.168457
	Iteration 93Q: 3 clusters Score -2.236028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154874 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -22360272.000000 Penalty: 5941.168457
	Iteration 94Q: 3 clusters Score -2.236027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154879 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -22360280.000000 Penalty: 5941.168457
	Iteration 95Q: 3 clusters Score -2.236028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -22360280.000000 Penalty: 5941.168457
	Iteration 96Q: 3 clusters Score -2.236028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -22360264.000000 Penalty: 5941.168457
	Iteration 97Q: 3 clusters Score -2.236026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154904 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -22360278.000000 Penalty: 5941.168457
	Iteration 98Q: 3 clusters Score -2.236028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -22360250.000000 Penalty: 5941.168457
	Iteration 99Q: 3 clusters Score -2.236025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -22360240.000000 Penalty: 5941.168457
	Iteration 100F: 3 clusters Score -2.236024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -22360232.000000 Penalty: 5941.168457
	Iteration 101Q: 3 clusters Score -2.236023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154933 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -22360252.000000 Penalty: 5941.168457
	Iteration 102Q: 3 clusters Score -2.236025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154933 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -22360252.000000 Penalty: 5941.168457
	Iteration 103F: 3 clusters Score -2.236025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51577.984375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -51577.98 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 198 members 
Entering Unmasked Estep 
Score: -50266.191406 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -50266.19 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50595.820312 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -50595.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50799.480469 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -50799.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50905.312500 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -50905.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50979.347656 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -50979.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51071.632812 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -51071.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -51155.750000 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -51155.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51200.386719 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -51200.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51287.519531 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -51287.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -51397.394531 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -51397.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -51480.906250 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -51480.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -51485.082031 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -51485.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -51494.339844 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -51494.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51506.769531 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -51506.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51506.769531 Penalty: 2993.598877
	Iteration 14F: 3 clusters Score -51506.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Entering Unmasked Estep 
Score: -3782300.000000 Penalty: 2526.257324
	Iteration 0F: 2 clusters Score -3782300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3763996.000000 Penalty: 5052.514648
	Iteration 0F: 3 clusters Score -3763996 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3770489.750000 Penalty: 5052.514648
	Iteration 1F: 3 clusters Score -3770490 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3770983.250000 Penalty: 5052.514648
	Iteration 2F: 3 clusters Score -3770983 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3771476.750000 Penalty: 5052.514648
	Iteration 3Q: 3 clusters Score -3771477 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3772092.500000 Penalty: 5052.514648
	Iteration 4Q: 3 clusters Score -3772092 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3772888.500000 Penalty: 5052.514648
	Iteration 5F: 3 clusters Score -3772888 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3773878.250000 Penalty: 5052.514648
	Iteration 6F: 3 clusters Score -3773878 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3775087.250000 Penalty: 5052.514648
	Iteration 7F: 3 clusters Score -3775087 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3776472.750000 Penalty: 5052.514648
	Iteration 8F: 3 clusters Score -3776473 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3777781.000000 Penalty: 5052.514648
	Iteration 9F: 3 clusters Score -3777781 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3778690.500000 Penalty: 5052.514648
	Iteration 10Q: 3 clusters Score -3778690 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3779098.250000 Penalty: 5052.514648
	Iteration 11Q: 3 clusters Score -3779098 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3779283.250000 Penalty: 5052.514648
	Iteration 12Q: 3 clusters Score -3779283 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3779410.500000 Penalty: 5052.514648
	Iteration 13Q: 3 clusters Score -3779410 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3779522.000000 Penalty: 5052.514648
	Iteration 14Q: 3 clusters Score -3779522 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -3779605.750000 Penalty: 5052.514648
	Iteration 15Q: 3 clusters Score -3779606 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3779677.000000 Penalty: 5052.514648
	Iteration 16Q: 3 clusters Score -3779677 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3779737.000000 Penalty: 5052.514648
	Iteration 17Q: 3 clusters Score -3779737 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3779790.500000 Penalty: 5052.514648
	Iteration 18Q: 3 clusters Score -3779790 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3779824.750000 Penalty: 5052.514648
	Iteration 19Q: 3 clusters Score -3779825 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3779862.500000 Penalty: 5052.514648
	Iteration 20F: 3 clusters Score -3779862 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3779896.000000 Penalty: 5052.514648
	Iteration 21Q: 3 clusters Score -3779896 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3779938.250000 Penalty: 5052.514648
	Iteration 22Q: 3 clusters Score -3779938 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3779971.250000 Penalty: 5052.514648
	Iteration 23Q: 3 clusters Score -3779971 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3779991.500000 Penalty: 5052.514648
	Iteration 24Q: 3 clusters Score -3779992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3780026.750000 Penalty: 5052.514648
	Iteration 25Q: 3 clusters Score -3780027 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3780067.500000 Penalty: 5052.514648
	Iteration 26Q: 3 clusters Score -3780068 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3780097.750000 Penalty: 5052.514648
	Iteration 27Q: 3 clusters Score -3780098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3780125.500000 Penalty: 5052.514648
	Iteration 28Q: 3 clusters Score -3780126 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3780156.500000 Penalty: 5052.514648
	Iteration 29Q: 3 clusters Score -3780156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3780180.750000 Penalty: 5052.514648
	Iteration 30Q: 3 clusters Score -3780181 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -3780198.000000 Penalty: 5052.514648
	Iteration 31Q: 3 clusters Score -3780198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3780217.500000 Penalty: 5052.514648
	Iteration 32Q: 3 clusters Score -3780218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3780232.500000 Penalty: 5052.514648
	Iteration 33Q: 3 clusters Score -3780232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3780260.250000 Penalty: 5052.514648
	Iteration 34Q: 3 clusters Score -3780260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3780271.750000 Penalty: 5052.514648
	Iteration 35Q: 3 clusters Score -3780272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3780276.000000 Penalty: 5052.514648
	Iteration 36Q: 3 clusters Score -3780276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3780304.500000 Penalty: 5052.514648
	Iteration 37Q: 3 clusters Score -3780304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3780309.750000 Penalty: 5052.514648
	Iteration 38Q: 3 clusters Score -3780310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3780323.500000 Penalty: 5052.514648
	Iteration 39Q: 3 clusters Score -3780324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3780335.500000 Penalty: 5052.514648
	Iteration 40F: 3 clusters Score -3780336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3780339.750000 Penalty: 5052.514648
	Iteration 41Q: 3 clusters Score -3780340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3780353.250000 Penalty: 5052.514648
	Iteration 42Q: 3 clusters Score -3780353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3780368.750000 Penalty: 5052.514648
	Iteration 43Q: 3 clusters Score -3780369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3780380.250000 Penalty: 5052.514648
	Iteration 44Q: 3 clusters Score -3780380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3780384.000000 Penalty: 5052.514648
	Iteration 45Q: 3 clusters Score -3780384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3780383.500000 Penalty: 5052.514648
	Iteration 46Q: 3 clusters Score -3780384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3780387.500000 Penalty: 5052.514648
	Iteration 47Q: 3 clusters Score -3780388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3780393.250000 Penalty: 5052.514648
	Iteration 48Q: 3 clusters Score -3780393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3780393.250000 Penalty: 5052.514648
	Iteration 49Q: 3 clusters Score -3780393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -3780390.250000 Penalty: 5052.514648
	Iteration 50Q: 3 clusters Score -3780390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3780397.500000 Penalty: 5052.514648
	Iteration 51Q: 3 clusters Score -3780398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3780400.250000 Penalty: 5052.514648
	Iteration 52Q: 3 clusters Score -3780400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3780405.250000 Penalty: 5052.514648
	Iteration 53Q: 3 clusters Score -3780405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3780398.000000 Penalty: 5052.514648
	Iteration 54Q: 3 clusters Score -3780398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3780405.000000 Penalty: 5052.514648
	Iteration 55Q: 3 clusters Score -3780405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3780404.250000 Penalty: 5052.514648
	Iteration 56Q: 3 clusters Score -3780404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3780406.250000 Penalty: 5052.514648
	Iteration 57Q: 3 clusters Score -3780406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3780412.000000 Penalty: 5052.514648
	Iteration 58Q: 3 clusters Score -3780412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3780415.500000 Penalty: 5052.514648
	Iteration 59Q: 3 clusters Score -3780416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3780423.000000 Penalty: 5052.514648
	Iteration 60F: 3 clusters Score -3780423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3780419.000000 Penalty: 5052.514648
	Iteration 61Q: 3 clusters Score -3780419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3780413.000000 Penalty: 5052.514648
	Iteration 62Q: 3 clusters Score -3780413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3780422.750000 Penalty: 5052.514648
	Iteration 63Q: 3 clusters Score -3780423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3780423.750000 Penalty: 5052.514648
	Iteration 64Q: 3 clusters Score -3780424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3780419.500000 Penalty: 5052.514648
	Iteration 65Q: 3 clusters Score -3780420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3780422.750000 Penalty: 5052.514648
	Iteration 66Q: 3 clusters Score -3780423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3780427.000000 Penalty: 5052.514648
	Iteration 67Q: 3 clusters Score -3780427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3780431.750000 Penalty: 5052.514648
	Iteration 68Q: 3 clusters Score -3780432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3780437.750000 Penalty: 5052.514648
	Iteration 69Q: 3 clusters Score -3780438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3780447.500000 Penalty: 5052.514648
	Iteration 70Q: 3 clusters Score -3780448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3780452.000000 Penalty: 5052.514648
	Iteration 71Q: 3 clusters Score -3780452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -3780458.500000 Penalty: 5052.514648
	Iteration 72Q: 3 clusters Score -3780458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3780473.250000 Penalty: 5052.514648
	Iteration 73Q: 3 clusters Score -3780473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3780473.750000 Penalty: 5052.514648
	Iteration 74Q: 3 clusters Score -3780474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3780477.750000 Penalty: 5052.514648
	Iteration 75Q: 3 clusters Score -3780478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3780480.250000 Penalty: 5052.514648
	Iteration 76Q: 3 clusters Score -3780480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3780485.000000 Penalty: 5052.514648
	Iteration 77Q: 3 clusters Score -3780485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3780483.750000 Penalty: 5052.514648
	Iteration 78Q: 3 clusters Score -3780484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3780487.750000 Penalty: 5052.514648
	Iteration 79Q: 3 clusters Score -3780488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3780483.500000 Penalty: 5052.514648
	Iteration 80F: 3 clusters Score -3780484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3780481.250000 Penalty: 5052.514648
	Iteration 81Q: 3 clusters Score -3780481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3780485.500000 Penalty: 5052.514648
	Iteration 82Q: 3 clusters Score -3780486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3780488.000000 Penalty: 5052.514648
	Iteration 83Q: 3 clusters Score -3780488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3780482.750000 Penalty: 5052.514648
	Iteration 84Q: 3 clusters Score -3780483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3780488.750000 Penalty: 5052.514648
	Iteration 85Q: 3 clusters Score -3780489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3780490.000000 Penalty: 5052.514648
	Iteration 86Q: 3 clusters Score -3780490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3780496.250000 Penalty: 5052.514648
	Iteration 87Q: 3 clusters Score -3780496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3780494.250000 Penalty: 5052.514648
	Iteration 88Q: 3 clusters Score -3780494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3780493.250000 Penalty: 5052.514648
	Iteration 89Q: 3 clusters Score -3780493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3780491.500000 Penalty: 5052.514648
	Iteration 90Q: 3 clusters Score -3780492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3780497.500000 Penalty: 5052.514648
	Iteration 91Q: 3 clusters Score -3780498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3780494.750000 Penalty: 5052.514648
	Iteration 92Q: 3 clusters Score -3780495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3780490.750000 Penalty: 5052.514648
	Iteration 93Q: 3 clusters Score -3780491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3780491.750000 Penalty: 5052.514648
	Iteration 94Q: 3 clusters Score -3780492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3780492.000000 Penalty: 5052.514648
	Iteration 95Q: 3 clusters Score -3780492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3780490.750000 Penalty: 5052.514648
	Iteration 96Q: 3 clusters Score -3780491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3780488.500000 Penalty: 5052.514648
	Iteration 97Q: 3 clusters Score -3780488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3780489.250000 Penalty: 5052.514648
	Iteration 98Q: 3 clusters Score -3780489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3780492.250000 Penalty: 5052.514648
	Iteration 99Q: 3 clusters Score -3780492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3780498.000000 Penalty: 5052.514648
	Iteration 100F: 3 clusters Score -3780498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3780499.250000 Penalty: 5052.514648
	Iteration 101Q: 3 clusters Score -3780499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3780503.000000 Penalty: 5052.514648
	Iteration 102Q: 3 clusters Score -3780503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3780503.000000 Penalty: 5052.514648
	Iteration 103Q: 3 clusters Score -3780503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3780509.750000 Penalty: 5052.514648
	Iteration 104Q: 3 clusters Score -3780510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3780509.250000 Penalty: 5052.514648
	Iteration 105Q: 3 clusters Score -3780509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3780510.000000 Penalty: 5052.514648
	Iteration 106Q: 3 clusters Score -3780510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3780511.750000 Penalty: 5052.514648
	Iteration 107Q: 3 clusters Score -3780512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3780510.750000 Penalty: 5052.514648
	Iteration 108Q: 3 clusters Score -3780511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3780509.250000 Penalty: 5052.514648
	Iteration 109Q: 3 clusters Score -3780509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3780516.500000 Penalty: 5052.514648
	Iteration 110Q: 3 clusters Score -3780516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3780514.750000 Penalty: 5052.514648
	Iteration 111Q: 3 clusters Score -3780515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3780511.750000 Penalty: 5052.514648
	Iteration 112Q: 3 clusters Score -3780512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3780520.000000 Penalty: 5052.514648
	Iteration 113Q: 3 clusters Score -3780520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3780524.250000 Penalty: 5052.514648
	Iteration 114Q: 3 clusters Score -3780524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3780522.250000 Penalty: 5052.514648
	Iteration 115Q: 3 clusters Score -3780522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3780528.000000 Penalty: 5052.514648
	Iteration 116Q: 3 clusters Score -3780528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3780532.750000 Penalty: 5052.514648
	Iteration 117Q: 3 clusters Score -3780533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3780534.250000 Penalty: 5052.514648
	Iteration 118Q: 3 clusters Score -3780534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3780537.000000 Penalty: 5052.514648
	Iteration 119Q: 3 clusters Score -3780537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3780537.500000 Penalty: 5052.514648
	Iteration 120F: 3 clusters Score -3780538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3780537.000000 Penalty: 5052.514648
	Iteration 121Q: 3 clusters Score -3780537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3780537.000000 Penalty: 5052.514648
	Iteration 122F: 3 clusters Score -3780537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -387197.531250 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -387197.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -384042.187500 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -384042.2 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -384661.500000 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -384661.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -384854.937500 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -384854.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -385019.843750 Penalty: 3947.974121
	Iteration 3F: 3 clusters Score -385019.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -385154.343750 Penalty: 3947.974121
	Iteration 4Q: 3 clusters Score -385154.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -385271.312500 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -385271.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -385340.593750 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -385340.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -385383.156250 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -385383.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -385409.625000 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -385409.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -385434.718750 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -385434.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -385457.781250 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -385457.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -385477.093750 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -385477.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -385488.156250 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -385488.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -385497.406250 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -385497.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -385508.093750 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -385508.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -385519.218750 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -385519.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -385525.593750 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -385525.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -385535.125000 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -385535.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -385543.156250 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -385543.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -385549.375000 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -385549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -385557.468750 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -385557.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -385560.968750 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -385561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -385562.750000 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -385562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -385566.000000 Penalty: 3947.974121
	Iteration 23Q: 3 clusters Score -385566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -385569.406250 Penalty: 3947.974121
	Iteration 24Q: 3 clusters Score -385569.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -385574.750000 Penalty: 3947.974121
	Iteration 25Q: 3 clusters Score -385574.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -385578.281250 Penalty: 3947.974121
	Iteration 26Q: 3 clusters Score -385578.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -385581.062500 Penalty: 3947.974121
	Iteration 27Q: 3 clusters Score -385581.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -385584.968750 Penalty: 3947.974121
	Iteration 28Q: 3 clusters Score -385585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -385585.531250 Penalty: 3947.974121
	Iteration 29Q: 3 clusters Score -385585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -385586.968750 Penalty: 3947.974121
	Iteration 30Q: 3 clusters Score -385587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -385587.812500 Penalty: 3947.974121
	Iteration 31Q: 3 clusters Score -385587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -385588.781250 Penalty: 3947.974121
	Iteration 32Q: 3 clusters Score -385588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -385590.250000 Penalty: 3947.974121
	Iteration 33Q: 3 clusters Score -385590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -385591.187500 Penalty: 3947.974121
	Iteration 34Q: 3 clusters Score -385591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -385591.187500 Penalty: 3947.974121
	Iteration 35F: 3 clusters Score -385591.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Entering Unmasked Estep 
Score: -6058139.500000 Penalty: 2642.258057
	Iteration 0F: 2 clusters Score -6058140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -6029640.500000 Penalty: 5284.516113
	Iteration 0F: 3 clusters Score -6029640 nChanged 19371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -6040245.000000 Penalty: 5284.516113
	Iteration 1F: 3 clusters Score -6040245 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -6040664.000000 Penalty: 5284.516113
	Iteration 2Q: 3 clusters Score -6040664 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -6040976.500000 Penalty: 5284.516113
	Iteration 3Q: 3 clusters Score -6040976 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -6041271.000000 Penalty: 5284.516113
	Iteration 4Q: 3 clusters Score -6041271 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -6041531.500000 Penalty: 5284.516113
	Iteration 5Q: 3 clusters Score -6041532 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -6041844.000000 Penalty: 5284.516113
	Iteration 6Q: 3 clusters Score -6041844 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -6042194.500000 Penalty: 5284.516113
	Iteration 7Q: 3 clusters Score -6042194 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -6042602.500000 Penalty: 5284.516113
	Iteration 8Q: 3 clusters Score -6042602 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -6043189.000000 Penalty: 5284.516113
	Iteration 9Q: 3 clusters Score -6043189 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -6044025.500000 Penalty: 5284.516113
	Iteration 10Q: 3 clusters Score -6044026 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -6045063.000000 Penalty: 5284.516113
	Iteration 11Q: 3 clusters Score -6045063 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -6046510.000000 Penalty: 5284.516113
	Iteration 12F: 3 clusters Score -6046510 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -6048315.000000 Penalty: 5284.516113
	Iteration 13F: 3 clusters Score -6048315 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -6050229.500000 Penalty: 5284.516113
	Iteration 14F: 3 clusters Score -6050230 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -6051793.500000 Penalty: 5284.516113
	Iteration 15Q: 3 clusters Score -6051794 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -6053056.000000 Penalty: 5284.516113
	Iteration 16Q: 3 clusters Score -6053056 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -6053881.000000 Penalty: 5284.516113
	Iteration 17Q: 3 clusters Score -6053881 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -6054449.000000 Penalty: 5284.516113
	Iteration 18Q: 3 clusters Score -6054449 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -6054892.500000 Penalty: 5284.516113
	Iteration 19Q: 3 clusters Score -6054892 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -6055211.500000 Penalty: 5284.516113
	Iteration 20F: 3 clusters Score -6055212 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -6055390.000000 Penalty: 5284.516113
	Iteration 21Q: 3 clusters Score -6055390 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -6055513.000000 Penalty: 5284.516113
	Iteration 22Q: 3 clusters Score -6055513 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -6055622.500000 Penalty: 5284.516113
	Iteration 23Q: 3 clusters Score -6055622 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -6055682.000000 Penalty: 5284.516113
	Iteration 24Q: 3 clusters Score -6055682 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -6055710.000000 Penalty: 5284.516113
	Iteration 25Q: 3 clusters Score -6055710 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -6055748.000000 Penalty: 5284.516113
	Iteration 26Q: 3 clusters Score -6055748 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -6055786.000000 Penalty: 5284.516113
	Iteration 27Q: 3 clusters Score -6055786 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -6055820.500000 Penalty: 5284.516113
	Iteration 28Q: 3 clusters Score -6055820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -6055838.000000 Penalty: 5284.516113
	Iteration 29Q: 3 clusters Score -6055838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -6055865.000000 Penalty: 5284.516113
	Iteration 30Q: 3 clusters Score -6055865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -6055874.000000 Penalty: 5284.516113
	Iteration 31Q: 3 clusters Score -6055874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -6055882.000000 Penalty: 5284.516113
	Iteration 32Q: 3 clusters Score -6055882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -6055883.000000 Penalty: 5284.516113
	Iteration 33Q: 3 clusters Score -6055883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -6055896.000000 Penalty: 5284.516113
	Iteration 34Q: 3 clusters Score -6055896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -6055894.000000 Penalty: 5284.516113
	Iteration 35Q: 3 clusters Score -6055894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -6055899.500000 Penalty: 5284.516113
	Iteration 36Q: 3 clusters Score -6055900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -6055901.000000 Penalty: 5284.516113
	Iteration 37Q: 3 clusters Score -6055901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -6055918.000000 Penalty: 5284.516113
	Iteration 38Q: 3 clusters Score -6055918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -6055916.000000 Penalty: 5284.516113
	Iteration 39Q: 3 clusters Score -6055916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -6055920.500000 Penalty: 5284.516113
	Iteration 40F: 3 clusters Score -6055920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -6055913.000000 Penalty: 5284.516113
	Iteration 41Q: 3 clusters Score -6055913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -6055915.000000 Penalty: 5284.516113
	Iteration 42Q: 3 clusters Score -6055915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -6055920.500000 Penalty: 5284.516113
	Iteration 43Q: 3 clusters Score -6055920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -6055922.500000 Penalty: 5284.516113
	Iteration 44Q: 3 clusters Score -6055922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -6055920.500000 Penalty: 5284.516113
	Iteration 45Q: 3 clusters Score -6055920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -6055920.500000 Penalty: 5284.516113
	Iteration 46Q: 3 clusters Score -6055920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -6055924.500000 Penalty: 5284.516113
	Iteration 47Q: 3 clusters Score -6055924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -6055926.500000 Penalty: 5284.516113
	Iteration 48Q: 3 clusters Score -6055926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -6055926.000000 Penalty: 5284.516113
	Iteration 49Q: 3 clusters Score -6055926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -6055923.000000 Penalty: 5284.516113
	Iteration 50Q: 3 clusters Score -6055923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -6055921.500000 Penalty: 5284.516113
	Iteration 51Q: 3 clusters Score -6055922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -6055927.500000 Penalty: 5284.516113
	Iteration 52Q: 3 clusters Score -6055928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -6055928.000000 Penalty: 5284.516113
	Iteration 53Q: 3 clusters Score -6055928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -6055929.500000 Penalty: 5284.516113
	Iteration 54Q: 3 clusters Score -6055930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -6055928.000000 Penalty: 5284.516113
	Iteration 55Q: 3 clusters Score -6055928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -6055926.000000 Penalty: 5284.516113
	Iteration 56Q: 3 clusters Score -6055926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -6055932.000000 Penalty: 5284.516113
	Iteration 57Q: 3 clusters Score -6055932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -6055933.000000 Penalty: 5284.516113
	Iteration 58Q: 3 clusters Score -6055933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -6055934.000000 Penalty: 5284.516113
	Iteration 59Q: 3 clusters Score -6055934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -6055933.000000 Penalty: 5284.516113
	Iteration 60F: 3 clusters Score -6055933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -6055933.000000 Penalty: 5284.516113
	Iteration 61Q: 3 clusters Score -6055933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -6055931.000000 Penalty: 5284.516113
	Iteration 62Q: 3 clusters Score -6055931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -6055931.000000 Penalty: 5284.516113
	Iteration 63F: 3 clusters Score -6055931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -47267.968750 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -47267.97 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 184 members 
Entering Unmasked Estep 
Score: -45878.828125 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -45878.83 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46056.687500 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -46056.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46134.890625 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -46134.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46172.117188 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -46172.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46202.382812 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -46202.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46236.234375 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -46236.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46260.339844 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -46260.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46287.542969 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -46287.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46298.257812 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -46298.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46306.890625 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -46306.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46347.222656 Penalty: 2935.771240
	Iteration 10Q: 3 clusters Score -46347.22 nChanged 2
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: -46371.792969 Penalty: 2935.771240
	Iteration 11Q: 3 clusters Score -46371.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46379.171875 Penalty: 2935.771240
	Iteration 12Q: 3 clusters Score -46379.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46382.285156 Penalty: 2935.771240
	Iteration 13Q: 3 clusters Score -46382.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46384.640625 Penalty: 2935.771240
	Iteration 14Q: 3 clusters Score -46384.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46387.984375 Penalty: 2935.771240
	Iteration 15Q: 3 clusters Score -46387.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46390.699219 Penalty: 2935.771240
	Iteration 16Q: 3 clusters Score -46390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46393.484375 Penalty: 2935.771240
	Iteration 17Q: 3 clusters Score -46393.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46393.484375 Penalty: 2935.771240
	Iteration 18F: 3 clusters Score -46393.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Entering Unmasked Estep 
Score: -1869970.125000 Penalty: 2350.277832
	Iteration 0F: 2 clusters Score -1869970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1860349.750000 Penalty: 4700.555664
	Iteration 0F: 3 clusters Score -1860350 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1863310.375000 Penalty: 4700.555664
	Iteration 1F: 3 clusters Score -1863310 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1863629.250000 Penalty: 4700.555664
	Iteration 2F: 3 clusters Score -1863629 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1863807.250000 Penalty: 4700.555664
	Iteration 3Q: 3 clusters Score -1863807 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1863963.750000 Penalty: 4700.555664
	Iteration 4Q: 3 clusters Score -1863964 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1864088.125000 Penalty: 4700.555664
	Iteration 5Q: 3 clusters Score -1864088 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1864201.750000 Penalty: 4700.555664
	Iteration 6Q: 3 clusters Score -1864202 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1864307.375000 Penalty: 4700.555664
	Iteration 7Q: 3 clusters Score -1864307 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1864399.375000 Penalty: 4700.555664
	Iteration 8Q: 3 clusters Score -1864399 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1864487.125000 Penalty: 4700.555664
	Iteration 9Q: 3 clusters Score -1864487 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1864581.125000 Penalty: 4700.555664
	Iteration 10Q: 3 clusters Score -1864581 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1864697.875000 Penalty: 4700.555664
	Iteration 11Q: 3 clusters Score -1864698 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1864834.500000 Penalty: 4700.555664
	Iteration 12Q: 3 clusters Score -1864834 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1865005.625000 Penalty: 4700.555664
	Iteration 13Q: 3 clusters Score -1865006 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1865224.875000 Penalty: 4700.555664
	Iteration 14Q: 3 clusters Score -1865225 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1865490.500000 Penalty: 4700.555664
	Iteration 15Q: 3 clusters Score -1865490 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1865817.625000 Penalty: 4700.555664
	Iteration 16Q: 3 clusters Score -1865818 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1866182.125000 Penalty: 4700.555664
	Iteration 17Q: 3 clusters Score -1866182 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1866525.375000 Penalty: 4700.555664
	Iteration 18Q: 3 clusters Score -1866525 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1866886.750000 Penalty: 4700.555664
	Iteration 19Q: 3 clusters Score -1866887 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1867179.875000 Penalty: 4700.555664
	Iteration 20F: 3 clusters Score -1867180 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1867383.250000 Penalty: 4700.555664
	Iteration 21Q: 3 clusters Score -1867383 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1867541.500000 Penalty: 4700.555664
	Iteration 22Q: 3 clusters Score -1867542 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1867651.625000 Penalty: 4700.555664
	Iteration 23Q: 3 clusters Score -1867652 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1867726.125000 Penalty: 4700.555664
	Iteration 24Q: 3 clusters Score -1867726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1867774.125000 Penalty: 4700.555664
	Iteration 25Q: 3 clusters Score -1867774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1867818.500000 Penalty: 4700.555664
	Iteration 26Q: 3 clusters Score -1867818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1867863.625000 Penalty: 4700.555664
	Iteration 27Q: 3 clusters Score -1867864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1867894.375000 Penalty: 4700.555664
	Iteration 28Q: 3 clusters Score -1867894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1867916.250000 Penalty: 4700.555664
	Iteration 29Q: 3 clusters Score -1867916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1867923.375000 Penalty: 4700.555664
	Iteration 30Q: 3 clusters Score -1867923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1867928.625000 Penalty: 4700.555664
	Iteration 31Q: 3 clusters Score -1867929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1867929.250000 Penalty: 4700.555664
	Iteration 32Q: 3 clusters Score -1867929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1867929.625000 Penalty: 4700.555664
	Iteration 33Q: 3 clusters Score -1867930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1867931.500000 Penalty: 4700.555664
	Iteration 34Q: 3 clusters Score -1867932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1867934.625000 Penalty: 4700.555664
	Iteration 35Q: 3 clusters Score -1867935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1867937.375000 Penalty: 4700.555664
	Iteration 36Q: 3 clusters Score -1867937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1867938.500000 Penalty: 4700.555664
	Iteration 37Q: 3 clusters Score -1867938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1867939.875000 Penalty: 4700.555664
	Iteration 38Q: 3 clusters Score -1867940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1867941.000000 Penalty: 4700.555664
	Iteration 39Q: 3 clusters Score -1867941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1867941.625000 Penalty: 4700.555664
	Iteration 40F: 3 clusters Score -1867942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1867944.625000 Penalty: 4700.555664
	Iteration 41Q: 3 clusters Score -1867945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1867945.000000 Penalty: 4700.555664
	Iteration 42Q: 3 clusters Score -1867945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1867945.000000 Penalty: 4700.555664
	Iteration 43F: 3 clusters Score -1867945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (103444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103444 members 
Entering Unmasked Estep 
Score: -14754808.000000 Penalty: 2863.602783
	Iteration 0F: 2 clusters Score -1.475481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -14687364.000000 Penalty: 5727.205566
	Iteration 0F: 3 clusters Score -1.468736e+07 nChanged 48888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -14715886.000000 Penalty: 5727.205566
	Iteration 1F: 3 clusters Score -1.471589e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -14717182.000000 Penalty: 5727.205566
	Iteration 2Q: 3 clusters Score -1.471718e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -14719007.000000 Penalty: 5727.205566
	Iteration 3Q: 3 clusters Score -1.471901e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -14721955.000000 Penalty: 5727.205566
	Iteration 4F: 3 clusters Score -1.472196e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -14726278.000000 Penalty: 5727.205566
	Iteration 5F: 3 clusters Score -1.472628e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -14732493.000000 Penalty: 5727.205566
	Iteration 6F: 3 clusters Score -1.473249e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -14740253.000000 Penalty: 5727.205566
	Iteration 7F: 3 clusters Score -1.474025e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -14746310.000000 Penalty: 5727.205566
	Iteration 8F: 3 clusters Score -1.474631e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -14749001.000000 Penalty: 5727.205566
	Iteration 9Q: 3 clusters Score -1.4749e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -14750240.000000 Penalty: 5727.205566
	Iteration 10Q: 3 clusters Score -1.475024e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -14750953.000000 Penalty: 5727.205566
	Iteration 11Q: 3 clusters Score -1.475095e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -14751541.000000 Penalty: 5727.205566
	Iteration 12Q: 3 clusters Score -1.475154e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -14751939.000000 Penalty: 5727.205566
	Iteration 13Q: 3 clusters Score -1.475194e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79246 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -14752201.000000 Penalty: 5727.205566
	Iteration 14Q: 3 clusters Score -1.47522e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80159 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -14752300.000000 Penalty: 5727.205566
	Iteration 15Q: 3 clusters Score -1.47523e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80986 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -14752397.000000 Penalty: 5727.205566
	Iteration 16Q: 3 clusters Score -1.47524e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -14752526.000000 Penalty: 5727.205566
	Iteration 17Q: 3 clusters Score -1.475253e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -14752548.000000 Penalty: 5727.205566
	Iteration 18Q: 3 clusters Score -1.475255e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -14752619.000000 Penalty: 5727.205566
	Iteration 19Q: 3 clusters Score -1.475262e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -14752650.000000 Penalty: 5727.205566
	Iteration 20F: 3 clusters Score -1.475265e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -14752717.000000 Penalty: 5727.205566
	Iteration 21Q: 3 clusters Score -1.475272e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -14752781.000000 Penalty: 5727.205566
	Iteration 22Q: 3 clusters Score -1.475278e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -14752768.000000 Penalty: 5727.205566
	Iteration 23Q: 3 clusters Score -1.475277e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -14752893.000000 Penalty: 5727.205566
	Iteration 24Q: 3 clusters Score -1.475289e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -14752980.000000 Penalty: 5727.205566
	Iteration 25Q: 3 clusters Score -1.475298e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -14752993.000000 Penalty: 5727.205566
	Iteration 26Q: 3 clusters Score -1.475299e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -14753076.000000 Penalty: 5727.205566
	Iteration 27Q: 3 clusters Score -1.475308e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -14753149.000000 Penalty: 5727.205566
	Iteration 28Q: 3 clusters Score -1.475315e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -14753212.000000 Penalty: 5727.205566
	Iteration 29Q: 3 clusters Score -1.475321e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -14753317.000000 Penalty: 5727.205566
	Iteration 30Q: 3 clusters Score -1.475332e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -14753321.000000 Penalty: 5727.205566
	Iteration 31Q: 3 clusters Score -1.475332e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91872 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -14753380.000000 Penalty: 5727.205566
	Iteration 32Q: 3 clusters Score -1.475338e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -14753414.000000 Penalty: 5727.205566
	Iteration 33Q: 3 clusters Score -1.475341e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -14753424.000000 Penalty: 5727.205566
	Iteration 34Q: 3 clusters Score -1.475342e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -14753470.000000 Penalty: 5727.205566
	Iteration 35Q: 3 clusters Score -1.475347e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93742 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -14753492.000000 Penalty: 5727.205566
	Iteration 36Q: 3 clusters Score -1.475349e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -14753462.000000 Penalty: 5727.205566
	Iteration 37Q: 3 clusters Score -1.475346e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94582 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -14753472.000000 Penalty: 5727.205566
	Iteration 38Q: 3 clusters Score -1.475347e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94970 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -14753513.000000 Penalty: 5727.205566
	Iteration 39Q: 3 clusters Score -1.475351e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -14753511.000000 Penalty: 5727.205566
	Iteration 40F: 3 clusters Score -1.475351e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -14753559.000000 Penalty: 5727.205566
	Iteration 41Q: 3 clusters Score -1.475356e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95960 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -14753623.000000 Penalty: 5727.205566
	Iteration 42Q: 3 clusters Score -1.475362e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96244 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -14753623.000000 Penalty: 5727.205566
	Iteration 43Q: 3 clusters Score -1.475362e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96494 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -14753607.000000 Penalty: 5727.205566
	Iteration 44Q: 3 clusters Score -1.475361e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96714 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -14753625.000000 Penalty: 5727.205566
	Iteration 45Q: 3 clusters Score -1.475362e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96911 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -14753601.000000 Penalty: 5727.205566
	Iteration 46Q: 3 clusters Score -1.47536e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -14753628.000000 Penalty: 5727.205566
	Iteration 47Q: 3 clusters Score -1.475363e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -14753629.000000 Penalty: 5727.205566
	Iteration 48Q: 3 clusters Score -1.475363e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -14753659.000000 Penalty: 5727.205566
	Iteration 49Q: 3 clusters Score -1.475366e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97641 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -14753634.000000 Penalty: 5727.205566
	Iteration 50Q: 3 clusters Score -1.475363e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97808 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -14753625.000000 Penalty: 5727.205566
	Iteration 51Q: 3 clusters Score -1.475362e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -14753619.000000 Penalty: 5727.205566
	Iteration 52Q: 3 clusters Score -1.475362e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -14753594.000000 Penalty: 5727.205566
	Iteration 53Q: 3 clusters Score -1.475359e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -14753580.000000 Penalty: 5727.205566
	Iteration 54Q: 3 clusters Score -1.475358e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -14753580.000000 Penalty: 5727.205566
	Iteration 55Q: 3 clusters Score -1.475358e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -14753565.000000 Penalty: 5727.205566
	Iteration 56Q: 3 clusters Score -1.475356e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98499 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -14753582.000000 Penalty: 5727.205566
	Iteration 57Q: 3 clusters Score -1.475358e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -14753598.000000 Penalty: 5727.205566
	Iteration 58Q: 3 clusters Score -1.47536e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -14753561.000000 Penalty: 5727.205566
	Iteration 59Q: 3 clusters Score -1.475356e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -14753519.000000 Penalty: 5727.205566
	Iteration 60F: 3 clusters Score -1.475352e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -14753540.000000 Penalty: 5727.205566
	Iteration 61Q: 3 clusters Score -1.475354e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -14753544.000000 Penalty: 5727.205566
	Iteration 62Q: 3 clusters Score -1.475354e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99014 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -14753565.000000 Penalty: 5727.205566
	Iteration 63Q: 3 clusters Score -1.475356e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -14753574.000000 Penalty: 5727.205566
	Iteration 64Q: 3 clusters Score -1.475357e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -14753575.000000 Penalty: 5727.205566
	Iteration 65Q: 3 clusters Score -1.475358e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -14753580.000000 Penalty: 5727.205566
	Iteration 66Q: 3 clusters Score -1.475358e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -14753550.000000 Penalty: 5727.205566
	Iteration 67Q: 3 clusters Score -1.475355e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99347 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -14753561.000000 Penalty: 5727.205566
	Iteration 68Q: 3 clusters Score -1.475356e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -14753563.000000 Penalty: 5727.205566
	Iteration 69Q: 3 clusters Score -1.475356e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99437 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -14753548.000000 Penalty: 5727.205566
	Iteration 70Q: 3 clusters Score -1.475355e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -14753549.000000 Penalty: 5727.205566
	Iteration 71Q: 3 clusters Score -1.475355e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -14753547.000000 Penalty: 5727.205566
	Iteration 72Q: 3 clusters Score -1.475355e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99546 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -14753534.000000 Penalty: 5727.205566
	Iteration 73Q: 3 clusters Score -1.475353e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -14753527.000000 Penalty: 5727.205566
	Iteration 74Q: 3 clusters Score -1.475353e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99606 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -14753522.000000 Penalty: 5727.205566
	Iteration 75Q: 3 clusters Score -1.475352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -14753533.000000 Penalty: 5727.205566
	Iteration 76Q: 3 clusters Score -1.475353e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99674 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -14753554.000000 Penalty: 5727.205566
	Iteration 77Q: 3 clusters Score -1.475355e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99716 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -14753543.000000 Penalty: 5727.205566
	Iteration 78Q: 3 clusters Score -1.475354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99750 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -14753533.000000 Penalty: 5727.205566
	Iteration 79Q: 3 clusters Score -1.475353e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -14753522.000000 Penalty: 5727.205566
	Iteration 80F: 3 clusters Score -1.475352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -14753520.000000 Penalty: 5727.205566
	Iteration 81Q: 3 clusters Score -1.475352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99838 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -14753515.000000 Penalty: 5727.205566
	Iteration 82Q: 3 clusters Score -1.475352e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99871 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -14753509.000000 Penalty: 5727.205566
	Iteration 83Q: 3 clusters Score -1.475351e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99911 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -14753496.000000 Penalty: 5727.205566
	Iteration 84Q: 3 clusters Score -1.47535e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -14753502.000000 Penalty: 5727.205566
	Iteration 85Q: 3 clusters Score -1.47535e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -14753521.000000 Penalty: 5727.205566
	Iteration 86Q: 3 clusters Score -1.475352e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100033 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -14753519.000000 Penalty: 5727.205566
	Iteration 87Q: 3 clusters Score -1.475352e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100079 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -14753496.000000 Penalty: 5727.205566
	Iteration 88Q: 3 clusters Score -1.47535e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100122 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -14753508.000000 Penalty: 5727.205566
	Iteration 89Q: 3 clusters Score -1.475351e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100169 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -14753495.000000 Penalty: 5727.205566
	Iteration 90Q: 3 clusters Score -1.47535e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -14753490.000000 Penalty: 5727.205566
	Iteration 91Q: 3 clusters Score -1.475349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100234 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -14753493.000000 Penalty: 5727.205566
	Iteration 92Q: 3 clusters Score -1.475349e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100262 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -14753495.000000 Penalty: 5727.205566
	Iteration 93Q: 3 clusters Score -1.47535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100286 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -14753465.000000 Penalty: 5727.205566
	Iteration 94Q: 3 clusters Score -1.475346e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100310 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -14753473.000000 Penalty: 5727.205566
	Iteration 95Q: 3 clusters Score -1.475347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -14753478.000000 Penalty: 5727.205566
	Iteration 96Q: 3 clusters Score -1.475348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -14753469.000000 Penalty: 5727.205566
	Iteration 97Q: 3 clusters Score -1.475347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -14753475.000000 Penalty: 5727.205566
	Iteration 98Q: 3 clusters Score -1.475348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100390 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -14753463.000000 Penalty: 5727.205566
	Iteration 99Q: 3 clusters Score -1.475346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -14753471.000000 Penalty: 5727.205566
	Iteration 100F: 3 clusters Score -1.475347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100418 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -14753481.000000 Penalty: 5727.205566
	Iteration 101Q: 3 clusters Score -1.475348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100428 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -14753489.000000 Penalty: 5727.205566
	Iteration 102Q: 3 clusters Score -1.475349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -14753470.000000 Penalty: 5727.205566
	Iteration 103Q: 3 clusters Score -1.475347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -14753462.000000 Penalty: 5727.205566
	Iteration 104Q: 3 clusters Score -1.475346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -14753460.000000 Penalty: 5727.205566
	Iteration 105Q: 3 clusters Score -1.475346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100473 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -14753455.000000 Penalty: 5727.205566
	Iteration 106Q: 3 clusters Score -1.475346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -14753456.000000 Penalty: 5727.205566
	Iteration 107Q: 3 clusters Score -1.475346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100480 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -14753454.000000 Penalty: 5727.205566
	Iteration 108Q: 3 clusters Score -1.475345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100480 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -14753454.000000 Penalty: 5727.205566
	Iteration 109F: 3 clusters Score -1.475345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Entering Unmasked Estep 
Score: -4708725.000000 Penalty: 2579.715576
	Iteration 0F: 2 clusters Score -4708725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -4686241.000000 Penalty: 5159.431152
	Iteration 0F: 3 clusters Score -4686241 nChanged 14848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -4694319.500000 Penalty: 5159.431152
	Iteration 1F: 3 clusters Score -4694320 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4694798.500000 Penalty: 5159.431152
	Iteration 2Q: 3 clusters Score -4694798 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -4695215.500000 Penalty: 5159.431152
	Iteration 3Q: 3 clusters Score -4695216 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -4695608.500000 Penalty: 5159.431152
	Iteration 4Q: 3 clusters Score -4695608 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -4696138.500000 Penalty: 5159.431152
	Iteration 5Q: 3 clusters Score -4696138 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4696904.000000 Penalty: 5159.431152
	Iteration 6Q: 3 clusters Score -4696904 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -4698196.000000 Penalty: 5159.431152
	Iteration 7F: 3 clusters Score -4698196 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -4700125.500000 Penalty: 5159.431152
	Iteration 8F: 3 clusters Score -4700126 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4702435.000000 Penalty: 5159.431152
	Iteration 9F: 3 clusters Score -4702435 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4704458.500000 Penalty: 5159.431152
	Iteration 10F: 3 clusters Score -4704458 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4705621.500000 Penalty: 5159.431152
	Iteration 11Q: 3 clusters Score -4705622 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4706092.500000 Penalty: 5159.431152
	Iteration 12Q: 3 clusters Score -4706092 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4706256.500000 Penalty: 5159.431152
	Iteration 13Q: 3 clusters Score -4706256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4706340.000000 Penalty: 5159.431152
	Iteration 14Q: 3 clusters Score -4706340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4706395.000000 Penalty: 5159.431152
	Iteration 15Q: 3 clusters Score -4706395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4706410.000000 Penalty: 5159.431152
	Iteration 16Q: 3 clusters Score -4706410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4706418.500000 Penalty: 5159.431152
	Iteration 17Q: 3 clusters Score -4706418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4706426.000000 Penalty: 5159.431152
	Iteration 18Q: 3 clusters Score -4706426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4706437.500000 Penalty: 5159.431152
	Iteration 19Q: 3 clusters Score -4706438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4706440.000000 Penalty: 5159.431152
	Iteration 20F: 3 clusters Score -4706440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4706445.000000 Penalty: 5159.431152
	Iteration 21Q: 3 clusters Score -4706445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4706446.500000 Penalty: 5159.431152
	Iteration 22Q: 3 clusters Score -4706446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4706450.000000 Penalty: 5159.431152
	Iteration 23Q: 3 clusters Score -4706450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4706454.500000 Penalty: 5159.431152
	Iteration 24Q: 3 clusters Score -4706454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4706464.500000 Penalty: 5159.431152
	Iteration 25Q: 3 clusters Score -4706464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4706468.500000 Penalty: 5159.431152
	Iteration 26Q: 3 clusters Score -4706468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4706472.000000 Penalty: 5159.431152
	Iteration 27Q: 3 clusters Score -4706472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4706474.500000 Penalty: 5159.431152
	Iteration 28Q: 3 clusters Score -4706474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4706474.500000 Penalty: 5159.431152
	Iteration 29F: 3 clusters Score -4706474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Entering Unmasked Estep 
Score: -5837368.000000 Penalty: 2642.211182
	Iteration 0F: 2 clusters Score -5837368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -5808647.000000 Penalty: 5284.422363
	Iteration 0F: 3 clusters Score -5808647 nChanged 19255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5819270.000000 Penalty: 5284.422363
	Iteration 1F: 3 clusters Score -5819270 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -5819696.500000 Penalty: 5284.422363
	Iteration 2Q: 3 clusters Score -5819696 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -5820168.000000 Penalty: 5284.422363
	Iteration 3Q: 3 clusters Score -5820168 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -5820515.000000 Penalty: 5284.422363
	Iteration 4Q: 3 clusters Score -5820515 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -5820949.500000 Penalty: 5284.422363
	Iteration 5Q: 3 clusters Score -5820950 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -5821422.500000 Penalty: 5284.422363
	Iteration 6Q: 3 clusters Score -5821422 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -5821986.000000 Penalty: 5284.422363
	Iteration 7Q: 3 clusters Score -5821986 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -5822648.500000 Penalty: 5284.422363
	Iteration 8Q: 3 clusters Score -5822648 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -5823465.500000 Penalty: 5284.422363
	Iteration 9Q: 3 clusters Score -5823466 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -5824194.000000 Penalty: 5284.422363
	Iteration 10Q: 3 clusters Score -5824194 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -5824914.500000 Penalty: 5284.422363
	Iteration 11Q: 3 clusters Score -5824914 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -5825603.000000 Penalty: 5284.422363
	Iteration 12Q: 3 clusters Score -5825603 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -5826208.000000 Penalty: 5284.422363
	Iteration 13Q: 3 clusters Score -5826208 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -5826817.500000 Penalty: 5284.422363
	Iteration 14Q: 3 clusters Score -5826818 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -5827684.000000 Penalty: 5284.422363
	Iteration 15Q: 3 clusters Score -5827684 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -5828905.500000 Penalty: 5284.422363
	Iteration 16Q: 3 clusters Score -5828906 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -5830834.000000 Penalty: 5284.422363
	Iteration 17Q: 3 clusters Score -5830834 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -5832775.000000 Penalty: 5284.422363
	Iteration 18Q: 3 clusters Score -5832775 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -5833674.000000 Penalty: 5284.422363
	Iteration 19Q: 3 clusters Score -5833674 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -5834176.500000 Penalty: 5284.422363
	Iteration 20F: 3 clusters Score -5834176 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5834518.500000 Penalty: 5284.422363
	Iteration 21Q: 3 clusters Score -5834518 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -5834790.500000 Penalty: 5284.422363
	Iteration 22Q: 3 clusters Score -5834790 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -5835019.500000 Penalty: 5284.422363
	Iteration 23Q: 3 clusters Score -5835020 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -5835186.500000 Penalty: 5284.422363
	Iteration 24Q: 3 clusters Score -5835186 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5835311.500000 Penalty: 5284.422363
	Iteration 25Q: 3 clusters Score -5835312 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -5835425.500000 Penalty: 5284.422363
	Iteration 26Q: 3 clusters Score -5835426 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -5835512.500000 Penalty: 5284.422363
	Iteration 27Q: 3 clusters Score -5835512 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -5835577.500000 Penalty: 5284.422363
	Iteration 28Q: 3 clusters Score -5835578 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -5835641.500000 Penalty: 5284.422363
	Iteration 29Q: 3 clusters Score -5835642 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -5835696.000000 Penalty: 5284.422363
	Iteration 30Q: 3 clusters Score -5835696 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -5835725.500000 Penalty: 5284.422363
	Iteration 31Q: 3 clusters Score -5835726 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -5835753.000000 Penalty: 5284.422363
	Iteration 32Q: 3 clusters Score -5835753 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -5835769.000000 Penalty: 5284.422363
	Iteration 33Q: 3 clusters Score -5835769 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5835786.500000 Penalty: 5284.422363
	Iteration 34Q: 3 clusters Score -5835786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -5835797.000000 Penalty: 5284.422363
	Iteration 35Q: 3 clusters Score -5835797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -5835808.000000 Penalty: 5284.422363
	Iteration 36Q: 3 clusters Score -5835808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -5835819.500000 Penalty: 5284.422363
	Iteration 37Q: 3 clusters Score -5835820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -5835832.000000 Penalty: 5284.422363
	Iteration 38Q: 3 clusters Score -5835832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -5835842.000000 Penalty: 5284.422363
	Iteration 39Q: 3 clusters Score -5835842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -5835851.000000 Penalty: 5284.422363
	Iteration 40F: 3 clusters Score -5835851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -5835867.000000 Penalty: 5284.422363
	Iteration 41Q: 3 clusters Score -5835867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -5835852.500000 Penalty: 5284.422363
	Iteration 42Q: 3 clusters Score -5835852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -5835856.000000 Penalty: 5284.422363
	Iteration 43Q: 3 clusters Score -5835856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -5835860.000000 Penalty: 5284.422363
	Iteration 44Q: 3 clusters Score -5835860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -5835856.500000 Penalty: 5284.422363
	Iteration 45Q: 3 clusters Score -5835856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -5835868.500000 Penalty: 5284.422363
	Iteration 46Q: 3 clusters Score -5835868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -5835875.000000 Penalty: 5284.422363
	Iteration 47Q: 3 clusters Score -5835875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -5835878.000000 Penalty: 5284.422363
	Iteration 48Q: 3 clusters Score -5835878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5835887.000000 Penalty: 5284.422363
	Iteration 49Q: 3 clusters Score -5835887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -5835884.500000 Penalty: 5284.422363
	Iteration 50Q: 3 clusters Score -5835884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -5835893.000000 Penalty: 5284.422363
	Iteration 51Q: 3 clusters Score -5835893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -5835884.500000 Penalty: 5284.422363
	Iteration 52Q: 3 clusters Score -5835884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -5835898.000000 Penalty: 5284.422363
	Iteration 53Q: 3 clusters Score -5835898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -5835906.500000 Penalty: 5284.422363
	Iteration 54Q: 3 clusters Score -5835906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -5835910.000000 Penalty: 5284.422363
	Iteration 55Q: 3 clusters Score -5835910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -5835901.500000 Penalty: 5284.422363
	Iteration 56Q: 3 clusters Score -5835902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -5835904.500000 Penalty: 5284.422363
	Iteration 57Q: 3 clusters Score -5835904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -5835908.500000 Penalty: 5284.422363
	Iteration 58Q: 3 clusters Score -5835908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -5835911.500000 Penalty: 5284.422363
	Iteration 59Q: 3 clusters Score -5835912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -5835908.000000 Penalty: 5284.422363
	Iteration 60F: 3 clusters Score -5835908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -5835909.500000 Penalty: 5284.422363
	Iteration 61Q: 3 clusters Score -5835910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -5835912.000000 Penalty: 5284.422363
	Iteration 62Q: 3 clusters Score -5835912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -5835916.500000 Penalty: 5284.422363
	Iteration 63Q: 3 clusters Score -5835916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -5835916.500000 Penalty: 5284.422363
	Iteration 64Q: 3 clusters Score -5835916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5835909.500000 Penalty: 5284.422363
	Iteration 65Q: 3 clusters Score -5835910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -5835910.000000 Penalty: 5284.422363
	Iteration 66Q: 3 clusters Score -5835910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -5835908.500000 Penalty: 5284.422363
	Iteration 67Q: 3 clusters Score -5835908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -5835911.500000 Penalty: 5284.422363
	Iteration 68Q: 3 clusters Score -5835912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -5835906.500000 Penalty: 5284.422363
	Iteration 69Q: 3 clusters Score -5835906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -5835911.000000 Penalty: 5284.422363
	Iteration 70Q: 3 clusters Score -5835911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -5835903.000000 Penalty: 5284.422363
	Iteration 71Q: 3 clusters Score -5835903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -5835910.000000 Penalty: 5284.422363
	Iteration 72Q: 3 clusters Score -5835910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -5835918.500000 Penalty: 5284.422363
	Iteration 73Q: 3 clusters Score -5835918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -5835917.000000 Penalty: 5284.422363
	Iteration 74Q: 3 clusters Score -5835917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -5835926.500000 Penalty: 5284.422363
	Iteration 75Q: 3 clusters Score -5835926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -5835936.500000 Penalty: 5284.422363
	Iteration 76Q: 3 clusters Score -5835936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -5835930.500000 Penalty: 5284.422363
	Iteration 77Q: 3 clusters Score -5835930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -5835928.500000 Penalty: 5284.422363
	Iteration 78Q: 3 clusters Score -5835928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -5835925.500000 Penalty: 5284.422363
	Iteration 79Q: 3 clusters Score -5835926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -5835925.000000 Penalty: 5284.422363
	Iteration 80F: 3 clusters Score -5835925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -5835928.500000 Penalty: 5284.422363
	Iteration 81Q: 3 clusters Score -5835928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -5835929.000000 Penalty: 5284.422363
	Iteration 82Q: 3 clusters Score -5835929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -5835932.500000 Penalty: 5284.422363
	Iteration 83Q: 3 clusters Score -5835932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -5835937.500000 Penalty: 5284.422363
	Iteration 84Q: 3 clusters Score -5835938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -5835932.000000 Penalty: 5284.422363
	Iteration 85Q: 3 clusters Score -5835932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -5835940.000000 Penalty: 5284.422363
	Iteration 86Q: 3 clusters Score -5835940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -5835937.500000 Penalty: 5284.422363
	Iteration 87Q: 3 clusters Score -5835938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -5835941.000000 Penalty: 5284.422363
	Iteration 88Q: 3 clusters Score -5835941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -5835940.000000 Penalty: 5284.422363
	Iteration 89Q: 3 clusters Score -5835940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -5835950.000000 Penalty: 5284.422363
	Iteration 90Q: 3 clusters Score -5835950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5835947.500000 Penalty: 5284.422363
	Iteration 91Q: 3 clusters Score -5835948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -5835948.000000 Penalty: 5284.422363
	Iteration 92Q: 3 clusters Score -5835948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -5835947.500000 Penalty: 5284.422363
	Iteration 93Q: 3 clusters Score -5835948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -5835947.500000 Penalty: 5284.422363
	Iteration 94F: 3 clusters Score -5835948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -77802.765625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -77802.77 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 330 members 
Entering Unmasked Estep 
Score: -76192.921875 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -76192.92 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76423.507812 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -76423.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76524.820312 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -76524.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76602.039062 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -76602.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76648.695312 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -76648.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76676.640625 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -76676.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76692.007812 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -76692.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76706.515625 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -76706.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76718.578125 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -76718.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76726.328125 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -76726.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76726.328125 Penalty: 3193.125000
	Iteration 10F: 3 clusters Score -76726.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -31252.373047 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -31252.37 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 128 members 
Entering Unmasked Estep 
Score: -30029.021484 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -30029.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30105.714844 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -30105.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30138.044922 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -30138.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30152.671875 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -30152.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30168.490234 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -30168.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30176.511719 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -30176.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30180.943359 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -30180.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30193.962891 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -30193.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30202.396484 Penalty: 2765.670898
	Iteration 8Q: 3 clusters Score -30202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30202.396484 Penalty: 2765.670898
	Iteration 9F: 3 clusters Score -30202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83731 members 
Mstep: Class 4 contains 162058 members 
Mstep: Class 5 contains 60566 members 
Mstep: Class 6 contains 12526 members 
Mstep: Class 7 contains 36074 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111102 members 
Mstep: Class 11 contains 114770 members 
Mstep: Class 12 contains 42327 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159239 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26543 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42373 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 103444 members 
Mstep: Class 22 contains 32928 members 
Mstep: Class 23 contains 42365 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068928.000000 Penalty: 86006.992188
Iteration 319Q: 26 clusters Score -1.470689e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83747 members 
Mstep: Class 4 contains 162058 members 
Mstep: Class 5 contains 60563 members 
Mstep: Class 6 contains 12543 members 
Mstep: Class 7 contains 36074 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 111042 members 
Mstep: Class 11 contains 114829 members 
Mstep: Class 12 contains 42320 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159232 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26544 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42380 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13056 members 
Mstep: Class 21 contains 103418 members 
Mstep: Class 22 contains 32928 members 
Mstep: Class 23 contains 42371 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068816.000000 Penalty: 86006.992188
Iteration 320F: 26 clusters Score -1.470688e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 83753 members 
Mstep: Class 4 contains 162059 members 
Mstep: Class 5 contains 60568 members 
Mstep: Class 6 contains 12552 members 
Mstep: Class 7 contains 36080 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110993 members 
Mstep: Class 11 contains 114879 members 
Mstep: Class 12 contains 42322 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159224 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26545 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42383 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 103393 members 
Mstep: Class 22 contains 32927 members 
Mstep: Class 23 contains 42372 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068880.000000 Penalty: 86006.992188
Iteration 321Q: 26 clusters Score -1.470689e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 83759 members 
Mstep: Class 4 contains 162073 members 
Mstep: Class 5 contains 60574 members 
Mstep: Class 6 contains 12549 members 
Mstep: Class 7 contains 36080 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110953 members 
Mstep: Class 11 contains 114936 members 
Mstep: Class 12 contains 42323 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159215 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26545 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42384 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 103360 members 
Mstep: Class 22 contains 32928 members 
Mstep: Class 23 contains 42373 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068944.000000 Penalty: 86006.992188
Iteration 322Q: 26 clusters Score -1.470689e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1039 members 
Mstep: Class 3 contains 83763 members 
Mstep: Class 4 contains 162082 members 
Mstep: Class 5 contains 60576 members 
Mstep: Class 6 contains 12559 members 
Mstep: Class 7 contains 36085 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110909 members 
Mstep: Class 11 contains 114982 members 
Mstep: Class 12 contains 42327 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159209 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26543 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42386 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 103338 members 
Mstep: Class 22 contains 32927 members 
Mstep: Class 23 contains 42374 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069168.000000 Penalty: 86006.992188
Iteration 323Q: 26 clusters Score -1.470692e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1037 members 
Mstep: Class 3 contains 83764 members 
Mstep: Class 4 contains 162083 members 
Mstep: Class 5 contains 60574 members 
Mstep: Class 6 contains 12558 members 
Mstep: Class 7 contains 36085 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110877 members 
Mstep: Class 11 contains 115007 members 
Mstep: Class 12 contains 42333 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159211 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26544 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42396 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 103324 members 
Mstep: Class 22 contains 32932 members 
Mstep: Class 23 contains 42373 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069072.000000 Penalty: 86006.992188
Iteration 324Q: 26 clusters Score -1.470691e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83762 members 
Mstep: Class 4 contains 162070 members 
Mstep: Class 5 contains 60575 members 
Mstep: Class 6 contains 12560 members 
Mstep: Class 7 contains 36082 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110855 members 
Mstep: Class 11 contains 115034 members 
Mstep: Class 12 contains 42337 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159229 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26549 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42400 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 103305 members 
Mstep: Class 22 contains 32932 members 
Mstep: Class 23 contains 42374 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068752.000000 Penalty: 86006.992188
Iteration 325Q: 26 clusters Score -1.470688e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 83769 members 
Mstep: Class 4 contains 162063 members 
Mstep: Class 5 contains 60576 members 
Mstep: Class 6 contains 12555 members 
Mstep: Class 7 contains 36082 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110829 members 
Mstep: Class 11 contains 115066 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159232 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26547 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42399 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 103296 members 
Mstep: Class 22 contains 32935 members 
Mstep: Class 23 contains 42374 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068816.000000 Penalty: 86006.992188
Iteration 326Q: 26 clusters Score -1.470688e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83775 members 
Mstep: Class 4 contains 162071 members 
Mstep: Class 5 contains 60572 members 
Mstep: Class 6 contains 12560 members 
Mstep: Class 7 contains 36081 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110807 members 
Mstep: Class 11 contains 115080 members 
Mstep: Class 12 contains 42341 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 159231 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26549 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 103281 members 
Mstep: Class 22 contains 32937 members 
Mstep: Class 23 contains 42374 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068800.000000 Penalty: 86006.992188
Iteration 327Q: 26 clusters Score -1.470688e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83781 members 
Mstep: Class 4 contains 162070 members 
Mstep: Class 5 contains 60573 members 
Mstep: Class 6 contains 12551 members 
Mstep: Class 7 contains 36080 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110784 members 
Mstep: Class 11 contains 115109 members 
Mstep: Class 12 contains 42342 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159233 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26552 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 103268 members 
Mstep: Class 22 contains 32936 members 
Mstep: Class 23 contains 42375 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068784.000000 Penalty: 86006.992188
Iteration 328Q: 26 clusters Score -1.470688e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83792 members 
Mstep: Class 4 contains 162078 members 
Mstep: Class 5 contains 60574 members 
Mstep: Class 6 contains 12547 members 
Mstep: Class 7 contains 36079 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110753 members 
Mstep: Class 11 contains 115132 members 
Mstep: Class 12 contains 42341 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159240 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26554 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42406 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 103253 members 
Mstep: Class 22 contains 32937 members 
Mstep: Class 23 contains 42375 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068752.000000 Penalty: 86006.992188
Iteration 329Q: 26 clusters Score -1.470688e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83802 members 
Mstep: Class 4 contains 162092 members 
Mstep: Class 5 contains 60573 members 
Mstep: Class 6 contains 12552 members 
Mstep: Class 7 contains 36078 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110725 members 
Mstep: Class 11 contains 115149 members 
Mstep: Class 12 contains 42343 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159227 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26557 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42408 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 103242 members 
Mstep: Class 22 contains 32934 members 
Mstep: Class 23 contains 42379 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068752.000000 Penalty: 86006.992188
Iteration 330Q: 26 clusters Score -1.470688e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83805 members 
Mstep: Class 4 contains 162094 members 
Mstep: Class 5 contains 60572 members 
Mstep: Class 6 contains 12551 members 
Mstep: Class 7 contains 36076 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110703 members 
Mstep: Class 11 contains 115166 members 
Mstep: Class 12 contains 42344 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159227 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26560 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13065 members 
Mstep: Class 21 contains 103238 members 
Mstep: Class 22 contains 32934 members 
Mstep: Class 23 contains 42380 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068704.000000 Penalty: 86006.992188
Iteration 331Q: 26 clusters Score -1.470687e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83805 members 
Mstep: Class 4 contains 162098 members 
Mstep: Class 5 contains 60571 members 
Mstep: Class 6 contains 12548 members 
Mstep: Class 7 contains 36073 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110670 members 
Mstep: Class 11 contains 115184 members 
Mstep: Class 12 contains 42342 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159242 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26564 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13068 members 
Mstep: Class 21 contains 103236 members 
Mstep: Class 22 contains 32936 members 
Mstep: Class 23 contains 42382 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068752.000000 Penalty: 86006.992188
Iteration 332Q: 26 clusters Score -1.470688e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83817 members 
Mstep: Class 4 contains 162108 members 
Mstep: Class 5 contains 60574 members 
Mstep: Class 6 contains 12541 members 
Mstep: Class 7 contains 36072 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110632 members 
Mstep: Class 11 contains 115211 members 
Mstep: Class 12 contains 42345 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159232 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26567 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42406 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13070 members 
Mstep: Class 21 contains 103228 members 
Mstep: Class 22 contains 32937 members 
Mstep: Class 23 contains 42383 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068896.000000 Penalty: 86006.992188
Iteration 333Q: 26 clusters Score -1.470689e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83826 members 
Mstep: Class 4 contains 162112 members 
Mstep: Class 5 contains 60572 members 
Mstep: Class 6 contains 12529 members 
Mstep: Class 7 contains 36072 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110607 members 
Mstep: Class 11 contains 115241 members 
Mstep: Class 12 contains 42347 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159234 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26568 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13070 members 
Mstep: Class 21 contains 103216 members 
Mstep: Class 22 contains 32942 members 
Mstep: Class 23 contains 42383 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068960.000000 Penalty: 86006.992188
Iteration 334Q: 26 clusters Score -1.47069e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83829 members 
Mstep: Class 4 contains 162111 members 
Mstep: Class 5 contains 60569 members 
Mstep: Class 6 contains 12525 members 
Mstep: Class 7 contains 36072 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110579 members 
Mstep: Class 11 contains 115275 members 
Mstep: Class 12 contains 42347 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159242 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26568 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42400 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 103210 members 
Mstep: Class 22 contains 32941 members 
Mstep: Class 23 contains 42382 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068944.000000 Penalty: 86006.992188
Iteration 335Q: 26 clusters Score -1.470689e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83834 members 
Mstep: Class 4 contains 162112 members 
Mstep: Class 5 contains 60568 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 36074 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110558 members 
Mstep: Class 11 contains 115294 members 
Mstep: Class 12 contains 42350 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159246 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26567 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42397 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 103207 members 
Mstep: Class 22 contains 32942 members 
Mstep: Class 23 contains 42380 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068960.000000 Penalty: 86006.992188
Iteration 336Q: 26 clusters Score -1.47069e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83833 members 
Mstep: Class 4 contains 162116 members 
Mstep: Class 5 contains 60568 members 
Mstep: Class 6 contains 12502 members 
Mstep: Class 7 contains 36075 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110540 members 
Mstep: Class 11 contains 115344 members 
Mstep: Class 12 contains 42350 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159244 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26567 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42398 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 103189 members 
Mstep: Class 22 contains 32943 members 
Mstep: Class 23 contains 42380 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068896.000000 Penalty: 86006.992188
Iteration 337Q: 26 clusters Score -1.470689e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83837 members 
Mstep: Class 4 contains 162117 members 
Mstep: Class 5 contains 60568 members 
Mstep: Class 6 contains 12480 members 
Mstep: Class 7 contains 36074 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110522 members 
Mstep: Class 11 contains 115381 members 
Mstep: Class 12 contains 42351 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159245 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26572 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42398 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 103177 members 
Mstep: Class 22 contains 32945 members 
Mstep: Class 23 contains 42381 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068800.000000 Penalty: 86006.992188
Iteration 338Q: 26 clusters Score -1.470688e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83839 members 
Mstep: Class 4 contains 162119 members 
Mstep: Class 5 contains 60569 members 
Mstep: Class 6 contains 12474 members 
Mstep: Class 7 contains 36072 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110505 members 
Mstep: Class 11 contains 115402 members 
Mstep: Class 12 contains 42351 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159248 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26574 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42396 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 103170 members 
Mstep: Class 22 contains 32947 members 
Mstep: Class 23 contains 42382 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068800.000000 Penalty: 86006.992188
Iteration 339Q: 26 clusters Score -1.470688e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83840 members 
Mstep: Class 4 contains 162123 members 
Mstep: Class 5 contains 60573 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 36069 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110496 members 
Mstep: Class 11 contains 115431 members 
Mstep: Class 12 contains 42350 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159247 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26573 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42397 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 103158 members 
Mstep: Class 22 contains 32947 members 
Mstep: Class 23 contains 42384 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068768.000000 Penalty: 86006.992188
Iteration 340F: 26 clusters Score -1.470688e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83836 members 
Mstep: Class 4 contains 162120 members 
Mstep: Class 5 contains 60579 members 
Mstep: Class 6 contains 12445 members 
Mstep: Class 7 contains 36067 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110485 members 
Mstep: Class 11 contains 115462 members 
Mstep: Class 12 contains 42349 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159254 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26575 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42398 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 103149 members 
Mstep: Class 22 contains 32944 members 
Mstep: Class 23 contains 42385 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068928.000000 Penalty: 86006.992188
Iteration 341Q: 26 clusters Score -1.470689e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83834 members 
Mstep: Class 4 contains 162119 members 
Mstep: Class 5 contains 60579 members 
Mstep: Class 6 contains 12439 members 
Mstep: Class 7 contains 36066 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110479 members 
Mstep: Class 11 contains 115483 members 
Mstep: Class 12 contains 42349 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159253 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26573 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42398 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13072 members 
Mstep: Class 21 contains 103145 members 
Mstep: Class 22 contains 32944 members 
Mstep: Class 23 contains 42386 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068928.000000 Penalty: 86006.992188
Iteration 342Q: 26 clusters Score -1.470689e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83836 members 
Mstep: Class 4 contains 162114 members 
Mstep: Class 5 contains 60578 members 
Mstep: Class 6 contains 12429 members 
Mstep: Class 7 contains 36063 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110469 members 
Mstep: Class 11 contains 115508 members 
Mstep: Class 12 contains 42349 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159256 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26574 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42397 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13071 members 
Mstep: Class 21 contains 103144 members 
Mstep: Class 22 contains 32945 members 
Mstep: Class 23 contains 42387 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 343Q: 26 clusters Score -1.470688e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83836 members 
Mstep: Class 4 contains 162118 members 
Mstep: Class 5 contains 60579 members 
Mstep: Class 6 contains 12427 members 
Mstep: Class 7 contains 36059 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110461 members 
Mstep: Class 11 contains 115519 members 
Mstep: Class 12 contains 42349 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159260 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26575 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42396 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13069 members 
Mstep: Class 21 contains 103140 members 
Mstep: Class 22 contains 32947 members 
Mstep: Class 23 contains 42387 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068848.000000 Penalty: 86006.992188
Iteration 344Q: 26 clusters Score -1.470688e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83842 members 
Mstep: Class 4 contains 162119 members 
Mstep: Class 5 contains 60578 members 
Mstep: Class 6 contains 12423 members 
Mstep: Class 7 contains 36061 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110448 members 
Mstep: Class 11 contains 115534 members 
Mstep: Class 12 contains 42347 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159258 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26575 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42395 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13068 members 
Mstep: Class 21 contains 103140 members 
Mstep: Class 22 contains 32948 members 
Mstep: Class 23 contains 42389 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068992.000000 Penalty: 86006.992188
Iteration 345Q: 26 clusters Score -1.47069e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162121 members 
Mstep: Class 5 contains 60579 members 
Mstep: Class 6 contains 12410 members 
Mstep: Class 7 contains 36058 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110439 members 
Mstep: Class 11 contains 115545 members 
Mstep: Class 12 contains 42349 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159270 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26574 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42394 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13069 members 
Mstep: Class 21 contains 103145 members 
Mstep: Class 22 contains 32948 members 
Mstep: Class 23 contains 42389 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069152.000000 Penalty: 86006.992188
Iteration 346Q: 26 clusters Score -1.470692e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 162113 members 
Mstep: Class 5 contains 60579 members 
Mstep: Class 6 contains 12387 members 
Mstep: Class 7 contains 36053 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110435 members 
Mstep: Class 11 contains 115564 members 
Mstep: Class 12 contains 42351 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159276 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26577 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42395 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13071 members 
Mstep: Class 21 contains 103147 members 
Mstep: Class 22 contains 32948 members 
Mstep: Class 23 contains 42392 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069056.000000 Penalty: 86006.992188
Iteration 347Q: 26 clusters Score -1.470691e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83845 members 
Mstep: Class 4 contains 162108 members 
Mstep: Class 5 contains 60579 members 
Mstep: Class 6 contains 12368 members 
Mstep: Class 7 contains 36047 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110435 members 
Mstep: Class 11 contains 115590 members 
Mstep: Class 12 contains 42356 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159283 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26577 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42392 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13071 members 
Mstep: Class 21 contains 103142 members 
Mstep: Class 22 contains 32949 members 
Mstep: Class 23 contains 42391 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069056.000000 Penalty: 86006.992188
Iteration 348Q: 26 clusters Score -1.470691e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83840 members 
Mstep: Class 4 contains 162098 members 
Mstep: Class 5 contains 60578 members 
Mstep: Class 6 contains 12361 members 
Mstep: Class 7 contains 36045 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110432 members 
Mstep: Class 11 contains 115613 members 
Mstep: Class 12 contains 42356 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159294 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26579 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42390 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13070 members 
Mstep: Class 21 contains 103138 members 
Mstep: Class 22 contains 32949 members 
Mstep: Class 23 contains 42392 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069024.000000 Penalty: 86006.992188
Iteration 349Q: 26 clusters Score -1.47069e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83839 members 
Mstep: Class 4 contains 162097 members 
Mstep: Class 5 contains 60576 members 
Mstep: Class 6 contains 12355 members 
Mstep: Class 7 contains 36039 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110430 members 
Mstep: Class 11 contains 115633 members 
Mstep: Class 12 contains 42357 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159297 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26582 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42384 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13070 members 
Mstep: Class 21 contains 103132 members 
Mstep: Class 22 contains 32949 members 
Mstep: Class 23 contains 42395 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069024.000000 Penalty: 86006.992188
Iteration 350Q: 26 clusters Score -1.47069e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162094 members 
Mstep: Class 5 contains 60578 members 
Mstep: Class 6 contains 12343 members 
Mstep: Class 7 contains 36028 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110430 members 
Mstep: Class 11 contains 115652 members 
Mstep: Class 12 contains 42360 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159303 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26581 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13069 members 
Mstep: Class 21 contains 103133 members 
Mstep: Class 22 contains 32949 members 
Mstep: Class 23 contains 42396 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069024.000000 Penalty: 86006.992188
Iteration 351Q: 26 clusters Score -1.47069e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83839 members 
Mstep: Class 4 contains 162096 members 
Mstep: Class 5 contains 60581 members 
Mstep: Class 6 contains 12323 members 
Mstep: Class 7 contains 36030 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110422 members 
Mstep: Class 11 contains 115676 members 
Mstep: Class 12 contains 42360 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159301 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26580 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42382 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13067 members 
Mstep: Class 21 contains 103135 members 
Mstep: Class 22 contains 32947 members 
Mstep: Class 23 contains 42396 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069008.000000 Penalty: 86006.992188
Iteration 352Q: 26 clusters Score -1.47069e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83835 members 
Mstep: Class 4 contains 162099 members 
Mstep: Class 5 contains 60580 members 
Mstep: Class 6 contains 12311 members 
Mstep: Class 7 contains 36028 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110414 members 
Mstep: Class 11 contains 115703 members 
Mstep: Class 12 contains 42358 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159302 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26580 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13065 members 
Mstep: Class 21 contains 103133 members 
Mstep: Class 22 contains 32947 members 
Mstep: Class 23 contains 42399 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068976.000000 Penalty: 86006.992188
Iteration 353Q: 26 clusters Score -1.47069e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83833 members 
Mstep: Class 4 contains 162099 members 
Mstep: Class 5 contains 60581 members 
Mstep: Class 6 contains 12286 members 
Mstep: Class 7 contains 36027 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110405 members 
Mstep: Class 11 contains 115734 members 
Mstep: Class 12 contains 42358 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159304 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26582 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42378 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13064 members 
Mstep: Class 21 contains 103133 members 
Mstep: Class 22 contains 32947 members 
Mstep: Class 23 contains 42403 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069136.000000 Penalty: 86006.992188
Iteration 354Q: 26 clusters Score -1.470691e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83828 members 
Mstep: Class 4 contains 162108 members 
Mstep: Class 5 contains 60583 members 
Mstep: Class 6 contains 12267 members 
Mstep: Class 7 contains 36026 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110391 members 
Mstep: Class 11 contains 115759 members 
Mstep: Class 12 contains 42356 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159308 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26583 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42377 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13062 members 
Mstep: Class 21 contains 103132 members 
Mstep: Class 22 contains 32949 members 
Mstep: Class 23 contains 42405 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069024.000000 Penalty: 86006.992188
Iteration 355Q: 26 clusters Score -1.47069e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83827 members 
Mstep: Class 4 contains 162108 members 
Mstep: Class 5 contains 60582 members 
Mstep: Class 6 contains 12246 members 
Mstep: Class 7 contains 36024 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110387 members 
Mstep: Class 11 contains 115791 members 
Mstep: Class 12 contains 42356 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159303 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26585 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42379 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13062 members 
Mstep: Class 21 contains 103126 members 
Mstep: Class 22 contains 32950 members 
Mstep: Class 23 contains 42408 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068992.000000 Penalty: 86006.992188
Iteration 356Q: 26 clusters Score -1.47069e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83829 members 
Mstep: Class 4 contains 162108 members 
Mstep: Class 5 contains 60581 members 
Mstep: Class 6 contains 12237 members 
Mstep: Class 7 contains 36022 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110380 members 
Mstep: Class 11 contains 115820 members 
Mstep: Class 12 contains 42355 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159294 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26585 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42375 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 103123 members 
Mstep: Class 22 contains 32954 members 
Mstep: Class 23 contains 42412 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 357Q: 26 clusters Score -1.470689e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83830 members 
Mstep: Class 4 contains 162104 members 
Mstep: Class 5 contains 60577 members 
Mstep: Class 6 contains 12224 members 
Mstep: Class 7 contains 36018 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110371 members 
Mstep: Class 11 contains 115850 members 
Mstep: Class 12 contains 42353 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159285 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26587 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42382 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 103122 members 
Mstep: Class 22 contains 32958 members 
Mstep: Class 23 contains 42415 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068880.000000 Penalty: 86006.992188
Iteration 358Q: 26 clusters Score -1.470689e+08 nChanged 150
Entering ConstructFrom: 
Score: -147068880.000000 Penalty: 86006.992188
Entering ConstructFrom: 
Trying to split cluster 1 (4153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Entering Unmasked Estep 
Score: -569421.812500 Penalty: 2066.233398
	Iteration 0F: 2 clusters Score -569421.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -565455.875000 Penalty: 4132.466797
	Iteration 0F: 3 clusters Score -565455.9 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -566369.875000 Penalty: 4132.466797
	Iteration 1F: 3 clusters Score -566369.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -566553.062500 Penalty: 4132.466797
	Iteration 2F: 3 clusters Score -566553.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -566665.437500 Penalty: 4132.466797
	Iteration 3Q: 3 clusters Score -566665.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -566740.250000 Penalty: 4132.466797
	Iteration 4Q: 3 clusters Score -566740.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -566793.000000 Penalty: 4132.466797
	Iteration 5Q: 3 clusters Score -566793 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -566836.437500 Penalty: 4132.466797
	Iteration 6Q: 3 clusters Score -566836.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -566871.937500 Penalty: 4132.466797
	Iteration 7Q: 3 clusters Score -566871.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -566897.062500 Penalty: 4132.466797
	Iteration 8Q: 3 clusters Score -566897.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -566920.000000 Penalty: 4132.466797
	Iteration 9Q: 3 clusters Score -566920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -566936.187500 Penalty: 4132.466797
	Iteration 10Q: 3 clusters Score -566936.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -566952.187500 Penalty: 4132.466797
	Iteration 11Q: 3 clusters Score -566952.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -566967.062500 Penalty: 4132.466797
	Iteration 12Q: 3 clusters Score -566967.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -566988.500000 Penalty: 4132.466797
	Iteration 13Q: 3 clusters Score -566988.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -567006.187500 Penalty: 4132.466797
	Iteration 14Q: 3 clusters Score -567006.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -567028.500000 Penalty: 4132.466797
	Iteration 15Q: 3 clusters Score -567028.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -567047.375000 Penalty: 4132.466797
	Iteration 16Q: 3 clusters Score -567047.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -567068.687500 Penalty: 4132.466797
	Iteration 17Q: 3 clusters Score -567068.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -567081.437500 Penalty: 4132.466797
	Iteration 18Q: 3 clusters Score -567081.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -567092.875000 Penalty: 4132.466797
	Iteration 19Q: 3 clusters Score -567092.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -567105.125000 Penalty: 4132.466797
	Iteration 20F: 3 clusters Score -567105.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -567115.062500 Penalty: 4132.466797
	Iteration 21Q: 3 clusters Score -567115.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -567122.750000 Penalty: 4132.466797
	Iteration 22Q: 3 clusters Score -567122.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -567133.062500 Penalty: 4132.466797
	Iteration 23Q: 3 clusters Score -567133.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -567139.375000 Penalty: 4132.466797
	Iteration 24Q: 3 clusters Score -567139.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -567149.562500 Penalty: 4132.466797
	Iteration 25Q: 3 clusters Score -567149.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -567161.562500 Penalty: 4132.466797
	Iteration 26Q: 3 clusters Score -567161.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -567176.250000 Penalty: 4132.466797
	Iteration 27Q: 3 clusters Score -567176.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -567193.500000 Penalty: 4132.466797
	Iteration 28Q: 3 clusters Score -567193.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -567209.062500 Penalty: 4132.466797
	Iteration 29Q: 3 clusters Score -567209.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -567219.187500 Penalty: 4132.466797
	Iteration 30Q: 3 clusters Score -567219.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -567233.000000 Penalty: 4132.466797
	Iteration 31Q: 3 clusters Score -567233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -567249.000000 Penalty: 4132.466797
	Iteration 32Q: 3 clusters Score -567249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -567266.875000 Penalty: 4132.466797
	Iteration 33Q: 3 clusters Score -567266.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -567284.812500 Penalty: 4132.466797
	Iteration 34Q: 3 clusters Score -567284.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -567299.250000 Penalty: 4132.466797
	Iteration 35Q: 3 clusters Score -567299.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -567315.687500 Penalty: 4132.466797
	Iteration 36Q: 3 clusters Score -567315.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -567331.875000 Penalty: 4132.466797
	Iteration 37Q: 3 clusters Score -567331.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -567352.125000 Penalty: 4132.466797
	Iteration 38Q: 3 clusters Score -567352.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -567368.312500 Penalty: 4132.466797
	Iteration 39Q: 3 clusters Score -567368.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -567382.187500 Penalty: 4132.466797
	Iteration 40F: 3 clusters Score -567382.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -567395.437500 Penalty: 4132.466797
	Iteration 41Q: 3 clusters Score -567395.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -567409.625000 Penalty: 4132.466797
	Iteration 42Q: 3 clusters Score -567409.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -567420.812500 Penalty: 4132.466797
	Iteration 43Q: 3 clusters Score -567420.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -567437.750000 Penalty: 4132.466797
	Iteration 44Q: 3 clusters Score -567437.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -567449.562500 Penalty: 4132.466797
	Iteration 45Q: 3 clusters Score -567449.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -567461.875000 Penalty: 4132.466797
	Iteration 46Q: 3 clusters Score -567461.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -567478.562500 Penalty: 4132.466797
	Iteration 47Q: 3 clusters Score -567478.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -567491.750000 Penalty: 4132.466797
	Iteration 48Q: 3 clusters Score -567491.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -567509.375000 Penalty: 4132.466797
	Iteration 49Q: 3 clusters Score -567509.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -567521.687500 Penalty: 4132.466797
	Iteration 50Q: 3 clusters Score -567521.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -567531.937500 Penalty: 4132.466797
	Iteration 51Q: 3 clusters Score -567531.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -567540.875000 Penalty: 4132.466797
	Iteration 52Q: 3 clusters Score -567540.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -567549.812500 Penalty: 4132.466797
	Iteration 53Q: 3 clusters Score -567549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -567558.062500 Penalty: 4132.466797
	Iteration 54Q: 3 clusters Score -567558.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -567567.625000 Penalty: 4132.466797
	Iteration 55Q: 3 clusters Score -567567.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -567572.312500 Penalty: 4132.466797
	Iteration 56Q: 3 clusters Score -567572.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -567576.625000 Penalty: 4132.466797
	Iteration 57Q: 3 clusters Score -567576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -567580.375000 Penalty: 4132.466797
	Iteration 58Q: 3 clusters Score -567580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -567584.437500 Penalty: 4132.466797
	Iteration 59Q: 3 clusters Score -567584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -567585.937500 Penalty: 4132.466797
	Iteration 60F: 3 clusters Score -567585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -567586.812500 Penalty: 4132.466797
	Iteration 61Q: 3 clusters Score -567586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -567587.500000 Penalty: 4132.466797
	Iteration 62Q: 3 clusters Score -567587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -567588.437500 Penalty: 4132.466797
	Iteration 63Q: 3 clusters Score -567588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -567588.375000 Penalty: 4132.466797
	Iteration 64Q: 3 clusters Score -567588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -567588.625000 Penalty: 4132.466797
	Iteration 65Q: 3 clusters Score -567588.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -567588.625000 Penalty: 4132.466797
	Iteration 66F: 3 clusters Score -567588.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -144608.718750 Penalty: 1720.934937
	Iteration 0F: 2 clusters Score -144608.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -142655.156250 Penalty: 3441.869873
	Iteration 0F: 3 clusters Score -142655.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -142978.937500 Penalty: 3441.869873
	Iteration 1F: 3 clusters Score -142978.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143071.453125 Penalty: 3441.869873
	Iteration 2F: 3 clusters Score -143071.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -143124.718750 Penalty: 3441.869873
	Iteration 3Q: 3 clusters Score -143124.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -143159.515625 Penalty: 3441.869873
	Iteration 4Q: 3 clusters Score -143159.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -143178.453125 Penalty: 3441.869873
	Iteration 5Q: 3 clusters Score -143178.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -143191.656250 Penalty: 3441.869873
	Iteration 6Q: 3 clusters Score -143191.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143203.953125 Penalty: 3441.869873
	Iteration 7Q: 3 clusters Score -143204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143208.671875 Penalty: 3441.869873
	Iteration 8Q: 3 clusters Score -143208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143211.109375 Penalty: 3441.869873
	Iteration 9Q: 3 clusters Score -143211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143214.734375 Penalty: 3441.869873
	Iteration 10Q: 3 clusters Score -143214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -143219.281250 Penalty: 3441.869873
	Iteration 11Q: 3 clusters Score -143219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143223.484375 Penalty: 3441.869873
	Iteration 12Q: 3 clusters Score -143223.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -143225.187500 Penalty: 3441.869873
	Iteration 13Q: 3 clusters Score -143225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -143226.187500 Penalty: 3441.869873
	Iteration 14Q: 3 clusters Score -143226.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -143226.187500 Penalty: 3441.869873
	Iteration 15F: 3 clusters Score -143226.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Entering Unmasked Estep 
Score: -11927512.000000 Penalty: 2811.481201
	Iteration 0F: 2 clusters Score -1.192751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -11871226.000000 Penalty: 5622.962402
	Iteration 0F: 3 clusters Score -1.187123e+07 nChanged 39578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -11893730.000000 Penalty: 5622.962402
	Iteration 1F: 3 clusters Score -1.189373e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -11894413.000000 Penalty: 5622.962402
	Iteration 2Q: 3 clusters Score -1.189441e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -11895274.000000 Penalty: 5622.962402
	Iteration 3Q: 3 clusters Score -1.189527e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -11896204.000000 Penalty: 5622.962402
	Iteration 4Q: 3 clusters Score -1.18962e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -11897409.000000 Penalty: 5622.962402
	Iteration 5Q: 3 clusters Score -1.189741e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -11899216.000000 Penalty: 5622.962402
	Iteration 6Q: 3 clusters Score -1.189922e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -11901433.000000 Penalty: 5622.962402
	Iteration 7Q: 3 clusters Score -1.190143e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -11904111.000000 Penalty: 5622.962402
	Iteration 8F: 3 clusters Score -1.190411e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -11907215.000000 Penalty: 5622.962402
	Iteration 9F: 3 clusters Score -1.190722e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -11910096.000000 Penalty: 5622.962402
	Iteration 10F: 3 clusters Score -1.19101e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -11912625.000000 Penalty: 5622.962402
	Iteration 11Q: 3 clusters Score -1.191262e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -11914350.000000 Penalty: 5622.962402
	Iteration 12Q: 3 clusters Score -1.191435e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -11915540.000000 Penalty: 5622.962402
	Iteration 13Q: 3 clusters Score -1.191554e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -11916256.000000 Penalty: 5622.962402
	Iteration 14Q: 3 clusters Score -1.191626e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -11916895.000000 Penalty: 5622.962402
	Iteration 15Q: 3 clusters Score -1.19169e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -11917528.000000 Penalty: 5622.962402
	Iteration 16Q: 3 clusters Score -1.191753e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -11918177.000000 Penalty: 5622.962402
	Iteration 17Q: 3 clusters Score -1.191818e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -11918906.000000 Penalty: 5622.962402
	Iteration 18Q: 3 clusters Score -1.191891e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -11919636.000000 Penalty: 5622.962402
	Iteration 19Q: 3 clusters Score -1.191964e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -11920285.000000 Penalty: 5622.962402
	Iteration 20F: 3 clusters Score -1.192028e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -11920880.000000 Penalty: 5622.962402
	Iteration 21Q: 3 clusters Score -1.192088e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -11921417.000000 Penalty: 5622.962402
	Iteration 22Q: 3 clusters Score -1.192142e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -11921943.000000 Penalty: 5622.962402
	Iteration 23Q: 3 clusters Score -1.192194e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76029 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -11922416.000000 Penalty: 5622.962402
	Iteration 24Q: 3 clusters Score -1.192242e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76932 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -11922804.000000 Penalty: 5622.962402
	Iteration 25Q: 3 clusters Score -1.19228e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77737 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -11923183.000000 Penalty: 5622.962402
	Iteration 26Q: 3 clusters Score -1.192318e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -11923448.000000 Penalty: 5622.962402
	Iteration 27Q: 3 clusters Score -1.192345e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -11923807.000000 Penalty: 5622.962402
	Iteration 28Q: 3 clusters Score -1.192381e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -11923957.000000 Penalty: 5622.962402
	Iteration 29Q: 3 clusters Score -1.192396e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -11924138.000000 Penalty: 5622.962402
	Iteration 30Q: 3 clusters Score -1.192414e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -11924332.000000 Penalty: 5622.962402
	Iteration 31Q: 3 clusters Score -1.192433e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80839 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -11924473.000000 Penalty: 5622.962402
	Iteration 32Q: 3 clusters Score -1.192447e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -11924550.000000 Penalty: 5622.962402
	Iteration 33Q: 3 clusters Score -1.192455e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -11924619.000000 Penalty: 5622.962402
	Iteration 34Q: 3 clusters Score -1.192462e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -11924663.000000 Penalty: 5622.962402
	Iteration 35Q: 3 clusters Score -1.192466e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -11924708.000000 Penalty: 5622.962402
	Iteration 36Q: 3 clusters Score -1.192471e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -11924763.000000 Penalty: 5622.962402
	Iteration 37Q: 3 clusters Score -1.192476e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -11924794.000000 Penalty: 5622.962402
	Iteration 38Q: 3 clusters Score -1.192479e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11924828.000000 Penalty: 5622.962402
	Iteration 39Q: 3 clusters Score -1.192483e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11924860.000000 Penalty: 5622.962402
	Iteration 40F: 3 clusters Score -1.192486e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -11924901.000000 Penalty: 5622.962402
	Iteration 41Q: 3 clusters Score -1.19249e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11924934.000000 Penalty: 5622.962402
	Iteration 42Q: 3 clusters Score -1.192493e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11924990.000000 Penalty: 5622.962402
	Iteration 43Q: 3 clusters Score -1.192499e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11925004.000000 Penalty: 5622.962402
	Iteration 44Q: 3 clusters Score -1.1925e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -11925036.000000 Penalty: 5622.962402
	Iteration 45Q: 3 clusters Score -1.192504e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11925055.000000 Penalty: 5622.962402
	Iteration 46Q: 3 clusters Score -1.192506e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11925085.000000 Penalty: 5622.962402
	Iteration 47Q: 3 clusters Score -1.192508e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11925113.000000 Penalty: 5622.962402
	Iteration 48Q: 3 clusters Score -1.192511e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -11925124.000000 Penalty: 5622.962402
	Iteration 49Q: 3 clusters Score -1.192512e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11925163.000000 Penalty: 5622.962402
	Iteration 50Q: 3 clusters Score -1.192516e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11925179.000000 Penalty: 5622.962402
	Iteration 51Q: 3 clusters Score -1.192518e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11925186.000000 Penalty: 5622.962402
	Iteration 52Q: 3 clusters Score -1.192519e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11925202.000000 Penalty: 5622.962402
	Iteration 53Q: 3 clusters Score -1.19252e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11925218.000000 Penalty: 5622.962402
	Iteration 54Q: 3 clusters Score -1.192522e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11925247.000000 Penalty: 5622.962402
	Iteration 55Q: 3 clusters Score -1.192525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11925245.000000 Penalty: 5622.962402
	Iteration 56Q: 3 clusters Score -1.192524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11925240.000000 Penalty: 5622.962402
	Iteration 57Q: 3 clusters Score -1.192524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11925252.000000 Penalty: 5622.962402
	Iteration 58Q: 3 clusters Score -1.192525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11925252.000000 Penalty: 5622.962402
	Iteration 59Q: 3 clusters Score -1.192525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11925259.000000 Penalty: 5622.962402
	Iteration 60F: 3 clusters Score -1.192526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11925266.000000 Penalty: 5622.962402
	Iteration 61Q: 3 clusters Score -1.192527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11925287.000000 Penalty: 5622.962402
	Iteration 62Q: 3 clusters Score -1.192529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -11925295.000000 Penalty: 5622.962402
	Iteration 63Q: 3 clusters Score -1.19253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11925310.000000 Penalty: 5622.962402
	Iteration 64Q: 3 clusters Score -1.192531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11925295.000000 Penalty: 5622.962402
	Iteration 65Q: 3 clusters Score -1.19253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11925305.000000 Penalty: 5622.962402
	Iteration 66Q: 3 clusters Score -1.19253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11925322.000000 Penalty: 5622.962402
	Iteration 67Q: 3 clusters Score -1.192532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11925311.000000 Penalty: 5622.962402
	Iteration 68Q: 3 clusters Score -1.192531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11925312.000000 Penalty: 5622.962402
	Iteration 69Q: 3 clusters Score -1.192531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82950 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11925320.000000 Penalty: 5622.962402
	Iteration 70Q: 3 clusters Score -1.192532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11925309.000000 Penalty: 5622.962402
	Iteration 71Q: 3 clusters Score -1.192531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11925309.000000 Penalty: 5622.962402
	Iteration 72Q: 3 clusters Score -1.192531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11925312.000000 Penalty: 5622.962402
	Iteration 73Q: 3 clusters Score -1.192531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11925312.000000 Penalty: 5622.962402
	Iteration 74F: 3 clusters Score -1.192531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162102 members 
Entering Unmasked Estep 
Score: -22755620.000000 Penalty: 2975.003418
	Iteration 0F: 2 clusters Score -2.275562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81290 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -22650262.000000 Penalty: 5950.006836
	Iteration 0F: 3 clusters Score -2.265026e+07 nChanged 77474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -22695394.000000 Penalty: 5950.006836
	Iteration 1F: 3 clusters Score -2.269539e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
Score: -22696364.000000 Penalty: 5950.006836
	Iteration 2Q: 3 clusters Score -2.269636e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90066 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -22697554.000000 Penalty: 5950.006836
	Iteration 3Q: 3 clusters Score -2.269755e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95216 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -22699548.000000 Penalty: 5950.006836
	Iteration 4Q: 3 clusters Score -2.269955e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -22703528.000000 Penalty: 5950.006836
	Iteration 5Q: 3 clusters Score -2.270353e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113702 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -22710500.000000 Penalty: 5950.006836
	Iteration 6F: 3 clusters Score -2.27105e+07 nChanged 13784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127428 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -22722224.000000 Penalty: 5950.006836
	Iteration 7F: 3 clusters Score -2.272222e+07 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141706 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -22735852.000000 Penalty: 5950.006836
	Iteration 8F: 3 clusters Score -2.273585e+07 nChanged 10863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152553 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -22746026.000000 Penalty: 5950.006836
	Iteration 9F: 3 clusters Score -2.274603e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -22750512.000000 Penalty: 5950.006836
	Iteration 10Q: 3 clusters Score -2.275051e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160475 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -22752110.000000 Penalty: 5950.006836
	Iteration 11Q: 3 clusters Score -2.275211e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161308 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -22752668.000000 Penalty: 5950.006836
	Iteration 12Q: 3 clusters Score -2.275267e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161563 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -22752878.000000 Penalty: 5950.006836
	Iteration 13Q: 3 clusters Score -2.275288e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161641 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22752986.000000 Penalty: 5950.006836
	Iteration 14Q: 3 clusters Score -2.275299e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161670 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22753018.000000 Penalty: 5950.006836
	Iteration 15Q: 3 clusters Score -2.275302e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161686 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -22753054.000000 Penalty: 5950.006836
	Iteration 16Q: 3 clusters Score -2.275305e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161698 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -22753106.000000 Penalty: 5950.006836
	Iteration 17Q: 3 clusters Score -2.275311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161704 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22753134.000000 Penalty: 5950.006836
	Iteration 18Q: 3 clusters Score -2.275313e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161709 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22753158.000000 Penalty: 5950.006836
	Iteration 19Q: 3 clusters Score -2.275316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161708 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22753174.000000 Penalty: 5950.006836
	Iteration 20F: 3 clusters Score -2.275317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161709 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22753172.000000 Penalty: 5950.006836
	Iteration 21Q: 3 clusters Score -2.275317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161713 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22753188.000000 Penalty: 5950.006836
	Iteration 22Q: 3 clusters Score -2.275319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161713 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22753194.000000 Penalty: 5950.006836
	Iteration 23Q: 3 clusters Score -2.275319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161710 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22753194.000000 Penalty: 5950.006836
	Iteration 24Q: 3 clusters Score -2.275319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161708 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22753208.000000 Penalty: 5950.006836
	Iteration 25Q: 3 clusters Score -2.275321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161707 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -22753216.000000 Penalty: 5950.006836
	Iteration 26Q: 3 clusters Score -2.275322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161704 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22753218.000000 Penalty: 5950.006836
	Iteration 27Q: 3 clusters Score -2.275322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161705 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22753208.000000 Penalty: 5950.006836
	Iteration 28Q: 3 clusters Score -2.275321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161706 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22753218.000000 Penalty: 5950.006836
	Iteration 29Q: 3 clusters Score -2.275322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161706 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22753218.000000 Penalty: 5950.006836
	Iteration 30Q: 3 clusters Score -2.275322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161705 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22753224.000000 Penalty: 5950.006836
	Iteration 31Q: 3 clusters Score -2.275322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161703 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22753228.000000 Penalty: 5950.006836
	Iteration 32Q: 3 clusters Score -2.275323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161699 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22753254.000000 Penalty: 5950.006836
	Iteration 33Q: 3 clusters Score -2.275325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161702 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22753240.000000 Penalty: 5950.006836
	Iteration 34Q: 3 clusters Score -2.275324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161702 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22753240.000000 Penalty: 5950.006836
	Iteration 35Q: 3 clusters Score -2.275324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161706 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22753248.000000 Penalty: 5950.006836
	Iteration 36Q: 3 clusters Score -2.275325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161709 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22753260.000000 Penalty: 5950.006836
	Iteration 37Q: 3 clusters Score -2.275326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161713 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22753280.000000 Penalty: 5950.006836
	Iteration 38Q: 3 clusters Score -2.275328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161713 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22753270.000000 Penalty: 5950.006836
	Iteration 39Q: 3 clusters Score -2.275327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161715 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22753268.000000 Penalty: 5950.006836
	Iteration 40F: 3 clusters Score -2.275327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161716 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22753272.000000 Penalty: 5950.006836
	Iteration 41Q: 3 clusters Score -2.275327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161716 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22753272.000000 Penalty: 5950.006836
	Iteration 42F: 3 clusters Score -2.275327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Entering Unmasked Estep 
Score: -8649353.000000 Penalty: 2730.890137
	Iteration 0F: 2 clusters Score -8649353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -8608543.000000 Penalty: 5461.780273
	Iteration 0F: 3 clusters Score -8608543 nChanged 28299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -8624323.000000 Penalty: 5461.780273
	Iteration 1F: 3 clusters Score -8624323 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -8624768.000000 Penalty: 5461.780273
	Iteration 2Q: 3 clusters Score -8624768 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -8625200.000000 Penalty: 5461.780273
	Iteration 3Q: 3 clusters Score -8625200 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -8625656.000000 Penalty: 5461.780273
	Iteration 4Q: 3 clusters Score -8625656 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -8626188.000000 Penalty: 5461.780273
	Iteration 5Q: 3 clusters Score -8626188 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -8626902.000000 Penalty: 5461.780273
	Iteration 6Q: 3 clusters Score -8626902 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -8627896.000000 Penalty: 5461.780273
	Iteration 7Q: 3 clusters Score -8627896 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -8629591.000000 Penalty: 5461.780273
	Iteration 8F: 3 clusters Score -8629591 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -8632389.000000 Penalty: 5461.780273
	Iteration 9F: 3 clusters Score -8632389 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -8636183.000000 Penalty: 5461.780273
	Iteration 10F: 3 clusters Score -8636183 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -8640001.000000 Penalty: 5461.780273
	Iteration 11F: 3 clusters Score -8640001 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -8643185.000000 Penalty: 5461.780273
	Iteration 12F: 3 clusters Score -8643185 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -8644995.000000 Penalty: 5461.780273
	Iteration 13Q: 3 clusters Score -8644995 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -8645983.000000 Penalty: 5461.780273
	Iteration 14Q: 3 clusters Score -8645983 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -8646443.000000 Penalty: 5461.780273
	Iteration 15Q: 3 clusters Score -8646443 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -8646675.000000 Penalty: 5461.780273
	Iteration 16Q: 3 clusters Score -8646675 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -8646791.000000 Penalty: 5461.780273
	Iteration 17Q: 3 clusters Score -8646791 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -8646889.000000 Penalty: 5461.780273
	Iteration 18Q: 3 clusters Score -8646889 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -8646942.000000 Penalty: 5461.780273
	Iteration 19Q: 3 clusters Score -8646942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -8646979.000000 Penalty: 5461.780273
	Iteration 20F: 3 clusters Score -8646979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -8646996.000000 Penalty: 5461.780273
	Iteration 21Q: 3 clusters Score -8646996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -8647012.000000 Penalty: 5461.780273
	Iteration 22Q: 3 clusters Score -8647012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -8647027.000000 Penalty: 5461.780273
	Iteration 23Q: 3 clusters Score -8647027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 60167 members 
Entering Unmasked Estep 
Score: -8647037.000000 Penalty: 5461.780273
	Iteration 24Q: 3 clusters Score -8647037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -8647043.000000 Penalty: 5461.780273
	Iteration 25Q: 3 clusters Score -8647043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -8647043.000000 Penalty: 5461.780273
	Iteration 26Q: 3 clusters Score -8647043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -8647045.000000 Penalty: 5461.780273
	Iteration 27Q: 3 clusters Score -8647045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -8647051.000000 Penalty: 5461.780273
	Iteration 28Q: 3 clusters Score -8647051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -8647051.000000 Penalty: 5461.780273
	Iteration 29Q: 3 clusters Score -8647051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -8647051.000000 Penalty: 5461.780273
	Iteration 30Q: 3 clusters Score -8647051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -8647051.000000 Penalty: 5461.780273
	Iteration 31F: 3 clusters Score -8647051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Entering Unmasked Estep 
Score: -1714316.500000 Penalty: 2333.458984
	Iteration 0F: 2 clusters Score -1714316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1705341.500000 Penalty: 4666.917969
	Iteration 0F: 3 clusters Score -1705342 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1707955.375000 Penalty: 4666.917969
	Iteration 1F: 3 clusters Score -1707955 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1708305.250000 Penalty: 4666.917969
	Iteration 2F: 3 clusters Score -1708305 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1708584.875000 Penalty: 4666.917969
	Iteration 3F: 3 clusters Score -1708585 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1708844.000000 Penalty: 4666.917969
	Iteration 4Q: 3 clusters Score -1708844 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1709071.000000 Penalty: 4666.917969
	Iteration 5Q: 3 clusters Score -1709071 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1709265.875000 Penalty: 4666.917969
	Iteration 6Q: 3 clusters Score -1709266 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1709454.250000 Penalty: 4666.917969
	Iteration 7Q: 3 clusters Score -1709454 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1709669.000000 Penalty: 4666.917969
	Iteration 8Q: 3 clusters Score -1709669 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1709951.125000 Penalty: 4666.917969
	Iteration 9Q: 3 clusters Score -1709951 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1710282.000000 Penalty: 4666.917969
	Iteration 10Q: 3 clusters Score -1710282 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1710640.250000 Penalty: 4666.917969
	Iteration 11Q: 3 clusters Score -1710640 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1711084.500000 Penalty: 4666.917969
	Iteration 12Q: 3 clusters Score -1711084 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1711458.000000 Penalty: 4666.917969
	Iteration 13Q: 3 clusters Score -1711458 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1711734.250000 Penalty: 4666.917969
	Iteration 14Q: 3 clusters Score -1711734 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1711935.000000 Penalty: 4666.917969
	Iteration 15Q: 3 clusters Score -1711935 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1712070.375000 Penalty: 4666.917969
	Iteration 16Q: 3 clusters Score -1712070 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1712146.875000 Penalty: 4666.917969
	Iteration 17Q: 3 clusters Score -1712147 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1712210.625000 Penalty: 4666.917969
	Iteration 18Q: 3 clusters Score -1712211 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1712242.875000 Penalty: 4666.917969
	Iteration 19Q: 3 clusters Score -1712243 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1712287.250000 Penalty: 4666.917969
	Iteration 20F: 3 clusters Score -1712287 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1712324.500000 Penalty: 4666.917969
	Iteration 21Q: 3 clusters Score -1712324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1712363.625000 Penalty: 4666.917969
	Iteration 22Q: 3 clusters Score -1712364 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1712402.375000 Penalty: 4666.917969
	Iteration 23Q: 3 clusters Score -1712402 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1712440.250000 Penalty: 4666.917969
	Iteration 24Q: 3 clusters Score -1712440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1712475.000000 Penalty: 4666.917969
	Iteration 25Q: 3 clusters Score -1712475 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1712523.625000 Penalty: 4666.917969
	Iteration 26Q: 3 clusters Score -1712524 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1712577.875000 Penalty: 4666.917969
	Iteration 27Q: 3 clusters Score -1712578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1712629.250000 Penalty: 4666.917969
	Iteration 28Q: 3 clusters Score -1712629 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1712678.625000 Penalty: 4666.917969
	Iteration 29Q: 3 clusters Score -1712679 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1712711.000000 Penalty: 4666.917969
	Iteration 30Q: 3 clusters Score -1712711 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1712727.125000 Penalty: 4666.917969
	Iteration 31Q: 3 clusters Score -1712727 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1712754.375000 Penalty: 4666.917969
	Iteration 32Q: 3 clusters Score -1712754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1712773.250000 Penalty: 4666.917969
	Iteration 33Q: 3 clusters Score -1712773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1712799.000000 Penalty: 4666.917969
	Iteration 34Q: 3 clusters Score -1712799 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1712817.875000 Penalty: 4666.917969
	Iteration 35Q: 3 clusters Score -1712818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1712834.875000 Penalty: 4666.917969
	Iteration 36Q: 3 clusters Score -1712835 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1712857.875000 Penalty: 4666.917969
	Iteration 37Q: 3 clusters Score -1712858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1712878.125000 Penalty: 4666.917969
	Iteration 38Q: 3 clusters Score -1712878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1712897.125000 Penalty: 4666.917969
	Iteration 39Q: 3 clusters Score -1712897 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1712917.625000 Penalty: 4666.917969
	Iteration 40F: 3 clusters Score -1712918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1712921.875000 Penalty: 4666.917969
	Iteration 41Q: 3 clusters Score -1712922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1712930.250000 Penalty: 4666.917969
	Iteration 42Q: 3 clusters Score -1712930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1712940.500000 Penalty: 4666.917969
	Iteration 43Q: 3 clusters Score -1712940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1712948.750000 Penalty: 4666.917969
	Iteration 44Q: 3 clusters Score -1712949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1712952.125000 Penalty: 4666.917969
	Iteration 45Q: 3 clusters Score -1712952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1712953.500000 Penalty: 4666.917969
	Iteration 46Q: 3 clusters Score -1712954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1712961.375000 Penalty: 4666.917969
	Iteration 47Q: 3 clusters Score -1712961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1712968.000000 Penalty: 4666.917969
	Iteration 48Q: 3 clusters Score -1712968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1712974.500000 Penalty: 4666.917969
	Iteration 49Q: 3 clusters Score -1712974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1712977.500000 Penalty: 4666.917969
	Iteration 50Q: 3 clusters Score -1712978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1712976.625000 Penalty: 4666.917969
	Iteration 51Q: 3 clusters Score -1712977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1712980.500000 Penalty: 4666.917969
	Iteration 52Q: 3 clusters Score -1712980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1712981.500000 Penalty: 4666.917969
	Iteration 53Q: 3 clusters Score -1712982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1712988.375000 Penalty: 4666.917969
	Iteration 54Q: 3 clusters Score -1712988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1712993.750000 Penalty: 4666.917969
	Iteration 55Q: 3 clusters Score -1712994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1712996.750000 Penalty: 4666.917969
	Iteration 56Q: 3 clusters Score -1712997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1713001.250000 Penalty: 4666.917969
	Iteration 57Q: 3 clusters Score -1713001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1713008.250000 Penalty: 4666.917969
	Iteration 58Q: 3 clusters Score -1713008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1713008.000000 Penalty: 4666.917969
	Iteration 59Q: 3 clusters Score -1713008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1713015.000000 Penalty: 4666.917969
	Iteration 60F: 3 clusters Score -1713015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1713020.250000 Penalty: 4666.917969
	Iteration 61Q: 3 clusters Score -1713020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1713026.625000 Penalty: 4666.917969
	Iteration 62Q: 3 clusters Score -1713027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1713030.750000 Penalty: 4666.917969
	Iteration 63Q: 3 clusters Score -1713031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1713039.500000 Penalty: 4666.917969
	Iteration 64Q: 3 clusters Score -1713040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1713044.625000 Penalty: 4666.917969
	Iteration 65Q: 3 clusters Score -1713045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1713041.500000 Penalty: 4666.917969
	Iteration 66Q: 3 clusters Score -1713042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1713043.750000 Penalty: 4666.917969
	Iteration 67Q: 3 clusters Score -1713044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1713045.000000 Penalty: 4666.917969
	Iteration 68Q: 3 clusters Score -1713045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1713046.250000 Penalty: 4666.917969
	Iteration 69Q: 3 clusters Score -1713046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1713048.375000 Penalty: 4666.917969
	Iteration 70Q: 3 clusters Score -1713048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1713050.125000 Penalty: 4666.917969
	Iteration 71Q: 3 clusters Score -1713050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1713052.500000 Penalty: 4666.917969
	Iteration 72Q: 3 clusters Score -1713052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1713050.375000 Penalty: 4666.917969
	Iteration 73Q: 3 clusters Score -1713050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1713054.250000 Penalty: 4666.917969
	Iteration 74Q: 3 clusters Score -1713054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1713054.500000 Penalty: 4666.917969
	Iteration 75Q: 3 clusters Score -1713054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1713051.250000 Penalty: 4666.917969
	Iteration 76Q: 3 clusters Score -1713051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1713051.250000 Penalty: 4666.917969
	Iteration 77Q: 3 clusters Score -1713051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1713051.250000 Penalty: 4666.917969
	Iteration 78Q: 3 clusters Score -1713051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1713051.625000 Penalty: 4666.917969
	Iteration 79Q: 3 clusters Score -1713052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1713049.625000 Penalty: 4666.917969
	Iteration 80F: 3 clusters Score -1713050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1713054.875000 Penalty: 4666.917969
	Iteration 81Q: 3 clusters Score -1713055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1713061.625000 Penalty: 4666.917969
	Iteration 82Q: 3 clusters Score -1713062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1713064.875000 Penalty: 4666.917969
	Iteration 83Q: 3 clusters Score -1713065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1713067.500000 Penalty: 4666.917969
	Iteration 84Q: 3 clusters Score -1713068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1713069.500000 Penalty: 4666.917969
	Iteration 85Q: 3 clusters Score -1713070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1713072.250000 Penalty: 4666.917969
	Iteration 86Q: 3 clusters Score -1713072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1713073.375000 Penalty: 4666.917969
	Iteration 87Q: 3 clusters Score -1713073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1713074.375000 Penalty: 4666.917969
	Iteration 88Q: 3 clusters Score -1713074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1713073.000000 Penalty: 4666.917969
	Iteration 89Q: 3 clusters Score -1713073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1713077.125000 Penalty: 4666.917969
	Iteration 90Q: 3 clusters Score -1713077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1713075.500000 Penalty: 4666.917969
	Iteration 91Q: 3 clusters Score -1713076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1713076.875000 Penalty: 4666.917969
	Iteration 92Q: 3 clusters Score -1713077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1713077.625000 Penalty: 4666.917969
	Iteration 93Q: 3 clusters Score -1713078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1713077.875000 Penalty: 4666.917969
	Iteration 94Q: 3 clusters Score -1713078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1713077.750000 Penalty: 4666.917969
	Iteration 95Q: 3 clusters Score -1713078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1713077.375000 Penalty: 4666.917969
	Iteration 96Q: 3 clusters Score -1713077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1713075.250000 Penalty: 4666.917969
	Iteration 97Q: 3 clusters Score -1713075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1713076.000000 Penalty: 4666.917969
	Iteration 98Q: 3 clusters Score -1713076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1713082.375000 Penalty: 4666.917969
	Iteration 99Q: 3 clusters Score -1713082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1713078.500000 Penalty: 4666.917969
	Iteration 100F: 3 clusters Score -1713078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1713078.625000 Penalty: 4666.917969
	Iteration 101Q: 3 clusters Score -1713079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1713080.000000 Penalty: 4666.917969
	Iteration 102Q: 3 clusters Score -1713080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1713077.250000 Penalty: 4666.917969
	Iteration 103Q: 3 clusters Score -1713077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1713077.250000 Penalty: 4666.917969
	Iteration 104F: 3 clusters Score -1713077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Entering Unmasked Estep 
Score: -5152911.000000 Penalty: 2601.960205
	Iteration 0F: 2 clusters Score -5152911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -5128460.000000 Penalty: 5203.920410
	Iteration 0F: 3 clusters Score -5128460 nChanged 16465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -5137300.000000 Penalty: 5203.920410
	Iteration 1F: 3 clusters Score -5137300 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -5137824.000000 Penalty: 5203.920410
	Iteration 2Q: 3 clusters Score -5137824 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -5138281.500000 Penalty: 5203.920410
	Iteration 3Q: 3 clusters Score -5138282 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -5138781.500000 Penalty: 5203.920410
	Iteration 4Q: 3 clusters Score -5138782 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -5139377.500000 Penalty: 5203.920410
	Iteration 5Q: 3 clusters Score -5139378 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -5140084.000000 Penalty: 5203.920410
	Iteration 6Q: 3 clusters Score -5140084 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -5140910.500000 Penalty: 5203.920410
	Iteration 7Q: 3 clusters Score -5140910 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -5142019.500000 Penalty: 5203.920410
	Iteration 8F: 3 clusters Score -5142020 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -5143460.500000 Penalty: 5203.920410
	Iteration 9F: 3 clusters Score -5143460 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -5145133.000000 Penalty: 5203.920410
	Iteration 10F: 3 clusters Score -5145133 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -5146536.000000 Penalty: 5203.920410
	Iteration 11F: 3 clusters Score -5146536 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -5147274.000000 Penalty: 5203.920410
	Iteration 12Q: 3 clusters Score -5147274 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -5147563.000000 Penalty: 5203.920410
	Iteration 13Q: 3 clusters Score -5147563 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5147750.000000 Penalty: 5203.920410
	Iteration 14Q: 3 clusters Score -5147750 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5147861.500000 Penalty: 5203.920410
	Iteration 15Q: 3 clusters Score -5147862 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -5147950.000000 Penalty: 5203.920410
	Iteration 16Q: 3 clusters Score -5147950 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -5148014.500000 Penalty: 5203.920410
	Iteration 17Q: 3 clusters Score -5148014 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -5148098.000000 Penalty: 5203.920410
	Iteration 18Q: 3 clusters Score -5148098 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -5148153.000000 Penalty: 5203.920410
	Iteration 19Q: 3 clusters Score -5148153 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -5148212.000000 Penalty: 5203.920410
	Iteration 20F: 3 clusters Score -5148212 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -5148283.000000 Penalty: 5203.920410
	Iteration 21Q: 3 clusters Score -5148283 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -5148359.500000 Penalty: 5203.920410
	Iteration 22Q: 3 clusters Score -5148360 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -5148450.500000 Penalty: 5203.920410
	Iteration 23Q: 3 clusters Score -5148450 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -5148516.000000 Penalty: 5203.920410
	Iteration 24Q: 3 clusters Score -5148516 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -5148594.000000 Penalty: 5203.920410
	Iteration 25Q: 3 clusters Score -5148594 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -5148662.500000 Penalty: 5203.920410
	Iteration 26Q: 3 clusters Score -5148662 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -5148710.500000 Penalty: 5203.920410
	Iteration 27Q: 3 clusters Score -5148710 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -5148758.500000 Penalty: 5203.920410
	Iteration 28Q: 3 clusters Score -5148758 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -5148837.500000 Penalty: 5203.920410
	Iteration 29Q: 3 clusters Score -5148838 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -5148934.500000 Penalty: 5203.920410
	Iteration 30Q: 3 clusters Score -5148934 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -5148986.500000 Penalty: 5203.920410
	Iteration 31Q: 3 clusters Score -5148986 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -5149049.500000 Penalty: 5203.920410
	Iteration 32Q: 3 clusters Score -5149050 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -5149132.000000 Penalty: 5203.920410
	Iteration 33Q: 3 clusters Score -5149132 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -5149214.000000 Penalty: 5203.920410
	Iteration 34Q: 3 clusters Score -5149214 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -5149290.000000 Penalty: 5203.920410
	Iteration 35Q: 3 clusters Score -5149290 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -5149378.500000 Penalty: 5203.920410
	Iteration 36Q: 3 clusters Score -5149378 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -5149441.500000 Penalty: 5203.920410
	Iteration 37Q: 3 clusters Score -5149442 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -5149518.000000 Penalty: 5203.920410
	Iteration 38Q: 3 clusters Score -5149518 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -5149575.500000 Penalty: 5203.920410
	Iteration 39Q: 3 clusters Score -5149576 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -5149648.000000 Penalty: 5203.920410
	Iteration 40F: 3 clusters Score -5149648 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -5149711.500000 Penalty: 5203.920410
	Iteration 41Q: 3 clusters Score -5149712 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -5149784.500000 Penalty: 5203.920410
	Iteration 42Q: 3 clusters Score -5149784 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -5149859.500000 Penalty: 5203.920410
	Iteration 43Q: 3 clusters Score -5149860 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -5149920.500000 Penalty: 5203.920410
	Iteration 44Q: 3 clusters Score -5149920 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -5149981.500000 Penalty: 5203.920410
	Iteration 45Q: 3 clusters Score -5149982 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -5150042.000000 Penalty: 5203.920410
	Iteration 46Q: 3 clusters Score -5150042 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -5150088.000000 Penalty: 5203.920410
	Iteration 47Q: 3 clusters Score -5150088 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -5150103.000000 Penalty: 5203.920410
	Iteration 48Q: 3 clusters Score -5150103 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -5150139.500000 Penalty: 5203.920410
	Iteration 49Q: 3 clusters Score -5150140 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -5150177.500000 Penalty: 5203.920410
	Iteration 50Q: 3 clusters Score -5150178 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -5150237.500000 Penalty: 5203.920410
	Iteration 51Q: 3 clusters Score -5150238 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -5150288.500000 Penalty: 5203.920410
	Iteration 52Q: 3 clusters Score -5150288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -5150324.500000 Penalty: 5203.920410
	Iteration 53Q: 3 clusters Score -5150324 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -5150351.500000 Penalty: 5203.920410
	Iteration 54Q: 3 clusters Score -5150352 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -5150389.000000 Penalty: 5203.920410
	Iteration 55Q: 3 clusters Score -5150389 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -5150419.500000 Penalty: 5203.920410
	Iteration 56Q: 3 clusters Score -5150420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -5150446.000000 Penalty: 5203.920410
	Iteration 57Q: 3 clusters Score -5150446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -5150460.500000 Penalty: 5203.920410
	Iteration 58Q: 3 clusters Score -5150460 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -5150477.000000 Penalty: 5203.920410
	Iteration 59Q: 3 clusters Score -5150477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -5150491.500000 Penalty: 5203.920410
	Iteration 60F: 3 clusters Score -5150492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -5150509.000000 Penalty: 5203.920410
	Iteration 61Q: 3 clusters Score -5150509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -5150500.500000 Penalty: 5203.920410
	Iteration 62Q: 3 clusters Score -5150500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -5150509.500000 Penalty: 5203.920410
	Iteration 63Q: 3 clusters Score -5150510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -5150525.500000 Penalty: 5203.920410
	Iteration 64Q: 3 clusters Score -5150526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -5150533.500000 Penalty: 5203.920410
	Iteration 65Q: 3 clusters Score -5150534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -5150527.500000 Penalty: 5203.920410
	Iteration 66Q: 3 clusters Score -5150528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -5150529.500000 Penalty: 5203.920410
	Iteration 67Q: 3 clusters Score -5150530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -5150538.500000 Penalty: 5203.920410
	Iteration 68Q: 3 clusters Score -5150538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -5150545.500000 Penalty: 5203.920410
	Iteration 69Q: 3 clusters Score -5150546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -5150555.500000 Penalty: 5203.920410
	Iteration 70Q: 3 clusters Score -5150556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -5150558.500000 Penalty: 5203.920410
	Iteration 71Q: 3 clusters Score -5150558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -5150555.500000 Penalty: 5203.920410
	Iteration 72Q: 3 clusters Score -5150556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -5150557.500000 Penalty: 5203.920410
	Iteration 73Q: 3 clusters Score -5150558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -5150562.500000 Penalty: 5203.920410
	Iteration 74Q: 3 clusters Score -5150562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5150562.000000 Penalty: 5203.920410
	Iteration 75Q: 3 clusters Score -5150562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -5150567.500000 Penalty: 5203.920410
	Iteration 76Q: 3 clusters Score -5150568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -5150565.500000 Penalty: 5203.920410
	Iteration 77Q: 3 clusters Score -5150566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -5150569.500000 Penalty: 5203.920410
	Iteration 78Q: 3 clusters Score -5150570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -5150576.500000 Penalty: 5203.920410
	Iteration 79Q: 3 clusters Score -5150576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -5150587.000000 Penalty: 5203.920410
	Iteration 80F: 3 clusters Score -5150587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -5150598.000000 Penalty: 5203.920410
	Iteration 81Q: 3 clusters Score -5150598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -5150588.000000 Penalty: 5203.920410
	Iteration 82Q: 3 clusters Score -5150588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -5150594.000000 Penalty: 5203.920410
	Iteration 83Q: 3 clusters Score -5150594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -5150596.500000 Penalty: 5203.920410
	Iteration 84Q: 3 clusters Score -5150596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -5150595.000000 Penalty: 5203.920410
	Iteration 85Q: 3 clusters Score -5150595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -5150603.500000 Penalty: 5203.920410
	Iteration 86Q: 3 clusters Score -5150604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -5150605.500000 Penalty: 5203.920410
	Iteration 87Q: 3 clusters Score -5150606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -5150604.500000 Penalty: 5203.920410
	Iteration 88Q: 3 clusters Score -5150604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -5150614.500000 Penalty: 5203.920410
	Iteration 89Q: 3 clusters Score -5150614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -5150612.000000 Penalty: 5203.920410
	Iteration 90Q: 3 clusters Score -5150612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -5150612.000000 Penalty: 5203.920410
	Iteration 91F: 3 clusters Score -5150612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -206242.031250 Penalty: 1810.851929
	Iteration 0F: 2 clusters Score -206242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -203954.578125 Penalty: 3621.703857
	Iteration 0F: 3 clusters Score -203954.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -204356.671875 Penalty: 3621.703857
	Iteration 1F: 3 clusters Score -204356.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -204517.078125 Penalty: 3621.703857
	Iteration 2F: 3 clusters Score -204517.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -204655.687500 Penalty: 3621.703857
	Iteration 3Q: 3 clusters Score -204655.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -204874.109375 Penalty: 3621.703857
	Iteration 4Q: 3 clusters Score -204874.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -205041.562500 Penalty: 3621.703857
	Iteration 5Q: 3 clusters Score -205041.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -205182.265625 Penalty: 3621.703857
	Iteration 6F: 3 clusters Score -205182.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -205287.515625 Penalty: 3621.703857
	Iteration 7Q: 3 clusters Score -205287.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -205366.046875 Penalty: 3621.703857
	Iteration 8Q: 3 clusters Score -205366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -205428.187500 Penalty: 3621.703857
	Iteration 9Q: 3 clusters Score -205428.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -205466.453125 Penalty: 3621.703857
	Iteration 10Q: 3 clusters Score -205466.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -205500.015625 Penalty: 3621.703857
	Iteration 11Q: 3 clusters Score -205500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -205533.140625 Penalty: 3621.703857
	Iteration 12Q: 3 clusters Score -205533.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -205554.015625 Penalty: 3621.703857
	Iteration 13Q: 3 clusters Score -205554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -205567.500000 Penalty: 3621.703857
	Iteration 14Q: 3 clusters Score -205567.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -205575.312500 Penalty: 3621.703857
	Iteration 15Q: 3 clusters Score -205575.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -205585.781250 Penalty: 3621.703857
	Iteration 16Q: 3 clusters Score -205585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -205592.984375 Penalty: 3621.703857
	Iteration 17Q: 3 clusters Score -205593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -205599.062500 Penalty: 3621.703857
	Iteration 18Q: 3 clusters Score -205599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -205603.484375 Penalty: 3621.703857
	Iteration 19Q: 3 clusters Score -205603.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -205606.843750 Penalty: 3621.703857
	Iteration 20F: 3 clusters Score -205606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -205612.734375 Penalty: 3621.703857
	Iteration 21Q: 3 clusters Score -205612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -205613.906250 Penalty: 3621.703857
	Iteration 22Q: 3 clusters Score -205613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -205613.906250 Penalty: 3621.703857
	Iteration 23F: 3 clusters Score -205613.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -21802.949219 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -21802.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20836.041016 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -20836.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21015.244141 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -21015.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21092.496094 Penalty: 2625.479248
	Iteration 2F: 3 clusters Score -21092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21109.044922 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -21109.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21130.451172 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -21130.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21141.035156 Penalty: 2625.479248
	Iteration 5Q: 3 clusters Score -21141.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21149.681641 Penalty: 2625.479248
	Iteration 6Q: 3 clusters Score -21149.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21149.681641 Penalty: 2625.479248
	Iteration 7F: 3 clusters Score -21149.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (110367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Entering Unmasked Estep 
Score: -15674094.000000 Penalty: 2879.668457
	Iteration 0F: 2 clusters Score -1.567409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -15601092.000000 Penalty: 5759.336914
	Iteration 0F: 3 clusters Score -1.560109e+07 nChanged 52271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -15630810.000000 Penalty: 5759.336914
	Iteration 1F: 3 clusters Score -1.563081e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -15631947.000000 Penalty: 5759.336914
	Iteration 2Q: 3 clusters Score -1.563195e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -15633695.000000 Penalty: 5759.336914
	Iteration 3Q: 3 clusters Score -1.56337e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -15637054.000000 Penalty: 5759.336914
	Iteration 4F: 3 clusters Score -1.563705e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -15643024.000000 Penalty: 5759.336914
	Iteration 5F: 3 clusters Score -1.564302e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -15652136.000000 Penalty: 5759.336914
	Iteration 6F: 3 clusters Score -1.565214e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -15661428.000000 Penalty: 5759.336914
	Iteration 7F: 3 clusters Score -1.566143e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -15667416.000000 Penalty: 5759.336914
	Iteration 8F: 3 clusters Score -1.566742e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108376 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -15670019.000000 Penalty: 5759.336914
	Iteration 9Q: 3 clusters Score -1.567002e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109349 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -15670914.000000 Penalty: 5759.336914
	Iteration 10Q: 3 clusters Score -1.567091e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109667 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -15671285.000000 Penalty: 5759.336914
	Iteration 11Q: 3 clusters Score -1.567128e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -15671393.000000 Penalty: 5759.336914
	Iteration 12Q: 3 clusters Score -1.567139e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109817 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -15671485.000000 Penalty: 5759.336914
	Iteration 13Q: 3 clusters Score -1.567148e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109829 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -15671544.000000 Penalty: 5759.336914
	Iteration 14Q: 3 clusters Score -1.567154e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109834 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15671564.000000 Penalty: 5759.336914
	Iteration 15Q: 3 clusters Score -1.567156e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109836 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -15671582.000000 Penalty: 5759.336914
	Iteration 16Q: 3 clusters Score -1.567158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109845 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -15671608.000000 Penalty: 5759.336914
	Iteration 17Q: 3 clusters Score -1.567161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109853 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15671627.000000 Penalty: 5759.336914
	Iteration 18Q: 3 clusters Score -1.567163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -15671640.000000 Penalty: 5759.336914
	Iteration 19Q: 3 clusters Score -1.567164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109860 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -15671634.000000 Penalty: 5759.336914
	Iteration 20F: 3 clusters Score -1.567163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109869 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -15671675.000000 Penalty: 5759.336914
	Iteration 21Q: 3 clusters Score -1.567168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109874 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15671690.000000 Penalty: 5759.336914
	Iteration 22Q: 3 clusters Score -1.567169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -15671728.000000 Penalty: 5759.336914
	Iteration 23Q: 3 clusters Score -1.567173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109874 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15671732.000000 Penalty: 5759.336914
	Iteration 24Q: 3 clusters Score -1.567173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109874 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15671745.000000 Penalty: 5759.336914
	Iteration 25Q: 3 clusters Score -1.567174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -15671725.000000 Penalty: 5759.336914
	Iteration 26Q: 3 clusters Score -1.567172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15671744.000000 Penalty: 5759.336914
	Iteration 27Q: 3 clusters Score -1.567174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109881 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -15671761.000000 Penalty: 5759.336914
	Iteration 28Q: 3 clusters Score -1.567176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109882 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -15671755.000000 Penalty: 5759.336914
	Iteration 29Q: 3 clusters Score -1.567176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109883 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -15671760.000000 Penalty: 5759.336914
	Iteration 30Q: 3 clusters Score -1.567176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109882 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -15671756.000000 Penalty: 5759.336914
	Iteration 31Q: 3 clusters Score -1.567176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109881 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -15671758.000000 Penalty: 5759.336914
	Iteration 32Q: 3 clusters Score -1.567176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15671755.000000 Penalty: 5759.336914
	Iteration 33Q: 3 clusters Score -1.567176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15671755.000000 Penalty: 5759.336914
	Iteration 34F: 3 clusters Score -1.567176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (115882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115882 members 
Entering Unmasked Estep 
Score: -16538121.000000 Penalty: 2891.761230
	Iteration 0F: 2 clusters Score -1.653812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -16461752.000000 Penalty: 5783.522461
	Iteration 0F: 3 clusters Score -1.646175e+07 nChanged 54658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -16492821.000000 Penalty: 5783.522461
	Iteration 1F: 3 clusters Score -1.649282e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -16493652.000000 Penalty: 5783.522461
	Iteration 2Q: 3 clusters Score -1.649365e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57798 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -16494394.000000 Penalty: 5783.522461
	Iteration 3Q: 3 clusters Score -1.649439e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -16495241.000000 Penalty: 5783.522461
	Iteration 4Q: 3 clusters Score -1.649524e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -16496015.000000 Penalty: 5783.522461
	Iteration 5Q: 3 clusters Score -1.649602e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -16496984.000000 Penalty: 5783.522461
	Iteration 6Q: 3 clusters Score -1.649698e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -16497934.000000 Penalty: 5783.522461
	Iteration 7Q: 3 clusters Score -1.649793e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -16499343.000000 Penalty: 5783.522461
	Iteration 8Q: 3 clusters Score -1.649934e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -16500892.000000 Penalty: 5783.522461
	Iteration 9Q: 3 clusters Score -1.650089e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -16502928.000000 Penalty: 5783.522461
	Iteration 10Q: 3 clusters Score -1.650293e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -16505522.000000 Penalty: 5783.522461
	Iteration 11Q: 3 clusters Score -1.650552e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -16508489.000000 Penalty: 5783.522461
	Iteration 12Q: 3 clusters Score -1.650849e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -16512366.000000 Penalty: 5783.522461
	Iteration 13Q: 3 clusters Score -1.651237e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -16516060.000000 Penalty: 5783.522461
	Iteration 14Q: 3 clusters Score -1.651606e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -16518703.000000 Penalty: 5783.522461
	Iteration 15Q: 3 clusters Score -1.65187e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -16520175.000000 Penalty: 5783.522461
	Iteration 16Q: 3 clusters Score -1.652018e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -16520924.000000 Penalty: 5783.522461
	Iteration 17Q: 3 clusters Score -1.652092e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -16521617.000000 Penalty: 5783.522461
	Iteration 18Q: 3 clusters Score -1.652162e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -16522233.000000 Penalty: 5783.522461
	Iteration 19Q: 3 clusters Score -1.652223e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -16522867.000000 Penalty: 5783.522461
	Iteration 20F: 3 clusters Score -1.652287e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -16523545.000000 Penalty: 5783.522461
	Iteration 21Q: 3 clusters Score -1.652354e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 83607 members 
Entering Unmasked Estep 
Score: -16524183.000000 Penalty: 5783.522461
	Iteration 22Q: 3 clusters Score -1.652418e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -16524958.000000 Penalty: 5783.522461
	Iteration 23Q: 3 clusters Score -1.652496e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -16525648.000000 Penalty: 5783.522461
	Iteration 24Q: 3 clusters Score -1.652565e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -16526235.000000 Penalty: 5783.522461
	Iteration 25Q: 3 clusters Score -1.652624e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -16526860.000000 Penalty: 5783.522461
	Iteration 26Q: 3 clusters Score -1.652686e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -16527439.000000 Penalty: 5783.522461
	Iteration 27Q: 3 clusters Score -1.652744e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -16527953.000000 Penalty: 5783.522461
	Iteration 28Q: 3 clusters Score -1.652795e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -16528423.000000 Penalty: 5783.522461
	Iteration 29Q: 3 clusters Score -1.652842e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -16528911.000000 Penalty: 5783.522461
	Iteration 30Q: 3 clusters Score -1.652891e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -16529325.000000 Penalty: 5783.522461
	Iteration 31Q: 3 clusters Score -1.652932e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -16529639.000000 Penalty: 5783.522461
	Iteration 32Q: 3 clusters Score -1.652964e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -16529886.000000 Penalty: 5783.522461
	Iteration 33Q: 3 clusters Score -1.652989e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -16530139.000000 Penalty: 5783.522461
	Iteration 34Q: 3 clusters Score -1.653014e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 97120 members 
Entering Unmasked Estep 
Score: -16530369.000000 Penalty: 5783.522461
	Iteration 35Q: 3 clusters Score -1.653037e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -16530619.000000 Penalty: 5783.522461
	Iteration 36Q: 3 clusters Score -1.653062e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -16530862.000000 Penalty: 5783.522461
	Iteration 37Q: 3 clusters Score -1.653086e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -16531113.000000 Penalty: 5783.522461
	Iteration 38Q: 3 clusters Score -1.653111e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -16531324.000000 Penalty: 5783.522461
	Iteration 39Q: 3 clusters Score -1.653132e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 101322 members 
Entering Unmasked Estep 
Score: -16531431.000000 Penalty: 5783.522461
	Iteration 40F: 3 clusters Score -1.653143e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 102146 members 
Entering Unmasked Estep 
Score: -16531674.000000 Penalty: 5783.522461
	Iteration 41Q: 3 clusters Score -1.653167e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -16531869.000000 Penalty: 5783.522461
	Iteration 42Q: 3 clusters Score -1.653187e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 103742 members 
Entering Unmasked Estep 
Score: -16532075.000000 Penalty: 5783.522461
	Iteration 43Q: 3 clusters Score -1.653208e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 104510 members 
Entering Unmasked Estep 
Score: -16532219.000000 Penalty: 5783.522461
	Iteration 44Q: 3 clusters Score -1.653222e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 105264 members 
Entering Unmasked Estep 
Score: -16532450.000000 Penalty: 5783.522461
	Iteration 45Q: 3 clusters Score -1.653245e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
Score: -16532710.000000 Penalty: 5783.522461
	Iteration 46Q: 3 clusters Score -1.653271e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -16532935.000000 Penalty: 5783.522461
	Iteration 47Q: 3 clusters Score -1.653294e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -16533208.000000 Penalty: 5783.522461
	Iteration 48Q: 3 clusters Score -1.653321e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
Score: -16533446.000000 Penalty: 5783.522461
	Iteration 49Q: 3 clusters Score -1.653345e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 109053 members 
Entering Unmasked Estep 
Score: -16533696.000000 Penalty: 5783.522461
	Iteration 50Q: 3 clusters Score -1.65337e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 109730 members 
Entering Unmasked Estep 
Score: -16533836.000000 Penalty: 5783.522461
	Iteration 51Q: 3 clusters Score -1.653384e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -16534006.000000 Penalty: 5783.522461
	Iteration 52Q: 3 clusters Score -1.653401e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 110866 members 
Entering Unmasked Estep 
Score: -16534184.000000 Penalty: 5783.522461
	Iteration 53Q: 3 clusters Score -1.653418e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 111363 members 
Entering Unmasked Estep 
Score: -16534351.000000 Penalty: 5783.522461
	Iteration 54Q: 3 clusters Score -1.653435e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 111811 members 
Entering Unmasked Estep 
Score: -16534533.000000 Penalty: 5783.522461
	Iteration 55Q: 3 clusters Score -1.653453e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 112228 members 
Entering Unmasked Estep 
Score: -16534698.000000 Penalty: 5783.522461
	Iteration 56Q: 3 clusters Score -1.65347e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 112593 members 
Entering Unmasked Estep 
Score: -16534808.000000 Penalty: 5783.522461
	Iteration 57Q: 3 clusters Score -1.653481e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 112947 members 
Entering Unmasked Estep 
Score: -16534919.000000 Penalty: 5783.522461
	Iteration 58Q: 3 clusters Score -1.653492e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 113234 members 
Entering Unmasked Estep 
Score: -16535023.000000 Penalty: 5783.522461
	Iteration 59Q: 3 clusters Score -1.653502e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 113472 members 
Entering Unmasked Estep 
Score: -16535100.000000 Penalty: 5783.522461
	Iteration 60F: 3 clusters Score -1.65351e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -16535194.000000 Penalty: 5783.522461
	Iteration 61Q: 3 clusters Score -1.653519e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 113863 members 
Entering Unmasked Estep 
Score: -16535256.000000 Penalty: 5783.522461
	Iteration 62Q: 3 clusters Score -1.653526e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 114008 members 
Entering Unmasked Estep 
Score: -16535302.000000 Penalty: 5783.522461
	Iteration 63Q: 3 clusters Score -1.65353e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 114131 members 
Entering Unmasked Estep 
Score: -16535365.000000 Penalty: 5783.522461
	Iteration 64Q: 3 clusters Score -1.653536e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 114214 members 
Entering Unmasked Estep 
Score: -16535394.000000 Penalty: 5783.522461
	Iteration 65Q: 3 clusters Score -1.653539e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 114283 members 
Entering Unmasked Estep 
Score: -16535410.000000 Penalty: 5783.522461
	Iteration 66Q: 3 clusters Score -1.653541e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 114349 members 
Entering Unmasked Estep 
Score: -16535445.000000 Penalty: 5783.522461
	Iteration 67Q: 3 clusters Score -1.653544e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -16535482.000000 Penalty: 5783.522461
	Iteration 68Q: 3 clusters Score -1.653548e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 114448 members 
Entering Unmasked Estep 
Score: -16535487.000000 Penalty: 5783.522461
	Iteration 69Q: 3 clusters Score -1.653549e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 114492 members 
Entering Unmasked Estep 
Score: -16535500.000000 Penalty: 5783.522461
	Iteration 70Q: 3 clusters Score -1.65355e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 114538 members 
Entering Unmasked Estep 
Score: -16535522.000000 Penalty: 5783.522461
	Iteration 71Q: 3 clusters Score -1.653552e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 114578 members 
Entering Unmasked Estep 
Score: -16535529.000000 Penalty: 5783.522461
	Iteration 72Q: 3 clusters Score -1.653553e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 114610 members 
Entering Unmasked Estep 
Score: -16535542.000000 Penalty: 5783.522461
	Iteration 73Q: 3 clusters Score -1.653554e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 114633 members 
Entering Unmasked Estep 
Score: -16535559.000000 Penalty: 5783.522461
	Iteration 74Q: 3 clusters Score -1.653556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 114653 members 
Entering Unmasked Estep 
Score: -16535571.000000 Penalty: 5783.522461
	Iteration 75Q: 3 clusters Score -1.653557e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 114678 members 
Entering Unmasked Estep 
Score: -16535572.000000 Penalty: 5783.522461
	Iteration 76Q: 3 clusters Score -1.653557e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 114710 members 
Entering Unmasked Estep 
Score: -16535582.000000 Penalty: 5783.522461
	Iteration 77Q: 3 clusters Score -1.653558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 114727 members 
Entering Unmasked Estep 
Score: -16535574.000000 Penalty: 5783.522461
	Iteration 78Q: 3 clusters Score -1.653557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 114747 members 
Entering Unmasked Estep 
Score: -16535618.000000 Penalty: 5783.522461
	Iteration 79Q: 3 clusters Score -1.653562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 114754 members 
Entering Unmasked Estep 
Score: -16535607.000000 Penalty: 5783.522461
	Iteration 80F: 3 clusters Score -1.653561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 114763 members 
Entering Unmasked Estep 
Score: -16535618.000000 Penalty: 5783.522461
	Iteration 81Q: 3 clusters Score -1.653562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 114772 members 
Entering Unmasked Estep 
Score: -16535634.000000 Penalty: 5783.522461
	Iteration 82Q: 3 clusters Score -1.653563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -16535630.000000 Penalty: 5783.522461
	Iteration 83Q: 3 clusters Score -1.653563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 114785 members 
Entering Unmasked Estep 
Score: -16535626.000000 Penalty: 5783.522461
	Iteration 84Q: 3 clusters Score -1.653563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 114794 members 
Entering Unmasked Estep 
Score: -16535650.000000 Penalty: 5783.522461
	Iteration 85Q: 3 clusters Score -1.653565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 114803 members 
Entering Unmasked Estep 
Score: -16535656.000000 Penalty: 5783.522461
	Iteration 86Q: 3 clusters Score -1.653566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 114808 members 
Entering Unmasked Estep 
Score: -16535668.000000 Penalty: 5783.522461
	Iteration 87Q: 3 clusters Score -1.653567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 114810 members 
Entering Unmasked Estep 
Score: -16535678.000000 Penalty: 5783.522461
	Iteration 88Q: 3 clusters Score -1.653568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 114816 members 
Entering Unmasked Estep 
Score: -16535666.000000 Penalty: 5783.522461
	Iteration 89Q: 3 clusters Score -1.653567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 114824 members 
Entering Unmasked Estep 
Score: -16535663.000000 Penalty: 5783.522461
	Iteration 90Q: 3 clusters Score -1.653566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 114835 members 
Entering Unmasked Estep 
Score: -16535665.000000 Penalty: 5783.522461
	Iteration 91Q: 3 clusters Score -1.653566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 114843 members 
Entering Unmasked Estep 
Score: -16535668.000000 Penalty: 5783.522461
	Iteration 92Q: 3 clusters Score -1.653567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 114852 members 
Entering Unmasked Estep 
Score: -16535671.000000 Penalty: 5783.522461
	Iteration 93Q: 3 clusters Score -1.653567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 114864 members 
Entering Unmasked Estep 
Score: -16535692.000000 Penalty: 5783.522461
	Iteration 94Q: 3 clusters Score -1.653569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 114870 members 
Entering Unmasked Estep 
Score: -16535691.000000 Penalty: 5783.522461
	Iteration 95Q: 3 clusters Score -1.653569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 114874 members 
Entering Unmasked Estep 
Score: -16535690.000000 Penalty: 5783.522461
	Iteration 96Q: 3 clusters Score -1.653569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -16535708.000000 Penalty: 5783.522461
	Iteration 97Q: 3 clusters Score -1.653571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 114888 members 
Entering Unmasked Estep 
Score: -16535705.000000 Penalty: 5783.522461
	Iteration 98Q: 3 clusters Score -1.65357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 114895 members 
Entering Unmasked Estep 
Score: -16535710.000000 Penalty: 5783.522461
	Iteration 99Q: 3 clusters Score -1.653571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 114904 members 
Entering Unmasked Estep 
Score: -16535729.000000 Penalty: 5783.522461
	Iteration 100F: 3 clusters Score -1.653573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 114917 members 
Entering Unmasked Estep 
Score: -16535740.000000 Penalty: 5783.522461
	Iteration 101Q: 3 clusters Score -1.653574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 114921 members 
Entering Unmasked Estep 
Score: -16535739.000000 Penalty: 5783.522461
	Iteration 102Q: 3 clusters Score -1.653574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 114931 members 
Entering Unmasked Estep 
Score: -16535735.000000 Penalty: 5783.522461
	Iteration 103Q: 3 clusters Score -1.653574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 114936 members 
Entering Unmasked Estep 
Score: -16535750.000000 Penalty: 5783.522461
	Iteration 104Q: 3 clusters Score -1.653575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -16535745.000000 Penalty: 5783.522461
	Iteration 105Q: 3 clusters Score -1.653574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -16535749.000000 Penalty: 5783.522461
	Iteration 106Q: 3 clusters Score -1.653575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 114946 members 
Entering Unmasked Estep 
Score: -16535760.000000 Penalty: 5783.522461
	Iteration 107Q: 3 clusters Score -1.653576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 114949 members 
Entering Unmasked Estep 
Score: -16535749.000000 Penalty: 5783.522461
	Iteration 108Q: 3 clusters Score -1.653575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -16535749.000000 Penalty: 5783.522461
	Iteration 109Q: 3 clusters Score -1.653575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -16535761.000000 Penalty: 5783.522461
	Iteration 110Q: 3 clusters Score -1.653576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 114957 members 
Entering Unmasked Estep 
Score: -16535772.000000 Penalty: 5783.522461
	Iteration 111Q: 3 clusters Score -1.653577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 114960 members 
Entering Unmasked Estep 
Score: -16535761.000000 Penalty: 5783.522461
	Iteration 112Q: 3 clusters Score -1.653576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 114963 members 
Entering Unmasked Estep 
Score: -16535763.000000 Penalty: 5783.522461
	Iteration 113Q: 3 clusters Score -1.653576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 114964 members 
Entering Unmasked Estep 
Score: -16535760.000000 Penalty: 5783.522461
	Iteration 114Q: 3 clusters Score -1.653576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 114965 members 
Entering Unmasked Estep 
Score: -16535762.000000 Penalty: 5783.522461
	Iteration 115Q: 3 clusters Score -1.653576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 114966 members 
Entering Unmasked Estep 
Score: -16535762.000000 Penalty: 5783.522461
	Iteration 116Q: 3 clusters Score -1.653576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 114967 members 
Entering Unmasked Estep 
Score: -16535765.000000 Penalty: 5783.522461
	Iteration 117Q: 3 clusters Score -1.653576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 114968 members 
Entering Unmasked Estep 
Score: -16535768.000000 Penalty: 5783.522461
	Iteration 118Q: 3 clusters Score -1.653577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 114971 members 
Entering Unmasked Estep 
Score: -16535761.000000 Penalty: 5783.522461
	Iteration 119Q: 3 clusters Score -1.653576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 114970 members 
Entering Unmasked Estep 
Score: -16535760.000000 Penalty: 5783.522461
	Iteration 120F: 3 clusters Score -1.653576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 114969 members 
Entering Unmasked Estep 
Score: -16535761.000000 Penalty: 5783.522461
	Iteration 121Q: 3 clusters Score -1.653576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 114969 members 
Entering Unmasked Estep 
Score: -16535761.000000 Penalty: 5783.522461
	Iteration 122F: 3 clusters Score -1.653576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Entering Unmasked Estep 
Score: -6051796.500000 Penalty: 2642.152832
	Iteration 0F: 2 clusters Score -6051796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -6023109.500000 Penalty: 5284.305664
	Iteration 0F: 3 clusters Score -6023110 nChanged 19439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -6033858.000000 Penalty: 5284.305664
	Iteration 1F: 3 clusters Score -6033858 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -6034378.500000 Penalty: 5284.305664
	Iteration 2Q: 3 clusters Score -6034378 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -6034897.000000 Penalty: 5284.305664
	Iteration 3Q: 3 clusters Score -6034897 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -6035510.000000 Penalty: 5284.305664
	Iteration 4Q: 3 clusters Score -6035510 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -6036230.500000 Penalty: 5284.305664
	Iteration 5Q: 3 clusters Score -6036230 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -6037144.000000 Penalty: 5284.305664
	Iteration 6Q: 3 clusters Score -6037144 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -6038296.000000 Penalty: 5284.305664
	Iteration 7Q: 3 clusters Score -6038296 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -6039779.500000 Penalty: 5284.305664
	Iteration 8F: 3 clusters Score -6039780 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -6041467.500000 Penalty: 5284.305664
	Iteration 9F: 3 clusters Score -6041468 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -6043067.000000 Penalty: 5284.305664
	Iteration 10F: 3 clusters Score -6043067 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -6044186.500000 Penalty: 5284.305664
	Iteration 11Q: 3 clusters Score -6044186 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -6044950.500000 Penalty: 5284.305664
	Iteration 12Q: 3 clusters Score -6044950 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -6045410.500000 Penalty: 5284.305664
	Iteration 13Q: 3 clusters Score -6045410 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -6045747.500000 Penalty: 5284.305664
	Iteration 14Q: 3 clusters Score -6045748 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -6046032.000000 Penalty: 5284.305664
	Iteration 15Q: 3 clusters Score -6046032 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -6046288.000000 Penalty: 5284.305664
	Iteration 16Q: 3 clusters Score -6046288 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -6046578.000000 Penalty: 5284.305664
	Iteration 17Q: 3 clusters Score -6046578 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -6046857.500000 Penalty: 5284.305664
	Iteration 18Q: 3 clusters Score -6046858 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -6047128.000000 Penalty: 5284.305664
	Iteration 19Q: 3 clusters Score -6047128 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -6047362.500000 Penalty: 5284.305664
	Iteration 20F: 3 clusters Score -6047362 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -6047651.500000 Penalty: 5284.305664
	Iteration 21Q: 3 clusters Score -6047652 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -6047882.500000 Penalty: 5284.305664
	Iteration 22Q: 3 clusters Score -6047882 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -6048164.000000 Penalty: 5284.305664
	Iteration 23Q: 3 clusters Score -6048164 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -6048448.500000 Penalty: 5284.305664
	Iteration 24Q: 3 clusters Score -6048448 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -6048711.000000 Penalty: 5284.305664
	Iteration 25Q: 3 clusters Score -6048711 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -6048921.000000 Penalty: 5284.305664
	Iteration 26Q: 3 clusters Score -6048921 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -6049071.500000 Penalty: 5284.305664
	Iteration 27Q: 3 clusters Score -6049072 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -6049198.000000 Penalty: 5284.305664
	Iteration 28Q: 3 clusters Score -6049198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -6049294.500000 Penalty: 5284.305664
	Iteration 29Q: 3 clusters Score -6049294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -6049363.500000 Penalty: 5284.305664
	Iteration 30Q: 3 clusters Score -6049364 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -6049422.000000 Penalty: 5284.305664
	Iteration 31Q: 3 clusters Score -6049422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -6049472.500000 Penalty: 5284.305664
	Iteration 32Q: 3 clusters Score -6049472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -6049505.000000 Penalty: 5284.305664
	Iteration 33Q: 3 clusters Score -6049505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -6049533.500000 Penalty: 5284.305664
	Iteration 34Q: 3 clusters Score -6049534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -6049557.500000 Penalty: 5284.305664
	Iteration 35Q: 3 clusters Score -6049558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -6049567.500000 Penalty: 5284.305664
	Iteration 36Q: 3 clusters Score -6049568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -6049585.500000 Penalty: 5284.305664
	Iteration 37Q: 3 clusters Score -6049586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -6049599.500000 Penalty: 5284.305664
	Iteration 38Q: 3 clusters Score -6049600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -6049607.500000 Penalty: 5284.305664
	Iteration 39Q: 3 clusters Score -6049608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -6049615.000000 Penalty: 5284.305664
	Iteration 40F: 3 clusters Score -6049615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -6049625.000000 Penalty: 5284.305664
	Iteration 41Q: 3 clusters Score -6049625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -6049630.000000 Penalty: 5284.305664
	Iteration 42Q: 3 clusters Score -6049630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -6049623.500000 Penalty: 5284.305664
	Iteration 43Q: 3 clusters Score -6049624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -6049626.500000 Penalty: 5284.305664
	Iteration 44Q: 3 clusters Score -6049626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -6049628.500000 Penalty: 5284.305664
	Iteration 45Q: 3 clusters Score -6049628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -6049628.500000 Penalty: 5284.305664
	Iteration 46F: 3 clusters Score -6049628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -264575.468750 Penalty: 1873.604980
	Iteration 0F: 2 clusters Score -264575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -262036.578125 Penalty: 3747.209961
	Iteration 0F: 3 clusters Score -262036.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -262499.500000 Penalty: 3747.209961
	Iteration 1F: 3 clusters Score -262499.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -262614.562500 Penalty: 3747.209961
	Iteration 2F: 3 clusters Score -262614.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -262673.781250 Penalty: 3747.209961
	Iteration 3Q: 3 clusters Score -262673.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -262724.187500 Penalty: 3747.209961
	Iteration 4Q: 3 clusters Score -262724.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -262760.312500 Penalty: 3747.209961
	Iteration 5Q: 3 clusters Score -262760.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -262777.500000 Penalty: 3747.209961
	Iteration 6Q: 3 clusters Score -262777.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -262793.093750 Penalty: 3747.209961
	Iteration 7Q: 3 clusters Score -262793.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -262803.062500 Penalty: 3747.209961
	Iteration 8Q: 3 clusters Score -262803.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -262809.031250 Penalty: 3747.209961
	Iteration 9Q: 3 clusters Score -262809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -262813.218750 Penalty: 3747.209961
	Iteration 10Q: 3 clusters Score -262813.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -262816.312500 Penalty: 3747.209961
	Iteration 11Q: 3 clusters Score -262816.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -262828.093750 Penalty: 3747.209961
	Iteration 12Q: 3 clusters Score -262828.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -262840.812500 Penalty: 3747.209961
	Iteration 13Q: 3 clusters Score -262840.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -262860.093750 Penalty: 3747.209961
	Iteration 14Q: 3 clusters Score -262860.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -262879.812500 Penalty: 3747.209961
	Iteration 15Q: 3 clusters Score -262879.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -262895.312500 Penalty: 3747.209961
	Iteration 16Q: 3 clusters Score -262895.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -262929.937500 Penalty: 3747.209961
	Iteration 17Q: 3 clusters Score -262929.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -262966.000000 Penalty: 3747.209961
	Iteration 18Q: 3 clusters Score -262966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -263012.187500 Penalty: 3747.209961
	Iteration 19Q: 3 clusters Score -263012.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -263044.312500 Penalty: 3747.209961
	Iteration 20F: 3 clusters Score -263044.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -263069.875000 Penalty: 3747.209961
	Iteration 21Q: 3 clusters Score -263069.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -263109.937500 Penalty: 3747.209961
	Iteration 22Q: 3 clusters Score -263109.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -263143.406250 Penalty: 3747.209961
	Iteration 23Q: 3 clusters Score -263143.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -263172.843750 Penalty: 3747.209961
	Iteration 24Q: 3 clusters Score -263172.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -263201.718750 Penalty: 3747.209961
	Iteration 25Q: 3 clusters Score -263201.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -263232.375000 Penalty: 3747.209961
	Iteration 26Q: 3 clusters Score -263232.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -263257.812500 Penalty: 3747.209961
	Iteration 27Q: 3 clusters Score -263257.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -263276.250000 Penalty: 3747.209961
	Iteration 28Q: 3 clusters Score -263276.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -263291.187500 Penalty: 3747.209961
	Iteration 29Q: 3 clusters Score -263291.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -263303.437500 Penalty: 3747.209961
	Iteration 30Q: 3 clusters Score -263303.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -263318.968750 Penalty: 3747.209961
	Iteration 31Q: 3 clusters Score -263319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -263332.375000 Penalty: 3747.209961
	Iteration 32Q: 3 clusters Score -263332.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -263345.062500 Penalty: 3747.209961
	Iteration 33Q: 3 clusters Score -263345.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -263355.093750 Penalty: 3747.209961
	Iteration 34Q: 3 clusters Score -263355.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -263363.687500 Penalty: 3747.209961
	Iteration 35Q: 3 clusters Score -263363.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -263373.156250 Penalty: 3747.209961
	Iteration 36Q: 3 clusters Score -263373.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -263382.468750 Penalty: 3747.209961
	Iteration 37Q: 3 clusters Score -263382.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -263390.468750 Penalty: 3747.209961
	Iteration 38Q: 3 clusters Score -263390.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -263395.375000 Penalty: 3747.209961
	Iteration 39Q: 3 clusters Score -263395.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -263401.656250 Penalty: 3747.209961
	Iteration 40F: 3 clusters Score -263401.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -263407.437500 Penalty: 3747.209961
	Iteration 41Q: 3 clusters Score -263407.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -263414.968750 Penalty: 3747.209961
	Iteration 42Q: 3 clusters Score -263415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -263423.625000 Penalty: 3747.209961
	Iteration 43Q: 3 clusters Score -263423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -263429.343750 Penalty: 3747.209961
	Iteration 44Q: 3 clusters Score -263429.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -263432.593750 Penalty: 3747.209961
	Iteration 45Q: 3 clusters Score -263432.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -263436.531250 Penalty: 3747.209961
	Iteration 46Q: 3 clusters Score -263436.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -263438.687500 Penalty: 3747.209961
	Iteration 47Q: 3 clusters Score -263438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -263440.250000 Penalty: 3747.209961
	Iteration 48Q: 3 clusters Score -263440.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -263440.250000 Penalty: 3747.209961
	Iteration 49F: 3 clusters Score -263440.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159270 members 
Entering Unmasked Estep 
Score: -22364686.000000 Penalty: 2970.632324
	Iteration 0F: 2 clusters Score -2.236469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 79443 members 
Entering Unmasked Estep 
Score: -22260700.000000 Penalty: 5941.264648
	Iteration 0F: 3 clusters Score -2.22607e+07 nChanged 76169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83902 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -22305100.000000 Penalty: 5941.264648
	Iteration 1F: 3 clusters Score -2.23051e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -22306148.000000 Penalty: 5941.264648
	Iteration 2Q: 3 clusters Score -2.230615e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -22307992.000000 Penalty: 5941.264648
	Iteration 3Q: 3 clusters Score -2.230799e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -22311056.000000 Penalty: 5941.264648
	Iteration 4Q: 3 clusters Score -2.231106e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -22316390.000000 Penalty: 5941.264648
	Iteration 5F: 3 clusters Score -2.231639e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117508 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -22325322.000000 Penalty: 5941.264648
	Iteration 6F: 3 clusters Score -2.232532e+07 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -22337086.000000 Penalty: 5941.264648
	Iteration 7F: 3 clusters Score -2.233709e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143141 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -22349048.000000 Penalty: 5941.264648
	Iteration 8F: 3 clusters Score -2.234905e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151512 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -22356860.000000 Penalty: 5941.264648
	Iteration 9F: 3 clusters Score -2.235686e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155985 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -22360276.000000 Penalty: 5941.264648
	Iteration 10Q: 3 clusters Score -2.236028e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157931 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -22361478.000000 Penalty: 5941.264648
	Iteration 11Q: 3 clusters Score -2.236148e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158614 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22361868.000000 Penalty: 5941.264648
	Iteration 12Q: 3 clusters Score -2.236187e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158828 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -22362074.000000 Penalty: 5941.264648
	Iteration 13Q: 3 clusters Score -2.236207e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158905 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22362138.000000 Penalty: 5941.264648
	Iteration 14Q: 3 clusters Score -2.236214e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158938 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22362176.000000 Penalty: 5941.264648
	Iteration 15Q: 3 clusters Score -2.236218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158957 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22362194.000000 Penalty: 5941.264648
	Iteration 16Q: 3 clusters Score -2.236219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158971 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22362220.000000 Penalty: 5941.264648
	Iteration 17Q: 3 clusters Score -2.236222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158971 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22362220.000000 Penalty: 5941.264648
	Iteration 18Q: 3 clusters Score -2.236222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158971 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22362226.000000 Penalty: 5941.264648
	Iteration 19Q: 3 clusters Score -2.236223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158976 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22362238.000000 Penalty: 5941.264648
	Iteration 20F: 3 clusters Score -2.236224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158980 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22362244.000000 Penalty: 5941.264648
	Iteration 21Q: 3 clusters Score -2.236224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158981 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22362250.000000 Penalty: 5941.264648
	Iteration 22Q: 3 clusters Score -2.236225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158981 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22362250.000000 Penalty: 5941.264648
	Iteration 23F: 3 clusters Score -2.236225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51577.984375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -51577.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50168.734375 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -50168.73 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50344.582031 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -50344.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50426.015625 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -50426.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50578.925781 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -50578.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50717.921875 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -50717.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50949.179688 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -50949.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51123.480469 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -51123.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -51248.695312 Penalty: 2993.598877
	Iteration 7F: 3 clusters Score -51248.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -51455.136719 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -51455.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -51563.328125 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -51563.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -51590.945312 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -51590.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -51604.031250 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -51604.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -51616.183594 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -51616.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -51620.980469 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -51620.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -51620.980469 Penalty: 2993.598877
	Iteration 14F: 3 clusters Score -51620.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83836 members 
Mstep: Class 4 contains 162102 members 
Mstep: Class 5 contains 60576 members 
Mstep: Class 6 contains 12199 members 
Mstep: Class 7 contains 36018 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110367 members 
Mstep: Class 11 contains 115882 members 
Mstep: Class 12 contains 42355 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159270 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 16 contains 26588 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42383 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 103117 members 
Mstep: Class 22 contains 32963 members 
Mstep: Class 23 contains 42419 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 97 members 
Entering Unmasked Estep 
Score: -147066928.000000 Penalty: 89447.265625
Splitting cluster 15 changes total score from -147068880.000000 to -147066928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (26588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Entering Unmasked Estep 
Score: -3788766.750000 Penalty: 2526.677490
	Iteration 0F: 2 clusters Score -3788767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3770349.250000 Penalty: 5053.354980
	Iteration 0F: 3 clusters Score -3770349 nChanged 11978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3776706.750000 Penalty: 5053.354980
	Iteration 1F: 3 clusters Score -3776707 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3777085.750000 Penalty: 5053.354980
	Iteration 2Q: 3 clusters Score -3777086 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3777408.750000 Penalty: 5053.354980
	Iteration 3Q: 3 clusters Score -3777409 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3777769.500000 Penalty: 5053.354980
	Iteration 4Q: 3 clusters Score -3777770 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3778217.750000 Penalty: 5053.354980
	Iteration 5Q: 3 clusters Score -3778218 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3778752.000000 Penalty: 5053.354980
	Iteration 6Q: 3 clusters Score -3778752 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3779482.250000 Penalty: 5053.354980
	Iteration 7Q: 3 clusters Score -3779482 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3780399.500000 Penalty: 5053.354980
	Iteration 8F: 3 clusters Score -3780400 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3781523.250000 Penalty: 5053.354980
	Iteration 9F: 3 clusters Score -3781523 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3782782.500000 Penalty: 5053.354980
	Iteration 10F: 3 clusters Score -3782782 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3784043.500000 Penalty: 5053.354980
	Iteration 11F: 3 clusters Score -3784044 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3784979.250000 Penalty: 5053.354980
	Iteration 12Q: 3 clusters Score -3784979 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3785628.750000 Penalty: 5053.354980
	Iteration 13Q: 3 clusters Score -3785629 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3785996.250000 Penalty: 5053.354980
	Iteration 14Q: 3 clusters Score -3785996 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3786212.000000 Penalty: 5053.354980
	Iteration 15Q: 3 clusters Score -3786212 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3786300.750000 Penalty: 5053.354980
	Iteration 16Q: 3 clusters Score -3786301 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3786359.250000 Penalty: 5053.354980
	Iteration 17Q: 3 clusters Score -3786359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3786394.750000 Penalty: 5053.354980
	Iteration 18Q: 3 clusters Score -3786395 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3786419.000000 Penalty: 5053.354980
	Iteration 19Q: 3 clusters Score -3786419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3786445.500000 Penalty: 5053.354980
	Iteration 20F: 3 clusters Score -3786446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3786456.750000 Penalty: 5053.354980
	Iteration 21Q: 3 clusters Score -3786457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3786483.750000 Penalty: 5053.354980
	Iteration 22Q: 3 clusters Score -3786484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3786506.000000 Penalty: 5053.354980
	Iteration 23Q: 3 clusters Score -3786506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3786520.250000 Penalty: 5053.354980
	Iteration 24Q: 3 clusters Score -3786520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3786541.750000 Penalty: 5053.354980
	Iteration 25Q: 3 clusters Score -3786542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3786543.250000 Penalty: 5053.354980
	Iteration 26Q: 3 clusters Score -3786543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3786562.750000 Penalty: 5053.354980
	Iteration 27Q: 3 clusters Score -3786563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3786565.750000 Penalty: 5053.354980
	Iteration 28Q: 3 clusters Score -3786566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3786564.250000 Penalty: 5053.354980
	Iteration 29Q: 3 clusters Score -3786564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3786566.500000 Penalty: 5053.354980
	Iteration 30Q: 3 clusters Score -3786566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3786569.250000 Penalty: 5053.354980
	Iteration 31Q: 3 clusters Score -3786569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3786576.250000 Penalty: 5053.354980
	Iteration 32Q: 3 clusters Score -3786576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3786582.750000 Penalty: 5053.354980
	Iteration 33Q: 3 clusters Score -3786583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3786581.500000 Penalty: 5053.354980
	Iteration 34Q: 3 clusters Score -3786582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3786588.000000 Penalty: 5053.354980
	Iteration 35Q: 3 clusters Score -3786588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3786590.750000 Penalty: 5053.354980
	Iteration 36Q: 3 clusters Score -3786591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3786591.750000 Penalty: 5053.354980
	Iteration 37Q: 3 clusters Score -3786592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3786594.750000 Penalty: 5053.354980
	Iteration 38Q: 3 clusters Score -3786595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3786594.500000 Penalty: 5053.354980
	Iteration 39Q: 3 clusters Score -3786594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3786601.000000 Penalty: 5053.354980
	Iteration 40F: 3 clusters Score -3786601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3786605.000000 Penalty: 5053.354980
	Iteration 41Q: 3 clusters Score -3786605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3786605.000000 Penalty: 5053.354980
	Iteration 42F: 3 clusters Score -3786605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -387197.531250 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -387197.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -383995.281250 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -383995.3 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -384576.781250 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -384576.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -384733.375000 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -384733.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -384811.562500 Penalty: 3947.974121
	Iteration 3Q: 3 clusters Score -384811.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -384871.125000 Penalty: 3947.974121
	Iteration 4Q: 3 clusters Score -384871.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -384908.125000 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -384908.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -384939.562500 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -384939.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -384967.875000 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -384967.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -384997.593750 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -384997.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -385021.656250 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -385021.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -385045.250000 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -385045.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -385066.000000 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -385066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -385091.937500 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -385091.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -385122.750000 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -385122.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -385153.968750 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -385154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -385194.062500 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -385194.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -385221.437500 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -385221.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -385244.218750 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -385244.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -385266.093750 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -385266.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -385283.125000 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -385283.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -385299.718750 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -385299.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -385314.875000 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -385314.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -385328.937500 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -385328.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -385344.562500 Penalty: 3947.974121
	Iteration 23Q: 3 clusters Score -385344.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -385354.750000 Penalty: 3947.974121
	Iteration 24Q: 3 clusters Score -385354.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -385360.718750 Penalty: 3947.974121
	Iteration 25Q: 3 clusters Score -385360.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -385366.843750 Penalty: 3947.974121
	Iteration 26Q: 3 clusters Score -385366.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -385375.625000 Penalty: 3947.974121
	Iteration 27Q: 3 clusters Score -385375.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -385381.562500 Penalty: 3947.974121
	Iteration 28Q: 3 clusters Score -385381.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -385385.656250 Penalty: 3947.974121
	Iteration 29Q: 3 clusters Score -385385.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -385390.000000 Penalty: 3947.974121
	Iteration 30Q: 3 clusters Score -385390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -385395.812500 Penalty: 3947.974121
	Iteration 31Q: 3 clusters Score -385395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -385397.406250 Penalty: 3947.974121
	Iteration 32Q: 3 clusters Score -385397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -385398.687500 Penalty: 3947.974121
	Iteration 33Q: 3 clusters Score -385398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -385398.656250 Penalty: 3947.974121
	Iteration 34Q: 3 clusters Score -385398.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -385399.781250 Penalty: 3947.974121
	Iteration 35Q: 3 clusters Score -385399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -385400.468750 Penalty: 3947.974121
	Iteration 36Q: 3 clusters Score -385400.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -385400.468750 Penalty: 3947.974121
	Iteration 37F: 3 clusters Score -385400.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Entering Unmasked Estep 
Score: -6059752.000000 Penalty: 2642.316650
	Iteration 0F: 2 clusters Score -6059752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -6031222.000000 Penalty: 5284.633301
	Iteration 0F: 3 clusters Score -6031222 nChanged 19423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -6041773.500000 Penalty: 5284.633301
	Iteration 1F: 3 clusters Score -6041774 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -6042199.500000 Penalty: 5284.633301
	Iteration 2Q: 3 clusters Score -6042200 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -6042703.500000 Penalty: 5284.633301
	Iteration 3Q: 3 clusters Score -6042704 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -6043336.500000 Penalty: 5284.633301
	Iteration 4Q: 3 clusters Score -6043336 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -6044284.500000 Penalty: 5284.633301
	Iteration 5Q: 3 clusters Score -6044284 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -6045852.000000 Penalty: 5284.633301
	Iteration 6F: 3 clusters Score -6045852 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -6048147.500000 Penalty: 5284.633301
	Iteration 7F: 3 clusters Score -6048148 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -6051108.500000 Penalty: 5284.633301
	Iteration 8F: 3 clusters Score -6051108 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -6053697.500000 Penalty: 5284.633301
	Iteration 9F: 3 clusters Score -6053698 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6055450.500000 Penalty: 5284.633301
	Iteration 10Q: 3 clusters Score -6055450 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6056334.000000 Penalty: 5284.633301
	Iteration 11Q: 3 clusters Score -6056334 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6056803.000000 Penalty: 5284.633301
	Iteration 12Q: 3 clusters Score -6056803 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6057066.500000 Penalty: 5284.633301
	Iteration 13Q: 3 clusters Score -6057066 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6057218.000000 Penalty: 5284.633301
	Iteration 14Q: 3 clusters Score -6057218 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6057275.500000 Penalty: 5284.633301
	Iteration 15Q: 3 clusters Score -6057276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6057340.000000 Penalty: 5284.633301
	Iteration 16Q: 3 clusters Score -6057340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6057367.000000 Penalty: 5284.633301
	Iteration 17Q: 3 clusters Score -6057367 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6057406.000000 Penalty: 5284.633301
	Iteration 18Q: 3 clusters Score -6057406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6057434.000000 Penalty: 5284.633301
	Iteration 19Q: 3 clusters Score -6057434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6057454.500000 Penalty: 5284.633301
	Iteration 20F: 3 clusters Score -6057454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6057476.500000 Penalty: 5284.633301
	Iteration 21Q: 3 clusters Score -6057476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6057490.500000 Penalty: 5284.633301
	Iteration 22Q: 3 clusters Score -6057490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6057504.500000 Penalty: 5284.633301
	Iteration 23Q: 3 clusters Score -6057504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6057514.000000 Penalty: 5284.633301
	Iteration 24Q: 3 clusters Score -6057514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6057525.000000 Penalty: 5284.633301
	Iteration 25Q: 3 clusters Score -6057525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6057541.500000 Penalty: 5284.633301
	Iteration 26Q: 3 clusters Score -6057542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6057549.000000 Penalty: 5284.633301
	Iteration 27Q: 3 clusters Score -6057549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6057556.000000 Penalty: 5284.633301
	Iteration 28Q: 3 clusters Score -6057556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6057555.000000 Penalty: 5284.633301
	Iteration 29Q: 3 clusters Score -6057555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6057551.500000 Penalty: 5284.633301
	Iteration 30Q: 3 clusters Score -6057552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6057551.500000 Penalty: 5284.633301
	Iteration 31Q: 3 clusters Score -6057552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6057553.500000 Penalty: 5284.633301
	Iteration 32Q: 3 clusters Score -6057554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6057559.000000 Penalty: 5284.633301
	Iteration 33Q: 3 clusters Score -6057559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6057558.500000 Penalty: 5284.633301
	Iteration 34Q: 3 clusters Score -6057558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6057557.500000 Penalty: 5284.633301
	Iteration 35Q: 3 clusters Score -6057558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6057557.500000 Penalty: 5284.633301
	Iteration 36F: 3 clusters Score -6057558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -47267.968750 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -47267.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45905.609375 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -45905.61 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46080.578125 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -46080.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46105.203125 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -46105.2 nChanged 5
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: -46120.335938 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -46120.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46128.984375 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -46128.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46133.253906 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -46133.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46139.699219 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -46139.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46139.699219 Penalty: 2935.771240
	Iteration 7F: 3 clusters Score -46139.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Entering Unmasked Estep 
Score: -1870514.000000 Penalty: 2350.353760
	Iteration 0F: 2 clusters Score -1870514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1860922.750000 Penalty: 4700.707520
	Iteration 0F: 3 clusters Score -1860923 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1863807.000000 Penalty: 4700.707520
	Iteration 1F: 3 clusters Score -1863807 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1864183.500000 Penalty: 4700.707520
	Iteration 2F: 3 clusters Score -1864184 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1864496.250000 Penalty: 4700.707520
	Iteration 3F: 3 clusters Score -1864496 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1864736.625000 Penalty: 4700.707520
	Iteration 4Q: 3 clusters Score -1864737 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1865013.000000 Penalty: 4700.707520
	Iteration 5Q: 3 clusters Score -1865013 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1865386.500000 Penalty: 4700.707520
	Iteration 6Q: 3 clusters Score -1865386 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1865864.125000 Penalty: 4700.707520
	Iteration 7F: 3 clusters Score -1865864 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1866509.125000 Penalty: 4700.707520
	Iteration 8F: 3 clusters Score -1866509 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1867183.250000 Penalty: 4700.707520
	Iteration 9F: 3 clusters Score -1867183 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1867714.375000 Penalty: 4700.707520
	Iteration 10Q: 3 clusters Score -1867714 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1868023.375000 Penalty: 4700.707520
	Iteration 11Q: 3 clusters Score -1868023 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1868217.750000 Penalty: 4700.707520
	Iteration 12Q: 3 clusters Score -1868218 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1868312.125000 Penalty: 4700.707520
	Iteration 13Q: 3 clusters Score -1868312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1868377.000000 Penalty: 4700.707520
	Iteration 14Q: 3 clusters Score -1868377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1868421.625000 Penalty: 4700.707520
	Iteration 15Q: 3 clusters Score -1868422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1868461.375000 Penalty: 4700.707520
	Iteration 16Q: 3 clusters Score -1868461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1868484.500000 Penalty: 4700.707520
	Iteration 17Q: 3 clusters Score -1868484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1868502.125000 Penalty: 4700.707520
	Iteration 18Q: 3 clusters Score -1868502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1868510.375000 Penalty: 4700.707520
	Iteration 19Q: 3 clusters Score -1868510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1868519.375000 Penalty: 4700.707520
	Iteration 20F: 3 clusters Score -1868519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1868523.875000 Penalty: 4700.707520
	Iteration 21Q: 3 clusters Score -1868524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1868525.375000 Penalty: 4700.707520
	Iteration 22Q: 3 clusters Score -1868525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1868528.375000 Penalty: 4700.707520
	Iteration 23Q: 3 clusters Score -1868528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1868532.625000 Penalty: 4700.707520
	Iteration 24Q: 3 clusters Score -1868533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1868536.625000 Penalty: 4700.707520
	Iteration 25Q: 3 clusters Score -1868537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1868538.125000 Penalty: 4700.707520
	Iteration 26Q: 3 clusters Score -1868538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1868538.125000 Penalty: 4700.707520
	Iteration 27F: 3 clusters Score -1868538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (103117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Entering Unmasked Estep 
Score: -14707959.000000 Penalty: 2862.817627
	Iteration 0F: 2 clusters Score -1.470796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -14640501.000000 Penalty: 5725.635254
	Iteration 0F: 3 clusters Score -1.46405e+07 nChanged 48905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -14668749.000000 Penalty: 5725.635254
	Iteration 1F: 3 clusters Score -1.466875e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -14669950.000000 Penalty: 5725.635254
	Iteration 2Q: 3 clusters Score -1.466995e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -14672179.000000 Penalty: 5725.635254
	Iteration 3Q: 3 clusters Score -1.467218e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -14675371.000000 Penalty: 5725.635254
	Iteration 4Q: 3 clusters Score -1.467537e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -14679745.000000 Penalty: 5725.635254
	Iteration 5F: 3 clusters Score -1.467974e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -14684758.000000 Penalty: 5725.635254
	Iteration 6F: 3 clusters Score -1.468476e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76555 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -14689636.000000 Penalty: 5725.635254
	Iteration 7F: 3 clusters Score -1.468964e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -14693779.000000 Penalty: 5725.635254
	Iteration 8F: 3 clusters Score -1.469378e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82916 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -14696730.000000 Penalty: 5725.635254
	Iteration 9Q: 3 clusters Score -1.469673e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -14698712.000000 Penalty: 5725.635254
	Iteration 10Q: 3 clusters Score -1.469871e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -14699896.000000 Penalty: 5725.635254
	Iteration 11Q: 3 clusters Score -1.46999e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -14700679.000000 Penalty: 5725.635254
	Iteration 12Q: 3 clusters Score -1.470068e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -14701201.000000 Penalty: 5725.635254
	Iteration 13Q: 3 clusters Score -1.47012e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -14701574.000000 Penalty: 5725.635254
	Iteration 14Q: 3 clusters Score -1.470157e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -14701901.000000 Penalty: 5725.635254
	Iteration 15Q: 3 clusters Score -1.47019e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -14702229.000000 Penalty: 5725.635254
	Iteration 16Q: 3 clusters Score -1.470223e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -14702595.000000 Penalty: 5725.635254
	Iteration 17Q: 3 clusters Score -1.47026e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -14702874.000000 Penalty: 5725.635254
	Iteration 18Q: 3 clusters Score -1.470287e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -14703184.000000 Penalty: 5725.635254
	Iteration 19Q: 3 clusters Score -1.470318e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -14703440.000000 Penalty: 5725.635254
	Iteration 20F: 3 clusters Score -1.470344e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95818 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -14703623.000000 Penalty: 5725.635254
	Iteration 21Q: 3 clusters Score -1.470362e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -14703834.000000 Penalty: 5725.635254
	Iteration 22Q: 3 clusters Score -1.470383e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97225 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -14704056.000000 Penalty: 5725.635254
	Iteration 23Q: 3 clusters Score -1.470406e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -14704279.000000 Penalty: 5725.635254
	Iteration 24Q: 3 clusters Score -1.470428e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98389 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -14704479.000000 Penalty: 5725.635254
	Iteration 25Q: 3 clusters Score -1.470448e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98889 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -14704695.000000 Penalty: 5725.635254
	Iteration 26Q: 3 clusters Score -1.47047e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99328 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -14704909.000000 Penalty: 5725.635254
	Iteration 27Q: 3 clusters Score -1.470491e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -14705022.000000 Penalty: 5725.635254
	Iteration 28Q: 3 clusters Score -1.470502e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100004 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -14705166.000000 Penalty: 5725.635254
	Iteration 29Q: 3 clusters Score -1.470517e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -14705321.000000 Penalty: 5725.635254
	Iteration 30Q: 3 clusters Score -1.470532e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100504 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -14705426.000000 Penalty: 5725.635254
	Iteration 31Q: 3 clusters Score -1.470543e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -14705501.000000 Penalty: 5725.635254
	Iteration 32Q: 3 clusters Score -1.47055e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100833 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -14705615.000000 Penalty: 5725.635254
	Iteration 33Q: 3 clusters Score -1.470562e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100957 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -14705678.000000 Penalty: 5725.635254
	Iteration 34Q: 3 clusters Score -1.470568e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -14705740.000000 Penalty: 5725.635254
	Iteration 35Q: 3 clusters Score -1.470574e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -14705809.000000 Penalty: 5725.635254
	Iteration 36Q: 3 clusters Score -1.470581e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -14705881.000000 Penalty: 5725.635254
	Iteration 37Q: 3 clusters Score -1.470588e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101348 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -14705866.000000 Penalty: 5725.635254
	Iteration 38Q: 3 clusters Score -1.470587e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101401 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -14705898.000000 Penalty: 5725.635254
	Iteration 39Q: 3 clusters Score -1.47059e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -14705927.000000 Penalty: 5725.635254
	Iteration 40F: 3 clusters Score -1.470593e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101480 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -14705939.000000 Penalty: 5725.635254
	Iteration 41Q: 3 clusters Score -1.470594e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -14705973.000000 Penalty: 5725.635254
	Iteration 42Q: 3 clusters Score -1.470597e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -14705972.000000 Penalty: 5725.635254
	Iteration 43Q: 3 clusters Score -1.470597e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -14705992.000000 Penalty: 5725.635254
	Iteration 44Q: 3 clusters Score -1.470599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -14706030.000000 Penalty: 5725.635254
	Iteration 45Q: 3 clusters Score -1.470603e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -14706037.000000 Penalty: 5725.635254
	Iteration 46Q: 3 clusters Score -1.470604e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -14706049.000000 Penalty: 5725.635254
	Iteration 47Q: 3 clusters Score -1.470605e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101658 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14706065.000000 Penalty: 5725.635254
	Iteration 48Q: 3 clusters Score -1.470606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -14706077.000000 Penalty: 5725.635254
	Iteration 49Q: 3 clusters Score -1.470608e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101688 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -14706096.000000 Penalty: 5725.635254
	Iteration 50Q: 3 clusters Score -1.47061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101697 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -14706100.000000 Penalty: 5725.635254
	Iteration 51Q: 3 clusters Score -1.47061e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -14706110.000000 Penalty: 5725.635254
	Iteration 52Q: 3 clusters Score -1.470611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -14706106.000000 Penalty: 5725.635254
	Iteration 53Q: 3 clusters Score -1.470611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101700 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -14706110.000000 Penalty: 5725.635254
	Iteration 54Q: 3 clusters Score -1.470611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101699 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -14706102.000000 Penalty: 5725.635254
	Iteration 55Q: 3 clusters Score -1.47061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101697 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -14706108.000000 Penalty: 5725.635254
	Iteration 56Q: 3 clusters Score -1.470611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101699 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -14706120.000000 Penalty: 5725.635254
	Iteration 57Q: 3 clusters Score -1.470612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101698 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -14706117.000000 Penalty: 5725.635254
	Iteration 58Q: 3 clusters Score -1.470612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -14706113.000000 Penalty: 5725.635254
	Iteration 59Q: 3 clusters Score -1.470611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101703 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -14706122.000000 Penalty: 5725.635254
	Iteration 60F: 3 clusters Score -1.470612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101704 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -14706107.000000 Penalty: 5725.635254
	Iteration 61Q: 3 clusters Score -1.470611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -14706104.000000 Penalty: 5725.635254
	Iteration 62Q: 3 clusters Score -1.47061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -14706110.000000 Penalty: 5725.635254
	Iteration 63Q: 3 clusters Score -1.470611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -14706109.000000 Penalty: 5725.635254
	Iteration 64Q: 3 clusters Score -1.470611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -14706120.000000 Penalty: 5725.635254
	Iteration 65Q: 3 clusters Score -1.470612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101724 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -14706114.000000 Penalty: 5725.635254
	Iteration 66Q: 3 clusters Score -1.470611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -14706112.000000 Penalty: 5725.635254
	Iteration 67Q: 3 clusters Score -1.470611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -14706128.000000 Penalty: 5725.635254
	Iteration 68Q: 3 clusters Score -1.470613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -14706119.000000 Penalty: 5725.635254
	Iteration 69Q: 3 clusters Score -1.470612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -14706119.000000 Penalty: 5725.635254
	Iteration 70Q: 3 clusters Score -1.470612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -14706109.000000 Penalty: 5725.635254
	Iteration 71Q: 3 clusters Score -1.470611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -14706112.000000 Penalty: 5725.635254
	Iteration 72Q: 3 clusters Score -1.470611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -14706123.000000 Penalty: 5725.635254
	Iteration 73Q: 3 clusters Score -1.470612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -14706119.000000 Penalty: 5725.635254
	Iteration 74Q: 3 clusters Score -1.470612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -14706119.000000 Penalty: 5725.635254
	Iteration 75Q: 3 clusters Score -1.470612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -14706119.000000 Penalty: 5725.635254
	Iteration 76F: 3 clusters Score -1.470612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Entering Unmasked Estep 
Score: -4713803.000000 Penalty: 2579.979004
	Iteration 0F: 2 clusters Score -4713803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4691396.500000 Penalty: 5159.958008
	Iteration 0F: 3 clusters Score -4691396 nChanged 14912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4699674.000000 Penalty: 5159.958008
	Iteration 1F: 3 clusters Score -4699674 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -4700119.000000 Penalty: 5159.958008
	Iteration 2Q: 3 clusters Score -4700119 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4700491.500000 Penalty: 5159.958008
	Iteration 3Q: 3 clusters Score -4700492 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4700856.000000 Penalty: 5159.958008
	Iteration 4Q: 3 clusters Score -4700856 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -4701207.000000 Penalty: 5159.958008
	Iteration 5Q: 3 clusters Score -4701207 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4701672.500000 Penalty: 5159.958008
	Iteration 6Q: 3 clusters Score -4701672 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -4702204.000000 Penalty: 5159.958008
	Iteration 7Q: 3 clusters Score -4702204 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -4702818.500000 Penalty: 5159.958008
	Iteration 8Q: 3 clusters Score -4702818 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -4703542.500000 Penalty: 5159.958008
	Iteration 9Q: 3 clusters Score -4703542 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -4704412.500000 Penalty: 5159.958008
	Iteration 10Q: 3 clusters Score -4704412 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -4705397.000000 Penalty: 5159.958008
	Iteration 11Q: 3 clusters Score -4705397 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4706371.000000 Penalty: 5159.958008
	Iteration 12Q: 3 clusters Score -4706371 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -4707190.000000 Penalty: 5159.958008
	Iteration 13Q: 3 clusters Score -4707190 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -4707765.500000 Penalty: 5159.958008
	Iteration 14Q: 3 clusters Score -4707766 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -4708169.500000 Penalty: 5159.958008
	Iteration 15Q: 3 clusters Score -4708170 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -4708438.000000 Penalty: 5159.958008
	Iteration 16Q: 3 clusters Score -4708438 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -4708642.500000 Penalty: 5159.958008
	Iteration 17Q: 3 clusters Score -4708642 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -4708835.000000 Penalty: 5159.958008
	Iteration 18Q: 3 clusters Score -4708835 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -4708994.000000 Penalty: 5159.958008
	Iteration 19Q: 3 clusters Score -4708994 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -4709118.000000 Penalty: 5159.958008
	Iteration 20F: 3 clusters Score -4709118 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -4709253.500000 Penalty: 5159.958008
	Iteration 21Q: 3 clusters Score -4709254 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -4709403.000000 Penalty: 5159.958008
	Iteration 22Q: 3 clusters Score -4709403 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4709521.500000 Penalty: 5159.958008
	Iteration 23Q: 3 clusters Score -4709522 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -4709636.000000 Penalty: 5159.958008
	Iteration 24Q: 3 clusters Score -4709636 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -4709780.500000 Penalty: 5159.958008
	Iteration 25Q: 3 clusters Score -4709780 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4709913.000000 Penalty: 5159.958008
	Iteration 26Q: 3 clusters Score -4709913 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -4710010.000000 Penalty: 5159.958008
	Iteration 27Q: 3 clusters Score -4710010 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -4710097.000000 Penalty: 5159.958008
	Iteration 28Q: 3 clusters Score -4710097 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -4710204.000000 Penalty: 5159.958008
	Iteration 29Q: 3 clusters Score -4710204 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4710336.000000 Penalty: 5159.958008
	Iteration 30Q: 3 clusters Score -4710336 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4710441.500000 Penalty: 5159.958008
	Iteration 31Q: 3 clusters Score -4710442 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4710573.000000 Penalty: 5159.958008
	Iteration 32Q: 3 clusters Score -4710573 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4710707.500000 Penalty: 5159.958008
	Iteration 33Q: 3 clusters Score -4710708 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4710859.000000 Penalty: 5159.958008
	Iteration 34Q: 3 clusters Score -4710859 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4710975.500000 Penalty: 5159.958008
	Iteration 35Q: 3 clusters Score -4710976 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4711089.500000 Penalty: 5159.958008
	Iteration 36Q: 3 clusters Score -4711090 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4711174.500000 Penalty: 5159.958008
	Iteration 37Q: 3 clusters Score -4711174 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4711248.500000 Penalty: 5159.958008
	Iteration 38Q: 3 clusters Score -4711248 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4711304.500000 Penalty: 5159.958008
	Iteration 39Q: 3 clusters Score -4711304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4711331.000000 Penalty: 5159.958008
	Iteration 40F: 3 clusters Score -4711331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4711374.000000 Penalty: 5159.958008
	Iteration 41Q: 3 clusters Score -4711374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4711407.500000 Penalty: 5159.958008
	Iteration 42Q: 3 clusters Score -4711408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4711423.500000 Penalty: 5159.958008
	Iteration 43Q: 3 clusters Score -4711424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4711445.500000 Penalty: 5159.958008
	Iteration 44Q: 3 clusters Score -4711446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4711463.000000 Penalty: 5159.958008
	Iteration 45Q: 3 clusters Score -4711463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4711483.500000 Penalty: 5159.958008
	Iteration 46Q: 3 clusters Score -4711484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4711501.000000 Penalty: 5159.958008
	Iteration 47Q: 3 clusters Score -4711501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4711510.500000 Penalty: 5159.958008
	Iteration 48Q: 3 clusters Score -4711510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4711512.000000 Penalty: 5159.958008
	Iteration 49Q: 3 clusters Score -4711512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4711526.500000 Penalty: 5159.958008
	Iteration 50Q: 3 clusters Score -4711526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4711534.500000 Penalty: 5159.958008
	Iteration 51Q: 3 clusters Score -4711534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4711540.000000 Penalty: 5159.958008
	Iteration 52Q: 3 clusters Score -4711540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4711542.000000 Penalty: 5159.958008
	Iteration 53Q: 3 clusters Score -4711542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4711544.500000 Penalty: 5159.958008
	Iteration 54Q: 3 clusters Score -4711544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4711542.500000 Penalty: 5159.958008
	Iteration 55Q: 3 clusters Score -4711542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4711552.000000 Penalty: 5159.958008
	Iteration 56Q: 3 clusters Score -4711552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4711551.000000 Penalty: 5159.958008
	Iteration 57Q: 3 clusters Score -4711551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4711554.500000 Penalty: 5159.958008
	Iteration 58Q: 3 clusters Score -4711554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4711554.000000 Penalty: 5159.958008
	Iteration 59Q: 3 clusters Score -4711554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4711554.500000 Penalty: 5159.958008
	Iteration 60F: 3 clusters Score -4711554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4711553.500000 Penalty: 5159.958008
	Iteration 61Q: 3 clusters Score -4711554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4711556.000000 Penalty: 5159.958008
	Iteration 62Q: 3 clusters Score -4711556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4711557.500000 Penalty: 5159.958008
	Iteration 63Q: 3 clusters Score -4711558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4711557.500000 Penalty: 5159.958008
	Iteration 64F: 3 clusters Score -4711558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Entering Unmasked Estep 
Score: -5844849.500000 Penalty: 2642.527100
	Iteration 0F: 2 clusters Score -5844850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -5816151.500000 Penalty: 5285.054199
	Iteration 0F: 3 clusters Score -5816152 nChanged 19451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -5826715.500000 Penalty: 5285.054199
	Iteration 1F: 3 clusters Score -5826716 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -5827172.000000 Penalty: 5285.054199
	Iteration 2Q: 3 clusters Score -5827172 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -5827595.000000 Penalty: 5285.054199
	Iteration 3Q: 3 clusters Score -5827595 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -5827912.500000 Penalty: 5285.054199
	Iteration 4Q: 3 clusters Score -5827912 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -5828330.500000 Penalty: 5285.054199
	Iteration 5Q: 3 clusters Score -5828330 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -5828838.500000 Penalty: 5285.054199
	Iteration 6Q: 3 clusters Score -5828838 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -5829456.000000 Penalty: 5285.054199
	Iteration 7Q: 3 clusters Score -5829456 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -5830367.500000 Penalty: 5285.054199
	Iteration 8Q: 3 clusters Score -5830368 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -5831627.000000 Penalty: 5285.054199
	Iteration 9F: 3 clusters Score -5831627 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -5833225.000000 Penalty: 5285.054199
	Iteration 10F: 3 clusters Score -5833225 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -5835074.000000 Penalty: 5285.054199
	Iteration 11F: 3 clusters Score -5835074 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -5837059.500000 Penalty: 5285.054199
	Iteration 12F: 3 clusters Score -5837060 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -5838974.500000 Penalty: 5285.054199
	Iteration 13F: 3 clusters Score -5838974 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -5840624.500000 Penalty: 5285.054199
	Iteration 14Q: 3 clusters Score -5840624 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5841665.000000 Penalty: 5285.054199
	Iteration 15Q: 3 clusters Score -5841665 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -5842134.500000 Penalty: 5285.054199
	Iteration 16Q: 3 clusters Score -5842134 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5842363.000000 Penalty: 5285.054199
	Iteration 17Q: 3 clusters Score -5842363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -5842484.500000 Penalty: 5285.054199
	Iteration 18Q: 3 clusters Score -5842484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -5842559.000000 Penalty: 5285.054199
	Iteration 19Q: 3 clusters Score -5842559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -5842594.000000 Penalty: 5285.054199
	Iteration 20F: 3 clusters Score -5842594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5842603.500000 Penalty: 5285.054199
	Iteration 21Q: 3 clusters Score -5842604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -5842614.000000 Penalty: 5285.054199
	Iteration 22Q: 3 clusters Score -5842614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -5842615.000000 Penalty: 5285.054199
	Iteration 23Q: 3 clusters Score -5842615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5842623.500000 Penalty: 5285.054199
	Iteration 24Q: 3 clusters Score -5842624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -5842622.500000 Penalty: 5285.054199
	Iteration 25Q: 3 clusters Score -5842622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -5842627.000000 Penalty: 5285.054199
	Iteration 26Q: 3 clusters Score -5842627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -5842627.000000 Penalty: 5285.054199
	Iteration 27F: 3 clusters Score -5842627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -77802.765625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -77802.77 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 310 members 
Entering Unmasked Estep 
Score: -76176.875000 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -76176.88 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76449.609375 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -76449.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76551.328125 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -76551.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76588.843750 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -76588.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76619.000000 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -76619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76645.062500 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -76645.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76661.140625 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -76661.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76664.718750 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -76664.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76666.007812 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -76666.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76666.007812 Penalty: 3193.125000
	Iteration 9F: 3 clusters Score -76666.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -31252.373047 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -31252.37 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 132 members 
Entering Unmasked Estep 
Score: -30019.417969 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -30019.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30191.501953 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -30191.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30248.199219 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -30248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30278.550781 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -30278.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30288.587891 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -30288.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30306.544922 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -30306.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30319.650391 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -30319.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30330.437500 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -30330.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30330.437500 Penalty: 2765.670898
	Iteration 8F: 3 clusters Score -30330.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83836 members 
Mstep: Class 4 contains 162102 members 
Mstep: Class 5 contains 60576 members 
Mstep: Class 6 contains 12199 members 
Mstep: Class 7 contains 36018 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110367 members 
Mstep: Class 11 contains 115882 members 
Mstep: Class 12 contains 42355 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159270 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26588 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42383 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 103117 members 
Mstep: Class 22 contains 32963 members 
Mstep: Class 23 contains 42419 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 359Q: 26 clusters Score -1.470688e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83841 members 
Mstep: Class 4 contains 162099 members 
Mstep: Class 5 contains 60575 members 
Mstep: Class 6 contains 12187 members 
Mstep: Class 7 contains 36015 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110355 members 
Mstep: Class 11 contains 115921 members 
Mstep: Class 12 contains 42352 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159268 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26592 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13060 members 
Mstep: Class 21 contains 103105 members 
Mstep: Class 22 contains 32961 members 
Mstep: Class 23 contains 42422 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068896.000000 Penalty: 86006.992188
Iteration 360F: 26 clusters Score -1.470689e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83845 members 
Mstep: Class 4 contains 162107 members 
Mstep: Class 5 contains 60573 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 36017 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110347 members 
Mstep: Class 11 contains 115946 members 
Mstep: Class 12 contains 42358 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159258 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26596 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42378 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13060 members 
Mstep: Class 21 contains 103098 members 
Mstep: Class 22 contains 32965 members 
Mstep: Class 23 contains 42422 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 361Q: 26 clusters Score -1.470688e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83847 members 
Mstep: Class 4 contains 162112 members 
Mstep: Class 5 contains 60578 members 
Mstep: Class 6 contains 12154 members 
Mstep: Class 7 contains 36017 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110345 members 
Mstep: Class 11 contains 115981 members 
Mstep: Class 12 contains 42362 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159240 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26600 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42374 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 103083 members 
Mstep: Class 22 contains 32967 members 
Mstep: Class 23 contains 42422 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068896.000000 Penalty: 86006.992188
Iteration 362Q: 26 clusters Score -1.470689e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83853 members 
Mstep: Class 4 contains 162106 members 
Mstep: Class 5 contains 60581 members 
Mstep: Class 6 contains 12138 members 
Mstep: Class 7 contains 36014 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110335 members 
Mstep: Class 11 contains 116015 members 
Mstep: Class 12 contains 42366 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159237 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26601 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42376 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 103074 members 
Mstep: Class 22 contains 32966 members 
Mstep: Class 23 contains 42421 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 363Q: 26 clusters Score -1.470689e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83851 members 
Mstep: Class 4 contains 162096 members 
Mstep: Class 5 contains 60578 members 
Mstep: Class 6 contains 12122 members 
Mstep: Class 7 contains 36015 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110333 members 
Mstep: Class 11 contains 116046 members 
Mstep: Class 12 contains 42370 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159242 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26604 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42377 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 103061 members 
Mstep: Class 22 contains 32967 members 
Mstep: Class 23 contains 42423 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068816.000000 Penalty: 86006.992188
Iteration 364Q: 26 clusters Score -1.470688e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83849 members 
Mstep: Class 4 contains 162093 members 
Mstep: Class 5 contains 60577 members 
Mstep: Class 6 contains 12115 members 
Mstep: Class 7 contains 36014 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110323 members 
Mstep: Class 11 contains 116075 members 
Mstep: Class 12 contains 42373 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159243 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26602 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42378 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 103051 members 
Mstep: Class 22 contains 32967 members 
Mstep: Class 23 contains 42426 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068800.000000 Penalty: 86006.992188
Iteration 365Q: 26 clusters Score -1.470688e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83849 members 
Mstep: Class 4 contains 162093 members 
Mstep: Class 5 contains 60573 members 
Mstep: Class 6 contains 12103 members 
Mstep: Class 7 contains 36012 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110324 members 
Mstep: Class 11 contains 116104 members 
Mstep: Class 12 contains 42376 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159236 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26602 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42378 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 103041 members 
Mstep: Class 22 contains 32966 members 
Mstep: Class 23 contains 42429 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068784.000000 Penalty: 86006.992188
Iteration 366Q: 26 clusters Score -1.470688e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 162095 members 
Mstep: Class 5 contains 60570 members 
Mstep: Class 6 contains 12095 members 
Mstep: Class 7 contains 36013 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110325 members 
Mstep: Class 11 contains 116138 members 
Mstep: Class 12 contains 42372 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159223 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26602 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13056 members 
Mstep: Class 21 contains 103033 members 
Mstep: Class 22 contains 32967 members 
Mstep: Class 23 contains 42431 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068720.000000 Penalty: 86006.992188
Iteration 367Q: 26 clusters Score -1.470687e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83841 members 
Mstep: Class 4 contains 162106 members 
Mstep: Class 5 contains 60569 members 
Mstep: Class 6 contains 12089 members 
Mstep: Class 7 contains 36010 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110321 members 
Mstep: Class 11 contains 116160 members 
Mstep: Class 12 contains 42371 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159219 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26603 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42383 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13056 members 
Mstep: Class 21 contains 103017 members 
Mstep: Class 22 contains 32968 members 
Mstep: Class 23 contains 42431 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068592.000000 Penalty: 86006.992188
Iteration 368Q: 26 clusters Score -1.470686e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83837 members 
Mstep: Class 4 contains 162109 members 
Mstep: Class 5 contains 60573 members 
Mstep: Class 6 contains 12078 members 
Mstep: Class 7 contains 36006 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110317 members 
Mstep: Class 11 contains 116180 members 
Mstep: Class 12 contains 42373 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159220 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26605 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42385 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 103004 members 
Mstep: Class 22 contains 32967 members 
Mstep: Class 23 contains 42432 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068640.000000 Penalty: 86006.992188
Iteration 369Q: 26 clusters Score -1.470686e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162106 members 
Mstep: Class 5 contains 60573 members 
Mstep: Class 6 contains 12070 members 
Mstep: Class 7 contains 36003 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110305 members 
Mstep: Class 11 contains 116223 members 
Mstep: Class 12 contains 42375 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159217 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26606 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42386 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 102981 members 
Mstep: Class 22 contains 32970 members 
Mstep: Class 23 contains 42433 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068688.000000 Penalty: 86006.992188
Iteration 370Q: 26 clusters Score -1.470687e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83842 members 
Mstep: Class 4 contains 162120 members 
Mstep: Class 5 contains 60576 members 
Mstep: Class 6 contains 12066 members 
Mstep: Class 7 contains 35997 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110294 members 
Mstep: Class 11 contains 116252 members 
Mstep: Class 12 contains 42373 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159208 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26607 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42385 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 102965 members 
Mstep: Class 22 contains 32968 members 
Mstep: Class 23 contains 42434 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068720.000000 Penalty: 86006.992188
Iteration 371Q: 26 clusters Score -1.470687e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 162121 members 
Mstep: Class 5 contains 60578 members 
Mstep: Class 6 contains 12057 members 
Mstep: Class 7 contains 35995 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110291 members 
Mstep: Class 11 contains 116273 members 
Mstep: Class 12 contains 42373 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159206 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26610 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42384 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 102953 members 
Mstep: Class 22 contains 32970 members 
Mstep: Class 23 contains 42434 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068656.000000 Penalty: 86006.992188
Iteration 372Q: 26 clusters Score -1.470687e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83842 members 
Mstep: Class 4 contains 162127 members 
Mstep: Class 5 contains 60577 members 
Mstep: Class 6 contains 12052 members 
Mstep: Class 7 contains 35994 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110289 members 
Mstep: Class 11 contains 116296 members 
Mstep: Class 12 contains 42371 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159203 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26612 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42382 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 102937 members 
Mstep: Class 22 contains 32970 members 
Mstep: Class 23 contains 42435 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068688.000000 Penalty: 86006.992188
Iteration 373Q: 26 clusters Score -1.470687e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83836 members 
Mstep: Class 4 contains 162132 members 
Mstep: Class 5 contains 60578 members 
Mstep: Class 6 contains 12055 members 
Mstep: Class 7 contains 35994 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110279 members 
Mstep: Class 11 contains 116327 members 
Mstep: Class 12 contains 42373 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159200 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26611 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42382 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 102915 members 
Mstep: Class 22 contains 32969 members 
Mstep: Class 23 contains 42435 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068640.000000 Penalty: 86006.992188
Iteration 374Q: 26 clusters Score -1.470686e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83833 members 
Mstep: Class 4 contains 162140 members 
Mstep: Class 5 contains 60580 members 
Mstep: Class 6 contains 12054 members 
Mstep: Class 7 contains 35994 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110268 members 
Mstep: Class 11 contains 116365 members 
Mstep: Class 12 contains 42373 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159195 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26610 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 102892 members 
Mstep: Class 22 contains 32966 members 
Mstep: Class 23 contains 42435 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068576.000000 Penalty: 86006.992188
Iteration 375Q: 26 clusters Score -1.470686e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83834 members 
Mstep: Class 4 contains 162150 members 
Mstep: Class 5 contains 60580 members 
Mstep: Class 6 contains 12042 members 
Mstep: Class 7 contains 35991 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110260 members 
Mstep: Class 11 contains 116404 members 
Mstep: Class 12 contains 42374 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159186 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26608 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13061 members 
Mstep: Class 21 contains 102876 members 
Mstep: Class 22 contains 32964 members 
Mstep: Class 23 contains 42436 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068608.000000 Penalty: 86006.992188
Iteration 376Q: 26 clusters Score -1.470686e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83837 members 
Mstep: Class 4 contains 162157 members 
Mstep: Class 5 contains 60580 members 
Mstep: Class 6 contains 12025 members 
Mstep: Class 7 contains 35991 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110249 members 
Mstep: Class 11 contains 116448 members 
Mstep: Class 12 contains 42374 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159173 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26607 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42380 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13061 members 
Mstep: Class 21 contains 102867 members 
Mstep: Class 22 contains 32961 members 
Mstep: Class 23 contains 42437 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068592.000000 Penalty: 86006.992188
Iteration 377Q: 26 clusters Score -1.470686e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83834 members 
Mstep: Class 4 contains 162170 members 
Mstep: Class 5 contains 60579 members 
Mstep: Class 6 contains 12012 members 
Mstep: Class 7 contains 35997 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110233 members 
Mstep: Class 11 contains 116483 members 
Mstep: Class 12 contains 42376 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159172 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26607 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42379 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13061 members 
Mstep: Class 21 contains 102846 members 
Mstep: Class 22 contains 32960 members 
Mstep: Class 23 contains 42437 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068608.000000 Penalty: 86006.992188
Iteration 378Q: 26 clusters Score -1.470686e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83835 members 
Mstep: Class 4 contains 162182 members 
Mstep: Class 5 contains 60579 members 
Mstep: Class 6 contains 12007 members 
Mstep: Class 7 contains 35996 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110219 members 
Mstep: Class 11 contains 116511 members 
Mstep: Class 12 contains 42377 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159167 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26610 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42377 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13060 members 
Mstep: Class 21 contains 102828 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42440 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068560.000000 Penalty: 86006.992188
Iteration 379Q: 26 clusters Score -1.470686e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83832 members 
Mstep: Class 4 contains 162194 members 
Mstep: Class 5 contains 60576 members 
Mstep: Class 6 contains 12010 members 
Mstep: Class 7 contains 35991 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110207 members 
Mstep: Class 11 contains 116543 members 
Mstep: Class 12 contains 42376 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159155 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26614 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 102808 members 
Mstep: Class 22 contains 32960 members 
Mstep: Class 23 contains 42443 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068608.000000 Penalty: 86006.992188
Iteration 380F: 26 clusters Score -1.470686e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83825 members 
Mstep: Class 4 contains 162204 members 
Mstep: Class 5 contains 60575 members 
Mstep: Class 6 contains 12024 members 
Mstep: Class 7 contains 35991 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110193 members 
Mstep: Class 11 contains 116555 members 
Mstep: Class 12 contains 42377 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159155 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26614 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42383 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13056 members 
Mstep: Class 21 contains 102795 members 
Mstep: Class 22 contains 32958 members 
Mstep: Class 23 contains 42444 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068640.000000 Penalty: 86006.992188
Iteration 381Q: 26 clusters Score -1.470686e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83821 members 
Mstep: Class 4 contains 162210 members 
Mstep: Class 5 contains 60579 members 
Mstep: Class 6 contains 12034 members 
Mstep: Class 7 contains 35991 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110181 members 
Mstep: Class 11 contains 116571 members 
Mstep: Class 12 contains 42374 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159157 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26615 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13056 members 
Mstep: Class 21 contains 102776 members 
Mstep: Class 22 contains 32958 members 
Mstep: Class 23 contains 42445 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068752.000000 Penalty: 86006.992188
Iteration 382Q: 26 clusters Score -1.470688e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83820 members 
Mstep: Class 4 contains 162208 members 
Mstep: Class 5 contains 60580 members 
Mstep: Class 6 contains 12036 members 
Mstep: Class 7 contains 35990 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110173 members 
Mstep: Class 11 contains 116586 members 
Mstep: Class 12 contains 42372 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159162 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26616 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42384 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13056 members 
Mstep: Class 21 contains 102763 members 
Mstep: Class 22 contains 32958 members 
Mstep: Class 23 contains 42446 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068768.000000 Penalty: 86006.992188
Iteration 383Q: 26 clusters Score -1.470688e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83820 members 
Mstep: Class 4 contains 162206 members 
Mstep: Class 5 contains 60580 members 
Mstep: Class 6 contains 12045 members 
Mstep: Class 7 contains 35984 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110171 members 
Mstep: Class 11 contains 116609 members 
Mstep: Class 12 contains 42368 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159164 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26620 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42383 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 102742 members 
Mstep: Class 22 contains 32956 members 
Mstep: Class 23 contains 42445 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068800.000000 Penalty: 86006.992188
Iteration 384Q: 26 clusters Score -1.470688e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83820 members 
Mstep: Class 4 contains 162210 members 
Mstep: Class 5 contains 60582 members 
Mstep: Class 6 contains 12058 members 
Mstep: Class 7 contains 35979 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110159 members 
Mstep: Class 11 contains 116626 members 
Mstep: Class 12 contains 42369 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159161 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26618 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42378 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13060 members 
Mstep: Class 21 contains 102727 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42445 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 385Q: 26 clusters Score -1.470689e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83822 members 
Mstep: Class 4 contains 162208 members 
Mstep: Class 5 contains 60587 members 
Mstep: Class 6 contains 12056 members 
Mstep: Class 7 contains 35980 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110148 members 
Mstep: Class 11 contains 116642 members 
Mstep: Class 12 contains 42370 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159153 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26617 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13061 members 
Mstep: Class 21 contains 102716 members 
Mstep: Class 22 contains 32964 members 
Mstep: Class 23 contains 42445 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068816.000000 Penalty: 86006.992188
Iteration 386Q: 26 clusters Score -1.470688e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83821 members 
Mstep: Class 4 contains 162208 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12063 members 
Mstep: Class 7 contains 35982 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110134 members 
Mstep: Class 11 contains 116654 members 
Mstep: Class 12 contains 42372 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159154 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26618 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42382 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13062 members 
Mstep: Class 21 contains 102703 members 
Mstep: Class 22 contains 32964 members 
Mstep: Class 23 contains 42446 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068928.000000 Penalty: 86006.992188
Iteration 387Q: 26 clusters Score -1.470689e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83822 members 
Mstep: Class 4 contains 162207 members 
Mstep: Class 5 contains 60590 members 
Mstep: Class 6 contains 12060 members 
Mstep: Class 7 contains 35982 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110116 members 
Mstep: Class 11 contains 116670 members 
Mstep: Class 12 contains 42371 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159164 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26619 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42384 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13063 members 
Mstep: Class 21 contains 102693 members 
Mstep: Class 22 contains 32965 members 
Mstep: Class 23 contains 42445 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069008.000000 Penalty: 86006.992188
Iteration 388Q: 26 clusters Score -1.47069e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83826 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12064 members 
Mstep: Class 7 contains 35978 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110102 members 
Mstep: Class 11 contains 116680 members 
Mstep: Class 12 contains 42372 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159166 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26623 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42383 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13062 members 
Mstep: Class 21 contains 102682 members 
Mstep: Class 22 contains 32969 members 
Mstep: Class 23 contains 42444 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068960.000000 Penalty: 86006.992188
Iteration 389Q: 26 clusters Score -1.47069e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83828 members 
Mstep: Class 4 contains 162215 members 
Mstep: Class 5 contains 60590 members 
Mstep: Class 6 contains 12064 members 
Mstep: Class 7 contains 35977 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110096 members 
Mstep: Class 11 contains 116692 members 
Mstep: Class 12 contains 42373 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159165 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26622 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13062 members 
Mstep: Class 21 contains 102670 members 
Mstep: Class 22 contains 32971 members 
Mstep: Class 23 contains 42445 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069072.000000 Penalty: 86006.992188
Iteration 390Q: 26 clusters Score -1.470691e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83824 members 
Mstep: Class 4 contains 162213 members 
Mstep: Class 5 contains 60593 members 
Mstep: Class 6 contains 12065 members 
Mstep: Class 7 contains 35976 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110084 members 
Mstep: Class 11 contains 116721 members 
Mstep: Class 12 contains 42372 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159170 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26621 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42384 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13062 members 
Mstep: Class 21 contains 102651 members 
Mstep: Class 22 contains 32970 members 
Mstep: Class 23 contains 42446 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069040.000000 Penalty: 86006.992188
Iteration 391Q: 26 clusters Score -1.47069e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83825 members 
Mstep: Class 4 contains 162207 members 
Mstep: Class 5 contains 60592 members 
Mstep: Class 6 contains 12068 members 
Mstep: Class 7 contains 35977 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110075 members 
Mstep: Class 11 contains 116742 members 
Mstep: Class 12 contains 42374 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159169 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26621 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42388 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13062 members 
Mstep: Class 21 contains 102636 members 
Mstep: Class 22 contains 32968 members 
Mstep: Class 23 contains 42448 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069088.000000 Penalty: 86006.992188
Iteration 392Q: 26 clusters Score -1.470691e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83826 members 
Mstep: Class 4 contains 162206 members 
Mstep: Class 5 contains 60592 members 
Mstep: Class 6 contains 12073 members 
Mstep: Class 7 contains 35975 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110068 members 
Mstep: Class 11 contains 116766 members 
Mstep: Class 12 contains 42373 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159169 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26621 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42390 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13061 members 
Mstep: Class 21 contains 102618 members 
Mstep: Class 22 contains 32967 members 
Mstep: Class 23 contains 42447 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068976.000000 Penalty: 86006.992188
Iteration 393Q: 26 clusters Score -1.47069e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83826 members 
Mstep: Class 4 contains 162205 members 
Mstep: Class 5 contains 60591 members 
Mstep: Class 6 contains 12075 members 
Mstep: Class 7 contains 35975 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110057 members 
Mstep: Class 11 contains 116796 members 
Mstep: Class 12 contains 42375 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159163 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26622 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42393 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 102603 members 
Mstep: Class 22 contains 32965 members 
Mstep: Class 23 contains 42447 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068912.000000 Penalty: 86006.992188
Iteration 394Q: 26 clusters Score -1.470689e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83833 members 
Mstep: Class 4 contains 162206 members 
Mstep: Class 5 contains 60593 members 
Mstep: Class 6 contains 12076 members 
Mstep: Class 7 contains 35973 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110052 members 
Mstep: Class 11 contains 116812 members 
Mstep: Class 12 contains 42375 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159160 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26622 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42397 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 102584 members 
Mstep: Class 22 contains 32964 members 
Mstep: Class 23 contains 42446 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 395Q: 26 clusters Score -1.470688e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83833 members 
Mstep: Class 4 contains 162204 members 
Mstep: Class 5 contains 60591 members 
Mstep: Class 6 contains 12077 members 
Mstep: Class 7 contains 35973 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110045 members 
Mstep: Class 11 contains 116836 members 
Mstep: Class 12 contains 42375 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159162 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26623 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42400 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13059 members 
Mstep: Class 21 contains 102560 members 
Mstep: Class 22 contains 32967 members 
Mstep: Class 23 contains 42447 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068928.000000 Penalty: 86006.992188
Iteration 396Q: 26 clusters Score -1.470689e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83834 members 
Mstep: Class 4 contains 162205 members 
Mstep: Class 5 contains 60590 members 
Mstep: Class 6 contains 12079 members 
Mstep: Class 7 contains 35972 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110037 members 
Mstep: Class 11 contains 116842 members 
Mstep: Class 12 contains 42374 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26628 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42401 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 102550 members 
Mstep: Class 22 contains 32967 members 
Mstep: Class 23 contains 42447 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068848.000000 Penalty: 86006.992188
Iteration 397Q: 26 clusters Score -1.470688e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83837 members 
Mstep: Class 4 contains 162206 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12080 members 
Mstep: Class 7 contains 35973 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110034 members 
Mstep: Class 11 contains 116855 members 
Mstep: Class 12 contains 42375 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159163 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26630 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42403 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 102537 members 
Mstep: Class 22 contains 32968 members 
Mstep: Class 23 contains 42448 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068816.000000 Penalty: 86006.992188
Iteration 398Q: 26 clusters Score -1.470688e+08 nChanged 42
Entering ConstructFrom: 
Score: -147068816.000000 Penalty: 86006.992188
Entering ConstructFrom: 
Trying to split cluster 1 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -566970.937500 Penalty: 2065.156250
	Iteration 0F: 2 clusters Score -566970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -562988.687500 Penalty: 4130.312500
	Iteration 0F: 3 clusters Score -562988.7 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -563878.500000 Penalty: 4130.312500
	Iteration 1F: 3 clusters Score -563878.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -564087.375000 Penalty: 4130.312500
	Iteration 2F: 3 clusters Score -564087.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -564214.312500 Penalty: 4130.312500
	Iteration 3F: 3 clusters Score -564214.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -564292.937500 Penalty: 4130.312500
	Iteration 4Q: 3 clusters Score -564292.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -564354.750000 Penalty: 4130.312500
	Iteration 5Q: 3 clusters Score -564354.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -564403.312500 Penalty: 4130.312500
	Iteration 6Q: 3 clusters Score -564403.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -564440.562500 Penalty: 4130.312500
	Iteration 7Q: 3 clusters Score -564440.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -564474.312500 Penalty: 4130.312500
	Iteration 8Q: 3 clusters Score -564474.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -564518.000000 Penalty: 4130.312500
	Iteration 9Q: 3 clusters Score -564518 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -564561.875000 Penalty: 4130.312500
	Iteration 10Q: 3 clusters Score -564561.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -564612.187500 Penalty: 4130.312500
	Iteration 11Q: 3 clusters Score -564612.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -564661.750000 Penalty: 4130.312500
	Iteration 12Q: 3 clusters Score -564661.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -564715.437500 Penalty: 4130.312500
	Iteration 13Q: 3 clusters Score -564715.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -564764.687500 Penalty: 4130.312500
	Iteration 14Q: 3 clusters Score -564764.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -564799.875000 Penalty: 4130.312500
	Iteration 15Q: 3 clusters Score -564799.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -564826.750000 Penalty: 4130.312500
	Iteration 16Q: 3 clusters Score -564826.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -564854.375000 Penalty: 4130.312500
	Iteration 17Q: 3 clusters Score -564854.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -564879.812500 Penalty: 4130.312500
	Iteration 18Q: 3 clusters Score -564879.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -564905.312500 Penalty: 4130.312500
	Iteration 19Q: 3 clusters Score -564905.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -564936.625000 Penalty: 4130.312500
	Iteration 20F: 3 clusters Score -564936.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -564967.687500 Penalty: 4130.312500
	Iteration 21Q: 3 clusters Score -564967.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -565005.625000 Penalty: 4130.312500
	Iteration 22Q: 3 clusters Score -565005.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -565035.937500 Penalty: 4130.312500
	Iteration 23Q: 3 clusters Score -565035.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -565064.625000 Penalty: 4130.312500
	Iteration 24Q: 3 clusters Score -565064.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -565099.187500 Penalty: 4130.312500
	Iteration 25Q: 3 clusters Score -565099.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -565138.812500 Penalty: 4130.312500
	Iteration 26Q: 3 clusters Score -565138.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -565165.687500 Penalty: 4130.312500
	Iteration 27Q: 3 clusters Score -565165.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -565187.562500 Penalty: 4130.312500
	Iteration 28Q: 3 clusters Score -565187.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -565197.875000 Penalty: 4130.312500
	Iteration 29Q: 3 clusters Score -565197.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -565212.687500 Penalty: 4130.312500
	Iteration 30Q: 3 clusters Score -565212.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -565232.625000 Penalty: 4130.312500
	Iteration 31Q: 3 clusters Score -565232.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -565248.437500 Penalty: 4130.312500
	Iteration 32Q: 3 clusters Score -565248.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -565257.062500 Penalty: 4130.312500
	Iteration 33Q: 3 clusters Score -565257.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -565268.500000 Penalty: 4130.312500
	Iteration 34Q: 3 clusters Score -565268.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -565278.125000 Penalty: 4130.312500
	Iteration 35Q: 3 clusters Score -565278.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -565287.750000 Penalty: 4130.312500
	Iteration 36Q: 3 clusters Score -565287.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -565301.437500 Penalty: 4130.312500
	Iteration 37Q: 3 clusters Score -565301.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -565313.875000 Penalty: 4130.312500
	Iteration 38Q: 3 clusters Score -565313.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -565322.375000 Penalty: 4130.312500
	Iteration 39Q: 3 clusters Score -565322.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -565331.250000 Penalty: 4130.312500
	Iteration 40F: 3 clusters Score -565331.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -565338.437500 Penalty: 4130.312500
	Iteration 41Q: 3 clusters Score -565338.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -565348.625000 Penalty: 4130.312500
	Iteration 42Q: 3 clusters Score -565348.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -565356.437500 Penalty: 4130.312500
	Iteration 43Q: 3 clusters Score -565356.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -565359.875000 Penalty: 4130.312500
	Iteration 44Q: 3 clusters Score -565359.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -565363.750000 Penalty: 4130.312500
	Iteration 45Q: 3 clusters Score -565363.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -565368.375000 Penalty: 4130.312500
	Iteration 46Q: 3 clusters Score -565368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -565370.937500 Penalty: 4130.312500
	Iteration 47Q: 3 clusters Score -565370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -565373.250000 Penalty: 4130.312500
	Iteration 48Q: 3 clusters Score -565373.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -565373.250000 Penalty: 4130.312500
	Iteration 49F: 3 clusters Score -565373.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -144608.718750 Penalty: 1720.934937
	Iteration 0F: 2 clusters Score -144608.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -142617.468750 Penalty: 3441.869873
	Iteration 0F: 3 clusters Score -142617.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -142891.578125 Penalty: 3441.869873
	Iteration 1F: 3 clusters Score -142891.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -142980.546875 Penalty: 3441.869873
	Iteration 2F: 3 clusters Score -142980.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -143028.828125 Penalty: 3441.869873
	Iteration 3Q: 3 clusters Score -143028.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -143049.921875 Penalty: 3441.869873
	Iteration 4Q: 3 clusters Score -143049.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -143064.140625 Penalty: 3441.869873
	Iteration 5Q: 3 clusters Score -143064.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -143076.593750 Penalty: 3441.869873
	Iteration 6Q: 3 clusters Score -143076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -143080.359375 Penalty: 3441.869873
	Iteration 7Q: 3 clusters Score -143080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143080.796875 Penalty: 3441.869873
	Iteration 8Q: 3 clusters Score -143080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143080.796875 Penalty: 3441.869873
	Iteration 9F: 3 clusters Score -143080.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Entering Unmasked Estep 
Score: -11928036.000000 Penalty: 2811.492920
	Iteration 0F: 2 clusters Score -1.192804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -11871786.000000 Penalty: 5622.985840
	Iteration 0F: 3 clusters Score -1.187179e+07 nChanged 39571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -11894993.000000 Penalty: 5622.985840
	Iteration 1F: 3 clusters Score -1.189499e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -11896334.000000 Penalty: 5622.985840
	Iteration 2Q: 3 clusters Score -1.189633e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -11897867.000000 Penalty: 5622.985840
	Iteration 3Q: 3 clusters Score -1.189787e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -11900189.000000 Penalty: 5622.985840
	Iteration 4Q: 3 clusters Score -1.190019e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -11903247.000000 Penalty: 5622.985840
	Iteration 5F: 3 clusters Score -1.190325e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -11907218.000000 Penalty: 5622.985840
	Iteration 6F: 3 clusters Score -1.190722e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -11910908.000000 Penalty: 5622.985840
	Iteration 7F: 3 clusters Score -1.191091e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -11913376.000000 Penalty: 5622.985840
	Iteration 8F: 3 clusters Score -1.191338e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -11914446.000000 Penalty: 5622.985840
	Iteration 9Q: 3 clusters Score -1.191445e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -11914960.000000 Penalty: 5622.985840
	Iteration 10Q: 3 clusters Score -1.191496e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -11915310.000000 Penalty: 5622.985840
	Iteration 11Q: 3 clusters Score -1.191531e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -11915536.000000 Penalty: 5622.985840
	Iteration 12Q: 3 clusters Score -1.191554e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -11915829.000000 Penalty: 5622.985840
	Iteration 13Q: 3 clusters Score -1.191583e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -11916213.000000 Penalty: 5622.985840
	Iteration 14Q: 3 clusters Score -1.191621e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -11916626.000000 Penalty: 5622.985840
	Iteration 15Q: 3 clusters Score -1.191663e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -11917000.000000 Penalty: 5622.985840
	Iteration 16Q: 3 clusters Score -1.1917e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -11917342.000000 Penalty: 5622.985840
	Iteration 17Q: 3 clusters Score -1.191734e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -11917785.000000 Penalty: 5622.985840
	Iteration 18Q: 3 clusters Score -1.191778e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -11918252.000000 Penalty: 5622.985840
	Iteration 19Q: 3 clusters Score -1.191825e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -11918737.000000 Penalty: 5622.985840
	Iteration 20F: 3 clusters Score -1.191874e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -11919258.000000 Penalty: 5622.985840
	Iteration 21Q: 3 clusters Score -1.191926e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -11919654.000000 Penalty: 5622.985840
	Iteration 22Q: 3 clusters Score -1.191965e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -11920086.000000 Penalty: 5622.985840
	Iteration 23Q: 3 clusters Score -1.192009e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -11920599.000000 Penalty: 5622.985840
	Iteration 24Q: 3 clusters Score -1.19206e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -11920999.000000 Penalty: 5622.985840
	Iteration 25Q: 3 clusters Score -1.1921e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -11921481.000000 Penalty: 5622.985840
	Iteration 26Q: 3 clusters Score -1.192148e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -11921913.000000 Penalty: 5622.985840
	Iteration 27Q: 3 clusters Score -1.192191e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -11922311.000000 Penalty: 5622.985840
	Iteration 28Q: 3 clusters Score -1.192231e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -11922749.000000 Penalty: 5622.985840
	Iteration 29Q: 3 clusters Score -1.192275e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -11923225.000000 Penalty: 5622.985840
	Iteration 30Q: 3 clusters Score -1.192322e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -11923622.000000 Penalty: 5622.985840
	Iteration 31Q: 3 clusters Score -1.192362e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -11924004.000000 Penalty: 5622.985840
	Iteration 32Q: 3 clusters Score -1.1924e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -11924398.000000 Penalty: 5622.985840
	Iteration 33Q: 3 clusters Score -1.19244e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 80510 members 
Entering Unmasked Estep 
Score: -11924719.000000 Penalty: 5622.985840
	Iteration 34Q: 3 clusters Score -1.192472e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -11924979.000000 Penalty: 5622.985840
	Iteration 35Q: 3 clusters Score -1.192498e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 81259 members 
Entering Unmasked Estep 
Score: -11925162.000000 Penalty: 5622.985840
	Iteration 36Q: 3 clusters Score -1.192516e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
Score: -11925305.000000 Penalty: 5622.985840
	Iteration 37Q: 3 clusters Score -1.19253e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -11925409.000000 Penalty: 5622.985840
	Iteration 38Q: 3 clusters Score -1.192541e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -11925470.000000 Penalty: 5622.985840
	Iteration 39Q: 3 clusters Score -1.192547e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -11925519.000000 Penalty: 5622.985840
	Iteration 40F: 3 clusters Score -1.192552e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 82012 members 
Entering Unmasked Estep 
Score: -11925567.000000 Penalty: 5622.985840
	Iteration 41Q: 3 clusters Score -1.192557e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -11925602.000000 Penalty: 5622.985840
	Iteration 42Q: 3 clusters Score -1.19256e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
Score: -11925622.000000 Penalty: 5622.985840
	Iteration 43Q: 3 clusters Score -1.192562e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -11925644.000000 Penalty: 5622.985840
	Iteration 44Q: 3 clusters Score -1.192564e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -11925653.000000 Penalty: 5622.985840
	Iteration 45Q: 3 clusters Score -1.192565e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -11925673.000000 Penalty: 5622.985840
	Iteration 46Q: 3 clusters Score -1.192567e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 82301 members 
Entering Unmasked Estep 
Score: -11925669.000000 Penalty: 5622.985840
	Iteration 47Q: 3 clusters Score -1.192567e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -11925684.000000 Penalty: 5622.985840
	Iteration 48Q: 3 clusters Score -1.192568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -11925708.000000 Penalty: 5622.985840
	Iteration 49Q: 3 clusters Score -1.192571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -11925698.000000 Penalty: 5622.985840
	Iteration 50Q: 3 clusters Score -1.19257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -11925717.000000 Penalty: 5622.985840
	Iteration 51Q: 3 clusters Score -1.192572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -11925706.000000 Penalty: 5622.985840
	Iteration 52Q: 3 clusters Score -1.192571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 82407 members 
Entering Unmasked Estep 
Score: -11925704.000000 Penalty: 5622.985840
	Iteration 53Q: 3 clusters Score -1.19257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -11925725.000000 Penalty: 5622.985840
	Iteration 54Q: 3 clusters Score -1.192572e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -11925735.000000 Penalty: 5622.985840
	Iteration 55Q: 3 clusters Score -1.192574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 82448 members 
Entering Unmasked Estep 
Score: -11925727.000000 Penalty: 5622.985840
	Iteration 56Q: 3 clusters Score -1.192573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 82464 members 
Entering Unmasked Estep 
Score: -11925726.000000 Penalty: 5622.985840
	Iteration 57Q: 3 clusters Score -1.192573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 82477 members 
Entering Unmasked Estep 
Score: -11925727.000000 Penalty: 5622.985840
	Iteration 58Q: 3 clusters Score -1.192573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 82486 members 
Entering Unmasked Estep 
Score: -11925730.000000 Penalty: 5622.985840
	Iteration 59Q: 3 clusters Score -1.192573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -11925726.000000 Penalty: 5622.985840
	Iteration 60F: 3 clusters Score -1.192573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 82498 members 
Entering Unmasked Estep 
Score: -11925734.000000 Penalty: 5622.985840
	Iteration 61Q: 3 clusters Score -1.192573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -11925748.000000 Penalty: 5622.985840
	Iteration 62Q: 3 clusters Score -1.192575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -11925747.000000 Penalty: 5622.985840
	Iteration 63Q: 3 clusters Score -1.192575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -11925742.000000 Penalty: 5622.985840
	Iteration 64Q: 3 clusters Score -1.192574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 82515 members 
Entering Unmasked Estep 
Score: -11925749.000000 Penalty: 5622.985840
	Iteration 65Q: 3 clusters Score -1.192575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -11925753.000000 Penalty: 5622.985840
	Iteration 66Q: 3 clusters Score -1.192575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -11925751.000000 Penalty: 5622.985840
	Iteration 67Q: 3 clusters Score -1.192575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -11925747.000000 Penalty: 5622.985840
	Iteration 68Q: 3 clusters Score -1.192575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -11925751.000000 Penalty: 5622.985840
	Iteration 69Q: 3 clusters Score -1.192575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -11925751.000000 Penalty: 5622.985840
	Iteration 70F: 3 clusters Score -1.192575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162207 members 
Entering Unmasked Estep 
Score: -22770220.000000 Penalty: 2975.163818
	Iteration 0F: 2 clusters Score -2.277022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -22664826.000000 Penalty: 5950.327637
	Iteration 0F: 3 clusters Score -2.266483e+07 nChanged 77481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -22709502.000000 Penalty: 5950.327637
	Iteration 1F: 3 clusters Score -2.27095e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -22710598.000000 Penalty: 5950.327637
	Iteration 2Q: 3 clusters Score -2.27106e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
Score: -22712162.000000 Penalty: 5950.327637
	Iteration 3Q: 3 clusters Score -2.271216e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -22714376.000000 Penalty: 5950.327637
	Iteration 4Q: 3 clusters Score -2.271438e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -22717896.000000 Penalty: 5950.327637
	Iteration 5Q: 3 clusters Score -2.27179e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89716 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -22723796.000000 Penalty: 5950.327637
	Iteration 6F: 3 clusters Score -2.27238e+07 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94387 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -22731868.000000 Penalty: 5950.327637
	Iteration 7F: 3 clusters Score -2.273187e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -22741240.000000 Penalty: 5950.327637
	Iteration 8F: 3 clusters Score -2.274124e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -22748460.000000 Penalty: 5950.327637
	Iteration 9F: 3 clusters Score -2.274846e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -22752034.000000 Penalty: 5950.327637
	Iteration 10Q: 3 clusters Score -2.275203e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109902 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -22753998.000000 Penalty: 5950.327637
	Iteration 11Q: 3 clusters Score -2.2754e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112987 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -22755498.000000 Penalty: 5950.327637
	Iteration 12Q: 3 clusters Score -2.27555e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116074 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -22757024.000000 Penalty: 5950.327637
	Iteration 13Q: 3 clusters Score -2.275702e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119120 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -22758654.000000 Penalty: 5950.327637
	Iteration 14Q: 3 clusters Score -2.275865e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122017 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -22759968.000000 Penalty: 5950.327637
	Iteration 15Q: 3 clusters Score -2.275997e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124809 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -22761376.000000 Penalty: 5950.327637
	Iteration 16Q: 3 clusters Score -2.276138e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127319 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -22762560.000000 Penalty: 5950.327637
	Iteration 17Q: 3 clusters Score -2.276256e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129622 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -22763610.000000 Penalty: 5950.327637
	Iteration 18Q: 3 clusters Score -2.276361e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131742 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -22764420.000000 Penalty: 5950.327637
	Iteration 19Q: 3 clusters Score -2.276442e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133715 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -22765272.000000 Penalty: 5950.327637
	Iteration 20F: 3 clusters Score -2.276527e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135518 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -22766002.000000 Penalty: 5950.327637
	Iteration 21Q: 3 clusters Score -2.2766e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137204 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -22766624.000000 Penalty: 5950.327637
	Iteration 22Q: 3 clusters Score -2.276662e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138725 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -22767040.000000 Penalty: 5950.327637
	Iteration 23Q: 3 clusters Score -2.276704e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140217 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -22767536.000000 Penalty: 5950.327637
	Iteration 24Q: 3 clusters Score -2.276754e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141585 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -22768010.000000 Penalty: 5950.327637
	Iteration 25Q: 3 clusters Score -2.276801e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -22768368.000000 Penalty: 5950.327637
	Iteration 26Q: 3 clusters Score -2.276837e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143924 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -22768772.000000 Penalty: 5950.327637
	Iteration 27Q: 3 clusters Score -2.276877e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144945 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -22769002.000000 Penalty: 5950.327637
	Iteration 28Q: 3 clusters Score -2.2769e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145896 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -22769350.000000 Penalty: 5950.327637
	Iteration 29Q: 3 clusters Score -2.276935e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146806 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -22769554.000000 Penalty: 5950.327637
	Iteration 30Q: 3 clusters Score -2.276955e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147631 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -22769840.000000 Penalty: 5950.327637
	Iteration 31Q: 3 clusters Score -2.276984e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148393 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -22770034.000000 Penalty: 5950.327637
	Iteration 32Q: 3 clusters Score -2.277003e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149116 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -22770078.000000 Penalty: 5950.327637
	Iteration 33Q: 3 clusters Score -2.277008e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149715 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -22770198.000000 Penalty: 5950.327637
	Iteration 34Q: 3 clusters Score -2.27702e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150244 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -22770186.000000 Penalty: 5950.327637
	Iteration 35Q: 3 clusters Score -2.277019e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150710 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -22770286.000000 Penalty: 5950.327637
	Iteration 36Q: 3 clusters Score -2.277029e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151148 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -22770266.000000 Penalty: 5950.327637
	Iteration 37Q: 3 clusters Score -2.277027e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151553 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -22770312.000000 Penalty: 5950.327637
	Iteration 38Q: 3 clusters Score -2.277031e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151929 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -22770350.000000 Penalty: 5950.327637
	Iteration 39Q: 3 clusters Score -2.277035e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -22770380.000000 Penalty: 5950.327637
	Iteration 40F: 3 clusters Score -2.277038e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152600 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -22770364.000000 Penalty: 5950.327637
	Iteration 41Q: 3 clusters Score -2.277036e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152886 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -22770360.000000 Penalty: 5950.327637
	Iteration 42Q: 3 clusters Score -2.277036e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153144 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -22770336.000000 Penalty: 5950.327637
	Iteration 43Q: 3 clusters Score -2.277034e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153380 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -22770330.000000 Penalty: 5950.327637
	Iteration 44Q: 3 clusters Score -2.277033e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153596 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -22770304.000000 Penalty: 5950.327637
	Iteration 45Q: 3 clusters Score -2.27703e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153792 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -22770264.000000 Penalty: 5950.327637
	Iteration 46Q: 3 clusters Score -2.277026e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153979 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -22770242.000000 Penalty: 5950.327637
	Iteration 47Q: 3 clusters Score -2.277024e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154142 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -22770186.000000 Penalty: 5950.327637
	Iteration 48Q: 3 clusters Score -2.277019e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154289 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -22770204.000000 Penalty: 5950.327637
	Iteration 49Q: 3 clusters Score -2.27702e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154422 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -22770198.000000 Penalty: 5950.327637
	Iteration 50Q: 3 clusters Score -2.27702e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154560 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -22770156.000000 Penalty: 5950.327637
	Iteration 51Q: 3 clusters Score -2.277016e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154673 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -22770184.000000 Penalty: 5950.327637
	Iteration 52Q: 3 clusters Score -2.277018e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154776 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -22770160.000000 Penalty: 5950.327637
	Iteration 53Q: 3 clusters Score -2.277016e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154851 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -22770106.000000 Penalty: 5950.327637
	Iteration 54Q: 3 clusters Score -2.277011e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154919 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -22770096.000000 Penalty: 5950.327637
	Iteration 55Q: 3 clusters Score -2.27701e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154977 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -22770050.000000 Penalty: 5950.327637
	Iteration 56Q: 3 clusters Score -2.277005e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -22770024.000000 Penalty: 5950.327637
	Iteration 57Q: 3 clusters Score -2.277002e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155075 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -22769988.000000 Penalty: 5950.327637
	Iteration 58Q: 3 clusters Score -2.276999e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155118 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -22770000.000000 Penalty: 5950.327637
	Iteration 59Q: 3 clusters Score -2.277e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155164 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -22769944.000000 Penalty: 5950.327637
	Iteration 60F: 3 clusters Score -2.276994e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155219 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -22769972.000000 Penalty: 5950.327637
	Iteration 61Q: 3 clusters Score -2.276997e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -22769992.000000 Penalty: 5950.327637
	Iteration 62Q: 3 clusters Score -2.276999e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155309 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -22769974.000000 Penalty: 5950.327637
	Iteration 63Q: 3 clusters Score -2.276997e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155343 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -22769972.000000 Penalty: 5950.327637
	Iteration 64Q: 3 clusters Score -2.276997e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155376 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -22769974.000000 Penalty: 5950.327637
	Iteration 65Q: 3 clusters Score -2.276997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155406 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -22769972.000000 Penalty: 5950.327637
	Iteration 66Q: 3 clusters Score -2.276997e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155435 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -22769952.000000 Penalty: 5950.327637
	Iteration 67Q: 3 clusters Score -2.276995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155467 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -22769958.000000 Penalty: 5950.327637
	Iteration 68Q: 3 clusters Score -2.276996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155491 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -22769932.000000 Penalty: 5950.327637
	Iteration 69Q: 3 clusters Score -2.276993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155514 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -22769948.000000 Penalty: 5950.327637
	Iteration 70Q: 3 clusters Score -2.276995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155533 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -22769956.000000 Penalty: 5950.327637
	Iteration 71Q: 3 clusters Score -2.276996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155543 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -22769964.000000 Penalty: 5950.327637
	Iteration 72Q: 3 clusters Score -2.276996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155551 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -22769954.000000 Penalty: 5950.327637
	Iteration 73Q: 3 clusters Score -2.276995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155554 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -22769956.000000 Penalty: 5950.327637
	Iteration 74Q: 3 clusters Score -2.276996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -22769978.000000 Penalty: 5950.327637
	Iteration 75Q: 3 clusters Score -2.276998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -22769966.000000 Penalty: 5950.327637
	Iteration 76Q: 3 clusters Score -2.276997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155571 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -22769956.000000 Penalty: 5950.327637
	Iteration 77Q: 3 clusters Score -2.276996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155577 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -22769962.000000 Penalty: 5950.327637
	Iteration 78Q: 3 clusters Score -2.276996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -22769946.000000 Penalty: 5950.327637
	Iteration 79Q: 3 clusters Score -2.276995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -22769962.000000 Penalty: 5950.327637
	Iteration 80F: 3 clusters Score -2.276996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155607 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -22769958.000000 Penalty: 5950.327637
	Iteration 81Q: 3 clusters Score -2.276996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155617 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -22769950.000000 Penalty: 5950.327637
	Iteration 82Q: 3 clusters Score -2.276995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155625 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -22769960.000000 Penalty: 5950.327637
	Iteration 83Q: 3 clusters Score -2.276996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155632 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -22769964.000000 Penalty: 5950.327637
	Iteration 84Q: 3 clusters Score -2.276996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155637 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -22769966.000000 Penalty: 5950.327637
	Iteration 85Q: 3 clusters Score -2.276997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155641 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -22769964.000000 Penalty: 5950.327637
	Iteration 86Q: 3 clusters Score -2.276996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155649 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -22769958.000000 Penalty: 5950.327637
	Iteration 87Q: 3 clusters Score -2.276996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155659 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -22769964.000000 Penalty: 5950.327637
	Iteration 88Q: 3 clusters Score -2.276996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155671 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -22769968.000000 Penalty: 5950.327637
	Iteration 89Q: 3 clusters Score -2.276997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155681 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -22769962.000000 Penalty: 5950.327637
	Iteration 90Q: 3 clusters Score -2.276996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155686 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -22769970.000000 Penalty: 5950.327637
	Iteration 91Q: 3 clusters Score -2.276997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155690 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -22769980.000000 Penalty: 5950.327637
	Iteration 92Q: 3 clusters Score -2.276998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155693 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -22769978.000000 Penalty: 5950.327637
	Iteration 93Q: 3 clusters Score -2.276998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155698 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -22769966.000000 Penalty: 5950.327637
	Iteration 94Q: 3 clusters Score -2.276997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155700 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -22769966.000000 Penalty: 5950.327637
	Iteration 95Q: 3 clusters Score -2.276997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155701 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -22769968.000000 Penalty: 5950.327637
	Iteration 96Q: 3 clusters Score -2.276997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155701 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -22769968.000000 Penalty: 5950.327637
	Iteration 97F: 3 clusters Score -2.276997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Entering Unmasked Estep 
Score: -8651190.000000 Penalty: 2730.943359
	Iteration 0F: 2 clusters Score -8651190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -8610295.000000 Penalty: 5461.886719
	Iteration 0F: 3 clusters Score -8610295 nChanged 28273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -8626085.000000 Penalty: 5461.886719
	Iteration 1F: 3 clusters Score -8626085 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -8626772.000000 Penalty: 5461.886719
	Iteration 2Q: 3 clusters Score -8626772 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -8627526.000000 Penalty: 5461.886719
	Iteration 3Q: 3 clusters Score -8627526 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -8628794.000000 Penalty: 5461.886719
	Iteration 4Q: 3 clusters Score -8628794 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -8630760.000000 Penalty: 5461.886719
	Iteration 5F: 3 clusters Score -8630760 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -8633746.000000 Penalty: 5461.886719
	Iteration 6F: 3 clusters Score -8633746 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -8637689.000000 Penalty: 5461.886719
	Iteration 7F: 3 clusters Score -8637689 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -8641787.000000 Penalty: 5461.886719
	Iteration 8F: 3 clusters Score -8641787 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -8644937.000000 Penalty: 5461.886719
	Iteration 9F: 3 clusters Score -8644937 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -8646682.000000 Penalty: 5461.886719
	Iteration 10Q: 3 clusters Score -8646682 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8647529.000000 Penalty: 5461.886719
	Iteration 11Q: 3 clusters Score -8647529 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8648009.000000 Penalty: 5461.886719
	Iteration 12Q: 3 clusters Score -8648009 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8648315.000000 Penalty: 5461.886719
	Iteration 13Q: 3 clusters Score -8648315 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8648443.000000 Penalty: 5461.886719
	Iteration 14Q: 3 clusters Score -8648443 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8648526.000000 Penalty: 5461.886719
	Iteration 15Q: 3 clusters Score -8648526 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8648597.000000 Penalty: 5461.886719
	Iteration 16Q: 3 clusters Score -8648597 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8648659.000000 Penalty: 5461.886719
	Iteration 17Q: 3 clusters Score -8648659 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8648702.000000 Penalty: 5461.886719
	Iteration 18Q: 3 clusters Score -8648702 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8648738.000000 Penalty: 5461.886719
	Iteration 19Q: 3 clusters Score -8648738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8648779.000000 Penalty: 5461.886719
	Iteration 20F: 3 clusters Score -8648779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8648810.000000 Penalty: 5461.886719
	Iteration 21Q: 3 clusters Score -8648810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59471 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8648822.000000 Penalty: 5461.886719
	Iteration 22Q: 3 clusters Score -8648822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8648830.000000 Penalty: 5461.886719
	Iteration 23Q: 3 clusters Score -8648830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8648857.000000 Penalty: 5461.886719
	Iteration 24Q: 3 clusters Score -8648857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8648864.000000 Penalty: 5461.886719
	Iteration 25Q: 3 clusters Score -8648864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8648876.000000 Penalty: 5461.886719
	Iteration 26Q: 3 clusters Score -8648876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8648884.000000 Penalty: 5461.886719
	Iteration 27Q: 3 clusters Score -8648884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8648888.000000 Penalty: 5461.886719
	Iteration 28Q: 3 clusters Score -8648888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8648898.000000 Penalty: 5461.886719
	Iteration 29Q: 3 clusters Score -8648898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8648907.000000 Penalty: 5461.886719
	Iteration 30Q: 3 clusters Score -8648907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8648909.000000 Penalty: 5461.886719
	Iteration 31Q: 3 clusters Score -8648909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8648908.000000 Penalty: 5461.886719
	Iteration 32Q: 3 clusters Score -8648908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8648916.000000 Penalty: 5461.886719
	Iteration 33Q: 3 clusters Score -8648916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8648922.000000 Penalty: 5461.886719
	Iteration 34Q: 3 clusters Score -8648922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8648919.000000 Penalty: 5461.886719
	Iteration 35Q: 3 clusters Score -8648919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8648917.000000 Penalty: 5461.886719
	Iteration 36Q: 3 clusters Score -8648917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8648927.000000 Penalty: 5461.886719
	Iteration 37Q: 3 clusters Score -8648927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8648927.000000 Penalty: 5461.886719
	Iteration 38Q: 3 clusters Score -8648927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8648923.000000 Penalty: 5461.886719
	Iteration 39Q: 3 clusters Score -8648923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8648927.000000 Penalty: 5461.886719
	Iteration 40F: 3 clusters Score -8648927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8648940.000000 Penalty: 5461.886719
	Iteration 41Q: 3 clusters Score -8648940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8648940.000000 Penalty: 5461.886719
	Iteration 42Q: 3 clusters Score -8648940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8648944.000000 Penalty: 5461.886719
	Iteration 43Q: 3 clusters Score -8648944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8648945.000000 Penalty: 5461.886719
	Iteration 44Q: 3 clusters Score -8648945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8648945.000000 Penalty: 5461.886719
	Iteration 45Q: 3 clusters Score -8648945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8648942.000000 Penalty: 5461.886719
	Iteration 46Q: 3 clusters Score -8648942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8648942.000000 Penalty: 5461.886719
	Iteration 47F: 3 clusters Score -8648942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Entering Unmasked Estep 
Score: -1698060.500000 Penalty: 2331.028076
	Iteration 0F: 2 clusters Score -1698060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1689013.625000 Penalty: 4662.056152
	Iteration 0F: 3 clusters Score -1689014 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1691679.875000 Penalty: 4662.056152
	Iteration 1F: 3 clusters Score -1691680 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1691976.000000 Penalty: 4662.056152
	Iteration 2F: 3 clusters Score -1691976 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1692242.750000 Penalty: 4662.056152
	Iteration 3Q: 3 clusters Score -1692243 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1692485.375000 Penalty: 4662.056152
	Iteration 4Q: 3 clusters Score -1692485 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1692700.250000 Penalty: 4662.056152
	Iteration 5Q: 3 clusters Score -1692700 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1692902.875000 Penalty: 4662.056152
	Iteration 6Q: 3 clusters Score -1692903 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1693156.125000 Penalty: 4662.056152
	Iteration 7Q: 3 clusters Score -1693156 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1693457.875000 Penalty: 4662.056152
	Iteration 8Q: 3 clusters Score -1693458 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1693864.000000 Penalty: 4662.056152
	Iteration 9Q: 3 clusters Score -1693864 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1694362.250000 Penalty: 4662.056152
	Iteration 10F: 3 clusters Score -1694362 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1694859.250000 Penalty: 4662.056152
	Iteration 11Q: 3 clusters Score -1694859 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1695424.625000 Penalty: 4662.056152
	Iteration 12Q: 3 clusters Score -1695425 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1695983.375000 Penalty: 4662.056152
	Iteration 13Q: 3 clusters Score -1695983 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1696394.625000 Penalty: 4662.056152
	Iteration 14Q: 3 clusters Score -1696395 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1696633.125000 Penalty: 4662.056152
	Iteration 15Q: 3 clusters Score -1696633 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1696724.500000 Penalty: 4662.056152
	Iteration 16Q: 3 clusters Score -1696724 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1696762.000000 Penalty: 4662.056152
	Iteration 17Q: 3 clusters Score -1696762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1696783.125000 Penalty: 4662.056152
	Iteration 18Q: 3 clusters Score -1696783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1696786.875000 Penalty: 4662.056152
	Iteration 19Q: 3 clusters Score -1696787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1696792.250000 Penalty: 4662.056152
	Iteration 20F: 3 clusters Score -1696792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1696794.375000 Penalty: 4662.056152
	Iteration 21Q: 3 clusters Score -1696794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1696794.500000 Penalty: 4662.056152
	Iteration 22Q: 3 clusters Score -1696794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1696798.875000 Penalty: 4662.056152
	Iteration 23Q: 3 clusters Score -1696799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1696801.750000 Penalty: 4662.056152
	Iteration 24Q: 3 clusters Score -1696802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1696800.250000 Penalty: 4662.056152
	Iteration 25Q: 3 clusters Score -1696800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1696801.000000 Penalty: 4662.056152
	Iteration 26Q: 3 clusters Score -1696801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1696801.000000 Penalty: 4662.056152
	Iteration 27Q: 3 clusters Score -1696801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1696801.000000 Penalty: 4662.056152
	Iteration 28F: 3 clusters Score -1696801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Entering Unmasked Estep 
Score: -5146364.500000 Penalty: 2601.635986
	Iteration 0F: 2 clusters Score -5146364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -5121916.500000 Penalty: 5203.271973
	Iteration 0F: 3 clusters Score -5121916 nChanged 16381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -5130795.000000 Penalty: 5203.271973
	Iteration 1F: 3 clusters Score -5130795 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -5131331.500000 Penalty: 5203.271973
	Iteration 2Q: 3 clusters Score -5131332 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -5131792.000000 Penalty: 5203.271973
	Iteration 3Q: 3 clusters Score -5131792 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -5132310.000000 Penalty: 5203.271973
	Iteration 4Q: 3 clusters Score -5132310 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -5132749.500000 Penalty: 5203.271973
	Iteration 5Q: 3 clusters Score -5132750 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -5133390.500000 Penalty: 5203.271973
	Iteration 6Q: 3 clusters Score -5133390 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -5134328.500000 Penalty: 5203.271973
	Iteration 7Q: 3 clusters Score -5134328 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -5135574.000000 Penalty: 5203.271973
	Iteration 8F: 3 clusters Score -5135574 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -5137092.000000 Penalty: 5203.271973
	Iteration 9F: 3 clusters Score -5137092 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -5138782.500000 Penalty: 5203.271973
	Iteration 10F: 3 clusters Score -5138782 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -5140321.500000 Penalty: 5203.271973
	Iteration 11F: 3 clusters Score -5140322 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -5141163.500000 Penalty: 5203.271973
	Iteration 12Q: 3 clusters Score -5141164 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -5141532.000000 Penalty: 5203.271973
	Iteration 13Q: 3 clusters Score -5141532 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -5141794.000000 Penalty: 5203.271973
	Iteration 14Q: 3 clusters Score -5141794 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -5142012.500000 Penalty: 5203.271973
	Iteration 15Q: 3 clusters Score -5142012 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -5142188.000000 Penalty: 5203.271973
	Iteration 16Q: 3 clusters Score -5142188 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -5142331.000000 Penalty: 5203.271973
	Iteration 17Q: 3 clusters Score -5142331 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -5142479.500000 Penalty: 5203.271973
	Iteration 18Q: 3 clusters Score -5142480 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -5142599.000000 Penalty: 5203.271973
	Iteration 19Q: 3 clusters Score -5142599 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -5142707.000000 Penalty: 5203.271973
	Iteration 20F: 3 clusters Score -5142707 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -5142830.500000 Penalty: 5203.271973
	Iteration 21Q: 3 clusters Score -5142830 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -5142956.000000 Penalty: 5203.271973
	Iteration 22Q: 3 clusters Score -5142956 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -5143065.000000 Penalty: 5203.271973
	Iteration 23Q: 3 clusters Score -5143065 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -5143169.500000 Penalty: 5203.271973
	Iteration 24Q: 3 clusters Score -5143170 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -5143254.000000 Penalty: 5203.271973
	Iteration 25Q: 3 clusters Score -5143254 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -5143327.500000 Penalty: 5203.271973
	Iteration 26Q: 3 clusters Score -5143328 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -5143396.500000 Penalty: 5203.271973
	Iteration 27Q: 3 clusters Score -5143396 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -5143459.000000 Penalty: 5203.271973
	Iteration 28Q: 3 clusters Score -5143459 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -5143492.000000 Penalty: 5203.271973
	Iteration 29Q: 3 clusters Score -5143492 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -5143533.500000 Penalty: 5203.271973
	Iteration 30Q: 3 clusters Score -5143534 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -5143605.000000 Penalty: 5203.271973
	Iteration 31Q: 3 clusters Score -5143605 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -5143627.500000 Penalty: 5203.271973
	Iteration 32Q: 3 clusters Score -5143628 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -5143662.000000 Penalty: 5203.271973
	Iteration 33Q: 3 clusters Score -5143662 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -5143709.000000 Penalty: 5203.271973
	Iteration 34Q: 3 clusters Score -5143709 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -5143743.500000 Penalty: 5203.271973
	Iteration 35Q: 3 clusters Score -5143744 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -5143794.000000 Penalty: 5203.271973
	Iteration 36Q: 3 clusters Score -5143794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -5143838.500000 Penalty: 5203.271973
	Iteration 37Q: 3 clusters Score -5143838 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -5143862.500000 Penalty: 5203.271973
	Iteration 38Q: 3 clusters Score -5143862 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -5143890.000000 Penalty: 5203.271973
	Iteration 39Q: 3 clusters Score -5143890 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -5143921.500000 Penalty: 5203.271973
	Iteration 40F: 3 clusters Score -5143922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -5143935.000000 Penalty: 5203.271973
	Iteration 41Q: 3 clusters Score -5143935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -5143940.000000 Penalty: 5203.271973
	Iteration 42Q: 3 clusters Score -5143940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -5143949.500000 Penalty: 5203.271973
	Iteration 43Q: 3 clusters Score -5143950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -5143952.500000 Penalty: 5203.271973
	Iteration 44Q: 3 clusters Score -5143952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -5143955.000000 Penalty: 5203.271973
	Iteration 45Q: 3 clusters Score -5143955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -5143973.500000 Penalty: 5203.271973
	Iteration 46Q: 3 clusters Score -5143974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -5143967.000000 Penalty: 5203.271973
	Iteration 47Q: 3 clusters Score -5143967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -5143974.000000 Penalty: 5203.271973
	Iteration 48Q: 3 clusters Score -5143974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -5143991.500000 Penalty: 5203.271973
	Iteration 49Q: 3 clusters Score -5143992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -5144006.500000 Penalty: 5203.271973
	Iteration 50Q: 3 clusters Score -5144006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -5144016.000000 Penalty: 5203.271973
	Iteration 51Q: 3 clusters Score -5144016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -5144021.500000 Penalty: 5203.271973
	Iteration 52Q: 3 clusters Score -5144022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -5144033.500000 Penalty: 5203.271973
	Iteration 53Q: 3 clusters Score -5144034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -5144039.000000 Penalty: 5203.271973
	Iteration 54Q: 3 clusters Score -5144039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -5144040.000000 Penalty: 5203.271973
	Iteration 55Q: 3 clusters Score -5144040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -5144043.000000 Penalty: 5203.271973
	Iteration 56Q: 3 clusters Score -5144043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -5144039.500000 Penalty: 5203.271973
	Iteration 57Q: 3 clusters Score -5144040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -5144042.000000 Penalty: 5203.271973
	Iteration 58Q: 3 clusters Score -5144042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -5144040.000000 Penalty: 5203.271973
	Iteration 59Q: 3 clusters Score -5144040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -5144051.500000 Penalty: 5203.271973
	Iteration 60F: 3 clusters Score -5144052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -5144051.500000 Penalty: 5203.271973
	Iteration 61Q: 3 clusters Score -5144052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -5144050.000000 Penalty: 5203.271973
	Iteration 62Q: 3 clusters Score -5144050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -5144052.000000 Penalty: 5203.271973
	Iteration 63Q: 3 clusters Score -5144052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -5144049.500000 Penalty: 5203.271973
	Iteration 64Q: 3 clusters Score -5144050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -5144049.500000 Penalty: 5203.271973
	Iteration 65F: 3 clusters Score -5144050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -206242.031250 Penalty: 1810.851929
	Iteration 0F: 2 clusters Score -206242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -204003.578125 Penalty: 3621.703857
	Iteration 0F: 3 clusters Score -204003.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -204383.828125 Penalty: 3621.703857
	Iteration 1F: 3 clusters Score -204383.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -204471.625000 Penalty: 3621.703857
	Iteration 2F: 3 clusters Score -204471.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -204519.406250 Penalty: 3621.703857
	Iteration 3Q: 3 clusters Score -204519.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204552.625000 Penalty: 3621.703857
	Iteration 4Q: 3 clusters Score -204552.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -204571.937500 Penalty: 3621.703857
	Iteration 5Q: 3 clusters Score -204571.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -204581.921875 Penalty: 3621.703857
	Iteration 6Q: 3 clusters Score -204581.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -204590.140625 Penalty: 3621.703857
	Iteration 7Q: 3 clusters Score -204590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -204598.250000 Penalty: 3621.703857
	Iteration 8Q: 3 clusters Score -204598.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -204609.734375 Penalty: 3621.703857
	Iteration 9Q: 3 clusters Score -204609.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -204631.562500 Penalty: 3621.703857
	Iteration 10Q: 3 clusters Score -204631.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -204651.406250 Penalty: 3621.703857
	Iteration 11Q: 3 clusters Score -204651.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -204662.796875 Penalty: 3621.703857
	Iteration 12Q: 3 clusters Score -204662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204669.218750 Penalty: 3621.703857
	Iteration 13Q: 3 clusters Score -204669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204675.359375 Penalty: 3621.703857
	Iteration 14Q: 3 clusters Score -204675.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -204684.218750 Penalty: 3621.703857
	Iteration 15Q: 3 clusters Score -204684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -204702.140625 Penalty: 3621.703857
	Iteration 16Q: 3 clusters Score -204702.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -204732.171875 Penalty: 3621.703857
	Iteration 17Q: 3 clusters Score -204732.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -204776.625000 Penalty: 3621.703857
	Iteration 18Q: 3 clusters Score -204776.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -204827.921875 Penalty: 3621.703857
	Iteration 19Q: 3 clusters Score -204827.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -204897.078125 Penalty: 3621.703857
	Iteration 20F: 3 clusters Score -204897.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -204977.640625 Penalty: 3621.703857
	Iteration 21Q: 3 clusters Score -204977.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -205042.015625 Penalty: 3621.703857
	Iteration 22Q: 3 clusters Score -205042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -205109.625000 Penalty: 3621.703857
	Iteration 23Q: 3 clusters Score -205109.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -205156.109375 Penalty: 3621.703857
	Iteration 24Q: 3 clusters Score -205156.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -205206.281250 Penalty: 3621.703857
	Iteration 25Q: 3 clusters Score -205206.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -205260.625000 Penalty: 3621.703857
	Iteration 26Q: 3 clusters Score -205260.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -205316.796875 Penalty: 3621.703857
	Iteration 27Q: 3 clusters Score -205316.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -205368.156250 Penalty: 3621.703857
	Iteration 28Q: 3 clusters Score -205368.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -205411.812500 Penalty: 3621.703857
	Iteration 29Q: 3 clusters Score -205411.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -205467.250000 Penalty: 3621.703857
	Iteration 30Q: 3 clusters Score -205467.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -205510.140625 Penalty: 3621.703857
	Iteration 31Q: 3 clusters Score -205510.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -205542.296875 Penalty: 3621.703857
	Iteration 32Q: 3 clusters Score -205542.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -205565.593750 Penalty: 3621.703857
	Iteration 33Q: 3 clusters Score -205565.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -205585.328125 Penalty: 3621.703857
	Iteration 34Q: 3 clusters Score -205585.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -205591.609375 Penalty: 3621.703857
	Iteration 35Q: 3 clusters Score -205591.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -205597.968750 Penalty: 3621.703857
	Iteration 36Q: 3 clusters Score -205598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -205603.843750 Penalty: 3621.703857
	Iteration 37Q: 3 clusters Score -205603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -205605.781250 Penalty: 3621.703857
	Iteration 38Q: 3 clusters Score -205605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -205605.781250 Penalty: 3621.703857
	Iteration 39F: 3 clusters Score -205605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -21802.949219 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -21802.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20778.296875 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -20778.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20901.425781 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -20901.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20950.523438 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -20950.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20966.855469 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -20966.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20972.984375 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -20972.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20977.152344 Penalty: 2625.479248
	Iteration 5Q: 3 clusters Score -20977.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21006.566406 Penalty: 2625.479248
	Iteration 6Q: 3 clusters Score -21006.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21006.566406 Penalty: 2625.479248
	Iteration 7F: 3 clusters Score -21006.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (110029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110029 members 
Entering Unmasked Estep 
Score: -15626787.000000 Penalty: 2878.907959
	Iteration 0F: 2 clusters Score -1.562679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -15554158.000000 Penalty: 5757.815918
	Iteration 0F: 3 clusters Score -1.555416e+07 nChanged 52013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -15583478.000000 Penalty: 5757.815918
	Iteration 1F: 3 clusters Score -1.558348e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -15584829.000000 Penalty: 5757.815918
	Iteration 2Q: 3 clusters Score -1.558483e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -15586823.000000 Penalty: 5757.815918
	Iteration 3Q: 3 clusters Score -1.558682e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -15590206.000000 Penalty: 5757.815918
	Iteration 4F: 3 clusters Score -1.559021e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -15596256.000000 Penalty: 5757.815918
	Iteration 5F: 3 clusters Score -1.559626e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -15605525.000000 Penalty: 5757.815918
	Iteration 6F: 3 clusters Score -1.560552e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 100574 members 
Entering Unmasked Estep 
Score: -15615164.000000 Penalty: 5757.815918
	Iteration 7F: 3 clusters Score -1.561516e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -15621162.000000 Penalty: 5757.815918
	Iteration 8F: 3 clusters Score -1.562116e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 108916 members 
Entering Unmasked Estep 
Score: -15623357.000000 Penalty: 5757.815918
	Iteration 9Q: 3 clusters Score -1.562336e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 109525 members 
Entering Unmasked Estep 
Score: -15623971.000000 Penalty: 5757.815918
	Iteration 10Q: 3 clusters Score -1.562397e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 109685 members 
Entering Unmasked Estep 
Score: -15624145.000000 Penalty: 5757.815918
	Iteration 11Q: 3 clusters Score -1.562414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 109738 members 
Entering Unmasked Estep 
Score: -15624239.000000 Penalty: 5757.815918
	Iteration 12Q: 3 clusters Score -1.562424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 109752 members 
Entering Unmasked Estep 
Score: -15624258.000000 Penalty: 5757.815918
	Iteration 13Q: 3 clusters Score -1.562426e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 109762 members 
Entering Unmasked Estep 
Score: -15624298.000000 Penalty: 5757.815918
	Iteration 14Q: 3 clusters Score -1.56243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 109762 members 
Entering Unmasked Estep 
Score: -15624314.000000 Penalty: 5757.815918
	Iteration 15Q: 3 clusters Score -1.562431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 109760 members 
Entering Unmasked Estep 
Score: -15624308.000000 Penalty: 5757.815918
	Iteration 16Q: 3 clusters Score -1.562431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 109764 members 
Entering Unmasked Estep 
Score: -15624321.000000 Penalty: 5757.815918
	Iteration 17Q: 3 clusters Score -1.562432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 109769 members 
Entering Unmasked Estep 
Score: -15624321.000000 Penalty: 5757.815918
	Iteration 18Q: 3 clusters Score -1.562432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -15624338.000000 Penalty: 5757.815918
	Iteration 19Q: 3 clusters Score -1.562434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -15624335.000000 Penalty: 5757.815918
	Iteration 20F: 3 clusters Score -1.562434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 109772 members 
Entering Unmasked Estep 
Score: -15624336.000000 Penalty: 5757.815918
	Iteration 21Q: 3 clusters Score -1.562434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 109772 members 
Entering Unmasked Estep 
Score: -15624336.000000 Penalty: 5757.815918
	Iteration 22F: 3 clusters Score -1.562434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (116866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116866 members 
Entering Unmasked Estep 
Score: -16675904.000000 Penalty: 2893.858154
	Iteration 0F: 2 clusters Score -1.66759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -16598598.000000 Penalty: 5787.716309
	Iteration 0F: 3 clusters Score -1.65986e+07 nChanged 55416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -16630180.000000 Penalty: 5787.716309
	Iteration 1F: 3 clusters Score -1.663018e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -16630932.000000 Penalty: 5787.716309
	Iteration 2Q: 3 clusters Score -1.663093e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -16631796.000000 Penalty: 5787.716309
	Iteration 3Q: 3 clusters Score -1.66318e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -16632741.000000 Penalty: 5787.716309
	Iteration 4Q: 3 clusters Score -1.663274e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -16633853.000000 Penalty: 5787.716309
	Iteration 5Q: 3 clusters Score -1.663385e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -16635414.000000 Penalty: 5787.716309
	Iteration 6Q: 3 clusters Score -1.663541e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -16637841.000000 Penalty: 5787.716309
	Iteration 7Q: 3 clusters Score -1.663784e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -16641376.000000 Penalty: 5787.716309
	Iteration 8F: 3 clusters Score -1.664138e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -16646532.000000 Penalty: 5787.716309
	Iteration 9F: 3 clusters Score -1.664653e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -16652117.000000 Penalty: 5787.716309
	Iteration 10F: 3 clusters Score -1.665212e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 78612 members 
Entering Unmasked Estep 
Score: -16656274.000000 Penalty: 5787.716309
	Iteration 11F: 3 clusters Score -1.665627e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 80257 members 
Entering Unmasked Estep 
Score: -16658539.000000 Penalty: 5787.716309
	Iteration 12Q: 3 clusters Score -1.665854e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -16659794.000000 Penalty: 5787.716309
	Iteration 13Q: 3 clusters Score -1.665979e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -16660612.000000 Penalty: 5787.716309
	Iteration 14Q: 3 clusters Score -1.666061e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -16661421.000000 Penalty: 5787.716309
	Iteration 15Q: 3 clusters Score -1.666142e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -16662182.000000 Penalty: 5787.716309
	Iteration 16Q: 3 clusters Score -1.666218e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -16663068.000000 Penalty: 5787.716309
	Iteration 17Q: 3 clusters Score -1.666307e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -16663723.000000 Penalty: 5787.716309
	Iteration 18Q: 3 clusters Score -1.666372e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -16664447.000000 Penalty: 5787.716309
	Iteration 19Q: 3 clusters Score -1.666445e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -16665031.000000 Penalty: 5787.716309
	Iteration 20F: 3 clusters Score -1.666503e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -16665586.000000 Penalty: 5787.716309
	Iteration 21Q: 3 clusters Score -1.666559e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -16666063.000000 Penalty: 5787.716309
	Iteration 22Q: 3 clusters Score -1.666606e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -16666460.000000 Penalty: 5787.716309
	Iteration 23Q: 3 clusters Score -1.666646e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -16666897.000000 Penalty: 5787.716309
	Iteration 24Q: 3 clusters Score -1.66669e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -16667253.000000 Penalty: 5787.716309
	Iteration 25Q: 3 clusters Score -1.666725e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 96097 members 
Entering Unmasked Estep 
Score: -16667519.000000 Penalty: 5787.716309
	Iteration 26Q: 3 clusters Score -1.666752e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 96875 members 
Entering Unmasked Estep 
Score: -16667775.000000 Penalty: 5787.716309
	Iteration 27Q: 3 clusters Score -1.666778e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 97711 members 
Entering Unmasked Estep 
Score: -16668063.000000 Penalty: 5787.716309
	Iteration 28Q: 3 clusters Score -1.666806e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -16668137.000000 Penalty: 5787.716309
	Iteration 29Q: 3 clusters Score -1.666814e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 99280 members 
Entering Unmasked Estep 
Score: -16668289.000000 Penalty: 5787.716309
	Iteration 30Q: 3 clusters Score -1.666829e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -16668455.000000 Penalty: 5787.716309
	Iteration 31Q: 3 clusters Score -1.666846e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -16668636.000000 Penalty: 5787.716309
	Iteration 32Q: 3 clusters Score -1.666864e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 101477 members 
Entering Unmasked Estep 
Score: -16668892.000000 Penalty: 5787.716309
	Iteration 33Q: 3 clusters Score -1.666889e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -16669105.000000 Penalty: 5787.716309
	Iteration 34Q: 3 clusters Score -1.66691e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 103051 members 
Entering Unmasked Estep 
Score: -16669356.000000 Penalty: 5787.716309
	Iteration 35Q: 3 clusters Score -1.666936e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 103828 members 
Entering Unmasked Estep 
Score: -16669546.000000 Penalty: 5787.716309
	Iteration 36Q: 3 clusters Score -1.666955e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -16669741.000000 Penalty: 5787.716309
	Iteration 37Q: 3 clusters Score -1.666974e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 105415 members 
Entering Unmasked Estep 
Score: -16669941.000000 Penalty: 5787.716309
	Iteration 38Q: 3 clusters Score -1.666994e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 106188 members 
Entering Unmasked Estep 
Score: -16670150.000000 Penalty: 5787.716309
	Iteration 39Q: 3 clusters Score -1.667015e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -16670410.000000 Penalty: 5787.716309
	Iteration 40F: 3 clusters Score -1.667041e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 107737 members 
Entering Unmasked Estep 
Score: -16670660.000000 Penalty: 5787.716309
	Iteration 41Q: 3 clusters Score -1.667066e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 108497 members 
Entering Unmasked Estep 
Score: -16670848.000000 Penalty: 5787.716309
	Iteration 42Q: 3 clusters Score -1.667085e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -16671110.000000 Penalty: 5787.716309
	Iteration 43Q: 3 clusters Score -1.667111e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -16671301.000000 Penalty: 5787.716309
	Iteration 44Q: 3 clusters Score -1.66713e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 110659 members 
Entering Unmasked Estep 
Score: -16671511.000000 Penalty: 5787.716309
	Iteration 45Q: 3 clusters Score -1.667151e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -16671659.000000 Penalty: 5787.716309
	Iteration 46Q: 3 clusters Score -1.667166e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 111916 members 
Entering Unmasked Estep 
Score: -16671952.000000 Penalty: 5787.716309
	Iteration 47Q: 3 clusters Score -1.667195e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 112438 members 
Entering Unmasked Estep 
Score: -16672158.000000 Penalty: 5787.716309
	Iteration 48Q: 3 clusters Score -1.667216e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 112923 members 
Entering Unmasked Estep 
Score: -16672310.000000 Penalty: 5787.716309
	Iteration 49Q: 3 clusters Score -1.667231e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 113361 members 
Entering Unmasked Estep 
Score: -16672491.000000 Penalty: 5787.716309
	Iteration 50Q: 3 clusters Score -1.667249e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 113743 members 
Entering Unmasked Estep 
Score: -16672668.000000 Penalty: 5787.716309
	Iteration 51Q: 3 clusters Score -1.667267e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 114059 members 
Entering Unmasked Estep 
Score: -16672741.000000 Penalty: 5787.716309
	Iteration 52Q: 3 clusters Score -1.667274e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 114314 members 
Entering Unmasked Estep 
Score: -16672830.000000 Penalty: 5787.716309
	Iteration 53Q: 3 clusters Score -1.667283e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 114548 members 
Entering Unmasked Estep 
Score: -16672947.000000 Penalty: 5787.716309
	Iteration 54Q: 3 clusters Score -1.667295e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 114728 members 
Entering Unmasked Estep 
Score: -16673026.000000 Penalty: 5787.716309
	Iteration 55Q: 3 clusters Score -1.667303e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 114889 members 
Entering Unmasked Estep 
Score: -16673081.000000 Penalty: 5787.716309
	Iteration 56Q: 3 clusters Score -1.667308e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 115009 members 
Entering Unmasked Estep 
Score: -16673134.000000 Penalty: 5787.716309
	Iteration 57Q: 3 clusters Score -1.667313e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 115113 members 
Entering Unmasked Estep 
Score: -16673165.000000 Penalty: 5787.716309
	Iteration 58Q: 3 clusters Score -1.667316e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 115200 members 
Entering Unmasked Estep 
Score: -16673219.000000 Penalty: 5787.716309
	Iteration 59Q: 3 clusters Score -1.667322e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 115288 members 
Entering Unmasked Estep 
Score: -16673249.000000 Penalty: 5787.716309
	Iteration 60F: 3 clusters Score -1.667325e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -16673322.000000 Penalty: 5787.716309
	Iteration 61Q: 3 clusters Score -1.667332e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 115416 members 
Entering Unmasked Estep 
Score: -16673332.000000 Penalty: 5787.716309
	Iteration 62Q: 3 clusters Score -1.667333e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 115481 members 
Entering Unmasked Estep 
Score: -16673365.000000 Penalty: 5787.716309
	Iteration 63Q: 3 clusters Score -1.667336e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 115521 members 
Entering Unmasked Estep 
Score: -16673395.000000 Penalty: 5787.716309
	Iteration 64Q: 3 clusters Score -1.66734e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 115559 members 
Entering Unmasked Estep 
Score: -16673403.000000 Penalty: 5787.716309
	Iteration 65Q: 3 clusters Score -1.66734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 115601 members 
Entering Unmasked Estep 
Score: -16673430.000000 Penalty: 5787.716309
	Iteration 66Q: 3 clusters Score -1.667343e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 115626 members 
Entering Unmasked Estep 
Score: -16673448.000000 Penalty: 5787.716309
	Iteration 67Q: 3 clusters Score -1.667345e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -16673450.000000 Penalty: 5787.716309
	Iteration 68Q: 3 clusters Score -1.667345e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 115682 members 
Entering Unmasked Estep 
Score: -16673475.000000 Penalty: 5787.716309
	Iteration 69Q: 3 clusters Score -1.667348e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -16673500.000000 Penalty: 5787.716309
	Iteration 70Q: 3 clusters Score -1.66735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 115717 members 
Entering Unmasked Estep 
Score: -16673510.000000 Penalty: 5787.716309
	Iteration 71Q: 3 clusters Score -1.667351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 115728 members 
Entering Unmasked Estep 
Score: -16673520.000000 Penalty: 5787.716309
	Iteration 72Q: 3 clusters Score -1.667352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 115741 members 
Entering Unmasked Estep 
Score: -16673528.000000 Penalty: 5787.716309
	Iteration 73Q: 3 clusters Score -1.667353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 115751 members 
Entering Unmasked Estep 
Score: -16673530.000000 Penalty: 5787.716309
	Iteration 74Q: 3 clusters Score -1.667353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 115763 members 
Entering Unmasked Estep 
Score: -16673544.000000 Penalty: 5787.716309
	Iteration 75Q: 3 clusters Score -1.667354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 115771 members 
Entering Unmasked Estep 
Score: -16673556.000000 Penalty: 5787.716309
	Iteration 76Q: 3 clusters Score -1.667356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -16673563.000000 Penalty: 5787.716309
	Iteration 77Q: 3 clusters Score -1.667356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 115796 members 
Entering Unmasked Estep 
Score: -16673562.000000 Penalty: 5787.716309
	Iteration 78Q: 3 clusters Score -1.667356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 115811 members 
Entering Unmasked Estep 
Score: -16673563.000000 Penalty: 5787.716309
	Iteration 79Q: 3 clusters Score -1.667356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 115824 members 
Entering Unmasked Estep 
Score: -16673566.000000 Penalty: 5787.716309
	Iteration 80F: 3 clusters Score -1.667357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 115836 members 
Entering Unmasked Estep 
Score: -16673576.000000 Penalty: 5787.716309
	Iteration 81Q: 3 clusters Score -1.667358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 115839 members 
Entering Unmasked Estep 
Score: -16673576.000000 Penalty: 5787.716309
	Iteration 82Q: 3 clusters Score -1.667358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 115842 members 
Entering Unmasked Estep 
Score: -16673580.000000 Penalty: 5787.716309
	Iteration 83Q: 3 clusters Score -1.667358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 115845 members 
Entering Unmasked Estep 
Score: -16673567.000000 Penalty: 5787.716309
	Iteration 84Q: 3 clusters Score -1.667357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 115849 members 
Entering Unmasked Estep 
Score: -16673573.000000 Penalty: 5787.716309
	Iteration 85Q: 3 clusters Score -1.667357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 115853 members 
Entering Unmasked Estep 
Score: -16673588.000000 Penalty: 5787.716309
	Iteration 86Q: 3 clusters Score -1.667359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 115856 members 
Entering Unmasked Estep 
Score: -16673585.000000 Penalty: 5787.716309
	Iteration 87Q: 3 clusters Score -1.667358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 115857 members 
Entering Unmasked Estep 
Score: -16673581.000000 Penalty: 5787.716309
	Iteration 88Q: 3 clusters Score -1.667358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 115857 members 
Entering Unmasked Estep 
Score: -16673581.000000 Penalty: 5787.716309
	Iteration 89F: 3 clusters Score -1.667358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Entering Unmasked Estep 
Score: -6054873.000000 Penalty: 2642.281494
	Iteration 0F: 2 clusters Score -6054873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -6026168.000000 Penalty: 5284.562988
	Iteration 0F: 3 clusters Score -6026168 nChanged 19390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -6036940.500000 Penalty: 5284.562988
	Iteration 1F: 3 clusters Score -6036940 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -6037422.500000 Penalty: 5284.562988
	Iteration 2Q: 3 clusters Score -6037422 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -6037843.000000 Penalty: 5284.562988
	Iteration 3Q: 3 clusters Score -6037843 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -6038305.000000 Penalty: 5284.562988
	Iteration 4Q: 3 clusters Score -6038305 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -6038889.500000 Penalty: 5284.562988
	Iteration 5Q: 3 clusters Score -6038890 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -6039879.500000 Penalty: 5284.562988
	Iteration 6Q: 3 clusters Score -6039880 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -6041449.000000 Penalty: 5284.562988
	Iteration 7F: 3 clusters Score -6041449 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -6043844.000000 Penalty: 5284.562988
	Iteration 8F: 3 clusters Score -6043844 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -6046871.000000 Penalty: 5284.562988
	Iteration 9F: 3 clusters Score -6046871 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -6049658.000000 Penalty: 5284.562988
	Iteration 10F: 3 clusters Score -6049658 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -6051352.500000 Penalty: 5284.562988
	Iteration 11Q: 3 clusters Score -6051352 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -6052104.500000 Penalty: 5284.562988
	Iteration 12Q: 3 clusters Score -6052104 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -6052367.500000 Penalty: 5284.562988
	Iteration 13Q: 3 clusters Score -6052368 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -6052493.000000 Penalty: 5284.562988
	Iteration 14Q: 3 clusters Score -6052493 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -6052543.000000 Penalty: 5284.562988
	Iteration 15Q: 3 clusters Score -6052543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -6052570.500000 Penalty: 5284.562988
	Iteration 16Q: 3 clusters Score -6052570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -6052598.000000 Penalty: 5284.562988
	Iteration 17Q: 3 clusters Score -6052598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -6052603.000000 Penalty: 5284.562988
	Iteration 18Q: 3 clusters Score -6052603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -6052605.500000 Penalty: 5284.562988
	Iteration 19Q: 3 clusters Score -6052606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -6052617.000000 Penalty: 5284.562988
	Iteration 20F: 3 clusters Score -6052617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -6052620.500000 Penalty: 5284.562988
	Iteration 21Q: 3 clusters Score -6052620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -6052620.500000 Penalty: 5284.562988
	Iteration 22F: 3 clusters Score -6052620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -264575.468750 Penalty: 1873.604980
	Iteration 0F: 2 clusters Score -264575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -262006.343750 Penalty: 3747.209961
	Iteration 0F: 3 clusters Score -262006.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -262473.437500 Penalty: 3747.209961
	Iteration 1F: 3 clusters Score -262473.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -262632.437500 Penalty: 3747.209961
	Iteration 2F: 3 clusters Score -262632.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -262733.312500 Penalty: 3747.209961
	Iteration 3Q: 3 clusters Score -262733.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -262810.218750 Penalty: 3747.209961
	Iteration 4Q: 3 clusters Score -262810.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -262852.500000 Penalty: 3747.209961
	Iteration 5Q: 3 clusters Score -262852.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -262876.187500 Penalty: 3747.209961
	Iteration 6Q: 3 clusters Score -262876.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -262889.250000 Penalty: 3747.209961
	Iteration 7Q: 3 clusters Score -262889.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -262905.500000 Penalty: 3747.209961
	Iteration 8Q: 3 clusters Score -262905.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -262936.093750 Penalty: 3747.209961
	Iteration 9Q: 3 clusters Score -262936.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -262958.093750 Penalty: 3747.209961
	Iteration 10Q: 3 clusters Score -262958.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -262977.125000 Penalty: 3747.209961
	Iteration 11Q: 3 clusters Score -262977.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -262986.250000 Penalty: 3747.209961
	Iteration 12Q: 3 clusters Score -262986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -262992.406250 Penalty: 3747.209961
	Iteration 13Q: 3 clusters Score -262992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -262997.875000 Penalty: 3747.209961
	Iteration 14Q: 3 clusters Score -262997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -263003.093750 Penalty: 3747.209961
	Iteration 15Q: 3 clusters Score -263003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -263007.468750 Penalty: 3747.209961
	Iteration 16Q: 3 clusters Score -263007.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -263009.500000 Penalty: 3747.209961
	Iteration 17Q: 3 clusters Score -263009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -263010.437500 Penalty: 3747.209961
	Iteration 18Q: 3 clusters Score -263010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -263011.156250 Penalty: 3747.209961
	Iteration 19Q: 3 clusters Score -263011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -263011.156250 Penalty: 3747.209961
	Iteration 20F: 3 clusters Score -263011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159166 members 
Entering Unmasked Estep 
Score: -22350076.000000 Penalty: 2970.470459
	Iteration 0F: 2 clusters Score -2.235008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79616 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -22246368.000000 Penalty: 5940.940918
	Iteration 0F: 3 clusters Score -2.224637e+07 nChanged 76142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -22290358.000000 Penalty: 5940.940918
	Iteration 1F: 3 clusters Score -2.229036e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -22291514.000000 Penalty: 5940.940918
	Iteration 2Q: 3 clusters Score -2.229151e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 79725 members 
Entering Unmasked Estep 
Score: -22292658.000000 Penalty: 5940.940918
	Iteration 3Q: 3 clusters Score -2.229266e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -22294038.000000 Penalty: 5940.940918
	Iteration 4Q: 3 clusters Score -2.229404e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79591 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -22295780.000000 Penalty: 5940.940918
	Iteration 5Q: 3 clusters Score -2.229578e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -22298572.000000 Penalty: 5940.940918
	Iteration 6Q: 3 clusters Score -2.229857e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -22302140.000000 Penalty: 5940.940918
	Iteration 7Q: 3 clusters Score -2.230214e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -22306908.000000 Penalty: 5940.940918
	Iteration 8F: 3 clusters Score -2.230691e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -22313482.000000 Penalty: 5940.940918
	Iteration 9F: 3 clusters Score -2.231348e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 80077 members 
Entering Unmasked Estep 
Score: -22320590.000000 Penalty: 5940.940918
	Iteration 10F: 3 clusters Score -2.232059e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -22326156.000000 Penalty: 5940.940918
	Iteration 11F: 3 clusters Score -2.232616e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 82405 members 
Entering Unmasked Estep 
Score: -22329388.000000 Penalty: 5940.940918
	Iteration 12Q: 3 clusters Score -2.232939e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 83626 members 
Entering Unmasked Estep 
Score: -22331008.000000 Penalty: 5940.940918
	Iteration 13Q: 3 clusters Score -2.233101e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74256 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -22331694.000000 Penalty: 5940.940918
	Iteration 14Q: 3 clusters Score -2.233169e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -22332324.000000 Penalty: 5940.940918
	Iteration 15Q: 3 clusters Score -2.233232e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -22332834.000000 Penalty: 5940.940918
	Iteration 16Q: 3 clusters Score -2.233283e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 89423 members 
Entering Unmasked Estep 
Score: -22333496.000000 Penalty: 5940.940918
	Iteration 17Q: 3 clusters Score -2.23335e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -22334200.000000 Penalty: 5940.940918
	Iteration 18Q: 3 clusters Score -2.23342e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 93033 members 
Entering Unmasked Estep 
Score: -22334922.000000 Penalty: 5940.940918
	Iteration 19Q: 3 clusters Score -2.233492e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -22335756.000000 Penalty: 5940.940918
	Iteration 20F: 3 clusters Score -2.233576e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 96882 members 
Entering Unmasked Estep 
Score: -22336632.000000 Penalty: 5940.940918
	Iteration 21Q: 3 clusters Score -2.233663e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -22337384.000000 Penalty: 5940.940918
	Iteration 22Q: 3 clusters Score -2.233738e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -22338048.000000 Penalty: 5940.940918
	Iteration 23Q: 3 clusters Score -2.233805e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 102696 members 
Entering Unmasked Estep 
Score: -22338658.000000 Penalty: 5940.940918
	Iteration 24Q: 3 clusters Score -2.233866e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -22339222.000000 Penalty: 5940.940918
	Iteration 25Q: 3 clusters Score -2.233922e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 106521 members 
Entering Unmasked Estep 
Score: -22339770.000000 Penalty: 5940.940918
	Iteration 26Q: 3 clusters Score -2.233977e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -22340260.000000 Penalty: 5940.940918
	Iteration 27Q: 3 clusters Score -2.234026e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 110383 members 
Entering Unmasked Estep 
Score: -22340758.000000 Penalty: 5940.940918
	Iteration 28Q: 3 clusters Score -2.234076e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 112320 members 
Entering Unmasked Estep 
Score: -22341286.000000 Penalty: 5940.940918
	Iteration 29Q: 3 clusters Score -2.234129e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 114273 members 
Entering Unmasked Estep 
Score: -22341692.000000 Penalty: 5940.940918
	Iteration 30Q: 3 clusters Score -2.234169e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 116202 members 
Entering Unmasked Estep 
Score: -22342026.000000 Penalty: 5940.940918
	Iteration 31Q: 3 clusters Score -2.234203e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 118194 members 
Entering Unmasked Estep 
Score: -22342378.000000 Penalty: 5940.940918
	Iteration 32Q: 3 clusters Score -2.234238e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 120138 members 
Entering Unmasked Estep 
Score: -22342904.000000 Penalty: 5940.940918
	Iteration 33Q: 3 clusters Score -2.23429e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 122065 members 
Entering Unmasked Estep 
Score: -22343494.000000 Penalty: 5940.940918
	Iteration 34Q: 3 clusters Score -2.234349e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 123962 members 
Entering Unmasked Estep 
Score: -22343784.000000 Penalty: 5940.940918
	Iteration 35Q: 3 clusters Score -2.234378e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 125784 members 
Entering Unmasked Estep 
Score: -22344146.000000 Penalty: 5940.940918
	Iteration 36Q: 3 clusters Score -2.234415e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 127615 members 
Entering Unmasked Estep 
Score: -22344638.000000 Penalty: 5940.940918
	Iteration 37Q: 3 clusters Score -2.234464e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 129418 members 
Entering Unmasked Estep 
Score: -22345146.000000 Penalty: 5940.940918
	Iteration 38Q: 3 clusters Score -2.234515e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 131131 members 
Entering Unmasked Estep 
Score: -22345792.000000 Penalty: 5940.940918
	Iteration 39Q: 3 clusters Score -2.234579e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 132810 members 
Entering Unmasked Estep 
Score: -22346228.000000 Penalty: 5940.940918
	Iteration 40F: 3 clusters Score -2.234623e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 134394 members 
Entering Unmasked Estep 
Score: -22346696.000000 Penalty: 5940.940918
	Iteration 41Q: 3 clusters Score -2.23467e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 135887 members 
Entering Unmasked Estep 
Score: -22347132.000000 Penalty: 5940.940918
	Iteration 42Q: 3 clusters Score -2.234713e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 137292 members 
Entering Unmasked Estep 
Score: -22347532.000000 Penalty: 5940.940918
	Iteration 43Q: 3 clusters Score -2.234753e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 138532 members 
Entering Unmasked Estep 
Score: -22347848.000000 Penalty: 5940.940918
	Iteration 44Q: 3 clusters Score -2.234785e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 139702 members 
Entering Unmasked Estep 
Score: -22348256.000000 Penalty: 5940.940918
	Iteration 45Q: 3 clusters Score -2.234826e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 140813 members 
Entering Unmasked Estep 
Score: -22348508.000000 Penalty: 5940.940918
	Iteration 46Q: 3 clusters Score -2.234851e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 141840 members 
Entering Unmasked Estep 
Score: -22348768.000000 Penalty: 5940.940918
	Iteration 47Q: 3 clusters Score -2.234877e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 142785 members 
Entering Unmasked Estep 
Score: -22348982.000000 Penalty: 5940.940918
	Iteration 48Q: 3 clusters Score -2.234898e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 143668 members 
Entering Unmasked Estep 
Score: -22349172.000000 Penalty: 5940.940918
	Iteration 49Q: 3 clusters Score -2.234917e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 144524 members 
Entering Unmasked Estep 
Score: -22349284.000000 Penalty: 5940.940918
	Iteration 50Q: 3 clusters Score -2.234928e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 145301 members 
Entering Unmasked Estep 
Score: -22349370.000000 Penalty: 5940.940918
	Iteration 51Q: 3 clusters Score -2.234937e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 146069 members 
Entering Unmasked Estep 
Score: -22349506.000000 Penalty: 5940.940918
	Iteration 52Q: 3 clusters Score -2.234951e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 146768 members 
Entering Unmasked Estep 
Score: -22349604.000000 Penalty: 5940.940918
	Iteration 53Q: 3 clusters Score -2.23496e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 147414 members 
Entering Unmasked Estep 
Score: -22349726.000000 Penalty: 5940.940918
	Iteration 54Q: 3 clusters Score -2.234973e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -22349698.000000 Penalty: 5940.940918
	Iteration 55Q: 3 clusters Score -2.23497e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 148492 members 
Entering Unmasked Estep 
Score: -22349818.000000 Penalty: 5940.940918
	Iteration 56Q: 3 clusters Score -2.234982e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 148965 members 
Entering Unmasked Estep 
Score: -22349928.000000 Penalty: 5940.940918
	Iteration 57Q: 3 clusters Score -2.234993e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 149403 members 
Entering Unmasked Estep 
Score: -22350024.000000 Penalty: 5940.940918
	Iteration 58Q: 3 clusters Score -2.235002e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 149787 members 
Entering Unmasked Estep 
Score: -22349982.000000 Penalty: 5940.940918
	Iteration 59Q: 3 clusters Score -2.234998e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 150153 members 
Entering Unmasked Estep 
Score: -22349992.000000 Penalty: 5940.940918
	Iteration 60F: 3 clusters Score -2.234999e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 150496 members 
Entering Unmasked Estep 
Score: -22350040.000000 Penalty: 5940.940918
	Iteration 61Q: 3 clusters Score -2.235004e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 150795 members 
Entering Unmasked Estep 
Score: -22350068.000000 Penalty: 5940.940918
	Iteration 62Q: 3 clusters Score -2.235007e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 151055 members 
Entering Unmasked Estep 
Score: -22350020.000000 Penalty: 5940.940918
	Iteration 63Q: 3 clusters Score -2.235002e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -22350078.000000 Penalty: 5940.940918
	Iteration 64Q: 3 clusters Score -2.235008e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 151547 members 
Entering Unmasked Estep 
Score: -22350048.000000 Penalty: 5940.940918
	Iteration 65Q: 3 clusters Score -2.235005e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 151775 members 
Entering Unmasked Estep 
Score: -22350006.000000 Penalty: 5940.940918
	Iteration 66Q: 3 clusters Score -2.235001e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 151983 members 
Entering Unmasked Estep 
Score: -22350044.000000 Penalty: 5940.940918
	Iteration 67Q: 3 clusters Score -2.235004e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 152170 members 
Entering Unmasked Estep 
Score: -22350012.000000 Penalty: 5940.940918
	Iteration 68Q: 3 clusters Score -2.235001e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 152335 members 
Entering Unmasked Estep 
Score: -22350018.000000 Penalty: 5940.940918
	Iteration 69Q: 3 clusters Score -2.235002e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 152519 members 
Entering Unmasked Estep 
Score: -22349990.000000 Penalty: 5940.940918
	Iteration 70Q: 3 clusters Score -2.234999e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 152660 members 
Entering Unmasked Estep 
Score: -22349998.000000 Penalty: 5940.940918
	Iteration 71Q: 3 clusters Score -2.235e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -22349980.000000 Penalty: 5940.940918
	Iteration 72Q: 3 clusters Score -2.234998e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 152897 members 
Entering Unmasked Estep 
Score: -22349948.000000 Penalty: 5940.940918
	Iteration 73Q: 3 clusters Score -2.234995e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 152996 members 
Entering Unmasked Estep 
Score: -22349890.000000 Penalty: 5940.940918
	Iteration 74Q: 3 clusters Score -2.234989e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 153079 members 
Entering Unmasked Estep 
Score: -22349880.000000 Penalty: 5940.940918
	Iteration 75Q: 3 clusters Score -2.234988e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 153163 members 
Entering Unmasked Estep 
Score: -22349870.000000 Penalty: 5940.940918
	Iteration 76Q: 3 clusters Score -2.234987e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 153235 members 
Entering Unmasked Estep 
Score: -22349866.000000 Penalty: 5940.940918
	Iteration 77Q: 3 clusters Score -2.234987e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 153321 members 
Entering Unmasked Estep 
Score: -22349872.000000 Penalty: 5940.940918
	Iteration 78Q: 3 clusters Score -2.234987e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 153389 members 
Entering Unmasked Estep 
Score: -22349866.000000 Penalty: 5940.940918
	Iteration 79Q: 3 clusters Score -2.234987e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 153448 members 
Entering Unmasked Estep 
Score: -22349850.000000 Penalty: 5940.940918
	Iteration 80F: 3 clusters Score -2.234985e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 153507 members 
Entering Unmasked Estep 
Score: -22349858.000000 Penalty: 5940.940918
	Iteration 81Q: 3 clusters Score -2.234986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 153554 members 
Entering Unmasked Estep 
Score: -22349856.000000 Penalty: 5940.940918
	Iteration 82Q: 3 clusters Score -2.234986e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 153605 members 
Entering Unmasked Estep 
Score: -22349832.000000 Penalty: 5940.940918
	Iteration 83Q: 3 clusters Score -2.234983e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 153657 members 
Entering Unmasked Estep 
Score: -22349786.000000 Penalty: 5940.940918
	Iteration 84Q: 3 clusters Score -2.234979e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 153705 members 
Entering Unmasked Estep 
Score: -22349824.000000 Penalty: 5940.940918
	Iteration 85Q: 3 clusters Score -2.234982e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 153759 members 
Entering Unmasked Estep 
Score: -22349806.000000 Penalty: 5940.940918
	Iteration 86Q: 3 clusters Score -2.234981e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 153817 members 
Entering Unmasked Estep 
Score: -22349784.000000 Penalty: 5940.940918
	Iteration 87Q: 3 clusters Score -2.234978e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 153858 members 
Entering Unmasked Estep 
Score: -22349778.000000 Penalty: 5940.940918
	Iteration 88Q: 3 clusters Score -2.234978e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 153889 members 
Entering Unmasked Estep 
Score: -22349772.000000 Penalty: 5940.940918
	Iteration 89Q: 3 clusters Score -2.234977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 153918 members 
Entering Unmasked Estep 
Score: -22349770.000000 Penalty: 5940.940918
	Iteration 90Q: 3 clusters Score -2.234977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
Score: -22349768.000000 Penalty: 5940.940918
	Iteration 91Q: 3 clusters Score -2.234977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 153977 members 
Entering Unmasked Estep 
Score: -22349754.000000 Penalty: 5940.940918
	Iteration 92Q: 3 clusters Score -2.234975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 153993 members 
Entering Unmasked Estep 
Score: -22349752.000000 Penalty: 5940.940918
	Iteration 93Q: 3 clusters Score -2.234975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 154009 members 
Entering Unmasked Estep 
Score: -22349742.000000 Penalty: 5940.940918
	Iteration 94Q: 3 clusters Score -2.234974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 154022 members 
Entering Unmasked Estep 
Score: -22349736.000000 Penalty: 5940.940918
	Iteration 95Q: 3 clusters Score -2.234974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 154029 members 
Entering Unmasked Estep 
Score: -22349722.000000 Penalty: 5940.940918
	Iteration 96Q: 3 clusters Score -2.234972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 154040 members 
Entering Unmasked Estep 
Score: -22349742.000000 Penalty: 5940.940918
	Iteration 97Q: 3 clusters Score -2.234974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -22349742.000000 Penalty: 5940.940918
	Iteration 98Q: 3 clusters Score -2.234974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 154074 members 
Entering Unmasked Estep 
Score: -22349754.000000 Penalty: 5940.940918
	Iteration 99Q: 3 clusters Score -2.234975e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 154097 members 
Entering Unmasked Estep 
Score: -22349726.000000 Penalty: 5940.940918
	Iteration 100F: 3 clusters Score -2.234973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 154116 members 
Entering Unmasked Estep 
Score: -22349734.000000 Penalty: 5940.940918
	Iteration 101Q: 3 clusters Score -2.234973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 154136 members 
Entering Unmasked Estep 
Score: -22349730.000000 Penalty: 5940.940918
	Iteration 102Q: 3 clusters Score -2.234973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 154153 members 
Entering Unmasked Estep 
Score: -22349738.000000 Penalty: 5940.940918
	Iteration 103Q: 3 clusters Score -2.234974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 154169 members 
Entering Unmasked Estep 
Score: -22349726.000000 Penalty: 5940.940918
	Iteration 104Q: 3 clusters Score -2.234973e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 154187 members 
Entering Unmasked Estep 
Score: -22349730.000000 Penalty: 5940.940918
	Iteration 105Q: 3 clusters Score -2.234973e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 154215 members 
Entering Unmasked Estep 
Score: -22349728.000000 Penalty: 5940.940918
	Iteration 106Q: 3 clusters Score -2.234973e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 154247 members 
Entering Unmasked Estep 
Score: -22349718.000000 Penalty: 5940.940918
	Iteration 107Q: 3 clusters Score -2.234972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 154275 members 
Entering Unmasked Estep 
Score: -22349714.000000 Penalty: 5940.940918
	Iteration 108Q: 3 clusters Score -2.234971e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 154302 members 
Entering Unmasked Estep 
Score: -22349714.000000 Penalty: 5940.940918
	Iteration 109Q: 3 clusters Score -2.234971e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 154331 members 
Entering Unmasked Estep 
Score: -22349740.000000 Penalty: 5940.940918
	Iteration 110Q: 3 clusters Score -2.234974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 154366 members 
Entering Unmasked Estep 
Score: -22349726.000000 Penalty: 5940.940918
	Iteration 111Q: 3 clusters Score -2.234973e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 154393 members 
Entering Unmasked Estep 
Score: -22349712.000000 Penalty: 5940.940918
	Iteration 112Q: 3 clusters Score -2.234971e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 154423 members 
Entering Unmasked Estep 
Score: -22349728.000000 Penalty: 5940.940918
	Iteration 113Q: 3 clusters Score -2.234973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -22349744.000000 Penalty: 5940.940918
	Iteration 114Q: 3 clusters Score -2.234974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -22349738.000000 Penalty: 5940.940918
	Iteration 115Q: 3 clusters Score -2.234974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 154481 members 
Entering Unmasked Estep 
Score: -22349720.000000 Penalty: 5940.940918
	Iteration 116Q: 3 clusters Score -2.234972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 154496 members 
Entering Unmasked Estep 
Score: -22349712.000000 Penalty: 5940.940918
	Iteration 117Q: 3 clusters Score -2.234971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 154508 members 
Entering Unmasked Estep 
Score: -22349716.000000 Penalty: 5940.940918
	Iteration 118Q: 3 clusters Score -2.234972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 154525 members 
Entering Unmasked Estep 
Score: -22349708.000000 Penalty: 5940.940918
	Iteration 119Q: 3 clusters Score -2.234971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 154534 members 
Entering Unmasked Estep 
Score: -22349702.000000 Penalty: 5940.940918
	Iteration 120F: 3 clusters Score -2.23497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 154548 members 
Entering Unmasked Estep 
Score: -22349698.000000 Penalty: 5940.940918
	Iteration 121Q: 3 clusters Score -2.23497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 154561 members 
Entering Unmasked Estep 
Score: -22349702.000000 Penalty: 5940.940918
	Iteration 122Q: 3 clusters Score -2.23497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 154574 members 
Entering Unmasked Estep 
Score: -22349688.000000 Penalty: 5940.940918
	Iteration 123Q: 3 clusters Score -2.234969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 154589 members 
Entering Unmasked Estep 
Score: -22349698.000000 Penalty: 5940.940918
	Iteration 124Q: 3 clusters Score -2.23497e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -22349688.000000 Penalty: 5940.940918
	Iteration 125Q: 3 clusters Score -2.234969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 154633 members 
Entering Unmasked Estep 
Score: -22349686.000000 Penalty: 5940.940918
	Iteration 126Q: 3 clusters Score -2.234969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 154654 members 
Entering Unmasked Estep 
Score: -22349674.000000 Penalty: 5940.940918
	Iteration 127Q: 3 clusters Score -2.234967e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 154677 members 
Entering Unmasked Estep 
Score: -22349696.000000 Penalty: 5940.940918
	Iteration 128Q: 3 clusters Score -2.23497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 154692 members 
Entering Unmasked Estep 
Score: -22349680.000000 Penalty: 5940.940918
	Iteration 129Q: 3 clusters Score -2.234968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 154708 members 
Entering Unmasked Estep 
Score: -22349678.000000 Penalty: 5940.940918
	Iteration 130Q: 3 clusters Score -2.234968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 154730 members 
Entering Unmasked Estep 
Score: -22349682.000000 Penalty: 5940.940918
	Iteration 131Q: 3 clusters Score -2.234968e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 154747 members 
Entering Unmasked Estep 
Score: -22349696.000000 Penalty: 5940.940918
	Iteration 132Q: 3 clusters Score -2.23497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 154759 members 
Entering Unmasked Estep 
Score: -22349700.000000 Penalty: 5940.940918
	Iteration 133Q: 3 clusters Score -2.23497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 154769 members 
Entering Unmasked Estep 
Score: -22349708.000000 Penalty: 5940.940918
	Iteration 134Q: 3 clusters Score -2.234971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 154780 members 
Entering Unmasked Estep 
Score: -22349704.000000 Penalty: 5940.940918
	Iteration 135Q: 3 clusters Score -2.23497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 154785 members 
Entering Unmasked Estep 
Score: -22349688.000000 Penalty: 5940.940918
	Iteration 136Q: 3 clusters Score -2.234969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 154792 members 
Entering Unmasked Estep 
Score: -22349704.000000 Penalty: 5940.940918
	Iteration 137Q: 3 clusters Score -2.23497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 154797 members 
Entering Unmasked Estep 
Score: -22349708.000000 Penalty: 5940.940918
	Iteration 138Q: 3 clusters Score -2.234971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 154805 members 
Entering Unmasked Estep 
Score: -22349680.000000 Penalty: 5940.940918
	Iteration 139Q: 3 clusters Score -2.234968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 154815 members 
Entering Unmasked Estep 
Score: -22349682.000000 Penalty: 5940.940918
	Iteration 140F: 3 clusters Score -2.234968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 154823 members 
Entering Unmasked Estep 
Score: -22349654.000000 Penalty: 5940.940918
	Iteration 141Q: 3 clusters Score -2.234965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 154832 members 
Entering Unmasked Estep 
Score: -22349684.000000 Penalty: 5940.940918
	Iteration 142Q: 3 clusters Score -2.234968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 154836 members 
Entering Unmasked Estep 
Score: -22349672.000000 Penalty: 5940.940918
	Iteration 143Q: 3 clusters Score -2.234967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 154840 members 
Entering Unmasked Estep 
Score: -22349658.000000 Penalty: 5940.940918
	Iteration 144Q: 3 clusters Score -2.234966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 154845 members 
Entering Unmasked Estep 
Score: -22349660.000000 Penalty: 5940.940918
	Iteration 145Q: 3 clusters Score -2.234966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 154852 members 
Entering Unmasked Estep 
Score: -22349656.000000 Penalty: 5940.940918
	Iteration 146Q: 3 clusters Score -2.234966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 154857 members 
Entering Unmasked Estep 
Score: -22349646.000000 Penalty: 5940.940918
	Iteration 147Q: 3 clusters Score -2.234965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 154863 members 
Entering Unmasked Estep 
Score: -22349640.000000 Penalty: 5940.940918
	Iteration 148Q: 3 clusters Score -2.234964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 154866 members 
Entering Unmasked Estep 
Score: -22349630.000000 Penalty: 5940.940918
	Iteration 149Q: 3 clusters Score -2.234963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 154869 members 
Entering Unmasked Estep 
Score: -22349622.000000 Penalty: 5940.940918
	Iteration 150Q: 3 clusters Score -2.234962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -22349620.000000 Penalty: 5940.940918
	Iteration 151Q: 3 clusters Score -2.234962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -22349612.000000 Penalty: 5940.940918
	Iteration 152Q: 3 clusters Score -2.234961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -22349612.000000 Penalty: 5940.940918
	Iteration 153F: 3 clusters Score -2.234961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51577.984375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -51577.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50298.750000 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -50298.75 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50619.050781 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -50619.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50769.390625 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -50769.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50841.289062 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -50841.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50878.652344 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -50878.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -50915.734375 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -50915.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50932.140625 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -50932.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50932.140625 Penalty: 2993.598877
	Iteration 7F: 3 clusters Score -50932.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Entering Unmasked Estep 
Score: -3795122.000000 Penalty: 2527.078125
	Iteration 0F: 2 clusters Score -3795122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3776825.500000 Penalty: 5054.156250
	Iteration 0F: 3 clusters Score -3776826 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3783218.750000 Penalty: 5054.156250
	Iteration 1F: 3 clusters Score -3783219 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3783695.750000 Penalty: 5054.156250
	Iteration 2F: 3 clusters Score -3783696 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3784137.000000 Penalty: 5054.156250
	Iteration 3Q: 3 clusters Score -3784137 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3784658.750000 Penalty: 5054.156250
	Iteration 4Q: 3 clusters Score -3784659 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3785304.000000 Penalty: 5054.156250
	Iteration 5Q: 3 clusters Score -3785304 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3786153.000000 Penalty: 5054.156250
	Iteration 6F: 3 clusters Score -3786153 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3787243.750000 Penalty: 5054.156250
	Iteration 7F: 3 clusters Score -3787244 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -3788581.750000 Penalty: 5054.156250
	Iteration 8F: 3 clusters Score -3788582 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3790118.250000 Penalty: 5054.156250
	Iteration 9F: 3 clusters Score -3790118 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3791505.500000 Penalty: 5054.156250
	Iteration 10F: 3 clusters Score -3791506 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3792196.750000 Penalty: 5054.156250
	Iteration 11Q: 3 clusters Score -3792197 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3792520.250000 Penalty: 5054.156250
	Iteration 12Q: 3 clusters Score -3792520 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3792685.250000 Penalty: 5054.156250
	Iteration 13Q: 3 clusters Score -3792685 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3792778.250000 Penalty: 5054.156250
	Iteration 14Q: 3 clusters Score -3792778 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3792825.500000 Penalty: 5054.156250
	Iteration 15Q: 3 clusters Score -3792826 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3792876.000000 Penalty: 5054.156250
	Iteration 16Q: 3 clusters Score -3792876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3792924.000000 Penalty: 5054.156250
	Iteration 17Q: 3 clusters Score -3792924 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3792980.750000 Penalty: 5054.156250
	Iteration 18Q: 3 clusters Score -3792981 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3793006.250000 Penalty: 5054.156250
	Iteration 19Q: 3 clusters Score -3793006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3793028.750000 Penalty: 5054.156250
	Iteration 20F: 3 clusters Score -3793029 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3793057.500000 Penalty: 5054.156250
	Iteration 21Q: 3 clusters Score -3793058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3793082.000000 Penalty: 5054.156250
	Iteration 22Q: 3 clusters Score -3793082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3793114.500000 Penalty: 5054.156250
	Iteration 23Q: 3 clusters Score -3793114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3793122.000000 Penalty: 5054.156250
	Iteration 24Q: 3 clusters Score -3793122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3793126.500000 Penalty: 5054.156250
	Iteration 25Q: 3 clusters Score -3793126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3793150.500000 Penalty: 5054.156250
	Iteration 26Q: 3 clusters Score -3793150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3793160.750000 Penalty: 5054.156250
	Iteration 27Q: 3 clusters Score -3793161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3793176.750000 Penalty: 5054.156250
	Iteration 28Q: 3 clusters Score -3793177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3793183.250000 Penalty: 5054.156250
	Iteration 29Q: 3 clusters Score -3793183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3793184.500000 Penalty: 5054.156250
	Iteration 30Q: 3 clusters Score -3793184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3793199.250000 Penalty: 5054.156250
	Iteration 31Q: 3 clusters Score -3793199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3793202.500000 Penalty: 5054.156250
	Iteration 32Q: 3 clusters Score -3793202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3793205.250000 Penalty: 5054.156250
	Iteration 33Q: 3 clusters Score -3793205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3793212.000000 Penalty: 5054.156250
	Iteration 34Q: 3 clusters Score -3793212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3793215.500000 Penalty: 5054.156250
	Iteration 35Q: 3 clusters Score -3793216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3793219.250000 Penalty: 5054.156250
	Iteration 36Q: 3 clusters Score -3793219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3793222.000000 Penalty: 5054.156250
	Iteration 37Q: 3 clusters Score -3793222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3793231.250000 Penalty: 5054.156250
	Iteration 38Q: 3 clusters Score -3793231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3793240.000000 Penalty: 5054.156250
	Iteration 39Q: 3 clusters Score -3793240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3793243.750000 Penalty: 5054.156250
	Iteration 40F: 3 clusters Score -3793244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3793244.500000 Penalty: 5054.156250
	Iteration 41Q: 3 clusters Score -3793244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3793256.250000 Penalty: 5054.156250
	Iteration 42Q: 3 clusters Score -3793256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3793260.500000 Penalty: 5054.156250
	Iteration 43Q: 3 clusters Score -3793260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3793268.750000 Penalty: 5054.156250
	Iteration 44Q: 3 clusters Score -3793269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3793266.500000 Penalty: 5054.156250
	Iteration 45Q: 3 clusters Score -3793266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3793269.250000 Penalty: 5054.156250
	Iteration 46Q: 3 clusters Score -3793269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3793275.250000 Penalty: 5054.156250
	Iteration 47Q: 3 clusters Score -3793275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3793274.750000 Penalty: 5054.156250
	Iteration 48Q: 3 clusters Score -3793275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3793279.250000 Penalty: 5054.156250
	Iteration 49Q: 3 clusters Score -3793279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3793280.750000 Penalty: 5054.156250
	Iteration 50Q: 3 clusters Score -3793281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3793277.250000 Penalty: 5054.156250
	Iteration 51Q: 3 clusters Score -3793277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3793277.000000 Penalty: 5054.156250
	Iteration 52Q: 3 clusters Score -3793277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3793279.500000 Penalty: 5054.156250
	Iteration 53Q: 3 clusters Score -3793280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3793273.250000 Penalty: 5054.156250
	Iteration 54Q: 3 clusters Score -3793273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3793276.500000 Penalty: 5054.156250
	Iteration 55Q: 3 clusters Score -3793276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3793281.000000 Penalty: 5054.156250
	Iteration 56Q: 3 clusters Score -3793281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3793281.250000 Penalty: 5054.156250
	Iteration 57Q: 3 clusters Score -3793281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3793284.750000 Penalty: 5054.156250
	Iteration 58Q: 3 clusters Score -3793285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3793287.250000 Penalty: 5054.156250
	Iteration 59Q: 3 clusters Score -3793287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3793285.750000 Penalty: 5054.156250
	Iteration 60F: 3 clusters Score -3793286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3793285.500000 Penalty: 5054.156250
	Iteration 61Q: 3 clusters Score -3793286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3793287.250000 Penalty: 5054.156250
	Iteration 62Q: 3 clusters Score -3793287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3793292.500000 Penalty: 5054.156250
	Iteration 63Q: 3 clusters Score -3793292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3793290.000000 Penalty: 5054.156250
	Iteration 64Q: 3 clusters Score -3793290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3793290.750000 Penalty: 5054.156250
	Iteration 65Q: 3 clusters Score -3793291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3793292.000000 Penalty: 5054.156250
	Iteration 66Q: 3 clusters Score -3793292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3793291.500000 Penalty: 5054.156250
	Iteration 67Q: 3 clusters Score -3793292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3793300.750000 Penalty: 5054.156250
	Iteration 68Q: 3 clusters Score -3793301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3793304.500000 Penalty: 5054.156250
	Iteration 69Q: 3 clusters Score -3793304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3793300.250000 Penalty: 5054.156250
	Iteration 70Q: 3 clusters Score -3793300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3793297.500000 Penalty: 5054.156250
	Iteration 71Q: 3 clusters Score -3793298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3793301.500000 Penalty: 5054.156250
	Iteration 72Q: 3 clusters Score -3793302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3793301.500000 Penalty: 5054.156250
	Iteration 73F: 3 clusters Score -3793302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -387197.531250 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -387197.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -383955.031250 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -383955 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -384570.468750 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -384570.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -384720.343750 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -384720.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -384797.500000 Penalty: 3947.974121
	Iteration 3Q: 3 clusters Score -384797.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -384873.125000 Penalty: 3947.974121
	Iteration 4Q: 3 clusters Score -384873.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -384922.062500 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -384922.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -384955.968750 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -384956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -384988.656250 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -384988.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -385013.125000 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -385013.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -385034.781250 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -385034.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -385060.031250 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -385060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -385092.187500 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -385092.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -385133.156250 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -385133.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -385175.156250 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -385175.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -385220.375000 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -385220.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -385279.875000 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -385279.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -385351.500000 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -385351.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -385400.062500 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -385400.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -385439.218750 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -385439.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -385478.562500 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -385478.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -385518.781250 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -385518.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -385545.687500 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -385545.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -385571.937500 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -385571.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -385592.937500 Penalty: 3947.974121
	Iteration 23Q: 3 clusters Score -385592.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -385607.937500 Penalty: 3947.974121
	Iteration 24Q: 3 clusters Score -385607.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -385622.843750 Penalty: 3947.974121
	Iteration 25Q: 3 clusters Score -385622.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -385632.750000 Penalty: 3947.974121
	Iteration 26Q: 3 clusters Score -385632.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -385640.750000 Penalty: 3947.974121
	Iteration 27Q: 3 clusters Score -385640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -385644.000000 Penalty: 3947.974121
	Iteration 28Q: 3 clusters Score -385644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -385646.875000 Penalty: 3947.974121
	Iteration 29Q: 3 clusters Score -385646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -385649.562500 Penalty: 3947.974121
	Iteration 30Q: 3 clusters Score -385649.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -385649.968750 Penalty: 3947.974121
	Iteration 31Q: 3 clusters Score -385650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -385649.968750 Penalty: 3947.974121
	Iteration 32F: 3 clusters Score -385650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Entering Unmasked Estep 
Score: -6062825.000000 Penalty: 2642.433594
	Iteration 0F: 2 clusters Score -6062825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -6034309.000000 Penalty: 5284.867188
	Iteration 0F: 3 clusters Score -6034309 nChanged 19359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -6044631.500000 Penalty: 5284.867188
	Iteration 1F: 3 clusters Score -6044632 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -6045150.500000 Penalty: 5284.867188
	Iteration 2Q: 3 clusters Score -6045150 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -6045534.500000 Penalty: 5284.867188
	Iteration 3Q: 3 clusters Score -6045534 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -6045919.500000 Penalty: 5284.867188
	Iteration 4Q: 3 clusters Score -6045920 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -6046379.000000 Penalty: 5284.867188
	Iteration 5Q: 3 clusters Score -6046379 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -6046841.000000 Penalty: 5284.867188
	Iteration 6Q: 3 clusters Score -6046841 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -6047448.500000 Penalty: 5284.867188
	Iteration 7Q: 3 clusters Score -6047448 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -6048305.500000 Penalty: 5284.867188
	Iteration 8Q: 3 clusters Score -6048306 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -6049472.000000 Penalty: 5284.867188
	Iteration 9Q: 3 clusters Score -6049472 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -6051068.000000 Penalty: 5284.867188
	Iteration 10F: 3 clusters Score -6051068 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -6052816.000000 Penalty: 5284.867188
	Iteration 11F: 3 clusters Score -6052816 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -6054310.000000 Penalty: 5284.867188
	Iteration 12F: 3 clusters Score -6054310 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -6055204.000000 Penalty: 5284.867188
	Iteration 13Q: 3 clusters Score -6055204 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -6055684.000000 Penalty: 5284.867188
	Iteration 14Q: 3 clusters Score -6055684 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -6055946.500000 Penalty: 5284.867188
	Iteration 15Q: 3 clusters Score -6055946 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -6056168.000000 Penalty: 5284.867188
	Iteration 16Q: 3 clusters Score -6056168 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -6056347.500000 Penalty: 5284.867188
	Iteration 17Q: 3 clusters Score -6056348 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -6056496.500000 Penalty: 5284.867188
	Iteration 18Q: 3 clusters Score -6056496 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -6056593.000000 Penalty: 5284.867188
	Iteration 19Q: 3 clusters Score -6056593 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -6056720.000000 Penalty: 5284.867188
	Iteration 20F: 3 clusters Score -6056720 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -6056890.000000 Penalty: 5284.867188
	Iteration 21Q: 3 clusters Score -6056890 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -6057054.500000 Penalty: 5284.867188
	Iteration 22Q: 3 clusters Score -6057054 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -6057220.000000 Penalty: 5284.867188
	Iteration 23Q: 3 clusters Score -6057220 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -6057386.000000 Penalty: 5284.867188
	Iteration 24Q: 3 clusters Score -6057386 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -6057507.000000 Penalty: 5284.867188
	Iteration 25Q: 3 clusters Score -6057507 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -6057706.000000 Penalty: 5284.867188
	Iteration 26Q: 3 clusters Score -6057706 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -6057848.500000 Penalty: 5284.867188
	Iteration 27Q: 3 clusters Score -6057848 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -6058060.500000 Penalty: 5284.867188
	Iteration 28Q: 3 clusters Score -6058060 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -6058270.500000 Penalty: 5284.867188
	Iteration 29Q: 3 clusters Score -6058270 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -6058490.000000 Penalty: 5284.867188
	Iteration 30Q: 3 clusters Score -6058490 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -6058738.500000 Penalty: 5284.867188
	Iteration 31Q: 3 clusters Score -6058738 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6058971.000000 Penalty: 5284.867188
	Iteration 32Q: 3 clusters Score -6058971 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -6059229.500000 Penalty: 5284.867188
	Iteration 33Q: 3 clusters Score -6059230 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6059484.000000 Penalty: 5284.867188
	Iteration 34Q: 3 clusters Score -6059484 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6059669.500000 Penalty: 5284.867188
	Iteration 35Q: 3 clusters Score -6059670 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6059828.000000 Penalty: 5284.867188
	Iteration 36Q: 3 clusters Score -6059828 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6059958.000000 Penalty: 5284.867188
	Iteration 37Q: 3 clusters Score -6059958 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6060075.000000 Penalty: 5284.867188
	Iteration 38Q: 3 clusters Score -6060075 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6060152.500000 Penalty: 5284.867188
	Iteration 39Q: 3 clusters Score -6060152 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6060227.000000 Penalty: 5284.867188
	Iteration 40F: 3 clusters Score -6060227 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6060274.000000 Penalty: 5284.867188
	Iteration 41Q: 3 clusters Score -6060274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6060326.500000 Penalty: 5284.867188
	Iteration 42Q: 3 clusters Score -6060326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6060363.500000 Penalty: 5284.867188
	Iteration 43Q: 3 clusters Score -6060364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6060387.500000 Penalty: 5284.867188
	Iteration 44Q: 3 clusters Score -6060388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6060419.000000 Penalty: 5284.867188
	Iteration 45Q: 3 clusters Score -6060419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6060425.500000 Penalty: 5284.867188
	Iteration 46Q: 3 clusters Score -6060426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6060456.500000 Penalty: 5284.867188
	Iteration 47Q: 3 clusters Score -6060456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6060474.500000 Penalty: 5284.867188
	Iteration 48Q: 3 clusters Score -6060474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6060488.500000 Penalty: 5284.867188
	Iteration 49Q: 3 clusters Score -6060488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6060498.000000 Penalty: 5284.867188
	Iteration 50Q: 3 clusters Score -6060498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6060507.500000 Penalty: 5284.867188
	Iteration 51Q: 3 clusters Score -6060508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6060503.500000 Penalty: 5284.867188
	Iteration 52Q: 3 clusters Score -6060504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6060506.500000 Penalty: 5284.867188
	Iteration 53Q: 3 clusters Score -6060506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6060510.000000 Penalty: 5284.867188
	Iteration 54Q: 3 clusters Score -6060510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6060530.000000 Penalty: 5284.867188
	Iteration 55Q: 3 clusters Score -6060530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6060536.000000 Penalty: 5284.867188
	Iteration 56Q: 3 clusters Score -6060536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6060546.500000 Penalty: 5284.867188
	Iteration 57Q: 3 clusters Score -6060546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6060554.000000 Penalty: 5284.867188
	Iteration 58Q: 3 clusters Score -6060554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6060560.000000 Penalty: 5284.867188
	Iteration 59Q: 3 clusters Score -6060560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6060566.000000 Penalty: 5284.867188
	Iteration 60F: 3 clusters Score -6060566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6060570.500000 Penalty: 5284.867188
	Iteration 61Q: 3 clusters Score -6060570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6060579.000000 Penalty: 5284.867188
	Iteration 62Q: 3 clusters Score -6060579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6060586.500000 Penalty: 5284.867188
	Iteration 63Q: 3 clusters Score -6060586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6060587.500000 Penalty: 5284.867188
	Iteration 64Q: 3 clusters Score -6060588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6060590.000000 Penalty: 5284.867188
	Iteration 65Q: 3 clusters Score -6060590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6060586.500000 Penalty: 5284.867188
	Iteration 66Q: 3 clusters Score -6060586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6060587.500000 Penalty: 5284.867188
	Iteration 67Q: 3 clusters Score -6060588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6060594.500000 Penalty: 5284.867188
	Iteration 68Q: 3 clusters Score -6060594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6060593.000000 Penalty: 5284.867188
	Iteration 69Q: 3 clusters Score -6060593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6060588.000000 Penalty: 5284.867188
	Iteration 70Q: 3 clusters Score -6060588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6060587.500000 Penalty: 5284.867188
	Iteration 71Q: 3 clusters Score -6060588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6060591.500000 Penalty: 5284.867188
	Iteration 72Q: 3 clusters Score -6060592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6060591.000000 Penalty: 5284.867188
	Iteration 73Q: 3 clusters Score -6060591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6060592.000000 Penalty: 5284.867188
	Iteration 74Q: 3 clusters Score -6060592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6060592.000000 Penalty: 5284.867188
	Iteration 75F: 3 clusters Score -6060592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -47267.968750 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -47267.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45890.671875 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -45890.67 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46028.132812 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -46028.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46073.328125 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -46073.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46094.597656 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -46094.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46094.597656 Penalty: 2935.771240
	Iteration 4F: 3 clusters Score -46094.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Entering Unmasked Estep 
Score: -1869775.875000 Penalty: 2350.258789
	Iteration 0F: 2 clusters Score -1869776 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 6459 members 
Entering Unmasked Estep 
Score: -1860276.625000 Penalty: 4700.517578
	Iteration 0F: 3 clusters Score -1860277 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1863146.000000 Penalty: 4700.517578
	Iteration 1F: 3 clusters Score -1863146 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1863444.750000 Penalty: 4700.517578
	Iteration 2F: 3 clusters Score -1863445 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1863677.000000 Penalty: 4700.517578
	Iteration 3Q: 3 clusters Score -1863677 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1863892.250000 Penalty: 4700.517578
	Iteration 4Q: 3 clusters Score -1863892 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1864076.250000 Penalty: 4700.517578
	Iteration 5Q: 3 clusters Score -1864076 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1864259.750000 Penalty: 4700.517578
	Iteration 6Q: 3 clusters Score -1864260 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1864501.875000 Penalty: 4700.517578
	Iteration 7Q: 3 clusters Score -1864502 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1864782.000000 Penalty: 4700.517578
	Iteration 8Q: 3 clusters Score -1864782 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1865138.250000 Penalty: 4700.517578
	Iteration 9Q: 3 clusters Score -1865138 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1865525.750000 Penalty: 4700.517578
	Iteration 10Q: 3 clusters Score -1865526 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1865936.250000 Penalty: 4700.517578
	Iteration 11Q: 3 clusters Score -1865936 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1866335.250000 Penalty: 4700.517578
	Iteration 12Q: 3 clusters Score -1866335 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1866699.250000 Penalty: 4700.517578
	Iteration 13Q: 3 clusters Score -1866699 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1867014.250000 Penalty: 4700.517578
	Iteration 14Q: 3 clusters Score -1867014 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1867208.125000 Penalty: 4700.517578
	Iteration 15Q: 3 clusters Score -1867208 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1867325.375000 Penalty: 4700.517578
	Iteration 16Q: 3 clusters Score -1867325 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1867409.250000 Penalty: 4700.517578
	Iteration 17Q: 3 clusters Score -1867409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1867482.750000 Penalty: 4700.517578
	Iteration 18Q: 3 clusters Score -1867483 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1867539.125000 Penalty: 4700.517578
	Iteration 19Q: 3 clusters Score -1867539 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1867591.750000 Penalty: 4700.517578
	Iteration 20F: 3 clusters Score -1867592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1867633.625000 Penalty: 4700.517578
	Iteration 21Q: 3 clusters Score -1867634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1867657.250000 Penalty: 4700.517578
	Iteration 22Q: 3 clusters Score -1867657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1867680.375000 Penalty: 4700.517578
	Iteration 23Q: 3 clusters Score -1867680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1867690.375000 Penalty: 4700.517578
	Iteration 24Q: 3 clusters Score -1867690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1867699.125000 Penalty: 4700.517578
	Iteration 25Q: 3 clusters Score -1867699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1867705.375000 Penalty: 4700.517578
	Iteration 26Q: 3 clusters Score -1867705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1867711.125000 Penalty: 4700.517578
	Iteration 27Q: 3 clusters Score -1867711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1867717.125000 Penalty: 4700.517578
	Iteration 28Q: 3 clusters Score -1867717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1867718.375000 Penalty: 4700.517578
	Iteration 29Q: 3 clusters Score -1867718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1867724.500000 Penalty: 4700.517578
	Iteration 30Q: 3 clusters Score -1867724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1867728.000000 Penalty: 4700.517578
	Iteration 31Q: 3 clusters Score -1867728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1867729.875000 Penalty: 4700.517578
	Iteration 32Q: 3 clusters Score -1867730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1867728.375000 Penalty: 4700.517578
	Iteration 33Q: 3 clusters Score -1867728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1867729.625000 Penalty: 4700.517578
	Iteration 34Q: 3 clusters Score -1867730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1867729.625000 Penalty: 4700.517578
	Iteration 35F: 3 clusters Score -1867730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (102525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Entering Unmasked Estep 
Score: -14623881.000000 Penalty: 2861.389648
	Iteration 0F: 2 clusters Score -1.462388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -14557113.000000 Penalty: 5722.779297
	Iteration 0F: 3 clusters Score -1.455711e+07 nChanged 48513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -14584321.000000 Penalty: 5722.779297
	Iteration 1F: 3 clusters Score -1.458432e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -14584884.000000 Penalty: 5722.779297
	Iteration 2Q: 3 clusters Score -1.458488e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -14585732.000000 Penalty: 5722.779297
	Iteration 3Q: 3 clusters Score -1.458573e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -14586767.000000 Penalty: 5722.779297
	Iteration 4Q: 3 clusters Score -1.458677e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -14588294.000000 Penalty: 5722.779297
	Iteration 5Q: 3 clusters Score -1.458829e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -14590509.000000 Penalty: 5722.779297
	Iteration 6Q: 3 clusters Score -1.459051e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -14593346.000000 Penalty: 5722.779297
	Iteration 7Q: 3 clusters Score -1.459335e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -14597527.000000 Penalty: 5722.779297
	Iteration 8F: 3 clusters Score -1.459753e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -14603416.000000 Penalty: 5722.779297
	Iteration 9F: 3 clusters Score -1.460342e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -14610251.000000 Penalty: 5722.779297
	Iteration 10F: 3 clusters Score -1.461025e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -14614695.000000 Penalty: 5722.779297
	Iteration 11F: 3 clusters Score -1.46147e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -14616540.000000 Penalty: 5722.779297
	Iteration 12Q: 3 clusters Score -1.461654e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -14617552.000000 Penalty: 5722.779297
	Iteration 13Q: 3 clusters Score -1.461755e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -14618241.000000 Penalty: 5722.779297
	Iteration 14Q: 3 clusters Score -1.461824e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -14618825.000000 Penalty: 5722.779297
	Iteration 15Q: 3 clusters Score -1.461882e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -14619231.000000 Penalty: 5722.779297
	Iteration 16Q: 3 clusters Score -1.461923e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -14619411.000000 Penalty: 5722.779297
	Iteration 17Q: 3 clusters Score -1.461941e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -14619556.000000 Penalty: 5722.779297
	Iteration 18Q: 3 clusters Score -1.461956e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -14619688.000000 Penalty: 5722.779297
	Iteration 19Q: 3 clusters Score -1.461969e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -14619838.000000 Penalty: 5722.779297
	Iteration 20F: 3 clusters Score -1.461984e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -14619848.000000 Penalty: 5722.779297
	Iteration 21Q: 3 clusters Score -1.461985e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -14619975.000000 Penalty: 5722.779297
	Iteration 22Q: 3 clusters Score -1.461998e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -14620017.000000 Penalty: 5722.779297
	Iteration 23Q: 3 clusters Score -1.462002e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 64753 members 
Entering Unmasked Estep 
Score: -14620060.000000 Penalty: 5722.779297
	Iteration 24Q: 3 clusters Score -1.462006e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -14620063.000000 Penalty: 5722.779297
	Iteration 25Q: 3 clusters Score -1.462006e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -14620154.000000 Penalty: 5722.779297
	Iteration 26Q: 3 clusters Score -1.462015e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -14620170.000000 Penalty: 5722.779297
	Iteration 27Q: 3 clusters Score -1.462017e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -14620218.000000 Penalty: 5722.779297
	Iteration 28Q: 3 clusters Score -1.462022e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -14620256.000000 Penalty: 5722.779297
	Iteration 29Q: 3 clusters Score -1.462026e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -14620283.000000 Penalty: 5722.779297
	Iteration 30Q: 3 clusters Score -1.462028e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -14620334.000000 Penalty: 5722.779297
	Iteration 31Q: 3 clusters Score -1.462033e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -14620421.000000 Penalty: 5722.779297
	Iteration 32Q: 3 clusters Score -1.462042e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -14620505.000000 Penalty: 5722.779297
	Iteration 33Q: 3 clusters Score -1.46205e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -14620564.000000 Penalty: 5722.779297
	Iteration 34Q: 3 clusters Score -1.462056e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -14620611.000000 Penalty: 5722.779297
	Iteration 35Q: 3 clusters Score -1.462061e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -14620700.000000 Penalty: 5722.779297
	Iteration 36Q: 3 clusters Score -1.46207e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -14620772.000000 Penalty: 5722.779297
	Iteration 37Q: 3 clusters Score -1.462077e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -14620830.000000 Penalty: 5722.779297
	Iteration 38Q: 3 clusters Score -1.462083e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -14620907.000000 Penalty: 5722.779297
	Iteration 39Q: 3 clusters Score -1.462091e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -14620975.000000 Penalty: 5722.779297
	Iteration 40F: 3 clusters Score -1.462098e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -14621045.000000 Penalty: 5722.779297
	Iteration 41Q: 3 clusters Score -1.462104e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -14621118.000000 Penalty: 5722.779297
	Iteration 42Q: 3 clusters Score -1.462112e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 76754 members 
Entering Unmasked Estep 
Score: -14621274.000000 Penalty: 5722.779297
	Iteration 43Q: 3 clusters Score -1.462127e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -14621357.000000 Penalty: 5722.779297
	Iteration 44Q: 3 clusters Score -1.462136e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -14621363.000000 Penalty: 5722.779297
	Iteration 45Q: 3 clusters Score -1.462136e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -14621430.000000 Penalty: 5722.779297
	Iteration 46Q: 3 clusters Score -1.462143e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -14621485.000000 Penalty: 5722.779297
	Iteration 47Q: 3 clusters Score -1.462148e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -14621509.000000 Penalty: 5722.779297
	Iteration 48Q: 3 clusters Score -1.462151e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -14621559.000000 Penalty: 5722.779297
	Iteration 49Q: 3 clusters Score -1.462156e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -14621584.000000 Penalty: 5722.779297
	Iteration 50Q: 3 clusters Score -1.462158e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -14621731.000000 Penalty: 5722.779297
	Iteration 51Q: 3 clusters Score -1.462173e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -14621764.000000 Penalty: 5722.779297
	Iteration 52Q: 3 clusters Score -1.462176e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -14621833.000000 Penalty: 5722.779297
	Iteration 53Q: 3 clusters Score -1.462183e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -14621888.000000 Penalty: 5722.779297
	Iteration 54Q: 3 clusters Score -1.462189e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -14621934.000000 Penalty: 5722.779297
	Iteration 55Q: 3 clusters Score -1.462193e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 85918 members 
Entering Unmasked Estep 
Score: -14622017.000000 Penalty: 5722.779297
	Iteration 56Q: 3 clusters Score -1.462202e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 86589 members 
Entering Unmasked Estep 
Score: -14622042.000000 Penalty: 5722.779297
	Iteration 57Q: 3 clusters Score -1.462204e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -14622098.000000 Penalty: 5722.779297
	Iteration 58Q: 3 clusters Score -1.46221e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -14622171.000000 Penalty: 5722.779297
	Iteration 59Q: 3 clusters Score -1.462217e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 88542 members 
Entering Unmasked Estep 
Score: -14622228.000000 Penalty: 5722.779297
	Iteration 60F: 3 clusters Score -1.462223e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -14622264.000000 Penalty: 5722.779297
	Iteration 61Q: 3 clusters Score -1.462226e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 89733 members 
Entering Unmasked Estep 
Score: -14622353.000000 Penalty: 5722.779297
	Iteration 62Q: 3 clusters Score -1.462235e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 90277 members 
Entering Unmasked Estep 
Score: -14622394.000000 Penalty: 5722.779297
	Iteration 63Q: 3 clusters Score -1.462239e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -14622454.000000 Penalty: 5722.779297
	Iteration 64Q: 3 clusters Score -1.462245e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -14622497.000000 Penalty: 5722.779297
	Iteration 65Q: 3 clusters Score -1.46225e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 91796 members 
Entering Unmasked Estep 
Score: -14622531.000000 Penalty: 5722.779297
	Iteration 66Q: 3 clusters Score -1.462253e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 92249 members 
Entering Unmasked Estep 
Score: -14622544.000000 Penalty: 5722.779297
	Iteration 67Q: 3 clusters Score -1.462254e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -14622596.000000 Penalty: 5722.779297
	Iteration 68Q: 3 clusters Score -1.46226e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -14622599.000000 Penalty: 5722.779297
	Iteration 69Q: 3 clusters Score -1.46226e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -14622623.000000 Penalty: 5722.779297
	Iteration 70Q: 3 clusters Score -1.462262e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -14622636.000000 Penalty: 5722.779297
	Iteration 71Q: 3 clusters Score -1.462264e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 94289 members 
Entering Unmasked Estep 
Score: -14622689.000000 Penalty: 5722.779297
	Iteration 72Q: 3 clusters Score -1.462269e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -14622710.000000 Penalty: 5722.779297
	Iteration 73Q: 3 clusters Score -1.462271e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -14622748.000000 Penalty: 5722.779297
	Iteration 74Q: 3 clusters Score -1.462275e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -14622763.000000 Penalty: 5722.779297
	Iteration 75Q: 3 clusters Score -1.462276e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 95514 members 
Entering Unmasked Estep 
Score: -14622728.000000 Penalty: 5722.779297
	Iteration 76Q: 3 clusters Score -1.462273e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 95738 members 
Entering Unmasked Estep 
Score: -14622768.000000 Penalty: 5722.779297
	Iteration 77Q: 3 clusters Score -1.462277e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 95929 members 
Entering Unmasked Estep 
Score: -14622737.000000 Penalty: 5722.779297
	Iteration 78Q: 3 clusters Score -1.462274e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -14622731.000000 Penalty: 5722.779297
	Iteration 79Q: 3 clusters Score -1.462273e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -14622724.000000 Penalty: 5722.779297
	Iteration 80F: 3 clusters Score -1.462272e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -14622686.000000 Penalty: 5722.779297
	Iteration 81Q: 3 clusters Score -1.462269e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 96549 members 
Entering Unmasked Estep 
Score: -14622722.000000 Penalty: 5722.779297
	Iteration 82Q: 3 clusters Score -1.462272e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -14622723.000000 Penalty: 5722.779297
	Iteration 83Q: 3 clusters Score -1.462272e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 96832 members 
Entering Unmasked Estep 
Score: -14622687.000000 Penalty: 5722.779297
	Iteration 84Q: 3 clusters Score -1.462269e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -14622675.000000 Penalty: 5722.779297
	Iteration 85Q: 3 clusters Score -1.462268e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
Score: -14622664.000000 Penalty: 5722.779297
	Iteration 86Q: 3 clusters Score -1.462266e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 97205 members 
Entering Unmasked Estep 
Score: -14622660.000000 Penalty: 5722.779297
	Iteration 87Q: 3 clusters Score -1.462266e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
Score: -14622668.000000 Penalty: 5722.779297
	Iteration 88Q: 3 clusters Score -1.462267e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 97410 members 
Entering Unmasked Estep 
Score: -14622661.000000 Penalty: 5722.779297
	Iteration 89Q: 3 clusters Score -1.462266e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 97510 members 
Entering Unmasked Estep 
Score: -14622694.000000 Penalty: 5722.779297
	Iteration 90Q: 3 clusters Score -1.462269e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -14622708.000000 Penalty: 5722.779297
	Iteration 91Q: 3 clusters Score -1.462271e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 97720 members 
Entering Unmasked Estep 
Score: -14622723.000000 Penalty: 5722.779297
	Iteration 92Q: 3 clusters Score -1.462272e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 97822 members 
Entering Unmasked Estep 
Score: -14622729.000000 Penalty: 5722.779297
	Iteration 93Q: 3 clusters Score -1.462273e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 97902 members 
Entering Unmasked Estep 
Score: -14622749.000000 Penalty: 5722.779297
	Iteration 94Q: 3 clusters Score -1.462275e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 97977 members 
Entering Unmasked Estep 
Score: -14622745.000000 Penalty: 5722.779297
	Iteration 95Q: 3 clusters Score -1.462274e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 98052 members 
Entering Unmasked Estep 
Score: -14622762.000000 Penalty: 5722.779297
	Iteration 96Q: 3 clusters Score -1.462276e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 98122 members 
Entering Unmasked Estep 
Score: -14622769.000000 Penalty: 5722.779297
	Iteration 97Q: 3 clusters Score -1.462277e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 98195 members 
Entering Unmasked Estep 
Score: -14622754.000000 Penalty: 5722.779297
	Iteration 98Q: 3 clusters Score -1.462275e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -14622783.000000 Penalty: 5722.779297
	Iteration 99Q: 3 clusters Score -1.462278e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 98333 members 
Entering Unmasked Estep 
Score: -14622780.000000 Penalty: 5722.779297
	Iteration 100F: 3 clusters Score -1.462278e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 98394 members 
Entering Unmasked Estep 
Score: -14622786.000000 Penalty: 5722.779297
	Iteration 101Q: 3 clusters Score -1.462279e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -14622803.000000 Penalty: 5722.779297
	Iteration 102Q: 3 clusters Score -1.46228e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -14622770.000000 Penalty: 5722.779297
	Iteration 103Q: 3 clusters Score -1.462277e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -14622751.000000 Penalty: 5722.779297
	Iteration 104Q: 3 clusters Score -1.462275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -14622730.000000 Penalty: 5722.779297
	Iteration 105Q: 3 clusters Score -1.462273e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 98597 members 
Entering Unmasked Estep 
Score: -14622733.000000 Penalty: 5722.779297
	Iteration 106Q: 3 clusters Score -1.462273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 98618 members 
Entering Unmasked Estep 
Score: -14622723.000000 Penalty: 5722.779297
	Iteration 107Q: 3 clusters Score -1.462272e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -14622699.000000 Penalty: 5722.779297
	Iteration 108Q: 3 clusters Score -1.46227e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 98673 members 
Entering Unmasked Estep 
Score: -14622697.000000 Penalty: 5722.779297
	Iteration 109Q: 3 clusters Score -1.46227e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 98702 members 
Entering Unmasked Estep 
Score: -14622713.000000 Penalty: 5722.779297
	Iteration 110Q: 3 clusters Score -1.462271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
Score: -14622731.000000 Penalty: 5722.779297
	Iteration 111Q: 3 clusters Score -1.462273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -14622721.000000 Penalty: 5722.779297
	Iteration 112Q: 3 clusters Score -1.462272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 98759 members 
Entering Unmasked Estep 
Score: -14622711.000000 Penalty: 5722.779297
	Iteration 113Q: 3 clusters Score -1.462271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
Score: -14622703.000000 Penalty: 5722.779297
	Iteration 114Q: 3 clusters Score -1.46227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 98790 members 
Entering Unmasked Estep 
Score: -14622685.000000 Penalty: 5722.779297
	Iteration 115Q: 3 clusters Score -1.462268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -14622697.000000 Penalty: 5722.779297
	Iteration 116Q: 3 clusters Score -1.46227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 98818 members 
Entering Unmasked Estep 
Score: -14622701.000000 Penalty: 5722.779297
	Iteration 117Q: 3 clusters Score -1.46227e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 98844 members 
Entering Unmasked Estep 
Score: -14622668.000000 Penalty: 5722.779297
	Iteration 118Q: 3 clusters Score -1.462267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 98868 members 
Entering Unmasked Estep 
Score: -14622686.000000 Penalty: 5722.779297
	Iteration 119Q: 3 clusters Score -1.462269e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 98901 members 
Entering Unmasked Estep 
Score: -14622673.000000 Penalty: 5722.779297
	Iteration 120F: 3 clusters Score -1.462267e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 98934 members 
Entering Unmasked Estep 
Score: -14622673.000000 Penalty: 5722.779297
	Iteration 121Q: 3 clusters Score -1.462267e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -14622673.000000 Penalty: 5722.779297
	Iteration 122Q: 3 clusters Score -1.462267e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -14622649.000000 Penalty: 5722.779297
	Iteration 123Q: 3 clusters Score -1.462265e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -14622652.000000 Penalty: 5722.779297
	Iteration 124Q: 3 clusters Score -1.462265e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -14622637.000000 Penalty: 5722.779297
	Iteration 125Q: 3 clusters Score -1.462264e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 99123 members 
Entering Unmasked Estep 
Score: -14622627.000000 Penalty: 5722.779297
	Iteration 126Q: 3 clusters Score -1.462263e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 99151 members 
Entering Unmasked Estep 
Score: -14622615.000000 Penalty: 5722.779297
	Iteration 127Q: 3 clusters Score -1.462262e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 99179 members 
Entering Unmasked Estep 
Score: -14622620.000000 Penalty: 5722.779297
	Iteration 128Q: 3 clusters Score -1.462262e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -14622612.000000 Penalty: 5722.779297
	Iteration 129Q: 3 clusters Score -1.462261e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -14622605.000000 Penalty: 5722.779297
	Iteration 130Q: 3 clusters Score -1.46226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 99248 members 
Entering Unmasked Estep 
Score: -14622607.000000 Penalty: 5722.779297
	Iteration 131Q: 3 clusters Score -1.462261e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 99273 members 
Entering Unmasked Estep 
Score: -14622601.000000 Penalty: 5722.779297
	Iteration 132Q: 3 clusters Score -1.46226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 99298 members 
Entering Unmasked Estep 
Score: -14622597.000000 Penalty: 5722.779297
	Iteration 133Q: 3 clusters Score -1.46226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 99314 members 
Entering Unmasked Estep 
Score: -14622581.000000 Penalty: 5722.779297
	Iteration 134Q: 3 clusters Score -1.462258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -14622562.000000 Penalty: 5722.779297
	Iteration 135Q: 3 clusters Score -1.462256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -14622551.000000 Penalty: 5722.779297
	Iteration 136Q: 3 clusters Score -1.462255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -14622564.000000 Penalty: 5722.779297
	Iteration 137Q: 3 clusters Score -1.462256e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -14622587.000000 Penalty: 5722.779297
	Iteration 138Q: 3 clusters Score -1.462259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 99435 members 
Entering Unmasked Estep 
Score: -14622590.000000 Penalty: 5722.779297
	Iteration 139Q: 3 clusters Score -1.462259e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -14622588.000000 Penalty: 5722.779297
	Iteration 140F: 3 clusters Score -1.462259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 99476 members 
Entering Unmasked Estep 
Score: -14622570.000000 Penalty: 5722.779297
	Iteration 141Q: 3 clusters Score -1.462257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -14622581.000000 Penalty: 5722.779297
	Iteration 142Q: 3 clusters Score -1.462258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 99499 members 
Entering Unmasked Estep 
Score: -14622583.000000 Penalty: 5722.779297
	Iteration 143Q: 3 clusters Score -1.462258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 99504 members 
Entering Unmasked Estep 
Score: -14622593.000000 Penalty: 5722.779297
	Iteration 144Q: 3 clusters Score -1.462259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 99506 members 
Entering Unmasked Estep 
Score: -14622596.000000 Penalty: 5722.779297
	Iteration 145Q: 3 clusters Score -1.46226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 99506 members 
Entering Unmasked Estep 
Score: -14622596.000000 Penalty: 5722.779297
	Iteration 146F: 3 clusters Score -1.46226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Entering Unmasked Estep 
Score: -4714218.000000 Penalty: 2580.001465
	Iteration 0F: 2 clusters Score -4714218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -4691587.000000 Penalty: 5160.002930
	Iteration 0F: 3 clusters Score -4691587 nChanged 15028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4699852.500000 Penalty: 5160.002930
	Iteration 1F: 3 clusters Score -4699852 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4700460.500000 Penalty: 5160.002930
	Iteration 2Q: 3 clusters Score -4700460 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4701248.500000 Penalty: 5160.002930
	Iteration 3F: 3 clusters Score -4701248 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -4702444.500000 Penalty: 5160.002930
	Iteration 4F: 3 clusters Score -4702444 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4704291.500000 Penalty: 5160.002930
	Iteration 5F: 3 clusters Score -4704292 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -4706753.500000 Penalty: 5160.002930
	Iteration 6F: 3 clusters Score -4706754 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -4709220.500000 Penalty: 5160.002930
	Iteration 7F: 3 clusters Score -4709220 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -4710807.500000 Penalty: 5160.002930
	Iteration 8Q: 3 clusters Score -4710808 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4711480.500000 Penalty: 5160.002930
	Iteration 9Q: 3 clusters Score -4711480 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4711750.000000 Penalty: 5160.002930
	Iteration 10Q: 3 clusters Score -4711750 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4711855.000000 Penalty: 5160.002930
	Iteration 11Q: 3 clusters Score -4711855 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4711918.000000 Penalty: 5160.002930
	Iteration 12Q: 3 clusters Score -4711918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4711940.500000 Penalty: 5160.002930
	Iteration 13Q: 3 clusters Score -4711940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -4711963.000000 Penalty: 5160.002930
	Iteration 14Q: 3 clusters Score -4711963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -4711975.000000 Penalty: 5160.002930
	Iteration 15Q: 3 clusters Score -4711975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -4711987.500000 Penalty: 5160.002930
	Iteration 16Q: 3 clusters Score -4711988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4712003.000000 Penalty: 5160.002930
	Iteration 17Q: 3 clusters Score -4712003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -4712005.500000 Penalty: 5160.002930
	Iteration 18Q: 3 clusters Score -4712006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4712005.500000 Penalty: 5160.002930
	Iteration 19Q: 3 clusters Score -4712006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -4712007.500000 Penalty: 5160.002930
	Iteration 20F: 3 clusters Score -4712008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Entering Unmasked Estep 
Score: -5848850.500000 Penalty: 2642.696777
	Iteration 0F: 2 clusters Score -5848850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5820280.500000 Penalty: 5285.393555
	Iteration 0F: 3 clusters Score -5820280 nChanged 19298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -5830755.000000 Penalty: 5285.393555
	Iteration 1F: 3 clusters Score -5830755 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -5831149.500000 Penalty: 5285.393555
	Iteration 2Q: 3 clusters Score -5831150 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -5831574.500000 Penalty: 5285.393555
	Iteration 3Q: 3 clusters Score -5831574 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5832026.500000 Penalty: 5285.393555
	Iteration 4Q: 3 clusters Score -5832026 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -5832621.000000 Penalty: 5285.393555
	Iteration 5Q: 3 clusters Score -5832621 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -5833502.500000 Penalty: 5285.393555
	Iteration 6Q: 3 clusters Score -5833502 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -5834960.500000 Penalty: 5285.393555
	Iteration 7F: 3 clusters Score -5834960 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -5837229.000000 Penalty: 5285.393555
	Iteration 8F: 3 clusters Score -5837229 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -5840213.000000 Penalty: 5285.393555
	Iteration 9F: 3 clusters Score -5840213 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5843128.000000 Penalty: 5285.393555
	Iteration 10F: 3 clusters Score -5843128 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -5845096.500000 Penalty: 5285.393555
	Iteration 11Q: 3 clusters Score -5845096 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -5846002.500000 Penalty: 5285.393555
	Iteration 12Q: 3 clusters Score -5846002 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -5846334.500000 Penalty: 5285.393555
	Iteration 13Q: 3 clusters Score -5846334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -5846475.000000 Penalty: 5285.393555
	Iteration 14Q: 3 clusters Score -5846475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -5846555.500000 Penalty: 5285.393555
	Iteration 15Q: 3 clusters Score -5846556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -5846594.000000 Penalty: 5285.393555
	Iteration 16Q: 3 clusters Score -5846594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5846617.500000 Penalty: 5285.393555
	Iteration 17Q: 3 clusters Score -5846618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5846646.000000 Penalty: 5285.393555
	Iteration 18Q: 3 clusters Score -5846646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -5846654.500000 Penalty: 5285.393555
	Iteration 19Q: 3 clusters Score -5846654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -5846670.500000 Penalty: 5285.393555
	Iteration 20F: 3 clusters Score -5846670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -5846684.500000 Penalty: 5285.393555
	Iteration 21Q: 3 clusters Score -5846684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -5846696.000000 Penalty: 5285.393555
	Iteration 22Q: 3 clusters Score -5846696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5846708.500000 Penalty: 5285.393555
	Iteration 23Q: 3 clusters Score -5846708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -5846709.000000 Penalty: 5285.393555
	Iteration 24Q: 3 clusters Score -5846709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -5846710.500000 Penalty: 5285.393555
	Iteration 25Q: 3 clusters Score -5846710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5846720.500000 Penalty: 5285.393555
	Iteration 26Q: 3 clusters Score -5846720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -5846720.500000 Penalty: 5285.393555
	Iteration 27Q: 3 clusters Score -5846720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -5846722.000000 Penalty: 5285.393555
	Iteration 28Q: 3 clusters Score -5846722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -5846731.500000 Penalty: 5285.393555
	Iteration 29Q: 3 clusters Score -5846732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -5846731.000000 Penalty: 5285.393555
	Iteration 30Q: 3 clusters Score -5846731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -5846731.000000 Penalty: 5285.393555
	Iteration 31F: 3 clusters Score -5846731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -77802.765625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -77802.77 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 305 members 
Entering Unmasked Estep 
Score: -76137.945312 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -76137.95 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76425.320312 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -76425.32 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76577.640625 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -76577.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76633.070312 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -76633.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76675.781250 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -76675.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76706.437500 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -76706.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76726.242188 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -76726.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76741.937500 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -76741.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76755.203125 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -76755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76766.773438 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -76766.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76774.882812 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -76774.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76779.617188 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -76779.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76781.031250 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -76781.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76781.031250 Penalty: 3193.125000
	Iteration 13F: 3 clusters Score -76781.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -31252.373047 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -31252.37 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 117 members 
Entering Unmasked Estep 
Score: -30009.933594 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -30009.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30092.074219 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -30092.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30115.580078 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -30115.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30120.509766 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -30120.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30127.718750 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -30127.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30132.400391 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -30132.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30132.400391 Penalty: 2765.670898
	Iteration 6F: 3 clusters Score -30132.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83840 members 
Mstep: Class 4 contains 162207 members 
Mstep: Class 5 contains 60589 members 
Mstep: Class 6 contains 12080 members 
Mstep: Class 7 contains 35971 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110029 members 
Mstep: Class 11 contains 116866 members 
Mstep: Class 12 contains 42377 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159166 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26631 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42403 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102525 members 
Mstep: Class 22 contains 32966 members 
Mstep: Class 23 contains 42448 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068944.000000 Penalty: 86006.992188
Iteration 399Q: 26 clusters Score -1.470689e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60590 members 
Mstep: Class 6 contains 12080 members 
Mstep: Class 7 contains 35970 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110025 members 
Mstep: Class 11 contains 116877 members 
Mstep: Class 12 contains 42378 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159163 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42403 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102515 members 
Mstep: Class 22 contains 32963 members 
Mstep: Class 23 contains 42448 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069008.000000 Penalty: 86006.992188
Iteration 400F: 26 clusters Score -1.47069e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83844 members 
Mstep: Class 4 contains 162210 members 
Mstep: Class 5 contains 60587 members 
Mstep: Class 6 contains 12080 members 
Mstep: Class 7 contains 35970 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110026 members 
Mstep: Class 11 contains 116881 members 
Mstep: Class 12 contains 42379 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159164 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42403 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102507 members 
Mstep: Class 22 contains 32964 members 
Mstep: Class 23 contains 42450 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068944.000000 Penalty: 86006.992188
Iteration 401Q: 26 clusters Score -1.470689e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83846 members 
Mstep: Class 4 contains 162212 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12080 members 
Mstep: Class 7 contains 35969 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110027 members 
Mstep: Class 11 contains 116887 members 
Mstep: Class 12 contains 42379 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159160 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42403 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13053 members 
Mstep: Class 21 contains 102500 members 
Mstep: Class 22 contains 32963 members 
Mstep: Class 23 contains 42452 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068960.000000 Penalty: 86006.992188
Iteration 402Q: 26 clusters Score -1.47069e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83846 members 
Mstep: Class 4 contains 162217 members 
Mstep: Class 5 contains 60589 members 
Mstep: Class 6 contains 12080 members 
Mstep: Class 7 contains 35969 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110025 members 
Mstep: Class 11 contains 116898 members 
Mstep: Class 12 contains 42379 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159160 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42402 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13053 members 
Mstep: Class 21 contains 102488 members 
Mstep: Class 22 contains 32961 members 
Mstep: Class 23 contains 42452 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068912.000000 Penalty: 86006.992188
Iteration 403Q: 26 clusters Score -1.470689e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83849 members 
Mstep: Class 4 contains 162222 members 
Mstep: Class 5 contains 60589 members 
Mstep: Class 6 contains 12080 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110027 members 
Mstep: Class 11 contains 116908 members 
Mstep: Class 12 contains 42379 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159154 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 102476 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42452 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068912.000000 Penalty: 86006.992188
Iteration 404Q: 26 clusters Score -1.470689e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83849 members 
Mstep: Class 4 contains 162223 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12080 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110029 members 
Mstep: Class 11 contains 116912 members 
Mstep: Class 12 contains 42379 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159156 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42403 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 102471 members 
Mstep: Class 22 contains 32958 members 
Mstep: Class 23 contains 42452 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068848.000000 Penalty: 86006.992188
Iteration 405Q: 26 clusters Score -1.470688e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83847 members 
Mstep: Class 4 contains 162222 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12080 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110029 members 
Mstep: Class 11 contains 116911 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159161 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26635 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 102465 members 
Mstep: Class 22 contains 32957 members 
Mstep: Class 23 contains 42454 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068880.000000 Penalty: 86006.992188
Iteration 406Q: 26 clusters Score -1.470689e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83848 members 
Mstep: Class 4 contains 162222 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12079 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110027 members 
Mstep: Class 11 contains 116919 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159165 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26635 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13051 members 
Mstep: Class 21 contains 102457 members 
Mstep: Class 22 contains 32955 members 
Mstep: Class 23 contains 42455 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068944.000000 Penalty: 86006.992188
Iteration 407Q: 26 clusters Score -1.470689e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83846 members 
Mstep: Class 4 contains 162223 members 
Mstep: Class 5 contains 60587 members 
Mstep: Class 6 contains 12079 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110026 members 
Mstep: Class 11 contains 116926 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159165 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26634 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13053 members 
Mstep: Class 21 contains 102450 members 
Mstep: Class 22 contains 32955 members 
Mstep: Class 23 contains 42456 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069008.000000 Penalty: 86006.992188
Iteration 408Q: 26 clusters Score -1.47069e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83844 members 
Mstep: Class 4 contains 162223 members 
Mstep: Class 5 contains 60589 members 
Mstep: Class 6 contains 12080 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110020 members 
Mstep: Class 11 contains 116935 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159165 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26634 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42403 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 102444 members 
Mstep: Class 22 contains 32955 members 
Mstep: Class 23 contains 42457 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069040.000000 Penalty: 86006.992188
Iteration 409Q: 26 clusters Score -1.47069e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83846 members 
Mstep: Class 4 contains 162217 members 
Mstep: Class 5 contains 60589 members 
Mstep: Class 6 contains 12083 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110016 members 
Mstep: Class 11 contains 116944 members 
Mstep: Class 12 contains 42380 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159167 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26634 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42403 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 102438 members 
Mstep: Class 22 contains 32955 members 
Mstep: Class 23 contains 42457 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069040.000000 Penalty: 86006.992188
Iteration 410Q: 26 clusters Score -1.47069e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83846 members 
Mstep: Class 4 contains 162215 members 
Mstep: Class 5 contains 60587 members 
Mstep: Class 6 contains 12086 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110014 members 
Mstep: Class 11 contains 116949 members 
Mstep: Class 12 contains 42380 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159163 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26634 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 102437 members 
Mstep: Class 22 contains 32956 members 
Mstep: Class 23 contains 42459 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147069008.000000 Penalty: 86006.992188
Iteration 411Q: 26 clusters Score -1.47069e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83844 members 
Mstep: Class 4 contains 162213 members 
Mstep: Class 5 contains 60587 members 
Mstep: Class 6 contains 12086 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110012 members 
Mstep: Class 11 contains 116954 members 
Mstep: Class 12 contains 42379 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159164 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26634 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 42406 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 102434 members 
Mstep: Class 22 contains 32957 members 
Mstep: Class 23 contains 42459 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068960.000000 Penalty: 86006.992188
Iteration 412Q: 26 clusters Score -1.47069e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 162215 members 
Mstep: Class 5 contains 60587 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35966 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110010 members 
Mstep: Class 11 contains 116959 members 
Mstep: Class 12 contains 42378 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159165 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26634 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42406 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102432 members 
Mstep: Class 22 contains 32958 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068912.000000 Penalty: 86006.992188
Iteration 413Q: 26 clusters Score -1.470689e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 83842 members 
Mstep: Class 4 contains 162216 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110006 members 
Mstep: Class 11 contains 116963 members 
Mstep: Class 12 contains 42378 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159165 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42406 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 102430 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068944.000000 Penalty: 86006.992188
Iteration 414Q: 26 clusters Score -1.470689e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 162214 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110004 members 
Mstep: Class 11 contains 116967 members 
Mstep: Class 12 contains 42380 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159165 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42406 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13055 members 
Mstep: Class 21 contains 102428 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068880.000000 Penalty: 86006.992188
Iteration 415Q: 26 clusters Score -1.470689e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83844 members 
Mstep: Class 4 contains 162215 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110002 members 
Mstep: Class 11 contains 116966 members 
Mstep: Class 12 contains 42380 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159167 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42405 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102428 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068848.000000 Penalty: 86006.992188
Iteration 416Q: 26 clusters Score -1.470688e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83844 members 
Mstep: Class 4 contains 162213 members 
Mstep: Class 5 contains 60587 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109997 members 
Mstep: Class 11 contains 116971 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159169 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102428 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068848.000000 Penalty: 86006.992188
Iteration 417Q: 26 clusters Score -1.470688e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 162212 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109996 members 
Mstep: Class 11 contains 116974 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159169 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102427 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 418Q: 26 clusters Score -1.470688e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 162212 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109997 members 
Mstep: Class 11 contains 116974 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159169 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102426 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068800.000000 Penalty: 86006.992188
Iteration 419Q: 26 clusters Score -1.470688e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 162212 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109998 members 
Mstep: Class 11 contains 116976 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102424 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 420F: 26 clusters Score -1.470688e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 162212 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109998 members 
Mstep: Class 11 contains 116977 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42405 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102422 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068848.000000 Penalty: 86006.992188
Iteration 421Q: 26 clusters Score -1.470688e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60587 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109998 members 
Mstep: Class 11 contains 116977 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102421 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068800.000000 Penalty: 86006.992188
Iteration 422Q: 26 clusters Score -1.470688e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83842 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109998 members 
Mstep: Class 11 contains 116981 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102419 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068784.000000 Penalty: 86006.992188
Iteration 423Q: 26 clusters Score -1.470688e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83842 members 
Mstep: Class 4 contains 162212 members 
Mstep: Class 5 contains 60585 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109998 members 
Mstep: Class 11 contains 116982 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102419 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068752.000000 Penalty: 86006.992188
Iteration 424Q: 26 clusters Score -1.470688e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83840 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109999 members 
Mstep: Class 11 contains 116983 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159169 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26633 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102418 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068800.000000 Penalty: 86006.992188
Iteration 425Q: 26 clusters Score -1.470688e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83840 members 
Mstep: Class 4 contains 162210 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12085 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109999 members 
Mstep: Class 11 contains 116986 members 
Mstep: Class 12 contains 42380 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159169 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102418 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068848.000000 Penalty: 86006.992188
Iteration 426Q: 26 clusters Score -1.470688e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109999 members 
Mstep: Class 11 contains 116988 members 
Mstep: Class 12 contains 42380 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159169 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102418 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 427Q: 26 clusters Score -1.470689e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109999 members 
Mstep: Class 11 contains 116988 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159169 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102417 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 428Q: 26 clusters Score -1.470688e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109999 members 
Mstep: Class 11 contains 116990 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102416 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 429Q: 26 clusters Score -1.470688e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109999 members 
Mstep: Class 11 contains 116990 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102416 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 430Q: 26 clusters Score -1.470689e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 109999 members 
Mstep: Class 11 contains 116989 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102417 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 431Q: 26 clusters Score -1.470689e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110000 members 
Mstep: Class 11 contains 116988 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102417 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 432Q: 26 clusters Score -1.470689e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110000 members 
Mstep: Class 11 contains 116989 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102416 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 433Q: 26 clusters Score -1.470688e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110000 members 
Mstep: Class 11 contains 116990 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102415 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068832.000000 Penalty: 86006.992188
Iteration 434Q: 26 clusters Score -1.470688e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110000 members 
Mstep: Class 11 contains 116992 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102413 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 435Q: 26 clusters Score -1.470689e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110000 members 
Mstep: Class 11 contains 116993 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102412 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 436Q: 26 clusters Score -1.470689e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110000 members 
Mstep: Class 11 contains 116993 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102412 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147068864.000000 Penalty: 86006.992188
Iteration 437F: 26 clusters Score -1.470689e+08 nChanged 0
Entering ConstructFrom: 
Score: -147068864.000000 Penalty: 86006.992188
Entering ConstructFrom: 
Trying to split cluster 1 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -566701.250000 Penalty: 2065.036133
	Iteration 0F: 2 clusters Score -566701.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -562739.187500 Penalty: 4130.072266
	Iteration 0F: 3 clusters Score -562739.2 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -563654.750000 Penalty: 4130.072266
	Iteration 1F: 3 clusters Score -563654.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -563838.750000 Penalty: 4130.072266
	Iteration 2F: 3 clusters Score -563838.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -563939.312500 Penalty: 4130.072266
	Iteration 3Q: 3 clusters Score -563939.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -564016.437500 Penalty: 4130.072266
	Iteration 4Q: 3 clusters Score -564016.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -564091.000000 Penalty: 4130.072266
	Iteration 5Q: 3 clusters Score -564091 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -564173.687500 Penalty: 4130.072266
	Iteration 6Q: 3 clusters Score -564173.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -564251.437500 Penalty: 4130.072266
	Iteration 7Q: 3 clusters Score -564251.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -564318.125000 Penalty: 4130.072266
	Iteration 8Q: 3 clusters Score -564318.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -564377.687500 Penalty: 4130.072266
	Iteration 9Q: 3 clusters Score -564377.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -564437.312500 Penalty: 4130.072266
	Iteration 10Q: 3 clusters Score -564437.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -564514.187500 Penalty: 4130.072266
	Iteration 11Q: 3 clusters Score -564514.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -564598.625000 Penalty: 4130.072266
	Iteration 12Q: 3 clusters Score -564598.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -564670.250000 Penalty: 4130.072266
	Iteration 13Q: 3 clusters Score -564670.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -564732.250000 Penalty: 4130.072266
	Iteration 14Q: 3 clusters Score -564732.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -564791.625000 Penalty: 4130.072266
	Iteration 15Q: 3 clusters Score -564791.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -564848.375000 Penalty: 4130.072266
	Iteration 16Q: 3 clusters Score -564848.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -564895.375000 Penalty: 4130.072266
	Iteration 17Q: 3 clusters Score -564895.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -564927.250000 Penalty: 4130.072266
	Iteration 18Q: 3 clusters Score -564927.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -564960.312500 Penalty: 4130.072266
	Iteration 19Q: 3 clusters Score -564960.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -564992.062500 Penalty: 4130.072266
	Iteration 20F: 3 clusters Score -564992.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -565020.687500 Penalty: 4130.072266
	Iteration 21Q: 3 clusters Score -565020.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -565039.812500 Penalty: 4130.072266
	Iteration 22Q: 3 clusters Score -565039.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -565058.625000 Penalty: 4130.072266
	Iteration 23Q: 3 clusters Score -565058.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -565071.062500 Penalty: 4130.072266
	Iteration 24Q: 3 clusters Score -565071.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -565081.187500 Penalty: 4130.072266
	Iteration 25Q: 3 clusters Score -565081.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -565093.937500 Penalty: 4130.072266
	Iteration 26Q: 3 clusters Score -565093.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -565103.187500 Penalty: 4130.072266
	Iteration 27Q: 3 clusters Score -565103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -565103.625000 Penalty: 4130.072266
	Iteration 28Q: 3 clusters Score -565103.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -565105.562500 Penalty: 4130.072266
	Iteration 29Q: 3 clusters Score -565105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -565108.937500 Penalty: 4130.072266
	Iteration 30Q: 3 clusters Score -565108.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -565113.375000 Penalty: 4130.072266
	Iteration 31Q: 3 clusters Score -565113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -565114.312500 Penalty: 4130.072266
	Iteration 32Q: 3 clusters Score -565114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -565115.625000 Penalty: 4130.072266
	Iteration 33Q: 3 clusters Score -565115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -565115.625000 Penalty: 4130.072266
	Iteration 34F: 3 clusters Score -565115.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -144892.593750 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -144892.6 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 519 members 
Entering Unmasked Estep 
Score: -142929.734375 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -142929.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -143202.296875 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -143202.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -143281.843750 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -143281.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -143315.015625 Penalty: 3442.830322
	Iteration 3Q: 3 clusters Score -143315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -143339.406250 Penalty: 3442.830322
	Iteration 4Q: 3 clusters Score -143339.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -143355.718750 Penalty: 3442.830322
	Iteration 5Q: 3 clusters Score -143355.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -143372.765625 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -143372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143382.390625 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -143382.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -143388.656250 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -143388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143391.953125 Penalty: 3442.830322
	Iteration 9Q: 3 clusters Score -143392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143395.343750 Penalty: 3442.830322
	Iteration 10Q: 3 clusters Score -143395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143398.640625 Penalty: 3442.830322
	Iteration 11Q: 3 clusters Score -143398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143400.546875 Penalty: 3442.830322
	Iteration 12Q: 3 clusters Score -143400.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143401.375000 Penalty: 3442.830322
	Iteration 13Q: 3 clusters Score -143401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143401.375000 Penalty: 3442.830322
	Iteration 14F: 3 clusters Score -143401.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Entering Unmasked Estep 
Score: -11927769.000000 Penalty: 2811.487061
	Iteration 0F: 2 clusters Score -1.192777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -11871761.000000 Penalty: 5622.974121
	Iteration 0F: 3 clusters Score -1.187176e+07 nChanged 39378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -11894453.000000 Penalty: 5622.974121
	Iteration 1F: 3 clusters Score -1.189445e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -11895598.000000 Penalty: 5622.974121
	Iteration 2Q: 3 clusters Score -1.18956e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -11897220.000000 Penalty: 5622.974121
	Iteration 3Q: 3 clusters Score -1.189722e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -11899272.000000 Penalty: 5622.974121
	Iteration 4Q: 3 clusters Score -1.189927e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -11901843.000000 Penalty: 5622.974121
	Iteration 5F: 3 clusters Score -1.190184e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -11905202.000000 Penalty: 5622.974121
	Iteration 6F: 3 clusters Score -1.19052e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -11908706.000000 Penalty: 5622.974121
	Iteration 7F: 3 clusters Score -1.190871e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -11911486.000000 Penalty: 5622.974121
	Iteration 8F: 3 clusters Score -1.191149e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -11913321.000000 Penalty: 5622.974121
	Iteration 9Q: 3 clusters Score -1.191332e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -11914159.000000 Penalty: 5622.974121
	Iteration 10Q: 3 clusters Score -1.191416e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -11914583.000000 Penalty: 5622.974121
	Iteration 11Q: 3 clusters Score -1.191458e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -11914909.000000 Penalty: 5622.974121
	Iteration 12Q: 3 clusters Score -1.191491e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -11915139.000000 Penalty: 5622.974121
	Iteration 13Q: 3 clusters Score -1.191514e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -11915387.000000 Penalty: 5622.974121
	Iteration 14Q: 3 clusters Score -1.191539e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -11915669.000000 Penalty: 5622.974121
	Iteration 15Q: 3 clusters Score -1.191567e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -11915881.000000 Penalty: 5622.974121
	Iteration 16Q: 3 clusters Score -1.191588e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -11916162.000000 Penalty: 5622.974121
	Iteration 17Q: 3 clusters Score -1.191616e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -11916372.000000 Penalty: 5622.974121
	Iteration 18Q: 3 clusters Score -1.191637e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -11916620.000000 Penalty: 5622.974121
	Iteration 19Q: 3 clusters Score -1.191662e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -11916941.000000 Penalty: 5622.974121
	Iteration 20F: 3 clusters Score -1.191694e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -11917348.000000 Penalty: 5622.974121
	Iteration 21Q: 3 clusters Score -1.191735e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -11917679.000000 Penalty: 5622.974121
	Iteration 22Q: 3 clusters Score -1.191768e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -11918086.000000 Penalty: 5622.974121
	Iteration 23Q: 3 clusters Score -1.191809e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 67790 members 
Entering Unmasked Estep 
Score: -11918472.000000 Penalty: 5622.974121
	Iteration 24Q: 3 clusters Score -1.191847e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -11918949.000000 Penalty: 5622.974121
	Iteration 25Q: 3 clusters Score -1.191895e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 70552 members 
Entering Unmasked Estep 
Score: -11919421.000000 Penalty: 5622.974121
	Iteration 26Q: 3 clusters Score -1.191942e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 71995 members 
Entering Unmasked Estep 
Score: -11919983.000000 Penalty: 5622.974121
	Iteration 27Q: 3 clusters Score -1.191998e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -11920593.000000 Penalty: 5622.974121
	Iteration 28Q: 3 clusters Score -1.192059e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -11921099.000000 Penalty: 5622.974121
	Iteration 29Q: 3 clusters Score -1.19211e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -11921730.000000 Penalty: 5622.974121
	Iteration 30Q: 3 clusters Score -1.192173e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -11922368.000000 Penalty: 5622.974121
	Iteration 31Q: 3 clusters Score -1.192237e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -11922850.000000 Penalty: 5622.974121
	Iteration 32Q: 3 clusters Score -1.192285e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -11923330.000000 Penalty: 5622.974121
	Iteration 33Q: 3 clusters Score -1.192333e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -11923743.000000 Penalty: 5622.974121
	Iteration 34Q: 3 clusters Score -1.192374e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -11924182.000000 Penalty: 5622.974121
	Iteration 35Q: 3 clusters Score -1.192418e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -11924516.000000 Penalty: 5622.974121
	Iteration 36Q: 3 clusters Score -1.192452e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 81605 members 
Entering Unmasked Estep 
Score: -11924725.000000 Penalty: 5622.974121
	Iteration 37Q: 3 clusters Score -1.192472e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -11924904.000000 Penalty: 5622.974121
	Iteration 38Q: 3 clusters Score -1.19249e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -11925079.000000 Penalty: 5622.974121
	Iteration 39Q: 3 clusters Score -1.192508e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 82294 members 
Entering Unmasked Estep 
Score: -11925206.000000 Penalty: 5622.974121
	Iteration 40F: 3 clusters Score -1.192521e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -11925271.000000 Penalty: 5622.974121
	Iteration 41Q: 3 clusters Score -1.192527e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -11925334.000000 Penalty: 5622.974121
	Iteration 42Q: 3 clusters Score -1.192533e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -11925356.000000 Penalty: 5622.974121
	Iteration 43Q: 3 clusters Score -1.192536e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
Score: -11925383.000000 Penalty: 5622.974121
	Iteration 44Q: 3 clusters Score -1.192538e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -11925397.000000 Penalty: 5622.974121
	Iteration 45Q: 3 clusters Score -1.19254e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -11925382.000000 Penalty: 5622.974121
	Iteration 46Q: 3 clusters Score -1.192538e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 82683 members 
Entering Unmasked Estep 
Score: -11925398.000000 Penalty: 5622.974121
	Iteration 47Q: 3 clusters Score -1.19254e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 82716 members 
Entering Unmasked Estep 
Score: -11925428.000000 Penalty: 5622.974121
	Iteration 48Q: 3 clusters Score -1.192543e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -11925445.000000 Penalty: 5622.974121
	Iteration 49Q: 3 clusters Score -1.192544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -11925454.000000 Penalty: 5622.974121
	Iteration 50Q: 3 clusters Score -1.192545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -11925458.000000 Penalty: 5622.974121
	Iteration 51Q: 3 clusters Score -1.192546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 82800 members 
Entering Unmasked Estep 
Score: -11925476.000000 Penalty: 5622.974121
	Iteration 52Q: 3 clusters Score -1.192548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -11925480.000000 Penalty: 5622.974121
	Iteration 53Q: 3 clusters Score -1.192548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -11925482.000000 Penalty: 5622.974121
	Iteration 54Q: 3 clusters Score -1.192548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -11925475.000000 Penalty: 5622.974121
	Iteration 55Q: 3 clusters Score -1.192548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -11925470.000000 Penalty: 5622.974121
	Iteration 56Q: 3 clusters Score -1.192547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -11925477.000000 Penalty: 5622.974121
	Iteration 57Q: 3 clusters Score -1.192548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -11925476.000000 Penalty: 5622.974121
	Iteration 58Q: 3 clusters Score -1.192548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 82857 members 
Entering Unmasked Estep 
Score: -11925482.000000 Penalty: 5622.974121
	Iteration 59Q: 3 clusters Score -1.192548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -11925488.000000 Penalty: 5622.974121
	Iteration 60F: 3 clusters Score -1.192549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -11925490.000000 Penalty: 5622.974121
	Iteration 61Q: 3 clusters Score -1.192549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -11925483.000000 Penalty: 5622.974121
	Iteration 62Q: 3 clusters Score -1.192548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 82863 members 
Entering Unmasked Estep 
Score: -11925477.000000 Penalty: 5622.974121
	Iteration 63Q: 3 clusters Score -1.192548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -11925473.000000 Penalty: 5622.974121
	Iteration 64Q: 3 clusters Score -1.192547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -11925473.000000 Penalty: 5622.974121
	Iteration 65F: 3 clusters Score -1.192547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162211 members 
Entering Unmasked Estep 
Score: -22770826.000000 Penalty: 2975.170166
	Iteration 0F: 2 clusters Score -2.277083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -22665016.000000 Penalty: 5950.340332
	Iteration 0F: 3 clusters Score -2.266502e+07 nChanged 77858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
Score: -22710796.000000 Penalty: 5950.340332
	Iteration 1F: 3 clusters Score -2.27108e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -22712332.000000 Penalty: 5950.340332
	Iteration 2Q: 3 clusters Score -2.271233e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86233 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -22714864.000000 Penalty: 5950.340332
	Iteration 3Q: 3 clusters Score -2.271486e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90214 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -22719380.000000 Penalty: 5950.340332
	Iteration 4F: 3 clusters Score -2.271938e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -22726624.000000 Penalty: 5950.340332
	Iteration 5F: 3 clusters Score -2.272662e+07 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -22736878.000000 Penalty: 5950.340332
	Iteration 6F: 3 clusters Score -2.273688e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110733 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -22748690.000000 Penalty: 5950.340332
	Iteration 7F: 3 clusters Score -2.274869e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -22756162.000000 Penalty: 5950.340332
	Iteration 8F: 3 clusters Score -2.275616e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119059 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -22759152.000000 Penalty: 5950.340332
	Iteration 9Q: 3 clusters Score -2.275915e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121875 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -22760774.000000 Penalty: 5950.340332
	Iteration 10Q: 3 clusters Score -2.276077e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124378 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -22762050.000000 Penalty: 5950.340332
	Iteration 11Q: 3 clusters Score -2.276205e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126631 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -22763060.000000 Penalty: 5950.340332
	Iteration 12Q: 3 clusters Score -2.276306e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128661 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -22763852.000000 Penalty: 5950.340332
	Iteration 13Q: 3 clusters Score -2.276385e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130579 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -22764592.000000 Penalty: 5950.340332
	Iteration 14Q: 3 clusters Score -2.276459e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132478 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -22765312.000000 Penalty: 5950.340332
	Iteration 15Q: 3 clusters Score -2.276531e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134237 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -22765972.000000 Penalty: 5950.340332
	Iteration 16Q: 3 clusters Score -2.276597e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135847 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -22766546.000000 Penalty: 5950.340332
	Iteration 17Q: 3 clusters Score -2.276655e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137320 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -22767004.000000 Penalty: 5950.340332
	Iteration 18Q: 3 clusters Score -2.2767e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138744 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -22767492.000000 Penalty: 5950.340332
	Iteration 19Q: 3 clusters Score -2.276749e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140161 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -22767874.000000 Penalty: 5950.340332
	Iteration 20F: 3 clusters Score -2.276787e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141463 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -22768348.000000 Penalty: 5950.340332
	Iteration 21Q: 3 clusters Score -2.276835e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142718 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -22768848.000000 Penalty: 5950.340332
	Iteration 22Q: 3 clusters Score -2.276885e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143896 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -22769248.000000 Penalty: 5950.340332
	Iteration 23Q: 3 clusters Score -2.276925e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144994 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -22769562.000000 Penalty: 5950.340332
	Iteration 24Q: 3 clusters Score -2.276956e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145971 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -22769894.000000 Penalty: 5950.340332
	Iteration 25Q: 3 clusters Score -2.276989e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146895 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -22770156.000000 Penalty: 5950.340332
	Iteration 26Q: 3 clusters Score -2.277016e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147758 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -22770430.000000 Penalty: 5950.340332
	Iteration 27Q: 3 clusters Score -2.277043e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148546 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -22770604.000000 Penalty: 5950.340332
	Iteration 28Q: 3 clusters Score -2.27706e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149227 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -22770700.000000 Penalty: 5950.340332
	Iteration 29Q: 3 clusters Score -2.27707e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149831 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -22770754.000000 Penalty: 5950.340332
	Iteration 30Q: 3 clusters Score -2.277075e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150336 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -22770802.000000 Penalty: 5950.340332
	Iteration 31Q: 3 clusters Score -2.27708e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150784 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -22770898.000000 Penalty: 5950.340332
	Iteration 32Q: 3 clusters Score -2.27709e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151226 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -22770878.000000 Penalty: 5950.340332
	Iteration 33Q: 3 clusters Score -2.277088e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -22770884.000000 Penalty: 5950.340332
	Iteration 34Q: 3 clusters Score -2.277088e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152022 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -22770916.000000 Penalty: 5950.340332
	Iteration 35Q: 3 clusters Score -2.277092e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152361 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -22770952.000000 Penalty: 5950.340332
	Iteration 36Q: 3 clusters Score -2.277095e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -22770972.000000 Penalty: 5950.340332
	Iteration 37Q: 3 clusters Score -2.277097e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -22770940.000000 Penalty: 5950.340332
	Iteration 38Q: 3 clusters Score -2.277094e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153216 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -22770940.000000 Penalty: 5950.340332
	Iteration 39Q: 3 clusters Score -2.277094e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -22770930.000000 Penalty: 5950.340332
	Iteration 40F: 3 clusters Score -2.277093e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153647 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -22770886.000000 Penalty: 5950.340332
	Iteration 41Q: 3 clusters Score -2.277089e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153829 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -22770836.000000 Penalty: 5950.340332
	Iteration 42Q: 3 clusters Score -2.277084e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154004 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -22770806.000000 Penalty: 5950.340332
	Iteration 43Q: 3 clusters Score -2.277081e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -22770836.000000 Penalty: 5950.340332
	Iteration 44Q: 3 clusters Score -2.277084e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154312 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -22770804.000000 Penalty: 5950.340332
	Iteration 45Q: 3 clusters Score -2.27708e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154458 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -22770782.000000 Penalty: 5950.340332
	Iteration 46Q: 3 clusters Score -2.277078e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154579 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -22770782.000000 Penalty: 5950.340332
	Iteration 47Q: 3 clusters Score -2.277078e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154689 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -22770766.000000 Penalty: 5950.340332
	Iteration 48Q: 3 clusters Score -2.277077e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154793 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -22770726.000000 Penalty: 5950.340332
	Iteration 49Q: 3 clusters Score -2.277073e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154874 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -22770712.000000 Penalty: 5950.340332
	Iteration 50Q: 3 clusters Score -2.277071e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -22770664.000000 Penalty: 5950.340332
	Iteration 51Q: 3 clusters Score -2.277066e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -22770636.000000 Penalty: 5950.340332
	Iteration 52Q: 3 clusters Score -2.277064e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155051 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -22770598.000000 Penalty: 5950.340332
	Iteration 53Q: 3 clusters Score -2.27706e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155100 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -22770612.000000 Penalty: 5950.340332
	Iteration 54Q: 3 clusters Score -2.277061e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155144 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -22770574.000000 Penalty: 5950.340332
	Iteration 55Q: 3 clusters Score -2.277057e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155192 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -22770578.000000 Penalty: 5950.340332
	Iteration 56Q: 3 clusters Score -2.277058e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155242 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -22770584.000000 Penalty: 5950.340332
	Iteration 57Q: 3 clusters Score -2.277058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155285 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -22770528.000000 Penalty: 5950.340332
	Iteration 58Q: 3 clusters Score -2.277053e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155322 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -22770554.000000 Penalty: 5950.340332
	Iteration 59Q: 3 clusters Score -2.277055e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155350 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -22770588.000000 Penalty: 5950.340332
	Iteration 60F: 3 clusters Score -2.277059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155378 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -22770602.000000 Penalty: 5950.340332
	Iteration 61Q: 3 clusters Score -2.27706e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155411 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -22770566.000000 Penalty: 5950.340332
	Iteration 62Q: 3 clusters Score -2.277057e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155440 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -22770554.000000 Penalty: 5950.340332
	Iteration 63Q: 3 clusters Score -2.277055e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -22770540.000000 Penalty: 5950.340332
	Iteration 64Q: 3 clusters Score -2.277054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155493 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -22770558.000000 Penalty: 5950.340332
	Iteration 65Q: 3 clusters Score -2.277056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155513 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -22770556.000000 Penalty: 5950.340332
	Iteration 66Q: 3 clusters Score -2.277056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155534 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -22770578.000000 Penalty: 5950.340332
	Iteration 67Q: 3 clusters Score -2.277058e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155559 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -22770576.000000 Penalty: 5950.340332
	Iteration 68Q: 3 clusters Score -2.277058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -22770590.000000 Penalty: 5950.340332
	Iteration 69Q: 3 clusters Score -2.277059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155591 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -22770594.000000 Penalty: 5950.340332
	Iteration 70Q: 3 clusters Score -2.277059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155604 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -22770616.000000 Penalty: 5950.340332
	Iteration 71Q: 3 clusters Score -2.277062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155615 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -22770610.000000 Penalty: 5950.340332
	Iteration 72Q: 3 clusters Score -2.277061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155625 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -22770590.000000 Penalty: 5950.340332
	Iteration 73Q: 3 clusters Score -2.277059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155631 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -22770592.000000 Penalty: 5950.340332
	Iteration 74Q: 3 clusters Score -2.277059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155633 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -22770594.000000 Penalty: 5950.340332
	Iteration 75Q: 3 clusters Score -2.277059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155633 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -22770594.000000 Penalty: 5950.340332
	Iteration 76F: 3 clusters Score -2.277059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Entering Unmasked Estep 
Score: -8650815.000000 Penalty: 2730.931152
	Iteration 0F: 2 clusters Score -8650815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -8610009.000000 Penalty: 5461.862305
	Iteration 0F: 3 clusters Score -8610009 nChanged 28199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -8625776.000000 Penalty: 5461.862305
	Iteration 1F: 3 clusters Score -8625776 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -8626380.000000 Penalty: 5461.862305
	Iteration 2Q: 3 clusters Score -8626380 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -8626950.000000 Penalty: 5461.862305
	Iteration 3Q: 3 clusters Score -8626950 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -8627584.000000 Penalty: 5461.862305
	Iteration 4Q: 3 clusters Score -8627584 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -8628406.000000 Penalty: 5461.862305
	Iteration 5Q: 3 clusters Score -8628406 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -8629313.000000 Penalty: 5461.862305
	Iteration 6Q: 3 clusters Score -8629313 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -8630502.000000 Penalty: 5461.862305
	Iteration 7Q: 3 clusters Score -8630502 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -8632389.000000 Penalty: 5461.862305
	Iteration 8F: 3 clusters Score -8632389 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -8635119.000000 Penalty: 5461.862305
	Iteration 9F: 3 clusters Score -8635119 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -8638473.000000 Penalty: 5461.862305
	Iteration 10F: 3 clusters Score -8638473 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -8641262.000000 Penalty: 5461.862305
	Iteration 11F: 3 clusters Score -8641262 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -8642616.000000 Penalty: 5461.862305
	Iteration 12Q: 3 clusters Score -8642616 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -8643241.000000 Penalty: 5461.862305
	Iteration 13Q: 3 clusters Score -8643241 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -8643560.000000 Penalty: 5461.862305
	Iteration 14Q: 3 clusters Score -8643560 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -8643959.000000 Penalty: 5461.862305
	Iteration 15Q: 3 clusters Score -8643959 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -8644276.000000 Penalty: 5461.862305
	Iteration 16Q: 3 clusters Score -8644276 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -8644608.000000 Penalty: 5461.862305
	Iteration 17Q: 3 clusters Score -8644608 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -8644955.000000 Penalty: 5461.862305
	Iteration 18Q: 3 clusters Score -8644955 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -8645281.000000 Penalty: 5461.862305
	Iteration 19Q: 3 clusters Score -8645281 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -8645532.000000 Penalty: 5461.862305
	Iteration 20F: 3 clusters Score -8645532 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -8645792.000000 Penalty: 5461.862305
	Iteration 21Q: 3 clusters Score -8645792 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -8646043.000000 Penalty: 5461.862305
	Iteration 22Q: 3 clusters Score -8646043 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -8646282.000000 Penalty: 5461.862305
	Iteration 23Q: 3 clusters Score -8646282 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -8646541.000000 Penalty: 5461.862305
	Iteration 24Q: 3 clusters Score -8646541 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -8646744.000000 Penalty: 5461.862305
	Iteration 25Q: 3 clusters Score -8646744 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -8646964.000000 Penalty: 5461.862305
	Iteration 26Q: 3 clusters Score -8646964 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -8647145.000000 Penalty: 5461.862305
	Iteration 27Q: 3 clusters Score -8647145 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -8647291.000000 Penalty: 5461.862305
	Iteration 28Q: 3 clusters Score -8647291 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -8647454.000000 Penalty: 5461.862305
	Iteration 29Q: 3 clusters Score -8647454 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8647640.000000 Penalty: 5461.862305
	Iteration 30Q: 3 clusters Score -8647640 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -8647777.000000 Penalty: 5461.862305
	Iteration 31Q: 3 clusters Score -8647777 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8647918.000000 Penalty: 5461.862305
	Iteration 32Q: 3 clusters Score -8647918 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8647993.000000 Penalty: 5461.862305
	Iteration 33Q: 3 clusters Score -8647993 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8648077.000000 Penalty: 5461.862305
	Iteration 34Q: 3 clusters Score -8648077 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8648136.000000 Penalty: 5461.862305
	Iteration 35Q: 3 clusters Score -8648136 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8648205.000000 Penalty: 5461.862305
	Iteration 36Q: 3 clusters Score -8648205 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8648265.000000 Penalty: 5461.862305
	Iteration 37Q: 3 clusters Score -8648265 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8648296.000000 Penalty: 5461.862305
	Iteration 38Q: 3 clusters Score -8648296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8648347.000000 Penalty: 5461.862305
	Iteration 39Q: 3 clusters Score -8648347 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8648398.000000 Penalty: 5461.862305
	Iteration 40F: 3 clusters Score -8648398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8648432.000000 Penalty: 5461.862305
	Iteration 41Q: 3 clusters Score -8648432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8648446.000000 Penalty: 5461.862305
	Iteration 42Q: 3 clusters Score -8648446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8648462.000000 Penalty: 5461.862305
	Iteration 43Q: 3 clusters Score -8648462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8648483.000000 Penalty: 5461.862305
	Iteration 44Q: 3 clusters Score -8648483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8648486.000000 Penalty: 5461.862305
	Iteration 45Q: 3 clusters Score -8648486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8648496.000000 Penalty: 5461.862305
	Iteration 46Q: 3 clusters Score -8648496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8648511.000000 Penalty: 5461.862305
	Iteration 47Q: 3 clusters Score -8648511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8648508.000000 Penalty: 5461.862305
	Iteration 48Q: 3 clusters Score -8648508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8648516.000000 Penalty: 5461.862305
	Iteration 49Q: 3 clusters Score -8648516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8648509.000000 Penalty: 5461.862305
	Iteration 50Q: 3 clusters Score -8648509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8648527.000000 Penalty: 5461.862305
	Iteration 51Q: 3 clusters Score -8648527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8648535.000000 Penalty: 5461.862305
	Iteration 52Q: 3 clusters Score -8648535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8648532.000000 Penalty: 5461.862305
	Iteration 53Q: 3 clusters Score -8648532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8648534.000000 Penalty: 5461.862305
	Iteration 54Q: 3 clusters Score -8648534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8648541.000000 Penalty: 5461.862305
	Iteration 55Q: 3 clusters Score -8648541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8648541.000000 Penalty: 5461.862305
	Iteration 56Q: 3 clusters Score -8648541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8648543.000000 Penalty: 5461.862305
	Iteration 57Q: 3 clusters Score -8648543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8648541.000000 Penalty: 5461.862305
	Iteration 58Q: 3 clusters Score -8648541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8648547.000000 Penalty: 5461.862305
	Iteration 59Q: 3 clusters Score -8648547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8648561.000000 Penalty: 5461.862305
	Iteration 60F: 3 clusters Score -8648561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8648567.000000 Penalty: 5461.862305
	Iteration 61Q: 3 clusters Score -8648567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8648577.000000 Penalty: 5461.862305
	Iteration 62Q: 3 clusters Score -8648577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8648579.000000 Penalty: 5461.862305
	Iteration 63Q: 3 clusters Score -8648579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8648581.000000 Penalty: 5461.862305
	Iteration 64Q: 3 clusters Score -8648581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8648580.000000 Penalty: 5461.862305
	Iteration 65Q: 3 clusters Score -8648580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8648579.000000 Penalty: 5461.862305
	Iteration 66Q: 3 clusters Score -8648579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8648580.000000 Penalty: 5461.862305
	Iteration 67Q: 3 clusters Score -8648580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8648580.000000 Penalty: 5461.862305
	Iteration 68F: 3 clusters Score -8648580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Entering Unmasked Estep 
Score: -1698623.125000 Penalty: 2331.110107
	Iteration 0F: 2 clusters Score -1698623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1689694.750000 Penalty: 4662.220215
	Iteration 0F: 3 clusters Score -1689695 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1692326.125000 Penalty: 4662.220215
	Iteration 1F: 3 clusters Score -1692326 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1692605.000000 Penalty: 4662.220215
	Iteration 2F: 3 clusters Score -1692605 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1692813.750000 Penalty: 4662.220215
	Iteration 3Q: 3 clusters Score -1692814 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1692972.375000 Penalty: 4662.220215
	Iteration 4Q: 3 clusters Score -1692972 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1693111.000000 Penalty: 4662.220215
	Iteration 5Q: 3 clusters Score -1693111 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1693223.875000 Penalty: 4662.220215
	Iteration 6Q: 3 clusters Score -1693224 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1693350.000000 Penalty: 4662.220215
	Iteration 7Q: 3 clusters Score -1693350 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1693481.875000 Penalty: 4662.220215
	Iteration 8Q: 3 clusters Score -1693482 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1693615.375000 Penalty: 4662.220215
	Iteration 9Q: 3 clusters Score -1693615 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1693764.500000 Penalty: 4662.220215
	Iteration 10Q: 3 clusters Score -1693764 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1693935.125000 Penalty: 4662.220215
	Iteration 11Q: 3 clusters Score -1693935 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1694084.750000 Penalty: 4662.220215
	Iteration 12Q: 3 clusters Score -1694085 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1694240.375000 Penalty: 4662.220215
	Iteration 13Q: 3 clusters Score -1694240 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1694404.000000 Penalty: 4662.220215
	Iteration 14Q: 3 clusters Score -1694404 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1694599.875000 Penalty: 4662.220215
	Iteration 15Q: 3 clusters Score -1694600 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1694784.375000 Penalty: 4662.220215
	Iteration 16Q: 3 clusters Score -1694784 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1694987.125000 Penalty: 4662.220215
	Iteration 17Q: 3 clusters Score -1694987 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1695216.500000 Penalty: 4662.220215
	Iteration 18Q: 3 clusters Score -1695216 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1695450.625000 Penalty: 4662.220215
	Iteration 19Q: 3 clusters Score -1695451 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1695684.750000 Penalty: 4662.220215
	Iteration 20F: 3 clusters Score -1695685 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1695886.250000 Penalty: 4662.220215
	Iteration 21Q: 3 clusters Score -1695886 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1696058.000000 Penalty: 4662.220215
	Iteration 22Q: 3 clusters Score -1696058 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1696196.875000 Penalty: 4662.220215
	Iteration 23Q: 3 clusters Score -1696197 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1696308.500000 Penalty: 4662.220215
	Iteration 24Q: 3 clusters Score -1696308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1696404.500000 Penalty: 4662.220215
	Iteration 25Q: 3 clusters Score -1696404 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1696473.875000 Penalty: 4662.220215
	Iteration 26Q: 3 clusters Score -1696474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1696525.625000 Penalty: 4662.220215
	Iteration 27Q: 3 clusters Score -1696526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1696565.875000 Penalty: 4662.220215
	Iteration 28Q: 3 clusters Score -1696566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1696596.500000 Penalty: 4662.220215
	Iteration 29Q: 3 clusters Score -1696596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1696620.750000 Penalty: 4662.220215
	Iteration 30Q: 3 clusters Score -1696621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1696636.000000 Penalty: 4662.220215
	Iteration 31Q: 3 clusters Score -1696636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1696656.000000 Penalty: 4662.220215
	Iteration 32Q: 3 clusters Score -1696656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1696660.750000 Penalty: 4662.220215
	Iteration 33Q: 3 clusters Score -1696661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1696664.125000 Penalty: 4662.220215
	Iteration 34Q: 3 clusters Score -1696664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1696667.000000 Penalty: 4662.220215
	Iteration 35Q: 3 clusters Score -1696667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1696671.125000 Penalty: 4662.220215
	Iteration 36Q: 3 clusters Score -1696671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1696674.125000 Penalty: 4662.220215
	Iteration 37Q: 3 clusters Score -1696674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1696674.125000 Penalty: 4662.220215
	Iteration 38F: 3 clusters Score -1696674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Entering Unmasked Estep 
Score: -5145817.500000 Penalty: 2601.608643
	Iteration 0F: 2 clusters Score -5145818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -5121356.500000 Penalty: 5203.217285
	Iteration 0F: 3 clusters Score -5121356 nChanged 16324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -5130323.000000 Penalty: 5203.217285
	Iteration 1F: 3 clusters Score -5130323 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -5130761.500000 Penalty: 5203.217285
	Iteration 2Q: 3 clusters Score -5130762 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -5131116.000000 Penalty: 5203.217285
	Iteration 3Q: 3 clusters Score -5131116 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -5131558.000000 Penalty: 5203.217285
	Iteration 4Q: 3 clusters Score -5131558 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -5131923.500000 Penalty: 5203.217285
	Iteration 5Q: 3 clusters Score -5131924 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -5132336.500000 Penalty: 5203.217285
	Iteration 6Q: 3 clusters Score -5132336 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -5132914.000000 Penalty: 5203.217285
	Iteration 7Q: 3 clusters Score -5132914 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -5133681.500000 Penalty: 5203.217285
	Iteration 8Q: 3 clusters Score -5133682 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -5134644.500000 Penalty: 5203.217285
	Iteration 9Q: 3 clusters Score -5134644 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -5135795.000000 Penalty: 5203.217285
	Iteration 10Q: 3 clusters Score -5135795 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -5137088.500000 Penalty: 5203.217285
	Iteration 11F: 3 clusters Score -5137088 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -5138250.000000 Penalty: 5203.217285
	Iteration 12Q: 3 clusters Score -5138250 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -5139142.500000 Penalty: 5203.217285
	Iteration 13Q: 3 clusters Score -5139142 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -5139781.500000 Penalty: 5203.217285
	Iteration 14Q: 3 clusters Score -5139782 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -5140172.500000 Penalty: 5203.217285
	Iteration 15Q: 3 clusters Score -5140172 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5140432.500000 Penalty: 5203.217285
	Iteration 16Q: 3 clusters Score -5140432 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -5140642.000000 Penalty: 5203.217285
	Iteration 17Q: 3 clusters Score -5140642 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -5140804.000000 Penalty: 5203.217285
	Iteration 18Q: 3 clusters Score -5140804 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -5140992.500000 Penalty: 5203.217285
	Iteration 19Q: 3 clusters Score -5140992 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -5141158.500000 Penalty: 5203.217285
	Iteration 20F: 3 clusters Score -5141158 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -5141319.000000 Penalty: 5203.217285
	Iteration 21Q: 3 clusters Score -5141319 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -5141546.000000 Penalty: 5203.217285
	Iteration 22Q: 3 clusters Score -5141546 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -5141731.500000 Penalty: 5203.217285
	Iteration 23Q: 3 clusters Score -5141732 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -5141938.500000 Penalty: 5203.217285
	Iteration 24Q: 3 clusters Score -5141938 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -5142130.500000 Penalty: 5203.217285
	Iteration 25Q: 3 clusters Score -5142130 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -5142315.000000 Penalty: 5203.217285
	Iteration 26Q: 3 clusters Score -5142315 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -5142517.500000 Penalty: 5203.217285
	Iteration 27Q: 3 clusters Score -5142518 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -5142685.000000 Penalty: 5203.217285
	Iteration 28Q: 3 clusters Score -5142685 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -5142838.000000 Penalty: 5203.217285
	Iteration 29Q: 3 clusters Score -5142838 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -5142982.000000 Penalty: 5203.217285
	Iteration 30Q: 3 clusters Score -5142982 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -5143091.000000 Penalty: 5203.217285
	Iteration 31Q: 3 clusters Score -5143091 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5143143.000000 Penalty: 5203.217285
	Iteration 32Q: 3 clusters Score -5143143 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -5143219.000000 Penalty: 5203.217285
	Iteration 33Q: 3 clusters Score -5143219 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -5143271.500000 Penalty: 5203.217285
	Iteration 34Q: 3 clusters Score -5143272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -5143307.500000 Penalty: 5203.217285
	Iteration 35Q: 3 clusters Score -5143308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -5143324.000000 Penalty: 5203.217285
	Iteration 36Q: 3 clusters Score -5143324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -5143347.000000 Penalty: 5203.217285
	Iteration 37Q: 3 clusters Score -5143347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5143357.500000 Penalty: 5203.217285
	Iteration 38Q: 3 clusters Score -5143358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -5143376.000000 Penalty: 5203.217285
	Iteration 39Q: 3 clusters Score -5143376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -5143384.000000 Penalty: 5203.217285
	Iteration 40F: 3 clusters Score -5143384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -5143397.500000 Penalty: 5203.217285
	Iteration 41Q: 3 clusters Score -5143398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -5143405.500000 Penalty: 5203.217285
	Iteration 42Q: 3 clusters Score -5143406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -5143422.500000 Penalty: 5203.217285
	Iteration 43Q: 3 clusters Score -5143422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -5143439.500000 Penalty: 5203.217285
	Iteration 44Q: 3 clusters Score -5143440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -5143446.000000 Penalty: 5203.217285
	Iteration 45Q: 3 clusters Score -5143446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -5143472.000000 Penalty: 5203.217285
	Iteration 46Q: 3 clusters Score -5143472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -5143476.000000 Penalty: 5203.217285
	Iteration 47Q: 3 clusters Score -5143476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -5143488.500000 Penalty: 5203.217285
	Iteration 48Q: 3 clusters Score -5143488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -5143503.500000 Penalty: 5203.217285
	Iteration 49Q: 3 clusters Score -5143504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -5143525.500000 Penalty: 5203.217285
	Iteration 50Q: 3 clusters Score -5143526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -5143536.000000 Penalty: 5203.217285
	Iteration 51Q: 3 clusters Score -5143536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -5143543.500000 Penalty: 5203.217285
	Iteration 52Q: 3 clusters Score -5143544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -5143554.500000 Penalty: 5203.217285
	Iteration 53Q: 3 clusters Score -5143554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -5143568.000000 Penalty: 5203.217285
	Iteration 54Q: 3 clusters Score -5143568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -5143573.500000 Penalty: 5203.217285
	Iteration 55Q: 3 clusters Score -5143574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -5143576.000000 Penalty: 5203.217285
	Iteration 56Q: 3 clusters Score -5143576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -5143576.000000 Penalty: 5203.217285
	Iteration 57Q: 3 clusters Score -5143576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -5143583.000000 Penalty: 5203.217285
	Iteration 58Q: 3 clusters Score -5143583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -5143585.500000 Penalty: 5203.217285
	Iteration 59Q: 3 clusters Score -5143586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -5143586.000000 Penalty: 5203.217285
	Iteration 60F: 3 clusters Score -5143586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -5143588.000000 Penalty: 5203.217285
	Iteration 61Q: 3 clusters Score -5143588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -5143591.500000 Penalty: 5203.217285
	Iteration 62Q: 3 clusters Score -5143592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -5143599.000000 Penalty: 5203.217285
	Iteration 63Q: 3 clusters Score -5143599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -5143600.000000 Penalty: 5203.217285
	Iteration 64Q: 3 clusters Score -5143600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -5143600.000000 Penalty: 5203.217285
	Iteration 65F: 3 clusters Score -5143600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -206242.031250 Penalty: 1810.851929
	Iteration 0F: 2 clusters Score -206242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -203957.828125 Penalty: 3621.703857
	Iteration 0F: 3 clusters Score -203957.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -204322.234375 Penalty: 3621.703857
	Iteration 1F: 3 clusters Score -204322.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -204428.375000 Penalty: 3621.703857
	Iteration 2F: 3 clusters Score -204428.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -204476.546875 Penalty: 3621.703857
	Iteration 3Q: 3 clusters Score -204476.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -204524.359375 Penalty: 3621.703857
	Iteration 4Q: 3 clusters Score -204524.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -204601.093750 Penalty: 3621.703857
	Iteration 5Q: 3 clusters Score -204601.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -204739.578125 Penalty: 3621.703857
	Iteration 6Q: 3 clusters Score -204739.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -204868.625000 Penalty: 3621.703857
	Iteration 7Q: 3 clusters Score -204868.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -205076.843750 Penalty: 3621.703857
	Iteration 8Q: 3 clusters Score -205076.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205219.015625 Penalty: 3621.703857
	Iteration 9F: 3 clusters Score -205219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -205322.859375 Penalty: 3621.703857
	Iteration 10Q: 3 clusters Score -205322.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -205402.921875 Penalty: 3621.703857
	Iteration 11Q: 3 clusters Score -205402.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -205473.890625 Penalty: 3621.703857
	Iteration 12Q: 3 clusters Score -205473.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -205517.718750 Penalty: 3621.703857
	Iteration 13Q: 3 clusters Score -205517.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -205542.250000 Penalty: 3621.703857
	Iteration 14Q: 3 clusters Score -205542.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -205553.453125 Penalty: 3621.703857
	Iteration 15Q: 3 clusters Score -205553.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -205561.562500 Penalty: 3621.703857
	Iteration 16Q: 3 clusters Score -205561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -205566.171875 Penalty: 3621.703857
	Iteration 17Q: 3 clusters Score -205566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -205573.640625 Penalty: 3621.703857
	Iteration 18Q: 3 clusters Score -205573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -205578.234375 Penalty: 3621.703857
	Iteration 19Q: 3 clusters Score -205578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -205580.546875 Penalty: 3621.703857
	Iteration 20F: 3 clusters Score -205580.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -205583.531250 Penalty: 3621.703857
	Iteration 21Q: 3 clusters Score -205583.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -205583.531250 Penalty: 3621.703857
	Iteration 22F: 3 clusters Score -205583.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -21802.949219 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -21802.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20781.830078 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -20781.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20849.144531 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -20849.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20921.425781 Penalty: 2625.479248
	Iteration 2F: 3 clusters Score -20921.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21017.685547 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -21017.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21044.052734 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -21044.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21080.572266 Penalty: 2625.479248
	Iteration 5Q: 3 clusters Score -21080.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21095.242188 Penalty: 2625.479248
	Iteration 6Q: 3 clusters Score -21095.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21103.732422 Penalty: 2625.479248
	Iteration 7Q: 3 clusters Score -21103.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21106.734375 Penalty: 2625.479248
	Iteration 8Q: 3 clusters Score -21106.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21106.734375 Penalty: 2625.479248
	Iteration 9F: 3 clusters Score -21106.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (110000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110000 members 
Entering Unmasked Estep 
Score: -15622695.000000 Penalty: 2878.842285
	Iteration 0F: 2 clusters Score -1.56227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -15549745.000000 Penalty: 5757.684570
	Iteration 0F: 3 clusters Score -1.554974e+07 nChanged 52433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -15579720.000000 Penalty: 5757.684570
	Iteration 1F: 3 clusters Score -1.557972e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -15581020.000000 Penalty: 5757.684570
	Iteration 2Q: 3 clusters Score -1.558102e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -15583017.000000 Penalty: 5757.684570
	Iteration 3Q: 3 clusters Score -1.558302e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -15586176.000000 Penalty: 5757.684570
	Iteration 4F: 3 clusters Score -1.558618e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -15591299.000000 Penalty: 5757.684570
	Iteration 5F: 3 clusters Score -1.55913e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -15598331.000000 Penalty: 5757.684570
	Iteration 6F: 3 clusters Score -1.559833e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -15606181.000000 Penalty: 5757.684570
	Iteration 7F: 3 clusters Score -1.560618e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -15612681.000000 Penalty: 5757.684570
	Iteration 8F: 3 clusters Score -1.561268e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101030 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -15616850.000000 Penalty: 5757.684570
	Iteration 9Q: 3 clusters Score -1.561685e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102426 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -15618817.000000 Penalty: 5757.684570
	Iteration 10Q: 3 clusters Score -1.561882e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -15619484.000000 Penalty: 5757.684570
	Iteration 11Q: 3 clusters Score -1.561948e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -15619765.000000 Penalty: 5757.684570
	Iteration 12Q: 3 clusters Score -1.561976e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103878 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -15619925.000000 Penalty: 5757.684570
	Iteration 13Q: 3 clusters Score -1.561992e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104144 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -15620012.000000 Penalty: 5757.684570
	Iteration 14Q: 3 clusters Score -1.562001e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104389 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -15620112.000000 Penalty: 5757.684570
	Iteration 15Q: 3 clusters Score -1.562011e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104594 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -15620138.000000 Penalty: 5757.684570
	Iteration 16Q: 3 clusters Score -1.562014e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104771 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -15620182.000000 Penalty: 5757.684570
	Iteration 17Q: 3 clusters Score -1.562018e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104934 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -15620222.000000 Penalty: 5757.684570
	Iteration 18Q: 3 clusters Score -1.562022e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105097 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -15620246.000000 Penalty: 5757.684570
	Iteration 19Q: 3 clusters Score -1.562025e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -15620282.000000 Penalty: 5757.684570
	Iteration 20F: 3 clusters Score -1.562028e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105387 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -15620316.000000 Penalty: 5757.684570
	Iteration 21Q: 3 clusters Score -1.562032e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -15620336.000000 Penalty: 5757.684570
	Iteration 22Q: 3 clusters Score -1.562034e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -15620386.000000 Penalty: 5757.684570
	Iteration 23Q: 3 clusters Score -1.562039e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105741 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -15620402.000000 Penalty: 5757.684570
	Iteration 24Q: 3 clusters Score -1.56204e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -15620420.000000 Penalty: 5757.684570
	Iteration 25Q: 3 clusters Score -1.562042e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105890 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -15620447.000000 Penalty: 5757.684570
	Iteration 26Q: 3 clusters Score -1.562045e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -15620454.000000 Penalty: 5757.684570
	Iteration 27Q: 3 clusters Score -1.562045e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -15620446.000000 Penalty: 5757.684570
	Iteration 28Q: 3 clusters Score -1.562045e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106124 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -15620481.000000 Penalty: 5757.684570
	Iteration 29Q: 3 clusters Score -1.562048e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106196 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -15620475.000000 Penalty: 5757.684570
	Iteration 30Q: 3 clusters Score -1.562048e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106246 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -15620464.000000 Penalty: 5757.684570
	Iteration 31Q: 3 clusters Score -1.562046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106287 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -15620499.000000 Penalty: 5757.684570
	Iteration 32Q: 3 clusters Score -1.56205e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106322 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -15620501.000000 Penalty: 5757.684570
	Iteration 33Q: 3 clusters Score -1.56205e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -15620498.000000 Penalty: 5757.684570
	Iteration 34Q: 3 clusters Score -1.56205e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -15620490.000000 Penalty: 5757.684570
	Iteration 35Q: 3 clusters Score -1.562049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106403 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -15620507.000000 Penalty: 5757.684570
	Iteration 36Q: 3 clusters Score -1.562051e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106427 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -15620484.000000 Penalty: 5757.684570
	Iteration 37Q: 3 clusters Score -1.562048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106443 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -15620473.000000 Penalty: 5757.684570
	Iteration 38Q: 3 clusters Score -1.562047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106458 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -15620482.000000 Penalty: 5757.684570
	Iteration 39Q: 3 clusters Score -1.562048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106469 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -15620484.000000 Penalty: 5757.684570
	Iteration 40F: 3 clusters Score -1.562048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106478 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -15620490.000000 Penalty: 5757.684570
	Iteration 41Q: 3 clusters Score -1.562049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -15620483.000000 Penalty: 5757.684570
	Iteration 42Q: 3 clusters Score -1.562048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106489 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -15620484.000000 Penalty: 5757.684570
	Iteration 43Q: 3 clusters Score -1.562048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -15620482.000000 Penalty: 5757.684570
	Iteration 44Q: 3 clusters Score -1.562048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106500 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -15620485.000000 Penalty: 5757.684570
	Iteration 45Q: 3 clusters Score -1.562048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106507 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -15620496.000000 Penalty: 5757.684570
	Iteration 46Q: 3 clusters Score -1.56205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106514 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -15620486.000000 Penalty: 5757.684570
	Iteration 47Q: 3 clusters Score -1.562049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106524 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -15620505.000000 Penalty: 5757.684570
	Iteration 48Q: 3 clusters Score -1.56205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106533 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -15620504.000000 Penalty: 5757.684570
	Iteration 49Q: 3 clusters Score -1.56205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -15620509.000000 Penalty: 5757.684570
	Iteration 50Q: 3 clusters Score -1.562051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106562 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -15620510.000000 Penalty: 5757.684570
	Iteration 51Q: 3 clusters Score -1.562051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106573 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -15620510.000000 Penalty: 5757.684570
	Iteration 52Q: 3 clusters Score -1.562051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106578 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -15620523.000000 Penalty: 5757.684570
	Iteration 53Q: 3 clusters Score -1.562052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106584 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -15620513.000000 Penalty: 5757.684570
	Iteration 54Q: 3 clusters Score -1.562051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106590 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -15620521.000000 Penalty: 5757.684570
	Iteration 55Q: 3 clusters Score -1.562052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -15620530.000000 Penalty: 5757.684570
	Iteration 56Q: 3 clusters Score -1.562053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106603 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -15620525.000000 Penalty: 5757.684570
	Iteration 57Q: 3 clusters Score -1.562052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106607 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -15620530.000000 Penalty: 5757.684570
	Iteration 58Q: 3 clusters Score -1.562053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -15620519.000000 Penalty: 5757.684570
	Iteration 59Q: 3 clusters Score -1.562052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106618 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -15620525.000000 Penalty: 5757.684570
	Iteration 60F: 3 clusters Score -1.562052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106619 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -15620539.000000 Penalty: 5757.684570
	Iteration 61Q: 3 clusters Score -1.562054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106620 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -15620534.000000 Penalty: 5757.684570
	Iteration 62Q: 3 clusters Score -1.562053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106622 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -15620535.000000 Penalty: 5757.684570
	Iteration 63Q: 3 clusters Score -1.562054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106625 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -15620533.000000 Penalty: 5757.684570
	Iteration 64Q: 3 clusters Score -1.562053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -15620533.000000 Penalty: 5757.684570
	Iteration 65Q: 3 clusters Score -1.562053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106632 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -15620535.000000 Penalty: 5757.684570
	Iteration 66Q: 3 clusters Score -1.562054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -15620540.000000 Penalty: 5757.684570
	Iteration 67Q: 3 clusters Score -1.562054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106639 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -15620551.000000 Penalty: 5757.684570
	Iteration 68Q: 3 clusters Score -1.562055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106639 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -15620551.000000 Penalty: 5757.684570
	Iteration 69F: 3 clusters Score -1.562055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (116993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116993 members 
Entering Unmasked Estep 
Score: -16693794.000000 Penalty: 2894.127686
	Iteration 0F: 2 clusters Score -1.669379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -16616378.000000 Penalty: 5788.255371
	Iteration 0F: 3 clusters Score -1.661638e+07 nChanged 55440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -16649024.000000 Penalty: 5788.255371
	Iteration 1F: 3 clusters Score -1.664902e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -16650431.000000 Penalty: 5788.255371
	Iteration 2Q: 3 clusters Score -1.665043e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -16653096.000000 Penalty: 5788.255371
	Iteration 3F: 3 clusters Score -1.66531e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -16658414.000000 Penalty: 5788.255371
	Iteration 4F: 3 clusters Score -1.665841e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -16667751.000000 Penalty: 5788.255371
	Iteration 5F: 3 clusters Score -1.666775e+07 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104558 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -16678764.000000 Penalty: 5788.255371
	Iteration 6F: 3 clusters Score -1.667876e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112454 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -16686724.000000 Penalty: 5788.255371
	Iteration 7F: 3 clusters Score -1.668672e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -16689940.000000 Penalty: 5788.255371
	Iteration 8Q: 3 clusters Score -1.668994e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -16690811.000000 Penalty: 5788.255371
	Iteration 9Q: 3 clusters Score -1.669081e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16691020.000000 Penalty: 5788.255371
	Iteration 10Q: 3 clusters Score -1.669102e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116815 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16691100.000000 Penalty: 5788.255371
	Iteration 11Q: 3 clusters Score -1.66911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116829 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16691147.000000 Penalty: 5788.255371
	Iteration 12Q: 3 clusters Score -1.669115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116829 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16691161.000000 Penalty: 5788.255371
	Iteration 13Q: 3 clusters Score -1.669116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116832 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16691156.000000 Penalty: 5788.255371
	Iteration 14Q: 3 clusters Score -1.669116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116831 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16691159.000000 Penalty: 5788.255371
	Iteration 15Q: 3 clusters Score -1.669116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16691165.000000 Penalty: 5788.255371
	Iteration 16Q: 3 clusters Score -1.669116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16691165.000000 Penalty: 5788.255371
	Iteration 17F: 3 clusters Score -1.669116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Entering Unmasked Estep 
Score: -6055461.000000 Penalty: 2642.304932
	Iteration 0F: 2 clusters Score -6055461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -6026690.500000 Penalty: 5284.609863
	Iteration 0F: 3 clusters Score -6026690 nChanged 19518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -6037406.500000 Penalty: 5284.609863
	Iteration 1F: 3 clusters Score -6037406 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -6037868.500000 Penalty: 5284.609863
	Iteration 2Q: 3 clusters Score -6037868 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -6038333.500000 Penalty: 5284.609863
	Iteration 3Q: 3 clusters Score -6038334 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -6038841.000000 Penalty: 5284.609863
	Iteration 4Q: 3 clusters Score -6038841 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -6039443.500000 Penalty: 5284.609863
	Iteration 5Q: 3 clusters Score -6039444 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -6040385.500000 Penalty: 5284.609863
	Iteration 6Q: 3 clusters Score -6040386 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -6041829.000000 Penalty: 5284.609863
	Iteration 7F: 3 clusters Score -6041829 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -6043955.000000 Penalty: 5284.609863
	Iteration 8F: 3 clusters Score -6043955 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -6046847.500000 Penalty: 5284.609863
	Iteration 9F: 3 clusters Score -6046848 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -6049734.500000 Penalty: 5284.609863
	Iteration 10F: 3 clusters Score -6049734 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -6051712.000000 Penalty: 5284.609863
	Iteration 11Q: 3 clusters Score -6051712 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -6052611.500000 Penalty: 5284.609863
	Iteration 12Q: 3 clusters Score -6052612 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -6052928.000000 Penalty: 5284.609863
	Iteration 13Q: 3 clusters Score -6052928 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -6053067.000000 Penalty: 5284.609863
	Iteration 14Q: 3 clusters Score -6053067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -6053138.000000 Penalty: 5284.609863
	Iteration 15Q: 3 clusters Score -6053138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -6053166.500000 Penalty: 5284.609863
	Iteration 16Q: 3 clusters Score -6053166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -6053193.000000 Penalty: 5284.609863
	Iteration 17Q: 3 clusters Score -6053193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -6053221.500000 Penalty: 5284.609863
	Iteration 18Q: 3 clusters Score -6053222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -6053235.500000 Penalty: 5284.609863
	Iteration 19Q: 3 clusters Score -6053236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -6053253.500000 Penalty: 5284.609863
	Iteration 20F: 3 clusters Score -6053254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -6053275.000000 Penalty: 5284.609863
	Iteration 21Q: 3 clusters Score -6053275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -6053273.500000 Penalty: 5284.609863
	Iteration 22Q: 3 clusters Score -6053274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -6053274.000000 Penalty: 5284.609863
	Iteration 23Q: 3 clusters Score -6053274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -6053283.000000 Penalty: 5284.609863
	Iteration 24Q: 3 clusters Score -6053283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -6053283.000000 Penalty: 5284.609863
	Iteration 25F: 3 clusters Score -6053283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -264575.468750 Penalty: 1873.604980
	Iteration 0F: 2 clusters Score -264575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -262002.625000 Penalty: 3747.209961
	Iteration 0F: 3 clusters Score -262002.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -262571.437500 Penalty: 3747.209961
	Iteration 1F: 3 clusters Score -262571.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -262801.593750 Penalty: 3747.209961
	Iteration 2F: 3 clusters Score -262801.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -262906.718750 Penalty: 3747.209961
	Iteration 3F: 3 clusters Score -262906.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -262970.406250 Penalty: 3747.209961
	Iteration 4Q: 3 clusters Score -262970.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -263019.343750 Penalty: 3747.209961
	Iteration 5Q: 3 clusters Score -263019.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -263053.625000 Penalty: 3747.209961
	Iteration 6Q: 3 clusters Score -263053.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -263083.531250 Penalty: 3747.209961
	Iteration 7Q: 3 clusters Score -263083.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -263116.968750 Penalty: 3747.209961
	Iteration 8Q: 3 clusters Score -263117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -263143.312500 Penalty: 3747.209961
	Iteration 9Q: 3 clusters Score -263143.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -263177.500000 Penalty: 3747.209961
	Iteration 10Q: 3 clusters Score -263177.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -263213.937500 Penalty: 3747.209961
	Iteration 11Q: 3 clusters Score -263213.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -263250.000000 Penalty: 3747.209961
	Iteration 12Q: 3 clusters Score -263250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -263270.031250 Penalty: 3747.209961
	Iteration 13Q: 3 clusters Score -263270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -263287.406250 Penalty: 3747.209961
	Iteration 14Q: 3 clusters Score -263287.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -263302.562500 Penalty: 3747.209961
	Iteration 15Q: 3 clusters Score -263302.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -263316.718750 Penalty: 3747.209961
	Iteration 16Q: 3 clusters Score -263316.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -263328.218750 Penalty: 3747.209961
	Iteration 17Q: 3 clusters Score -263328.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -263337.718750 Penalty: 3747.209961
	Iteration 18Q: 3 clusters Score -263337.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -263352.125000 Penalty: 3747.209961
	Iteration 19Q: 3 clusters Score -263352.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -263371.218750 Penalty: 3747.209961
	Iteration 20F: 3 clusters Score -263371.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -263389.375000 Penalty: 3747.209961
	Iteration 21Q: 3 clusters Score -263389.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -263413.625000 Penalty: 3747.209961
	Iteration 22Q: 3 clusters Score -263413.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -263441.281250 Penalty: 3747.209961
	Iteration 23Q: 3 clusters Score -263441.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -263464.125000 Penalty: 3747.209961
	Iteration 24Q: 3 clusters Score -263464.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -263483.562500 Penalty: 3747.209961
	Iteration 25Q: 3 clusters Score -263483.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -263491.062500 Penalty: 3747.209961
	Iteration 26Q: 3 clusters Score -263491.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -263500.781250 Penalty: 3747.209961
	Iteration 27Q: 3 clusters Score -263500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -263512.218750 Penalty: 3747.209961
	Iteration 28Q: 3 clusters Score -263512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -263515.875000 Penalty: 3747.209961
	Iteration 29Q: 3 clusters Score -263515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -263519.062500 Penalty: 3747.209961
	Iteration 30Q: 3 clusters Score -263519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -263524.156250 Penalty: 3747.209961
	Iteration 31Q: 3 clusters Score -263524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -263536.687500 Penalty: 3747.209961
	Iteration 32Q: 3 clusters Score -263536.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -263548.531250 Penalty: 3747.209961
	Iteration 33Q: 3 clusters Score -263548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -263555.281250 Penalty: 3747.209961
	Iteration 34Q: 3 clusters Score -263555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -263564.406250 Penalty: 3747.209961
	Iteration 35Q: 3 clusters Score -263564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -263568.781250 Penalty: 3747.209961
	Iteration 36Q: 3 clusters Score -263568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -263577.500000 Penalty: 3747.209961
	Iteration 37Q: 3 clusters Score -263577.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -263585.156250 Penalty: 3747.209961
	Iteration 38Q: 3 clusters Score -263585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -263592.656250 Penalty: 3747.209961
	Iteration 39Q: 3 clusters Score -263592.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -263601.906250 Penalty: 3747.209961
	Iteration 40F: 3 clusters Score -263601.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -263606.718750 Penalty: 3747.209961
	Iteration 41Q: 3 clusters Score -263606.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -263616.468750 Penalty: 3747.209961
	Iteration 42Q: 3 clusters Score -263616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -263622.843750 Penalty: 3747.209961
	Iteration 43Q: 3 clusters Score -263622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -263627.875000 Penalty: 3747.209961
	Iteration 44Q: 3 clusters Score -263627.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -263633.968750 Penalty: 3747.209961
	Iteration 45Q: 3 clusters Score -263634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -263641.000000 Penalty: 3747.209961
	Iteration 46Q: 3 clusters Score -263641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -263650.531250 Penalty: 3747.209961
	Iteration 47Q: 3 clusters Score -263650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -263667.593750 Penalty: 3747.209961
	Iteration 48Q: 3 clusters Score -263667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -263671.500000 Penalty: 3747.209961
	Iteration 49Q: 3 clusters Score -263671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -263679.687500 Penalty: 3747.209961
	Iteration 50Q: 3 clusters Score -263679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -263683.187500 Penalty: 3747.209961
	Iteration 51Q: 3 clusters Score -263683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -263686.281250 Penalty: 3747.209961
	Iteration 52Q: 3 clusters Score -263686.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -263688.468750 Penalty: 3747.209961
	Iteration 53Q: 3 clusters Score -263688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -263691.687500 Penalty: 3747.209961
	Iteration 54Q: 3 clusters Score -263691.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -263695.031250 Penalty: 3747.209961
	Iteration 55Q: 3 clusters Score -263695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -263695.031250 Penalty: 3747.209961
	Iteration 56F: 3 clusters Score -263695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159168 members 
Entering Unmasked Estep 
Score: -22350398.000000 Penalty: 2970.473389
	Iteration 0F: 2 clusters Score -2.23504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -22245974.000000 Penalty: 5940.946777
	Iteration 0F: 3 clusters Score -2.224597e+07 nChanged 76367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -22291794.000000 Penalty: 5940.946777
	Iteration 1F: 3 clusters Score -2.229179e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 78785 members 
Entering Unmasked Estep 
Score: -22293480.000000 Penalty: 5940.946777
	Iteration 2Q: 3 clusters Score -2.229348e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -22295766.000000 Penalty: 5940.946777
	Iteration 3Q: 3 clusters Score -2.229577e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -22299376.000000 Penalty: 5940.946777
	Iteration 4Q: 3 clusters Score -2.229938e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -22305368.000000 Penalty: 5940.946777
	Iteration 5F: 3 clusters Score -2.230537e+07 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -22313572.000000 Penalty: 5940.946777
	Iteration 6F: 3 clusters Score -2.231357e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96310 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -22323484.000000 Penalty: 5940.946777
	Iteration 7F: 3 clusters Score -2.232348e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -22331230.000000 Penalty: 5940.946777
	Iteration 8F: 3 clusters Score -2.233123e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -22335408.000000 Penalty: 5940.946777
	Iteration 9Q: 3 clusters Score -2.233541e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106987 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -22337502.000000 Penalty: 5940.946777
	Iteration 10Q: 3 clusters Score -2.23375e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -22338796.000000 Penalty: 5940.946777
	Iteration 11Q: 3 clusters Score -2.23388e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111928 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -22339924.000000 Penalty: 5940.946777
	Iteration 12Q: 3 clusters Score -2.233992e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114363 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -22340892.000000 Penalty: 5940.946777
	Iteration 13Q: 3 clusters Score -2.234089e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116741 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -22341770.000000 Penalty: 5940.946777
	Iteration 14Q: 3 clusters Score -2.234177e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119034 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -22342666.000000 Penalty: 5940.946777
	Iteration 15Q: 3 clusters Score -2.234267e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121359 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -22343430.000000 Penalty: 5940.946777
	Iteration 16Q: 3 clusters Score -2.234343e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123528 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -22344022.000000 Penalty: 5940.946777
	Iteration 17Q: 3 clusters Score -2.234402e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125627 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -22344762.000000 Penalty: 5940.946777
	Iteration 18Q: 3 clusters Score -2.234476e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127694 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -22345316.000000 Penalty: 5940.946777
	Iteration 19Q: 3 clusters Score -2.234532e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129598 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -22345920.000000 Penalty: 5940.946777
	Iteration 20F: 3 clusters Score -2.234592e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131415 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -22346370.000000 Penalty: 5940.946777
	Iteration 21Q: 3 clusters Score -2.234637e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133131 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -22346862.000000 Penalty: 5940.946777
	Iteration 22Q: 3 clusters Score -2.234686e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134792 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -22347296.000000 Penalty: 5940.946777
	Iteration 23Q: 3 clusters Score -2.23473e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136298 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -22347746.000000 Penalty: 5940.946777
	Iteration 24Q: 3 clusters Score -2.234775e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137662 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -22348090.000000 Penalty: 5940.946777
	Iteration 25Q: 3 clusters Score -2.234809e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138899 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -22348484.000000 Penalty: 5940.946777
	Iteration 26Q: 3 clusters Score -2.234848e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140086 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -22348732.000000 Penalty: 5940.946777
	Iteration 27Q: 3 clusters Score -2.234873e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141143 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -22349094.000000 Penalty: 5940.946777
	Iteration 28Q: 3 clusters Score -2.234909e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142135 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -22349300.000000 Penalty: 5940.946777
	Iteration 29Q: 3 clusters Score -2.23493e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143072 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -22349460.000000 Penalty: 5940.946777
	Iteration 30Q: 3 clusters Score -2.234946e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143972 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -22349592.000000 Penalty: 5940.946777
	Iteration 31Q: 3 clusters Score -2.234959e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144755 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -22349688.000000 Penalty: 5940.946777
	Iteration 32Q: 3 clusters Score -2.234969e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145508 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -22349760.000000 Penalty: 5940.946777
	Iteration 33Q: 3 clusters Score -2.234976e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146240 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -22349888.000000 Penalty: 5940.946777
	Iteration 34Q: 3 clusters Score -2.234989e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146903 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -22349982.000000 Penalty: 5940.946777
	Iteration 35Q: 3 clusters Score -2.234998e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147520 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -22350048.000000 Penalty: 5940.946777
	Iteration 36Q: 3 clusters Score -2.235005e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148086 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -22350158.000000 Penalty: 5940.946777
	Iteration 37Q: 3 clusters Score -2.235016e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148579 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -22350152.000000 Penalty: 5940.946777
	Iteration 38Q: 3 clusters Score -2.235015e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149037 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -22350260.000000 Penalty: 5940.946777
	Iteration 39Q: 3 clusters Score -2.235026e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149440 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -22350292.000000 Penalty: 5940.946777
	Iteration 40F: 3 clusters Score -2.235029e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149831 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -22350288.000000 Penalty: 5940.946777
	Iteration 41Q: 3 clusters Score -2.235029e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150209 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -22350314.000000 Penalty: 5940.946777
	Iteration 42Q: 3 clusters Score -2.235031e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150524 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -22350346.000000 Penalty: 5940.946777
	Iteration 43Q: 3 clusters Score -2.235035e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150824 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -22350356.000000 Penalty: 5940.946777
	Iteration 44Q: 3 clusters Score -2.235036e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151082 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -22350310.000000 Penalty: 5940.946777
	Iteration 45Q: 3 clusters Score -2.235031e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151335 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -22350376.000000 Penalty: 5940.946777
	Iteration 46Q: 3 clusters Score -2.235038e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151563 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -22350302.000000 Penalty: 5940.946777
	Iteration 47Q: 3 clusters Score -2.23503e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151775 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -22350284.000000 Penalty: 5940.946777
	Iteration 48Q: 3 clusters Score -2.235028e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -22350312.000000 Penalty: 5940.946777
	Iteration 49Q: 3 clusters Score -2.235031e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152181 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -22350364.000000 Penalty: 5940.946777
	Iteration 50Q: 3 clusters Score -2.235036e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152357 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -22350350.000000 Penalty: 5940.946777
	Iteration 51Q: 3 clusters Score -2.235035e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152525 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -22350338.000000 Penalty: 5940.946777
	Iteration 52Q: 3 clusters Score -2.235034e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -22350328.000000 Penalty: 5940.946777
	Iteration 53Q: 3 clusters Score -2.235033e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152796 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -22350242.000000 Penalty: 5940.946777
	Iteration 54Q: 3 clusters Score -2.235024e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152907 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -22350226.000000 Penalty: 5940.946777
	Iteration 55Q: 3 clusters Score -2.235023e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153003 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -22350206.000000 Penalty: 5940.946777
	Iteration 56Q: 3 clusters Score -2.235021e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153091 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -22350214.000000 Penalty: 5940.946777
	Iteration 57Q: 3 clusters Score -2.235021e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153167 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -22350232.000000 Penalty: 5940.946777
	Iteration 58Q: 3 clusters Score -2.235023e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153243 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -22350192.000000 Penalty: 5940.946777
	Iteration 59Q: 3 clusters Score -2.235019e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153315 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -22350174.000000 Penalty: 5940.946777
	Iteration 60F: 3 clusters Score -2.235017e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153387 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -22350162.000000 Penalty: 5940.946777
	Iteration 61Q: 3 clusters Score -2.235016e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153445 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -22350184.000000 Penalty: 5940.946777
	Iteration 62Q: 3 clusters Score -2.235018e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -22350180.000000 Penalty: 5940.946777
	Iteration 63Q: 3 clusters Score -2.235018e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -22350174.000000 Penalty: 5940.946777
	Iteration 64Q: 3 clusters Score -2.235017e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153605 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -22350160.000000 Penalty: 5940.946777
	Iteration 65Q: 3 clusters Score -2.235016e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153654 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -22350146.000000 Penalty: 5940.946777
	Iteration 66Q: 3 clusters Score -2.235015e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -22350136.000000 Penalty: 5940.946777
	Iteration 67Q: 3 clusters Score -2.235014e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153753 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -22350110.000000 Penalty: 5940.946777
	Iteration 68Q: 3 clusters Score -2.235011e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153810 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -22350064.000000 Penalty: 5940.946777
	Iteration 69Q: 3 clusters Score -2.235006e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153854 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -22350064.000000 Penalty: 5940.946777
	Iteration 70Q: 3 clusters Score -2.235006e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153890 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -22350070.000000 Penalty: 5940.946777
	Iteration 71Q: 3 clusters Score -2.235007e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153928 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -22350034.000000 Penalty: 5940.946777
	Iteration 72Q: 3 clusters Score -2.235003e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153961 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -22350062.000000 Penalty: 5940.946777
	Iteration 73Q: 3 clusters Score -2.235006e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153994 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -22350058.000000 Penalty: 5940.946777
	Iteration 74Q: 3 clusters Score -2.235006e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154026 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -22350070.000000 Penalty: 5940.946777
	Iteration 75Q: 3 clusters Score -2.235007e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154056 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -22350070.000000 Penalty: 5940.946777
	Iteration 76Q: 3 clusters Score -2.235007e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154084 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -22350080.000000 Penalty: 5940.946777
	Iteration 77Q: 3 clusters Score -2.235008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154100 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -22350072.000000 Penalty: 5940.946777
	Iteration 78Q: 3 clusters Score -2.235007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154120 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -22350056.000000 Penalty: 5940.946777
	Iteration 79Q: 3 clusters Score -2.235006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -22350060.000000 Penalty: 5940.946777
	Iteration 80F: 3 clusters Score -2.235006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154149 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -22350038.000000 Penalty: 5940.946777
	Iteration 81Q: 3 clusters Score -2.235004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154165 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -22350042.000000 Penalty: 5940.946777
	Iteration 82Q: 3 clusters Score -2.235004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -22350040.000000 Penalty: 5940.946777
	Iteration 83Q: 3 clusters Score -2.235004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154203 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -22350026.000000 Penalty: 5940.946777
	Iteration 84Q: 3 clusters Score -2.235003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154225 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -22350042.000000 Penalty: 5940.946777
	Iteration 85Q: 3 clusters Score -2.235004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154245 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -22350038.000000 Penalty: 5940.946777
	Iteration 86Q: 3 clusters Score -2.235004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154262 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -22350044.000000 Penalty: 5940.946777
	Iteration 87Q: 3 clusters Score -2.235004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154282 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -22350042.000000 Penalty: 5940.946777
	Iteration 88Q: 3 clusters Score -2.235004e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154308 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -22350036.000000 Penalty: 5940.946777
	Iteration 89Q: 3 clusters Score -2.235004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -22350038.000000 Penalty: 5940.946777
	Iteration 90Q: 3 clusters Score -2.235004e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154364 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -22350030.000000 Penalty: 5940.946777
	Iteration 91Q: 3 clusters Score -2.235003e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154391 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -22350036.000000 Penalty: 5940.946777
	Iteration 92Q: 3 clusters Score -2.235004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154416 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -22350032.000000 Penalty: 5940.946777
	Iteration 93Q: 3 clusters Score -2.235003e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -22350030.000000 Penalty: 5940.946777
	Iteration 94Q: 3 clusters Score -2.235003e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154471 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -22350024.000000 Penalty: 5940.946777
	Iteration 95Q: 3 clusters Score -2.235002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -22350054.000000 Penalty: 5940.946777
	Iteration 96Q: 3 clusters Score -2.235005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154514 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -22350042.000000 Penalty: 5940.946777
	Iteration 97Q: 3 clusters Score -2.235004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154530 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -22350038.000000 Penalty: 5940.946777
	Iteration 98Q: 3 clusters Score -2.235004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154543 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -22350060.000000 Penalty: 5940.946777
	Iteration 99Q: 3 clusters Score -2.235006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154556 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -22350040.000000 Penalty: 5940.946777
	Iteration 100F: 3 clusters Score -2.235004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -22350028.000000 Penalty: 5940.946777
	Iteration 101Q: 3 clusters Score -2.235003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154587 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -22350046.000000 Penalty: 5940.946777
	Iteration 102Q: 3 clusters Score -2.235005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154601 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -22350048.000000 Penalty: 5940.946777
	Iteration 103Q: 3 clusters Score -2.235005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154617 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -22350054.000000 Penalty: 5940.946777
	Iteration 104Q: 3 clusters Score -2.235005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154627 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -22350066.000000 Penalty: 5940.946777
	Iteration 105Q: 3 clusters Score -2.235007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154637 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -22350052.000000 Penalty: 5940.946777
	Iteration 106Q: 3 clusters Score -2.235005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154651 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -22350002.000000 Penalty: 5940.946777
	Iteration 107Q: 3 clusters Score -2.235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -22350002.000000 Penalty: 5940.946777
	Iteration 108Q: 3 clusters Score -2.235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154675 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -22350004.000000 Penalty: 5940.946777
	Iteration 109Q: 3 clusters Score -2.235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154685 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -22350002.000000 Penalty: 5940.946777
	Iteration 110Q: 3 clusters Score -2.235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154695 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -22349994.000000 Penalty: 5940.946777
	Iteration 111Q: 3 clusters Score -2.234999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -22349992.000000 Penalty: 5940.946777
	Iteration 112Q: 3 clusters Score -2.234999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154709 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -22349994.000000 Penalty: 5940.946777
	Iteration 113Q: 3 clusters Score -2.234999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154723 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -22349996.000000 Penalty: 5940.946777
	Iteration 114Q: 3 clusters Score -2.235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154735 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -22349990.000000 Penalty: 5940.946777
	Iteration 115Q: 3 clusters Score -2.234999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154748 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -22349988.000000 Penalty: 5940.946777
	Iteration 116Q: 3 clusters Score -2.234999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154761 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -22349996.000000 Penalty: 5940.946777
	Iteration 117Q: 3 clusters Score -2.235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154775 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -22349990.000000 Penalty: 5940.946777
	Iteration 118Q: 3 clusters Score -2.234999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154786 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -22349982.000000 Penalty: 5940.946777
	Iteration 119Q: 3 clusters Score -2.234998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154796 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -22349984.000000 Penalty: 5940.946777
	Iteration 120F: 3 clusters Score -2.234998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154810 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -22349972.000000 Penalty: 5940.946777
	Iteration 121Q: 3 clusters Score -2.234997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154822 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -22349954.000000 Penalty: 5940.946777
	Iteration 122Q: 3 clusters Score -2.234995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -22349946.000000 Penalty: 5940.946777
	Iteration 123Q: 3 clusters Score -2.234995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -22349936.000000 Penalty: 5940.946777
	Iteration 124Q: 3 clusters Score -2.234994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154840 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -22349934.000000 Penalty: 5940.946777
	Iteration 125Q: 3 clusters Score -2.234993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154844 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -22349946.000000 Penalty: 5940.946777
	Iteration 126Q: 3 clusters Score -2.234995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154848 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -22349940.000000 Penalty: 5940.946777
	Iteration 127Q: 3 clusters Score -2.234994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154849 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -22349938.000000 Penalty: 5940.946777
	Iteration 128Q: 3 clusters Score -2.234994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154851 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -22349930.000000 Penalty: 5940.946777
	Iteration 129Q: 3 clusters Score -2.234993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154852 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -22349922.000000 Penalty: 5940.946777
	Iteration 130Q: 3 clusters Score -2.234992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154853 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -22349928.000000 Penalty: 5940.946777
	Iteration 131Q: 3 clusters Score -2.234993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -22349930.000000 Penalty: 5940.946777
	Iteration 132Q: 3 clusters Score -2.234993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -22349934.000000 Penalty: 5940.946777
	Iteration 133Q: 3 clusters Score -2.234993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -22349928.000000 Penalty: 5940.946777
	Iteration 134Q: 3 clusters Score -2.234993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154860 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -22349926.000000 Penalty: 5940.946777
	Iteration 135Q: 3 clusters Score -2.234993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -22349932.000000 Penalty: 5940.946777
	Iteration 136Q: 3 clusters Score -2.234993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -22349932.000000 Penalty: 5940.946777
	Iteration 137F: 3 clusters Score -2.234993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -51577.984375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -51577.98 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 202 members 
Entering Unmasked Estep 
Score: -50226.535156 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -50226.54 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50438.605469 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -50438.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50621.152344 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -50621.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50782.300781 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -50782.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50872.210938 Penalty: 2993.598877
	Iteration 4F: 3 clusters Score -50872.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51089.796875 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -51089.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51271.519531 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -51271.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51395.992188 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -51395.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51467.679688 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -51467.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51544.121094 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -51544.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51711.953125 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -51711.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51807.332031 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -51807.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51847.765625 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -51847.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51855.449219 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -51855.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51857.988281 Penalty: 2993.598877
	Iteration 14F: 3 clusters Score -51857.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51867.574219 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -51867.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51872.371094 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -51872.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51872.371094 Penalty: 2993.598877
	Iteration 17F: 3 clusters Score -51872.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1763 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 162211 members 
Mstep: Class 5 contains 60586 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 35967 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 110000 members 
Mstep: Class 11 contains 116993 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 159168 members 
Mstep: Class 15 contains 98 members 
Mstep: Class 16 contains 26632 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 42407 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 13054 members 
Mstep: Class 21 contains 102412 members 
Mstep: Class 22 contains 32959 members 
Mstep: Class 23 contains 42458 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 320 members 
Entering Unmasked Estep 
Score: -147067152.000000 Penalty: 89447.265625
Splitting cluster 15 changes total score from -147068864.000000 to -147067152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (26632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Entering Unmasked Estep 
Score: -3795261.000000 Penalty: 2527.087402
	Iteration 0F: 2 clusters Score -3795261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3776872.750000 Penalty: 5054.174805
	Iteration 0F: 3 clusters Score -3776873 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3783439.750000 Penalty: 5054.174805
	Iteration 1F: 3 clusters Score -3783440 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3783917.500000 Penalty: 5054.174805
	Iteration 2Q: 3 clusters Score -3783918 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3784457.000000 Penalty: 5054.174805
	Iteration 3Q: 3 clusters Score -3784457 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3784960.250000 Penalty: 5054.174805
	Iteration 4Q: 3 clusters Score -3784960 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3785470.250000 Penalty: 5054.174805
	Iteration 5Q: 3 clusters Score -3785470 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3786038.750000 Penalty: 5054.174805
	Iteration 6Q: 3 clusters Score -3786039 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3786788.250000 Penalty: 5054.174805
	Iteration 7F: 3 clusters Score -3786788 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3787749.750000 Penalty: 5054.174805
	Iteration 8F: 3 clusters Score -3787750 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3788915.500000 Penalty: 5054.174805
	Iteration 9F: 3 clusters Score -3788916 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3789983.500000 Penalty: 5054.174805
	Iteration 10F: 3 clusters Score -3789984 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3790672.000000 Penalty: 5054.174805
	Iteration 11Q: 3 clusters Score -3790672 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -3791063.750000 Penalty: 5054.174805
	Iteration 12Q: 3 clusters Score -3791064 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3791318.750000 Penalty: 5054.174805
	Iteration 13Q: 3 clusters Score -3791319 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3791557.250000 Penalty: 5054.174805
	Iteration 14Q: 3 clusters Score -3791557 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3791760.750000 Penalty: 5054.174805
	Iteration 15Q: 3 clusters Score -3791761 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3791925.250000 Penalty: 5054.174805
	Iteration 16Q: 3 clusters Score -3791925 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3792062.750000 Penalty: 5054.174805
	Iteration 17Q: 3 clusters Score -3792063 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3792183.000000 Penalty: 5054.174805
	Iteration 18Q: 3 clusters Score -3792183 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3792304.000000 Penalty: 5054.174805
	Iteration 19Q: 3 clusters Score -3792304 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3792422.250000 Penalty: 5054.174805
	Iteration 20F: 3 clusters Score -3792422 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3792498.750000 Penalty: 5054.174805
	Iteration 21Q: 3 clusters Score -3792499 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3792578.250000 Penalty: 5054.174805
	Iteration 22Q: 3 clusters Score -3792578 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3792659.500000 Penalty: 5054.174805
	Iteration 23Q: 3 clusters Score -3792660 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3792737.000000 Penalty: 5054.174805
	Iteration 24Q: 3 clusters Score -3792737 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3792775.750000 Penalty: 5054.174805
	Iteration 25Q: 3 clusters Score -3792776 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3792832.500000 Penalty: 5054.174805
	Iteration 26Q: 3 clusters Score -3792832 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3792887.500000 Penalty: 5054.174805
	Iteration 27Q: 3 clusters Score -3792888 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3792934.000000 Penalty: 5054.174805
	Iteration 28Q: 3 clusters Score -3792934 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3792983.000000 Penalty: 5054.174805
	Iteration 29Q: 3 clusters Score -3792983 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3793016.500000 Penalty: 5054.174805
	Iteration 30Q: 3 clusters Score -3793016 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3793051.000000 Penalty: 5054.174805
	Iteration 31Q: 3 clusters Score -3793051 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3793068.250000 Penalty: 5054.174805
	Iteration 32Q: 3 clusters Score -3793068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3793097.500000 Penalty: 5054.174805
	Iteration 33Q: 3 clusters Score -3793098 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3793138.000000 Penalty: 5054.174805
	Iteration 34Q: 3 clusters Score -3793138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3793165.750000 Penalty: 5054.174805
	Iteration 35Q: 3 clusters Score -3793166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3793182.500000 Penalty: 5054.174805
	Iteration 36Q: 3 clusters Score -3793182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3793200.500000 Penalty: 5054.174805
	Iteration 37Q: 3 clusters Score -3793200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3793232.000000 Penalty: 5054.174805
	Iteration 38Q: 3 clusters Score -3793232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3793240.750000 Penalty: 5054.174805
	Iteration 39Q: 3 clusters Score -3793241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3793260.250000 Penalty: 5054.174805
	Iteration 40F: 3 clusters Score -3793260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3793268.000000 Penalty: 5054.174805
	Iteration 41Q: 3 clusters Score -3793268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3793287.250000 Penalty: 5054.174805
	Iteration 42Q: 3 clusters Score -3793287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3793301.000000 Penalty: 5054.174805
	Iteration 43Q: 3 clusters Score -3793301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3793295.000000 Penalty: 5054.174805
	Iteration 44Q: 3 clusters Score -3793295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3793307.250000 Penalty: 5054.174805
	Iteration 45Q: 3 clusters Score -3793307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3793318.750000 Penalty: 5054.174805
	Iteration 46Q: 3 clusters Score -3793319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3793326.750000 Penalty: 5054.174805
	Iteration 47Q: 3 clusters Score -3793327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3793332.000000 Penalty: 5054.174805
	Iteration 48Q: 3 clusters Score -3793332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3793342.750000 Penalty: 5054.174805
	Iteration 49Q: 3 clusters Score -3793343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3793343.250000 Penalty: 5054.174805
	Iteration 50Q: 3 clusters Score -3793343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3793355.750000 Penalty: 5054.174805
	Iteration 51Q: 3 clusters Score -3793356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3793353.750000 Penalty: 5054.174805
	Iteration 52Q: 3 clusters Score -3793354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3793367.250000 Penalty: 5054.174805
	Iteration 53Q: 3 clusters Score -3793367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3793358.000000 Penalty: 5054.174805
	Iteration 54Q: 3 clusters Score -3793358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3793363.000000 Penalty: 5054.174805
	Iteration 55Q: 3 clusters Score -3793363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3793369.000000 Penalty: 5054.174805
	Iteration 56Q: 3 clusters Score -3793369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3793369.750000 Penalty: 5054.174805
	Iteration 57Q: 3 clusters Score -3793370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3793376.000000 Penalty: 5054.174805
	Iteration 58Q: 3 clusters Score -3793376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3793384.250000 Penalty: 5054.174805
	Iteration 59Q: 3 clusters Score -3793384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3793390.750000 Penalty: 5054.174805
	Iteration 60F: 3 clusters Score -3793391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3793394.000000 Penalty: 5054.174805
	Iteration 61Q: 3 clusters Score -3793394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3793391.500000 Penalty: 5054.174805
	Iteration 62Q: 3 clusters Score -3793392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3793403.250000 Penalty: 5054.174805
	Iteration 63Q: 3 clusters Score -3793403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3793410.750000 Penalty: 5054.174805
	Iteration 64Q: 3 clusters Score -3793411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3793413.000000 Penalty: 5054.174805
	Iteration 65Q: 3 clusters Score -3793413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3793412.250000 Penalty: 5054.174805
	Iteration 66Q: 3 clusters Score -3793412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3793420.750000 Penalty: 5054.174805
	Iteration 67Q: 3 clusters Score -3793421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3793429.000000 Penalty: 5054.174805
	Iteration 68Q: 3 clusters Score -3793429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3793435.250000 Penalty: 5054.174805
	Iteration 69Q: 3 clusters Score -3793435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3793435.000000 Penalty: 5054.174805
	Iteration 70Q: 3 clusters Score -3793435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3793427.750000 Penalty: 5054.174805
	Iteration 71Q: 3 clusters Score -3793428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3793432.750000 Penalty: 5054.174805
	Iteration 72Q: 3 clusters Score -3793433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3793440.000000 Penalty: 5054.174805
	Iteration 73Q: 3 clusters Score -3793440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3793437.500000 Penalty: 5054.174805
	Iteration 74Q: 3 clusters Score -3793438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3793439.500000 Penalty: 5054.174805
	Iteration 75Q: 3 clusters Score -3793440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3793442.500000 Penalty: 5054.174805
	Iteration 76Q: 3 clusters Score -3793442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3793445.750000 Penalty: 5054.174805
	Iteration 77Q: 3 clusters Score -3793446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3793445.750000 Penalty: 5054.174805
	Iteration 78F: 3 clusters Score -3793446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -387461.062500 Penalty: 1974.160278
	Iteration 0F: 2 clusters Score -387461.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -384314.312500 Penalty: 3948.320557
	Iteration 0F: 3 clusters Score -384314.3 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -384875.593750 Penalty: 3948.320557
	Iteration 1F: 3 clusters Score -384875.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -385040.000000 Penalty: 3948.320557
	Iteration 2F: 3 clusters Score -385040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -385113.531250 Penalty: 3948.320557
	Iteration 3Q: 3 clusters Score -385113.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -385158.718750 Penalty: 3948.320557
	Iteration 4Q: 3 clusters Score -385158.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -385191.875000 Penalty: 3948.320557
	Iteration 5Q: 3 clusters Score -385191.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -385223.343750 Penalty: 3948.320557
	Iteration 6Q: 3 clusters Score -385223.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -385259.187500 Penalty: 3948.320557
	Iteration 7Q: 3 clusters Score -385259.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -385298.968750 Penalty: 3948.320557
	Iteration 8Q: 3 clusters Score -385299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -385343.093750 Penalty: 3948.320557
	Iteration 9Q: 3 clusters Score -385343.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -385392.187500 Penalty: 3948.320557
	Iteration 10Q: 3 clusters Score -385392.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -385443.187500 Penalty: 3948.320557
	Iteration 11Q: 3 clusters Score -385443.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -385488.500000 Penalty: 3948.320557
	Iteration 12Q: 3 clusters Score -385488.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -385525.500000 Penalty: 3948.320557
	Iteration 13Q: 3 clusters Score -385525.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -385554.937500 Penalty: 3948.320557
	Iteration 14Q: 3 clusters Score -385554.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -385574.406250 Penalty: 3948.320557
	Iteration 15Q: 3 clusters Score -385574.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -385590.687500 Penalty: 3948.320557
	Iteration 16Q: 3 clusters Score -385590.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -385602.750000 Penalty: 3948.320557
	Iteration 17Q: 3 clusters Score -385602.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -385612.625000 Penalty: 3948.320557
	Iteration 18Q: 3 clusters Score -385612.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -385622.218750 Penalty: 3948.320557
	Iteration 19Q: 3 clusters Score -385622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -385630.968750 Penalty: 3948.320557
	Iteration 20F: 3 clusters Score -385631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -385638.718750 Penalty: 3948.320557
	Iteration 21Q: 3 clusters Score -385638.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -385645.750000 Penalty: 3948.320557
	Iteration 22Q: 3 clusters Score -385645.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -385652.218750 Penalty: 3948.320557
	Iteration 23Q: 3 clusters Score -385652.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -385657.031250 Penalty: 3948.320557
	Iteration 24Q: 3 clusters Score -385657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -385661.625000 Penalty: 3948.320557
	Iteration 25Q: 3 clusters Score -385661.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -385667.468750 Penalty: 3948.320557
	Iteration 26Q: 3 clusters Score -385667.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -385674.468750 Penalty: 3948.320557
	Iteration 27Q: 3 clusters Score -385674.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -385685.093750 Penalty: 3948.320557
	Iteration 28Q: 3 clusters Score -385685.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -385699.812500 Penalty: 3948.320557
	Iteration 29Q: 3 clusters Score -385699.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -385711.156250 Penalty: 3948.320557
	Iteration 30Q: 3 clusters Score -385711.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -385721.968750 Penalty: 3948.320557
	Iteration 31Q: 3 clusters Score -385722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -385729.687500 Penalty: 3948.320557
	Iteration 32Q: 3 clusters Score -385729.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -385742.812500 Penalty: 3948.320557
	Iteration 33Q: 3 clusters Score -385742.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -385749.843750 Penalty: 3948.320557
	Iteration 34Q: 3 clusters Score -385749.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -385755.093750 Penalty: 3948.320557
	Iteration 35Q: 3 clusters Score -385755.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -385762.250000 Penalty: 3948.320557
	Iteration 36Q: 3 clusters Score -385762.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -385771.718750 Penalty: 3948.320557
	Iteration 37Q: 3 clusters Score -385771.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -385779.343750 Penalty: 3948.320557
	Iteration 38Q: 3 clusters Score -385779.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -385785.187500 Penalty: 3948.320557
	Iteration 39Q: 3 clusters Score -385785.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -385789.625000 Penalty: 3948.320557
	Iteration 40F: 3 clusters Score -385789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -385793.156250 Penalty: 3948.320557
	Iteration 41Q: 3 clusters Score -385793.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -385794.156250 Penalty: 3948.320557
	Iteration 42Q: 3 clusters Score -385794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -385795.468750 Penalty: 3948.320557
	Iteration 43Q: 3 clusters Score -385795.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -385797.718750 Penalty: 3948.320557
	Iteration 44Q: 3 clusters Score -385797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -385798.625000 Penalty: 3948.320557
	Iteration 45Q: 3 clusters Score -385798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -385799.281250 Penalty: 3948.320557
	Iteration 46Q: 3 clusters Score -385799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -385800.875000 Penalty: 3948.320557
	Iteration 47Q: 3 clusters Score -385800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -385803.343750 Penalty: 3948.320557
	Iteration 48Q: 3 clusters Score -385803.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -385804.625000 Penalty: 3948.320557
	Iteration 49Q: 3 clusters Score -385804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -385805.312500 Penalty: 3948.320557
	Iteration 50Q: 3 clusters Score -385805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -385806.531250 Penalty: 3948.320557
	Iteration 51Q: 3 clusters Score -385806.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -385806.750000 Penalty: 3948.320557
	Iteration 52Q: 3 clusters Score -385806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -385806.843750 Penalty: 3948.320557
	Iteration 53Q: 3 clusters Score -385806.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -385806.843750 Penalty: 3948.320557
	Iteration 54F: 3 clusters Score -385806.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Entering Unmasked Estep 
Score: -6063415.500000 Penalty: 2642.457031
	Iteration 0F: 2 clusters Score -6063416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -6034750.500000 Penalty: 5284.914062
	Iteration 0F: 3 clusters Score -6034750 nChanged 19456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -6045546.000000 Penalty: 5284.914062
	Iteration 1F: 3 clusters Score -6045546 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -6045992.000000 Penalty: 5284.914062
	Iteration 2Q: 3 clusters Score -6045992 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -6046366.000000 Penalty: 5284.914062
	Iteration 3Q: 3 clusters Score -6046366 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -6046763.500000 Penalty: 5284.914062
	Iteration 4Q: 3 clusters Score -6046764 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -6047202.000000 Penalty: 5284.914062
	Iteration 5Q: 3 clusters Score -6047202 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -6047809.000000 Penalty: 5284.914062
	Iteration 6Q: 3 clusters Score -6047809 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -6048665.500000 Penalty: 5284.914062
	Iteration 7Q: 3 clusters Score -6048666 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -6049947.500000 Penalty: 5284.914062
	Iteration 8F: 3 clusters Score -6049948 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -6051728.000000 Penalty: 5284.914062
	Iteration 9F: 3 clusters Score -6051728 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -6053819.500000 Penalty: 5284.914062
	Iteration 10F: 3 clusters Score -6053820 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -6056058.000000 Penalty: 5284.914062
	Iteration 11F: 3 clusters Score -6056058 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -6057667.500000 Penalty: 5284.914062
	Iteration 12Q: 3 clusters Score -6057668 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -6058876.000000 Penalty: 5284.914062
	Iteration 13Q: 3 clusters Score -6058876 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -6059693.000000 Penalty: 5284.914062
	Iteration 14Q: 3 clusters Score -6059693 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6060237.000000 Penalty: 5284.914062
	Iteration 15Q: 3 clusters Score -6060237 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6060538.000000 Penalty: 5284.914062
	Iteration 16Q: 3 clusters Score -6060538 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6060745.500000 Penalty: 5284.914062
	Iteration 17Q: 3 clusters Score -6060746 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6060887.500000 Penalty: 5284.914062
	Iteration 18Q: 3 clusters Score -6060888 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6060956.500000 Penalty: 5284.914062
	Iteration 19Q: 3 clusters Score -6060956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6061013.500000 Penalty: 5284.914062
	Iteration 20F: 3 clusters Score -6061014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6061057.500000 Penalty: 5284.914062
	Iteration 21Q: 3 clusters Score -6061058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6061081.500000 Penalty: 5284.914062
	Iteration 22Q: 3 clusters Score -6061082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6061095.500000 Penalty: 5284.914062
	Iteration 23Q: 3 clusters Score -6061096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6061110.000000 Penalty: 5284.914062
	Iteration 24Q: 3 clusters Score -6061110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6061127.500000 Penalty: 5284.914062
	Iteration 25Q: 3 clusters Score -6061128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6061130.000000 Penalty: 5284.914062
	Iteration 26Q: 3 clusters Score -6061130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6061149.500000 Penalty: 5284.914062
	Iteration 27Q: 3 clusters Score -6061150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6061159.500000 Penalty: 5284.914062
	Iteration 28Q: 3 clusters Score -6061160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6061165.000000 Penalty: 5284.914062
	Iteration 29Q: 3 clusters Score -6061165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6061172.500000 Penalty: 5284.914062
	Iteration 30Q: 3 clusters Score -6061172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6061184.000000 Penalty: 5284.914062
	Iteration 31Q: 3 clusters Score -6061184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6061197.500000 Penalty: 5284.914062
	Iteration 32Q: 3 clusters Score -6061198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6061205.500000 Penalty: 5284.914062
	Iteration 33Q: 3 clusters Score -6061206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6061224.500000 Penalty: 5284.914062
	Iteration 34Q: 3 clusters Score -6061224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6061229.000000 Penalty: 5284.914062
	Iteration 35Q: 3 clusters Score -6061229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6061240.500000 Penalty: 5284.914062
	Iteration 36Q: 3 clusters Score -6061240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6061247.500000 Penalty: 5284.914062
	Iteration 37Q: 3 clusters Score -6061248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6061233.000000 Penalty: 5284.914062
	Iteration 38Q: 3 clusters Score -6061233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6061243.000000 Penalty: 5284.914062
	Iteration 39Q: 3 clusters Score -6061243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6061242.500000 Penalty: 5284.914062
	Iteration 40F: 3 clusters Score -6061242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6061248.000000 Penalty: 5284.914062
	Iteration 41Q: 3 clusters Score -6061248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6061254.000000 Penalty: 5284.914062
	Iteration 42Q: 3 clusters Score -6061254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6061251.000000 Penalty: 5284.914062
	Iteration 43Q: 3 clusters Score -6061251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6061250.000000 Penalty: 5284.914062
	Iteration 44Q: 3 clusters Score -6061250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6061250.000000 Penalty: 5284.914062
	Iteration 45F: 3 clusters Score -6061250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -47267.968750 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -47267.97 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 185 members 
Entering Unmasked Estep 
Score: -45862.714844 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -45862.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45995.949219 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -45995.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46045.953125 Penalty: 2935.771240
	Iteration 2Q: 3 clusters Score -46045.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46055.480469 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -46055.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46062.503906 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -46062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46064.433594 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -46064.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46067.351562 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -46067.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46067.351562 Penalty: 2935.771240
	Iteration 7F: 3 clusters Score -46067.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Entering Unmasked Estep 
Score: -1869774.750000 Penalty: 2350.258789
	Iteration 0F: 2 clusters Score -1869775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1860126.625000 Penalty: 4700.517578
	Iteration 0F: 3 clusters Score -1860127 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1863204.000000 Penalty: 4700.517578
	Iteration 1F: 3 clusters Score -1863204 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1863510.875000 Penalty: 4700.517578
	Iteration 2F: 3 clusters Score -1863511 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1863714.500000 Penalty: 4700.517578
	Iteration 3Q: 3 clusters Score -1863714 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1863835.375000 Penalty: 4700.517578
	Iteration 4Q: 3 clusters Score -1863835 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1863941.875000 Penalty: 4700.517578
	Iteration 5Q: 3 clusters Score -1863942 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1864041.500000 Penalty: 4700.517578
	Iteration 6Q: 3 clusters Score -1864042 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1864122.375000 Penalty: 4700.517578
	Iteration 7Q: 3 clusters Score -1864122 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1864206.000000 Penalty: 4700.517578
	Iteration 8Q: 3 clusters Score -1864206 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1864265.250000 Penalty: 4700.517578
	Iteration 9Q: 3 clusters Score -1864265 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1864342.625000 Penalty: 4700.517578
	Iteration 10Q: 3 clusters Score -1864343 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1864437.375000 Penalty: 4700.517578
	Iteration 11Q: 3 clusters Score -1864437 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1864545.250000 Penalty: 4700.517578
	Iteration 12Q: 3 clusters Score -1864545 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1864666.875000 Penalty: 4700.517578
	Iteration 13Q: 3 clusters Score -1864667 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1864819.750000 Penalty: 4700.517578
	Iteration 14Q: 3 clusters Score -1864820 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1865023.750000 Penalty: 4700.517578
	Iteration 15Q: 3 clusters Score -1865024 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1865290.000000 Penalty: 4700.517578
	Iteration 16Q: 3 clusters Score -1865290 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1865616.625000 Penalty: 4700.517578
	Iteration 17Q: 3 clusters Score -1865617 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1866039.500000 Penalty: 4700.517578
	Iteration 18Q: 3 clusters Score -1866040 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1866456.500000 Penalty: 4700.517578
	Iteration 19Q: 3 clusters Score -1866456 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1866817.500000 Penalty: 4700.517578
	Iteration 20F: 3 clusters Score -1866818 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1867094.000000 Penalty: 4700.517578
	Iteration 21Q: 3 clusters Score -1867094 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1867300.375000 Penalty: 4700.517578
	Iteration 22Q: 3 clusters Score -1867300 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1867455.500000 Penalty: 4700.517578
	Iteration 23Q: 3 clusters Score -1867456 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1867550.250000 Penalty: 4700.517578
	Iteration 24Q: 3 clusters Score -1867550 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1867604.000000 Penalty: 4700.517578
	Iteration 25Q: 3 clusters Score -1867604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1867650.000000 Penalty: 4700.517578
	Iteration 26Q: 3 clusters Score -1867650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1867679.500000 Penalty: 4700.517578
	Iteration 27Q: 3 clusters Score -1867680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1867699.000000 Penalty: 4700.517578
	Iteration 28Q: 3 clusters Score -1867699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1867721.500000 Penalty: 4700.517578
	Iteration 29Q: 3 clusters Score -1867722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1867736.625000 Penalty: 4700.517578
	Iteration 30Q: 3 clusters Score -1867737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1867749.625000 Penalty: 4700.517578
	Iteration 31Q: 3 clusters Score -1867750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1867768.125000 Penalty: 4700.517578
	Iteration 32Q: 3 clusters Score -1867768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1867777.000000 Penalty: 4700.517578
	Iteration 33Q: 3 clusters Score -1867777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1867784.750000 Penalty: 4700.517578
	Iteration 34Q: 3 clusters Score -1867785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1867791.250000 Penalty: 4700.517578
	Iteration 35Q: 3 clusters Score -1867791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1867797.375000 Penalty: 4700.517578
	Iteration 36Q: 3 clusters Score -1867797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1867799.500000 Penalty: 4700.517578
	Iteration 37Q: 3 clusters Score -1867800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1867798.625000 Penalty: 4700.517578
	Iteration 38Q: 3 clusters Score -1867799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1867800.750000 Penalty: 4700.517578
	Iteration 39Q: 3 clusters Score -1867801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1867800.750000 Penalty: 4700.517578
	Iteration 40F: 3 clusters Score -1867801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (102412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Entering Unmasked Estep 
Score: -14607825.000000 Penalty: 2861.116211
	Iteration 0F: 2 clusters Score -1.460782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -14540894.000000 Penalty: 5722.232422
	Iteration 0F: 3 clusters Score -1.454089e+07 nChanged 48637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -14568557.000000 Penalty: 5722.232422
	Iteration 1F: 3 clusters Score -1.456856e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -14569081.000000 Penalty: 5722.232422
	Iteration 2Q: 3 clusters Score -1.456908e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -14569659.000000 Penalty: 5722.232422
	Iteration 3Q: 3 clusters Score -1.456966e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -14570366.000000 Penalty: 5722.232422
	Iteration 4Q: 3 clusters Score -1.457037e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -14571144.000000 Penalty: 5722.232422
	Iteration 5Q: 3 clusters Score -1.457114e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -14572332.000000 Penalty: 5722.232422
	Iteration 6Q: 3 clusters Score -1.457233e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -14574317.000000 Penalty: 5722.232422
	Iteration 7Q: 3 clusters Score -1.457432e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -14577718.000000 Penalty: 5722.232422
	Iteration 8F: 3 clusters Score -1.457772e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -14582486.000000 Penalty: 5722.232422
	Iteration 9F: 3 clusters Score -1.458249e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -14588653.000000 Penalty: 5722.232422
	Iteration 10F: 3 clusters Score -1.458865e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72938 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -14595350.000000 Penalty: 5722.232422
	Iteration 11F: 3 clusters Score -1.459535e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76150 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -14600089.000000 Penalty: 5722.232422
	Iteration 12F: 3 clusters Score -1.460009e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -14602131.000000 Penalty: 5722.232422
	Iteration 13Q: 3 clusters Score -1.460213e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -14603003.000000 Penalty: 5722.232422
	Iteration 14Q: 3 clusters Score -1.4603e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -14603487.000000 Penalty: 5722.232422
	Iteration 15Q: 3 clusters Score -1.460349e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -14603786.000000 Penalty: 5722.232422
	Iteration 16Q: 3 clusters Score -1.460379e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -14604159.000000 Penalty: 5722.232422
	Iteration 17Q: 3 clusters Score -1.460416e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -14604458.000000 Penalty: 5722.232422
	Iteration 18Q: 3 clusters Score -1.460446e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -14604773.000000 Penalty: 5722.232422
	Iteration 19Q: 3 clusters Score -1.460477e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -14605107.000000 Penalty: 5722.232422
	Iteration 20F: 3 clusters Score -1.460511e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -14605377.000000 Penalty: 5722.232422
	Iteration 21Q: 3 clusters Score -1.460538e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -14605632.000000 Penalty: 5722.232422
	Iteration 22Q: 3 clusters Score -1.460563e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -14605862.000000 Penalty: 5722.232422
	Iteration 23Q: 3 clusters Score -1.460586e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -14606030.000000 Penalty: 5722.232422
	Iteration 24Q: 3 clusters Score -1.460603e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90350 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -14606181.000000 Penalty: 5722.232422
	Iteration 25Q: 3 clusters Score -1.460618e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -14606276.000000 Penalty: 5722.232422
	Iteration 26Q: 3 clusters Score -1.460628e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -14606396.000000 Penalty: 5722.232422
	Iteration 27Q: 3 clusters Score -1.46064e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92065 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -14606487.000000 Penalty: 5722.232422
	Iteration 28Q: 3 clusters Score -1.460649e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -14606513.000000 Penalty: 5722.232422
	Iteration 29Q: 3 clusters Score -1.460651e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -14606525.000000 Penalty: 5722.232422
	Iteration 30Q: 3 clusters Score -1.460652e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93342 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -14606558.000000 Penalty: 5722.232422
	Iteration 31Q: 3 clusters Score -1.460656e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93766 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -14606578.000000 Penalty: 5722.232422
	Iteration 32Q: 3 clusters Score -1.460658e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94148 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -14606647.000000 Penalty: 5722.232422
	Iteration 33Q: 3 clusters Score -1.460665e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -14606667.000000 Penalty: 5722.232422
	Iteration 34Q: 3 clusters Score -1.460667e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -14606706.000000 Penalty: 5722.232422
	Iteration 35Q: 3 clusters Score -1.460671e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -14606687.000000 Penalty: 5722.232422
	Iteration 36Q: 3 clusters Score -1.460669e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -14606668.000000 Penalty: 5722.232422
	Iteration 37Q: 3 clusters Score -1.460667e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95629 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -14606702.000000 Penalty: 5722.232422
	Iteration 38Q: 3 clusters Score -1.46067e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -14606682.000000 Penalty: 5722.232422
	Iteration 39Q: 3 clusters Score -1.460668e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95969 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -14606669.000000 Penalty: 5722.232422
	Iteration 40F: 3 clusters Score -1.460667e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -14606687.000000 Penalty: 5722.232422
	Iteration 41Q: 3 clusters Score -1.460669e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96293 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -14606660.000000 Penalty: 5722.232422
	Iteration 42Q: 3 clusters Score -1.460666e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96448 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -14606642.000000 Penalty: 5722.232422
	Iteration 43Q: 3 clusters Score -1.460664e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96587 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -14606655.000000 Penalty: 5722.232422
	Iteration 44Q: 3 clusters Score -1.460666e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -14606640.000000 Penalty: 5722.232422
	Iteration 45Q: 3 clusters Score -1.460664e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -14606629.000000 Penalty: 5722.232422
	Iteration 46Q: 3 clusters Score -1.460663e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -14606602.000000 Penalty: 5722.232422
	Iteration 47Q: 3 clusters Score -1.46066e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97077 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -14606584.000000 Penalty: 5722.232422
	Iteration 48Q: 3 clusters Score -1.460658e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97194 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -14606582.000000 Penalty: 5722.232422
	Iteration 49Q: 3 clusters Score -1.460658e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97292 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -14606583.000000 Penalty: 5722.232422
	Iteration 50Q: 3 clusters Score -1.460658e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -14606612.000000 Penalty: 5722.232422
	Iteration 51Q: 3 clusters Score -1.460661e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -14606614.000000 Penalty: 5722.232422
	Iteration 52Q: 3 clusters Score -1.460661e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97633 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -14606631.000000 Penalty: 5722.232422
	Iteration 53Q: 3 clusters Score -1.460663e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -14606666.000000 Penalty: 5722.232422
	Iteration 54Q: 3 clusters Score -1.460667e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -14606674.000000 Penalty: 5722.232422
	Iteration 55Q: 3 clusters Score -1.460667e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -14606664.000000 Penalty: 5722.232422
	Iteration 56Q: 3 clusters Score -1.460666e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97977 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -14606675.000000 Penalty: 5722.232422
	Iteration 57Q: 3 clusters Score -1.460668e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -14606671.000000 Penalty: 5722.232422
	Iteration 58Q: 3 clusters Score -1.460667e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98126 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -14606697.000000 Penalty: 5722.232422
	Iteration 59Q: 3 clusters Score -1.46067e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98184 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -14606704.000000 Penalty: 5722.232422
	Iteration 60F: 3 clusters Score -1.46067e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -14606699.000000 Penalty: 5722.232422
	Iteration 61Q: 3 clusters Score -1.46067e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98295 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -14606702.000000 Penalty: 5722.232422
	Iteration 62Q: 3 clusters Score -1.46067e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98349 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -14606694.000000 Penalty: 5722.232422
	Iteration 63Q: 3 clusters Score -1.460669e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -14606687.000000 Penalty: 5722.232422
	Iteration 64Q: 3 clusters Score -1.460669e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98431 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -14606677.000000 Penalty: 5722.232422
	Iteration 65Q: 3 clusters Score -1.460668e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98464 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -14606660.000000 Penalty: 5722.232422
	Iteration 66Q: 3 clusters Score -1.460666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98492 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -14606650.000000 Penalty: 5722.232422
	Iteration 67Q: 3 clusters Score -1.460665e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -14606672.000000 Penalty: 5722.232422
	Iteration 68Q: 3 clusters Score -1.460667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98544 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -14606674.000000 Penalty: 5722.232422
	Iteration 69Q: 3 clusters Score -1.460667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -14606654.000000 Penalty: 5722.232422
	Iteration 70Q: 3 clusters Score -1.460665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98580 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -14606647.000000 Penalty: 5722.232422
	Iteration 71Q: 3 clusters Score -1.460665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98607 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -14606632.000000 Penalty: 5722.232422
	Iteration 72Q: 3 clusters Score -1.460663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98629 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -14606653.000000 Penalty: 5722.232422
	Iteration 73Q: 3 clusters Score -1.460665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98654 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -14606643.000000 Penalty: 5722.232422
	Iteration 74Q: 3 clusters Score -1.460664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -14606639.000000 Penalty: 5722.232422
	Iteration 75Q: 3 clusters Score -1.460664e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -14606637.000000 Penalty: 5722.232422
	Iteration 76Q: 3 clusters Score -1.460664e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -14606634.000000 Penalty: 5722.232422
	Iteration 77Q: 3 clusters Score -1.460663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98757 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -14606650.000000 Penalty: 5722.232422
	Iteration 78Q: 3 clusters Score -1.460665e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -14606638.000000 Penalty: 5722.232422
	Iteration 79Q: 3 clusters Score -1.460664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -14606637.000000 Penalty: 5722.232422
	Iteration 80F: 3 clusters Score -1.460664e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98862 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -14606620.000000 Penalty: 5722.232422
	Iteration 81Q: 3 clusters Score -1.460662e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -14606611.000000 Penalty: 5722.232422
	Iteration 82Q: 3 clusters Score -1.460661e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98930 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -14606583.000000 Penalty: 5722.232422
	Iteration 83Q: 3 clusters Score -1.460658e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98959 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -14606580.000000 Penalty: 5722.232422
	Iteration 84Q: 3 clusters Score -1.460658e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98987 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -14606572.000000 Penalty: 5722.232422
	Iteration 85Q: 3 clusters Score -1.460657e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99014 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -14606565.000000 Penalty: 5722.232422
	Iteration 86Q: 3 clusters Score -1.460656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99036 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -14606570.000000 Penalty: 5722.232422
	Iteration 87Q: 3 clusters Score -1.460657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99058 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -14606545.000000 Penalty: 5722.232422
	Iteration 88Q: 3 clusters Score -1.460654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99084 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -14606537.000000 Penalty: 5722.232422
	Iteration 89Q: 3 clusters Score -1.460654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99111 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -14606543.000000 Penalty: 5722.232422
	Iteration 90Q: 3 clusters Score -1.460654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -14606542.000000 Penalty: 5722.232422
	Iteration 91Q: 3 clusters Score -1.460654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99152 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -14606533.000000 Penalty: 5722.232422
	Iteration 92Q: 3 clusters Score -1.460653e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99177 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -14606522.000000 Penalty: 5722.232422
	Iteration 93Q: 3 clusters Score -1.460652e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -14606525.000000 Penalty: 5722.232422
	Iteration 94Q: 3 clusters Score -1.460652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99224 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -14606534.000000 Penalty: 5722.232422
	Iteration 95Q: 3 clusters Score -1.460653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -14606530.000000 Penalty: 5722.232422
	Iteration 96Q: 3 clusters Score -1.460653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99258 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -14606542.000000 Penalty: 5722.232422
	Iteration 97Q: 3 clusters Score -1.460654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -14606518.000000 Penalty: 5722.232422
	Iteration 98Q: 3 clusters Score -1.460652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -14606529.000000 Penalty: 5722.232422
	Iteration 99Q: 3 clusters Score -1.460653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99315 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -14606520.000000 Penalty: 5722.232422
	Iteration 100F: 3 clusters Score -1.460652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99332 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -14606516.000000 Penalty: 5722.232422
	Iteration 101Q: 3 clusters Score -1.460652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99347 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -14606508.000000 Penalty: 5722.232422
	Iteration 102Q: 3 clusters Score -1.460651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99363 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -14606529.000000 Penalty: 5722.232422
	Iteration 103Q: 3 clusters Score -1.460653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -14606516.000000 Penalty: 5722.232422
	Iteration 104Q: 3 clusters Score -1.460652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99389 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -14606517.000000 Penalty: 5722.232422
	Iteration 105Q: 3 clusters Score -1.460652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -14606517.000000 Penalty: 5722.232422
	Iteration 106Q: 3 clusters Score -1.460652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99414 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -14606522.000000 Penalty: 5722.232422
	Iteration 107Q: 3 clusters Score -1.460652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99420 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -14606519.000000 Penalty: 5722.232422
	Iteration 108Q: 3 clusters Score -1.460652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -14606515.000000 Penalty: 5722.232422
	Iteration 109Q: 3 clusters Score -1.460652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -14606526.000000 Penalty: 5722.232422
	Iteration 110Q: 3 clusters Score -1.460653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99430 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -14606523.000000 Penalty: 5722.232422
	Iteration 111Q: 3 clusters Score -1.460652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -14606526.000000 Penalty: 5722.232422
	Iteration 112Q: 3 clusters Score -1.460653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -14606526.000000 Penalty: 5722.232422
	Iteration 113F: 3 clusters Score -1.460653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Entering Unmasked Estep 
Score: -4713280.500000 Penalty: 2579.948975
	Iteration 0F: 2 clusters Score -4713280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -4690793.500000 Penalty: 5159.897949
	Iteration 0F: 3 clusters Score -4690794 nChanged 14921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4698969.000000 Penalty: 5159.897949
	Iteration 1F: 3 clusters Score -4698969 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -4699422.500000 Penalty: 5159.897949
	Iteration 2Q: 3 clusters Score -4699422 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4700016.500000 Penalty: 5159.897949
	Iteration 3Q: 3 clusters Score -4700016 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4700777.000000 Penalty: 5159.897949
	Iteration 4Q: 3 clusters Score -4700777 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -4701906.000000 Penalty: 5159.897949
	Iteration 5F: 3 clusters Score -4701906 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -4703617.500000 Penalty: 5159.897949
	Iteration 6F: 3 clusters Score -4703618 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -4705886.500000 Penalty: 5159.897949
	Iteration 7F: 3 clusters Score -4705886 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4708102.000000 Penalty: 5159.897949
	Iteration 8F: 3 clusters Score -4708102 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4709526.500000 Penalty: 5159.897949
	Iteration 9Q: 3 clusters Score -4709526 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4710319.500000 Penalty: 5159.897949
	Iteration 10Q: 3 clusters Score -4710320 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4710665.000000 Penalty: 5159.897949
	Iteration 11Q: 3 clusters Score -4710665 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -4710885.500000 Penalty: 5159.897949
	Iteration 12Q: 3 clusters Score -4710886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -4711015.000000 Penalty: 5159.897949
	Iteration 13Q: 3 clusters Score -4711015 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4711105.500000 Penalty: 5159.897949
	Iteration 14Q: 3 clusters Score -4711106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -4711168.500000 Penalty: 5159.897949
	Iteration 15Q: 3 clusters Score -4711168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4711195.500000 Penalty: 5159.897949
	Iteration 16Q: 3 clusters Score -4711196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4711205.500000 Penalty: 5159.897949
	Iteration 17Q: 3 clusters Score -4711206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4711223.000000 Penalty: 5159.897949
	Iteration 18Q: 3 clusters Score -4711223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4711220.500000 Penalty: 5159.897949
	Iteration 19Q: 3 clusters Score -4711220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4711226.500000 Penalty: 5159.897949
	Iteration 20F: 3 clusters Score -4711226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4711236.000000 Penalty: 5159.897949
	Iteration 21Q: 3 clusters Score -4711236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4711238.500000 Penalty: 5159.897949
	Iteration 22Q: 3 clusters Score -4711238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4711237.000000 Penalty: 5159.897949
	Iteration 23Q: 3 clusters Score -4711237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4711237.000000 Penalty: 5159.897949
	Iteration 24F: 3 clusters Score -4711237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Entering Unmasked Estep 
Score: -5850211.500000 Penalty: 2642.755127
	Iteration 0F: 2 clusters Score -5850212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -5821407.500000 Penalty: 5285.510254
	Iteration 0F: 3 clusters Score -5821408 nChanged 19574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -5832069.000000 Penalty: 5285.510254
	Iteration 1F: 3 clusters Score -5832069 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5832535.500000 Penalty: 5285.510254
	Iteration 2Q: 3 clusters Score -5832536 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5832886.000000 Penalty: 5285.510254
	Iteration 3Q: 3 clusters Score -5832886 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -5833193.000000 Penalty: 5285.510254
	Iteration 4Q: 3 clusters Score -5833193 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5833509.500000 Penalty: 5285.510254
	Iteration 5Q: 3 clusters Score -5833510 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -5833736.000000 Penalty: 5285.510254
	Iteration 6Q: 3 clusters Score -5833736 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -5833993.000000 Penalty: 5285.510254
	Iteration 7Q: 3 clusters Score -5833993 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -5834302.000000 Penalty: 5285.510254
	Iteration 8Q: 3 clusters Score -5834302 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5834650.000000 Penalty: 5285.510254
	Iteration 9Q: 3 clusters Score -5834650 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -5835088.500000 Penalty: 5285.510254
	Iteration 10Q: 3 clusters Score -5835088 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -5835603.500000 Penalty: 5285.510254
	Iteration 11Q: 3 clusters Score -5835604 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -5836249.000000 Penalty: 5285.510254
	Iteration 12Q: 3 clusters Score -5836249 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5837099.500000 Penalty: 5285.510254
	Iteration 13Q: 3 clusters Score -5837100 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -5838209.000000 Penalty: 5285.510254
	Iteration 14Q: 3 clusters Score -5838209 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -5839620.000000 Penalty: 5285.510254
	Iteration 15F: 3 clusters Score -5839620 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -5841218.000000 Penalty: 5285.510254
	Iteration 16F: 3 clusters Score -5841218 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -5843040.000000 Penalty: 5285.510254
	Iteration 17F: 3 clusters Score -5843040 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5844856.500000 Penalty: 5285.510254
	Iteration 18Q: 3 clusters Score -5844856 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5846357.500000 Penalty: 5285.510254
	Iteration 19Q: 3 clusters Score -5846358 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5847273.000000 Penalty: 5285.510254
	Iteration 20F: 3 clusters Score -5847273 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5847685.000000 Penalty: 5285.510254
	Iteration 21Q: 3 clusters Score -5847685 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5847826.000000 Penalty: 5285.510254
	Iteration 22Q: 3 clusters Score -5847826 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5847901.000000 Penalty: 5285.510254
	Iteration 23Q: 3 clusters Score -5847901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5847942.000000 Penalty: 5285.510254
	Iteration 24Q: 3 clusters Score -5847942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5847966.500000 Penalty: 5285.510254
	Iteration 25Q: 3 clusters Score -5847966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5847996.500000 Penalty: 5285.510254
	Iteration 26Q: 3 clusters Score -5847996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5848018.000000 Penalty: 5285.510254
	Iteration 27Q: 3 clusters Score -5848018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5848020.500000 Penalty: 5285.510254
	Iteration 28Q: 3 clusters Score -5848020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5848019.000000 Penalty: 5285.510254
	Iteration 29Q: 3 clusters Score -5848019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5848021.000000 Penalty: 5285.510254
	Iteration 30Q: 3 clusters Score -5848021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5848021.000000 Penalty: 5285.510254
	Iteration 31F: 3 clusters Score -5848021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -77802.765625 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -77802.77 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 318 members 
Entering Unmasked Estep 
Score: -76184.546875 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -76184.55 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76441.203125 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -76441.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76549.125000 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -76549.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76634.781250 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -76634.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76668.828125 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -76668.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76684.843750 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -76684.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76694.843750 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -76694.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76703.250000 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -76703.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76709.273438 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -76709.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76709.875000 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -76709.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76709.875000 Penalty: 3193.125000
	Iteration 10F: 3 clusters Score -76709.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -31252.373047 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -31252.37 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 141 members 
Entering Unmasked Estep 
Score: -29996.714844 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -29996.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30076.869141 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -30076.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30093.003906 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -30093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30095.593750 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -30095.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30095.593750 Penalty: 2765.670898
	Iteration 4F: 3 clusters Score -30095.59 nChanged 0
--- Evaluating fit on full set of 3174649 points ---
Entering Unmasked Estep 
Score: -432603616.000000 Penalty: 92818.390625
23->26 Clusters: Score -432603616.000000, best is -433696768.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1058216 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 46164 members 
Mstep: Class 3 contains 46127 members 
Mstep: Class 4 contains 45741 members 
Mstep: Class 5 contains 46025 members 
Mstep: Class 6 contains 45741 members 
Mstep: Class 7 contains 46304 members 
Mstep: Class 8 contains 45877 members 
Mstep: Class 9 contains 46059 members 
Mstep: Class 10 contains 45923 members 
Mstep: Class 11 contains 46328 members 
Mstep: Class 12 contains 46048 members 
Mstep: Class 13 contains 45626 members 
Mstep: Class 14 contains 46371 members 
Mstep: Class 15 contains 45822 members 
Mstep: Class 16 contains 45680 members 
Mstep: Class 17 contains 46060 members 
Mstep: Class 18 contains 45931 members 
Mstep: Class 19 contains 46406 members 
Mstep: Class 20 contains 46049 members 
Mstep: Class 21 contains 46223 members 
Mstep: Class 22 contains 46240 members 
Mstep: Class 23 contains 45973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 15.065842 but Gain 3440.281250
Score: -138289168.000000 Penalty: 75686.148438
Iteration 0F: 23 clusters Score -1.382892e+08 nChanged 1010751
Entering Unmasked Mstep 
Mstep: Class 0 contains 3234 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 26384 members 
Mstep: Class 3 contains 295500 members 
Mstep: Class 4 contains 13528 members 
Mstep: Class 5 contains 271 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 9 contains 197194 members 
Mstep: Class 10 contains 11342 members 
Mstep: Class 11 contains 29156 members 
Mstep: Class 12 contains 11633 members 
Mstep: Class 13 contains 175221 members 
Mstep: Class 14 contains 215303 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 16 contains 42079 members 
Mstep: Class 17 contains 6277 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 12952 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 177 members 
Mstep: Class 23 contains 4881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 197.683319 but Gain 3440.273438
Score: -145706160.000000 Penalty: 72245.875000
Iteration 1F: 22 clusters Score -1.457062e+08 nChanged 275313
Entering Unmasked Mstep 
Mstep: Class 0 contains 3001 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12460 members 
Mstep: Class 3 contains 284424 members 
Mstep: Class 4 contains 18440 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 9 contains 232057 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 34153 members 
Mstep: Class 12 contains 5907 members 
Mstep: Class 13 contains 181130 members 
Mstep: Class 14 contains 229621 members 
Mstep: Class 15 contains 77 members 
Mstep: Class 16 contains 27585 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 396 members 
Mstep: Class 20 contains 5944 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 6700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 278.961365 but Gain 3440.281250
Score: -145929184.000000 Penalty: 68805.593750
Iteration 2F: 21 clusters Score -1.459292e+08 nChanged 195849
Entering Unmasked Mstep 
Mstep: Class 0 contains 2512 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6807 members 
Mstep: Class 3 contains 253804 members 
Mstep: Class 4 contains 29588 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 7 contains 701 members 
Mstep: Class 9 contains 229004 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 5882 members 
Mstep: Class 13 contains 193730 members 
Mstep: Class 14 contains 246239 members 
Mstep: Class 16 contains 22420 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 3006 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 3714 members 
Mstep: Class 21 contains 711 members 
Mstep: Class 22 contains 263 members 
Mstep: Class 23 contains 14502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 485.931427 but Gain 3440.281250
Score: -146152512.000000 Penalty: 65365.312500
Iteration 3F: 20 clusters Score -1.461525e+08 nChanged 165843
Entering Unmasked Mstep 
Mstep: Class 0 contains 1919 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 3 contains 239155 members 
Mstep: Class 4 contains 41076 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 9 contains 204445 members 
Mstep: Class 10 contains 4150 members 
Mstep: Class 11 contains 36494 members 
Mstep: Class 12 contains 8249 members 
Mstep: Class 13 contains 201352 members 
Mstep: Class 14 contains 258551 members 
Mstep: Class 16 contains 20256 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 3006 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 23940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2151.994629 but Gain 3440.281250
Score: -146289760.000000 Penalty: 61925.031250
Iteration 4F: 19 clusters Score -1.462898e+08 nChanged 143287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1883 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 231154 members 
Mstep: Class 4 contains 51513 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 1667 members 
Mstep: Class 9 contains 187123 members 
Mstep: Class 10 contains 4831 members 
Mstep: Class 11 contains 36667 members 
Mstep: Class 12 contains 12683 members 
Mstep: Class 13 contains 196156 members 
Mstep: Class 14 contains 266542 members 
Mstep: Class 16 contains 19200 members 
Mstep: Class 18 contains 3706 members 
Mstep: Class 19 contains 1338 members 
Mstep: Class 20 contains 3492 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 215 members 
Mstep: Class 23 contains 32272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146398032.000000 Penalty: 61925.031250
Iteration 5F: 19 clusters Score -1.46398e+08 nChanged 131970
Entering Unmasked Mstep 
Mstep: Class 0 contains 1876 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 223159 members 
Mstep: Class 4 contains 61219 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 9 contains 176761 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 35819 members 
Mstep: Class 12 contains 18334 members 
Mstep: Class 13 contains 182865 members 
Mstep: Class 14 contains 273364 members 
Mstep: Class 16 contains 18409 members 
Mstep: Class 18 contains 4743 members 
Mstep: Class 19 contains 1301 members 
Mstep: Class 20 contains 4662 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 39930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146486496.000000 Penalty: 61925.031250
Iteration 6F: 19 clusters Score -1.464865e+08 nChanged 123295
Entering Unmasked Mstep 
Mstep: Class 0 contains 1873 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 215603 members 
Mstep: Class 4 contains 70794 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 9 contains 168358 members 
Mstep: Class 10 contains 7196 members 
Mstep: Class 11 contains 34075 members 
Mstep: Class 12 contains 24017 members 
Mstep: Class 13 contains 169263 members 
Mstep: Class 14 contains 277883 members 
Mstep: Class 16 contains 17493 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 1297 members 
Mstep: Class 20 contains 6928 members 
Mstep: Class 21 contains 1536 members 
Mstep: Class 22 contains 275 members 
Mstep: Class 23 contains 46949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146568336.000000 Penalty: 61925.031250
Iteration 7F: 19 clusters Score -1.465683e+08 nChanged 112588
Entering Unmasked Mstep 
Mstep: Class 0 contains 1871 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 208009 members 
Mstep: Class 4 contains 80630 members 
Mstep: Class 6 contains 1982 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 9 contains 161375 members 
Mstep: Class 10 contains 8949 members 
Mstep: Class 11 contains 32060 members 
Mstep: Class 12 contains 29131 members 
Mstep: Class 13 contains 160249 members 
Mstep: Class 14 contains 276355 members 
Mstep: Class 16 contains 16374 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 1298 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 2073 members 
Mstep: Class 22 contains 313 members 
Mstep: Class 23 contains 53230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146641472.000000 Penalty: 61925.031250
Iteration 8F: 19 clusters Score -1.466415e+08 nChanged 100851
Entering Unmasked Mstep 
Mstep: Class 0 contains 1870 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 202737 members 
Mstep: Class 4 contains 90942 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 1861 members 
Mstep: Class 9 contains 155760 members 
Mstep: Class 10 contains 10819 members 
Mstep: Class 11 contains 30371 members 
Mstep: Class 12 contains 33597 members 
Mstep: Class 13 contains 153472 members 
Mstep: Class 14 contains 268950 members 
Mstep: Class 16 contains 15230 members 
Mstep: Class 18 contains 8864 members 
Mstep: Class 19 contains 1298 members 
Mstep: Class 20 contains 13747 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 343 members 
Mstep: Class 23 contains 58780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146697312.000000 Penalty: 61925.031250
Iteration 9F: 19 clusters Score -1.466973e+08 nChanged 87228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 5303 members 
Mstep: Class 3 contains 197646 members 
Mstep: Class 4 contains 102128 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 9 contains 152347 members 
Mstep: Class 10 contains 12600 members 
Mstep: Class 11 contains 29177 members 
Mstep: Class 12 contains 37520 members 
Mstep: Class 13 contains 148123 members 
Mstep: Class 14 contains 257633 members 
Mstep: Class 16 contains 14292 members 
Mstep: Class 18 contains 10382 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 17073 members 
Mstep: Class 21 contains 2987 members 
Mstep: Class 22 contains 367 members 
Mstep: Class 23 contains 63611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146744592.000000 Penalty: 61925.031250
Iteration 10F: 19 clusters Score -1.467446e+08 nChanged 74614
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 5922 members 
Mstep: Class 3 contains 193011 members 
Mstep: Class 4 contains 113993 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 9 contains 149918 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 28410 members 
Mstep: Class 12 contains 41142 members 
Mstep: Class 13 contains 142599 members 
Mstep: Class 14 contains 244247 members 
Mstep: Class 16 contains 13728 members 
Mstep: Class 18 contains 12127 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 20166 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 385 members 
Mstep: Class 23 contains 67976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146782512.000000 Penalty: 61925.031250
Iteration 11F: 19 clusters Score -1.467825e+08 nChanged 66477
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 6721 members 
Mstep: Class 3 contains 188522 members 
Mstep: Class 4 contains 126358 members 
Mstep: Class 6 contains 2037 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 9 contains 148432 members 
Mstep: Class 10 contains 15856 members 
Mstep: Class 11 contains 28002 members 
Mstep: Class 12 contains 44665 members 
Mstep: Class 13 contains 136852 members 
Mstep: Class 14 contains 229061 members 
Mstep: Class 16 contains 13759 members 
Mstep: Class 18 contains 14033 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 23051 members 
Mstep: Class 21 contains 3458 members 
Mstep: Class 22 contains 390 members 
Mstep: Class 23 contains 72019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146816080.000000 Penalty: 61925.031250
Iteration 12F: 19 clusters Score -1.468161e+08 nChanged 60439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 184097 members 
Mstep: Class 4 contains 139342 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 1825 members 
Mstep: Class 9 contains 146438 members 
Mstep: Class 10 contains 17212 members 
Mstep: Class 11 contains 27832 members 
Mstep: Class 12 contains 48225 members 
Mstep: Class 13 contains 130692 members 
Mstep: Class 14 contains 213968 members 
Mstep: Class 16 contains 14220 members 
Mstep: Class 18 contains 15989 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 25833 members 
Mstep: Class 21 contains 3484 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 75668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146845728.000000 Penalty: 61925.031250
Iteration 13F: 19 clusters Score -1.468457e+08 nChanged 55855
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 8889 members 
Mstep: Class 3 contains 180241 members 
Mstep: Class 4 contains 152320 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 9 contains 143798 members 
Mstep: Class 10 contains 18364 members 
Mstep: Class 11 contains 27944 members 
Mstep: Class 12 contains 51534 members 
Mstep: Class 13 contains 124171 members 
Mstep: Class 14 contains 199776 members 
Mstep: Class 16 contains 15140 members 
Mstep: Class 18 contains 17780 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 28468 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 402 members 
Mstep: Class 23 contains 78967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146871440.000000 Penalty: 61925.031250
Iteration 14F: 19 clusters Score -1.468714e+08 nChanged 51611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 9963 members 
Mstep: Class 3 contains 176845 members 
Mstep: Class 4 contains 164926 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 9 contains 140714 members 
Mstep: Class 10 contains 19256 members 
Mstep: Class 11 contains 28487 members 
Mstep: Class 12 contains 54416 members 
Mstep: Class 13 contains 117986 members 
Mstep: Class 14 contains 186685 members 
Mstep: Class 16 contains 16385 members 
Mstep: Class 18 contains 19353 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 30927 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 81736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146893312.000000 Penalty: 61925.031250
Iteration 15Q: 19 clusters Score -1.468933e+08 nChanged 48301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 10950 members 
Mstep: Class 3 contains 174342 members 
Mstep: Class 4 contains 176101 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 1805 members 
Mstep: Class 9 contains 137423 members 
Mstep: Class 10 contains 19881 members 
Mstep: Class 11 contains 29376 members 
Mstep: Class 12 contains 56570 members 
Mstep: Class 13 contains 111615 members 
Mstep: Class 14 contains 175943 members 
Mstep: Class 16 contains 17811 members 
Mstep: Class 18 contains 20613 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 33228 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 84187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146907824.000000 Penalty: 61925.031250
Iteration 16Q: 19 clusters Score -1.469078e+08 nChanged 43274
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 11802 members 
Mstep: Class 3 contains 172585 members 
Mstep: Class 4 contains 184842 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 9 contains 134087 members 
Mstep: Class 10 contains 20309 members 
Mstep: Class 11 contains 30454 members 
Mstep: Class 12 contains 58501 members 
Mstep: Class 13 contains 105549 members 
Mstep: Class 14 contains 167680 members 
Mstep: Class 16 contains 19404 members 
Mstep: Class 18 contains 21623 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 35476 members 
Mstep: Class 21 contains 2386 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 86061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146917184.000000 Penalty: 61925.031250
Iteration 17Q: 19 clusters Score -1.469172e+08 nChanged 38120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 12565 members 
Mstep: Class 3 contains 171312 members 
Mstep: Class 4 contains 191079 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 9 contains 130893 members 
Mstep: Class 10 contains 20669 members 
Mstep: Class 11 contains 31590 members 
Mstep: Class 12 contains 60246 members 
Mstep: Class 13 contains 100350 members 
Mstep: Class 14 contains 161240 members 
Mstep: Class 16 contains 21278 members 
Mstep: Class 18 contains 22360 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 37693 members 
Mstep: Class 21 contains 2106 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 87375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146924720.000000 Penalty: 61925.031250
Iteration 18Q: 19 clusters Score -1.469247e+08 nChanged 33996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 13262 members 
Mstep: Class 3 contains 170327 members 
Mstep: Class 4 contains 194534 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 1761 members 
Mstep: Class 9 contains 127928 members 
Mstep: Class 10 contains 20995 members 
Mstep: Class 11 contains 32636 members 
Mstep: Class 12 contains 61887 members 
Mstep: Class 13 contains 95964 members 
Mstep: Class 14 contains 157181 members 
Mstep: Class 16 contains 23140 members 
Mstep: Class 18 contains 22834 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 39979 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 88141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146930576.000000 Penalty: 61925.031250
Iteration 19Q: 19 clusters Score -1.469306e+08 nChanged 29997
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 13954 members 
Mstep: Class 3 contains 169347 members 
Mstep: Class 4 contains 195868 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 9 contains 125146 members 
Mstep: Class 10 contains 21175 members 
Mstep: Class 11 contains 33567 members 
Mstep: Class 12 contains 63605 members 
Mstep: Class 13 contains 92544 members 
Mstep: Class 14 contains 154531 members 
Mstep: Class 16 contains 25030 members 
Mstep: Class 18 contains 23105 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 42346 members 
Mstep: Class 21 contains 1840 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 88683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146933216.000000 Penalty: 61925.031250
Iteration 20F: 19 clusters Score -1.469332e+08 nChanged 27288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 14625 members 
Mstep: Class 3 contains 168434 members 
Mstep: Class 4 contains 195528 members 
Mstep: Class 6 contains 2219 members 
Mstep: Class 7 contains 1677 members 
Mstep: Class 9 contains 122458 members 
Mstep: Class 10 contains 21337 members 
Mstep: Class 11 contains 34374 members 
Mstep: Class 12 contains 65307 members 
Mstep: Class 13 contains 89776 members 
Mstep: Class 14 contains 153076 members 
Mstep: Class 16 contains 26977 members 
Mstep: Class 18 contains 23257 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 44790 members 
Mstep: Class 21 contains 1786 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 23 contains 89010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146937136.000000 Penalty: 61925.031250
Iteration 21Q: 19 clusters Score -1.469371e+08 nChanged 24780
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 15282 members 
Mstep: Class 3 contains 167751 members 
Mstep: Class 4 contains 194183 members 
Mstep: Class 6 contains 2364 members 
Mstep: Class 7 contains 1536 members 
Mstep: Class 9 contains 119708 members 
Mstep: Class 10 contains 21411 members 
Mstep: Class 11 contains 35008 members 
Mstep: Class 12 contains 66920 members 
Mstep: Class 13 contains 87376 members 
Mstep: Class 14 contains 152433 members 
Mstep: Class 16 contains 28976 members 
Mstep: Class 18 contains 23336 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 47268 members 
Mstep: Class 21 contains 1765 members 
Mstep: Class 22 contains 419 members 
Mstep: Class 23 contains 89311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146940832.000000 Penalty: 61925.031250
Iteration 22Q: 19 clusters Score -1.469408e+08 nChanged 23095
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 15901 members 
Mstep: Class 3 contains 167165 members 
Mstep: Class 4 contains 192043 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 9 contains 117028 members 
Mstep: Class 10 contains 21487 members 
Mstep: Class 11 contains 35558 members 
Mstep: Class 12 contains 68481 members 
Mstep: Class 13 contains 85381 members 
Mstep: Class 14 contains 152138 members 
Mstep: Class 16 contains 31002 members 
Mstep: Class 18 contains 23371 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 49799 members 
Mstep: Class 21 contains 1756 members 
Mstep: Class 22 contains 420 members 
Mstep: Class 23 contains 89613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146945920.000000 Penalty: 61925.031250
Iteration 23Q: 19 clusters Score -1.469459e+08 nChanged 21734
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 16496 members 
Mstep: Class 3 contains 166519 members 
Mstep: Class 4 contains 189479 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 9 contains 114318 members 
Mstep: Class 10 contains 21496 members 
Mstep: Class 11 contains 36058 members 
Mstep: Class 12 contains 69951 members 
Mstep: Class 13 contains 83672 members 
Mstep: Class 14 contains 152357 members 
Mstep: Class 16 contains 33050 members 
Mstep: Class 18 contains 23352 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 52387 members 
Mstep: Class 21 contains 1746 members 
Mstep: Class 22 contains 420 members 
Mstep: Class 23 contains 89841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146949984.000000 Penalty: 61925.031250
Iteration 24Q: 19 clusters Score -1.4695e+08 nChanged 20335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 17114 members 
Mstep: Class 3 contains 165669 members 
Mstep: Class 4 contains 186694 members 
Mstep: Class 6 contains 3081 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 9 contains 111739 members 
Mstep: Class 10 contains 21449 members 
Mstep: Class 11 contains 36498 members 
Mstep: Class 12 contains 71285 members 
Mstep: Class 13 contains 82296 members 
Mstep: Class 14 contains 152738 members 
Mstep: Class 16 contains 35210 members 
Mstep: Class 18 contains 23249 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 54980 members 
Mstep: Class 21 contains 1739 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 90064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146954448.000000 Penalty: 61925.031250
Iteration 25Q: 19 clusters Score -1.469544e+08 nChanged 19393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 17647 members 
Mstep: Class 3 contains 164875 members 
Mstep: Class 4 contains 184007 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 761 members 
Mstep: Class 9 contains 109224 members 
Mstep: Class 10 contains 21386 members 
Mstep: Class 11 contains 36852 members 
Mstep: Class 12 contains 72462 members 
Mstep: Class 13 contains 80945 members 
Mstep: Class 14 contains 153099 members 
Mstep: Class 16 contains 37547 members 
Mstep: Class 18 contains 23198 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 57477 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 90264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146959712.000000 Penalty: 61925.031250
Iteration 26Q: 19 clusters Score -1.469597e+08 nChanged 18808
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 18089 members 
Mstep: Class 3 contains 163982 members 
Mstep: Class 4 contains 181522 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 730 members 
Mstep: Class 9 contains 106624 members 
Mstep: Class 10 contains 21292 members 
Mstep: Class 11 contains 37131 members 
Mstep: Class 12 contains 73687 members 
Mstep: Class 13 contains 79701 members 
Mstep: Class 14 contains 153487 members 
Mstep: Class 16 contains 39995 members 
Mstep: Class 18 contains 23158 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 59936 members 
Mstep: Class 21 contains 1733 members 
Mstep: Class 22 contains 427 members 
Mstep: Class 23 contains 90379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146963392.000000 Penalty: 61925.031250
Iteration 27Q: 19 clusters Score -1.469634e+08 nChanged 18327
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 18508 members 
Mstep: Class 3 contains 163069 members 
Mstep: Class 4 contains 179206 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 702 members 
Mstep: Class 9 contains 103879 members 
Mstep: Class 10 contains 21211 members 
Mstep: Class 11 contains 37351 members 
Mstep: Class 12 contains 74812 members 
Mstep: Class 13 contains 78502 members 
Mstep: Class 14 contains 153905 members 
Mstep: Class 16 contains 42526 members 
Mstep: Class 18 contains 23153 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 62414 members 
Mstep: Class 21 contains 1729 members 
Mstep: Class 22 contains 430 members 
Mstep: Class 23 contains 90447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146968016.000000 Penalty: 61925.031250
Iteration 28Q: 19 clusters Score -1.46968e+08 nChanged 18169
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 18885 members 
Mstep: Class 3 contains 162216 members 
Mstep: Class 4 contains 176906 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 686 members 
Mstep: Class 9 contains 101284 members 
Mstep: Class 10 contains 21143 members 
Mstep: Class 11 contains 37528 members 
Mstep: Class 12 contains 75851 members 
Mstep: Class 13 contains 77281 members 
Mstep: Class 14 contains 154441 members 
Mstep: Class 16 contains 45194 members 
Mstep: Class 18 contains 23141 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 64681 members 
Mstep: Class 21 contains 1726 members 
Mstep: Class 22 contains 431 members 
Mstep: Class 23 contains 90437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146972704.000000 Penalty: 61925.031250
Iteration 29Q: 19 clusters Score -1.469727e+08 nChanged 17544
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 19201 members 
Mstep: Class 3 contains 161407 members 
Mstep: Class 4 contains 174950 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 9 contains 98704 members 
Mstep: Class 10 contains 21078 members 
Mstep: Class 11 contains 37600 members 
Mstep: Class 12 contains 76866 members 
Mstep: Class 13 contains 75956 members 
Mstep: Class 14 contains 154992 members 
Mstep: Class 16 contains 47975 members 
Mstep: Class 18 contains 23076 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 66832 members 
Mstep: Class 21 contains 1731 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 90343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146976720.000000 Penalty: 61925.031250
Iteration 30Q: 19 clusters Score -1.469767e+08 nChanged 17335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 19457 members 
Mstep: Class 3 contains 160615 members 
Mstep: Class 4 contains 173193 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 7 contains 672 members 
Mstep: Class 9 contains 96193 members 
Mstep: Class 10 contains 21042 members 
Mstep: Class 11 contains 37605 members 
Mstep: Class 12 contains 77769 members 
Mstep: Class 13 contains 74705 members 
Mstep: Class 14 contains 155436 members 
Mstep: Class 16 contains 50883 members 
Mstep: Class 18 contains 23030 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 68805 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 90236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146980176.000000 Penalty: 61925.031250
Iteration 31Q: 19 clusters Score -1.469802e+08 nChanged 17146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 19725 members 
Mstep: Class 3 contains 159714 members 
Mstep: Class 4 contains 171596 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 669 members 
Mstep: Class 9 contains 93689 members 
Mstep: Class 10 contains 20989 members 
Mstep: Class 11 contains 37603 members 
Mstep: Class 12 contains 78613 members 
Mstep: Class 13 contains 73608 members 
Mstep: Class 14 contains 155984 members 
Mstep: Class 16 contains 53810 members 
Mstep: Class 18 contains 22970 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 70553 members 
Mstep: Class 21 contains 1740 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 90112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146984016.000000 Penalty: 61925.031250
Iteration 32Q: 19 clusters Score -1.46984e+08 nChanged 17038
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 20031 members 
Mstep: Class 3 contains 158644 members 
Mstep: Class 4 contains 170069 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 9 contains 91253 members 
Mstep: Class 10 contains 20952 members 
Mstep: Class 11 contains 37548 members 
Mstep: Class 12 contains 79420 members 
Mstep: Class 13 contains 72526 members 
Mstep: Class 14 contains 156828 members 
Mstep: Class 16 contains 56720 members 
Mstep: Class 18 contains 22893 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 72112 members 
Mstep: Class 21 contains 1742 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 89965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146987904.000000 Penalty: 61925.031250
Iteration 33Q: 19 clusters Score -1.469879e+08 nChanged 16807
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 20305 members 
Mstep: Class 3 contains 157618 members 
Mstep: Class 4 contains 168571 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 9 contains 88938 members 
Mstep: Class 10 contains 20902 members 
Mstep: Class 11 contains 37486 members 
Mstep: Class 12 contains 80185 members 
Mstep: Class 13 contains 71458 members 
Mstep: Class 14 contains 157797 members 
Mstep: Class 16 contains 59608 members 
Mstep: Class 18 contains 22751 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 73557 members 
Mstep: Class 21 contains 1748 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146991232.000000 Penalty: 61925.031250
Iteration 34Q: 19 clusters Score -1.469912e+08 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 20554 members 
Mstep: Class 3 contains 156424 members 
Mstep: Class 4 contains 167129 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 9 contains 86642 members 
Mstep: Class 10 contains 20820 members 
Mstep: Class 11 contains 37445 members 
Mstep: Class 12 contains 80935 members 
Mstep: Class 13 contains 70577 members 
Mstep: Class 14 contains 158771 members 
Mstep: Class 16 contains 62449 members 
Mstep: Class 18 contains 22619 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 74911 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146995488.000000 Penalty: 61925.031250
Iteration 35Q: 19 clusters Score -1.469955e+08 nChanged 15905
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 20796 members 
Mstep: Class 3 contains 155166 members 
Mstep: Class 4 contains 165814 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 9 contains 84448 members 
Mstep: Class 10 contains 20695 members 
Mstep: Class 11 contains 37380 members 
Mstep: Class 12 contains 81690 members 
Mstep: Class 13 contains 69824 members 
Mstep: Class 14 contains 159878 members 
Mstep: Class 16 contains 65051 members 
Mstep: Class 18 contains 22478 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 76183 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146998528.000000 Penalty: 61925.031250
Iteration 36Q: 19 clusters Score -1.469985e+08 nChanged 15300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 21092 members 
Mstep: Class 3 contains 154009 members 
Mstep: Class 4 contains 164717 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 9 contains 82325 members 
Mstep: Class 10 contains 20539 members 
Mstep: Class 11 contains 37291 members 
Mstep: Class 12 contains 82422 members 
Mstep: Class 13 contains 69073 members 
Mstep: Class 14 contains 160789 members 
Mstep: Class 16 contains 67557 members 
Mstep: Class 18 contains 22343 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 77331 members 
Mstep: Class 21 contains 1757 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147002480.000000 Penalty: 61925.031250
Iteration 37Q: 19 clusters Score -1.470025e+08 nChanged 14541
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 21446 members 
Mstep: Class 3 contains 152966 members 
Mstep: Class 4 contains 163760 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 9 contains 80374 members 
Mstep: Class 10 contains 20393 members 
Mstep: Class 11 contains 37212 members 
Mstep: Class 12 contains 83005 members 
Mstep: Class 13 contains 68348 members 
Mstep: Class 14 contains 161575 members 
Mstep: Class 16 contains 69917 members 
Mstep: Class 18 contains 22209 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 78354 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147003904.000000 Penalty: 61925.031250
Iteration 38Q: 19 clusters Score -1.470039e+08 nChanged 13673
Entering ConstructFrom: 
Score: -147003904.000000 Penalty: 61925.031250
Entering ConstructFrom: 
Trying to split cluster 2 (21778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Entering Unmasked Estep 
Score: -3099324.750000 Penalty: 2477.186523
	Iteration 0F: 2 clusters Score -3099325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3084096.500000 Penalty: 4954.373047
	Iteration 0F: 3 clusters Score -3084096 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3089298.000000 Penalty: 4954.373047
	Iteration 1F: 3 clusters Score -3089298 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3089697.500000 Penalty: 4954.373047
	Iteration 2F: 3 clusters Score -3089698 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3090029.250000 Penalty: 4954.373047
	Iteration 3Q: 3 clusters Score -3090029 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3090405.250000 Penalty: 4954.373047
	Iteration 4Q: 3 clusters Score -3090405 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3090882.000000 Penalty: 4954.373047
	Iteration 5Q: 3 clusters Score -3090882 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3091520.750000 Penalty: 4954.373047
	Iteration 6F: 3 clusters Score -3091521 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3092423.250000 Penalty: 4954.373047
	Iteration 7F: 3 clusters Score -3092423 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3093651.500000 Penalty: 4954.373047
	Iteration 8F: 3 clusters Score -3093652 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -3095020.750000 Penalty: 4954.373047
	Iteration 9F: 3 clusters Score -3095021 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3096061.000000 Penalty: 4954.373047
	Iteration 10F: 3 clusters Score -3096061 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -3096729.500000 Penalty: 4954.373047
	Iteration 11Q: 3 clusters Score -3096730 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -3097114.500000 Penalty: 4954.373047
	Iteration 12Q: 3 clusters Score -3097114 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3097346.000000 Penalty: 4954.373047
	Iteration 13Q: 3 clusters Score -3097346 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3097468.750000 Penalty: 4954.373047
	Iteration 14Q: 3 clusters Score -3097469 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3097528.250000 Penalty: 4954.373047
	Iteration 15Q: 3 clusters Score -3097528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3097564.250000 Penalty: 4954.373047
	Iteration 16Q: 3 clusters Score -3097564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3097590.750000 Penalty: 4954.373047
	Iteration 17Q: 3 clusters Score -3097591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3097604.250000 Penalty: 4954.373047
	Iteration 18Q: 3 clusters Score -3097604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3097612.750000 Penalty: 4954.373047
	Iteration 19Q: 3 clusters Score -3097613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3097616.250000 Penalty: 4954.373047
	Iteration 20F: 3 clusters Score -3097616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -3097623.000000 Penalty: 4954.373047
	Iteration 21Q: 3 clusters Score -3097623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -3097621.000000 Penalty: 4954.373047
	Iteration 22Q: 3 clusters Score -3097621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3097619.250000 Penalty: 4954.373047
	Iteration 23Q: 3 clusters Score -3097619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3097619.250000 Penalty: 4954.373047
	Iteration 24F: 3 clusters Score -3097619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (152140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152140 members 
Entering Unmasked Estep 
Score: -21612550.000000 Penalty: 2959.273926
	Iteration 0F: 2 clusters Score -2.161255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -21515982.000000 Penalty: 5918.547852
	Iteration 0F: 3 clusters Score -2.151598e+07 nChanged 72830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -21558480.000000 Penalty: 5918.547852
	Iteration 1F: 3 clusters Score -2.155848e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
Score: -21559830.000000 Penalty: 5918.547852
	Iteration 2Q: 3 clusters Score -2.155983e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -21561850.000000 Penalty: 5918.547852
	Iteration 3Q: 3 clusters Score -2.156185e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 95320 members 
Entering Unmasked Estep 
Score: -21565180.000000 Penalty: 5918.547852
	Iteration 4F: 3 clusters Score -2.156518e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 104820 members 
Entering Unmasked Estep 
Score: -21571262.000000 Penalty: 5918.547852
	Iteration 5F: 3 clusters Score -2.157126e+07 nChanged 12277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 116397 members 
Entering Unmasked Estep 
Score: -21580102.000000 Penalty: 5918.547852
	Iteration 6F: 3 clusters Score -2.15801e+07 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 128512 members 
Entering Unmasked Estep 
Score: -21590482.000000 Penalty: 5918.547852
	Iteration 7F: 3 clusters Score -2.159048e+07 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -21599474.000000 Penalty: 5918.547852
	Iteration 8F: 3 clusters Score -2.159947e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 144360 members 
Entering Unmasked Estep 
Score: -21605526.000000 Penalty: 5918.547852
	Iteration 9Q: 3 clusters Score -2.160553e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 147727 members 
Entering Unmasked Estep 
Score: -21608342.000000 Penalty: 5918.547852
	Iteration 10Q: 3 clusters Score -2.160834e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 149489 members 
Entering Unmasked Estep 
Score: -21609682.000000 Penalty: 5918.547852
	Iteration 11Q: 3 clusters Score -2.160968e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 150369 members 
Entering Unmasked Estep 
Score: -21610242.000000 Penalty: 5918.547852
	Iteration 12Q: 3 clusters Score -2.161024e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 150741 members 
Entering Unmasked Estep 
Score: -21610516.000000 Penalty: 5918.547852
	Iteration 13Q: 3 clusters Score -2.161052e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 150935 members 
Entering Unmasked Estep 
Score: -21610698.000000 Penalty: 5918.547852
	Iteration 14Q: 3 clusters Score -2.16107e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 151026 members 
Entering Unmasked Estep 
Score: -21610716.000000 Penalty: 5918.547852
	Iteration 15Q: 3 clusters Score -2.161072e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 151060 members 
Entering Unmasked Estep 
Score: -21610798.000000 Penalty: 5918.547852
	Iteration 16Q: 3 clusters Score -2.16108e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 151091 members 
Entering Unmasked Estep 
Score: -21610854.000000 Penalty: 5918.547852
	Iteration 17Q: 3 clusters Score -2.161085e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 151099 members 
Entering Unmasked Estep 
Score: -21610856.000000 Penalty: 5918.547852
	Iteration 18Q: 3 clusters Score -2.161086e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 151116 members 
Entering Unmasked Estep 
Score: -21610892.000000 Penalty: 5918.547852
	Iteration 19Q: 3 clusters Score -2.161089e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 151110 members 
Entering Unmasked Estep 
Score: -21610880.000000 Penalty: 5918.547852
	Iteration 20F: 3 clusters Score -2.161088e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 151104 members 
Entering Unmasked Estep 
Score: -21610920.000000 Penalty: 5918.547852
	Iteration 21Q: 3 clusters Score -2.161092e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 151108 members 
Entering Unmasked Estep 
Score: -21610932.000000 Penalty: 5918.547852
	Iteration 22Q: 3 clusters Score -2.161093e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 151119 members 
Entering Unmasked Estep 
Score: -21610916.000000 Penalty: 5918.547852
	Iteration 23Q: 3 clusters Score -2.161092e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -21610930.000000 Penalty: 5918.547852
	Iteration 24Q: 3 clusters Score -2.161093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 151133 members 
Entering Unmasked Estep 
Score: -21610942.000000 Penalty: 5918.547852
	Iteration 25Q: 3 clusters Score -2.161094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 151135 members 
Entering Unmasked Estep 
Score: -21610942.000000 Penalty: 5918.547852
	Iteration 26Q: 3 clusters Score -2.161094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 151139 members 
Entering Unmasked Estep 
Score: -21610920.000000 Penalty: 5918.547852
	Iteration 27Q: 3 clusters Score -2.161092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -21610948.000000 Penalty: 5918.547852
	Iteration 28Q: 3 clusters Score -2.161095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 151144 members 
Entering Unmasked Estep 
Score: -21610942.000000 Penalty: 5918.547852
	Iteration 29Q: 3 clusters Score -2.161094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 151140 members 
Entering Unmasked Estep 
Score: -21610960.000000 Penalty: 5918.547852
	Iteration 30Q: 3 clusters Score -2.161096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -21610964.000000 Penalty: 5918.547852
	Iteration 31Q: 3 clusters Score -2.161096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 151140 members 
Entering Unmasked Estep 
Score: -21610972.000000 Penalty: 5918.547852
	Iteration 32Q: 3 clusters Score -2.161097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -21610974.000000 Penalty: 5918.547852
	Iteration 33Q: 3 clusters Score -2.161097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -21610968.000000 Penalty: 5918.547852
	Iteration 34Q: 3 clusters Score -2.161097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 151142 members 
Entering Unmasked Estep 
Score: -21610974.000000 Penalty: 5918.547852
	Iteration 35Q: 3 clusters Score -2.161097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -21610976.000000 Penalty: 5918.547852
	Iteration 36Q: 3 clusters Score -2.161098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 151139 members 
Entering Unmasked Estep 
Score: -21610968.000000 Penalty: 5918.547852
	Iteration 37Q: 3 clusters Score -2.161097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 151140 members 
Entering Unmasked Estep 
Score: -21610982.000000 Penalty: 5918.547852
	Iteration 38Q: 3 clusters Score -2.161098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 151139 members 
Entering Unmasked Estep 
Score: -21610972.000000 Penalty: 5918.547852
	Iteration 39Q: 3 clusters Score -2.161097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -21610978.000000 Penalty: 5918.547852
	Iteration 40F: 3 clusters Score -2.161098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 151134 members 
Entering Unmasked Estep 
Score: -21610986.000000 Penalty: 5918.547852
	Iteration 41Q: 3 clusters Score -2.161099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 151134 members 
Entering Unmasked Estep 
Score: -21610986.000000 Penalty: 5918.547852
	Iteration 42F: 3 clusters Score -2.161099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (163010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163010 members 
Entering Unmasked Estep 
Score: -22853706.000000 Penalty: 2976.388672
	Iteration 0F: 2 clusters Score -2.285371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -22749836.000000 Penalty: 5952.777344
	Iteration 0F: 3 clusters Score -2.274984e+07 nChanged 78142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 87062 members 
Entering Unmasked Estep 
Score: -22795338.000000 Penalty: 5952.777344
	Iteration 1F: 3 clusters Score -2.279534e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -22796772.000000 Penalty: 5952.777344
	Iteration 2Q: 3 clusters Score -2.279677e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 96181 members 
Entering Unmasked Estep 
Score: -22799092.000000 Penalty: 5952.777344
	Iteration 3Q: 3 clusters Score -2.279909e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 104461 members 
Entering Unmasked Estep 
Score: -22803192.000000 Penalty: 5952.777344
	Iteration 4F: 3 clusters Score -2.280319e+07 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 116234 members 
Entering Unmasked Estep 
Score: -22811044.000000 Penalty: 5952.777344
	Iteration 5F: 3 clusters Score -2.281104e+07 nChanged 14945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -22823798.000000 Penalty: 5952.777344
	Iteration 6F: 3 clusters Score -2.28238e+07 nChanged 14973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 146126 members 
Entering Unmasked Estep 
Score: -22838384.000000 Penalty: 5952.777344
	Iteration 7F: 3 clusters Score -2.283838e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 156475 members 
Entering Unmasked Estep 
Score: -22846764.000000 Penalty: 5952.777344
	Iteration 8F: 3 clusters Score -2.284676e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 160900 members 
Entering Unmasked Estep 
Score: -22849774.000000 Penalty: 5952.777344
	Iteration 9Q: 3 clusters Score -2.284977e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 162189 members 
Entering Unmasked Estep 
Score: -22850734.000000 Penalty: 5952.777344
	Iteration 10Q: 3 clusters Score -2.285073e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 162535 members 
Entering Unmasked Estep 
Score: -22850974.000000 Penalty: 5952.777344
	Iteration 11Q: 3 clusters Score -2.285097e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 162634 members 
Entering Unmasked Estep 
Score: -22851122.000000 Penalty: 5952.777344
	Iteration 12Q: 3 clusters Score -2.285112e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 162667 members 
Entering Unmasked Estep 
Score: -22851164.000000 Penalty: 5952.777344
	Iteration 13Q: 3 clusters Score -2.285116e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 162677 members 
Entering Unmasked Estep 
Score: -22851194.000000 Penalty: 5952.777344
	Iteration 14Q: 3 clusters Score -2.285119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 162677 members 
Entering Unmasked Estep 
Score: -22851206.000000 Penalty: 5952.777344
	Iteration 15Q: 3 clusters Score -2.285121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 162681 members 
Entering Unmasked Estep 
Score: -22851238.000000 Penalty: 5952.777344
	Iteration 16Q: 3 clusters Score -2.285124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 162683 members 
Entering Unmasked Estep 
Score: -22851238.000000 Penalty: 5952.777344
	Iteration 17Q: 3 clusters Score -2.285124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 162689 members 
Entering Unmasked Estep 
Score: -22851258.000000 Penalty: 5952.777344
	Iteration 18Q: 3 clusters Score -2.285126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 162692 members 
Entering Unmasked Estep 
Score: -22851276.000000 Penalty: 5952.777344
	Iteration 19Q: 3 clusters Score -2.285128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 162694 members 
Entering Unmasked Estep 
Score: -22851266.000000 Penalty: 5952.777344
	Iteration 20F: 3 clusters Score -2.285127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 162696 members 
Entering Unmasked Estep 
Score: -22851280.000000 Penalty: 5952.777344
	Iteration 21Q: 3 clusters Score -2.285128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 162697 members 
Entering Unmasked Estep 
Score: -22851272.000000 Penalty: 5952.777344
	Iteration 22Q: 3 clusters Score -2.285127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 162703 members 
Entering Unmasked Estep 
Score: -22851280.000000 Penalty: 5952.777344
	Iteration 23Q: 3 clusters Score -2.285128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 162705 members 
Entering Unmasked Estep 
Score: -22851276.000000 Penalty: 5952.777344
	Iteration 24Q: 3 clusters Score -2.285128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 162705 members 
Entering Unmasked Estep 
Score: -22851276.000000 Penalty: 5952.777344
	Iteration 25F: 3 clusters Score -2.285128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -449203.937500 Penalty: 2005.276978
	Iteration 0F: 2 clusters Score -449203.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -445722.750000 Penalty: 4010.553955
	Iteration 0F: 3 clusters Score -445722.8 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -446471.500000 Penalty: 4010.553955
	Iteration 1F: 3 clusters Score -446471.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -446676.593750 Penalty: 4010.553955
	Iteration 2F: 3 clusters Score -446676.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -446865.593750 Penalty: 4010.553955
	Iteration 3F: 3 clusters Score -446865.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -447031.687500 Penalty: 4010.553955
	Iteration 4F: 3 clusters Score -447031.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -447199.343750 Penalty: 4010.553955
	Iteration 5Q: 3 clusters Score -447199.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -447361.093750 Penalty: 4010.553955
	Iteration 6Q: 3 clusters Score -447361.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -447539.656250 Penalty: 4010.553955
	Iteration 7Q: 3 clusters Score -447539.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -447707.000000 Penalty: 4010.553955
	Iteration 8Q: 3 clusters Score -447707 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -447938.937500 Penalty: 4010.553955
	Iteration 9Q: 3 clusters Score -447938.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -448342.250000 Penalty: 4010.553955
	Iteration 10F: 3 clusters Score -448342.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -449064.687500 Penalty: 4010.553955
	Iteration 11F: 3 clusters Score -449064.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -449627.312500 Penalty: 4010.553955
	Iteration 12F: 3 clusters Score -449627.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -449789.093750 Penalty: 4010.553955
	Iteration 13Q: 3 clusters Score -449789.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -449881.062500 Penalty: 4010.553955
	Iteration 14Q: 3 clusters Score -449881.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -449931.281250 Penalty: 4010.553955
	Iteration 15Q: 3 clusters Score -449931.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -449942.343750 Penalty: 4010.553955
	Iteration 16Q: 3 clusters Score -449942.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -449946.906250 Penalty: 4010.553955
	Iteration 17Q: 3 clusters Score -449946.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -449946.906250 Penalty: 4010.553955
	Iteration 18F: 3 clusters Score -449946.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21778 members 
Mstep: Class 3 contains 152140 members 
Mstep: Class 4 contains 163010 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 9 contains 78617 members 
Mstep: Class 10 contains 20250 members 
Mstep: Class 11 contains 37153 members 
Mstep: Class 12 contains 83588 members 
Mstep: Class 13 contains 67524 members 
Mstep: Class 14 contains 162027 members 
Mstep: Class 16 contains 72165 members 
Mstep: Class 18 contains 22026 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 79266 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89391 members 
Entering Unmasked Estep 
Score: -147004224.000000 Penalty: 65365.312500
Splitting cluster 6 changes total score from -147003904.000000 to -147004224.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -84138.070312 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -84138.07 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 341 members 
Entering Unmasked Estep 
Score: -82510.976562 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -82510.98 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82790.273438 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -82790.27 nChanged 44
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: -83005.210938 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -83005.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83147.359375 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -83147.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83347.078125 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -83347.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83529.421875 Penalty: 3225.383789
	Iteration 5F: 3 clusters Score -83529.42 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83717.406250 Penalty: 3225.383789
	Iteration 6F: 3 clusters Score -83717.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83812.539062 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -83812.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -83854.328125 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -83854.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -83890.312500 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -83890.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83923.421875 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -83923.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83946.171875 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -83946.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -83969.492188 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -83969.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -83976.312500 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -83976.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -83976.312500 Penalty: 3225.383789
	Iteration 14F: 3 clusters Score -83976.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78617 members 
Entering Unmasked Estep 
Score: -11185033.000000 Penalty: 2795.541260
	Iteration 0F: 2 clusters Score -1.118503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -11132211.000000 Penalty: 5591.082520
	Iteration 0F: 3 clusters Score -1.113221e+07 nChanged 36906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -11153015.000000 Penalty: 5591.082520
	Iteration 1F: 3 clusters Score -1.115302e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -11153518.000000 Penalty: 5591.082520
	Iteration 2Q: 3 clusters Score -1.115352e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -11154200.000000 Penalty: 5591.082520
	Iteration 3Q: 3 clusters Score -1.11542e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -11155033.000000 Penalty: 5591.082520
	Iteration 4Q: 3 clusters Score -1.115503e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -11156038.000000 Penalty: 5591.082520
	Iteration 5Q: 3 clusters Score -1.115604e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -11157504.000000 Penalty: 5591.082520
	Iteration 6Q: 3 clusters Score -1.11575e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -11159953.000000 Penalty: 5591.082520
	Iteration 7F: 3 clusters Score -1.115995e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -11163570.000000 Penalty: 5591.082520
	Iteration 8F: 3 clusters Score -1.116357e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -11168331.000000 Penalty: 5591.082520
	Iteration 9F: 3 clusters Score -1.116833e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -11173596.000000 Penalty: 5591.082520
	Iteration 10F: 3 clusters Score -1.11736e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -11177986.000000 Penalty: 5591.082520
	Iteration 11F: 3 clusters Score -1.117799e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -11180644.000000 Penalty: 5591.082520
	Iteration 12Q: 3 clusters Score -1.118064e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -11181844.000000 Penalty: 5591.082520
	Iteration 13Q: 3 clusters Score -1.118184e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -11182321.000000 Penalty: 5591.082520
	Iteration 14Q: 3 clusters Score -1.118232e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -11182533.000000 Penalty: 5591.082520
	Iteration 15Q: 3 clusters Score -1.118253e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
Score: -11182606.000000 Penalty: 5591.082520
	Iteration 16Q: 3 clusters Score -1.118261e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
Score: -11182660.000000 Penalty: 5591.082520
	Iteration 17Q: 3 clusters Score -1.118266e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -11182695.000000 Penalty: 5591.082520
	Iteration 18Q: 3 clusters Score -1.11827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 78156 members 
Entering Unmasked Estep 
Score: -11182723.000000 Penalty: 5591.082520
	Iteration 19Q: 3 clusters Score -1.118272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 78163 members 
Entering Unmasked Estep 
Score: -11182754.000000 Penalty: 5591.082520
	Iteration 20F: 3 clusters Score -1.118275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -11182753.000000 Penalty: 5591.082520
	Iteration 21Q: 3 clusters Score -1.118275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -11182765.000000 Penalty: 5591.082520
	Iteration 22Q: 3 clusters Score -1.118276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -11182775.000000 Penalty: 5591.082520
	Iteration 23Q: 3 clusters Score -1.118278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -11182785.000000 Penalty: 5591.082520
	Iteration 24Q: 3 clusters Score -1.118278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -11182785.000000 Penalty: 5591.082520
	Iteration 25Q: 3 clusters Score -1.118278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -11182792.000000 Penalty: 5591.082520
	Iteration 26Q: 3 clusters Score -1.118279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -11182789.000000 Penalty: 5591.082520
	Iteration 27Q: 3 clusters Score -1.118279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -11182791.000000 Penalty: 5591.082520
	Iteration 28Q: 3 clusters Score -1.118279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -11182791.000000 Penalty: 5591.082520
	Iteration 29F: 3 clusters Score -1.118279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Entering Unmasked Estep 
Score: -2888005.000000 Penalty: 2459.145508
	Iteration 0F: 2 clusters Score -2888005 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 10125 members 
Entering Unmasked Estep 
Score: -2873744.000000 Penalty: 4918.291016
	Iteration 0F: 3 clusters Score -2873744 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2878477.000000 Penalty: 4918.291016
	Iteration 1F: 3 clusters Score -2878477 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2878845.500000 Penalty: 4918.291016
	Iteration 2F: 3 clusters Score -2878846 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2879126.250000 Penalty: 4918.291016
	Iteration 3Q: 3 clusters Score -2879126 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2879344.750000 Penalty: 4918.291016
	Iteration 4Q: 3 clusters Score -2879345 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2879535.000000 Penalty: 4918.291016
	Iteration 5Q: 3 clusters Score -2879535 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2879721.500000 Penalty: 4918.291016
	Iteration 6Q: 3 clusters Score -2879722 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2879951.500000 Penalty: 4918.291016
	Iteration 7Q: 3 clusters Score -2879952 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2880229.250000 Penalty: 4918.291016
	Iteration 8Q: 3 clusters Score -2880229 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2880530.250000 Penalty: 4918.291016
	Iteration 9Q: 3 clusters Score -2880530 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2880906.250000 Penalty: 4918.291016
	Iteration 10Q: 3 clusters Score -2880906 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2881364.750000 Penalty: 4918.291016
	Iteration 11Q: 3 clusters Score -2881365 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2881845.750000 Penalty: 4918.291016
	Iteration 12Q: 3 clusters Score -2881846 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2882328.750000 Penalty: 4918.291016
	Iteration 13Q: 3 clusters Score -2882329 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2882790.000000 Penalty: 4918.291016
	Iteration 14Q: 3 clusters Score -2882790 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2883186.750000 Penalty: 4918.291016
	Iteration 15Q: 3 clusters Score -2883187 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2883455.500000 Penalty: 4918.291016
	Iteration 16Q: 3 clusters Score -2883456 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2883595.250000 Penalty: 4918.291016
	Iteration 17Q: 3 clusters Score -2883595 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2883734.250000 Penalty: 4918.291016
	Iteration 18Q: 3 clusters Score -2883734 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2883833.500000 Penalty: 4918.291016
	Iteration 19Q: 3 clusters Score -2883834 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2883928.750000 Penalty: 4918.291016
	Iteration 20F: 3 clusters Score -2883929 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2884011.500000 Penalty: 4918.291016
	Iteration 21Q: 3 clusters Score -2884012 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2884081.250000 Penalty: 4918.291016
	Iteration 22Q: 3 clusters Score -2884081 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2884136.250000 Penalty: 4918.291016
	Iteration 23Q: 3 clusters Score -2884136 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2884190.250000 Penalty: 4918.291016
	Iteration 24Q: 3 clusters Score -2884190 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2884263.250000 Penalty: 4918.291016
	Iteration 25Q: 3 clusters Score -2884263 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2884332.250000 Penalty: 4918.291016
	Iteration 26Q: 3 clusters Score -2884332 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2884417.000000 Penalty: 4918.291016
	Iteration 27Q: 3 clusters Score -2884417 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2884490.500000 Penalty: 4918.291016
	Iteration 28Q: 3 clusters Score -2884490 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2884560.000000 Penalty: 4918.291016
	Iteration 29Q: 3 clusters Score -2884560 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2884638.500000 Penalty: 4918.291016
	Iteration 30Q: 3 clusters Score -2884638 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2884729.250000 Penalty: 4918.291016
	Iteration 31Q: 3 clusters Score -2884729 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2884817.000000 Penalty: 4918.291016
	Iteration 32Q: 3 clusters Score -2884817 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2884885.250000 Penalty: 4918.291016
	Iteration 33Q: 3 clusters Score -2884885 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2884980.500000 Penalty: 4918.291016
	Iteration 34Q: 3 clusters Score -2884980 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2885090.250000 Penalty: 4918.291016
	Iteration 35Q: 3 clusters Score -2885090 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2885190.750000 Penalty: 4918.291016
	Iteration 36Q: 3 clusters Score -2885191 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2885294.000000 Penalty: 4918.291016
	Iteration 37Q: 3 clusters Score -2885294 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2885373.500000 Penalty: 4918.291016
	Iteration 38Q: 3 clusters Score -2885374 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2885444.750000 Penalty: 4918.291016
	Iteration 39Q: 3 clusters Score -2885445 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2885491.750000 Penalty: 4918.291016
	Iteration 40F: 3 clusters Score -2885492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2885536.500000 Penalty: 4918.291016
	Iteration 41Q: 3 clusters Score -2885536 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2885574.000000 Penalty: 4918.291016
	Iteration 42Q: 3 clusters Score -2885574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2885603.000000 Penalty: 4918.291016
	Iteration 43Q: 3 clusters Score -2885603 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2885637.500000 Penalty: 4918.291016
	Iteration 44Q: 3 clusters Score -2885638 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2885681.500000 Penalty: 4918.291016
	Iteration 45Q: 3 clusters Score -2885682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2885718.250000 Penalty: 4918.291016
	Iteration 46Q: 3 clusters Score -2885718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2885744.250000 Penalty: 4918.291016
	Iteration 47Q: 3 clusters Score -2885744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2885776.000000 Penalty: 4918.291016
	Iteration 48Q: 3 clusters Score -2885776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2885800.000000 Penalty: 4918.291016
	Iteration 49Q: 3 clusters Score -2885800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2885819.500000 Penalty: 4918.291016
	Iteration 50Q: 3 clusters Score -2885820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2885830.500000 Penalty: 4918.291016
	Iteration 51Q: 3 clusters Score -2885830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2885844.250000 Penalty: 4918.291016
	Iteration 52Q: 3 clusters Score -2885844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2885855.000000 Penalty: 4918.291016
	Iteration 53Q: 3 clusters Score -2885855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2885868.500000 Penalty: 4918.291016
	Iteration 54Q: 3 clusters Score -2885868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2885879.500000 Penalty: 4918.291016
	Iteration 55Q: 3 clusters Score -2885880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2885886.250000 Penalty: 4918.291016
	Iteration 56Q: 3 clusters Score -2885886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -2885901.500000 Penalty: 4918.291016
	Iteration 57Q: 3 clusters Score -2885902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2885908.500000 Penalty: 4918.291016
	Iteration 58Q: 3 clusters Score -2885908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2885913.250000 Penalty: 4918.291016
	Iteration 59Q: 3 clusters Score -2885913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2885917.000000 Penalty: 4918.291016
	Iteration 60F: 3 clusters Score -2885917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2885920.500000 Penalty: 4918.291016
	Iteration 61Q: 3 clusters Score -2885920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2885921.750000 Penalty: 4918.291016
	Iteration 62Q: 3 clusters Score -2885922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2885925.250000 Penalty: 4918.291016
	Iteration 63Q: 3 clusters Score -2885925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2885926.500000 Penalty: 4918.291016
	Iteration 64Q: 3 clusters Score -2885926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2885929.500000 Penalty: 4918.291016
	Iteration 65Q: 3 clusters Score -2885930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2885932.000000 Penalty: 4918.291016
	Iteration 66Q: 3 clusters Score -2885932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2885932.000000 Penalty: 4918.291016
	Iteration 67F: 3 clusters Score -2885932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Entering Unmasked Estep 
Score: -5098257.500000 Penalty: 2609.654297
	Iteration 0F: 2 clusters Score -5098258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -5072907.500000 Penalty: 5219.308594
	Iteration 0F: 3 clusters Score -5072908 nChanged 16991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -5082482.000000 Penalty: 5219.308594
	Iteration 1F: 3 clusters Score -5082482 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -5083284.500000 Penalty: 5219.308594
	Iteration 2Q: 3 clusters Score -5083284 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -5084320.000000 Penalty: 5219.308594
	Iteration 3F: 3 clusters Score -5084320 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -5085568.000000 Penalty: 5219.308594
	Iteration 4F: 3 clusters Score -5085568 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -5086976.000000 Penalty: 5219.308594
	Iteration 5F: 3 clusters Score -5086976 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -5088336.000000 Penalty: 5219.308594
	Iteration 6F: 3 clusters Score -5088336 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -5089425.500000 Penalty: 5219.308594
	Iteration 7F: 3 clusters Score -5089426 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -5090165.000000 Penalty: 5219.308594
	Iteration 8Q: 3 clusters Score -5090165 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -5090717.500000 Penalty: 5219.308594
	Iteration 9Q: 3 clusters Score -5090718 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -5091052.500000 Penalty: 5219.308594
	Iteration 10Q: 3 clusters Score -5091052 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -5091310.500000 Penalty: 5219.308594
	Iteration 11Q: 3 clusters Score -5091310 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -5091507.500000 Penalty: 5219.308594
	Iteration 12Q: 3 clusters Score -5091508 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -5091687.500000 Penalty: 5219.308594
	Iteration 13Q: 3 clusters Score -5091688 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -5091900.000000 Penalty: 5219.308594
	Iteration 14Q: 3 clusters Score -5091900 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -5092102.500000 Penalty: 5219.308594
	Iteration 15Q: 3 clusters Score -5092102 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -5092303.000000 Penalty: 5219.308594
	Iteration 16Q: 3 clusters Score -5092303 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -5092525.000000 Penalty: 5219.308594
	Iteration 17Q: 3 clusters Score -5092525 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -5092793.500000 Penalty: 5219.308594
	Iteration 18Q: 3 clusters Score -5092794 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -5093088.000000 Penalty: 5219.308594
	Iteration 19Q: 3 clusters Score -5093088 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5093420.000000 Penalty: 5219.308594
	Iteration 20F: 3 clusters Score -5093420 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -5093801.000000 Penalty: 5219.308594
	Iteration 21Q: 3 clusters Score -5093801 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -5094348.000000 Penalty: 5219.308594
	Iteration 22Q: 3 clusters Score -5094348 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5094928.000000 Penalty: 5219.308594
	Iteration 23Q: 3 clusters Score -5094928 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5095696.000000 Penalty: 5219.308594
	Iteration 24Q: 3 clusters Score -5095696 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5096460.500000 Penalty: 5219.308594
	Iteration 25Q: 3 clusters Score -5096460 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5096724.500000 Penalty: 5219.308594
	Iteration 26Q: 3 clusters Score -5096724 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5096835.000000 Penalty: 5219.308594
	Iteration 27Q: 3 clusters Score -5096835 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5096894.500000 Penalty: 5219.308594
	Iteration 28Q: 3 clusters Score -5096894 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5096937.000000 Penalty: 5219.308594
	Iteration 29Q: 3 clusters Score -5096937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5096950.000000 Penalty: 5219.308594
	Iteration 30Q: 3 clusters Score -5096950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5096952.500000 Penalty: 5219.308594
	Iteration 31Q: 3 clusters Score -5096952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5096963.000000 Penalty: 5219.308594
	Iteration 32Q: 3 clusters Score -5096963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5096960.500000 Penalty: 5219.308594
	Iteration 33Q: 3 clusters Score -5096960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5096963.000000 Penalty: 5219.308594
	Iteration 34Q: 3 clusters Score -5096963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5096960.000000 Penalty: 5219.308594
	Iteration 35Q: 3 clusters Score -5096960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5096973.000000 Penalty: 5219.308594
	Iteration 36Q: 3 clusters Score -5096973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5096976.000000 Penalty: 5219.308594
	Iteration 37Q: 3 clusters Score -5096976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5096971.500000 Penalty: 5219.308594
	Iteration 38Q: 3 clusters Score -5096972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5096966.000000 Penalty: 5219.308594
	Iteration 39Q: 3 clusters Score -5096966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5096968.000000 Penalty: 5219.308594
	Iteration 40F: 3 clusters Score -5096968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5096968.500000 Penalty: 5219.308594
	Iteration 41Q: 3 clusters Score -5096968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5096968.000000 Penalty: 5219.308594
	Iteration 42Q: 3 clusters Score -5096968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5096968.000000 Penalty: 5219.308594
	Iteration 43F: 3 clusters Score -5096968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (83588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Entering Unmasked Estep 
Score: -11902836.000000 Penalty: 2810.746582
	Iteration 0F: 2 clusters Score -1.190284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -11846958.000000 Penalty: 5621.493164
	Iteration 0F: 3 clusters Score -1.184696e+07 nChanged 39314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -11869164.000000 Penalty: 5621.493164
	Iteration 1F: 3 clusters Score -1.186916e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -11869989.000000 Penalty: 5621.493164
	Iteration 2Q: 3 clusters Score -1.186999e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -11871135.000000 Penalty: 5621.493164
	Iteration 3Q: 3 clusters Score -1.187114e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -11872919.000000 Penalty: 5621.493164
	Iteration 4Q: 3 clusters Score -1.187292e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -11875750.000000 Penalty: 5621.493164
	Iteration 5F: 3 clusters Score -1.187575e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -11880052.000000 Penalty: 5621.493164
	Iteration 6F: 3 clusters Score -1.188005e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -11885857.000000 Penalty: 5621.493164
	Iteration 7F: 3 clusters Score -1.188586e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -11891739.000000 Penalty: 5621.493164
	Iteration 8F: 3 clusters Score -1.189174e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -11896355.000000 Penalty: 5621.493164
	Iteration 9F: 3 clusters Score -1.189636e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -11898955.000000 Penalty: 5621.493164
	Iteration 10Q: 3 clusters Score -1.189896e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -11900196.000000 Penalty: 5621.493164
	Iteration 11Q: 3 clusters Score -1.19002e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -11900776.000000 Penalty: 5621.493164
	Iteration 12Q: 3 clusters Score -1.190078e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -11901048.000000 Penalty: 5621.493164
	Iteration 13Q: 3 clusters Score -1.190105e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -11901218.000000 Penalty: 5621.493164
	Iteration 14Q: 3 clusters Score -1.190122e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -11901316.000000 Penalty: 5621.493164
	Iteration 15Q: 3 clusters Score -1.190132e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11901371.000000 Penalty: 5621.493164
	Iteration 16Q: 3 clusters Score -1.190137e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -11901426.000000 Penalty: 5621.493164
	Iteration 17Q: 3 clusters Score -1.190143e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11901463.000000 Penalty: 5621.493164
	Iteration 18Q: 3 clusters Score -1.190146e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -11901499.000000 Penalty: 5621.493164
	Iteration 19Q: 3 clusters Score -1.19015e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11901529.000000 Penalty: 5621.493164
	Iteration 20F: 3 clusters Score -1.190153e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -11901543.000000 Penalty: 5621.493164
	Iteration 21Q: 3 clusters Score -1.190154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11901549.000000 Penalty: 5621.493164
	Iteration 22Q: 3 clusters Score -1.190155e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11901544.000000 Penalty: 5621.493164
	Iteration 23Q: 3 clusters Score -1.190154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11901533.000000 Penalty: 5621.493164
	Iteration 24Q: 3 clusters Score -1.190153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11901544.000000 Penalty: 5621.493164
	Iteration 25Q: 3 clusters Score -1.190154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11901548.000000 Penalty: 5621.493164
	Iteration 26Q: 3 clusters Score -1.190155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11901564.000000 Penalty: 5621.493164
	Iteration 27Q: 3 clusters Score -1.190156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11901565.000000 Penalty: 5621.493164
	Iteration 28Q: 3 clusters Score -1.190156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -11901567.000000 Penalty: 5621.493164
	Iteration 29Q: 3 clusters Score -1.190157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -11901565.000000 Penalty: 5621.493164
	Iteration 30Q: 3 clusters Score -1.190156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11901561.000000 Penalty: 5621.493164
	Iteration 31Q: 3 clusters Score -1.190156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11901561.000000 Penalty: 5621.493164
	Iteration 32F: 3 clusters Score -1.190156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Entering Unmasked Estep 
Score: -9662893.000000 Penalty: 2757.819092
	Iteration 0F: 2 clusters Score -9662893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -9617684.000000 Penalty: 5515.638184
	Iteration 0F: 3 clusters Score -9617684 nChanged 31401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -9635170.000000 Penalty: 5515.638184
	Iteration 1F: 3 clusters Score -9635170 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -9635667.000000 Penalty: 5515.638184
	Iteration 2Q: 3 clusters Score -9635667 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -9636290.000000 Penalty: 5515.638184
	Iteration 3Q: 3 clusters Score -9636290 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -9637007.000000 Penalty: 5515.638184
	Iteration 4Q: 3 clusters Score -9637007 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -9637999.000000 Penalty: 5515.638184
	Iteration 5Q: 3 clusters Score -9637999 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -9639641.000000 Penalty: 5515.638184
	Iteration 6Q: 3 clusters Score -9639641 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -9642308.000000 Penalty: 5515.638184
	Iteration 7F: 3 clusters Score -9642308 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -9646413.000000 Penalty: 5515.638184
	Iteration 8F: 3 clusters Score -9646413 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -9651335.000000 Penalty: 5515.638184
	Iteration 9F: 3 clusters Score -9651335 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -9655665.000000 Penalty: 5515.638184
	Iteration 10F: 3 clusters Score -9655665 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -9658444.000000 Penalty: 5515.638184
	Iteration 11Q: 3 clusters Score -9658444 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -9659578.000000 Penalty: 5515.638184
	Iteration 12Q: 3 clusters Score -9659578 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -9659943.000000 Penalty: 5515.638184
	Iteration 13Q: 3 clusters Score -9659943 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -9660129.000000 Penalty: 5515.638184
	Iteration 14Q: 3 clusters Score -9660129 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -9660231.000000 Penalty: 5515.638184
	Iteration 15Q: 3 clusters Score -9660231 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -9660291.000000 Penalty: 5515.638184
	Iteration 16Q: 3 clusters Score -9660291 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -9660396.000000 Penalty: 5515.638184
	Iteration 17Q: 3 clusters Score -9660396 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -9660481.000000 Penalty: 5515.638184
	Iteration 18Q: 3 clusters Score -9660481 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -9660492.000000 Penalty: 5515.638184
	Iteration 19Q: 3 clusters Score -9660492 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -9660522.000000 Penalty: 5515.638184
	Iteration 20F: 3 clusters Score -9660522 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -9660513.000000 Penalty: 5515.638184
	Iteration 21Q: 3 clusters Score -9660513 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -9660545.000000 Penalty: 5515.638184
	Iteration 22Q: 3 clusters Score -9660545 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -9660569.000000 Penalty: 5515.638184
	Iteration 23Q: 3 clusters Score -9660569 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -9660598.000000 Penalty: 5515.638184
	Iteration 24Q: 3 clusters Score -9660598 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -9660632.000000 Penalty: 5515.638184
	Iteration 25Q: 3 clusters Score -9660632 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -9660655.000000 Penalty: 5515.638184
	Iteration 26Q: 3 clusters Score -9660655 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -9660664.000000 Penalty: 5515.638184
	Iteration 27Q: 3 clusters Score -9660664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -9660675.000000 Penalty: 5515.638184
	Iteration 28Q: 3 clusters Score -9660675 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -9660717.000000 Penalty: 5515.638184
	Iteration 29Q: 3 clusters Score -9660717 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -9660743.000000 Penalty: 5515.638184
	Iteration 30Q: 3 clusters Score -9660743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -9660742.000000 Penalty: 5515.638184
	Iteration 31Q: 3 clusters Score -9660742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -9660736.000000 Penalty: 5515.638184
	Iteration 32Q: 3 clusters Score -9660736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -9660728.000000 Penalty: 5515.638184
	Iteration 33Q: 3 clusters Score -9660728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -9660758.000000 Penalty: 5515.638184
	Iteration 34Q: 3 clusters Score -9660758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -9660792.000000 Penalty: 5515.638184
	Iteration 35Q: 3 clusters Score -9660792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -9660815.000000 Penalty: 5515.638184
	Iteration 36Q: 3 clusters Score -9660815 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -9660827.000000 Penalty: 5515.638184
	Iteration 37Q: 3 clusters Score -9660827 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -9660853.000000 Penalty: 5515.638184
	Iteration 38Q: 3 clusters Score -9660853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -9660850.000000 Penalty: 5515.638184
	Iteration 39Q: 3 clusters Score -9660850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -9660854.000000 Penalty: 5515.638184
	Iteration 40F: 3 clusters Score -9660854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -9660865.000000 Penalty: 5515.638184
	Iteration 41Q: 3 clusters Score -9660865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -9660875.000000 Penalty: 5515.638184
	Iteration 42Q: 3 clusters Score -9660875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -9660892.000000 Penalty: 5515.638184
	Iteration 43Q: 3 clusters Score -9660892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -9660902.000000 Penalty: 5515.638184
	Iteration 44Q: 3 clusters Score -9660902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -9660904.000000 Penalty: 5515.638184
	Iteration 45Q: 3 clusters Score -9660904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -9660921.000000 Penalty: 5515.638184
	Iteration 46Q: 3 clusters Score -9660921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -9660901.000000 Penalty: 5515.638184
	Iteration 47Q: 3 clusters Score -9660901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -9660935.000000 Penalty: 5515.638184
	Iteration 48Q: 3 clusters Score -9660935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -9660940.000000 Penalty: 5515.638184
	Iteration 49Q: 3 clusters Score -9660940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -9660958.000000 Penalty: 5515.638184
	Iteration 50Q: 3 clusters Score -9660958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -9660965.000000 Penalty: 5515.638184
	Iteration 51Q: 3 clusters Score -9660965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -9660974.000000 Penalty: 5515.638184
	Iteration 52Q: 3 clusters Score -9660974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -9660967.000000 Penalty: 5515.638184
	Iteration 53Q: 3 clusters Score -9660967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -9660982.000000 Penalty: 5515.638184
	Iteration 54Q: 3 clusters Score -9660982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -9660975.000000 Penalty: 5515.638184
	Iteration 55Q: 3 clusters Score -9660975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -9660981.000000 Penalty: 5515.638184
	Iteration 56Q: 3 clusters Score -9660981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -9660985.000000 Penalty: 5515.638184
	Iteration 57Q: 3 clusters Score -9660985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -9660992.000000 Penalty: 5515.638184
	Iteration 58Q: 3 clusters Score -9660992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -9661002.000000 Penalty: 5515.638184
	Iteration 59Q: 3 clusters Score -9661002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -9660997.000000 Penalty: 5515.638184
	Iteration 60F: 3 clusters Score -9660997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -9661007.000000 Penalty: 5515.638184
	Iteration 61Q: 3 clusters Score -9661007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -9661001.000000 Penalty: 5515.638184
	Iteration 62Q: 3 clusters Score -9661001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -9661010.000000 Penalty: 5515.638184
	Iteration 63Q: 3 clusters Score -9661010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -9661004.000000 Penalty: 5515.638184
	Iteration 64Q: 3 clusters Score -9661004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -9661003.000000 Penalty: 5515.638184
	Iteration 65Q: 3 clusters Score -9661003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -9660998.000000 Penalty: 5515.638184
	Iteration 66Q: 3 clusters Score -9660998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -9661002.000000 Penalty: 5515.638184
	Iteration 67Q: 3 clusters Score -9661002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -9661010.000000 Penalty: 5515.638184
	Iteration 68Q: 3 clusters Score -9661010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -9661004.000000 Penalty: 5515.638184
	Iteration 69Q: 3 clusters Score -9661004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -9661010.000000 Penalty: 5515.638184
	Iteration 70Q: 3 clusters Score -9661010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -9661017.000000 Penalty: 5515.638184
	Iteration 71Q: 3 clusters Score -9661017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -9661016.000000 Penalty: 5515.638184
	Iteration 72Q: 3 clusters Score -9661016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -9661024.000000 Penalty: 5515.638184
	Iteration 73Q: 3 clusters Score -9661024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -9661027.000000 Penalty: 5515.638184
	Iteration 74Q: 3 clusters Score -9661027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -9661030.000000 Penalty: 5515.638184
	Iteration 75Q: 3 clusters Score -9661030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -9661034.000000 Penalty: 5515.638184
	Iteration 76Q: 3 clusters Score -9661034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -9661032.000000 Penalty: 5515.638184
	Iteration 77Q: 3 clusters Score -9661032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -9661025.000000 Penalty: 5515.638184
	Iteration 78Q: 3 clusters Score -9661025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -9661031.000000 Penalty: 5515.638184
	Iteration 79Q: 3 clusters Score -9661031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -9661038.000000 Penalty: 5515.638184
	Iteration 80F: 3 clusters Score -9661038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -9661025.000000 Penalty: 5515.638184
	Iteration 81Q: 3 clusters Score -9661025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -9661035.000000 Penalty: 5515.638184
	Iteration 82Q: 3 clusters Score -9661035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -9661037.000000 Penalty: 5515.638184
	Iteration 83Q: 3 clusters Score -9661037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -9661034.000000 Penalty: 5515.638184
	Iteration 84Q: 3 clusters Score -9661034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -9661040.000000 Penalty: 5515.638184
	Iteration 85Q: 3 clusters Score -9661040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -9661039.000000 Penalty: 5515.638184
	Iteration 86Q: 3 clusters Score -9661039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -9661039.000000 Penalty: 5515.638184
	Iteration 87Q: 3 clusters Score -9661039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -9661044.000000 Penalty: 5515.638184
	Iteration 88Q: 3 clusters Score -9661044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -9661041.000000 Penalty: 5515.638184
	Iteration 89Q: 3 clusters Score -9661041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -9661042.000000 Penalty: 5515.638184
	Iteration 90Q: 3 clusters Score -9661042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -9661036.000000 Penalty: 5515.638184
	Iteration 91Q: 3 clusters Score -9661036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -9661040.000000 Penalty: 5515.638184
	Iteration 92Q: 3 clusters Score -9661040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -9661038.000000 Penalty: 5515.638184
	Iteration 93Q: 3 clusters Score -9661038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -9661046.000000 Penalty: 5515.638184
	Iteration 94Q: 3 clusters Score -9661046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -9661049.000000 Penalty: 5515.638184
	Iteration 95Q: 3 clusters Score -9661049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 65215 members 
Entering Unmasked Estep 
Score: -9661047.000000 Penalty: 5515.638184
	Iteration 96Q: 3 clusters Score -9661047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 65215 members 
Entering Unmasked Estep 
Score: -9661047.000000 Penalty: 5515.638184
	Iteration 97F: 3 clusters Score -9661047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162027 members 
Entering Unmasked Estep 
Score: -22762014.000000 Penalty: 2974.888672
	Iteration 0F: 2 clusters Score -2.276201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 81042 members 
Entering Unmasked Estep 
Score: -22658470.000000 Penalty: 5949.777344
	Iteration 0F: 3 clusters Score -2.265847e+07 nChanged 77467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 83747 members 
Entering Unmasked Estep 
Score: -22704154.000000 Penalty: 5949.777344
	Iteration 1F: 3 clusters Score -2.270415e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 85657 members 
Entering Unmasked Estep 
Score: -22706048.000000 Penalty: 5949.777344
	Iteration 2Q: 3 clusters Score -2.270605e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -22708824.000000 Penalty: 5949.777344
	Iteration 3Q: 3 clusters Score -2.270882e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -22713324.000000 Penalty: 5949.777344
	Iteration 4F: 3 clusters Score -2.271332e+07 nChanged 10598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -22719726.000000 Penalty: 5949.777344
	Iteration 5F: 3 clusters Score -2.271973e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 108073 members 
Entering Unmasked Estep 
Score: -22728324.000000 Penalty: 5949.777344
	Iteration 6F: 3 clusters Score -2.272832e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 116715 members 
Entering Unmasked Estep 
Score: -22738600.000000 Penalty: 5949.777344
	Iteration 7F: 3 clusters Score -2.27386e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 123956 members 
Entering Unmasked Estep 
Score: -22747406.000000 Penalty: 5949.777344
	Iteration 8F: 3 clusters Score -2.274741e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 128889 members 
Entering Unmasked Estep 
Score: -22752504.000000 Penalty: 5949.777344
	Iteration 9Q: 3 clusters Score -2.27525e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 132567 members 
Entering Unmasked Estep 
Score: -22754864.000000 Penalty: 5949.777344
	Iteration 10Q: 3 clusters Score -2.275486e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 135757 members 
Entering Unmasked Estep 
Score: -22756230.000000 Penalty: 5949.777344
	Iteration 11Q: 3 clusters Score -2.275623e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 138641 members 
Entering Unmasked Estep 
Score: -22757200.000000 Penalty: 5949.777344
	Iteration 12Q: 3 clusters Score -2.27572e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 141351 members 
Entering Unmasked Estep 
Score: -22758022.000000 Penalty: 5949.777344
	Iteration 13Q: 3 clusters Score -2.275802e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 143859 members 
Entering Unmasked Estep 
Score: -22758808.000000 Penalty: 5949.777344
	Iteration 14Q: 3 clusters Score -2.275881e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 146192 members 
Entering Unmasked Estep 
Score: -22759522.000000 Penalty: 5949.777344
	Iteration 15Q: 3 clusters Score -2.275952e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 148262 members 
Entering Unmasked Estep 
Score: -22760154.000000 Penalty: 5949.777344
	Iteration 16Q: 3 clusters Score -2.276015e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -22760646.000000 Penalty: 5949.777344
	Iteration 17Q: 3 clusters Score -2.276065e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 151812 members 
Entering Unmasked Estep 
Score: -22760988.000000 Penalty: 5949.777344
	Iteration 18Q: 3 clusters Score -2.276099e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 153228 members 
Entering Unmasked Estep 
Score: -22761206.000000 Penalty: 5949.777344
	Iteration 19Q: 3 clusters Score -2.276121e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 154471 members 
Entering Unmasked Estep 
Score: -22761258.000000 Penalty: 5949.777344
	Iteration 20F: 3 clusters Score -2.276126e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 155507 members 
Entering Unmasked Estep 
Score: -22761270.000000 Penalty: 5949.777344
	Iteration 21Q: 3 clusters Score -2.276127e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 156366 members 
Entering Unmasked Estep 
Score: -22761244.000000 Penalty: 5949.777344
	Iteration 22Q: 3 clusters Score -2.276124e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 157088 members 
Entering Unmasked Estep 
Score: -22761186.000000 Penalty: 5949.777344
	Iteration 23Q: 3 clusters Score -2.276119e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 157676 members 
Entering Unmasked Estep 
Score: -22761230.000000 Penalty: 5949.777344
	Iteration 24Q: 3 clusters Score -2.276123e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -22761172.000000 Penalty: 5949.777344
	Iteration 25Q: 3 clusters Score -2.276117e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 158575 members 
Entering Unmasked Estep 
Score: -22761146.000000 Penalty: 5949.777344
	Iteration 26Q: 3 clusters Score -2.276115e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -22761034.000000 Penalty: 5949.777344
	Iteration 27Q: 3 clusters Score -2.276103e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 159136 members 
Entering Unmasked Estep 
Score: -22760964.000000 Penalty: 5949.777344
	Iteration 28Q: 3 clusters Score -2.276096e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 159312 members 
Entering Unmasked Estep 
Score: -22760956.000000 Penalty: 5949.777344
	Iteration 29Q: 3 clusters Score -2.276096e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 159443 members 
Entering Unmasked Estep 
Score: -22760898.000000 Penalty: 5949.777344
	Iteration 30Q: 3 clusters Score -2.27609e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 159563 members 
Entering Unmasked Estep 
Score: -22760824.000000 Penalty: 5949.777344
	Iteration 31Q: 3 clusters Score -2.276082e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 159678 members 
Entering Unmasked Estep 
Score: -22760776.000000 Penalty: 5949.777344
	Iteration 32Q: 3 clusters Score -2.276078e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 159766 members 
Entering Unmasked Estep 
Score: -22760728.000000 Penalty: 5949.777344
	Iteration 33Q: 3 clusters Score -2.276073e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 159842 members 
Entering Unmasked Estep 
Score: -22760746.000000 Penalty: 5949.777344
	Iteration 34Q: 3 clusters Score -2.276075e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 159910 members 
Entering Unmasked Estep 
Score: -22760706.000000 Penalty: 5949.777344
	Iteration 35Q: 3 clusters Score -2.276071e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 159969 members 
Entering Unmasked Estep 
Score: -22760662.000000 Penalty: 5949.777344
	Iteration 36Q: 3 clusters Score -2.276066e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 160028 members 
Entering Unmasked Estep 
Score: -22760638.000000 Penalty: 5949.777344
	Iteration 37Q: 3 clusters Score -2.276064e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 160081 members 
Entering Unmasked Estep 
Score: -22760642.000000 Penalty: 5949.777344
	Iteration 38Q: 3 clusters Score -2.276064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 160124 members 
Entering Unmasked Estep 
Score: -22760652.000000 Penalty: 5949.777344
	Iteration 39Q: 3 clusters Score -2.276065e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 160174 members 
Entering Unmasked Estep 
Score: -22760638.000000 Penalty: 5949.777344
	Iteration 40F: 3 clusters Score -2.276064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 160217 members 
Entering Unmasked Estep 
Score: -22760570.000000 Penalty: 5949.777344
	Iteration 41Q: 3 clusters Score -2.276057e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 160255 members 
Entering Unmasked Estep 
Score: -22760584.000000 Penalty: 5949.777344
	Iteration 42Q: 3 clusters Score -2.276058e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 160294 members 
Entering Unmasked Estep 
Score: -22760568.000000 Penalty: 5949.777344
	Iteration 43Q: 3 clusters Score -2.276057e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 160334 members 
Entering Unmasked Estep 
Score: -22760522.000000 Penalty: 5949.777344
	Iteration 44Q: 3 clusters Score -2.276052e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 160369 members 
Entering Unmasked Estep 
Score: -22760484.000000 Penalty: 5949.777344
	Iteration 45Q: 3 clusters Score -2.276048e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 160403 members 
Entering Unmasked Estep 
Score: -22760472.000000 Penalty: 5949.777344
	Iteration 46Q: 3 clusters Score -2.276047e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 160432 members 
Entering Unmasked Estep 
Score: -22760482.000000 Penalty: 5949.777344
	Iteration 47Q: 3 clusters Score -2.276048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 160457 members 
Entering Unmasked Estep 
Score: -22760466.000000 Penalty: 5949.777344
	Iteration 48Q: 3 clusters Score -2.276047e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 160478 members 
Entering Unmasked Estep 
Score: -22760494.000000 Penalty: 5949.777344
	Iteration 49Q: 3 clusters Score -2.276049e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 160498 members 
Entering Unmasked Estep 
Score: -22760488.000000 Penalty: 5949.777344
	Iteration 50Q: 3 clusters Score -2.276049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 160508 members 
Entering Unmasked Estep 
Score: -22760492.000000 Penalty: 5949.777344
	Iteration 51Q: 3 clusters Score -2.276049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 160520 members 
Entering Unmasked Estep 
Score: -22760482.000000 Penalty: 5949.777344
	Iteration 52Q: 3 clusters Score -2.276048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 160535 members 
Entering Unmasked Estep 
Score: -22760496.000000 Penalty: 5949.777344
	Iteration 53Q: 3 clusters Score -2.27605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 160541 members 
Entering Unmasked Estep 
Score: -22760496.000000 Penalty: 5949.777344
	Iteration 54Q: 3 clusters Score -2.27605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 160544 members 
Entering Unmasked Estep 
Score: -22760486.000000 Penalty: 5949.777344
	Iteration 55Q: 3 clusters Score -2.276049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -22760510.000000 Penalty: 5949.777344
	Iteration 56Q: 3 clusters Score -2.276051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 160549 members 
Entering Unmasked Estep 
Score: -22760488.000000 Penalty: 5949.777344
	Iteration 57Q: 3 clusters Score -2.276049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 160552 members 
Entering Unmasked Estep 
Score: -22760492.000000 Penalty: 5949.777344
	Iteration 58Q: 3 clusters Score -2.276049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 160554 members 
Entering Unmasked Estep 
Score: -22760484.000000 Penalty: 5949.777344
	Iteration 59Q: 3 clusters Score -2.276048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 160555 members 
Entering Unmasked Estep 
Score: -22760484.000000 Penalty: 5949.777344
	Iteration 60F: 3 clusters Score -2.276048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 160556 members 
Entering Unmasked Estep 
Score: -22760482.000000 Penalty: 5949.777344
	Iteration 61Q: 3 clusters Score -2.276048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 160556 members 
Entering Unmasked Estep 
Score: -22760482.000000 Penalty: 5949.777344
	Iteration 62F: 3 clusters Score -2.276048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Entering Unmasked Estep 
Score: -10288470.000000 Penalty: 2774.304199
	Iteration 0F: 2 clusters Score -1.028847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -10240057.000000 Penalty: 5548.608398
	Iteration 0F: 3 clusters Score -1.024006e+07 nChanged 33749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -10258930.000000 Penalty: 5548.608398
	Iteration 1F: 3 clusters Score -1.025893e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -10259446.000000 Penalty: 5548.608398
	Iteration 2Q: 3 clusters Score -1.025945e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -10259959.000000 Penalty: 5548.608398
	Iteration 3Q: 3 clusters Score -1.025996e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -10260520.000000 Penalty: 5548.608398
	Iteration 4Q: 3 clusters Score -1.026052e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -10261303.000000 Penalty: 5548.608398
	Iteration 5Q: 3 clusters Score -1.02613e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -10262512.000000 Penalty: 5548.608398
	Iteration 6Q: 3 clusters Score -1.026251e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -10264541.000000 Penalty: 5548.608398
	Iteration 7F: 3 clusters Score -1.026454e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -10267953.000000 Penalty: 5548.608398
	Iteration 8F: 3 clusters Score -1.026795e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -10272498.000000 Penalty: 5548.608398
	Iteration 9F: 3 clusters Score -1.02725e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -10277353.000000 Penalty: 5548.608398
	Iteration 10F: 3 clusters Score -1.027735e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -10281248.000000 Penalty: 5548.608398
	Iteration 11F: 3 clusters Score -1.028125e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -10283727.000000 Penalty: 5548.608398
	Iteration 12Q: 3 clusters Score -1.028373e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -10285066.000000 Penalty: 5548.608398
	Iteration 13Q: 3 clusters Score -1.028507e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -10285717.000000 Penalty: 5548.608398
	Iteration 14Q: 3 clusters Score -1.028572e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10286005.000000 Penalty: 5548.608398
	Iteration 15Q: 3 clusters Score -1.0286e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10286192.000000 Penalty: 5548.608398
	Iteration 16Q: 3 clusters Score -1.028619e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -10286265.000000 Penalty: 5548.608398
	Iteration 17Q: 3 clusters Score -1.028626e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -10286344.000000 Penalty: 5548.608398
	Iteration 18Q: 3 clusters Score -1.028634e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10286370.000000 Penalty: 5548.608398
	Iteration 19Q: 3 clusters Score -1.028637e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10286391.000000 Penalty: 5548.608398
	Iteration 20F: 3 clusters Score -1.028639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10286398.000000 Penalty: 5548.608398
	Iteration 21Q: 3 clusters Score -1.02864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10286409.000000 Penalty: 5548.608398
	Iteration 22Q: 3 clusters Score -1.028641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10286413.000000 Penalty: 5548.608398
	Iteration 23Q: 3 clusters Score -1.028641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10286431.000000 Penalty: 5548.608398
	Iteration 24Q: 3 clusters Score -1.028643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10286436.000000 Penalty: 5548.608398
	Iteration 25Q: 3 clusters Score -1.028644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10286422.000000 Penalty: 5548.608398
	Iteration 26Q: 3 clusters Score -1.028642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10286436.000000 Penalty: 5548.608398
	Iteration 27Q: 3 clusters Score -1.028644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10286447.000000 Penalty: 5548.608398
	Iteration 28Q: 3 clusters Score -1.028645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10286452.000000 Penalty: 5548.608398
	Iteration 29Q: 3 clusters Score -1.028645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71467 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10286460.000000 Penalty: 5548.608398
	Iteration 30Q: 3 clusters Score -1.028646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10286465.000000 Penalty: 5548.608398
	Iteration 31Q: 3 clusters Score -1.028646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10286467.000000 Penalty: 5548.608398
	Iteration 32Q: 3 clusters Score -1.028647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10286468.000000 Penalty: 5548.608398
	Iteration 33Q: 3 clusters Score -1.028647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71478 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10286481.000000 Penalty: 5548.608398
	Iteration 34Q: 3 clusters Score -1.028648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10286479.000000 Penalty: 5548.608398
	Iteration 35Q: 3 clusters Score -1.028648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10286477.000000 Penalty: 5548.608398
	Iteration 36Q: 3 clusters Score -1.028648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10286488.000000 Penalty: 5548.608398
	Iteration 37Q: 3 clusters Score -1.028649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71478 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10286489.000000 Penalty: 5548.608398
	Iteration 38Q: 3 clusters Score -1.028649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10286484.000000 Penalty: 5548.608398
	Iteration 39Q: 3 clusters Score -1.028648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10286484.000000 Penalty: 5548.608398
	Iteration 40F: 3 clusters Score -1.028648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10286488.000000 Penalty: 5548.608398
	Iteration 41Q: 3 clusters Score -1.028649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10286488.000000 Penalty: 5548.608398
	Iteration 42F: 3 clusters Score -1.028649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Entering Unmasked Estep 
Score: -3113342.000000 Penalty: 2479.994873
	Iteration 0F: 2 clusters Score -3113342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3098031.750000 Penalty: 4959.989746
	Iteration 0F: 3 clusters Score -3098032 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3103135.750000 Penalty: 4959.989746
	Iteration 1F: 3 clusters Score -3103136 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3103469.000000 Penalty: 4959.989746
	Iteration 2Q: 3 clusters Score -3103469 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3103724.500000 Penalty: 4959.989746
	Iteration 3Q: 3 clusters Score -3103724 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3103958.750000 Penalty: 4959.989746
	Iteration 4Q: 3 clusters Score -3103959 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -3104220.000000 Penalty: 4959.989746
	Iteration 5Q: 3 clusters Score -3104220 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3104593.500000 Penalty: 4959.989746
	Iteration 6Q: 3 clusters Score -3104594 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3105107.250000 Penalty: 4959.989746
	Iteration 7Q: 3 clusters Score -3105107 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3105846.250000 Penalty: 4959.989746
	Iteration 8F: 3 clusters Score -3105846 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3106930.000000 Penalty: 4959.989746
	Iteration 9F: 3 clusters Score -3106930 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3108206.500000 Penalty: 4959.989746
	Iteration 10F: 3 clusters Score -3108206 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3109395.250000 Penalty: 4959.989746
	Iteration 11F: 3 clusters Score -3109395 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3110232.750000 Penalty: 4959.989746
	Iteration 12Q: 3 clusters Score -3110233 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3110688.000000 Penalty: 4959.989746
	Iteration 13Q: 3 clusters Score -3110688 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3110939.250000 Penalty: 4959.989746
	Iteration 14Q: 3 clusters Score -3110939 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3111047.000000 Penalty: 4959.989746
	Iteration 15Q: 3 clusters Score -3111047 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3111125.250000 Penalty: 4959.989746
	Iteration 16Q: 3 clusters Score -3111125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3111183.000000 Penalty: 4959.989746
	Iteration 17Q: 3 clusters Score -3111183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3111208.750000 Penalty: 4959.989746
	Iteration 18Q: 3 clusters Score -3111209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3111218.250000 Penalty: 4959.989746
	Iteration 19Q: 3 clusters Score -3111218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3111240.250000 Penalty: 4959.989746
	Iteration 20F: 3 clusters Score -3111240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3111252.500000 Penalty: 4959.989746
	Iteration 21Q: 3 clusters Score -3111252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3111266.750000 Penalty: 4959.989746
	Iteration 22Q: 3 clusters Score -3111267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3111271.500000 Penalty: 4959.989746
	Iteration 23Q: 3 clusters Score -3111272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3111274.750000 Penalty: 4959.989746
	Iteration 24Q: 3 clusters Score -3111275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3111276.500000 Penalty: 4959.989746
	Iteration 25Q: 3 clusters Score -3111276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3111276.000000 Penalty: 4959.989746
	Iteration 26Q: 3 clusters Score -3111276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3111281.500000 Penalty: 4959.989746
	Iteration 27Q: 3 clusters Score -3111282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3111284.250000 Penalty: 4959.989746
	Iteration 28Q: 3 clusters Score -3111284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3111287.000000 Penalty: 4959.989746
	Iteration 29Q: 3 clusters Score -3111287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3111291.000000 Penalty: 4959.989746
	Iteration 30Q: 3 clusters Score -3111291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3111293.000000 Penalty: 4959.989746
	Iteration 31Q: 3 clusters Score -3111293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3111293.000000 Penalty: 4959.989746
	Iteration 32F: 3 clusters Score -3111293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -152374.546875 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -152374.5 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 651 members 
Entering Unmasked Estep 
Score: -150529.171875 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -150529.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -151666.562500 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -151666.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -152323.890625 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -152323.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -152944.796875 Penalty: 3556.379395
	Iteration 3F: 3 clusters Score -152944.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -153401.906250 Penalty: 3556.379395
	Iteration 4F: 3 clusters Score -153401.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -153705.421875 Penalty: 3556.379395
	Iteration 5F: 3 clusters Score -153705.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -153759.234375 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -153759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -153777.250000 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -153777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -153788.781250 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -153788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -153788.781250 Penalty: 3556.379395
	Iteration 9F: 3 clusters Score -153788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21778 members 
Mstep: Class 3 contains 152140 members 
Mstep: Class 4 contains 163010 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 9 contains 78617 members 
Mstep: Class 10 contains 20250 members 
Mstep: Class 11 contains 37153 members 
Mstep: Class 12 contains 83588 members 
Mstep: Class 13 contains 67524 members 
Mstep: Class 14 contains 162027 members 
Mstep: Class 16 contains 72165 members 
Mstep: Class 18 contains 22026 members 
Mstep: Class 19 contains 862 members 
Mstep: Class 20 contains 79266 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89391 members 
Entering Unmasked Estep 
Score: -147003968.000000 Penalty: 68805.593750
Splitting cluster 19 changes total score from -147003904.000000 to -147003968.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 20 (79266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79266 members 
Entering Unmasked Estep 
Score: -11270776.000000 Penalty: 2797.579834
	Iteration 0F: 2 clusters Score -1.127078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -11217573.000000 Penalty: 5595.159668
	Iteration 0F: 3 clusters Score -1.121757e+07 nChanged 37279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -11239003.000000 Penalty: 5595.159668
	Iteration 1F: 3 clusters Score -1.1239e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -11239747.000000 Penalty: 5595.159668
	Iteration 2Q: 3 clusters Score -1.123975e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -11240638.000000 Penalty: 5595.159668
	Iteration 3Q: 3 clusters Score -1.124064e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -11241903.000000 Penalty: 5595.159668
	Iteration 4Q: 3 clusters Score -1.12419e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -11243349.000000 Penalty: 5595.159668
	Iteration 5Q: 3 clusters Score -1.124335e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -11245283.000000 Penalty: 5595.159668
	Iteration 6F: 3 clusters Score -1.124528e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -11248035.000000 Penalty: 5595.159668
	Iteration 7F: 3 clusters Score -1.124804e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -11251548.000000 Penalty: 5595.159668
	Iteration 8F: 3 clusters Score -1.125155e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -11255237.000000 Penalty: 5595.159668
	Iteration 9F: 3 clusters Score -1.125524e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -11258479.000000 Penalty: 5595.159668
	Iteration 10F: 3 clusters Score -1.125848e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -11260972.000000 Penalty: 5595.159668
	Iteration 11Q: 3 clusters Score -1.126097e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -11262281.000000 Penalty: 5595.159668
	Iteration 12Q: 3 clusters Score -1.126228e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -11263098.000000 Penalty: 5595.159668
	Iteration 13Q: 3 clusters Score -1.12631e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -11263684.000000 Penalty: 5595.159668
	Iteration 14Q: 3 clusters Score -1.126368e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -11264286.000000 Penalty: 5595.159668
	Iteration 15Q: 3 clusters Score -1.126429e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -11264816.000000 Penalty: 5595.159668
	Iteration 16Q: 3 clusters Score -1.126482e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -11265314.000000 Penalty: 5595.159668
	Iteration 17Q: 3 clusters Score -1.126531e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -11265813.000000 Penalty: 5595.159668
	Iteration 18Q: 3 clusters Score -1.126581e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69453 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -11266233.000000 Penalty: 5595.159668
	Iteration 19Q: 3 clusters Score -1.126623e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -11266628.000000 Penalty: 5595.159668
	Iteration 20F: 3 clusters Score -1.126663e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -11267007.000000 Penalty: 5595.159668
	Iteration 21Q: 3 clusters Score -1.126701e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -11267211.000000 Penalty: 5595.159668
	Iteration 22Q: 3 clusters Score -1.126721e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -11267396.000000 Penalty: 5595.159668
	Iteration 23Q: 3 clusters Score -1.12674e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -11267506.000000 Penalty: 5595.159668
	Iteration 24Q: 3 clusters Score -1.126751e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -11267624.000000 Penalty: 5595.159668
	Iteration 25Q: 3 clusters Score -1.126762e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -11267741.000000 Penalty: 5595.159668
	Iteration 26Q: 3 clusters Score -1.126774e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -11267858.000000 Penalty: 5595.159668
	Iteration 27Q: 3 clusters Score -1.126786e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -11267935.000000 Penalty: 5595.159668
	Iteration 28Q: 3 clusters Score -1.126794e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73829 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -11267995.000000 Penalty: 5595.159668
	Iteration 29Q: 3 clusters Score -1.1268e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -11268109.000000 Penalty: 5595.159668
	Iteration 30Q: 3 clusters Score -1.126811e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -11268143.000000 Penalty: 5595.159668
	Iteration 31Q: 3 clusters Score -1.126814e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -11268187.000000 Penalty: 5595.159668
	Iteration 32Q: 3 clusters Score -1.126819e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -11268231.000000 Penalty: 5595.159668
	Iteration 33Q: 3 clusters Score -1.126823e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -11268277.000000 Penalty: 5595.159668
	Iteration 34Q: 3 clusters Score -1.126828e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -11268302.000000 Penalty: 5595.159668
	Iteration 35Q: 3 clusters Score -1.12683e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -11268309.000000 Penalty: 5595.159668
	Iteration 36Q: 3 clusters Score -1.126831e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -11268334.000000 Penalty: 5595.159668
	Iteration 37Q: 3 clusters Score -1.126833e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -11268408.000000 Penalty: 5595.159668
	Iteration 38Q: 3 clusters Score -1.126841e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -11268426.000000 Penalty: 5595.159668
	Iteration 39Q: 3 clusters Score -1.126843e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75488 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -11268426.000000 Penalty: 5595.159668
	Iteration 40F: 3 clusters Score -1.126843e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -11268449.000000 Penalty: 5595.159668
	Iteration 41Q: 3 clusters Score -1.126845e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -11268463.000000 Penalty: 5595.159668
	Iteration 42Q: 3 clusters Score -1.126846e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -11268499.000000 Penalty: 5595.159668
	Iteration 43Q: 3 clusters Score -1.12685e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -11268521.000000 Penalty: 5595.159668
	Iteration 44Q: 3 clusters Score -1.126852e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -11268560.000000 Penalty: 5595.159668
	Iteration 45Q: 3 clusters Score -1.126856e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -11268589.000000 Penalty: 5595.159668
	Iteration 46Q: 3 clusters Score -1.126859e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -11268603.000000 Penalty: 5595.159668
	Iteration 47Q: 3 clusters Score -1.12686e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -11268630.000000 Penalty: 5595.159668
	Iteration 48Q: 3 clusters Score -1.126863e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76189 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -11268656.000000 Penalty: 5595.159668
	Iteration 49Q: 3 clusters Score -1.126866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -11268641.000000 Penalty: 5595.159668
	Iteration 50Q: 3 clusters Score -1.126864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -11268638.000000 Penalty: 5595.159668
	Iteration 51Q: 3 clusters Score -1.126864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -11268631.000000 Penalty: 5595.159668
	Iteration 52Q: 3 clusters Score -1.126863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -11268637.000000 Penalty: 5595.159668
	Iteration 53Q: 3 clusters Score -1.126864e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -11268652.000000 Penalty: 5595.159668
	Iteration 54Q: 3 clusters Score -1.126865e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -11268649.000000 Penalty: 5595.159668
	Iteration 55Q: 3 clusters Score -1.126865e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -11268654.000000 Penalty: 5595.159668
	Iteration 56Q: 3 clusters Score -1.126865e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -11268674.000000 Penalty: 5595.159668
	Iteration 57Q: 3 clusters Score -1.126867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -11268694.000000 Penalty: 5595.159668
	Iteration 58Q: 3 clusters Score -1.126869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -11268697.000000 Penalty: 5595.159668
	Iteration 59Q: 3 clusters Score -1.12687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -11268694.000000 Penalty: 5595.159668
	Iteration 60F: 3 clusters Score -1.126869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -11268700.000000 Penalty: 5595.159668
	Iteration 61Q: 3 clusters Score -1.12687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -11268702.000000 Penalty: 5595.159668
	Iteration 62Q: 3 clusters Score -1.12687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -11268696.000000 Penalty: 5595.159668
	Iteration 63Q: 3 clusters Score -1.12687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76531 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -11268714.000000 Penalty: 5595.159668
	Iteration 64Q: 3 clusters Score -1.126871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76545 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -11268713.000000 Penalty: 5595.159668
	Iteration 65Q: 3 clusters Score -1.126871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -11268720.000000 Penalty: 5595.159668
	Iteration 66Q: 3 clusters Score -1.126872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -11268709.000000 Penalty: 5595.159668
	Iteration 67Q: 3 clusters Score -1.126871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -11268710.000000 Penalty: 5595.159668
	Iteration 68Q: 3 clusters Score -1.126871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76563 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -11268712.000000 Penalty: 5595.159668
	Iteration 69Q: 3 clusters Score -1.126871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -11268712.000000 Penalty: 5595.159668
	Iteration 70Q: 3 clusters Score -1.126871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -11268707.000000 Penalty: 5595.159668
	Iteration 71Q: 3 clusters Score -1.126871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -11268707.000000 Penalty: 5595.159668
	Iteration 72F: 3 clusters Score -1.126871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -236607.109375 Penalty: 1853.602783
	Iteration 0F: 2 clusters Score -236607.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -234198.390625 Penalty: 3707.205566
	Iteration 0F: 3 clusters Score -234198.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -234611.046875 Penalty: 3707.205566
	Iteration 1F: 3 clusters Score -234611 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -234715.843750 Penalty: 3707.205566
	Iteration 2F: 3 clusters Score -234715.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -234759.078125 Penalty: 3707.205566
	Iteration 3Q: 3 clusters Score -234759.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -234781.640625 Penalty: 3707.205566
	Iteration 4Q: 3 clusters Score -234781.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -234796.953125 Penalty: 3707.205566
	Iteration 5Q: 3 clusters Score -234797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -234813.718750 Penalty: 3707.205566
	Iteration 6Q: 3 clusters Score -234813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -234826.000000 Penalty: 3707.205566
	Iteration 7Q: 3 clusters Score -234826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -234831.578125 Penalty: 3707.205566
	Iteration 8Q: 3 clusters Score -234831.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -234835.703125 Penalty: 3707.205566
	Iteration 9Q: 3 clusters Score -234835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -234837.296875 Penalty: 3707.205566
	Iteration 10Q: 3 clusters Score -234837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -234839.843750 Penalty: 3707.205566
	Iteration 11Q: 3 clusters Score -234839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -234842.390625 Penalty: 3707.205566
	Iteration 12Q: 3 clusters Score -234842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -234843.953125 Penalty: 3707.205566
	Iteration 13Q: 3 clusters Score -234844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -234843.953125 Penalty: 3707.205566
	Iteration 14F: 3 clusters Score -234844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -55882.703125 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -55882.7 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 208 members 
Entering Unmasked Estep 
Score: -54571.355469 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -54571.36 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54832.921875 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -54832.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54928.781250 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -54928.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55006.316406 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -55006.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55061.953125 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -55061.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55127.429688 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -55127.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55319.230469 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -55319.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55638.105469 Penalty: 3013.371582
	Iteration 7F: 3 clusters Score -55638.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -56277.812500 Penalty: 3013.371582
	Iteration 8F: 3 clusters Score -56277.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -56527.796875 Penalty: 3013.371582
	Iteration 9F: 3 clusters Score -56527.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -56598.687500 Penalty: 3013.371582
	Iteration 10Q: 3 clusters Score -56598.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -56601.203125 Penalty: 3013.371582
	Iteration 11Q: 3 clusters Score -56601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -56604.460938 Penalty: 3013.371582
	Iteration 12Q: 3 clusters Score -56604.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -56604.460938 Penalty: 3013.371582
	Iteration 13F: 3 clusters Score -56604.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21778 members 
Mstep: Class 3 contains 152140 members 
Mstep: Class 4 contains 163010 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 102 members 
Mstep: Class 9 contains 78617 members 
Mstep: Class 10 contains 20250 members 
Mstep: Class 11 contains 37153 members 
Mstep: Class 12 contains 83588 members 
Mstep: Class 13 contains 67524 members 
Mstep: Class 14 contains 162027 members 
Mstep: Class 16 contains 72165 members 
Mstep: Class 18 contains 22026 members 
Mstep: Class 19 contains 862 members 
Mstep: Class 20 contains 79266 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 89391 members 
Entering Unmasked Estep 
Score: -147002704.000000 Penalty: 72245.875000
Splitting cluster 22 changes total score from -147003904.000000 to -147002704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (89391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Entering Unmasked Estep 
Score: -12695008.000000 Penalty: 2827.392090
	Iteration 0F: 2 clusters Score -1.269501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -12635113.000000 Penalty: 5654.784180
	Iteration 0F: 3 clusters Score -1.263511e+07 nChanged 42189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -12659639.000000 Penalty: 5654.784180
	Iteration 1F: 3 clusters Score -1.265964e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -12660884.000000 Penalty: 5654.784180
	Iteration 2Q: 3 clusters Score -1.266088e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -12662737.000000 Penalty: 5654.784180
	Iteration 3Q: 3 clusters Score -1.266274e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -12666027.000000 Penalty: 5654.784180
	Iteration 4F: 3 clusters Score -1.266603e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 67522 members 
Entering Unmasked Estep 
Score: -12671564.000000 Penalty: 5654.784180
	Iteration 5F: 3 clusters Score -1.267156e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -12679052.000000 Penalty: 5654.784180
	Iteration 6F: 3 clusters Score -1.267905e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -12686075.000000 Penalty: 5654.784180
	Iteration 7F: 3 clusters Score -1.268608e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -12690057.000000 Penalty: 5654.784180
	Iteration 8Q: 3 clusters Score -1.269006e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 88094 members 
Entering Unmasked Estep 
Score: -12691644.000000 Penalty: 5654.784180
	Iteration 9Q: 3 clusters Score -1.269164e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -12692244.000000 Penalty: 5654.784180
	Iteration 10Q: 3 clusters Score -1.269224e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -12692412.000000 Penalty: 5654.784180
	Iteration 11Q: 3 clusters Score -1.269241e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -12692469.000000 Penalty: 5654.784180
	Iteration 12Q: 3 clusters Score -1.269247e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -12692548.000000 Penalty: 5654.784180
	Iteration 13Q: 3 clusters Score -1.269255e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -12692581.000000 Penalty: 5654.784180
	Iteration 14Q: 3 clusters Score -1.269258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -12692599.000000 Penalty: 5654.784180
	Iteration 15Q: 3 clusters Score -1.26926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -12692613.000000 Penalty: 5654.784180
	Iteration 16Q: 3 clusters Score -1.269261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -12692612.000000 Penalty: 5654.784180
	Iteration 17Q: 3 clusters Score -1.269261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 88996 members 
Entering Unmasked Estep 
Score: -12692625.000000 Penalty: 5654.784180
	Iteration 18Q: 3 clusters Score -1.269262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 88997 members 
Entering Unmasked Estep 
Score: -12692636.000000 Penalty: 5654.784180
	Iteration 19Q: 3 clusters Score -1.269264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 88996 members 
Entering Unmasked Estep 
Score: -12692638.000000 Penalty: 5654.784180
	Iteration 20F: 3 clusters Score -1.269264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -12692650.000000 Penalty: 5654.784180
	Iteration 21Q: 3 clusters Score -1.269265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -12692651.000000 Penalty: 5654.784180
	Iteration 22Q: 3 clusters Score -1.269265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 89002 members 
Entering Unmasked Estep 
Score: -12692654.000000 Penalty: 5654.784180
	Iteration 23Q: 3 clusters Score -1.269265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -12692650.000000 Penalty: 5654.784180
	Iteration 24Q: 3 clusters Score -1.269265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -12692654.000000 Penalty: 5654.784180
	Iteration 25Q: 3 clusters Score -1.269265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -12692656.000000 Penalty: 5654.784180
	Iteration 26Q: 3 clusters Score -1.269266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -12692656.000000 Penalty: 5654.784180
	Iteration 27F: 3 clusters Score -1.269266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 2 contains 21778 members 
Mstep: Class 3 contains 152140 members 
Mstep: Class 4 contains 163010 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 9 contains 78617 members 
Mstep: Class 10 contains 20250 members 
Mstep: Class 11 contains 37153 members 
Mstep: Class 12 contains 83588 members 
Mstep: Class 13 contains 67524 members 
Mstep: Class 14 contains 162027 members 
Mstep: Class 16 contains 72165 members 
Mstep: Class 18 contains 22026 members 
Mstep: Class 19 contains 862 members 
Mstep: Class 20 contains 79266 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147005264.000000 Penalty: 68805.593750
Iteration 39Q: 21 clusters Score -1.470053e+08 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 1869 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 22157 members 
Mstep: Class 3 contains 151347 members 
Mstep: Class 4 contains 162469 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 668 members 
Mstep: Class 9 contains 77010 members 
Mstep: Class 10 contains 20145 members 
Mstep: Class 11 contains 37098 members 
Mstep: Class 12 contains 84178 members 
Mstep: Class 13 contains 66736 members 
Mstep: Class 14 contains 162292 members 
Mstep: Class 16 contains 74200 members 
Mstep: Class 18 contains 21868 members 
Mstep: Class 19 contains 860 members 
Mstep: Class 20 contains 80051 members 
Mstep: Class 21 contains 1765 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147009408.000000 Penalty: 68805.593750
Iteration 40F: 21 clusters Score -1.470094e+08 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 1865 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 22560 members 
Mstep: Class 3 contains 150313 members 
Mstep: Class 4 contains 162002 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 9 contains 75524 members 
Mstep: Class 10 contains 20024 members 
Mstep: Class 11 contains 37007 members 
Mstep: Class 12 contains 84740 members 
Mstep: Class 13 contains 66323 members 
Mstep: Class 14 contains 161447 members 
Mstep: Class 16 contains 77244 members 
Mstep: Class 18 contains 21534 members 
Mstep: Class 19 contains 858 members 
Mstep: Class 20 contains 80785 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147012240.000000 Penalty: 68805.593750
Iteration 41Q: 21 clusters Score -1.470122e+08 nChanged 13850
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 22971 members 
Mstep: Class 3 contains 149303 members 
Mstep: Class 4 contains 161708 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2192 members 
Mstep: Class 7 contains 569 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 19897 members 
Mstep: Class 11 contains 36884 members 
Mstep: Class 12 contains 85309 members 
Mstep: Class 13 contains 65943 members 
Mstep: Class 14 contains 160798 members 
Mstep: Class 16 contains 79977 members 
Mstep: Class 18 contains 21101 members 
Mstep: Class 19 contains 857 members 
Mstep: Class 20 contains 81429 members 
Mstep: Class 21 contains 1773 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 89523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147014928.000000 Penalty: 68805.593750
Iteration 42Q: 21 clusters Score -1.470149e+08 nChanged 13319
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 23393 members 
Mstep: Class 3 contains 148402 members 
Mstep: Class 4 contains 161476 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 563 members 
Mstep: Class 9 contains 72963 members 
Mstep: Class 10 contains 19755 members 
Mstep: Class 11 contains 36742 members 
Mstep: Class 12 contains 85837 members 
Mstep: Class 13 contains 65448 members 
Mstep: Class 14 contains 160357 members 
Mstep: Class 16 contains 82491 members 
Mstep: Class 18 contains 20651 members 
Mstep: Class 19 contains 856 members 
Mstep: Class 20 contains 81981 members 
Mstep: Class 21 contains 1777 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 89479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147017344.000000 Penalty: 68805.593750
Iteration 43Q: 21 clusters Score -1.470173e+08 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 23793 members 
Mstep: Class 3 contains 147588 members 
Mstep: Class 4 contains 161396 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 9 contains 71909 members 
Mstep: Class 10 contains 19636 members 
Mstep: Class 11 contains 36634 members 
Mstep: Class 12 contains 86386 members 
Mstep: Class 13 contains 64966 members 
Mstep: Class 14 contains 159772 members 
Mstep: Class 16 contains 84842 members 
Mstep: Class 18 contains 20198 members 
Mstep: Class 19 contains 855 members 
Mstep: Class 20 contains 82451 members 
Mstep: Class 21 contains 1781 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018128.000000 Penalty: 68805.593750
Iteration 44Q: 21 clusters Score -1.470181e+08 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 24168 members 
Mstep: Class 3 contains 146783 members 
Mstep: Class 4 contains 161405 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2205 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 9 contains 70945 members 
Mstep: Class 10 contains 19527 members 
Mstep: Class 11 contains 36542 members 
Mstep: Class 12 contains 86873 members 
Mstep: Class 13 contains 64572 members 
Mstep: Class 14 contains 159190 members 
Mstep: Class 16 contains 87022 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 82877 members 
Mstep: Class 21 contains 1787 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147019456.000000 Penalty: 68805.593750
Iteration 45Q: 21 clusters Score -1.470195e+08 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 24535 members 
Mstep: Class 3 contains 145949 members 
Mstep: Class 4 contains 161418 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 9 contains 70041 members 
Mstep: Class 10 contains 19409 members 
Mstep: Class 11 contains 36471 members 
Mstep: Class 12 contains 87371 members 
Mstep: Class 13 contains 64196 members 
Mstep: Class 14 contains 158670 members 
Mstep: Class 16 contains 89026 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 83274 members 
Mstep: Class 21 contains 1797 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147020656.000000 Penalty: 68805.593750
Iteration 46Q: 21 clusters Score -1.470207e+08 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24892 members 
Mstep: Class 3 contains 145180 members 
Mstep: Class 4 contains 161461 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 9 contains 69173 members 
Mstep: Class 10 contains 19323 members 
Mstep: Class 11 contains 36415 members 
Mstep: Class 12 contains 87826 members 
Mstep: Class 13 contains 63829 members 
Mstep: Class 14 contains 158193 members 
Mstep: Class 16 contains 90854 members 
Mstep: Class 18 contains 18887 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 83612 members 
Mstep: Class 21 contains 1806 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147021840.000000 Penalty: 68805.593750
Iteration 47Q: 21 clusters Score -1.470218e+08 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 25238 members 
Mstep: Class 3 contains 144453 members 
Mstep: Class 4 contains 161505 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 9 contains 68373 members 
Mstep: Class 10 contains 19234 members 
Mstep: Class 11 contains 36345 members 
Mstep: Class 12 contains 88205 members 
Mstep: Class 13 contains 63502 members 
Mstep: Class 14 contains 157840 members 
Mstep: Class 16 contains 92514 members 
Mstep: Class 18 contains 18510 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 83921 members 
Mstep: Class 21 contains 1814 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147023568.000000 Penalty: 68805.593750
Iteration 48Q: 21 clusters Score -1.470236e+08 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 25545 members 
Mstep: Class 3 contains 143781 members 
Mstep: Class 4 contains 161718 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 9 contains 67639 members 
Mstep: Class 10 contains 19117 members 
Mstep: Class 11 contains 36259 members 
Mstep: Class 12 contains 88536 members 
Mstep: Class 13 contains 63212 members 
Mstep: Class 14 contains 157528 members 
Mstep: Class 16 contains 94085 members 
Mstep: Class 18 contains 18095 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 84145 members 
Mstep: Class 21 contains 1826 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 89263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147024384.000000 Penalty: 68805.593750
Iteration 49Q: 21 clusters Score -1.470244e+08 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 25796 members 
Mstep: Class 3 contains 143076 members 
Mstep: Class 4 contains 161935 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 9 contains 66983 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 36223 members 
Mstep: Class 12 contains 88870 members 
Mstep: Class 13 contains 62960 members 
Mstep: Class 14 contains 157246 members 
Mstep: Class 16 contains 95520 members 
Mstep: Class 18 contains 17668 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 84353 members 
Mstep: Class 21 contains 1840 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 89238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147025168.000000 Penalty: 68805.593750
Iteration 50Q: 21 clusters Score -1.470252e+08 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 26019 members 
Mstep: Class 3 contains 142309 members 
Mstep: Class 4 contains 162024 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 9 contains 66353 members 
Mstep: Class 10 contains 18958 members 
Mstep: Class 11 contains 36186 members 
Mstep: Class 12 contains 89179 members 
Mstep: Class 13 contains 62794 members 
Mstep: Class 14 contains 157150 members 
Mstep: Class 16 contains 96882 members 
Mstep: Class 18 contains 17255 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 84556 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 89227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147026416.000000 Penalty: 68805.593750
Iteration 51Q: 21 clusters Score -1.470264e+08 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 26244 members 
Mstep: Class 3 contains 141595 members 
Mstep: Class 4 contains 162029 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 9 contains 65800 members 
Mstep: Class 10 contains 18890 members 
Mstep: Class 11 contains 36148 members 
Mstep: Class 12 contains 89496 members 
Mstep: Class 13 contains 62609 members 
Mstep: Class 14 contains 157080 members 
Mstep: Class 16 contains 98111 members 
Mstep: Class 18 contains 16899 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 84725 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 89253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147027600.000000 Penalty: 68805.593750
Iteration 52Q: 21 clusters Score -1.470276e+08 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26434 members 
Mstep: Class 3 contains 140903 members 
Mstep: Class 4 contains 162026 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 9 contains 65295 members 
Mstep: Class 10 contains 18792 members 
Mstep: Class 11 contains 36127 members 
Mstep: Class 12 contains 89839 members 
Mstep: Class 13 contains 62547 members 
Mstep: Class 14 contains 156954 members 
Mstep: Class 16 contains 99196 members 
Mstep: Class 18 contains 16546 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 84928 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147028448.000000 Penalty: 68805.593750
Iteration 53Q: 21 clusters Score -1.470284e+08 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26620 members 
Mstep: Class 3 contains 140184 members 
Mstep: Class 4 contains 162068 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 9 contains 64812 members 
Mstep: Class 10 contains 18687 members 
Mstep: Class 11 contains 36113 members 
Mstep: Class 12 contains 90185 members 
Mstep: Class 13 contains 62477 members 
Mstep: Class 14 contains 156884 members 
Mstep: Class 16 contains 100188 members 
Mstep: Class 18 contains 16200 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85120 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147029088.000000 Penalty: 68805.593750
Iteration 54Q: 21 clusters Score -1.470291e+08 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26804 members 
Mstep: Class 3 contains 139491 members 
Mstep: Class 4 contains 162019 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 9 contains 64334 members 
Mstep: Class 10 contains 18615 members 
Mstep: Class 11 contains 36137 members 
Mstep: Class 12 contains 90477 members 
Mstep: Class 13 contains 62421 members 
Mstep: Class 14 contains 156874 members 
Mstep: Class 16 contains 101094 members 
Mstep: Class 18 contains 15885 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85295 members 
Mstep: Class 21 contains 1909 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 89391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147030128.000000 Penalty: 68805.593750
Iteration 55Q: 21 clusters Score -1.470301e+08 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26937 members 
Mstep: Class 3 contains 138768 members 
Mstep: Class 4 contains 161904 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 9 contains 63879 members 
Mstep: Class 10 contains 18544 members 
Mstep: Class 11 contains 36152 members 
Mstep: Class 12 contains 90770 members 
Mstep: Class 13 contains 62491 members 
Mstep: Class 14 contains 156878 members 
Mstep: Class 16 contains 101920 members 
Mstep: Class 18 contains 15605 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85478 members 
Mstep: Class 21 contains 1922 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 89497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147029920.000000 Penalty: 68805.593750
Iteration 56Q: 21 clusters Score -1.470299e+08 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27066 members 
Mstep: Class 3 contains 138101 members 
Mstep: Class 4 contains 161751 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 9 contains 63462 members 
Mstep: Class 10 contains 18472 members 
Mstep: Class 11 contains 36174 members 
Mstep: Class 12 contains 91065 members 
Mstep: Class 13 contains 62484 members 
Mstep: Class 14 contains 157034 members 
Mstep: Class 16 contains 102655 members 
Mstep: Class 18 contains 15324 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85638 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 89580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147030944.000000 Penalty: 68805.593750
Iteration 57Q: 21 clusters Score -1.470309e+08 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27199 members 
Mstep: Class 3 contains 137478 members 
Mstep: Class 4 contains 161626 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 9 contains 63084 members 
Mstep: Class 10 contains 18419 members 
Mstep: Class 11 contains 36214 members 
Mstep: Class 12 contains 91317 members 
Mstep: Class 13 contains 62560 members 
Mstep: Class 14 contains 157071 members 
Mstep: Class 16 contains 103352 members 
Mstep: Class 18 contains 15036 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85743 members 
Mstep: Class 21 contains 1957 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 89691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147031696.000000 Penalty: 68805.593750
Iteration 58Q: 21 clusters Score -1.470317e+08 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27314 members 
Mstep: Class 3 contains 136837 members 
Mstep: Class 4 contains 161519 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 9 contains 62733 members 
Mstep: Class 10 contains 18372 members 
Mstep: Class 11 contains 36255 members 
Mstep: Class 12 contains 91553 members 
Mstep: Class 13 contains 62663 members 
Mstep: Class 14 contains 157168 members 
Mstep: Class 16 contains 104006 members 
Mstep: Class 18 contains 14753 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85843 members 
Mstep: Class 21 contains 1975 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 89755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147032032.000000 Penalty: 68805.593750
Iteration 59Q: 21 clusters Score -1.47032e+08 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 1864 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27404 members 
Mstep: Class 3 contains 136223 members 
Mstep: Class 4 contains 161443 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 9 contains 62415 members 
Mstep: Class 10 contains 18358 members 
Mstep: Class 11 contains 36295 members 
Mstep: Class 12 contains 91717 members 
Mstep: Class 13 contains 62772 members 
Mstep: Class 14 contains 157300 members 
Mstep: Class 16 contains 104592 members 
Mstep: Class 18 contains 14497 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85908 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 89829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147032432.000000 Penalty: 68805.593750
Iteration 60F: 21 clusters Score -1.470324e+08 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27500 members 
Mstep: Class 3 contains 135345 members 
Mstep: Class 4 contains 161377 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 62128 members 
Mstep: Class 10 contains 18345 members 
Mstep: Class 11 contains 36352 members 
Mstep: Class 12 contains 91918 members 
Mstep: Class 13 contains 63230 members 
Mstep: Class 14 contains 157317 members 
Mstep: Class 16 contains 105123 members 
Mstep: Class 18 contains 14227 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85986 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 89890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147033280.000000 Penalty: 68805.593750
Iteration 61Q: 21 clusters Score -1.470333e+08 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27572 members 
Mstep: Class 3 contains 134304 members 
Mstep: Class 4 contains 161315 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 61876 members 
Mstep: Class 10 contains 18331 members 
Mstep: Class 11 contains 36413 members 
Mstep: Class 12 contains 92137 members 
Mstep: Class 13 contains 63810 members 
Mstep: Class 14 contains 157402 members 
Mstep: Class 16 contains 105571 members 
Mstep: Class 18 contains 14006 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86024 members 
Mstep: Class 21 contains 2021 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 89964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147034352.000000 Penalty: 68805.593750
Iteration 62Q: 21 clusters Score -1.470344e+08 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27624 members 
Mstep: Class 3 contains 133238 members 
Mstep: Class 4 contains 161247 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 9 contains 61682 members 
Mstep: Class 10 contains 18305 members 
Mstep: Class 11 contains 36474 members 
Mstep: Class 12 contains 92364 members 
Mstep: Class 13 contains 64478 members 
Mstep: Class 14 contains 157408 members 
Mstep: Class 16 contains 105969 members 
Mstep: Class 18 contains 13795 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86053 members 
Mstep: Class 21 contains 2031 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 90079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035152.000000 Penalty: 68805.593750
Iteration 63Q: 21 clusters Score -1.470352e+08 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27703 members 
Mstep: Class 3 contains 132088 members 
Mstep: Class 4 contains 161177 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 9 contains 61502 members 
Mstep: Class 10 contains 18273 members 
Mstep: Class 11 contains 36530 members 
Mstep: Class 12 contains 92609 members 
Mstep: Class 13 contains 65266 members 
Mstep: Class 14 contains 157347 members 
Mstep: Class 16 contains 106317 members 
Mstep: Class 18 contains 13592 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86092 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 90217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035584.000000 Penalty: 68805.593750
Iteration 64Q: 21 clusters Score -1.470356e+08 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27738 members 
Mstep: Class 3 contains 130908 members 
Mstep: Class 4 contains 161138 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 9 contains 61331 members 
Mstep: Class 10 contains 18234 members 
Mstep: Class 11 contains 36579 members 
Mstep: Class 12 contains 92783 members 
Mstep: Class 13 contains 66057 members 
Mstep: Class 14 contains 157397 members 
Mstep: Class 16 contains 106645 members 
Mstep: Class 18 contains 13428 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86136 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035824.000000 Penalty: 68805.593750
Iteration 65Q: 21 clusters Score -1.470358e+08 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27776 members 
Mstep: Class 3 contains 129651 members 
Mstep: Class 4 contains 161010 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 9 contains 61213 members 
Mstep: Class 10 contains 18197 members 
Mstep: Class 11 contains 36661 members 
Mstep: Class 12 contains 92959 members 
Mstep: Class 13 contains 66985 members 
Mstep: Class 14 contains 157416 members 
Mstep: Class 16 contains 106931 members 
Mstep: Class 18 contains 13270 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86167 members 
Mstep: Class 21 contains 2043 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035520.000000 Penalty: 68805.593750
Iteration 66Q: 21 clusters Score -1.470355e+08 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27817 members 
Mstep: Class 3 contains 128355 members 
Mstep: Class 4 contains 160887 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 9 contains 61075 members 
Mstep: Class 10 contains 18182 members 
Mstep: Class 11 contains 36750 members 
Mstep: Class 12 contains 93126 members 
Mstep: Class 13 contains 67978 members 
Mstep: Class 14 contains 157464 members 
Mstep: Class 16 contains 107168 members 
Mstep: Class 18 contains 13115 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86197 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035328.000000 Penalty: 68805.593750
Iteration 67Q: 21 clusters Score -1.470353e+08 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27842 members 
Mstep: Class 3 contains 127074 members 
Mstep: Class 4 contains 160789 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 9 contains 60938 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 36838 members 
Mstep: Class 12 contains 93281 members 
Mstep: Class 13 contains 69007 members 
Mstep: Class 14 contains 157485 members 
Mstep: Class 16 contains 107393 members 
Mstep: Class 18 contains 12973 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86226 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035344.000000 Penalty: 68805.593750
Iteration 68Q: 21 clusters Score -1.470353e+08 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27846 members 
Mstep: Class 3 contains 125740 members 
Mstep: Class 4 contains 160678 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 60796 members 
Mstep: Class 10 contains 18088 members 
Mstep: Class 11 contains 36910 members 
Mstep: Class 12 contains 93440 members 
Mstep: Class 13 contains 70149 members 
Mstep: Class 14 contains 157507 members 
Mstep: Class 16 contains 107614 members 
Mstep: Class 18 contains 12860 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86251 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147035344.000000 Penalty: 68805.593750
Iteration 69Q: 21 clusters Score -1.470353e+08 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27852 members 
Mstep: Class 3 contains 124264 members 
Mstep: Class 4 contains 160631 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 60643 members 
Mstep: Class 10 contains 18063 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 93568 members 
Mstep: Class 13 contains 71441 members 
Mstep: Class 14 contains 157521 members 
Mstep: Class 16 contains 107786 members 
Mstep: Class 18 contains 12761 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86258 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036496.000000 Penalty: 68805.593750
Iteration 70Q: 21 clusters Score -1.470365e+08 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27870 members 
Mstep: Class 3 contains 122765 members 
Mstep: Class 4 contains 160505 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 60487 members 
Mstep: Class 10 contains 18034 members 
Mstep: Class 11 contains 37107 members 
Mstep: Class 12 contains 93712 members 
Mstep: Class 13 contains 72784 members 
Mstep: Class 14 contains 157542 members 
Mstep: Class 16 contains 107959 members 
Mstep: Class 18 contains 12670 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86266 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036512.000000 Penalty: 68805.593750
Iteration 71Q: 21 clusters Score -1.470365e+08 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27878 members 
Mstep: Class 3 contains 121304 members 
Mstep: Class 4 contains 160403 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 60326 members 
Mstep: Class 10 contains 18027 members 
Mstep: Class 11 contains 37193 members 
Mstep: Class 12 contains 93826 members 
Mstep: Class 13 contains 74197 members 
Mstep: Class 14 contains 157525 members 
Mstep: Class 16 contains 108100 members 
Mstep: Class 18 contains 12565 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86259 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036896.000000 Penalty: 68805.593750
Iteration 72Q: 21 clusters Score -1.470369e+08 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27899 members 
Mstep: Class 3 contains 119805 members 
Mstep: Class 4 contains 160300 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 60173 members 
Mstep: Class 10 contains 18017 members 
Mstep: Class 11 contains 37280 members 
Mstep: Class 12 contains 93907 members 
Mstep: Class 13 contains 75704 members 
Mstep: Class 14 contains 157515 members 
Mstep: Class 16 contains 108208 members 
Mstep: Class 18 contains 12460 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86262 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037248.000000 Penalty: 68805.593750
Iteration 73Q: 21 clusters Score -1.470372e+08 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27898 members 
Mstep: Class 3 contains 118180 members 
Mstep: Class 4 contains 160269 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 60010 members 
Mstep: Class 10 contains 18013 members 
Mstep: Class 11 contains 37375 members 
Mstep: Class 12 contains 93967 members 
Mstep: Class 13 contains 77401 members 
Mstep: Class 14 contains 157460 members 
Mstep: Class 16 contains 108303 members 
Mstep: Class 18 contains 12343 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86249 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147036960.000000 Penalty: 68805.593750
Iteration 74Q: 21 clusters Score -1.47037e+08 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27881 members 
Mstep: Class 3 contains 116480 members 
Mstep: Class 4 contains 160290 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 59853 members 
Mstep: Class 10 contains 18000 members 
Mstep: Class 11 contains 37454 members 
Mstep: Class 12 contains 94046 members 
Mstep: Class 13 contains 79232 members 
Mstep: Class 14 contains 157373 members 
Mstep: Class 16 contains 108371 members 
Mstep: Class 18 contains 12253 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86210 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147037648.000000 Penalty: 68805.593750
Iteration 75Q: 21 clusters Score -1.470376e+08 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27849 members 
Mstep: Class 3 contains 114814 members 
Mstep: Class 4 contains 160258 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 59709 members 
Mstep: Class 10 contains 17996 members 
Mstep: Class 11 contains 37526 members 
Mstep: Class 12 contains 94138 members 
Mstep: Class 13 contains 81110 members 
Mstep: Class 14 contains 157269 members 
Mstep: Class 16 contains 108408 members 
Mstep: Class 18 contains 12169 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86158 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147038912.000000 Penalty: 68805.593750
Iteration 76Q: 21 clusters Score -1.470389e+08 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27791 members 
Mstep: Class 3 contains 113094 members 
Mstep: Class 4 contains 160194 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 59570 members 
Mstep: Class 10 contains 17987 members 
Mstep: Class 11 contains 37599 members 
Mstep: Class 12 contains 94225 members 
Mstep: Class 13 contains 83127 members 
Mstep: Class 14 contains 157152 members 
Mstep: Class 16 contains 108427 members 
Mstep: Class 18 contains 12095 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 86091 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039536.000000 Penalty: 68805.593750
Iteration 77Q: 21 clusters Score -1.470395e+08 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27744 members 
Mstep: Class 3 contains 111306 members 
Mstep: Class 4 contains 160113 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 59434 members 
Mstep: Class 10 contains 17976 members 
Mstep: Class 11 contains 37680 members 
Mstep: Class 12 contains 94297 members 
Mstep: Class 13 contains 85264 members 
Mstep: Class 14 contains 157037 members 
Mstep: Class 16 contains 108453 members 
Mstep: Class 18 contains 12023 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85991 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91377 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 21 clusters Score -1.470405e+08 nChanged 4951
Entering ConstructFrom: 
Score: -147040480.000000 Penalty: 68805.593750
Entering ConstructFrom: 
Trying to split cluster 1 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -154084.390625 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -154084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -152092.203125 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -152092.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -152403.437500 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -152403.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152513.062500 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -152513.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -152558.875000 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -152558.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -152583.546875 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -152583.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -152600.390625 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -152600.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -152614.843750 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -152614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -152620.828125 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -152620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -152624.468750 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -152624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -152629.109375 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -152629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -152632.875000 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -152632.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -152639.593750 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -152639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -152641.890625 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -152641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -152644.968750 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -152645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -152646.406250 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -152646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -152647.140625 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -152647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -152647.968750 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -152648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -152647.968750 Penalty: 3477.114746
	Iteration 17F: 3 clusters Score -152648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Entering Unmasked Estep 
Score: -3941950.250000 Penalty: 2536.668213
	Iteration 0F: 2 clusters Score -3941950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3922925.750000 Penalty: 5073.336426
	Iteration 0F: 3 clusters Score -3922926 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3929490.250000 Penalty: 5073.336426
	Iteration 1F: 3 clusters Score -3929490 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -3929871.750000 Penalty: 5073.336426
	Iteration 2Q: 3 clusters Score -3929872 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3930197.250000 Penalty: 5073.336426
	Iteration 3Q: 3 clusters Score -3930197 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3930457.250000 Penalty: 5073.336426
	Iteration 4Q: 3 clusters Score -3930457 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3930666.500000 Penalty: 5073.336426
	Iteration 5Q: 3 clusters Score -3930666 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3930812.250000 Penalty: 5073.336426
	Iteration 6Q: 3 clusters Score -3930812 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3930959.000000 Penalty: 5073.336426
	Iteration 7Q: 3 clusters Score -3930959 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3931059.500000 Penalty: 5073.336426
	Iteration 8Q: 3 clusters Score -3931060 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3931159.500000 Penalty: 5073.336426
	Iteration 9Q: 3 clusters Score -3931160 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3931258.500000 Penalty: 5073.336426
	Iteration 10Q: 3 clusters Score -3931258 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3931379.000000 Penalty: 5073.336426
	Iteration 11Q: 3 clusters Score -3931379 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3931519.250000 Penalty: 5073.336426
	Iteration 12Q: 3 clusters Score -3931519 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3931691.250000 Penalty: 5073.336426
	Iteration 13Q: 3 clusters Score -3931691 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3931955.000000 Penalty: 5073.336426
	Iteration 14Q: 3 clusters Score -3931955 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3932324.000000 Penalty: 5073.336426
	Iteration 15Q: 3 clusters Score -3932324 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3932948.000000 Penalty: 5073.336426
	Iteration 16Q: 3 clusters Score -3932948 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3933905.750000 Penalty: 5073.336426
	Iteration 17F: 3 clusters Score -3933906 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -3935300.250000 Penalty: 5073.336426
	Iteration 18F: 3 clusters Score -3935300 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3936953.250000 Penalty: 5073.336426
	Iteration 19F: 3 clusters Score -3936953 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3938320.500000 Penalty: 5073.336426
	Iteration 20F: 3 clusters Score -3938320 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3939216.500000 Penalty: 5073.336426
	Iteration 21Q: 3 clusters Score -3939216 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3939652.750000 Penalty: 5073.336426
	Iteration 22Q: 3 clusters Score -3939653 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3939898.250000 Penalty: 5073.336426
	Iteration 23Q: 3 clusters Score -3939898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3940024.250000 Penalty: 5073.336426
	Iteration 24Q: 3 clusters Score -3940024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3940106.500000 Penalty: 5073.336426
	Iteration 25Q: 3 clusters Score -3940106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3940159.000000 Penalty: 5073.336426
	Iteration 26Q: 3 clusters Score -3940159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3940185.000000 Penalty: 5073.336426
	Iteration 27Q: 3 clusters Score -3940185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3940200.000000 Penalty: 5073.336426
	Iteration 28Q: 3 clusters Score -3940200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3940210.750000 Penalty: 5073.336426
	Iteration 29Q: 3 clusters Score -3940211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3940217.000000 Penalty: 5073.336426
	Iteration 30Q: 3 clusters Score -3940217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3940219.500000 Penalty: 5073.336426
	Iteration 31Q: 3 clusters Score -3940220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3940220.250000 Penalty: 5073.336426
	Iteration 32Q: 3 clusters Score -3940220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3940226.000000 Penalty: 5073.336426
	Iteration 33Q: 3 clusters Score -3940226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3940238.500000 Penalty: 5073.336426
	Iteration 34Q: 3 clusters Score -3940238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3940237.250000 Penalty: 5073.336426
	Iteration 35Q: 3 clusters Score -3940237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3940237.000000 Penalty: 5073.336426
	Iteration 36Q: 3 clusters Score -3940237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3940242.250000 Penalty: 5073.336426
	Iteration 37Q: 3 clusters Score -3940242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3940245.500000 Penalty: 5073.336426
	Iteration 38Q: 3 clusters Score -3940246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3940253.000000 Penalty: 5073.336426
	Iteration 39Q: 3 clusters Score -3940253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3940254.500000 Penalty: 5073.336426
	Iteration 40F: 3 clusters Score -3940254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3940262.500000 Penalty: 5073.336426
	Iteration 41Q: 3 clusters Score -3940262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3940271.250000 Penalty: 5073.336426
	Iteration 42Q: 3 clusters Score -3940271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3940264.500000 Penalty: 5073.336426
	Iteration 43Q: 3 clusters Score -3940264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3940274.000000 Penalty: 5073.336426
	Iteration 44Q: 3 clusters Score -3940274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3940275.250000 Penalty: 5073.336426
	Iteration 45Q: 3 clusters Score -3940275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3940275.250000 Penalty: 5073.336426
	Iteration 46F: 3 clusters Score -3940275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109468 members 
Entering Unmasked Estep 
Score: -15542851.000000 Penalty: 2877.640137
	Iteration 0F: 2 clusters Score -1.554285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -15470845.000000 Penalty: 5755.280273
	Iteration 0F: 3 clusters Score -1.547084e+07 nChanged 51835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -15501187.000000 Penalty: 5755.280273
	Iteration 1F: 3 clusters Score -1.550119e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -15503315.000000 Penalty: 5755.280273
	Iteration 2Q: 3 clusters Score -1.550332e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -15507161.000000 Penalty: 5755.280273
	Iteration 3F: 3 clusters Score -1.550716e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -15512747.000000 Penalty: 5755.280273
	Iteration 4F: 3 clusters Score -1.551275e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -15519661.000000 Penalty: 5755.280273
	Iteration 5F: 3 clusters Score -1.551966e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -15526335.000000 Penalty: 5755.280273
	Iteration 6F: 3 clusters Score -1.552634e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -15531640.000000 Penalty: 5755.280273
	Iteration 7F: 3 clusters Score -1.553164e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -15534917.000000 Penalty: 5755.280273
	Iteration 8Q: 3 clusters Score -1.553492e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -15537230.000000 Penalty: 5755.280273
	Iteration 9Q: 3 clusters Score -1.553723e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -15538879.000000 Penalty: 5755.280273
	Iteration 10Q: 3 clusters Score -1.553888e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -15539888.000000 Penalty: 5755.280273
	Iteration 11Q: 3 clusters Score -1.553989e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -15540548.000000 Penalty: 5755.280273
	Iteration 12Q: 3 clusters Score -1.554055e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -15541042.000000 Penalty: 5755.280273
	Iteration 13Q: 3 clusters Score -1.554104e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -15541553.000000 Penalty: 5755.280273
	Iteration 14Q: 3 clusters Score -1.554155e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -15541978.000000 Penalty: 5755.280273
	Iteration 15Q: 3 clusters Score -1.554198e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -15542281.000000 Penalty: 5755.280273
	Iteration 16Q: 3 clusters Score -1.554228e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 98528 members 
Entering Unmasked Estep 
Score: -15542502.000000 Penalty: 5755.280273
	Iteration 17Q: 3 clusters Score -1.55425e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 99529 members 
Entering Unmasked Estep 
Score: -15542580.000000 Penalty: 5755.280273
	Iteration 18Q: 3 clusters Score -1.554258e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 100441 members 
Entering Unmasked Estep 
Score: -15542732.000000 Penalty: 5755.280273
	Iteration 19Q: 3 clusters Score -1.554273e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 101256 members 
Entering Unmasked Estep 
Score: -15542871.000000 Penalty: 5755.280273
	Iteration 20F: 3 clusters Score -1.554287e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 101990 members 
Entering Unmasked Estep 
Score: -15542870.000000 Penalty: 5755.280273
	Iteration 21Q: 3 clusters Score -1.554287e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 102614 members 
Entering Unmasked Estep 
Score: -15542909.000000 Penalty: 5755.280273
	Iteration 22Q: 3 clusters Score -1.554291e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -15542924.000000 Penalty: 5755.280273
	Iteration 23Q: 3 clusters Score -1.554292e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 103652 members 
Entering Unmasked Estep 
Score: -15542973.000000 Penalty: 5755.280273
	Iteration 24Q: 3 clusters Score -1.554297e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 104077 members 
Entering Unmasked Estep 
Score: -15542945.000000 Penalty: 5755.280273
	Iteration 25Q: 3 clusters Score -1.554294e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 104422 members 
Entering Unmasked Estep 
Score: -15542923.000000 Penalty: 5755.280273
	Iteration 26Q: 3 clusters Score -1.554292e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -15542901.000000 Penalty: 5755.280273
	Iteration 27Q: 3 clusters Score -1.55429e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 104987 members 
Entering Unmasked Estep 
Score: -15542901.000000 Penalty: 5755.280273
	Iteration 28Q: 3 clusters Score -1.55429e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 105217 members 
Entering Unmasked Estep 
Score: -15542912.000000 Penalty: 5755.280273
	Iteration 29Q: 3 clusters Score -1.554291e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 105395 members 
Entering Unmasked Estep 
Score: -15542895.000000 Penalty: 5755.280273
	Iteration 30Q: 3 clusters Score -1.55429e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 105559 members 
Entering Unmasked Estep 
Score: -15542889.000000 Penalty: 5755.280273
	Iteration 31Q: 3 clusters Score -1.554289e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -15542901.000000 Penalty: 5755.280273
	Iteration 32Q: 3 clusters Score -1.55429e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -15542867.000000 Penalty: 5755.280273
	Iteration 33Q: 3 clusters Score -1.554287e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 105914 members 
Entering Unmasked Estep 
Score: -15542856.000000 Penalty: 5755.280273
	Iteration 34Q: 3 clusters Score -1.554286e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 106009 members 
Entering Unmasked Estep 
Score: -15542878.000000 Penalty: 5755.280273
	Iteration 35Q: 3 clusters Score -1.554288e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 106095 members 
Entering Unmasked Estep 
Score: -15542877.000000 Penalty: 5755.280273
	Iteration 36Q: 3 clusters Score -1.554288e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 106176 members 
Entering Unmasked Estep 
Score: -15542869.000000 Penalty: 5755.280273
	Iteration 37Q: 3 clusters Score -1.554287e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 106250 members 
Entering Unmasked Estep 
Score: -15542869.000000 Penalty: 5755.280273
	Iteration 38Q: 3 clusters Score -1.554287e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -15542881.000000 Penalty: 5755.280273
	Iteration 39Q: 3 clusters Score -1.554288e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 106384 members 
Entering Unmasked Estep 
Score: -15542879.000000 Penalty: 5755.280273
	Iteration 40F: 3 clusters Score -1.554288e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 106428 members 
Entering Unmasked Estep 
Score: -15542870.000000 Penalty: 5755.280273
	Iteration 41Q: 3 clusters Score -1.554287e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -15542857.000000 Penalty: 5755.280273
	Iteration 42Q: 3 clusters Score -1.554286e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 106497 members 
Entering Unmasked Estep 
Score: -15542863.000000 Penalty: 5755.280273
	Iteration 43Q: 3 clusters Score -1.554286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 106531 members 
Entering Unmasked Estep 
Score: -15542843.000000 Penalty: 5755.280273
	Iteration 44Q: 3 clusters Score -1.554284e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 106565 members 
Entering Unmasked Estep 
Score: -15542829.000000 Penalty: 5755.280273
	Iteration 45Q: 3 clusters Score -1.554283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 106591 members 
Entering Unmasked Estep 
Score: -15542824.000000 Penalty: 5755.280273
	Iteration 46Q: 3 clusters Score -1.554282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 106611 members 
Entering Unmasked Estep 
Score: -15542811.000000 Penalty: 5755.280273
	Iteration 47Q: 3 clusters Score -1.554281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 106629 members 
Entering Unmasked Estep 
Score: -15542812.000000 Penalty: 5755.280273
	Iteration 48Q: 3 clusters Score -1.554281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 106649 members 
Entering Unmasked Estep 
Score: -15542809.000000 Penalty: 5755.280273
	Iteration 49Q: 3 clusters Score -1.554281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 106668 members 
Entering Unmasked Estep 
Score: -15542820.000000 Penalty: 5755.280273
	Iteration 50Q: 3 clusters Score -1.554282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 106688 members 
Entering Unmasked Estep 
Score: -15542794.000000 Penalty: 5755.280273
	Iteration 51Q: 3 clusters Score -1.554279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 106700 members 
Entering Unmasked Estep 
Score: -15542788.000000 Penalty: 5755.280273
	Iteration 52Q: 3 clusters Score -1.554279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 106710 members 
Entering Unmasked Estep 
Score: -15542797.000000 Penalty: 5755.280273
	Iteration 53Q: 3 clusters Score -1.55428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -15542807.000000 Penalty: 5755.280273
	Iteration 54Q: 3 clusters Score -1.554281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 106739 members 
Entering Unmasked Estep 
Score: -15542806.000000 Penalty: 5755.280273
	Iteration 55Q: 3 clusters Score -1.554281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -15542815.000000 Penalty: 5755.280273
	Iteration 56Q: 3 clusters Score -1.554282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 106771 members 
Entering Unmasked Estep 
Score: -15542813.000000 Penalty: 5755.280273
	Iteration 57Q: 3 clusters Score -1.554281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -15542822.000000 Penalty: 5755.280273
	Iteration 58Q: 3 clusters Score -1.554282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -15542803.000000 Penalty: 5755.280273
	Iteration 59Q: 3 clusters Score -1.55428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 106810 members 
Entering Unmasked Estep 
Score: -15542779.000000 Penalty: 5755.280273
	Iteration 60F: 3 clusters Score -1.554278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 106823 members 
Entering Unmasked Estep 
Score: -15542773.000000 Penalty: 5755.280273
	Iteration 61Q: 3 clusters Score -1.554277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 106836 members 
Entering Unmasked Estep 
Score: -15542769.000000 Penalty: 5755.280273
	Iteration 62Q: 3 clusters Score -1.554277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 106845 members 
Entering Unmasked Estep 
Score: -15542780.000000 Penalty: 5755.280273
	Iteration 63Q: 3 clusters Score -1.554278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 106856 members 
Entering Unmasked Estep 
Score: -15542784.000000 Penalty: 5755.280273
	Iteration 64Q: 3 clusters Score -1.554278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 106867 members 
Entering Unmasked Estep 
Score: -15542779.000000 Penalty: 5755.280273
	Iteration 65Q: 3 clusters Score -1.554278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -15542789.000000 Penalty: 5755.280273
	Iteration 66Q: 3 clusters Score -1.554279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -15542790.000000 Penalty: 5755.280273
	Iteration 67Q: 3 clusters Score -1.554279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -15542779.000000 Penalty: 5755.280273
	Iteration 68Q: 3 clusters Score -1.554278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -15542771.000000 Penalty: 5755.280273
	Iteration 69Q: 3 clusters Score -1.554277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 106910 members 
Entering Unmasked Estep 
Score: -15542771.000000 Penalty: 5755.280273
	Iteration 70Q: 3 clusters Score -1.554277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -15542772.000000 Penalty: 5755.280273
	Iteration 71Q: 3 clusters Score -1.554277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 106922 members 
Entering Unmasked Estep 
Score: -15542760.000000 Penalty: 5755.280273
	Iteration 72Q: 3 clusters Score -1.554276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -15542771.000000 Penalty: 5755.280273
	Iteration 73Q: 3 clusters Score -1.554277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 106930 members 
Entering Unmasked Estep 
Score: -15542769.000000 Penalty: 5755.280273
	Iteration 74Q: 3 clusters Score -1.554277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 106934 members 
Entering Unmasked Estep 
Score: -15542770.000000 Penalty: 5755.280273
	Iteration 75Q: 3 clusters Score -1.554277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 106936 members 
Entering Unmasked Estep 
Score: -15542771.000000 Penalty: 5755.280273
	Iteration 76Q: 3 clusters Score -1.554277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 106937 members 
Entering Unmasked Estep 
Score: -15542770.000000 Penalty: 5755.280273
	Iteration 77Q: 3 clusters Score -1.554277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -15542769.000000 Penalty: 5755.280273
	Iteration 78Q: 3 clusters Score -1.554277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -15542769.000000 Penalty: 5755.280273
	Iteration 79F: 3 clusters Score -1.554277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (160010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160010 members 
Entering Unmasked Estep 
Score: -22435456.000000 Penalty: 2971.781738
	Iteration 0F: 2 clusters Score -2.243546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -22332024.000000 Penalty: 5943.563477
	Iteration 0F: 3 clusters Score -2.233202e+07 nChanged 76456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -22376680.000000 Penalty: 5943.563477
	Iteration 1F: 3 clusters Score -2.237668e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -22378602.000000 Penalty: 5943.563477
	Iteration 2Q: 3 clusters Score -2.23786e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 94163 members 
Entering Unmasked Estep 
Score: -22382044.000000 Penalty: 5943.563477
	Iteration 3Q: 3 clusters Score -2.238204e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 102181 members 
Entering Unmasked Estep 
Score: -22387942.000000 Penalty: 5943.563477
	Iteration 4F: 3 clusters Score -2.238794e+07 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 112879 members 
Entering Unmasked Estep 
Score: -22397160.000000 Penalty: 5943.563477
	Iteration 5F: 3 clusters Score -2.239716e+07 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 124695 members 
Entering Unmasked Estep 
Score: -22408706.000000 Penalty: 5943.563477
	Iteration 6F: 3 clusters Score -2.240871e+07 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 134993 members 
Entering Unmasked Estep 
Score: -22419580.000000 Penalty: 5943.563477
	Iteration 7F: 3 clusters Score -2.241958e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 141685 members 
Entering Unmasked Estep 
Score: -22427104.000000 Penalty: 5943.563477
	Iteration 8Q: 3 clusters Score -2.24271e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 145206 members 
Entering Unmasked Estep 
Score: -22431126.000000 Penalty: 5943.563477
	Iteration 9Q: 3 clusters Score -2.243113e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 147114 members 
Entering Unmasked Estep 
Score: -22432952.000000 Penalty: 5943.563477
	Iteration 10Q: 3 clusters Score -2.243295e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 148522 members 
Entering Unmasked Estep 
Score: -22433728.000000 Penalty: 5943.563477
	Iteration 11Q: 3 clusters Score -2.243373e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 149634 members 
Entering Unmasked Estep 
Score: -22434320.000000 Penalty: 5943.563477
	Iteration 12Q: 3 clusters Score -2.243432e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 150573 members 
Entering Unmasked Estep 
Score: -22434692.000000 Penalty: 5943.563477
	Iteration 13Q: 3 clusters Score -2.243469e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 151411 members 
Entering Unmasked Estep 
Score: -22434908.000000 Penalty: 5943.563477
	Iteration 14Q: 3 clusters Score -2.243491e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -22434908.000000 Penalty: 5943.563477
	Iteration 15Q: 3 clusters Score -2.243491e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 152784 members 
Entering Unmasked Estep 
Score: -22434962.000000 Penalty: 5943.563477
	Iteration 16Q: 3 clusters Score -2.243496e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 153275 members 
Entering Unmasked Estep 
Score: -22435026.000000 Penalty: 5943.563477
	Iteration 17Q: 3 clusters Score -2.243503e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 153669 members 
Entering Unmasked Estep 
Score: -22434988.000000 Penalty: 5943.563477
	Iteration 18Q: 3 clusters Score -2.243499e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 154012 members 
Entering Unmasked Estep 
Score: -22435034.000000 Penalty: 5943.563477
	Iteration 19Q: 3 clusters Score -2.243503e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 154289 members 
Entering Unmasked Estep 
Score: -22435000.000000 Penalty: 5943.563477
	Iteration 20F: 3 clusters Score -2.2435e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 154536 members 
Entering Unmasked Estep 
Score: -22435004.000000 Penalty: 5943.563477
	Iteration 21Q: 3 clusters Score -2.2435e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 154782 members 
Entering Unmasked Estep 
Score: -22434948.000000 Penalty: 5943.563477
	Iteration 22Q: 3 clusters Score -2.243495e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 155016 members 
Entering Unmasked Estep 
Score: -22434924.000000 Penalty: 5943.563477
	Iteration 23Q: 3 clusters Score -2.243492e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 155218 members 
Entering Unmasked Estep 
Score: -22434920.000000 Penalty: 5943.563477
	Iteration 24Q: 3 clusters Score -2.243492e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -22434918.000000 Penalty: 5943.563477
	Iteration 25Q: 3 clusters Score -2.243492e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 155557 members 
Entering Unmasked Estep 
Score: -22434932.000000 Penalty: 5943.563477
	Iteration 26Q: 3 clusters Score -2.243493e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 155708 members 
Entering Unmasked Estep 
Score: -22434938.000000 Penalty: 5943.563477
	Iteration 27Q: 3 clusters Score -2.243494e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 155845 members 
Entering Unmasked Estep 
Score: -22434854.000000 Penalty: 5943.563477
	Iteration 28Q: 3 clusters Score -2.243485e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 155981 members 
Entering Unmasked Estep 
Score: -22434842.000000 Penalty: 5943.563477
	Iteration 29Q: 3 clusters Score -2.243484e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 156108 members 
Entering Unmasked Estep 
Score: -22434840.000000 Penalty: 5943.563477
	Iteration 30Q: 3 clusters Score -2.243484e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 156199 members 
Entering Unmasked Estep 
Score: -22434792.000000 Penalty: 5943.563477
	Iteration 31Q: 3 clusters Score -2.243479e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 156283 members 
Entering Unmasked Estep 
Score: -22434768.000000 Penalty: 5943.563477
	Iteration 32Q: 3 clusters Score -2.243477e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 156352 members 
Entering Unmasked Estep 
Score: -22434802.000000 Penalty: 5943.563477
	Iteration 33Q: 3 clusters Score -2.24348e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
Score: -22434770.000000 Penalty: 5943.563477
	Iteration 34Q: 3 clusters Score -2.243477e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 156459 members 
Entering Unmasked Estep 
Score: -22434748.000000 Penalty: 5943.563477
	Iteration 35Q: 3 clusters Score -2.243475e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 156505 members 
Entering Unmasked Estep 
Score: -22434716.000000 Penalty: 5943.563477
	Iteration 36Q: 3 clusters Score -2.243472e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -22434694.000000 Penalty: 5943.563477
	Iteration 37Q: 3 clusters Score -2.243469e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 156587 members 
Entering Unmasked Estep 
Score: -22434704.000000 Penalty: 5943.563477
	Iteration 38Q: 3 clusters Score -2.24347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 156618 members 
Entering Unmasked Estep 
Score: -22434706.000000 Penalty: 5943.563477
	Iteration 39Q: 3 clusters Score -2.243471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 156643 members 
Entering Unmasked Estep 
Score: -22434704.000000 Penalty: 5943.563477
	Iteration 40F: 3 clusters Score -2.24347e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 156666 members 
Entering Unmasked Estep 
Score: -22434716.000000 Penalty: 5943.563477
	Iteration 41Q: 3 clusters Score -2.243472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 156685 members 
Entering Unmasked Estep 
Score: -22434682.000000 Penalty: 5943.563477
	Iteration 42Q: 3 clusters Score -2.243468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 156707 members 
Entering Unmasked Estep 
Score: -22434678.000000 Penalty: 5943.563477
	Iteration 43Q: 3 clusters Score -2.243468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -22434654.000000 Penalty: 5943.563477
	Iteration 44Q: 3 clusters Score -2.243465e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 156762 members 
Entering Unmasked Estep 
Score: -22434656.000000 Penalty: 5943.563477
	Iteration 45Q: 3 clusters Score -2.243466e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 156786 members 
Entering Unmasked Estep 
Score: -22434648.000000 Penalty: 5943.563477
	Iteration 46Q: 3 clusters Score -2.243465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 156808 members 
Entering Unmasked Estep 
Score: -22434644.000000 Penalty: 5943.563477
	Iteration 47Q: 3 clusters Score -2.243464e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 156829 members 
Entering Unmasked Estep 
Score: -22434634.000000 Penalty: 5943.563477
	Iteration 48Q: 3 clusters Score -2.243463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 156843 members 
Entering Unmasked Estep 
Score: -22434624.000000 Penalty: 5943.563477
	Iteration 49Q: 3 clusters Score -2.243462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 156860 members 
Entering Unmasked Estep 
Score: -22434590.000000 Penalty: 5943.563477
	Iteration 50Q: 3 clusters Score -2.243459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 156868 members 
Entering Unmasked Estep 
Score: -22434586.000000 Penalty: 5943.563477
	Iteration 51Q: 3 clusters Score -2.243459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -22434592.000000 Penalty: 5943.563477
	Iteration 52Q: 3 clusters Score -2.243459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 156885 members 
Entering Unmasked Estep 
Score: -22434596.000000 Penalty: 5943.563477
	Iteration 53Q: 3 clusters Score -2.24346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 156891 members 
Entering Unmasked Estep 
Score: -22434578.000000 Penalty: 5943.563477
	Iteration 54Q: 3 clusters Score -2.243458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 156899 members 
Entering Unmasked Estep 
Score: -22434592.000000 Penalty: 5943.563477
	Iteration 55Q: 3 clusters Score -2.243459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 156907 members 
Entering Unmasked Estep 
Score: -22434594.000000 Penalty: 5943.563477
	Iteration 56Q: 3 clusters Score -2.243459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -22434580.000000 Penalty: 5943.563477
	Iteration 57Q: 3 clusters Score -2.243458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 156928 members 
Entering Unmasked Estep 
Score: -22434578.000000 Penalty: 5943.563477
	Iteration 58Q: 3 clusters Score -2.243458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 156932 members 
Entering Unmasked Estep 
Score: -22434574.000000 Penalty: 5943.563477
	Iteration 59Q: 3 clusters Score -2.243457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 156937 members 
Entering Unmasked Estep 
Score: -22434570.000000 Penalty: 5943.563477
	Iteration 60F: 3 clusters Score -2.243457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 156942 members 
Entering Unmasked Estep 
Score: -22434586.000000 Penalty: 5943.563477
	Iteration 61Q: 3 clusters Score -2.243459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 156949 members 
Entering Unmasked Estep 
Score: -22434594.000000 Penalty: 5943.563477
	Iteration 62Q: 3 clusters Score -2.243459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 156958 members 
Entering Unmasked Estep 
Score: -22434584.000000 Penalty: 5943.563477
	Iteration 63Q: 3 clusters Score -2.243458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 156965 members 
Entering Unmasked Estep 
Score: -22434596.000000 Penalty: 5943.563477
	Iteration 64Q: 3 clusters Score -2.24346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 156971 members 
Entering Unmasked Estep 
Score: -22434574.000000 Penalty: 5943.563477
	Iteration 65Q: 3 clusters Score -2.243457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 156974 members 
Entering Unmasked Estep 
Score: -22434598.000000 Penalty: 5943.563477
	Iteration 66Q: 3 clusters Score -2.24346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 156976 members 
Entering Unmasked Estep 
Score: -22434592.000000 Penalty: 5943.563477
	Iteration 67Q: 3 clusters Score -2.243459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -22434592.000000 Penalty: 5943.563477
	Iteration 68Q: 3 clusters Score -2.243459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 156983 members 
Entering Unmasked Estep 
Score: -22434578.000000 Penalty: 5943.563477
	Iteration 69Q: 3 clusters Score -2.243458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 156986 members 
Entering Unmasked Estep 
Score: -22434582.000000 Penalty: 5943.563477
	Iteration 70Q: 3 clusters Score -2.243458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -22434572.000000 Penalty: 5943.563477
	Iteration 71Q: 3 clusters Score -2.243457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -22434568.000000 Penalty: 5943.563477
	Iteration 72Q: 3 clusters Score -2.243457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -22434582.000000 Penalty: 5943.563477
	Iteration 73Q: 3 clusters Score -2.243458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -22434570.000000 Penalty: 5943.563477
	Iteration 74Q: 3 clusters Score -2.243457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 156992 members 
Entering Unmasked Estep 
Score: -22434558.000000 Penalty: 5943.563477
	Iteration 75Q: 3 clusters Score -2.243456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 156992 members 
Entering Unmasked Estep 
Score: -22434558.000000 Penalty: 5943.563477
	Iteration 76F: 3 clusters Score -2.243456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51934.109375 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51934.11 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 222 members 
Entering Unmasked Estep 
Score: -50551.785156 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50551.79 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50790.949219 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50790.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50961.914062 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -50961.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51124.859375 Penalty: 3021.289795
	Iteration 3F: 3 clusters Score -51124.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51277.472656 Penalty: 3021.289795
	Iteration 4F: 3 clusters Score -51277.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51412.906250 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -51412.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51563.308594 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -51563.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51671.410156 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -51671.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51881.765625 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -51881.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52020.531250 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -52020.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52142.023438 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -52142.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52185.734375 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -52185.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52193.679688 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -52193.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52193.679688 Penalty: 3021.289795
	Iteration 13F: 3 clusters Score -52193.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27681 members 
Mstep: Class 3 contains 109468 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 59277 members 
Mstep: Class 10 contains 17962 members 
Mstep: Class 11 contains 37766 members 
Mstep: Class 12 contains 94338 members 
Mstep: Class 13 contains 87551 members 
Mstep: Class 14 contains 156963 members 
Mstep: Class 16 contains 108461 members 
Mstep: Class 18 contains 11955 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85897 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91364 members 
Entering Unmasked Estep 
Score: -147038800.000000 Penalty: 72245.875000
Splitting cluster 5 changes total score from -147040480.000000 to -147038800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -307429.968750 Penalty: 1909.673096
	Iteration 0F: 2 clusters Score -307430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -304611.750000 Penalty: 3819.346191
	Iteration 0F: 3 clusters Score -304611.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -305110.750000 Penalty: 3819.346191
	Iteration 1F: 3 clusters Score -305110.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -305272.937500 Penalty: 3819.346191
	Iteration 2F: 3 clusters Score -305272.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -305370.187500 Penalty: 3819.346191
	Iteration 3F: 3 clusters Score -305370.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -305429.281250 Penalty: 3819.346191
	Iteration 4Q: 3 clusters Score -305429.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -305460.906250 Penalty: 3819.346191
	Iteration 5Q: 3 clusters Score -305460.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -305485.531250 Penalty: 3819.346191
	Iteration 6Q: 3 clusters Score -305485.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -305500.562500 Penalty: 3819.346191
	Iteration 7Q: 3 clusters Score -305500.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -305514.656250 Penalty: 3819.346191
	Iteration 8Q: 3 clusters Score -305514.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -305520.875000 Penalty: 3819.346191
	Iteration 9Q: 3 clusters Score -305520.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -305527.468750 Penalty: 3819.346191
	Iteration 10Q: 3 clusters Score -305527.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -305531.937500 Penalty: 3819.346191
	Iteration 11Q: 3 clusters Score -305531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -305538.937500 Penalty: 3819.346191
	Iteration 12Q: 3 clusters Score -305538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -305544.531250 Penalty: 3819.346191
	Iteration 13Q: 3 clusters Score -305544.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -305548.812500 Penalty: 3819.346191
	Iteration 14Q: 3 clusters Score -305548.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -305555.843750 Penalty: 3819.346191
	Iteration 15Q: 3 clusters Score -305555.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -305560.000000 Penalty: 3819.346191
	Iteration 16Q: 3 clusters Score -305560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -305564.937500 Penalty: 3819.346191
	Iteration 17Q: 3 clusters Score -305564.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -305571.531250 Penalty: 3819.346191
	Iteration 18Q: 3 clusters Score -305571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -305574.437500 Penalty: 3819.346191
	Iteration 19Q: 3 clusters Score -305574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -305574.718750 Penalty: 3819.346191
	Iteration 20F: 3 clusters Score -305574.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -305577.250000 Penalty: 3819.346191
	Iteration 21Q: 3 clusters Score -305577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -305578.062500 Penalty: 3819.346191
	Iteration 22Q: 3 clusters Score -305578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -305580.187500 Penalty: 3819.346191
	Iteration 23Q: 3 clusters Score -305580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -305580.937500 Penalty: 3819.346191
	Iteration 24Q: 3 clusters Score -305580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -305581.937500 Penalty: 3819.346191
	Iteration 25Q: 3 clusters Score -305581.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -305585.406250 Penalty: 3819.346191
	Iteration 26Q: 3 clusters Score -305585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -305589.250000 Penalty: 3819.346191
	Iteration 27Q: 3 clusters Score -305589.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -305593.000000 Penalty: 3819.346191
	Iteration 28Q: 3 clusters Score -305593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -305594.500000 Penalty: 3819.346191
	Iteration 29Q: 3 clusters Score -305594.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -305595.468750 Penalty: 3819.346191
	Iteration 30Q: 3 clusters Score -305595.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -305597.437500 Penalty: 3819.346191
	Iteration 31Q: 3 clusters Score -305597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -305601.468750 Penalty: 3819.346191
	Iteration 32Q: 3 clusters Score -305601.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -305610.562500 Penalty: 3819.346191
	Iteration 33Q: 3 clusters Score -305610.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -305616.531250 Penalty: 3819.346191
	Iteration 34Q: 3 clusters Score -305616.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -305621.000000 Penalty: 3819.346191
	Iteration 35Q: 3 clusters Score -305621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -305625.093750 Penalty: 3819.346191
	Iteration 36Q: 3 clusters Score -305625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -305630.031250 Penalty: 3819.346191
	Iteration 37Q: 3 clusters Score -305630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -305635.562500 Penalty: 3819.346191
	Iteration 38Q: 3 clusters Score -305635.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -305641.125000 Penalty: 3819.346191
	Iteration 39Q: 3 clusters Score -305641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -305645.343750 Penalty: 3819.346191
	Iteration 40F: 3 clusters Score -305645.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -305646.187500 Penalty: 3819.346191
	Iteration 41Q: 3 clusters Score -305646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -305646.406250 Penalty: 3819.346191
	Iteration 42Q: 3 clusters Score -305646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -305646.406250 Penalty: 3819.346191
	Iteration 43F: 3 clusters Score -305646.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -70081.382812 Penalty: 1569.328247
	Iteration 0F: 2 clusters Score -70081.38 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 285 members 
Entering Unmasked Estep 
Score: -68567.437500 Penalty: 3138.656494
	Iteration 0F: 3 clusters Score -68567.44 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68803.859375 Penalty: 3138.656494
	Iteration 1F: 3 clusters Score -68803.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68914.429688 Penalty: 3138.656494
	Iteration 2F: 3 clusters Score -68914.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69033.718750 Penalty: 3138.656494
	Iteration 3F: 3 clusters Score -69033.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69248.312500 Penalty: 3138.656494
	Iteration 4F: 3 clusters Score -69248.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69635.750000 Penalty: 3138.656494
	Iteration 5F: 3 clusters Score -69635.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70111.578125 Penalty: 3138.656494
	Iteration 6F: 3 clusters Score -70111.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70288.257812 Penalty: 3138.656494
	Iteration 7Q: 3 clusters Score -70288.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70323.445312 Penalty: 3138.656494
	Iteration 8Q: 3 clusters Score -70323.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70350.054688 Penalty: 3138.656494
	Iteration 9Q: 3 clusters Score -70350.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70357.828125 Penalty: 3138.656494
	Iteration 10Q: 3 clusters Score -70357.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -70362.085938 Penalty: 3138.656494
	Iteration 11Q: 3 clusters Score -70362.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -70362.085938 Penalty: 3138.656494
	Iteration 12F: 3 clusters Score -70362.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27681 members 
Mstep: Class 3 contains 109468 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 88 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 9 contains 59277 members 
Mstep: Class 10 contains 17962 members 
Mstep: Class 11 contains 37766 members 
Mstep: Class 12 contains 94338 members 
Mstep: Class 13 contains 87551 members 
Mstep: Class 14 contains 156963 members 
Mstep: Class 16 contains 108461 members 
Mstep: Class 18 contains 11955 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85897 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91364 members 
Entering Unmasked Estep 
Score: -147038896.000000 Penalty: 72245.875000
Splitting cluster 7 changes total score from -147040480.000000 to -147038896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (59277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Entering Unmasked Estep 
Score: -8458088.000000 Penalty: 2725.514160
	Iteration 0F: 2 clusters Score -8458088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -8418303.000000 Penalty: 5451.028320
	Iteration 0F: 3 clusters Score -8418303 nChanged 27546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -8433539.000000 Penalty: 5451.028320
	Iteration 1F: 3 clusters Score -8433539 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -8434075.000000 Penalty: 5451.028320
	Iteration 2Q: 3 clusters Score -8434075 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -8434691.000000 Penalty: 5451.028320
	Iteration 3Q: 3 clusters Score -8434691 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -8435470.000000 Penalty: 5451.028320
	Iteration 4Q: 3 clusters Score -8435470 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -8436803.000000 Penalty: 5451.028320
	Iteration 5Q: 3 clusters Score -8436803 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -8439149.000000 Penalty: 5451.028320
	Iteration 6F: 3 clusters Score -8439149 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -8442949.000000 Penalty: 5451.028320
	Iteration 7F: 3 clusters Score -8442949 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -8447977.000000 Penalty: 5451.028320
	Iteration 8F: 3 clusters Score -8447977 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -8452347.000000 Penalty: 5451.028320
	Iteration 9F: 3 clusters Score -8452347 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -8454595.000000 Penalty: 5451.028320
	Iteration 10Q: 3 clusters Score -8454595 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -8455325.000000 Penalty: 5451.028320
	Iteration 11Q: 3 clusters Score -8455325 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -8455530.000000 Penalty: 5451.028320
	Iteration 12Q: 3 clusters Score -8455530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -8455613.000000 Penalty: 5451.028320
	Iteration 13Q: 3 clusters Score -8455613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -8455657.000000 Penalty: 5451.028320
	Iteration 14Q: 3 clusters Score -8455657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -8455674.000000 Penalty: 5451.028320
	Iteration 15Q: 3 clusters Score -8455674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -8455677.000000 Penalty: 5451.028320
	Iteration 16Q: 3 clusters Score -8455677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -8455697.000000 Penalty: 5451.028320
	Iteration 17Q: 3 clusters Score -8455697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -8455705.000000 Penalty: 5451.028320
	Iteration 18Q: 3 clusters Score -8455705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -8455712.000000 Penalty: 5451.028320
	Iteration 19Q: 3 clusters Score -8455712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -8455718.000000 Penalty: 5451.028320
	Iteration 20F: 3 clusters Score -8455718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -8455725.000000 Penalty: 5451.028320
	Iteration 21Q: 3 clusters Score -8455725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -8455723.000000 Penalty: 5451.028320
	Iteration 22Q: 3 clusters Score -8455723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -8455733.000000 Penalty: 5451.028320
	Iteration 23Q: 3 clusters Score -8455733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -8455733.000000 Penalty: 5451.028320
	Iteration 24F: 3 clusters Score -8455733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Entering Unmasked Estep 
Score: -2565303.500000 Penalty: 2429.411377
	Iteration 0F: 2 clusters Score -2565304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2552523.250000 Penalty: 4858.822754
	Iteration 0F: 3 clusters Score -2552523 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2556757.500000 Penalty: 4858.822754
	Iteration 1F: 3 clusters Score -2556758 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2557128.250000 Penalty: 4858.822754
	Iteration 2F: 3 clusters Score -2557128 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2557400.000000 Penalty: 4858.822754
	Iteration 3Q: 3 clusters Score -2557400 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2557679.500000 Penalty: 4858.822754
	Iteration 4Q: 3 clusters Score -2557680 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2558036.500000 Penalty: 4858.822754
	Iteration 5Q: 3 clusters Score -2558036 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2558465.500000 Penalty: 4858.822754
	Iteration 6Q: 3 clusters Score -2558466 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2558980.750000 Penalty: 4858.822754
	Iteration 7Q: 3 clusters Score -2558981 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2559585.500000 Penalty: 4858.822754
	Iteration 8Q: 3 clusters Score -2559586 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2560284.250000 Penalty: 4858.822754
	Iteration 9F: 3 clusters Score -2560284 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2560995.000000 Penalty: 4858.822754
	Iteration 10Q: 3 clusters Score -2560995 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2561603.250000 Penalty: 4858.822754
	Iteration 11Q: 3 clusters Score -2561603 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2561998.500000 Penalty: 4858.822754
	Iteration 12Q: 3 clusters Score -2561998 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2562204.000000 Penalty: 4858.822754
	Iteration 13Q: 3 clusters Score -2562204 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2562314.500000 Penalty: 4858.822754
	Iteration 14Q: 3 clusters Score -2562314 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2562390.750000 Penalty: 4858.822754
	Iteration 15Q: 3 clusters Score -2562391 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2562416.500000 Penalty: 4858.822754
	Iteration 16Q: 3 clusters Score -2562416 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2562443.000000 Penalty: 4858.822754
	Iteration 17Q: 3 clusters Score -2562443 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2562460.000000 Penalty: 4858.822754
	Iteration 18Q: 3 clusters Score -2562460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2562476.250000 Penalty: 4858.822754
	Iteration 19Q: 3 clusters Score -2562476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2562483.750000 Penalty: 4858.822754
	Iteration 20F: 3 clusters Score -2562484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2562493.000000 Penalty: 4858.822754
	Iteration 21Q: 3 clusters Score -2562493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2562499.000000 Penalty: 4858.822754
	Iteration 22Q: 3 clusters Score -2562499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2562498.000000 Penalty: 4858.822754
	Iteration 23Q: 3 clusters Score -2562498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2562518.250000 Penalty: 4858.822754
	Iteration 24Q: 3 clusters Score -2562518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2562527.250000 Penalty: 4858.822754
	Iteration 25Q: 3 clusters Score -2562527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2562534.750000 Penalty: 4858.822754
	Iteration 26Q: 3 clusters Score -2562535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2562537.750000 Penalty: 4858.822754
	Iteration 27Q: 3 clusters Score -2562538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2562534.500000 Penalty: 4858.822754
	Iteration 28Q: 3 clusters Score -2562534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2562540.000000 Penalty: 4858.822754
	Iteration 29Q: 3 clusters Score -2562540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2562533.000000 Penalty: 4858.822754
	Iteration 30Q: 3 clusters Score -2562533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2562541.000000 Penalty: 4858.822754
	Iteration 31Q: 3 clusters Score -2562541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2562545.500000 Penalty: 4858.822754
	Iteration 32Q: 3 clusters Score -2562546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2562540.250000 Penalty: 4858.822754
	Iteration 33Q: 3 clusters Score -2562540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2562545.000000 Penalty: 4858.822754
	Iteration 34Q: 3 clusters Score -2562545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2562544.250000 Penalty: 4858.822754
	Iteration 35Q: 3 clusters Score -2562544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2562543.750000 Penalty: 4858.822754
	Iteration 36Q: 3 clusters Score -2562544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2562546.750000 Penalty: 4858.822754
	Iteration 37Q: 3 clusters Score -2562547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2562545.250000 Penalty: 4858.822754
	Iteration 38Q: 3 clusters Score -2562545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2562543.250000 Penalty: 4858.822754
	Iteration 39Q: 3 clusters Score -2562543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2562546.250000 Penalty: 4858.822754
	Iteration 40F: 3 clusters Score -2562546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2562544.000000 Penalty: 4858.822754
	Iteration 41Q: 3 clusters Score -2562544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2562547.750000 Penalty: 4858.822754
	Iteration 42Q: 3 clusters Score -2562548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2562550.500000 Penalty: 4858.822754
	Iteration 43Q: 3 clusters Score -2562550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2562553.750000 Penalty: 4858.822754
	Iteration 44Q: 3 clusters Score -2562554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2562553.750000 Penalty: 4858.822754
	Iteration 45Q: 3 clusters Score -2562554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2562550.500000 Penalty: 4858.822754
	Iteration 46Q: 3 clusters Score -2562550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2562550.500000 Penalty: 4858.822754
	Iteration 47Q: 3 clusters Score -2562550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2562551.250000 Penalty: 4858.822754
	Iteration 48Q: 3 clusters Score -2562551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2562554.500000 Penalty: 4858.822754
	Iteration 49Q: 3 clusters Score -2562554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2562554.500000 Penalty: 4858.822754
	Iteration 50Q: 3 clusters Score -2562554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2562557.500000 Penalty: 4858.822754
	Iteration 51Q: 3 clusters Score -2562558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2562558.750000 Penalty: 4858.822754
	Iteration 52Q: 3 clusters Score -2562559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2562555.250000 Penalty: 4858.822754
	Iteration 53Q: 3 clusters Score -2562555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2562553.000000 Penalty: 4858.822754
	Iteration 54Q: 3 clusters Score -2562553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2562553.750000 Penalty: 4858.822754
	Iteration 55Q: 3 clusters Score -2562554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2562553.750000 Penalty: 4858.822754
	Iteration 56Q: 3 clusters Score -2562554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2562553.250000 Penalty: 4858.822754
	Iteration 57Q: 3 clusters Score -2562553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2562555.500000 Penalty: 4858.822754
	Iteration 58Q: 3 clusters Score -2562556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2562559.750000 Penalty: 4858.822754
	Iteration 59Q: 3 clusters Score -2562560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2562560.250000 Penalty: 4858.822754
	Iteration 60F: 3 clusters Score -2562560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2562558.250000 Penalty: 4858.822754
	Iteration 61Q: 3 clusters Score -2562558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2562558.000000 Penalty: 4858.822754
	Iteration 62Q: 3 clusters Score -2562558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2562567.000000 Penalty: 4858.822754
	Iteration 63Q: 3 clusters Score -2562567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2562573.500000 Penalty: 4858.822754
	Iteration 64Q: 3 clusters Score -2562574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2562570.250000 Penalty: 4858.822754
	Iteration 65Q: 3 clusters Score -2562570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2562571.500000 Penalty: 4858.822754
	Iteration 66Q: 3 clusters Score -2562572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2562581.000000 Penalty: 4858.822754
	Iteration 67Q: 3 clusters Score -2562581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2562586.500000 Penalty: 4858.822754
	Iteration 68Q: 3 clusters Score -2562586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2562586.000000 Penalty: 4858.822754
	Iteration 69Q: 3 clusters Score -2562586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2562584.500000 Penalty: 4858.822754
	Iteration 70Q: 3 clusters Score -2562584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2562583.250000 Penalty: 4858.822754
	Iteration 71Q: 3 clusters Score -2562583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2562587.000000 Penalty: 4858.822754
	Iteration 72Q: 3 clusters Score -2562587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2562590.750000 Penalty: 4858.822754
	Iteration 73Q: 3 clusters Score -2562591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2562593.000000 Penalty: 4858.822754
	Iteration 74Q: 3 clusters Score -2562593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2562595.500000 Penalty: 4858.822754
	Iteration 75Q: 3 clusters Score -2562596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2562596.250000 Penalty: 4858.822754
	Iteration 76Q: 3 clusters Score -2562596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2562595.000000 Penalty: 4858.822754
	Iteration 77Q: 3 clusters Score -2562595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2562595.750000 Penalty: 4858.822754
	Iteration 78Q: 3 clusters Score -2562596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2562595.750000 Penalty: 4858.822754
	Iteration 79F: 3 clusters Score -2562596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Entering Unmasked Estep 
Score: -5194576.000000 Penalty: 2613.712891
	Iteration 0F: 2 clusters Score -5194576 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 18980 members 
Entering Unmasked Estep 
Score: -5168753.000000 Penalty: 5227.425781
	Iteration 0F: 3 clusters Score -5168753 nChanged 17305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -5178325.500000 Penalty: 5227.425781
	Iteration 1F: 3 clusters Score -5178326 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -5178863.000000 Penalty: 5227.425781
	Iteration 2Q: 3 clusters Score -5178863 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -5179295.000000 Penalty: 5227.425781
	Iteration 3Q: 3 clusters Score -5179295 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -5179757.000000 Penalty: 5227.425781
	Iteration 4Q: 3 clusters Score -5179757 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -5180330.500000 Penalty: 5227.425781
	Iteration 5Q: 3 clusters Score -5180330 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -5181184.000000 Penalty: 5227.425781
	Iteration 6Q: 3 clusters Score -5181184 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -5182286.000000 Penalty: 5227.425781
	Iteration 7F: 3 clusters Score -5182286 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -5183863.500000 Penalty: 5227.425781
	Iteration 8F: 3 clusters Score -5183864 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -5185654.500000 Penalty: 5227.425781
	Iteration 9F: 3 clusters Score -5185654 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -5187596.000000 Penalty: 5227.425781
	Iteration 10F: 3 clusters Score -5187596 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -5189357.500000 Penalty: 5227.425781
	Iteration 11F: 3 clusters Score -5189358 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -5190679.500000 Penalty: 5227.425781
	Iteration 12Q: 3 clusters Score -5190680 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -5191551.500000 Penalty: 5227.425781
	Iteration 13Q: 3 clusters Score -5191552 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -5192024.500000 Penalty: 5227.425781
	Iteration 14Q: 3 clusters Score -5192024 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -5192250.000000 Penalty: 5227.425781
	Iteration 15Q: 3 clusters Score -5192250 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -5192409.000000 Penalty: 5227.425781
	Iteration 16Q: 3 clusters Score -5192409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -5192503.500000 Penalty: 5227.425781
	Iteration 17Q: 3 clusters Score -5192504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5192535.500000 Penalty: 5227.425781
	Iteration 18Q: 3 clusters Score -5192536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -5192554.500000 Penalty: 5227.425781
	Iteration 19Q: 3 clusters Score -5192554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5192568.000000 Penalty: 5227.425781
	Iteration 20F: 3 clusters Score -5192568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -5192579.500000 Penalty: 5227.425781
	Iteration 21Q: 3 clusters Score -5192580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -5192578.500000 Penalty: 5227.425781
	Iteration 22Q: 3 clusters Score -5192578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -5192584.500000 Penalty: 5227.425781
	Iteration 23Q: 3 clusters Score -5192584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -5192585.000000 Penalty: 5227.425781
	Iteration 24Q: 3 clusters Score -5192585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -5192590.000000 Penalty: 5227.425781
	Iteration 25Q: 3 clusters Score -5192590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -5192593.500000 Penalty: 5227.425781
	Iteration 26Q: 3 clusters Score -5192594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -5192592.500000 Penalty: 5227.425781
	Iteration 27Q: 3 clusters Score -5192592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -5192598.500000 Penalty: 5227.425781
	Iteration 28Q: 3 clusters Score -5192598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -5192601.000000 Penalty: 5227.425781
	Iteration 29Q: 3 clusters Score -5192601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -5192603.000000 Penalty: 5227.425781
	Iteration 30Q: 3 clusters Score -5192603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -5192598.500000 Penalty: 5227.425781
	Iteration 31Q: 3 clusters Score -5192598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -5192598.500000 Penalty: 5227.425781
	Iteration 32F: 3 clusters Score -5192598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (94338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Entering Unmasked Estep 
Score: -13431335.000000 Penalty: 2840.750488
	Iteration 0F: 2 clusters Score -1.343134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -13368371.000000 Penalty: 5681.500977
	Iteration 0F: 3 clusters Score -1.336837e+07 nChanged 44607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -13394185.000000 Penalty: 5681.500977
	Iteration 1F: 3 clusters Score -1.339418e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -13395237.000000 Penalty: 5681.500977
	Iteration 2Q: 3 clusters Score -1.339524e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -13396427.000000 Penalty: 5681.500977
	Iteration 3Q: 3 clusters Score -1.339643e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -13397801.000000 Penalty: 5681.500977
	Iteration 4Q: 3 clusters Score -1.33978e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -13399832.000000 Penalty: 5681.500977
	Iteration 5Q: 3 clusters Score -1.339983e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -13402543.000000 Penalty: 5681.500977
	Iteration 6F: 3 clusters Score -1.340254e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -13406516.000000 Penalty: 5681.500977
	Iteration 7F: 3 clusters Score -1.340652e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -13411424.000000 Penalty: 5681.500977
	Iteration 8F: 3 clusters Score -1.341142e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -13415575.000000 Penalty: 5681.500977
	Iteration 9F: 3 clusters Score -1.341558e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -13418257.000000 Penalty: 5681.500977
	Iteration 10Q: 3 clusters Score -1.341826e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -13419692.000000 Penalty: 5681.500977
	Iteration 11Q: 3 clusters Score -1.341969e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -13420943.000000 Penalty: 5681.500977
	Iteration 12Q: 3 clusters Score -1.342094e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 75751 members 
Entering Unmasked Estep 
Score: -13422014.000000 Penalty: 5681.500977
	Iteration 13Q: 3 clusters Score -1.342201e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -13422946.000000 Penalty: 5681.500977
	Iteration 14Q: 3 clusters Score -1.342295e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 79265 members 
Entering Unmasked Estep 
Score: -13423771.000000 Penalty: 5681.500977
	Iteration 15Q: 3 clusters Score -1.342377e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -13424469.000000 Penalty: 5681.500977
	Iteration 16Q: 3 clusters Score -1.342447e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -13425143.000000 Penalty: 5681.500977
	Iteration 17Q: 3 clusters Score -1.342514e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -13425760.000000 Penalty: 5681.500977
	Iteration 18Q: 3 clusters Score -1.342576e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -13426186.000000 Penalty: 5681.500977
	Iteration 19Q: 3 clusters Score -1.342619e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 85358 members 
Entering Unmasked Estep 
Score: -13426541.000000 Penalty: 5681.500977
	Iteration 20F: 3 clusters Score -1.342654e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 86152 members 
Entering Unmasked Estep 
Score: -13426873.000000 Penalty: 5681.500977
	Iteration 21Q: 3 clusters Score -1.342687e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -13427150.000000 Penalty: 5681.500977
	Iteration 22Q: 3 clusters Score -1.342715e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -13427371.000000 Penalty: 5681.500977
	Iteration 23Q: 3 clusters Score -1.342737e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -13427638.000000 Penalty: 5681.500977
	Iteration 24Q: 3 clusters Score -1.342764e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -13427830.000000 Penalty: 5681.500977
	Iteration 25Q: 3 clusters Score -1.342783e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 89076 members 
Entering Unmasked Estep 
Score: -13428007.000000 Penalty: 5681.500977
	Iteration 26Q: 3 clusters Score -1.342801e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 89477 members 
Entering Unmasked Estep 
Score: -13428157.000000 Penalty: 5681.500977
	Iteration 27Q: 3 clusters Score -1.342816e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -13428277.000000 Penalty: 5681.500977
	Iteration 28Q: 3 clusters Score -1.342828e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -13428368.000000 Penalty: 5681.500977
	Iteration 29Q: 3 clusters Score -1.342837e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -13428409.000000 Penalty: 5681.500977
	Iteration 30Q: 3 clusters Score -1.342841e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -13428506.000000 Penalty: 5681.500977
	Iteration 31Q: 3 clusters Score -1.342851e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -13428572.000000 Penalty: 5681.500977
	Iteration 32Q: 3 clusters Score -1.342857e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 91014 members 
Entering Unmasked Estep 
Score: -13428590.000000 Penalty: 5681.500977
	Iteration 33Q: 3 clusters Score -1.342859e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 91165 members 
Entering Unmasked Estep 
Score: -13428611.000000 Penalty: 5681.500977
	Iteration 34Q: 3 clusters Score -1.342861e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 91305 members 
Entering Unmasked Estep 
Score: -13428685.000000 Penalty: 5681.500977
	Iteration 35Q: 3 clusters Score -1.342868e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 91438 members 
Entering Unmasked Estep 
Score: -13428741.000000 Penalty: 5681.500977
	Iteration 36Q: 3 clusters Score -1.342874e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -13428755.000000 Penalty: 5681.500977
	Iteration 37Q: 3 clusters Score -1.342876e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -13428771.000000 Penalty: 5681.500977
	Iteration 38Q: 3 clusters Score -1.342877e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -13428819.000000 Penalty: 5681.500977
	Iteration 39Q: 3 clusters Score -1.342882e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 91858 members 
Entering Unmasked Estep 
Score: -13428863.000000 Penalty: 5681.500977
	Iteration 40F: 3 clusters Score -1.342886e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -13428875.000000 Penalty: 5681.500977
	Iteration 41Q: 3 clusters Score -1.342888e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 91948 members 
Entering Unmasked Estep 
Score: -13428887.000000 Penalty: 5681.500977
	Iteration 42Q: 3 clusters Score -1.342889e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -13428873.000000 Penalty: 5681.500977
	Iteration 43Q: 3 clusters Score -1.342887e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -13428903.000000 Penalty: 5681.500977
	Iteration 44Q: 3 clusters Score -1.34289e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 92084 members 
Entering Unmasked Estep 
Score: -13428912.000000 Penalty: 5681.500977
	Iteration 45Q: 3 clusters Score -1.342891e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -13428912.000000 Penalty: 5681.500977
	Iteration 46Q: 3 clusters Score -1.342891e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 92143 members 
Entering Unmasked Estep 
Score: -13428913.000000 Penalty: 5681.500977
	Iteration 47Q: 3 clusters Score -1.342891e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -13428922.000000 Penalty: 5681.500977
	Iteration 48Q: 3 clusters Score -1.342892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 92184 members 
Entering Unmasked Estep 
Score: -13428917.000000 Penalty: 5681.500977
	Iteration 49Q: 3 clusters Score -1.342892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -13428897.000000 Penalty: 5681.500977
	Iteration 50Q: 3 clusters Score -1.34289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -13428901.000000 Penalty: 5681.500977
	Iteration 51Q: 3 clusters Score -1.34289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 92233 members 
Entering Unmasked Estep 
Score: -13428914.000000 Penalty: 5681.500977
	Iteration 52Q: 3 clusters Score -1.342891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 92252 members 
Entering Unmasked Estep 
Score: -13428933.000000 Penalty: 5681.500977
	Iteration 53Q: 3 clusters Score -1.342893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 92266 members 
Entering Unmasked Estep 
Score: -13428928.000000 Penalty: 5681.500977
	Iteration 54Q: 3 clusters Score -1.342893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -13428943.000000 Penalty: 5681.500977
	Iteration 55Q: 3 clusters Score -1.342894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 92287 members 
Entering Unmasked Estep 
Score: -13428941.000000 Penalty: 5681.500977
	Iteration 56Q: 3 clusters Score -1.342894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -13428945.000000 Penalty: 5681.500977
	Iteration 57Q: 3 clusters Score -1.342894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 92307 members 
Entering Unmasked Estep 
Score: -13428956.000000 Penalty: 5681.500977
	Iteration 58Q: 3 clusters Score -1.342896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 92317 members 
Entering Unmasked Estep 
Score: -13428956.000000 Penalty: 5681.500977
	Iteration 59Q: 3 clusters Score -1.342896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 92325 members 
Entering Unmasked Estep 
Score: -13428957.000000 Penalty: 5681.500977
	Iteration 60F: 3 clusters Score -1.342896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -13428956.000000 Penalty: 5681.500977
	Iteration 61Q: 3 clusters Score -1.342896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 92351 members 
Entering Unmasked Estep 
Score: -13428958.000000 Penalty: 5681.500977
	Iteration 62Q: 3 clusters Score -1.342896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -13428968.000000 Penalty: 5681.500977
	Iteration 63Q: 3 clusters Score -1.342897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -13428972.000000 Penalty: 5681.500977
	Iteration 64Q: 3 clusters Score -1.342897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -13428968.000000 Penalty: 5681.500977
	Iteration 65Q: 3 clusters Score -1.342897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -13428972.000000 Penalty: 5681.500977
	Iteration 66Q: 3 clusters Score -1.342897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -13428959.000000 Penalty: 5681.500977
	Iteration 67Q: 3 clusters Score -1.342896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -13428958.000000 Penalty: 5681.500977
	Iteration 68Q: 3 clusters Score -1.342896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -13428967.000000 Penalty: 5681.500977
	Iteration 69Q: 3 clusters Score -1.342897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -13428966.000000 Penalty: 5681.500977
	Iteration 70Q: 3 clusters Score -1.342897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -13428981.000000 Penalty: 5681.500977
	Iteration 71Q: 3 clusters Score -1.342898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -13428979.000000 Penalty: 5681.500977
	Iteration 72Q: 3 clusters Score -1.342898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -13428978.000000 Penalty: 5681.500977
	Iteration 73Q: 3 clusters Score -1.342898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -13428969.000000 Penalty: 5681.500977
	Iteration 74Q: 3 clusters Score -1.342897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -13428962.000000 Penalty: 5681.500977
	Iteration 75Q: 3 clusters Score -1.342896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 92412 members 
Entering Unmasked Estep 
Score: -13428958.000000 Penalty: 5681.500977
	Iteration 76Q: 3 clusters Score -1.342896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 92414 members 
Entering Unmasked Estep 
Score: -13428958.000000 Penalty: 5681.500977
	Iteration 77Q: 3 clusters Score -1.342896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 92414 members 
Entering Unmasked Estep 
Score: -13428958.000000 Penalty: 5681.500977
	Iteration 78F: 3 clusters Score -1.342896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (87551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Entering Unmasked Estep 
Score: -12565743.000000 Penalty: 2822.234131
	Iteration 0F: 2 clusters Score -1.256574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -12507123.000000 Penalty: 5644.468262
	Iteration 0F: 3 clusters Score -1.250712e+07 nChanged 41332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -12530676.000000 Penalty: 5644.468262
	Iteration 1F: 3 clusters Score -1.253068e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -12531406.000000 Penalty: 5644.468262
	Iteration 2Q: 3 clusters Score -1.253141e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -12532289.000000 Penalty: 5644.468262
	Iteration 3Q: 3 clusters Score -1.253229e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -12533303.000000 Penalty: 5644.468262
	Iteration 4Q: 3 clusters Score -1.25333e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -12534900.000000 Penalty: 5644.468262
	Iteration 5Q: 3 clusters Score -1.25349e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -12537107.000000 Penalty: 5644.468262
	Iteration 6F: 3 clusters Score -1.253711e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -12540569.000000 Penalty: 5644.468262
	Iteration 7F: 3 clusters Score -1.254057e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -12545148.000000 Penalty: 5644.468262
	Iteration 8F: 3 clusters Score -1.254515e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -12550429.000000 Penalty: 5644.468262
	Iteration 9F: 3 clusters Score -1.255043e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -12555135.000000 Penalty: 5644.468262
	Iteration 10F: 3 clusters Score -1.255514e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -12557656.000000 Penalty: 5644.468262
	Iteration 11Q: 3 clusters Score -1.255766e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -12558760.000000 Penalty: 5644.468262
	Iteration 12Q: 3 clusters Score -1.255876e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -12559378.000000 Penalty: 5644.468262
	Iteration 13Q: 3 clusters Score -1.255938e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -12559835.000000 Penalty: 5644.468262
	Iteration 14Q: 3 clusters Score -1.255984e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -12560178.000000 Penalty: 5644.468262
	Iteration 15Q: 3 clusters Score -1.256018e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73736 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -12560477.000000 Penalty: 5644.468262
	Iteration 16Q: 3 clusters Score -1.256048e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -12560753.000000 Penalty: 5644.468262
	Iteration 17Q: 3 clusters Score -1.256075e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -12560934.000000 Penalty: 5644.468262
	Iteration 18Q: 3 clusters Score -1.256093e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -12561081.000000 Penalty: 5644.468262
	Iteration 19Q: 3 clusters Score -1.256108e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -12561202.000000 Penalty: 5644.468262
	Iteration 20F: 3 clusters Score -1.25612e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -12561341.000000 Penalty: 5644.468262
	Iteration 21Q: 3 clusters Score -1.256134e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -12561519.000000 Penalty: 5644.468262
	Iteration 22Q: 3 clusters Score -1.256152e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77994 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -12561631.000000 Penalty: 5644.468262
	Iteration 23Q: 3 clusters Score -1.256163e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -12561735.000000 Penalty: 5644.468262
	Iteration 24Q: 3 clusters Score -1.256174e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -12561847.000000 Penalty: 5644.468262
	Iteration 25Q: 3 clusters Score -1.256185e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -12561900.000000 Penalty: 5644.468262
	Iteration 26Q: 3 clusters Score -1.25619e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -12561967.000000 Penalty: 5644.468262
	Iteration 27Q: 3 clusters Score -1.256197e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -12562121.000000 Penalty: 5644.468262
	Iteration 28Q: 3 clusters Score -1.256212e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -12562204.000000 Penalty: 5644.468262
	Iteration 29Q: 3 clusters Score -1.25622e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -12562314.000000 Penalty: 5644.468262
	Iteration 30Q: 3 clusters Score -1.256231e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81335 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -12562393.000000 Penalty: 5644.468262
	Iteration 31Q: 3 clusters Score -1.256239e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -12562495.000000 Penalty: 5644.468262
	Iteration 32Q: 3 clusters Score -1.25625e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -12562591.000000 Penalty: 5644.468262
	Iteration 33Q: 3 clusters Score -1.256259e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -12562673.000000 Penalty: 5644.468262
	Iteration 34Q: 3 clusters Score -1.256267e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -12562692.000000 Penalty: 5644.468262
	Iteration 35Q: 3 clusters Score -1.256269e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -12562770.000000 Penalty: 5644.468262
	Iteration 36Q: 3 clusters Score -1.256277e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -12562840.000000 Penalty: 5644.468262
	Iteration 37Q: 3 clusters Score -1.256284e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -12562881.000000 Penalty: 5644.468262
	Iteration 38Q: 3 clusters Score -1.256288e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83567 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -12562931.000000 Penalty: 5644.468262
	Iteration 39Q: 3 clusters Score -1.256293e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83760 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -12562993.000000 Penalty: 5644.468262
	Iteration 40F: 3 clusters Score -1.256299e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -12563033.000000 Penalty: 5644.468262
	Iteration 41Q: 3 clusters Score -1.256303e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -12563059.000000 Penalty: 5644.468262
	Iteration 42Q: 3 clusters Score -1.256306e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -12563123.000000 Penalty: 5644.468262
	Iteration 43Q: 3 clusters Score -1.256312e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -12563166.000000 Penalty: 5644.468262
	Iteration 44Q: 3 clusters Score -1.256317e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -12563218.000000 Penalty: 5644.468262
	Iteration 45Q: 3 clusters Score -1.256322e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -12563218.000000 Penalty: 5644.468262
	Iteration 46Q: 3 clusters Score -1.256322e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84795 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -12563228.000000 Penalty: 5644.468262
	Iteration 47Q: 3 clusters Score -1.256323e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -12563254.000000 Penalty: 5644.468262
	Iteration 48Q: 3 clusters Score -1.256325e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84965 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12563266.000000 Penalty: 5644.468262
	Iteration 49Q: 3 clusters Score -1.256327e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85038 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -12563298.000000 Penalty: 5644.468262
	Iteration 50Q: 3 clusters Score -1.25633e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85109 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -12563282.000000 Penalty: 5644.468262
	Iteration 51Q: 3 clusters Score -1.256328e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85166 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -12563307.000000 Penalty: 5644.468262
	Iteration 52Q: 3 clusters Score -1.256331e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -12563319.000000 Penalty: 5644.468262
	Iteration 53Q: 3 clusters Score -1.256332e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -12563363.000000 Penalty: 5644.468262
	Iteration 54Q: 3 clusters Score -1.256336e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -12563343.000000 Penalty: 5644.468262
	Iteration 55Q: 3 clusters Score -1.256334e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85340 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -12563343.000000 Penalty: 5644.468262
	Iteration 56Q: 3 clusters Score -1.256334e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -12563357.000000 Penalty: 5644.468262
	Iteration 57Q: 3 clusters Score -1.256336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85390 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -12563342.000000 Penalty: 5644.468262
	Iteration 58Q: 3 clusters Score -1.256334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -12563337.000000 Penalty: 5644.468262
	Iteration 59Q: 3 clusters Score -1.256334e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85445 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -12563347.000000 Penalty: 5644.468262
	Iteration 60F: 3 clusters Score -1.256335e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -12563366.000000 Penalty: 5644.468262
	Iteration 61Q: 3 clusters Score -1.256337e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -12563369.000000 Penalty: 5644.468262
	Iteration 62Q: 3 clusters Score -1.256337e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -12563365.000000 Penalty: 5644.468262
	Iteration 63Q: 3 clusters Score -1.256336e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -12563370.000000 Penalty: 5644.468262
	Iteration 64Q: 3 clusters Score -1.256337e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -12563386.000000 Penalty: 5644.468262
	Iteration 65Q: 3 clusters Score -1.256339e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -12563396.000000 Penalty: 5644.468262
	Iteration 66Q: 3 clusters Score -1.25634e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85652 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -12563418.000000 Penalty: 5644.468262
	Iteration 67Q: 3 clusters Score -1.256342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -12563434.000000 Penalty: 5644.468262
	Iteration 68Q: 3 clusters Score -1.256343e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -12563433.000000 Penalty: 5644.468262
	Iteration 69Q: 3 clusters Score -1.256343e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -12563437.000000 Penalty: 5644.468262
	Iteration 70Q: 3 clusters Score -1.256344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -12563434.000000 Penalty: 5644.468262
	Iteration 71Q: 3 clusters Score -1.256343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85759 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -12563443.000000 Penalty: 5644.468262
	Iteration 72Q: 3 clusters Score -1.256344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85764 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -12563431.000000 Penalty: 5644.468262
	Iteration 73Q: 3 clusters Score -1.256343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85768 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -12563430.000000 Penalty: 5644.468262
	Iteration 74Q: 3 clusters Score -1.256343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -12563435.000000 Penalty: 5644.468262
	Iteration 75Q: 3 clusters Score -1.256344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12563440.000000 Penalty: 5644.468262
	Iteration 76Q: 3 clusters Score -1.256344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -12563455.000000 Penalty: 5644.468262
	Iteration 77Q: 3 clusters Score -1.256346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -12563451.000000 Penalty: 5644.468262
	Iteration 78Q: 3 clusters Score -1.256345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -12563432.000000 Penalty: 5644.468262
	Iteration 79Q: 3 clusters Score -1.256343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85810 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -12563435.000000 Penalty: 5644.468262
	Iteration 80F: 3 clusters Score -1.256344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -12563437.000000 Penalty: 5644.468262
	Iteration 81Q: 3 clusters Score -1.256344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -12563455.000000 Penalty: 5644.468262
	Iteration 82Q: 3 clusters Score -1.256346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85828 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -12563457.000000 Penalty: 5644.468262
	Iteration 83Q: 3 clusters Score -1.256346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -12563465.000000 Penalty: 5644.468262
	Iteration 84Q: 3 clusters Score -1.256346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -12563454.000000 Penalty: 5644.468262
	Iteration 85Q: 3 clusters Score -1.256345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -12563462.000000 Penalty: 5644.468262
	Iteration 86Q: 3 clusters Score -1.256346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -12563473.000000 Penalty: 5644.468262
	Iteration 87Q: 3 clusters Score -1.256347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -12563478.000000 Penalty: 5644.468262
	Iteration 88Q: 3 clusters Score -1.256348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85880 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -12563480.000000 Penalty: 5644.468262
	Iteration 89Q: 3 clusters Score -1.256348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12563473.000000 Penalty: 5644.468262
	Iteration 90Q: 3 clusters Score -1.256347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -12563478.000000 Penalty: 5644.468262
	Iteration 91Q: 3 clusters Score -1.256348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85900 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12563475.000000 Penalty: 5644.468262
	Iteration 92Q: 3 clusters Score -1.256348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -12563480.000000 Penalty: 5644.468262
	Iteration 93Q: 3 clusters Score -1.256348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12563476.000000 Penalty: 5644.468262
	Iteration 94Q: 3 clusters Score -1.256348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -12563474.000000 Penalty: 5644.468262
	Iteration 95Q: 3 clusters Score -1.256347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12563476.000000 Penalty: 5644.468262
	Iteration 96Q: 3 clusters Score -1.256348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -12563473.000000 Penalty: 5644.468262
	Iteration 97Q: 3 clusters Score -1.256347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -12563478.000000 Penalty: 5644.468262
	Iteration 98Q: 3 clusters Score -1.256348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -12563483.000000 Penalty: 5644.468262
	Iteration 99Q: 3 clusters Score -1.256348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85939 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -12563478.000000 Penalty: 5644.468262
	Iteration 100F: 3 clusters Score -1.256348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -12563467.000000 Penalty: 5644.468262
	Iteration 101Q: 3 clusters Score -1.256347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -12563465.000000 Penalty: 5644.468262
	Iteration 102Q: 3 clusters Score -1.256346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -12563462.000000 Penalty: 5644.468262
	Iteration 103Q: 3 clusters Score -1.256346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -12563462.000000 Penalty: 5644.468262
	Iteration 104Q: 3 clusters Score -1.256346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -12563475.000000 Penalty: 5644.468262
	Iteration 105Q: 3 clusters Score -1.256348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -12563475.000000 Penalty: 5644.468262
	Iteration 106F: 3 clusters Score -1.256348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156963 members 
Entering Unmasked Estep 
Score: -22032772.000000 Penalty: 2967.013672
	Iteration 0F: 2 clusters Score -2.203277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78307 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -21929456.000000 Penalty: 5934.027344
	Iteration 0F: 3 clusters Score -2.192946e+07 nChanged 75077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 81091 members 
Entering Unmasked Estep 
Score: -21973000.000000 Penalty: 5934.027344
	Iteration 1F: 3 clusters Score -2.1973e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 82803 members 
Entering Unmasked Estep 
Score: -21973760.000000 Penalty: 5934.027344
	Iteration 2Q: 3 clusters Score -2.197376e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -21975282.000000 Penalty: 5934.027344
	Iteration 3Q: 3 clusters Score -2.197528e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -21977744.000000 Penalty: 5934.027344
	Iteration 4Q: 3 clusters Score -2.197774e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -21982272.000000 Penalty: 5934.027344
	Iteration 5F: 3 clusters Score -2.198227e+07 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 105618 members 
Entering Unmasked Estep 
Score: -21989352.000000 Penalty: 5934.027344
	Iteration 6F: 3 clusters Score -2.198935e+07 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -22000048.000000 Penalty: 5934.027344
	Iteration 7F: 3 clusters Score -2.200005e+07 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 129446 members 
Entering Unmasked Estep 
Score: -22011990.000000 Penalty: 5934.027344
	Iteration 8F: 3 clusters Score -2.201199e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 138138 members 
Entering Unmasked Estep 
Score: -22021456.000000 Penalty: 5934.027344
	Iteration 9F: 3 clusters Score -2.202146e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 142555 members 
Entering Unmasked Estep 
Score: -22026832.000000 Penalty: 5934.027344
	Iteration 10Q: 3 clusters Score -2.202683e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 144668 members 
Entering Unmasked Estep 
Score: -22029068.000000 Penalty: 5934.027344
	Iteration 11Q: 3 clusters Score -2.202907e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 146060 members 
Entering Unmasked Estep 
Score: -22029874.000000 Penalty: 5934.027344
	Iteration 12Q: 3 clusters Score -2.202987e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 147174 members 
Entering Unmasked Estep 
Score: -22030346.000000 Penalty: 5934.027344
	Iteration 13Q: 3 clusters Score -2.203035e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 148082 members 
Entering Unmasked Estep 
Score: -22030702.000000 Penalty: 5934.027344
	Iteration 14Q: 3 clusters Score -2.20307e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 148819 members 
Entering Unmasked Estep 
Score: -22030898.000000 Penalty: 5934.027344
	Iteration 15Q: 3 clusters Score -2.20309e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 149474 members 
Entering Unmasked Estep 
Score: -22031014.000000 Penalty: 5934.027344
	Iteration 16Q: 3 clusters Score -2.203101e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 150021 members 
Entering Unmasked Estep 
Score: -22031196.000000 Penalty: 5934.027344
	Iteration 17Q: 3 clusters Score -2.20312e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 150514 members 
Entering Unmasked Estep 
Score: -22031250.000000 Penalty: 5934.027344
	Iteration 18Q: 3 clusters Score -2.203125e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 150938 members 
Entering Unmasked Estep 
Score: -22031310.000000 Penalty: 5934.027344
	Iteration 19Q: 3 clusters Score -2.203131e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 151335 members 
Entering Unmasked Estep 
Score: -22031334.000000 Penalty: 5934.027344
	Iteration 20F: 3 clusters Score -2.203133e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -22031370.000000 Penalty: 5934.027344
	Iteration 21Q: 3 clusters Score -2.203137e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 152050 members 
Entering Unmasked Estep 
Score: -22031338.000000 Penalty: 5934.027344
	Iteration 22Q: 3 clusters Score -2.203134e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 152334 members 
Entering Unmasked Estep 
Score: -22031374.000000 Penalty: 5934.027344
	Iteration 23Q: 3 clusters Score -2.203137e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 152582 members 
Entering Unmasked Estep 
Score: -22031392.000000 Penalty: 5934.027344
	Iteration 24Q: 3 clusters Score -2.203139e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 152793 members 
Entering Unmasked Estep 
Score: -22031368.000000 Penalty: 5934.027344
	Iteration 25Q: 3 clusters Score -2.203137e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 152991 members 
Entering Unmasked Estep 
Score: -22031392.000000 Penalty: 5934.027344
	Iteration 26Q: 3 clusters Score -2.203139e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 153170 members 
Entering Unmasked Estep 
Score: -22031388.000000 Penalty: 5934.027344
	Iteration 27Q: 3 clusters Score -2.203139e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 153314 members 
Entering Unmasked Estep 
Score: -22031394.000000 Penalty: 5934.027344
	Iteration 28Q: 3 clusters Score -2.203139e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 153452 members 
Entering Unmasked Estep 
Score: -22031362.000000 Penalty: 5934.027344
	Iteration 29Q: 3 clusters Score -2.203136e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
Score: -22031348.000000 Penalty: 5934.027344
	Iteration 30Q: 3 clusters Score -2.203135e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 153655 members 
Entering Unmasked Estep 
Score: -22031344.000000 Penalty: 5934.027344
	Iteration 31Q: 3 clusters Score -2.203134e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 153728 members 
Entering Unmasked Estep 
Score: -22031298.000000 Penalty: 5934.027344
	Iteration 32Q: 3 clusters Score -2.20313e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 153813 members 
Entering Unmasked Estep 
Score: -22031286.000000 Penalty: 5934.027344
	Iteration 33Q: 3 clusters Score -2.203129e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 153892 members 
Entering Unmasked Estep 
Score: -22031334.000000 Penalty: 5934.027344
	Iteration 34Q: 3 clusters Score -2.203133e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 153955 members 
Entering Unmasked Estep 
Score: -22031296.000000 Penalty: 5934.027344
	Iteration 35Q: 3 clusters Score -2.20313e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 154011 members 
Entering Unmasked Estep 
Score: -22031266.000000 Penalty: 5934.027344
	Iteration 36Q: 3 clusters Score -2.203127e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 154061 members 
Entering Unmasked Estep 
Score: -22031238.000000 Penalty: 5934.027344
	Iteration 37Q: 3 clusters Score -2.203124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 154102 members 
Entering Unmasked Estep 
Score: -22031234.000000 Penalty: 5934.027344
	Iteration 38Q: 3 clusters Score -2.203123e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 154133 members 
Entering Unmasked Estep 
Score: -22031258.000000 Penalty: 5934.027344
	Iteration 39Q: 3 clusters Score -2.203126e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 154174 members 
Entering Unmasked Estep 
Score: -22031234.000000 Penalty: 5934.027344
	Iteration 40F: 3 clusters Score -2.203123e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 154211 members 
Entering Unmasked Estep 
Score: -22031238.000000 Penalty: 5934.027344
	Iteration 41Q: 3 clusters Score -2.203124e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 154243 members 
Entering Unmasked Estep 
Score: -22031242.000000 Penalty: 5934.027344
	Iteration 42Q: 3 clusters Score -2.203124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 154272 members 
Entering Unmasked Estep 
Score: -22031258.000000 Penalty: 5934.027344
	Iteration 43Q: 3 clusters Score -2.203126e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -22031264.000000 Penalty: 5934.027344
	Iteration 44Q: 3 clusters Score -2.203126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -22031264.000000 Penalty: 5934.027344
	Iteration 45Q: 3 clusters Score -2.203126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 154326 members 
Entering Unmasked Estep 
Score: -22031266.000000 Penalty: 5934.027344
	Iteration 46Q: 3 clusters Score -2.203127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -22031262.000000 Penalty: 5934.027344
	Iteration 47Q: 3 clusters Score -2.203126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -22031256.000000 Penalty: 5934.027344
	Iteration 48Q: 3 clusters Score -2.203126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 154354 members 
Entering Unmasked Estep 
Score: -22031238.000000 Penalty: 5934.027344
	Iteration 49Q: 3 clusters Score -2.203124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 154364 members 
Entering Unmasked Estep 
Score: -22031266.000000 Penalty: 5934.027344
	Iteration 50Q: 3 clusters Score -2.203127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 154371 members 
Entering Unmasked Estep 
Score: -22031266.000000 Penalty: 5934.027344
	Iteration 51Q: 3 clusters Score -2.203127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 154377 members 
Entering Unmasked Estep 
Score: -22031278.000000 Penalty: 5934.027344
	Iteration 52Q: 3 clusters Score -2.203128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 154385 members 
Entering Unmasked Estep 
Score: -22031274.000000 Penalty: 5934.027344
	Iteration 53Q: 3 clusters Score -2.203127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 154394 members 
Entering Unmasked Estep 
Score: -22031286.000000 Penalty: 5934.027344
	Iteration 54Q: 3 clusters Score -2.203129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 154400 members 
Entering Unmasked Estep 
Score: -22031274.000000 Penalty: 5934.027344
	Iteration 55Q: 3 clusters Score -2.203127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -22031292.000000 Penalty: 5934.027344
	Iteration 56Q: 3 clusters Score -2.203129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 154417 members 
Entering Unmasked Estep 
Score: -22031286.000000 Penalty: 5934.027344
	Iteration 57Q: 3 clusters Score -2.203129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 154428 members 
Entering Unmasked Estep 
Score: -22031296.000000 Penalty: 5934.027344
	Iteration 58Q: 3 clusters Score -2.20313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 154441 members 
Entering Unmasked Estep 
Score: -22031288.000000 Penalty: 5934.027344
	Iteration 59Q: 3 clusters Score -2.203129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 154451 members 
Entering Unmasked Estep 
Score: -22031290.000000 Penalty: 5934.027344
	Iteration 60F: 3 clusters Score -2.203129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 154455 members 
Entering Unmasked Estep 
Score: -22031292.000000 Penalty: 5934.027344
	Iteration 61Q: 3 clusters Score -2.203129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 154461 members 
Entering Unmasked Estep 
Score: -22031292.000000 Penalty: 5934.027344
	Iteration 62Q: 3 clusters Score -2.203129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 154466 members 
Entering Unmasked Estep 
Score: -22031280.000000 Penalty: 5934.027344
	Iteration 63Q: 3 clusters Score -2.203128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 154468 members 
Entering Unmasked Estep 
Score: -22031284.000000 Penalty: 5934.027344
	Iteration 64Q: 3 clusters Score -2.203128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 154469 members 
Entering Unmasked Estep 
Score: -22031286.000000 Penalty: 5934.027344
	Iteration 65Q: 3 clusters Score -2.203129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 154472 members 
Entering Unmasked Estep 
Score: -22031274.000000 Penalty: 5934.027344
	Iteration 66Q: 3 clusters Score -2.203127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 154476 members 
Entering Unmasked Estep 
Score: -22031256.000000 Penalty: 5934.027344
	Iteration 67Q: 3 clusters Score -2.203126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 154478 members 
Entering Unmasked Estep 
Score: -22031272.000000 Penalty: 5934.027344
	Iteration 68Q: 3 clusters Score -2.203127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 154482 members 
Entering Unmasked Estep 
Score: -22031282.000000 Penalty: 5934.027344
	Iteration 69Q: 3 clusters Score -2.203128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -22031272.000000 Penalty: 5934.027344
	Iteration 70Q: 3 clusters Score -2.203127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 154486 members 
Entering Unmasked Estep 
Score: -22031276.000000 Penalty: 5934.027344
	Iteration 71Q: 3 clusters Score -2.203128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -22031282.000000 Penalty: 5934.027344
	Iteration 72Q: 3 clusters Score -2.203128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 154492 members 
Entering Unmasked Estep 
Score: -22031282.000000 Penalty: 5934.027344
	Iteration 73Q: 3 clusters Score -2.203128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 154495 members 
Entering Unmasked Estep 
Score: -22031286.000000 Penalty: 5934.027344
	Iteration 74Q: 3 clusters Score -2.203129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 154497 members 
Entering Unmasked Estep 
Score: -22031278.000000 Penalty: 5934.027344
	Iteration 75Q: 3 clusters Score -2.203128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 154498 members 
Entering Unmasked Estep 
Score: -22031276.000000 Penalty: 5934.027344
	Iteration 76Q: 3 clusters Score -2.203128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 154500 members 
Entering Unmasked Estep 
Score: -22031272.000000 Penalty: 5934.027344
	Iteration 77Q: 3 clusters Score -2.203127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 154503 members 
Entering Unmasked Estep 
Score: -22031268.000000 Penalty: 5934.027344
	Iteration 78Q: 3 clusters Score -2.203127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 154507 members 
Entering Unmasked Estep 
Score: -22031278.000000 Penalty: 5934.027344
	Iteration 79Q: 3 clusters Score -2.203128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 154512 members 
Entering Unmasked Estep 
Score: -22031278.000000 Penalty: 5934.027344
	Iteration 80F: 3 clusters Score -2.203128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 154520 members 
Entering Unmasked Estep 
Score: -22031280.000000 Penalty: 5934.027344
	Iteration 81Q: 3 clusters Score -2.203128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 154528 members 
Entering Unmasked Estep 
Score: -22031290.000000 Penalty: 5934.027344
	Iteration 82Q: 3 clusters Score -2.203129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 154529 members 
Entering Unmasked Estep 
Score: -22031282.000000 Penalty: 5934.027344
	Iteration 83Q: 3 clusters Score -2.203128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 154531 members 
Entering Unmasked Estep 
Score: -22031290.000000 Penalty: 5934.027344
	Iteration 84Q: 3 clusters Score -2.203129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 154533 members 
Entering Unmasked Estep 
Score: -22031272.000000 Penalty: 5934.027344
	Iteration 85Q: 3 clusters Score -2.203127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 154534 members 
Entering Unmasked Estep 
Score: -22031280.000000 Penalty: 5934.027344
	Iteration 86Q: 3 clusters Score -2.203128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 154535 members 
Entering Unmasked Estep 
Score: -22031286.000000 Penalty: 5934.027344
	Iteration 87Q: 3 clusters Score -2.203129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 154538 members 
Entering Unmasked Estep 
Score: -22031296.000000 Penalty: 5934.027344
	Iteration 88Q: 3 clusters Score -2.20313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 154541 members 
Entering Unmasked Estep 
Score: -22031296.000000 Penalty: 5934.027344
	Iteration 89Q: 3 clusters Score -2.20313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 154547 members 
Entering Unmasked Estep 
Score: -22031300.000000 Penalty: 5934.027344
	Iteration 90Q: 3 clusters Score -2.20313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 154550 members 
Entering Unmasked Estep 
Score: -22031290.000000 Penalty: 5934.027344
	Iteration 91Q: 3 clusters Score -2.203129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 154553 members 
Entering Unmasked Estep 
Score: -22031290.000000 Penalty: 5934.027344
	Iteration 92Q: 3 clusters Score -2.203129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 154558 members 
Entering Unmasked Estep 
Score: -22031284.000000 Penalty: 5934.027344
	Iteration 93Q: 3 clusters Score -2.203128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 154561 members 
Entering Unmasked Estep 
Score: -22031274.000000 Penalty: 5934.027344
	Iteration 94Q: 3 clusters Score -2.203127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 154566 members 
Entering Unmasked Estep 
Score: -22031260.000000 Penalty: 5934.027344
	Iteration 95Q: 3 clusters Score -2.203126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 154568 members 
Entering Unmasked Estep 
Score: -22031256.000000 Penalty: 5934.027344
	Iteration 96Q: 3 clusters Score -2.203126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 154571 members 
Entering Unmasked Estep 
Score: -22031256.000000 Penalty: 5934.027344
	Iteration 97Q: 3 clusters Score -2.203126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 154579 members 
Entering Unmasked Estep 
Score: -22031242.000000 Penalty: 5934.027344
	Iteration 98Q: 3 clusters Score -2.203124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 154584 members 
Entering Unmasked Estep 
Score: -22031242.000000 Penalty: 5934.027344
	Iteration 99Q: 3 clusters Score -2.203124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 154590 members 
Entering Unmasked Estep 
Score: -22031238.000000 Penalty: 5934.027344
	Iteration 100F: 3 clusters Score -2.203124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 154596 members 
Entering Unmasked Estep 
Score: -22031246.000000 Penalty: 5934.027344
	Iteration 101Q: 3 clusters Score -2.203125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 154601 members 
Entering Unmasked Estep 
Score: -22031248.000000 Penalty: 5934.027344
	Iteration 102Q: 3 clusters Score -2.203125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 154606 members 
Entering Unmasked Estep 
Score: -22031254.000000 Penalty: 5934.027344
	Iteration 103Q: 3 clusters Score -2.203125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 154606 members 
Entering Unmasked Estep 
Score: -22031250.000000 Penalty: 5934.027344
	Iteration 104Q: 3 clusters Score -2.203125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 154608 members 
Entering Unmasked Estep 
Score: -22031246.000000 Penalty: 5934.027344
	Iteration 105Q: 3 clusters Score -2.203125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 154611 members 
Entering Unmasked Estep 
Score: -22031254.000000 Penalty: 5934.027344
	Iteration 106Q: 3 clusters Score -2.203125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 154612 members 
Entering Unmasked Estep 
Score: -22031250.000000 Penalty: 5934.027344
	Iteration 107Q: 3 clusters Score -2.203125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 154614 members 
Entering Unmasked Estep 
Score: -22031240.000000 Penalty: 5934.027344
	Iteration 108Q: 3 clusters Score -2.203124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 154615 members 
Entering Unmasked Estep 
Score: -22031246.000000 Penalty: 5934.027344
	Iteration 109Q: 3 clusters Score -2.203125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 154615 members 
Entering Unmasked Estep 
Score: -22031246.000000 Penalty: 5934.027344
	Iteration 110F: 3 clusters Score -2.203125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (108461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108461 members 
Entering Unmasked Estep 
Score: -15398371.000000 Penalty: 2875.348145
	Iteration 0F: 2 clusters Score -1.539837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -15326709.000000 Penalty: 5750.696289
	Iteration 0F: 3 clusters Score -1.532671e+07 nChanged 51145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -15355840.000000 Penalty: 5750.696289
	Iteration 1F: 3 clusters Score -1.535584e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -15356661.000000 Penalty: 5750.696289
	Iteration 2Q: 3 clusters Score -1.535666e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -15357791.000000 Penalty: 5750.696289
	Iteration 3Q: 3 clusters Score -1.535779e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -15359604.000000 Penalty: 5750.696289
	Iteration 4Q: 3 clusters Score -1.53596e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -15362665.000000 Penalty: 5750.696289
	Iteration 5F: 3 clusters Score -1.536266e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -15367864.000000 Penalty: 5750.696289
	Iteration 6F: 3 clusters Score -1.536786e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -15375251.000000 Penalty: 5750.696289
	Iteration 7F: 3 clusters Score -1.537525e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -15383173.000000 Penalty: 5750.696289
	Iteration 8F: 3 clusters Score -1.538317e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -15388994.000000 Penalty: 5750.696289
	Iteration 9F: 3 clusters Score -1.538899e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -15392195.000000 Penalty: 5750.696289
	Iteration 10Q: 3 clusters Score -1.53922e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101558 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -15393741.000000 Penalty: 5750.696289
	Iteration 11Q: 3 clusters Score -1.539374e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -15394408.000000 Penalty: 5750.696289
	Iteration 12Q: 3 clusters Score -1.539441e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103634 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -15394887.000000 Penalty: 5750.696289
	Iteration 13Q: 3 clusters Score -1.539489e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -15395209.000000 Penalty: 5750.696289
	Iteration 14Q: 3 clusters Score -1.539521e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104858 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -15395388.000000 Penalty: 5750.696289
	Iteration 15Q: 3 clusters Score -1.539539e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105312 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -15395553.000000 Penalty: 5750.696289
	Iteration 16Q: 3 clusters Score -1.539555e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -15395705.000000 Penalty: 5750.696289
	Iteration 17Q: 3 clusters Score -1.53957e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -15395812.000000 Penalty: 5750.696289
	Iteration 18Q: 3 clusters Score -1.539581e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -15395890.000000 Penalty: 5750.696289
	Iteration 19Q: 3 clusters Score -1.539589e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -15395974.000000 Penalty: 5750.696289
	Iteration 20F: 3 clusters Score -1.539597e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106559 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -15396045.000000 Penalty: 5750.696289
	Iteration 21Q: 3 clusters Score -1.539604e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106696 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -15396083.000000 Penalty: 5750.696289
	Iteration 22Q: 3 clusters Score -1.539608e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106785 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -15396117.000000 Penalty: 5750.696289
	Iteration 23Q: 3 clusters Score -1.539612e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106852 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -15396108.000000 Penalty: 5750.696289
	Iteration 24Q: 3 clusters Score -1.539611e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -15396115.000000 Penalty: 5750.696289
	Iteration 25Q: 3 clusters Score -1.539612e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15396139.000000 Penalty: 5750.696289
	Iteration 26Q: 3 clusters Score -1.539614e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -15396133.000000 Penalty: 5750.696289
	Iteration 27Q: 3 clusters Score -1.539613e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107007 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15396146.000000 Penalty: 5750.696289
	Iteration 28Q: 3 clusters Score -1.539615e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107040 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -15396157.000000 Penalty: 5750.696289
	Iteration 29Q: 3 clusters Score -1.539616e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107073 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -15396164.000000 Penalty: 5750.696289
	Iteration 30Q: 3 clusters Score -1.539616e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107102 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15396149.000000 Penalty: 5750.696289
	Iteration 31Q: 3 clusters Score -1.539615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107127 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -15396164.000000 Penalty: 5750.696289
	Iteration 32Q: 3 clusters Score -1.539616e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107149 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -15396168.000000 Penalty: 5750.696289
	Iteration 33Q: 3 clusters Score -1.539617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15396151.000000 Penalty: 5750.696289
	Iteration 34Q: 3 clusters Score -1.539615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -15396157.000000 Penalty: 5750.696289
	Iteration 35Q: 3 clusters Score -1.539616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -15396160.000000 Penalty: 5750.696289
	Iteration 36Q: 3 clusters Score -1.539616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -15396145.000000 Penalty: 5750.696289
	Iteration 37Q: 3 clusters Score -1.539614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -15396162.000000 Penalty: 5750.696289
	Iteration 38Q: 3 clusters Score -1.539616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107276 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -15396158.000000 Penalty: 5750.696289
	Iteration 39Q: 3 clusters Score -1.539616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107291 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -15396146.000000 Penalty: 5750.696289
	Iteration 40F: 3 clusters Score -1.539615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107298 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -15396138.000000 Penalty: 5750.696289
	Iteration 41Q: 3 clusters Score -1.539614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107302 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15396144.000000 Penalty: 5750.696289
	Iteration 42Q: 3 clusters Score -1.539614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107303 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -15396148.000000 Penalty: 5750.696289
	Iteration 43Q: 3 clusters Score -1.539615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107304 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -15396144.000000 Penalty: 5750.696289
	Iteration 44Q: 3 clusters Score -1.539614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107304 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -15396144.000000 Penalty: 5750.696289
	Iteration 45F: 3 clusters Score -1.539614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Entering Unmasked Estep 
Score: -1682177.500000 Penalty: 2328.448242
	Iteration 0F: 2 clusters Score -1682178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1673305.375000 Penalty: 4656.896484
	Iteration 0F: 3 clusters Score -1673305 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1675966.875000 Penalty: 4656.896484
	Iteration 1F: 3 clusters Score -1675967 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1676279.625000 Penalty: 4656.896484
	Iteration 2F: 3 clusters Score -1676280 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1676522.000000 Penalty: 4656.896484
	Iteration 3Q: 3 clusters Score -1676522 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1676739.125000 Penalty: 4656.896484
	Iteration 4Q: 3 clusters Score -1676739 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1676951.500000 Penalty: 4656.896484
	Iteration 5Q: 3 clusters Score -1676952 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1677172.500000 Penalty: 4656.896484
	Iteration 6Q: 3 clusters Score -1677172 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1677393.125000 Penalty: 4656.896484
	Iteration 7Q: 3 clusters Score -1677393 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1677669.750000 Penalty: 4656.896484
	Iteration 8Q: 3 clusters Score -1677670 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1677961.750000 Penalty: 4656.896484
	Iteration 9Q: 3 clusters Score -1677962 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1678289.250000 Penalty: 4656.896484
	Iteration 10Q: 3 clusters Score -1678289 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1678605.750000 Penalty: 4656.896484
	Iteration 11Q: 3 clusters Score -1678606 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1678885.125000 Penalty: 4656.896484
	Iteration 12Q: 3 clusters Score -1678885 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1679125.125000 Penalty: 4656.896484
	Iteration 13Q: 3 clusters Score -1679125 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1679335.875000 Penalty: 4656.896484
	Iteration 14Q: 3 clusters Score -1679336 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1679526.625000 Penalty: 4656.896484
	Iteration 15Q: 3 clusters Score -1679527 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1679666.000000 Penalty: 4656.896484
	Iteration 16Q: 3 clusters Score -1679666 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1679768.125000 Penalty: 4656.896484
	Iteration 17Q: 3 clusters Score -1679768 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1679842.625000 Penalty: 4656.896484
	Iteration 18Q: 3 clusters Score -1679843 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1679911.250000 Penalty: 4656.896484
	Iteration 19Q: 3 clusters Score -1679911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1679962.125000 Penalty: 4656.896484
	Iteration 20F: 3 clusters Score -1679962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1680005.375000 Penalty: 4656.896484
	Iteration 21Q: 3 clusters Score -1680005 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1680046.625000 Penalty: 4656.896484
	Iteration 22Q: 3 clusters Score -1680047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1680077.750000 Penalty: 4656.896484
	Iteration 23Q: 3 clusters Score -1680078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1680105.875000 Penalty: 4656.896484
	Iteration 24Q: 3 clusters Score -1680106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1680137.375000 Penalty: 4656.896484
	Iteration 25Q: 3 clusters Score -1680137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1680158.625000 Penalty: 4656.896484
	Iteration 26Q: 3 clusters Score -1680159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1680176.125000 Penalty: 4656.896484
	Iteration 27Q: 3 clusters Score -1680176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1680187.250000 Penalty: 4656.896484
	Iteration 28Q: 3 clusters Score -1680187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1680196.000000 Penalty: 4656.896484
	Iteration 29Q: 3 clusters Score -1680196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1680201.125000 Penalty: 4656.896484
	Iteration 30Q: 3 clusters Score -1680201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1680210.750000 Penalty: 4656.896484
	Iteration 31Q: 3 clusters Score -1680211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1680215.375000 Penalty: 4656.896484
	Iteration 32Q: 3 clusters Score -1680215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1680219.375000 Penalty: 4656.896484
	Iteration 33Q: 3 clusters Score -1680219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1680219.375000 Penalty: 4656.896484
	Iteration 34Q: 3 clusters Score -1680219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1680220.375000 Penalty: 4656.896484
	Iteration 35Q: 3 clusters Score -1680220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1680220.375000 Penalty: 4656.896484
	Iteration 36F: 3 clusters Score -1680220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -102681.546875 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -102681.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101043.351562 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -101043.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101566.312500 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -101566.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -101994.156250 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -101994.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -102120.242188 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -102120.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -102241.750000 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -102241.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -102337.000000 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -102337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -102379.351562 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -102379.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -102406.765625 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -102406.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102436.617188 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -102436.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -102457.562500 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -102457.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -102479.070312 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -102479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -102496.281250 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -102496.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -102513.359375 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -102513.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102516.382812 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -102516.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102516.382812 Penalty: 3347.965820
	Iteration 14F: 3 clusters Score -102516.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (85897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Entering Unmasked Estep 
Score: -12212793.000000 Penalty: 2817.504150
	Iteration 0F: 2 clusters Score -1.221279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -12155284.000000 Penalty: 5635.008301
	Iteration 0F: 3 clusters Score -1.215528e+07 nChanged 40435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -12177988.000000 Penalty: 5635.008301
	Iteration 1F: 3 clusters Score -1.217799e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -12178761.000000 Penalty: 5635.008301
	Iteration 2Q: 3 clusters Score -1.217876e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -12179573.000000 Penalty: 5635.008301
	Iteration 3Q: 3 clusters Score -1.217957e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -12180627.000000 Penalty: 5635.008301
	Iteration 4Q: 3 clusters Score -1.218063e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -12182111.000000 Penalty: 5635.008301
	Iteration 5Q: 3 clusters Score -1.218211e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -12184671.000000 Penalty: 5635.008301
	Iteration 6F: 3 clusters Score -1.218467e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -12188837.000000 Penalty: 5635.008301
	Iteration 7F: 3 clusters Score -1.218884e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70133 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -12195169.000000 Penalty: 5635.008301
	Iteration 8F: 3 clusters Score -1.219517e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77278 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -12202178.000000 Penalty: 5635.008301
	Iteration 9F: 3 clusters Score -1.220218e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -12206954.000000 Penalty: 5635.008301
	Iteration 10F: 3 clusters Score -1.220695e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84454 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -12209212.000000 Penalty: 5635.008301
	Iteration 11Q: 3 clusters Score -1.220921e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -12210026.000000 Penalty: 5635.008301
	Iteration 12Q: 3 clusters Score -1.221003e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12210286.000000 Penalty: 5635.008301
	Iteration 13Q: 3 clusters Score -1.221029e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12210389.000000 Penalty: 5635.008301
	Iteration 14Q: 3 clusters Score -1.221039e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -12210455.000000 Penalty: 5635.008301
	Iteration 15Q: 3 clusters Score -1.221046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12210470.000000 Penalty: 5635.008301
	Iteration 16Q: 3 clusters Score -1.221047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -12210492.000000 Penalty: 5635.008301
	Iteration 17Q: 3 clusters Score -1.221049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12210498.000000 Penalty: 5635.008301
	Iteration 18Q: 3 clusters Score -1.22105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -12210535.000000 Penalty: 5635.008301
	Iteration 19Q: 3 clusters Score -1.221054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12210543.000000 Penalty: 5635.008301
	Iteration 20F: 3 clusters Score -1.221054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12210545.000000 Penalty: 5635.008301
	Iteration 21Q: 3 clusters Score -1.221054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -12210545.000000 Penalty: 5635.008301
	Iteration 22Q: 3 clusters Score -1.221054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12210555.000000 Penalty: 5635.008301
	Iteration 23Q: 3 clusters Score -1.221056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12210555.000000 Penalty: 5635.008301
	Iteration 24Q: 3 clusters Score -1.221056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12210555.000000 Penalty: 5635.008301
	Iteration 25F: 3 clusters Score -1.221056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -276244.656250 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -276244.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -273556.843750 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -273556.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -274066.781250 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -274066.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -274235.375000 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -274235.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -274341.875000 Penalty: 3783.020508
	Iteration 3F: 3 clusters Score -274341.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -274409.250000 Penalty: 3783.020508
	Iteration 4Q: 3 clusters Score -274409.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -274458.937500 Penalty: 3783.020508
	Iteration 5Q: 3 clusters Score -274458.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -274502.812500 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -274502.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -274532.718750 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -274532.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -274568.031250 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -274568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -274606.468750 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -274606.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -274643.437500 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -274643.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -274674.781250 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -274674.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -274699.250000 Penalty: 3783.020508
	Iteration 12Q: 3 clusters Score -274699.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -274718.875000 Penalty: 3783.020508
	Iteration 13Q: 3 clusters Score -274718.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -274731.093750 Penalty: 3783.020508
	Iteration 14Q: 3 clusters Score -274731.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -274741.531250 Penalty: 3783.020508
	Iteration 15Q: 3 clusters Score -274741.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -274757.906250 Penalty: 3783.020508
	Iteration 16Q: 3 clusters Score -274757.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -274771.656250 Penalty: 3783.020508
	Iteration 17Q: 3 clusters Score -274771.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -274785.406250 Penalty: 3783.020508
	Iteration 18Q: 3 clusters Score -274785.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -274792.687500 Penalty: 3783.020508
	Iteration 19Q: 3 clusters Score -274792.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -274802.156250 Penalty: 3783.020508
	Iteration 20F: 3 clusters Score -274802.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -274812.343750 Penalty: 3783.020508
	Iteration 21Q: 3 clusters Score -274812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -274817.937500 Penalty: 3783.020508
	Iteration 22Q: 3 clusters Score -274817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -274818.468750 Penalty: 3783.020508
	Iteration 23Q: 3 clusters Score -274818.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -274818.468750 Penalty: 3783.020508
	Iteration 24F: 3 clusters Score -274818.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -56164.015625 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -56164.02 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 223 members 
Entering Unmasked Estep 
Score: -54777.492188 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -54777.49 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55043.507812 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -55043.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55326.964844 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -55326.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55511.449219 Penalty: 3015.646973
	Iteration 3F: 3 clusters Score -55511.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -55776.738281 Penalty: 3015.646973
	Iteration 4F: 3 clusters Score -55776.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -56004.863281 Penalty: 3015.646973
	Iteration 5F: 3 clusters Score -56004.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -56299.957031 Penalty: 3015.646973
	Iteration 6F: 3 clusters Score -56299.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -56565.546875 Penalty: 3015.646973
	Iteration 7F: 3 clusters Score -56565.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -56709.937500 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -56709.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -56774.128906 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -56774.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -56791.468750 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -56791.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -56791.468750 Penalty: 3015.646973
	Iteration 11F: 3 clusters Score -56791.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27681 members 
Mstep: Class 3 contains 109468 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 8 contains 59 members 
Mstep: Class 9 contains 59277 members 
Mstep: Class 10 contains 17962 members 
Mstep: Class 11 contains 37766 members 
Mstep: Class 12 contains 94338 members 
Mstep: Class 13 contains 87551 members 
Mstep: Class 14 contains 156963 members 
Mstep: Class 16 contains 108461 members 
Mstep: Class 18 contains 11955 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85897 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 91364 members 
Entering Unmasked Estep 
Score: -147039184.000000 Penalty: 72245.875000
Splitting cluster 22 changes total score from -147040480.000000 to -147039184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (91364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91364 members 
Entering Unmasked Estep 
Score: -12979462.000000 Penalty: 2832.806396
	Iteration 0F: 2 clusters Score -1.297946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -12918736.000000 Penalty: 5665.612793
	Iteration 0F: 3 clusters Score -1.291874e+07 nChanged 43012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -12942844.000000 Penalty: 5665.612793
	Iteration 1F: 3 clusters Score -1.294284e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -12943500.000000 Penalty: 5665.612793
	Iteration 2Q: 3 clusters Score -1.29435e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -12944124.000000 Penalty: 5665.612793
	Iteration 3Q: 3 clusters Score -1.294412e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -12944840.000000 Penalty: 5665.612793
	Iteration 4Q: 3 clusters Score -1.294484e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -12945604.000000 Penalty: 5665.612793
	Iteration 5Q: 3 clusters Score -1.29456e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -12946438.000000 Penalty: 5665.612793
	Iteration 6Q: 3 clusters Score -1.294644e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -12947713.000000 Penalty: 5665.612793
	Iteration 7Q: 3 clusters Score -1.294771e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -12949535.000000 Penalty: 5665.612793
	Iteration 8Q: 3 clusters Score -1.294954e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -12952097.000000 Penalty: 5665.612793
	Iteration 9F: 3 clusters Score -1.29521e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -12955852.000000 Penalty: 5665.612793
	Iteration 10F: 3 clusters Score -1.295585e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -12960139.000000 Penalty: 5665.612793
	Iteration 11F: 3 clusters Score -1.296014e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -12963923.000000 Penalty: 5665.612793
	Iteration 12F: 3 clusters Score -1.296392e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -12966203.000000 Penalty: 5665.612793
	Iteration 13Q: 3 clusters Score -1.29662e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -12967441.000000 Penalty: 5665.612793
	Iteration 14Q: 3 clusters Score -1.296744e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -12968234.000000 Penalty: 5665.612793
	Iteration 15Q: 3 clusters Score -1.296823e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -12968899.000000 Penalty: 5665.612793
	Iteration 16Q: 3 clusters Score -1.29689e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -12969473.000000 Penalty: 5665.612793
	Iteration 17Q: 3 clusters Score -1.296947e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -12970089.000000 Penalty: 5665.612793
	Iteration 18Q: 3 clusters Score -1.297009e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -12970680.000000 Penalty: 5665.612793
	Iteration 19Q: 3 clusters Score -1.297068e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -12971310.000000 Penalty: 5665.612793
	Iteration 20F: 3 clusters Score -1.297131e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -12971929.000000 Penalty: 5665.612793
	Iteration 21Q: 3 clusters Score -1.297193e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78021 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -12972479.000000 Penalty: 5665.612793
	Iteration 22Q: 3 clusters Score -1.297248e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -12973040.000000 Penalty: 5665.612793
	Iteration 23Q: 3 clusters Score -1.297304e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -12973410.000000 Penalty: 5665.612793
	Iteration 24Q: 3 clusters Score -1.297341e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -12973888.000000 Penalty: 5665.612793
	Iteration 25Q: 3 clusters Score -1.297389e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -12974326.000000 Penalty: 5665.612793
	Iteration 26Q: 3 clusters Score -1.297433e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -12974743.000000 Penalty: 5665.612793
	Iteration 27Q: 3 clusters Score -1.297474e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -12975055.000000 Penalty: 5665.612793
	Iteration 28Q: 3 clusters Score -1.297506e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -12975413.000000 Penalty: 5665.612793
	Iteration 29Q: 3 clusters Score -1.297541e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -12975684.000000 Penalty: 5665.612793
	Iteration 30Q: 3 clusters Score -1.297568e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -12975884.000000 Penalty: 5665.612793
	Iteration 31Q: 3 clusters Score -1.297588e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -12976046.000000 Penalty: 5665.612793
	Iteration 32Q: 3 clusters Score -1.297605e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87410 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -12976226.000000 Penalty: 5665.612793
	Iteration 33Q: 3 clusters Score -1.297623e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -12976362.000000 Penalty: 5665.612793
	Iteration 34Q: 3 clusters Score -1.297636e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88120 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -12976499.000000 Penalty: 5665.612793
	Iteration 35Q: 3 clusters Score -1.29765e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -12976616.000000 Penalty: 5665.612793
	Iteration 36Q: 3 clusters Score -1.297662e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -12976679.000000 Penalty: 5665.612793
	Iteration 37Q: 3 clusters Score -1.297668e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -12976739.000000 Penalty: 5665.612793
	Iteration 38Q: 3 clusters Score -1.297674e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -12976783.000000 Penalty: 5665.612793
	Iteration 39Q: 3 clusters Score -1.297678e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89164 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -12976869.000000 Penalty: 5665.612793
	Iteration 40F: 3 clusters Score -1.297687e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89291 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -12976908.000000 Penalty: 5665.612793
	Iteration 41Q: 3 clusters Score -1.297691e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -12976924.000000 Penalty: 5665.612793
	Iteration 42Q: 3 clusters Score -1.297692e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -12976949.000000 Penalty: 5665.612793
	Iteration 43Q: 3 clusters Score -1.297695e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -12976954.000000 Penalty: 5665.612793
	Iteration 44Q: 3 clusters Score -1.297695e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -12976955.000000 Penalty: 5665.612793
	Iteration 45Q: 3 clusters Score -1.297696e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89733 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -12976983.000000 Penalty: 5665.612793
	Iteration 46Q: 3 clusters Score -1.297698e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -12977005.000000 Penalty: 5665.612793
	Iteration 47Q: 3 clusters Score -1.2977e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -12977043.000000 Penalty: 5665.612793
	Iteration 48Q: 3 clusters Score -1.297704e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -12977078.000000 Penalty: 5665.612793
	Iteration 49Q: 3 clusters Score -1.297708e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89959 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -12977084.000000 Penalty: 5665.612793
	Iteration 50Q: 3 clusters Score -1.297708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -12977071.000000 Penalty: 5665.612793
	Iteration 51Q: 3 clusters Score -1.297707e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90028 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12977093.000000 Penalty: 5665.612793
	Iteration 52Q: 3 clusters Score -1.297709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -12977075.000000 Penalty: 5665.612793
	Iteration 53Q: 3 clusters Score -1.297708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -12977077.000000 Penalty: 5665.612793
	Iteration 54Q: 3 clusters Score -1.297708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -12977087.000000 Penalty: 5665.612793
	Iteration 55Q: 3 clusters Score -1.297709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -12977073.000000 Penalty: 5665.612793
	Iteration 56Q: 3 clusters Score -1.297707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -12977071.000000 Penalty: 5665.612793
	Iteration 57Q: 3 clusters Score -1.297707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -12977077.000000 Penalty: 5665.612793
	Iteration 58Q: 3 clusters Score -1.297708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12977096.000000 Penalty: 5665.612793
	Iteration 59Q: 3 clusters Score -1.29771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12977100.000000 Penalty: 5665.612793
	Iteration 60F: 3 clusters Score -1.29771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -12977106.000000 Penalty: 5665.612793
	Iteration 61Q: 3 clusters Score -1.297711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -12977106.000000 Penalty: 5665.612793
	Iteration 62Q: 3 clusters Score -1.297711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12977101.000000 Penalty: 5665.612793
	Iteration 63Q: 3 clusters Score -1.29771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12977122.000000 Penalty: 5665.612793
	Iteration 64Q: 3 clusters Score -1.297712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12977123.000000 Penalty: 5665.612793
	Iteration 65Q: 3 clusters Score -1.297712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90215 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -12977128.000000 Penalty: 5665.612793
	Iteration 66Q: 3 clusters Score -1.297713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -12977129.000000 Penalty: 5665.612793
	Iteration 67Q: 3 clusters Score -1.297713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90227 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -12977133.000000 Penalty: 5665.612793
	Iteration 68Q: 3 clusters Score -1.297713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90230 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12977141.000000 Penalty: 5665.612793
	Iteration 69Q: 3 clusters Score -1.297714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -12977141.000000 Penalty: 5665.612793
	Iteration 70Q: 3 clusters Score -1.297714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90235 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -12977137.000000 Penalty: 5665.612793
	Iteration 71Q: 3 clusters Score -1.297714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90239 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -12977147.000000 Penalty: 5665.612793
	Iteration 72Q: 3 clusters Score -1.297715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12977144.000000 Penalty: 5665.612793
	Iteration 73Q: 3 clusters Score -1.297714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12977147.000000 Penalty: 5665.612793
	Iteration 74Q: 3 clusters Score -1.297715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -12977144.000000 Penalty: 5665.612793
	Iteration 75Q: 3 clusters Score -1.297714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12977142.000000 Penalty: 5665.612793
	Iteration 76Q: 3 clusters Score -1.297714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -12977144.000000 Penalty: 5665.612793
	Iteration 77Q: 3 clusters Score -1.297714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -12977144.000000 Penalty: 5665.612793
	Iteration 78F: 3 clusters Score -1.297714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27681 members 
Mstep: Class 3 contains 109468 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 59277 members 
Mstep: Class 10 contains 17962 members 
Mstep: Class 11 contains 37766 members 
Mstep: Class 12 contains 94338 members 
Mstep: Class 13 contains 87551 members 
Mstep: Class 14 contains 156963 members 
Mstep: Class 16 contains 108461 members 
Mstep: Class 18 contains 11955 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85897 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040784.000000 Penalty: 68805.593750
Iteration 79Q: 21 clusters Score -1.470408e+08 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1860 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27623 members 
Mstep: Class 3 contains 107648 members 
Mstep: Class 4 contains 159883 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 59115 members 
Mstep: Class 10 contains 17939 members 
Mstep: Class 11 contains 37841 members 
Mstep: Class 12 contains 94424 members 
Mstep: Class 13 contains 89826 members 
Mstep: Class 14 contains 156810 members 
Mstep: Class 16 contains 108448 members 
Mstep: Class 18 contains 11902 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85862 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91369 members 
Entering Unmasked Estep 
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Iteration 80F: 21 clusters Score -1.470412e+08 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27550 members 
Mstep: Class 3 contains 105788 members 
Mstep: Class 4 contains 159786 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 563 members 
Mstep: Class 9 contains 58933 members 
Mstep: Class 10 contains 17939 members 
Mstep: Class 11 contains 37920 members 
Mstep: Class 12 contains 94455 members 
Mstep: Class 13 contains 92230 members 
Mstep: Class 14 contains 156717 members 
Mstep: Class 16 contains 108406 members 
Mstep: Class 18 contains 11848 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85774 members 
Mstep: Class 21 contains 2059 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91341 members 
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Iteration 81Q: 21 clusters Score -1.470419e+08 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27438 members 
Mstep: Class 3 contains 103888 members 
Mstep: Class 4 contains 159705 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 58759 members 
Mstep: Class 10 contains 17915 members 
Mstep: Class 11 contains 37989 members 
Mstep: Class 12 contains 94507 members 
Mstep: Class 13 contains 94752 members 
Mstep: Class 14 contains 156640 members 
Mstep: Class 16 contains 108338 members 
Mstep: Class 18 contains 11782 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85660 members 
Mstep: Class 21 contains 2059 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91314 members 
Entering Unmasked Estep 
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Iteration 82Q: 21 clusters Score -1.470424e+08 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27305 members 
Mstep: Class 3 contains 101898 members 
Mstep: Class 4 contains 159642 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 9 contains 58602 members 
Mstep: Class 10 contains 17914 members 
Mstep: Class 11 contains 38048 members 
Mstep: Class 12 contains 94514 members 
Mstep: Class 13 contains 97380 members 
Mstep: Class 14 contains 156593 members 
Mstep: Class 16 contains 108284 members 
Mstep: Class 18 contains 11726 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85517 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91262 members 
Entering Unmasked Estep 
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Iteration 83Q: 21 clusters Score -1.470425e+08 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27147 members 
Mstep: Class 3 contains 99691 members 
Mstep: Class 4 contains 159589 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 58451 members 
Mstep: Class 10 contains 17904 members 
Mstep: Class 11 contains 38102 members 
Mstep: Class 12 contains 94562 members 
Mstep: Class 13 contains 100210 members 
Mstep: Class 14 contains 156541 members 
Mstep: Class 16 contains 108175 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 85400 members 
Mstep: Class 21 contains 2069 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91240 members 
Entering Unmasked Estep 
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Iteration 84Q: 21 clusters Score -1.470426e+08 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27004 members 
Mstep: Class 3 contains 97385 members 
Mstep: Class 4 contains 159478 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 58295 members 
Mstep: Class 10 contains 17895 members 
Mstep: Class 11 contains 38161 members 
Mstep: Class 12 contains 94638 members 
Mstep: Class 13 contains 103148 members 
Mstep: Class 14 contains 156575 members 
Mstep: Class 16 contains 108050 members 
Mstep: Class 18 contains 11610 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 85260 members 
Mstep: Class 21 contains 2073 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91177 members 
Entering Unmasked Estep 
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Iteration 85Q: 21 clusters Score -1.470428e+08 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26893 members 
Mstep: Class 3 contains 94960 members 
Mstep: Class 4 contains 159374 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 58157 members 
Mstep: Class 10 contains 17885 members 
Mstep: Class 11 contains 38230 members 
Mstep: Class 12 contains 94656 members 
Mstep: Class 13 contains 106194 members 
Mstep: Class 14 contains 156566 members 
Mstep: Class 16 contains 107909 members 
Mstep: Class 18 contains 11544 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 85160 members 
Mstep: Class 21 contains 2077 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91144 members 
Entering Unmasked Estep 
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Iteration 86Q: 21 clusters Score -1.470432e+08 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26761 members 
Mstep: Class 3 contains 92463 members 
Mstep: Class 4 contains 159297 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 58038 members 
Mstep: Class 10 contains 17873 members 
Mstep: Class 11 contains 38295 members 
Mstep: Class 12 contains 94648 members 
Mstep: Class 13 contains 109294 members 
Mstep: Class 14 contains 156592 members 
Mstep: Class 16 contains 107785 members 
Mstep: Class 18 contains 11482 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 85057 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91083 members 
Entering Unmasked Estep 
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Iteration 87Q: 21 clusters Score -1.470431e+08 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26617 members 
Mstep: Class 3 contains 89722 members 
Mstep: Class 4 contains 159273 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 57936 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 38345 members 
Mstep: Class 12 contains 94615 members 
Mstep: Class 13 contains 112668 members 
Mstep: Class 14 contains 156616 members 
Mstep: Class 16 contains 107626 members 
Mstep: Class 18 contains 11435 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 84916 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 91038 members 
Entering Unmasked Estep 
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Iteration 88Q: 21 clusters Score -1.470437e+08 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26476 members 
Mstep: Class 3 contains 86764 members 
Mstep: Class 4 contains 159305 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 57844 members 
Mstep: Class 10 contains 17816 members 
Mstep: Class 11 contains 38404 members 
Mstep: Class 12 contains 94576 members 
Mstep: Class 13 contains 116173 members 
Mstep: Class 14 contains 156640 members 
Mstep: Class 16 contains 107486 members 
Mstep: Class 18 contains 11388 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 84810 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90981 members 
Entering Unmasked Estep 
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Iteration 89Q: 21 clusters Score -1.470437e+08 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26355 members 
Mstep: Class 3 contains 83663 members 
Mstep: Class 4 contains 159274 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 57751 members 
Mstep: Class 10 contains 17798 members 
Mstep: Class 11 contains 38447 members 
Mstep: Class 12 contains 94565 members 
Mstep: Class 13 contains 119837 members 
Mstep: Class 14 contains 156688 members 
Mstep: Class 16 contains 107312 members 
Mstep: Class 18 contains 11328 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 84718 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90923 members 
Entering Unmasked Estep 
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Iteration 90Q: 21 clusters Score -1.470443e+08 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26230 members 
Mstep: Class 3 contains 80493 members 
Mstep: Class 4 contains 159227 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 57681 members 
Mstep: Class 10 contains 17778 members 
Mstep: Class 11 contains 38487 members 
Mstep: Class 12 contains 94549 members 
Mstep: Class 13 contains 123507 members 
Mstep: Class 14 contains 156763 members 
Mstep: Class 16 contains 107170 members 
Mstep: Class 18 contains 11285 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 84606 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90880 members 
Entering Unmasked Estep 
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Iteration 91Q: 21 clusters Score -1.470451e+08 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26147 members 
Mstep: Class 3 contains 77330 members 
Mstep: Class 4 contains 159182 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 57612 members 
Mstep: Class 10 contains 17767 members 
Mstep: Class 11 contains 38525 members 
Mstep: Class 12 contains 94507 members 
Mstep: Class 13 contains 127098 members 
Mstep: Class 14 contains 156903 members 
Mstep: Class 16 contains 107012 members 
Mstep: Class 18 contains 11243 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 84482 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90843 members 
Entering Unmasked Estep 
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Iteration 92Q: 21 clusters Score -1.470456e+08 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26078 members 
Mstep: Class 3 contains 74108 members 
Mstep: Class 4 contains 159112 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 57557 members 
Mstep: Class 10 contains 17749 members 
Mstep: Class 11 contains 38561 members 
Mstep: Class 12 contains 94487 members 
Mstep: Class 13 contains 130679 members 
Mstep: Class 14 contains 157079 members 
Mstep: Class 16 contains 106896 members 
Mstep: Class 18 contains 11174 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 84365 members 
Mstep: Class 21 contains 2101 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90803 members 
Entering Unmasked Estep 
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Iteration 93Q: 21 clusters Score -1.470456e+08 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26009 members 
Mstep: Class 3 contains 70812 members 
Mstep: Class 4 contains 159101 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 9 contains 57507 members 
Mstep: Class 10 contains 17732 members 
Mstep: Class 11 contains 38596 members 
Mstep: Class 12 contains 94450 members 
Mstep: Class 13 contains 134231 members 
Mstep: Class 14 contains 157234 members 
Mstep: Class 16 contains 106814 members 
Mstep: Class 18 contains 11122 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 84262 members 
Mstep: Class 21 contains 2105 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90774 members 
Entering Unmasked Estep 
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Iteration 94Q: 21 clusters Score -1.470461e+08 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25980 members 
Mstep: Class 3 contains 67582 members 
Mstep: Class 4 contains 159075 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 9 contains 57448 members 
Mstep: Class 10 contains 17710 members 
Mstep: Class 11 contains 38640 members 
Mstep: Class 12 contains 94407 members 
Mstep: Class 13 contains 137689 members 
Mstep: Class 14 contains 157423 members 
Mstep: Class 16 contains 106735 members 
Mstep: Class 18 contains 11073 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 84149 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 90731 members 
Entering Unmasked Estep 
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Iteration 95Q: 21 clusters Score -1.470465e+08 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25951 members 
Mstep: Class 3 contains 64561 members 
Mstep: Class 4 contains 159002 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 558 members 
Mstep: Class 9 contains 57412 members 
Mstep: Class 10 contains 17692 members 
Mstep: Class 11 contains 38691 members 
Mstep: Class 12 contains 94341 members 
Mstep: Class 13 contains 140989 members 
Mstep: Class 14 contains 157559 members 
Mstep: Class 16 contains 106685 members 
Mstep: Class 18 contains 11015 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 84055 members 
Mstep: Class 21 contains 2110 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 90687 members 
Entering Unmasked Estep 
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Iteration 96Q: 21 clusters Score -1.470468e+08 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25945 members 
Mstep: Class 3 contains 61773 members 
Mstep: Class 4 contains 158901 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 558 members 
Mstep: Class 9 contains 57375 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 38732 members 
Mstep: Class 12 contains 94265 members 
Mstep: Class 13 contains 144123 members 
Mstep: Class 14 contains 157600 members 
Mstep: Class 16 contains 106665 members 
Mstep: Class 18 contains 10952 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83957 members 
Mstep: Class 21 contains 2115 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 90681 members 
Entering Unmasked Estep 
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Iteration 97Q: 21 clusters Score -1.470475e+08 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25950 members 
Mstep: Class 3 contains 59273 members 
Mstep: Class 4 contains 158841 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 9 contains 57297 members 
Mstep: Class 10 contains 17638 members 
Mstep: Class 11 contains 38785 members 
Mstep: Class 12 contains 94093 members 
Mstep: Class 13 contains 147324 members 
Mstep: Class 14 contains 157560 members 
Mstep: Class 16 contains 106575 members 
Mstep: Class 18 contains 10912 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83800 members 
Mstep: Class 21 contains 2119 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 90582 members 
Entering Unmasked Estep 
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Iteration 98Q: 21 clusters Score -1.470475e+08 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25927 members 
Mstep: Class 3 contains 57028 members 
Mstep: Class 4 contains 158774 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 9 contains 57233 members 
Mstep: Class 10 contains 17598 members 
Mstep: Class 11 contains 38824 members 
Mstep: Class 12 contains 93892 members 
Mstep: Class 13 contains 150582 members 
Mstep: Class 14 contains 157447 members 
Mstep: Class 16 contains 106449 members 
Mstep: Class 18 contains 10861 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83543 members 
Mstep: Class 21 contains 2121 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 90469 members 
Entering Unmasked Estep 
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Iteration 99Q: 21 clusters Score -1.470472e+08 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1857 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25887 members 
Mstep: Class 3 contains 54992 members 
Mstep: Class 4 contains 158751 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 9 contains 57183 members 
Mstep: Class 10 contains 17563 members 
Mstep: Class 11 contains 38878 members 
Mstep: Class 12 contains 93643 members 
Mstep: Class 13 contains 153717 members 
Mstep: Class 14 contains 157282 members 
Mstep: Class 16 contains 106269 members 
Mstep: Class 18 contains 10817 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83298 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 90345 members 
Entering Unmasked Estep 
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Iteration 100F: 21 clusters Score -1.470482e+08 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 1854 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25859 members 
Mstep: Class 3 contains 52083 members 
Mstep: Class 4 contains 158651 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57110 members 
Mstep: Class 10 contains 17516 members 
Mstep: Class 11 contains 38943 members 
Mstep: Class 12 contains 93320 members 
Mstep: Class 13 contains 157957 members 
Mstep: Class 14 contains 157052 members 
Mstep: Class 16 contains 106039 members 
Mstep: Class 18 contains 10760 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83092 members 
Mstep: Class 21 contains 2129 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 90237 members 
Entering Unmasked Estep 
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Iteration 101Q: 21 clusters Score -1.470471e+08 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25832 members 
Mstep: Class 3 contains 49619 members 
Mstep: Class 4 contains 158649 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 563 members 
Mstep: Class 9 contains 57106 members 
Mstep: Class 10 contains 17461 members 
Mstep: Class 11 contains 38996 members 
Mstep: Class 12 contains 93035 members 
Mstep: Class 13 contains 161676 members 
Mstep: Class 14 contains 156735 members 
Mstep: Class 16 contains 105805 members 
Mstep: Class 18 contains 10717 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82930 members 
Mstep: Class 21 contains 2130 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 90057 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -1.470455e+08 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25806 members 
Mstep: Class 3 contains 47463 members 
Mstep: Class 4 contains 158702 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57106 members 
Mstep: Class 10 contains 17416 members 
Mstep: Class 11 contains 39046 members 
Mstep: Class 12 contains 92830 members 
Mstep: Class 13 contains 164852 members 
Mstep: Class 14 contains 156387 members 
Mstep: Class 16 contains 105598 members 
Mstep: Class 18 contains 10669 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82818 members 
Mstep: Class 21 contains 2133 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 89922 members 
Entering Unmasked Estep 
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Iteration 103Q: 21 clusters Score -1.470441e+08 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25798 members 
Mstep: Class 3 contains 45704 members 
Mstep: Class 4 contains 158856 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 563 members 
Mstep: Class 9 contains 57142 members 
Mstep: Class 10 contains 17385 members 
Mstep: Class 11 contains 39085 members 
Mstep: Class 12 contains 92713 members 
Mstep: Class 13 contains 167163 members 
Mstep: Class 14 contains 156137 members 
Mstep: Class 16 contains 105415 members 
Mstep: Class 18 contains 10635 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82751 members 
Mstep: Class 21 contains 2138 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 89825 members 
Entering Unmasked Estep 
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Iteration 104Q: 21 clusters Score -1.470429e+08 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25805 members 
Mstep: Class 3 contains 44136 members 
Mstep: Class 4 contains 158958 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 563 members 
Mstep: Class 9 contains 57211 members 
Mstep: Class 10 contains 17368 members 
Mstep: Class 11 contains 39156 members 
Mstep: Class 12 contains 92656 members 
Mstep: Class 13 contains 169021 members 
Mstep: Class 14 contains 155920 members 
Mstep: Class 16 contains 105331 members 
Mstep: Class 18 contains 10603 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82681 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 89758 members 
Entering Unmasked Estep 
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Iteration 105Q: 21 clusters Score -1.47042e+08 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25854 members 
Mstep: Class 3 contains 42723 members 
Mstep: Class 4 contains 159046 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 563 members 
Mstep: Class 9 contains 57268 members 
Mstep: Class 10 contains 17384 members 
Mstep: Class 11 contains 39224 members 
Mstep: Class 12 contains 92687 members 
Mstep: Class 13 contains 170430 members 
Mstep: Class 14 contains 155841 members 
Mstep: Class 16 contains 105270 members 
Mstep: Class 18 contains 10568 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82566 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 89739 members 
Entering Unmasked Estep 
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Iteration 106Q: 21 clusters Score -1.470422e+08 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25890 members 
Mstep: Class 3 contains 41476 members 
Mstep: Class 4 contains 159085 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 563 members 
Mstep: Class 9 contains 57308 members 
Mstep: Class 10 contains 17412 members 
Mstep: Class 11 contains 39312 members 
Mstep: Class 12 contains 92703 members 
Mstep: Class 13 contains 171614 members 
Mstep: Class 14 contains 155845 members 
Mstep: Class 16 contains 105237 members 
Mstep: Class 18 contains 10528 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82485 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 89701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041184.000000 Penalty: 68805.593750
Iteration 107Q: 21 clusters Score -1.470412e+08 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25928 members 
Mstep: Class 3 contains 40367 members 
Mstep: Class 4 contains 159116 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57345 members 
Mstep: Class 10 contains 17434 members 
Mstep: Class 11 contains 39405 members 
Mstep: Class 12 contains 92676 members 
Mstep: Class 13 contains 172517 members 
Mstep: Class 14 contains 155845 members 
Mstep: Class 16 contains 105315 members 
Mstep: Class 18 contains 10499 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82450 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 89695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040720.000000 Penalty: 68805.593750
Iteration 108Q: 21 clusters Score -1.470407e+08 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25993 members 
Mstep: Class 3 contains 39457 members 
Mstep: Class 4 contains 159103 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57392 members 
Mstep: Class 10 contains 17436 members 
Mstep: Class 11 contains 39507 members 
Mstep: Class 12 contains 92613 members 
Mstep: Class 13 contains 173225 members 
Mstep: Class 14 contains 155885 members 
Mstep: Class 16 contains 105430 members 
Mstep: Class 18 contains 10449 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82428 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 89671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040480.000000 Penalty: 68805.593750
Iteration 109Q: 21 clusters Score -1.470405e+08 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26025 members 
Mstep: Class 3 contains 38650 members 
Mstep: Class 4 contains 159034 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57426 members 
Mstep: Class 10 contains 17433 members 
Mstep: Class 11 contains 39632 members 
Mstep: Class 12 contains 92573 members 
Mstep: Class 13 contains 173745 members 
Mstep: Class 14 contains 155996 members 
Mstep: Class 16 contains 105529 members 
Mstep: Class 18 contains 10427 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82440 members 
Mstep: Class 21 contains 2159 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 89676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040288.000000 Penalty: 68805.593750
Iteration 110Q: 21 clusters Score -1.470403e+08 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26042 members 
Mstep: Class 3 contains 37819 members 
Mstep: Class 4 contains 158971 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57462 members 
Mstep: Class 10 contains 17421 members 
Mstep: Class 11 contains 39731 members 
Mstep: Class 12 contains 92534 members 
Mstep: Class 13 contains 174275 members 
Mstep: Class 14 contains 156141 members 
Mstep: Class 16 contains 105642 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82500 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 89658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040656.000000 Penalty: 68805.593750
Iteration 111Q: 21 clusters Score -1.470407e+08 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26020 members 
Mstep: Class 3 contains 36988 members 
Mstep: Class 4 contains 158880 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57485 members 
Mstep: Class 10 contains 17425 members 
Mstep: Class 11 contains 39819 members 
Mstep: Class 12 contains 92508 members 
Mstep: Class 13 contains 174834 members 
Mstep: Class 14 contains 156290 members 
Mstep: Class 16 contains 105735 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82551 members 
Mstep: Class 21 contains 2161 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 89690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040944.000000 Penalty: 68805.593750
Iteration 112Q: 21 clusters Score -1.470409e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26015 members 
Mstep: Class 3 contains 36256 members 
Mstep: Class 4 contains 158751 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57501 members 
Mstep: Class 10 contains 17429 members 
Mstep: Class 11 contains 39902 members 
Mstep: Class 12 contains 92488 members 
Mstep: Class 13 contains 175242 members 
Mstep: Class 14 contains 156530 members 
Mstep: Class 16 contains 105856 members 
Mstep: Class 18 contains 10336 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82583 members 
Mstep: Class 21 contains 2161 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 89694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041152.000000 Penalty: 68805.593750
Iteration 113Q: 21 clusters Score -1.470412e+08 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26007 members 
Mstep: Class 3 contains 35559 members 
Mstep: Class 4 contains 158628 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57510 members 
Mstep: Class 10 contains 17429 members 
Mstep: Class 11 contains 40003 members 
Mstep: Class 12 contains 92470 members 
Mstep: Class 13 contains 175677 members 
Mstep: Class 14 contains 156766 members 
Mstep: Class 16 contains 105933 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82591 members 
Mstep: Class 21 contains 2162 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 89696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041248.000000 Penalty: 68805.593750
Iteration 114Q: 21 clusters Score -1.470412e+08 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26006 members 
Mstep: Class 3 contains 34920 members 
Mstep: Class 4 contains 158514 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57514 members 
Mstep: Class 10 contains 17444 members 
Mstep: Class 11 contains 40105 members 
Mstep: Class 12 contains 92445 members 
Mstep: Class 13 contains 176054 members 
Mstep: Class 14 contains 156985 members 
Mstep: Class 16 contains 106028 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82585 members 
Mstep: Class 21 contains 2164 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 89693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040960.000000 Penalty: 68805.593750
Iteration 115Q: 21 clusters Score -1.47041e+08 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26030 members 
Mstep: Class 3 contains 34290 members 
Mstep: Class 4 contains 158486 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57524 members 
Mstep: Class 10 contains 17452 members 
Mstep: Class 11 contains 40203 members 
Mstep: Class 12 contains 92386 members 
Mstep: Class 13 contains 176429 members 
Mstep: Class 14 contains 157151 members 
Mstep: Class 16 contains 106122 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82573 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040784.000000 Penalty: 68805.593750
Iteration 116Q: 21 clusters Score -1.470408e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26035 members 
Mstep: Class 3 contains 33713 members 
Mstep: Class 4 contains 158436 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57546 members 
Mstep: Class 10 contains 17453 members 
Mstep: Class 11 contains 40295 members 
Mstep: Class 12 contains 92337 members 
Mstep: Class 13 contains 176770 members 
Mstep: Class 14 contains 157295 members 
Mstep: Class 16 contains 106212 members 
Mstep: Class 18 contains 10238 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82585 members 
Mstep: Class 21 contains 2164 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040320.000000 Penalty: 68805.593750
Iteration 117Q: 21 clusters Score -1.470403e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26048 members 
Mstep: Class 3 contains 33146 members 
Mstep: Class 4 contains 158450 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57533 members 
Mstep: Class 10 contains 17439 members 
Mstep: Class 11 contains 40390 members 
Mstep: Class 12 contains 92294 members 
Mstep: Class 13 contains 177055 members 
Mstep: Class 14 contains 157421 members 
Mstep: Class 16 contains 106302 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82600 members 
Mstep: Class 21 contains 2164 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040176.000000 Penalty: 68805.593750
Iteration 118Q: 21 clusters Score -1.470402e+08 nChanged 2395
Entering ConstructFrom: 
Score: -147040176.000000 Penalty: 68805.593750
Entering ConstructFrom: 
Trying to split cluster 1 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -153945.968750 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -153946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151939.875000 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -151939.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -152286.437500 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -152286.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -152440.687500 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -152440.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152534.578125 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -152534.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152580.031250 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -152580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152614.859375 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -152614.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -152639.390625 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -152639.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -152663.875000 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -152663.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152676.218750 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -152676.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -152688.750000 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -152688.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -152706.187500 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -152706.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152718.062500 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -152718.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152729.453125 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -152729.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -152743.500000 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -152743.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152763.625000 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -152763.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152772.328125 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -152772.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -152779.609375 Penalty: 3476.666748
	Iteration 16Q: 3 clusters Score -152779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152785.453125 Penalty: 3476.666748
	Iteration 17Q: 3 clusters Score -152785.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152786.125000 Penalty: 3476.666748
	Iteration 18Q: 3 clusters Score -152786.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152786.125000 Penalty: 3476.666748
	Iteration 19F: 3 clusters Score -152786.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Entering Unmasked Estep 
Score: -3714448.750000 Penalty: 2521.826660
	Iteration 0F: 2 clusters Score -3714449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3696308.500000 Penalty: 5043.653320
	Iteration 0F: 3 clusters Score -3696308 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3702777.000000 Penalty: 5043.653320
	Iteration 1F: 3 clusters Score -3702777 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3703360.750000 Penalty: 5043.653320
	Iteration 2F: 3 clusters Score -3703361 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3703906.250000 Penalty: 5043.653320
	Iteration 3Q: 3 clusters Score -3703906 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3704384.500000 Penalty: 5043.653320
	Iteration 4Q: 3 clusters Score -3704384 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3704930.500000 Penalty: 5043.653320
	Iteration 5Q: 3 clusters Score -3704930 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3705442.500000 Penalty: 5043.653320
	Iteration 6Q: 3 clusters Score -3705442 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3706007.500000 Penalty: 5043.653320
	Iteration 7Q: 3 clusters Score -3706008 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3706672.000000 Penalty: 5043.653320
	Iteration 8Q: 3 clusters Score -3706672 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3707510.250000 Penalty: 5043.653320
	Iteration 9F: 3 clusters Score -3707510 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3708450.500000 Penalty: 5043.653320
	Iteration 10F: 3 clusters Score -3708450 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3709355.750000 Penalty: 5043.653320
	Iteration 11F: 3 clusters Score -3709356 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3709997.000000 Penalty: 5043.653320
	Iteration 12Q: 3 clusters Score -3709997 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3710348.750000 Penalty: 5043.653320
	Iteration 13Q: 3 clusters Score -3710349 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3710553.500000 Penalty: 5043.653320
	Iteration 14Q: 3 clusters Score -3710554 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3710716.000000 Penalty: 5043.653320
	Iteration 15Q: 3 clusters Score -3710716 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3710838.500000 Penalty: 5043.653320
	Iteration 16Q: 3 clusters Score -3710838 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3710929.750000 Penalty: 5043.653320
	Iteration 17Q: 3 clusters Score -3710930 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3710978.000000 Penalty: 5043.653320
	Iteration 18Q: 3 clusters Score -3710978 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3711040.750000 Penalty: 5043.653320
	Iteration 19Q: 3 clusters Score -3711041 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3711073.250000 Penalty: 5043.653320
	Iteration 20F: 3 clusters Score -3711073 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3711115.500000 Penalty: 5043.653320
	Iteration 21Q: 3 clusters Score -3711116 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3711166.000000 Penalty: 5043.653320
	Iteration 22Q: 3 clusters Score -3711166 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3711198.500000 Penalty: 5043.653320
	Iteration 23Q: 3 clusters Score -3711198 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3711210.500000 Penalty: 5043.653320
	Iteration 24Q: 3 clusters Score -3711210 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3711235.500000 Penalty: 5043.653320
	Iteration 25Q: 3 clusters Score -3711236 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3711251.250000 Penalty: 5043.653320
	Iteration 26Q: 3 clusters Score -3711251 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3711287.500000 Penalty: 5043.653320
	Iteration 27Q: 3 clusters Score -3711288 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -3711312.000000 Penalty: 5043.653320
	Iteration 28Q: 3 clusters Score -3711312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3711331.750000 Penalty: 5043.653320
	Iteration 29Q: 3 clusters Score -3711332 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3711370.500000 Penalty: 5043.653320
	Iteration 30Q: 3 clusters Score -3711370 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3711384.000000 Penalty: 5043.653320
	Iteration 31Q: 3 clusters Score -3711384 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3711400.250000 Penalty: 5043.653320
	Iteration 32Q: 3 clusters Score -3711400 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3711421.250000 Penalty: 5043.653320
	Iteration 33Q: 3 clusters Score -3711421 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3711447.750000 Penalty: 5043.653320
	Iteration 34Q: 3 clusters Score -3711448 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3711465.500000 Penalty: 5043.653320
	Iteration 35Q: 3 clusters Score -3711466 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3711483.500000 Penalty: 5043.653320
	Iteration 36Q: 3 clusters Score -3711484 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3711498.750000 Penalty: 5043.653320
	Iteration 37Q: 3 clusters Score -3711499 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3711517.250000 Penalty: 5043.653320
	Iteration 38Q: 3 clusters Score -3711517 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3711545.500000 Penalty: 5043.653320
	Iteration 39Q: 3 clusters Score -3711546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3711568.250000 Penalty: 5043.653320
	Iteration 40F: 3 clusters Score -3711568 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3711580.500000 Penalty: 5043.653320
	Iteration 41Q: 3 clusters Score -3711580 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3711618.000000 Penalty: 5043.653320
	Iteration 42Q: 3 clusters Score -3711618 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -3711621.250000 Penalty: 5043.653320
	Iteration 43Q: 3 clusters Score -3711621 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3711651.000000 Penalty: 5043.653320
	Iteration 44Q: 3 clusters Score -3711651 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -3711656.000000 Penalty: 5043.653320
	Iteration 45Q: 3 clusters Score -3711656 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3711691.500000 Penalty: 5043.653320
	Iteration 46Q: 3 clusters Score -3711692 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3711707.000000 Penalty: 5043.653320
	Iteration 47Q: 3 clusters Score -3711707 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3711737.750000 Penalty: 5043.653320
	Iteration 48Q: 3 clusters Score -3711738 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3711763.000000 Penalty: 5043.653320
	Iteration 49Q: 3 clusters Score -3711763 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3711783.000000 Penalty: 5043.653320
	Iteration 50Q: 3 clusters Score -3711783 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3711822.500000 Penalty: 5043.653320
	Iteration 51Q: 3 clusters Score -3711822 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3711848.000000 Penalty: 5043.653320
	Iteration 52Q: 3 clusters Score -3711848 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3711882.250000 Penalty: 5043.653320
	Iteration 53Q: 3 clusters Score -3711882 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3711910.500000 Penalty: 5043.653320
	Iteration 54Q: 3 clusters Score -3711910 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3711935.250000 Penalty: 5043.653320
	Iteration 55Q: 3 clusters Score -3711935 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3711968.250000 Penalty: 5043.653320
	Iteration 56Q: 3 clusters Score -3711968 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -3712008.000000 Penalty: 5043.653320
	Iteration 57Q: 3 clusters Score -3712008 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3712033.750000 Penalty: 5043.653320
	Iteration 58Q: 3 clusters Score -3712034 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3712061.500000 Penalty: 5043.653320
	Iteration 59Q: 3 clusters Score -3712062 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3712078.500000 Penalty: 5043.653320
	Iteration 60F: 3 clusters Score -3712078 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -3712116.750000 Penalty: 5043.653320
	Iteration 61Q: 3 clusters Score -3712117 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3712154.500000 Penalty: 5043.653320
	Iteration 62Q: 3 clusters Score -3712154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3712188.250000 Penalty: 5043.653320
	Iteration 63Q: 3 clusters Score -3712188 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3712219.250000 Penalty: 5043.653320
	Iteration 64Q: 3 clusters Score -3712219 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3712242.500000 Penalty: 5043.653320
	Iteration 65Q: 3 clusters Score -3712242 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3712269.000000 Penalty: 5043.653320
	Iteration 66Q: 3 clusters Score -3712269 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3712289.750000 Penalty: 5043.653320
	Iteration 67Q: 3 clusters Score -3712290 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3712324.500000 Penalty: 5043.653320
	Iteration 68Q: 3 clusters Score -3712324 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3712357.000000 Penalty: 5043.653320
	Iteration 69Q: 3 clusters Score -3712357 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3712383.750000 Penalty: 5043.653320
	Iteration 70Q: 3 clusters Score -3712384 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3712424.000000 Penalty: 5043.653320
	Iteration 71Q: 3 clusters Score -3712424 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3712469.750000 Penalty: 5043.653320
	Iteration 72Q: 3 clusters Score -3712470 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3712519.500000 Penalty: 5043.653320
	Iteration 73Q: 3 clusters Score -3712520 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3712535.500000 Penalty: 5043.653320
	Iteration 74Q: 3 clusters Score -3712536 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3712579.000000 Penalty: 5043.653320
	Iteration 75Q: 3 clusters Score -3712579 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3712617.250000 Penalty: 5043.653320
	Iteration 76Q: 3 clusters Score -3712617 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3712645.250000 Penalty: 5043.653320
	Iteration 77Q: 3 clusters Score -3712645 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3712672.250000 Penalty: 5043.653320
	Iteration 78Q: 3 clusters Score -3712672 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3712701.500000 Penalty: 5043.653320
	Iteration 79Q: 3 clusters Score -3712702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3712720.750000 Penalty: 5043.653320
	Iteration 80F: 3 clusters Score -3712721 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3712739.250000 Penalty: 5043.653320
	Iteration 81Q: 3 clusters Score -3712739 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3712747.500000 Penalty: 5043.653320
	Iteration 82Q: 3 clusters Score -3712748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3712750.000000 Penalty: 5043.653320
	Iteration 83Q: 3 clusters Score -3712750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -3712764.250000 Penalty: 5043.653320
	Iteration 84Q: 3 clusters Score -3712764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3712766.000000 Penalty: 5043.653320
	Iteration 85Q: 3 clusters Score -3712766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3712775.000000 Penalty: 5043.653320
	Iteration 86Q: 3 clusters Score -3712775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3712772.750000 Penalty: 5043.653320
	Iteration 87Q: 3 clusters Score -3712773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3712785.250000 Penalty: 5043.653320
	Iteration 88Q: 3 clusters Score -3712785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3712793.500000 Penalty: 5043.653320
	Iteration 89Q: 3 clusters Score -3712794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3712804.750000 Penalty: 5043.653320
	Iteration 90Q: 3 clusters Score -3712805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3712817.500000 Penalty: 5043.653320
	Iteration 91Q: 3 clusters Score -3712818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3712811.250000 Penalty: 5043.653320
	Iteration 92Q: 3 clusters Score -3712811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3712811.500000 Penalty: 5043.653320
	Iteration 93Q: 3 clusters Score -3712812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3712810.750000 Penalty: 5043.653320
	Iteration 94Q: 3 clusters Score -3712811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3712817.000000 Penalty: 5043.653320
	Iteration 95Q: 3 clusters Score -3712817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3712826.250000 Penalty: 5043.653320
	Iteration 96Q: 3 clusters Score -3712826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3712826.750000 Penalty: 5043.653320
	Iteration 97Q: 3 clusters Score -3712827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3712835.500000 Penalty: 5043.653320
	Iteration 98Q: 3 clusters Score -3712836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3712841.500000 Penalty: 5043.653320
	Iteration 99Q: 3 clusters Score -3712842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3712843.500000 Penalty: 5043.653320
	Iteration 100F: 3 clusters Score -3712844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3712849.250000 Penalty: 5043.653320
	Iteration 101Q: 3 clusters Score -3712849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3712844.500000 Penalty: 5043.653320
	Iteration 102Q: 3 clusters Score -3712844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3712852.250000 Penalty: 5043.653320
	Iteration 103Q: 3 clusters Score -3712852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3712858.250000 Penalty: 5043.653320
	Iteration 104Q: 3 clusters Score -3712858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3712859.750000 Penalty: 5043.653320
	Iteration 105Q: 3 clusters Score -3712860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3712862.750000 Penalty: 5043.653320
	Iteration 106Q: 3 clusters Score -3712863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3712860.750000 Penalty: 5043.653320
	Iteration 107Q: 3 clusters Score -3712861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3712867.250000 Penalty: 5043.653320
	Iteration 108Q: 3 clusters Score -3712867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3712865.500000 Penalty: 5043.653320
	Iteration 109Q: 3 clusters Score -3712866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3712868.750000 Penalty: 5043.653320
	Iteration 110Q: 3 clusters Score -3712869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3712871.000000 Penalty: 5043.653320
	Iteration 111Q: 3 clusters Score -3712871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3712869.750000 Penalty: 5043.653320
	Iteration 112Q: 3 clusters Score -3712870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3712867.250000 Penalty: 5043.653320
	Iteration 113Q: 3 clusters Score -3712867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3712867.250000 Penalty: 5043.653320
	Iteration 114F: 3 clusters Score -3712867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Entering Unmasked Estep 
Score: -4636039.500000 Penalty: 2577.400146
	Iteration 0F: 2 clusters Score -4636040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4613571.000000 Penalty: 5154.800293
	Iteration 0F: 3 clusters Score -4613571 nChanged 14863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4621711.500000 Penalty: 5154.800293
	Iteration 1F: 3 clusters Score -4621712 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -4622220.500000 Penalty: 5154.800293
	Iteration 2Q: 3 clusters Score -4622220 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -4622783.500000 Penalty: 5154.800293
	Iteration 3Q: 3 clusters Score -4622784 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4623444.000000 Penalty: 5154.800293
	Iteration 4Q: 3 clusters Score -4623444 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4624488.500000 Penalty: 5154.800293
	Iteration 5F: 3 clusters Score -4624488 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -4625912.000000 Penalty: 5154.800293
	Iteration 6F: 3 clusters Score -4625912 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -4627719.500000 Penalty: 5154.800293
	Iteration 7F: 3 clusters Score -4627720 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -4629667.500000 Penalty: 5154.800293
	Iteration 8F: 3 clusters Score -4629668 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4631385.000000 Penalty: 5154.800293
	Iteration 9F: 3 clusters Score -4631385 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4632473.500000 Penalty: 5154.800293
	Iteration 10Q: 3 clusters Score -4632474 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4633063.000000 Penalty: 5154.800293
	Iteration 11Q: 3 clusters Score -4633063 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4633356.000000 Penalty: 5154.800293
	Iteration 12Q: 3 clusters Score -4633356 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4633526.500000 Penalty: 5154.800293
	Iteration 13Q: 3 clusters Score -4633526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4633622.500000 Penalty: 5154.800293
	Iteration 14Q: 3 clusters Score -4633622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4633680.000000 Penalty: 5154.800293
	Iteration 15Q: 3 clusters Score -4633680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4633717.500000 Penalty: 5154.800293
	Iteration 16Q: 3 clusters Score -4633718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4633750.000000 Penalty: 5154.800293
	Iteration 17Q: 3 clusters Score -4633750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4633779.000000 Penalty: 5154.800293
	Iteration 18Q: 3 clusters Score -4633779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4633789.000000 Penalty: 5154.800293
	Iteration 19Q: 3 clusters Score -4633789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4633798.500000 Penalty: 5154.800293
	Iteration 20F: 3 clusters Score -4633798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4633798.500000 Penalty: 5154.800293
	Iteration 21Q: 3 clusters Score -4633798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4633802.000000 Penalty: 5154.800293
	Iteration 22Q: 3 clusters Score -4633802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4633802.000000 Penalty: 5154.800293
	Iteration 23F: 3 clusters Score -4633802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158451 members 
Entering Unmasked Estep 
Score: -22222520.000000 Penalty: 2969.353760
	Iteration 0F: 2 clusters Score -2.222252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -22118552.000000 Penalty: 5938.707520
	Iteration 0F: 3 clusters Score -2.211855e+07 nChanged 76259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -22163348.000000 Penalty: 5938.707520
	Iteration 1F: 3 clusters Score -2.216335e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 85806 members 
Entering Unmasked Estep 
Score: -22164474.000000 Penalty: 5938.707520
	Iteration 2Q: 3 clusters Score -2.216447e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 89603 members 
Entering Unmasked Estep 
Score: -22166524.000000 Penalty: 5938.707520
	Iteration 3Q: 3 clusters Score -2.216652e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 95177 members 
Entering Unmasked Estep 
Score: -22169730.000000 Penalty: 5938.707520
	Iteration 4Q: 3 clusters Score -2.216973e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 103040 members 
Entering Unmasked Estep 
Score: -22175112.000000 Penalty: 5938.707520
	Iteration 5F: 3 clusters Score -2.217511e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 113282 members 
Entering Unmasked Estep 
Score: -22183862.000000 Penalty: 5938.707520
	Iteration 6F: 3 clusters Score -2.218386e+07 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 124651 members 
Entering Unmasked Estep 
Score: -22194714.000000 Penalty: 5938.707520
	Iteration 7F: 3 clusters Score -2.219471e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 135112 members 
Entering Unmasked Estep 
Score: -22205828.000000 Penalty: 5938.707520
	Iteration 8F: 3 clusters Score -2.220583e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 142249 members 
Entering Unmasked Estep 
Score: -22213540.000000 Penalty: 5938.707520
	Iteration 9Q: 3 clusters Score -2.221354e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 145996 members 
Entering Unmasked Estep 
Score: -22217710.000000 Penalty: 5938.707520
	Iteration 10Q: 3 clusters Score -2.221771e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 147929 members 
Entering Unmasked Estep 
Score: -22219680.000000 Penalty: 5938.707520
	Iteration 11Q: 3 clusters Score -2.221968e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 149013 members 
Entering Unmasked Estep 
Score: -22220544.000000 Penalty: 5938.707520
	Iteration 12Q: 3 clusters Score -2.222054e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 149779 members 
Entering Unmasked Estep 
Score: -22220968.000000 Penalty: 5938.707520
	Iteration 13Q: 3 clusters Score -2.222097e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 150452 members 
Entering Unmasked Estep 
Score: -22221236.000000 Penalty: 5938.707520
	Iteration 14Q: 3 clusters Score -2.222124e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 150994 members 
Entering Unmasked Estep 
Score: -22221362.000000 Penalty: 5938.707520
	Iteration 15Q: 3 clusters Score -2.222136e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 151485 members 
Entering Unmasked Estep 
Score: -22221518.000000 Penalty: 5938.707520
	Iteration 16Q: 3 clusters Score -2.222152e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 151901 members 
Entering Unmasked Estep 
Score: -22221588.000000 Penalty: 5938.707520
	Iteration 17Q: 3 clusters Score -2.222159e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 152258 members 
Entering Unmasked Estep 
Score: -22221700.000000 Penalty: 5938.707520
	Iteration 18Q: 3 clusters Score -2.22217e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 152563 members 
Entering Unmasked Estep 
Score: -22221732.000000 Penalty: 5938.707520
	Iteration 19Q: 3 clusters Score -2.222173e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 152847 members 
Entering Unmasked Estep 
Score: -22221758.000000 Penalty: 5938.707520
	Iteration 20F: 3 clusters Score -2.222176e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 153068 members 
Entering Unmasked Estep 
Score: -22221694.000000 Penalty: 5938.707520
	Iteration 21Q: 3 clusters Score -2.222169e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 153274 members 
Entering Unmasked Estep 
Score: -22221748.000000 Penalty: 5938.707520
	Iteration 22Q: 3 clusters Score -2.222175e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 153442 members 
Entering Unmasked Estep 
Score: -22221814.000000 Penalty: 5938.707520
	Iteration 23Q: 3 clusters Score -2.222181e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 153578 members 
Entering Unmasked Estep 
Score: -22221800.000000 Penalty: 5938.707520
	Iteration 24Q: 3 clusters Score -2.22218e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 153693 members 
Entering Unmasked Estep 
Score: -22221794.000000 Penalty: 5938.707520
	Iteration 25Q: 3 clusters Score -2.222179e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 153804 members 
Entering Unmasked Estep 
Score: -22221774.000000 Penalty: 5938.707520
	Iteration 26Q: 3 clusters Score -2.222177e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 153900 members 
Entering Unmasked Estep 
Score: -22221778.000000 Penalty: 5938.707520
	Iteration 27Q: 3 clusters Score -2.222178e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 153997 members 
Entering Unmasked Estep 
Score: -22221758.000000 Penalty: 5938.707520
	Iteration 28Q: 3 clusters Score -2.222176e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 154082 members 
Entering Unmasked Estep 
Score: -22221792.000000 Penalty: 5938.707520
	Iteration 29Q: 3 clusters Score -2.222179e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 154147 members 
Entering Unmasked Estep 
Score: -22221800.000000 Penalty: 5938.707520
	Iteration 30Q: 3 clusters Score -2.22218e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 154205 members 
Entering Unmasked Estep 
Score: -22221784.000000 Penalty: 5938.707520
	Iteration 31Q: 3 clusters Score -2.222178e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 154266 members 
Entering Unmasked Estep 
Score: -22221784.000000 Penalty: 5938.707520
	Iteration 32Q: 3 clusters Score -2.222178e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 154307 members 
Entering Unmasked Estep 
Score: -22221734.000000 Penalty: 5938.707520
	Iteration 33Q: 3 clusters Score -2.222173e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -22221746.000000 Penalty: 5938.707520
	Iteration 34Q: 3 clusters Score -2.222175e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 154399 members 
Entering Unmasked Estep 
Score: -22221754.000000 Penalty: 5938.707520
	Iteration 35Q: 3 clusters Score -2.222175e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 154434 members 
Entering Unmasked Estep 
Score: -22221762.000000 Penalty: 5938.707520
	Iteration 36Q: 3 clusters Score -2.222176e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -22221772.000000 Penalty: 5938.707520
	Iteration 37Q: 3 clusters Score -2.222177e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 154501 members 
Entering Unmasked Estep 
Score: -22221762.000000 Penalty: 5938.707520
	Iteration 38Q: 3 clusters Score -2.222176e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 154534 members 
Entering Unmasked Estep 
Score: -22221748.000000 Penalty: 5938.707520
	Iteration 39Q: 3 clusters Score -2.222175e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 154569 members 
Entering Unmasked Estep 
Score: -22221758.000000 Penalty: 5938.707520
	Iteration 40F: 3 clusters Score -2.222176e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 154595 members 
Entering Unmasked Estep 
Score: -22221776.000000 Penalty: 5938.707520
	Iteration 41Q: 3 clusters Score -2.222178e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 154622 members 
Entering Unmasked Estep 
Score: -22221788.000000 Penalty: 5938.707520
	Iteration 42Q: 3 clusters Score -2.222179e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -22221802.000000 Penalty: 5938.707520
	Iteration 43Q: 3 clusters Score -2.22218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 154684 members 
Entering Unmasked Estep 
Score: -22221798.000000 Penalty: 5938.707520
	Iteration 44Q: 3 clusters Score -2.22218e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 154712 members 
Entering Unmasked Estep 
Score: -22221764.000000 Penalty: 5938.707520
	Iteration 45Q: 3 clusters Score -2.222176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 154739 members 
Entering Unmasked Estep 
Score: -22221810.000000 Penalty: 5938.707520
	Iteration 46Q: 3 clusters Score -2.222181e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 154757 members 
Entering Unmasked Estep 
Score: -22221830.000000 Penalty: 5938.707520
	Iteration 47Q: 3 clusters Score -2.222183e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 154779 members 
Entering Unmasked Estep 
Score: -22221826.000000 Penalty: 5938.707520
	Iteration 48Q: 3 clusters Score -2.222183e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 154798 members 
Entering Unmasked Estep 
Score: -22221846.000000 Penalty: 5938.707520
	Iteration 49Q: 3 clusters Score -2.222185e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 154809 members 
Entering Unmasked Estep 
Score: -22221866.000000 Penalty: 5938.707520
	Iteration 50Q: 3 clusters Score -2.222187e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 154822 members 
Entering Unmasked Estep 
Score: -22221858.000000 Penalty: 5938.707520
	Iteration 51Q: 3 clusters Score -2.222186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 154840 members 
Entering Unmasked Estep 
Score: -22221848.000000 Penalty: 5938.707520
	Iteration 52Q: 3 clusters Score -2.222185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 154852 members 
Entering Unmasked Estep 
Score: -22221866.000000 Penalty: 5938.707520
	Iteration 53Q: 3 clusters Score -2.222187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 154868 members 
Entering Unmasked Estep 
Score: -22221884.000000 Penalty: 5938.707520
	Iteration 54Q: 3 clusters Score -2.222188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -22221874.000000 Penalty: 5938.707520
	Iteration 55Q: 3 clusters Score -2.222187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 154881 members 
Entering Unmasked Estep 
Score: -22221858.000000 Penalty: 5938.707520
	Iteration 56Q: 3 clusters Score -2.222186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 154890 members 
Entering Unmasked Estep 
Score: -22221870.000000 Penalty: 5938.707520
	Iteration 57Q: 3 clusters Score -2.222187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -22221874.000000 Penalty: 5938.707520
	Iteration 58Q: 3 clusters Score -2.222187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 154906 members 
Entering Unmasked Estep 
Score: -22221868.000000 Penalty: 5938.707520
	Iteration 59Q: 3 clusters Score -2.222187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 154918 members 
Entering Unmasked Estep 
Score: -22221858.000000 Penalty: 5938.707520
	Iteration 60F: 3 clusters Score -2.222186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -22221852.000000 Penalty: 5938.707520
	Iteration 61Q: 3 clusters Score -2.222185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 154928 members 
Entering Unmasked Estep 
Score: -22221854.000000 Penalty: 5938.707520
	Iteration 62Q: 3 clusters Score -2.222185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 154935 members 
Entering Unmasked Estep 
Score: -22221872.000000 Penalty: 5938.707520
	Iteration 63Q: 3 clusters Score -2.222187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 154943 members 
Entering Unmasked Estep 
Score: -22221858.000000 Penalty: 5938.707520
	Iteration 64Q: 3 clusters Score -2.222186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 154950 members 
Entering Unmasked Estep 
Score: -22221868.000000 Penalty: 5938.707520
	Iteration 65Q: 3 clusters Score -2.222187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 154961 members 
Entering Unmasked Estep 
Score: -22221862.000000 Penalty: 5938.707520
	Iteration 66Q: 3 clusters Score -2.222186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 154968 members 
Entering Unmasked Estep 
Score: -22221868.000000 Penalty: 5938.707520
	Iteration 67Q: 3 clusters Score -2.222187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 154972 members 
Entering Unmasked Estep 
Score: -22221878.000000 Penalty: 5938.707520
	Iteration 68Q: 3 clusters Score -2.222188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 154977 members 
Entering Unmasked Estep 
Score: -22221876.000000 Penalty: 5938.707520
	Iteration 69Q: 3 clusters Score -2.222188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 154980 members 
Entering Unmasked Estep 
Score: -22221860.000000 Penalty: 5938.707520
	Iteration 70Q: 3 clusters Score -2.222186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -22221864.000000 Penalty: 5938.707520
	Iteration 71Q: 3 clusters Score -2.222186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 154985 members 
Entering Unmasked Estep 
Score: -22221856.000000 Penalty: 5938.707520
	Iteration 72Q: 3 clusters Score -2.222186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 154986 members 
Entering Unmasked Estep 
Score: -22221850.000000 Penalty: 5938.707520
	Iteration 73Q: 3 clusters Score -2.222185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 154986 members 
Entering Unmasked Estep 
Score: -22221850.000000 Penalty: 5938.707520
	Iteration 74F: 3 clusters Score -2.222185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51934.109375 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51934.11 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 235 members 
Entering Unmasked Estep 
Score: -50575.339844 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50575.34 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50866.769531 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50866.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51005.093750 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -51005.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51086.117188 Penalty: 3021.289795
	Iteration 3F: 3 clusters Score -51086.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51168.855469 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -51168.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51272.179688 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -51272.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51399.214844 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -51399.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51601.578125 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -51601.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -51796.957031 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -51796.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51866.675781 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -51866.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51916.570312 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -51916.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51981.027344 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -51981.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51991.382812 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -51991.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51991.382812 Penalty: 3021.289795
	Iteration 13F: 3 clusters Score -51991.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26073 members 
Mstep: Class 3 contains 32622 members 
Mstep: Class 4 contains 158451 members 
Mstep: Class 5 contains 124 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 57527 members 
Mstep: Class 10 contains 17434 members 
Mstep: Class 11 contains 40479 members 
Mstep: Class 12 contains 92251 members 
Mstep: Class 13 contains 177303 members 
Mstep: Class 14 contains 157537 members 
Mstep: Class 16 contains 106398 members 
Mstep: Class 18 contains 10198 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82612 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89693 members 
Entering Unmasked Estep 
Score: -147038528.000000 Penalty: 72245.875000
Splitting cluster 5 changes total score from -147040176.000000 to -147038528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -307814.625000 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -307814.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -305041.218750 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -305041.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -305518.531250 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -305518.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -305667.062500 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -305667.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -305743.156250 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -305743.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -305791.937500 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -305791.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -305821.000000 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -305821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -305849.843750 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -305849.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -305872.281250 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -305872.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -305896.875000 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -305896.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -305912.968750 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -305913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -305930.437500 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -305930.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -305952.468750 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -305952.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -305970.187500 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -305970.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -305980.937500 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -305980.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -305993.000000 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -305993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -306003.125000 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -306003.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -306014.187500 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -306014.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -306023.125000 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -306023.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -306033.437500 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -306033.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -306038.812500 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -306038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -306042.406250 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -306042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -306046.156250 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -306046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -306051.406250 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -306051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -306054.531250 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -306054.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -306054.968750 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -306055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -306054.968750 Penalty: 3820.019531
	Iteration 25F: 3 clusters Score -306055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -69809.398438 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -69809.4 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 271 members 
Entering Unmasked Estep 
Score: -68408.257812 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -68408.26 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68811.101562 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -68811.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -69207.773438 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -69207.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -69659.445312 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -69659.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -70066.007812 Penalty: 3140.425049
	Iteration 4F: 3 clusters Score -70066.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -70438.992188 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -70438.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -70472.000000 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -70472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -70492.437500 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -70492.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -70495.812500 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -70495.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -70500.820312 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -70500.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -70500.820312 Penalty: 3140.425049
	Iteration 10F: 3 clusters Score -70500.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26073 members 
Mstep: Class 3 contains 32622 members 
Mstep: Class 4 contains 158451 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 99 members 
Mstep: Class 9 contains 57527 members 
Mstep: Class 10 contains 17434 members 
Mstep: Class 11 contains 40479 members 
Mstep: Class 12 contains 92251 members 
Mstep: Class 13 contains 177303 members 
Mstep: Class 14 contains 157537 members 
Mstep: Class 16 contains 106398 members 
Mstep: Class 18 contains 10198 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82612 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89693 members 
Entering Unmasked Estep 
Score: -147039344.000000 Penalty: 72245.875000
Splitting cluster 7 changes total score from -147040176.000000 to -147039344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (57527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Entering Unmasked Estep 
Score: -8210823.500000 Penalty: 2718.082275
	Iteration 0F: 2 clusters Score -8210824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -8172044.000000 Penalty: 5436.164551
	Iteration 0F: 3 clusters Score -8172044 nChanged 26737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -8186728.500000 Penalty: 5436.164551
	Iteration 1F: 3 clusters Score -8186728 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -8187160.000000 Penalty: 5436.164551
	Iteration 2Q: 3 clusters Score -8187160 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -8187470.500000 Penalty: 5436.164551
	Iteration 3Q: 3 clusters Score -8187470 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -8187819.500000 Penalty: 5436.164551
	Iteration 4Q: 3 clusters Score -8187820 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -8188091.500000 Penalty: 5436.164551
	Iteration 5Q: 3 clusters Score -8188092 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -8188467.500000 Penalty: 5436.164551
	Iteration 6Q: 3 clusters Score -8188468 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -8188838.500000 Penalty: 5436.164551
	Iteration 7Q: 3 clusters Score -8188838 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -8189356.000000 Penalty: 5436.164551
	Iteration 8Q: 3 clusters Score -8189356 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -8190173.000000 Penalty: 5436.164551
	Iteration 9Q: 3 clusters Score -8190173 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -8191471.000000 Penalty: 5436.164551
	Iteration 10Q: 3 clusters Score -8191471 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -8193625.500000 Penalty: 5436.164551
	Iteration 11F: 3 clusters Score -8193626 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -8197001.000000 Penalty: 5436.164551
	Iteration 12F: 3 clusters Score -8197001 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -8201129.500000 Penalty: 5436.164551
	Iteration 13F: 3 clusters Score -8201130 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -8204864.500000 Penalty: 5436.164551
	Iteration 14F: 3 clusters Score -8204864 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -8207068.000000 Penalty: 5436.164551
	Iteration 15Q: 3 clusters Score -8207068 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -8207940.000000 Penalty: 5436.164551
	Iteration 16Q: 3 clusters Score -8207940 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -8208274.500000 Penalty: 5436.164551
	Iteration 17Q: 3 clusters Score -8208274 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -8208440.000000 Penalty: 5436.164551
	Iteration 18Q: 3 clusters Score -8208440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -8208509.500000 Penalty: 5436.164551
	Iteration 19Q: 3 clusters Score -8208510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -8208557.000000 Penalty: 5436.164551
	Iteration 20F: 3 clusters Score -8208557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -8208591.500000 Penalty: 5436.164551
	Iteration 21Q: 3 clusters Score -8208592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -8208610.500000 Penalty: 5436.164551
	Iteration 22Q: 3 clusters Score -8208610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -8208621.000000 Penalty: 5436.164551
	Iteration 23Q: 3 clusters Score -8208621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -8208637.000000 Penalty: 5436.164551
	Iteration 24Q: 3 clusters Score -8208637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -8208647.500000 Penalty: 5436.164551
	Iteration 25Q: 3 clusters Score -8208648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -8208656.500000 Penalty: 5436.164551
	Iteration 26Q: 3 clusters Score -8208656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -8208664.000000 Penalty: 5436.164551
	Iteration 27Q: 3 clusters Score -8208664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -8208675.000000 Penalty: 5436.164551
	Iteration 28Q: 3 clusters Score -8208675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -8208668.500000 Penalty: 5436.164551
	Iteration 29Q: 3 clusters Score -8208668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -8208673.000000 Penalty: 5436.164551
	Iteration 30Q: 3 clusters Score -8208673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -8208671.000000 Penalty: 5436.164551
	Iteration 31Q: 3 clusters Score -8208671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -8208670.500000 Penalty: 5436.164551
	Iteration 32Q: 3 clusters Score -8208670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -8208675.000000 Penalty: 5436.164551
	Iteration 33Q: 3 clusters Score -8208675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -8208677.500000 Penalty: 5436.164551
	Iteration 34Q: 3 clusters Score -8208678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -8208677.500000 Penalty: 5436.164551
	Iteration 35F: 3 clusters Score -8208678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Entering Unmasked Estep 
Score: -2490505.000000 Penalty: 2422.011963
	Iteration 0F: 2 clusters Score -2490505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2478079.500000 Penalty: 4844.023926
	Iteration 0F: 3 clusters Score -2478080 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2482203.250000 Penalty: 4844.023926
	Iteration 1F: 3 clusters Score -2482203 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2482583.750000 Penalty: 4844.023926
	Iteration 2F: 3 clusters Score -2482584 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2482919.000000 Penalty: 4844.023926
	Iteration 3Q: 3 clusters Score -2482919 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2483245.250000 Penalty: 4844.023926
	Iteration 4Q: 3 clusters Score -2483245 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2483622.000000 Penalty: 4844.023926
	Iteration 5Q: 3 clusters Score -2483622 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2484141.000000 Penalty: 4844.023926
	Iteration 6Q: 3 clusters Score -2484141 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2484835.250000 Penalty: 4844.023926
	Iteration 7F: 3 clusters Score -2484835 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2485604.250000 Penalty: 4844.023926
	Iteration 8F: 3 clusters Score -2485604 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2486363.500000 Penalty: 4844.023926
	Iteration 9F: 3 clusters Score -2486364 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2486984.250000 Penalty: 4844.023926
	Iteration 10Q: 3 clusters Score -2486984 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2487544.000000 Penalty: 4844.023926
	Iteration 11Q: 3 clusters Score -2487544 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2487937.750000 Penalty: 4844.023926
	Iteration 12Q: 3 clusters Score -2487938 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2488186.000000 Penalty: 4844.023926
	Iteration 13Q: 3 clusters Score -2488186 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2488362.250000 Penalty: 4844.023926
	Iteration 14Q: 3 clusters Score -2488362 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2488481.750000 Penalty: 4844.023926
	Iteration 15Q: 3 clusters Score -2488482 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2488538.000000 Penalty: 4844.023926
	Iteration 16Q: 3 clusters Score -2488538 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2488572.500000 Penalty: 4844.023926
	Iteration 17Q: 3 clusters Score -2488572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2488596.500000 Penalty: 4844.023926
	Iteration 18Q: 3 clusters Score -2488596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2488613.000000 Penalty: 4844.023926
	Iteration 19Q: 3 clusters Score -2488613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2488622.750000 Penalty: 4844.023926
	Iteration 20F: 3 clusters Score -2488623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2488629.750000 Penalty: 4844.023926
	Iteration 21Q: 3 clusters Score -2488630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2488633.000000 Penalty: 4844.023926
	Iteration 22Q: 3 clusters Score -2488633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2488641.000000 Penalty: 4844.023926
	Iteration 23Q: 3 clusters Score -2488641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2488644.750000 Penalty: 4844.023926
	Iteration 24Q: 3 clusters Score -2488645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2488649.000000 Penalty: 4844.023926
	Iteration 25Q: 3 clusters Score -2488649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2488655.500000 Penalty: 4844.023926
	Iteration 26Q: 3 clusters Score -2488656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2488653.750000 Penalty: 4844.023926
	Iteration 27Q: 3 clusters Score -2488654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2488661.750000 Penalty: 4844.023926
	Iteration 28Q: 3 clusters Score -2488662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2488660.250000 Penalty: 4844.023926
	Iteration 29Q: 3 clusters Score -2488660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2488663.250000 Penalty: 4844.023926
	Iteration 30Q: 3 clusters Score -2488663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2488664.500000 Penalty: 4844.023926
	Iteration 31Q: 3 clusters Score -2488664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2488667.000000 Penalty: 4844.023926
	Iteration 32Q: 3 clusters Score -2488667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2488664.250000 Penalty: 4844.023926
	Iteration 33Q: 3 clusters Score -2488664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2488664.000000 Penalty: 4844.023926
	Iteration 34Q: 3 clusters Score -2488664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2488667.250000 Penalty: 4844.023926
	Iteration 35Q: 3 clusters Score -2488667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2488667.250000 Penalty: 4844.023926
	Iteration 36Q: 3 clusters Score -2488667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2488668.750000 Penalty: 4844.023926
	Iteration 37Q: 3 clusters Score -2488669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2488667.500000 Penalty: 4844.023926
	Iteration 38Q: 3 clusters Score -2488668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2488667.500000 Penalty: 4844.023926
	Iteration 39F: 3 clusters Score -2488668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Entering Unmasked Estep 
Score: -5569761.500000 Penalty: 2630.917480
	Iteration 0F: 2 clusters Score -5569762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -5542580.000000 Penalty: 5261.834961
	Iteration 0F: 3 clusters Score -5542580 nChanged 18357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -5552430.000000 Penalty: 5261.834961
	Iteration 1F: 3 clusters Score -5552430 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -5552889.500000 Penalty: 5261.834961
	Iteration 2Q: 3 clusters Score -5552890 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -5553315.500000 Penalty: 5261.834961
	Iteration 3Q: 3 clusters Score -5553316 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -5553797.000000 Penalty: 5261.834961
	Iteration 4Q: 3 clusters Score -5553797 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -5554391.000000 Penalty: 5261.834961
	Iteration 5Q: 3 clusters Score -5554391 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -5555368.500000 Penalty: 5261.834961
	Iteration 6Q: 3 clusters Score -5555368 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -5556897.000000 Penalty: 5261.834961
	Iteration 7F: 3 clusters Score -5556897 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -5558833.500000 Penalty: 5261.834961
	Iteration 8F: 3 clusters Score -5558834 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -5561149.500000 Penalty: 5261.834961
	Iteration 9F: 3 clusters Score -5561150 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -5563361.000000 Penalty: 5261.834961
	Iteration 10F: 3 clusters Score -5563361 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -5565123.500000 Penalty: 5261.834961
	Iteration 11F: 3 clusters Score -5565124 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5566266.500000 Penalty: 5261.834961
	Iteration 12Q: 3 clusters Score -5566266 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5566970.000000 Penalty: 5261.834961
	Iteration 13Q: 3 clusters Score -5566970 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5567367.500000 Penalty: 5261.834961
	Iteration 14Q: 3 clusters Score -5567368 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5567532.000000 Penalty: 5261.834961
	Iteration 15Q: 3 clusters Score -5567532 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5567625.000000 Penalty: 5261.834961
	Iteration 16Q: 3 clusters Score -5567625 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5567669.000000 Penalty: 5261.834961
	Iteration 17Q: 3 clusters Score -5567669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5567699.500000 Penalty: 5261.834961
	Iteration 18Q: 3 clusters Score -5567700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5567706.000000 Penalty: 5261.834961
	Iteration 19Q: 3 clusters Score -5567706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5567724.500000 Penalty: 5261.834961
	Iteration 20F: 3 clusters Score -5567724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5567735.000000 Penalty: 5261.834961
	Iteration 21Q: 3 clusters Score -5567735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5567738.500000 Penalty: 5261.834961
	Iteration 22Q: 3 clusters Score -5567738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5567750.000000 Penalty: 5261.834961
	Iteration 23Q: 3 clusters Score -5567750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5567760.000000 Penalty: 5261.834961
	Iteration 24Q: 3 clusters Score -5567760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5567760.500000 Penalty: 5261.834961
	Iteration 25Q: 3 clusters Score -5567760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5567760.500000 Penalty: 5261.834961
	Iteration 26Q: 3 clusters Score -5567760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5567767.000000 Penalty: 5261.834961
	Iteration 27Q: 3 clusters Score -5567767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5567767.000000 Penalty: 5261.834961
	Iteration 28F: 3 clusters Score -5567767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (92251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92251 members 
Entering Unmasked Estep 
Score: -13137398.000000 Penalty: 2835.202393
	Iteration 0F: 2 clusters Score -1.31374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -13075501.000000 Penalty: 5670.404785
	Iteration 0F: 3 clusters Score -1.30755e+07 nChanged 43487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -13100621.000000 Penalty: 5670.404785
	Iteration 1F: 3 clusters Score -1.310062e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -13101607.000000 Penalty: 5670.404785
	Iteration 2Q: 3 clusters Score -1.310161e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -13102653.000000 Penalty: 5670.404785
	Iteration 3Q: 3 clusters Score -1.310265e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -13104268.000000 Penalty: 5670.404785
	Iteration 4Q: 3 clusters Score -1.310427e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -13106780.000000 Penalty: 5670.404785
	Iteration 5F: 3 clusters Score -1.310678e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -13110588.000000 Penalty: 5670.404785
	Iteration 6F: 3 clusters Score -1.311059e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -13116470.000000 Penalty: 5670.404785
	Iteration 7F: 3 clusters Score -1.311647e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -13123493.000000 Penalty: 5670.404785
	Iteration 8F: 3 clusters Score -1.312349e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -13129359.000000 Penalty: 5670.404785
	Iteration 9F: 3 clusters Score -1.312936e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 89582 members 
Entering Unmasked Estep 
Score: -13132771.000000 Penalty: 5670.404785
	Iteration 10Q: 3 clusters Score -1.313277e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -13134133.000000 Penalty: 5670.404785
	Iteration 11Q: 3 clusters Score -1.313413e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -13134578.000000 Penalty: 5670.404785
	Iteration 12Q: 3 clusters Score -1.313458e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 91802 members 
Entering Unmasked Estep 
Score: -13134731.000000 Penalty: 5670.404785
	Iteration 13Q: 3 clusters Score -1.313473e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 91861 members 
Entering Unmasked Estep 
Score: -13134831.000000 Penalty: 5670.404785
	Iteration 14Q: 3 clusters Score -1.313483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
Score: -13134874.000000 Penalty: 5670.404785
	Iteration 15Q: 3 clusters Score -1.313487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -13134897.000000 Penalty: 5670.404785
	Iteration 16Q: 3 clusters Score -1.31349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 91921 members 
Entering Unmasked Estep 
Score: -13134911.000000 Penalty: 5670.404785
	Iteration 17Q: 3 clusters Score -1.313491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 91924 members 
Entering Unmasked Estep 
Score: -13134917.000000 Penalty: 5670.404785
	Iteration 18Q: 3 clusters Score -1.313492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 91925 members 
Entering Unmasked Estep 
Score: -13134933.000000 Penalty: 5670.404785
	Iteration 19Q: 3 clusters Score -1.313493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 91927 members 
Entering Unmasked Estep 
Score: -13134937.000000 Penalty: 5670.404785
	Iteration 20F: 3 clusters Score -1.313494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -13134941.000000 Penalty: 5670.404785
	Iteration 21Q: 3 clusters Score -1.313494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 91929 members 
Entering Unmasked Estep 
Score: -13134942.000000 Penalty: 5670.404785
	Iteration 22Q: 3 clusters Score -1.313494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 91933 members 
Entering Unmasked Estep 
Score: -13134937.000000 Penalty: 5670.404785
	Iteration 23Q: 3 clusters Score -1.313494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 91936 members 
Entering Unmasked Estep 
Score: -13134953.000000 Penalty: 5670.404785
	Iteration 24Q: 3 clusters Score -1.313495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -13134950.000000 Penalty: 5670.404785
	Iteration 25Q: 3 clusters Score -1.313495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -13134956.000000 Penalty: 5670.404785
	Iteration 26Q: 3 clusters Score -1.313496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 91941 members 
Entering Unmasked Estep 
Score: -13134951.000000 Penalty: 5670.404785
	Iteration 27Q: 3 clusters Score -1.313495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -13134956.000000 Penalty: 5670.404785
	Iteration 28Q: 3 clusters Score -1.313496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 91945 members 
Entering Unmasked Estep 
Score: -13134952.000000 Penalty: 5670.404785
	Iteration 29Q: 3 clusters Score -1.313495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 91946 members 
Entering Unmasked Estep 
Score: -13134946.000000 Penalty: 5670.404785
	Iteration 30Q: 3 clusters Score -1.313495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 91946 members 
Entering Unmasked Estep 
Score: -13134946.000000 Penalty: 5670.404785
	Iteration 31F: 3 clusters Score -1.313495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177303 members 
Entering Unmasked Estep 
Score: -25222608.000000 Penalty: 2997.232666
	Iteration 0F: 2 clusters Score -2.522261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89045 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -25123700.000000 Penalty: 5994.465332
	Iteration 0F: 3 clusters Score -2.51237e+07 nChanged 84926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -25174232.000000 Penalty: 5994.465332
	Iteration 1F: 3 clusters Score -2.517423e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99838 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -25175932.000000 Penalty: 5994.465332
	Iteration 2Q: 3 clusters Score -2.517593e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -25178572.000000 Penalty: 5994.465332
	Iteration 3Q: 3 clusters Score -2.517857e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113297 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -25182696.000000 Penalty: 5994.465332
	Iteration 4F: 3 clusters Score -2.51827e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122560 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -25188534.000000 Penalty: 5994.465332
	Iteration 5F: 3 clusters Score -2.518853e+07 nChanged 11436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131760 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -25195660.000000 Penalty: 5994.465332
	Iteration 6F: 3 clusters Score -2.519566e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139277 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -25202782.000000 Penalty: 5994.465332
	Iteration 7F: 3 clusters Score -2.520278e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144046 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -25208828.000000 Penalty: 5994.465332
	Iteration 8Q: 3 clusters Score -2.520883e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146843 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -25212678.000000 Penalty: 5994.465332
	Iteration 9Q: 3 clusters Score -2.521268e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148865 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -25214572.000000 Penalty: 5994.465332
	Iteration 10Q: 3 clusters Score -2.521457e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150837 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -25215852.000000 Penalty: 5994.465332
	Iteration 11Q: 3 clusters Score -2.521585e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152975 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -25216772.000000 Penalty: 5994.465332
	Iteration 12Q: 3 clusters Score -2.521677e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155312 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -25217822.000000 Penalty: 5994.465332
	Iteration 13Q: 3 clusters Score -2.521782e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -25218510.000000 Penalty: 5994.465332
	Iteration 14Q: 3 clusters Score -2.521851e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160267 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -25218866.000000 Penalty: 5994.465332
	Iteration 15Q: 3 clusters Score -2.521887e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162746 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -25219268.000000 Penalty: 5994.465332
	Iteration 16Q: 3 clusters Score -2.521927e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165103 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -25219204.000000 Penalty: 5994.465332
	Iteration 17Q: 3 clusters Score -2.52192e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167185 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -25219406.000000 Penalty: 5994.465332
	Iteration 18Q: 3 clusters Score -2.521941e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169109 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -25219454.000000 Penalty: 5994.465332
	Iteration 19Q: 3 clusters Score -2.521945e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170848 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -25219504.000000 Penalty: 5994.465332
	Iteration 20F: 3 clusters Score -2.52195e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172270 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -25219546.000000 Penalty: 5994.465332
	Iteration 21Q: 3 clusters Score -2.521955e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173488 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -25219756.000000 Penalty: 5994.465332
	Iteration 22Q: 3 clusters Score -2.521976e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174460 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -25219970.000000 Penalty: 5994.465332
	Iteration 23Q: 3 clusters Score -2.521997e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175204 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -25220064.000000 Penalty: 5994.465332
	Iteration 24Q: 3 clusters Score -2.522006e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175741 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -25220040.000000 Penalty: 5994.465332
	Iteration 25Q: 3 clusters Score -2.522004e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176133 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -25220112.000000 Penalty: 5994.465332
	Iteration 26Q: 3 clusters Score -2.522011e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176364 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -25220114.000000 Penalty: 5994.465332
	Iteration 27Q: 3 clusters Score -2.522011e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176521 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -25220118.000000 Penalty: 5994.465332
	Iteration 28Q: 3 clusters Score -2.522012e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176618 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -25220138.000000 Penalty: 5994.465332
	Iteration 29Q: 3 clusters Score -2.522014e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176682 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -25220164.000000 Penalty: 5994.465332
	Iteration 30Q: 3 clusters Score -2.522016e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176728 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -25220184.000000 Penalty: 5994.465332
	Iteration 31Q: 3 clusters Score -2.522018e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176760 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -25220196.000000 Penalty: 5994.465332
	Iteration 32Q: 3 clusters Score -2.52202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176787 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -25220166.000000 Penalty: 5994.465332
	Iteration 33Q: 3 clusters Score -2.522017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176805 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -25220194.000000 Penalty: 5994.465332
	Iteration 34Q: 3 clusters Score -2.522019e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176826 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -25220180.000000 Penalty: 5994.465332
	Iteration 35Q: 3 clusters Score -2.522018e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176849 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -25220212.000000 Penalty: 5994.465332
	Iteration 36Q: 3 clusters Score -2.522021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176861 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -25220204.000000 Penalty: 5994.465332
	Iteration 37Q: 3 clusters Score -2.52202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176876 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -25220236.000000 Penalty: 5994.465332
	Iteration 38Q: 3 clusters Score -2.522024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176883 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -25220222.000000 Penalty: 5994.465332
	Iteration 39Q: 3 clusters Score -2.522022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176894 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -25220254.000000 Penalty: 5994.465332
	Iteration 40F: 3 clusters Score -2.522025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176899 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -25220260.000000 Penalty: 5994.465332
	Iteration 41Q: 3 clusters Score -2.522026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176905 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -25220258.000000 Penalty: 5994.465332
	Iteration 42Q: 3 clusters Score -2.522026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176907 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -25220266.000000 Penalty: 5994.465332
	Iteration 43Q: 3 clusters Score -2.522027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176910 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -25220260.000000 Penalty: 5994.465332
	Iteration 44Q: 3 clusters Score -2.522026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176911 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -25220266.000000 Penalty: 5994.465332
	Iteration 45Q: 3 clusters Score -2.522027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176911 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -25220258.000000 Penalty: 5994.465332
	Iteration 46Q: 3 clusters Score -2.522026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176915 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25220280.000000 Penalty: 5994.465332
	Iteration 47Q: 3 clusters Score -2.522028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176917 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25220296.000000 Penalty: 5994.465332
	Iteration 48Q: 3 clusters Score -2.52203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176920 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25220280.000000 Penalty: 5994.465332
	Iteration 49Q: 3 clusters Score -2.522028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176921 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -25220294.000000 Penalty: 5994.465332
	Iteration 50Q: 3 clusters Score -2.522029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176921 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -25220294.000000 Penalty: 5994.465332
	Iteration 51F: 3 clusters Score -2.522029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157537 members 
Entering Unmasked Estep 
Score: -22119592.000000 Penalty: 2967.919189
	Iteration 0F: 2 clusters Score -2.211959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -22015726.000000 Penalty: 5935.838379
	Iteration 0F: 3 clusters Score -2.201573e+07 nChanged 75641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -22059524.000000 Penalty: 5935.838379
	Iteration 1F: 3 clusters Score -2.205952e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -22060930.000000 Penalty: 5935.838379
	Iteration 2Q: 3 clusters Score -2.206093e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -22063028.000000 Penalty: 5935.838379
	Iteration 3Q: 3 clusters Score -2.206303e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -22067236.000000 Penalty: 5935.838379
	Iteration 4F: 3 clusters Score -2.206724e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -22074712.000000 Penalty: 5935.838379
	Iteration 5F: 3 clusters Score -2.207471e+07 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119212 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -22086236.000000 Penalty: 5935.838379
	Iteration 6F: 3 clusters Score -2.208624e+07 nChanged 13018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131388 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -22099038.000000 Penalty: 5935.838379
	Iteration 7F: 3 clusters Score -2.209904e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139637 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -22108594.000000 Penalty: 5935.838379
	Iteration 8F: 3 clusters Score -2.210859e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143609 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -22113784.000000 Penalty: 5935.838379
	Iteration 9Q: 3 clusters Score -2.211378e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145405 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -22115632.000000 Penalty: 5935.838379
	Iteration 10Q: 3 clusters Score -2.211563e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146569 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -22116400.000000 Penalty: 5935.838379
	Iteration 11Q: 3 clusters Score -2.21164e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147532 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -22116912.000000 Penalty: 5935.838379
	Iteration 12Q: 3 clusters Score -2.211691e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148349 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -22117264.000000 Penalty: 5935.838379
	Iteration 13Q: 3 clusters Score -2.211726e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149072 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -22117466.000000 Penalty: 5935.838379
	Iteration 14Q: 3 clusters Score -2.211747e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -22117686.000000 Penalty: 5935.838379
	Iteration 15Q: 3 clusters Score -2.211769e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150246 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -22117802.000000 Penalty: 5935.838379
	Iteration 16Q: 3 clusters Score -2.21178e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150729 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -22117896.000000 Penalty: 5935.838379
	Iteration 17Q: 3 clusters Score -2.21179e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151132 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -22118018.000000 Penalty: 5935.838379
	Iteration 18Q: 3 clusters Score -2.211802e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151487 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -22118046.000000 Penalty: 5935.838379
	Iteration 19Q: 3 clusters Score -2.211805e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151829 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -22118054.000000 Penalty: 5935.838379
	Iteration 20F: 3 clusters Score -2.211805e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -22118020.000000 Penalty: 5935.838379
	Iteration 21Q: 3 clusters Score -2.211802e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -22118062.000000 Penalty: 5935.838379
	Iteration 22Q: 3 clusters Score -2.211806e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152631 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -22118112.000000 Penalty: 5935.838379
	Iteration 23Q: 3 clusters Score -2.211811e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152846 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -22118104.000000 Penalty: 5935.838379
	Iteration 24Q: 3 clusters Score -2.21181e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153049 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -22118052.000000 Penalty: 5935.838379
	Iteration 25Q: 3 clusters Score -2.211805e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153212 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -22118074.000000 Penalty: 5935.838379
	Iteration 26Q: 3 clusters Score -2.211807e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -22118102.000000 Penalty: 5935.838379
	Iteration 27Q: 3 clusters Score -2.21181e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153502 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -22118136.000000 Penalty: 5935.838379
	Iteration 28Q: 3 clusters Score -2.211814e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153612 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -22118084.000000 Penalty: 5935.838379
	Iteration 29Q: 3 clusters Score -2.211808e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153711 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -22118120.000000 Penalty: 5935.838379
	Iteration 30Q: 3 clusters Score -2.211812e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153802 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -22118102.000000 Penalty: 5935.838379
	Iteration 31Q: 3 clusters Score -2.21181e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153880 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -22118132.000000 Penalty: 5935.838379
	Iteration 32Q: 3 clusters Score -2.211813e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153946 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -22118096.000000 Penalty: 5935.838379
	Iteration 33Q: 3 clusters Score -2.21181e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153996 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -22118136.000000 Penalty: 5935.838379
	Iteration 34Q: 3 clusters Score -2.211814e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154048 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -22118104.000000 Penalty: 5935.838379
	Iteration 35Q: 3 clusters Score -2.21181e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154094 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -22118116.000000 Penalty: 5935.838379
	Iteration 36Q: 3 clusters Score -2.211812e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154145 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -22118148.000000 Penalty: 5935.838379
	Iteration 37Q: 3 clusters Score -2.211815e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154185 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -22118146.000000 Penalty: 5935.838379
	Iteration 38Q: 3 clusters Score -2.211815e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154231 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -22118178.000000 Penalty: 5935.838379
	Iteration 39Q: 3 clusters Score -2.211818e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154263 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -22118176.000000 Penalty: 5935.838379
	Iteration 40F: 3 clusters Score -2.211818e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154294 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -22118178.000000 Penalty: 5935.838379
	Iteration 41Q: 3 clusters Score -2.211818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154321 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -22118154.000000 Penalty: 5935.838379
	Iteration 42Q: 3 clusters Score -2.211815e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154350 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -22118166.000000 Penalty: 5935.838379
	Iteration 43Q: 3 clusters Score -2.211817e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154374 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -22118166.000000 Penalty: 5935.838379
	Iteration 44Q: 3 clusters Score -2.211817e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154395 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -22118166.000000 Penalty: 5935.838379
	Iteration 45Q: 3 clusters Score -2.211817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154411 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -22118146.000000 Penalty: 5935.838379
	Iteration 46Q: 3 clusters Score -2.211815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154427 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -22118148.000000 Penalty: 5935.838379
	Iteration 47Q: 3 clusters Score -2.211815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154443 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -22118148.000000 Penalty: 5935.838379
	Iteration 48Q: 3 clusters Score -2.211815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154453 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -22118150.000000 Penalty: 5935.838379
	Iteration 49Q: 3 clusters Score -2.211815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154462 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -22118148.000000 Penalty: 5935.838379
	Iteration 50Q: 3 clusters Score -2.211815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154478 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -22118144.000000 Penalty: 5935.838379
	Iteration 51Q: 3 clusters Score -2.211814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154495 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -22118134.000000 Penalty: 5935.838379
	Iteration 52Q: 3 clusters Score -2.211813e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154515 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -22118132.000000 Penalty: 5935.838379
	Iteration 53Q: 3 clusters Score -2.211813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154531 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -22118144.000000 Penalty: 5935.838379
	Iteration 54Q: 3 clusters Score -2.211814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154547 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22118158.000000 Penalty: 5935.838379
	Iteration 55Q: 3 clusters Score -2.211816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154561 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -22118142.000000 Penalty: 5935.838379
	Iteration 56Q: 3 clusters Score -2.211814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154574 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -22118134.000000 Penalty: 5935.838379
	Iteration 57Q: 3 clusters Score -2.211813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154586 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -22118132.000000 Penalty: 5935.838379
	Iteration 58Q: 3 clusters Score -2.211813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154590 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -22118138.000000 Penalty: 5935.838379
	Iteration 59Q: 3 clusters Score -2.211814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154590 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -22118136.000000 Penalty: 5935.838379
	Iteration 60F: 3 clusters Score -2.211814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154591 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -22118148.000000 Penalty: 5935.838379
	Iteration 61Q: 3 clusters Score -2.211815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -22118124.000000 Penalty: 5935.838379
	Iteration 62Q: 3 clusters Score -2.211812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -22118130.000000 Penalty: 5935.838379
	Iteration 63Q: 3 clusters Score -2.211813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154597 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -22118140.000000 Penalty: 5935.838379
	Iteration 64Q: 3 clusters Score -2.211814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154598 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -22118128.000000 Penalty: 5935.838379
	Iteration 65Q: 3 clusters Score -2.211813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154599 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -22118128.000000 Penalty: 5935.838379
	Iteration 66Q: 3 clusters Score -2.211813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154600 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -22118126.000000 Penalty: 5935.838379
	Iteration 67Q: 3 clusters Score -2.211813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154600 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -22118126.000000 Penalty: 5935.838379
	Iteration 68F: 3 clusters Score -2.211813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (106398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106398 members 
Entering Unmasked Estep 
Score: -15108562.000000 Penalty: 2870.585449
	Iteration 0F: 2 clusters Score -1.510856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -15038009.000000 Penalty: 5741.170898
	Iteration 0F: 3 clusters Score -1.503801e+07 nChanged 50367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -15066954.000000 Penalty: 5741.170898
	Iteration 1F: 3 clusters Score -1.506695e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -15067890.000000 Penalty: 5741.170898
	Iteration 2Q: 3 clusters Score -1.506789e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -15069395.000000 Penalty: 5741.170898
	Iteration 3Q: 3 clusters Score -1.50694e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -15071580.000000 Penalty: 5741.170898
	Iteration 4Q: 3 clusters Score -1.507158e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -15075184.000000 Penalty: 5741.170898
	Iteration 5F: 3 clusters Score -1.507518e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -15080737.000000 Penalty: 5741.170898
	Iteration 6F: 3 clusters Score -1.508074e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -15088044.000000 Penalty: 5741.170898
	Iteration 7F: 3 clusters Score -1.508804e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -15095299.000000 Penalty: 5741.170898
	Iteration 8F: 3 clusters Score -1.50953e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 100444 members 
Entering Unmasked Estep 
Score: -15100764.000000 Penalty: 5741.170898
	Iteration 9F: 3 clusters Score -1.510076e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 103913 members 
Entering Unmasked Estep 
Score: -15103906.000000 Penalty: 5741.170898
	Iteration 10Q: 3 clusters Score -1.510391e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 105405 members 
Entering Unmasked Estep 
Score: -15105207.000000 Penalty: 5741.170898
	Iteration 11Q: 3 clusters Score -1.510521e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 105895 members 
Entering Unmasked Estep 
Score: -15105686.000000 Penalty: 5741.170898
	Iteration 12Q: 3 clusters Score -1.510569e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 106040 members 
Entering Unmasked Estep 
Score: -15105821.000000 Penalty: 5741.170898
	Iteration 13Q: 3 clusters Score -1.510582e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 106099 members 
Entering Unmasked Estep 
Score: -15105874.000000 Penalty: 5741.170898
	Iteration 14Q: 3 clusters Score -1.510587e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -15105923.000000 Penalty: 5741.170898
	Iteration 15Q: 3 clusters Score -1.510592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 106126 members 
Entering Unmasked Estep 
Score: -15105934.000000 Penalty: 5741.170898
	Iteration 16Q: 3 clusters Score -1.510593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 106135 members 
Entering Unmasked Estep 
Score: -15105949.000000 Penalty: 5741.170898
	Iteration 17Q: 3 clusters Score -1.510595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 106141 members 
Entering Unmasked Estep 
Score: -15105960.000000 Penalty: 5741.170898
	Iteration 18Q: 3 clusters Score -1.510596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
Score: -15105965.000000 Penalty: 5741.170898
	Iteration 19Q: 3 clusters Score -1.510596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 106149 members 
Entering Unmasked Estep 
Score: -15105980.000000 Penalty: 5741.170898
	Iteration 20F: 3 clusters Score -1.510598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 106149 members 
Entering Unmasked Estep 
Score: -15105980.000000 Penalty: 5741.170898
	Iteration 21Q: 3 clusters Score -1.510598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 106150 members 
Entering Unmasked Estep 
Score: -15105983.000000 Penalty: 5741.170898
	Iteration 22Q: 3 clusters Score -1.510598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 106150 members 
Entering Unmasked Estep 
Score: -15105983.000000 Penalty: 5741.170898
	Iteration 23F: 3 clusters Score -1.510598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Entering Unmasked Estep 
Score: -1434828.125000 Penalty: 2289.026855
	Iteration 0F: 2 clusters Score -1434828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1427001.125000 Penalty: 4578.053711
	Iteration 0F: 3 clusters Score -1427001 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1429321.250000 Penalty: 4578.053711
	Iteration 1F: 3 clusters Score -1429321 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1429568.625000 Penalty: 4578.053711
	Iteration 2F: 3 clusters Score -1429569 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1429727.500000 Penalty: 4578.053711
	Iteration 3Q: 3 clusters Score -1429728 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1429850.750000 Penalty: 4578.053711
	Iteration 4Q: 3 clusters Score -1429851 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1429934.875000 Penalty: 4578.053711
	Iteration 5Q: 3 clusters Score -1429935 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1430012.375000 Penalty: 4578.053711
	Iteration 6Q: 3 clusters Score -1430012 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1430078.000000 Penalty: 4578.053711
	Iteration 7Q: 3 clusters Score -1430078 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1430153.750000 Penalty: 4578.053711
	Iteration 8Q: 3 clusters Score -1430154 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1430218.875000 Penalty: 4578.053711
	Iteration 9Q: 3 clusters Score -1430219 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1430282.375000 Penalty: 4578.053711
	Iteration 10Q: 3 clusters Score -1430282 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1430348.125000 Penalty: 4578.053711
	Iteration 11Q: 3 clusters Score -1430348 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1430440.125000 Penalty: 4578.053711
	Iteration 12Q: 3 clusters Score -1430440 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1430551.625000 Penalty: 4578.053711
	Iteration 13Q: 3 clusters Score -1430552 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1430681.750000 Penalty: 4578.053711
	Iteration 14Q: 3 clusters Score -1430682 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1430839.250000 Penalty: 4578.053711
	Iteration 15Q: 3 clusters Score -1430839 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1431018.750000 Penalty: 4578.053711
	Iteration 16Q: 3 clusters Score -1431019 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1431232.125000 Penalty: 4578.053711
	Iteration 17Q: 3 clusters Score -1431232 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1431460.375000 Penalty: 4578.053711
	Iteration 18Q: 3 clusters Score -1431460 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1431685.000000 Penalty: 4578.053711
	Iteration 19Q: 3 clusters Score -1431685 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1431925.625000 Penalty: 4578.053711
	Iteration 20F: 3 clusters Score -1431926 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1432152.125000 Penalty: 4578.053711
	Iteration 21Q: 3 clusters Score -1432152 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1432353.250000 Penalty: 4578.053711
	Iteration 22Q: 3 clusters Score -1432353 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1432510.625000 Penalty: 4578.053711
	Iteration 23Q: 3 clusters Score -1432511 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1432635.875000 Penalty: 4578.053711
	Iteration 24Q: 3 clusters Score -1432636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1432705.500000 Penalty: 4578.053711
	Iteration 25Q: 3 clusters Score -1432706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1432762.000000 Penalty: 4578.053711
	Iteration 26Q: 3 clusters Score -1432762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1432812.875000 Penalty: 4578.053711
	Iteration 27Q: 3 clusters Score -1432813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1432843.375000 Penalty: 4578.053711
	Iteration 28Q: 3 clusters Score -1432843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1432871.625000 Penalty: 4578.053711
	Iteration 29Q: 3 clusters Score -1432872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1432883.375000 Penalty: 4578.053711
	Iteration 30Q: 3 clusters Score -1432883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1432894.875000 Penalty: 4578.053711
	Iteration 31Q: 3 clusters Score -1432895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1432900.000000 Penalty: 4578.053711
	Iteration 32Q: 3 clusters Score -1432900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1432903.750000 Penalty: 4578.053711
	Iteration 33Q: 3 clusters Score -1432904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1432915.375000 Penalty: 4578.053711
	Iteration 34Q: 3 clusters Score -1432915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1432927.500000 Penalty: 4578.053711
	Iteration 35Q: 3 clusters Score -1432928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1432929.125000 Penalty: 4578.053711
	Iteration 36Q: 3 clusters Score -1432929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1432935.250000 Penalty: 4578.053711
	Iteration 37Q: 3 clusters Score -1432935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1432937.375000 Penalty: 4578.053711
	Iteration 38Q: 3 clusters Score -1432937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1432938.500000 Penalty: 4578.053711
	Iteration 39Q: 3 clusters Score -1432938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1432940.750000 Penalty: 4578.053711
	Iteration 40F: 3 clusters Score -1432941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -102591.257812 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -102591.3 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 418 members 
Entering Unmasked Estep 
Score: -100851.015625 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -100851 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101292.312500 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -101292.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101675.156250 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -101675.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101934.546875 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -101934.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -102105.757812 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -102105.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -102272.093750 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -102272.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -102438.414062 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -102438.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -102743.609375 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -102743.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -102821.500000 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -102821.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -102883.390625 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -102883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -102904.226562 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -102904.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -102912.835938 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -102912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -102920.515625 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -102920.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -102932.140625 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -102932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -102946.000000 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -102946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -102950.195312 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -102950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -102952.062500 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -102952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -102952.062500 Penalty: 3347.384766
	Iteration 17F: 3 clusters Score -102952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26073 members 
Mstep: Class 3 contains 32622 members 
Mstep: Class 4 contains 158451 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 57527 members 
Mstep: Class 10 contains 17434 members 
Mstep: Class 11 contains 40479 members 
Mstep: Class 12 contains 92251 members 
Mstep: Class 13 contains 177303 members 
Mstep: Class 14 contains 157537 members 
Mstep: Class 16 contains 106398 members 
Mstep: Class 18 contains 10198 members 
Mstep: Class 19 contains 83 members 
Mstep: Class 20 contains 82612 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89693 members 
Entering Unmasked Estep 
Score: -147038976.000000 Penalty: 72245.875000
Splitting cluster 19 changes total score from -147040176.000000 to -147038976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (82612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Entering Unmasked Estep 
Score: -11752633.000000 Penalty: 2807.833740
	Iteration 0F: 2 clusters Score -1.175263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -11697575.000000 Penalty: 5615.667480
	Iteration 0F: 3 clusters Score -1.169758e+07 nChanged 38846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -11719778.000000 Penalty: 5615.667480
	Iteration 1F: 3 clusters Score -1.171978e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -11721099.000000 Penalty: 5615.667480
	Iteration 2Q: 3 clusters Score -1.17211e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -11723483.000000 Penalty: 5615.667480
	Iteration 3F: 3 clusters Score -1.172348e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -11727734.000000 Penalty: 5615.667480
	Iteration 4F: 3 clusters Score -1.172773e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -11734110.000000 Penalty: 5615.667480
	Iteration 5F: 3 clusters Score -1.173411e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -11741401.000000 Penalty: 5615.667480
	Iteration 6F: 3 clusters Score -1.17414e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -11746636.000000 Penalty: 5615.667480
	Iteration 7F: 3 clusters Score -1.174664e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -11748917.000000 Penalty: 5615.667480
	Iteration 8Q: 3 clusters Score -1.174892e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 81748 members 
Entering Unmasked Estep 
Score: -11749744.000000 Penalty: 5615.667480
	Iteration 9Q: 3 clusters Score -1.174974e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -11750056.000000 Penalty: 5615.667480
	Iteration 10Q: 3 clusters Score -1.175006e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 82140 members 
Entering Unmasked Estep 
Score: -11750143.000000 Penalty: 5615.667480
	Iteration 11Q: 3 clusters Score -1.175014e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -11750218.000000 Penalty: 5615.667480
	Iteration 12Q: 3 clusters Score -1.175022e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -11750242.000000 Penalty: 5615.667480
	Iteration 13Q: 3 clusters Score -1.175024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 82216 members 
Entering Unmasked Estep 
Score: -11750260.000000 Penalty: 5615.667480
	Iteration 14Q: 3 clusters Score -1.175026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 82229 members 
Entering Unmasked Estep 
Score: -11750283.000000 Penalty: 5615.667480
	Iteration 15Q: 3 clusters Score -1.175028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -11750290.000000 Penalty: 5615.667480
	Iteration 16Q: 3 clusters Score -1.175029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 82245 members 
Entering Unmasked Estep 
Score: -11750287.000000 Penalty: 5615.667480
	Iteration 17Q: 3 clusters Score -1.175029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -11750306.000000 Penalty: 5615.667480
	Iteration 18Q: 3 clusters Score -1.175031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -11750322.000000 Penalty: 5615.667480
	Iteration 19Q: 3 clusters Score -1.175032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -11750348.000000 Penalty: 5615.667480
	Iteration 20F: 3 clusters Score -1.175035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -11750374.000000 Penalty: 5615.667480
	Iteration 21Q: 3 clusters Score -1.175037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 82263 members 
Entering Unmasked Estep 
Score: -11750390.000000 Penalty: 5615.667480
	Iteration 22Q: 3 clusters Score -1.175039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -11750394.000000 Penalty: 5615.667480
	Iteration 23Q: 3 clusters Score -1.175039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 82279 members 
Entering Unmasked Estep 
Score: -11750409.000000 Penalty: 5615.667480
	Iteration 24Q: 3 clusters Score -1.175041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -11750411.000000 Penalty: 5615.667480
	Iteration 25Q: 3 clusters Score -1.175041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -11750409.000000 Penalty: 5615.667480
	Iteration 26Q: 3 clusters Score -1.175041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -11750414.000000 Penalty: 5615.667480
	Iteration 27Q: 3 clusters Score -1.175041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -11750420.000000 Penalty: 5615.667480
	Iteration 28Q: 3 clusters Score -1.175042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -11750422.000000 Penalty: 5615.667480
	Iteration 29Q: 3 clusters Score -1.175042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -11750425.000000 Penalty: 5615.667480
	Iteration 30Q: 3 clusters Score -1.175042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -11750427.000000 Penalty: 5615.667480
	Iteration 31Q: 3 clusters Score -1.175043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -11750427.000000 Penalty: 5615.667480
	Iteration 32F: 3 clusters Score -1.175043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -291516.875000 Penalty: 1904.683594
	Iteration 0F: 2 clusters Score -291516.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -288802.031250 Penalty: 3809.367188
	Iteration 0F: 3 clusters Score -288802 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -289298.937500 Penalty: 3809.367188
	Iteration 1F: 3 clusters Score -289298.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -289424.750000 Penalty: 3809.367188
	Iteration 2F: 3 clusters Score -289424.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -289495.593750 Penalty: 3809.367188
	Iteration 3Q: 3 clusters Score -289495.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -289554.000000 Penalty: 3809.367188
	Iteration 4Q: 3 clusters Score -289554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -289616.531250 Penalty: 3809.367188
	Iteration 5Q: 3 clusters Score -289616.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -289662.156250 Penalty: 3809.367188
	Iteration 6Q: 3 clusters Score -289662.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -289708.062500 Penalty: 3809.367188
	Iteration 7Q: 3 clusters Score -289708.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -289746.218750 Penalty: 3809.367188
	Iteration 8Q: 3 clusters Score -289746.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -289775.468750 Penalty: 3809.367188
	Iteration 9Q: 3 clusters Score -289775.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -289803.593750 Penalty: 3809.367188
	Iteration 10Q: 3 clusters Score -289803.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -289820.843750 Penalty: 3809.367188
	Iteration 11Q: 3 clusters Score -289820.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -289830.937500 Penalty: 3809.367188
	Iteration 12Q: 3 clusters Score -289830.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -289838.156250 Penalty: 3809.367188
	Iteration 13Q: 3 clusters Score -289838.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -289847.406250 Penalty: 3809.367188
	Iteration 14Q: 3 clusters Score -289847.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -289856.156250 Penalty: 3809.367188
	Iteration 15Q: 3 clusters Score -289856.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -289862.687500 Penalty: 3809.367188
	Iteration 16Q: 3 clusters Score -289862.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -289870.437500 Penalty: 3809.367188
	Iteration 17Q: 3 clusters Score -289870.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -289878.031250 Penalty: 3809.367188
	Iteration 18Q: 3 clusters Score -289878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -289884.062500 Penalty: 3809.367188
	Iteration 19Q: 3 clusters Score -289884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -289887.968750 Penalty: 3809.367188
	Iteration 20F: 3 clusters Score -289888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -289890.875000 Penalty: 3809.367188
	Iteration 21Q: 3 clusters Score -289890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -289891.718750 Penalty: 3809.367188
	Iteration 22Q: 3 clusters Score -289891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -289894.156250 Penalty: 3809.367188
	Iteration 23Q: 3 clusters Score -289894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -289896.312500 Penalty: 3809.367188
	Iteration 24Q: 3 clusters Score -289896.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -289897.750000 Penalty: 3809.367188
	Iteration 25Q: 3 clusters Score -289897.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -289898.281250 Penalty: 3809.367188
	Iteration 26Q: 3 clusters Score -289898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -289899.218750 Penalty: 3809.367188
	Iteration 27Q: 3 clusters Score -289899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -289899.500000 Penalty: 3809.367188
	Iteration 28Q: 3 clusters Score -289899.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -289899.500000 Penalty: 3809.367188
	Iteration 29F: 3 clusters Score -289899.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -57202.527344 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -57202.53 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 216 members 
Entering Unmasked Estep 
Score: -55867.554688 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -55867.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -56097.589844 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -56097.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -56422.765625 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -56422.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -57155.832031 Penalty: 3024.645020
	Iteration 3F: 3 clusters Score -57155.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -57768.070312 Penalty: 3024.645020
	Iteration 4F: 3 clusters Score -57768.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -58272.835938 Penalty: 3024.645020
	Iteration 5F: 3 clusters Score -58272.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -58368.207031 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -58368.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -58370.296875 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -58370.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -58370.296875 Penalty: 3024.645020
	Iteration 8F: 3 clusters Score -58370.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26073 members 
Mstep: Class 3 contains 32622 members 
Mstep: Class 4 contains 158451 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 87 members 
Mstep: Class 9 contains 57527 members 
Mstep: Class 10 contains 17434 members 
Mstep: Class 11 contains 40479 members 
Mstep: Class 12 contains 92251 members 
Mstep: Class 13 contains 177303 members 
Mstep: Class 14 contains 157537 members 
Mstep: Class 16 contains 106398 members 
Mstep: Class 18 contains 10198 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82612 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 89693 members 
Entering Unmasked Estep 
Score: -147039680.000000 Penalty: 72245.875000
Splitting cluster 22 changes total score from -147040176.000000 to -147039680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (89693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Entering Unmasked Estep 
Score: -12746531.000000 Penalty: 2828.228760
	Iteration 0F: 2 clusters Score -1.274653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -12686822.000000 Penalty: 5656.457520
	Iteration 0F: 3 clusters Score -1.268682e+07 nChanged 42288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -12710879.000000 Penalty: 5656.457520
	Iteration 1F: 3 clusters Score -1.271088e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -12711763.000000 Penalty: 5656.457520
	Iteration 2Q: 3 clusters Score -1.271176e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -12712662.000000 Penalty: 5656.457520
	Iteration 3Q: 3 clusters Score -1.271266e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -12713782.000000 Penalty: 5656.457520
	Iteration 4Q: 3 clusters Score -1.271378e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -12715221.000000 Penalty: 5656.457520
	Iteration 5Q: 3 clusters Score -1.271522e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -12717113.000000 Penalty: 5656.457520
	Iteration 6Q: 3 clusters Score -1.271711e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -12719745.000000 Penalty: 5656.457520
	Iteration 7Q: 3 clusters Score -1.271974e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -12723120.000000 Penalty: 5656.457520
	Iteration 8F: 3 clusters Score -1.272312e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 67537 members 
Entering Unmasked Estep 
Score: -12726963.000000 Penalty: 5656.457520
	Iteration 9F: 3 clusters Score -1.272696e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -12731166.000000 Penalty: 5656.457520
	Iteration 10F: 3 clusters Score -1.273117e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 77722 members 
Entering Unmasked Estep 
Score: -12735160.000000 Penalty: 5656.457520
	Iteration 11F: 3 clusters Score -1.273516e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -12738409.000000 Penalty: 5656.457520
	Iteration 12Q: 3 clusters Score -1.273841e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -12740827.000000 Penalty: 5656.457520
	Iteration 13Q: 3 clusters Score -1.274083e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -12742251.000000 Penalty: 5656.457520
	Iteration 14Q: 3 clusters Score -1.274225e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -12743047.000000 Penalty: 5656.457520
	Iteration 15Q: 3 clusters Score -1.274305e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -12743471.000000 Penalty: 5656.457520
	Iteration 16Q: 3 clusters Score -1.274347e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -12743691.000000 Penalty: 5656.457520
	Iteration 17Q: 3 clusters Score -1.274369e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -12743784.000000 Penalty: 5656.457520
	Iteration 18Q: 3 clusters Score -1.274378e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -12743870.000000 Penalty: 5656.457520
	Iteration 19Q: 3 clusters Score -1.274387e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 89116 members 
Entering Unmasked Estep 
Score: -12743915.000000 Penalty: 5656.457520
	Iteration 20F: 3 clusters Score -1.274392e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -12743956.000000 Penalty: 5656.457520
	Iteration 21Q: 3 clusters Score -1.274396e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -12743977.000000 Penalty: 5656.457520
	Iteration 22Q: 3 clusters Score -1.274398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 89190 members 
Entering Unmasked Estep 
Score: -12743995.000000 Penalty: 5656.457520
	Iteration 23Q: 3 clusters Score -1.2744e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -12744016.000000 Penalty: 5656.457520
	Iteration 24Q: 3 clusters Score -1.274402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 89224 members 
Entering Unmasked Estep 
Score: -12744019.000000 Penalty: 5656.457520
	Iteration 25Q: 3 clusters Score -1.274402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 89234 members 
Entering Unmasked Estep 
Score: -12744035.000000 Penalty: 5656.457520
	Iteration 26Q: 3 clusters Score -1.274404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 89241 members 
Entering Unmasked Estep 
Score: -12744038.000000 Penalty: 5656.457520
	Iteration 27Q: 3 clusters Score -1.274404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 89247 members 
Entering Unmasked Estep 
Score: -12744027.000000 Penalty: 5656.457520
	Iteration 28Q: 3 clusters Score -1.274403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -12744023.000000 Penalty: 5656.457520
	Iteration 29Q: 3 clusters Score -1.274402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 89257 members 
Entering Unmasked Estep 
Score: -12744028.000000 Penalty: 5656.457520
	Iteration 30Q: 3 clusters Score -1.274403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -12744033.000000 Penalty: 5656.457520
	Iteration 31Q: 3 clusters Score -1.274403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 89268 members 
Entering Unmasked Estep 
Score: -12744050.000000 Penalty: 5656.457520
	Iteration 32Q: 3 clusters Score -1.274405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -12744051.000000 Penalty: 5656.457520
	Iteration 33Q: 3 clusters Score -1.274405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 89273 members 
Entering Unmasked Estep 
Score: -12744053.000000 Penalty: 5656.457520
	Iteration 34Q: 3 clusters Score -1.274405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -12744053.000000 Penalty: 5656.457520
	Iteration 35Q: 3 clusters Score -1.274405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -12744057.000000 Penalty: 5656.457520
	Iteration 36Q: 3 clusters Score -1.274406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -12744062.000000 Penalty: 5656.457520
	Iteration 37Q: 3 clusters Score -1.274406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 89273 members 
Entering Unmasked Estep 
Score: -12744066.000000 Penalty: 5656.457520
	Iteration 38Q: 3 clusters Score -1.274407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -12744068.000000 Penalty: 5656.457520
	Iteration 39Q: 3 clusters Score -1.274407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -12744061.000000 Penalty: 5656.457520
	Iteration 40F: 3 clusters Score -1.274406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1.274407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
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	Iteration 42F: 3 clusters Score -1.274407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26073 members 
Mstep: Class 3 contains 32622 members 
Mstep: Class 4 contains 158451 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57527 members 
Mstep: Class 10 contains 17434 members 
Mstep: Class 11 contains 40479 members 
Mstep: Class 12 contains 92251 members 
Mstep: Class 13 contains 177303 members 
Mstep: Class 14 contains 157537 members 
Mstep: Class 16 contains 106398 members 
Mstep: Class 18 contains 10198 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82612 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89693 members 
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Iteration 119Q: 21 clusters Score -1.470405e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26098 members 
Mstep: Class 3 contains 32173 members 
Mstep: Class 4 contains 158433 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 9 contains 57534 members 
Mstep: Class 10 contains 17427 members 
Mstep: Class 11 contains 40574 members 
Mstep: Class 12 contains 92208 members 
Mstep: Class 13 contains 177500 members 
Mstep: Class 14 contains 157638 members 
Mstep: Class 16 contains 106485 members 
Mstep: Class 18 contains 10173 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82608 members 
Mstep: Class 21 contains 2166 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89726 members 
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Iteration 120F: 21 clusters Score -1.47041e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26115 members 
Mstep: Class 3 contains 31696 members 
Mstep: Class 4 contains 158445 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57558 members 
Mstep: Class 10 contains 17440 members 
Mstep: Class 11 contains 40665 members 
Mstep: Class 12 contains 92175 members 
Mstep: Class 13 contains 177690 members 
Mstep: Class 14 contains 157696 members 
Mstep: Class 16 contains 106573 members 
Mstep: Class 18 contains 10153 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82624 members 
Mstep: Class 21 contains 2167 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89746 members 
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Iteration 121Q: 21 clusters Score -1.470408e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26147 members 
Mstep: Class 3 contains 31226 members 
Mstep: Class 4 contains 158457 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57568 members 
Mstep: Class 10 contains 17456 members 
Mstep: Class 11 contains 40745 members 
Mstep: Class 12 contains 92138 members 
Mstep: Class 13 contains 177870 members 
Mstep: Class 14 contains 157788 members 
Mstep: Class 16 contains 106637 members 
Mstep: Class 18 contains 10127 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82639 members 
Mstep: Class 21 contains 2167 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89778 members 
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Iteration 122Q: 21 clusters Score -1.470408e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26178 members 
Mstep: Class 3 contains 30795 members 
Mstep: Class 4 contains 158520 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57581 members 
Mstep: Class 10 contains 17458 members 
Mstep: Class 11 contains 40818 members 
Mstep: Class 12 contains 92087 members 
Mstep: Class 13 contains 178031 members 
Mstep: Class 14 contains 157845 members 
Mstep: Class 16 contains 106702 members 
Mstep: Class 18 contains 10106 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82648 members 
Mstep: Class 21 contains 2167 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89807 members 
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Iteration 123Q: 21 clusters Score -1.470406e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26211 members 
Mstep: Class 3 contains 30372 members 
Mstep: Class 4 contains 158593 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57600 members 
Mstep: Class 10 contains 17459 members 
Mstep: Class 11 contains 40881 members 
Mstep: Class 12 contains 92049 members 
Mstep: Class 13 contains 178165 members 
Mstep: Class 14 contains 157891 members 
Mstep: Class 16 contains 106752 members 
Mstep: Class 18 contains 10089 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82683 members 
Mstep: Class 21 contains 2168 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89830 members 
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Iteration 124Q: 21 clusters Score -1.470406e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26244 members 
Mstep: Class 3 contains 29972 members 
Mstep: Class 4 contains 158644 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57604 members 
Mstep: Class 10 contains 17458 members 
Mstep: Class 11 contains 40945 members 
Mstep: Class 12 contains 92002 members 
Mstep: Class 13 contains 178288 members 
Mstep: Class 14 contains 157941 members 
Mstep: Class 16 contains 106810 members 
Mstep: Class 18 contains 10082 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82728 members 
Mstep: Class 21 contains 2168 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 89857 members 
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Iteration 125Q: 21 clusters Score -1.470408e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26268 members 
Mstep: Class 3 contains 29620 members 
Mstep: Class 4 contains 158717 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57610 members 
Mstep: Class 10 contains 17452 members 
Mstep: Class 11 contains 41005 members 
Mstep: Class 12 contains 91980 members 
Mstep: Class 13 contains 178389 members 
Mstep: Class 14 contains 157946 members 
Mstep: Class 16 contains 106863 members 
Mstep: Class 18 contains 10077 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82770 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 89876 members 
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Iteration 126Q: 21 clusters Score -1.470411e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26294 members 
Mstep: Class 3 contains 29280 members 
Mstep: Class 4 contains 158817 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57597 members 
Mstep: Class 10 contains 17436 members 
Mstep: Class 11 contains 41077 members 
Mstep: Class 12 contains 91950 members 
Mstep: Class 13 contains 178497 members 
Mstep: Class 14 contains 157930 members 
Mstep: Class 16 contains 106908 members 
Mstep: Class 18 contains 10069 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82809 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 89907 members 
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Iteration 127Q: 21 clusters Score -1.470408e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26326 members 
Mstep: Class 3 contains 28981 members 
Mstep: Class 4 contains 158888 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57592 members 
Mstep: Class 10 contains 17432 members 
Mstep: Class 11 contains 41120 members 
Mstep: Class 12 contains 91902 members 
Mstep: Class 13 contains 178586 members 
Mstep: Class 14 contains 157961 members 
Mstep: Class 16 contains 106955 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82834 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 89926 members 
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Iteration 128Q: 21 clusters Score -1.470406e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26352 members 
Mstep: Class 3 contains 28726 members 
Mstep: Class 4 contains 158948 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57604 members 
Mstep: Class 10 contains 17441 members 
Mstep: Class 11 contains 41161 members 
Mstep: Class 12 contains 91839 members 
Mstep: Class 13 contains 178648 members 
Mstep: Class 14 contains 157971 members 
Mstep: Class 16 contains 106999 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82865 members 
Mstep: Class 21 contains 2173 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 89955 members 
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Iteration 129Q: 21 clusters Score -1.470405e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26373 members 
Mstep: Class 3 contains 28505 members 
Mstep: Class 4 contains 158971 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57621 members 
Mstep: Class 10 contains 17448 members 
Mstep: Class 11 contains 41195 members 
Mstep: Class 12 contains 91769 members 
Mstep: Class 13 contains 178728 members 
Mstep: Class 14 contains 157943 members 
Mstep: Class 16 contains 107066 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82892 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 89999 members 
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Iteration 130Q: 21 clusters Score -1.470404e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26406 members 
Mstep: Class 3 contains 28293 members 
Mstep: Class 4 contains 159011 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57639 members 
Mstep: Class 10 contains 17432 members 
Mstep: Class 11 contains 41228 members 
Mstep: Class 12 contains 91715 members 
Mstep: Class 13 contains 178777 members 
Mstep: Class 14 contains 157907 members 
Mstep: Class 16 contains 107138 members 
Mstep: Class 18 contains 10066 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82917 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90039 members 
Entering Unmasked Estep 
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Iteration 131Q: 21 clusters Score -1.470404e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26441 members 
Mstep: Class 3 contains 28051 members 
Mstep: Class 4 contains 159045 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57650 members 
Mstep: Class 10 contains 17436 members 
Mstep: Class 11 contains 41247 members 
Mstep: Class 12 contains 91662 members 
Mstep: Class 13 contains 178882 members 
Mstep: Class 14 contains 157843 members 
Mstep: Class 16 contains 107217 members 
Mstep: Class 18 contains 10065 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82957 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90072 members 
Entering Unmasked Estep 
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Iteration 132Q: 21 clusters Score -1.470406e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26475 members 
Mstep: Class 3 contains 27824 members 
Mstep: Class 4 contains 159037 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57661 members 
Mstep: Class 10 contains 17444 members 
Mstep: Class 11 contains 41277 members 
Mstep: Class 12 contains 91612 members 
Mstep: Class 13 contains 178996 members 
Mstep: Class 14 contains 157798 members 
Mstep: Class 16 contains 107284 members 
Mstep: Class 18 contains 10065 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 82986 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90107 members 
Entering Unmasked Estep 
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Iteration 133Q: 21 clusters Score -1.470403e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26509 members 
Mstep: Class 3 contains 27600 members 
Mstep: Class 4 contains 159048 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57657 members 
Mstep: Class 10 contains 17452 members 
Mstep: Class 11 contains 41308 members 
Mstep: Class 12 contains 91569 members 
Mstep: Class 13 contains 179122 members 
Mstep: Class 14 contains 157776 members 
Mstep: Class 16 contains 107326 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83020 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90119 members 
Entering Unmasked Estep 
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Iteration 134Q: 21 clusters Score -1.470404e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26536 members 
Mstep: Class 3 contains 27376 members 
Mstep: Class 4 contains 159056 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57644 members 
Mstep: Class 10 contains 17452 members 
Mstep: Class 11 contains 41338 members 
Mstep: Class 12 contains 91542 members 
Mstep: Class 13 contains 179229 members 
Mstep: Class 14 contains 157775 members 
Mstep: Class 16 contains 107373 members 
Mstep: Class 18 contains 10050 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83052 members 
Mstep: Class 21 contains 2177 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90142 members 
Entering Unmasked Estep 
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Iteration 135Q: 21 clusters Score -1.470405e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26568 members 
Mstep: Class 3 contains 27153 members 
Mstep: Class 4 contains 159050 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57643 members 
Mstep: Class 10 contains 17455 members 
Mstep: Class 11 contains 41377 members 
Mstep: Class 12 contains 91521 members 
Mstep: Class 13 contains 179315 members 
Mstep: Class 14 contains 157762 members 
Mstep: Class 16 contains 107426 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83086 members 
Mstep: Class 21 contains 2178 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90160 members 
Entering Unmasked Estep 
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Iteration 136Q: 21 clusters Score -1.470404e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26593 members 
Mstep: Class 3 contains 26935 members 
Mstep: Class 4 contains 159018 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57646 members 
Mstep: Class 10 contains 17452 members 
Mstep: Class 11 contains 41413 members 
Mstep: Class 12 contains 91509 members 
Mstep: Class 13 contains 179409 members 
Mstep: Class 14 contains 157783 members 
Mstep: Class 16 contains 107468 members 
Mstep: Class 18 contains 10040 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83116 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90180 members 
Entering Unmasked Estep 
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Iteration 137Q: 21 clusters Score -1.470403e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26614 members 
Mstep: Class 3 contains 26743 members 
Mstep: Class 4 contains 158970 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57638 members 
Mstep: Class 10 contains 17457 members 
Mstep: Class 11 contains 41451 members 
Mstep: Class 12 contains 91495 members 
Mstep: Class 13 contains 179494 members 
Mstep: Class 14 contains 157831 members 
Mstep: Class 16 contains 107490 members 
Mstep: Class 18 contains 10036 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83146 members 
Mstep: Class 21 contains 2181 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90195 members 
Entering Unmasked Estep 
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Iteration 138Q: 21 clusters Score -1.4704e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26637 members 
Mstep: Class 3 contains 26579 members 
Mstep: Class 4 contains 158932 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17460 members 
Mstep: Class 11 contains 41477 members 
Mstep: Class 12 contains 91465 members 
Mstep: Class 13 contains 179562 members 
Mstep: Class 14 contains 157909 members 
Mstep: Class 16 contains 107511 members 
Mstep: Class 18 contains 10033 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83164 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90197 members 
Entering Unmasked Estep 
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Iteration 139Q: 21 clusters Score -1.470402e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 1850 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26671 members 
Mstep: Class 3 contains 26432 members 
Mstep: Class 4 contains 158886 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 9 contains 57625 members 
Mstep: Class 10 contains 17468 members 
Mstep: Class 11 contains 41515 members 
Mstep: Class 12 contains 91429 members 
Mstep: Class 13 contains 179601 members 
Mstep: Class 14 contains 157971 members 
Mstep: Class 16 contains 107540 members 
Mstep: Class 18 contains 10038 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83178 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90204 members 
Entering Unmasked Estep 
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Iteration 140F: 21 clusters Score -1.470405e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26695 members 
Mstep: Class 3 contains 26293 members 
Mstep: Class 4 contains 158798 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57617 members 
Mstep: Class 10 contains 17462 members 
Mstep: Class 11 contains 41560 members 
Mstep: Class 12 contains 91402 members 
Mstep: Class 13 contains 179650 members 
Mstep: Class 14 contains 158039 members 
Mstep: Class 16 contains 107567 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83205 members 
Mstep: Class 21 contains 2186 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90225 members 
Entering Unmasked Estep 
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Iteration 141Q: 21 clusters Score -1.470408e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26722 members 
Mstep: Class 3 contains 26176 members 
Mstep: Class 4 contains 158694 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57615 members 
Mstep: Class 10 contains 17460 members 
Mstep: Class 11 contains 41587 members 
Mstep: Class 12 contains 91372 members 
Mstep: Class 13 contains 179687 members 
Mstep: Class 14 contains 158150 members 
Mstep: Class 16 contains 107586 members 
Mstep: Class 18 contains 10040 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83232 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90231 members 
Entering Unmasked Estep 
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Iteration 142Q: 21 clusters Score -1.470406e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26747 members 
Mstep: Class 3 contains 26078 members 
Mstep: Class 4 contains 158570 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57605 members 
Mstep: Class 10 contains 17458 members 
Mstep: Class 11 contains 41610 members 
Mstep: Class 12 contains 91351 members 
Mstep: Class 13 contains 179732 members 
Mstep: Class 14 contains 158271 members 
Mstep: Class 16 contains 107598 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83247 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90241 members 
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Iteration 143Q: 21 clusters Score -1.470406e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26765 members 
Mstep: Class 3 contains 25967 members 
Mstep: Class 4 contains 158508 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57596 members 
Mstep: Class 10 contains 17457 members 
Mstep: Class 11 contains 41639 members 
Mstep: Class 12 contains 91315 members 
Mstep: Class 13 contains 179767 members 
Mstep: Class 14 contains 158379 members 
Mstep: Class 16 contains 107614 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83264 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90237 members 
Entering Unmasked Estep 
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Iteration 144Q: 21 clusters Score -1.470408e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26791 members 
Mstep: Class 3 contains 25863 members 
Mstep: Class 4 contains 158434 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57590 members 
Mstep: Class 10 contains 17460 members 
Mstep: Class 11 contains 41677 members 
Mstep: Class 12 contains 91289 members 
Mstep: Class 13 contains 179798 members 
Mstep: Class 14 contains 158484 members 
Mstep: Class 16 contains 107621 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83270 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040352.000000 Penalty: 68805.593750
Iteration 145Q: 21 clusters Score -1.470404e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26826 members 
Mstep: Class 3 contains 25775 members 
Mstep: Class 4 contains 158372 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57603 members 
Mstep: Class 10 contains 17461 members 
Mstep: Class 11 contains 41709 members 
Mstep: Class 12 contains 91250 members 
Mstep: Class 13 contains 179820 members 
Mstep: Class 14 contains 158573 members 
Mstep: Class 16 contains 107634 members 
Mstep: Class 18 contains 10045 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83267 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040624.000000 Penalty: 68805.593750
Iteration 146Q: 21 clusters Score -1.470406e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26852 members 
Mstep: Class 3 contains 25687 members 
Mstep: Class 4 contains 158312 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57602 members 
Mstep: Class 10 contains 17459 members 
Mstep: Class 11 contains 41744 members 
Mstep: Class 12 contains 91227 members 
Mstep: Class 13 contains 179816 members 
Mstep: Class 14 contains 158665 members 
Mstep: Class 16 contains 107648 members 
Mstep: Class 18 contains 10044 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83274 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041072.000000 Penalty: 68805.593750
Iteration 147Q: 21 clusters Score -1.470411e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26875 members 
Mstep: Class 3 contains 25603 members 
Mstep: Class 4 contains 158261 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57604 members 
Mstep: Class 10 contains 17456 members 
Mstep: Class 11 contains 41785 members 
Mstep: Class 12 contains 91204 members 
Mstep: Class 13 contains 179825 members 
Mstep: Class 14 contains 158755 members 
Mstep: Class 16 contains 107634 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83280 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040928.000000 Penalty: 68805.593750
Iteration 148Q: 21 clusters Score -1.470409e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26887 members 
Mstep: Class 3 contains 25537 members 
Mstep: Class 4 contains 158245 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57602 members 
Mstep: Class 10 contains 17454 members 
Mstep: Class 11 contains 41812 members 
Mstep: Class 12 contains 91173 members 
Mstep: Class 13 contains 179847 members 
Mstep: Class 14 contains 158825 members 
Mstep: Class 16 contains 107641 members 
Mstep: Class 18 contains 10029 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83284 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040800.000000 Penalty: 68805.593750
Iteration 149Q: 21 clusters Score -1.470408e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26897 members 
Mstep: Class 3 contains 25465 members 
Mstep: Class 4 contains 158205 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57604 members 
Mstep: Class 10 contains 17449 members 
Mstep: Class 11 contains 41835 members 
Mstep: Class 12 contains 91145 members 
Mstep: Class 13 contains 179884 members 
Mstep: Class 14 contains 158897 members 
Mstep: Class 16 contains 107643 members 
Mstep: Class 18 contains 10022 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83302 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040640.000000 Penalty: 68805.593750
Iteration 150Q: 21 clusters Score -1.470406e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26912 members 
Mstep: Class 3 contains 25399 members 
Mstep: Class 4 contains 158159 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57600 members 
Mstep: Class 10 contains 17441 members 
Mstep: Class 11 contains 41848 members 
Mstep: Class 12 contains 91128 members 
Mstep: Class 13 contains 179908 members 
Mstep: Class 14 contains 158989 members 
Mstep: Class 16 contains 107642 members 
Mstep: Class 18 contains 10018 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83312 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040768.000000 Penalty: 68805.593750
Iteration 151Q: 21 clusters Score -1.470408e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26925 members 
Mstep: Class 3 contains 25331 members 
Mstep: Class 4 contains 158136 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57608 members 
Mstep: Class 10 contains 17431 members 
Mstep: Class 11 contains 41863 members 
Mstep: Class 12 contains 91114 members 
Mstep: Class 13 contains 179938 members 
Mstep: Class 14 contains 159036 members 
Mstep: Class 16 contains 107640 members 
Mstep: Class 18 contains 10010 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83335 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040672.000000 Penalty: 68805.593750
Iteration 152Q: 21 clusters Score -1.470407e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26931 members 
Mstep: Class 3 contains 25273 members 
Mstep: Class 4 contains 158130 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57612 members 
Mstep: Class 10 contains 17423 members 
Mstep: Class 11 contains 41873 members 
Mstep: Class 12 contains 91092 members 
Mstep: Class 13 contains 179954 members 
Mstep: Class 14 contains 159091 members 
Mstep: Class 16 contains 107651 members 
Mstep: Class 18 contains 10000 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83337 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040544.000000 Penalty: 68805.593750
Iteration 153Q: 21 clusters Score -1.470405e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26935 members 
Mstep: Class 3 contains 25219 members 
Mstep: Class 4 contains 158155 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57619 members 
Mstep: Class 10 contains 17419 members 
Mstep: Class 11 contains 41887 members 
Mstep: Class 12 contains 91053 members 
Mstep: Class 13 contains 179971 members 
Mstep: Class 14 contains 159143 members 
Mstep: Class 16 contains 107650 members 
Mstep: Class 18 contains 9990 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83335 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040688.000000 Penalty: 68805.593750
Iteration 154Q: 21 clusters Score -1.470407e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26936 members 
Mstep: Class 3 contains 25175 members 
Mstep: Class 4 contains 158164 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57625 members 
Mstep: Class 10 contains 17422 members 
Mstep: Class 11 contains 41901 members 
Mstep: Class 12 contains 91006 members 
Mstep: Class 13 contains 179994 members 
Mstep: Class 14 contains 159157 members 
Mstep: Class 16 contains 107657 members 
Mstep: Class 18 contains 9992 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83346 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040896.000000 Penalty: 68805.593750
Iteration 155Q: 21 clusters Score -1.470409e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26939 members 
Mstep: Class 3 contains 25137 members 
Mstep: Class 4 contains 158221 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57638 members 
Mstep: Class 10 contains 17423 members 
Mstep: Class 11 contains 41905 members 
Mstep: Class 12 contains 90969 members 
Mstep: Class 13 contains 180010 members 
Mstep: Class 14 contains 159148 members 
Mstep: Class 16 contains 107649 members 
Mstep: Class 18 contains 9988 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83354 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040816.000000 Penalty: 68805.593750
Iteration 156Q: 21 clusters Score -1.470408e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26941 members 
Mstep: Class 3 contains 25105 members 
Mstep: Class 4 contains 158279 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57647 members 
Mstep: Class 10 contains 17421 members 
Mstep: Class 11 contains 41904 members 
Mstep: Class 12 contains 90943 members 
Mstep: Class 13 contains 180021 members 
Mstep: Class 14 contains 159155 members 
Mstep: Class 16 contains 107631 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83359 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 157Q: 21 clusters Score -1.470409e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26945 members 
Mstep: Class 3 contains 25067 members 
Mstep: Class 4 contains 158320 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57650 members 
Mstep: Class 10 contains 17413 members 
Mstep: Class 11 contains 41914 members 
Mstep: Class 12 contains 90945 members 
Mstep: Class 13 contains 180025 members 
Mstep: Class 14 contains 159143 members 
Mstep: Class 16 contains 107627 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83365 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040736.000000 Penalty: 68805.593750
Iteration 158Q: 21 clusters Score -1.470407e+08 nChanged 526
Entering ConstructFrom: 
Score: -147040736.000000 Penalty: 68805.593750
Entering ConstructFrom: 
Trying to split cluster 1 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -154081.140625 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -154081.1 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 569 members 
Entering Unmasked Estep 
Score: -152068.156250 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -152068.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -152431.390625 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -152431.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -152532.187500 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -152532.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -152578.984375 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -152579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -152615.484375 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -152615.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -152638.609375 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -152638.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -152659.562500 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -152659.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -152675.187500 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -152675.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -152687.921875 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -152687.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -152704.218750 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -152704.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -152726.578125 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -152726.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -152745.859375 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -152745.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -152774.421875 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -152774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -152790.125000 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -152790.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -152802.796875 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -152802.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -152821.109375 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -152821.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -152837.765625 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -152837.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -152860.421875 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -152860.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -152884.796875 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -152884.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -152910.968750 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -152911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -152924.437500 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -152924.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -152944.328125 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -152944.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -152958.703125 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -152958.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -152977.875000 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -152977.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -152993.921875 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -152993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -153004.468750 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -153004.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -153016.359375 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -153016.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -153030.859375 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -153030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -153049.125000 Penalty: 3477.114746
	Iteration 28Q: 3 clusters Score -153049.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -153069.671875 Penalty: 3477.114746
	Iteration 29Q: 3 clusters Score -153069.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -153083.062500 Penalty: 3477.114746
	Iteration 30Q: 3 clusters Score -153083.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -153089.890625 Penalty: 3477.114746
	Iteration 31Q: 3 clusters Score -153089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -153097.078125 Penalty: 3477.114746
	Iteration 32Q: 3 clusters Score -153097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -153103.218750 Penalty: 3477.114746
	Iteration 33Q: 3 clusters Score -153103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -153108.093750 Penalty: 3477.114746
	Iteration 34Q: 3 clusters Score -153108.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -153111.140625 Penalty: 3477.114746
	Iteration 35Q: 3 clusters Score -153111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -153114.171875 Penalty: 3477.114746
	Iteration 36Q: 3 clusters Score -153114.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -153116.265625 Penalty: 3477.114746
	Iteration 37Q: 3 clusters Score -153116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -153117.015625 Penalty: 3477.114746
	Iteration 38Q: 3 clusters Score -153117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -153117.015625 Penalty: 3477.114746
	Iteration 39F: 3 clusters Score -153117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Entering Unmasked Estep 
Score: -3840039.750000 Penalty: 2530.003662
	Iteration 0F: 2 clusters Score -3840040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3821481.250000 Penalty: 5060.007324
	Iteration 0F: 3 clusters Score -3821481 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3828243.000000 Penalty: 5060.007324
	Iteration 1F: 3 clusters Score -3828243 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3828926.750000 Penalty: 5060.007324
	Iteration 2F: 3 clusters Score -3828927 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3829687.250000 Penalty: 5060.007324
	Iteration 3F: 3 clusters Score -3829687 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3830379.750000 Penalty: 5060.007324
	Iteration 4F: 3 clusters Score -3830380 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3831118.000000 Penalty: 5060.007324
	Iteration 5F: 3 clusters Score -3831118 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3832016.250000 Penalty: 5060.007324
	Iteration 6F: 3 clusters Score -3832016 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3833001.000000 Penalty: 5060.007324
	Iteration 7F: 3 clusters Score -3833001 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3834041.500000 Penalty: 5060.007324
	Iteration 8F: 3 clusters Score -3834042 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3834923.000000 Penalty: 5060.007324
	Iteration 9F: 3 clusters Score -3834923 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3835471.500000 Penalty: 5060.007324
	Iteration 10Q: 3 clusters Score -3835472 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3835758.750000 Penalty: 5060.007324
	Iteration 11Q: 3 clusters Score -3835759 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3835920.000000 Penalty: 5060.007324
	Iteration 12Q: 3 clusters Score -3835920 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3836102.500000 Penalty: 5060.007324
	Iteration 13Q: 3 clusters Score -3836102 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3836227.250000 Penalty: 5060.007324
	Iteration 14Q: 3 clusters Score -3836227 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -3836370.000000 Penalty: 5060.007324
	Iteration 15Q: 3 clusters Score -3836370 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3836526.500000 Penalty: 5060.007324
	Iteration 16Q: 3 clusters Score -3836526 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -3836681.750000 Penalty: 5060.007324
	Iteration 17Q: 3 clusters Score -3836682 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3836831.500000 Penalty: 5060.007324
	Iteration 18Q: 3 clusters Score -3836832 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3836978.250000 Penalty: 5060.007324
	Iteration 19Q: 3 clusters Score -3836978 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3837107.750000 Penalty: 5060.007324
	Iteration 20F: 3 clusters Score -3837108 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -3837203.500000 Penalty: 5060.007324
	Iteration 21Q: 3 clusters Score -3837204 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3837299.750000 Penalty: 5060.007324
	Iteration 22Q: 3 clusters Score -3837300 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3837421.500000 Penalty: 5060.007324
	Iteration 23Q: 3 clusters Score -3837422 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3837518.750000 Penalty: 5060.007324
	Iteration 24Q: 3 clusters Score -3837519 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3837604.750000 Penalty: 5060.007324
	Iteration 25Q: 3 clusters Score -3837605 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3837707.250000 Penalty: 5060.007324
	Iteration 26Q: 3 clusters Score -3837707 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3837800.000000 Penalty: 5060.007324
	Iteration 27Q: 3 clusters Score -3837800 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3837866.000000 Penalty: 5060.007324
	Iteration 28Q: 3 clusters Score -3837866 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3837927.250000 Penalty: 5060.007324
	Iteration 29Q: 3 clusters Score -3837927 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3837982.250000 Penalty: 5060.007324
	Iteration 30Q: 3 clusters Score -3837982 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3838030.750000 Penalty: 5060.007324
	Iteration 31Q: 3 clusters Score -3838031 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3838075.500000 Penalty: 5060.007324
	Iteration 32Q: 3 clusters Score -3838076 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3838102.000000 Penalty: 5060.007324
	Iteration 33Q: 3 clusters Score -3838102 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3838130.250000 Penalty: 5060.007324
	Iteration 34Q: 3 clusters Score -3838130 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3838155.000000 Penalty: 5060.007324
	Iteration 35Q: 3 clusters Score -3838155 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3838182.000000 Penalty: 5060.007324
	Iteration 36Q: 3 clusters Score -3838182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3838221.000000 Penalty: 5060.007324
	Iteration 37Q: 3 clusters Score -3838221 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3838252.250000 Penalty: 5060.007324
	Iteration 38Q: 3 clusters Score -3838252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3838273.750000 Penalty: 5060.007324
	Iteration 39Q: 3 clusters Score -3838274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3838285.000000 Penalty: 5060.007324
	Iteration 40F: 3 clusters Score -3838285 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3838298.750000 Penalty: 5060.007324
	Iteration 41Q: 3 clusters Score -3838299 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3838320.250000 Penalty: 5060.007324
	Iteration 42Q: 3 clusters Score -3838320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3838326.250000 Penalty: 5060.007324
	Iteration 43Q: 3 clusters Score -3838326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3838333.500000 Penalty: 5060.007324
	Iteration 44Q: 3 clusters Score -3838334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3838330.750000 Penalty: 5060.007324
	Iteration 45Q: 3 clusters Score -3838331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3838338.250000 Penalty: 5060.007324
	Iteration 46Q: 3 clusters Score -3838338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3838355.500000 Penalty: 5060.007324
	Iteration 47Q: 3 clusters Score -3838356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3838359.000000 Penalty: 5060.007324
	Iteration 48Q: 3 clusters Score -3838359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3838362.250000 Penalty: 5060.007324
	Iteration 49Q: 3 clusters Score -3838362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3838364.000000 Penalty: 5060.007324
	Iteration 50Q: 3 clusters Score -3838364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3838375.750000 Penalty: 5060.007324
	Iteration 51Q: 3 clusters Score -3838376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3838388.500000 Penalty: 5060.007324
	Iteration 52Q: 3 clusters Score -3838388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3838388.000000 Penalty: 5060.007324
	Iteration 53Q: 3 clusters Score -3838388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -3838401.000000 Penalty: 5060.007324
	Iteration 54Q: 3 clusters Score -3838401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3838417.500000 Penalty: 5060.007324
	Iteration 55Q: 3 clusters Score -3838418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3838425.000000 Penalty: 5060.007324
	Iteration 56Q: 3 clusters Score -3838425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3838423.000000 Penalty: 5060.007324
	Iteration 57Q: 3 clusters Score -3838423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3838427.750000 Penalty: 5060.007324
	Iteration 58Q: 3 clusters Score -3838428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3838436.000000 Penalty: 5060.007324
	Iteration 59Q: 3 clusters Score -3838436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3838435.250000 Penalty: 5060.007324
	Iteration 60F: 3 clusters Score -3838435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3838440.250000 Penalty: 5060.007324
	Iteration 61Q: 3 clusters Score -3838440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3838442.750000 Penalty: 5060.007324
	Iteration 62Q: 3 clusters Score -3838443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3838440.750000 Penalty: 5060.007324
	Iteration 63Q: 3 clusters Score -3838441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3838438.500000 Penalty: 5060.007324
	Iteration 64Q: 3 clusters Score -3838438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3838450.000000 Penalty: 5060.007324
	Iteration 65Q: 3 clusters Score -3838450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3838450.750000 Penalty: 5060.007324
	Iteration 66Q: 3 clusters Score -3838451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3838450.000000 Penalty: 5060.007324
	Iteration 67Q: 3 clusters Score -3838450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3838455.750000 Penalty: 5060.007324
	Iteration 68Q: 3 clusters Score -3838456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3838449.000000 Penalty: 5060.007324
	Iteration 69Q: 3 clusters Score -3838449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3838456.000000 Penalty: 5060.007324
	Iteration 70Q: 3 clusters Score -3838456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3838452.750000 Penalty: 5060.007324
	Iteration 71Q: 3 clusters Score -3838453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3838453.250000 Penalty: 5060.007324
	Iteration 72Q: 3 clusters Score -3838453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -3838456.000000 Penalty: 5060.007324
	Iteration 73Q: 3 clusters Score -3838456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -3838455.750000 Penalty: 5060.007324
	Iteration 74Q: 3 clusters Score -3838456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3838454.250000 Penalty: 5060.007324
	Iteration 75Q: 3 clusters Score -3838454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3838454.250000 Penalty: 5060.007324
	Iteration 76F: 3 clusters Score -3838454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Entering Unmasked Estep 
Score: -3563456.000000 Penalty: 2511.811035
	Iteration 0F: 2 clusters Score -3563456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3546161.000000 Penalty: 5023.622070
	Iteration 0F: 3 clusters Score -3546161 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3552137.000000 Penalty: 5023.622070
	Iteration 1F: 3 clusters Score -3552137 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3552523.000000 Penalty: 5023.622070
	Iteration 2Q: 3 clusters Score -3552523 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3552878.500000 Penalty: 5023.622070
	Iteration 3Q: 3 clusters Score -3552878 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3553257.000000 Penalty: 5023.622070
	Iteration 4Q: 3 clusters Score -3553257 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3553776.750000 Penalty: 5023.622070
	Iteration 5Q: 3 clusters Score -3553777 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3554540.500000 Penalty: 5023.622070
	Iteration 6Q: 3 clusters Score -3554540 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3555568.250000 Penalty: 5023.622070
	Iteration 7F: 3 clusters Score -3555568 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3556817.750000 Penalty: 5023.622070
	Iteration 8F: 3 clusters Score -3556818 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3558136.500000 Penalty: 5023.622070
	Iteration 9F: 3 clusters Score -3558136 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3559270.500000 Penalty: 5023.622070
	Iteration 10F: 3 clusters Score -3559270 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3560009.750000 Penalty: 5023.622070
	Iteration 11Q: 3 clusters Score -3560010 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3560493.000000 Penalty: 5023.622070
	Iteration 12Q: 3 clusters Score -3560493 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3560774.750000 Penalty: 5023.622070
	Iteration 13Q: 3 clusters Score -3560775 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -3560999.500000 Penalty: 5023.622070
	Iteration 14Q: 3 clusters Score -3561000 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3561188.250000 Penalty: 5023.622070
	Iteration 15Q: 3 clusters Score -3561188 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3561299.250000 Penalty: 5023.622070
	Iteration 16Q: 3 clusters Score -3561299 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3561418.500000 Penalty: 5023.622070
	Iteration 17Q: 3 clusters Score -3561418 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3561497.250000 Penalty: 5023.622070
	Iteration 18Q: 3 clusters Score -3561497 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3561566.750000 Penalty: 5023.622070
	Iteration 19Q: 3 clusters Score -3561567 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3561621.500000 Penalty: 5023.622070
	Iteration 20F: 3 clusters Score -3561622 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -3561652.000000 Penalty: 5023.622070
	Iteration 21Q: 3 clusters Score -3561652 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3561677.500000 Penalty: 5023.622070
	Iteration 22Q: 3 clusters Score -3561678 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3561710.000000 Penalty: 5023.622070
	Iteration 23Q: 3 clusters Score -3561710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3561734.250000 Penalty: 5023.622070
	Iteration 24Q: 3 clusters Score -3561734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3561745.250000 Penalty: 5023.622070
	Iteration 25Q: 3 clusters Score -3561745 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -3561773.000000 Penalty: 5023.622070
	Iteration 26Q: 3 clusters Score -3561773 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3561804.500000 Penalty: 5023.622070
	Iteration 27Q: 3 clusters Score -3561804 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3561815.750000 Penalty: 5023.622070
	Iteration 28Q: 3 clusters Score -3561816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3561836.250000 Penalty: 5023.622070
	Iteration 29Q: 3 clusters Score -3561836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3561835.000000 Penalty: 5023.622070
	Iteration 30Q: 3 clusters Score -3561835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3561861.000000 Penalty: 5023.622070
	Iteration 31Q: 3 clusters Score -3561861 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3561864.750000 Penalty: 5023.622070
	Iteration 32Q: 3 clusters Score -3561865 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3561875.000000 Penalty: 5023.622070
	Iteration 33Q: 3 clusters Score -3561875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3561878.000000 Penalty: 5023.622070
	Iteration 34Q: 3 clusters Score -3561878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3561877.750000 Penalty: 5023.622070
	Iteration 35Q: 3 clusters Score -3561878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3561890.250000 Penalty: 5023.622070
	Iteration 36Q: 3 clusters Score -3561890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3561900.750000 Penalty: 5023.622070
	Iteration 37Q: 3 clusters Score -3561901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3561899.500000 Penalty: 5023.622070
	Iteration 38Q: 3 clusters Score -3561900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3561903.500000 Penalty: 5023.622070
	Iteration 39Q: 3 clusters Score -3561904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3561908.000000 Penalty: 5023.622070
	Iteration 40F: 3 clusters Score -3561908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3561913.750000 Penalty: 5023.622070
	Iteration 41Q: 3 clusters Score -3561914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3561922.000000 Penalty: 5023.622070
	Iteration 42Q: 3 clusters Score -3561922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3561921.750000 Penalty: 5023.622070
	Iteration 43Q: 3 clusters Score -3561922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3561923.000000 Penalty: 5023.622070
	Iteration 44Q: 3 clusters Score -3561923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3561922.250000 Penalty: 5023.622070
	Iteration 45Q: 3 clusters Score -3561922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3561930.000000 Penalty: 5023.622070
	Iteration 46Q: 3 clusters Score -3561930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3561932.250000 Penalty: 5023.622070
	Iteration 47Q: 3 clusters Score -3561932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3561943.000000 Penalty: 5023.622070
	Iteration 48Q: 3 clusters Score -3561943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3561951.750000 Penalty: 5023.622070
	Iteration 49Q: 3 clusters Score -3561952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3561953.250000 Penalty: 5023.622070
	Iteration 50Q: 3 clusters Score -3561953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3561951.750000 Penalty: 5023.622070
	Iteration 51Q: 3 clusters Score -3561952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3561954.750000 Penalty: 5023.622070
	Iteration 52Q: 3 clusters Score -3561955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3561959.250000 Penalty: 5023.622070
	Iteration 53Q: 3 clusters Score -3561959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3561960.750000 Penalty: 5023.622070
	Iteration 54Q: 3 clusters Score -3561961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3561957.500000 Penalty: 5023.622070
	Iteration 55Q: 3 clusters Score -3561958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -3561971.250000 Penalty: 5023.622070
	Iteration 56Q: 3 clusters Score -3561971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3561971.000000 Penalty: 5023.622070
	Iteration 57Q: 3 clusters Score -3561971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3561971.750000 Penalty: 5023.622070
	Iteration 58Q: 3 clusters Score -3561972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3561977.250000 Penalty: 5023.622070
	Iteration 59Q: 3 clusters Score -3561977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3561977.750000 Penalty: 5023.622070
	Iteration 60F: 3 clusters Score -3561978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3561973.500000 Penalty: 5023.622070
	Iteration 61Q: 3 clusters Score -3561974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3561975.500000 Penalty: 5023.622070
	Iteration 62Q: 3 clusters Score -3561976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3561971.750000 Penalty: 5023.622070
	Iteration 63Q: 3 clusters Score -3561972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3561981.750000 Penalty: 5023.622070
	Iteration 64Q: 3 clusters Score -3561982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -3561979.500000 Penalty: 5023.622070
	Iteration 65Q: 3 clusters Score -3561980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3561978.250000 Penalty: 5023.622070
	Iteration 66Q: 3 clusters Score -3561978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3561978.000000 Penalty: 5023.622070
	Iteration 67Q: 3 clusters Score -3561978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3561978.500000 Penalty: 5023.622070
	Iteration 68Q: 3 clusters Score -3561978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3561975.250000 Penalty: 5023.622070
	Iteration 69Q: 3 clusters Score -3561975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3561980.500000 Penalty: 5023.622070
	Iteration 70Q: 3 clusters Score -3561980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3561981.250000 Penalty: 5023.622070
	Iteration 71Q: 3 clusters Score -3561981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3561982.750000 Penalty: 5023.622070
	Iteration 72Q: 3 clusters Score -3561983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3561985.500000 Penalty: 5023.622070
	Iteration 73Q: 3 clusters Score -3561986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3561985.750000 Penalty: 5023.622070
	Iteration 74Q: 3 clusters Score -3561986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3561981.500000 Penalty: 5023.622070
	Iteration 75Q: 3 clusters Score -3561982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3561985.750000 Penalty: 5023.622070
	Iteration 76Q: 3 clusters Score -3561986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3561982.500000 Penalty: 5023.622070
	Iteration 77Q: 3 clusters Score -3561982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3561986.750000 Penalty: 5023.622070
	Iteration 78Q: 3 clusters Score -3561987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3561991.000000 Penalty: 5023.622070
	Iteration 79Q: 3 clusters Score -3561991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3561985.250000 Penalty: 5023.622070
	Iteration 80F: 3 clusters Score -3561985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158363 members 
Entering Unmasked Estep 
Score: -22212608.000000 Penalty: 2969.215820
	Iteration 0F: 2 clusters Score -2.221261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -22109506.000000 Penalty: 5938.431641
	Iteration 0F: 3 clusters Score -2.210951e+07 nChanged 75534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -22153406.000000 Penalty: 5938.431641
	Iteration 1F: 3 clusters Score -2.215341e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -22154648.000000 Penalty: 5938.431641
	Iteration 2Q: 3 clusters Score -2.215465e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -22156288.000000 Penalty: 5938.431641
	Iteration 3Q: 3 clusters Score -2.215629e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -22158636.000000 Penalty: 5938.431641
	Iteration 4Q: 3 clusters Score -2.215864e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -22161948.000000 Penalty: 5938.431641
	Iteration 5Q: 3 clusters Score -2.216195e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100436 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -22166406.000000 Penalty: 5938.431641
	Iteration 6F: 3 clusters Score -2.216641e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108828 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -22172722.000000 Penalty: 5938.431641
	Iteration 7F: 3 clusters Score -2.217272e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118024 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -22180434.000000 Penalty: 5938.431641
	Iteration 8F: 3 clusters Score -2.218043e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126896 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -22187962.000000 Penalty: 5938.431641
	Iteration 9F: 3 clusters Score -2.218796e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134401 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -22194212.000000 Penalty: 5938.431641
	Iteration 10F: 3 clusters Score -2.219421e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140316 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -22199352.000000 Penalty: 5938.431641
	Iteration 11Q: 3 clusters Score -2.219935e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144783 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -22202898.000000 Penalty: 5938.431641
	Iteration 12Q: 3 clusters Score -2.22029e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148218 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -22205390.000000 Penalty: 5938.431641
	Iteration 13Q: 3 clusters Score -2.220539e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150725 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -22207058.000000 Penalty: 5938.431641
	Iteration 14Q: 3 clusters Score -2.220706e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152552 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -22208264.000000 Penalty: 5938.431641
	Iteration 15Q: 3 clusters Score -2.220826e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153910 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -22209198.000000 Penalty: 5938.431641
	Iteration 16Q: 3 clusters Score -2.22092e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154797 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -22209682.000000 Penalty: 5938.431641
	Iteration 17Q: 3 clusters Score -2.220968e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155403 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -22210096.000000 Penalty: 5938.431641
	Iteration 18Q: 3 clusters Score -2.22101e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155822 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -22210336.000000 Penalty: 5938.431641
	Iteration 19Q: 3 clusters Score -2.221034e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156101 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -22210448.000000 Penalty: 5938.431641
	Iteration 20F: 3 clusters Score -2.221045e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156273 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -22210538.000000 Penalty: 5938.431641
	Iteration 21Q: 3 clusters Score -2.221054e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156383 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -22210648.000000 Penalty: 5938.431641
	Iteration 22Q: 3 clusters Score -2.221065e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156498 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -22210672.000000 Penalty: 5938.431641
	Iteration 23Q: 3 clusters Score -2.221067e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156567 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -22210706.000000 Penalty: 5938.431641
	Iteration 24Q: 3 clusters Score -2.221071e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156624 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -22210676.000000 Penalty: 5938.431641
	Iteration 25Q: 3 clusters Score -2.221068e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156668 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -22210718.000000 Penalty: 5938.431641
	Iteration 26Q: 3 clusters Score -2.221072e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156684 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -22210788.000000 Penalty: 5938.431641
	Iteration 27Q: 3 clusters Score -2.221079e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156688 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22210808.000000 Penalty: 5938.431641
	Iteration 28Q: 3 clusters Score -2.221081e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156686 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -22210866.000000 Penalty: 5938.431641
	Iteration 29Q: 3 clusters Score -2.221087e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156675 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -22210924.000000 Penalty: 5938.431641
	Iteration 30Q: 3 clusters Score -2.221092e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156659 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -22210930.000000 Penalty: 5938.431641
	Iteration 31Q: 3 clusters Score -2.221093e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -22210934.000000 Penalty: 5938.431641
	Iteration 32Q: 3 clusters Score -2.221093e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156643 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -22210952.000000 Penalty: 5938.431641
	Iteration 33Q: 3 clusters Score -2.221095e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156633 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -22210974.000000 Penalty: 5938.431641
	Iteration 34Q: 3 clusters Score -2.221097e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156630 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -22211010.000000 Penalty: 5938.431641
	Iteration 35Q: 3 clusters Score -2.221101e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156624 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -22211050.000000 Penalty: 5938.431641
	Iteration 36Q: 3 clusters Score -2.221105e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156618 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -22211052.000000 Penalty: 5938.431641
	Iteration 37Q: 3 clusters Score -2.221105e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156612 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -22211054.000000 Penalty: 5938.431641
	Iteration 38Q: 3 clusters Score -2.221105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156613 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -22211048.000000 Penalty: 5938.431641
	Iteration 39Q: 3 clusters Score -2.221105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156619 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -22211082.000000 Penalty: 5938.431641
	Iteration 40F: 3 clusters Score -2.221108e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156605 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -22211100.000000 Penalty: 5938.431641
	Iteration 41Q: 3 clusters Score -2.22111e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156592 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -22211102.000000 Penalty: 5938.431641
	Iteration 42Q: 3 clusters Score -2.22111e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156587 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -22211124.000000 Penalty: 5938.431641
	Iteration 43Q: 3 clusters Score -2.221112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156587 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -22211132.000000 Penalty: 5938.431641
	Iteration 44Q: 3 clusters Score -2.221113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156584 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -22211142.000000 Penalty: 5938.431641
	Iteration 45Q: 3 clusters Score -2.221114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156582 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -22211146.000000 Penalty: 5938.431641
	Iteration 46Q: 3 clusters Score -2.221115e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156571 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -22211152.000000 Penalty: 5938.431641
	Iteration 47Q: 3 clusters Score -2.221115e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156558 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -22211190.000000 Penalty: 5938.431641
	Iteration 48Q: 3 clusters Score -2.221119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156549 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -22211202.000000 Penalty: 5938.431641
	Iteration 49Q: 3 clusters Score -2.22112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156546 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -22211188.000000 Penalty: 5938.431641
	Iteration 50Q: 3 clusters Score -2.221119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156540 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -22211194.000000 Penalty: 5938.431641
	Iteration 51Q: 3 clusters Score -2.221119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156538 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -22211188.000000 Penalty: 5938.431641
	Iteration 52Q: 3 clusters Score -2.221119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156532 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -22211180.000000 Penalty: 5938.431641
	Iteration 53Q: 3 clusters Score -2.221118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156527 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -22211184.000000 Penalty: 5938.431641
	Iteration 54Q: 3 clusters Score -2.221118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156526 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -22211190.000000 Penalty: 5938.431641
	Iteration 55Q: 3 clusters Score -2.221119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156524 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -22211182.000000 Penalty: 5938.431641
	Iteration 56Q: 3 clusters Score -2.221118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -22211182.000000 Penalty: 5938.431641
	Iteration 57Q: 3 clusters Score -2.221118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -22211184.000000 Penalty: 5938.431641
	Iteration 58Q: 3 clusters Score -2.221118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -22211184.000000 Penalty: 5938.431641
	Iteration 59F: 3 clusters Score -2.221118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51934.109375 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51934.11 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 215 members 
Entering Unmasked Estep 
Score: -50547.800781 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50547.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50819.007812 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50819.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51109.179688 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -51109.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51358.257812 Penalty: 3021.289795
	Iteration 3F: 3 clusters Score -51358.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51723.250000 Penalty: 3021.289795
	Iteration 4F: 3 clusters Score -51723.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51894.753906 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -51894.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51938.050781 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -51938.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51954.742188 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -51954.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51980.382812 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -51980.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52018.984375 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -52018.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52129.140625 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -52129.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52134.519531 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -52134.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52141.691406 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -52141.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52141.691406 Penalty: 3021.289795
	Iteration 13F: 3 clusters Score -52141.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 25041 members 
Mstep: Class 4 contains 158363 members 
Mstep: Class 5 contains 226 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 216 members 
Mstep: Class 9 contains 57646 members 
Mstep: Class 10 contains 17407 members 
Mstep: Class 11 contains 41921 members 
Mstep: Class 12 contains 90935 members 
Mstep: Class 13 contains 180030 members 
Mstep: Class 14 contains 159121 members 
Mstep: Class 16 contains 107614 members 
Mstep: Class 18 contains 9980 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83388 members 
Mstep: Class 21 contains 2193 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90155 members 
Entering Unmasked Estep 
Score: -147038848.000000 Penalty: 72245.875000
Splitting cluster 5 changes total score from -147040736.000000 to -147038848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -307814.625000 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -307814.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -305030.593750 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -305030.6 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -305586.218750 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -305586.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -305746.531250 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -305746.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -305837.406250 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -305837.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -305906.250000 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -305906.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -305942.937500 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -305942.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -305966.000000 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -305966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -305986.687500 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -305986.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -305996.875000 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -305996.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -306004.187500 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -306004.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -306013.187500 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -306013.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -306020.937500 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -306020.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -306027.343750 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -306027.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -306033.625000 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -306033.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -306039.781250 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -306039.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -306043.687500 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -306043.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -306048.500000 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -306048.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -306056.375000 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -306056.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -306064.531250 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -306064.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -306072.031250 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -306072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -306080.593750 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -306080.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -306089.062500 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -306089.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -306098.562500 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -306098.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -306107.875000 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -306107.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -306117.937500 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -306117.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -306128.750000 Penalty: 3820.019531
	Iteration 25Q: 3 clusters Score -306128.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -306138.562500 Penalty: 3820.019531
	Iteration 26Q: 3 clusters Score -306138.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -306143.031250 Penalty: 3820.019531
	Iteration 27Q: 3 clusters Score -306143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -306149.437500 Penalty: 3820.019531
	Iteration 28Q: 3 clusters Score -306149.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -306153.468750 Penalty: 3820.019531
	Iteration 29Q: 3 clusters Score -306153.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -306157.875000 Penalty: 3820.019531
	Iteration 30Q: 3 clusters Score -306157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -306160.093750 Penalty: 3820.019531
	Iteration 31Q: 3 clusters Score -306160.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -306165.187500 Penalty: 3820.019531
	Iteration 32Q: 3 clusters Score -306165.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -306169.156250 Penalty: 3820.019531
	Iteration 33Q: 3 clusters Score -306169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -306171.312500 Penalty: 3820.019531
	Iteration 34Q: 3 clusters Score -306171.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -306174.093750 Penalty: 3820.019531
	Iteration 35Q: 3 clusters Score -306174.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -306174.906250 Penalty: 3820.019531
	Iteration 36Q: 3 clusters Score -306174.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -306174.906250 Penalty: 3820.019531
	Iteration 37F: 3 clusters Score -306174.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -69981.257812 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -69981.26 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 273 members 
Entering Unmasked Estep 
Score: -68552.218750 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -68552.22 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68896.367188 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -68896.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69369.945312 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -69369.95 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69980.703125 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -69980.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -70578.523438 Penalty: 3143.065674
	Iteration 4F: 3 clusters Score -70578.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70780.945312 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -70780.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -70812.703125 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -70812.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -70820.320312 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -70820.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -70820.320312 Penalty: 3143.065674
	Iteration 8F: 3 clusters Score -70820.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 25041 members 
Mstep: Class 4 contains 158363 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 91 members 
Mstep: Class 8 contains 474 members 
Mstep: Class 9 contains 57646 members 
Mstep: Class 10 contains 17407 members 
Mstep: Class 11 contains 41921 members 
Mstep: Class 12 contains 90935 members 
Mstep: Class 13 contains 180030 members 
Mstep: Class 14 contains 159121 members 
Mstep: Class 16 contains 107614 members 
Mstep: Class 18 contains 9980 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83388 members 
Mstep: Class 21 contains 2193 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90155 members 
Entering Unmasked Estep 
Score: -147039552.000000 Penalty: 72245.875000
Splitting cluster 7 changes total score from -147040736.000000 to -147039552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (57646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Entering Unmasked Estep 
Score: -8227935.000000 Penalty: 2718.594971
	Iteration 0F: 2 clusters Score -8227935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -8189283.000000 Penalty: 5437.189941
	Iteration 0F: 3 clusters Score -8189283 nChanged 26827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -8204010.500000 Penalty: 5437.189941
	Iteration 1F: 3 clusters Score -8204010 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -8204631.500000 Penalty: 5437.189941
	Iteration 2Q: 3 clusters Score -8204632 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -8205345.000000 Penalty: 5437.189941
	Iteration 3Q: 3 clusters Score -8205345 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -8206279.000000 Penalty: 5437.189941
	Iteration 4Q: 3 clusters Score -8206279 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -8207727.000000 Penalty: 5437.189941
	Iteration 5F: 3 clusters Score -8207727 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -8210090.000000 Penalty: 5437.189941
	Iteration 6F: 3 clusters Score -8210090 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -8213399.500000 Penalty: 5437.189941
	Iteration 7F: 3 clusters Score -8213400 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -8217044.500000 Penalty: 5437.189941
	Iteration 8F: 3 clusters Score -8217044 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -8219973.000000 Penalty: 5437.189941
	Iteration 9F: 3 clusters Score -8219973 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -8221834.500000 Penalty: 5437.189941
	Iteration 10Q: 3 clusters Score -8221834 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -8222772.000000 Penalty: 5437.189941
	Iteration 11Q: 3 clusters Score -8222772 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -8223277.000000 Penalty: 5437.189941
	Iteration 12Q: 3 clusters Score -8223277 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -8223660.000000 Penalty: 5437.189941
	Iteration 13Q: 3 clusters Score -8223660 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -8223945.000000 Penalty: 5437.189941
	Iteration 14Q: 3 clusters Score -8223945 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -8224165.000000 Penalty: 5437.189941
	Iteration 15Q: 3 clusters Score -8224165 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -8224409.500000 Penalty: 5437.189941
	Iteration 16Q: 3 clusters Score -8224410 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -8224574.500000 Penalty: 5437.189941
	Iteration 17Q: 3 clusters Score -8224574 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -8224700.500000 Penalty: 5437.189941
	Iteration 18Q: 3 clusters Score -8224700 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -8224874.000000 Penalty: 5437.189941
	Iteration 19Q: 3 clusters Score -8224874 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -8225019.500000 Penalty: 5437.189941
	Iteration 20F: 3 clusters Score -8225020 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -8225138.500000 Penalty: 5437.189941
	Iteration 21Q: 3 clusters Score -8225138 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -8225232.000000 Penalty: 5437.189941
	Iteration 22Q: 3 clusters Score -8225232 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -8225328.500000 Penalty: 5437.189941
	Iteration 23Q: 3 clusters Score -8225328 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -8225383.000000 Penalty: 5437.189941
	Iteration 24Q: 3 clusters Score -8225383 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -8225441.500000 Penalty: 5437.189941
	Iteration 25Q: 3 clusters Score -8225442 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -8225487.000000 Penalty: 5437.189941
	Iteration 26Q: 3 clusters Score -8225487 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -8225535.000000 Penalty: 5437.189941
	Iteration 27Q: 3 clusters Score -8225535 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -8225589.500000 Penalty: 5437.189941
	Iteration 28Q: 3 clusters Score -8225590 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -8225621.000000 Penalty: 5437.189941
	Iteration 29Q: 3 clusters Score -8225621 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -8225633.000000 Penalty: 5437.189941
	Iteration 30Q: 3 clusters Score -8225633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -8225649.500000 Penalty: 5437.189941
	Iteration 31Q: 3 clusters Score -8225650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -8225661.000000 Penalty: 5437.189941
	Iteration 32Q: 3 clusters Score -8225661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -8225698.000000 Penalty: 5437.189941
	Iteration 33Q: 3 clusters Score -8225698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -8225703.000000 Penalty: 5437.189941
	Iteration 34Q: 3 clusters Score -8225703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -8225717.000000 Penalty: 5437.189941
	Iteration 35Q: 3 clusters Score -8225717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -8225719.000000 Penalty: 5437.189941
	Iteration 36Q: 3 clusters Score -8225719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -8225725.500000 Penalty: 5437.189941
	Iteration 37Q: 3 clusters Score -8225726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -8225716.500000 Penalty: 5437.189941
	Iteration 38Q: 3 clusters Score -8225716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -8225724.000000 Penalty: 5437.189941
	Iteration 39Q: 3 clusters Score -8225724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -8225727.500000 Penalty: 5437.189941
	Iteration 40F: 3 clusters Score -8225728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -8225736.000000 Penalty: 5437.189941
	Iteration 41Q: 3 clusters Score -8225736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -8225747.500000 Penalty: 5437.189941
	Iteration 42Q: 3 clusters Score -8225748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -8225745.500000 Penalty: 5437.189941
	Iteration 43Q: 3 clusters Score -8225746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -8225748.500000 Penalty: 5437.189941
	Iteration 44Q: 3 clusters Score -8225748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -8225751.000000 Penalty: 5437.189941
	Iteration 45Q: 3 clusters Score -8225751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -8225752.500000 Penalty: 5437.189941
	Iteration 46Q: 3 clusters Score -8225752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -8225744.000000 Penalty: 5437.189941
	Iteration 47Q: 3 clusters Score -8225744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -8225750.500000 Penalty: 5437.189941
	Iteration 48Q: 3 clusters Score -8225750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -8225756.500000 Penalty: 5437.189941
	Iteration 49Q: 3 clusters Score -8225756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -8225764.500000 Penalty: 5437.189941
	Iteration 50Q: 3 clusters Score -8225764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -8225767.000000 Penalty: 5437.189941
	Iteration 51Q: 3 clusters Score -8225767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -8225763.500000 Penalty: 5437.189941
	Iteration 52Q: 3 clusters Score -8225764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -8225763.500000 Penalty: 5437.189941
	Iteration 53F: 3 clusters Score -8225764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Entering Unmasked Estep 
Score: -2487111.500000 Penalty: 2421.627686
	Iteration 0F: 2 clusters Score -2487112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2474676.000000 Penalty: 4843.255371
	Iteration 0F: 3 clusters Score -2474676 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2478792.750000 Penalty: 4843.255371
	Iteration 1F: 3 clusters Score -2478793 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2479225.250000 Penalty: 4843.255371
	Iteration 2F: 3 clusters Score -2479225 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2479671.250000 Penalty: 4843.255371
	Iteration 3F: 3 clusters Score -2479671 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2480197.500000 Penalty: 4843.255371
	Iteration 4F: 3 clusters Score -2480198 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2480818.250000 Penalty: 4843.255371
	Iteration 5F: 3 clusters Score -2480818 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2481521.500000 Penalty: 4843.255371
	Iteration 6F: 3 clusters Score -2481522 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2482321.750000 Penalty: 4843.255371
	Iteration 7F: 3 clusters Score -2482322 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2483053.250000 Penalty: 4843.255371
	Iteration 8F: 3 clusters Score -2483053 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2483673.250000 Penalty: 4843.255371
	Iteration 9Q: 3 clusters Score -2483673 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2484149.500000 Penalty: 4843.255371
	Iteration 10Q: 3 clusters Score -2484150 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2484444.250000 Penalty: 4843.255371
	Iteration 11Q: 3 clusters Score -2484444 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2484629.250000 Penalty: 4843.255371
	Iteration 12Q: 3 clusters Score -2484629 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2484742.250000 Penalty: 4843.255371
	Iteration 13Q: 3 clusters Score -2484742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2484814.000000 Penalty: 4843.255371
	Iteration 14Q: 3 clusters Score -2484814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2484889.750000 Penalty: 4843.255371
	Iteration 15Q: 3 clusters Score -2484890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2484933.000000 Penalty: 4843.255371
	Iteration 16Q: 3 clusters Score -2484933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2484960.750000 Penalty: 4843.255371
	Iteration 17Q: 3 clusters Score -2484961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2484988.750000 Penalty: 4843.255371
	Iteration 18Q: 3 clusters Score -2484989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2485018.000000 Penalty: 4843.255371
	Iteration 19Q: 3 clusters Score -2485018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2485034.750000 Penalty: 4843.255371
	Iteration 20F: 3 clusters Score -2485035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2485058.250000 Penalty: 4843.255371
	Iteration 21Q: 3 clusters Score -2485058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2485071.750000 Penalty: 4843.255371
	Iteration 22Q: 3 clusters Score -2485072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2485087.500000 Penalty: 4843.255371
	Iteration 23Q: 3 clusters Score -2485088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2485098.500000 Penalty: 4843.255371
	Iteration 24Q: 3 clusters Score -2485098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2485122.500000 Penalty: 4843.255371
	Iteration 25Q: 3 clusters Score -2485122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2485129.750000 Penalty: 4843.255371
	Iteration 26Q: 3 clusters Score -2485130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2485135.250000 Penalty: 4843.255371
	Iteration 27Q: 3 clusters Score -2485135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2485140.500000 Penalty: 4843.255371
	Iteration 28Q: 3 clusters Score -2485140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2485147.500000 Penalty: 4843.255371
	Iteration 29Q: 3 clusters Score -2485148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2485149.750000 Penalty: 4843.255371
	Iteration 30Q: 3 clusters Score -2485150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2485151.000000 Penalty: 4843.255371
	Iteration 31Q: 3 clusters Score -2485151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2485155.750000 Penalty: 4843.255371
	Iteration 32Q: 3 clusters Score -2485156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2485155.750000 Penalty: 4843.255371
	Iteration 33Q: 3 clusters Score -2485156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2485155.750000 Penalty: 4843.255371
	Iteration 34F: 3 clusters Score -2485156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Entering Unmasked Estep 
Score: -5768421.000000 Penalty: 2639.598389
	Iteration 0F: 2 clusters Score -5768421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -5739960.500000 Penalty: 5279.196777
	Iteration 0F: 3 clusters Score -5739960 nChanged 19337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5750593.000000 Penalty: 5279.196777
	Iteration 1F: 3 clusters Score -5750593 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -5751112.000000 Penalty: 5279.196777
	Iteration 2Q: 3 clusters Score -5751112 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -5751590.500000 Penalty: 5279.196777
	Iteration 3Q: 3 clusters Score -5751590 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -5752053.000000 Penalty: 5279.196777
	Iteration 4Q: 3 clusters Score -5752053 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -5752526.000000 Penalty: 5279.196777
	Iteration 5Q: 3 clusters Score -5752526 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -5753108.500000 Penalty: 5279.196777
	Iteration 6Q: 3 clusters Score -5753108 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -5753764.500000 Penalty: 5279.196777
	Iteration 7Q: 3 clusters Score -5753764 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -5754462.500000 Penalty: 5279.196777
	Iteration 8Q: 3 clusters Score -5754462 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -5755201.000000 Penalty: 5279.196777
	Iteration 9Q: 3 clusters Score -5755201 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -5755958.500000 Penalty: 5279.196777
	Iteration 10Q: 3 clusters Score -5755958 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -5756638.000000 Penalty: 5279.196777
	Iteration 11Q: 3 clusters Score -5756638 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5757150.500000 Penalty: 5279.196777
	Iteration 12Q: 3 clusters Score -5757150 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -5757567.000000 Penalty: 5279.196777
	Iteration 13Q: 3 clusters Score -5757567 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -5757921.500000 Penalty: 5279.196777
	Iteration 14Q: 3 clusters Score -5757922 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -5758200.000000 Penalty: 5279.196777
	Iteration 15Q: 3 clusters Score -5758200 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -5758362.000000 Penalty: 5279.196777
	Iteration 16Q: 3 clusters Score -5758362 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5758548.000000 Penalty: 5279.196777
	Iteration 17Q: 3 clusters Score -5758548 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -5758678.000000 Penalty: 5279.196777
	Iteration 18Q: 3 clusters Score -5758678 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5758814.500000 Penalty: 5279.196777
	Iteration 19Q: 3 clusters Score -5758814 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5758967.500000 Penalty: 5279.196777
	Iteration 20F: 3 clusters Score -5758968 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5759081.500000 Penalty: 5279.196777
	Iteration 21Q: 3 clusters Score -5759082 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -5759285.500000 Penalty: 5279.196777
	Iteration 22Q: 3 clusters Score -5759286 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -5759478.500000 Penalty: 5279.196777
	Iteration 23Q: 3 clusters Score -5759478 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -5759791.000000 Penalty: 5279.196777
	Iteration 24Q: 3 clusters Score -5759791 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -5760184.000000 Penalty: 5279.196777
	Iteration 25Q: 3 clusters Score -5760184 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -5760627.000000 Penalty: 5279.196777
	Iteration 26Q: 3 clusters Score -5760627 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -5761122.500000 Penalty: 5279.196777
	Iteration 27Q: 3 clusters Score -5761122 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -5761711.000000 Penalty: 5279.196777
	Iteration 28Q: 3 clusters Score -5761711 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -5762398.000000 Penalty: 5279.196777
	Iteration 29Q: 3 clusters Score -5762398 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -5763070.000000 Penalty: 5279.196777
	Iteration 30Q: 3 clusters Score -5763070 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -5763748.000000 Penalty: 5279.196777
	Iteration 31Q: 3 clusters Score -5763748 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -5764308.000000 Penalty: 5279.196777
	Iteration 32Q: 3 clusters Score -5764308 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -5764709.500000 Penalty: 5279.196777
	Iteration 33Q: 3 clusters Score -5764710 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -5764989.500000 Penalty: 5279.196777
	Iteration 34Q: 3 clusters Score -5764990 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -5765270.000000 Penalty: 5279.196777
	Iteration 35Q: 3 clusters Score -5765270 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -5765474.500000 Penalty: 5279.196777
	Iteration 36Q: 3 clusters Score -5765474 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -5765627.500000 Penalty: 5279.196777
	Iteration 37Q: 3 clusters Score -5765628 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -5765783.000000 Penalty: 5279.196777
	Iteration 38Q: 3 clusters Score -5765783 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -5765909.000000 Penalty: 5279.196777
	Iteration 39Q: 3 clusters Score -5765909 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -5766001.500000 Penalty: 5279.196777
	Iteration 40F: 3 clusters Score -5766002 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -5766113.000000 Penalty: 5279.196777
	Iteration 41Q: 3 clusters Score -5766113 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5766197.000000 Penalty: 5279.196777
	Iteration 42Q: 3 clusters Score -5766197 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -5766256.500000 Penalty: 5279.196777
	Iteration 43Q: 3 clusters Score -5766256 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -5766287.500000 Penalty: 5279.196777
	Iteration 44Q: 3 clusters Score -5766288 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -5766337.000000 Penalty: 5279.196777
	Iteration 45Q: 3 clusters Score -5766337 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -5766399.500000 Penalty: 5279.196777
	Iteration 46Q: 3 clusters Score -5766400 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -5766419.500000 Penalty: 5279.196777
	Iteration 47Q: 3 clusters Score -5766420 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5766426.500000 Penalty: 5279.196777
	Iteration 48Q: 3 clusters Score -5766426 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -5766464.000000 Penalty: 5279.196777
	Iteration 49Q: 3 clusters Score -5766464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -5766489.000000 Penalty: 5279.196777
	Iteration 50Q: 3 clusters Score -5766489 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -5766506.000000 Penalty: 5279.196777
	Iteration 51Q: 3 clusters Score -5766506 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -5766545.000000 Penalty: 5279.196777
	Iteration 52Q: 3 clusters Score -5766545 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5766558.500000 Penalty: 5279.196777
	Iteration 53Q: 3 clusters Score -5766558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -5766582.500000 Penalty: 5279.196777
	Iteration 54Q: 3 clusters Score -5766582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -5766586.500000 Penalty: 5279.196777
	Iteration 55Q: 3 clusters Score -5766586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -5766597.000000 Penalty: 5279.196777
	Iteration 56Q: 3 clusters Score -5766597 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -5766599.000000 Penalty: 5279.196777
	Iteration 57Q: 3 clusters Score -5766599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -5766600.500000 Penalty: 5279.196777
	Iteration 58Q: 3 clusters Score -5766600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -5766608.000000 Penalty: 5279.196777
	Iteration 59Q: 3 clusters Score -5766608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -5766621.000000 Penalty: 5279.196777
	Iteration 60F: 3 clusters Score -5766621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -5766621.500000 Penalty: 5279.196777
	Iteration 61Q: 3 clusters Score -5766622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -5766623.500000 Penalty: 5279.196777
	Iteration 62Q: 3 clusters Score -5766624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5766629.500000 Penalty: 5279.196777
	Iteration 63Q: 3 clusters Score -5766630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -5766632.000000 Penalty: 5279.196777
	Iteration 64Q: 3 clusters Score -5766632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -5766644.500000 Penalty: 5279.196777
	Iteration 65Q: 3 clusters Score -5766644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -5766654.000000 Penalty: 5279.196777
	Iteration 66Q: 3 clusters Score -5766654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -5766649.500000 Penalty: 5279.196777
	Iteration 67Q: 3 clusters Score -5766650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5766653.000000 Penalty: 5279.196777
	Iteration 68Q: 3 clusters Score -5766653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -5766662.000000 Penalty: 5279.196777
	Iteration 69Q: 3 clusters Score -5766662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -5766650.000000 Penalty: 5279.196777
	Iteration 70Q: 3 clusters Score -5766650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -5766658.500000 Penalty: 5279.196777
	Iteration 71Q: 3 clusters Score -5766658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5766657.500000 Penalty: 5279.196777
	Iteration 72Q: 3 clusters Score -5766658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -5766652.500000 Penalty: 5279.196777
	Iteration 73Q: 3 clusters Score -5766652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -5766664.000000 Penalty: 5279.196777
	Iteration 74Q: 3 clusters Score -5766664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -5766659.500000 Penalty: 5279.196777
	Iteration 75Q: 3 clusters Score -5766660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -5766660.500000 Penalty: 5279.196777
	Iteration 76Q: 3 clusters Score -5766660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5766662.500000 Penalty: 5279.196777
	Iteration 77Q: 3 clusters Score -5766662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -5766663.500000 Penalty: 5279.196777
	Iteration 78Q: 3 clusters Score -5766664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -5766663.500000 Penalty: 5279.196777
	Iteration 79F: 3 clusters Score -5766664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Entering Unmasked Estep 
Score: -12952757.000000 Penalty: 2831.639160
	Iteration 0F: 2 clusters Score -1.295276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -12892319.000000 Penalty: 5663.278320
	Iteration 0F: 3 clusters Score -1.289232e+07 nChanged 42736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -12917251.000000 Penalty: 5663.278320
	Iteration 1F: 3 clusters Score -1.291725e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -12918211.000000 Penalty: 5663.278320
	Iteration 2Q: 3 clusters Score -1.291821e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -12919591.000000 Penalty: 5663.278320
	Iteration 3Q: 3 clusters Score -1.291959e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -12921561.000000 Penalty: 5663.278320
	Iteration 4Q: 3 clusters Score -1.292156e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -12924364.000000 Penalty: 5663.278320
	Iteration 5F: 3 clusters Score -1.292436e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -12928403.000000 Penalty: 5663.278320
	Iteration 6F: 3 clusters Score -1.29284e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -12933885.000000 Penalty: 5663.278320
	Iteration 7F: 3 clusters Score -1.293388e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -12939579.000000 Penalty: 5663.278320
	Iteration 8F: 3 clusters Score -1.293958e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -12944201.000000 Penalty: 5663.278320
	Iteration 9F: 3 clusters Score -1.29442e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -12947242.000000 Penalty: 5663.278320
	Iteration 10Q: 3 clusters Score -1.294724e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -12949035.000000 Penalty: 5663.278320
	Iteration 11Q: 3 clusters Score -1.294904e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86837 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -12949969.000000 Penalty: 5663.278320
	Iteration 12Q: 3 clusters Score -1.294997e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -12950487.000000 Penalty: 5663.278320
	Iteration 13Q: 3 clusters Score -1.295049e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -12950774.000000 Penalty: 5663.278320
	Iteration 14Q: 3 clusters Score -1.295077e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -12950971.000000 Penalty: 5663.278320
	Iteration 15Q: 3 clusters Score -1.295097e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -12951034.000000 Penalty: 5663.278320
	Iteration 16Q: 3 clusters Score -1.295103e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -12951085.000000 Penalty: 5663.278320
	Iteration 17Q: 3 clusters Score -1.295108e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12951114.000000 Penalty: 5663.278320
	Iteration 18Q: 3 clusters Score -1.295111e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -12951117.000000 Penalty: 5663.278320
	Iteration 19Q: 3 clusters Score -1.295112e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -12951146.000000 Penalty: 5663.278320
	Iteration 20F: 3 clusters Score -1.295115e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -12951151.000000 Penalty: 5663.278320
	Iteration 21Q: 3 clusters Score -1.295115e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89398 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -12951171.000000 Penalty: 5663.278320
	Iteration 22Q: 3 clusters Score -1.295117e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -12951196.000000 Penalty: 5663.278320
	Iteration 23Q: 3 clusters Score -1.29512e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -12951182.000000 Penalty: 5663.278320
	Iteration 24Q: 3 clusters Score -1.295118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12951198.000000 Penalty: 5663.278320
	Iteration 25Q: 3 clusters Score -1.29512e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89535 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -12951204.000000 Penalty: 5663.278320
	Iteration 26Q: 3 clusters Score -1.29512e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -12951227.000000 Penalty: 5663.278320
	Iteration 27Q: 3 clusters Score -1.295123e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -12951246.000000 Penalty: 5663.278320
	Iteration 28Q: 3 clusters Score -1.295125e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12951253.000000 Penalty: 5663.278320
	Iteration 29Q: 3 clusters Score -1.295125e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -12951266.000000 Penalty: 5663.278320
	Iteration 30Q: 3 clusters Score -1.295127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -12951272.000000 Penalty: 5663.278320
	Iteration 31Q: 3 clusters Score -1.295127e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -12951280.000000 Penalty: 5663.278320
	Iteration 32Q: 3 clusters Score -1.295128e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -12951296.000000 Penalty: 5663.278320
	Iteration 33Q: 3 clusters Score -1.29513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12951293.000000 Penalty: 5663.278320
	Iteration 34Q: 3 clusters Score -1.295129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89753 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -12951304.000000 Penalty: 5663.278320
	Iteration 35Q: 3 clusters Score -1.29513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -12951324.000000 Penalty: 5663.278320
	Iteration 36Q: 3 clusters Score -1.295132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89770 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12951321.000000 Penalty: 5663.278320
	Iteration 37Q: 3 clusters Score -1.295132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12951325.000000 Penalty: 5663.278320
	Iteration 38Q: 3 clusters Score -1.295132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89781 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -12951334.000000 Penalty: 5663.278320
	Iteration 39Q: 3 clusters Score -1.295133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12951328.000000 Penalty: 5663.278320
	Iteration 40F: 3 clusters Score -1.295133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89790 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -12951326.000000 Penalty: 5663.278320
	Iteration 41Q: 3 clusters Score -1.295133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12951317.000000 Penalty: 5663.278320
	Iteration 42Q: 3 clusters Score -1.295132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89793 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -12951323.000000 Penalty: 5663.278320
	Iteration 43Q: 3 clusters Score -1.295132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89795 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -12951321.000000 Penalty: 5663.278320
	Iteration 44Q: 3 clusters Score -1.295132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89795 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -12951321.000000 Penalty: 5663.278320
	Iteration 45F: 3 clusters Score -1.295132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (180030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180030 members 
Entering Unmasked Estep 
Score: -25597104.000000 Penalty: 3001.017822
	Iteration 0F: 2 clusters Score -2.55971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90265 members 
Mstep: Class 2 contains 89765 members 
Entering Unmasked Estep 
Score: -25499274.000000 Penalty: 6002.035645
	Iteration 0F: 3 clusters Score -2.549927e+07 nChanged 86199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -25549918.000000 Penalty: 6002.035645
	Iteration 1F: 3 clusters Score -2.554992e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97372 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
Score: -25551178.000000 Penalty: 6002.035645
	Iteration 2Q: 3 clusters Score -2.555118e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101725 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -25553312.000000 Penalty: 6002.035645
	Iteration 3Q: 3 clusters Score -2.555331e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108212 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -25556060.000000 Penalty: 6002.035645
	Iteration 4Q: 3 clusters Score -2.555606e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117553 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -25560512.000000 Penalty: 6002.035645
	Iteration 5F: 3 clusters Score -2.556051e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129964 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -25567730.000000 Penalty: 6002.035645
	Iteration 6F: 3 clusters Score -2.556773e+07 nChanged 14274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144044 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -25578092.000000 Penalty: 6002.035645
	Iteration 7F: 3 clusters Score -2.557809e+07 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157222 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -25588954.000000 Penalty: 6002.035645
	Iteration 8F: 3 clusters Score -2.558895e+07 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168224 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -25593946.000000 Penalty: 6002.035645
	Iteration 9F: 3 clusters Score -2.559395e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -25594852.000000 Penalty: 6002.035645
	Iteration 10Q: 3 clusters Score -2.559485e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177821 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -25594774.000000 Penalty: 6002.035645
	Iteration 11Q: 3 clusters Score -2.559477e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178935 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -25594692.000000 Penalty: 6002.035645
	Iteration 12Q: 3 clusters Score -2.559469e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179307 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -25594706.000000 Penalty: 6002.035645
	Iteration 13Q: 3 clusters Score -2.559471e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179456 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -25594692.000000 Penalty: 6002.035645
	Iteration 14Q: 3 clusters Score -2.559469e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179519 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -25594710.000000 Penalty: 6002.035645
	Iteration 15Q: 3 clusters Score -2.559471e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179553 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -25594760.000000 Penalty: 6002.035645
	Iteration 16Q: 3 clusters Score -2.559476e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179574 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -25594778.000000 Penalty: 6002.035645
	Iteration 17Q: 3 clusters Score -2.559478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179587 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -25594788.000000 Penalty: 6002.035645
	Iteration 18Q: 3 clusters Score -2.559479e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179598 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -25594824.000000 Penalty: 6002.035645
	Iteration 19Q: 3 clusters Score -2.559482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179608 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -25594834.000000 Penalty: 6002.035645
	Iteration 20F: 3 clusters Score -2.559483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179615 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -25594840.000000 Penalty: 6002.035645
	Iteration 21Q: 3 clusters Score -2.559484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179621 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -25594832.000000 Penalty: 6002.035645
	Iteration 22Q: 3 clusters Score -2.559483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179631 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -25594842.000000 Penalty: 6002.035645
	Iteration 23Q: 3 clusters Score -2.559484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179641 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25594822.000000 Penalty: 6002.035645
	Iteration 24Q: 3 clusters Score -2.559482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179641 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25594826.000000 Penalty: 6002.035645
	Iteration 25Q: 3 clusters Score -2.559483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179644 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25594838.000000 Penalty: 6002.035645
	Iteration 26Q: 3 clusters Score -2.559484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179651 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -25594840.000000 Penalty: 6002.035645
	Iteration 27Q: 3 clusters Score -2.559484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179654 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -25594840.000000 Penalty: 6002.035645
	Iteration 28Q: 3 clusters Score -2.559484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179656 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -25594842.000000 Penalty: 6002.035645
	Iteration 29Q: 3 clusters Score -2.559484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179657 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -25594838.000000 Penalty: 6002.035645
	Iteration 30Q: 3 clusters Score -2.559484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179657 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -25594838.000000 Penalty: 6002.035645
	Iteration 31F: 3 clusters Score -2.559484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159121 members 
Entering Unmasked Estep 
Score: -22342774.000000 Penalty: 2970.400146
	Iteration 0F: 2 clusters Score -2.234277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -22238758.000000 Penalty: 5940.800293
	Iteration 0F: 3 clusters Score -2.223876e+07 nChanged 76137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -22282300.000000 Penalty: 5940.800293
	Iteration 1F: 3 clusters Score -2.22823e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84161 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
Score: -22283336.000000 Penalty: 5940.800293
	Iteration 2Q: 3 clusters Score -2.228334e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -22284420.000000 Penalty: 5940.800293
	Iteration 3Q: 3 clusters Score -2.228442e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -22286222.000000 Penalty: 5940.800293
	Iteration 4Q: 3 clusters Score -2.228622e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96482 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -22289132.000000 Penalty: 5940.800293
	Iteration 5Q: 3 clusters Score -2.228913e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -22294518.000000 Penalty: 5940.800293
	Iteration 6F: 3 clusters Score -2.229452e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115985 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -22303496.000000 Penalty: 5940.800293
	Iteration 7F: 3 clusters Score -2.23035e+07 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128328 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -22314402.000000 Penalty: 5940.800293
	Iteration 8F: 3 clusters Score -2.23144e+07 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139481 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -22324728.000000 Penalty: 5940.800293
	Iteration 9F: 3 clusters Score -2.232473e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147622 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -22332140.000000 Penalty: 5940.800293
	Iteration 10F: 3 clusters Score -2.233214e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152765 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -22336334.000000 Penalty: 5940.800293
	Iteration 11Q: 3 clusters Score -2.233633e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155809 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -22338362.000000 Penalty: 5940.800293
	Iteration 12Q: 3 clusters Score -2.233836e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157344 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -22339310.000000 Penalty: 5940.800293
	Iteration 13Q: 3 clusters Score -2.233931e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158060 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -22339746.000000 Penalty: 5940.800293
	Iteration 14Q: 3 clusters Score -2.233975e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158376 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -22339924.000000 Penalty: 5940.800293
	Iteration 15Q: 3 clusters Score -2.233992e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158533 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -22340036.000000 Penalty: 5940.800293
	Iteration 16Q: 3 clusters Score -2.234004e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158624 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22340142.000000 Penalty: 5940.800293
	Iteration 17Q: 3 clusters Score -2.234014e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158671 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22340190.000000 Penalty: 5940.800293
	Iteration 18Q: 3 clusters Score -2.234019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158695 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -22340212.000000 Penalty: 5940.800293
	Iteration 19Q: 3 clusters Score -2.234021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158712 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -22340212.000000 Penalty: 5940.800293
	Iteration 20F: 3 clusters Score -2.234021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158724 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22340214.000000 Penalty: 5940.800293
	Iteration 21Q: 3 clusters Score -2.234021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158730 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22340218.000000 Penalty: 5940.800293
	Iteration 22Q: 3 clusters Score -2.234022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158734 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22340218.000000 Penalty: 5940.800293
	Iteration 23Q: 3 clusters Score -2.234022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158736 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22340220.000000 Penalty: 5940.800293
	Iteration 24Q: 3 clusters Score -2.234022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158737 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22340222.000000 Penalty: 5940.800293
	Iteration 25Q: 3 clusters Score -2.234022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158736 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22340224.000000 Penalty: 5940.800293
	Iteration 26Q: 3 clusters Score -2.234022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158736 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22340224.000000 Penalty: 5940.800293
	Iteration 27F: 3 clusters Score -2.234022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Entering Unmasked Estep 
Score: -15280637.000000 Penalty: 2873.403809
	Iteration 0F: 2 clusters Score -1.528064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -15209267.000000 Penalty: 5746.807617
	Iteration 0F: 3 clusters Score -1.520927e+07 nChanged 50945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -15238625.000000 Penalty: 5746.807617
	Iteration 1F: 3 clusters Score -1.523862e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -15239618.000000 Penalty: 5746.807617
	Iteration 2Q: 3 clusters Score -1.523962e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -15240542.000000 Penalty: 5746.807617
	Iteration 3Q: 3 clusters Score -1.524054e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -15241667.000000 Penalty: 5746.807617
	Iteration 4Q: 3 clusters Score -1.524167e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -15242970.000000 Penalty: 5746.807617
	Iteration 5Q: 3 clusters Score -1.524297e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -15244410.000000 Penalty: 5746.807617
	Iteration 6Q: 3 clusters Score -1.524441e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -15246408.000000 Penalty: 5746.807617
	Iteration 7Q: 3 clusters Score -1.524641e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -15249137.000000 Penalty: 5746.807617
	Iteration 8Q: 3 clusters Score -1.524914e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -15252691.000000 Penalty: 5746.807617
	Iteration 9F: 3 clusters Score -1.525269e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -15256892.000000 Penalty: 5746.807617
	Iteration 10F: 3 clusters Score -1.525689e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -15260757.000000 Penalty: 5746.807617
	Iteration 11F: 3 clusters Score -1.526076e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -15263151.000000 Penalty: 5746.807617
	Iteration 12Q: 3 clusters Score -1.526315e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -15264076.000000 Penalty: 5746.807617
	Iteration 13Q: 3 clusters Score -1.526408e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -15264415.000000 Penalty: 5746.807617
	Iteration 14Q: 3 clusters Score -1.526442e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -15264605.000000 Penalty: 5746.807617
	Iteration 15Q: 3 clusters Score -1.52646e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -15264805.000000 Penalty: 5746.807617
	Iteration 16Q: 3 clusters Score -1.52648e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -15265015.000000 Penalty: 5746.807617
	Iteration 17Q: 3 clusters Score -1.526502e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -15265229.000000 Penalty: 5746.807617
	Iteration 18Q: 3 clusters Score -1.526523e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -15265372.000000 Penalty: 5746.807617
	Iteration 19Q: 3 clusters Score -1.526537e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -15265547.000000 Penalty: 5746.807617
	Iteration 20F: 3 clusters Score -1.526555e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -15265635.000000 Penalty: 5746.807617
	Iteration 21Q: 3 clusters Score -1.526564e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -15265817.000000 Penalty: 5746.807617
	Iteration 22Q: 3 clusters Score -1.526582e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -15265968.000000 Penalty: 5746.807617
	Iteration 23Q: 3 clusters Score -1.526597e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -15266085.000000 Penalty: 5746.807617
	Iteration 24Q: 3 clusters Score -1.526608e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -15266200.000000 Penalty: 5746.807617
	Iteration 25Q: 3 clusters Score -1.52662e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -15266335.000000 Penalty: 5746.807617
	Iteration 26Q: 3 clusters Score -1.526634e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -15266424.000000 Penalty: 5746.807617
	Iteration 27Q: 3 clusters Score -1.526642e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -15266427.000000 Penalty: 5746.807617
	Iteration 28Q: 3 clusters Score -1.526643e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -15266487.000000 Penalty: 5746.807617
	Iteration 29Q: 3 clusters Score -1.526649e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -15266609.000000 Penalty: 5746.807617
	Iteration 30Q: 3 clusters Score -1.526661e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -15266729.000000 Penalty: 5746.807617
	Iteration 31Q: 3 clusters Score -1.526673e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -15266833.000000 Penalty: 5746.807617
	Iteration 32Q: 3 clusters Score -1.526683e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -15266928.000000 Penalty: 5746.807617
	Iteration 33Q: 3 clusters Score -1.526693e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -15267055.000000 Penalty: 5746.807617
	Iteration 34Q: 3 clusters Score -1.526706e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -15267196.000000 Penalty: 5746.807617
	Iteration 35Q: 3 clusters Score -1.52672e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -15267295.000000 Penalty: 5746.807617
	Iteration 36Q: 3 clusters Score -1.52673e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -15267421.000000 Penalty: 5746.807617
	Iteration 37Q: 3 clusters Score -1.526742e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -15267602.000000 Penalty: 5746.807617
	Iteration 38Q: 3 clusters Score -1.52676e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -15267765.000000 Penalty: 5746.807617
	Iteration 39Q: 3 clusters Score -1.526776e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 70332 members 
Entering Unmasked Estep 
Score: -15267914.000000 Penalty: 5746.807617
	Iteration 40F: 3 clusters Score -1.526791e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -15268064.000000 Penalty: 5746.807617
	Iteration 41Q: 3 clusters Score -1.526806e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -15268337.000000 Penalty: 5746.807617
	Iteration 42Q: 3 clusters Score -1.526834e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -15268424.000000 Penalty: 5746.807617
	Iteration 43Q: 3 clusters Score -1.526842e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 74394 members 
Entering Unmasked Estep 
Score: -15268627.000000 Penalty: 5746.807617
	Iteration 44Q: 3 clusters Score -1.526863e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -15268860.000000 Penalty: 5746.807617
	Iteration 45Q: 3 clusters Score -1.526886e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -15269277.000000 Penalty: 5746.807617
	Iteration 46Q: 3 clusters Score -1.526928e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
Score: -15269575.000000 Penalty: 5746.807617
	Iteration 47Q: 3 clusters Score -1.526958e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -15269806.000000 Penalty: 5746.807617
	Iteration 48Q: 3 clusters Score -1.526981e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 80804 members 
Entering Unmasked Estep 
Score: -15270163.000000 Penalty: 5746.807617
	Iteration 49Q: 3 clusters Score -1.527016e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -15270538.000000 Penalty: 5746.807617
	Iteration 50Q: 3 clusters Score -1.527054e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -15271032.000000 Penalty: 5746.807617
	Iteration 51Q: 3 clusters Score -1.527103e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
Score: -15271473.000000 Penalty: 5746.807617
	Iteration 52Q: 3 clusters Score -1.527147e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -15271918.000000 Penalty: 5746.807617
	Iteration 53Q: 3 clusters Score -1.527192e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -15272432.000000 Penalty: 5746.807617
	Iteration 54Q: 3 clusters Score -1.527243e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -15272890.000000 Penalty: 5746.807617
	Iteration 55Q: 3 clusters Score -1.527289e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -15273283.000000 Penalty: 5746.807617
	Iteration 56Q: 3 clusters Score -1.527328e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
Score: -15273821.000000 Penalty: 5746.807617
	Iteration 57Q: 3 clusters Score -1.527382e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 94165 members 
Entering Unmasked Estep 
Score: -15274304.000000 Penalty: 5746.807617
	Iteration 58Q: 3 clusters Score -1.52743e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -15274801.000000 Penalty: 5746.807617
	Iteration 59Q: 3 clusters Score -1.52748e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 96825 members 
Entering Unmasked Estep 
Score: -15275242.000000 Penalty: 5746.807617
	Iteration 60F: 3 clusters Score -1.527524e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 97988 members 
Entering Unmasked Estep 
Score: -15275615.000000 Penalty: 5746.807617
	Iteration 61Q: 3 clusters Score -1.527562e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
Score: -15276032.000000 Penalty: 5746.807617
	Iteration 62Q: 3 clusters Score -1.527603e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 99961 members 
Entering Unmasked Estep 
Score: -15276411.000000 Penalty: 5746.807617
	Iteration 63Q: 3 clusters Score -1.527641e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 100898 members 
Entering Unmasked Estep 
Score: -15276731.000000 Penalty: 5746.807617
	Iteration 64Q: 3 clusters Score -1.527673e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 101729 members 
Entering Unmasked Estep 
Score: -15276977.000000 Penalty: 5746.807617
	Iteration 65Q: 3 clusters Score -1.527698e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 102428 members 
Entering Unmasked Estep 
Score: -15277202.000000 Penalty: 5746.807617
	Iteration 66Q: 3 clusters Score -1.52772e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
Score: -15277399.000000 Penalty: 5746.807617
	Iteration 67Q: 3 clusters Score -1.52774e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -15277563.000000 Penalty: 5746.807617
	Iteration 68Q: 3 clusters Score -1.527756e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 104009 members 
Entering Unmasked Estep 
Score: -15277717.000000 Penalty: 5746.807617
	Iteration 69Q: 3 clusters Score -1.527772e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 104391 members 
Entering Unmasked Estep 
Score: -15277826.000000 Penalty: 5746.807617
	Iteration 70Q: 3 clusters Score -1.527783e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -15277933.000000 Penalty: 5746.807617
	Iteration 71Q: 3 clusters Score -1.527793e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -15278030.000000 Penalty: 5746.807617
	Iteration 72Q: 3 clusters Score -1.527803e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -15278133.000000 Penalty: 5746.807617
	Iteration 73Q: 3 clusters Score -1.527813e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 105435 members 
Entering Unmasked Estep 
Score: -15278216.000000 Penalty: 5746.807617
	Iteration 74Q: 3 clusters Score -1.527822e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 105597 members 
Entering Unmasked Estep 
Score: -15278237.000000 Penalty: 5746.807617
	Iteration 75Q: 3 clusters Score -1.527824e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 105729 members 
Entering Unmasked Estep 
Score: -15278277.000000 Penalty: 5746.807617
	Iteration 76Q: 3 clusters Score -1.527828e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -15278327.000000 Penalty: 5746.807617
	Iteration 77Q: 3 clusters Score -1.527833e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 105942 members 
Entering Unmasked Estep 
Score: -15278374.000000 Penalty: 5746.807617
	Iteration 78Q: 3 clusters Score -1.527837e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 106016 members 
Entering Unmasked Estep 
Score: -15278399.000000 Penalty: 5746.807617
	Iteration 79Q: 3 clusters Score -1.52784e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 106070 members 
Entering Unmasked Estep 
Score: -15278406.000000 Penalty: 5746.807617
	Iteration 80F: 3 clusters Score -1.527841e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 106130 members 
Entering Unmasked Estep 
Score: -15278416.000000 Penalty: 5746.807617
	Iteration 81Q: 3 clusters Score -1.527842e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -15278429.000000 Penalty: 5746.807617
	Iteration 82Q: 3 clusters Score -1.527843e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 106212 members 
Entering Unmasked Estep 
Score: -15278421.000000 Penalty: 5746.807617
	Iteration 83Q: 3 clusters Score -1.527842e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 106243 members 
Entering Unmasked Estep 
Score: -15278421.000000 Penalty: 5746.807617
	Iteration 84Q: 3 clusters Score -1.527842e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -15278414.000000 Penalty: 5746.807617
	Iteration 85Q: 3 clusters Score -1.527841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -15278428.000000 Penalty: 5746.807617
	Iteration 86Q: 3 clusters Score -1.527843e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -15278441.000000 Penalty: 5746.807617
	Iteration 87Q: 3 clusters Score -1.527844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -15278430.000000 Penalty: 5746.807617
	Iteration 88Q: 3 clusters Score -1.527843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -15278441.000000 Penalty: 5746.807617
	Iteration 89Q: 3 clusters Score -1.527844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -15278430.000000 Penalty: 5746.807617
	Iteration 90Q: 3 clusters Score -1.527843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -15278457.000000 Penalty: 5746.807617
	Iteration 91Q: 3 clusters Score -1.527846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 106425 members 
Entering Unmasked Estep 
Score: -15278469.000000 Penalty: 5746.807617
	Iteration 92Q: 3 clusters Score -1.527847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -15278471.000000 Penalty: 5746.807617
	Iteration 93Q: 3 clusters Score -1.527847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 106468 members 
Entering Unmasked Estep 
Score: -15278478.000000 Penalty: 5746.807617
	Iteration 94Q: 3 clusters Score -1.527848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 106487 members 
Entering Unmasked Estep 
Score: -15278482.000000 Penalty: 5746.807617
	Iteration 95Q: 3 clusters Score -1.527848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
Score: -15278468.000000 Penalty: 5746.807617
	Iteration 96Q: 3 clusters Score -1.527847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 106513 members 
Entering Unmasked Estep 
Score: -15278482.000000 Penalty: 5746.807617
	Iteration 97Q: 3 clusters Score -1.527848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 106525 members 
Entering Unmasked Estep 
Score: -15278488.000000 Penalty: 5746.807617
	Iteration 98Q: 3 clusters Score -1.527849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 106533 members 
Entering Unmasked Estep 
Score: -15278495.000000 Penalty: 5746.807617
	Iteration 99Q: 3 clusters Score -1.52785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -15278493.000000 Penalty: 5746.807617
	Iteration 100F: 3 clusters Score -1.527849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 106546 members 
Entering Unmasked Estep 
Score: -15278497.000000 Penalty: 5746.807617
	Iteration 101Q: 3 clusters Score -1.52785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 106548 members 
Entering Unmasked Estep 
Score: -15278499.000000 Penalty: 5746.807617
	Iteration 102Q: 3 clusters Score -1.52785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -15278496.000000 Penalty: 5746.807617
	Iteration 103Q: 3 clusters Score -1.52785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 106562 members 
Entering Unmasked Estep 
Score: -15278509.000000 Penalty: 5746.807617
	Iteration 104Q: 3 clusters Score -1.527851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 106568 members 
Entering Unmasked Estep 
Score: -15278506.000000 Penalty: 5746.807617
	Iteration 105Q: 3 clusters Score -1.527851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 106577 members 
Entering Unmasked Estep 
Score: -15278521.000000 Penalty: 5746.807617
	Iteration 106Q: 3 clusters Score -1.527852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 106584 members 
Entering Unmasked Estep 
Score: -15278522.000000 Penalty: 5746.807617
	Iteration 107Q: 3 clusters Score -1.527852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -15278515.000000 Penalty: 5746.807617
	Iteration 108Q: 3 clusters Score -1.527852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 106596 members 
Entering Unmasked Estep 
Score: -15278517.000000 Penalty: 5746.807617
	Iteration 109Q: 3 clusters Score -1.527852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 106597 members 
Entering Unmasked Estep 
Score: -15278516.000000 Penalty: 5746.807617
	Iteration 110Q: 3 clusters Score -1.527852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 106597 members 
Entering Unmasked Estep 
Score: -15278516.000000 Penalty: 5746.807617
	Iteration 111F: 3 clusters Score -1.527852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Entering Unmasked Estep 
Score: -1404465.875000 Penalty: 2283.667969
	Iteration 0F: 2 clusters Score -1404466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1396724.125000 Penalty: 4567.335938
	Iteration 0F: 3 clusters Score -1396724 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1398963.250000 Penalty: 4567.335938
	Iteration 1F: 3 clusters Score -1398963 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1399342.500000 Penalty: 4567.335938
	Iteration 2F: 3 clusters Score -1399342 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1399658.250000 Penalty: 4567.335938
	Iteration 3F: 3 clusters Score -1399658 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1399934.625000 Penalty: 4567.335938
	Iteration 4F: 3 clusters Score -1399935 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1400182.625000 Penalty: 4567.335938
	Iteration 5Q: 3 clusters Score -1400183 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1400417.875000 Penalty: 4567.335938
	Iteration 6Q: 3 clusters Score -1400418 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1400673.750000 Penalty: 4567.335938
	Iteration 7Q: 3 clusters Score -1400674 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1400969.250000 Penalty: 4567.335938
	Iteration 8Q: 3 clusters Score -1400969 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1401364.500000 Penalty: 4567.335938
	Iteration 9Q: 3 clusters Score -1401364 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1401803.375000 Penalty: 4567.335938
	Iteration 10Q: 3 clusters Score -1401803 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1402135.500000 Penalty: 4567.335938
	Iteration 11Q: 3 clusters Score -1402136 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1402329.750000 Penalty: 4567.335938
	Iteration 12Q: 3 clusters Score -1402330 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1402444.625000 Penalty: 4567.335938
	Iteration 13Q: 3 clusters Score -1402445 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1402513.375000 Penalty: 4567.335938
	Iteration 14Q: 3 clusters Score -1402513 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1402548.000000 Penalty: 4567.335938
	Iteration 15Q: 3 clusters Score -1402548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1402574.875000 Penalty: 4567.335938
	Iteration 16Q: 3 clusters Score -1402575 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1402598.500000 Penalty: 4567.335938
	Iteration 17Q: 3 clusters Score -1402598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1402624.875000 Penalty: 4567.335938
	Iteration 18Q: 3 clusters Score -1402625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1402646.750000 Penalty: 4567.335938
	Iteration 19Q: 3 clusters Score -1402647 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1402680.750000 Penalty: 4567.335938
	Iteration 20F: 3 clusters Score -1402681 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1402716.000000 Penalty: 4567.335938
	Iteration 21Q: 3 clusters Score -1402716 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1402751.250000 Penalty: 4567.335938
	Iteration 22Q: 3 clusters Score -1402751 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1402800.000000 Penalty: 4567.335938
	Iteration 23Q: 3 clusters Score -1402800 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1402847.000000 Penalty: 4567.335938
	Iteration 24Q: 3 clusters Score -1402847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1402902.500000 Penalty: 4567.335938
	Iteration 25Q: 3 clusters Score -1402902 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1402966.625000 Penalty: 4567.335938
	Iteration 26Q: 3 clusters Score -1402967 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1403022.250000 Penalty: 4567.335938
	Iteration 27Q: 3 clusters Score -1403022 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1403072.875000 Penalty: 4567.335938
	Iteration 28Q: 3 clusters Score -1403073 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1403104.250000 Penalty: 4567.335938
	Iteration 29Q: 3 clusters Score -1403104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1403133.625000 Penalty: 4567.335938
	Iteration 30Q: 3 clusters Score -1403134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1403147.000000 Penalty: 4567.335938
	Iteration 31Q: 3 clusters Score -1403147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1403157.125000 Penalty: 4567.335938
	Iteration 32Q: 3 clusters Score -1403157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1403160.625000 Penalty: 4567.335938
	Iteration 33Q: 3 clusters Score -1403161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1403165.000000 Penalty: 4567.335938
	Iteration 34Q: 3 clusters Score -1403165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1403164.375000 Penalty: 4567.335938
	Iteration 35Q: 3 clusters Score -1403164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1403166.125000 Penalty: 4567.335938
	Iteration 36Q: 3 clusters Score -1403166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1403169.875000 Penalty: 4567.335938
	Iteration 37Q: 3 clusters Score -1403170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1403176.000000 Penalty: 4567.335938
	Iteration 38Q: 3 clusters Score -1403176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1403171.000000 Penalty: 4567.335938
	Iteration 39Q: 3 clusters Score -1403171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1403174.375000 Penalty: 4567.335938
	Iteration 40F: 3 clusters Score -1403174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1403177.000000 Penalty: 4567.335938
	Iteration 41Q: 3 clusters Score -1403177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1403176.250000 Penalty: 4567.335938
	Iteration 42Q: 3 clusters Score -1403176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1403180.625000 Penalty: 4567.335938
	Iteration 43Q: 3 clusters Score -1403181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1403183.000000 Penalty: 4567.335938
	Iteration 44Q: 3 clusters Score -1403183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1403186.125000 Penalty: 4567.335938
	Iteration 45Q: 3 clusters Score -1403186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1403194.000000 Penalty: 4567.335938
	Iteration 46Q: 3 clusters Score -1403194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1403196.625000 Penalty: 4567.335938
	Iteration 47Q: 3 clusters Score -1403197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1403194.125000 Penalty: 4567.335938
	Iteration 48Q: 3 clusters Score -1403194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1403195.875000 Penalty: 4567.335938
	Iteration 49Q: 3 clusters Score -1403196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1403195.750000 Penalty: 4567.335938
	Iteration 50Q: 3 clusters Score -1403196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1403196.625000 Penalty: 4567.335938
	Iteration 51Q: 3 clusters Score -1403197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1403193.750000 Penalty: 4567.335938
	Iteration 52Q: 3 clusters Score -1403194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1403192.750000 Penalty: 4567.335938
	Iteration 53Q: 3 clusters Score -1403193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1403192.125000 Penalty: 4567.335938
	Iteration 54Q: 3 clusters Score -1403192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1403193.125000 Penalty: 4567.335938
	Iteration 55Q: 3 clusters Score -1403193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1403193.125000 Penalty: 4567.335938
	Iteration 56F: 3 clusters Score -1403193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -102591.257812 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -102591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101120.281250 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -101120.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -101781.664062 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -101781.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101977.578125 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -101977.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -102021.343750 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -102021.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -102046.507812 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -102046.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -102061.281250 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -102061.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -102078.015625 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -102078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -102101.828125 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -102101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -102114.750000 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -102114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -102119.531250 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -102119.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -102127.132812 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -102127.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -102138.867188 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -102138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -102145.062500 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -102145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -102149.500000 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -102149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -102154.171875 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -102154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -102154.851562 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -102154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -102156.109375 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -102156.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -102157.281250 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -102157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -102159.171875 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -102159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -102159.171875 Penalty: 3347.384766
	Iteration 19F: 3 clusters Score -102159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (83388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Entering Unmasked Estep 
Score: -11863286.000000 Penalty: 2810.152344
	Iteration 0F: 2 clusters Score -1.186329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -11807738.000000 Penalty: 5620.304688
	Iteration 0F: 3 clusters Score -1.180774e+07 nChanged 38966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -11830259.000000 Penalty: 5620.304688
	Iteration 1F: 3 clusters Score -1.183026e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -11831694.000000 Penalty: 5620.304688
	Iteration 2Q: 3 clusters Score -1.183169e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -11833880.000000 Penalty: 5620.304688
	Iteration 3F: 3 clusters Score -1.183388e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -11837563.000000 Penalty: 5620.304688
	Iteration 4F: 3 clusters Score -1.183756e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -11842984.000000 Penalty: 5620.304688
	Iteration 5F: 3 clusters Score -1.184298e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -11849044.000000 Penalty: 5620.304688
	Iteration 6F: 3 clusters Score -1.184904e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -11853490.000000 Penalty: 5620.304688
	Iteration 7F: 3 clusters Score -1.185349e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -11856059.000000 Penalty: 5620.304688
	Iteration 8Q: 3 clusters Score -1.185606e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 76003 members 
Entering Unmasked Estep 
Score: -11857493.000000 Penalty: 5620.304688
	Iteration 9Q: 3 clusters Score -1.185749e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 77218 members 
Entering Unmasked Estep 
Score: -11858332.000000 Penalty: 5620.304688
	Iteration 10Q: 3 clusters Score -1.185833e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -11858941.000000 Penalty: 5620.304688
	Iteration 11Q: 3 clusters Score -1.185894e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -11859302.000000 Penalty: 5620.304688
	Iteration 12Q: 3 clusters Score -1.18593e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -11859652.000000 Penalty: 5620.304688
	Iteration 13Q: 3 clusters Score -1.185965e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -11859900.000000 Penalty: 5620.304688
	Iteration 14Q: 3 clusters Score -1.18599e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -11860105.000000 Penalty: 5620.304688
	Iteration 15Q: 3 clusters Score -1.18601e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -11860282.000000 Penalty: 5620.304688
	Iteration 16Q: 3 clusters Score -1.186028e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -11860448.000000 Penalty: 5620.304688
	Iteration 17Q: 3 clusters Score -1.186045e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 81309 members 
Entering Unmasked Estep 
Score: -11860543.000000 Penalty: 5620.304688
	Iteration 18Q: 3 clusters Score -1.186054e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -11860631.000000 Penalty: 5620.304688
	Iteration 19Q: 3 clusters Score -1.186063e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 81570 members 
Entering Unmasked Estep 
Score: -11860753.000000 Penalty: 5620.304688
	Iteration 20F: 3 clusters Score -1.186075e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 81658 members 
Entering Unmasked Estep 
Score: -11860865.000000 Penalty: 5620.304688
	Iteration 21Q: 3 clusters Score -1.186086e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -11860912.000000 Penalty: 5620.304688
	Iteration 22Q: 3 clusters Score -1.186091e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -11860935.000000 Penalty: 5620.304688
	Iteration 23Q: 3 clusters Score -1.186094e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 81845 members 
Entering Unmasked Estep 
Score: -11860975.000000 Penalty: 5620.304688
	Iteration 24Q: 3 clusters Score -1.186098e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -11860984.000000 Penalty: 5620.304688
	Iteration 25Q: 3 clusters Score -1.186098e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -11861002.000000 Penalty: 5620.304688
	Iteration 26Q: 3 clusters Score -1.1861e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -11861015.000000 Penalty: 5620.304688
	Iteration 27Q: 3 clusters Score -1.186102e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -11861034.000000 Penalty: 5620.304688
	Iteration 28Q: 3 clusters Score -1.186103e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -11861049.000000 Penalty: 5620.304688
	Iteration 29Q: 3 clusters Score -1.186105e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -11861051.000000 Penalty: 5620.304688
	Iteration 30Q: 3 clusters Score -1.186105e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -11861083.000000 Penalty: 5620.304688
	Iteration 31Q: 3 clusters Score -1.186108e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -11861096.000000 Penalty: 5620.304688
	Iteration 32Q: 3 clusters Score -1.18611e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -11861116.000000 Penalty: 5620.304688
	Iteration 33Q: 3 clusters Score -1.186112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -11861111.000000 Penalty: 5620.304688
	Iteration 34Q: 3 clusters Score -1.186111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -11861109.000000 Penalty: 5620.304688
	Iteration 35Q: 3 clusters Score -1.186111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 82069 members 
Entering Unmasked Estep 
Score: -11861112.000000 Penalty: 5620.304688
	Iteration 36Q: 3 clusters Score -1.186111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -11861103.000000 Penalty: 5620.304688
	Iteration 37Q: 3 clusters Score -1.18611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 82079 members 
Entering Unmasked Estep 
Score: -11861103.000000 Penalty: 5620.304688
	Iteration 38Q: 3 clusters Score -1.18611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 82085 members 
Entering Unmasked Estep 
Score: -11861101.000000 Penalty: 5620.304688
	Iteration 39Q: 3 clusters Score -1.18611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 82088 members 
Entering Unmasked Estep 
Score: -11861120.000000 Penalty: 5620.304688
	Iteration 40F: 3 clusters Score -1.186112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -11861127.000000 Penalty: 5620.304688
	Iteration 41Q: 3 clusters Score -1.186113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -11861137.000000 Penalty: 5620.304688
	Iteration 42Q: 3 clusters Score -1.186114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -11861141.000000 Penalty: 5620.304688
	Iteration 43Q: 3 clusters Score -1.186114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -11861132.000000 Penalty: 5620.304688
	Iteration 44Q: 3 clusters Score -1.186113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -11861134.000000 Penalty: 5620.304688
	Iteration 45Q: 3 clusters Score -1.186113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -11861138.000000 Penalty: 5620.304688
	Iteration 46Q: 3 clusters Score -1.186114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -11861143.000000 Penalty: 5620.304688
	Iteration 47Q: 3 clusters Score -1.186114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -11861140.000000 Penalty: 5620.304688
	Iteration 48Q: 3 clusters Score -1.186114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 82101 members 
Entering Unmasked Estep 
Score: -11861140.000000 Penalty: 5620.304688
	Iteration 49Q: 3 clusters Score -1.186114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -11861144.000000 Penalty: 5620.304688
	Iteration 50Q: 3 clusters Score -1.186114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -11861147.000000 Penalty: 5620.304688
	Iteration 51Q: 3 clusters Score -1.186115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -11861151.000000 Penalty: 5620.304688
	Iteration 52Q: 3 clusters Score -1.186115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -11861151.000000 Penalty: 5620.304688
	Iteration 53F: 3 clusters Score -1.186115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -295325.843750 Penalty: 1907.870361
	Iteration 0F: 2 clusters Score -295325.8 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 1089 members 
Entering Unmasked Estep 
Score: -292562.500000 Penalty: 3815.740723
	Iteration 0F: 3 clusters Score -292562.5 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -293107.937500 Penalty: 3815.740723
	Iteration 1F: 3 clusters Score -293107.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -293264.062500 Penalty: 3815.740723
	Iteration 2F: 3 clusters Score -293264.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -293344.343750 Penalty: 3815.740723
	Iteration 3Q: 3 clusters Score -293344.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -293409.250000 Penalty: 3815.740723
	Iteration 4Q: 3 clusters Score -293409.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -293463.656250 Penalty: 3815.740723
	Iteration 5Q: 3 clusters Score -293463.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -293521.625000 Penalty: 3815.740723
	Iteration 6Q: 3 clusters Score -293521.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -293575.718750 Penalty: 3815.740723
	Iteration 7Q: 3 clusters Score -293575.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -293618.500000 Penalty: 3815.740723
	Iteration 8Q: 3 clusters Score -293618.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -293666.906250 Penalty: 3815.740723
	Iteration 9Q: 3 clusters Score -293666.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -293706.406250 Penalty: 3815.740723
	Iteration 10Q: 3 clusters Score -293706.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -293733.593750 Penalty: 3815.740723
	Iteration 11Q: 3 clusters Score -293733.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -293755.531250 Penalty: 3815.740723
	Iteration 12Q: 3 clusters Score -293755.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -293772.468750 Penalty: 3815.740723
	Iteration 13Q: 3 clusters Score -293772.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -293786.843750 Penalty: 3815.740723
	Iteration 14Q: 3 clusters Score -293786.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -293802.843750 Penalty: 3815.740723
	Iteration 15Q: 3 clusters Score -293802.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -293817.156250 Penalty: 3815.740723
	Iteration 16Q: 3 clusters Score -293817.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -293825.093750 Penalty: 3815.740723
	Iteration 17Q: 3 clusters Score -293825.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -293833.343750 Penalty: 3815.740723
	Iteration 18Q: 3 clusters Score -293833.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -293841.562500 Penalty: 3815.740723
	Iteration 19Q: 3 clusters Score -293841.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -293849.125000 Penalty: 3815.740723
	Iteration 20F: 3 clusters Score -293849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -293852.968750 Penalty: 3815.740723
	Iteration 21Q: 3 clusters Score -293853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -293859.062500 Penalty: 3815.740723
	Iteration 22Q: 3 clusters Score -293859.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -293862.875000 Penalty: 3815.740723
	Iteration 23Q: 3 clusters Score -293862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -293865.093750 Penalty: 3815.740723
	Iteration 24Q: 3 clusters Score -293865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -293868.187500 Penalty: 3815.740723
	Iteration 25Q: 3 clusters Score -293868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -293871.062500 Penalty: 3815.740723
	Iteration 26Q: 3 clusters Score -293871.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -293876.656250 Penalty: 3815.740723
	Iteration 27Q: 3 clusters Score -293876.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -293881.500000 Penalty: 3815.740723
	Iteration 28Q: 3 clusters Score -293881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -293882.968750 Penalty: 3815.740723
	Iteration 29Q: 3 clusters Score -293883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -293883.531250 Penalty: 3815.740723
	Iteration 30Q: 3 clusters Score -293883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -293885.687500 Penalty: 3815.740723
	Iteration 31Q: 3 clusters Score -293885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -293889.375000 Penalty: 3815.740723
	Iteration 32Q: 3 clusters Score -293889.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -293893.062500 Penalty: 3815.740723
	Iteration 33Q: 3 clusters Score -293893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -293895.625000 Penalty: 3815.740723
	Iteration 34Q: 3 clusters Score -293895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -293897.125000 Penalty: 3815.740723
	Iteration 35Q: 3 clusters Score -293897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -293897.500000 Penalty: 3815.740723
	Iteration 36Q: 3 clusters Score -293897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -293898.125000 Penalty: 3815.740723
	Iteration 37Q: 3 clusters Score -293898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -293898.750000 Penalty: 3815.740723
	Iteration 38Q: 3 clusters Score -293898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -293898.750000 Penalty: 3815.740723
	Iteration 39F: 3 clusters Score -293898.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -57325.082031 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -57325.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56164.035156 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -56164.04 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56983.320312 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -56983.32 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57639.207031 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -57639.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -58017.871094 Penalty: 3025.758301
	Iteration 3F: 3 clusters Score -58017.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -58365.175781 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -58365.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -58433.378906 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -58433.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58443.296875 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -58443.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58445.664062 Penalty: 3025.758301
	Iteration 7F: 3 clusters Score -58445.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58458.625000 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -58458.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -58506.777344 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -58506.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58551.722656 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -58551.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58551.722656 Penalty: 3025.758301
	Iteration 11F: 3 clusters Score -58551.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 25041 members 
Mstep: Class 4 contains 158363 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 357 members 
Mstep: Class 9 contains 57646 members 
Mstep: Class 10 contains 17407 members 
Mstep: Class 11 contains 41921 members 
Mstep: Class 12 contains 90935 members 
Mstep: Class 13 contains 180030 members 
Mstep: Class 14 contains 159121 members 
Mstep: Class 16 contains 107614 members 
Mstep: Class 18 contains 9980 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83388 members 
Mstep: Class 21 contains 2193 members 
Mstep: Class 22 contains 89 members 
Mstep: Class 23 contains 90155 members 
Entering Unmasked Estep 
Score: -147039808.000000 Penalty: 72245.875000
Splitting cluster 22 changes total score from -147040736.000000 to -147039808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (90155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90155 members 
Entering Unmasked Estep 
Score: -12811381.000000 Penalty: 2829.502930
	Iteration 0F: 2 clusters Score -1.281138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -12751302.000000 Penalty: 5659.005859
	Iteration 0F: 3 clusters Score -1.27513e+07 nChanged 42568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -12775701.000000 Penalty: 5659.005859
	Iteration 1F: 3 clusters Score -1.27757e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -12776985.000000 Penalty: 5659.005859
	Iteration 2Q: 3 clusters Score -1.277698e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -12779047.000000 Penalty: 5659.005859
	Iteration 3Q: 3 clusters Score -1.277905e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -12782064.000000 Penalty: 5659.005859
	Iteration 4F: 3 clusters Score -1.278206e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -12786550.000000 Penalty: 5659.005859
	Iteration 5F: 3 clusters Score -1.278655e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -12792156.000000 Penalty: 5659.005859
	Iteration 6F: 3 clusters Score -1.279216e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -12797743.000000 Penalty: 5659.005859
	Iteration 7F: 3 clusters Score -1.279774e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75475 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -12801553.000000 Penalty: 5659.005859
	Iteration 8Q: 3 clusters Score -1.280155e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -12803659.000000 Penalty: 5659.005859
	Iteration 9Q: 3 clusters Score -1.280366e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -12804854.000000 Penalty: 5659.005859
	Iteration 10Q: 3 clusters Score -1.280485e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80922 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -12805711.000000 Penalty: 5659.005859
	Iteration 11Q: 3 clusters Score -1.280571e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -12806328.000000 Penalty: 5659.005859
	Iteration 12Q: 3 clusters Score -1.280633e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -12806802.000000 Penalty: 5659.005859
	Iteration 13Q: 3 clusters Score -1.28068e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -12807185.000000 Penalty: 5659.005859
	Iteration 14Q: 3 clusters Score -1.280718e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -12807525.000000 Penalty: 5659.005859
	Iteration 15Q: 3 clusters Score -1.280752e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -12807745.000000 Penalty: 5659.005859
	Iteration 16Q: 3 clusters Score -1.280774e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -12808019.000000 Penalty: 5659.005859
	Iteration 17Q: 3 clusters Score -1.280802e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -12808151.000000 Penalty: 5659.005859
	Iteration 18Q: 3 clusters Score -1.280815e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86859 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -12808350.000000 Penalty: 5659.005859
	Iteration 19Q: 3 clusters Score -1.280835e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -12808485.000000 Penalty: 5659.005859
	Iteration 20F: 3 clusters Score -1.280848e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -12808556.000000 Penalty: 5659.005859
	Iteration 21Q: 3 clusters Score -1.280856e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -12808582.000000 Penalty: 5659.005859
	Iteration 22Q: 3 clusters Score -1.280858e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87918 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -12808684.000000 Penalty: 5659.005859
	Iteration 23Q: 3 clusters Score -1.280868e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -12808719.000000 Penalty: 5659.005859
	Iteration 24Q: 3 clusters Score -1.280872e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -12808769.000000 Penalty: 5659.005859
	Iteration 25Q: 3 clusters Score -1.280877e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -12808810.000000 Penalty: 5659.005859
	Iteration 26Q: 3 clusters Score -1.280881e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -12808821.000000 Penalty: 5659.005859
	Iteration 27Q: 3 clusters Score -1.280882e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -12808836.000000 Penalty: 5659.005859
	Iteration 28Q: 3 clusters Score -1.280884e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -12808856.000000 Penalty: 5659.005859
	Iteration 29Q: 3 clusters Score -1.280886e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -12808866.000000 Penalty: 5659.005859
	Iteration 30Q: 3 clusters Score -1.280887e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -12808882.000000 Penalty: 5659.005859
	Iteration 31Q: 3 clusters Score -1.280888e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -12808904.000000 Penalty: 5659.005859
	Iteration 32Q: 3 clusters Score -1.28089e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -12808944.000000 Penalty: 5659.005859
	Iteration 33Q: 3 clusters Score -1.280894e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12808959.000000 Penalty: 5659.005859
	Iteration 34Q: 3 clusters Score -1.280896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -12808958.000000 Penalty: 5659.005859
	Iteration 35Q: 3 clusters Score -1.280896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -12808997.000000 Penalty: 5659.005859
	Iteration 36Q: 3 clusters Score -1.2809e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -12809014.000000 Penalty: 5659.005859
	Iteration 37Q: 3 clusters Score -1.280901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -12809013.000000 Penalty: 5659.005859
	Iteration 38Q: 3 clusters Score -1.280901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -12809002.000000 Penalty: 5659.005859
	Iteration 39Q: 3 clusters Score -1.2809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -12809017.000000 Penalty: 5659.005859
	Iteration 40F: 3 clusters Score -1.280902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12809005.000000 Penalty: 5659.005859
	Iteration 41Q: 3 clusters Score -1.2809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -12809014.000000 Penalty: 5659.005859
	Iteration 42Q: 3 clusters Score -1.280901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -12809014.000000 Penalty: 5659.005859
	Iteration 43Q: 3 clusters Score -1.280901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12809025.000000 Penalty: 5659.005859
	Iteration 44Q: 3 clusters Score -1.280902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -12809035.000000 Penalty: 5659.005859
	Iteration 45Q: 3 clusters Score -1.280904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -12809027.000000 Penalty: 5659.005859
	Iteration 46Q: 3 clusters Score -1.280903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -12809049.000000 Penalty: 5659.005859
	Iteration 47Q: 3 clusters Score -1.280905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12809049.000000 Penalty: 5659.005859
	Iteration 48Q: 3 clusters Score -1.280905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -12809061.000000 Penalty: 5659.005859
	Iteration 49Q: 3 clusters Score -1.280906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -12809062.000000 Penalty: 5659.005859
	Iteration 50Q: 3 clusters Score -1.280906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -12809061.000000 Penalty: 5659.005859
	Iteration 51Q: 3 clusters Score -1.280906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12809053.000000 Penalty: 5659.005859
	Iteration 52Q: 3 clusters Score -1.280905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12809051.000000 Penalty: 5659.005859
	Iteration 53Q: 3 clusters Score -1.280905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12809051.000000 Penalty: 5659.005859
	Iteration 54F: 3 clusters Score -1.280905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 25041 members 
Mstep: Class 4 contains 158363 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57646 members 
Mstep: Class 10 contains 17407 members 
Mstep: Class 11 contains 41921 members 
Mstep: Class 12 contains 90935 members 
Mstep: Class 13 contains 180030 members 
Mstep: Class 14 contains 159121 members 
Mstep: Class 16 contains 107614 members 
Mstep: Class 18 contains 9980 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83388 members 
Mstep: Class 21 contains 2193 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040560.000000 Penalty: 68805.593750
Iteration 159Q: 21 clusters Score -1.470406e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 25017 members 
Mstep: Class 4 contains 158380 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57645 members 
Mstep: Class 10 contains 17395 members 
Mstep: Class 11 contains 41937 members 
Mstep: Class 12 contains 90931 members 
Mstep: Class 13 contains 180043 members 
Mstep: Class 14 contains 159098 members 
Mstep: Class 16 contains 107619 members 
Mstep: Class 18 contains 9974 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83394 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90160 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 21 clusters Score -1.470403e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26957 members 
Mstep: Class 3 contains 24987 members 
Mstep: Class 4 contains 158369 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57650 members 
Mstep: Class 10 contains 17389 members 
Mstep: Class 11 contains 41952 members 
Mstep: Class 12 contains 90928 members 
Mstep: Class 13 contains 180074 members 
Mstep: Class 14 contains 159092 members 
Mstep: Class 16 contains 107626 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83406 members 
Mstep: Class 21 contains 2197 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90147 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 21 clusters Score -1.470402e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26958 members 
Mstep: Class 3 contains 24960 members 
Mstep: Class 4 contains 158356 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57653 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 41971 members 
Mstep: Class 12 contains 90926 members 
Mstep: Class 13 contains 180102 members 
Mstep: Class 14 contains 159084 members 
Mstep: Class 16 contains 107631 members 
Mstep: Class 18 contains 9969 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83413 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90138 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 21 clusters Score -1.470405e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26961 members 
Mstep: Class 3 contains 24932 members 
Mstep: Class 4 contains 158364 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57643 members 
Mstep: Class 10 contains 17374 members 
Mstep: Class 11 contains 41988 members 
Mstep: Class 12 contains 90913 members 
Mstep: Class 13 contains 180114 members 
Mstep: Class 14 contains 159100 members 
Mstep: Class 16 contains 107632 members 
Mstep: Class 18 contains 9970 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83425 members 
Mstep: Class 21 contains 2199 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90126 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 21 clusters Score -1.470406e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26970 members 
Mstep: Class 3 contains 24909 members 
Mstep: Class 4 contains 158397 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57639 members 
Mstep: Class 10 contains 17371 members 
Mstep: Class 11 contains 42005 members 
Mstep: Class 12 contains 90889 members 
Mstep: Class 13 contains 180119 members 
Mstep: Class 14 contains 159084 members 
Mstep: Class 16 contains 107620 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83433 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 21 clusters Score -1.470408e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 24883 members 
Mstep: Class 4 contains 158410 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57639 members 
Mstep: Class 10 contains 17372 members 
Mstep: Class 11 contains 42023 members 
Mstep: Class 12 contains 90881 members 
Mstep: Class 13 contains 180140 members 
Mstep: Class 14 contains 159073 members 
Mstep: Class 16 contains 107597 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83440 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90135 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 21 clusters Score -1.470407e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26979 members 
Mstep: Class 3 contains 24860 members 
Mstep: Class 4 contains 158415 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17369 members 
Mstep: Class 11 contains 42035 members 
Mstep: Class 12 contains 90869 members 
Mstep: Class 13 contains 180158 members 
Mstep: Class 14 contains 159073 members 
Mstep: Class 16 contains 107589 members 
Mstep: Class 18 contains 9972 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83454 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 21 clusters Score -1.470406e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26980 members 
Mstep: Class 3 contains 24846 members 
Mstep: Class 4 contains 158425 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57637 members 
Mstep: Class 10 contains 17358 members 
Mstep: Class 11 contains 42045 members 
Mstep: Class 12 contains 90861 members 
Mstep: Class 13 contains 180169 members 
Mstep: Class 14 contains 159071 members 
Mstep: Class 16 contains 107586 members 
Mstep: Class 18 contains 9971 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83459 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 21 clusters Score -1.470406e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26984 members 
Mstep: Class 3 contains 24831 members 
Mstep: Class 4 contains 158423 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57639 members 
Mstep: Class 10 contains 17350 members 
Mstep: Class 11 contains 42053 members 
Mstep: Class 12 contains 90853 members 
Mstep: Class 13 contains 180181 members 
Mstep: Class 14 contains 159083 members 
Mstep: Class 16 contains 107583 members 
Mstep: Class 18 contains 9969 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83464 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90127 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 21 clusters Score -1.470406e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26991 members 
Mstep: Class 3 contains 24810 members 
Mstep: Class 4 contains 158443 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17347 members 
Mstep: Class 11 contains 42059 members 
Mstep: Class 12 contains 90849 members 
Mstep: Class 13 contains 180192 members 
Mstep: Class 14 contains 159061 members 
Mstep: Class 16 contains 107583 members 
Mstep: Class 18 contains 9969 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83469 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 21 clusters Score -1.470406e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26993 members 
Mstep: Class 3 contains 24776 members 
Mstep: Class 4 contains 158484 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57638 members 
Mstep: Class 10 contains 17348 members 
Mstep: Class 11 contains 42065 members 
Mstep: Class 12 contains 90835 members 
Mstep: Class 13 contains 180216 members 
Mstep: Class 14 contains 159038 members 
Mstep: Class 16 contains 107575 members 
Mstep: Class 18 contains 9971 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83470 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040544.000000 Penalty: 68805.593750
Iteration 170Q: 21 clusters Score -1.470405e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26997 members 
Mstep: Class 3 contains 24742 members 
Mstep: Class 4 contains 158498 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17349 members 
Mstep: Class 11 contains 42068 members 
Mstep: Class 12 contains 90832 members 
Mstep: Class 13 contains 180228 members 
Mstep: Class 14 contains 159026 members 
Mstep: Class 16 contains 107575 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83490 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040576.000000 Penalty: 68805.593750
Iteration 171Q: 21 clusters Score -1.470406e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26997 members 
Mstep: Class 3 contains 24716 members 
Mstep: Class 4 contains 158524 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17344 members 
Mstep: Class 11 contains 42074 members 
Mstep: Class 12 contains 90832 members 
Mstep: Class 13 contains 180246 members 
Mstep: Class 14 contains 158999 members 
Mstep: Class 16 contains 107579 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83500 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90119 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 21 clusters Score -1.470406e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27001 members 
Mstep: Class 3 contains 24703 members 
Mstep: Class 4 contains 158533 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17341 members 
Mstep: Class 11 contains 42086 members 
Mstep: Class 12 contains 90832 members 
Mstep: Class 13 contains 180258 members 
Mstep: Class 14 contains 158965 members 
Mstep: Class 16 contains 107592 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83507 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040672.000000 Penalty: 68805.593750
Iteration 173Q: 21 clusters Score -1.470407e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27003 members 
Mstep: Class 3 contains 24685 members 
Mstep: Class 4 contains 158546 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17339 members 
Mstep: Class 11 contains 42096 members 
Mstep: Class 12 contains 90823 members 
Mstep: Class 13 contains 180271 members 
Mstep: Class 14 contains 158938 members 
Mstep: Class 16 contains 107598 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83519 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90112 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 21 clusters Score -1.470406e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27008 members 
Mstep: Class 3 contains 24668 members 
Mstep: Class 4 contains 158571 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57637 members 
Mstep: Class 10 contains 17338 members 
Mstep: Class 11 contains 42099 members 
Mstep: Class 12 contains 90825 members 
Mstep: Class 13 contains 180277 members 
Mstep: Class 14 contains 158902 members 
Mstep: Class 16 contains 107597 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83537 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040624.000000 Penalty: 68805.593750
Iteration 175Q: 21 clusters Score -1.470406e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27015 members 
Mstep: Class 3 contains 24654 members 
Mstep: Class 4 contains 158577 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17336 members 
Mstep: Class 11 contains 42106 members 
Mstep: Class 12 contains 90835 members 
Mstep: Class 13 contains 180287 members 
Mstep: Class 14 contains 158870 members 
Mstep: Class 16 contains 107601 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83551 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90097 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 21 clusters Score -1.470407e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27020 members 
Mstep: Class 3 contains 24634 members 
Mstep: Class 4 contains 158581 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17335 members 
Mstep: Class 11 contains 42109 members 
Mstep: Class 12 contains 90834 members 
Mstep: Class 13 contains 180297 members 
Mstep: Class 14 contains 158848 members 
Mstep: Class 16 contains 107605 members 
Mstep: Class 18 contains 9974 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83569 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90099 members 
Entering Unmasked Estep 
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Iteration 177Q: 21 clusters Score -1.470407e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27023 members 
Mstep: Class 3 contains 24615 members 
Mstep: Class 4 contains 158575 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17335 members 
Mstep: Class 11 contains 42110 members 
Mstep: Class 12 contains 90832 members 
Mstep: Class 13 contains 180302 members 
Mstep: Class 14 contains 158851 members 
Mstep: Class 16 contains 107608 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83575 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040704.000000 Penalty: 68805.593750
Iteration 178Q: 21 clusters Score -1.470407e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27028 members 
Mstep: Class 3 contains 24597 members 
Mstep: Class 4 contains 158569 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57639 members 
Mstep: Class 10 contains 17336 members 
Mstep: Class 11 contains 42114 members 
Mstep: Class 12 contains 90820 members 
Mstep: Class 13 contains 180312 members 
Mstep: Class 14 contains 158845 members 
Mstep: Class 16 contains 107607 members 
Mstep: Class 18 contains 9972 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83581 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040576.000000 Penalty: 68805.593750
Iteration 179Q: 21 clusters Score -1.470406e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27032 members 
Mstep: Class 3 contains 24579 members 
Mstep: Class 4 contains 158568 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57640 members 
Mstep: Class 10 contains 17333 members 
Mstep: Class 11 contains 42113 members 
Mstep: Class 12 contains 90814 members 
Mstep: Class 13 contains 180322 members 
Mstep: Class 14 contains 158839 members 
Mstep: Class 16 contains 107612 members 
Mstep: Class 18 contains 9971 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83585 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040576.000000 Penalty: 68805.593750
Iteration 180F: 21 clusters Score -1.470406e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27031 members 
Mstep: Class 3 contains 24558 members 
Mstep: Class 4 contains 158571 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57640 members 
Mstep: Class 10 contains 17332 members 
Mstep: Class 11 contains 42113 members 
Mstep: Class 12 contains 90810 members 
Mstep: Class 13 contains 180341 members 
Mstep: Class 14 contains 158835 members 
Mstep: Class 16 contains 107614 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83587 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040768.000000 Penalty: 68805.593750
Iteration 181Q: 21 clusters Score -1.470408e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 24541 members 
Mstep: Class 4 contains 158561 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57639 members 
Mstep: Class 10 contains 17330 members 
Mstep: Class 11 contains 42112 members 
Mstep: Class 12 contains 90803 members 
Mstep: Class 13 contains 180355 members 
Mstep: Class 14 contains 158837 members 
Mstep: Class 16 contains 107618 members 
Mstep: Class 18 contains 9974 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83590 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040720.000000 Penalty: 68805.593750
Iteration 182Q: 21 clusters Score -1.470407e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27038 members 
Mstep: Class 3 contains 24526 members 
Mstep: Class 4 contains 158546 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57641 members 
Mstep: Class 10 contains 17328 members 
Mstep: Class 11 contains 42111 members 
Mstep: Class 12 contains 90797 members 
Mstep: Class 13 contains 180372 members 
Mstep: Class 14 contains 158848 members 
Mstep: Class 16 contains 107619 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83591 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040672.000000 Penalty: 68805.593750
Iteration 183Q: 21 clusters Score -1.470407e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27040 members 
Mstep: Class 3 contains 24506 members 
Mstep: Class 4 contains 158537 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57642 members 
Mstep: Class 10 contains 17327 members 
Mstep: Class 11 contains 42108 members 
Mstep: Class 12 contains 90795 members 
Mstep: Class 13 contains 180382 members 
Mstep: Class 14 contains 158867 members 
Mstep: Class 16 contains 107617 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83597 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040608.000000 Penalty: 68805.593750
Iteration 184Q: 21 clusters Score -1.470406e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27040 members 
Mstep: Class 3 contains 24488 members 
Mstep: Class 4 contains 158534 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57637 members 
Mstep: Class 10 contains 17326 members 
Mstep: Class 11 contains 42106 members 
Mstep: Class 12 contains 90797 members 
Mstep: Class 13 contains 180393 members 
Mstep: Class 14 contains 158878 members 
Mstep: Class 16 contains 107617 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83602 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040688.000000 Penalty: 68805.593750
Iteration 185Q: 21 clusters Score -1.470407e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27041 members 
Mstep: Class 3 contains 24475 members 
Mstep: Class 4 contains 158534 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17324 members 
Mstep: Class 11 contains 42104 members 
Mstep: Class 12 contains 90793 members 
Mstep: Class 13 contains 180408 members 
Mstep: Class 14 contains 158879 members 
Mstep: Class 16 contains 107623 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83605 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040640.000000 Penalty: 68805.593750
Iteration 186Q: 21 clusters Score -1.470406e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27042 members 
Mstep: Class 3 contains 24460 members 
Mstep: Class 4 contains 158522 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17322 members 
Mstep: Class 11 contains 42107 members 
Mstep: Class 12 contains 90797 members 
Mstep: Class 13 contains 180416 members 
Mstep: Class 14 contains 158878 members 
Mstep: Class 16 contains 107630 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83609 members 
Mstep: Class 21 contains 2203 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040688.000000 Penalty: 68805.593750
Iteration 187Q: 21 clusters Score -1.470407e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27043 members 
Mstep: Class 3 contains 24452 members 
Mstep: Class 4 contains 158515 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17320 members 
Mstep: Class 11 contains 42113 members 
Mstep: Class 12 contains 90799 members 
Mstep: Class 13 contains 180407 members 
Mstep: Class 14 contains 158880 members 
Mstep: Class 16 contains 107637 members 
Mstep: Class 18 contains 9974 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83618 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040544.000000 Penalty: 68805.593750
Iteration 188Q: 21 clusters Score -1.470405e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27045 members 
Mstep: Class 3 contains 24441 members 
Mstep: Class 4 contains 158503 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57628 members 
Mstep: Class 10 contains 17317 members 
Mstep: Class 11 contains 42119 members 
Mstep: Class 12 contains 90809 members 
Mstep: Class 13 contains 180414 members 
Mstep: Class 14 contains 158882 members 
Mstep: Class 16 contains 107638 members 
Mstep: Class 18 contains 9974 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83617 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040608.000000 Penalty: 68805.593750
Iteration 189Q: 21 clusters Score -1.470406e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27048 members 
Mstep: Class 3 contains 24428 members 
Mstep: Class 4 contains 158511 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57626 members 
Mstep: Class 10 contains 17318 members 
Mstep: Class 11 contains 42125 members 
Mstep: Class 12 contains 90809 members 
Mstep: Class 13 contains 180412 members 
Mstep: Class 14 contains 158874 members 
Mstep: Class 16 contains 107640 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83623 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040576.000000 Penalty: 68805.593750
Iteration 190Q: 21 clusters Score -1.470406e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27051 members 
Mstep: Class 3 contains 24418 members 
Mstep: Class 4 contains 158521 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57621 members 
Mstep: Class 10 contains 17317 members 
Mstep: Class 11 contains 42127 members 
Mstep: Class 12 contains 90815 members 
Mstep: Class 13 contains 180414 members 
Mstep: Class 14 contains 158866 members 
Mstep: Class 16 contains 107641 members 
Mstep: Class 18 contains 9974 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83625 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040592.000000 Penalty: 68805.593750
Iteration 191Q: 21 clusters Score -1.470406e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27053 members 
Mstep: Class 3 contains 24414 members 
Mstep: Class 4 contains 158527 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57621 members 
Mstep: Class 10 contains 17316 members 
Mstep: Class 11 contains 42126 members 
Mstep: Class 12 contains 90809 members 
Mstep: Class 13 contains 180411 members 
Mstep: Class 14 contains 158873 members 
Mstep: Class 16 contains 107642 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83626 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040544.000000 Penalty: 68805.593750
Iteration 192Q: 21 clusters Score -1.470405e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27056 members 
Mstep: Class 3 contains 24404 members 
Mstep: Class 4 contains 158522 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57619 members 
Mstep: Class 10 contains 17318 members 
Mstep: Class 11 contains 42124 members 
Mstep: Class 12 contains 90816 members 
Mstep: Class 13 contains 180414 members 
Mstep: Class 14 contains 158870 members 
Mstep: Class 16 contains 107647 members 
Mstep: Class 18 contains 9974 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83628 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040592.000000 Penalty: 68805.593750
Iteration 193Q: 21 clusters Score -1.470406e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27058 members 
Mstep: Class 3 contains 24396 members 
Mstep: Class 4 contains 158517 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57621 members 
Mstep: Class 10 contains 17317 members 
Mstep: Class 11 contains 42124 members 
Mstep: Class 12 contains 90817 members 
Mstep: Class 13 contains 180421 members 
Mstep: Class 14 contains 158866 members 
Mstep: Class 16 contains 107651 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83629 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040640.000000 Penalty: 68805.593750
Iteration 194Q: 21 clusters Score -1.470406e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27057 members 
Mstep: Class 3 contains 24389 members 
Mstep: Class 4 contains 158506 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57625 members 
Mstep: Class 10 contains 17317 members 
Mstep: Class 11 contains 42126 members 
Mstep: Class 12 contains 90817 members 
Mstep: Class 13 contains 180421 members 
Mstep: Class 14 contains 158872 members 
Mstep: Class 16 contains 107651 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83633 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040768.000000 Penalty: 68805.593750
Iteration 195Q: 21 clusters Score -1.470408e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27060 members 
Mstep: Class 3 contains 24386 members 
Mstep: Class 4 contains 158507 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57626 members 
Mstep: Class 10 contains 17311 members 
Mstep: Class 11 contains 42128 members 
Mstep: Class 12 contains 90829 members 
Mstep: Class 13 contains 180425 members 
Mstep: Class 14 contains 158858 members 
Mstep: Class 16 contains 107651 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83634 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 196Q: 21 clusters Score -1.470409e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27064 members 
Mstep: Class 3 contains 24384 members 
Mstep: Class 4 contains 158497 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57626 members 
Mstep: Class 10 contains 17308 members 
Mstep: Class 11 contains 42132 members 
Mstep: Class 12 contains 90837 members 
Mstep: Class 13 contains 180425 members 
Mstep: Class 14 contains 158847 members 
Mstep: Class 16 contains 107654 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83637 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 197Q: 21 clusters Score -1.470409e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27064 members 
Mstep: Class 3 contains 24382 members 
Mstep: Class 4 contains 158490 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57625 members 
Mstep: Class 10 contains 17305 members 
Mstep: Class 11 contains 42132 members 
Mstep: Class 12 contains 90840 members 
Mstep: Class 13 contains 180419 members 
Mstep: Class 14 contains 158854 members 
Mstep: Class 16 contains 107655 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83638 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040832.000000 Penalty: 68805.593750
Iteration 198Q: 21 clusters Score -1.470408e+08 nChanged 61
Entering ConstructFrom: 
Score: -147040832.000000 Penalty: 68805.593750
Entering ConstructFrom: 
Trying to split cluster 1 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -154081.140625 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -154081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152086.109375 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -152086.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152481.015625 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -152481 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -152626.609375 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -152626.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152708.046875 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -152708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -152761.765625 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -152761.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152800.484375 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -152800.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152822.046875 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -152822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152843.437500 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -152843.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152859.593750 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -152859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152876.078125 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -152876.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -152893.546875 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -152893.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152913.203125 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -152913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -152926.203125 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -152926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152935.109375 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -152935.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -152946.265625 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -152946.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -152954.421875 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -152954.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -152965.296875 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -152965.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152971.312500 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -152971.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152978.468750 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -152978.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -152985.968750 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -152986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152990.890625 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -152990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152993.500000 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -152993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -152996.156250 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -152996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -153001.453125 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -153001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -153004.375000 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -153004.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -153005.734375 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -153005.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -153005.734375 Penalty: 3477.114746
	Iteration 26F: 3 clusters Score -153005.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Entering Unmasked Estep 
Score: -3857057.000000 Penalty: 2531.105469
	Iteration 0F: 2 clusters Score -3857057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3838384.000000 Penalty: 5062.210938
	Iteration 0F: 3 clusters Score -3838384 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3845051.500000 Penalty: 5062.210938
	Iteration 1F: 3 clusters Score -3845052 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3845618.250000 Penalty: 5062.210938
	Iteration 2F: 3 clusters Score -3845618 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3846240.250000 Penalty: 5062.210938
	Iteration 3F: 3 clusters Score -3846240 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3846994.750000 Penalty: 5062.210938
	Iteration 4F: 3 clusters Score -3846995 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3848033.250000 Penalty: 5062.210938
	Iteration 5F: 3 clusters Score -3848033 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3849493.500000 Penalty: 5062.210938
	Iteration 6F: 3 clusters Score -3849494 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3851265.250000 Penalty: 5062.210938
	Iteration 7F: 3 clusters Score -3851265 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -3852799.000000 Penalty: 5062.210938
	Iteration 8F: 3 clusters Score -3852799 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3853976.750000 Penalty: 5062.210938
	Iteration 9Q: 3 clusters Score -3853977 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3854639.000000 Penalty: 5062.210938
	Iteration 10Q: 3 clusters Score -3854639 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3854905.000000 Penalty: 5062.210938
	Iteration 11Q: 3 clusters Score -3854905 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3855023.750000 Penalty: 5062.210938
	Iteration 12Q: 3 clusters Score -3855024 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3855107.500000 Penalty: 5062.210938
	Iteration 13Q: 3 clusters Score -3855108 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3855185.750000 Penalty: 5062.210938
	Iteration 14Q: 3 clusters Score -3855186 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3855250.750000 Penalty: 5062.210938
	Iteration 15Q: 3 clusters Score -3855251 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3855293.250000 Penalty: 5062.210938
	Iteration 16Q: 3 clusters Score -3855293 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3855329.500000 Penalty: 5062.210938
	Iteration 17Q: 3 clusters Score -3855330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3855351.250000 Penalty: 5062.210938
	Iteration 18Q: 3 clusters Score -3855351 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3855374.000000 Penalty: 5062.210938
	Iteration 19Q: 3 clusters Score -3855374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3855393.750000 Penalty: 5062.210938
	Iteration 20F: 3 clusters Score -3855394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3855411.000000 Penalty: 5062.210938
	Iteration 21Q: 3 clusters Score -3855411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3855420.250000 Penalty: 5062.210938
	Iteration 22Q: 3 clusters Score -3855420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3855429.750000 Penalty: 5062.210938
	Iteration 23Q: 3 clusters Score -3855430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3855438.250000 Penalty: 5062.210938
	Iteration 24Q: 3 clusters Score -3855438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3855444.000000 Penalty: 5062.210938
	Iteration 25Q: 3 clusters Score -3855444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3855439.250000 Penalty: 5062.210938
	Iteration 26Q: 3 clusters Score -3855439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3855452.500000 Penalty: 5062.210938
	Iteration 27Q: 3 clusters Score -3855452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3855455.000000 Penalty: 5062.210938
	Iteration 28Q: 3 clusters Score -3855455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3855456.250000 Penalty: 5062.210938
	Iteration 29Q: 3 clusters Score -3855456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3855461.000000 Penalty: 5062.210938
	Iteration 30Q: 3 clusters Score -3855461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3855468.000000 Penalty: 5062.210938
	Iteration 31Q: 3 clusters Score -3855468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3855469.500000 Penalty: 5062.210938
	Iteration 32Q: 3 clusters Score -3855470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3855472.000000 Penalty: 5062.210938
	Iteration 33Q: 3 clusters Score -3855472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3855470.500000 Penalty: 5062.210938
	Iteration 34Q: 3 clusters Score -3855470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3855475.000000 Penalty: 5062.210938
	Iteration 35Q: 3 clusters Score -3855475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3855476.500000 Penalty: 5062.210938
	Iteration 36Q: 3 clusters Score -3855476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3855476.500000 Penalty: 5062.210938
	Iteration 37Q: 3 clusters Score -3855476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3855477.250000 Penalty: 5062.210938
	Iteration 38Q: 3 clusters Score -3855477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3855477.250000 Penalty: 5062.210938
	Iteration 39F: 3 clusters Score -3855477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Entering Unmasked Estep 
Score: -3469214.000000 Penalty: 2505.156250
	Iteration 0F: 2 clusters Score -3469214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3452314.750000 Penalty: 5010.312500
	Iteration 0F: 3 clusters Score -3452315 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3458156.500000 Penalty: 5010.312500
	Iteration 1F: 3 clusters Score -3458156 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3458525.750000 Penalty: 5010.312500
	Iteration 2Q: 3 clusters Score -3458526 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3458897.750000 Penalty: 5010.312500
	Iteration 3Q: 3 clusters Score -3458898 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3459248.000000 Penalty: 5010.312500
	Iteration 4Q: 3 clusters Score -3459248 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3459668.500000 Penalty: 5010.312500
	Iteration 5Q: 3 clusters Score -3459668 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3460293.750000 Penalty: 5010.312500
	Iteration 6Q: 3 clusters Score -3460294 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3461226.500000 Penalty: 5010.312500
	Iteration 7F: 3 clusters Score -3461226 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3462602.250000 Penalty: 5010.312500
	Iteration 8F: 3 clusters Score -3462602 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3464344.250000 Penalty: 5010.312500
	Iteration 9F: 3 clusters Score -3464344 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3465781.000000 Penalty: 5010.312500
	Iteration 10F: 3 clusters Score -3465781 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3466706.000000 Penalty: 5010.312500
	Iteration 11Q: 3 clusters Score -3466706 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3467171.000000 Penalty: 5010.312500
	Iteration 12Q: 3 clusters Score -3467171 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3467444.750000 Penalty: 5010.312500
	Iteration 13Q: 3 clusters Score -3467445 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3467569.750000 Penalty: 5010.312500
	Iteration 14Q: 3 clusters Score -3467570 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3467638.500000 Penalty: 5010.312500
	Iteration 15Q: 3 clusters Score -3467638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -3467681.500000 Penalty: 5010.312500
	Iteration 16Q: 3 clusters Score -3467682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3467709.000000 Penalty: 5010.312500
	Iteration 17Q: 3 clusters Score -3467709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3467737.750000 Penalty: 5010.312500
	Iteration 18Q: 3 clusters Score -3467738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3467766.000000 Penalty: 5010.312500
	Iteration 19Q: 3 clusters Score -3467766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3467782.000000 Penalty: 5010.312500
	Iteration 20F: 3 clusters Score -3467782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3467791.250000 Penalty: 5010.312500
	Iteration 21Q: 3 clusters Score -3467791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3467799.000000 Penalty: 5010.312500
	Iteration 22Q: 3 clusters Score -3467799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3467804.000000 Penalty: 5010.312500
	Iteration 23Q: 3 clusters Score -3467804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3467815.250000 Penalty: 5010.312500
	Iteration 24Q: 3 clusters Score -3467815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3467818.500000 Penalty: 5010.312500
	Iteration 25Q: 3 clusters Score -3467818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3467818.000000 Penalty: 5010.312500
	Iteration 26Q: 3 clusters Score -3467818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3467816.000000 Penalty: 5010.312500
	Iteration 27Q: 3 clusters Score -3467816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3467814.750000 Penalty: 5010.312500
	Iteration 28Q: 3 clusters Score -3467815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3467814.000000 Penalty: 5010.312500
	Iteration 29Q: 3 clusters Score -3467814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3467813.500000 Penalty: 5010.312500
	Iteration 30Q: 3 clusters Score -3467814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3467822.000000 Penalty: 5010.312500
	Iteration 31Q: 3 clusters Score -3467822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3467822.500000 Penalty: 5010.312500
	Iteration 32Q: 3 clusters Score -3467822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -3467828.500000 Penalty: 5010.312500
	Iteration 33Q: 3 clusters Score -3467828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3467834.500000 Penalty: 5010.312500
	Iteration 34Q: 3 clusters Score -3467834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3467830.000000 Penalty: 5010.312500
	Iteration 35Q: 3 clusters Score -3467830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3467834.250000 Penalty: 5010.312500
	Iteration 36Q: 3 clusters Score -3467834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3467839.750000 Penalty: 5010.312500
	Iteration 37Q: 3 clusters Score -3467840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3467843.500000 Penalty: 5010.312500
	Iteration 38Q: 3 clusters Score -3467844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3467847.750000 Penalty: 5010.312500
	Iteration 39Q: 3 clusters Score -3467848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3467852.500000 Penalty: 5010.312500
	Iteration 40F: 3 clusters Score -3467852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3467853.000000 Penalty: 5010.312500
	Iteration 41Q: 3 clusters Score -3467853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3467853.250000 Penalty: 5010.312500
	Iteration 42Q: 3 clusters Score -3467853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3467854.500000 Penalty: 5010.312500
	Iteration 43Q: 3 clusters Score -3467854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3467854.000000 Penalty: 5010.312500
	Iteration 44Q: 3 clusters Score -3467854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3467855.500000 Penalty: 5010.312500
	Iteration 45Q: 3 clusters Score -3467856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3467853.250000 Penalty: 5010.312500
	Iteration 46Q: 3 clusters Score -3467853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3467852.250000 Penalty: 5010.312500
	Iteration 47Q: 3 clusters Score -3467852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3467851.750000 Penalty: 5010.312500
	Iteration 48Q: 3 clusters Score -3467852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3467854.000000 Penalty: 5010.312500
	Iteration 49Q: 3 clusters Score -3467854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -3467855.750000 Penalty: 5010.312500
	Iteration 50Q: 3 clusters Score -3467856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -3467854.500000 Penalty: 5010.312500
	Iteration 51Q: 3 clusters Score -3467854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3467859.750000 Penalty: 5010.312500
	Iteration 52Q: 3 clusters Score -3467860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3467858.750000 Penalty: 5010.312500
	Iteration 53Q: 3 clusters Score -3467859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -3467862.500000 Penalty: 5010.312500
	Iteration 54Q: 3 clusters Score -3467862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3467858.250000 Penalty: 5010.312500
	Iteration 55Q: 3 clusters Score -3467858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3467858.000000 Penalty: 5010.312500
	Iteration 56Q: 3 clusters Score -3467858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3467861.750000 Penalty: 5010.312500
	Iteration 57Q: 3 clusters Score -3467862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3467861.750000 Penalty: 5010.312500
	Iteration 58F: 3 clusters Score -3467862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158488 members 
Entering Unmasked Estep 
Score: -22230160.000000 Penalty: 2969.411621
	Iteration 0F: 2 clusters Score -2.223016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 79077 members 
Entering Unmasked Estep 
Score: -22127192.000000 Penalty: 5938.823242
	Iteration 0F: 3 clusters Score -2.212719e+07 nChanged 75648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 75395 members 
Entering Unmasked Estep 
Score: -22172554.000000 Penalty: 5938.823242
	Iteration 1F: 3 clusters Score -2.217255e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -22176178.000000 Penalty: 5938.823242
	Iteration 2Q: 3 clusters Score -2.217618e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 67724 members 
Entering Unmasked Estep 
Score: -22182092.000000 Penalty: 5938.823242
	Iteration 3F: 3 clusters Score -2.218209e+07 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -22190688.000000 Penalty: 5938.823242
	Iteration 4F: 3 clusters Score -2.219069e+07 nChanged 12988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105911 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -22202080.000000 Penalty: 5938.823242
	Iteration 5F: 3 clusters Score -2.220208e+07 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113006 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -22213230.000000 Penalty: 5938.823242
	Iteration 6F: 3 clusters Score -2.221323e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117384 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -22219856.000000 Penalty: 5938.823242
	Iteration 7F: 3 clusters Score -2.221986e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120143 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -22221912.000000 Penalty: 5938.823242
	Iteration 8Q: 3 clusters Score -2.222191e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122512 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -22222846.000000 Penalty: 5938.823242
	Iteration 9Q: 3 clusters Score -2.222285e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124713 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -22223440.000000 Penalty: 5938.823242
	Iteration 10Q: 3 clusters Score -2.222344e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126863 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -22224134.000000 Penalty: 5938.823242
	Iteration 11Q: 3 clusters Score -2.222413e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128904 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -22224788.000000 Penalty: 5938.823242
	Iteration 12Q: 3 clusters Score -2.222479e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130929 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -22225390.000000 Penalty: 5938.823242
	Iteration 13Q: 3 clusters Score -2.222539e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132921 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -22226074.000000 Penalty: 5938.823242
	Iteration 14Q: 3 clusters Score -2.222607e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134741 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -22226550.000000 Penalty: 5938.823242
	Iteration 15Q: 3 clusters Score -2.222655e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136380 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -22227058.000000 Penalty: 5938.823242
	Iteration 16Q: 3 clusters Score -2.222706e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137928 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -22227568.000000 Penalty: 5938.823242
	Iteration 17Q: 3 clusters Score -2.222757e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139338 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -22228006.000000 Penalty: 5938.823242
	Iteration 18Q: 3 clusters Score -2.222801e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140605 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -22228332.000000 Penalty: 5938.823242
	Iteration 19Q: 3 clusters Score -2.222833e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141810 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -22228636.000000 Penalty: 5938.823242
	Iteration 20F: 3 clusters Score -2.222864e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142917 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -22229016.000000 Penalty: 5938.823242
	Iteration 21Q: 3 clusters Score -2.222902e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143936 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -22229200.000000 Penalty: 5938.823242
	Iteration 22Q: 3 clusters Score -2.22292e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144891 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -22229430.000000 Penalty: 5938.823242
	Iteration 23Q: 3 clusters Score -2.222943e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145717 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -22229586.000000 Penalty: 5938.823242
	Iteration 24Q: 3 clusters Score -2.222959e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146453 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -22229734.000000 Penalty: 5938.823242
	Iteration 25Q: 3 clusters Score -2.222973e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147113 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -22229838.000000 Penalty: 5938.823242
	Iteration 26Q: 3 clusters Score -2.222984e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147705 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -22229902.000000 Penalty: 5938.823242
	Iteration 27Q: 3 clusters Score -2.22299e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148248 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -22230032.000000 Penalty: 5938.823242
	Iteration 28Q: 3 clusters Score -2.223003e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148705 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -22230078.000000 Penalty: 5938.823242
	Iteration 29Q: 3 clusters Score -2.223008e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149110 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -22230074.000000 Penalty: 5938.823242
	Iteration 30Q: 3 clusters Score -2.223007e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -22230066.000000 Penalty: 5938.823242
	Iteration 31Q: 3 clusters Score -2.223007e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149814 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -22230062.000000 Penalty: 5938.823242
	Iteration 32Q: 3 clusters Score -2.223006e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150120 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -22230080.000000 Penalty: 5938.823242
	Iteration 33Q: 3 clusters Score -2.223008e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150424 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -22230110.000000 Penalty: 5938.823242
	Iteration 34Q: 3 clusters Score -2.223011e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -22230076.000000 Penalty: 5938.823242
	Iteration 35Q: 3 clusters Score -2.223008e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150954 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -22230116.000000 Penalty: 5938.823242
	Iteration 36Q: 3 clusters Score -2.223012e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151207 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -22230048.000000 Penalty: 5938.823242
	Iteration 37Q: 3 clusters Score -2.223005e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151436 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -22230026.000000 Penalty: 5938.823242
	Iteration 38Q: 3 clusters Score -2.223003e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151627 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -22230026.000000 Penalty: 5938.823242
	Iteration 39Q: 3 clusters Score -2.223003e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151790 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -22229990.000000 Penalty: 5938.823242
	Iteration 40F: 3 clusters Score -2.222999e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151935 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -22230018.000000 Penalty: 5938.823242
	Iteration 41Q: 3 clusters Score -2.223002e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152081 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -22230012.000000 Penalty: 5938.823242
	Iteration 42Q: 3 clusters Score -2.223001e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152215 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -22230000.000000 Penalty: 5938.823242
	Iteration 43Q: 3 clusters Score -2.223e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152346 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -22229990.000000 Penalty: 5938.823242
	Iteration 44Q: 3 clusters Score -2.222999e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152466 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -22229984.000000 Penalty: 5938.823242
	Iteration 45Q: 3 clusters Score -2.222998e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152558 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -22229990.000000 Penalty: 5938.823242
	Iteration 46Q: 3 clusters Score -2.222999e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -22229998.000000 Penalty: 5938.823242
	Iteration 47Q: 3 clusters Score -2.223e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152729 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -22230012.000000 Penalty: 5938.823242
	Iteration 48Q: 3 clusters Score -2.223001e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152803 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -22229998.000000 Penalty: 5938.823242
	Iteration 49Q: 3 clusters Score -2.223e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152881 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -22229972.000000 Penalty: 5938.823242
	Iteration 50Q: 3 clusters Score -2.222997e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152956 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -22229994.000000 Penalty: 5938.823242
	Iteration 51Q: 3 clusters Score -2.222999e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153039 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -22229998.000000 Penalty: 5938.823242
	Iteration 52Q: 3 clusters Score -2.223e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153119 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -22229982.000000 Penalty: 5938.823242
	Iteration 53Q: 3 clusters Score -2.222998e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153186 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -22229972.000000 Penalty: 5938.823242
	Iteration 54Q: 3 clusters Score -2.222997e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153244 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -22229946.000000 Penalty: 5938.823242
	Iteration 55Q: 3 clusters Score -2.222995e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153307 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -22229946.000000 Penalty: 5938.823242
	Iteration 56Q: 3 clusters Score -2.222995e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -22229922.000000 Penalty: 5938.823242
	Iteration 57Q: 3 clusters Score -2.222992e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153400 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -22229906.000000 Penalty: 5938.823242
	Iteration 58Q: 3 clusters Score -2.222991e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -22229940.000000 Penalty: 5938.823242
	Iteration 59Q: 3 clusters Score -2.222994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153477 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -22229956.000000 Penalty: 5938.823242
	Iteration 60F: 3 clusters Score -2.222996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153502 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -22229956.000000 Penalty: 5938.823242
	Iteration 61Q: 3 clusters Score -2.222996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153523 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -22229958.000000 Penalty: 5938.823242
	Iteration 62Q: 3 clusters Score -2.222996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153544 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -22229952.000000 Penalty: 5938.823242
	Iteration 63Q: 3 clusters Score -2.222995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -22229954.000000 Penalty: 5938.823242
	Iteration 64Q: 3 clusters Score -2.222995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153580 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -22229938.000000 Penalty: 5938.823242
	Iteration 65Q: 3 clusters Score -2.222994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -22229956.000000 Penalty: 5938.823242
	Iteration 66Q: 3 clusters Score -2.222996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -22229934.000000 Penalty: 5938.823242
	Iteration 67Q: 3 clusters Score -2.222993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153641 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -22229964.000000 Penalty: 5938.823242
	Iteration 68Q: 3 clusters Score -2.222996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153663 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -22229964.000000 Penalty: 5938.823242
	Iteration 69Q: 3 clusters Score -2.222996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153684 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -22229962.000000 Penalty: 5938.823242
	Iteration 70Q: 3 clusters Score -2.222996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153709 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -22229936.000000 Penalty: 5938.823242
	Iteration 71Q: 3 clusters Score -2.222994e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153739 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -22229956.000000 Penalty: 5938.823242
	Iteration 72Q: 3 clusters Score -2.222996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153764 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -22229908.000000 Penalty: 5938.823242
	Iteration 73Q: 3 clusters Score -2.222991e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153786 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -22229930.000000 Penalty: 5938.823242
	Iteration 74Q: 3 clusters Score -2.222993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153801 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -22229940.000000 Penalty: 5938.823242
	Iteration 75Q: 3 clusters Score -2.222994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -22229954.000000 Penalty: 5938.823242
	Iteration 76Q: 3 clusters Score -2.222995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153843 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -22229940.000000 Penalty: 5938.823242
	Iteration 77Q: 3 clusters Score -2.222994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153858 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -22229918.000000 Penalty: 5938.823242
	Iteration 78Q: 3 clusters Score -2.222992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153873 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -22229914.000000 Penalty: 5938.823242
	Iteration 79Q: 3 clusters Score -2.222991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153883 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -22229934.000000 Penalty: 5938.823242
	Iteration 80F: 3 clusters Score -2.222993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153892 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -22229906.000000 Penalty: 5938.823242
	Iteration 81Q: 3 clusters Score -2.222991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -22229890.000000 Penalty: 5938.823242
	Iteration 82Q: 3 clusters Score -2.222989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153907 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -22229896.000000 Penalty: 5938.823242
	Iteration 83Q: 3 clusters Score -2.22299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153914 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -22229890.000000 Penalty: 5938.823242
	Iteration 84Q: 3 clusters Score -2.222989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153919 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -22229896.000000 Penalty: 5938.823242
	Iteration 85Q: 3 clusters Score -2.22299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153923 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -22229890.000000 Penalty: 5938.823242
	Iteration 86Q: 3 clusters Score -2.222989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153923 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -22229892.000000 Penalty: 5938.823242
	Iteration 87Q: 3 clusters Score -2.222989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153925 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -22229886.000000 Penalty: 5938.823242
	Iteration 88Q: 3 clusters Score -2.222989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153928 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -22229890.000000 Penalty: 5938.823242
	Iteration 89Q: 3 clusters Score -2.222989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153928 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -22229890.000000 Penalty: 5938.823242
	Iteration 90F: 3 clusters Score -2.222989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51934.109375 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51934.11 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 212 members 
Entering Unmasked Estep 
Score: -50580.945312 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50580.95 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50866.089844 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50866.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50996.574219 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -50996.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51065.683594 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -51065.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51206.605469 Penalty: 3021.289795
	Iteration 4F: 3 clusters Score -51206.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51427.164062 Penalty: 3021.289795
	Iteration 5F: 3 clusters Score -51427.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51676.246094 Penalty: 3021.289795
	Iteration 6F: 3 clusters Score -51676.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -52082.847656 Penalty: 3021.289795
	Iteration 7F: 3 clusters Score -52082.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -52194.582031 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -52194.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -52248.101562 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -52248.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -52298.441406 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -52298.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -52330.902344 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -52330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -52348.289062 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -52348.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -52397.949219 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -52397.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -52507.355469 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -52507.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -52570.296875 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -52570.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52575.324219 Penalty: 3021.289795
	Iteration 16Q: 3 clusters Score -52575.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52575.324219 Penalty: 3021.289795
	Iteration 17F: 3 clusters Score -52575.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27067 members 
Mstep: Class 3 contains 24378 members 
Mstep: Class 4 contains 158488 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 57625 members 
Mstep: Class 10 contains 17300 members 
Mstep: Class 11 contains 42133 members 
Mstep: Class 12 contains 90843 members 
Mstep: Class 13 contains 180413 members 
Mstep: Class 14 contains 158853 members 
Mstep: Class 16 contains 107659 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83641 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90161 members 
Entering Unmasked Estep 
Score: -147039472.000000 Penalty: 72245.875000
Splitting cluster 5 changes total score from -147040832.000000 to -147039472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -307814.625000 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -307814.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -305040.812500 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -305040.8 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -305523.093750 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -305523.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -305659.968750 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -305660 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305748.437500 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -305748.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -305798.281250 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -305798.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -305826.312500 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -305826.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -305844.531250 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -305844.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -305860.468750 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -305860.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -305870.500000 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -305870.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -305881.031250 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -305881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -305888.937500 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -305888.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -305893.718750 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -305893.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -305894.312500 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -305894.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -305894.875000 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -305894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -305896.937500 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -305896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -305898.718750 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -305898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -305899.718750 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -305899.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -305900.562500 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -305900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -305902.000000 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -305902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -305903.406250 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -305903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -305903.875000 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -305903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -305903.781250 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -305903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -305903.781250 Penalty: 3820.019531
	Iteration 22F: 3 clusters Score -305903.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -69981.257812 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -69981.26 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 284 members 
Entering Unmasked Estep 
Score: -68496.437500 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -68496.44 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68781.437500 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -68781.44 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69148.375000 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -69148.38 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69965.976562 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -69965.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70379.945312 Penalty: 3143.065674
	Iteration 4F: 3 clusters Score -70379.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70524.820312 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -70524.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70631.859375 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -70631.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -70698.937500 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -70698.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70803.859375 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -70803.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -70821.007812 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -70821.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -70821.007812 Penalty: 3143.065674
	Iteration 10F: 3 clusters Score -70821.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27067 members 
Mstep: Class 3 contains 24378 members 
Mstep: Class 4 contains 158488 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 86 members 
Mstep: Class 8 contains 479 members 
Mstep: Class 9 contains 57625 members 
Mstep: Class 10 contains 17300 members 
Mstep: Class 11 contains 42133 members 
Mstep: Class 12 contains 90843 members 
Mstep: Class 13 contains 180413 members 
Mstep: Class 14 contains 158853 members 
Mstep: Class 16 contains 107659 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83641 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90161 members 
Entering Unmasked Estep 
Score: -147039888.000000 Penalty: 72245.875000
Splitting cluster 7 changes total score from -147040832.000000 to -147039888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (57625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Entering Unmasked Estep 
Score: -8224998.500000 Penalty: 2718.504639
	Iteration 0F: 2 clusters Score -8224998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -8186425.500000 Penalty: 5437.009277
	Iteration 0F: 3 clusters Score -8186426 nChanged 26589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -8201003.500000 Penalty: 5437.009277
	Iteration 1F: 3 clusters Score -8201004 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -8201565.000000 Penalty: 5437.009277
	Iteration 2Q: 3 clusters Score -8201565 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -8202121.500000 Penalty: 5437.009277
	Iteration 3Q: 3 clusters Score -8202122 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -8202826.500000 Penalty: 5437.009277
	Iteration 4Q: 3 clusters Score -8202826 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -8203660.500000 Penalty: 5437.009277
	Iteration 5Q: 3 clusters Score -8203660 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -8205149.500000 Penalty: 5437.009277
	Iteration 6Q: 3 clusters Score -8205150 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -8207502.500000 Penalty: 5437.009277
	Iteration 7F: 3 clusters Score -8207502 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -8211116.500000 Penalty: 5437.009277
	Iteration 8F: 3 clusters Score -8211116 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -8215202.000000 Penalty: 5437.009277
	Iteration 9F: 3 clusters Score -8215202 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -8218504.500000 Penalty: 5437.009277
	Iteration 10F: 3 clusters Score -8218504 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -8220420.500000 Penalty: 5437.009277
	Iteration 11Q: 3 clusters Score -8220420 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -8221453.000000 Penalty: 5437.009277
	Iteration 12Q: 3 clusters Score -8221453 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -8221983.500000 Penalty: 5437.009277
	Iteration 13Q: 3 clusters Score -8221984 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -8222251.000000 Penalty: 5437.009277
	Iteration 14Q: 3 clusters Score -8222251 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -8222399.000000 Penalty: 5437.009277
	Iteration 15Q: 3 clusters Score -8222399 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -8222477.500000 Penalty: 5437.009277
	Iteration 16Q: 3 clusters Score -8222478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -8222556.500000 Penalty: 5437.009277
	Iteration 17Q: 3 clusters Score -8222556 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -8222608.000000 Penalty: 5437.009277
	Iteration 18Q: 3 clusters Score -8222608 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -8222641.500000 Penalty: 5437.009277
	Iteration 19Q: 3 clusters Score -8222642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -8222672.000000 Penalty: 5437.009277
	Iteration 20F: 3 clusters Score -8222672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -8222721.000000 Penalty: 5437.009277
	Iteration 21Q: 3 clusters Score -8222721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -8222761.000000 Penalty: 5437.009277
	Iteration 22Q: 3 clusters Score -8222761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -8222776.000000 Penalty: 5437.009277
	Iteration 23Q: 3 clusters Score -8222776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -8222789.000000 Penalty: 5437.009277
	Iteration 24Q: 3 clusters Score -8222789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -8222796.000000 Penalty: 5437.009277
	Iteration 25Q: 3 clusters Score -8222796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -8222812.500000 Penalty: 5437.009277
	Iteration 26Q: 3 clusters Score -8222812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -8222831.000000 Penalty: 5437.009277
	Iteration 27Q: 3 clusters Score -8222831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -8222836.500000 Penalty: 5437.009277
	Iteration 28Q: 3 clusters Score -8222836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -8222834.000000 Penalty: 5437.009277
	Iteration 29Q: 3 clusters Score -8222834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -8222839.000000 Penalty: 5437.009277
	Iteration 30Q: 3 clusters Score -8222839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -8222836.500000 Penalty: 5437.009277
	Iteration 31Q: 3 clusters Score -8222836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -8222837.000000 Penalty: 5437.009277
	Iteration 32Q: 3 clusters Score -8222837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -8222838.500000 Penalty: 5437.009277
	Iteration 33Q: 3 clusters Score -8222838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -8222847.500000 Penalty: 5437.009277
	Iteration 34Q: 3 clusters Score -8222848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -8222855.500000 Penalty: 5437.009277
	Iteration 35Q: 3 clusters Score -8222856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -8222850.500000 Penalty: 5437.009277
	Iteration 36Q: 3 clusters Score -8222850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -8222863.500000 Penalty: 5437.009277
	Iteration 37Q: 3 clusters Score -8222864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -8222865.000000 Penalty: 5437.009277
	Iteration 38Q: 3 clusters Score -8222865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -8222862.500000 Penalty: 5437.009277
	Iteration 39Q: 3 clusters Score -8222862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -8222867.500000 Penalty: 5437.009277
	Iteration 40F: 3 clusters Score -8222868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -8222869.500000 Penalty: 5437.009277
	Iteration 41Q: 3 clusters Score -8222870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -8222872.500000 Penalty: 5437.009277
	Iteration 42Q: 3 clusters Score -8222872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -8222872.500000 Penalty: 5437.009277
	Iteration 43F: 3 clusters Score -8222872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Entering Unmasked Estep 
Score: -2471944.000000 Penalty: 2420.098633
	Iteration 0F: 2 clusters Score -2471944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2459484.750000 Penalty: 4840.197266
	Iteration 0F: 3 clusters Score -2459485 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2463635.250000 Penalty: 4840.197266
	Iteration 1F: 3 clusters Score -2463635 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2463953.000000 Penalty: 4840.197266
	Iteration 2F: 3 clusters Score -2463953 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2464161.000000 Penalty: 4840.197266
	Iteration 3Q: 3 clusters Score -2464161 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2464320.750000 Penalty: 4840.197266
	Iteration 4Q: 3 clusters Score -2464321 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2464463.250000 Penalty: 4840.197266
	Iteration 5Q: 3 clusters Score -2464463 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2464608.500000 Penalty: 4840.197266
	Iteration 6Q: 3 clusters Score -2464608 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2464764.500000 Penalty: 4840.197266
	Iteration 7Q: 3 clusters Score -2464764 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2464930.750000 Penalty: 4840.197266
	Iteration 8Q: 3 clusters Score -2464931 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2465112.000000 Penalty: 4840.197266
	Iteration 9Q: 3 clusters Score -2465112 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2465366.500000 Penalty: 4840.197266
	Iteration 10Q: 3 clusters Score -2465366 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2465678.500000 Penalty: 4840.197266
	Iteration 11Q: 3 clusters Score -2465678 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2466064.750000 Penalty: 4840.197266
	Iteration 12Q: 3 clusters Score -2466065 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2466563.250000 Penalty: 4840.197266
	Iteration 13Q: 3 clusters Score -2466563 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2467143.250000 Penalty: 4840.197266
	Iteration 14Q: 3 clusters Score -2467143 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2467782.750000 Penalty: 4840.197266
	Iteration 15Q: 3 clusters Score -2467783 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2468450.250000 Penalty: 4840.197266
	Iteration 16Q: 3 clusters Score -2468450 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2468976.250000 Penalty: 4840.197266
	Iteration 17Q: 3 clusters Score -2468976 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2469469.250000 Penalty: 4840.197266
	Iteration 18Q: 3 clusters Score -2469469 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2469735.500000 Penalty: 4840.197266
	Iteration 19Q: 3 clusters Score -2469736 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2469877.750000 Penalty: 4840.197266
	Iteration 20F: 3 clusters Score -2469878 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2469979.250000 Penalty: 4840.197266
	Iteration 21Q: 3 clusters Score -2469979 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2470035.000000 Penalty: 4840.197266
	Iteration 22Q: 3 clusters Score -2470035 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2470052.500000 Penalty: 4840.197266
	Iteration 23Q: 3 clusters Score -2470052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2470067.250000 Penalty: 4840.197266
	Iteration 24Q: 3 clusters Score -2470067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2470079.000000 Penalty: 4840.197266
	Iteration 25Q: 3 clusters Score -2470079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2470086.000000 Penalty: 4840.197266
	Iteration 26Q: 3 clusters Score -2470086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2470089.250000 Penalty: 4840.197266
	Iteration 27Q: 3 clusters Score -2470089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2470096.000000 Penalty: 4840.197266
	Iteration 28Q: 3 clusters Score -2470096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2470097.000000 Penalty: 4840.197266
	Iteration 29Q: 3 clusters Score -2470097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2470099.750000 Penalty: 4840.197266
	Iteration 30Q: 3 clusters Score -2470100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2470107.250000 Penalty: 4840.197266
	Iteration 31Q: 3 clusters Score -2470107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2470108.500000 Penalty: 4840.197266
	Iteration 32Q: 3 clusters Score -2470108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2470112.500000 Penalty: 4840.197266
	Iteration 33Q: 3 clusters Score -2470112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2470112.250000 Penalty: 4840.197266
	Iteration 34Q: 3 clusters Score -2470112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2470119.250000 Penalty: 4840.197266
	Iteration 35Q: 3 clusters Score -2470119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2470120.000000 Penalty: 4840.197266
	Iteration 36Q: 3 clusters Score -2470120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2470118.250000 Penalty: 4840.197266
	Iteration 37Q: 3 clusters Score -2470118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2470116.250000 Penalty: 4840.197266
	Iteration 38Q: 3 clusters Score -2470116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2470119.500000 Penalty: 4840.197266
	Iteration 39Q: 3 clusters Score -2470120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2470125.000000 Penalty: 4840.197266
	Iteration 40F: 3 clusters Score -2470125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2470129.000000 Penalty: 4840.197266
	Iteration 41Q: 3 clusters Score -2470129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2470130.250000 Penalty: 4840.197266
	Iteration 42Q: 3 clusters Score -2470130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2470129.250000 Penalty: 4840.197266
	Iteration 43Q: 3 clusters Score -2470129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2470133.000000 Penalty: 4840.197266
	Iteration 44Q: 3 clusters Score -2470133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2470133.000000 Penalty: 4840.197266
	Iteration 45F: 3 clusters Score -2470133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Entering Unmasked Estep 
Score: -5797837.000000 Penalty: 2640.849365
	Iteration 0F: 2 clusters Score -5797837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -5769346.500000 Penalty: 5281.698730
	Iteration 0F: 3 clusters Score -5769346 nChanged 19239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -5779775.500000 Penalty: 5281.698730
	Iteration 1F: 3 clusters Score -5779776 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -5780259.000000 Penalty: 5281.698730
	Iteration 2Q: 3 clusters Score -5780259 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -5780783.500000 Penalty: 5281.698730
	Iteration 3Q: 3 clusters Score -5780784 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -5781475.000000 Penalty: 5281.698730
	Iteration 4Q: 3 clusters Score -5781475 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -5782341.500000 Penalty: 5281.698730
	Iteration 5Q: 3 clusters Score -5782342 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -5783615.500000 Penalty: 5281.698730
	Iteration 6F: 3 clusters Score -5783616 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -5785453.500000 Penalty: 5281.698730
	Iteration 7F: 3 clusters Score -5785454 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -5787735.500000 Penalty: 5281.698730
	Iteration 8F: 3 clusters Score -5787736 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -5790099.000000 Penalty: 5281.698730
	Iteration 9F: 3 clusters Score -5790099 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -5792139.500000 Penalty: 5281.698730
	Iteration 10F: 3 clusters Score -5792140 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5793745.500000 Penalty: 5281.698730
	Iteration 11Q: 3 clusters Score -5793746 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5794727.500000 Penalty: 5281.698730
	Iteration 12Q: 3 clusters Score -5794728 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5795232.500000 Penalty: 5281.698730
	Iteration 13Q: 3 clusters Score -5795232 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5795478.500000 Penalty: 5281.698730
	Iteration 14Q: 3 clusters Score -5795478 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5795596.500000 Penalty: 5281.698730
	Iteration 15Q: 3 clusters Score -5795596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5795672.000000 Penalty: 5281.698730
	Iteration 16Q: 3 clusters Score -5795672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5795720.000000 Penalty: 5281.698730
	Iteration 17Q: 3 clusters Score -5795720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5795751.500000 Penalty: 5281.698730
	Iteration 18Q: 3 clusters Score -5795752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5795783.500000 Penalty: 5281.698730
	Iteration 19Q: 3 clusters Score -5795784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5795807.000000 Penalty: 5281.698730
	Iteration 20F: 3 clusters Score -5795807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5795822.500000 Penalty: 5281.698730
	Iteration 21Q: 3 clusters Score -5795822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5795841.500000 Penalty: 5281.698730
	Iteration 22Q: 3 clusters Score -5795842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5795867.500000 Penalty: 5281.698730
	Iteration 23Q: 3 clusters Score -5795868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5795873.500000 Penalty: 5281.698730
	Iteration 24Q: 3 clusters Score -5795874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5795877.500000 Penalty: 5281.698730
	Iteration 25Q: 3 clusters Score -5795878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5795880.000000 Penalty: 5281.698730
	Iteration 26Q: 3 clusters Score -5795880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5795880.500000 Penalty: 5281.698730
	Iteration 27Q: 3 clusters Score -5795880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5795880.000000 Penalty: 5281.698730
	Iteration 28Q: 3 clusters Score -5795880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5795886.000000 Penalty: 5281.698730
	Iteration 29Q: 3 clusters Score -5795886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5795885.000000 Penalty: 5281.698730
	Iteration 30Q: 3 clusters Score -5795885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5795885.000000 Penalty: 5281.698730
	Iteration 31F: 3 clusters Score -5795885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Entering Unmasked Estep 
Score: -12940191.000000 Penalty: 2831.388184
	Iteration 0F: 2 clusters Score -1.294019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -12879725.000000 Penalty: 5662.776367
	Iteration 0F: 3 clusters Score -1.287972e+07 nChanged 42673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -12904190.000000 Penalty: 5662.776367
	Iteration 1F: 3 clusters Score -1.290419e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -12905028.000000 Penalty: 5662.776367
	Iteration 2Q: 3 clusters Score -1.290503e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -12905794.000000 Penalty: 5662.776367
	Iteration 3Q: 3 clusters Score -1.290579e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -12906603.000000 Penalty: 5662.776367
	Iteration 4Q: 3 clusters Score -1.29066e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -12907781.000000 Penalty: 5662.776367
	Iteration 5Q: 3 clusters Score -1.290778e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -12909545.000000 Penalty: 5662.776367
	Iteration 6Q: 3 clusters Score -1.290954e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -12912517.000000 Penalty: 5662.776367
	Iteration 7F: 3 clusters Score -1.291252e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -12916964.000000 Penalty: 5662.776367
	Iteration 8F: 3 clusters Score -1.291696e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -12923054.000000 Penalty: 5662.776367
	Iteration 9F: 3 clusters Score -1.292305e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -12929325.000000 Penalty: 5662.776367
	Iteration 10F: 3 clusters Score -1.292932e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -12933863.000000 Penalty: 5662.776367
	Iteration 11F: 3 clusters Score -1.293386e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -12936069.000000 Penalty: 5662.776367
	Iteration 12Q: 3 clusters Score -1.293607e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -12937088.000000 Penalty: 5662.776367
	Iteration 13Q: 3 clusters Score -1.293709e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
Score: -12937532.000000 Penalty: 5662.776367
	Iteration 14Q: 3 clusters Score -1.293753e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 89515 members 
Entering Unmasked Estep 
Score: -12937738.000000 Penalty: 5662.776367
	Iteration 15Q: 3 clusters Score -1.293774e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 89615 members 
Entering Unmasked Estep 
Score: -12937827.000000 Penalty: 5662.776367
	Iteration 16Q: 3 clusters Score -1.293783e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -12937883.000000 Penalty: 5662.776367
	Iteration 17Q: 3 clusters Score -1.293788e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -12937921.000000 Penalty: 5662.776367
	Iteration 18Q: 3 clusters Score -1.293792e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 89750 members 
Entering Unmasked Estep 
Score: -12937946.000000 Penalty: 5662.776367
	Iteration 19Q: 3 clusters Score -1.293795e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 89771 members 
Entering Unmasked Estep 
Score: -12937952.000000 Penalty: 5662.776367
	Iteration 20F: 3 clusters Score -1.293795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 89791 members 
Entering Unmasked Estep 
Score: -12937944.000000 Penalty: 5662.776367
	Iteration 21Q: 3 clusters Score -1.293794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 89806 members 
Entering Unmasked Estep 
Score: -12937956.000000 Penalty: 5662.776367
	Iteration 22Q: 3 clusters Score -1.293796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -12937944.000000 Penalty: 5662.776367
	Iteration 23Q: 3 clusters Score -1.293794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -12937952.000000 Penalty: 5662.776367
	Iteration 24Q: 3 clusters Score -1.293795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 89856 members 
Entering Unmasked Estep 
Score: -12937963.000000 Penalty: 5662.776367
	Iteration 25Q: 3 clusters Score -1.293796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -12937968.000000 Penalty: 5662.776367
	Iteration 26Q: 3 clusters Score -1.293797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -12937982.000000 Penalty: 5662.776367
	Iteration 27Q: 3 clusters Score -1.293798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 89880 members 
Entering Unmasked Estep 
Score: -12937978.000000 Penalty: 5662.776367
	Iteration 28Q: 3 clusters Score -1.293798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 89888 members 
Entering Unmasked Estep 
Score: -12937990.000000 Penalty: 5662.776367
	Iteration 29Q: 3 clusters Score -1.293799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -12937994.000000 Penalty: 5662.776367
	Iteration 30Q: 3 clusters Score -1.293799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -12937994.000000 Penalty: 5662.776367
	Iteration 31Q: 3 clusters Score -1.293799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 89903 members 
Entering Unmasked Estep 
Score: -12937995.000000 Penalty: 5662.776367
	Iteration 32Q: 3 clusters Score -1.2938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 89904 members 
Entering Unmasked Estep 
Score: -12938002.000000 Penalty: 5662.776367
	Iteration 33Q: 3 clusters Score -1.2938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 89904 members 
Entering Unmasked Estep 
Score: -12938002.000000 Penalty: 5662.776367
	Iteration 34F: 3 clusters Score -1.2938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (180413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180413 members 
Entering Unmasked Estep 
Score: -25650140.000000 Penalty: 3001.544922
	Iteration 0F: 2 clusters Score -2.565014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -25551910.000000 Penalty: 6003.089844
	Iteration 0F: 3 clusters Score -2.555191e+07 nChanged 86525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -25601696.000000 Penalty: 6003.089844
	Iteration 1F: 3 clusters Score -2.56017e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 92356 members 
Entering Unmasked Estep 
Score: -25602564.000000 Penalty: 6003.089844
	Iteration 2Q: 3 clusters Score -2.560256e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86845 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -25603362.000000 Penalty: 6003.089844
	Iteration 3Q: 3 clusters Score -2.560336e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84775 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -25604722.000000 Penalty: 6003.089844
	Iteration 4Q: 3 clusters Score -2.560472e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -25606488.000000 Penalty: 6003.089844
	Iteration 5Q: 3 clusters Score -2.560649e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76216 members 
Mstep: Class 2 contains 104197 members 
Entering Unmasked Estep 
Score: -25609218.000000 Penalty: 6003.089844
	Iteration 6Q: 3 clusters Score -2.560922e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 111840 members 
Entering Unmasked Estep 
Score: -25613448.000000 Penalty: 6003.089844
	Iteration 7F: 3 clusters Score -2.561345e+07 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 122362 members 
Entering Unmasked Estep 
Score: -25620272.000000 Penalty: 6003.089844
	Iteration 8F: 3 clusters Score -2.562027e+07 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 134902 members 
Entering Unmasked Estep 
Score: -25629460.000000 Penalty: 6003.089844
	Iteration 9F: 3 clusters Score -2.562946e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 147151 members 
Entering Unmasked Estep 
Score: -25640198.000000 Penalty: 6003.089844
	Iteration 10F: 3 clusters Score -2.56402e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 157692 members 
Entering Unmasked Estep 
Score: -25648052.000000 Penalty: 6003.089844
	Iteration 11F: 3 clusters Score -2.564805e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 165847 members 
Entering Unmasked Estep 
Score: -25650122.000000 Penalty: 6003.089844
	Iteration 12Q: 3 clusters Score -2.565012e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 171694 members 
Entering Unmasked Estep 
Score: -25650238.000000 Penalty: 6003.089844
	Iteration 13Q: 3 clusters Score -2.565024e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 175564 members 
Entering Unmasked Estep 
Score: -25649766.000000 Penalty: 6003.089844
	Iteration 14Q: 3 clusters Score -2.564977e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 177794 members 
Entering Unmasked Estep 
Score: -25648812.000000 Penalty: 6003.089844
	Iteration 15Q: 3 clusters Score -2.564881e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 178956 members 
Entering Unmasked Estep 
Score: -25648246.000000 Penalty: 6003.089844
	Iteration 16Q: 3 clusters Score -2.564825e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 179471 members 
Entering Unmasked Estep 
Score: -25648050.000000 Penalty: 6003.089844
	Iteration 17Q: 3 clusters Score -2.564805e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 179717 members 
Entering Unmasked Estep 
Score: -25648022.000000 Penalty: 6003.089844
	Iteration 18Q: 3 clusters Score -2.564802e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 179836 members 
Entering Unmasked Estep 
Score: -25647972.000000 Penalty: 6003.089844
	Iteration 19Q: 3 clusters Score -2.564797e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 179893 members 
Entering Unmasked Estep 
Score: -25647986.000000 Penalty: 6003.089844
	Iteration 20F: 3 clusters Score -2.564799e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 179939 members 
Entering Unmasked Estep 
Score: -25647956.000000 Penalty: 6003.089844
	Iteration 21Q: 3 clusters Score -2.564796e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 179964 members 
Entering Unmasked Estep 
Score: -25647940.000000 Penalty: 6003.089844
	Iteration 22Q: 3 clusters Score -2.564794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 179975 members 
Entering Unmasked Estep 
Score: -25647948.000000 Penalty: 6003.089844
	Iteration 23Q: 3 clusters Score -2.564795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 179982 members 
Entering Unmasked Estep 
Score: -25647938.000000 Penalty: 6003.089844
	Iteration 24Q: 3 clusters Score -2.564794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 179993 members 
Entering Unmasked Estep 
Score: -25647958.000000 Penalty: 6003.089844
	Iteration 25Q: 3 clusters Score -2.564796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 180001 members 
Entering Unmasked Estep 
Score: -25647950.000000 Penalty: 6003.089844
	Iteration 26Q: 3 clusters Score -2.564795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 180005 members 
Entering Unmasked Estep 
Score: -25647938.000000 Penalty: 6003.089844
	Iteration 27Q: 3 clusters Score -2.564794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 180007 members 
Entering Unmasked Estep 
Score: -25647952.000000 Penalty: 6003.089844
	Iteration 28Q: 3 clusters Score -2.564795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 180009 members 
Entering Unmasked Estep 
Score: -25647952.000000 Penalty: 6003.089844
	Iteration 29Q: 3 clusters Score -2.564795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 180013 members 
Entering Unmasked Estep 
Score: -25647966.000000 Penalty: 6003.089844
	Iteration 30Q: 3 clusters Score -2.564797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 180014 members 
Entering Unmasked Estep 
Score: -25647968.000000 Penalty: 6003.089844
	Iteration 31Q: 3 clusters Score -2.564797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 180015 members 
Entering Unmasked Estep 
Score: -25647974.000000 Penalty: 6003.089844
	Iteration 32Q: 3 clusters Score -2.564797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 180017 members 
Entering Unmasked Estep 
Score: -25647964.000000 Penalty: 6003.089844
	Iteration 33Q: 3 clusters Score -2.564796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 180017 members 
Entering Unmasked Estep 
Score: -25647964.000000 Penalty: 6003.089844
	Iteration 34F: 3 clusters Score -2.564796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158853 members 
Entering Unmasked Estep 
Score: -22305246.000000 Penalty: 2969.982178
	Iteration 0F: 2 clusters Score -2.230525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79563 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -22200782.000000 Penalty: 5939.964355
	Iteration 0F: 3 clusters Score -2.220078e+07 nChanged 76286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -22245316.000000 Penalty: 5939.964355
	Iteration 1F: 3 clusters Score -2.224532e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -22246660.000000 Penalty: 5939.964355
	Iteration 2Q: 3 clusters Score -2.224666e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87333 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -22248410.000000 Penalty: 5939.964355
	Iteration 3Q: 3 clusters Score -2.224841e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91682 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -22251328.000000 Penalty: 5939.964355
	Iteration 4Q: 3 clusters Score -2.225133e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -22256518.000000 Penalty: 5939.964355
	Iteration 5F: 3 clusters Score -2.225652e+07 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106663 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -22264802.000000 Penalty: 5939.964355
	Iteration 6F: 3 clusters Score -2.22648e+07 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116343 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -22275802.000000 Penalty: 5939.964355
	Iteration 7F: 3 clusters Score -2.22758e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124486 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -22286568.000000 Penalty: 5939.964355
	Iteration 8F: 3 clusters Score -2.228657e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129402 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -22293278.000000 Penalty: 5939.964355
	Iteration 9Q: 3 clusters Score -2.229328e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132321 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -22296454.000000 Penalty: 5939.964355
	Iteration 10Q: 3 clusters Score -2.229645e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134634 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -22298236.000000 Penalty: 5939.964355
	Iteration 11Q: 3 clusters Score -2.229824e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136669 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -22299548.000000 Penalty: 5939.964355
	Iteration 12Q: 3 clusters Score -2.229955e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138372 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -22300404.000000 Penalty: 5939.964355
	Iteration 13Q: 3 clusters Score -2.23004e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139864 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -22301182.000000 Penalty: 5939.964355
	Iteration 14Q: 3 clusters Score -2.230118e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141196 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -22301818.000000 Penalty: 5939.964355
	Iteration 15Q: 3 clusters Score -2.230182e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142380 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -22302452.000000 Penalty: 5939.964355
	Iteration 16Q: 3 clusters Score -2.230245e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143475 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -22302750.000000 Penalty: 5939.964355
	Iteration 17Q: 3 clusters Score -2.230275e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144474 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -22303022.000000 Penalty: 5939.964355
	Iteration 18Q: 3 clusters Score -2.230302e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145380 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -22303274.000000 Penalty: 5939.964355
	Iteration 19Q: 3 clusters Score -2.230327e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146199 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -22303506.000000 Penalty: 5939.964355
	Iteration 20F: 3 clusters Score -2.230351e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146943 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -22303700.000000 Penalty: 5939.964355
	Iteration 21Q: 3 clusters Score -2.23037e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147589 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -22303824.000000 Penalty: 5939.964355
	Iteration 22Q: 3 clusters Score -2.230382e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148154 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -22303872.000000 Penalty: 5939.964355
	Iteration 23Q: 3 clusters Score -2.230387e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -22303896.000000 Penalty: 5939.964355
	Iteration 24Q: 3 clusters Score -2.23039e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149185 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -22304010.000000 Penalty: 5939.964355
	Iteration 25Q: 3 clusters Score -2.230401e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149663 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -22304036.000000 Penalty: 5939.964355
	Iteration 26Q: 3 clusters Score -2.230404e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150114 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -22304042.000000 Penalty: 5939.964355
	Iteration 27Q: 3 clusters Score -2.230404e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150507 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -22304062.000000 Penalty: 5939.964355
	Iteration 28Q: 3 clusters Score -2.230406e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150875 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -22304120.000000 Penalty: 5939.964355
	Iteration 29Q: 3 clusters Score -2.230412e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151190 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -22304150.000000 Penalty: 5939.964355
	Iteration 30Q: 3 clusters Score -2.230415e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151489 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -22304164.000000 Penalty: 5939.964355
	Iteration 31Q: 3 clusters Score -2.230416e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151790 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -22304182.000000 Penalty: 5939.964355
	Iteration 32Q: 3 clusters Score -2.230418e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152089 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -22304218.000000 Penalty: 5939.964355
	Iteration 33Q: 3 clusters Score -2.230422e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152356 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -22304204.000000 Penalty: 5939.964355
	Iteration 34Q: 3 clusters Score -2.23042e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152604 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -22304270.000000 Penalty: 5939.964355
	Iteration 35Q: 3 clusters Score -2.230427e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152835 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -22304248.000000 Penalty: 5939.964355
	Iteration 36Q: 3 clusters Score -2.230425e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153045 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -22304250.000000 Penalty: 5939.964355
	Iteration 37Q: 3 clusters Score -2.230425e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153229 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -22304214.000000 Penalty: 5939.964355
	Iteration 38Q: 3 clusters Score -2.230421e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -22304220.000000 Penalty: 5939.964355
	Iteration 39Q: 3 clusters Score -2.230422e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153548 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -22304220.000000 Penalty: 5939.964355
	Iteration 40F: 3 clusters Score -2.230422e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153684 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -22304190.000000 Penalty: 5939.964355
	Iteration 41Q: 3 clusters Score -2.230419e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153813 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -22304166.000000 Penalty: 5939.964355
	Iteration 42Q: 3 clusters Score -2.230417e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153927 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -22304186.000000 Penalty: 5939.964355
	Iteration 43Q: 3 clusters Score -2.230419e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154042 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -22304192.000000 Penalty: 5939.964355
	Iteration 44Q: 3 clusters Score -2.230419e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154130 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -22304190.000000 Penalty: 5939.964355
	Iteration 45Q: 3 clusters Score -2.230419e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154202 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -22304154.000000 Penalty: 5939.964355
	Iteration 46Q: 3 clusters Score -2.230415e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154261 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -22304156.000000 Penalty: 5939.964355
	Iteration 47Q: 3 clusters Score -2.230416e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154313 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -22304154.000000 Penalty: 5939.964355
	Iteration 48Q: 3 clusters Score -2.230415e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154349 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -22304174.000000 Penalty: 5939.964355
	Iteration 49Q: 3 clusters Score -2.230417e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154382 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -22304162.000000 Penalty: 5939.964355
	Iteration 50Q: 3 clusters Score -2.230416e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154411 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -22304134.000000 Penalty: 5939.964355
	Iteration 51Q: 3 clusters Score -2.230413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154441 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -22304130.000000 Penalty: 5939.964355
	Iteration 52Q: 3 clusters Score -2.230413e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154470 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -22304088.000000 Penalty: 5939.964355
	Iteration 53Q: 3 clusters Score -2.230409e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154508 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -22304126.000000 Penalty: 5939.964355
	Iteration 54Q: 3 clusters Score -2.230413e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154541 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -22304096.000000 Penalty: 5939.964355
	Iteration 55Q: 3 clusters Score -2.23041e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -22304114.000000 Penalty: 5939.964355
	Iteration 56Q: 3 clusters Score -2.230411e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -22304090.000000 Penalty: 5939.964355
	Iteration 57Q: 3 clusters Score -2.230409e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154636 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -22304060.000000 Penalty: 5939.964355
	Iteration 58Q: 3 clusters Score -2.230406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154668 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -22304062.000000 Penalty: 5939.964355
	Iteration 59Q: 3 clusters Score -2.230406e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154693 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -22304026.000000 Penalty: 5939.964355
	Iteration 60F: 3 clusters Score -2.230403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154716 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -22304030.000000 Penalty: 5939.964355
	Iteration 61Q: 3 clusters Score -2.230403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -22304058.000000 Penalty: 5939.964355
	Iteration 62Q: 3 clusters Score -2.230406e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154770 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -22304066.000000 Penalty: 5939.964355
	Iteration 63Q: 3 clusters Score -2.230407e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154792 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -22304070.000000 Penalty: 5939.964355
	Iteration 64Q: 3 clusters Score -2.230407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -22304058.000000 Penalty: 5939.964355
	Iteration 65Q: 3 clusters Score -2.230406e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -22304070.000000 Penalty: 5939.964355
	Iteration 66Q: 3 clusters Score -2.230407e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154868 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -22304050.000000 Penalty: 5939.964355
	Iteration 67Q: 3 clusters Score -2.230405e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -22304068.000000 Penalty: 5939.964355
	Iteration 68Q: 3 clusters Score -2.230407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -22304072.000000 Penalty: 5939.964355
	Iteration 69Q: 3 clusters Score -2.230407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -22304070.000000 Penalty: 5939.964355
	Iteration 70Q: 3 clusters Score -2.230407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -22304076.000000 Penalty: 5939.964355
	Iteration 71Q: 3 clusters Score -2.230408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154962 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -22304062.000000 Penalty: 5939.964355
	Iteration 72Q: 3 clusters Score -2.230406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -22304054.000000 Penalty: 5939.964355
	Iteration 73Q: 3 clusters Score -2.230405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154986 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -22304052.000000 Penalty: 5939.964355
	Iteration 74Q: 3 clusters Score -2.230405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154995 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -22304056.000000 Penalty: 5939.964355
	Iteration 75Q: 3 clusters Score -2.230406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155004 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -22304052.000000 Penalty: 5939.964355
	Iteration 76Q: 3 clusters Score -2.230405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -22304042.000000 Penalty: 5939.964355
	Iteration 77Q: 3 clusters Score -2.230404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155016 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -22304046.000000 Penalty: 5939.964355
	Iteration 78Q: 3 clusters Score -2.230405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155018 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -22304046.000000 Penalty: 5939.964355
	Iteration 79Q: 3 clusters Score -2.230405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -22304040.000000 Penalty: 5939.964355
	Iteration 80F: 3 clusters Score -2.230404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155024 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -22304044.000000 Penalty: 5939.964355
	Iteration 81Q: 3 clusters Score -2.230404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155028 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -22304044.000000 Penalty: 5939.964355
	Iteration 82Q: 3 clusters Score -2.230404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155036 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -22304056.000000 Penalty: 5939.964355
	Iteration 83Q: 3 clusters Score -2.230406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155048 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -22304026.000000 Penalty: 5939.964355
	Iteration 84Q: 3 clusters Score -2.230403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -22304040.000000 Penalty: 5939.964355
	Iteration 85Q: 3 clusters Score -2.230404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155070 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -22304040.000000 Penalty: 5939.964355
	Iteration 86Q: 3 clusters Score -2.230404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -22304042.000000 Penalty: 5939.964355
	Iteration 87Q: 3 clusters Score -2.230404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155106 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -22304034.000000 Penalty: 5939.964355
	Iteration 88Q: 3 clusters Score -2.230403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155124 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -22304020.000000 Penalty: 5939.964355
	Iteration 89Q: 3 clusters Score -2.230402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155146 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -22304010.000000 Penalty: 5939.964355
	Iteration 90Q: 3 clusters Score -2.230401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155164 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -22304018.000000 Penalty: 5939.964355
	Iteration 91Q: 3 clusters Score -2.230402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155179 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -22304010.000000 Penalty: 5939.964355
	Iteration 92Q: 3 clusters Score -2.230401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155193 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -22304014.000000 Penalty: 5939.964355
	Iteration 93Q: 3 clusters Score -2.230401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155203 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -22304024.000000 Penalty: 5939.964355
	Iteration 94Q: 3 clusters Score -2.230402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155205 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -22304024.000000 Penalty: 5939.964355
	Iteration 95Q: 3 clusters Score -2.230402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155206 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -22304028.000000 Penalty: 5939.964355
	Iteration 96Q: 3 clusters Score -2.230403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155208 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -22304018.000000 Penalty: 5939.964355
	Iteration 97Q: 3 clusters Score -2.230402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155210 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -22304016.000000 Penalty: 5939.964355
	Iteration 98Q: 3 clusters Score -2.230402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -22304026.000000 Penalty: 5939.964355
	Iteration 99Q: 3 clusters Score -2.230403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -22304014.000000 Penalty: 5939.964355
	Iteration 100F: 3 clusters Score -2.230401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107659 members 
Entering Unmasked Estep 
Score: -15286982.000000 Penalty: 2873.507568
	Iteration 0F: 2 clusters Score -1.528698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -15215862.000000 Penalty: 5747.015137
	Iteration 0F: 3 clusters Score -1.521586e+07 nChanged 50854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -15244855.000000 Penalty: 5747.015137
	Iteration 1F: 3 clusters Score -1.524486e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -15245991.000000 Penalty: 5747.015137
	Iteration 2Q: 3 clusters Score -1.524599e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -15247500.000000 Penalty: 5747.015137
	Iteration 3Q: 3 clusters Score -1.52475e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -15249597.000000 Penalty: 5747.015137
	Iteration 4Q: 3 clusters Score -1.52496e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -15252833.000000 Penalty: 5747.015137
	Iteration 5F: 3 clusters Score -1.525283e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -15257797.000000 Penalty: 5747.015137
	Iteration 6F: 3 clusters Score -1.52578e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -15264497.000000 Penalty: 5747.015137
	Iteration 7F: 3 clusters Score -1.52645e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
Score: -15271991.000000 Penalty: 5747.015137
	Iteration 8F: 3 clusters Score -1.527199e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 95323 members 
Entering Unmasked Estep 
Score: -15278356.000000 Penalty: 5747.015137
	Iteration 9F: 3 clusters Score -1.527836e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -15281929.000000 Penalty: 5747.015137
	Iteration 10Q: 3 clusters Score -1.528193e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 98949 members 
Entering Unmasked Estep 
Score: -15283255.000000 Penalty: 5747.015137
	Iteration 11Q: 3 clusters Score -1.528326e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 99703 members 
Entering Unmasked Estep 
Score: -15283900.000000 Penalty: 5747.015137
	Iteration 12Q: 3 clusters Score -1.52839e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 100223 members 
Entering Unmasked Estep 
Score: -15284235.000000 Penalty: 5747.015137
	Iteration 13Q: 3 clusters Score -1.528424e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -15284465.000000 Penalty: 5747.015137
	Iteration 14Q: 3 clusters Score -1.528446e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 100987 members 
Entering Unmasked Estep 
Score: -15284586.000000 Penalty: 5747.015137
	Iteration 15Q: 3 clusters Score -1.528459e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -15284631.000000 Penalty: 5747.015137
	Iteration 16Q: 3 clusters Score -1.528463e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 101496 members 
Entering Unmasked Estep 
Score: -15284678.000000 Penalty: 5747.015137
	Iteration 17Q: 3 clusters Score -1.528468e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 101708 members 
Entering Unmasked Estep 
Score: -15284736.000000 Penalty: 5747.015137
	Iteration 18Q: 3 clusters Score -1.528474e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -15284789.000000 Penalty: 5747.015137
	Iteration 19Q: 3 clusters Score -1.528479e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -15284848.000000 Penalty: 5747.015137
	Iteration 20F: 3 clusters Score -1.528485e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -15284866.000000 Penalty: 5747.015137
	Iteration 21Q: 3 clusters Score -1.528487e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 102387 members 
Entering Unmasked Estep 
Score: -15284877.000000 Penalty: 5747.015137
	Iteration 22Q: 3 clusters Score -1.528488e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -15284882.000000 Penalty: 5747.015137
	Iteration 23Q: 3 clusters Score -1.528488e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 102670 members 
Entering Unmasked Estep 
Score: -15284938.000000 Penalty: 5747.015137
	Iteration 24Q: 3 clusters Score -1.528494e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 102792 members 
Entering Unmasked Estep 
Score: -15284979.000000 Penalty: 5747.015137
	Iteration 25Q: 3 clusters Score -1.528498e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 102896 members 
Entering Unmasked Estep 
Score: -15285011.000000 Penalty: 5747.015137
	Iteration 26Q: 3 clusters Score -1.528501e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 102991 members 
Entering Unmasked Estep 
Score: -15285007.000000 Penalty: 5747.015137
	Iteration 27Q: 3 clusters Score -1.528501e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -15285029.000000 Penalty: 5747.015137
	Iteration 28Q: 3 clusters Score -1.528503e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 103178 members 
Entering Unmasked Estep 
Score: -15285032.000000 Penalty: 5747.015137
	Iteration 29Q: 3 clusters Score -1.528503e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 103256 members 
Entering Unmasked Estep 
Score: -15285039.000000 Penalty: 5747.015137
	Iteration 30Q: 3 clusters Score -1.528504e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -15285054.000000 Penalty: 5747.015137
	Iteration 31Q: 3 clusters Score -1.528505e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 103360 members 
Entering Unmasked Estep 
Score: -15285052.000000 Penalty: 5747.015137
	Iteration 32Q: 3 clusters Score -1.528505e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -15285069.000000 Penalty: 5747.015137
	Iteration 33Q: 3 clusters Score -1.528507e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -15285090.000000 Penalty: 5747.015137
	Iteration 34Q: 3 clusters Score -1.528509e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -15285082.000000 Penalty: 5747.015137
	Iteration 35Q: 3 clusters Score -1.528508e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 103546 members 
Entering Unmasked Estep 
Score: -15285106.000000 Penalty: 5747.015137
	Iteration 36Q: 3 clusters Score -1.528511e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 103593 members 
Entering Unmasked Estep 
Score: -15285112.000000 Penalty: 5747.015137
	Iteration 37Q: 3 clusters Score -1.528511e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 103637 members 
Entering Unmasked Estep 
Score: -15285093.000000 Penalty: 5747.015137
	Iteration 38Q: 3 clusters Score -1.528509e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -15285111.000000 Penalty: 5747.015137
	Iteration 39Q: 3 clusters Score -1.528511e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -15285113.000000 Penalty: 5747.015137
	Iteration 40F: 3 clusters Score -1.528511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 103737 members 
Entering Unmasked Estep 
Score: -15285112.000000 Penalty: 5747.015137
	Iteration 41Q: 3 clusters Score -1.528511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 103758 members 
Entering Unmasked Estep 
Score: -15285133.000000 Penalty: 5747.015137
	Iteration 42Q: 3 clusters Score -1.528513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -15285130.000000 Penalty: 5747.015137
	Iteration 43Q: 3 clusters Score -1.528513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 103777 members 
Entering Unmasked Estep 
Score: -15285120.000000 Penalty: 5747.015137
	Iteration 44Q: 3 clusters Score -1.528512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -15285117.000000 Penalty: 5747.015137
	Iteration 45Q: 3 clusters Score -1.528512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -15285122.000000 Penalty: 5747.015137
	Iteration 46Q: 3 clusters Score -1.528512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -15285121.000000 Penalty: 5747.015137
	Iteration 47Q: 3 clusters Score -1.528512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 103811 members 
Entering Unmasked Estep 
Score: -15285120.000000 Penalty: 5747.015137
	Iteration 48Q: 3 clusters Score -1.528512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -15285134.000000 Penalty: 5747.015137
	Iteration 49Q: 3 clusters Score -1.528513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 103837 members 
Entering Unmasked Estep 
Score: -15285141.000000 Penalty: 5747.015137
	Iteration 50Q: 3 clusters Score -1.528514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -15285145.000000 Penalty: 5747.015137
	Iteration 51Q: 3 clusters Score -1.528514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -15285150.000000 Penalty: 5747.015137
	Iteration 52Q: 3 clusters Score -1.528515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
Score: -15285148.000000 Penalty: 5747.015137
	Iteration 53Q: 3 clusters Score -1.528515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -15285149.000000 Penalty: 5747.015137
	Iteration 54Q: 3 clusters Score -1.528515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -15285150.000000 Penalty: 5747.015137
	Iteration 55Q: 3 clusters Score -1.528515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -15285158.000000 Penalty: 5747.015137
	Iteration 56Q: 3 clusters Score -1.528516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 103905 members 
Entering Unmasked Estep 
Score: -15285143.000000 Penalty: 5747.015137
	Iteration 57Q: 3 clusters Score -1.528514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 103914 members 
Entering Unmasked Estep 
Score: -15285156.000000 Penalty: 5747.015137
	Iteration 58Q: 3 clusters Score -1.528516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 103929 members 
Entering Unmasked Estep 
Score: -15285149.000000 Penalty: 5747.015137
	Iteration 59Q: 3 clusters Score -1.528515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -15285161.000000 Penalty: 5747.015137
	Iteration 60F: 3 clusters Score -1.528516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 103945 members 
Entering Unmasked Estep 
Score: -15285157.000000 Penalty: 5747.015137
	Iteration 61Q: 3 clusters Score -1.528516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -15285158.000000 Penalty: 5747.015137
	Iteration 62Q: 3 clusters Score -1.528516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -15285168.000000 Penalty: 5747.015137
	Iteration 63Q: 3 clusters Score -1.528517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 103974 members 
Entering Unmasked Estep 
Score: -15285171.000000 Penalty: 5747.015137
	Iteration 64Q: 3 clusters Score -1.528517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -15285181.000000 Penalty: 5747.015137
	Iteration 65Q: 3 clusters Score -1.528518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -15285184.000000 Penalty: 5747.015137
	Iteration 66Q: 3 clusters Score -1.528518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 103999 members 
Entering Unmasked Estep 
Score: -15285181.000000 Penalty: 5747.015137
	Iteration 67Q: 3 clusters Score -1.528518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 104007 members 
Entering Unmasked Estep 
Score: -15285184.000000 Penalty: 5747.015137
	Iteration 68Q: 3 clusters Score -1.528518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -15285175.000000 Penalty: 5747.015137
	Iteration 69Q: 3 clusters Score -1.528518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -15285173.000000 Penalty: 5747.015137
	Iteration 70Q: 3 clusters Score -1.528517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -15285184.000000 Penalty: 5747.015137
	Iteration 71Q: 3 clusters Score -1.528518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 104018 members 
Entering Unmasked Estep 
Score: -15285182.000000 Penalty: 5747.015137
	Iteration 72Q: 3 clusters Score -1.528518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 104020 members 
Entering Unmasked Estep 
Score: -15285172.000000 Penalty: 5747.015137
	Iteration 73Q: 3 clusters Score -1.528517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 104021 members 
Entering Unmasked Estep 
Score: -15285174.000000 Penalty: 5747.015137
	Iteration 74Q: 3 clusters Score -1.528517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -15285185.000000 Penalty: 5747.015137
	Iteration 75Q: 3 clusters Score -1.528518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -15285192.000000 Penalty: 5747.015137
	Iteration 76Q: 3 clusters Score -1.528519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -15285192.000000 Penalty: 5747.015137
	Iteration 77F: 3 clusters Score -1.528519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Entering Unmasked Estep 
Score: -1403789.375000 Penalty: 2283.543701
	Iteration 0F: 2 clusters Score -1403789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1396040.750000 Penalty: 4567.087402
	Iteration 0F: 3 clusters Score -1396041 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1398325.250000 Penalty: 4567.087402
	Iteration 1F: 3 clusters Score -1398325 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1398669.500000 Penalty: 4567.087402
	Iteration 2F: 3 clusters Score -1398670 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1398920.750000 Penalty: 4567.087402
	Iteration 3F: 3 clusters Score -1398921 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1399130.250000 Penalty: 4567.087402
	Iteration 4Q: 3 clusters Score -1399130 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1399345.250000 Penalty: 4567.087402
	Iteration 5Q: 3 clusters Score -1399345 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1399582.250000 Penalty: 4567.087402
	Iteration 6Q: 3 clusters Score -1399582 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1399813.750000 Penalty: 4567.087402
	Iteration 7Q: 3 clusters Score -1399814 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1400058.250000 Penalty: 4567.087402
	Iteration 8Q: 3 clusters Score -1400058 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1400277.000000 Penalty: 4567.087402
	Iteration 9Q: 3 clusters Score -1400277 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1400479.500000 Penalty: 4567.087402
	Iteration 10Q: 3 clusters Score -1400480 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1400635.875000 Penalty: 4567.087402
	Iteration 11Q: 3 clusters Score -1400636 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1400760.125000 Penalty: 4567.087402
	Iteration 12Q: 3 clusters Score -1400760 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1400875.125000 Penalty: 4567.087402
	Iteration 13Q: 3 clusters Score -1400875 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1400983.750000 Penalty: 4567.087402
	Iteration 14Q: 3 clusters Score -1400984 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1401089.625000 Penalty: 4567.087402
	Iteration 15Q: 3 clusters Score -1401090 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1401173.125000 Penalty: 4567.087402
	Iteration 16Q: 3 clusters Score -1401173 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1401260.750000 Penalty: 4567.087402
	Iteration 17Q: 3 clusters Score -1401261 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1401362.875000 Penalty: 4567.087402
	Iteration 18Q: 3 clusters Score -1401363 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1401447.875000 Penalty: 4567.087402
	Iteration 19Q: 3 clusters Score -1401448 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1401530.375000 Penalty: 4567.087402
	Iteration 20F: 3 clusters Score -1401530 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1401644.625000 Penalty: 4567.087402
	Iteration 21Q: 3 clusters Score -1401645 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1401768.125000 Penalty: 4567.087402
	Iteration 22Q: 3 clusters Score -1401768 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1401869.875000 Penalty: 4567.087402
	Iteration 23Q: 3 clusters Score -1401870 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1401957.125000 Penalty: 4567.087402
	Iteration 24Q: 3 clusters Score -1401957 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1402039.750000 Penalty: 4567.087402
	Iteration 25Q: 3 clusters Score -1402040 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1402094.125000 Penalty: 4567.087402
	Iteration 26Q: 3 clusters Score -1402094 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1402157.625000 Penalty: 4567.087402
	Iteration 27Q: 3 clusters Score -1402158 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1402209.375000 Penalty: 4567.087402
	Iteration 28Q: 3 clusters Score -1402209 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1402250.625000 Penalty: 4567.087402
	Iteration 29Q: 3 clusters Score -1402251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1402285.375000 Penalty: 4567.087402
	Iteration 30Q: 3 clusters Score -1402285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1402307.875000 Penalty: 4567.087402
	Iteration 31Q: 3 clusters Score -1402308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1402329.750000 Penalty: 4567.087402
	Iteration 32Q: 3 clusters Score -1402330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1402349.375000 Penalty: 4567.087402
	Iteration 33Q: 3 clusters Score -1402349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1402366.250000 Penalty: 4567.087402
	Iteration 34Q: 3 clusters Score -1402366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1402378.250000 Penalty: 4567.087402
	Iteration 35Q: 3 clusters Score -1402378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1402388.500000 Penalty: 4567.087402
	Iteration 36Q: 3 clusters Score -1402388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1402396.125000 Penalty: 4567.087402
	Iteration 37Q: 3 clusters Score -1402396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1402405.625000 Penalty: 4567.087402
	Iteration 38Q: 3 clusters Score -1402406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1402412.875000 Penalty: 4567.087402
	Iteration 39Q: 3 clusters Score -1402413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1402418.250000 Penalty: 4567.087402
	Iteration 40F: 3 clusters Score -1402418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1402426.625000 Penalty: 4567.087402
	Iteration 41Q: 3 clusters Score -1402427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1402430.875000 Penalty: 4567.087402
	Iteration 42Q: 3 clusters Score -1402431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1402438.500000 Penalty: 4567.087402
	Iteration 43Q: 3 clusters Score -1402438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1402445.750000 Penalty: 4567.087402
	Iteration 44Q: 3 clusters Score -1402446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1402452.750000 Penalty: 4567.087402
	Iteration 45Q: 3 clusters Score -1402453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1402453.250000 Penalty: 4567.087402
	Iteration 46Q: 3 clusters Score -1402453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1402455.250000 Penalty: 4567.087402
	Iteration 47Q: 3 clusters Score -1402455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1402459.750000 Penalty: 4567.087402
	Iteration 48Q: 3 clusters Score -1402460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1402466.875000 Penalty: 4567.087402
	Iteration 49Q: 3 clusters Score -1402467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1402469.375000 Penalty: 4567.087402
	Iteration 50Q: 3 clusters Score -1402469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1402474.000000 Penalty: 4567.087402
	Iteration 51Q: 3 clusters Score -1402474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1402478.875000 Penalty: 4567.087402
	Iteration 52Q: 3 clusters Score -1402479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1402479.000000 Penalty: 4567.087402
	Iteration 53Q: 3 clusters Score -1402479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1402481.250000 Penalty: 4567.087402
	Iteration 54Q: 3 clusters Score -1402481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1402484.750000 Penalty: 4567.087402
	Iteration 55Q: 3 clusters Score -1402485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1402491.125000 Penalty: 4567.087402
	Iteration 56Q: 3 clusters Score -1402491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1402494.125000 Penalty: 4567.087402
	Iteration 57Q: 3 clusters Score -1402494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1402491.750000 Penalty: 4567.087402
	Iteration 58Q: 3 clusters Score -1402492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1402492.000000 Penalty: 4567.087402
	Iteration 59Q: 3 clusters Score -1402492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1402500.000000 Penalty: 4567.087402
	Iteration 60F: 3 clusters Score -1402500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1402500.750000 Penalty: 4567.087402
	Iteration 61Q: 3 clusters Score -1402501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1402499.625000 Penalty: 4567.087402
	Iteration 62Q: 3 clusters Score -1402500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1402499.875000 Penalty: 4567.087402
	Iteration 63Q: 3 clusters Score -1402500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1402502.500000 Penalty: 4567.087402
	Iteration 64Q: 3 clusters Score -1402502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1402502.750000 Penalty: 4567.087402
	Iteration 65Q: 3 clusters Score -1402503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1402502.500000 Penalty: 4567.087402
	Iteration 66Q: 3 clusters Score -1402502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1402502.500000 Penalty: 4567.087402
	Iteration 67F: 3 clusters Score -1402502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -102591.257812 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -102591.3 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 425 members 
Entering Unmasked Estep 
Score: -100828.625000 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -100828.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101268.039062 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -101268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101498.304688 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -101498.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -101641.898438 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -101641.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -101814.382812 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -101814.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -102025.734375 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -102025.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -102424.898438 Penalty: 3347.384766
	Iteration 6F: 3 clusters Score -102424.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -103070.921875 Penalty: 3347.384766
	Iteration 7F: 3 clusters Score -103070.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -103485.953125 Penalty: 3347.384766
	Iteration 8F: 3 clusters Score -103486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -103561.382812 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -103561.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -103637.765625 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -103637.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -103668.898438 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -103668.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -103714.890625 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -103714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -103724.867188 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -103724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -103724.867188 Penalty: 3347.384766
	Iteration 14F: 3 clusters Score -103724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27067 members 
Mstep: Class 3 contains 24378 members 
Mstep: Class 4 contains 158488 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 190 members 
Mstep: Class 9 contains 57625 members 
Mstep: Class 10 contains 17300 members 
Mstep: Class 11 contains 42133 members 
Mstep: Class 12 contains 90843 members 
Mstep: Class 13 contains 180413 members 
Mstep: Class 14 contains 158853 members 
Mstep: Class 16 contains 107659 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 83641 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90161 members 
Entering Unmasked Estep 
Score: -147040144.000000 Penalty: 72245.875000
Splitting cluster 19 changes total score from -147040832.000000 to -147040144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (83641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Entering Unmasked Estep 
Score: -11899111.000000 Penalty: 2810.903809
	Iteration 0F: 2 clusters Score -1.189911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -11843104.000000 Penalty: 5621.807617
	Iteration 0F: 3 clusters Score -1.18431e+07 nChanged 39316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -11865532.000000 Penalty: 5621.807617
	Iteration 1F: 3 clusters Score -1.186553e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -11866198.000000 Penalty: 5621.807617
	Iteration 2Q: 3 clusters Score -1.18662e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -11866999.000000 Penalty: 5621.807617
	Iteration 3Q: 3 clusters Score -1.1867e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -11867860.000000 Penalty: 5621.807617
	Iteration 4Q: 3 clusters Score -1.186786e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -11868896.000000 Penalty: 5621.807617
	Iteration 5Q: 3 clusters Score -1.18689e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -11870262.000000 Penalty: 5621.807617
	Iteration 6Q: 3 clusters Score -1.187026e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -11872045.000000 Penalty: 5621.807617
	Iteration 7Q: 3 clusters Score -1.187204e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -11874589.000000 Penalty: 5621.807617
	Iteration 8F: 3 clusters Score -1.187459e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -11877982.000000 Penalty: 5621.807617
	Iteration 9F: 3 clusters Score -1.187798e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -11881902.000000 Penalty: 5621.807617
	Iteration 10F: 3 clusters Score -1.18819e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -11885314.000000 Penalty: 5621.807617
	Iteration 11F: 3 clusters Score -1.188531e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -11887367.000000 Penalty: 5621.807617
	Iteration 12Q: 3 clusters Score -1.188737e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -11888580.000000 Penalty: 5621.807617
	Iteration 13Q: 3 clusters Score -1.188858e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -11889451.000000 Penalty: 5621.807617
	Iteration 14Q: 3 clusters Score -1.188945e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -11890186.000000 Penalty: 5621.807617
	Iteration 15Q: 3 clusters Score -1.189019e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -11890986.000000 Penalty: 5621.807617
	Iteration 16Q: 3 clusters Score -1.189099e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -11891703.000000 Penalty: 5621.807617
	Iteration 17Q: 3 clusters Score -1.18917e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -11892387.000000 Penalty: 5621.807617
	Iteration 18Q: 3 clusters Score -1.189239e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -11893113.000000 Penalty: 5621.807617
	Iteration 19Q: 3 clusters Score -1.189311e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74092 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -11893703.000000 Penalty: 5621.807617
	Iteration 20F: 3 clusters Score -1.18937e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -11894242.000000 Penalty: 5621.807617
	Iteration 21Q: 3 clusters Score -1.189424e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -11894817.000000 Penalty: 5621.807617
	Iteration 22Q: 3 clusters Score -1.189482e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -11895206.000000 Penalty: 5621.807617
	Iteration 23Q: 3 clusters Score -1.189521e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -11895604.000000 Penalty: 5621.807617
	Iteration 24Q: 3 clusters Score -1.18956e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -11895871.000000 Penalty: 5621.807617
	Iteration 25Q: 3 clusters Score -1.189587e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78059 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -11896078.000000 Penalty: 5621.807617
	Iteration 26Q: 3 clusters Score -1.189608e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -11896251.000000 Penalty: 5621.807617
	Iteration 27Q: 3 clusters Score -1.189625e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -11896343.000000 Penalty: 5621.807617
	Iteration 28Q: 3 clusters Score -1.189634e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -11896409.000000 Penalty: 5621.807617
	Iteration 29Q: 3 clusters Score -1.189641e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -11896516.000000 Penalty: 5621.807617
	Iteration 30Q: 3 clusters Score -1.189652e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -11896553.000000 Penalty: 5621.807617
	Iteration 31Q: 3 clusters Score -1.189655e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -11896597.000000 Penalty: 5621.807617
	Iteration 32Q: 3 clusters Score -1.18966e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -11896636.000000 Penalty: 5621.807617
	Iteration 33Q: 3 clusters Score -1.189664e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -11896665.000000 Penalty: 5621.807617
	Iteration 34Q: 3 clusters Score -1.189666e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -11896731.000000 Penalty: 5621.807617
	Iteration 35Q: 3 clusters Score -1.189673e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -11896761.000000 Penalty: 5621.807617
	Iteration 36Q: 3 clusters Score -1.189676e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -11896762.000000 Penalty: 5621.807617
	Iteration 37Q: 3 clusters Score -1.189676e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80159 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -11896791.000000 Penalty: 5621.807617
	Iteration 38Q: 3 clusters Score -1.189679e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -11896815.000000 Penalty: 5621.807617
	Iteration 39Q: 3 clusters Score -1.189682e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -11896811.000000 Penalty: 5621.807617
	Iteration 40F: 3 clusters Score -1.189681e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80379 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -11896843.000000 Penalty: 5621.807617
	Iteration 41Q: 3 clusters Score -1.189684e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -11896853.000000 Penalty: 5621.807617
	Iteration 42Q: 3 clusters Score -1.189685e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -11896872.000000 Penalty: 5621.807617
	Iteration 43Q: 3 clusters Score -1.189687e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -11896883.000000 Penalty: 5621.807617
	Iteration 44Q: 3 clusters Score -1.189688e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -11896864.000000 Penalty: 5621.807617
	Iteration 45Q: 3 clusters Score -1.189686e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -11896859.000000 Penalty: 5621.807617
	Iteration 46Q: 3 clusters Score -1.189686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -11896870.000000 Penalty: 5621.807617
	Iteration 47Q: 3 clusters Score -1.189687e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -11896880.000000 Penalty: 5621.807617
	Iteration 48Q: 3 clusters Score -1.189688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80671 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -11896882.000000 Penalty: 5621.807617
	Iteration 49Q: 3 clusters Score -1.189688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11896881.000000 Penalty: 5621.807617
	Iteration 50Q: 3 clusters Score -1.189688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -11896887.000000 Penalty: 5621.807617
	Iteration 51Q: 3 clusters Score -1.189689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -11896890.000000 Penalty: 5621.807617
	Iteration 52Q: 3 clusters Score -1.189689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -11896881.000000 Penalty: 5621.807617
	Iteration 53Q: 3 clusters Score -1.189688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80744 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -11896878.000000 Penalty: 5621.807617
	Iteration 54Q: 3 clusters Score -1.189688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -11896890.000000 Penalty: 5621.807617
	Iteration 55Q: 3 clusters Score -1.189689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -11896896.000000 Penalty: 5621.807617
	Iteration 56Q: 3 clusters Score -1.18969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -11896878.000000 Penalty: 5621.807617
	Iteration 57Q: 3 clusters Score -1.189688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -11896891.000000 Penalty: 5621.807617
	Iteration 58Q: 3 clusters Score -1.189689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -11896898.000000 Penalty: 5621.807617
	Iteration 59Q: 3 clusters Score -1.18969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -11896895.000000 Penalty: 5621.807617
	Iteration 60F: 3 clusters Score -1.18969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -11896901.000000 Penalty: 5621.807617
	Iteration 61Q: 3 clusters Score -1.18969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -11896908.000000 Penalty: 5621.807617
	Iteration 62Q: 3 clusters Score -1.189691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -11896897.000000 Penalty: 5621.807617
	Iteration 63Q: 3 clusters Score -1.18969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -11896892.000000 Penalty: 5621.807617
	Iteration 64Q: 3 clusters Score -1.189689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -11896889.000000 Penalty: 5621.807617
	Iteration 65Q: 3 clusters Score -1.189689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -11896900.000000 Penalty: 5621.807617
	Iteration 66Q: 3 clusters Score -1.18969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -11896894.000000 Penalty: 5621.807617
	Iteration 67Q: 3 clusters Score -1.189689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80892 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -11896886.000000 Penalty: 5621.807617
	Iteration 68Q: 3 clusters Score -1.189689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -11896887.000000 Penalty: 5621.807617
	Iteration 69Q: 3 clusters Score -1.189689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -11896892.000000 Penalty: 5621.807617
	Iteration 70Q: 3 clusters Score -1.189689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -11896887.000000 Penalty: 5621.807617
	Iteration 71Q: 3 clusters Score -1.189689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -11896884.000000 Penalty: 5621.807617
	Iteration 72Q: 3 clusters Score -1.189688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -11896879.000000 Penalty: 5621.807617
	Iteration 73Q: 3 clusters Score -1.189688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -11896872.000000 Penalty: 5621.807617
	Iteration 74Q: 3 clusters Score -1.189687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -11896883.000000 Penalty: 5621.807617
	Iteration 75Q: 3 clusters Score -1.189688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -11896884.000000 Penalty: 5621.807617
	Iteration 76Q: 3 clusters Score -1.189688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -11896886.000000 Penalty: 5621.807617
	Iteration 77Q: 3 clusters Score -1.189689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -11896891.000000 Penalty: 5621.807617
	Iteration 78Q: 3 clusters Score -1.189689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -11896894.000000 Penalty: 5621.807617
	Iteration 79Q: 3 clusters Score -1.189689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -11896897.000000 Penalty: 5621.807617
	Iteration 80F: 3 clusters Score -1.18969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80968 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -11896899.000000 Penalty: 5621.807617
	Iteration 81Q: 3 clusters Score -1.18969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -11896896.000000 Penalty: 5621.807617
	Iteration 82Q: 3 clusters Score -1.18969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -11896901.000000 Penalty: 5621.807617
	Iteration 83Q: 3 clusters Score -1.18969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -11896908.000000 Penalty: 5621.807617
	Iteration 84Q: 3 clusters Score -1.189691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -11896909.000000 Penalty: 5621.807617
	Iteration 85Q: 3 clusters Score -1.189691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80999 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -11896926.000000 Penalty: 5621.807617
	Iteration 86Q: 3 clusters Score -1.189693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -11896924.000000 Penalty: 5621.807617
	Iteration 87Q: 3 clusters Score -1.189692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -11896930.000000 Penalty: 5621.807617
	Iteration 88Q: 3 clusters Score -1.189693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -11896931.000000 Penalty: 5621.807617
	Iteration 89Q: 3 clusters Score -1.189693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -11896928.000000 Penalty: 5621.807617
	Iteration 90Q: 3 clusters Score -1.189693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -11896921.000000 Penalty: 5621.807617
	Iteration 91Q: 3 clusters Score -1.189692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -11896921.000000 Penalty: 5621.807617
	Iteration 92F: 3 clusters Score -1.189692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Entering Unmasked Estep 
Score: -296934.875000 Penalty: 1909.223755
	Iteration 0F: 2 clusters Score -296934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -294206.468750 Penalty: 3818.447510
	Iteration 0F: 3 clusters Score -294206.5 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -294751.718750 Penalty: 3818.447510
	Iteration 1F: 3 clusters Score -294751.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -294908.437500 Penalty: 3818.447510
	Iteration 2F: 3 clusters Score -294908.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -295001.156250 Penalty: 3818.447510
	Iteration 3Q: 3 clusters Score -295001.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -295039.937500 Penalty: 3818.447510
	Iteration 4Q: 3 clusters Score -295039.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -295068.875000 Penalty: 3818.447510
	Iteration 5Q: 3 clusters Score -295068.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -295086.250000 Penalty: 3818.447510
	Iteration 6Q: 3 clusters Score -295086.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -295093.906250 Penalty: 3818.447510
	Iteration 7Q: 3 clusters Score -295093.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -295101.312500 Penalty: 3818.447510
	Iteration 8Q: 3 clusters Score -295101.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -295108.093750 Penalty: 3818.447510
	Iteration 9Q: 3 clusters Score -295108.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -295112.718750 Penalty: 3818.447510
	Iteration 10Q: 3 clusters Score -295112.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -295117.468750 Penalty: 3818.447510
	Iteration 11Q: 3 clusters Score -295117.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -295122.593750 Penalty: 3818.447510
	Iteration 12Q: 3 clusters Score -295122.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -295128.562500 Penalty: 3818.447510
	Iteration 13Q: 3 clusters Score -295128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -295134.656250 Penalty: 3818.447510
	Iteration 14Q: 3 clusters Score -295134.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -295140.125000 Penalty: 3818.447510
	Iteration 15Q: 3 clusters Score -295140.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -295146.656250 Penalty: 3818.447510
	Iteration 16Q: 3 clusters Score -295146.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -295150.906250 Penalty: 3818.447510
	Iteration 17Q: 3 clusters Score -295150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -295153.875000 Penalty: 3818.447510
	Iteration 18Q: 3 clusters Score -295153.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -295155.968750 Penalty: 3818.447510
	Iteration 19Q: 3 clusters Score -295156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -295163.468750 Penalty: 3818.447510
	Iteration 20F: 3 clusters Score -295163.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -295170.031250 Penalty: 3818.447510
	Iteration 21Q: 3 clusters Score -295170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -295178.875000 Penalty: 3818.447510
	Iteration 22Q: 3 clusters Score -295178.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -295187.343750 Penalty: 3818.447510
	Iteration 23Q: 3 clusters Score -295187.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -295191.562500 Penalty: 3818.447510
	Iteration 24Q: 3 clusters Score -295191.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -295198.437500 Penalty: 3818.447510
	Iteration 25Q: 3 clusters Score -295198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -295200.718750 Penalty: 3818.447510
	Iteration 26Q: 3 clusters Score -295200.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -295204.875000 Penalty: 3818.447510
	Iteration 27Q: 3 clusters Score -295204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -295208.312500 Penalty: 3818.447510
	Iteration 28Q: 3 clusters Score -295208.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -295209.843750 Penalty: 3818.447510
	Iteration 29Q: 3 clusters Score -295209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -295211.687500 Penalty: 3818.447510
	Iteration 30Q: 3 clusters Score -295211.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -295214.125000 Penalty: 3818.447510
	Iteration 31Q: 3 clusters Score -295214.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -295218.062500 Penalty: 3818.447510
	Iteration 32Q: 3 clusters Score -295218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -295222.031250 Penalty: 3818.447510
	Iteration 33Q: 3 clusters Score -295222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -295224.562500 Penalty: 3818.447510
	Iteration 34Q: 3 clusters Score -295224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -295226.218750 Penalty: 3818.447510
	Iteration 35Q: 3 clusters Score -295226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -295226.156250 Penalty: 3818.447510
	Iteration 36Q: 3 clusters Score -295226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -295226.906250 Penalty: 3818.447510
	Iteration 37Q: 3 clusters Score -295226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -295227.093750 Penalty: 3818.447510
	Iteration 38Q: 3 clusters Score -295227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -295228.218750 Penalty: 3818.447510
	Iteration 39Q: 3 clusters Score -295228.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -295229.437500 Penalty: 3818.447510
	Iteration 40F: 3 clusters Score -295229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -295229.875000 Penalty: 3818.447510
	Iteration 41Q: 3 clusters Score -295229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -295230.312500 Penalty: 3818.447510
	Iteration 42Q: 3 clusters Score -295230.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -295231.625000 Penalty: 3818.447510
	Iteration 43Q: 3 clusters Score -295231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -295231.968750 Penalty: 3818.447510
	Iteration 44Q: 3 clusters Score -295232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -295233.000000 Penalty: 3818.447510
	Iteration 45Q: 3 clusters Score -295233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -295233.468750 Penalty: 3818.447510
	Iteration 46Q: 3 clusters Score -295233.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -295233.468750 Penalty: 3818.447510
	Iteration 47F: 3 clusters Score -295233.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -57325.082031 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -57325.08 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 224 members 
Entering Unmasked Estep 
Score: -55993.097656 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -55993.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -56395.574219 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -56395.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -56521.511719 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -56521.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -56582.644531 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -56582.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -56632.238281 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -56632.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -56701.621094 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -56701.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -56838.457031 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -56838.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -57032.382812 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -57032.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -57212.511719 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -57212.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -57356.281250 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -57356.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -57392.406250 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -57392.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -57402.562500 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -57402.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -57450.902344 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -57450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -57569.750000 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -57569.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -57811.687500 Penalty: 3025.758301
	Iteration 14Q: 3 clusters Score -57811.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -57894.242188 Penalty: 3025.758301
	Iteration 15Q: 3 clusters Score -57894.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -57933.968750 Penalty: 3025.758301
	Iteration 16Q: 3 clusters Score -57933.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -57948.058594 Penalty: 3025.758301
	Iteration 17Q: 3 clusters Score -57948.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -57960.453125 Penalty: 3025.758301
	Iteration 18Q: 3 clusters Score -57960.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -57960.453125 Penalty: 3025.758301
	Iteration 19F: 3 clusters Score -57960.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27067 members 
Mstep: Class 3 contains 24378 members 
Mstep: Class 4 contains 158488 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 58 members 
Mstep: Class 9 contains 57625 members 
Mstep: Class 10 contains 17300 members 
Mstep: Class 11 contains 42133 members 
Mstep: Class 12 contains 90843 members 
Mstep: Class 13 contains 180413 members 
Mstep: Class 14 contains 158853 members 
Mstep: Class 16 contains 107659 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83641 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 388 members 
Mstep: Class 23 contains 90161 members 
Entering Unmasked Estep 
Score: -147039584.000000 Penalty: 72245.875000
Splitting cluster 22 changes total score from -147040832.000000 to -147039584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (90161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Entering Unmasked Estep 
Score: -12812475.000000 Penalty: 2829.519287
	Iteration 0F: 2 clusters Score -1.281248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -12752326.000000 Penalty: 5659.038574
	Iteration 0F: 3 clusters Score -1.275233e+07 nChanged 42337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -12776562.000000 Penalty: 5659.038574
	Iteration 1F: 3 clusters Score -1.277656e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -12777344.000000 Penalty: 5659.038574
	Iteration 2Q: 3 clusters Score -1.277734e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -12777990.000000 Penalty: 5659.038574
	Iteration 3Q: 3 clusters Score -1.277799e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -12778860.000000 Penalty: 5659.038574
	Iteration 4Q: 3 clusters Score -1.277886e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -12779931.000000 Penalty: 5659.038574
	Iteration 5Q: 3 clusters Score -1.277993e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -12780997.000000 Penalty: 5659.038574
	Iteration 6Q: 3 clusters Score -1.2781e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -12782344.000000 Penalty: 5659.038574
	Iteration 7Q: 3 clusters Score -1.278234e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -12784093.000000 Penalty: 5659.038574
	Iteration 8Q: 3 clusters Score -1.278409e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -12786411.000000 Penalty: 5659.038574
	Iteration 9Q: 3 clusters Score -1.278641e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -12789730.000000 Penalty: 5659.038574
	Iteration 10F: 3 clusters Score -1.278973e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -12793503.000000 Penalty: 5659.038574
	Iteration 11F: 3 clusters Score -1.27935e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -12796126.000000 Penalty: 5659.038574
	Iteration 12F: 3 clusters Score -1.279613e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -12797500.000000 Penalty: 5659.038574
	Iteration 13Q: 3 clusters Score -1.27975e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -12798107.000000 Penalty: 5659.038574
	Iteration 14Q: 3 clusters Score -1.279811e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -12798400.000000 Penalty: 5659.038574
	Iteration 15Q: 3 clusters Score -1.27984e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -12798725.000000 Penalty: 5659.038574
	Iteration 16Q: 3 clusters Score -1.279872e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -12799117.000000 Penalty: 5659.038574
	Iteration 17Q: 3 clusters Score -1.279912e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -12799491.000000 Penalty: 5659.038574
	Iteration 18Q: 3 clusters Score -1.279949e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -12799794.000000 Penalty: 5659.038574
	Iteration 19Q: 3 clusters Score -1.279979e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -12800184.000000 Penalty: 5659.038574
	Iteration 20F: 3 clusters Score -1.280018e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -12800703.000000 Penalty: 5659.038574
	Iteration 21Q: 3 clusters Score -1.28007e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -12801236.000000 Penalty: 5659.038574
	Iteration 22Q: 3 clusters Score -1.280124e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -12801705.000000 Penalty: 5659.038574
	Iteration 23Q: 3 clusters Score -1.28017e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -12802339.000000 Penalty: 5659.038574
	Iteration 24Q: 3 clusters Score -1.280234e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -12802990.000000 Penalty: 5659.038574
	Iteration 25Q: 3 clusters Score -1.280299e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -12803689.000000 Penalty: 5659.038574
	Iteration 26Q: 3 clusters Score -1.280369e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -12804363.000000 Penalty: 5659.038574
	Iteration 27Q: 3 clusters Score -1.280436e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -12805075.000000 Penalty: 5659.038574
	Iteration 28Q: 3 clusters Score -1.280508e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -12805683.000000 Penalty: 5659.038574
	Iteration 29Q: 3 clusters Score -1.280568e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -12806237.000000 Penalty: 5659.038574
	Iteration 30Q: 3 clusters Score -1.280624e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -12806646.000000 Penalty: 5659.038574
	Iteration 31Q: 3 clusters Score -1.280665e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -12807013.000000 Penalty: 5659.038574
	Iteration 32Q: 3 clusters Score -1.280701e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -12807285.000000 Penalty: 5659.038574
	Iteration 33Q: 3 clusters Score -1.280728e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -12807559.000000 Penalty: 5659.038574
	Iteration 34Q: 3 clusters Score -1.280756e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -12807734.000000 Penalty: 5659.038574
	Iteration 35Q: 3 clusters Score -1.280773e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -12807864.000000 Penalty: 5659.038574
	Iteration 36Q: 3 clusters Score -1.280786e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -12808054.000000 Penalty: 5659.038574
	Iteration 37Q: 3 clusters Score -1.280805e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -12808149.000000 Penalty: 5659.038574
	Iteration 38Q: 3 clusters Score -1.280815e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -12808273.000000 Penalty: 5659.038574
	Iteration 39Q: 3 clusters Score -1.280827e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82046 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -12808408.000000 Penalty: 5659.038574
	Iteration 40F: 3 clusters Score -1.280841e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -12808484.000000 Penalty: 5659.038574
	Iteration 41Q: 3 clusters Score -1.280848e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -12808554.000000 Penalty: 5659.038574
	Iteration 42Q: 3 clusters Score -1.280855e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -12808565.000000 Penalty: 5659.038574
	Iteration 43Q: 3 clusters Score -1.280856e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -12808664.000000 Penalty: 5659.038574
	Iteration 44Q: 3 clusters Score -1.280866e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -12808740.000000 Penalty: 5659.038574
	Iteration 45Q: 3 clusters Score -1.280874e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -12808876.000000 Penalty: 5659.038574
	Iteration 46Q: 3 clusters Score -1.280888e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -12808964.000000 Penalty: 5659.038574
	Iteration 47Q: 3 clusters Score -1.280896e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84714 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -12809023.000000 Penalty: 5659.038574
	Iteration 48Q: 3 clusters Score -1.280902e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -12809050.000000 Penalty: 5659.038574
	Iteration 49Q: 3 clusters Score -1.280905e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85177 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -12809104.000000 Penalty: 5659.038574
	Iteration 50Q: 3 clusters Score -1.28091e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -12809157.000000 Penalty: 5659.038574
	Iteration 51Q: 3 clusters Score -1.280916e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -12809212.000000 Penalty: 5659.038574
	Iteration 52Q: 3 clusters Score -1.280921e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85804 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -12809245.000000 Penalty: 5659.038574
	Iteration 53Q: 3 clusters Score -1.280924e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -12809264.000000 Penalty: 5659.038574
	Iteration 54Q: 3 clusters Score -1.280926e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -12809334.000000 Penalty: 5659.038574
	Iteration 55Q: 3 clusters Score -1.280933e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86354 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -12809384.000000 Penalty: 5659.038574
	Iteration 56Q: 3 clusters Score -1.280938e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86501 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -12809439.000000 Penalty: 5659.038574
	Iteration 57Q: 3 clusters Score -1.280944e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -12809449.000000 Penalty: 5659.038574
	Iteration 58Q: 3 clusters Score -1.280945e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86756 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -12809467.000000 Penalty: 5659.038574
	Iteration 59Q: 3 clusters Score -1.280947e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86883 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -12809497.000000 Penalty: 5659.038574
	Iteration 60F: 3 clusters Score -1.28095e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -12809560.000000 Penalty: 5659.038574
	Iteration 61Q: 3 clusters Score -1.280956e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87108 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -12809587.000000 Penalty: 5659.038574
	Iteration 62Q: 3 clusters Score -1.280959e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -12809608.000000 Penalty: 5659.038574
	Iteration 63Q: 3 clusters Score -1.280961e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -12809657.000000 Penalty: 5659.038574
	Iteration 64Q: 3 clusters Score -1.280966e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -12809668.000000 Penalty: 5659.038574
	Iteration 65Q: 3 clusters Score -1.280967e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -12809665.000000 Penalty: 5659.038574
	Iteration 66Q: 3 clusters Score -1.280966e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -12809680.000000 Penalty: 5659.038574
	Iteration 67Q: 3 clusters Score -1.280968e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -12809690.000000 Penalty: 5659.038574
	Iteration 68Q: 3 clusters Score -1.280969e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -12809733.000000 Penalty: 5659.038574
	Iteration 69Q: 3 clusters Score -1.280973e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -12809746.000000 Penalty: 5659.038574
	Iteration 70Q: 3 clusters Score -1.280975e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -12809745.000000 Penalty: 5659.038574
	Iteration 71Q: 3 clusters Score -1.280974e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -12809777.000000 Penalty: 5659.038574
	Iteration 72Q: 3 clusters Score -1.280978e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -12809787.000000 Penalty: 5659.038574
	Iteration 73Q: 3 clusters Score -1.280979e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -12809814.000000 Penalty: 5659.038574
	Iteration 74Q: 3 clusters Score -1.280981e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88019 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -12809831.000000 Penalty: 5659.038574
	Iteration 75Q: 3 clusters Score -1.280983e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -12809844.000000 Penalty: 5659.038574
	Iteration 76Q: 3 clusters Score -1.280984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -12809858.000000 Penalty: 5659.038574
	Iteration 77Q: 3 clusters Score -1.280986e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -12809859.000000 Penalty: 5659.038574
	Iteration 78Q: 3 clusters Score -1.280986e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -12809880.000000 Penalty: 5659.038574
	Iteration 79Q: 3 clusters Score -1.280988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -12809882.000000 Penalty: 5659.038574
	Iteration 80F: 3 clusters Score -1.280988e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -12809880.000000 Penalty: 5659.038574
	Iteration 81Q: 3 clusters Score -1.280988e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -12809884.000000 Penalty: 5659.038574
	Iteration 82Q: 3 clusters Score -1.280988e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -12809901.000000 Penalty: 5659.038574
	Iteration 83Q: 3 clusters Score -1.28099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -12809907.000000 Penalty: 5659.038574
	Iteration 84Q: 3 clusters Score -1.280991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -12809916.000000 Penalty: 5659.038574
	Iteration 85Q: 3 clusters Score -1.280992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -12809924.000000 Penalty: 5659.038574
	Iteration 86Q: 3 clusters Score -1.280992e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88394 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -12809956.000000 Penalty: 5659.038574
	Iteration 87Q: 3 clusters Score -1.280996e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -12809976.000000 Penalty: 5659.038574
	Iteration 88Q: 3 clusters Score -1.280998e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88460 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -12809999.000000 Penalty: 5659.038574
	Iteration 89Q: 3 clusters Score -1.281e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -12810001.000000 Penalty: 5659.038574
	Iteration 90Q: 3 clusters Score -1.281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -12810015.000000 Penalty: 5659.038574
	Iteration 91Q: 3 clusters Score -1.281002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88525 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12810013.000000 Penalty: 5659.038574
	Iteration 92Q: 3 clusters Score -1.281001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -12810012.000000 Penalty: 5659.038574
	Iteration 93Q: 3 clusters Score -1.281001e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -12810020.000000 Penalty: 5659.038574
	Iteration 94Q: 3 clusters Score -1.281002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -12810014.000000 Penalty: 5659.038574
	Iteration 95Q: 3 clusters Score -1.281001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -12810006.000000 Penalty: 5659.038574
	Iteration 96Q: 3 clusters Score -1.281001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -12810006.000000 Penalty: 5659.038574
	Iteration 97Q: 3 clusters Score -1.281001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -12810016.000000 Penalty: 5659.038574
	Iteration 98Q: 3 clusters Score -1.281002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -12810016.000000 Penalty: 5659.038574
	Iteration 99Q: 3 clusters Score -1.281002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88646 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -12810024.000000 Penalty: 5659.038574
	Iteration 100F: 3 clusters Score -1.281002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88658 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -12810027.000000 Penalty: 5659.038574
	Iteration 101Q: 3 clusters Score -1.281003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -12810026.000000 Penalty: 5659.038574
	Iteration 102Q: 3 clusters Score -1.281003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12810023.000000 Penalty: 5659.038574
	Iteration 103Q: 3 clusters Score -1.281002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12810042.000000 Penalty: 5659.038574
	Iteration 104Q: 3 clusters Score -1.281004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -12810044.000000 Penalty: 5659.038574
	Iteration 105Q: 3 clusters Score -1.281004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88702 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -12810039.000000 Penalty: 5659.038574
	Iteration 106Q: 3 clusters Score -1.281004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12810041.000000 Penalty: 5659.038574
	Iteration 107Q: 3 clusters Score -1.281004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12810056.000000 Penalty: 5659.038574
	Iteration 108Q: 3 clusters Score -1.281006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88732 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12810073.000000 Penalty: 5659.038574
	Iteration 109Q: 3 clusters Score -1.281007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12810074.000000 Penalty: 5659.038574
	Iteration 110Q: 3 clusters Score -1.281007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88765 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -12810089.000000 Penalty: 5659.038574
	Iteration 111Q: 3 clusters Score -1.281009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12810098.000000 Penalty: 5659.038574
	Iteration 112Q: 3 clusters Score -1.28101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -12810112.000000 Penalty: 5659.038574
	Iteration 113Q: 3 clusters Score -1.281011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -12810135.000000 Penalty: 5659.038574
	Iteration 114Q: 3 clusters Score -1.281014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88817 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12810128.000000 Penalty: 5659.038574
	Iteration 115Q: 3 clusters Score -1.281013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88825 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12810137.000000 Penalty: 5659.038574
	Iteration 116Q: 3 clusters Score -1.281014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12810133.000000 Penalty: 5659.038574
	Iteration 117Q: 3 clusters Score -1.281013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12810120.000000 Penalty: 5659.038574
	Iteration 118Q: 3 clusters Score -1.281012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12810119.000000 Penalty: 5659.038574
	Iteration 119Q: 3 clusters Score -1.281012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12810112.000000 Penalty: 5659.038574
	Iteration 120F: 3 clusters Score -1.281011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88843 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12810123.000000 Penalty: 5659.038574
	Iteration 121Q: 3 clusters Score -1.281012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -12810127.000000 Penalty: 5659.038574
	Iteration 122Q: 3 clusters Score -1.281013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -12810128.000000 Penalty: 5659.038574
	Iteration 123Q: 3 clusters Score -1.281013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -12810127.000000 Penalty: 5659.038574
	Iteration 124Q: 3 clusters Score -1.281013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -12810133.000000 Penalty: 5659.038574
	Iteration 125Q: 3 clusters Score -1.281013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -12810135.000000 Penalty: 5659.038574
	Iteration 126Q: 3 clusters Score -1.281014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12810139.000000 Penalty: 5659.038574
	Iteration 127Q: 3 clusters Score -1.281014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88857 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12810139.000000 Penalty: 5659.038574
	Iteration 128Q: 3 clusters Score -1.281014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12810145.000000 Penalty: 5659.038574
	Iteration 129Q: 3 clusters Score -1.281014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12810145.000000 Penalty: 5659.038574
	Iteration 130F: 3 clusters Score -1.281014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27067 members 
Mstep: Class 3 contains 24378 members 
Mstep: Class 4 contains 158488 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57625 members 
Mstep: Class 10 contains 17300 members 
Mstep: Class 11 contains 42133 members 
Mstep: Class 12 contains 90843 members 
Mstep: Class 13 contains 180413 members 
Mstep: Class 14 contains 158853 members 
Mstep: Class 16 contains 107659 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83641 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040816.000000 Penalty: 68805.593750
Iteration 199Q: 21 clusters Score -1.470408e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27070 members 
Mstep: Class 3 contains 24378 members 
Mstep: Class 4 contains 158492 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57626 members 
Mstep: Class 10 contains 17295 members 
Mstep: Class 11 contains 42131 members 
Mstep: Class 12 contains 90841 members 
Mstep: Class 13 contains 180409 members 
Mstep: Class 14 contains 158845 members 
Mstep: Class 16 contains 107664 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83643 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040832.000000 Penalty: 68805.593750
Iteration 200F: 21 clusters Score -1.470408e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27070 members 
Mstep: Class 3 contains 24372 members 
Mstep: Class 4 contains 158496 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57628 members 
Mstep: Class 10 contains 17296 members 
Mstep: Class 11 contains 42132 members 
Mstep: Class 12 contains 90840 members 
Mstep: Class 13 contains 180412 members 
Mstep: Class 14 contains 158834 members 
Mstep: Class 16 contains 107664 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83647 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 201Q: 21 clusters Score -1.470409e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27071 members 
Mstep: Class 3 contains 24371 members 
Mstep: Class 4 contains 158497 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17292 members 
Mstep: Class 11 contains 42133 members 
Mstep: Class 12 contains 90844 members 
Mstep: Class 13 contains 180413 members 
Mstep: Class 14 contains 158827 members 
Mstep: Class 16 contains 107664 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83648 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040976.000000 Penalty: 68805.593750
Iteration 202Q: 21 clusters Score -1.47041e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27072 members 
Mstep: Class 3 contains 24371 members 
Mstep: Class 4 contains 158499 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17287 members 
Mstep: Class 11 contains 42132 members 
Mstep: Class 12 contains 90847 members 
Mstep: Class 13 contains 180407 members 
Mstep: Class 14 contains 158826 members 
Mstep: Class 16 contains 107669 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83649 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040880.000000 Penalty: 68805.593750
Iteration 203Q: 21 clusters Score -1.470409e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27072 members 
Mstep: Class 3 contains 24371 members 
Mstep: Class 4 contains 158494 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17283 members 
Mstep: Class 11 contains 42135 members 
Mstep: Class 12 contains 90849 members 
Mstep: Class 13 contains 180404 members 
Mstep: Class 14 contains 158820 members 
Mstep: Class 16 contains 107675 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83651 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040928.000000 Penalty: 68805.593750
Iteration 204Q: 21 clusters Score -1.470409e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27072 members 
Mstep: Class 3 contains 24367 members 
Mstep: Class 4 contains 158496 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57638 members 
Mstep: Class 10 contains 17279 members 
Mstep: Class 11 contains 42136 members 
Mstep: Class 12 contains 90850 members 
Mstep: Class 13 contains 180403 members 
Mstep: Class 14 contains 158819 members 
Mstep: Class 16 contains 107676 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83653 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041056.000000 Penalty: 68805.593750
Iteration 205Q: 21 clusters Score -1.470411e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27072 members 
Mstep: Class 3 contains 24366 members 
Mstep: Class 4 contains 158492 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17273 members 
Mstep: Class 11 contains 42140 members 
Mstep: Class 12 contains 90857 members 
Mstep: Class 13 contains 180403 members 
Mstep: Class 14 contains 158818 members 
Mstep: Class 16 contains 107678 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83657 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 206Q: 21 clusters Score -1.470409e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27073 members 
Mstep: Class 3 contains 24366 members 
Mstep: Class 4 contains 158494 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17269 members 
Mstep: Class 11 contains 42138 members 
Mstep: Class 12 contains 90860 members 
Mstep: Class 13 contains 180405 members 
Mstep: Class 14 contains 158820 members 
Mstep: Class 16 contains 107679 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83656 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040896.000000 Penalty: 68805.593750
Iteration 207Q: 21 clusters Score -1.470409e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27076 members 
Mstep: Class 3 contains 24365 members 
Mstep: Class 4 contains 158497 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17269 members 
Mstep: Class 11 contains 42139 members 
Mstep: Class 12 contains 90861 members 
Mstep: Class 13 contains 180401 members 
Mstep: Class 14 contains 158816 members 
Mstep: Class 16 contains 107678 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83656 members 
Mstep: Class 21 contains 2207 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040848.000000 Penalty: 68805.593750
Iteration 208Q: 21 clusters Score -1.470408e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27076 members 
Mstep: Class 3 contains 24364 members 
Mstep: Class 4 contains 158486 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17269 members 
Mstep: Class 11 contains 42141 members 
Mstep: Class 12 contains 90866 members 
Mstep: Class 13 contains 180399 members 
Mstep: Class 14 contains 158822 members 
Mstep: Class 16 contains 107677 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83656 members 
Mstep: Class 21 contains 2208 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040848.000000 Penalty: 68805.593750
Iteration 209Q: 21 clusters Score -1.470408e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27074 members 
Mstep: Class 3 contains 24364 members 
Mstep: Class 4 contains 158489 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17269 members 
Mstep: Class 11 contains 42136 members 
Mstep: Class 12 contains 90869 members 
Mstep: Class 13 contains 180397 members 
Mstep: Class 14 contains 158821 members 
Mstep: Class 16 contains 107677 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83654 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040816.000000 Penalty: 68805.593750
Iteration 210Q: 21 clusters Score -1.470408e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27075 members 
Mstep: Class 3 contains 24363 members 
Mstep: Class 4 contains 158487 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17269 members 
Mstep: Class 11 contains 42139 members 
Mstep: Class 12 contains 90869 members 
Mstep: Class 13 contains 180393 members 
Mstep: Class 14 contains 158820 members 
Mstep: Class 16 contains 107681 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83654 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040720.000000 Penalty: 68805.593750
Iteration 211Q: 21 clusters Score -1.470407e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27074 members 
Mstep: Class 3 contains 24362 members 
Mstep: Class 4 contains 158485 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17270 members 
Mstep: Class 11 contains 42143 members 
Mstep: Class 12 contains 90865 members 
Mstep: Class 13 contains 180389 members 
Mstep: Class 14 contains 158817 members 
Mstep: Class 16 contains 107684 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83659 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040720.000000 Penalty: 68805.593750
Iteration 212Q: 21 clusters Score -1.470407e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27074 members 
Mstep: Class 3 contains 24361 members 
Mstep: Class 4 contains 158476 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17270 members 
Mstep: Class 11 contains 42143 members 
Mstep: Class 12 contains 90869 members 
Mstep: Class 13 contains 180388 members 
Mstep: Class 14 contains 158824 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83659 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040720.000000 Penalty: 68805.593750
Iteration 213Q: 21 clusters Score -1.470407e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27076 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158472 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17270 members 
Mstep: Class 11 contains 42143 members 
Mstep: Class 12 contains 90870 members 
Mstep: Class 13 contains 180390 members 
Mstep: Class 14 contains 158820 members 
Mstep: Class 16 contains 107686 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83659 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040784.000000 Penalty: 68805.593750
Iteration 214Q: 21 clusters Score -1.470408e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27076 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158470 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17270 members 
Mstep: Class 11 contains 42141 members 
Mstep: Class 12 contains 90876 members 
Mstep: Class 13 contains 180389 members 
Mstep: Class 14 contains 158820 members 
Mstep: Class 16 contains 107686 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83659 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040832.000000 Penalty: 68805.593750
Iteration 215Q: 21 clusters Score -1.470408e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27076 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158462 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17269 members 
Mstep: Class 11 contains 42143 members 
Mstep: Class 12 contains 90880 members 
Mstep: Class 13 contains 180391 members 
Mstep: Class 14 contains 158820 members 
Mstep: Class 16 contains 107686 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83659 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040816.000000 Penalty: 68805.593750
Iteration 216Q: 21 clusters Score -1.470408e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27075 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158462 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17268 members 
Mstep: Class 11 contains 42145 members 
Mstep: Class 12 contains 90882 members 
Mstep: Class 13 contains 180391 members 
Mstep: Class 14 contains 158819 members 
Mstep: Class 16 contains 107687 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83660 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040768.000000 Penalty: 68805.593750
Iteration 217Q: 21 clusters Score -1.470408e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27075 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158455 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57638 members 
Mstep: Class 10 contains 17267 members 
Mstep: Class 11 contains 42147 members 
Mstep: Class 12 contains 90884 members 
Mstep: Class 13 contains 180390 members 
Mstep: Class 14 contains 158813 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83664 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040688.000000 Penalty: 68805.593750
Iteration 218Q: 21 clusters Score -1.470407e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27075 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158448 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57639 members 
Mstep: Class 10 contains 17267 members 
Mstep: Class 11 contains 42148 members 
Mstep: Class 12 contains 90883 members 
Mstep: Class 13 contains 180389 members 
Mstep: Class 14 contains 158817 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83664 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040736.000000 Penalty: 68805.593750
Iteration 219Q: 21 clusters Score -1.470407e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27074 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158446 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57638 members 
Mstep: Class 10 contains 17267 members 
Mstep: Class 11 contains 42148 members 
Mstep: Class 12 contains 90884 members 
Mstep: Class 13 contains 180385 members 
Mstep: Class 14 contains 158825 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83665 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040768.000000 Penalty: 68805.593750
Iteration 220F: 21 clusters Score -1.470408e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27073 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158446 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57641 members 
Mstep: Class 10 contains 17267 members 
Mstep: Class 11 contains 42149 members 
Mstep: Class 12 contains 90885 members 
Mstep: Class 13 contains 180382 members 
Mstep: Class 14 contains 158828 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83665 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040800.000000 Penalty: 68805.593750
Iteration 221Q: 21 clusters Score -1.470408e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27074 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158443 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57641 members 
Mstep: Class 10 contains 17267 members 
Mstep: Class 11 contains 42151 members 
Mstep: Class 12 contains 90886 members 
Mstep: Class 13 contains 180383 members 
Mstep: Class 14 contains 158828 members 
Mstep: Class 16 contains 107690 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83664 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040848.000000 Penalty: 68805.593750
Iteration 222Q: 21 clusters Score -1.470408e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27075 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158442 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57640 members 
Mstep: Class 10 contains 17267 members 
Mstep: Class 11 contains 42149 members 
Mstep: Class 12 contains 90890 members 
Mstep: Class 13 contains 180381 members 
Mstep: Class 14 contains 158827 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83664 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040784.000000 Penalty: 68805.593750
Iteration 223Q: 21 clusters Score -1.470408e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27077 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158439 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57638 members 
Mstep: Class 10 contains 17267 members 
Mstep: Class 11 contains 42149 members 
Mstep: Class 12 contains 90893 members 
Mstep: Class 13 contains 180380 members 
Mstep: Class 14 contains 158827 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83665 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040784.000000 Penalty: 68805.593750
Iteration 224Q: 21 clusters Score -1.470408e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27077 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158440 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17268 members 
Mstep: Class 11 contains 42149 members 
Mstep: Class 12 contains 90891 members 
Mstep: Class 13 contains 180379 members 
Mstep: Class 14 contains 158830 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83666 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040800.000000 Penalty: 68805.593750
Iteration 225Q: 21 clusters Score -1.470408e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27076 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158438 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17268 members 
Mstep: Class 11 contains 42149 members 
Mstep: Class 12 contains 90889 members 
Mstep: Class 13 contains 180380 members 
Mstep: Class 14 contains 158835 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83666 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040752.000000 Penalty: 68805.593750
Iteration 226Q: 21 clusters Score -1.470408e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27077 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158436 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17267 members 
Mstep: Class 11 contains 42150 members 
Mstep: Class 12 contains 90893 members 
Mstep: Class 13 contains 180377 members 
Mstep: Class 14 contains 158838 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83665 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040768.000000 Penalty: 68805.593750
Iteration 227Q: 21 clusters Score -1.470408e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27078 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 158433 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17265 members 
Mstep: Class 11 contains 42151 members 
Mstep: Class 12 contains 90894 members 
Mstep: Class 13 contains 180376 members 
Mstep: Class 14 contains 158841 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83665 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040768.000000 Penalty: 68805.593750
Iteration 228Q: 21 clusters Score -1.470408e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27079 members 
Mstep: Class 3 contains 24359 members 
Mstep: Class 4 contains 158432 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17265 members 
Mstep: Class 11 contains 42152 members 
Mstep: Class 12 contains 90897 members 
Mstep: Class 13 contains 180373 members 
Mstep: Class 14 contains 158843 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83664 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040816.000000 Penalty: 68805.593750
Iteration 229Q: 21 clusters Score -1.470408e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27080 members 
Mstep: Class 3 contains 24359 members 
Mstep: Class 4 contains 158429 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17263 members 
Mstep: Class 11 contains 42152 members 
Mstep: Class 12 contains 90898 members 
Mstep: Class 13 contains 180369 members 
Mstep: Class 14 contains 158850 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83666 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040800.000000 Penalty: 68805.593750
Iteration 230Q: 21 clusters Score -1.470408e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27081 members 
Mstep: Class 3 contains 24356 members 
Mstep: Class 4 contains 158430 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17263 members 
Mstep: Class 11 contains 42152 members 
Mstep: Class 12 contains 90896 members 
Mstep: Class 13 contains 180369 members 
Mstep: Class 14 contains 158851 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83668 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040832.000000 Penalty: 68805.593750
Iteration 231Q: 21 clusters Score -1.470408e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27084 members 
Mstep: Class 3 contains 24356 members 
Mstep: Class 4 contains 158431 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17263 members 
Mstep: Class 11 contains 42153 members 
Mstep: Class 12 contains 90901 members 
Mstep: Class 13 contains 180364 members 
Mstep: Class 14 contains 158843 members 
Mstep: Class 16 contains 107692 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83669 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 232Q: 21 clusters Score -1.470409e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27084 members 
Mstep: Class 3 contains 24355 members 
Mstep: Class 4 contains 158432 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17263 members 
Mstep: Class 11 contains 42154 members 
Mstep: Class 12 contains 90904 members 
Mstep: Class 13 contains 180363 members 
Mstep: Class 14 contains 158842 members 
Mstep: Class 16 contains 107690 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83670 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040896.000000 Penalty: 68805.593750
Iteration 233Q: 21 clusters Score -1.470409e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27084 members 
Mstep: Class 3 contains 24354 members 
Mstep: Class 4 contains 158429 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 42155 members 
Mstep: Class 12 contains 90906 members 
Mstep: Class 13 contains 180366 members 
Mstep: Class 14 contains 158841 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83671 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 234Q: 21 clusters Score -1.470409e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27084 members 
Mstep: Class 3 contains 24352 members 
Mstep: Class 4 contains 158426 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57637 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 42157 members 
Mstep: Class 12 contains 90908 members 
Mstep: Class 13 contains 180370 members 
Mstep: Class 14 contains 158837 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83672 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040848.000000 Penalty: 68805.593750
Iteration 235Q: 21 clusters Score -1.470408e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27084 members 
Mstep: Class 3 contains 24350 members 
Mstep: Class 4 contains 158422 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 42159 members 
Mstep: Class 12 contains 90907 members 
Mstep: Class 13 contains 180376 members 
Mstep: Class 14 contains 158841 members 
Mstep: Class 16 contains 107690 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83670 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040784.000000 Penalty: 68805.593750
Iteration 236Q: 21 clusters Score -1.470408e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27084 members 
Mstep: Class 3 contains 24349 members 
Mstep: Class 4 contains 158420 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57638 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 42160 members 
Mstep: Class 12 contains 90904 members 
Mstep: Class 13 contains 180376 members 
Mstep: Class 14 contains 158845 members 
Mstep: Class 16 contains 107687 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83672 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040768.000000 Penalty: 68805.593750
Iteration 237Q: 21 clusters Score -1.470408e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27084 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158421 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57637 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 42161 members 
Mstep: Class 12 contains 90904 members 
Mstep: Class 13 contains 180377 members 
Mstep: Class 14 contains 158839 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040832.000000 Penalty: 68805.593750
Iteration 238Q: 21 clusters Score -1.470408e+08 nChanged 13
Entering ConstructFrom: 
Score: -147040832.000000 Penalty: 68805.593750
Entering ConstructFrom: 
Trying to split cluster 1 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -154081.140625 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -154081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152047.875000 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -152047.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152325.765625 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -152325.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152400.453125 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -152400.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -152440.843750 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -152440.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -152470.156250 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -152470.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -152494.296875 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -152494.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -152513.859375 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -152513.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -152524.406250 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -152524.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -152538.343750 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -152538.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -152545.531250 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -152545.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -152547.656250 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -152547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -152553.734375 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -152553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152560.687500 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -152560.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -152569.406250 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -152569.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -152585.671875 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -152585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -152607.453125 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -152607.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -152619.562500 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -152619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -152627.593750 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -152627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152630.781250 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -152630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152634.265625 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -152634.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -152644.546875 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -152644.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -152655.015625 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -152655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -152664.562500 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -152664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152669.250000 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -152669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152673.140625 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -152673.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152675.234375 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -152675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152677.046875 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -152677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -152685.125000 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -152685.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -152701.828125 Penalty: 3477.114746
	Iteration 28Q: 3 clusters Score -152701.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152724.218750 Penalty: 3477.114746
	Iteration 29Q: 3 clusters Score -152724.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152742.984375 Penalty: 3477.114746
	Iteration 30Q: 3 clusters Score -152743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -152762.218750 Penalty: 3477.114746
	Iteration 31Q: 3 clusters Score -152762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -152770.828125 Penalty: 3477.114746
	Iteration 32Q: 3 clusters Score -152770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152778.640625 Penalty: 3477.114746
	Iteration 33Q: 3 clusters Score -152778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -152784.609375 Penalty: 3477.114746
	Iteration 34Q: 3 clusters Score -152784.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -152799.796875 Penalty: 3477.114746
	Iteration 35Q: 3 clusters Score -152799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -152802.609375 Penalty: 3477.114746
	Iteration 36Q: 3 clusters Score -152802.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -152805.343750 Penalty: 3477.114746
	Iteration 37Q: 3 clusters Score -152805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -152808.140625 Penalty: 3477.114746
	Iteration 38Q: 3 clusters Score -152808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -152809.765625 Penalty: 3477.114746
	Iteration 39Q: 3 clusters Score -152809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -152813.531250 Penalty: 3477.114746
	Iteration 40F: 3 clusters Score -152813.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -152817.375000 Penalty: 3477.114746
	Iteration 41Q: 3 clusters Score -152817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152821.421875 Penalty: 3477.114746
	Iteration 42Q: 3 clusters Score -152821.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152823.687500 Penalty: 3477.114746
	Iteration 43Q: 3 clusters Score -152823.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152826.140625 Penalty: 3477.114746
	Iteration 44Q: 3 clusters Score -152826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152827.562500 Penalty: 3477.114746
	Iteration 45Q: 3 clusters Score -152827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152827.562500 Penalty: 3477.114746
	Iteration 46F: 3 clusters Score -152827.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Entering Unmasked Estep 
Score: -3859618.750000 Penalty: 2531.270508
	Iteration 0F: 2 clusters Score -3859619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3840879.500000 Penalty: 5062.541016
	Iteration 0F: 3 clusters Score -3840880 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3847507.250000 Penalty: 5062.541016
	Iteration 1F: 3 clusters Score -3847507 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3848079.750000 Penalty: 5062.541016
	Iteration 2Q: 3 clusters Score -3848080 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3848656.500000 Penalty: 5062.541016
	Iteration 3Q: 3 clusters Score -3848656 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3849221.750000 Penalty: 5062.541016
	Iteration 4Q: 3 clusters Score -3849222 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3849824.250000 Penalty: 5062.541016
	Iteration 5Q: 3 clusters Score -3849824 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3850439.250000 Penalty: 5062.541016
	Iteration 6Q: 3 clusters Score -3850439 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -3851053.000000 Penalty: 5062.541016
	Iteration 7Q: 3 clusters Score -3851053 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3851676.000000 Penalty: 5062.541016
	Iteration 8Q: 3 clusters Score -3851676 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3852294.250000 Penalty: 5062.541016
	Iteration 9Q: 3 clusters Score -3852294 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3852908.750000 Penalty: 5062.541016
	Iteration 10Q: 3 clusters Score -3852909 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3853472.000000 Penalty: 5062.541016
	Iteration 11Q: 3 clusters Score -3853472 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3853986.250000 Penalty: 5062.541016
	Iteration 12Q: 3 clusters Score -3853986 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3854393.500000 Penalty: 5062.541016
	Iteration 13Q: 3 clusters Score -3854394 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3854700.750000 Penalty: 5062.541016
	Iteration 14Q: 3 clusters Score -3854701 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3854895.000000 Penalty: 5062.541016
	Iteration 15Q: 3 clusters Score -3854895 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3855033.500000 Penalty: 5062.541016
	Iteration 16Q: 3 clusters Score -3855034 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3855132.250000 Penalty: 5062.541016
	Iteration 17Q: 3 clusters Score -3855132 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3855205.000000 Penalty: 5062.541016
	Iteration 18Q: 3 clusters Score -3855205 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3855267.750000 Penalty: 5062.541016
	Iteration 19Q: 3 clusters Score -3855268 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3855305.750000 Penalty: 5062.541016
	Iteration 20F: 3 clusters Score -3855306 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -3855378.000000 Penalty: 5062.541016
	Iteration 21Q: 3 clusters Score -3855378 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -3855418.500000 Penalty: 5062.541016
	Iteration 22Q: 3 clusters Score -3855418 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3855462.750000 Penalty: 5062.541016
	Iteration 23Q: 3 clusters Score -3855463 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3855493.750000 Penalty: 5062.541016
	Iteration 24Q: 3 clusters Score -3855494 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3855531.500000 Penalty: 5062.541016
	Iteration 25Q: 3 clusters Score -3855532 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3855559.250000 Penalty: 5062.541016
	Iteration 26Q: 3 clusters Score -3855559 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3855607.500000 Penalty: 5062.541016
	Iteration 27Q: 3 clusters Score -3855608 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3855631.750000 Penalty: 5062.541016
	Iteration 28Q: 3 clusters Score -3855632 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3855662.500000 Penalty: 5062.541016
	Iteration 29Q: 3 clusters Score -3855662 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3855708.250000 Penalty: 5062.541016
	Iteration 30Q: 3 clusters Score -3855708 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3855713.750000 Penalty: 5062.541016
	Iteration 31Q: 3 clusters Score -3855714 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3855740.500000 Penalty: 5062.541016
	Iteration 32Q: 3 clusters Score -3855740 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3855783.250000 Penalty: 5062.541016
	Iteration 33Q: 3 clusters Score -3855783 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3855807.750000 Penalty: 5062.541016
	Iteration 34Q: 3 clusters Score -3855808 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3855855.250000 Penalty: 5062.541016
	Iteration 35Q: 3 clusters Score -3855855 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3855890.500000 Penalty: 5062.541016
	Iteration 36Q: 3 clusters Score -3855890 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3855905.750000 Penalty: 5062.541016
	Iteration 37Q: 3 clusters Score -3855906 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3855944.500000 Penalty: 5062.541016
	Iteration 38Q: 3 clusters Score -3855944 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3855964.500000 Penalty: 5062.541016
	Iteration 39Q: 3 clusters Score -3855964 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3856006.250000 Penalty: 5062.541016
	Iteration 40F: 3 clusters Score -3856006 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3856032.500000 Penalty: 5062.541016
	Iteration 41Q: 3 clusters Score -3856032 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3856061.500000 Penalty: 5062.541016
	Iteration 42Q: 3 clusters Score -3856062 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3856083.750000 Penalty: 5062.541016
	Iteration 43Q: 3 clusters Score -3856084 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -3856105.750000 Penalty: 5062.541016
	Iteration 44Q: 3 clusters Score -3856106 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -3856124.500000 Penalty: 5062.541016
	Iteration 45Q: 3 clusters Score -3856124 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3856147.250000 Penalty: 5062.541016
	Iteration 46Q: 3 clusters Score -3856147 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3856171.250000 Penalty: 5062.541016
	Iteration 47Q: 3 clusters Score -3856171 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3856189.750000 Penalty: 5062.541016
	Iteration 48Q: 3 clusters Score -3856190 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3856201.250000 Penalty: 5062.541016
	Iteration 49Q: 3 clusters Score -3856201 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3856226.750000 Penalty: 5062.541016
	Iteration 50Q: 3 clusters Score -3856227 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3856254.250000 Penalty: 5062.541016
	Iteration 51Q: 3 clusters Score -3856254 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3856280.500000 Penalty: 5062.541016
	Iteration 52Q: 3 clusters Score -3856280 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3856295.250000 Penalty: 5062.541016
	Iteration 53Q: 3 clusters Score -3856295 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3856318.500000 Penalty: 5062.541016
	Iteration 54Q: 3 clusters Score -3856318 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3856331 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3856349.750000 Penalty: 5062.541016
	Iteration 56Q: 3 clusters Score -3856350 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3856370.250000 Penalty: 5062.541016
	Iteration 57Q: 3 clusters Score -3856370 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3856377.750000 Penalty: 5062.541016
	Iteration 58Q: 3 clusters Score -3856378 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3856404.250000 Penalty: 5062.541016
	Iteration 59Q: 3 clusters Score -3856404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3856424.000000 Penalty: 5062.541016
	Iteration 60F: 3 clusters Score -3856424 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3856445 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3856462.750000 Penalty: 5062.541016
	Iteration 62Q: 3 clusters Score -3856463 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3856491.250000 Penalty: 5062.541016
	Iteration 63Q: 3 clusters Score -3856491 nChanged 116
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Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3856513.250000 Penalty: 5062.541016
	Iteration 64Q: 3 clusters Score -3856513 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3856540.750000 Penalty: 5062.541016
	Iteration 65Q: 3 clusters Score -3856541 nChanged 132
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Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3856585.500000 Penalty: 5062.541016
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Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3856610.250000 Penalty: 5062.541016
	Iteration 67Q: 3 clusters Score -3856610 nChanged 117
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Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3856634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3856668 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3856688 nChanged 119
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Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3856723.250000 Penalty: 5062.541016
	Iteration 71Q: 3 clusters Score -3856723 nChanged 110
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Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3856742.250000 Penalty: 5062.541016
	Iteration 72Q: 3 clusters Score -3856742 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3856777 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3856816.750000 Penalty: 5062.541016
	Iteration 74Q: 3 clusters Score -3856817 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3856853.250000 Penalty: 5062.541016
	Iteration 75Q: 3 clusters Score -3856853 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3856872 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3856890 nChanged 95
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Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3856916 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3856931 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3856962 nChanged 83
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Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3856984 nChanged 85
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Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3856995 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3857023 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3857040 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3857056 nChanged 65
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Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3857078 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3857084 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3857100.250000 Penalty: 5062.541016
	Iteration 88Q: 3 clusters Score -3857100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3857118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3857132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3857155.750000 Penalty: 5062.541016
	Iteration 91Q: 3 clusters Score -3857156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3857174.000000 Penalty: 5062.541016
	Iteration 92Q: 3 clusters Score -3857174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3857200.000000 Penalty: 5062.541016
	Iteration 93Q: 3 clusters Score -3857200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3857206.000000 Penalty: 5062.541016
	Iteration 94Q: 3 clusters Score -3857206 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3857223.750000 Penalty: 5062.541016
	Iteration 95Q: 3 clusters Score -3857224 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3857229.000000 Penalty: 5062.541016
	Iteration 96Q: 3 clusters Score -3857229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3857236.000000 Penalty: 5062.541016
	Iteration 97Q: 3 clusters Score -3857236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3857251 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3857259.250000 Penalty: 5062.541016
	Iteration 99Q: 3 clusters Score -3857259 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3857271.000000 Penalty: 5062.541016
	Iteration 100F: 3 clusters Score -3857271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3857283.750000 Penalty: 5062.541016
	Iteration 101Q: 3 clusters Score -3857284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3857298.000000 Penalty: 5062.541016
	Iteration 102Q: 3 clusters Score -3857298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3857307.000000 Penalty: 5062.541016
	Iteration 103Q: 3 clusters Score -3857307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3857310.750000 Penalty: 5062.541016
	Iteration 104Q: 3 clusters Score -3857311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3857321.250000 Penalty: 5062.541016
	Iteration 105Q: 3 clusters Score -3857321 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3857326.750000 Penalty: 5062.541016
	Iteration 106Q: 3 clusters Score -3857327 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3857336.500000 Penalty: 5062.541016
	Iteration 107Q: 3 clusters Score -3857336 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3857350.250000 Penalty: 5062.541016
	Iteration 108Q: 3 clusters Score -3857350 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3857369.000000 Penalty: 5062.541016
	Iteration 109Q: 3 clusters Score -3857369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3857381.000000 Penalty: 5062.541016
	Iteration 110Q: 3 clusters Score -3857381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3857375.250000 Penalty: 5062.541016
	Iteration 111Q: 3 clusters Score -3857375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3857381.500000 Penalty: 5062.541016
	Iteration 112Q: 3 clusters Score -3857382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3857382.250000 Penalty: 5062.541016
	Iteration 113Q: 3 clusters Score -3857382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3857384.000000 Penalty: 5062.541016
	Iteration 114Q: 3 clusters Score -3857384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3857400.250000 Penalty: 5062.541016
	Iteration 115Q: 3 clusters Score -3857400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3857402.500000 Penalty: 5062.541016
	Iteration 116Q: 3 clusters Score -3857402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3857409.750000 Penalty: 5062.541016
	Iteration 117Q: 3 clusters Score -3857410 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3857415.000000 Penalty: 5062.541016
	Iteration 118Q: 3 clusters Score -3857415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3857419.250000 Penalty: 5062.541016
	Iteration 119Q: 3 clusters Score -3857419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3857419.250000 Penalty: 5062.541016
	Iteration 120F: 3 clusters Score -3857419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3857421.500000 Penalty: 5062.541016
	Iteration 121Q: 3 clusters Score -3857422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3857427.250000 Penalty: 5062.541016
	Iteration 122Q: 3 clusters Score -3857427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3857433.250000 Penalty: 5062.541016
	Iteration 123Q: 3 clusters Score -3857433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3857438.750000 Penalty: 5062.541016
	Iteration 124Q: 3 clusters Score -3857439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3857438.250000 Penalty: 5062.541016
	Iteration 125Q: 3 clusters Score -3857438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3857443.500000 Penalty: 5062.541016
	Iteration 126Q: 3 clusters Score -3857444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3857456.000000 Penalty: 5062.541016
	Iteration 127Q: 3 clusters Score -3857456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3857457.000000 Penalty: 5062.541016
	Iteration 128Q: 3 clusters Score -3857457 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3857458.500000 Penalty: 5062.541016
	Iteration 129Q: 3 clusters Score -3857458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3857465.250000 Penalty: 5062.541016
	Iteration 130Q: 3 clusters Score -3857465 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3857463.750000 Penalty: 5062.541016
	Iteration 131Q: 3 clusters Score -3857464 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3857463.250000 Penalty: 5062.541016
	Iteration 132Q: 3 clusters Score -3857463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3857463.250000 Penalty: 5062.541016
	Iteration 133Q: 3 clusters Score -3857463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3857466.750000 Penalty: 5062.541016
	Iteration 134Q: 3 clusters Score -3857467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3857467.750000 Penalty: 5062.541016
	Iteration 135Q: 3 clusters Score -3857468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3857472.750000 Penalty: 5062.541016
	Iteration 136Q: 3 clusters Score -3857473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3857474.500000 Penalty: 5062.541016
	Iteration 137Q: 3 clusters Score -3857474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3857477.500000 Penalty: 5062.541016
	Iteration 138Q: 3 clusters Score -3857478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3857480.500000 Penalty: 5062.541016
	Iteration 139Q: 3 clusters Score -3857480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3857480 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3857480 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3857481.750000 Penalty: 5062.541016
	Iteration 142Q: 3 clusters Score -3857482 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3857491.250000 Penalty: 5062.541016
	Iteration 143Q: 3 clusters Score -3857491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3857487.750000 Penalty: 5062.541016
	Iteration 144Q: 3 clusters Score -3857488 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3857491.000000 Penalty: 5062.541016
	Iteration 145Q: 3 clusters Score -3857491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3857492.250000 Penalty: 5062.541016
	Iteration 146Q: 3 clusters Score -3857492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3857496.000000 Penalty: 5062.541016
	Iteration 147Q: 3 clusters Score -3857496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3857498.500000 Penalty: 5062.541016
	Iteration 148Q: 3 clusters Score -3857498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3857500.000000 Penalty: 5062.541016
	Iteration 149Q: 3 clusters Score -3857500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3857501.500000 Penalty: 5062.541016
	Iteration 150Q: 3 clusters Score -3857502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3857499.500000 Penalty: 5062.541016
	Iteration 151Q: 3 clusters Score -3857500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3857499.500000 Penalty: 5062.541016
	Iteration 152F: 3 clusters Score -3857500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Entering Unmasked Estep 
Score: -3464961.500000 Penalty: 2504.850830
	Iteration 0F: 2 clusters Score -3464962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3447967.500000 Penalty: 5009.701660
	Iteration 0F: 3 clusters Score -3447968 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3453879.750000 Penalty: 5009.701660
	Iteration 1F: 3 clusters Score -3453880 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3454244.500000 Penalty: 5009.701660
	Iteration 2Q: 3 clusters Score -3454244 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3454519.000000 Penalty: 5009.701660
	Iteration 3Q: 3 clusters Score -3454519 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3454776.250000 Penalty: 5009.701660
	Iteration 4Q: 3 clusters Score -3454776 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3455046.500000 Penalty: 5009.701660
	Iteration 5Q: 3 clusters Score -3455046 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3455352.000000 Penalty: 5009.701660
	Iteration 6Q: 3 clusters Score -3455352 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3455736.750000 Penalty: 5009.701660
	Iteration 7Q: 3 clusters Score -3455737 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3456165.000000 Penalty: 5009.701660
	Iteration 8Q: 3 clusters Score -3456165 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3456664.500000 Penalty: 5009.701660
	Iteration 9Q: 3 clusters Score -3456664 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3457258.750000 Penalty: 5009.701660
	Iteration 10Q: 3 clusters Score -3457259 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3457945.000000 Penalty: 5009.701660
	Iteration 11Q: 3 clusters Score -3457945 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3458730.500000 Penalty: 5009.701660
	Iteration 12Q: 3 clusters Score -3458730 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3459454.750000 Penalty: 5009.701660
	Iteration 13Q: 3 clusters Score -3459455 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3460114.750000 Penalty: 5009.701660
	Iteration 14Q: 3 clusters Score -3460115 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3460679.000000 Penalty: 5009.701660
	Iteration 15Q: 3 clusters Score -3460679 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3461091.750000 Penalty: 5009.701660
	Iteration 16Q: 3 clusters Score -3461092 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3461416.250000 Penalty: 5009.701660
	Iteration 17Q: 3 clusters Score -3461416 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3461679.500000 Penalty: 5009.701660
	Iteration 18Q: 3 clusters Score -3461680 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3461905.250000 Penalty: 5009.701660
	Iteration 19Q: 3 clusters Score -3461905 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3462071.500000 Penalty: 5009.701660
	Iteration 20F: 3 clusters Score -3462072 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3462194.500000 Penalty: 5009.701660
	Iteration 21Q: 3 clusters Score -3462194 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3462305.750000 Penalty: 5009.701660
	Iteration 22Q: 3 clusters Score -3462306 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3462395.750000 Penalty: 5009.701660
	Iteration 23Q: 3 clusters Score -3462396 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3462480.500000 Penalty: 5009.701660
	Iteration 24Q: 3 clusters Score -3462480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3462539.000000 Penalty: 5009.701660
	Iteration 25Q: 3 clusters Score -3462539 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3462597.250000 Penalty: 5009.701660
	Iteration 26Q: 3 clusters Score -3462597 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3462647.000000 Penalty: 5009.701660
	Iteration 27Q: 3 clusters Score -3462647 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3462673.250000 Penalty: 5009.701660
	Iteration 28Q: 3 clusters Score -3462673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3462700.000000 Penalty: 5009.701660
	Iteration 29Q: 3 clusters Score -3462700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3462717.250000 Penalty: 5009.701660
	Iteration 30Q: 3 clusters Score -3462717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3462727.250000 Penalty: 5009.701660
	Iteration 31Q: 3 clusters Score -3462727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3462735.250000 Penalty: 5009.701660
	Iteration 32Q: 3 clusters Score -3462735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3462746.250000 Penalty: 5009.701660
	Iteration 33Q: 3 clusters Score -3462746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3462753.000000 Penalty: 5009.701660
	Iteration 34Q: 3 clusters Score -3462753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3462763.750000 Penalty: 5009.701660
	Iteration 35Q: 3 clusters Score -3462764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3462770.250000 Penalty: 5009.701660
	Iteration 36Q: 3 clusters Score -3462770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3462781.000000 Penalty: 5009.701660
	Iteration 37Q: 3 clusters Score -3462781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3462786.500000 Penalty: 5009.701660
	Iteration 38Q: 3 clusters Score -3462786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3462789.750000 Penalty: 5009.701660
	Iteration 39Q: 3 clusters Score -3462790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3462795.500000 Penalty: 5009.701660
	Iteration 40F: 3 clusters Score -3462796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3462797.750000 Penalty: 5009.701660
	Iteration 41Q: 3 clusters Score -3462798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3462804.500000 Penalty: 5009.701660
	Iteration 42Q: 3 clusters Score -3462804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3462814.500000 Penalty: 5009.701660
	Iteration 43Q: 3 clusters Score -3462814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3462812.500000 Penalty: 5009.701660
	Iteration 44Q: 3 clusters Score -3462812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3462815.250000 Penalty: 5009.701660
	Iteration 45Q: 3 clusters Score -3462815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3462817.500000 Penalty: 5009.701660
	Iteration 46Q: 3 clusters Score -3462818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3462814.500000 Penalty: 5009.701660
	Iteration 47Q: 3 clusters Score -3462814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3462820.000000 Penalty: 5009.701660
	Iteration 48Q: 3 clusters Score -3462820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3462823.250000 Penalty: 5009.701660
	Iteration 49Q: 3 clusters Score -3462823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3462824.000000 Penalty: 5009.701660
	Iteration 50Q: 3 clusters Score -3462824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3462824.000000 Penalty: 5009.701660
	Iteration 51F: 3 clusters Score -3462824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158415 members 
Entering Unmasked Estep 
Score: -22220186.000000 Penalty: 2969.297607
	Iteration 0F: 2 clusters Score -2.222019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -22116796.000000 Penalty: 5938.595215
	Iteration 0F: 3 clusters Score -2.21168e+07 nChanged 75981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -22160638.000000 Penalty: 5938.595215
	Iteration 1F: 3 clusters Score -2.216064e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -22162160.000000 Penalty: 5938.595215
	Iteration 2Q: 3 clusters Score -2.216216e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -22164856.000000 Penalty: 5938.595215
	Iteration 3Q: 3 clusters Score -2.216486e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -22170400.000000 Penalty: 5938.595215
	Iteration 4F: 3 clusters Score -2.21704e+07 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 117258 members 
Entering Unmasked Estep 
Score: -22180126.000000 Penalty: 5938.595215
	Iteration 5F: 3 clusters Score -2.218013e+07 nChanged 14886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 131934 members 
Entering Unmasked Estep 
Score: -22194392.000000 Penalty: 5938.595215
	Iteration 6F: 3 clusters Score -2.219439e+07 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 144761 members 
Entering Unmasked Estep 
Score: -22207714.000000 Penalty: 5938.595215
	Iteration 7F: 3 clusters Score -2.220771e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 152356 members 
Entering Unmasked Estep 
Score: -22214556.000000 Penalty: 5938.595215
	Iteration 8Q: 3 clusters Score -2.221456e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 155524 members 
Entering Unmasked Estep 
Score: -22216764.000000 Penalty: 5938.595215
	Iteration 9Q: 3 clusters Score -2.221676e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 156803 members 
Entering Unmasked Estep 
Score: -22217382.000000 Penalty: 5938.595215
	Iteration 10Q: 3 clusters Score -2.221738e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 157320 members 
Entering Unmasked Estep 
Score: -22217636.000000 Penalty: 5938.595215
	Iteration 11Q: 3 clusters Score -2.221764e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 157526 members 
Entering Unmasked Estep 
Score: -22217756.000000 Penalty: 5938.595215
	Iteration 12Q: 3 clusters Score -2.221776e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 157639 members 
Entering Unmasked Estep 
Score: -22217850.000000 Penalty: 5938.595215
	Iteration 13Q: 3 clusters Score -2.221785e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 157692 members 
Entering Unmasked Estep 
Score: -22217906.000000 Penalty: 5938.595215
	Iteration 14Q: 3 clusters Score -2.221791e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 157722 members 
Entering Unmasked Estep 
Score: -22217942.000000 Penalty: 5938.595215
	Iteration 15Q: 3 clusters Score -2.221794e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -22217948.000000 Penalty: 5938.595215
	Iteration 16Q: 3 clusters Score -2.221795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -22217962.000000 Penalty: 5938.595215
	Iteration 17Q: 3 clusters Score -2.221796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 157780 members 
Entering Unmasked Estep 
Score: -22217982.000000 Penalty: 5938.595215
	Iteration 18Q: 3 clusters Score -2.221798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 157786 members 
Entering Unmasked Estep 
Score: -22217972.000000 Penalty: 5938.595215
	Iteration 19Q: 3 clusters Score -2.221797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 157787 members 
Entering Unmasked Estep 
Score: -22217976.000000 Penalty: 5938.595215
	Iteration 20F: 3 clusters Score -2.221798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 157792 members 
Entering Unmasked Estep 
Score: -22217970.000000 Penalty: 5938.595215
	Iteration 21Q: 3 clusters Score -2.221797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 157795 members 
Entering Unmasked Estep 
Score: -22217978.000000 Penalty: 5938.595215
	Iteration 22Q: 3 clusters Score -2.221798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 157796 members 
Entering Unmasked Estep 
Score: -22217976.000000 Penalty: 5938.595215
	Iteration 23Q: 3 clusters Score -2.221798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 157797 members 
Entering Unmasked Estep 
Score: -22217974.000000 Penalty: 5938.595215
	Iteration 24Q: 3 clusters Score -2.221797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 157797 members 
Entering Unmasked Estep 
Score: -22217974.000000 Penalty: 5938.595215
	Iteration 25F: 3 clusters Score -2.221797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51934.109375 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51934.11 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 220 members 
Entering Unmasked Estep 
Score: -50563.375000 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50563.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50853.308594 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50853.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50985.703125 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -50985.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51061.156250 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -51061.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51142.714844 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -51142.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51224.207031 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -51224.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51352.644531 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -51352.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51578.746094 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -51578.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51822.394531 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -51822.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51899.968750 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -51899.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51969.363281 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -51969.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52012.550781 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -52012.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52060.074219 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -52060.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52088.175781 Penalty: 3021.289795
	Iteration 13F: 3 clusters Score -52088.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52166.621094 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -52166.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52277.109375 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -52277.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52385.886719 Penalty: 3021.289795
	Iteration 16Q: 3 clusters Score -52385.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52439.660156 Penalty: 3021.289795
	Iteration 17Q: 3 clusters Score -52439.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52505.570312 Penalty: 3021.289795
	Iteration 18Q: 3 clusters Score -52505.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52522.210938 Penalty: 3021.289795
	Iteration 19Q: 3 clusters Score -52522.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52526.851562 Penalty: 3021.289795
	Iteration 20F: 3 clusters Score -52526.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27085 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158415 members 
Mstep: Class 5 contains 135 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 42162 members 
Mstep: Class 12 contains 90904 members 
Mstep: Class 13 contains 180376 members 
Mstep: Class 14 contains 158843 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9980 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90156 members 
Entering Unmasked Estep 
Score: -147039408.000000 Penalty: 72245.875000
Splitting cluster 5 changes total score from -147040832.000000 to -147039408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -307814.625000 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -307814.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -305078.468750 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -305078.5 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -305600.000000 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -305600 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -305741.000000 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -305741 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -305808.531250 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -305808.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -305859.093750 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -305859.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -305900.718750 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -305900.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -305936.312500 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -305936.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -305954.250000 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -305954.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -305963.031250 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -305963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -305970.750000 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -305970.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -305976.156250 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -305976.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -305983.031250 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -305983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -305990.250000 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -305990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -305996.343750 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -305996.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -306003.406250 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -306003.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -306013.531250 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -306013.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -306023.218750 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -306023.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -306033.875000 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -306033.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -306040.906250 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -306040.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -306051.406250 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -306051.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -306062.406250 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -306062.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -306070.406250 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -306070.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -306075.875000 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -306075.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -306083.750000 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -306083.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -306088.062500 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -306088.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -306092.875000 Penalty: 3820.019531
	Iteration 25Q: 3 clusters Score -306092.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -306097.625000 Penalty: 3820.019531
	Iteration 26Q: 3 clusters Score -306097.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -306101.468750 Penalty: 3820.019531
	Iteration 27Q: 3 clusters Score -306101.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -306103.406250 Penalty: 3820.019531
	Iteration 28Q: 3 clusters Score -306103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -306104.500000 Penalty: 3820.019531
	Iteration 29Q: 3 clusters Score -306104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -306104.625000 Penalty: 3820.019531
	Iteration 30Q: 3 clusters Score -306104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -306104.625000 Penalty: 3820.019531
	Iteration 31F: 3 clusters Score -306104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -69981.257812 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -69981.26 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 293 members 
Entering Unmasked Estep 
Score: -68528.882812 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -68528.88 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68844.640625 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -68844.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69126.945312 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -69126.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69516.359375 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -69516.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69813.453125 Penalty: 3143.065674
	Iteration 4F: 3 clusters Score -69813.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -70117.750000 Penalty: 3143.065674
	Iteration 5F: 3 clusters Score -70117.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70336.609375 Penalty: 3143.065674
	Iteration 6F: 3 clusters Score -70336.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -70435.656250 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -70435.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70495.609375 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -70495.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -70591.781250 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -70591.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -70595.804688 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -70595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -70602.343750 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -70602.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70606.179688 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -70606.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70606.179688 Penalty: 3143.065674
	Iteration 13F: 3 clusters Score -70606.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27085 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158415 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 96 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 42162 members 
Mstep: Class 12 contains 90904 members 
Mstep: Class 13 contains 180376 members 
Mstep: Class 14 contains 158843 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9980 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90156 members 
Entering Unmasked Estep 
Score: -147039696.000000 Penalty: 72245.875000
Splitting cluster 7 changes total score from -147040832.000000 to -147039696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (57636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Entering Unmasked Estep 
Score: -8226650.000000 Penalty: 2718.551758
	Iteration 0F: 2 clusters Score -8226650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -8187975.000000 Penalty: 5437.103516
	Iteration 0F: 3 clusters Score -8187975 nChanged 26766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -8202637.000000 Penalty: 5437.103516
	Iteration 1F: 3 clusters Score -8202637 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -8203085.000000 Penalty: 5437.103516
	Iteration 2Q: 3 clusters Score -8203085 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -8203500.500000 Penalty: 5437.103516
	Iteration 3Q: 3 clusters Score -8203500 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -8203814.000000 Penalty: 5437.103516
	Iteration 4Q: 3 clusters Score -8203814 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -8204104.000000 Penalty: 5437.103516
	Iteration 5Q: 3 clusters Score -8204104 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -8204439.000000 Penalty: 5437.103516
	Iteration 6Q: 3 clusters Score -8204439 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -8204697.000000 Penalty: 5437.103516
	Iteration 7Q: 3 clusters Score -8204697 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -8204995.500000 Penalty: 5437.103516
	Iteration 8Q: 3 clusters Score -8204996 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -8205277.500000 Penalty: 5437.103516
	Iteration 9Q: 3 clusters Score -8205278 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -8205701.000000 Penalty: 5437.103516
	Iteration 10Q: 3 clusters Score -8205701 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -8206384.500000 Penalty: 5437.103516
	Iteration 11Q: 3 clusters Score -8206384 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -8207262.000000 Penalty: 5437.103516
	Iteration 12Q: 3 clusters Score -8207262 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -8208689.000000 Penalty: 5437.103516
	Iteration 13Q: 3 clusters Score -8208689 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -8210713.500000 Penalty: 5437.103516
	Iteration 14F: 3 clusters Score -8210714 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -8213441.500000 Penalty: 5437.103516
	Iteration 15F: 3 clusters Score -8213442 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -8216355.000000 Penalty: 5437.103516
	Iteration 16F: 3 clusters Score -8216355 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -8219078.500000 Penalty: 5437.103516
	Iteration 17F: 3 clusters Score -8219078 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8221383.500000 Penalty: 5437.103516
	Iteration 18Q: 3 clusters Score -8221384 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8222819.500000 Penalty: 5437.103516
	Iteration 19Q: 3 clusters Score -8222820 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56311 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8223684.000000 Penalty: 5437.103516
	Iteration 20F: 3 clusters Score -8223684 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8224045.500000 Penalty: 5437.103516
	Iteration 21Q: 3 clusters Score -8224046 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8224198.000000 Penalty: 5437.103516
	Iteration 22Q: 3 clusters Score -8224198 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8224274.500000 Penalty: 5437.103516
	Iteration 23Q: 3 clusters Score -8224274 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8224310.000000 Penalty: 5437.103516
	Iteration 24Q: 3 clusters Score -8224310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8224338.500000 Penalty: 5437.103516
	Iteration 25Q: 3 clusters Score -8224338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8224357.500000 Penalty: 5437.103516
	Iteration 26Q: 3 clusters Score -8224358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8224366.500000 Penalty: 5437.103516
	Iteration 27Q: 3 clusters Score -8224366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8224380.500000 Penalty: 5437.103516
	Iteration 28Q: 3 clusters Score -8224380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8224394.000000 Penalty: 5437.103516
	Iteration 29Q: 3 clusters Score -8224394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8224399.000000 Penalty: 5437.103516
	Iteration 30Q: 3 clusters Score -8224399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8224414.500000 Penalty: 5437.103516
	Iteration 31Q: 3 clusters Score -8224414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8224421.500000 Penalty: 5437.103516
	Iteration 32Q: 3 clusters Score -8224422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8224418.000000 Penalty: 5437.103516
	Iteration 33Q: 3 clusters Score -8224418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8224428.000000 Penalty: 5437.103516
	Iteration 34Q: 3 clusters Score -8224428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8224426.500000 Penalty: 5437.103516
	Iteration 35Q: 3 clusters Score -8224426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8224426.000000 Penalty: 5437.103516
	Iteration 36Q: 3 clusters Score -8224426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8224425.500000 Penalty: 5437.103516
	Iteration 37Q: 3 clusters Score -8224426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8224425.500000 Penalty: 5437.103516
	Iteration 38Q: 3 clusters Score -8224426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8224426.500000 Penalty: 5437.103516
	Iteration 39F: 3 clusters Score -8224426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8224426.000000 Penalty: 5437.103516
	Iteration 40F: 3 clusters Score -8224426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Entering Unmasked Estep 
Score: -2466595.000000 Penalty: 2419.553223
	Iteration 0F: 2 clusters Score -2466595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2454232.750000 Penalty: 4839.106445
	Iteration 0F: 3 clusters Score -2454233 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2458121.500000 Penalty: 4839.106445
	Iteration 1F: 3 clusters Score -2458122 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2458512.250000 Penalty: 4839.106445
	Iteration 2F: 3 clusters Score -2458512 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2458823.500000 Penalty: 4839.106445
	Iteration 3Q: 3 clusters Score -2458824 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2459083.000000 Penalty: 4839.106445
	Iteration 4Q: 3 clusters Score -2459083 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2459327.500000 Penalty: 4839.106445
	Iteration 5Q: 3 clusters Score -2459328 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2459609.250000 Penalty: 4839.106445
	Iteration 6Q: 3 clusters Score -2459609 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2459947.500000 Penalty: 4839.106445
	Iteration 7Q: 3 clusters Score -2459948 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2460391.750000 Penalty: 4839.106445
	Iteration 8Q: 3 clusters Score -2460392 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2460984.000000 Penalty: 4839.106445
	Iteration 9Q: 3 clusters Score -2460984 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2461663.750000 Penalty: 4839.106445
	Iteration 10Q: 3 clusters Score -2461664 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2462331.000000 Penalty: 4839.106445
	Iteration 11Q: 3 clusters Score -2462331 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2462906.000000 Penalty: 4839.106445
	Iteration 12Q: 3 clusters Score -2462906 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2463300.250000 Penalty: 4839.106445
	Iteration 13Q: 3 clusters Score -2463300 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2463548.000000 Penalty: 4839.106445
	Iteration 14Q: 3 clusters Score -2463548 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2463691.750000 Penalty: 4839.106445
	Iteration 15Q: 3 clusters Score -2463692 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2463762.500000 Penalty: 4839.106445
	Iteration 16Q: 3 clusters Score -2463762 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2463793.250000 Penalty: 4839.106445
	Iteration 17Q: 3 clusters Score -2463793 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2463817.250000 Penalty: 4839.106445
	Iteration 18Q: 3 clusters Score -2463817 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2463841.000000 Penalty: 4839.106445
	Iteration 19Q: 3 clusters Score -2463841 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2463864.250000 Penalty: 4839.106445
	Iteration 20F: 3 clusters Score -2463864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2463868.750000 Penalty: 4839.106445
	Iteration 21Q: 3 clusters Score -2463869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2463879.250000 Penalty: 4839.106445
	Iteration 22Q: 3 clusters Score -2463879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2463890.750000 Penalty: 4839.106445
	Iteration 23Q: 3 clusters Score -2463891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2463907.250000 Penalty: 4839.106445
	Iteration 24Q: 3 clusters Score -2463907 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2463922.250000 Penalty: 4839.106445
	Iteration 25Q: 3 clusters Score -2463922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2463940.000000 Penalty: 4839.106445
	Iteration 26Q: 3 clusters Score -2463940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2463947.250000 Penalty: 4839.106445
	Iteration 27Q: 3 clusters Score -2463947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2463950.000000 Penalty: 4839.106445
	Iteration 28Q: 3 clusters Score -2463950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2463953.000000 Penalty: 4839.106445
	Iteration 29Q: 3 clusters Score -2463953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2463955.250000 Penalty: 4839.106445
	Iteration 30Q: 3 clusters Score -2463955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2463965.500000 Penalty: 4839.106445
	Iteration 31Q: 3 clusters Score -2463966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2463966.250000 Penalty: 4839.106445
	Iteration 32Q: 3 clusters Score -2463966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2463967.000000 Penalty: 4839.106445
	Iteration 33Q: 3 clusters Score -2463967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2463968.750000 Penalty: 4839.106445
	Iteration 34Q: 3 clusters Score -2463969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2463970.250000 Penalty: 4839.106445
	Iteration 35Q: 3 clusters Score -2463970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2463971.250000 Penalty: 4839.106445
	Iteration 36Q: 3 clusters Score -2463971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2463976.000000 Penalty: 4839.106445
	Iteration 37Q: 3 clusters Score -2463976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2463977.500000 Penalty: 4839.106445
	Iteration 38Q: 3 clusters Score -2463978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2463980.500000 Penalty: 4839.106445
	Iteration 39Q: 3 clusters Score -2463980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2463989.750000 Penalty: 4839.106445
	Iteration 40F: 3 clusters Score -2463990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2463986.000000 Penalty: 4839.106445
	Iteration 41Q: 3 clusters Score -2463986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2463993.250000 Penalty: 4839.106445
	Iteration 42Q: 3 clusters Score -2463993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2463990.500000 Penalty: 4839.106445
	Iteration 43Q: 3 clusters Score -2463990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2463990.000000 Penalty: 4839.106445
	Iteration 44Q: 3 clusters Score -2463990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2463987.000000 Penalty: 4839.106445
	Iteration 45Q: 3 clusters Score -2463987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2463987.500000 Penalty: 4839.106445
	Iteration 46Q: 3 clusters Score -2463988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2463985.000000 Penalty: 4839.106445
	Iteration 47Q: 3 clusters Score -2463985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2463986.250000 Penalty: 4839.106445
	Iteration 48Q: 3 clusters Score -2463986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2463985.750000 Penalty: 4839.106445
	Iteration 49Q: 3 clusters Score -2463986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2463987.750000 Penalty: 4839.106445
	Iteration 50Q: 3 clusters Score -2463988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2463991.750000 Penalty: 4839.106445
	Iteration 51Q: 3 clusters Score -2463992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2463990.500000 Penalty: 4839.106445
	Iteration 52Q: 3 clusters Score -2463990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2463993.000000 Penalty: 4839.106445
	Iteration 53Q: 3 clusters Score -2463993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2463994.750000 Penalty: 4839.106445
	Iteration 54Q: 3 clusters Score -2463995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2463994.250000 Penalty: 4839.106445
	Iteration 55Q: 3 clusters Score -2463994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2463998.000000 Penalty: 4839.106445
	Iteration 56Q: 3 clusters Score -2463998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2464000.750000 Penalty: 4839.106445
	Iteration 57Q: 3 clusters Score -2464001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2463998.250000 Penalty: 4839.106445
	Iteration 58Q: 3 clusters Score -2463998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2463999.000000 Penalty: 4839.106445
	Iteration 59Q: 3 clusters Score -2463999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2463996.750000 Penalty: 4839.106445
	Iteration 60F: 3 clusters Score -2463997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Entering Unmasked Estep 
Score: -5801853.000000 Penalty: 2641.020264
	Iteration 0F: 2 clusters Score -5801853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -5773369.000000 Penalty: 5282.040527
	Iteration 0F: 3 clusters Score -5773369 nChanged 19306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -5784178.000000 Penalty: 5282.040527
	Iteration 1F: 3 clusters Score -5784178 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5784839.500000 Penalty: 5282.040527
	Iteration 2Q: 3 clusters Score -5784840 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -5785502.500000 Penalty: 5282.040527
	Iteration 3Q: 3 clusters Score -5785502 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -5786273.500000 Penalty: 5282.040527
	Iteration 4Q: 3 clusters Score -5786274 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -5787230.000000 Penalty: 5282.040527
	Iteration 5Q: 3 clusters Score -5787230 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -5788489.000000 Penalty: 5282.040527
	Iteration 6Q: 3 clusters Score -5788489 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -5790024.000000 Penalty: 5282.040527
	Iteration 7F: 3 clusters Score -5790024 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -5791740.500000 Penalty: 5282.040527
	Iteration 8F: 3 clusters Score -5791740 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -5793484.000000 Penalty: 5282.040527
	Iteration 9F: 3 clusters Score -5793484 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -5795103.500000 Penalty: 5282.040527
	Iteration 10Q: 3 clusters Score -5795104 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -5796365.500000 Penalty: 5282.040527
	Iteration 11Q: 3 clusters Score -5796366 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -5797366.000000 Penalty: 5282.040527
	Iteration 12Q: 3 clusters Score -5797366 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -5798098.500000 Penalty: 5282.040527
	Iteration 13Q: 3 clusters Score -5798098 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -5798584.500000 Penalty: 5282.040527
	Iteration 14Q: 3 clusters Score -5798584 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -5799015.000000 Penalty: 5282.040527
	Iteration 15Q: 3 clusters Score -5799015 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -5799345.500000 Penalty: 5282.040527
	Iteration 16Q: 3 clusters Score -5799346 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -5799519.500000 Penalty: 5282.040527
	Iteration 17Q: 3 clusters Score -5799520 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5799664.000000 Penalty: 5282.040527
	Iteration 18Q: 3 clusters Score -5799664 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5799752.500000 Penalty: 5282.040527
	Iteration 19Q: 3 clusters Score -5799752 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5799816.500000 Penalty: 5282.040527
	Iteration 20F: 3 clusters Score -5799816 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -5799865.000000 Penalty: 5282.040527
	Iteration 21Q: 3 clusters Score -5799865 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -5799905.000000 Penalty: 5282.040527
	Iteration 22Q: 3 clusters Score -5799905 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -5799950.500000 Penalty: 5282.040527
	Iteration 23Q: 3 clusters Score -5799950 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -5799966.500000 Penalty: 5282.040527
	Iteration 24Q: 3 clusters Score -5799966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -5799983.500000 Penalty: 5282.040527
	Iteration 25Q: 3 clusters Score -5799984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -5800006.000000 Penalty: 5282.040527
	Iteration 26Q: 3 clusters Score -5800006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5800029.500000 Penalty: 5282.040527
	Iteration 27Q: 3 clusters Score -5800030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5800064.500000 Penalty: 5282.040527
	Iteration 28Q: 3 clusters Score -5800064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5800068.000000 Penalty: 5282.040527
	Iteration 29Q: 3 clusters Score -5800068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -5800092.000000 Penalty: 5282.040527
	Iteration 30Q: 3 clusters Score -5800092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -5800111.000000 Penalty: 5282.040527
	Iteration 31Q: 3 clusters Score -5800111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -5800123.500000 Penalty: 5282.040527
	Iteration 32Q: 3 clusters Score -5800124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -5800125.500000 Penalty: 5282.040527
	Iteration 33Q: 3 clusters Score -5800126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5800139.500000 Penalty: 5282.040527
	Iteration 34Q: 3 clusters Score -5800140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -5800140.000000 Penalty: 5282.040527
	Iteration 35Q: 3 clusters Score -5800140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -5800142.000000 Penalty: 5282.040527
	Iteration 36Q: 3 clusters Score -5800142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -5800132.000000 Penalty: 5282.040527
	Iteration 37Q: 3 clusters Score -5800132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -5800141.500000 Penalty: 5282.040527
	Iteration 38Q: 3 clusters Score -5800142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5800148.000000 Penalty: 5282.040527
	Iteration 39Q: 3 clusters Score -5800148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5800150.500000 Penalty: 5282.040527
	Iteration 40F: 3 clusters Score -5800150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -5800154.000000 Penalty: 5282.040527
	Iteration 41Q: 3 clusters Score -5800154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -5800161.000000 Penalty: 5282.040527
	Iteration 42Q: 3 clusters Score -5800161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5800174.000000 Penalty: 5282.040527
	Iteration 43Q: 3 clusters Score -5800174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -5800166.500000 Penalty: 5282.040527
	Iteration 44Q: 3 clusters Score -5800166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -5800167.000000 Penalty: 5282.040527
	Iteration 45Q: 3 clusters Score -5800167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -5800179.000000 Penalty: 5282.040527
	Iteration 46Q: 3 clusters Score -5800179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5800179.500000 Penalty: 5282.040527
	Iteration 47Q: 3 clusters Score -5800180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -5800178.500000 Penalty: 5282.040527
	Iteration 48Q: 3 clusters Score -5800178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -5800181.500000 Penalty: 5282.040527
	Iteration 49Q: 3 clusters Score -5800182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -5800185.000000 Penalty: 5282.040527
	Iteration 50Q: 3 clusters Score -5800185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5800184.500000 Penalty: 5282.040527
	Iteration 51Q: 3 clusters Score -5800184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -5800187.500000 Penalty: 5282.040527
	Iteration 52Q: 3 clusters Score -5800188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -5800190.500000 Penalty: 5282.040527
	Iteration 53Q: 3 clusters Score -5800190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5800185.000000 Penalty: 5282.040527
	Iteration 54Q: 3 clusters Score -5800185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5800185.500000 Penalty: 5282.040527
	Iteration 55Q: 3 clusters Score -5800186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -5800186.500000 Penalty: 5282.040527
	Iteration 56Q: 3 clusters Score -5800186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -5800186.500000 Penalty: 5282.040527
	Iteration 57F: 3 clusters Score -5800186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90904 members 
Entering Unmasked Estep 
Score: -12948787.000000 Penalty: 2831.554688
	Iteration 0F: 2 clusters Score -1.294879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -12887947.000000 Penalty: 5663.109375
	Iteration 0F: 3 clusters Score -1.288795e+07 nChanged 42816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -12912893.000000 Penalty: 5663.109375
	Iteration 1F: 3 clusters Score -1.291289e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -12914521.000000 Penalty: 5663.109375
	Iteration 2Q: 3 clusters Score -1.291452e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -12917283.000000 Penalty: 5663.109375
	Iteration 3F: 3 clusters Score -1.291728e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -12922240.000000 Penalty: 5663.109375
	Iteration 4F: 3 clusters Score -1.292224e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -12929647.000000 Penalty: 5663.109375
	Iteration 5F: 3 clusters Score -1.292965e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -12937755.000000 Penalty: 5663.109375
	Iteration 6F: 3 clusters Score -1.293776e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87108 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -12943290.000000 Penalty: 5663.109375
	Iteration 7F: 3 clusters Score -1.294329e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -12945601.000000 Penalty: 5663.109375
	Iteration 8Q: 3 clusters Score -1.29456e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12946311.000000 Penalty: 5663.109375
	Iteration 9Q: 3 clusters Score -1.294631e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12946619.000000 Penalty: 5663.109375
	Iteration 10Q: 3 clusters Score -1.294662e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12946756.000000 Penalty: 5663.109375
	Iteration 11Q: 3 clusters Score -1.294676e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12946837.000000 Penalty: 5663.109375
	Iteration 12Q: 3 clusters Score -1.294684e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12946914.000000 Penalty: 5663.109375
	Iteration 13Q: 3 clusters Score -1.294691e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12946982.000000 Penalty: 5663.109375
	Iteration 14Q: 3 clusters Score -1.294698e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12947044.000000 Penalty: 5663.109375
	Iteration 15Q: 3 clusters Score -1.294704e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12947121.000000 Penalty: 5663.109375
	Iteration 16Q: 3 clusters Score -1.294712e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90211 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12947200.000000 Penalty: 5663.109375
	Iteration 17Q: 3 clusters Score -1.29472e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12947223.000000 Penalty: 5663.109375
	Iteration 18Q: 3 clusters Score -1.294722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -12947260.000000 Penalty: 5663.109375
	Iteration 19Q: 3 clusters Score -1.294726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12947268.000000 Penalty: 5663.109375
	Iteration 20F: 3 clusters Score -1.294727e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12947291.000000 Penalty: 5663.109375
	Iteration 21Q: 3 clusters Score -1.294729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12947307.000000 Penalty: 5663.109375
	Iteration 22Q: 3 clusters Score -1.294731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90131 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -12947322.000000 Penalty: 5663.109375
	Iteration 23Q: 3 clusters Score -1.294732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90131 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -12947340.000000 Penalty: 5663.109375
	Iteration 24Q: 3 clusters Score -1.294734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12947352.000000 Penalty: 5663.109375
	Iteration 25Q: 3 clusters Score -1.294735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90125 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12947356.000000 Penalty: 5663.109375
	Iteration 26Q: 3 clusters Score -1.294736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12947361.000000 Penalty: 5663.109375
	Iteration 27Q: 3 clusters Score -1.294736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12947366.000000 Penalty: 5663.109375
	Iteration 28Q: 3 clusters Score -1.294737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12947379.000000 Penalty: 5663.109375
	Iteration 29Q: 3 clusters Score -1.294738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90126 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12947380.000000 Penalty: 5663.109375
	Iteration 30Q: 3 clusters Score -1.294738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12947369.000000 Penalty: 5663.109375
	Iteration 31Q: 3 clusters Score -1.294737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -12947383.000000 Penalty: 5663.109375
	Iteration 32Q: 3 clusters Score -1.294738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90125 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12947382.000000 Penalty: 5663.109375
	Iteration 33Q: 3 clusters Score -1.294738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12947389.000000 Penalty: 5663.109375
	Iteration 34Q: 3 clusters Score -1.294739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12947384.000000 Penalty: 5663.109375
	Iteration 35Q: 3 clusters Score -1.294738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12947387.000000 Penalty: 5663.109375
	Iteration 36Q: 3 clusters Score -1.294739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12947389.000000 Penalty: 5663.109375
	Iteration 37Q: 3 clusters Score -1.294739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12947394.000000 Penalty: 5663.109375
	Iteration 38Q: 3 clusters Score -1.294739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12947385.000000 Penalty: 5663.109375
	Iteration 39Q: 3 clusters Score -1.294738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -12947383.000000 Penalty: 5663.109375
	Iteration 40F: 3 clusters Score -1.294738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (180376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180376 members 
Entering Unmasked Estep 
Score: -25644972.000000 Penalty: 3001.494141
	Iteration 0F: 2 clusters Score -2.564497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -25546530.000000 Penalty: 6002.988281
	Iteration 0F: 3 clusters Score -2.554653e+07 nChanged 86481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87750 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -25596744.000000 Penalty: 6002.988281
	Iteration 1F: 3 clusters Score -2.559674e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85853 members 
Mstep: Class 2 contains 94523 members 
Entering Unmasked Estep 
Score: -25597716.000000 Penalty: 6002.988281
	Iteration 2Q: 3 clusters Score -2.559772e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -25598924.000000 Penalty: 6002.988281
	Iteration 3Q: 3 clusters Score -2.559892e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 101747 members 
Entering Unmasked Estep 
Score: -25600532.000000 Penalty: 6002.988281
	Iteration 4Q: 3 clusters Score -2.560053e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -25603182.000000 Penalty: 6002.988281
	Iteration 5Q: 3 clusters Score -2.560318e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 117073 members 
Entering Unmasked Estep 
Score: -25607662.000000 Penalty: 6002.988281
	Iteration 6F: 3 clusters Score -2.560766e+07 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 129056 members 
Entering Unmasked Estep 
Score: -25615276.000000 Penalty: 6002.988281
	Iteration 7F: 3 clusters Score -2.561528e+07 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 142819 members 
Entering Unmasked Estep 
Score: -25625092.000000 Penalty: 6002.988281
	Iteration 8F: 3 clusters Score -2.562509e+07 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 155192 members 
Entering Unmasked Estep 
Score: -25635384.000000 Penalty: 6002.988281
	Iteration 9F: 3 clusters Score -2.563538e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 165090 members 
Entering Unmasked Estep 
Score: -25640572.000000 Penalty: 6002.988281
	Iteration 10F: 3 clusters Score -2.564057e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 171530 members 
Entering Unmasked Estep 
Score: -25642088.000000 Penalty: 6002.988281
	Iteration 11Q: 3 clusters Score -2.564209e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -25642556.000000 Penalty: 6002.988281
	Iteration 12Q: 3 clusters Score -2.564256e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 177246 members 
Entering Unmasked Estep 
Score: -25642548.000000 Penalty: 6002.988281
	Iteration 13Q: 3 clusters Score -2.564255e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 178382 members 
Entering Unmasked Estep 
Score: -25642480.000000 Penalty: 6002.988281
	Iteration 14Q: 3 clusters Score -2.564248e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 178974 members 
Entering Unmasked Estep 
Score: -25642552.000000 Penalty: 6002.988281
	Iteration 15Q: 3 clusters Score -2.564255e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 179307 members 
Entering Unmasked Estep 
Score: -25642566.000000 Penalty: 6002.988281
	Iteration 16Q: 3 clusters Score -2.564257e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 179492 members 
Entering Unmasked Estep 
Score: -25642576.000000 Penalty: 6002.988281
	Iteration 17Q: 3 clusters Score -2.564258e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 179613 members 
Entering Unmasked Estep 
Score: -25642620.000000 Penalty: 6002.988281
	Iteration 18Q: 3 clusters Score -2.564262e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 179697 members 
Entering Unmasked Estep 
Score: -25642652.000000 Penalty: 6002.988281
	Iteration 19Q: 3 clusters Score -2.564265e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 179758 members 
Entering Unmasked Estep 
Score: -25642654.000000 Penalty: 6002.988281
	Iteration 20F: 3 clusters Score -2.564265e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 179799 members 
Entering Unmasked Estep 
Score: -25642690.000000 Penalty: 6002.988281
	Iteration 21Q: 3 clusters Score -2.564269e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 179832 members 
Entering Unmasked Estep 
Score: -25642674.000000 Penalty: 6002.988281
	Iteration 22Q: 3 clusters Score -2.564267e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -25642678.000000 Penalty: 6002.988281
	Iteration 23Q: 3 clusters Score -2.564268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 179865 members 
Entering Unmasked Estep 
Score: -25642700.000000 Penalty: 6002.988281
	Iteration 24Q: 3 clusters Score -2.56427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 179878 members 
Entering Unmasked Estep 
Score: -25642678.000000 Penalty: 6002.988281
	Iteration 25Q: 3 clusters Score -2.564268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 179889 members 
Entering Unmasked Estep 
Score: -25642690.000000 Penalty: 6002.988281
	Iteration 26Q: 3 clusters Score -2.564269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 179895 members 
Entering Unmasked Estep 
Score: -25642702.000000 Penalty: 6002.988281
	Iteration 27Q: 3 clusters Score -2.56427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 179903 members 
Entering Unmasked Estep 
Score: -25642706.000000 Penalty: 6002.988281
	Iteration 28Q: 3 clusters Score -2.564271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 179908 members 
Entering Unmasked Estep 
Score: -25642726.000000 Penalty: 6002.988281
	Iteration 29Q: 3 clusters Score -2.564273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 179908 members 
Entering Unmasked Estep 
Score: -25642744.000000 Penalty: 6002.988281
	Iteration 30Q: 3 clusters Score -2.564274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 179912 members 
Entering Unmasked Estep 
Score: -25642734.000000 Penalty: 6002.988281
	Iteration 31Q: 3 clusters Score -2.564273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 179913 members 
Entering Unmasked Estep 
Score: -25642736.000000 Penalty: 6002.988281
	Iteration 32Q: 3 clusters Score -2.564274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 179914 members 
Entering Unmasked Estep 
Score: -25642728.000000 Penalty: 6002.988281
	Iteration 33Q: 3 clusters Score -2.564273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 179915 members 
Entering Unmasked Estep 
Score: -25642732.000000 Penalty: 6002.988281
	Iteration 34Q: 3 clusters Score -2.564273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 179915 members 
Entering Unmasked Estep 
Score: -25642732.000000 Penalty: 6002.988281
	Iteration 35F: 3 clusters Score -2.564273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158843 members 
Entering Unmasked Estep 
Score: -22303596.000000 Penalty: 2969.966553
	Iteration 0F: 2 clusters Score -2.23036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -22198920.000000 Penalty: 5939.933105
	Iteration 0F: 3 clusters Score -2.219892e+07 nChanged 76209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -22243634.000000 Penalty: 5939.933105
	Iteration 1F: 3 clusters Score -2.224363e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -22245230.000000 Penalty: 5939.933105
	Iteration 2Q: 3 clusters Score -2.224523e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89690 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -22247816.000000 Penalty: 5939.933105
	Iteration 3Q: 3 clusters Score -2.224782e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -22251754.000000 Penalty: 5939.933105
	Iteration 4Q: 3 clusters Score -2.225175e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -22257384.000000 Penalty: 5939.933105
	Iteration 5F: 3 clusters Score -2.225738e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -22264454.000000 Penalty: 5939.933105
	Iteration 6F: 3 clusters Score -2.226445e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119075 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -22272622.000000 Penalty: 5939.933105
	Iteration 7F: 3 clusters Score -2.227262e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128155 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -22280542.000000 Penalty: 5939.933105
	Iteration 8F: 3 clusters Score -2.228054e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136303 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -22287396.000000 Penalty: 5939.933105
	Iteration 9F: 3 clusters Score -2.22874e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142899 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -22292692.000000 Penalty: 5939.933105
	Iteration 10Q: 3 clusters Score -2.229269e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147677 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -22296086.000000 Penalty: 5939.933105
	Iteration 11Q: 3 clusters Score -2.229609e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151127 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -22298268.000000 Penalty: 5939.933105
	Iteration 12Q: 3 clusters Score -2.229827e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153487 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -22299532.000000 Penalty: 5939.933105
	Iteration 13Q: 3 clusters Score -2.229953e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -22300244.000000 Penalty: 5939.933105
	Iteration 14Q: 3 clusters Score -2.230024e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155968 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -22300590.000000 Penalty: 5939.933105
	Iteration 15Q: 3 clusters Score -2.230059e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156554 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -22300840.000000 Penalty: 5939.933105
	Iteration 16Q: 3 clusters Score -2.230084e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156963 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -22301012.000000 Penalty: 5939.933105
	Iteration 17Q: 3 clusters Score -2.230101e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157206 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -22301082.000000 Penalty: 5939.933105
	Iteration 18Q: 3 clusters Score -2.230108e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157366 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -22301144.000000 Penalty: 5939.933105
	Iteration 19Q: 3 clusters Score -2.230114e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -22301208.000000 Penalty: 5939.933105
	Iteration 20F: 3 clusters Score -2.230121e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157589 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -22301256.000000 Penalty: 5939.933105
	Iteration 21Q: 3 clusters Score -2.230126e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157673 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -22301280.000000 Penalty: 5939.933105
	Iteration 22Q: 3 clusters Score -2.230128e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -22301312.000000 Penalty: 5939.933105
	Iteration 23Q: 3 clusters Score -2.230131e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157800 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -22301342.000000 Penalty: 5939.933105
	Iteration 24Q: 3 clusters Score -2.230134e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157833 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -22301364.000000 Penalty: 5939.933105
	Iteration 25Q: 3 clusters Score -2.230136e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157860 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -22301358.000000 Penalty: 5939.933105
	Iteration 26Q: 3 clusters Score -2.230136e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157880 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -22301376.000000 Penalty: 5939.933105
	Iteration 27Q: 3 clusters Score -2.230138e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157904 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22301382.000000 Penalty: 5939.933105
	Iteration 28Q: 3 clusters Score -2.230138e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157924 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -22301398.000000 Penalty: 5939.933105
	Iteration 29Q: 3 clusters Score -2.23014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157932 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -22301370.000000 Penalty: 5939.933105
	Iteration 30Q: 3 clusters Score -2.230137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157940 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -22301408.000000 Penalty: 5939.933105
	Iteration 31Q: 3 clusters Score -2.230141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157948 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -22301404.000000 Penalty: 5939.933105
	Iteration 32Q: 3 clusters Score -2.23014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157946 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -22301410.000000 Penalty: 5939.933105
	Iteration 33Q: 3 clusters Score -2.230141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157947 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -22301380.000000 Penalty: 5939.933105
	Iteration 34Q: 3 clusters Score -2.230138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157951 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22301410.000000 Penalty: 5939.933105
	Iteration 35Q: 3 clusters Score -2.230141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157954 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -22301398.000000 Penalty: 5939.933105
	Iteration 36Q: 3 clusters Score -2.23014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157959 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -22301396.000000 Penalty: 5939.933105
	Iteration 37Q: 3 clusters Score -2.23014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157961 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -22301408.000000 Penalty: 5939.933105
	Iteration 38Q: 3 clusters Score -2.230141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157963 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -22301412.000000 Penalty: 5939.933105
	Iteration 39Q: 3 clusters Score -2.230141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157966 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -22301414.000000 Penalty: 5939.933105
	Iteration 40F: 3 clusters Score -2.230141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157971 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -22301408.000000 Penalty: 5939.933105
	Iteration 41Q: 3 clusters Score -2.230141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157976 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -22301420.000000 Penalty: 5939.933105
	Iteration 42Q: 3 clusters Score -2.230142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -22301422.000000 Penalty: 5939.933105
	Iteration 43Q: 3 clusters Score -2.230142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -22301416.000000 Penalty: 5939.933105
	Iteration 44Q: 3 clusters Score -2.230142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157981 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -22301410.000000 Penalty: 5939.933105
	Iteration 45Q: 3 clusters Score -2.230141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -22301406.000000 Penalty: 5939.933105
	Iteration 46Q: 3 clusters Score -2.230141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157985 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -22301402.000000 Penalty: 5939.933105
	Iteration 47Q: 3 clusters Score -2.23014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -22301400.000000 Penalty: 5939.933105
	Iteration 48Q: 3 clusters Score -2.23014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -22301402.000000 Penalty: 5939.933105
	Iteration 49Q: 3 clusters Score -2.23014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -22301398.000000 Penalty: 5939.933105
	Iteration 50Q: 3 clusters Score -2.23014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -22301408.000000 Penalty: 5939.933105
	Iteration 51Q: 3 clusters Score -2.230141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157991 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22301404.000000 Penalty: 5939.933105
	Iteration 52Q: 3 clusters Score -2.23014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22301414.000000 Penalty: 5939.933105
	Iteration 53Q: 3 clusters Score -2.230141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22301414.000000 Penalty: 5939.933105
	Iteration 54F: 3 clusters Score -2.230141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Entering Unmasked Estep 
Score: -15291258.000000 Penalty: 2873.576660
	Iteration 0F: 2 clusters Score -1.529126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -15219544.000000 Penalty: 5747.153320
	Iteration 0F: 3 clusters Score -1.521954e+07 nChanged 51172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -15248918.000000 Penalty: 5747.153320
	Iteration 1F: 3 clusters Score -1.524892e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -15250022.000000 Penalty: 5747.153320
	Iteration 2Q: 3 clusters Score -1.525002e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -15251508.000000 Penalty: 5747.153320
	Iteration 3Q: 3 clusters Score -1.525151e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -15254378.000000 Penalty: 5747.153320
	Iteration 4F: 3 clusters Score -1.525438e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 75603 members 
Entering Unmasked Estep 
Score: -15259288.000000 Penalty: 5747.153320
	Iteration 5F: 3 clusters Score -1.525929e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 84797 members 
Entering Unmasked Estep 
Score: -15266965.000000 Penalty: 5747.153320
	Iteration 6F: 3 clusters Score -1.526696e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -15276378.000000 Penalty: 5747.153320
	Iteration 7F: 3 clusters Score -1.527638e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 102226 members 
Entering Unmasked Estep 
Score: -15283738.000000 Penalty: 5747.153320
	Iteration 8F: 3 clusters Score -1.528374e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 105983 members 
Entering Unmasked Estep 
Score: -15287175.000000 Penalty: 5747.153320
	Iteration 9Q: 3 clusters Score -1.528718e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 107141 members 
Entering Unmasked Estep 
Score: -15288224.000000 Penalty: 5747.153320
	Iteration 10Q: 3 clusters Score -1.528822e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 107376 members 
Entering Unmasked Estep 
Score: -15288481.000000 Penalty: 5747.153320
	Iteration 11Q: 3 clusters Score -1.528848e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 107441 members 
Entering Unmasked Estep 
Score: -15288547.000000 Penalty: 5747.153320
	Iteration 12Q: 3 clusters Score -1.528855e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 107468 members 
Entering Unmasked Estep 
Score: -15288613.000000 Penalty: 5747.153320
	Iteration 13Q: 3 clusters Score -1.528861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 107477 members 
Entering Unmasked Estep 
Score: -15288629.000000 Penalty: 5747.153320
	Iteration 14Q: 3 clusters Score -1.528863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107482 members 
Entering Unmasked Estep 
Score: -15288632.000000 Penalty: 5747.153320
	Iteration 15Q: 3 clusters Score -1.528863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107482 members 
Entering Unmasked Estep 
Score: -15288639.000000 Penalty: 5747.153320
	Iteration 16Q: 3 clusters Score -1.528864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 107484 members 
Entering Unmasked Estep 
Score: -15288641.000000 Penalty: 5747.153320
	Iteration 17Q: 3 clusters Score -1.528864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -15288649.000000 Penalty: 5747.153320
	Iteration 18Q: 3 clusters Score -1.528865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -15288655.000000 Penalty: 5747.153320
	Iteration 19Q: 3 clusters Score -1.528866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -15288654.000000 Penalty: 5747.153320
	Iteration 20F: 3 clusters Score -1.528865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 107484 members 
Entering Unmasked Estep 
Score: -15288659.000000 Penalty: 5747.153320
	Iteration 21Q: 3 clusters Score -1.528866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 107484 members 
Entering Unmasked Estep 
Score: -15288659.000000 Penalty: 5747.153320
	Iteration 22F: 3 clusters Score -1.528866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Entering Unmasked Estep 
Score: -1404479.000000 Penalty: 2283.667969
	Iteration 0F: 2 clusters Score -1404479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1396856.375000 Penalty: 4567.335938
	Iteration 0F: 3 clusters Score -1396856 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1399023.250000 Penalty: 4567.335938
	Iteration 1F: 3 clusters Score -1399023 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1399338.000000 Penalty: 4567.335938
	Iteration 2F: 3 clusters Score -1399338 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1399542.250000 Penalty: 4567.335938
	Iteration 3Q: 3 clusters Score -1399542 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1399717.125000 Penalty: 4567.335938
	Iteration 4Q: 3 clusters Score -1399717 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1399866.000000 Penalty: 4567.335938
	Iteration 5Q: 3 clusters Score -1399866 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1399985.750000 Penalty: 4567.335938
	Iteration 6Q: 3 clusters Score -1399986 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1400108.625000 Penalty: 4567.335938
	Iteration 7Q: 3 clusters Score -1400109 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1400229.250000 Penalty: 4567.335938
	Iteration 8Q: 3 clusters Score -1400229 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1400358.375000 Penalty: 4567.335938
	Iteration 9Q: 3 clusters Score -1400358 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1400492.000000 Penalty: 4567.335938
	Iteration 10Q: 3 clusters Score -1400492 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1400650.000000 Penalty: 4567.335938
	Iteration 11Q: 3 clusters Score -1400650 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1400834.500000 Penalty: 4567.335938
	Iteration 12Q: 3 clusters Score -1400834 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1401034.500000 Penalty: 4567.335938
	Iteration 13Q: 3 clusters Score -1401034 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1401228.125000 Penalty: 4567.335938
	Iteration 14Q: 3 clusters Score -1401228 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1401405.625000 Penalty: 4567.335938
	Iteration 15Q: 3 clusters Score -1401406 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1401567.125000 Penalty: 4567.335938
	Iteration 16Q: 3 clusters Score -1401567 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1401725.625000 Penalty: 4567.335938
	Iteration 17Q: 3 clusters Score -1401726 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1401863.875000 Penalty: 4567.335938
	Iteration 18Q: 3 clusters Score -1401864 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1401984.625000 Penalty: 4567.335938
	Iteration 19Q: 3 clusters Score -1401985 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1402091.000000 Penalty: 4567.335938
	Iteration 20F: 3 clusters Score -1402091 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1402163.500000 Penalty: 4567.335938
	Iteration 21Q: 3 clusters Score -1402164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1402218.625000 Penalty: 4567.335938
	Iteration 22Q: 3 clusters Score -1402219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1402274.750000 Penalty: 4567.335938
	Iteration 23Q: 3 clusters Score -1402275 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1402328.250000 Penalty: 4567.335938
	Iteration 24Q: 3 clusters Score -1402328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1402373.625000 Penalty: 4567.335938
	Iteration 25Q: 3 clusters Score -1402374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1402411.250000 Penalty: 4567.335938
	Iteration 26Q: 3 clusters Score -1402411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1402439.250000 Penalty: 4567.335938
	Iteration 27Q: 3 clusters Score -1402439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1402461.250000 Penalty: 4567.335938
	Iteration 28Q: 3 clusters Score -1402461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1402475.125000 Penalty: 4567.335938
	Iteration 29Q: 3 clusters Score -1402475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1402488.500000 Penalty: 4567.335938
	Iteration 30Q: 3 clusters Score -1402488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1402489.250000 Penalty: 4567.335938
	Iteration 31Q: 3 clusters Score -1402489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1402496.625000 Penalty: 4567.335938
	Iteration 32Q: 3 clusters Score -1402497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1402506.250000 Penalty: 4567.335938
	Iteration 33Q: 3 clusters Score -1402506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1402512.500000 Penalty: 4567.335938
	Iteration 34Q: 3 clusters Score -1402512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1402517.875000 Penalty: 4567.335938
	Iteration 35Q: 3 clusters Score -1402518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1402518.125000 Penalty: 4567.335938
	Iteration 36Q: 3 clusters Score -1402518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1402518.125000 Penalty: 4567.335938
	Iteration 37F: 3 clusters Score -1402518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -102591.257812 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -102591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100914.343750 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -100914.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -101631.421875 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -101631.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -102346.992188 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -102347 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -102702.351562 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -102702.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -102863.093750 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -102863.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -102925.179688 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -102925.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -102960.281250 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -102960.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -102989.234375 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -102989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -103020.039062 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -103020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -103053.585938 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -103053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -103062.437500 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -103062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -103062.437500 Penalty: 3347.384766
	Iteration 11F: 3 clusters Score -103062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27085 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158415 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 86 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 42162 members 
Mstep: Class 12 contains 90904 members 
Mstep: Class 13 contains 180376 members 
Mstep: Class 14 contains 158843 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9980 members 
Mstep: Class 19 contains 767 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90156 members 
Entering Unmasked Estep 
Score: -147039456.000000 Penalty: 72245.875000
Splitting cluster 19 changes total score from -147040832.000000 to -147039456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (83676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Entering Unmasked Estep 
Score: -11904039.000000 Penalty: 2811.007324
	Iteration 0F: 2 clusters Score -1.190404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -11848073.000000 Penalty: 5622.014648
	Iteration 0F: 3 clusters Score -1.184807e+07 nChanged 39403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -11870583.000000 Penalty: 5622.014648
	Iteration 1F: 3 clusters Score -1.187058e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -11871479.000000 Penalty: 5622.014648
	Iteration 2Q: 3 clusters Score -1.187148e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -11872585.000000 Penalty: 5622.014648
	Iteration 3Q: 3 clusters Score -1.187258e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -11874165.000000 Penalty: 5622.014648
	Iteration 4Q: 3 clusters Score -1.187416e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -11876529.000000 Penalty: 5622.014648
	Iteration 5F: 3 clusters Score -1.187653e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -11880117.000000 Penalty: 5622.014648
	Iteration 6F: 3 clusters Score -1.188012e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -11885325.000000 Penalty: 5622.014648
	Iteration 7F: 3 clusters Score -1.188532e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -11891169.000000 Penalty: 5622.014648
	Iteration 8F: 3 clusters Score -1.189117e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -11895417.000000 Penalty: 5622.014648
	Iteration 9F: 3 clusters Score -1.189542e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -11897613.000000 Penalty: 5622.014648
	Iteration 10Q: 3 clusters Score -1.189761e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -11898617.000000 Penalty: 5622.014648
	Iteration 11Q: 3 clusters Score -1.189862e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
Score: -11899184.000000 Penalty: 5622.014648
	Iteration 12Q: 3 clusters Score -1.189918e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 77223 members 
Entering Unmasked Estep 
Score: -11899585.000000 Penalty: 5622.014648
	Iteration 13Q: 3 clusters Score -1.189958e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 77931 members 
Entering Unmasked Estep 
Score: -11899869.000000 Penalty: 5622.014648
	Iteration 14Q: 3 clusters Score -1.189987e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -11900141.000000 Penalty: 5622.014648
	Iteration 15Q: 3 clusters Score -1.190014e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -11900397.000000 Penalty: 5622.014648
	Iteration 16Q: 3 clusters Score -1.19004e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -11900587.000000 Penalty: 5622.014648
	Iteration 17Q: 3 clusters Score -1.190059e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 80113 members 
Entering Unmasked Estep 
Score: -11900839.000000 Penalty: 5622.014648
	Iteration 18Q: 3 clusters Score -1.190084e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -11901037.000000 Penalty: 5622.014648
	Iteration 19Q: 3 clusters Score -1.190104e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -11901122.000000 Penalty: 5622.014648
	Iteration 20F: 3 clusters Score -1.190112e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -11901171.000000 Penalty: 5622.014648
	Iteration 21Q: 3 clusters Score -1.190117e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -11901231.000000 Penalty: 5622.014648
	Iteration 22Q: 3 clusters Score -1.190123e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 81488 members 
Entering Unmasked Estep 
Score: -11901289.000000 Penalty: 5622.014648
	Iteration 23Q: 3 clusters Score -1.190129e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 81613 members 
Entering Unmasked Estep 
Score: -11901331.000000 Penalty: 5622.014648
	Iteration 24Q: 3 clusters Score -1.190133e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -11901379.000000 Penalty: 5622.014648
	Iteration 25Q: 3 clusters Score -1.190138e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 81833 members 
Entering Unmasked Estep 
Score: -11901403.000000 Penalty: 5622.014648
	Iteration 26Q: 3 clusters Score -1.19014e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 81912 members 
Entering Unmasked Estep 
Score: -11901450.000000 Penalty: 5622.014648
	Iteration 27Q: 3 clusters Score -1.190145e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -11901467.000000 Penalty: 5622.014648
	Iteration 28Q: 3 clusters Score -1.190147e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -11901471.000000 Penalty: 5622.014648
	Iteration 29Q: 3 clusters Score -1.190147e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -11901493.000000 Penalty: 5622.014648
	Iteration 30Q: 3 clusters Score -1.190149e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 82141 members 
Entering Unmasked Estep 
Score: -11901522.000000 Penalty: 5622.014648
	Iteration 31Q: 3 clusters Score -1.190152e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 82186 members 
Entering Unmasked Estep 
Score: -11901538.000000 Penalty: 5622.014648
	Iteration 32Q: 3 clusters Score -1.190154e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 82230 members 
Entering Unmasked Estep 
Score: -11901566.000000 Penalty: 5622.014648
	Iteration 33Q: 3 clusters Score -1.190157e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -11901555.000000 Penalty: 5622.014648
	Iteration 34Q: 3 clusters Score -1.190156e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -11901573.000000 Penalty: 5622.014648
	Iteration 35Q: 3 clusters Score -1.190157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -11901553.000000 Penalty: 5622.014648
	Iteration 36Q: 3 clusters Score -1.190155e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -11901541.000000 Penalty: 5622.014648
	Iteration 37Q: 3 clusters Score -1.190154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 82357 members 
Entering Unmasked Estep 
Score: -11901547.000000 Penalty: 5622.014648
	Iteration 38Q: 3 clusters Score -1.190155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -11901572.000000 Penalty: 5622.014648
	Iteration 39Q: 3 clusters Score -1.190157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -11901557.000000 Penalty: 5622.014648
	Iteration 40F: 3 clusters Score -1.190156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -11901563.000000 Penalty: 5622.014648
	Iteration 41Q: 3 clusters Score -1.190156e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -11901567.000000 Penalty: 5622.014648
	Iteration 42Q: 3 clusters Score -1.190157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -11901581.000000 Penalty: 5622.014648
	Iteration 43Q: 3 clusters Score -1.190158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 82448 members 
Entering Unmasked Estep 
Score: -11901595.000000 Penalty: 5622.014648
	Iteration 44Q: 3 clusters Score -1.19016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 82465 members 
Entering Unmasked Estep 
Score: -11901613.000000 Penalty: 5622.014648
	Iteration 45Q: 3 clusters Score -1.190161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -11901628.000000 Penalty: 5622.014648
	Iteration 46Q: 3 clusters Score -1.190163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -11901627.000000 Penalty: 5622.014648
	Iteration 47Q: 3 clusters Score -1.190163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -11901624.000000 Penalty: 5622.014648
	Iteration 48Q: 3 clusters Score -1.190162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -11901622.000000 Penalty: 5622.014648
	Iteration 49Q: 3 clusters Score -1.190162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -11901633.000000 Penalty: 5622.014648
	Iteration 50Q: 3 clusters Score -1.190163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -11901648.000000 Penalty: 5622.014648
	Iteration 51Q: 3 clusters Score -1.190165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
Score: -11901650.000000 Penalty: 5622.014648
	Iteration 52Q: 3 clusters Score -1.190165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
Score: -11901652.000000 Penalty: 5622.014648
	Iteration 53Q: 3 clusters Score -1.190165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -11901647.000000 Penalty: 5622.014648
	Iteration 54Q: 3 clusters Score -1.190165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -11901662.000000 Penalty: 5622.014648
	Iteration 55Q: 3 clusters Score -1.190166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -11901668.000000 Penalty: 5622.014648
	Iteration 56Q: 3 clusters Score -1.190167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -11901668.000000 Penalty: 5622.014648
	Iteration 57Q: 3 clusters Score -1.190167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 82625 members 
Entering Unmasked Estep 
Score: -11901668.000000 Penalty: 5622.014648
	Iteration 58Q: 3 clusters Score -1.190167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -11901662.000000 Penalty: 5622.014648
	Iteration 59Q: 3 clusters Score -1.190166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -11901658.000000 Penalty: 5622.014648
	Iteration 60F: 3 clusters Score -1.190166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 82641 members 
Entering Unmasked Estep 
Score: -11901668.000000 Penalty: 5622.014648
	Iteration 61Q: 3 clusters Score -1.190167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -11901665.000000 Penalty: 5622.014648
	Iteration 62Q: 3 clusters Score -1.190166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
Score: -11901671.000000 Penalty: 5622.014648
	Iteration 63Q: 3 clusters Score -1.190167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -11901671.000000 Penalty: 5622.014648
	Iteration 64Q: 3 clusters Score -1.190167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -11901666.000000 Penalty: 5622.014648
	Iteration 65Q: 3 clusters Score -1.190167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -11901678.000000 Penalty: 5622.014648
	Iteration 66Q: 3 clusters Score -1.190168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -11901674.000000 Penalty: 5622.014648
	Iteration 67Q: 3 clusters Score -1.190167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -11901681.000000 Penalty: 5622.014648
	Iteration 68Q: 3 clusters Score -1.190168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -11901677.000000 Penalty: 5622.014648
	Iteration 69Q: 3 clusters Score -1.190168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -11901679.000000 Penalty: 5622.014648
	Iteration 70Q: 3 clusters Score -1.190168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -11901679.000000 Penalty: 5622.014648
	Iteration 71F: 3 clusters Score -1.190168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -297456.312500 Penalty: 1909.673096
	Iteration 0F: 2 clusters Score -297456.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -294781.531250 Penalty: 3819.346191
	Iteration 0F: 3 clusters Score -294781.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -295274.718750 Penalty: 3819.346191
	Iteration 1F: 3 clusters Score -295274.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -295388.468750 Penalty: 3819.346191
	Iteration 2F: 3 clusters Score -295388.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -295451.218750 Penalty: 3819.346191
	Iteration 3Q: 3 clusters Score -295451.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -295492.937500 Penalty: 3819.346191
	Iteration 4Q: 3 clusters Score -295492.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -295537.031250 Penalty: 3819.346191
	Iteration 5Q: 3 clusters Score -295537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -295574.187500 Penalty: 3819.346191
	Iteration 6Q: 3 clusters Score -295574.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -295604.656250 Penalty: 3819.346191
	Iteration 7Q: 3 clusters Score -295604.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -295628.875000 Penalty: 3819.346191
	Iteration 8Q: 3 clusters Score -295628.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -295664.781250 Penalty: 3819.346191
	Iteration 9Q: 3 clusters Score -295664.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -295703.468750 Penalty: 3819.346191
	Iteration 10Q: 3 clusters Score -295703.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -295747.656250 Penalty: 3819.346191
	Iteration 11Q: 3 clusters Score -295747.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -295794.156250 Penalty: 3819.346191
	Iteration 12Q: 3 clusters Score -295794.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -295839.375000 Penalty: 3819.346191
	Iteration 13Q: 3 clusters Score -295839.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -295878.937500 Penalty: 3819.346191
	Iteration 14Q: 3 clusters Score -295878.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -295921.500000 Penalty: 3819.346191
	Iteration 15Q: 3 clusters Score -295921.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -295959.562500 Penalty: 3819.346191
	Iteration 16Q: 3 clusters Score -295959.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -295982.062500 Penalty: 3819.346191
	Iteration 17Q: 3 clusters Score -295982.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -296004.968750 Penalty: 3819.346191
	Iteration 18Q: 3 clusters Score -296005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -296032.781250 Penalty: 3819.346191
	Iteration 19Q: 3 clusters Score -296032.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -296057.187500 Penalty: 3819.346191
	Iteration 20F: 3 clusters Score -296057.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -296082.718750 Penalty: 3819.346191
	Iteration 21Q: 3 clusters Score -296082.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -296095.625000 Penalty: 3819.346191
	Iteration 22Q: 3 clusters Score -296095.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -296107.656250 Penalty: 3819.346191
	Iteration 23Q: 3 clusters Score -296107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -296115.937500 Penalty: 3819.346191
	Iteration 24Q: 3 clusters Score -296115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -296120.531250 Penalty: 3819.346191
	Iteration 25Q: 3 clusters Score -296120.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -296126.687500 Penalty: 3819.346191
	Iteration 26Q: 3 clusters Score -296126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -296129.781250 Penalty: 3819.346191
	Iteration 27Q: 3 clusters Score -296129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -296131.656250 Penalty: 3819.346191
	Iteration 28Q: 3 clusters Score -296131.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -296135.000000 Penalty: 3819.346191
	Iteration 29Q: 3 clusters Score -296135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -296137.625000 Penalty: 3819.346191
	Iteration 30Q: 3 clusters Score -296137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -296138.687500 Penalty: 3819.346191
	Iteration 31Q: 3 clusters Score -296138.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -296138.687500 Penalty: 3819.346191
	Iteration 32F: 3 clusters Score -296138.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -57325.082031 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -57325.08 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 240 members 
Entering Unmasked Estep 
Score: -56037.714844 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -56037.71 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56258.605469 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -56258.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56491.417969 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -56491.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56604.343750 Penalty: 3025.758301
	Iteration 3F: 3 clusters Score -56604.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56812.906250 Penalty: 3025.758301
	Iteration 4F: 3 clusters Score -56812.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -57021.601562 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -57021.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57257.234375 Penalty: 3025.758301
	Iteration 6F: 3 clusters Score -57257.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -57347.796875 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -57347.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -57443.042969 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -57443.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57521.511719 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -57521.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -57609.632812 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -57609.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -57668.609375 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -57668.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -57706.765625 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -57706.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -57710.019531 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -57710.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -57719.019531 Penalty: 3025.758301
	Iteration 14Q: 3 clusters Score -57719.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57728.054688 Penalty: 3025.758301
	Iteration 15Q: 3 clusters Score -57728.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -57746.429688 Penalty: 3025.758301
	Iteration 16Q: 3 clusters Score -57746.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -57758.457031 Penalty: 3025.758301
	Iteration 17Q: 3 clusters Score -57758.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -57790.218750 Penalty: 3025.758301
	Iteration 18Q: 3 clusters Score -57790.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -57799.304688 Penalty: 3025.758301
	Iteration 19F: 3 clusters Score -57799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -57843.824219 Penalty: 3025.758301
	Iteration 20F: 3 clusters Score -57843.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57891.328125 Penalty: 3025.758301
	Iteration 21Q: 3 clusters Score -57891.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -57904.394531 Penalty: 3025.758301
	Iteration 22Q: 3 clusters Score -57904.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -57906.886719 Penalty: 3025.758301
	Iteration 23Q: 3 clusters Score -57906.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -57906.886719 Penalty: 3025.758301
	Iteration 24F: 3 clusters Score -57906.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27085 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158415 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 371 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 42162 members 
Mstep: Class 12 contains 90904 members 
Mstep: Class 13 contains 180376 members 
Mstep: Class 14 contains 158843 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9980 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 75 members 
Mstep: Class 23 contains 90156 members 
Entering Unmasked Estep 
Score: -147039424.000000 Penalty: 72245.875000
Splitting cluster 22 changes total score from -147040832.000000 to -147039424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (90156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Entering Unmasked Estep 
Score: -12811797.000000 Penalty: 2829.505615
	Iteration 0F: 2 clusters Score -1.28118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -12751831.000000 Penalty: 5659.011230
	Iteration 0F: 3 clusters Score -1.275183e+07 nChanged 42440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -12775810.000000 Penalty: 5659.011230
	Iteration 1F: 3 clusters Score -1.277581e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -12776678.000000 Penalty: 5659.011230
	Iteration 2Q: 3 clusters Score -1.277668e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -12777795.000000 Penalty: 5659.011230
	Iteration 3Q: 3 clusters Score -1.27778e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -12779762.000000 Penalty: 5659.011230
	Iteration 4Q: 3 clusters Score -1.277976e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -12783121.000000 Penalty: 5659.011230
	Iteration 5F: 3 clusters Score -1.278312e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -12788956.000000 Penalty: 5659.011230
	Iteration 6F: 3 clusters Score -1.278896e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 77066 members 
Entering Unmasked Estep 
Score: -12796839.000000 Penalty: 5659.011230
	Iteration 7F: 3 clusters Score -1.279684e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -12803513.000000 Penalty: 5659.011230
	Iteration 8F: 3 clusters Score -1.280351e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 87641 members 
Entering Unmasked Estep 
Score: -12807218.000000 Penalty: 5659.011230
	Iteration 9Q: 3 clusters Score -1.280722e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -12808521.000000 Penalty: 5659.011230
	Iteration 10Q: 3 clusters Score -1.280852e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -12808959.000000 Penalty: 5659.011230
	Iteration 11Q: 3 clusters Score -1.280896e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 89703 members 
Entering Unmasked Estep 
Score: -12809130.000000 Penalty: 5659.011230
	Iteration 12Q: 3 clusters Score -1.280913e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 89751 members 
Entering Unmasked Estep 
Score: -12809229.000000 Penalty: 5659.011230
	Iteration 13Q: 3 clusters Score -1.280923e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -12809286.000000 Penalty: 5659.011230
	Iteration 14Q: 3 clusters Score -1.280929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -12809317.000000 Penalty: 5659.011230
	Iteration 15Q: 3 clusters Score -1.280932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -12809316.000000 Penalty: 5659.011230
	Iteration 16Q: 3 clusters Score -1.280932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -12809345.000000 Penalty: 5659.011230
	Iteration 17Q: 3 clusters Score -1.280934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -12809355.000000 Penalty: 5659.011230
	Iteration 18Q: 3 clusters Score -1.280936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 89833 members 
Entering Unmasked Estep 
Score: -12809358.000000 Penalty: 5659.011230
	Iteration 19Q: 3 clusters Score -1.280936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 89835 members 
Entering Unmasked Estep 
Score: -12809359.000000 Penalty: 5659.011230
	Iteration 20F: 3 clusters Score -1.280936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -12809362.000000 Penalty: 5659.011230
	Iteration 21Q: 3 clusters Score -1.280936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 89838 members 
Entering Unmasked Estep 
Score: -12809359.000000 Penalty: 5659.011230
	Iteration 22Q: 3 clusters Score -1.280936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -12809370.000000 Penalty: 5659.011230
	Iteration 23Q: 3 clusters Score -1.280937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -12809366.000000 Penalty: 5659.011230
	Iteration 24Q: 3 clusters Score -1.280937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -12809370.000000 Penalty: 5659.011230
	Iteration 25Q: 3 clusters Score -1.280937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -12809374.000000 Penalty: 5659.011230
	Iteration 26Q: 3 clusters Score -1.280937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -12809363.000000 Penalty: 5659.011230
	Iteration 27Q: 3 clusters Score -1.280936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -12809365.000000 Penalty: 5659.011230
	Iteration 28Q: 3 clusters Score -1.280936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -12809376.000000 Penalty: 5659.011230
	Iteration 29Q: 3 clusters Score -1.280938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -12809384.000000 Penalty: 5659.011230
	Iteration 30Q: 3 clusters Score -1.280938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -12809380.000000 Penalty: 5659.011230
	Iteration 31Q: 3 clusters Score -1.280938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -12809373.000000 Penalty: 5659.011230
	Iteration 32Q: 3 clusters Score -1.280937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -12809373.000000 Penalty: 5659.011230
	Iteration 33F: 3 clusters Score -1.280937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27085 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158415 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 42162 members 
Mstep: Class 12 contains 90904 members 
Mstep: Class 13 contains 180376 members 
Mstep: Class 14 contains 158843 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9980 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040768.000000 Penalty: 68805.593750
Iteration 239Q: 21 clusters Score -1.470408e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27086 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158411 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 42164 members 
Mstep: Class 12 contains 90905 members 
Mstep: Class 13 contains 180375 members 
Mstep: Class 14 contains 158845 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040816.000000 Penalty: 68805.593750
Iteration 240F: 21 clusters Score -1.470408e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27086 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158408 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57637 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42166 members 
Mstep: Class 12 contains 90903 members 
Mstep: Class 13 contains 180375 members 
Mstep: Class 14 contains 158845 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83675 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 241Q: 21 clusters Score -1.470409e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27089 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158408 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42166 members 
Mstep: Class 12 contains 90900 members 
Mstep: Class 13 contains 180373 members 
Mstep: Class 14 contains 158849 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83674 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040848.000000 Penalty: 68805.593750
Iteration 242Q: 21 clusters Score -1.470408e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27092 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158407 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42164 members 
Mstep: Class 12 contains 90898 members 
Mstep: Class 13 contains 180371 members 
Mstep: Class 14 contains 158850 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9983 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83675 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040816.000000 Penalty: 68805.593750
Iteration 243Q: 21 clusters Score -1.470408e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27093 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158403 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42161 members 
Mstep: Class 12 contains 90897 members 
Mstep: Class 13 contains 180369 members 
Mstep: Class 14 contains 158857 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2214 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040832.000000 Penalty: 68805.593750
Iteration 244Q: 21 clusters Score -1.470408e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27094 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158401 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42161 members 
Mstep: Class 12 contains 90900 members 
Mstep: Class 13 contains 180368 members 
Mstep: Class 14 contains 158855 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2216 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040848.000000 Penalty: 68805.593750
Iteration 245Q: 21 clusters Score -1.470408e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27095 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158398 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42159 members 
Mstep: Class 12 contains 90901 members 
Mstep: Class 13 contains 180367 members 
Mstep: Class 14 contains 158856 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 246Q: 21 clusters Score -1.470409e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 158394 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42160 members 
Mstep: Class 12 contains 90904 members 
Mstep: Class 13 contains 180364 members 
Mstep: Class 14 contains 158856 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2219 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040848.000000 Penalty: 68805.593750
Iteration 247Q: 21 clusters Score -1.470408e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24347 members 
Mstep: Class 4 contains 158389 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42159 members 
Mstep: Class 12 contains 90903 members 
Mstep: Class 13 contains 180365 members 
Mstep: Class 14 contains 158862 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040784.000000 Penalty: 68805.593750
Iteration 248Q: 21 clusters Score -1.470408e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24347 members 
Mstep: Class 4 contains 158385 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42161 members 
Mstep: Class 12 contains 90906 members 
Mstep: Class 13 contains 180364 members 
Mstep: Class 14 contains 158864 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83675 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040736.000000 Penalty: 68805.593750
Iteration 249Q: 21 clusters Score -1.470407e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24347 members 
Mstep: Class 4 contains 158377 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42161 members 
Mstep: Class 12 contains 90907 members 
Mstep: Class 13 contains 180364 members 
Mstep: Class 14 contains 158870 members 
Mstep: Class 16 contains 107690 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83675 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040752.000000 Penalty: 68805.593750
Iteration 250Q: 21 clusters Score -1.470408e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24347 members 
Mstep: Class 4 contains 158366 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57637 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42162 members 
Mstep: Class 12 contains 90909 members 
Mstep: Class 13 contains 180363 members 
Mstep: Class 14 contains 158870 members 
Mstep: Class 16 contains 107692 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040800.000000 Penalty: 68805.593750
Iteration 251Q: 21 clusters Score -1.470408e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24347 members 
Mstep: Class 4 contains 158361 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57637 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42163 members 
Mstep: Class 12 contains 90909 members 
Mstep: Class 13 contains 180362 members 
Mstep: Class 14 contains 158870 members 
Mstep: Class 16 contains 107692 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83678 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040784.000000 Penalty: 68805.593750
Iteration 252Q: 21 clusters Score -1.470408e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24347 members 
Mstep: Class 4 contains 158354 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42166 members 
Mstep: Class 12 contains 90909 members 
Mstep: Class 13 contains 180364 members 
Mstep: Class 14 contains 158870 members 
Mstep: Class 16 contains 107693 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83680 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040880.000000 Penalty: 68805.593750
Iteration 253Q: 21 clusters Score -1.470409e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24347 members 
Mstep: Class 4 contains 158350 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42168 members 
Mstep: Class 12 contains 90909 members 
Mstep: Class 13 contains 180365 members 
Mstep: Class 14 contains 158872 members 
Mstep: Class 16 contains 107693 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83679 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 254Q: 21 clusters Score -1.470409e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24345 members 
Mstep: Class 4 contains 158351 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42169 members 
Mstep: Class 12 contains 90910 members 
Mstep: Class 13 contains 180362 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107692 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83678 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040928.000000 Penalty: 68805.593750
Iteration 255Q: 21 clusters Score -1.470409e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24344 members 
Mstep: Class 4 contains 158350 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42171 members 
Mstep: Class 12 contains 90911 members 
Mstep: Class 13 contains 180362 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107690 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83679 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040896.000000 Penalty: 68805.593750
Iteration 256Q: 21 clusters Score -1.470409e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24344 members 
Mstep: Class 4 contains 158355 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17260 members 
Mstep: Class 11 contains 42171 members 
Mstep: Class 12 contains 90910 members 
Mstep: Class 13 contains 180362 members 
Mstep: Class 14 contains 158877 members 
Mstep: Class 16 contains 107687 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83680 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040848.000000 Penalty: 68805.593750
Iteration 257Q: 21 clusters Score -1.470408e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24343 members 
Mstep: Class 4 contains 158354 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17260 members 
Mstep: Class 11 contains 42171 members 
Mstep: Class 12 contains 90911 members 
Mstep: Class 13 contains 180360 members 
Mstep: Class 14 contains 158878 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83680 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 258Q: 21 clusters Score -1.470409e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 24342 members 
Mstep: Class 4 contains 158349 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17260 members 
Mstep: Class 11 contains 42171 members 
Mstep: Class 12 contains 90913 members 
Mstep: Class 13 contains 180360 members 
Mstep: Class 14 contains 158883 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83679 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 259Q: 21 clusters Score -1.470409e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 3 contains 24342 members 
Mstep: Class 4 contains 158345 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17260 members 
Mstep: Class 11 contains 42171 members 
Mstep: Class 12 contains 90915 members 
Mstep: Class 13 contains 180357 members 
Mstep: Class 14 contains 158885 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83678 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040976.000000 Penalty: 68805.593750
Iteration 260F: 21 clusters Score -1.47041e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 3 contains 24342 members 
Mstep: Class 4 contains 158333 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17259 members 
Mstep: Class 11 contains 42177 members 
Mstep: Class 12 contains 90918 members 
Mstep: Class 13 contains 180357 members 
Mstep: Class 14 contains 158890 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83678 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040960.000000 Penalty: 68805.593750
Iteration 261Q: 21 clusters Score -1.47041e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 3 contains 24341 members 
Mstep: Class 4 contains 158331 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 42180 members 
Mstep: Class 12 contains 90920 members 
Mstep: Class 13 contains 180358 members 
Mstep: Class 14 contains 158887 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83677 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040880.000000 Penalty: 68805.593750
Iteration 262Q: 21 clusters Score -1.470409e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 3 contains 24340 members 
Mstep: Class 4 contains 158328 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 42182 members 
Mstep: Class 12 contains 90925 members 
Mstep: Class 13 contains 180356 members 
Mstep: Class 14 contains 158888 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83677 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 263Q: 21 clusters Score -1.470409e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 3 contains 24338 members 
Mstep: Class 4 contains 158330 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 42182 members 
Mstep: Class 12 contains 90931 members 
Mstep: Class 13 contains 180354 members 
Mstep: Class 14 contains 158889 members 
Mstep: Class 16 contains 107685 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83677 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040848.000000 Penalty: 68805.593750
Iteration 264Q: 21 clusters Score -1.470408e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 3 contains 24337 members 
Mstep: Class 4 contains 158326 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42184 members 
Mstep: Class 12 contains 90935 members 
Mstep: Class 13 contains 180355 members 
Mstep: Class 14 contains 158898 members 
Mstep: Class 16 contains 107680 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040832.000000 Penalty: 68805.593750
Iteration 265Q: 21 clusters Score -1.470408e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 3 contains 24336 members 
Mstep: Class 4 contains 158325 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42184 members 
Mstep: Class 12 contains 90935 members 
Mstep: Class 13 contains 180358 members 
Mstep: Class 14 contains 158901 members 
Mstep: Class 16 contains 107679 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83676 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040800.000000 Penalty: 68805.593750
Iteration 266Q: 21 clusters Score -1.470408e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 3 contains 24334 members 
Mstep: Class 4 contains 158324 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 42187 members 
Mstep: Class 12 contains 90933 members 
Mstep: Class 13 contains 180355 members 
Mstep: Class 14 contains 158909 members 
Mstep: Class 16 contains 107679 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83675 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 267Q: 21 clusters Score -1.470409e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 3 contains 24334 members 
Mstep: Class 4 contains 158314 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17259 members 
Mstep: Class 11 contains 42187 members 
Mstep: Class 12 contains 90938 members 
Mstep: Class 13 contains 180352 members 
Mstep: Class 14 contains 158909 members 
Mstep: Class 16 contains 107682 members 
Mstep: Class 18 contains 9982 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83677 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041024.000000 Penalty: 68805.593750
Iteration 268Q: 21 clusters Score -1.47041e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27100 members 
Mstep: Class 3 contains 24334 members 
Mstep: Class 4 contains 158319 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42185 members 
Mstep: Class 12 contains 90941 members 
Mstep: Class 13 contains 180345 members 
Mstep: Class 14 contains 158907 members 
Mstep: Class 16 contains 107682 members 
Mstep: Class 18 contains 9983 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83678 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040944.000000 Penalty: 68805.593750
Iteration 269Q: 21 clusters Score -1.470409e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27102 members 
Mstep: Class 3 contains 24334 members 
Mstep: Class 4 contains 158317 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17261 members 
Mstep: Class 11 contains 42187 members 
Mstep: Class 12 contains 90942 members 
Mstep: Class 13 contains 180342 members 
Mstep: Class 14 contains 158902 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83683 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 270Q: 21 clusters Score -1.470409e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27106 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 158315 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17260 members 
Mstep: Class 11 contains 42188 members 
Mstep: Class 12 contains 90943 members 
Mstep: Class 13 contains 180336 members 
Mstep: Class 14 contains 158900 members 
Mstep: Class 16 contains 107681 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83690 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040960.000000 Penalty: 68805.593750
Iteration 271Q: 21 clusters Score -1.47041e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27106 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158325 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57628 members 
Mstep: Class 10 contains 17259 members 
Mstep: Class 11 contains 42188 members 
Mstep: Class 12 contains 90941 members 
Mstep: Class 13 contains 180334 members 
Mstep: Class 14 contains 158894 members 
Mstep: Class 16 contains 107681 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83692 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 272Q: 21 clusters Score -1.470409e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27106 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158327 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57628 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42192 members 
Mstep: Class 12 contains 90940 members 
Mstep: Class 13 contains 180331 members 
Mstep: Class 14 contains 158888 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 18 contains 9987 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83693 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 273Q: 21 clusters Score -1.470409e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27107 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158332 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42196 members 
Mstep: Class 12 contains 90939 members 
Mstep: Class 13 contains 180328 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 18 contains 9988 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83696 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 274Q: 21 clusters Score -1.470409e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27108 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158332 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42199 members 
Mstep: Class 12 contains 90938 members 
Mstep: Class 13 contains 180324 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107684 members 
Mstep: Class 18 contains 9987 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83698 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040848.000000 Penalty: 68805.593750
Iteration 275Q: 21 clusters Score -1.470408e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27108 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158330 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42200 members 
Mstep: Class 12 contains 90938 members 
Mstep: Class 13 contains 180327 members 
Mstep: Class 14 contains 158876 members 
Mstep: Class 16 contains 107681 members 
Mstep: Class 18 contains 9987 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83697 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040800.000000 Penalty: 68805.593750
Iteration 276Q: 21 clusters Score -1.470408e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27109 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 158331 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42202 members 
Mstep: Class 12 contains 90941 members 
Mstep: Class 13 contains 180328 members 
Mstep: Class 14 contains 158871 members 
Mstep: Class 16 contains 107682 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83695 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040800.000000 Penalty: 68805.593750
Iteration 277Q: 21 clusters Score -1.470408e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27111 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 158329 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 90941 members 
Mstep: Class 13 contains 180330 members 
Mstep: Class 14 contains 158870 members 
Mstep: Class 16 contains 107682 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83697 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040832.000000 Penalty: 68805.593750
Iteration 278Q: 21 clusters Score -1.470408e+08 nChanged 18
Entering ConstructFrom: 
Score: -147040832.000000 Penalty: 68805.593750
Entering ConstructFrom: 
Trying to split cluster 1 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -154081.140625 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -154081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -152075.765625 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -152075.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -152366.843750 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -152366.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -152458.500000 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -152458.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152506.265625 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -152506.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -152528.968750 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -152529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -152540.734375 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -152540.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -152557.734375 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -152557.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -152566.625000 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -152566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -152575.703125 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -152575.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -152595.125000 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -152595.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152611.937500 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -152611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152628.500000 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -152628.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152638.890625 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -152638.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152646.875000 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -152646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152654.984375 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -152655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -152655.625000 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -152655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152655.984375 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -152656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152655.984375 Penalty: 3477.114746
	Iteration 17F: 3 clusters Score -152656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Entering Unmasked Estep 
Score: -3863419.500000 Penalty: 2531.517334
	Iteration 0F: 2 clusters Score -3863420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3844820.750000 Penalty: 5063.034668
	Iteration 0F: 3 clusters Score -3844821 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3851380.750000 Penalty: 5063.034668
	Iteration 1F: 3 clusters Score -3851381 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3851820.250000 Penalty: 5063.034668
	Iteration 2Q: 3 clusters Score -3851820 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3852263.750000 Penalty: 5063.034668
	Iteration 3Q: 3 clusters Score -3852264 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3852748.750000 Penalty: 5063.034668
	Iteration 4Q: 3 clusters Score -3852749 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3853339.500000 Penalty: 5063.034668
	Iteration 5Q: 3 clusters Score -3853340 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3854022.750000 Penalty: 5063.034668
	Iteration 6Q: 3 clusters Score -3854023 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3854920.500000 Penalty: 5063.034668
	Iteration 7F: 3 clusters Score -3854920 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -3856026.500000 Penalty: 5063.034668
	Iteration 8F: 3 clusters Score -3856026 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3857289.750000 Penalty: 5063.034668
	Iteration 9F: 3 clusters Score -3857290 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3858435.250000 Penalty: 5063.034668
	Iteration 10F: 3 clusters Score -3858435 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -3859169.000000 Penalty: 5063.034668
	Iteration 11Q: 3 clusters Score -3859169 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -3859618.000000 Penalty: 5063.034668
	Iteration 12Q: 3 clusters Score -3859618 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3859920.500000 Penalty: 5063.034668
	Iteration 13Q: 3 clusters Score -3859920 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3860148.500000 Penalty: 5063.034668
	Iteration 14Q: 3 clusters Score -3860148 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3860301.000000 Penalty: 5063.034668
	Iteration 15Q: 3 clusters Score -3860301 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3860395.000000 Penalty: 5063.034668
	Iteration 16Q: 3 clusters Score -3860395 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3860485.000000 Penalty: 5063.034668
	Iteration 17Q: 3 clusters Score -3860485 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3860558.000000 Penalty: 5063.034668
	Iteration 18Q: 3 clusters Score -3860558 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3860594.750000 Penalty: 5063.034668
	Iteration 19Q: 3 clusters Score -3860595 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3860645.250000 Penalty: 5063.034668
	Iteration 20F: 3 clusters Score -3860645 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3860692.000000 Penalty: 5063.034668
	Iteration 21Q: 3 clusters Score -3860692 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3860741.250000 Penalty: 5063.034668
	Iteration 22Q: 3 clusters Score -3860741 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3860795.500000 Penalty: 5063.034668
	Iteration 23Q: 3 clusters Score -3860796 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3860848.000000 Penalty: 5063.034668
	Iteration 24Q: 3 clusters Score -3860848 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3860876.750000 Penalty: 5063.034668
	Iteration 25Q: 3 clusters Score -3860877 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3860924.500000 Penalty: 5063.034668
	Iteration 26Q: 3 clusters Score -3860924 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3860966.250000 Penalty: 5063.034668
	Iteration 27Q: 3 clusters Score -3860966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3861011.750000 Penalty: 5063.034668
	Iteration 28Q: 3 clusters Score -3861012 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3861047.500000 Penalty: 5063.034668
	Iteration 29Q: 3 clusters Score -3861048 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3861108.000000 Penalty: 5063.034668
	Iteration 30Q: 3 clusters Score -3861108 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3861137.500000 Penalty: 5063.034668
	Iteration 31Q: 3 clusters Score -3861138 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3861171.500000 Penalty: 5063.034668
	Iteration 32Q: 3 clusters Score -3861172 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3861215.250000 Penalty: 5063.034668
	Iteration 33Q: 3 clusters Score -3861215 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3861246.000000 Penalty: 5063.034668
	Iteration 34Q: 3 clusters Score -3861246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3861284.500000 Penalty: 5063.034668
	Iteration 35Q: 3 clusters Score -3861284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3861313.000000 Penalty: 5063.034668
	Iteration 36Q: 3 clusters Score -3861313 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3861359.750000 Penalty: 5063.034668
	Iteration 37Q: 3 clusters Score -3861360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3861397.250000 Penalty: 5063.034668
	Iteration 38Q: 3 clusters Score -3861397 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3861446.500000 Penalty: 5063.034668
	Iteration 39Q: 3 clusters Score -3861446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3861487.750000 Penalty: 5063.034668
	Iteration 40F: 3 clusters Score -3861488 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3861558.750000 Penalty: 5063.034668
	Iteration 41Q: 3 clusters Score -3861559 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3861587.750000 Penalty: 5063.034668
	Iteration 42Q: 3 clusters Score -3861588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3861617.750000 Penalty: 5063.034668
	Iteration 43Q: 3 clusters Score -3861618 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3861647.500000 Penalty: 5063.034668
	Iteration 44Q: 3 clusters Score -3861648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3861663.250000 Penalty: 5063.034668
	Iteration 45Q: 3 clusters Score -3861663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3861675.500000 Penalty: 5063.034668
	Iteration 46Q: 3 clusters Score -3861676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3861679.750000 Penalty: 5063.034668
	Iteration 47Q: 3 clusters Score -3861680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3861697.500000 Penalty: 5063.034668
	Iteration 48Q: 3 clusters Score -3861698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3861712.000000 Penalty: 5063.034668
	Iteration 49Q: 3 clusters Score -3861712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3861714.750000 Penalty: 5063.034668
	Iteration 50Q: 3 clusters Score -3861715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3861718.500000 Penalty: 5063.034668
	Iteration 51Q: 3 clusters Score -3861718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3861721.500000 Penalty: 5063.034668
	Iteration 52Q: 3 clusters Score -3861722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3861726.500000 Penalty: 5063.034668
	Iteration 53Q: 3 clusters Score -3861726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3861742.750000 Penalty: 5063.034668
	Iteration 54Q: 3 clusters Score -3861743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3861741.500000 Penalty: 5063.034668
	Iteration 55Q: 3 clusters Score -3861742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3861753.250000 Penalty: 5063.034668
	Iteration 56Q: 3 clusters Score -3861753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3861752.250000 Penalty: 5063.034668
	Iteration 57Q: 3 clusters Score -3861752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3861752.750000 Penalty: 5063.034668
	Iteration 58Q: 3 clusters Score -3861753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3861775.500000 Penalty: 5063.034668
	Iteration 59Q: 3 clusters Score -3861776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3861776.750000 Penalty: 5063.034668
	Iteration 60F: 3 clusters Score -3861777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3861779.250000 Penalty: 5063.034668
	Iteration 61Q: 3 clusters Score -3861779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3861787.000000 Penalty: 5063.034668
	Iteration 62Q: 3 clusters Score -3861787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3861797.000000 Penalty: 5063.034668
	Iteration 63Q: 3 clusters Score -3861797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3861797.250000 Penalty: 5063.034668
	Iteration 64Q: 3 clusters Score -3861797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3861803.250000 Penalty: 5063.034668
	Iteration 65Q: 3 clusters Score -3861803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3861810.000000 Penalty: 5063.034668
	Iteration 66Q: 3 clusters Score -3861810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3861812.750000 Penalty: 5063.034668
	Iteration 67Q: 3 clusters Score -3861813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3861809.500000 Penalty: 5063.034668
	Iteration 68Q: 3 clusters Score -3861810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3861810.000000 Penalty: 5063.034668
	Iteration 69Q: 3 clusters Score -3861810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3861810.500000 Penalty: 5063.034668
	Iteration 70Q: 3 clusters Score -3861810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3861804.250000 Penalty: 5063.034668
	Iteration 71Q: 3 clusters Score -3861804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3861809.750000 Penalty: 5063.034668
	Iteration 72Q: 3 clusters Score -3861810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3861812.500000 Penalty: 5063.034668
	Iteration 73Q: 3 clusters Score -3861812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3861819.250000 Penalty: 5063.034668
	Iteration 74Q: 3 clusters Score -3861819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3861819.750000 Penalty: 5063.034668
	Iteration 75Q: 3 clusters Score -3861820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3861828.000000 Penalty: 5063.034668
	Iteration 76Q: 3 clusters Score -3861828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3861833.750000 Penalty: 5063.034668
	Iteration 77Q: 3 clusters Score -3861834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3861829.500000 Penalty: 5063.034668
	Iteration 78Q: 3 clusters Score -3861830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3861826.000000 Penalty: 5063.034668
	Iteration 79Q: 3 clusters Score -3861826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3861821.750000 Penalty: 5063.034668
	Iteration 80F: 3 clusters Score -3861822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3861822.500000 Penalty: 5063.034668
	Iteration 81Q: 3 clusters Score -3861822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3861826.000000 Penalty: 5063.034668
	Iteration 82Q: 3 clusters Score -3861826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3861830.500000 Penalty: 5063.034668
	Iteration 83Q: 3 clusters Score -3861830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3861831.000000 Penalty: 5063.034668
	Iteration 84Q: 3 clusters Score -3861831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3861833.250000 Penalty: 5063.034668
	Iteration 85Q: 3 clusters Score -3861833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3861833.000000 Penalty: 5063.034668
	Iteration 86Q: 3 clusters Score -3861833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3861833.000000 Penalty: 5063.034668
	Iteration 87F: 3 clusters Score -3861833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Entering Unmasked Estep 
Score: -3462704.750000 Penalty: 2504.687744
	Iteration 0F: 2 clusters Score -3462705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3445924.250000 Penalty: 5009.375488
	Iteration 0F: 3 clusters Score -3445924 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3451771.000000 Penalty: 5009.375488
	Iteration 1F: 3 clusters Score -3451771 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3452231.750000 Penalty: 5009.375488
	Iteration 2F: 3 clusters Score -3452232 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3452699.000000 Penalty: 5009.375488
	Iteration 3Q: 3 clusters Score -3452699 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3453269.750000 Penalty: 5009.375488
	Iteration 4Q: 3 clusters Score -3453270 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3453911.500000 Penalty: 5009.375488
	Iteration 5Q: 3 clusters Score -3453912 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3454683.500000 Penalty: 5009.375488
	Iteration 6F: 3 clusters Score -3454684 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3455604.000000 Penalty: 5009.375488
	Iteration 7F: 3 clusters Score -3455604 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3456841.250000 Penalty: 5009.375488
	Iteration 8F: 3 clusters Score -3456841 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3458187.500000 Penalty: 5009.375488
	Iteration 9F: 3 clusters Score -3458188 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3459243.500000 Penalty: 5009.375488
	Iteration 10F: 3 clusters Score -3459244 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -3459841.500000 Penalty: 5009.375488
	Iteration 11Q: 3 clusters Score -3459842 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3460138.750000 Penalty: 5009.375488
	Iteration 12Q: 3 clusters Score -3460139 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3460326.250000 Penalty: 5009.375488
	Iteration 13Q: 3 clusters Score -3460326 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3460433.500000 Penalty: 5009.375488
	Iteration 14Q: 3 clusters Score -3460434 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3460518.500000 Penalty: 5009.375488
	Iteration 15Q: 3 clusters Score -3460518 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3460594.250000 Penalty: 5009.375488
	Iteration 16Q: 3 clusters Score -3460594 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -3460649.250000 Penalty: 5009.375488
	Iteration 17Q: 3 clusters Score -3460649 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3460708.500000 Penalty: 5009.375488
	Iteration 18Q: 3 clusters Score -3460708 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3460737.500000 Penalty: 5009.375488
	Iteration 19Q: 3 clusters Score -3460738 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3460767.000000 Penalty: 5009.375488
	Iteration 20F: 3 clusters Score -3460767 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -3460794.750000 Penalty: 5009.375488
	Iteration 21Q: 3 clusters Score -3460795 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3460823.500000 Penalty: 5009.375488
	Iteration 22Q: 3 clusters Score -3460824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3460843.000000 Penalty: 5009.375488
	Iteration 23Q: 3 clusters Score -3460843 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3460859.500000 Penalty: 5009.375488
	Iteration 24Q: 3 clusters Score -3460860 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3460882.500000 Penalty: 5009.375488
	Iteration 25Q: 3 clusters Score -3460882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3460893.500000 Penalty: 5009.375488
	Iteration 26Q: 3 clusters Score -3460894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3460918.500000 Penalty: 5009.375488
	Iteration 27Q: 3 clusters Score -3460918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3460949.750000 Penalty: 5009.375488
	Iteration 28Q: 3 clusters Score -3460950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3460968.750000 Penalty: 5009.375488
	Iteration 29Q: 3 clusters Score -3460969 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3460989.750000 Penalty: 5009.375488
	Iteration 30Q: 3 clusters Score -3460990 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3461013.750000 Penalty: 5009.375488
	Iteration 31Q: 3 clusters Score -3461014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3461025.750000 Penalty: 5009.375488
	Iteration 32Q: 3 clusters Score -3461026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3461025.750000 Penalty: 5009.375488
	Iteration 33Q: 3 clusters Score -3461026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3461037.000000 Penalty: 5009.375488
	Iteration 34Q: 3 clusters Score -3461037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -3461037.000000 Penalty: 5009.375488
	Iteration 35Q: 3 clusters Score -3461037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3461047.000000 Penalty: 5009.375488
	Iteration 36Q: 3 clusters Score -3461047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -3461051.750000 Penalty: 5009.375488
	Iteration 37Q: 3 clusters Score -3461052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -3461059.500000 Penalty: 5009.375488
	Iteration 38Q: 3 clusters Score -3461060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3461068.000000 Penalty: 5009.375488
	Iteration 39Q: 3 clusters Score -3461068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -3461056.750000 Penalty: 5009.375488
	Iteration 40F: 3 clusters Score -3461057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3461068.250000 Penalty: 5009.375488
	Iteration 41Q: 3 clusters Score -3461068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3461075.500000 Penalty: 5009.375488
	Iteration 42Q: 3 clusters Score -3461076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -3461081.750000 Penalty: 5009.375488
	Iteration 43Q: 3 clusters Score -3461082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3461093.750000 Penalty: 5009.375488
	Iteration 44Q: 3 clusters Score -3461094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3461102.000000 Penalty: 5009.375488
	Iteration 45Q: 3 clusters Score -3461102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3461098.750000 Penalty: 5009.375488
	Iteration 46Q: 3 clusters Score -3461099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3461103.500000 Penalty: 5009.375488
	Iteration 47Q: 3 clusters Score -3461104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3461112.500000 Penalty: 5009.375488
	Iteration 48Q: 3 clusters Score -3461112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3461111.500000 Penalty: 5009.375488
	Iteration 49Q: 3 clusters Score -3461112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3461119.500000 Penalty: 5009.375488
	Iteration 50Q: 3 clusters Score -3461120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3461126.000000 Penalty: 5009.375488
	Iteration 51Q: 3 clusters Score -3461126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3461128.750000 Penalty: 5009.375488
	Iteration 52Q: 3 clusters Score -3461129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3461130.000000 Penalty: 5009.375488
	Iteration 53Q: 3 clusters Score -3461130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3461133.750000 Penalty: 5009.375488
	Iteration 54Q: 3 clusters Score -3461134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -3461140.250000 Penalty: 5009.375488
	Iteration 55Q: 3 clusters Score -3461140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3461152.250000 Penalty: 5009.375488
	Iteration 56Q: 3 clusters Score -3461152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3461158.250000 Penalty: 5009.375488
	Iteration 57Q: 3 clusters Score -3461158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3461157.000000 Penalty: 5009.375488
	Iteration 58Q: 3 clusters Score -3461157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3461163.750000 Penalty: 5009.375488
	Iteration 59Q: 3 clusters Score -3461164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3461168.000000 Penalty: 5009.375488
	Iteration 60F: 3 clusters Score -3461168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3461166.500000 Penalty: 5009.375488
	Iteration 61Q: 3 clusters Score -3461166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3461168.250000 Penalty: 5009.375488
	Iteration 62Q: 3 clusters Score -3461168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3461169.250000 Penalty: 5009.375488
	Iteration 63Q: 3 clusters Score -3461169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3461171.250000 Penalty: 5009.375488
	Iteration 64Q: 3 clusters Score -3461171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3461169.750000 Penalty: 5009.375488
	Iteration 65Q: 3 clusters Score -3461170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3461175.750000 Penalty: 5009.375488
	Iteration 66Q: 3 clusters Score -3461176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3461181.500000 Penalty: 5009.375488
	Iteration 67Q: 3 clusters Score -3461182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -3461185.500000 Penalty: 5009.375488
	Iteration 68Q: 3 clusters Score -3461186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3461190.500000 Penalty: 5009.375488
	Iteration 69Q: 3 clusters Score -3461190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3461188.250000 Penalty: 5009.375488
	Iteration 70Q: 3 clusters Score -3461188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3461186.500000 Penalty: 5009.375488
	Iteration 71Q: 3 clusters Score -3461186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -3461184.000000 Penalty: 5009.375488
	Iteration 72Q: 3 clusters Score -3461184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3461195.750000 Penalty: 5009.375488
	Iteration 73Q: 3 clusters Score -3461196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3461196.250000 Penalty: 5009.375488
	Iteration 74Q: 3 clusters Score -3461196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3461196.250000 Penalty: 5009.375488
	Iteration 75Q: 3 clusters Score -3461196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -3461197.000000 Penalty: 5009.375488
	Iteration 76Q: 3 clusters Score -3461197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3461199.000000 Penalty: 5009.375488
	Iteration 77Q: 3 clusters Score -3461199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3461209.000000 Penalty: 5009.375488
	Iteration 78Q: 3 clusters Score -3461209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3461209.500000 Penalty: 5009.375488
	Iteration 79Q: 3 clusters Score -3461210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3461209.500000 Penalty: 5009.375488
	Iteration 80F: 3 clusters Score -3461210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3461208.000000 Penalty: 5009.375488
	Iteration 81Q: 3 clusters Score -3461208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3461210.250000 Penalty: 5009.375488
	Iteration 82Q: 3 clusters Score -3461210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -3461216.000000 Penalty: 5009.375488
	Iteration 83Q: 3 clusters Score -3461216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3461211.750000 Penalty: 5009.375488
	Iteration 84Q: 3 clusters Score -3461212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3461210.000000 Penalty: 5009.375488
	Iteration 85Q: 3 clusters Score -3461210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3461211.250000 Penalty: 5009.375488
	Iteration 86Q: 3 clusters Score -3461211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3461217.250000 Penalty: 5009.375488
	Iteration 87Q: 3 clusters Score -3461217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -3461220.750000 Penalty: 5009.375488
	Iteration 88Q: 3 clusters Score -3461221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3461221.000000 Penalty: 5009.375488
	Iteration 89Q: 3 clusters Score -3461221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3461221.500000 Penalty: 5009.375488
	Iteration 90Q: 3 clusters Score -3461222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3461221.500000 Penalty: 5009.375488
	Iteration 91Q: 3 clusters Score -3461222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3461223.000000 Penalty: 5009.375488
	Iteration 92Q: 3 clusters Score -3461223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3461223.250000 Penalty: 5009.375488
	Iteration 93Q: 3 clusters Score -3461223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3461220.500000 Penalty: 5009.375488
	Iteration 94Q: 3 clusters Score -3461220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3461219.500000 Penalty: 5009.375488
	Iteration 95Q: 3 clusters Score -3461220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3461225.750000 Penalty: 5009.375488
	Iteration 96Q: 3 clusters Score -3461226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -3461224.250000 Penalty: 5009.375488
	Iteration 97Q: 3 clusters Score -3461224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3461226.000000 Penalty: 5009.375488
	Iteration 98Q: 3 clusters Score -3461226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3461225.750000 Penalty: 5009.375488
	Iteration 99Q: 3 clusters Score -3461226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3461230.000000 Penalty: 5009.375488
	Iteration 100F: 3 clusters Score -3461230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3461229.000000 Penalty: 5009.375488
	Iteration 101Q: 3 clusters Score -3461229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3461231.500000 Penalty: 5009.375488
	Iteration 102Q: 3 clusters Score -3461232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3461229.500000 Penalty: 5009.375488
	Iteration 103Q: 3 clusters Score -3461230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3461234.250000 Penalty: 5009.375488
	Iteration 104Q: 3 clusters Score -3461234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3461233.500000 Penalty: 5009.375488
	Iteration 105Q: 3 clusters Score -3461234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -3461229.000000 Penalty: 5009.375488
	Iteration 106Q: 3 clusters Score -3461229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3461230.250000 Penalty: 5009.375488
	Iteration 107Q: 3 clusters Score -3461230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3461230.250000 Penalty: 5009.375488
	Iteration 108F: 3 clusters Score -3461230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158325 members 
Entering Unmasked Estep 
Score: -22207732.000000 Penalty: 2969.156494
	Iteration 0F: 2 clusters Score -2.220773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -22104546.000000 Penalty: 5938.312988
	Iteration 0F: 3 clusters Score -2.210455e+07 nChanged 75533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -22148492.000000 Penalty: 5938.312988
	Iteration 1F: 3 clusters Score -2.214849e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -22149656.000000 Penalty: 5938.312988
	Iteration 2Q: 3 clusters Score -2.214966e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -22151256.000000 Penalty: 5938.312988
	Iteration 3Q: 3 clusters Score -2.215126e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -22153828.000000 Penalty: 5938.312988
	Iteration 4Q: 3 clusters Score -2.215383e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -22157962.000000 Penalty: 5938.312988
	Iteration 5Q: 3 clusters Score -2.215796e+07 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -22164040.000000 Penalty: 5938.312988
	Iteration 6F: 3 clusters Score -2.216404e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100759 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -22173280.000000 Penalty: 5938.312988
	Iteration 7F: 3 clusters Score -2.217328e+07 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107712 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -22183828.000000 Penalty: 5938.312988
	Iteration 8F: 3 clusters Score -2.218383e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113243 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -22192330.000000 Penalty: 5938.312988
	Iteration 9F: 3 clusters Score -2.219233e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116848 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -22196534.000000 Penalty: 5938.312988
	Iteration 10Q: 3 clusters Score -2.219653e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119586 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -22198354.000000 Penalty: 5938.312988
	Iteration 11Q: 3 clusters Score -2.219835e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122041 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -22199438.000000 Penalty: 5938.312988
	Iteration 12Q: 3 clusters Score -2.219944e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124288 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -22200366.000000 Penalty: 5938.312988
	Iteration 13Q: 3 clusters Score -2.220037e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126361 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -22201184.000000 Penalty: 5938.312988
	Iteration 14Q: 3 clusters Score -2.220118e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128356 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -22201854.000000 Penalty: 5938.312988
	Iteration 15Q: 3 clusters Score -2.220185e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130337 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -22202478.000000 Penalty: 5938.312988
	Iteration 16Q: 3 clusters Score -2.220248e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132327 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -22203126.000000 Penalty: 5938.312988
	Iteration 17Q: 3 clusters Score -2.220313e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134193 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -22203642.000000 Penalty: 5938.312988
	Iteration 18Q: 3 clusters Score -2.220364e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135862 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -22204206.000000 Penalty: 5938.312988
	Iteration 19Q: 3 clusters Score -2.220421e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137414 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -22204608.000000 Penalty: 5938.312988
	Iteration 20F: 3 clusters Score -2.220461e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138883 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -22205126.000000 Penalty: 5938.312988
	Iteration 21Q: 3 clusters Score -2.220513e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140246 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -22205680.000000 Penalty: 5938.312988
	Iteration 22Q: 3 clusters Score -2.220568e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141474 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -22206088.000000 Penalty: 5938.312988
	Iteration 23Q: 3 clusters Score -2.220609e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142620 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -22206364.000000 Penalty: 5938.312988
	Iteration 24Q: 3 clusters Score -2.220636e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143623 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -22206594.000000 Penalty: 5938.312988
	Iteration 25Q: 3 clusters Score -2.220659e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144563 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -22206832.000000 Penalty: 5938.312988
	Iteration 26Q: 3 clusters Score -2.220683e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145418 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -22207080.000000 Penalty: 5938.312988
	Iteration 27Q: 3 clusters Score -2.220708e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146169 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -22207250.000000 Penalty: 5938.312988
	Iteration 28Q: 3 clusters Score -2.220725e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146826 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -22207350.000000 Penalty: 5938.312988
	Iteration 29Q: 3 clusters Score -2.220735e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147423 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -22207334.000000 Penalty: 5938.312988
	Iteration 30Q: 3 clusters Score -2.220733e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147955 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -22207456.000000 Penalty: 5938.312988
	Iteration 31Q: 3 clusters Score -2.220746e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -22207578.000000 Penalty: 5938.312988
	Iteration 32Q: 3 clusters Score -2.220758e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148883 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -22207582.000000 Penalty: 5938.312988
	Iteration 33Q: 3 clusters Score -2.220758e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149254 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -22207530.000000 Penalty: 5938.312988
	Iteration 34Q: 3 clusters Score -2.220753e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149595 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -22207576.000000 Penalty: 5938.312988
	Iteration 35Q: 3 clusters Score -2.220758e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149898 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -22207546.000000 Penalty: 5938.312988
	Iteration 36Q: 3 clusters Score -2.220755e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150176 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -22207546.000000 Penalty: 5938.312988
	Iteration 37Q: 3 clusters Score -2.220755e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150471 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -22207592.000000 Penalty: 5938.312988
	Iteration 38Q: 3 clusters Score -2.220759e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150727 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -22207538.000000 Penalty: 5938.312988
	Iteration 39Q: 3 clusters Score -2.220754e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150983 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -22207506.000000 Penalty: 5938.312988
	Iteration 40F: 3 clusters Score -2.220751e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151199 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -22207532.000000 Penalty: 5938.312988
	Iteration 41Q: 3 clusters Score -2.220753e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151400 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -22207426.000000 Penalty: 5938.312988
	Iteration 42Q: 3 clusters Score -2.220743e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151574 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -22207442.000000 Penalty: 5938.312988
	Iteration 43Q: 3 clusters Score -2.220744e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151723 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -22207436.000000 Penalty: 5938.312988
	Iteration 44Q: 3 clusters Score -2.220744e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151871 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -22207486.000000 Penalty: 5938.312988
	Iteration 45Q: 3 clusters Score -2.220749e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152003 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -22207480.000000 Penalty: 5938.312988
	Iteration 46Q: 3 clusters Score -2.220748e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152137 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -22207440.000000 Penalty: 5938.312988
	Iteration 47Q: 3 clusters Score -2.220744e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152263 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -22207508.000000 Penalty: 5938.312988
	Iteration 48Q: 3 clusters Score -2.220751e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152363 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -22207498.000000 Penalty: 5938.312988
	Iteration 49Q: 3 clusters Score -2.22075e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152452 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -22207528.000000 Penalty: 5938.312988
	Iteration 50Q: 3 clusters Score -2.220753e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152527 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -22207532.000000 Penalty: 5938.312988
	Iteration 51Q: 3 clusters Score -2.220753e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152606 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -22207504.000000 Penalty: 5938.312988
	Iteration 52Q: 3 clusters Score -2.22075e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152686 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -22207502.000000 Penalty: 5938.312988
	Iteration 53Q: 3 clusters Score -2.22075e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152755 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -22207478.000000 Penalty: 5938.312988
	Iteration 54Q: 3 clusters Score -2.220748e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152824 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -22207474.000000 Penalty: 5938.312988
	Iteration 55Q: 3 clusters Score -2.220747e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152901 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -22207450.000000 Penalty: 5938.312988
	Iteration 56Q: 3 clusters Score -2.220745e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152989 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -22207442.000000 Penalty: 5938.312988
	Iteration 57Q: 3 clusters Score -2.220744e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -22207430.000000 Penalty: 5938.312988
	Iteration 58Q: 3 clusters Score -2.220743e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153132 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -22207440.000000 Penalty: 5938.312988
	Iteration 59Q: 3 clusters Score -2.220744e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153181 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -22207444.000000 Penalty: 5938.312988
	Iteration 60F: 3 clusters Score -2.220744e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153213 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -22207436.000000 Penalty: 5938.312988
	Iteration 61Q: 3 clusters Score -2.220744e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153246 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -22207446.000000 Penalty: 5938.312988
	Iteration 62Q: 3 clusters Score -2.220745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -22207436.000000 Penalty: 5938.312988
	Iteration 63Q: 3 clusters Score -2.220744e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -22207458.000000 Penalty: 5938.312988
	Iteration 64Q: 3 clusters Score -2.220746e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153331 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -22207464.000000 Penalty: 5938.312988
	Iteration 65Q: 3 clusters Score -2.220746e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153362 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -22207460.000000 Penalty: 5938.312988
	Iteration 66Q: 3 clusters Score -2.220746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153385 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -22207458.000000 Penalty: 5938.312988
	Iteration 67Q: 3 clusters Score -2.220746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -22207446.000000 Penalty: 5938.312988
	Iteration 68Q: 3 clusters Score -2.220745e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153434 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -22207438.000000 Penalty: 5938.312988
	Iteration 69Q: 3 clusters Score -2.220744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153455 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -22207434.000000 Penalty: 5938.312988
	Iteration 70Q: 3 clusters Score -2.220743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -22207460.000000 Penalty: 5938.312988
	Iteration 71Q: 3 clusters Score -2.220746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -22207464.000000 Penalty: 5938.312988
	Iteration 72Q: 3 clusters Score -2.220746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153497 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -22207438.000000 Penalty: 5938.312988
	Iteration 73Q: 3 clusters Score -2.220744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -22207440.000000 Penalty: 5938.312988
	Iteration 74Q: 3 clusters Score -2.220744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153516 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -22207444.000000 Penalty: 5938.312988
	Iteration 75Q: 3 clusters Score -2.220744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153525 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -22207470.000000 Penalty: 5938.312988
	Iteration 76Q: 3 clusters Score -2.220747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153537 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -22207444.000000 Penalty: 5938.312988
	Iteration 77Q: 3 clusters Score -2.220744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153550 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -22207450.000000 Penalty: 5938.312988
	Iteration 78Q: 3 clusters Score -2.220745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -22207454.000000 Penalty: 5938.312988
	Iteration 79Q: 3 clusters Score -2.220745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153581 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -22207478.000000 Penalty: 5938.312988
	Iteration 80F: 3 clusters Score -2.220748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153590 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -22207468.000000 Penalty: 5938.312988
	Iteration 81Q: 3 clusters Score -2.220747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153600 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -22207456.000000 Penalty: 5938.312988
	Iteration 82Q: 3 clusters Score -2.220746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153611 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -22207448.000000 Penalty: 5938.312988
	Iteration 83Q: 3 clusters Score -2.220745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153615 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -22207452.000000 Penalty: 5938.312988
	Iteration 84Q: 3 clusters Score -2.220745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -22207452.000000 Penalty: 5938.312988
	Iteration 85Q: 3 clusters Score -2.220745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153625 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -22207462.000000 Penalty: 5938.312988
	Iteration 86Q: 3 clusters Score -2.220746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153628 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -22207448.000000 Penalty: 5938.312988
	Iteration 87Q: 3 clusters Score -2.220745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153631 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -22207442.000000 Penalty: 5938.312988
	Iteration 88Q: 3 clusters Score -2.220744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153632 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -22207438.000000 Penalty: 5938.312988
	Iteration 89Q: 3 clusters Score -2.220744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153633 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -22207436.000000 Penalty: 5938.312988
	Iteration 90Q: 3 clusters Score -2.220744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153635 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -22207436.000000 Penalty: 5938.312988
	Iteration 91Q: 3 clusters Score -2.220744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153635 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -22207436.000000 Penalty: 5938.312988
	Iteration 92F: 3 clusters Score -2.220744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51934.109375 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51934.11 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 217 members 
Entering Unmasked Estep 
Score: -50550.644531 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50550.64 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50753.859375 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50753.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50863.074219 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -50863.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51133.175781 Penalty: 3021.289795
	Iteration 3F: 3 clusters Score -51133.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51428.050781 Penalty: 3021.289795
	Iteration 4F: 3 clusters Score -51428.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51681.164062 Penalty: 3021.289795
	Iteration 5F: 3 clusters Score -51681.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51869.992188 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -51869.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51992.093750 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -51992.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52026.703125 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -52026.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52048.996094 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -52049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52085.953125 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -52085.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52128.269531 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -52128.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52145.273438 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -52145.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52147.113281 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -52147.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52150.351562 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -52150.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52150.351562 Penalty: 3021.289795
	Iteration 15F: 3 clusters Score -52150.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27112 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158325 members 
Mstep: Class 5 contains 264 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 90942 members 
Mstep: Class 13 contains 180333 members 
Mstep: Class 14 contains 158871 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83698 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90151 members 
Entering Unmasked Estep 
Score: -147039168.000000 Penalty: 72245.875000
Splitting cluster 5 changes total score from -147040832.000000 to -147039168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -307814.625000 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -307814.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -305061.937500 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -305061.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -305568.093750 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -305568.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -305704.625000 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -305704.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -305776.875000 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -305776.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -305826.062500 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -305826.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -305864.500000 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -305864.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -305900.843750 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -305900.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -305930.187500 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -305930.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -305946.500000 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -305946.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -305960.781250 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -305960.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -305976.250000 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -305976.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -306001.343750 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -306001.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -306020.687500 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -306020.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -306042.562500 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -306042.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -306064.656250 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -306064.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -306087.562500 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -306087.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -306104.093750 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -306104.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -306109.812500 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -306109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -306114.562500 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -306114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -306124.000000 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -306124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -306129.156250 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -306129.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -306134.531250 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -306134.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -306138.281250 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -306138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -306141.156250 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -306141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -306149.281250 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -306149.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -306155.781250 Penalty: 3820.019531
	Iteration 25Q: 3 clusters Score -306155.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -306161.218750 Penalty: 3820.019531
	Iteration 26Q: 3 clusters Score -306161.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -306166.968750 Penalty: 3820.019531
	Iteration 27Q: 3 clusters Score -306167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -306170.906250 Penalty: 3820.019531
	Iteration 28Q: 3 clusters Score -306170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -306175.093750 Penalty: 3820.019531
	Iteration 29Q: 3 clusters Score -306175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -306179.875000 Penalty: 3820.019531
	Iteration 30Q: 3 clusters Score -306179.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -306185.312500 Penalty: 3820.019531
	Iteration 31Q: 3 clusters Score -306185.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -306192.843750 Penalty: 3820.019531
	Iteration 32Q: 3 clusters Score -306192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -306197.000000 Penalty: 3820.019531
	Iteration 33Q: 3 clusters Score -306197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -306199.968750 Penalty: 3820.019531
	Iteration 34Q: 3 clusters Score -306200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -306200.906250 Penalty: 3820.019531
	Iteration 35Q: 3 clusters Score -306200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -306202.250000 Penalty: 3820.019531
	Iteration 36Q: 3 clusters Score -306202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -306202.093750 Penalty: 3820.019531
	Iteration 37Q: 3 clusters Score -306202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -306203.031250 Penalty: 3820.019531
	Iteration 38Q: 3 clusters Score -306203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -306203.031250 Penalty: 3820.019531
	Iteration 39F: 3 clusters Score -306203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -69981.257812 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -69981.26 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 265 members 
Entering Unmasked Estep 
Score: -68497.289062 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -68497.29 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68724.656250 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -68724.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68767.671875 Penalty: 3143.065674
	Iteration 2Q: 3 clusters Score -68767.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68797.148438 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -68797.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68845.765625 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -68845.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68985.546875 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -68985.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69230.679688 Penalty: 3143.065674
	Iteration 6F: 3 clusters Score -69230.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69418.257812 Penalty: 3143.065674
	Iteration 7F: 3 clusters Score -69418.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69615.757812 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -69615.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69936.445312 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -69936.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -70267.234375 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -70267.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -70351.679688 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -70351.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70432.023438 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -70432.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70566.500000 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -70566.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70670.734375 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -70670.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70696.617188 Penalty: 3143.065674
	Iteration 15Q: 3 clusters Score -70696.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70699.726562 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -70699.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70701.695312 Penalty: 3143.065674
	Iteration 17Q: 3 clusters Score -70701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70702.281250 Penalty: 3143.065674
	Iteration 18F: 3 clusters Score -70702.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70705.281250 Penalty: 3143.065674
	Iteration 19Q: 3 clusters Score -70705.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70714.656250 Penalty: 3143.065674
	Iteration 20F: 3 clusters Score -70714.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -70717.414062 Penalty: 3143.065674
	Iteration 21Q: 3 clusters Score -70717.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -70717.414062 Penalty: 3143.065674
	Iteration 22F: 3 clusters Score -70717.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27112 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158325 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 126 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 90942 members 
Mstep: Class 13 contains 180333 members 
Mstep: Class 14 contains 158871 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83698 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90151 members 
Entering Unmasked Estep 
Score: -147039856.000000 Penalty: 72245.875000
Splitting cluster 7 changes total score from -147040832.000000 to -147039856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (57630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Entering Unmasked Estep 
Score: -8225773.000000 Penalty: 2718.526123
	Iteration 0F: 2 clusters Score -8225773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -8186998.500000 Penalty: 5437.052246
	Iteration 0F: 3 clusters Score -8186998 nChanged 26700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -8202080.000000 Penalty: 5437.052246
	Iteration 1F: 3 clusters Score -8202080 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -8202690.500000 Penalty: 5437.052246
	Iteration 2Q: 3 clusters Score -8202690 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -8203258.500000 Penalty: 5437.052246
	Iteration 3Q: 3 clusters Score -8203258 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -8204181.000000 Penalty: 5437.052246
	Iteration 4Q: 3 clusters Score -8204181 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -8205456.500000 Penalty: 5437.052246
	Iteration 5Q: 3 clusters Score -8205456 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -8207190.500000 Penalty: 5437.052246
	Iteration 6F: 3 clusters Score -8207190 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -8209493.000000 Penalty: 5437.052246
	Iteration 7F: 3 clusters Score -8209493 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -8212219.000000 Penalty: 5437.052246
	Iteration 8F: 3 clusters Score -8212219 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -8214896.500000 Penalty: 5437.052246
	Iteration 9F: 3 clusters Score -8214896 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -8217214.500000 Penalty: 5437.052246
	Iteration 10Q: 3 clusters Score -8217214 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -8219023.000000 Penalty: 5437.052246
	Iteration 11Q: 3 clusters Score -8219023 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -8220434.500000 Penalty: 5437.052246
	Iteration 12Q: 3 clusters Score -8220434 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -8221481.500000 Penalty: 5437.052246
	Iteration 13Q: 3 clusters Score -8221482 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -8222148.500000 Penalty: 5437.052246
	Iteration 14Q: 3 clusters Score -8222148 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -8222615.000000 Penalty: 5437.052246
	Iteration 15Q: 3 clusters Score -8222615 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -8222894.500000 Penalty: 5437.052246
	Iteration 16Q: 3 clusters Score -8222894 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -8223047.000000 Penalty: 5437.052246
	Iteration 17Q: 3 clusters Score -8223047 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -8223173.000000 Penalty: 5437.052246
	Iteration 18Q: 3 clusters Score -8223173 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -8223242.500000 Penalty: 5437.052246
	Iteration 19Q: 3 clusters Score -8223242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -8223304.000000 Penalty: 5437.052246
	Iteration 20F: 3 clusters Score -8223304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -8223351.500000 Penalty: 5437.052246
	Iteration 21Q: 3 clusters Score -8223352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -8223382.500000 Penalty: 5437.052246
	Iteration 22Q: 3 clusters Score -8223382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -8223404.500000 Penalty: 5437.052246
	Iteration 23Q: 3 clusters Score -8223404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -8223413.500000 Penalty: 5437.052246
	Iteration 24Q: 3 clusters Score -8223414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -8223423.500000 Penalty: 5437.052246
	Iteration 25Q: 3 clusters Score -8223424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -8223426.000000 Penalty: 5437.052246
	Iteration 26Q: 3 clusters Score -8223426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -8223425.500000 Penalty: 5437.052246
	Iteration 27Q: 3 clusters Score -8223426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -8223435.500000 Penalty: 5437.052246
	Iteration 28Q: 3 clusters Score -8223436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -8223438.000000 Penalty: 5437.052246
	Iteration 29Q: 3 clusters Score -8223438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -8223430.000000 Penalty: 5437.052246
	Iteration 30Q: 3 clusters Score -8223430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -8223429.500000 Penalty: 5437.052246
	Iteration 31Q: 3 clusters Score -8223430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -8223429.500000 Penalty: 5437.052246
	Iteration 32F: 3 clusters Score -8223430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Entering Unmasked Estep 
Score: -2465901.500000 Penalty: 2419.481201
	Iteration 0F: 2 clusters Score -2465902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2453584.500000 Penalty: 4838.962402
	Iteration 0F: 3 clusters Score -2453584 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2457524.750000 Penalty: 4838.962402
	Iteration 1F: 3 clusters Score -2457525 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2457894.250000 Penalty: 4838.962402
	Iteration 2F: 3 clusters Score -2457894 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2458150.000000 Penalty: 4838.962402
	Iteration 3Q: 3 clusters Score -2458150 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2458383.000000 Penalty: 4838.962402
	Iteration 4Q: 3 clusters Score -2458383 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2458610.000000 Penalty: 4838.962402
	Iteration 5Q: 3 clusters Score -2458610 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2458845.000000 Penalty: 4838.962402
	Iteration 6Q: 3 clusters Score -2458845 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2459115.250000 Penalty: 4838.962402
	Iteration 7Q: 3 clusters Score -2459115 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2459517.000000 Penalty: 4838.962402
	Iteration 8Q: 3 clusters Score -2459517 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2460089.750000 Penalty: 4838.962402
	Iteration 9F: 3 clusters Score -2460090 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2460817.500000 Penalty: 4838.962402
	Iteration 10F: 3 clusters Score -2460818 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2461562.000000 Penalty: 4838.962402
	Iteration 11F: 3 clusters Score -2461562 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2462143.500000 Penalty: 4838.962402
	Iteration 12Q: 3 clusters Score -2462144 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2462636.500000 Penalty: 4838.962402
	Iteration 13Q: 3 clusters Score -2462636 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2462977.500000 Penalty: 4838.962402
	Iteration 14Q: 3 clusters Score -2462978 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2463226.250000 Penalty: 4838.962402
	Iteration 15Q: 3 clusters Score -2463226 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2463409.250000 Penalty: 4838.962402
	Iteration 16Q: 3 clusters Score -2463409 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2463545.500000 Penalty: 4838.962402
	Iteration 17Q: 3 clusters Score -2463546 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2463645.500000 Penalty: 4838.962402
	Iteration 18Q: 3 clusters Score -2463646 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2463712.750000 Penalty: 4838.962402
	Iteration 19Q: 3 clusters Score -2463713 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2463761.000000 Penalty: 4838.962402
	Iteration 20F: 3 clusters Score -2463761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2463782.000000 Penalty: 4838.962402
	Iteration 21Q: 3 clusters Score -2463782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2463800.250000 Penalty: 4838.962402
	Iteration 22Q: 3 clusters Score -2463800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2463806.750000 Penalty: 4838.962402
	Iteration 23Q: 3 clusters Score -2463807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2463820.500000 Penalty: 4838.962402
	Iteration 24Q: 3 clusters Score -2463820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2463842.250000 Penalty: 4838.962402
	Iteration 25Q: 3 clusters Score -2463842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2463849.250000 Penalty: 4838.962402
	Iteration 26Q: 3 clusters Score -2463849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2463856.250000 Penalty: 4838.962402
	Iteration 27Q: 3 clusters Score -2463856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2463856.250000 Penalty: 4838.962402
	Iteration 28Q: 3 clusters Score -2463856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2463856.250000 Penalty: 4838.962402
	Iteration 29Q: 3 clusters Score -2463856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2463861.250000 Penalty: 4838.962402
	Iteration 30Q: 3 clusters Score -2463861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2463867.750000 Penalty: 4838.962402
	Iteration 31Q: 3 clusters Score -2463868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2463871.000000 Penalty: 4838.962402
	Iteration 32Q: 3 clusters Score -2463871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2463869.500000 Penalty: 4838.962402
	Iteration 33Q: 3 clusters Score -2463870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2463875.500000 Penalty: 4838.962402
	Iteration 34Q: 3 clusters Score -2463876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2463875.500000 Penalty: 4838.962402
	Iteration 35F: 3 clusters Score -2463876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Entering Unmasked Estep 
Score: -5807356.500000 Penalty: 2641.249268
	Iteration 0F: 2 clusters Score -5807356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -5778828.000000 Penalty: 5282.498535
	Iteration 0F: 3 clusters Score -5778828 nChanged 19318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -5789206.500000 Penalty: 5282.498535
	Iteration 1F: 3 clusters Score -5789206 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5789619.000000 Penalty: 5282.498535
	Iteration 2Q: 3 clusters Score -5789619 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -5789997.000000 Penalty: 5282.498535
	Iteration 3Q: 3 clusters Score -5789997 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -5790392.000000 Penalty: 5282.498535
	Iteration 4Q: 3 clusters Score -5790392 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -5790789.000000 Penalty: 5282.498535
	Iteration 5Q: 3 clusters Score -5790789 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -5791212.000000 Penalty: 5282.498535
	Iteration 6Q: 3 clusters Score -5791212 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -5791791.500000 Penalty: 5282.498535
	Iteration 7Q: 3 clusters Score -5791792 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -5792393.000000 Penalty: 5282.498535
	Iteration 8Q: 3 clusters Score -5792393 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -5793089.000000 Penalty: 5282.498535
	Iteration 9Q: 3 clusters Score -5793089 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -5793781.000000 Penalty: 5282.498535
	Iteration 10Q: 3 clusters Score -5793781 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -5794522.000000 Penalty: 5282.498535
	Iteration 11Q: 3 clusters Score -5794522 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -5795376.000000 Penalty: 5282.498535
	Iteration 12Q: 3 clusters Score -5795376 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -5796395.500000 Penalty: 5282.498535
	Iteration 13Q: 3 clusters Score -5796396 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -5797456.500000 Penalty: 5282.498535
	Iteration 14Q: 3 clusters Score -5797456 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -5798800.500000 Penalty: 5282.498535
	Iteration 15Q: 3 clusters Score -5798800 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -5800112.500000 Penalty: 5282.498535
	Iteration 16Q: 3 clusters Score -5800112 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -5801445.000000 Penalty: 5282.498535
	Iteration 17Q: 3 clusters Score -5801445 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -5802553.000000 Penalty: 5282.498535
	Iteration 18Q: 3 clusters Score -5802553 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5803410.500000 Penalty: 5282.498535
	Iteration 19Q: 3 clusters Score -5803410 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5804045.500000 Penalty: 5282.498535
	Iteration 20F: 3 clusters Score -5804046 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5804438.000000 Penalty: 5282.498535
	Iteration 21Q: 3 clusters Score -5804438 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5804703.500000 Penalty: 5282.498535
	Iteration 22Q: 3 clusters Score -5804704 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5804838.000000 Penalty: 5282.498535
	Iteration 23Q: 3 clusters Score -5804838 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5804924.000000 Penalty: 5282.498535
	Iteration 24Q: 3 clusters Score -5804924 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5804973.000000 Penalty: 5282.498535
	Iteration 25Q: 3 clusters Score -5804973 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5805027.000000 Penalty: 5282.498535
	Iteration 26Q: 3 clusters Score -5805027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5805066.000000 Penalty: 5282.498535
	Iteration 27Q: 3 clusters Score -5805066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5805076.500000 Penalty: 5282.498535
	Iteration 28Q: 3 clusters Score -5805076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5805101.000000 Penalty: 5282.498535
	Iteration 29Q: 3 clusters Score -5805101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5805113.000000 Penalty: 5282.498535
	Iteration 30Q: 3 clusters Score -5805113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5805125.000000 Penalty: 5282.498535
	Iteration 31Q: 3 clusters Score -5805125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5805135.500000 Penalty: 5282.498535
	Iteration 32Q: 3 clusters Score -5805136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5805146.000000 Penalty: 5282.498535
	Iteration 33Q: 3 clusters Score -5805146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5805150.000000 Penalty: 5282.498535
	Iteration 34Q: 3 clusters Score -5805150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5805161.000000 Penalty: 5282.498535
	Iteration 35Q: 3 clusters Score -5805161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5805166.500000 Penalty: 5282.498535
	Iteration 36Q: 3 clusters Score -5805166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5805166.500000 Penalty: 5282.498535
	Iteration 37F: 3 clusters Score -5805166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Entering Unmasked Estep 
Score: -12954221.000000 Penalty: 2831.658447
	Iteration 0F: 2 clusters Score -1.295422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -12893569.000000 Penalty: 5663.316895
	Iteration 0F: 3 clusters Score -1.289357e+07 nChanged 42817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -12918102.000000 Penalty: 5663.316895
	Iteration 1F: 3 clusters Score -1.29181e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -12919284.000000 Penalty: 5663.316895
	Iteration 2Q: 3 clusters Score -1.291928e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -12921074.000000 Penalty: 5663.316895
	Iteration 3Q: 3 clusters Score -1.292107e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -12923909.000000 Penalty: 5663.316895
	Iteration 4F: 3 clusters Score -1.292391e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -12928563.000000 Penalty: 5663.316895
	Iteration 5F: 3 clusters Score -1.292856e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -12935126.000000 Penalty: 5663.316895
	Iteration 6F: 3 clusters Score -1.293513e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -12942233.000000 Penalty: 5663.316895
	Iteration 7F: 3 clusters Score -1.294223e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84982 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -12947162.000000 Penalty: 5663.316895
	Iteration 8F: 3 clusters Score -1.294716e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -12950076.000000 Penalty: 5663.316895
	Iteration 9Q: 3 clusters Score -1.295008e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -12951439.000000 Penalty: 5663.316895
	Iteration 10Q: 3 clusters Score -1.295144e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -12952017.000000 Penalty: 5663.316895
	Iteration 11Q: 3 clusters Score -1.295202e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -12952305.000000 Penalty: 5663.316895
	Iteration 12Q: 3 clusters Score -1.29523e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12952435.000000 Penalty: 5663.316895
	Iteration 13Q: 3 clusters Score -1.295244e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -12952520.000000 Penalty: 5663.316895
	Iteration 14Q: 3 clusters Score -1.295252e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12952562.000000 Penalty: 5663.316895
	Iteration 15Q: 3 clusters Score -1.295256e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12952568.000000 Penalty: 5663.316895
	Iteration 16Q: 3 clusters Score -1.295257e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12952603.000000 Penalty: 5663.316895
	Iteration 17Q: 3 clusters Score -1.29526e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90102 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12952641.000000 Penalty: 5663.316895
	Iteration 18Q: 3 clusters Score -1.295264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90100 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12952646.000000 Penalty: 5663.316895
	Iteration 19Q: 3 clusters Score -1.295265e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -12952651.000000 Penalty: 5663.316895
	Iteration 20F: 3 clusters Score -1.295265e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12952669.000000 Penalty: 5663.316895
	Iteration 21Q: 3 clusters Score -1.295267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12952681.000000 Penalty: 5663.316895
	Iteration 22Q: 3 clusters Score -1.295268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12952684.000000 Penalty: 5663.316895
	Iteration 23Q: 3 clusters Score -1.295268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12952695.000000 Penalty: 5663.316895
	Iteration 24Q: 3 clusters Score -1.29527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90067 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12952703.000000 Penalty: 5663.316895
	Iteration 25Q: 3 clusters Score -1.29527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90067 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12952710.000000 Penalty: 5663.316895
	Iteration 26Q: 3 clusters Score -1.295271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12952717.000000 Penalty: 5663.316895
	Iteration 27Q: 3 clusters Score -1.295272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12952715.000000 Penalty: 5663.316895
	Iteration 28Q: 3 clusters Score -1.295272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12952721.000000 Penalty: 5663.316895
	Iteration 29Q: 3 clusters Score -1.295272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12952724.000000 Penalty: 5663.316895
	Iteration 30Q: 3 clusters Score -1.295272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12952718.000000 Penalty: 5663.316895
	Iteration 31Q: 3 clusters Score -1.295272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12952721.000000 Penalty: 5663.316895
	Iteration 32Q: 3 clusters Score -1.295272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90067 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12952711.000000 Penalty: 5663.316895
	Iteration 33Q: 3 clusters Score -1.295271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12952717.000000 Penalty: 5663.316895
	Iteration 34Q: 3 clusters Score -1.295272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12952726.000000 Penalty: 5663.316895
	Iteration 35Q: 3 clusters Score -1.295273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90066 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12952723.000000 Penalty: 5663.316895
	Iteration 36Q: 3 clusters Score -1.295272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12952734.000000 Penalty: 5663.316895
	Iteration 37Q: 3 clusters Score -1.295273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12952753.000000 Penalty: 5663.316895
	Iteration 38Q: 3 clusters Score -1.295275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90079 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12952752.000000 Penalty: 5663.316895
	Iteration 39Q: 3 clusters Score -1.295275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -12952764.000000 Penalty: 5663.316895
	Iteration 40F: 3 clusters Score -1.295276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12952750.000000 Penalty: 5663.316895
	Iteration 41Q: 3 clusters Score -1.295275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12952755.000000 Penalty: 5663.316895
	Iteration 42Q: 3 clusters Score -1.295276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12952758.000000 Penalty: 5663.316895
	Iteration 43Q: 3 clusters Score -1.295276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -12952769.000000 Penalty: 5663.316895
	Iteration 44Q: 3 clusters Score -1.295277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -12952771.000000 Penalty: 5663.316895
	Iteration 45Q: 3 clusters Score -1.295277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90093 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12952772.000000 Penalty: 5663.316895
	Iteration 46Q: 3 clusters Score -1.295277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12952773.000000 Penalty: 5663.316895
	Iteration 47Q: 3 clusters Score -1.295277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12952773.000000 Penalty: 5663.316895
	Iteration 48F: 3 clusters Score -1.295277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (180333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180333 members 
Entering Unmasked Estep 
Score: -25639082.000000 Penalty: 3001.434814
	Iteration 0F: 2 clusters Score -2.563908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -25540144.000000 Penalty: 6002.869629
	Iteration 0F: 3 clusters Score -2.554014e+07 nChanged 87068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -25590708.000000 Penalty: 6002.869629
	Iteration 1F: 3 clusters Score -2.559071e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88558 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -25591550.000000 Penalty: 6002.869629
	Iteration 2Q: 3 clusters Score -2.559155e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -25592684.000000 Penalty: 6002.869629
	Iteration 3Q: 3 clusters Score -2.559268e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -25593942.000000 Penalty: 6002.869629
	Iteration 4Q: 3 clusters Score -2.559394e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -25595700.000000 Penalty: 6002.869629
	Iteration 5Q: 3 clusters Score -2.55957e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
Score: -25598100.000000 Penalty: 6002.869629
	Iteration 6Q: 3 clusters Score -2.55981e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -25601062.000000 Penalty: 6002.869629
	Iteration 7Q: 3 clusters Score -2.560106e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -25605328.000000 Penalty: 6002.869629
	Iteration 8F: 3 clusters Score -2.560533e+07 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 104278 members 
Entering Unmasked Estep 
Score: -25610770.000000 Penalty: 6002.869629
	Iteration 9F: 3 clusters Score -2.561077e+07 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 105810 members 
Entering Unmasked Estep 
Score: -25617464.000000 Penalty: 6002.869629
	Iteration 10F: 3 clusters Score -2.561746e+07 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 105955 members 
Entering Unmasked Estep 
Score: -25624248.000000 Penalty: 6002.869629
	Iteration 11F: 3 clusters Score -2.562425e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -25628378.000000 Penalty: 6002.869629
	Iteration 12F: 3 clusters Score -2.562838e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 103219 members 
Entering Unmasked Estep 
Score: -25630020.000000 Penalty: 6002.869629
	Iteration 13Q: 3 clusters Score -2.563002e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 101737 members 
Entering Unmasked Estep 
Score: -25630562.000000 Penalty: 6002.869629
	Iteration 14Q: 3 clusters Score -2.563056e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 100180 members 
Entering Unmasked Estep 
Score: -25630884.000000 Penalty: 6002.869629
	Iteration 15Q: 3 clusters Score -2.563088e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 98611 members 
Entering Unmasked Estep 
Score: -25631056.000000 Penalty: 6002.869629
	Iteration 16Q: 3 clusters Score -2.563106e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 96840 members 
Entering Unmasked Estep 
Score: -25631062.000000 Penalty: 6002.869629
	Iteration 17Q: 3 clusters Score -2.563106e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 94847 members 
Entering Unmasked Estep 
Score: -25631136.000000 Penalty: 6002.869629
	Iteration 18Q: 3 clusters Score -2.563114e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 92576 members 
Entering Unmasked Estep 
Score: -25631384.000000 Penalty: 6002.869629
	Iteration 19Q: 3 clusters Score -2.563138e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -25631610.000000 Penalty: 6002.869629
	Iteration 20F: 3 clusters Score -2.563161e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 87506 members 
Entering Unmasked Estep 
Score: -25631812.000000 Penalty: 6002.869629
	Iteration 21Q: 3 clusters Score -2.563181e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -25632052.000000 Penalty: 6002.869629
	Iteration 22Q: 3 clusters Score -2.563205e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 82108 members 
Entering Unmasked Estep 
Score: -25632178.000000 Penalty: 6002.869629
	Iteration 23Q: 3 clusters Score -2.563218e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100918 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -25632402.000000 Penalty: 6002.869629
	Iteration 24Q: 3 clusters Score -2.56324e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -25632750.000000 Penalty: 6002.869629
	Iteration 25Q: 3 clusters Score -2.563275e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106331 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -25633050.000000 Penalty: 6002.869629
	Iteration 26Q: 3 clusters Score -2.563305e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -25633204.000000 Penalty: 6002.869629
	Iteration 27Q: 3 clusters Score -2.56332e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111529 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -25633338.000000 Penalty: 6002.869629
	Iteration 28Q: 3 clusters Score -2.563334e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114120 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -25633666.000000 Penalty: 6002.869629
	Iteration 29Q: 3 clusters Score -2.563367e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116692 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -25633886.000000 Penalty: 6002.869629
	Iteration 30Q: 3 clusters Score -2.563389e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119271 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -25634078.000000 Penalty: 6002.869629
	Iteration 31Q: 3 clusters Score -2.563408e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121853 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -25634274.000000 Penalty: 6002.869629
	Iteration 32Q: 3 clusters Score -2.563427e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124325 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -25634300.000000 Penalty: 6002.869629
	Iteration 33Q: 3 clusters Score -2.56343e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126762 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -25634396.000000 Penalty: 6002.869629
	Iteration 34Q: 3 clusters Score -2.56344e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129003 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -25634684.000000 Penalty: 6002.869629
	Iteration 35Q: 3 clusters Score -2.563468e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131043 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -25634762.000000 Penalty: 6002.869629
	Iteration 36Q: 3 clusters Score -2.563476e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132969 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -25634824.000000 Penalty: 6002.869629
	Iteration 37Q: 3 clusters Score -2.563482e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134656 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -25634834.000000 Penalty: 6002.869629
	Iteration 38Q: 3 clusters Score -2.563483e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136063 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -25634830.000000 Penalty: 6002.869629
	Iteration 39Q: 3 clusters Score -2.563483e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137250 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -25634940.000000 Penalty: 6002.869629
	Iteration 40F: 3 clusters Score -2.563494e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138461 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -25634800.000000 Penalty: 6002.869629
	Iteration 41Q: 3 clusters Score -2.56348e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139506 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -25634664.000000 Penalty: 6002.869629
	Iteration 42Q: 3 clusters Score -2.563466e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140410 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -25634596.000000 Penalty: 6002.869629
	Iteration 43Q: 3 clusters Score -2.56346e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141231 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -25634606.000000 Penalty: 6002.869629
	Iteration 44Q: 3 clusters Score -2.563461e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141857 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -25634544.000000 Penalty: 6002.869629
	Iteration 45Q: 3 clusters Score -2.563454e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142372 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -25634538.000000 Penalty: 6002.869629
	Iteration 46Q: 3 clusters Score -2.563454e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142793 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -25634542.000000 Penalty: 6002.869629
	Iteration 47Q: 3 clusters Score -2.563454e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143123 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -25634492.000000 Penalty: 6002.869629
	Iteration 48Q: 3 clusters Score -2.563449e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -25634424.000000 Penalty: 6002.869629
	Iteration 49Q: 3 clusters Score -2.563442e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -25634442.000000 Penalty: 6002.869629
	Iteration 50Q: 3 clusters Score -2.563444e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143958 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -25634464.000000 Penalty: 6002.869629
	Iteration 51Q: 3 clusters Score -2.563446e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144180 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -25634486.000000 Penalty: 6002.869629
	Iteration 52Q: 3 clusters Score -2.563449e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144394 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -25634474.000000 Penalty: 6002.869629
	Iteration 53Q: 3 clusters Score -2.563447e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144596 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -25634518.000000 Penalty: 6002.869629
	Iteration 54Q: 3 clusters Score -2.563452e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144804 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -25634422.000000 Penalty: 6002.869629
	Iteration 55Q: 3 clusters Score -2.563442e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144973 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -25634378.000000 Penalty: 6002.869629
	Iteration 56Q: 3 clusters Score -2.563438e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145136 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -25634454.000000 Penalty: 6002.869629
	Iteration 57Q: 3 clusters Score -2.563445e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145267 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -25634420.000000 Penalty: 6002.869629
	Iteration 58Q: 3 clusters Score -2.563442e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145396 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -25634412.000000 Penalty: 6002.869629
	Iteration 59Q: 3 clusters Score -2.563441e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145524 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -25634420.000000 Penalty: 6002.869629
	Iteration 60F: 3 clusters Score -2.563442e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145646 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -25634450.000000 Penalty: 6002.869629
	Iteration 61Q: 3 clusters Score -2.563445e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145765 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -25634430.000000 Penalty: 6002.869629
	Iteration 62Q: 3 clusters Score -2.563443e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145903 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -25634424.000000 Penalty: 6002.869629
	Iteration 63Q: 3 clusters Score -2.563442e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146029 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -25634426.000000 Penalty: 6002.869629
	Iteration 64Q: 3 clusters Score -2.563443e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146159 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -25634434.000000 Penalty: 6002.869629
	Iteration 65Q: 3 clusters Score -2.563443e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146282 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -25634444.000000 Penalty: 6002.869629
	Iteration 66Q: 3 clusters Score -2.563444e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146369 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -25634434.000000 Penalty: 6002.869629
	Iteration 67Q: 3 clusters Score -2.563443e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146428 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -25634416.000000 Penalty: 6002.869629
	Iteration 68Q: 3 clusters Score -2.563442e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146491 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -25634470.000000 Penalty: 6002.869629
	Iteration 69Q: 3 clusters Score -2.563447e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146550 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -25634486.000000 Penalty: 6002.869629
	Iteration 70Q: 3 clusters Score -2.563449e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146615 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -25634518.000000 Penalty: 6002.869629
	Iteration 71Q: 3 clusters Score -2.563452e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146690 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -25634530.000000 Penalty: 6002.869629
	Iteration 72Q: 3 clusters Score -2.563453e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146762 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -25634576.000000 Penalty: 6002.869629
	Iteration 73Q: 3 clusters Score -2.563458e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146820 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -25634578.000000 Penalty: 6002.869629
	Iteration 74Q: 3 clusters Score -2.563458e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146888 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -25634614.000000 Penalty: 6002.869629
	Iteration 75Q: 3 clusters Score -2.563461e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146952 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -25634642.000000 Penalty: 6002.869629
	Iteration 76Q: 3 clusters Score -2.563464e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147023 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -25634632.000000 Penalty: 6002.869629
	Iteration 77Q: 3 clusters Score -2.563463e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147092 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -25634670.000000 Penalty: 6002.869629
	Iteration 78Q: 3 clusters Score -2.563467e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147167 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -25634644.000000 Penalty: 6002.869629
	Iteration 79Q: 3 clusters Score -2.563464e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147233 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -25634684.000000 Penalty: 6002.869629
	Iteration 80F: 3 clusters Score -2.563468e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147309 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -25634718.000000 Penalty: 6002.869629
	Iteration 81Q: 3 clusters Score -2.563472e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147361 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -25634746.000000 Penalty: 6002.869629
	Iteration 82Q: 3 clusters Score -2.563475e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147418 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -25634774.000000 Penalty: 6002.869629
	Iteration 83Q: 3 clusters Score -2.563477e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147463 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -25634774.000000 Penalty: 6002.869629
	Iteration 84Q: 3 clusters Score -2.563477e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -25634760.000000 Penalty: 6002.869629
	Iteration 85Q: 3 clusters Score -2.563476e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147552 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -25634798.000000 Penalty: 6002.869629
	Iteration 86Q: 3 clusters Score -2.56348e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147587 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -25634802.000000 Penalty: 6002.869629
	Iteration 87Q: 3 clusters Score -2.56348e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147617 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -25634822.000000 Penalty: 6002.869629
	Iteration 88Q: 3 clusters Score -2.563482e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147636 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -25634824.000000 Penalty: 6002.869629
	Iteration 89Q: 3 clusters Score -2.563482e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147665 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -25634812.000000 Penalty: 6002.869629
	Iteration 90Q: 3 clusters Score -2.563481e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147695 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -25634834.000000 Penalty: 6002.869629
	Iteration 91Q: 3 clusters Score -2.563483e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147731 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -25634818.000000 Penalty: 6002.869629
	Iteration 92Q: 3 clusters Score -2.563482e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147763 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -25634842.000000 Penalty: 6002.869629
	Iteration 93Q: 3 clusters Score -2.563484e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147786 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -25634834.000000 Penalty: 6002.869629
	Iteration 94Q: 3 clusters Score -2.563483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147814 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -25634842.000000 Penalty: 6002.869629
	Iteration 95Q: 3 clusters Score -2.563484e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147849 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -25634872.000000 Penalty: 6002.869629
	Iteration 96Q: 3 clusters Score -2.563487e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -25634856.000000 Penalty: 6002.869629
	Iteration 97Q: 3 clusters Score -2.563486e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147928 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -25634836.000000 Penalty: 6002.869629
	Iteration 98Q: 3 clusters Score -2.563484e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147958 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -25634862.000000 Penalty: 6002.869629
	Iteration 99Q: 3 clusters Score -2.563486e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147991 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -25634834.000000 Penalty: 6002.869629
	Iteration 100F: 3 clusters Score -2.563483e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148013 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -25634838.000000 Penalty: 6002.869629
	Iteration 101Q: 3 clusters Score -2.563484e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148032 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -25634862.000000 Penalty: 6002.869629
	Iteration 102Q: 3 clusters Score -2.563486e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148054 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -25634868.000000 Penalty: 6002.869629
	Iteration 103Q: 3 clusters Score -2.563487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148072 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -25634878.000000 Penalty: 6002.869629
	Iteration 104Q: 3 clusters Score -2.563488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148088 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -25634882.000000 Penalty: 6002.869629
	Iteration 105Q: 3 clusters Score -2.563488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148105 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -25634864.000000 Penalty: 6002.869629
	Iteration 106Q: 3 clusters Score -2.563486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148118 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -25634858.000000 Penalty: 6002.869629
	Iteration 107Q: 3 clusters Score -2.563486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148132 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -25634856.000000 Penalty: 6002.869629
	Iteration 108Q: 3 clusters Score -2.563486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148147 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -25634872.000000 Penalty: 6002.869629
	Iteration 109Q: 3 clusters Score -2.563487e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148162 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -25634894.000000 Penalty: 6002.869629
	Iteration 110Q: 3 clusters Score -2.563489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148169 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -25634886.000000 Penalty: 6002.869629
	Iteration 111Q: 3 clusters Score -2.563489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148180 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -25634876.000000 Penalty: 6002.869629
	Iteration 112Q: 3 clusters Score -2.563488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148194 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -25634870.000000 Penalty: 6002.869629
	Iteration 113Q: 3 clusters Score -2.563487e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148211 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -25634884.000000 Penalty: 6002.869629
	Iteration 114Q: 3 clusters Score -2.563488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148219 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -25634888.000000 Penalty: 6002.869629
	Iteration 115Q: 3 clusters Score -2.563489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148233 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -25634890.000000 Penalty: 6002.869629
	Iteration 116Q: 3 clusters Score -2.563489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148242 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -25634894.000000 Penalty: 6002.869629
	Iteration 117Q: 3 clusters Score -2.563489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148260 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -25634890.000000 Penalty: 6002.869629
	Iteration 118Q: 3 clusters Score -2.563489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -25634898.000000 Penalty: 6002.869629
	Iteration 119Q: 3 clusters Score -2.56349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148277 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -25634894.000000 Penalty: 6002.869629
	Iteration 120F: 3 clusters Score -2.563489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148290 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -25634902.000000 Penalty: 6002.869629
	Iteration 121Q: 3 clusters Score -2.56349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148307 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -25634896.000000 Penalty: 6002.869629
	Iteration 122Q: 3 clusters Score -2.56349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148325 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -25634920.000000 Penalty: 6002.869629
	Iteration 123Q: 3 clusters Score -2.563492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148347 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -25634906.000000 Penalty: 6002.869629
	Iteration 124Q: 3 clusters Score -2.563491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148374 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -25634920.000000 Penalty: 6002.869629
	Iteration 125Q: 3 clusters Score -2.563492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148391 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -25634936.000000 Penalty: 6002.869629
	Iteration 126Q: 3 clusters Score -2.563494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148412 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -25634942.000000 Penalty: 6002.869629
	Iteration 127Q: 3 clusters Score -2.563494e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148426 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -25634968.000000 Penalty: 6002.869629
	Iteration 128Q: 3 clusters Score -2.563497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148442 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -25634952.000000 Penalty: 6002.869629
	Iteration 129Q: 3 clusters Score -2.563495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148454 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -25634958.000000 Penalty: 6002.869629
	Iteration 130Q: 3 clusters Score -2.563496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148467 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -25634966.000000 Penalty: 6002.869629
	Iteration 131Q: 3 clusters Score -2.563497e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -25634956.000000 Penalty: 6002.869629
	Iteration 132Q: 3 clusters Score -2.563496e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148504 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -25634948.000000 Penalty: 6002.869629
	Iteration 133Q: 3 clusters Score -2.563495e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148518 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -25634960.000000 Penalty: 6002.869629
	Iteration 134Q: 3 clusters Score -2.563496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148538 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -25634966.000000 Penalty: 6002.869629
	Iteration 135Q: 3 clusters Score -2.563497e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148560 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -25634970.000000 Penalty: 6002.869629
	Iteration 136Q: 3 clusters Score -2.563497e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148585 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -25634982.000000 Penalty: 6002.869629
	Iteration 137Q: 3 clusters Score -2.563498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148600 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -25635032.000000 Penalty: 6002.869629
	Iteration 138Q: 3 clusters Score -2.563503e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148627 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -25635034.000000 Penalty: 6002.869629
	Iteration 139Q: 3 clusters Score -2.563503e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -25635066.000000 Penalty: 6002.869629
	Iteration 140F: 3 clusters Score -2.563507e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148663 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -25635066.000000 Penalty: 6002.869629
	Iteration 141Q: 3 clusters Score -2.563507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148680 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -25635068.000000 Penalty: 6002.869629
	Iteration 142Q: 3 clusters Score -2.563507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148702 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -25635076.000000 Penalty: 6002.869629
	Iteration 143Q: 3 clusters Score -2.563508e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148726 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -25635072.000000 Penalty: 6002.869629
	Iteration 144Q: 3 clusters Score -2.563507e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148749 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -25635088.000000 Penalty: 6002.869629
	Iteration 145Q: 3 clusters Score -2.563509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148766 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -25635102.000000 Penalty: 6002.869629
	Iteration 146Q: 3 clusters Score -2.56351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148782 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -25635118.000000 Penalty: 6002.869629
	Iteration 147Q: 3 clusters Score -2.563512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148791 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -25635112.000000 Penalty: 6002.869629
	Iteration 148Q: 3 clusters Score -2.563511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148794 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -25635122.000000 Penalty: 6002.869629
	Iteration 149Q: 3 clusters Score -2.563512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148802 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -25635114.000000 Penalty: 6002.869629
	Iteration 150Q: 3 clusters Score -2.563511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148811 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -25635126.000000 Penalty: 6002.869629
	Iteration 151Q: 3 clusters Score -2.563513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148826 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -25635136.000000 Penalty: 6002.869629
	Iteration 152Q: 3 clusters Score -2.563514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148847 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -25635112.000000 Penalty: 6002.869629
	Iteration 153Q: 3 clusters Score -2.563511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148880 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -25635136.000000 Penalty: 6002.869629
	Iteration 154Q: 3 clusters Score -2.563514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148897 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -25635112.000000 Penalty: 6002.869629
	Iteration 155Q: 3 clusters Score -2.563511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148918 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -25635102.000000 Penalty: 6002.869629
	Iteration 156Q: 3 clusters Score -2.56351e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148942 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -25635106.000000 Penalty: 6002.869629
	Iteration 157Q: 3 clusters Score -2.563511e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148972 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -25635130.000000 Penalty: 6002.869629
	Iteration 158Q: 3 clusters Score -2.563513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148995 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -25635134.000000 Penalty: 6002.869629
	Iteration 159Q: 3 clusters Score -2.563513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149017 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -25635142.000000 Penalty: 6002.869629
	Iteration 160F: 3 clusters Score -2.563514e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149038 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -25635172.000000 Penalty: 6002.869629
	Iteration 161Q: 3 clusters Score -2.563517e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149065 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -25635176.000000 Penalty: 6002.869629
	Iteration 162Q: 3 clusters Score -2.563518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149094 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -25635176.000000 Penalty: 6002.869629
	Iteration 163Q: 3 clusters Score -2.563518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -25635232.000000 Penalty: 6002.869629
	Iteration 164Q: 3 clusters Score -2.563523e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149129 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -25635224.000000 Penalty: 6002.869629
	Iteration 165Q: 3 clusters Score -2.563522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149145 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -25635230.000000 Penalty: 6002.869629
	Iteration 166Q: 3 clusters Score -2.563523e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149164 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -25635238.000000 Penalty: 6002.869629
	Iteration 167Q: 3 clusters Score -2.563524e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149186 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -25635280.000000 Penalty: 6002.869629
	Iteration 168Q: 3 clusters Score -2.563528e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149211 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -25635332.000000 Penalty: 6002.869629
	Iteration 169Q: 3 clusters Score -2.563533e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149241 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -25635314.000000 Penalty: 6002.869629
	Iteration 170Q: 3 clusters Score -2.563531e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -25635330.000000 Penalty: 6002.869629
	Iteration 171Q: 3 clusters Score -2.563533e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -25635316.000000 Penalty: 6002.869629
	Iteration 172Q: 3 clusters Score -2.563532e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149319 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -25635344.000000 Penalty: 6002.869629
	Iteration 173Q: 3 clusters Score -2.563534e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149338 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -25635358.000000 Penalty: 6002.869629
	Iteration 174Q: 3 clusters Score -2.563536e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149366 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -25635360.000000 Penalty: 6002.869629
	Iteration 175Q: 3 clusters Score -2.563536e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149387 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -25635392.000000 Penalty: 6002.869629
	Iteration 176Q: 3 clusters Score -2.563539e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149413 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -25635374.000000 Penalty: 6002.869629
	Iteration 177Q: 3 clusters Score -2.563537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149431 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -25635392.000000 Penalty: 6002.869629
	Iteration 178Q: 3 clusters Score -2.563539e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149452 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -25635400.000000 Penalty: 6002.869629
	Iteration 179Q: 3 clusters Score -2.56354e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149473 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -25635376.000000 Penalty: 6002.869629
	Iteration 180F: 3 clusters Score -2.563538e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149498 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -25635406.000000 Penalty: 6002.869629
	Iteration 181Q: 3 clusters Score -2.563541e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149523 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -25635430.000000 Penalty: 6002.869629
	Iteration 182Q: 3 clusters Score -2.563543e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149550 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -25635458.000000 Penalty: 6002.869629
	Iteration 183Q: 3 clusters Score -2.563546e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149589 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -25635448.000000 Penalty: 6002.869629
	Iteration 184Q: 3 clusters Score -2.563545e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149613 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -25635456.000000 Penalty: 6002.869629
	Iteration 185Q: 3 clusters Score -2.563546e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149645 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -25635458.000000 Penalty: 6002.869629
	Iteration 186Q: 3 clusters Score -2.563546e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149678 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -25635478.000000 Penalty: 6002.869629
	Iteration 187Q: 3 clusters Score -2.563548e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149705 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -25635506.000000 Penalty: 6002.869629
	Iteration 188Q: 3 clusters Score -2.563551e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149729 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -25635498.000000 Penalty: 6002.869629
	Iteration 189Q: 3 clusters Score -2.56355e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149756 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -25635534.000000 Penalty: 6002.869629
	Iteration 190Q: 3 clusters Score -2.563553e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149795 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -25635550.000000 Penalty: 6002.869629
	Iteration 191Q: 3 clusters Score -2.563555e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149833 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -25635562.000000 Penalty: 6002.869629
	Iteration 192Q: 3 clusters Score -2.563556e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149872 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -25635556.000000 Penalty: 6002.869629
	Iteration 193Q: 3 clusters Score -2.563556e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149911 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -25635558.000000 Penalty: 6002.869629
	Iteration 194Q: 3 clusters Score -2.563556e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149951 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -25635542.000000 Penalty: 6002.869629
	Iteration 195Q: 3 clusters Score -2.563554e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149990 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -25635570.000000 Penalty: 6002.869629
	Iteration 196Q: 3 clusters Score -2.563557e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150034 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -25635554.000000 Penalty: 6002.869629
	Iteration 197Q: 3 clusters Score -2.563555e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150070 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -25635576.000000 Penalty: 6002.869629
	Iteration 198Q: 3 clusters Score -2.563558e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150099 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -25635590.000000 Penalty: 6002.869629
	Iteration 199Q: 3 clusters Score -2.563559e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150127 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -25635604.000000 Penalty: 6002.869629
	Iteration 200F: 3 clusters Score -2.56356e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150148 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -25635590.000000 Penalty: 6002.869629
	Iteration 201Q: 3 clusters Score -2.563559e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150170 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -25635602.000000 Penalty: 6002.869629
	Iteration 202Q: 3 clusters Score -2.56356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150190 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -25635604.000000 Penalty: 6002.869629
	Iteration 203Q: 3 clusters Score -2.56356e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150211 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -25635610.000000 Penalty: 6002.869629
	Iteration 204Q: 3 clusters Score -2.563561e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150235 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -25635602.000000 Penalty: 6002.869629
	Iteration 205Q: 3 clusters Score -2.56356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150261 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -25635596.000000 Penalty: 6002.869629
	Iteration 206Q: 3 clusters Score -2.56356e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150288 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -25635600.000000 Penalty: 6002.869629
	Iteration 207Q: 3 clusters Score -2.56356e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150312 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -25635588.000000 Penalty: 6002.869629
	Iteration 208Q: 3 clusters Score -2.563559e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150333 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -25635608.000000 Penalty: 6002.869629
	Iteration 209Q: 3 clusters Score -2.563561e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150356 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -25635620.000000 Penalty: 6002.869629
	Iteration 210Q: 3 clusters Score -2.563562e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150377 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -25635626.000000 Penalty: 6002.869629
	Iteration 211Q: 3 clusters Score -2.563563e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150397 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -25635624.000000 Penalty: 6002.869629
	Iteration 212Q: 3 clusters Score -2.563562e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -25635634.000000 Penalty: 6002.869629
	Iteration 213Q: 3 clusters Score -2.563563e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150433 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -25635670.000000 Penalty: 6002.869629
	Iteration 214Q: 3 clusters Score -2.563567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150460 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -25635670.000000 Penalty: 6002.869629
	Iteration 215Q: 3 clusters Score -2.563567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150477 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -25635676.000000 Penalty: 6002.869629
	Iteration 216Q: 3 clusters Score -2.563568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150490 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -25635694.000000 Penalty: 6002.869629
	Iteration 217Q: 3 clusters Score -2.563569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150503 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -25635722.000000 Penalty: 6002.869629
	Iteration 218Q: 3 clusters Score -2.563572e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150519 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -25635726.000000 Penalty: 6002.869629
	Iteration 219Q: 3 clusters Score -2.563573e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150532 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -25635712.000000 Penalty: 6002.869629
	Iteration 220F: 3 clusters Score -2.563571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150550 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -25635720.000000 Penalty: 6002.869629
	Iteration 221Q: 3 clusters Score -2.563572e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150575 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -25635714.000000 Penalty: 6002.869629
	Iteration 222Q: 3 clusters Score -2.563571e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150606 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -25635746.000000 Penalty: 6002.869629
	Iteration 223Q: 3 clusters Score -2.563575e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150635 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -25635750.000000 Penalty: 6002.869629
	Iteration 224Q: 3 clusters Score -2.563575e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -25635760.000000 Penalty: 6002.869629
	Iteration 225Q: 3 clusters Score -2.563576e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -25635788.000000 Penalty: 6002.869629
	Iteration 226Q: 3 clusters Score -2.563579e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -25635800.000000 Penalty: 6002.869629
	Iteration 227Q: 3 clusters Score -2.56358e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150718 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -25635802.000000 Penalty: 6002.869629
	Iteration 228Q: 3 clusters Score -2.56358e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150734 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -25635804.000000 Penalty: 6002.869629
	Iteration 229Q: 3 clusters Score -2.56358e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150751 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -25635774.000000 Penalty: 6002.869629
	Iteration 230Q: 3 clusters Score -2.563577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150766 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -25635750.000000 Penalty: 6002.869629
	Iteration 231Q: 3 clusters Score -2.563575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150773 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -25635756.000000 Penalty: 6002.869629
	Iteration 232Q: 3 clusters Score -2.563576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150781 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -25635754.000000 Penalty: 6002.869629
	Iteration 233Q: 3 clusters Score -2.563575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150787 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -25635766.000000 Penalty: 6002.869629
	Iteration 234Q: 3 clusters Score -2.563577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150792 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -25635776.000000 Penalty: 6002.869629
	Iteration 235Q: 3 clusters Score -2.563578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150793 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -25635778.000000 Penalty: 6002.869629
	Iteration 236Q: 3 clusters Score -2.563578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150797 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -25635790.000000 Penalty: 6002.869629
	Iteration 237Q: 3 clusters Score -2.563579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150798 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -25635790.000000 Penalty: 6002.869629
	Iteration 238Q: 3 clusters Score -2.563579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150798 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -25635776.000000 Penalty: 6002.869629
	Iteration 239Q: 3 clusters Score -2.563578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150798 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -25635776.000000 Penalty: 6002.869629
	Iteration 240F: 3 clusters Score -2.563578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150800 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -25635784.000000 Penalty: 6002.869629
	Iteration 241Q: 3 clusters Score -2.563578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150801 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -25635780.000000 Penalty: 6002.869629
	Iteration 242Q: 3 clusters Score -2.563578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150805 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -25635784.000000 Penalty: 6002.869629
	Iteration 243Q: 3 clusters Score -2.563578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150807 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -25635784.000000 Penalty: 6002.869629
	Iteration 244Q: 3 clusters Score -2.563578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150811 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -25635792.000000 Penalty: 6002.869629
	Iteration 245Q: 3 clusters Score -2.563579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150810 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -25635796.000000 Penalty: 6002.869629
	Iteration 246Q: 3 clusters Score -2.56358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150809 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -25635792.000000 Penalty: 6002.869629
	Iteration 247Q: 3 clusters Score -2.563579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150810 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -25635802.000000 Penalty: 6002.869629
	Iteration 248Q: 3 clusters Score -2.56358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150811 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -25635822.000000 Penalty: 6002.869629
	Iteration 249Q: 3 clusters Score -2.563582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150812 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -25635820.000000 Penalty: 6002.869629
	Iteration 250Q: 3 clusters Score -2.563582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150814 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -25635804.000000 Penalty: 6002.869629
	Iteration 251Q: 3 clusters Score -2.56358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150814 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -25635804.000000 Penalty: 6002.869629
	Iteration 252F: 3 clusters Score -2.56358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158871 members 
Entering Unmasked Estep 
Score: -22307410.000000 Penalty: 2970.010254
	Iteration 0F: 2 clusters Score -2.230741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -22203134.000000 Penalty: 5940.020508
	Iteration 0F: 3 clusters Score -2.220313e+07 nChanged 75877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -22247388.000000 Penalty: 5940.020508
	Iteration 1F: 3 clusters Score -2.224739e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -22248534.000000 Penalty: 5940.020508
	Iteration 2Q: 3 clusters Score -2.224853e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -22250062.000000 Penalty: 5940.020508
	Iteration 3Q: 3 clusters Score -2.225006e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -22252380.000000 Penalty: 5940.020508
	Iteration 4Q: 3 clusters Score -2.225238e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -22255618.000000 Penalty: 5940.020508
	Iteration 5Q: 3 clusters Score -2.225562e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 96046 members 
Entering Unmasked Estep 
Score: -22260260.000000 Penalty: 5940.020508
	Iteration 6Q: 3 clusters Score -2.226026e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 101653 members 
Entering Unmasked Estep 
Score: -22266818.000000 Penalty: 5940.020508
	Iteration 7F: 3 clusters Score -2.226682e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 107257 members 
Entering Unmasked Estep 
Score: -22274456.000000 Penalty: 5940.020508
	Iteration 8F: 3 clusters Score -2.227446e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 111986 members 
Entering Unmasked Estep 
Score: -22281234.000000 Penalty: 5940.020508
	Iteration 9F: 3 clusters Score -2.228123e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 115549 members 
Entering Unmasked Estep 
Score: -22286140.000000 Penalty: 5940.020508
	Iteration 10F: 3 clusters Score -2.228614e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 118294 members 
Entering Unmasked Estep 
Score: -22288836.000000 Penalty: 5940.020508
	Iteration 11Q: 3 clusters Score -2.228884e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 120788 members 
Entering Unmasked Estep 
Score: -22290162.000000 Penalty: 5940.020508
	Iteration 12Q: 3 clusters Score -2.229016e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -22291018.000000 Penalty: 5940.020508
	Iteration 13Q: 3 clusters Score -2.229102e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 125624 members 
Entering Unmasked Estep 
Score: -22292004.000000 Penalty: 5940.020508
	Iteration 14Q: 3 clusters Score -2.2292e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 128038 members 
Entering Unmasked Estep 
Score: -22292830.000000 Penalty: 5940.020508
	Iteration 15Q: 3 clusters Score -2.229283e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 130483 members 
Entering Unmasked Estep 
Score: -22293704.000000 Penalty: 5940.020508
	Iteration 16Q: 3 clusters Score -2.22937e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 132912 members 
Entering Unmasked Estep 
Score: -22294654.000000 Penalty: 5940.020508
	Iteration 17Q: 3 clusters Score -2.229465e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 135328 members 
Entering Unmasked Estep 
Score: -22295668.000000 Penalty: 5940.020508
	Iteration 18Q: 3 clusters Score -2.229567e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 137687 members 
Entering Unmasked Estep 
Score: -22296758.000000 Penalty: 5940.020508
	Iteration 19Q: 3 clusters Score -2.229676e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 140055 members 
Entering Unmasked Estep 
Score: -22297990.000000 Penalty: 5940.020508
	Iteration 20F: 3 clusters Score -2.229799e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 142306 members 
Entering Unmasked Estep 
Score: -22299086.000000 Penalty: 5940.020508
	Iteration 21Q: 3 clusters Score -2.229909e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 144441 members 
Entering Unmasked Estep 
Score: -22300204.000000 Penalty: 5940.020508
	Iteration 22Q: 3 clusters Score -2.23002e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 146352 members 
Entering Unmasked Estep 
Score: -22301094.000000 Penalty: 5940.020508
	Iteration 23Q: 3 clusters Score -2.230109e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 148033 members 
Entering Unmasked Estep 
Score: -22301948.000000 Penalty: 5940.020508
	Iteration 24Q: 3 clusters Score -2.230195e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 149618 members 
Entering Unmasked Estep 
Score: -22302700.000000 Penalty: 5940.020508
	Iteration 25Q: 3 clusters Score -2.23027e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 150964 members 
Entering Unmasked Estep 
Score: -22303374.000000 Penalty: 5940.020508
	Iteration 26Q: 3 clusters Score -2.230337e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 152129 members 
Entering Unmasked Estep 
Score: -22303786.000000 Penalty: 5940.020508
	Iteration 27Q: 3 clusters Score -2.230379e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 153064 members 
Entering Unmasked Estep 
Score: -22304118.000000 Penalty: 5940.020508
	Iteration 28Q: 3 clusters Score -2.230412e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 153841 members 
Entering Unmasked Estep 
Score: -22304324.000000 Penalty: 5940.020508
	Iteration 29Q: 3 clusters Score -2.230432e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 154466 members 
Entering Unmasked Estep 
Score: -22304596.000000 Penalty: 5940.020508
	Iteration 30Q: 3 clusters Score -2.23046e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -22304664.000000 Penalty: 5940.020508
	Iteration 31Q: 3 clusters Score -2.230466e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 155376 members 
Entering Unmasked Estep 
Score: -22304748.000000 Penalty: 5940.020508
	Iteration 32Q: 3 clusters Score -2.230475e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 155687 members 
Entering Unmasked Estep 
Score: -22304792.000000 Penalty: 5940.020508
	Iteration 33Q: 3 clusters Score -2.230479e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -22304806.000000 Penalty: 5940.020508
	Iteration 34Q: 3 clusters Score -2.230481e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 156144 members 
Entering Unmasked Estep 
Score: -22304864.000000 Penalty: 5940.020508
	Iteration 35Q: 3 clusters Score -2.230486e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 156317 members 
Entering Unmasked Estep 
Score: -22304868.000000 Penalty: 5940.020508
	Iteration 36Q: 3 clusters Score -2.230487e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -22304924.000000 Penalty: 5940.020508
	Iteration 37Q: 3 clusters Score -2.230492e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 156611 members 
Entering Unmasked Estep 
Score: -22304972.000000 Penalty: 5940.020508
	Iteration 38Q: 3 clusters Score -2.230497e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 156722 members 
Entering Unmasked Estep 
Score: -22304990.000000 Penalty: 5940.020508
	Iteration 39Q: 3 clusters Score -2.230499e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 156814 members 
Entering Unmasked Estep 
Score: -22305010.000000 Penalty: 5940.020508
	Iteration 40F: 3 clusters Score -2.230501e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 156898 members 
Entering Unmasked Estep 
Score: -22305046.000000 Penalty: 5940.020508
	Iteration 41Q: 3 clusters Score -2.230505e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -22305088.000000 Penalty: 5940.020508
	Iteration 42Q: 3 clusters Score -2.230509e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 157037 members 
Entering Unmasked Estep 
Score: -22305078.000000 Penalty: 5940.020508
	Iteration 43Q: 3 clusters Score -2.230508e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 157091 members 
Entering Unmasked Estep 
Score: -22305088.000000 Penalty: 5940.020508
	Iteration 44Q: 3 clusters Score -2.230509e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 157124 members 
Entering Unmasked Estep 
Score: -22305116.000000 Penalty: 5940.020508
	Iteration 45Q: 3 clusters Score -2.230512e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -22305088.000000 Penalty: 5940.020508
	Iteration 46Q: 3 clusters Score -2.230509e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 157179 members 
Entering Unmasked Estep 
Score: -22305098.000000 Penalty: 5940.020508
	Iteration 47Q: 3 clusters Score -2.23051e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 157193 members 
Entering Unmasked Estep 
Score: -22305108.000000 Penalty: 5940.020508
	Iteration 48Q: 3 clusters Score -2.230511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -22305104.000000 Penalty: 5940.020508
	Iteration 49Q: 3 clusters Score -2.23051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 157226 members 
Entering Unmasked Estep 
Score: -22305096.000000 Penalty: 5940.020508
	Iteration 50Q: 3 clusters Score -2.23051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 157243 members 
Entering Unmasked Estep 
Score: -22305086.000000 Penalty: 5940.020508
	Iteration 51Q: 3 clusters Score -2.230509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 157258 members 
Entering Unmasked Estep 
Score: -22305114.000000 Penalty: 5940.020508
	Iteration 52Q: 3 clusters Score -2.230511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 157275 members 
Entering Unmasked Estep 
Score: -22305116.000000 Penalty: 5940.020508
	Iteration 53Q: 3 clusters Score -2.230512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 157292 members 
Entering Unmasked Estep 
Score: -22305122.000000 Penalty: 5940.020508
	Iteration 54Q: 3 clusters Score -2.230512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 157306 members 
Entering Unmasked Estep 
Score: -22305098.000000 Penalty: 5940.020508
	Iteration 55Q: 3 clusters Score -2.23051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 157313 members 
Entering Unmasked Estep 
Score: -22305112.000000 Penalty: 5940.020508
	Iteration 56Q: 3 clusters Score -2.230511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 157319 members 
Entering Unmasked Estep 
Score: -22305102.000000 Penalty: 5940.020508
	Iteration 57Q: 3 clusters Score -2.23051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 157328 members 
Entering Unmasked Estep 
Score: -22305106.000000 Penalty: 5940.020508
	Iteration 58Q: 3 clusters Score -2.230511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 157336 members 
Entering Unmasked Estep 
Score: -22305100.000000 Penalty: 5940.020508
	Iteration 59Q: 3 clusters Score -2.23051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 157341 members 
Entering Unmasked Estep 
Score: -22305104.000000 Penalty: 5940.020508
	Iteration 60F: 3 clusters Score -2.23051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 157350 members 
Entering Unmasked Estep 
Score: -22305114.000000 Penalty: 5940.020508
	Iteration 61Q: 3 clusters Score -2.230511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 157349 members 
Entering Unmasked Estep 
Score: -22305112.000000 Penalty: 5940.020508
	Iteration 62Q: 3 clusters Score -2.230511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 157349 members 
Entering Unmasked Estep 
Score: -22305124.000000 Penalty: 5940.020508
	Iteration 63Q: 3 clusters Score -2.230512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -22305134.000000 Penalty: 5940.020508
	Iteration 64Q: 3 clusters Score -2.230513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 157367 members 
Entering Unmasked Estep 
Score: -22305144.000000 Penalty: 5940.020508
	Iteration 65Q: 3 clusters Score -2.230514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 157380 members 
Entering Unmasked Estep 
Score: -22305174.000000 Penalty: 5940.020508
	Iteration 66Q: 3 clusters Score -2.230517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 157394 members 
Entering Unmasked Estep 
Score: -22305150.000000 Penalty: 5940.020508
	Iteration 67Q: 3 clusters Score -2.230515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 157403 members 
Entering Unmasked Estep 
Score: -22305138.000000 Penalty: 5940.020508
	Iteration 68Q: 3 clusters Score -2.230514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 157416 members 
Entering Unmasked Estep 
Score: -22305132.000000 Penalty: 5940.020508
	Iteration 69Q: 3 clusters Score -2.230513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 157421 members 
Entering Unmasked Estep 
Score: -22305138.000000 Penalty: 5940.020508
	Iteration 70Q: 3 clusters Score -2.230514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 157427 members 
Entering Unmasked Estep 
Score: -22305140.000000 Penalty: 5940.020508
	Iteration 71Q: 3 clusters Score -2.230514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 157432 members 
Entering Unmasked Estep 
Score: -22305140.000000 Penalty: 5940.020508
	Iteration 72Q: 3 clusters Score -2.230514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 157435 members 
Entering Unmasked Estep 
Score: -22305132.000000 Penalty: 5940.020508
	Iteration 73Q: 3 clusters Score -2.230513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 157437 members 
Entering Unmasked Estep 
Score: -22305140.000000 Penalty: 5940.020508
	Iteration 74Q: 3 clusters Score -2.230514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 157440 members 
Entering Unmasked Estep 
Score: -22305140.000000 Penalty: 5940.020508
	Iteration 75Q: 3 clusters Score -2.230514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 157444 members 
Entering Unmasked Estep 
Score: -22305146.000000 Penalty: 5940.020508
	Iteration 76Q: 3 clusters Score -2.230515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 157449 members 
Entering Unmasked Estep 
Score: -22305148.000000 Penalty: 5940.020508
	Iteration 77Q: 3 clusters Score -2.230515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 157458 members 
Entering Unmasked Estep 
Score: -22305154.000000 Penalty: 5940.020508
	Iteration 78Q: 3 clusters Score -2.230515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 157469 members 
Entering Unmasked Estep 
Score: -22305160.000000 Penalty: 5940.020508
	Iteration 79Q: 3 clusters Score -2.230516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 157482 members 
Entering Unmasked Estep 
Score: -22305158.000000 Penalty: 5940.020508
	Iteration 80F: 3 clusters Score -2.230516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 157491 members 
Entering Unmasked Estep 
Score: -22305132.000000 Penalty: 5940.020508
	Iteration 81Q: 3 clusters Score -2.230513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -22305154.000000 Penalty: 5940.020508
	Iteration 82Q: 3 clusters Score -2.230515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 157502 members 
Entering Unmasked Estep 
Score: -22305176.000000 Penalty: 5940.020508
	Iteration 83Q: 3 clusters Score -2.230518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 157500 members 
Entering Unmasked Estep 
Score: -22305162.000000 Penalty: 5940.020508
	Iteration 84Q: 3 clusters Score -2.230516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 157502 members 
Entering Unmasked Estep 
Score: -22305158.000000 Penalty: 5940.020508
	Iteration 85Q: 3 clusters Score -2.230516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 157503 members 
Entering Unmasked Estep 
Score: -22305160.000000 Penalty: 5940.020508
	Iteration 86Q: 3 clusters Score -2.230516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 157503 members 
Entering Unmasked Estep 
Score: -22305160.000000 Penalty: 5940.020508
	Iteration 87F: 3 clusters Score -2.230516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107683 members 
Entering Unmasked Estep 
Score: -15290445.000000 Penalty: 2873.562988
	Iteration 0F: 2 clusters Score -1.529044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -15219194.000000 Penalty: 5747.125977
	Iteration 0F: 3 clusters Score -1.521919e+07 nChanged 50962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -15247916.000000 Penalty: 5747.125977
	Iteration 1F: 3 clusters Score -1.524792e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -15248771.000000 Penalty: 5747.125977
	Iteration 2Q: 3 clusters Score -1.524877e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -15249722.000000 Penalty: 5747.125977
	Iteration 3Q: 3 clusters Score -1.524972e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -15250960.000000 Penalty: 5747.125977
	Iteration 4Q: 3 clusters Score -1.525096e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -15252642.000000 Penalty: 5747.125977
	Iteration 5Q: 3 clusters Score -1.525264e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -15255398.000000 Penalty: 5747.125977
	Iteration 6F: 3 clusters Score -1.52554e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 75499 members 
Entering Unmasked Estep 
Score: -15259500.000000 Penalty: 5747.125977
	Iteration 7F: 3 clusters Score -1.52595e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -15265960.000000 Penalty: 5747.125977
	Iteration 8F: 3 clusters Score -1.526596e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -15274253.000000 Penalty: 5747.125977
	Iteration 9F: 3 clusters Score -1.527425e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 99732 members 
Entering Unmasked Estep 
Score: -15281530.000000 Penalty: 5747.125977
	Iteration 10F: 3 clusters Score -1.528153e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 104138 members 
Entering Unmasked Estep 
Score: -15285522.000000 Penalty: 5747.125977
	Iteration 11Q: 3 clusters Score -1.528552e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 106050 members 
Entering Unmasked Estep 
Score: -15287035.000000 Penalty: 5747.125977
	Iteration 12Q: 3 clusters Score -1.528704e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -15287633.000000 Penalty: 5747.125977
	Iteration 13Q: 3 clusters Score -1.528763e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 107011 members 
Entering Unmasked Estep 
Score: -15287846.000000 Penalty: 5747.125977
	Iteration 14Q: 3 clusters Score -1.528785e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 107100 members 
Entering Unmasked Estep 
Score: -15287940.000000 Penalty: 5747.125977
	Iteration 15Q: 3 clusters Score -1.528794e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 107158 members 
Entering Unmasked Estep 
Score: -15287994.000000 Penalty: 5747.125977
	Iteration 16Q: 3 clusters Score -1.528799e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 107193 members 
Entering Unmasked Estep 
Score: -15288021.000000 Penalty: 5747.125977
	Iteration 17Q: 3 clusters Score -1.528802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 107199 members 
Entering Unmasked Estep 
Score: -15288041.000000 Penalty: 5747.125977
	Iteration 18Q: 3 clusters Score -1.528804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 107208 members 
Entering Unmasked Estep 
Score: -15288064.000000 Penalty: 5747.125977
	Iteration 19Q: 3 clusters Score -1.528806e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -15288086.000000 Penalty: 5747.125977
	Iteration 20F: 3 clusters Score -1.528809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -15288083.000000 Penalty: 5747.125977
	Iteration 21Q: 3 clusters Score -1.528808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 107211 members 
Entering Unmasked Estep 
Score: -15288094.000000 Penalty: 5747.125977
	Iteration 22Q: 3 clusters Score -1.528809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 107209 members 
Entering Unmasked Estep 
Score: -15288093.000000 Penalty: 5747.125977
	Iteration 23Q: 3 clusters Score -1.528809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 107208 members 
Entering Unmasked Estep 
Score: -15288090.000000 Penalty: 5747.125977
	Iteration 24Q: 3 clusters Score -1.528809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 107208 members 
Entering Unmasked Estep 
Score: -15288090.000000 Penalty: 5747.125977
	Iteration 25F: 3 clusters Score -1.528809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Entering Unmasked Estep 
Score: -1405069.625000 Penalty: 2283.767334
	Iteration 0F: 2 clusters Score -1405070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1397441.125000 Penalty: 4567.534668
	Iteration 0F: 3 clusters Score -1397441 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1399660.750000 Penalty: 4567.534668
	Iteration 1F: 3 clusters Score -1399661 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1399954.500000 Penalty: 4567.534668
	Iteration 2F: 3 clusters Score -1399954 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1400190.625000 Penalty: 4567.534668
	Iteration 3Q: 3 clusters Score -1400191 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1400425.125000 Penalty: 4567.534668
	Iteration 4Q: 3 clusters Score -1400425 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1400641.375000 Penalty: 4567.534668
	Iteration 5Q: 3 clusters Score -1400641 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1400850.750000 Penalty: 4567.534668
	Iteration 6Q: 3 clusters Score -1400851 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1401097.875000 Penalty: 4567.534668
	Iteration 7Q: 3 clusters Score -1401098 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1401379.875000 Penalty: 4567.534668
	Iteration 8Q: 3 clusters Score -1401380 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1401711.125000 Penalty: 4567.534668
	Iteration 9Q: 3 clusters Score -1401711 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1402014.875000 Penalty: 4567.534668
	Iteration 10Q: 3 clusters Score -1402015 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1402292.375000 Penalty: 4567.534668
	Iteration 11Q: 3 clusters Score -1402292 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1402530.250000 Penalty: 4567.534668
	Iteration 12Q: 3 clusters Score -1402530 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1402710.375000 Penalty: 4567.534668
	Iteration 13Q: 3 clusters Score -1402710 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1402918.750000 Penalty: 4567.534668
	Iteration 14Q: 3 clusters Score -1402919 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1403098.500000 Penalty: 4567.534668
	Iteration 15Q: 3 clusters Score -1403098 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1403203.250000 Penalty: 4567.534668
	Iteration 16Q: 3 clusters Score -1403203 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1403247.375000 Penalty: 4567.534668
	Iteration 17Q: 3 clusters Score -1403247 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1403273.125000 Penalty: 4567.534668
	Iteration 18Q: 3 clusters Score -1403273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1403283.375000 Penalty: 4567.534668
	Iteration 19Q: 3 clusters Score -1403283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1403293.625000 Penalty: 4567.534668
	Iteration 20F: 3 clusters Score -1403294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1403300.625000 Penalty: 4567.534668
	Iteration 21Q: 3 clusters Score -1403301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1403301.250000 Penalty: 4567.534668
	Iteration 22Q: 3 clusters Score -1403301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1403302.500000 Penalty: 4567.534668
	Iteration 23Q: 3 clusters Score -1403302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1403304.250000 Penalty: 4567.534668
	Iteration 24Q: 3 clusters Score -1403304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1403303.250000 Penalty: 4567.534668
	Iteration 25Q: 3 clusters Score -1403303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1403303.875000 Penalty: 4567.534668
	Iteration 26Q: 3 clusters Score -1403304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1403304.750000 Penalty: 4567.534668
	Iteration 27Q: 3 clusters Score -1403305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1403306.500000 Penalty: 4567.534668
	Iteration 28Q: 3 clusters Score -1403306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1403307.250000 Penalty: 4567.534668
	Iteration 29Q: 3 clusters Score -1403307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1403309.250000 Penalty: 4567.534668
	Iteration 30Q: 3 clusters Score -1403309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1403308.125000 Penalty: 4567.534668
	Iteration 31Q: 3 clusters Score -1403308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1403308.125000 Penalty: 4567.534668
	Iteration 32F: 3 clusters Score -1403308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -102591.257812 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -102591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100849.007812 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -100849 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101325.640625 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -101325.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101525.851562 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -101525.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101631.375000 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -101631.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101786.671875 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -101786.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102067.851562 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -102067.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -102545.898438 Penalty: 3347.384766
	Iteration 6F: 3 clusters Score -102545.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102949.742188 Penalty: 3347.384766
	Iteration 7F: 3 clusters Score -102949.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -103081.148438 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -103081.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -103165.187500 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -103165.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103250.132812 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -103250.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -103319.687500 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -103319.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -103359.531250 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -103359.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -103392.304688 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -103392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -103406.828125 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -103406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -103412.546875 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -103412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -103420.039062 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -103420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -103427.421875 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -103427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -103427.421875 Penalty: 3347.384766
	Iteration 18F: 3 clusters Score -103427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27112 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158325 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 90942 members 
Mstep: Class 13 contains 180333 members 
Mstep: Class 14 contains 158871 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 245 members 
Mstep: Class 20 contains 83698 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90151 members 
Entering Unmasked Estep 
Score: -147039904.000000 Penalty: 72245.875000
Splitting cluster 19 changes total score from -147040832.000000 to -147039904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (83698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Entering Unmasked Estep 
Score: -11907191.000000 Penalty: 2811.072754
	Iteration 0F: 2 clusters Score -1.190719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -11851021.000000 Penalty: 5622.145508
	Iteration 0F: 3 clusters Score -1.185102e+07 nChanged 39489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -11873438.000000 Penalty: 5622.145508
	Iteration 1F: 3 clusters Score -1.187344e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -11874029.000000 Penalty: 5622.145508
	Iteration 2Q: 3 clusters Score -1.187403e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -11874593.000000 Penalty: 5622.145508
	Iteration 3Q: 3 clusters Score -1.187459e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -11875176.000000 Penalty: 5622.145508
	Iteration 4Q: 3 clusters Score -1.187518e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -11875823.000000 Penalty: 5622.145508
	Iteration 5Q: 3 clusters Score -1.187582e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -11876637.000000 Penalty: 5622.145508
	Iteration 6Q: 3 clusters Score -1.187664e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -11877923.000000 Penalty: 5622.145508
	Iteration 7Q: 3 clusters Score -1.187792e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -11879914.000000 Penalty: 5622.145508
	Iteration 8Q: 3 clusters Score -1.187991e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -11883046.000000 Penalty: 5622.145508
	Iteration 9F: 3 clusters Score -1.188305e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -11887213.000000 Penalty: 5622.145508
	Iteration 10F: 3 clusters Score -1.188721e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -11891458.000000 Penalty: 5622.145508
	Iteration 11F: 3 clusters Score -1.189146e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -11894892.000000 Penalty: 5622.145508
	Iteration 12F: 3 clusters Score -1.189489e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -11897114.000000 Penalty: 5622.145508
	Iteration 13Q: 3 clusters Score -1.189711e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -11898516.000000 Penalty: 5622.145508
	Iteration 14Q: 3 clusters Score -1.189852e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -11899681.000000 Penalty: 5622.145508
	Iteration 15Q: 3 clusters Score -1.189968e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -11900711.000000 Penalty: 5622.145508
	Iteration 16Q: 3 clusters Score -1.190071e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -11901655.000000 Penalty: 5622.145508
	Iteration 17Q: 3 clusters Score -1.190166e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -11902369.000000 Penalty: 5622.145508
	Iteration 18Q: 3 clusters Score -1.190237e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -11903091.000000 Penalty: 5622.145508
	Iteration 19Q: 3 clusters Score -1.190309e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78556 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -11903633.000000 Penalty: 5622.145508
	Iteration 20F: 3 clusters Score -1.190363e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -11904008.000000 Penalty: 5622.145508
	Iteration 21Q: 3 clusters Score -1.190401e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -11904293.000000 Penalty: 5622.145508
	Iteration 22Q: 3 clusters Score -1.190429e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -11904449.000000 Penalty: 5622.145508
	Iteration 23Q: 3 clusters Score -1.190445e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -11904601.000000 Penalty: 5622.145508
	Iteration 24Q: 3 clusters Score -1.19046e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -11904674.000000 Penalty: 5622.145508
	Iteration 25Q: 3 clusters Score -1.190467e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -11904736.000000 Penalty: 5622.145508
	Iteration 26Q: 3 clusters Score -1.190474e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -11904793.000000 Penalty: 5622.145508
	Iteration 27Q: 3 clusters Score -1.190479e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80828 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -11904808.000000 Penalty: 5622.145508
	Iteration 28Q: 3 clusters Score -1.190481e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -11904817.000000 Penalty: 5622.145508
	Iteration 29Q: 3 clusters Score -1.190482e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -11904856.000000 Penalty: 5622.145508
	Iteration 30Q: 3 clusters Score -1.190486e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -11904892.000000 Penalty: 5622.145508
	Iteration 31Q: 3 clusters Score -1.190489e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -11904905.000000 Penalty: 5622.145508
	Iteration 32Q: 3 clusters Score -1.19049e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -11904915.000000 Penalty: 5622.145508
	Iteration 33Q: 3 clusters Score -1.190492e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81259 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -11904938.000000 Penalty: 5622.145508
	Iteration 34Q: 3 clusters Score -1.190494e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81300 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -11904950.000000 Penalty: 5622.145508
	Iteration 35Q: 3 clusters Score -1.190495e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -11904949.000000 Penalty: 5622.145508
	Iteration 36Q: 3 clusters Score -1.190495e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -11904978.000000 Penalty: 5622.145508
	Iteration 37Q: 3 clusters Score -1.190498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81382 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -11904977.000000 Penalty: 5622.145508
	Iteration 38Q: 3 clusters Score -1.190498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -11904992.000000 Penalty: 5622.145508
	Iteration 39Q: 3 clusters Score -1.190499e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -11905016.000000 Penalty: 5622.145508
	Iteration 40F: 3 clusters Score -1.190502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -11905012.000000 Penalty: 5622.145508
	Iteration 41Q: 3 clusters Score -1.190501e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -11905030.000000 Penalty: 5622.145508
	Iteration 42Q: 3 clusters Score -1.190503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81459 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -11905038.000000 Penalty: 5622.145508
	Iteration 43Q: 3 clusters Score -1.190504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -11905039.000000 Penalty: 5622.145508
	Iteration 44Q: 3 clusters Score -1.190504e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81498 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -11905034.000000 Penalty: 5622.145508
	Iteration 45Q: 3 clusters Score -1.190503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -11905039.000000 Penalty: 5622.145508
	Iteration 46Q: 3 clusters Score -1.190504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -11905016.000000 Penalty: 5622.145508
	Iteration 47Q: 3 clusters Score -1.190502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -11905017.000000 Penalty: 5622.145508
	Iteration 48Q: 3 clusters Score -1.190502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -11905031.000000 Penalty: 5622.145508
	Iteration 49Q: 3 clusters Score -1.190503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -11905028.000000 Penalty: 5622.145508
	Iteration 50Q: 3 clusters Score -1.190503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -11905018.000000 Penalty: 5622.145508
	Iteration 51Q: 3 clusters Score -1.190502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -11905020.000000 Penalty: 5622.145508
	Iteration 52Q: 3 clusters Score -1.190502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -11905019.000000 Penalty: 5622.145508
	Iteration 53Q: 3 clusters Score -1.190502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -11905023.000000 Penalty: 5622.145508
	Iteration 54Q: 3 clusters Score -1.190502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -11905022.000000 Penalty: 5622.145508
	Iteration 55Q: 3 clusters Score -1.190502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -11905039.000000 Penalty: 5622.145508
	Iteration 56Q: 3 clusters Score -1.190504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -11905039.000000 Penalty: 5622.145508
	Iteration 57Q: 3 clusters Score -1.190504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -11905045.000000 Penalty: 5622.145508
	Iteration 58Q: 3 clusters Score -1.190504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -11905038.000000 Penalty: 5622.145508
	Iteration 59Q: 3 clusters Score -1.190504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -11905039.000000 Penalty: 5622.145508
	Iteration 60F: 3 clusters Score -1.190504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -11905051.000000 Penalty: 5622.145508
	Iteration 61Q: 3 clusters Score -1.190505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -11905041.000000 Penalty: 5622.145508
	Iteration 62Q: 3 clusters Score -1.190504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -11905047.000000 Penalty: 5622.145508
	Iteration 63Q: 3 clusters Score -1.190505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81623 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -11905066.000000 Penalty: 5622.145508
	Iteration 64Q: 3 clusters Score -1.190507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -11905065.000000 Penalty: 5622.145508
	Iteration 65Q: 3 clusters Score -1.190506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -11905065.000000 Penalty: 5622.145508
	Iteration 66F: 3 clusters Score -1.190506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -299210.156250 Penalty: 1911.128418
	Iteration 0F: 2 clusters Score -299210.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -296473.750000 Penalty: 3822.256836
	Iteration 0F: 3 clusters Score -296473.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296985.250000 Penalty: 3822.256836
	Iteration 1F: 3 clusters Score -296985.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -297114.750000 Penalty: 3822.256836
	Iteration 2F: 3 clusters Score -297114.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -297188.531250 Penalty: 3822.256836
	Iteration 3Q: 3 clusters Score -297188.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -297221.468750 Penalty: 3822.256836
	Iteration 4Q: 3 clusters Score -297221.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -297249.625000 Penalty: 3822.256836
	Iteration 5Q: 3 clusters Score -297249.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -297269.687500 Penalty: 3822.256836
	Iteration 6Q: 3 clusters Score -297269.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -297291.093750 Penalty: 3822.256836
	Iteration 7Q: 3 clusters Score -297291.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -297309.218750 Penalty: 3822.256836
	Iteration 8Q: 3 clusters Score -297309.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -297324.906250 Penalty: 3822.256836
	Iteration 9Q: 3 clusters Score -297324.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -297339.343750 Penalty: 3822.256836
	Iteration 10Q: 3 clusters Score -297339.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -297350.062500 Penalty: 3822.256836
	Iteration 11Q: 3 clusters Score -297350.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -297356.281250 Penalty: 3822.256836
	Iteration 12Q: 3 clusters Score -297356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -297358.281250 Penalty: 3822.256836
	Iteration 13Q: 3 clusters Score -297358.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -297363.000000 Penalty: 3822.256836
	Iteration 14Q: 3 clusters Score -297363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -297365.937500 Penalty: 3822.256836
	Iteration 15Q: 3 clusters Score -297365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -297367.500000 Penalty: 3822.256836
	Iteration 16Q: 3 clusters Score -297367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -297371.687500 Penalty: 3822.256836
	Iteration 17Q: 3 clusters Score -297371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -297375.093750 Penalty: 3822.256836
	Iteration 18Q: 3 clusters Score -297375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -297379.375000 Penalty: 3822.256836
	Iteration 19Q: 3 clusters Score -297379.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -297383.875000 Penalty: 3822.256836
	Iteration 20F: 3 clusters Score -297383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -297389.406250 Penalty: 3822.256836
	Iteration 21Q: 3 clusters Score -297389.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -297393.468750 Penalty: 3822.256836
	Iteration 22Q: 3 clusters Score -297393.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -297401.218750 Penalty: 3822.256836
	Iteration 23Q: 3 clusters Score -297401.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -297414.125000 Penalty: 3822.256836
	Iteration 24Q: 3 clusters Score -297414.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -297422.468750 Penalty: 3822.256836
	Iteration 25Q: 3 clusters Score -297422.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -297430.468750 Penalty: 3822.256836
	Iteration 26Q: 3 clusters Score -297430.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -297439.406250 Penalty: 3822.256836
	Iteration 27Q: 3 clusters Score -297439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -297441.625000 Penalty: 3822.256836
	Iteration 28Q: 3 clusters Score -297441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -297442.875000 Penalty: 3822.256836
	Iteration 29Q: 3 clusters Score -297442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -297442.250000 Penalty: 3822.256836
	Iteration 30Q: 3 clusters Score -297442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -297443.406250 Penalty: 3822.256836
	Iteration 31Q: 3 clusters Score -297443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -297444.656250 Penalty: 3822.256836
	Iteration 32Q: 3 clusters Score -297444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -297444.875000 Penalty: 3822.256836
	Iteration 33Q: 3 clusters Score -297444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -297445.218750 Penalty: 3822.256836
	Iteration 34Q: 3 clusters Score -297445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -297446.500000 Penalty: 3822.256836
	Iteration 35Q: 3 clusters Score -297446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -297448.468750 Penalty: 3822.256836
	Iteration 36Q: 3 clusters Score -297448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -297450.125000 Penalty: 3822.256836
	Iteration 37Q: 3 clusters Score -297450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -297452.156250 Penalty: 3822.256836
	Iteration 38Q: 3 clusters Score -297452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -297452.562500 Penalty: 3822.256836
	Iteration 39Q: 3 clusters Score -297452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -297452.718750 Penalty: 3822.256836
	Iteration 40F: 3 clusters Score -297452.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -297452.968750 Penalty: 3822.256836
	Iteration 41Q: 3 clusters Score -297453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -297452.843750 Penalty: 3822.256836
	Iteration 42Q: 3 clusters Score -297452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -297452.843750 Penalty: 3822.256836
	Iteration 43F: 3 clusters Score -297452.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -57325.082031 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -57325.08 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 216 members 
Entering Unmasked Estep 
Score: -55992.589844 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -55992.59 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56476.496094 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -56476.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -56858.062500 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -56858.06 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -57243.738281 Penalty: 3025.758301
	Iteration 3F: 3 clusters Score -57243.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -57447.804688 Penalty: 3025.758301
	Iteration 4F: 3 clusters Score -57447.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -57513.828125 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -57513.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -57663.621094 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -57663.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -57803.984375 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -57803.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -58031.414062 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -58031.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -58076.304688 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -58076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -58086.785156 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -58086.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -58160.945312 Penalty: 3025.758301
	Iteration 11F: 3 clusters Score -58160.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -58550.609375 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -58550.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -58558.339844 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -58558.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -58561.375000 Penalty: 3025.758301
	Iteration 14Q: 3 clusters Score -58561.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -58561.375000 Penalty: 3025.758301
	Iteration 15F: 3 clusters Score -58561.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27112 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158325 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 91 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 90942 members 
Mstep: Class 13 contains 180333 members 
Mstep: Class 14 contains 158871 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83698 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 355 members 
Mstep: Class 23 contains 90151 members 
Entering Unmasked Estep 
Score: -147040240.000000 Penalty: 72245.875000
Splitting cluster 22 changes total score from -147040832.000000 to -147040240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (90151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Entering Unmasked Estep 
Score: -12810887.000000 Penalty: 2829.491943
	Iteration 0F: 2 clusters Score -1.281089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -12750874.000000 Penalty: 5658.983887
	Iteration 0F: 3 clusters Score -1.275087e+07 nChanged 42325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -12775041.000000 Penalty: 5658.983887
	Iteration 1F: 3 clusters Score -1.277504e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -12775723.000000 Penalty: 5658.983887
	Iteration 2Q: 3 clusters Score -1.277572e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -12776392.000000 Penalty: 5658.983887
	Iteration 3Q: 3 clusters Score -1.277639e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -12777046.000000 Penalty: 5658.983887
	Iteration 4Q: 3 clusters Score -1.277705e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -12777800.000000 Penalty: 5658.983887
	Iteration 5Q: 3 clusters Score -1.27778e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -12778672.000000 Penalty: 5658.983887
	Iteration 6Q: 3 clusters Score -1.277867e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -12779755.000000 Penalty: 5658.983887
	Iteration 7Q: 3 clusters Score -1.277976e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -12781323.000000 Penalty: 5658.983887
	Iteration 8Q: 3 clusters Score -1.278132e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -12783809.000000 Penalty: 5658.983887
	Iteration 9Q: 3 clusters Score -1.278381e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -12787454.000000 Penalty: 5658.983887
	Iteration 10F: 3 clusters Score -1.278745e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -12791872.000000 Penalty: 5658.983887
	Iteration 11F: 3 clusters Score -1.279187e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -12795599.000000 Penalty: 5658.983887
	Iteration 12F: 3 clusters Score -1.27956e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -12797495.000000 Penalty: 5658.983887
	Iteration 13Q: 3 clusters Score -1.27975e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -12798375.000000 Penalty: 5658.983887
	Iteration 14Q: 3 clusters Score -1.279838e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -12799173.000000 Penalty: 5658.983887
	Iteration 15Q: 3 clusters Score -1.279917e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -12799693.000000 Penalty: 5658.983887
	Iteration 16Q: 3 clusters Score -1.279969e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -12800310.000000 Penalty: 5658.983887
	Iteration 17Q: 3 clusters Score -1.280031e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -12800839.000000 Penalty: 5658.983887
	Iteration 18Q: 3 clusters Score -1.280084e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -12801430.000000 Penalty: 5658.983887
	Iteration 19Q: 3 clusters Score -1.280143e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -12802031.000000 Penalty: 5658.983887
	Iteration 20F: 3 clusters Score -1.280203e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -12802640.000000 Penalty: 5658.983887
	Iteration 21Q: 3 clusters Score -1.280264e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -12803190.000000 Penalty: 5658.983887
	Iteration 22Q: 3 clusters Score -1.280319e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -12803674.000000 Penalty: 5658.983887
	Iteration 23Q: 3 clusters Score -1.280367e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -12804198.000000 Penalty: 5658.983887
	Iteration 24Q: 3 clusters Score -1.28042e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -12804702.000000 Penalty: 5658.983887
	Iteration 25Q: 3 clusters Score -1.28047e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -12805097.000000 Penalty: 5658.983887
	Iteration 26Q: 3 clusters Score -1.28051e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -12805472.000000 Penalty: 5658.983887
	Iteration 27Q: 3 clusters Score -1.280547e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -12805804.000000 Penalty: 5658.983887
	Iteration 28Q: 3 clusters Score -1.28058e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -12806239.000000 Penalty: 5658.983887
	Iteration 29Q: 3 clusters Score -1.280624e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -12806590.000000 Penalty: 5658.983887
	Iteration 30Q: 3 clusters Score -1.280659e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -12806917.000000 Penalty: 5658.983887
	Iteration 31Q: 3 clusters Score -1.280692e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -12807160.000000 Penalty: 5658.983887
	Iteration 32Q: 3 clusters Score -1.280716e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -12807407.000000 Penalty: 5658.983887
	Iteration 33Q: 3 clusters Score -1.280741e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -12807554.000000 Penalty: 5658.983887
	Iteration 34Q: 3 clusters Score -1.280755e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -12807664.000000 Penalty: 5658.983887
	Iteration 35Q: 3 clusters Score -1.280766e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -12807782.000000 Penalty: 5658.983887
	Iteration 36Q: 3 clusters Score -1.280778e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -12807865.000000 Penalty: 5658.983887
	Iteration 37Q: 3 clusters Score -1.280786e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87355 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -12807973.000000 Penalty: 5658.983887
	Iteration 38Q: 3 clusters Score -1.280797e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87587 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -12808024.000000 Penalty: 5658.983887
	Iteration 39Q: 3 clusters Score -1.280802e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -12808134.000000 Penalty: 5658.983887
	Iteration 40F: 3 clusters Score -1.280813e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -12808170.000000 Penalty: 5658.983887
	Iteration 41Q: 3 clusters Score -1.280817e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -12808229.000000 Penalty: 5658.983887
	Iteration 42Q: 3 clusters Score -1.280823e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -12808264.000000 Penalty: 5658.983887
	Iteration 43Q: 3 clusters Score -1.280826e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -12808297.000000 Penalty: 5658.983887
	Iteration 44Q: 3 clusters Score -1.28083e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -12808335.000000 Penalty: 5658.983887
	Iteration 45Q: 3 clusters Score -1.280834e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -12808357.000000 Penalty: 5658.983887
	Iteration 46Q: 3 clusters Score -1.280836e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88591 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -12808395.000000 Penalty: 5658.983887
	Iteration 47Q: 3 clusters Score -1.28084e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -12808408.000000 Penalty: 5658.983887
	Iteration 48Q: 3 clusters Score -1.280841e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -12808440.000000 Penalty: 5658.983887
	Iteration 49Q: 3 clusters Score -1.280844e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88755 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -12808445.000000 Penalty: 5658.983887
	Iteration 50Q: 3 clusters Score -1.280844e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -12808468.000000 Penalty: 5658.983887
	Iteration 51Q: 3 clusters Score -1.280847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88821 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -12808473.000000 Penalty: 5658.983887
	Iteration 52Q: 3 clusters Score -1.280847e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -12808490.000000 Penalty: 5658.983887
	Iteration 53Q: 3 clusters Score -1.280849e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -12808511.000000 Penalty: 5658.983887
	Iteration 54Q: 3 clusters Score -1.280851e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12808513.000000 Penalty: 5658.983887
	Iteration 55Q: 3 clusters Score -1.280851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -12808502.000000 Penalty: 5658.983887
	Iteration 56Q: 3 clusters Score -1.28085e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -12808507.000000 Penalty: 5658.983887
	Iteration 57Q: 3 clusters Score -1.280851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -12808505.000000 Penalty: 5658.983887
	Iteration 58Q: 3 clusters Score -1.28085e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12808515.000000 Penalty: 5658.983887
	Iteration 59Q: 3 clusters Score -1.280852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -12808535.000000 Penalty: 5658.983887
	Iteration 60F: 3 clusters Score -1.280854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -12808551.000000 Penalty: 5658.983887
	Iteration 61Q: 3 clusters Score -1.280855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -12808561.000000 Penalty: 5658.983887
	Iteration 62Q: 3 clusters Score -1.280856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12808561.000000 Penalty: 5658.983887
	Iteration 63Q: 3 clusters Score -1.280856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -12808556.000000 Penalty: 5658.983887
	Iteration 64Q: 3 clusters Score -1.280856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12808571.000000 Penalty: 5658.983887
	Iteration 65Q: 3 clusters Score -1.280857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12808580.000000 Penalty: 5658.983887
	Iteration 66Q: 3 clusters Score -1.280858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12808584.000000 Penalty: 5658.983887
	Iteration 67Q: 3 clusters Score -1.280858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89088 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -12808590.000000 Penalty: 5658.983887
	Iteration 68Q: 3 clusters Score -1.280859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12808588.000000 Penalty: 5658.983887
	Iteration 69Q: 3 clusters Score -1.280859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12808579.000000 Penalty: 5658.983887
	Iteration 70Q: 3 clusters Score -1.280858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12808587.000000 Penalty: 5658.983887
	Iteration 71Q: 3 clusters Score -1.280859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -12808575.000000 Penalty: 5658.983887
	Iteration 72Q: 3 clusters Score -1.280858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -12808584.000000 Penalty: 5658.983887
	Iteration 73Q: 3 clusters Score -1.280858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12808585.000000 Penalty: 5658.983887
	Iteration 74Q: 3 clusters Score -1.280858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12808587.000000 Penalty: 5658.983887
	Iteration 75Q: 3 clusters Score -1.280859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12808593.000000 Penalty: 5658.983887
	Iteration 76Q: 3 clusters Score -1.280859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12808592.000000 Penalty: 5658.983887
	Iteration 77Q: 3 clusters Score -1.280859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12808592.000000 Penalty: 5658.983887
	Iteration 78F: 3 clusters Score -1.280859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27112 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158325 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 90942 members 
Mstep: Class 13 contains 180333 members 
Mstep: Class 14 contains 158871 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83698 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 279Q: 21 clusters Score -1.470409e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27113 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 158320 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 90944 members 
Mstep: Class 13 contains 180331 members 
Mstep: Class 14 contains 158877 members 
Mstep: Class 16 contains 107684 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83697 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040848.000000 Penalty: 68805.593750
Iteration 280F: 21 clusters Score -1.470408e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27113 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 158327 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 90948 members 
Mstep: Class 13 contains 180330 members 
Mstep: Class 14 contains 158874 members 
Mstep: Class 16 contains 107682 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83694 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 281Q: 21 clusters Score -1.470409e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27114 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158326 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 90948 members 
Mstep: Class 13 contains 180332 members 
Mstep: Class 14 contains 158873 members 
Mstep: Class 16 contains 107681 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83694 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040832.000000 Penalty: 68805.593750
Iteration 282Q: 21 clusters Score -1.470408e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27115 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158323 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42202 members 
Mstep: Class 12 contains 90949 members 
Mstep: Class 13 contains 180332 members 
Mstep: Class 14 contains 158867 members 
Mstep: Class 16 contains 107681 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83698 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040880.000000 Penalty: 68805.593750
Iteration 283Q: 21 clusters Score -1.470409e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27115 members 
Mstep: Class 3 contains 24331 members 
Mstep: Class 4 contains 158319 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17259 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 90952 members 
Mstep: Class 13 contains 180331 members 
Mstep: Class 14 contains 158866 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83702 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 284Q: 21 clusters Score -1.470409e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27116 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158318 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57637 members 
Mstep: Class 10 contains 17260 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 90951 members 
Mstep: Class 13 contains 180328 members 
Mstep: Class 14 contains 158865 members 
Mstep: Class 16 contains 107684 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83705 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040928.000000 Penalty: 68805.593750
Iteration 285Q: 21 clusters Score -1.470409e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27115 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158317 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57638 members 
Mstep: Class 10 contains 17259 members 
Mstep: Class 11 contains 42202 members 
Mstep: Class 12 contains 90956 members 
Mstep: Class 13 contains 180330 members 
Mstep: Class 14 contains 158863 members 
Mstep: Class 16 contains 107684 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83702 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040800.000000 Penalty: 68805.593750
Iteration 286Q: 21 clusters Score -1.470408e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27116 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158321 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57638 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 42202 members 
Mstep: Class 12 contains 90957 members 
Mstep: Class 13 contains 180328 members 
Mstep: Class 14 contains 158862 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83701 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040880.000000 Penalty: 68805.593750
Iteration 287Q: 21 clusters Score -1.470409e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27117 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 158320 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57638 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42202 members 
Mstep: Class 12 contains 90955 members 
Mstep: Class 13 contains 180328 members 
Mstep: Class 14 contains 158869 members 
Mstep: Class 16 contains 107683 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83702 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040816.000000 Penalty: 68805.593750
Iteration 288Q: 21 clusters Score -1.470408e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27116 members 
Mstep: Class 3 contains 24331 members 
Mstep: Class 4 contains 158316 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57640 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42202 members 
Mstep: Class 12 contains 90954 members 
Mstep: Class 13 contains 180329 members 
Mstep: Class 14 contains 158870 members 
Mstep: Class 16 contains 107687 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83701 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 289Q: 21 clusters Score -1.470409e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27117 members 
Mstep: Class 3 contains 24331 members 
Mstep: Class 4 contains 158316 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57641 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42203 members 
Mstep: Class 12 contains 90956 members 
Mstep: Class 13 contains 180327 members 
Mstep: Class 14 contains 158870 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83697 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040816.000000 Penalty: 68805.593750
Iteration 290Q: 21 clusters Score -1.470408e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27119 members 
Mstep: Class 3 contains 24331 members 
Mstep: Class 4 contains 158314 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57640 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42203 members 
Mstep: Class 12 contains 90959 members 
Mstep: Class 13 contains 180325 members 
Mstep: Class 14 contains 158869 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83700 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040816.000000 Penalty: 68805.593750
Iteration 291Q: 21 clusters Score -1.470408e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27121 members 
Mstep: Class 3 contains 24331 members 
Mstep: Class 4 contains 158310 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57639 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42203 members 
Mstep: Class 12 contains 90963 members 
Mstep: Class 13 contains 180321 members 
Mstep: Class 14 contains 158873 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83700 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 292Q: 21 clusters Score -1.470409e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27123 members 
Mstep: Class 3 contains 24331 members 
Mstep: Class 4 contains 158304 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42204 members 
Mstep: Class 12 contains 90968 members 
Mstep: Class 13 contains 180316 members 
Mstep: Class 14 contains 158880 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83700 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 293Q: 21 clusters Score -1.470409e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 24330 members 
Mstep: Class 4 contains 158298 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42205 members 
Mstep: Class 12 contains 90971 members 
Mstep: Class 13 contains 180313 members 
Mstep: Class 14 contains 158888 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83704 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 294Q: 21 clusters Score -1.470409e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27123 members 
Mstep: Class 3 contains 24330 members 
Mstep: Class 4 contains 158296 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 90973 members 
Mstep: Class 13 contains 180309 members 
Mstep: Class 14 contains 158892 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83704 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040880.000000 Penalty: 68805.593750
Iteration 295Q: 21 clusters Score -1.470409e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27124 members 
Mstep: Class 3 contains 24329 members 
Mstep: Class 4 contains 158295 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57637 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 90974 members 
Mstep: Class 13 contains 180308 members 
Mstep: Class 14 contains 158895 members 
Mstep: Class 16 contains 107686 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83704 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040944.000000 Penalty: 68805.593750
Iteration 296Q: 21 clusters Score -1.470409e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27124 members 
Mstep: Class 3 contains 24326 members 
Mstep: Class 4 contains 158292 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 90976 members 
Mstep: Class 13 contains 180309 members 
Mstep: Class 14 contains 158901 members 
Mstep: Class 16 contains 107686 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83704 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 297Q: 21 clusters Score -1.470409e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27124 members 
Mstep: Class 3 contains 24326 members 
Mstep: Class 4 contains 158291 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17255 members 
Mstep: Class 11 contains 42205 members 
Mstep: Class 12 contains 90979 members 
Mstep: Class 13 contains 180305 members 
Mstep: Class 14 contains 158904 members 
Mstep: Class 16 contains 107686 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83705 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040896.000000 Penalty: 68805.593750
Iteration 298Q: 21 clusters Score -1.470409e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27124 members 
Mstep: Class 3 contains 24326 members 
Mstep: Class 4 contains 158292 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17251 members 
Mstep: Class 11 contains 42204 members 
Mstep: Class 12 contains 90979 members 
Mstep: Class 13 contains 180303 members 
Mstep: Class 14 contains 158909 members 
Mstep: Class 16 contains 107687 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83706 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040944.000000 Penalty: 68805.593750
Iteration 299Q: 21 clusters Score -1.470409e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27124 members 
Mstep: Class 3 contains 24326 members 
Mstep: Class 4 contains 158291 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57637 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 42204 members 
Mstep: Class 12 contains 90980 members 
Mstep: Class 13 contains 180301 members 
Mstep: Class 14 contains 158915 members 
Mstep: Class 16 contains 107687 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83706 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040896.000000 Penalty: 68805.593750
Iteration 300F: 21 clusters Score -1.470409e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27125 members 
Mstep: Class 3 contains 24326 members 
Mstep: Class 4 contains 158289 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57639 members 
Mstep: Class 10 contains 17244 members 
Mstep: Class 11 contains 42205 members 
Mstep: Class 12 contains 90982 members 
Mstep: Class 13 contains 180298 members 
Mstep: Class 14 contains 158915 members 
Mstep: Class 16 contains 107687 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83707 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 301Q: 21 clusters Score -1.470409e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27126 members 
Mstep: Class 3 contains 24326 members 
Mstep: Class 4 contains 158284 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57639 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 90980 members 
Mstep: Class 13 contains 180295 members 
Mstep: Class 14 contains 158918 members 
Mstep: Class 16 contains 107687 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83709 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040896.000000 Penalty: 68805.593750
Iteration 302Q: 21 clusters Score -1.470409e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27129 members 
Mstep: Class 3 contains 24326 members 
Mstep: Class 4 contains 158281 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57640 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42209 members 
Mstep: Class 12 contains 90979 members 
Mstep: Class 13 contains 180291 members 
Mstep: Class 14 contains 158918 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83709 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 303Q: 21 clusters Score -1.470409e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27129 members 
Mstep: Class 3 contains 24326 members 
Mstep: Class 4 contains 158277 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57639 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 90980 members 
Mstep: Class 13 contains 180291 members 
Mstep: Class 14 contains 158922 members 
Mstep: Class 16 contains 107687 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83711 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040896.000000 Penalty: 68805.593750
Iteration 304Q: 21 clusters Score -1.470409e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 3 contains 24324 members 
Mstep: Class 4 contains 158277 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 90981 members 
Mstep: Class 13 contains 180293 members 
Mstep: Class 14 contains 158922 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83711 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040816.000000 Penalty: 68805.593750
Iteration 305Q: 21 clusters Score -1.470408e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 3 contains 24321 members 
Mstep: Class 4 contains 158282 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 90981 members 
Mstep: Class 13 contains 180295 members 
Mstep: Class 14 contains 158922 members 
Mstep: Class 16 contains 107686 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83712 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040832.000000 Penalty: 68805.593750
Iteration 306Q: 21 clusters Score -1.470408e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 3 contains 24320 members 
Mstep: Class 4 contains 158280 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 90983 members 
Mstep: Class 13 contains 180295 members 
Mstep: Class 14 contains 158921 members 
Mstep: Class 16 contains 107686 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83714 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040832.000000 Penalty: 68805.593750
Iteration 307Q: 21 clusters Score -1.470408e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 3 contains 24319 members 
Mstep: Class 4 contains 158282 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 90983 members 
Mstep: Class 13 contains 180295 members 
Mstep: Class 14 contains 158918 members 
Mstep: Class 16 contains 107687 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83714 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040880.000000 Penalty: 68805.593750
Iteration 308Q: 21 clusters Score -1.470409e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 3 contains 24319 members 
Mstep: Class 4 contains 158285 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 90983 members 
Mstep: Class 13 contains 180295 members 
Mstep: Class 14 contains 158916 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83713 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040896.000000 Penalty: 68805.593750
Iteration 309Q: 21 clusters Score -1.470409e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 3 contains 24319 members 
Mstep: Class 4 contains 158281 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 90983 members 
Mstep: Class 13 contains 180294 members 
Mstep: Class 14 contains 158917 members 
Mstep: Class 16 contains 107689 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83714 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040896.000000 Penalty: 68805.593750
Iteration 310Q: 21 clusters Score -1.470409e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 3 contains 24318 members 
Mstep: Class 4 contains 158281 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 90983 members 
Mstep: Class 13 contains 180295 members 
Mstep: Class 14 contains 158915 members 
Mstep: Class 16 contains 107690 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83715 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040944.000000 Penalty: 68805.593750
Iteration 311Q: 21 clusters Score -1.470409e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 3 contains 24318 members 
Mstep: Class 4 contains 158279 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 90985 members 
Mstep: Class 13 contains 180292 members 
Mstep: Class 14 contains 158916 members 
Mstep: Class 16 contains 107691 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83716 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 312Q: 21 clusters Score -1.470409e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 3 contains 24318 members 
Mstep: Class 4 contains 158278 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42209 members 
Mstep: Class 12 contains 90985 members 
Mstep: Class 13 contains 180289 members 
Mstep: Class 14 contains 158916 members 
Mstep: Class 16 contains 107690 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83719 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040896.000000 Penalty: 68805.593750
Iteration 313Q: 21 clusters Score -1.470409e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 158279 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 90985 members 
Mstep: Class 13 contains 180289 members 
Mstep: Class 14 contains 158914 members 
Mstep: Class 16 contains 107687 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83722 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040960.000000 Penalty: 68805.593750
Iteration 314Q: 21 clusters Score -1.47041e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 3 contains 24316 members 
Mstep: Class 4 contains 158280 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 90985 members 
Mstep: Class 13 contains 180288 members 
Mstep: Class 14 contains 158916 members 
Mstep: Class 16 contains 107688 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83722 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040944.000000 Penalty: 68805.593750
Iteration 315Q: 21 clusters Score -1.470409e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 3 contains 24312 members 
Mstep: Class 4 contains 158282 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42212 members 
Mstep: Class 12 contains 90985 members 
Mstep: Class 13 contains 180289 members 
Mstep: Class 14 contains 158914 members 
Mstep: Class 16 contains 107690 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83722 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040896.000000 Penalty: 68805.593750
Iteration 316Q: 21 clusters Score -1.470409e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27130 members 
Mstep: Class 3 contains 24305 members 
Mstep: Class 4 contains 158282 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42213 members 
Mstep: Class 12 contains 90986 members 
Mstep: Class 13 contains 180292 members 
Mstep: Class 14 contains 158913 members 
Mstep: Class 16 contains 107692 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83722 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040928.000000 Penalty: 68805.593750
Iteration 317Q: 21 clusters Score -1.470409e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 3 contains 24300 members 
Mstep: Class 4 contains 158283 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42214 members 
Mstep: Class 12 contains 90986 members 
Mstep: Class 13 contains 180296 members 
Mstep: Class 14 contains 158909 members 
Mstep: Class 16 contains 107694 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83720 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040928.000000 Penalty: 68805.593750
Iteration 318Q: 21 clusters Score -1.470409e+08 nChanged 19
Entering ConstructFrom: 
Score: -147040928.000000 Penalty: 68805.593750
Entering ConstructFrom: 
Trying to split cluster 1 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -154081.140625 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -154081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -152067.109375 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -152067.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -152390.125000 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -152390.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -152508.812500 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -152508.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -152579.843750 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -152579.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152628.781250 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -152628.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -152669.359375 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -152669.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152719.171875 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -152719.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152750.765625 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -152750.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152781.390625 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -152781.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152829.171875 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -152829.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -152882.203125 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -152882.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -152911.765625 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -152911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -152927.156250 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -152927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152937.875000 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -152937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -152948.109375 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -152948.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -152960.671875 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -152960.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -152977.828125 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -152977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -152986.609375 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -152986.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -152996.406250 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -152996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152999.734375 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -152999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -153000.546875 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -153000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -153001.640625 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -153001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -153001.640625 Penalty: 3477.114746
	Iteration 22F: 3 clusters Score -153001.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Entering Unmasked Estep 
Score: -3866248.000000 Penalty: 2531.700439
	Iteration 0F: 2 clusters Score -3866248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3847421.750000 Penalty: 5063.400879
	Iteration 0F: 3 clusters Score -3847422 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3854085.000000 Penalty: 5063.400879
	Iteration 1F: 3 clusters Score -3854085 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3854492.000000 Penalty: 5063.400879
	Iteration 2Q: 3 clusters Score -3854492 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3854897.500000 Penalty: 5063.400879
	Iteration 3Q: 3 clusters Score -3854898 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3855403.250000 Penalty: 5063.400879
	Iteration 4Q: 3 clusters Score -3855403 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3855997.750000 Penalty: 5063.400879
	Iteration 5Q: 3 clusters Score -3855998 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3856539.250000 Penalty: 5063.400879
	Iteration 6Q: 3 clusters Score -3856539 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3857091.500000 Penalty: 5063.400879
	Iteration 7Q: 3 clusters Score -3857092 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3857713.250000 Penalty: 5063.400879
	Iteration 8Q: 3 clusters Score -3857713 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3858499.500000 Penalty: 5063.400879
	Iteration 9Q: 3 clusters Score -3858500 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3859371.500000 Penalty: 5063.400879
	Iteration 10F: 3 clusters Score -3859372 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3860233.000000 Penalty: 5063.400879
	Iteration 11F: 3 clusters Score -3860233 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3861126.750000 Penalty: 5063.400879
	Iteration 12F: 3 clusters Score -3861127 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3861671.500000 Penalty: 5063.400879
	Iteration 13Q: 3 clusters Score -3861672 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3861939.750000 Penalty: 5063.400879
	Iteration 14Q: 3 clusters Score -3861940 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3862121.250000 Penalty: 5063.400879
	Iteration 15Q: 3 clusters Score -3862121 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3862218.250000 Penalty: 5063.400879
	Iteration 16Q: 3 clusters Score -3862218 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3862291.750000 Penalty: 5063.400879
	Iteration 17Q: 3 clusters Score -3862292 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3862365.000000 Penalty: 5063.400879
	Iteration 18Q: 3 clusters Score -3862365 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3862399.750000 Penalty: 5063.400879
	Iteration 19Q: 3 clusters Score -3862400 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3862426.500000 Penalty: 5063.400879
	Iteration 20F: 3 clusters Score -3862426 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3862462.750000 Penalty: 5063.400879
	Iteration 21Q: 3 clusters Score -3862463 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3862486.750000 Penalty: 5063.400879
	Iteration 22Q: 3 clusters Score -3862487 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3862527.500000 Penalty: 5063.400879
	Iteration 23Q: 3 clusters Score -3862528 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3862535.000000 Penalty: 5063.400879
	Iteration 24Q: 3 clusters Score -3862535 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3862540.750000 Penalty: 5063.400879
	Iteration 25Q: 3 clusters Score -3862541 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3862551.000000 Penalty: 5063.400879
	Iteration 26Q: 3 clusters Score -3862551 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3862570.000000 Penalty: 5063.400879
	Iteration 27Q: 3 clusters Score -3862570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3862568.000000 Penalty: 5063.400879
	Iteration 28Q: 3 clusters Score -3862568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3862577.000000 Penalty: 5063.400879
	Iteration 29Q: 3 clusters Score -3862577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3862573.000000 Penalty: 5063.400879
	Iteration 30Q: 3 clusters Score -3862573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3862564.000000 Penalty: 5063.400879
	Iteration 31Q: 3 clusters Score -3862564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3862573.000000 Penalty: 5063.400879
	Iteration 32Q: 3 clusters Score -3862573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3862574.750000 Penalty: 5063.400879
	Iteration 33Q: 3 clusters Score -3862575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3862580.750000 Penalty: 5063.400879
	Iteration 34Q: 3 clusters Score -3862581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3862591.000000 Penalty: 5063.400879
	Iteration 35Q: 3 clusters Score -3862591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3862599.250000 Penalty: 5063.400879
	Iteration 36Q: 3 clusters Score -3862599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3862600.000000 Penalty: 5063.400879
	Iteration 37Q: 3 clusters Score -3862600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3862596.500000 Penalty: 5063.400879
	Iteration 38Q: 3 clusters Score -3862596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3862602.750000 Penalty: 5063.400879
	Iteration 39Q: 3 clusters Score -3862603 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3862610.500000 Penalty: 5063.400879
	Iteration 40F: 3 clusters Score -3862610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3862626.000000 Penalty: 5063.400879
	Iteration 41Q: 3 clusters Score -3862626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3862637.000000 Penalty: 5063.400879
	Iteration 42Q: 3 clusters Score -3862637 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3862644.750000 Penalty: 5063.400879
	Iteration 43Q: 3 clusters Score -3862645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3862657.500000 Penalty: 5063.400879
	Iteration 44Q: 3 clusters Score -3862658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3862650.250000 Penalty: 5063.400879
	Iteration 45Q: 3 clusters Score -3862650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3862668.250000 Penalty: 5063.400879
	Iteration 46Q: 3 clusters Score -3862668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3862673.250000 Penalty: 5063.400879
	Iteration 47Q: 3 clusters Score -3862673 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3862676.000000 Penalty: 5063.400879
	Iteration 48Q: 3 clusters Score -3862676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3862688.000000 Penalty: 5063.400879
	Iteration 49Q: 3 clusters Score -3862688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3862685.750000 Penalty: 5063.400879
	Iteration 50Q: 3 clusters Score -3862686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3862695.000000 Penalty: 5063.400879
	Iteration 51Q: 3 clusters Score -3862695 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3862700.000000 Penalty: 5063.400879
	Iteration 52Q: 3 clusters Score -3862700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3862699.750000 Penalty: 5063.400879
	Iteration 53Q: 3 clusters Score -3862700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3862718.750000 Penalty: 5063.400879
	Iteration 54Q: 3 clusters Score -3862719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3862725.000000 Penalty: 5063.400879
	Iteration 55Q: 3 clusters Score -3862725 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3862733.000000 Penalty: 5063.400879
	Iteration 56Q: 3 clusters Score -3862733 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3862733.250000 Penalty: 5063.400879
	Iteration 57Q: 3 clusters Score -3862733 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3862737.000000 Penalty: 5063.400879
	Iteration 58Q: 3 clusters Score -3862737 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3862742.000000 Penalty: 5063.400879
	Iteration 59Q: 3 clusters Score -3862742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3862745.500000 Penalty: 5063.400879
	Iteration 60F: 3 clusters Score -3862746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3862763.250000 Penalty: 5063.400879
	Iteration 61Q: 3 clusters Score -3862763 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3862764.250000 Penalty: 5063.400879
	Iteration 62Q: 3 clusters Score -3862764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3862769.000000 Penalty: 5063.400879
	Iteration 63Q: 3 clusters Score -3862769 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3862796.250000 Penalty: 5063.400879
	Iteration 64Q: 3 clusters Score -3862796 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3862809.000000 Penalty: 5063.400879
	Iteration 65Q: 3 clusters Score -3862809 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3862827.750000 Penalty: 5063.400879
	Iteration 66Q: 3 clusters Score -3862828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3862855.500000 Penalty: 5063.400879
	Iteration 67Q: 3 clusters Score -3862856 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3862866.250000 Penalty: 5063.400879
	Iteration 68Q: 3 clusters Score -3862866 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3862877.750000 Penalty: 5063.400879
	Iteration 69Q: 3 clusters Score -3862878 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3862890.500000 Penalty: 5063.400879
	Iteration 70Q: 3 clusters Score -3862890 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3862905.500000 Penalty: 5063.400879
	Iteration 71Q: 3 clusters Score -3862906 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3862920.000000 Penalty: 5063.400879
	Iteration 72Q: 3 clusters Score -3862920 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3862933.750000 Penalty: 5063.400879
	Iteration 73Q: 3 clusters Score -3862934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3862951.250000 Penalty: 5063.400879
	Iteration 74Q: 3 clusters Score -3862951 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3862959.000000 Penalty: 5063.400879
	Iteration 75Q: 3 clusters Score -3862959 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3862981.500000 Penalty: 5063.400879
	Iteration 76Q: 3 clusters Score -3862982 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3863008.250000 Penalty: 5063.400879
	Iteration 77Q: 3 clusters Score -3863008 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3863017.000000 Penalty: 5063.400879
	Iteration 78Q: 3 clusters Score -3863017 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3863032.500000 Penalty: 5063.400879
	Iteration 79Q: 3 clusters Score -3863032 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3863048.250000 Penalty: 5063.400879
	Iteration 80F: 3 clusters Score -3863048 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -3863065.500000 Penalty: 5063.400879
	Iteration 81Q: 3 clusters Score -3863066 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3863092.000000 Penalty: 5063.400879
	Iteration 82Q: 3 clusters Score -3863092 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3863118.500000 Penalty: 5063.400879
	Iteration 83Q: 3 clusters Score -3863118 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3863129.250000 Penalty: 5063.400879
	Iteration 84Q: 3 clusters Score -3863129 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -3863151.000000 Penalty: 5063.400879
	Iteration 85Q: 3 clusters Score -3863151 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3863149.750000 Penalty: 5063.400879
	Iteration 86Q: 3 clusters Score -3863150 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3863178.250000 Penalty: 5063.400879
	Iteration 87Q: 3 clusters Score -3863178 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3863199.500000 Penalty: 5063.400879
	Iteration 88Q: 3 clusters Score -3863200 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3863207.250000 Penalty: 5063.400879
	Iteration 89Q: 3 clusters Score -3863207 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3863231.750000 Penalty: 5063.400879
	Iteration 90Q: 3 clusters Score -3863232 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3863256.500000 Penalty: 5063.400879
	Iteration 91Q: 3 clusters Score -3863256 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3863299.500000 Penalty: 5063.400879
	Iteration 92Q: 3 clusters Score -3863300 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3863328.750000 Penalty: 5063.400879
	Iteration 93Q: 3 clusters Score -3863329 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -3863336.500000 Penalty: 5063.400879
	Iteration 94Q: 3 clusters Score -3863336 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -3863359.250000 Penalty: 5063.400879
	Iteration 95Q: 3 clusters Score -3863359 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -3863397.500000 Penalty: 5063.400879
	Iteration 96Q: 3 clusters Score -3863398 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3863431.000000 Penalty: 5063.400879
	Iteration 97Q: 3 clusters Score -3863431 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3863470.250000 Penalty: 5063.400879
	Iteration 98Q: 3 clusters Score -3863470 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3863501.750000 Penalty: 5063.400879
	Iteration 99Q: 3 clusters Score -3863502 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3863523.750000 Penalty: 5063.400879
	Iteration 100F: 3 clusters Score -3863524 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3863545.750000 Penalty: 5063.400879
	Iteration 101Q: 3 clusters Score -3863546 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3863574.500000 Penalty: 5063.400879
	Iteration 102Q: 3 clusters Score -3863574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3863608.250000 Penalty: 5063.400879
	Iteration 103Q: 3 clusters Score -3863608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -3863624.500000 Penalty: 5063.400879
	Iteration 104Q: 3 clusters Score -3863624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3863643.250000 Penalty: 5063.400879
	Iteration 105Q: 3 clusters Score -3863643 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3863668.750000 Penalty: 5063.400879
	Iteration 106Q: 3 clusters Score -3863669 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3863683.750000 Penalty: 5063.400879
	Iteration 107Q: 3 clusters Score -3863684 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3863705.750000 Penalty: 5063.400879
	Iteration 108Q: 3 clusters Score -3863706 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -3863726.000000 Penalty: 5063.400879
	Iteration 109Q: 3 clusters Score -3863726 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -3863757.000000 Penalty: 5063.400879
	Iteration 110Q: 3 clusters Score -3863757 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -3863798.250000 Penalty: 5063.400879
	Iteration 111Q: 3 clusters Score -3863798 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3863832.000000 Penalty: 5063.400879
	Iteration 112Q: 3 clusters Score -3863832 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3863859.750000 Penalty: 5063.400879
	Iteration 113Q: 3 clusters Score -3863860 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -3863918.000000 Penalty: 5063.400879
	Iteration 114Q: 3 clusters Score -3863918 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3863949.500000 Penalty: 5063.400879
	Iteration 115Q: 3 clusters Score -3863950 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3863983.750000 Penalty: 5063.400879
	Iteration 116Q: 3 clusters Score -3863984 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3864014.750000 Penalty: 5063.400879
	Iteration 117Q: 3 clusters Score -3864015 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3864060.750000 Penalty: 5063.400879
	Iteration 118Q: 3 clusters Score -3864061 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3864098.250000 Penalty: 5063.400879
	Iteration 119Q: 3 clusters Score -3864098 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3864139.500000 Penalty: 5063.400879
	Iteration 120F: 3 clusters Score -3864140 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3864178.750000 Penalty: 5063.400879
	Iteration 121Q: 3 clusters Score -3864179 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3864220.000000 Penalty: 5063.400879
	Iteration 122Q: 3 clusters Score -3864220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3864262.500000 Penalty: 5063.400879
	Iteration 123Q: 3 clusters Score -3864262 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3864301.750000 Penalty: 5063.400879
	Iteration 124Q: 3 clusters Score -3864302 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3864361.250000 Penalty: 5063.400879
	Iteration 125Q: 3 clusters Score -3864361 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3864409.000000 Penalty: 5063.400879
	Iteration 126Q: 3 clusters Score -3864409 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3864430.500000 Penalty: 5063.400879
	Iteration 127Q: 3 clusters Score -3864430 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3864452.250000 Penalty: 5063.400879
	Iteration 128Q: 3 clusters Score -3864452 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3864471.750000 Penalty: 5063.400879
	Iteration 129Q: 3 clusters Score -3864472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3864499.500000 Penalty: 5063.400879
	Iteration 130Q: 3 clusters Score -3864500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3864505.500000 Penalty: 5063.400879
	Iteration 131Q: 3 clusters Score -3864506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3864522.250000 Penalty: 5063.400879
	Iteration 132Q: 3 clusters Score -3864522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -3864529.500000 Penalty: 5063.400879
	Iteration 133Q: 3 clusters Score -3864530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3864538.750000 Penalty: 5063.400879
	Iteration 134Q: 3 clusters Score -3864539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3864547.250000 Penalty: 5063.400879
	Iteration 135Q: 3 clusters Score -3864547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3864549.750000 Penalty: 5063.400879
	Iteration 136Q: 3 clusters Score -3864550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3864556.500000 Penalty: 5063.400879
	Iteration 137Q: 3 clusters Score -3864556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3864562.000000 Penalty: 5063.400879
	Iteration 138Q: 3 clusters Score -3864562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3864574.250000 Penalty: 5063.400879
	Iteration 139Q: 3 clusters Score -3864574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3864579.250000 Penalty: 5063.400879
	Iteration 140F: 3 clusters Score -3864579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3864582.750000 Penalty: 5063.400879
	Iteration 141Q: 3 clusters Score -3864583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3864582.500000 Penalty: 5063.400879
	Iteration 142Q: 3 clusters Score -3864582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3864591.250000 Penalty: 5063.400879
	Iteration 143Q: 3 clusters Score -3864591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3864599.000000 Penalty: 5063.400879
	Iteration 144Q: 3 clusters Score -3864599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3864612.750000 Penalty: 5063.400879
	Iteration 145Q: 3 clusters Score -3864613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3864616.750000 Penalty: 5063.400879
	Iteration 146Q: 3 clusters Score -3864617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3864627.000000 Penalty: 5063.400879
	Iteration 147Q: 3 clusters Score -3864627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3864629.000000 Penalty: 5063.400879
	Iteration 148Q: 3 clusters Score -3864629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3864632.750000 Penalty: 5063.400879
	Iteration 149Q: 3 clusters Score -3864633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3864633.750000 Penalty: 5063.400879
	Iteration 150Q: 3 clusters Score -3864634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3864633.000000 Penalty: 5063.400879
	Iteration 151Q: 3 clusters Score -3864633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3864637.500000 Penalty: 5063.400879
	Iteration 152Q: 3 clusters Score -3864638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3864633.500000 Penalty: 5063.400879
	Iteration 153Q: 3 clusters Score -3864634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3864641.000000 Penalty: 5063.400879
	Iteration 154Q: 3 clusters Score -3864641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3864642.250000 Penalty: 5063.400879
	Iteration 155Q: 3 clusters Score -3864642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3864641.000000 Penalty: 5063.400879
	Iteration 156Q: 3 clusters Score -3864641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3864645.000000 Penalty: 5063.400879
	Iteration 157Q: 3 clusters Score -3864645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3864643.500000 Penalty: 5063.400879
	Iteration 158Q: 3 clusters Score -3864644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3864649.500000 Penalty: 5063.400879
	Iteration 159Q: 3 clusters Score -3864650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3864649.750000 Penalty: 5063.400879
	Iteration 160F: 3 clusters Score -3864650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -3864651.750000 Penalty: 5063.400879
	Iteration 161Q: 3 clusters Score -3864652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3864650.250000 Penalty: 5063.400879
	Iteration 162Q: 3 clusters Score -3864650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3864649.750000 Penalty: 5063.400879
	Iteration 163Q: 3 clusters Score -3864650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3864650.750000 Penalty: 5063.400879
	Iteration 164Q: 3 clusters Score -3864651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3864655.000000 Penalty: 5063.400879
	Iteration 165Q: 3 clusters Score -3864655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -3864658.000000 Penalty: 5063.400879
	Iteration 166Q: 3 clusters Score -3864658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3864652.250000 Penalty: 5063.400879
	Iteration 167Q: 3 clusters Score -3864652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3864652.250000 Penalty: 5063.400879
	Iteration 168Q: 3 clusters Score -3864652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3864652.250000 Penalty: 5063.400879
	Iteration 169F: 3 clusters Score -3864652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Entering Unmasked Estep 
Score: -3457079.500000 Penalty: 2504.279785
	Iteration 0F: 2 clusters Score -3457080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3440224.500000 Penalty: 5008.559570
	Iteration 0F: 3 clusters Score -3440224 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3446145.000000 Penalty: 5008.559570
	Iteration 1F: 3 clusters Score -3446145 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3446758.750000 Penalty: 5008.559570
	Iteration 2F: 3 clusters Score -3446759 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3447417.750000 Penalty: 5008.559570
	Iteration 3F: 3 clusters Score -3447418 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3448159.750000 Penalty: 5008.559570
	Iteration 4F: 3 clusters Score -3448160 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3448816.750000 Penalty: 5008.559570
	Iteration 5F: 3 clusters Score -3448817 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3449536.750000 Penalty: 5008.559570
	Iteration 6F: 3 clusters Score -3449537 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3450370.000000 Penalty: 5008.559570
	Iteration 7F: 3 clusters Score -3450370 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3451248.250000 Penalty: 5008.559570
	Iteration 8F: 3 clusters Score -3451248 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3452164.500000 Penalty: 5008.559570
	Iteration 9F: 3 clusters Score -3452164 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3452926.750000 Penalty: 5008.559570
	Iteration 10Q: 3 clusters Score -3452927 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3453460.750000 Penalty: 5008.559570
	Iteration 11Q: 3 clusters Score -3453461 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3453814.500000 Penalty: 5008.559570
	Iteration 12Q: 3 clusters Score -3453814 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3454102.250000 Penalty: 5008.559570
	Iteration 13Q: 3 clusters Score -3454102 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3454302.500000 Penalty: 5008.559570
	Iteration 14Q: 3 clusters Score -3454302 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3454468.250000 Penalty: 5008.559570
	Iteration 15Q: 3 clusters Score -3454468 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -3454575.000000 Penalty: 5008.559570
	Iteration 16Q: 3 clusters Score -3454575 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3454682.000000 Penalty: 5008.559570
	Iteration 17Q: 3 clusters Score -3454682 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3454746.500000 Penalty: 5008.559570
	Iteration 18Q: 3 clusters Score -3454746 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3454817.500000 Penalty: 5008.559570
	Iteration 19Q: 3 clusters Score -3454818 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3454860.500000 Penalty: 5008.559570
	Iteration 20F: 3 clusters Score -3454860 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3454911.000000 Penalty: 5008.559570
	Iteration 21Q: 3 clusters Score -3454911 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3454955.500000 Penalty: 5008.559570
	Iteration 22Q: 3 clusters Score -3454956 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3454980.750000 Penalty: 5008.559570
	Iteration 23Q: 3 clusters Score -3454981 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3455019.000000 Penalty: 5008.559570
	Iteration 24Q: 3 clusters Score -3455019 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3455062.500000 Penalty: 5008.559570
	Iteration 25Q: 3 clusters Score -3455062 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3455112.000000 Penalty: 5008.559570
	Iteration 26Q: 3 clusters Score -3455112 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -3455144.500000 Penalty: 5008.559570
	Iteration 27Q: 3 clusters Score -3455144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3455173.250000 Penalty: 5008.559570
	Iteration 28Q: 3 clusters Score -3455173 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3455198.000000 Penalty: 5008.559570
	Iteration 29Q: 3 clusters Score -3455198 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3455208.000000 Penalty: 5008.559570
	Iteration 30Q: 3 clusters Score -3455208 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3455214.750000 Penalty: 5008.559570
	Iteration 31Q: 3 clusters Score -3455215 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3455238.250000 Penalty: 5008.559570
	Iteration 32Q: 3 clusters Score -3455238 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3455254.000000 Penalty: 5008.559570
	Iteration 33Q: 3 clusters Score -3455254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3455282.500000 Penalty: 5008.559570
	Iteration 34Q: 3 clusters Score -3455282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3455300.250000 Penalty: 5008.559570
	Iteration 35Q: 3 clusters Score -3455300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3455315.000000 Penalty: 5008.559570
	Iteration 36Q: 3 clusters Score -3455315 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3455340.250000 Penalty: 5008.559570
	Iteration 37Q: 3 clusters Score -3455340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3455351.000000 Penalty: 5008.559570
	Iteration 38Q: 3 clusters Score -3455351 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3455383.250000 Penalty: 5008.559570
	Iteration 39Q: 3 clusters Score -3455383 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3455384.500000 Penalty: 5008.559570
	Iteration 40F: 3 clusters Score -3455384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3455390.000000 Penalty: 5008.559570
	Iteration 41Q: 3 clusters Score -3455390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3455403.250000 Penalty: 5008.559570
	Iteration 42Q: 3 clusters Score -3455403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3455414.250000 Penalty: 5008.559570
	Iteration 43Q: 3 clusters Score -3455414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3455421.750000 Penalty: 5008.559570
	Iteration 44Q: 3 clusters Score -3455422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3455429.000000 Penalty: 5008.559570
	Iteration 45Q: 3 clusters Score -3455429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3455437.000000 Penalty: 5008.559570
	Iteration 46Q: 3 clusters Score -3455437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3455445.500000 Penalty: 5008.559570
	Iteration 47Q: 3 clusters Score -3455446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3455448.250000 Penalty: 5008.559570
	Iteration 48Q: 3 clusters Score -3455448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3455450.500000 Penalty: 5008.559570
	Iteration 49Q: 3 clusters Score -3455450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3455465.000000 Penalty: 5008.559570
	Iteration 50Q: 3 clusters Score -3455465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3455471.000000 Penalty: 5008.559570
	Iteration 51Q: 3 clusters Score -3455471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3455469.000000 Penalty: 5008.559570
	Iteration 52Q: 3 clusters Score -3455469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3455474.750000 Penalty: 5008.559570
	Iteration 53Q: 3 clusters Score -3455475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3455483.250000 Penalty: 5008.559570
	Iteration 54Q: 3 clusters Score -3455483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3455478.000000 Penalty: 5008.559570
	Iteration 55Q: 3 clusters Score -3455478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3455485.250000 Penalty: 5008.559570
	Iteration 56Q: 3 clusters Score -3455485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3455486.000000 Penalty: 5008.559570
	Iteration 57Q: 3 clusters Score -3455486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3455490.000000 Penalty: 5008.559570
	Iteration 58Q: 3 clusters Score -3455490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3455491.500000 Penalty: 5008.559570
	Iteration 59Q: 3 clusters Score -3455492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3455499.750000 Penalty: 5008.559570
	Iteration 60F: 3 clusters Score -3455500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3455502.250000 Penalty: 5008.559570
	Iteration 61Q: 3 clusters Score -3455502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3455501.000000 Penalty: 5008.559570
	Iteration 62Q: 3 clusters Score -3455501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3455500.250000 Penalty: 5008.559570
	Iteration 63Q: 3 clusters Score -3455500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3455506.750000 Penalty: 5008.559570
	Iteration 64Q: 3 clusters Score -3455507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3455521.500000 Penalty: 5008.559570
	Iteration 65Q: 3 clusters Score -3455522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3455523.000000 Penalty: 5008.559570
	Iteration 66Q: 3 clusters Score -3455523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3455533.000000 Penalty: 5008.559570
	Iteration 67Q: 3 clusters Score -3455533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3455537.000000 Penalty: 5008.559570
	Iteration 68Q: 3 clusters Score -3455537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3455541.250000 Penalty: 5008.559570
	Iteration 69Q: 3 clusters Score -3455541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3455542.000000 Penalty: 5008.559570
	Iteration 70Q: 3 clusters Score -3455542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3455536.000000 Penalty: 5008.559570
	Iteration 71Q: 3 clusters Score -3455536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3455546.000000 Penalty: 5008.559570
	Iteration 72Q: 3 clusters Score -3455546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3455554.750000 Penalty: 5008.559570
	Iteration 73Q: 3 clusters Score -3455555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3455556.500000 Penalty: 5008.559570
	Iteration 74Q: 3 clusters Score -3455556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3455558.250000 Penalty: 5008.559570
	Iteration 75Q: 3 clusters Score -3455558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3455558.500000 Penalty: 5008.559570
	Iteration 76Q: 3 clusters Score -3455558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3455557.250000 Penalty: 5008.559570
	Iteration 77Q: 3 clusters Score -3455557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3455561.250000 Penalty: 5008.559570
	Iteration 78Q: 3 clusters Score -3455561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3455559.500000 Penalty: 5008.559570
	Iteration 79Q: 3 clusters Score -3455560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3455564.000000 Penalty: 5008.559570
	Iteration 80F: 3 clusters Score -3455564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3455564.750000 Penalty: 5008.559570
	Iteration 81Q: 3 clusters Score -3455565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3455569.500000 Penalty: 5008.559570
	Iteration 82Q: 3 clusters Score -3455570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3455572.250000 Penalty: 5008.559570
	Iteration 83Q: 3 clusters Score -3455572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3455573.000000 Penalty: 5008.559570
	Iteration 84Q: 3 clusters Score -3455573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3455573.250000 Penalty: 5008.559570
	Iteration 85Q: 3 clusters Score -3455573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3455580.750000 Penalty: 5008.559570
	Iteration 86Q: 3 clusters Score -3455581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3455581.750000 Penalty: 5008.559570
	Iteration 87Q: 3 clusters Score -3455582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3455575.500000 Penalty: 5008.559570
	Iteration 88Q: 3 clusters Score -3455576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3455579.750000 Penalty: 5008.559570
	Iteration 89Q: 3 clusters Score -3455580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3455581.250000 Penalty: 5008.559570
	Iteration 90Q: 3 clusters Score -3455581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3455581.250000 Penalty: 5008.559570
	Iteration 91Q: 3 clusters Score -3455581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3455585.250000 Penalty: 5008.559570
	Iteration 92Q: 3 clusters Score -3455585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3455587.000000 Penalty: 5008.559570
	Iteration 93Q: 3 clusters Score -3455587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3455583.750000 Penalty: 5008.559570
	Iteration 94Q: 3 clusters Score -3455584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3455581.250000 Penalty: 5008.559570
	Iteration 95Q: 3 clusters Score -3455581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3455586.000000 Penalty: 5008.559570
	Iteration 96Q: 3 clusters Score -3455586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3455586.750000 Penalty: 5008.559570
	Iteration 97Q: 3 clusters Score -3455587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3455587.250000 Penalty: 5008.559570
	Iteration 98Q: 3 clusters Score -3455587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3455586.000000 Penalty: 5008.559570
	Iteration 99Q: 3 clusters Score -3455586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3455585.500000 Penalty: 5008.559570
	Iteration 100F: 3 clusters Score -3455586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3455583.250000 Penalty: 5008.559570
	Iteration 101Q: 3 clusters Score -3455583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3455585.000000 Penalty: 5008.559570
	Iteration 102Q: 3 clusters Score -3455585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3455587.500000 Penalty: 5008.559570
	Iteration 103Q: 3 clusters Score -3455588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3455584.000000 Penalty: 5008.559570
	Iteration 104Q: 3 clusters Score -3455584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3455589.000000 Penalty: 5008.559570
	Iteration 105Q: 3 clusters Score -3455589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3455588.250000 Penalty: 5008.559570
	Iteration 106Q: 3 clusters Score -3455588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3455590.000000 Penalty: 5008.559570
	Iteration 107Q: 3 clusters Score -3455590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3455588.250000 Penalty: 5008.559570
	Iteration 108Q: 3 clusters Score -3455588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3455586.750000 Penalty: 5008.559570
	Iteration 109Q: 3 clusters Score -3455587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3455588.500000 Penalty: 5008.559570
	Iteration 110Q: 3 clusters Score -3455588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3455589.000000 Penalty: 5008.559570
	Iteration 111Q: 3 clusters Score -3455589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3455588.750000 Penalty: 5008.559570
	Iteration 112Q: 3 clusters Score -3455589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3455590.250000 Penalty: 5008.559570
	Iteration 113Q: 3 clusters Score -3455590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3455590.250000 Penalty: 5008.559570
	Iteration 114F: 3 clusters Score -3455590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158286 members 
Entering Unmasked Estep 
Score: -22202456.000000 Penalty: 2969.095215
	Iteration 0F: 2 clusters Score -2.220246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -22099230.000000 Penalty: 5938.190430
	Iteration 0F: 3 clusters Score -2.209923e+07 nChanged 75971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79648 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -22143112.000000 Penalty: 5938.190430
	Iteration 1F: 3 clusters Score -2.214311e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -22144012.000000 Penalty: 5938.190430
	Iteration 2Q: 3 clusters Score -2.214401e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 77473 members 
Entering Unmasked Estep 
Score: -22145464.000000 Penalty: 5938.190430
	Iteration 3Q: 3 clusters Score -2.214546e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -22147224.000000 Penalty: 5938.190430
	Iteration 4Q: 3 clusters Score -2.214722e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
Score: -22149966.000000 Penalty: 5938.190430
	Iteration 5Q: 3 clusters Score -2.214997e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -22154606.000000 Penalty: 5938.190430
	Iteration 6F: 3 clusters Score -2.215461e+07 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -22160980.000000 Penalty: 5938.190430
	Iteration 7F: 3 clusters Score -2.216098e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -22169158.000000 Penalty: 5938.190430
	Iteration 8F: 3 clusters Score -2.216916e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101375 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -22177952.000000 Penalty: 5938.190430
	Iteration 9F: 3 clusters Score -2.217795e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -22184946.000000 Penalty: 5938.190430
	Iteration 10F: 3 clusters Score -2.218495e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109438 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -22188768.000000 Penalty: 5938.190430
	Iteration 11Q: 3 clusters Score -2.218877e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112332 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -22190562.000000 Penalty: 5938.190430
	Iteration 12Q: 3 clusters Score -2.219056e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115060 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -22191918.000000 Penalty: 5938.190430
	Iteration 13Q: 3 clusters Score -2.219192e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117563 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -22192776.000000 Penalty: 5938.190430
	Iteration 14Q: 3 clusters Score -2.219278e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119964 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -22193718.000000 Penalty: 5938.190430
	Iteration 15Q: 3 clusters Score -2.219372e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122235 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -22194504.000000 Penalty: 5938.190430
	Iteration 16Q: 3 clusters Score -2.21945e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124431 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -22195370.000000 Penalty: 5938.190430
	Iteration 17Q: 3 clusters Score -2.219537e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126627 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -22196254.000000 Penalty: 5938.190430
	Iteration 18Q: 3 clusters Score -2.219625e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128763 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -22196918.000000 Penalty: 5938.190430
	Iteration 19Q: 3 clusters Score -2.219692e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130808 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -22197462.000000 Penalty: 5938.190430
	Iteration 20F: 3 clusters Score -2.219746e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132720 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -22198150.000000 Penalty: 5938.190430
	Iteration 21Q: 3 clusters Score -2.219815e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134470 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -22198680.000000 Penalty: 5938.190430
	Iteration 22Q: 3 clusters Score -2.219868e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -22199166.000000 Penalty: 5938.190430
	Iteration 23Q: 3 clusters Score -2.219917e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137630 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -22199662.000000 Penalty: 5938.190430
	Iteration 24Q: 3 clusters Score -2.219966e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -22200158.000000 Penalty: 5938.190430
	Iteration 25Q: 3 clusters Score -2.220016e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140369 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -22200502.000000 Penalty: 5938.190430
	Iteration 26Q: 3 clusters Score -2.22005e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141636 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -22200914.000000 Penalty: 5938.190430
	Iteration 27Q: 3 clusters Score -2.220091e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -22201224.000000 Penalty: 5938.190430
	Iteration 28Q: 3 clusters Score -2.220122e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -22201462.000000 Penalty: 5938.190430
	Iteration 29Q: 3 clusters Score -2.220146e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144610 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -22201592.000000 Penalty: 5938.190430
	Iteration 30Q: 3 clusters Score -2.220159e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145433 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -22201928.000000 Penalty: 5938.190430
	Iteration 31Q: 3 clusters Score -2.220193e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146190 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -22201974.000000 Penalty: 5938.190430
	Iteration 32Q: 3 clusters Score -2.220197e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146864 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -22202044.000000 Penalty: 5938.190430
	Iteration 33Q: 3 clusters Score -2.220204e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147468 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -22202138.000000 Penalty: 5938.190430
	Iteration 34Q: 3 clusters Score -2.220214e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -22202214.000000 Penalty: 5938.190430
	Iteration 35Q: 3 clusters Score -2.220221e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148465 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -22202330.000000 Penalty: 5938.190430
	Iteration 36Q: 3 clusters Score -2.220233e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148882 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -22202320.000000 Penalty: 5938.190430
	Iteration 37Q: 3 clusters Score -2.220232e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149250 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -22202300.000000 Penalty: 5938.190430
	Iteration 38Q: 3 clusters Score -2.22023e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149581 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -22202268.000000 Penalty: 5938.190430
	Iteration 39Q: 3 clusters Score -2.220227e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149894 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -22202234.000000 Penalty: 5938.190430
	Iteration 40F: 3 clusters Score -2.220223e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150178 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -22202302.000000 Penalty: 5938.190430
	Iteration 41Q: 3 clusters Score -2.22023e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -22202246.000000 Penalty: 5938.190430
	Iteration 42Q: 3 clusters Score -2.220225e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150721 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -22202252.000000 Penalty: 5938.190430
	Iteration 43Q: 3 clusters Score -2.220225e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -22202186.000000 Penalty: 5938.190430
	Iteration 44Q: 3 clusters Score -2.220219e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151199 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -22202186.000000 Penalty: 5938.190430
	Iteration 45Q: 3 clusters Score -2.220219e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151395 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -22202108.000000 Penalty: 5938.190430
	Iteration 46Q: 3 clusters Score -2.220211e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151567 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -22202138.000000 Penalty: 5938.190430
	Iteration 47Q: 3 clusters Score -2.220214e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151720 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -22202134.000000 Penalty: 5938.190430
	Iteration 48Q: 3 clusters Score -2.220213e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151866 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -22202216.000000 Penalty: 5938.190430
	Iteration 49Q: 3 clusters Score -2.220222e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151993 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -22202200.000000 Penalty: 5938.190430
	Iteration 50Q: 3 clusters Score -2.22022e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152133 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -22202186.000000 Penalty: 5938.190430
	Iteration 51Q: 3 clusters Score -2.220219e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152252 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -22202180.000000 Penalty: 5938.190430
	Iteration 52Q: 3 clusters Score -2.220218e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152356 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -22202226.000000 Penalty: 5938.190430
	Iteration 53Q: 3 clusters Score -2.220223e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152434 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -22202240.000000 Penalty: 5938.190430
	Iteration 54Q: 3 clusters Score -2.220224e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152503 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -22202210.000000 Penalty: 5938.190430
	Iteration 55Q: 3 clusters Score -2.220221e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152574 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -22202208.000000 Penalty: 5938.190430
	Iteration 56Q: 3 clusters Score -2.220221e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152656 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -22202148.000000 Penalty: 5938.190430
	Iteration 57Q: 3 clusters Score -2.220215e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152729 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -22202124.000000 Penalty: 5938.190430
	Iteration 58Q: 3 clusters Score -2.220212e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152803 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -22202128.000000 Penalty: 5938.190430
	Iteration 59Q: 3 clusters Score -2.220213e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152877 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -22202132.000000 Penalty: 5938.190430
	Iteration 60F: 3 clusters Score -2.220213e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152960 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -22202162.000000 Penalty: 5938.190430
	Iteration 61Q: 3 clusters Score -2.220216e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153037 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -22202186.000000 Penalty: 5938.190430
	Iteration 62Q: 3 clusters Score -2.220219e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -22202142.000000 Penalty: 5938.190430
	Iteration 63Q: 3 clusters Score -2.220214e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153152 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -22202174.000000 Penalty: 5938.190430
	Iteration 64Q: 3 clusters Score -2.220217e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153189 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -22202144.000000 Penalty: 5938.190430
	Iteration 65Q: 3 clusters Score -2.220214e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153224 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -22202144.000000 Penalty: 5938.190430
	Iteration 66Q: 3 clusters Score -2.220214e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153259 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -22202112.000000 Penalty: 5938.190430
	Iteration 67Q: 3 clusters Score -2.220211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153289 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -22202134.000000 Penalty: 5938.190430
	Iteration 68Q: 3 clusters Score -2.220213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153317 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -22202152.000000 Penalty: 5938.190430
	Iteration 69Q: 3 clusters Score -2.220215e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153337 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -22202130.000000 Penalty: 5938.190430
	Iteration 70Q: 3 clusters Score -2.220213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -22202156.000000 Penalty: 5938.190430
	Iteration 71Q: 3 clusters Score -2.220216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153374 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -22202136.000000 Penalty: 5938.190430
	Iteration 72Q: 3 clusters Score -2.220214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -22202136.000000 Penalty: 5938.190430
	Iteration 73Q: 3 clusters Score -2.220214e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153416 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -22202134.000000 Penalty: 5938.190430
	Iteration 74Q: 3 clusters Score -2.220213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153435 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -22202110.000000 Penalty: 5938.190430
	Iteration 75Q: 3 clusters Score -2.220211e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -22202108.000000 Penalty: 5938.190430
	Iteration 76Q: 3 clusters Score -2.220211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153467 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -22202116.000000 Penalty: 5938.190430
	Iteration 77Q: 3 clusters Score -2.220212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -22202118.000000 Penalty: 5938.190430
	Iteration 78Q: 3 clusters Score -2.220212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153477 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -22202114.000000 Penalty: 5938.190430
	Iteration 79Q: 3 clusters Score -2.220211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153484 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -22202114.000000 Penalty: 5938.190430
	Iteration 80F: 3 clusters Score -2.220211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153495 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -22202120.000000 Penalty: 5938.190430
	Iteration 81Q: 3 clusters Score -2.220212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -22202134.000000 Penalty: 5938.190430
	Iteration 82Q: 3 clusters Score -2.220213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153521 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -22202146.000000 Penalty: 5938.190430
	Iteration 83Q: 3 clusters Score -2.220215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153535 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -22202158.000000 Penalty: 5938.190430
	Iteration 84Q: 3 clusters Score -2.220216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153554 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -22202124.000000 Penalty: 5938.190430
	Iteration 85Q: 3 clusters Score -2.220212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153569 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -22202124.000000 Penalty: 5938.190430
	Iteration 86Q: 3 clusters Score -2.220212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153577 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -22202126.000000 Penalty: 5938.190430
	Iteration 87Q: 3 clusters Score -2.220213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153585 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -22202156.000000 Penalty: 5938.190430
	Iteration 88Q: 3 clusters Score -2.220216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153589 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -22202142.000000 Penalty: 5938.190430
	Iteration 89Q: 3 clusters Score -2.220214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153592 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -22202140.000000 Penalty: 5938.190430
	Iteration 90Q: 3 clusters Score -2.220214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153595 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -22202142.000000 Penalty: 5938.190430
	Iteration 91Q: 3 clusters Score -2.220214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153598 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -22202160.000000 Penalty: 5938.190430
	Iteration 92Q: 3 clusters Score -2.220216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -22202152.000000 Penalty: 5938.190430
	Iteration 93Q: 3 clusters Score -2.220215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153603 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -22202132.000000 Penalty: 5938.190430
	Iteration 94Q: 3 clusters Score -2.220213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153603 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -22202132.000000 Penalty: 5938.190430
	Iteration 95F: 3 clusters Score -2.220213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51934.109375 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51934.11 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 212 members 
Entering Unmasked Estep 
Score: -50693.597656 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50693.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51241.175781 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -51241.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51671.945312 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -51671.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51965.460938 Penalty: 3021.289795
	Iteration 3F: 3 clusters Score -51965.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52080.800781 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -52080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52119.503906 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -52119.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52154.519531 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -52154.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52176.054688 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -52176.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52218.800781 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -52218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52238.859375 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -52238.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52246.359375 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -52246.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52246.359375 Penalty: 3021.289795
	Iteration 11F: 3 clusters Score -52246.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27132 members 
Mstep: Class 3 contains 24292 members 
Mstep: Class 4 contains 158286 members 
Mstep: Class 5 contains 134 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42215 members 
Mstep: Class 12 contains 90987 members 
Mstep: Class 13 contains 180300 members 
Mstep: Class 14 contains 158905 members 
Mstep: Class 16 contains 107696 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83721 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
Score: -147039248.000000 Penalty: 72245.875000
Splitting cluster 5 changes total score from -147040928.000000 to -147039248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -307814.625000 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -307814.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -305040.781250 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -305040.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -305554.656250 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -305554.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -305699.093750 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -305699.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -305765.468750 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -305765.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -305800.125000 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -305800.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -305827.125000 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -305827.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -305849.343750 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -305849.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -305871.593750 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -305871.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -305884.687500 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -305884.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -305894.468750 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -305894.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -305908.718750 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -305908.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -305924.875000 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -305924.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -305942.156250 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -305942.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -305953.031250 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -305953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -305958.375000 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -305958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -305962.750000 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -305962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -305965.625000 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -305965.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -305967.437500 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -305967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -305970.468750 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -305970.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -305972.937500 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -305972.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -305976.937500 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -305976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -305979.093750 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -305979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -305981.875000 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -305981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -305983.468750 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -305983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -305984.375000 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -305984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -305984.812500 Penalty: 3820.019531
	Iteration 25Q: 3 clusters Score -305984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -305984.812500 Penalty: 3820.019531
	Iteration 26F: 3 clusters Score -305984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -69981.257812 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -69981.26 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 291 members 
Entering Unmasked Estep 
Score: -68468.875000 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -68468.88 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68717.367188 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -68717.37 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68845.156250 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -68845.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68925.484375 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -68925.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68970.601562 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -68970.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -69029.000000 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -69029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -69091.460938 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -69091.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -69180.632812 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -69180.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -69283.546875 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -69283.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -69381.226562 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -69381.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -69525.875000 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -69525.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -69685.710938 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -69685.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -70064.242188 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -70064.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -70628.046875 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -70628.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -70705.257812 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -70705.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -70737.781250 Penalty: 3143.065674
	Iteration 15Q: 3 clusters Score -70737.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -70744.828125 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -70744.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -70748.835938 Penalty: 3143.065674
	Iteration 17Q: 3 clusters Score -70748.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -70751.382812 Penalty: 3143.065674
	Iteration 18F: 3 clusters Score -70751.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -70766.093750 Penalty: 3143.065674
	Iteration 19Q: 3 clusters Score -70766.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -70779.062500 Penalty: 3143.065674
	Iteration 20F: 3 clusters Score -70779.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -70805.468750 Penalty: 3143.065674
	Iteration 21Q: 3 clusters Score -70805.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -70805.468750 Penalty: 3143.065674
	Iteration 22F: 3 clusters Score -70805.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27132 members 
Mstep: Class 3 contains 24292 members 
Mstep: Class 4 contains 158286 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 102 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42215 members 
Mstep: Class 12 contains 90987 members 
Mstep: Class 13 contains 180300 members 
Mstep: Class 14 contains 158905 members 
Mstep: Class 16 contains 107696 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83721 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
Score: -147039872.000000 Penalty: 72245.875000
Splitting cluster 7 changes total score from -147040928.000000 to -147039872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (57632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Entering Unmasked Estep 
Score: -8226075.000000 Penalty: 2718.534668
	Iteration 0F: 2 clusters Score -8226075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -8187358.000000 Penalty: 5437.069336
	Iteration 0F: 3 clusters Score -8187358 nChanged 26791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -8202082.500000 Penalty: 5437.069336
	Iteration 1F: 3 clusters Score -8202082 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -8202567.500000 Penalty: 5437.069336
	Iteration 2Q: 3 clusters Score -8202568 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -8203032.500000 Penalty: 5437.069336
	Iteration 3Q: 3 clusters Score -8203032 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -8203476.000000 Penalty: 5437.069336
	Iteration 4Q: 3 clusters Score -8203476 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -8203970.000000 Penalty: 5437.069336
	Iteration 5Q: 3 clusters Score -8203970 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -8204548.500000 Penalty: 5437.069336
	Iteration 6Q: 3 clusters Score -8204548 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -8205302.500000 Penalty: 5437.069336
	Iteration 7Q: 3 clusters Score -8205302 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -8206280.500000 Penalty: 5437.069336
	Iteration 8Q: 3 clusters Score -8206280 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -8207560.500000 Penalty: 5437.069336
	Iteration 9Q: 3 clusters Score -8207560 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -8209406.000000 Penalty: 5437.069336
	Iteration 10F: 3 clusters Score -8209406 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -8211849.500000 Penalty: 5437.069336
	Iteration 11F: 3 clusters Score -8211850 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -8214463.000000 Penalty: 5437.069336
	Iteration 12F: 3 clusters Score -8214463 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -8216561.000000 Penalty: 5437.069336
	Iteration 13F: 3 clusters Score -8216561 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -8217719.000000 Penalty: 5437.069336
	Iteration 14Q: 3 clusters Score -8217719 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -8218454.000000 Penalty: 5437.069336
	Iteration 15Q: 3 clusters Score -8218454 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -8218906.500000 Penalty: 5437.069336
	Iteration 16Q: 3 clusters Score -8218906 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -8219252.500000 Penalty: 5437.069336
	Iteration 17Q: 3 clusters Score -8219252 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -8219651.000000 Penalty: 5437.069336
	Iteration 18Q: 3 clusters Score -8219651 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -8220022.000000 Penalty: 5437.069336
	Iteration 19Q: 3 clusters Score -8220022 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -8220372.000000 Penalty: 5437.069336
	Iteration 20F: 3 clusters Score -8220372 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -8220708.500000 Penalty: 5437.069336
	Iteration 21Q: 3 clusters Score -8220708 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -8221007.000000 Penalty: 5437.069336
	Iteration 22Q: 3 clusters Score -8221007 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -8221299.500000 Penalty: 5437.069336
	Iteration 23Q: 3 clusters Score -8221300 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -8221476.000000 Penalty: 5437.069336
	Iteration 24Q: 3 clusters Score -8221476 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -8221713.500000 Penalty: 5437.069336
	Iteration 25Q: 3 clusters Score -8221714 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -8221889.000000 Penalty: 5437.069336
	Iteration 26Q: 3 clusters Score -8221889 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -8222077.500000 Penalty: 5437.069336
	Iteration 27Q: 3 clusters Score -8222078 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -8222282.000000 Penalty: 5437.069336
	Iteration 28Q: 3 clusters Score -8222282 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -8222484.500000 Penalty: 5437.069336
	Iteration 29Q: 3 clusters Score -8222484 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -8222646.000000 Penalty: 5437.069336
	Iteration 30Q: 3 clusters Score -8222646 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -8222745.500000 Penalty: 5437.069336
	Iteration 31Q: 3 clusters Score -8222746 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -8222910.500000 Penalty: 5437.069336
	Iteration 32Q: 3 clusters Score -8222910 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -8223059.000000 Penalty: 5437.069336
	Iteration 33Q: 3 clusters Score -8223059 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -8223196.500000 Penalty: 5437.069336
	Iteration 34Q: 3 clusters Score -8223196 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -8223290.000000 Penalty: 5437.069336
	Iteration 35Q: 3 clusters Score -8223290 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -8223378.000000 Penalty: 5437.069336
	Iteration 36Q: 3 clusters Score -8223378 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -8223459.500000 Penalty: 5437.069336
	Iteration 37Q: 3 clusters Score -8223460 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -8223533.000000 Penalty: 5437.069336
	Iteration 38Q: 3 clusters Score -8223533 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -8223601.000000 Penalty: 5437.069336
	Iteration 39Q: 3 clusters Score -8223601 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -8223645.000000 Penalty: 5437.069336
	Iteration 40F: 3 clusters Score -8223645 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -8223713.500000 Penalty: 5437.069336
	Iteration 41Q: 3 clusters Score -8223714 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -8223766.000000 Penalty: 5437.069336
	Iteration 42Q: 3 clusters Score -8223766 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -8223785.000000 Penalty: 5437.069336
	Iteration 43Q: 3 clusters Score -8223785 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -8223811.500000 Penalty: 5437.069336
	Iteration 44Q: 3 clusters Score -8223812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -8223826.000000 Penalty: 5437.069336
	Iteration 45Q: 3 clusters Score -8223826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -8223837.500000 Penalty: 5437.069336
	Iteration 46Q: 3 clusters Score -8223838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -8223825.000000 Penalty: 5437.069336
	Iteration 47Q: 3 clusters Score -8223825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -8223839.500000 Penalty: 5437.069336
	Iteration 48Q: 3 clusters Score -8223840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -8223857.000000 Penalty: 5437.069336
	Iteration 49Q: 3 clusters Score -8223857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -8223865.500000 Penalty: 5437.069336
	Iteration 50Q: 3 clusters Score -8223866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -8223870.000000 Penalty: 5437.069336
	Iteration 51Q: 3 clusters Score -8223870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -8223873.500000 Penalty: 5437.069336
	Iteration 52Q: 3 clusters Score -8223874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -8223886.000000 Penalty: 5437.069336
	Iteration 53Q: 3 clusters Score -8223886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -8223888.500000 Penalty: 5437.069336
	Iteration 54Q: 3 clusters Score -8223888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -8223906.500000 Penalty: 5437.069336
	Iteration 55Q: 3 clusters Score -8223906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -8223913.000000 Penalty: 5437.069336
	Iteration 56Q: 3 clusters Score -8223913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -8223901.000000 Penalty: 5437.069336
	Iteration 57Q: 3 clusters Score -8223901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -8223908.500000 Penalty: 5437.069336
	Iteration 58Q: 3 clusters Score -8223908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -8223912.000000 Penalty: 5437.069336
	Iteration 59Q: 3 clusters Score -8223912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -8223919.500000 Penalty: 5437.069336
	Iteration 60F: 3 clusters Score -8223920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -8223918.500000 Penalty: 5437.069336
	Iteration 61Q: 3 clusters Score -8223918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -8223924.500000 Penalty: 5437.069336
	Iteration 62Q: 3 clusters Score -8223924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -8223924.000000 Penalty: 5437.069336
	Iteration 63Q: 3 clusters Score -8223924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -8223929.500000 Penalty: 5437.069336
	Iteration 64Q: 3 clusters Score -8223930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -8223924.000000 Penalty: 5437.069336
	Iteration 65Q: 3 clusters Score -8223924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -8223924.500000 Penalty: 5437.069336
	Iteration 66Q: 3 clusters Score -8223924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -8223924.500000 Penalty: 5437.069336
	Iteration 67F: 3 clusters Score -8223924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Entering Unmasked Estep 
Score: -2463939.500000 Penalty: 2419.280029
	Iteration 0F: 2 clusters Score -2463940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2451560.500000 Penalty: 4838.560059
	Iteration 0F: 3 clusters Score -2451560 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2455600.000000 Penalty: 4838.560059
	Iteration 1F: 3 clusters Score -2455600 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2455934.250000 Penalty: 4838.560059
	Iteration 2F: 3 clusters Score -2455934 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2456170.500000 Penalty: 4838.560059
	Iteration 3Q: 3 clusters Score -2456170 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2456351.750000 Penalty: 4838.560059
	Iteration 4Q: 3 clusters Score -2456352 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2456500.500000 Penalty: 4838.560059
	Iteration 5Q: 3 clusters Score -2456500 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2456648.750000 Penalty: 4838.560059
	Iteration 6Q: 3 clusters Score -2456649 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2456777.750000 Penalty: 4838.560059
	Iteration 7Q: 3 clusters Score -2456778 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2456946.750000 Penalty: 4838.560059
	Iteration 8Q: 3 clusters Score -2456947 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2457193.500000 Penalty: 4838.560059
	Iteration 9Q: 3 clusters Score -2457194 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2457520.500000 Penalty: 4838.560059
	Iteration 10Q: 3 clusters Score -2457520 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2457978.500000 Penalty: 4838.560059
	Iteration 11Q: 3 clusters Score -2457978 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2458618.500000 Penalty: 4838.560059
	Iteration 12F: 3 clusters Score -2458618 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2459408.000000 Penalty: 4838.560059
	Iteration 13F: 3 clusters Score -2459408 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2460184.500000 Penalty: 4838.560059
	Iteration 14F: 3 clusters Score -2460184 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2460819.750000 Penalty: 4838.560059
	Iteration 15Q: 3 clusters Score -2460820 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2461245.000000 Penalty: 4838.560059
	Iteration 16Q: 3 clusters Score -2461245 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2461523.000000 Penalty: 4838.560059
	Iteration 17Q: 3 clusters Score -2461523 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2461667.500000 Penalty: 4838.560059
	Iteration 18Q: 3 clusters Score -2461668 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2461742.000000 Penalty: 4838.560059
	Iteration 19Q: 3 clusters Score -2461742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2461794.250000 Penalty: 4838.560059
	Iteration 20F: 3 clusters Score -2461794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2461814.750000 Penalty: 4838.560059
	Iteration 21Q: 3 clusters Score -2461815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2461836.250000 Penalty: 4838.560059
	Iteration 22Q: 3 clusters Score -2461836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2461857.750000 Penalty: 4838.560059
	Iteration 23Q: 3 clusters Score -2461858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2461871.750000 Penalty: 4838.560059
	Iteration 24Q: 3 clusters Score -2461872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2461886.500000 Penalty: 4838.560059
	Iteration 25Q: 3 clusters Score -2461886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2461894.750000 Penalty: 4838.560059
	Iteration 26Q: 3 clusters Score -2461895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2461904.250000 Penalty: 4838.560059
	Iteration 27Q: 3 clusters Score -2461904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2461906.250000 Penalty: 4838.560059
	Iteration 28Q: 3 clusters Score -2461906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2461918.500000 Penalty: 4838.560059
	Iteration 29Q: 3 clusters Score -2461918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2461924.000000 Penalty: 4838.560059
	Iteration 30Q: 3 clusters Score -2461924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2461926.750000 Penalty: 4838.560059
	Iteration 31Q: 3 clusters Score -2461927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2461933.500000 Penalty: 4838.560059
	Iteration 32Q: 3 clusters Score -2461934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2461931.500000 Penalty: 4838.560059
	Iteration 33Q: 3 clusters Score -2461932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2461936.500000 Penalty: 4838.560059
	Iteration 34Q: 3 clusters Score -2461936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2461936.000000 Penalty: 4838.560059
	Iteration 35Q: 3 clusters Score -2461936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2461937.500000 Penalty: 4838.560059
	Iteration 36Q: 3 clusters Score -2461938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2461937.500000 Penalty: 4838.560059
	Iteration 37F: 3 clusters Score -2461938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Entering Unmasked Estep 
Score: -5809261.000000 Penalty: 2641.331543
	Iteration 0F: 2 clusters Score -5809261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -5780732.000000 Penalty: 5282.663086
	Iteration 0F: 3 clusters Score -5780732 nChanged 19346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -5791384.500000 Penalty: 5282.663086
	Iteration 1F: 3 clusters Score -5791384 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -5792063.500000 Penalty: 5282.663086
	Iteration 2Q: 3 clusters Score -5792064 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -5792813.000000 Penalty: 5282.663086
	Iteration 3Q: 3 clusters Score -5792813 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -5793536.500000 Penalty: 5282.663086
	Iteration 4Q: 3 clusters Score -5793536 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -5794373.500000 Penalty: 5282.663086
	Iteration 5Q: 3 clusters Score -5794374 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -5795371.500000 Penalty: 5282.663086
	Iteration 6F: 3 clusters Score -5795372 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -5796465.000000 Penalty: 5282.663086
	Iteration 7F: 3 clusters Score -5796465 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -5797661.500000 Penalty: 5282.663086
	Iteration 8F: 3 clusters Score -5797662 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -5799112.000000 Penalty: 5282.663086
	Iteration 9F: 3 clusters Score -5799112 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -5800644.000000 Penalty: 5282.663086
	Iteration 10F: 3 clusters Score -5800644 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -5802197.500000 Penalty: 5282.663086
	Iteration 11F: 3 clusters Score -5802198 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -5803561.000000 Penalty: 5282.663086
	Iteration 12Q: 3 clusters Score -5803561 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -5804718.000000 Penalty: 5282.663086
	Iteration 13Q: 3 clusters Score -5804718 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5805612.000000 Penalty: 5282.663086
	Iteration 14Q: 3 clusters Score -5805612 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5806331.500000 Penalty: 5282.663086
	Iteration 15Q: 3 clusters Score -5806332 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5806744.000000 Penalty: 5282.663086
	Iteration 16Q: 3 clusters Score -5806744 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5806988.000000 Penalty: 5282.663086
	Iteration 17Q: 3 clusters Score -5806988 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5807118.500000 Penalty: 5282.663086
	Iteration 18Q: 3 clusters Score -5807118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5807167.000000 Penalty: 5282.663086
	Iteration 19Q: 3 clusters Score -5807167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5807200.000000 Penalty: 5282.663086
	Iteration 20F: 3 clusters Score -5807200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5807216.500000 Penalty: 5282.663086
	Iteration 21Q: 3 clusters Score -5807216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5807228.500000 Penalty: 5282.663086
	Iteration 22Q: 3 clusters Score -5807228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5807249.500000 Penalty: 5282.663086
	Iteration 23Q: 3 clusters Score -5807250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5807257.500000 Penalty: 5282.663086
	Iteration 24Q: 3 clusters Score -5807258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5807266.500000 Penalty: 5282.663086
	Iteration 25Q: 3 clusters Score -5807266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5807286.500000 Penalty: 5282.663086
	Iteration 26Q: 3 clusters Score -5807286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5807297.500000 Penalty: 5282.663086
	Iteration 27Q: 3 clusters Score -5807298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5807308.000000 Penalty: 5282.663086
	Iteration 28Q: 3 clusters Score -5807308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5807315.500000 Penalty: 5282.663086
	Iteration 29Q: 3 clusters Score -5807316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5807313.500000 Penalty: 5282.663086
	Iteration 30Q: 3 clusters Score -5807314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5807316.000000 Penalty: 5282.663086
	Iteration 31Q: 3 clusters Score -5807316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5807315.500000 Penalty: 5282.663086
	Iteration 32Q: 3 clusters Score -5807316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5807320.500000 Penalty: 5282.663086
	Iteration 33Q: 3 clusters Score -5807320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5807320.500000 Penalty: 5282.663086
	Iteration 34F: 3 clusters Score -5807320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90987 members 
Entering Unmasked Estep 
Score: -12960471.000000 Penalty: 2831.781250
	Iteration 0F: 2 clusters Score -1.296047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -12899905.000000 Penalty: 5663.562500
	Iteration 0F: 3 clusters Score -1.28999e+07 nChanged 42878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -12924204.000000 Penalty: 5663.562500
	Iteration 1F: 3 clusters Score -1.29242e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -12924733.000000 Penalty: 5663.562500
	Iteration 2Q: 3 clusters Score -1.292473e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -12925228.000000 Penalty: 5663.562500
	Iteration 3Q: 3 clusters Score -1.292523e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -12925759.000000 Penalty: 5663.562500
	Iteration 4Q: 3 clusters Score -1.292576e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -12926369.000000 Penalty: 5663.562500
	Iteration 5Q: 3 clusters Score -1.292637e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -12926974.000000 Penalty: 5663.562500
	Iteration 6Q: 3 clusters Score -1.292697e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -12928033.000000 Penalty: 5663.562500
	Iteration 7Q: 3 clusters Score -1.292803e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -12929478.000000 Penalty: 5663.562500
	Iteration 8Q: 3 clusters Score -1.292948e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -12931790.000000 Penalty: 5663.562500
	Iteration 9Q: 3 clusters Score -1.293179e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -12935534.000000 Penalty: 5663.562500
	Iteration 10F: 3 clusters Score -1.293553e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -12940371.000000 Penalty: 5663.562500
	Iteration 11F: 3 clusters Score -1.294037e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -12945827.000000 Penalty: 5663.562500
	Iteration 12F: 3 clusters Score -1.294583e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -12950649.000000 Penalty: 5663.562500
	Iteration 13F: 3 clusters Score -1.295065e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -12954259.000000 Penalty: 5663.562500
	Iteration 14Q: 3 clusters Score -1.295426e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -12956437.000000 Penalty: 5663.562500
	Iteration 15Q: 3 clusters Score -1.295644e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -12957667.000000 Penalty: 5663.562500
	Iteration 16Q: 3 clusters Score -1.295767e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 89649 members 
Entering Unmasked Estep 
Score: -12958209.000000 Penalty: 5663.562500
	Iteration 17Q: 3 clusters Score -1.295821e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -12958519.000000 Penalty: 5663.562500
	Iteration 18Q: 3 clusters Score -1.295852e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 90052 members 
Entering Unmasked Estep 
Score: -12958675.000000 Penalty: 5663.562500
	Iteration 19Q: 3 clusters Score -1.295868e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
Score: -12958778.000000 Penalty: 5663.562500
	Iteration 20F: 3 clusters Score -1.295878e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -12958862.000000 Penalty: 5663.562500
	Iteration 21Q: 3 clusters Score -1.295886e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 90166 members 
Entering Unmasked Estep 
Score: -12958898.000000 Penalty: 5663.562500
	Iteration 22Q: 3 clusters Score -1.29589e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -12958936.000000 Penalty: 5663.562500
	Iteration 23Q: 3 clusters Score -1.295894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -12958963.000000 Penalty: 5663.562500
	Iteration 24Q: 3 clusters Score -1.295896e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -12958990.000000 Penalty: 5663.562500
	Iteration 25Q: 3 clusters Score -1.295899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 90227 members 
Entering Unmasked Estep 
Score: -12959022.000000 Penalty: 5663.562500
	Iteration 26Q: 3 clusters Score -1.295902e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
Score: -12959044.000000 Penalty: 5663.562500
	Iteration 27Q: 3 clusters Score -1.295904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 90254 members 
Entering Unmasked Estep 
Score: -12959068.000000 Penalty: 5663.562500
	Iteration 28Q: 3 clusters Score -1.295907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -12959060.000000 Penalty: 5663.562500
	Iteration 29Q: 3 clusters Score -1.295906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -12959065.000000 Penalty: 5663.562500
	Iteration 30Q: 3 clusters Score -1.295906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 90268 members 
Entering Unmasked Estep 
Score: -12959071.000000 Penalty: 5663.562500
	Iteration 31Q: 3 clusters Score -1.295907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -12959076.000000 Penalty: 5663.562500
	Iteration 32Q: 3 clusters Score -1.295908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 90277 members 
Entering Unmasked Estep 
Score: -12959079.000000 Penalty: 5663.562500
	Iteration 33Q: 3 clusters Score -1.295908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 90279 members 
Entering Unmasked Estep 
Score: -12959081.000000 Penalty: 5663.562500
	Iteration 34Q: 3 clusters Score -1.295908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -12959073.000000 Penalty: 5663.562500
	Iteration 35Q: 3 clusters Score -1.295907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -12959071.000000 Penalty: 5663.562500
	Iteration 36Q: 3 clusters Score -1.295907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 90286 members 
Entering Unmasked Estep 
Score: -12959080.000000 Penalty: 5663.562500
	Iteration 37Q: 3 clusters Score -1.295908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 90286 members 
Entering Unmasked Estep 
Score: -12959080.000000 Penalty: 5663.562500
	Iteration 38F: 3 clusters Score -1.295908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (180300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180300 members 
Entering Unmasked Estep 
Score: -25634432.000000 Penalty: 3001.389404
	Iteration 0F: 2 clusters Score -2.563443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 90057 members 
Entering Unmasked Estep 
Score: -25536296.000000 Penalty: 6002.778809
	Iteration 0F: 3 clusters Score -2.55363e+07 nChanged 86474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90737 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -25586116.000000 Penalty: 6002.778809
	Iteration 1F: 3 clusters Score -2.558612e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 89130 members 
Entering Unmasked Estep 
Score: -25586870.000000 Penalty: 6002.778809
	Iteration 2Q: 3 clusters Score -2.558687e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -25587710.000000 Penalty: 6002.778809
	Iteration 3Q: 3 clusters Score -2.558771e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92803 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -25588710.000000 Penalty: 6002.778809
	Iteration 4Q: 3 clusters Score -2.558871e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -25589610.000000 Penalty: 6002.778809
	Iteration 5Q: 3 clusters Score -2.558961e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -25590660.000000 Penalty: 6002.778809
	Iteration 6Q: 3 clusters Score -2.559066e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99818 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -25592070.000000 Penalty: 6002.778809
	Iteration 7Q: 3 clusters Score -2.559207e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -25594096.000000 Penalty: 6002.778809
	Iteration 8Q: 3 clusters Score -2.55941e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110887 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -25597478.000000 Penalty: 6002.778809
	Iteration 9Q: 3 clusters Score -2.559748e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119455 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -25602248.000000 Penalty: 6002.778809
	Iteration 10F: 3 clusters Score -2.560225e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130041 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -25608862.000000 Penalty: 6002.778809
	Iteration 11F: 3 clusters Score -2.560886e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141060 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -25616122.000000 Penalty: 6002.778809
	Iteration 12F: 3 clusters Score -2.561612e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151175 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -25623380.000000 Penalty: 6002.778809
	Iteration 13F: 3 clusters Score -2.562338e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159785 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -25627970.000000 Penalty: 6002.778809
	Iteration 14Q: 3 clusters Score -2.562797e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166244 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -25630184.000000 Penalty: 6002.778809
	Iteration 15Q: 3 clusters Score -2.563018e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -25631340.000000 Penalty: 6002.778809
	Iteration 16Q: 3 clusters Score -2.563134e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173993 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -25631768.000000 Penalty: 6002.778809
	Iteration 17Q: 3 clusters Score -2.563177e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175962 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -25631796.000000 Penalty: 6002.778809
	Iteration 18Q: 3 clusters Score -2.56318e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177171 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -25631942.000000 Penalty: 6002.778809
	Iteration 19Q: 3 clusters Score -2.563194e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177902 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -25631862.000000 Penalty: 6002.778809
	Iteration 20F: 3 clusters Score -2.563186e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178346 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -25631844.000000 Penalty: 6002.778809
	Iteration 21Q: 3 clusters Score -2.563184e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178645 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -25631882.000000 Penalty: 6002.778809
	Iteration 22Q: 3 clusters Score -2.563188e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178845 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -25631932.000000 Penalty: 6002.778809
	Iteration 23Q: 3 clusters Score -2.563193e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178985 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -25631958.000000 Penalty: 6002.778809
	Iteration 24Q: 3 clusters Score -2.563196e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179068 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -25631992.000000 Penalty: 6002.778809
	Iteration 25Q: 3 clusters Score -2.563199e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179141 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -25632046.000000 Penalty: 6002.778809
	Iteration 26Q: 3 clusters Score -2.563205e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179191 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -25632074.000000 Penalty: 6002.778809
	Iteration 27Q: 3 clusters Score -2.563207e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179231 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -25632100.000000 Penalty: 6002.778809
	Iteration 28Q: 3 clusters Score -2.56321e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179268 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -25632112.000000 Penalty: 6002.778809
	Iteration 29Q: 3 clusters Score -2.563211e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179294 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -25632134.000000 Penalty: 6002.778809
	Iteration 30Q: 3 clusters Score -2.563213e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179313 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -25632150.000000 Penalty: 6002.778809
	Iteration 31Q: 3 clusters Score -2.563215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179320 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -25632176.000000 Penalty: 6002.778809
	Iteration 32Q: 3 clusters Score -2.563218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179331 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -25632168.000000 Penalty: 6002.778809
	Iteration 33Q: 3 clusters Score -2.563217e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179339 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -25632156.000000 Penalty: 6002.778809
	Iteration 34Q: 3 clusters Score -2.563216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179349 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -25632164.000000 Penalty: 6002.778809
	Iteration 35Q: 3 clusters Score -2.563216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179358 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -25632164.000000 Penalty: 6002.778809
	Iteration 36Q: 3 clusters Score -2.563216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179371 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -25632184.000000 Penalty: 6002.778809
	Iteration 37Q: 3 clusters Score -2.563218e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179377 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -25632192.000000 Penalty: 6002.778809
	Iteration 38Q: 3 clusters Score -2.563219e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179385 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -25632180.000000 Penalty: 6002.778809
	Iteration 39Q: 3 clusters Score -2.563218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179395 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -25632174.000000 Penalty: 6002.778809
	Iteration 40F: 3 clusters Score -2.563217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179403 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -25632176.000000 Penalty: 6002.778809
	Iteration 41Q: 3 clusters Score -2.563218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179407 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -25632212.000000 Penalty: 6002.778809
	Iteration 42Q: 3 clusters Score -2.563221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179415 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -25632210.000000 Penalty: 6002.778809
	Iteration 43Q: 3 clusters Score -2.563221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179422 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -25632224.000000 Penalty: 6002.778809
	Iteration 44Q: 3 clusters Score -2.563222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179424 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -25632226.000000 Penalty: 6002.778809
	Iteration 45Q: 3 clusters Score -2.563223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179425 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -25632228.000000 Penalty: 6002.778809
	Iteration 46Q: 3 clusters Score -2.563223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179428 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -25632236.000000 Penalty: 6002.778809
	Iteration 47Q: 3 clusters Score -2.563224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179430 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -25632244.000000 Penalty: 6002.778809
	Iteration 48Q: 3 clusters Score -2.563224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179435 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -25632222.000000 Penalty: 6002.778809
	Iteration 49Q: 3 clusters Score -2.563222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179436 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -25632232.000000 Penalty: 6002.778809
	Iteration 50Q: 3 clusters Score -2.563223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179438 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -25632240.000000 Penalty: 6002.778809
	Iteration 51Q: 3 clusters Score -2.563224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179440 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -25632232.000000 Penalty: 6002.778809
	Iteration 52Q: 3 clusters Score -2.563223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179441 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -25632234.000000 Penalty: 6002.778809
	Iteration 53Q: 3 clusters Score -2.563223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179442 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -25632230.000000 Penalty: 6002.778809
	Iteration 54Q: 3 clusters Score -2.563223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179441 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -25632234.000000 Penalty: 6002.778809
	Iteration 55Q: 3 clusters Score -2.563223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179441 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -25632234.000000 Penalty: 6002.778809
	Iteration 56F: 3 clusters Score -2.563223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158905 members 
Entering Unmasked Estep 
Score: -22312114.000000 Penalty: 2970.063232
	Iteration 0F: 2 clusters Score -2.231211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -22207796.000000 Penalty: 5940.126465
	Iteration 0F: 3 clusters Score -2.22078e+07 nChanged 75883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -22251854.000000 Penalty: 5940.126465
	Iteration 1F: 3 clusters Score -2.225185e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -22252664.000000 Penalty: 5940.126465
	Iteration 2Q: 3 clusters Score -2.225266e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89246 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -22253732.000000 Penalty: 5940.126465
	Iteration 3Q: 3 clusters Score -2.225373e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -22255816.000000 Penalty: 5940.126465
	Iteration 4Q: 3 clusters Score -2.225582e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102330 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -22259614.000000 Penalty: 5940.126465
	Iteration 5F: 3 clusters Score -2.225961e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113705 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -22267030.000000 Penalty: 5940.126465
	Iteration 6F: 3 clusters Score -2.226703e+07 nChanged 14526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128229 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -22279806.000000 Penalty: 5940.126465
	Iteration 7F: 3 clusters Score -2.227981e+07 nChanged 14815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143044 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -22294850.000000 Penalty: 5940.126465
	Iteration 8F: 3 clusters Score -2.229485e+07 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -22305190.000000 Penalty: 5940.126465
	Iteration 9F: 3 clusters Score -2.230519e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157444 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -22308598.000000 Penalty: 5940.126465
	Iteration 10Q: 3 clusters Score -2.23086e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158508 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22309238.000000 Penalty: 5940.126465
	Iteration 11Q: 3 clusters Score -2.230924e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158682 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22309376.000000 Penalty: 5940.126465
	Iteration 12Q: 3 clusters Score -2.230938e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158719 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22309456.000000 Penalty: 5940.126465
	Iteration 13Q: 3 clusters Score -2.230946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158727 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22309496.000000 Penalty: 5940.126465
	Iteration 14Q: 3 clusters Score -2.23095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158733 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22309514.000000 Penalty: 5940.126465
	Iteration 15Q: 3 clusters Score -2.230951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158740 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22309538.000000 Penalty: 5940.126465
	Iteration 16Q: 3 clusters Score -2.230954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158742 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22309544.000000 Penalty: 5940.126465
	Iteration 17Q: 3 clusters Score -2.230954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158743 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22309552.000000 Penalty: 5940.126465
	Iteration 18Q: 3 clusters Score -2.230955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158743 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22309550.000000 Penalty: 5940.126465
	Iteration 19Q: 3 clusters Score -2.230955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158744 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22309572.000000 Penalty: 5940.126465
	Iteration 20F: 3 clusters Score -2.230957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158746 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22309566.000000 Penalty: 5940.126465
	Iteration 21Q: 3 clusters Score -2.230957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158744 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22309574.000000 Penalty: 5940.126465
	Iteration 22Q: 3 clusters Score -2.230957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158745 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22309576.000000 Penalty: 5940.126465
	Iteration 23Q: 3 clusters Score -2.230958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158746 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22309566.000000 Penalty: 5940.126465
	Iteration 24Q: 3 clusters Score -2.230957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158746 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22309566.000000 Penalty: 5940.126465
	Iteration 25F: 3 clusters Score -2.230957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107696 members 
Entering Unmasked Estep 
Score: -15292293.000000 Penalty: 2873.592773
	Iteration 0F: 2 clusters Score -1.529229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -15221064.000000 Penalty: 5747.185547
	Iteration 0F: 3 clusters Score -1.522106e+07 nChanged 50872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -15249613.000000 Penalty: 5747.185547
	Iteration 1F: 3 clusters Score -1.524961e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -15250280.000000 Penalty: 5747.185547
	Iteration 2Q: 3 clusters Score -1.525028e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -15250984.000000 Penalty: 5747.185547
	Iteration 3Q: 3 clusters Score -1.525098e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -15251864.000000 Penalty: 5747.185547
	Iteration 4Q: 3 clusters Score -1.525186e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -15253358.000000 Penalty: 5747.185547
	Iteration 5Q: 3 clusters Score -1.525336e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -15255519.000000 Penalty: 5747.185547
	Iteration 6Q: 3 clusters Score -1.525552e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -15259395.000000 Penalty: 5747.185547
	Iteration 7F: 3 clusters Score -1.52594e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -15265380.000000 Penalty: 5747.185547
	Iteration 8F: 3 clusters Score -1.526538e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89422 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -15273087.000000 Penalty: 5747.185547
	Iteration 9F: 3 clusters Score -1.527309e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97537 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -15280827.000000 Penalty: 5747.185547
	Iteration 10F: 3 clusters Score -1.528083e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102933 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -15285859.000000 Penalty: 5747.185547
	Iteration 11F: 3 clusters Score -1.528586e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105538 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -15288290.000000 Penalty: 5747.185547
	Iteration 12Q: 3 clusters Score -1.528829e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -15289207.000000 Penalty: 5747.185547
	Iteration 13Q: 3 clusters Score -1.528921e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106897 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -15289620.000000 Penalty: 5747.185547
	Iteration 14Q: 3 clusters Score -1.528962e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107035 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -15289774.000000 Penalty: 5747.185547
	Iteration 15Q: 3 clusters Score -1.528977e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107093 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -15289885.000000 Penalty: 5747.185547
	Iteration 16Q: 3 clusters Score -1.528988e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -15289938.000000 Penalty: 5747.185547
	Iteration 17Q: 3 clusters Score -1.528994e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -15289974.000000 Penalty: 5747.185547
	Iteration 18Q: 3 clusters Score -1.528997e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15289997.000000 Penalty: 5747.185547
	Iteration 19Q: 3 clusters Score -1.529e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107136 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -15290017.000000 Penalty: 5747.185547
	Iteration 20F: 3 clusters Score -1.529002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107135 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15290066.000000 Penalty: 5747.185547
	Iteration 21Q: 3 clusters Score -1.529007e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107132 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -15290077.000000 Penalty: 5747.185547
	Iteration 22Q: 3 clusters Score -1.529008e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107130 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15290096.000000 Penalty: 5747.185547
	Iteration 23Q: 3 clusters Score -1.52901e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107125 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -15290126.000000 Penalty: 5747.185547
	Iteration 24Q: 3 clusters Score -1.529013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -15290141.000000 Penalty: 5747.185547
	Iteration 25Q: 3 clusters Score -1.529014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -15290144.000000 Penalty: 5747.185547
	Iteration 26Q: 3 clusters Score -1.529014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107113 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -15290154.000000 Penalty: 5747.185547
	Iteration 27Q: 3 clusters Score -1.529015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15290155.000000 Penalty: 5747.185547
	Iteration 28Q: 3 clusters Score -1.529016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107104 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -15290147.000000 Penalty: 5747.185547
	Iteration 29Q: 3 clusters Score -1.529015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107099 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -15290137.000000 Penalty: 5747.185547
	Iteration 30Q: 3 clusters Score -1.529014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15290134.000000 Penalty: 5747.185547
	Iteration 31Q: 3 clusters Score -1.529013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107093 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -15290137.000000 Penalty: 5747.185547
	Iteration 32Q: 3 clusters Score -1.529014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -15290145.000000 Penalty: 5747.185547
	Iteration 33Q: 3 clusters Score -1.529014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -15290143.000000 Penalty: 5747.185547
	Iteration 34Q: 3 clusters Score -1.529014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -15290143.000000 Penalty: 5747.185547
	Iteration 35F: 3 clusters Score -1.529014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Entering Unmasked Estep 
Score: -1405355.250000 Penalty: 2283.816895
	Iteration 0F: 2 clusters Score -1405355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1397629.125000 Penalty: 4567.633789
	Iteration 0F: 3 clusters Score -1397629 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1399827.250000 Penalty: 4567.633789
	Iteration 1F: 3 clusters Score -1399827 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1400109.375000 Penalty: 4567.633789
	Iteration 2F: 3 clusters Score -1400109 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1400311.500000 Penalty: 4567.633789
	Iteration 3Q: 3 clusters Score -1400312 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1400437.000000 Penalty: 4567.633789
	Iteration 4Q: 3 clusters Score -1400437 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1400537.500000 Penalty: 4567.633789
	Iteration 5Q: 3 clusters Score -1400538 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1400623.250000 Penalty: 4567.633789
	Iteration 6Q: 3 clusters Score -1400623 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1400722.875000 Penalty: 4567.633789
	Iteration 7Q: 3 clusters Score -1400723 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1400806.250000 Penalty: 4567.633789
	Iteration 8Q: 3 clusters Score -1400806 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1400887.375000 Penalty: 4567.633789
	Iteration 9Q: 3 clusters Score -1400887 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1400966.125000 Penalty: 4567.633789
	Iteration 10Q: 3 clusters Score -1400966 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1401050.500000 Penalty: 4567.633789
	Iteration 11Q: 3 clusters Score -1401050 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1401151.000000 Penalty: 4567.633789
	Iteration 12Q: 3 clusters Score -1401151 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1401278.625000 Penalty: 4567.633789
	Iteration 13Q: 3 clusters Score -1401279 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1401436.750000 Penalty: 4567.633789
	Iteration 14Q: 3 clusters Score -1401437 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1401618.000000 Penalty: 4567.633789
	Iteration 15Q: 3 clusters Score -1401618 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1401802.000000 Penalty: 4567.633789
	Iteration 16Q: 3 clusters Score -1401802 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1401996.875000 Penalty: 4567.633789
	Iteration 17Q: 3 clusters Score -1401997 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1402179.375000 Penalty: 4567.633789
	Iteration 18Q: 3 clusters Score -1402179 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1402376.125000 Penalty: 4567.633789
	Iteration 19Q: 3 clusters Score -1402376 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1402551.125000 Penalty: 4567.633789
	Iteration 20F: 3 clusters Score -1402551 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1402725.125000 Penalty: 4567.633789
	Iteration 21Q: 3 clusters Score -1402725 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1402866.000000 Penalty: 4567.633789
	Iteration 22Q: 3 clusters Score -1402866 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1402981.375000 Penalty: 4567.633789
	Iteration 23Q: 3 clusters Score -1402981 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1403085.000000 Penalty: 4567.633789
	Iteration 24Q: 3 clusters Score -1403085 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1403161.625000 Penalty: 4567.633789
	Iteration 25Q: 3 clusters Score -1403162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1403219.875000 Penalty: 4567.633789
	Iteration 26Q: 3 clusters Score -1403220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1403259.375000 Penalty: 4567.633789
	Iteration 27Q: 3 clusters Score -1403259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1403290.750000 Penalty: 4567.633789
	Iteration 28Q: 3 clusters Score -1403291 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1403320.250000 Penalty: 4567.633789
	Iteration 29Q: 3 clusters Score -1403320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1403342.500000 Penalty: 4567.633789
	Iteration 30Q: 3 clusters Score -1403342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1403354.250000 Penalty: 4567.633789
	Iteration 31Q: 3 clusters Score -1403354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1403369.500000 Penalty: 4567.633789
	Iteration 32Q: 3 clusters Score -1403370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1403385.500000 Penalty: 4567.633789
	Iteration 33Q: 3 clusters Score -1403386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1403394.125000 Penalty: 4567.633789
	Iteration 34Q: 3 clusters Score -1403394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1403403.125000 Penalty: 4567.633789
	Iteration 35Q: 3 clusters Score -1403403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1403406.875000 Penalty: 4567.633789
	Iteration 36Q: 3 clusters Score -1403407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1403415.750000 Penalty: 4567.633789
	Iteration 37Q: 3 clusters Score -1403416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1403417.375000 Penalty: 4567.633789
	Iteration 38Q: 3 clusters Score -1403417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1403420.250000 Penalty: 4567.633789
	Iteration 39Q: 3 clusters Score -1403420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1403423.250000 Penalty: 4567.633789
	Iteration 40F: 3 clusters Score -1403423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1403425.875000 Penalty: 4567.633789
	Iteration 41Q: 3 clusters Score -1403426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1403426.625000 Penalty: 4567.633789
	Iteration 42Q: 3 clusters Score -1403427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1403429.125000 Penalty: 4567.633789
	Iteration 43Q: 3 clusters Score -1403429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1403431.250000 Penalty: 4567.633789
	Iteration 44Q: 3 clusters Score -1403431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1403436.625000 Penalty: 4567.633789
	Iteration 45Q: 3 clusters Score -1403437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1403436.625000 Penalty: 4567.633789
	Iteration 46Q: 3 clusters Score -1403437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1403441.000000 Penalty: 4567.633789
	Iteration 47Q: 3 clusters Score -1403441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1403444.500000 Penalty: 4567.633789
	Iteration 48Q: 3 clusters Score -1403444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1403449.875000 Penalty: 4567.633789
	Iteration 49Q: 3 clusters Score -1403450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1403451.250000 Penalty: 4567.633789
	Iteration 50Q: 3 clusters Score -1403451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1403451.000000 Penalty: 4567.633789
	Iteration 51Q: 3 clusters Score -1403451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1403453.500000 Penalty: 4567.633789
	Iteration 52Q: 3 clusters Score -1403454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1403456.875000 Penalty: 4567.633789
	Iteration 53Q: 3 clusters Score -1403457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1403455.500000 Penalty: 4567.633789
	Iteration 54Q: 3 clusters Score -1403456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1403455.500000 Penalty: 4567.633789
	Iteration 55F: 3 clusters Score -1403456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -102591.257812 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -102591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100975.304688 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -100975.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -101611.132812 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -101611.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101782.218750 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -101782.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -101843.195312 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -101843.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101909.367188 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -101909.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101962.953125 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -101963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102011.773438 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -102011.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102052.132812 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -102052.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102082.515625 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -102082.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102121.101562 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -102121.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102233.757812 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -102233.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -102427.156250 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -102427.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102651.429688 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -102651.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102730.625000 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -102730.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -102788.429688 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -102788.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -102842.671875 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -102842.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -102885.320312 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -102885.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -102939.132812 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -102939.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103018.906250 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -103018.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103078.695312 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -103078.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -103106.406250 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -103106.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103132.843750 Penalty: 3347.384766
	Iteration 21Q: 3 clusters Score -103132.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -103174.640625 Penalty: 3347.384766
	Iteration 22Q: 3 clusters Score -103174.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -103209.273438 Penalty: 3347.384766
	Iteration 23Q: 3 clusters Score -103209.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -103252.164062 Penalty: 3347.384766
	Iteration 24Q: 3 clusters Score -103252.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -103282.531250 Penalty: 3347.384766
	Iteration 25Q: 3 clusters Score -103282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -103294.804688 Penalty: 3347.384766
	Iteration 26Q: 3 clusters Score -103294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -103306.070312 Penalty: 3347.384766
	Iteration 27Q: 3 clusters Score -103306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -103315.601562 Penalty: 3347.384766
	Iteration 28Q: 3 clusters Score -103315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -103315.601562 Penalty: 3347.384766
	Iteration 29F: 3 clusters Score -103315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27132 members 
Mstep: Class 3 contains 24292 members 
Mstep: Class 4 contains 158286 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42215 members 
Mstep: Class 12 contains 90987 members 
Mstep: Class 13 contains 180300 members 
Mstep: Class 14 contains 158905 members 
Mstep: Class 16 contains 107696 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 633 members 
Mstep: Class 20 contains 83721 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
Score: -147039792.000000 Penalty: 72245.875000
Splitting cluster 19 changes total score from -147040928.000000 to -147039792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (83721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Entering Unmasked Estep 
Score: -11910462.000000 Penalty: 2811.140869
	Iteration 0F: 2 clusters Score -1.191046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -11854507.000000 Penalty: 5622.281738
	Iteration 0F: 3 clusters Score -1.185451e+07 nChanged 39397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -11876795.000000 Penalty: 5622.281738
	Iteration 1F: 3 clusters Score -1.18768e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -11877587.000000 Penalty: 5622.281738
	Iteration 2Q: 3 clusters Score -1.187759e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -11878413.000000 Penalty: 5622.281738
	Iteration 3Q: 3 clusters Score -1.187841e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -11879619.000000 Penalty: 5622.281738
	Iteration 4Q: 3 clusters Score -1.187962e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -11881483.000000 Penalty: 5622.281738
	Iteration 5Q: 3 clusters Score -1.188148e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -11884368.000000 Penalty: 5622.281738
	Iteration 6F: 3 clusters Score -1.188437e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -11888739.000000 Penalty: 5622.281738
	Iteration 7F: 3 clusters Score -1.188874e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -11894397.000000 Penalty: 5622.281738
	Iteration 8F: 3 clusters Score -1.18944e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -11899990.000000 Penalty: 5622.281738
	Iteration 9F: 3 clusters Score -1.189999e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -11904165.000000 Penalty: 5622.281738
	Iteration 10F: 3 clusters Score -1.190416e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -11906348.000000 Penalty: 5622.281738
	Iteration 11Q: 3 clusters Score -1.190635e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -11907346.000000 Penalty: 5622.281738
	Iteration 12Q: 3 clusters Score -1.190735e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -11907724.000000 Penalty: 5622.281738
	Iteration 13Q: 3 clusters Score -1.190772e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -11907897.000000 Penalty: 5622.281738
	Iteration 14Q: 3 clusters Score -1.19079e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -11907978.000000 Penalty: 5622.281738
	Iteration 15Q: 3 clusters Score -1.190798e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -11908030.000000 Penalty: 5622.281738
	Iteration 16Q: 3 clusters Score -1.190803e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -11908066.000000 Penalty: 5622.281738
	Iteration 17Q: 3 clusters Score -1.190807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 83330 members 
Entering Unmasked Estep 
Score: -11908072.000000 Penalty: 5622.281738
	Iteration 18Q: 3 clusters Score -1.190807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -11908071.000000 Penalty: 5622.281738
	Iteration 19Q: 3 clusters Score -1.190807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 83342 members 
Entering Unmasked Estep 
Score: -11908080.000000 Penalty: 5622.281738
	Iteration 20F: 3 clusters Score -1.190808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -11908090.000000 Penalty: 5622.281738
	Iteration 21Q: 3 clusters Score -1.190809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
Score: -11908113.000000 Penalty: 5622.281738
	Iteration 22Q: 3 clusters Score -1.190811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -11908110.000000 Penalty: 5622.281738
	Iteration 23Q: 3 clusters Score -1.190811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -11908115.000000 Penalty: 5622.281738
	Iteration 24Q: 3 clusters Score -1.190812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -11908116.000000 Penalty: 5622.281738
	Iteration 25Q: 3 clusters Score -1.190812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -11908109.000000 Penalty: 5622.281738
	Iteration 26Q: 3 clusters Score -1.190811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -11908112.000000 Penalty: 5622.281738
	Iteration 27Q: 3 clusters Score -1.190811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -11908117.000000 Penalty: 5622.281738
	Iteration 28Q: 3 clusters Score -1.190812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -11908117.000000 Penalty: 5622.281738
	Iteration 29Q: 3 clusters Score -1.190812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -11908117.000000 Penalty: 5622.281738
	Iteration 30Q: 3 clusters Score -1.190812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -11908117.000000 Penalty: 5622.281738
	Iteration 31F: 3 clusters Score -1.190812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Entering Unmasked Estep 
Score: -299347.437500 Penalty: 1911.239990
	Iteration 0F: 2 clusters Score -299347.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -296601.343750 Penalty: 3822.479980
	Iteration 0F: 3 clusters Score -296601.3 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -297124.312500 Penalty: 3822.479980
	Iteration 1F: 3 clusters Score -297124.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -297280.750000 Penalty: 3822.479980
	Iteration 2F: 3 clusters Score -297280.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -297375.062500 Penalty: 3822.479980
	Iteration 3Q: 3 clusters Score -297375.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -297429.968750 Penalty: 3822.479980
	Iteration 4Q: 3 clusters Score -297430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297456.906250 Penalty: 3822.479980
	Iteration 5Q: 3 clusters Score -297456.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -297483.281250 Penalty: 3822.479980
	Iteration 6Q: 3 clusters Score -297483.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297497.312500 Penalty: 3822.479980
	Iteration 7Q: 3 clusters Score -297497.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -297509.562500 Penalty: 3822.479980
	Iteration 8Q: 3 clusters Score -297509.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -297518.250000 Penalty: 3822.479980
	Iteration 9Q: 3 clusters Score -297518.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -297525.875000 Penalty: 3822.479980
	Iteration 10Q: 3 clusters Score -297525.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -297531.812500 Penalty: 3822.479980
	Iteration 11Q: 3 clusters Score -297531.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -297538.875000 Penalty: 3822.479980
	Iteration 12Q: 3 clusters Score -297538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -297544.687500 Penalty: 3822.479980
	Iteration 13Q: 3 clusters Score -297544.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -297551.250000 Penalty: 3822.479980
	Iteration 14Q: 3 clusters Score -297551.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -297558.218750 Penalty: 3822.479980
	Iteration 15Q: 3 clusters Score -297558.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -297564.656250 Penalty: 3822.479980
	Iteration 16Q: 3 clusters Score -297564.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -297567.156250 Penalty: 3822.479980
	Iteration 17Q: 3 clusters Score -297567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -297568.781250 Penalty: 3822.479980
	Iteration 18Q: 3 clusters Score -297568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -297568.781250 Penalty: 3822.479980
	Iteration 19F: 3 clusters Score -297568.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -57325.082031 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -57325.08 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: -56126.554688 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -56126.55 nChanged 109
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: -56632.031250 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -56632.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -57048.296875 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -57048.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57742.910156 Penalty: 3025.758301
	Iteration 3F: 3 clusters Score -57742.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -57913.605469 Penalty: 3025.758301
	Iteration 4F: 3 clusters Score -57913.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57952.914062 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -57952.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -57988.691406 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -57988.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -57988.691406 Penalty: 3025.758301
	Iteration 7F: 3 clusters Score -57988.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27132 members 
Mstep: Class 3 contains 24292 members 
Mstep: Class 4 contains 158286 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42215 members 
Mstep: Class 12 contains 90987 members 
Mstep: Class 13 contains 180300 members 
Mstep: Class 14 contains 158905 members 
Mstep: Class 16 contains 107696 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83721 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 62 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
Score: -147039632.000000 Penalty: 72245.875000
Splitting cluster 22 changes total score from -147040928.000000 to -147039632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (90123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Entering Unmasked Estep 
Score: -12806919.000000 Penalty: 2829.414795
	Iteration 0F: 2 clusters Score -1.280692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -12746790.000000 Penalty: 5658.829590
	Iteration 0F: 3 clusters Score -1.274679e+07 nChanged 42485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -12770845.000000 Penalty: 5658.829590
	Iteration 1F: 3 clusters Score -1.277084e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -12771472.000000 Penalty: 5658.829590
	Iteration 2Q: 3 clusters Score -1.277147e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -12772079.000000 Penalty: 5658.829590
	Iteration 3Q: 3 clusters Score -1.277208e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -12772831.000000 Penalty: 5658.829590
	Iteration 4Q: 3 clusters Score -1.277283e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -12773703.000000 Penalty: 5658.829590
	Iteration 5Q: 3 clusters Score -1.27737e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -12774901.000000 Penalty: 5658.829590
	Iteration 6Q: 3 clusters Score -1.27749e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -12776597.000000 Penalty: 5658.829590
	Iteration 7Q: 3 clusters Score -1.27766e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -12779260.000000 Penalty: 5658.829590
	Iteration 8F: 3 clusters Score -1.277926e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -12782948.000000 Penalty: 5658.829590
	Iteration 9F: 3 clusters Score -1.278295e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -12787307.000000 Penalty: 5658.829590
	Iteration 10F: 3 clusters Score -1.278731e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -12791526.000000 Penalty: 5658.829590
	Iteration 11F: 3 clusters Score -1.279153e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -12794569.000000 Penalty: 5658.829590
	Iteration 12Q: 3 clusters Score -1.279457e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -12796273.000000 Penalty: 5658.829590
	Iteration 13Q: 3 clusters Score -1.279627e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -12797481.000000 Penalty: 5658.829590
	Iteration 14Q: 3 clusters Score -1.279748e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -12798450.000000 Penalty: 5658.829590
	Iteration 15Q: 3 clusters Score -1.279845e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -12799283.000000 Penalty: 5658.829590
	Iteration 16Q: 3 clusters Score -1.279928e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -12800041.000000 Penalty: 5658.829590
	Iteration 17Q: 3 clusters Score -1.280004e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -12800709.000000 Penalty: 5658.829590
	Iteration 18Q: 3 clusters Score -1.280071e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 81809 members 
Entering Unmasked Estep 
Score: -12801318.000000 Penalty: 5658.829590
	Iteration 19Q: 3 clusters Score -1.280132e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -12801879.000000 Penalty: 5658.829590
	Iteration 20F: 3 clusters Score -1.280188e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 83705 members 
Entering Unmasked Estep 
Score: -12802290.000000 Penalty: 5658.829590
	Iteration 21Q: 3 clusters Score -1.280229e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 84480 members 
Entering Unmasked Estep 
Score: -12802724.000000 Penalty: 5658.829590
	Iteration 22Q: 3 clusters Score -1.280272e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 85125 members 
Entering Unmasked Estep 
Score: -12803030.000000 Penalty: 5658.829590
	Iteration 23Q: 3 clusters Score -1.280303e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 85702 members 
Entering Unmasked Estep 
Score: -12803280.000000 Penalty: 5658.829590
	Iteration 24Q: 3 clusters Score -1.280328e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
Score: -12803503.000000 Penalty: 5658.829590
	Iteration 25Q: 3 clusters Score -1.28035e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 86636 members 
Entering Unmasked Estep 
Score: -12803664.000000 Penalty: 5658.829590
	Iteration 26Q: 3 clusters Score -1.280366e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 86994 members 
Entering Unmasked Estep 
Score: -12803819.000000 Penalty: 5658.829590
	Iteration 27Q: 3 clusters Score -1.280382e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -12803950.000000 Penalty: 5658.829590
	Iteration 28Q: 3 clusters Score -1.280395e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -12804011.000000 Penalty: 5658.829590
	Iteration 29Q: 3 clusters Score -1.280401e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -12804079.000000 Penalty: 5658.829590
	Iteration 30Q: 3 clusters Score -1.280408e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -12804198.000000 Penalty: 5658.829590
	Iteration 31Q: 3 clusters Score -1.28042e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -12804244.000000 Penalty: 5658.829590
	Iteration 32Q: 3 clusters Score -1.280424e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -12804295.000000 Penalty: 5658.829590
	Iteration 33Q: 3 clusters Score -1.28043e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -12804357.000000 Penalty: 5658.829590
	Iteration 34Q: 3 clusters Score -1.280436e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -12804390.000000 Penalty: 5658.829590
	Iteration 35Q: 3 clusters Score -1.280439e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 88593 members 
Entering Unmasked Estep 
Score: -12804417.000000 Penalty: 5658.829590
	Iteration 36Q: 3 clusters Score -1.280442e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -12804428.000000 Penalty: 5658.829590
	Iteration 37Q: 3 clusters Score -1.280443e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -12804432.000000 Penalty: 5658.829590
	Iteration 38Q: 3 clusters Score -1.280443e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 88753 members 
Entering Unmasked Estep 
Score: -12804451.000000 Penalty: 5658.829590
	Iteration 39Q: 3 clusters Score -1.280445e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -12804462.000000 Penalty: 5658.829590
	Iteration 40F: 3 clusters Score -1.280446e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -12804477.000000 Penalty: 5658.829590
	Iteration 41Q: 3 clusters Score -1.280448e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -12804499.000000 Penalty: 5658.829590
	Iteration 42Q: 3 clusters Score -1.28045e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -12804511.000000 Penalty: 5658.829590
	Iteration 43Q: 3 clusters Score -1.280451e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -12804531.000000 Penalty: 5658.829590
	Iteration 44Q: 3 clusters Score -1.280453e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -12804556.000000 Penalty: 5658.829590
	Iteration 45Q: 3 clusters Score -1.280456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -12804579.000000 Penalty: 5658.829590
	Iteration 46Q: 3 clusters Score -1.280458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -12804600.000000 Penalty: 5658.829590
	Iteration 47Q: 3 clusters Score -1.28046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -12804606.000000 Penalty: 5658.829590
	Iteration 48Q: 3 clusters Score -1.280461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -12804621.000000 Penalty: 5658.829590
	Iteration 49Q: 3 clusters Score -1.280462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -12804614.000000 Penalty: 5658.829590
	Iteration 50Q: 3 clusters Score -1.280461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -12804622.000000 Penalty: 5658.829590
	Iteration 51Q: 3 clusters Score -1.280462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -12804633.000000 Penalty: 5658.829590
	Iteration 52Q: 3 clusters Score -1.280463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -12804629.000000 Penalty: 5658.829590
	Iteration 53Q: 3 clusters Score -1.280463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
Score: -12804629.000000 Penalty: 5658.829590
	Iteration 54Q: 3 clusters Score -1.280463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -12804619.000000 Penalty: 5658.829590
	Iteration 55Q: 3 clusters Score -1.280462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -12804633.000000 Penalty: 5658.829590
	Iteration 56Q: 3 clusters Score -1.280463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 89111 members 
Entering Unmasked Estep 
Score: -12804628.000000 Penalty: 5658.829590
	Iteration 57Q: 3 clusters Score -1.280463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -12804627.000000 Penalty: 5658.829590
	Iteration 58Q: 3 clusters Score -1.280463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -12804626.000000 Penalty: 5658.829590
	Iteration 59Q: 3 clusters Score -1.280463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -12804629.000000 Penalty: 5658.829590
	Iteration 60F: 3 clusters Score -1.280463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -12804629.000000 Penalty: 5658.829590
	Iteration 61Q: 3 clusters Score -1.280463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -12804629.000000 Penalty: 5658.829590
	Iteration 62F: 3 clusters Score -1.280463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27132 members 
Mstep: Class 3 contains 24292 members 
Mstep: Class 4 contains 158286 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42215 members 
Mstep: Class 12 contains 90987 members 
Mstep: Class 13 contains 180300 members 
Mstep: Class 14 contains 158905 members 
Mstep: Class 16 contains 107696 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83721 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040864.000000 Penalty: 68805.593750
Iteration 319Q: 21 clusters Score -1.470409e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27132 members 
Mstep: Class 3 contains 24281 members 
Mstep: Class 4 contains 158289 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42215 members 
Mstep: Class 12 contains 90990 members 
Mstep: Class 13 contains 180304 members 
Mstep: Class 14 contains 158898 members 
Mstep: Class 16 contains 107699 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83724 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040880.000000 Penalty: 68805.593750
Iteration 320F: 21 clusters Score -1.470409e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27132 members 
Mstep: Class 3 contains 24273 members 
Mstep: Class 4 contains 158295 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42215 members 
Mstep: Class 12 contains 90988 members 
Mstep: Class 13 contains 180311 members 
Mstep: Class 14 contains 158893 members 
Mstep: Class 16 contains 107702 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83723 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040944.000000 Penalty: 68805.593750
Iteration 321Q: 21 clusters Score -1.470409e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27134 members 
Mstep: Class 3 contains 24270 members 
Mstep: Class 4 contains 158297 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42215 members 
Mstep: Class 12 contains 90990 members 
Mstep: Class 13 contains 180311 members 
Mstep: Class 14 contains 158886 members 
Mstep: Class 16 contains 107706 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83723 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040944.000000 Penalty: 68805.593750
Iteration 322Q: 21 clusters Score -1.470409e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27136 members 
Mstep: Class 3 contains 24267 members 
Mstep: Class 4 contains 158299 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 90990 members 
Mstep: Class 13 contains 180311 members 
Mstep: Class 14 contains 158880 members 
Mstep: Class 16 contains 107710 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83724 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040960.000000 Penalty: 68805.593750
Iteration 323Q: 21 clusters Score -1.47041e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27139 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 158301 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17244 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 90989 members 
Mstep: Class 13 contains 180314 members 
Mstep: Class 14 contains 158874 members 
Mstep: Class 16 contains 107715 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83726 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 324Q: 21 clusters Score -1.470409e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27143 members 
Mstep: Class 3 contains 24249 members 
Mstep: Class 4 contains 158300 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17246 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 90988 members 
Mstep: Class 13 contains 180319 members 
Mstep: Class 14 contains 158871 members 
Mstep: Class 16 contains 107718 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83729 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040944.000000 Penalty: 68805.593750
Iteration 325Q: 21 clusters Score -1.470409e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27144 members 
Mstep: Class 3 contains 24239 members 
Mstep: Class 4 contains 158300 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17249 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 90990 members 
Mstep: Class 13 contains 180324 members 
Mstep: Class 14 contains 158864 members 
Mstep: Class 16 contains 107720 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83731 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040944.000000 Penalty: 68805.593750
Iteration 326Q: 21 clusters Score -1.470409e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27146 members 
Mstep: Class 3 contains 24221 members 
Mstep: Class 4 contains 158304 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17250 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 90991 members 
Mstep: Class 13 contains 180338 members 
Mstep: Class 14 contains 158857 members 
Mstep: Class 16 contains 107720 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83733 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040976.000000 Penalty: 68805.593750
Iteration 327Q: 21 clusters Score -1.47041e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27147 members 
Mstep: Class 3 contains 24210 members 
Mstep: Class 4 contains 158303 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17250 members 
Mstep: Class 11 contains 42217 members 
Mstep: Class 12 contains 90992 members 
Mstep: Class 13 contains 180347 members 
Mstep: Class 14 contains 158855 members 
Mstep: Class 16 contains 107723 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83735 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 328Q: 21 clusters Score -1.470409e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27148 members 
Mstep: Class 3 contains 24201 members 
Mstep: Class 4 contains 158302 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17249 members 
Mstep: Class 11 contains 42218 members 
Mstep: Class 12 contains 90994 members 
Mstep: Class 13 contains 180351 members 
Mstep: Class 14 contains 158853 members 
Mstep: Class 16 contains 107725 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83737 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040960.000000 Penalty: 68805.593750
Iteration 329Q: 21 clusters Score -1.47041e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27150 members 
Mstep: Class 3 contains 24193 members 
Mstep: Class 4 contains 158300 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17249 members 
Mstep: Class 11 contains 42218 members 
Mstep: Class 12 contains 90996 members 
Mstep: Class 13 contains 180356 members 
Mstep: Class 14 contains 158851 members 
Mstep: Class 16 contains 107724 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83738 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040992.000000 Penalty: 68805.593750
Iteration 330Q: 21 clusters Score -1.47041e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27152 members 
Mstep: Class 3 contains 24184 members 
Mstep: Class 4 contains 158300 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17249 members 
Mstep: Class 11 contains 42218 members 
Mstep: Class 12 contains 91000 members 
Mstep: Class 13 contains 180357 members 
Mstep: Class 14 contains 158850 members 
Mstep: Class 16 contains 107724 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83741 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040944.000000 Penalty: 68805.593750
Iteration 331Q: 21 clusters Score -1.470409e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27152 members 
Mstep: Class 3 contains 24174 members 
Mstep: Class 4 contains 158302 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17248 members 
Mstep: Class 11 contains 42218 members 
Mstep: Class 12 contains 91001 members 
Mstep: Class 13 contains 180360 members 
Mstep: Class 14 contains 158853 members 
Mstep: Class 16 contains 107724 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83743 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040912.000000 Penalty: 68805.593750
Iteration 332Q: 21 clusters Score -1.470409e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27153 members 
Mstep: Class 3 contains 24164 members 
Mstep: Class 4 contains 158298 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17246 members 
Mstep: Class 11 contains 42218 members 
Mstep: Class 12 contains 91003 members 
Mstep: Class 13 contains 180364 members 
Mstep: Class 14 contains 158859 members 
Mstep: Class 16 contains 107726 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83746 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040928.000000 Penalty: 68805.593750
Iteration 333Q: 21 clusters Score -1.470409e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27155 members 
Mstep: Class 3 contains 24153 members 
Mstep: Class 4 contains 158296 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17244 members 
Mstep: Class 11 contains 42219 members 
Mstep: Class 12 contains 91005 members 
Mstep: Class 13 contains 180368 members 
Mstep: Class 14 contains 158864 members 
Mstep: Class 16 contains 107726 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83751 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040976.000000 Penalty: 68805.593750
Iteration 334Q: 21 clusters Score -1.47041e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27159 members 
Mstep: Class 3 contains 24145 members 
Mstep: Class 4 contains 158288 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17240 members 
Mstep: Class 11 contains 42219 members 
Mstep: Class 12 contains 91009 members 
Mstep: Class 13 contains 180366 members 
Mstep: Class 14 contains 158872 members 
Mstep: Class 16 contains 107729 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83756 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040976.000000 Penalty: 68805.593750
Iteration 335Q: 21 clusters Score -1.47041e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27164 members 
Mstep: Class 3 contains 24139 members 
Mstep: Class 4 contains 158283 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17239 members 
Mstep: Class 11 contains 42222 members 
Mstep: Class 12 contains 91013 members 
Mstep: Class 13 contains 180363 members 
Mstep: Class 14 contains 158871 members 
Mstep: Class 16 contains 107730 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83759 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041024.000000 Penalty: 68805.593750
Iteration 336Q: 21 clusters Score -1.47041e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27166 members 
Mstep: Class 3 contains 24133 members 
Mstep: Class 4 contains 158279 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17239 members 
Mstep: Class 11 contains 42222 members 
Mstep: Class 12 contains 91014 members 
Mstep: Class 13 contains 180362 members 
Mstep: Class 14 contains 158874 members 
Mstep: Class 16 contains 107730 members 
Mstep: Class 18 contains 9983 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83760 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041040.000000 Penalty: 68805.593750
Iteration 337Q: 21 clusters Score -1.47041e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27166 members 
Mstep: Class 3 contains 24125 members 
Mstep: Class 4 contains 158276 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17239 members 
Mstep: Class 11 contains 42222 members 
Mstep: Class 12 contains 91014 members 
Mstep: Class 13 contains 180368 members 
Mstep: Class 14 contains 158877 members 
Mstep: Class 16 contains 107730 members 
Mstep: Class 18 contains 9982 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83762 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041024.000000 Penalty: 68805.593750
Iteration 338Q: 21 clusters Score -1.47041e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27167 members 
Mstep: Class 3 contains 24116 members 
Mstep: Class 4 contains 158278 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17240 members 
Mstep: Class 11 contains 42222 members 
Mstep: Class 12 contains 91013 members 
Mstep: Class 13 contains 180373 members 
Mstep: Class 14 contains 158876 members 
Mstep: Class 16 contains 107732 members 
Mstep: Class 18 contains 9982 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83762 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040960.000000 Penalty: 68805.593750
Iteration 339Q: 21 clusters Score -1.47041e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27167 members 
Mstep: Class 3 contains 24107 members 
Mstep: Class 4 contains 158280 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17239 members 
Mstep: Class 11 contains 42222 members 
Mstep: Class 12 contains 91011 members 
Mstep: Class 13 contains 180381 members 
Mstep: Class 14 contains 158873 members 
Mstep: Class 16 contains 107732 members 
Mstep: Class 18 contains 9982 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83764 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041056.000000 Penalty: 68805.593750
Iteration 340F: 21 clusters Score -1.470411e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27167 members 
Mstep: Class 3 contains 24099 members 
Mstep: Class 4 contains 158282 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17238 members 
Mstep: Class 11 contains 42224 members 
Mstep: Class 12 contains 91007 members 
Mstep: Class 13 contains 180387 members 
Mstep: Class 14 contains 158871 members 
Mstep: Class 16 contains 107735 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83768 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040928.000000 Penalty: 68805.593750
Iteration 341Q: 21 clusters Score -1.470409e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27168 members 
Mstep: Class 3 contains 24092 members 
Mstep: Class 4 contains 158276 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17236 members 
Mstep: Class 11 contains 42225 members 
Mstep: Class 12 contains 91008 members 
Mstep: Class 13 contains 180389 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107737 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83773 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041040.000000 Penalty: 68805.593750
Iteration 342Q: 21 clusters Score -1.47041e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27171 members 
Mstep: Class 3 contains 24089 members 
Mstep: Class 4 contains 158276 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17236 members 
Mstep: Class 11 contains 42226 members 
Mstep: Class 12 contains 91008 members 
Mstep: Class 13 contains 180387 members 
Mstep: Class 14 contains 158872 members 
Mstep: Class 16 contains 107737 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83777 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040976.000000 Penalty: 68805.593750
Iteration 343Q: 21 clusters Score -1.47041e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27174 members 
Mstep: Class 3 contains 24080 members 
Mstep: Class 4 contains 158269 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17237 members 
Mstep: Class 11 contains 42227 members 
Mstep: Class 12 contains 91009 members 
Mstep: Class 13 contains 180392 members 
Mstep: Class 14 contains 158874 members 
Mstep: Class 16 contains 107738 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83780 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041024.000000 Penalty: 68805.593750
Iteration 344Q: 21 clusters Score -1.47041e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27176 members 
Mstep: Class 3 contains 24073 members 
Mstep: Class 4 contains 158269 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57625 members 
Mstep: Class 10 contains 17236 members 
Mstep: Class 11 contains 42226 members 
Mstep: Class 12 contains 91012 members 
Mstep: Class 13 contains 180390 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107742 members 
Mstep: Class 18 contains 9979 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83785 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040976.000000 Penalty: 68805.593750
Iteration 345Q: 21 clusters Score -1.47041e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27180 members 
Mstep: Class 3 contains 24065 members 
Mstep: Class 4 contains 158267 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57623 members 
Mstep: Class 10 contains 17237 members 
Mstep: Class 11 contains 42226 members 
Mstep: Class 12 contains 91014 members 
Mstep: Class 13 contains 180389 members 
Mstep: Class 14 contains 158876 members 
Mstep: Class 16 contains 107744 members 
Mstep: Class 18 contains 9979 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83787 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147040976.000000 Penalty: 68805.593750
Iteration 346Q: 21 clusters Score -1.47041e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27182 members 
Mstep: Class 3 contains 24061 members 
Mstep: Class 4 contains 158262 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57624 members 
Mstep: Class 10 contains 17235 members 
Mstep: Class 11 contains 42227 members 
Mstep: Class 12 contains 91013 members 
Mstep: Class 13 contains 180388 members 
Mstep: Class 14 contains 158881 members 
Mstep: Class 16 contains 107746 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83790 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041088.000000 Penalty: 68805.593750
Iteration 347Q: 21 clusters Score -1.470411e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27188 members 
Mstep: Class 3 contains 24056 members 
Mstep: Class 4 contains 158254 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57627 members 
Mstep: Class 10 contains 17235 members 
Mstep: Class 11 contains 42227 members 
Mstep: Class 12 contains 91013 members 
Mstep: Class 13 contains 180386 members 
Mstep: Class 14 contains 158883 members 
Mstep: Class 16 contains 107748 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83793 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041008.000000 Penalty: 68805.593750
Iteration 348Q: 21 clusters Score -1.47041e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27191 members 
Mstep: Class 3 contains 24050 members 
Mstep: Class 4 contains 158249 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57628 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42227 members 
Mstep: Class 12 contains 91013 members 
Mstep: Class 13 contains 180388 members 
Mstep: Class 14 contains 158886 members 
Mstep: Class 16 contains 107751 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83793 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041008.000000 Penalty: 68805.593750
Iteration 349Q: 21 clusters Score -1.47041e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27193 members 
Mstep: Class 3 contains 24046 members 
Mstep: Class 4 contains 158248 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57626 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42230 members 
Mstep: Class 12 contains 91015 members 
Mstep: Class 13 contains 180387 members 
Mstep: Class 14 contains 158886 members 
Mstep: Class 16 contains 107752 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83793 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041056.000000 Penalty: 68805.593750
Iteration 350Q: 21 clusters Score -1.470411e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27197 members 
Mstep: Class 3 contains 24047 members 
Mstep: Class 4 contains 158249 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57627 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 91015 members 
Mstep: Class 13 contains 180380 members 
Mstep: Class 14 contains 158881 members 
Mstep: Class 16 contains 107755 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83794 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041120.000000 Penalty: 68805.593750
Iteration 351Q: 21 clusters Score -1.470411e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27198 members 
Mstep: Class 3 contains 24047 members 
Mstep: Class 4 contains 158248 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 91018 members 
Mstep: Class 13 contains 180376 members 
Mstep: Class 14 contains 158880 members 
Mstep: Class 16 contains 107755 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041104.000000 Penalty: 68805.593750
Iteration 352Q: 21 clusters Score -1.470411e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27200 members 
Mstep: Class 3 contains 24047 members 
Mstep: Class 4 contains 158247 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 91015 members 
Mstep: Class 13 contains 180374 members 
Mstep: Class 14 contains 158878 members 
Mstep: Class 16 contains 107756 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041088.000000 Penalty: 68805.593750
Iteration 353Q: 21 clusters Score -1.470411e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 24047 members 
Mstep: Class 4 contains 158245 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 91016 members 
Mstep: Class 13 contains 180373 members 
Mstep: Class 14 contains 158878 members 
Mstep: Class 16 contains 107756 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041136.000000 Penalty: 68805.593750
Iteration 354Q: 21 clusters Score -1.470411e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 24048 members 
Mstep: Class 4 contains 158245 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42232 members 
Mstep: Class 12 contains 91014 members 
Mstep: Class 13 contains 180373 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107758 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041168.000000 Penalty: 68805.593750
Iteration 355Q: 21 clusters Score -1.470412e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 24048 members 
Mstep: Class 4 contains 158243 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91013 members 
Mstep: Class 13 contains 180374 members 
Mstep: Class 14 contains 158877 members 
Mstep: Class 16 contains 107758 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041136.000000 Penalty: 68805.593750
Iteration 356Q: 21 clusters Score -1.470411e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 24047 members 
Mstep: Class 4 contains 158243 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57633 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91013 members 
Mstep: Class 13 contains 180375 members 
Mstep: Class 14 contains 158876 members 
Mstep: Class 16 contains 107758 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041120.000000 Penalty: 68805.593750
Iteration 357Q: 21 clusters Score -1.470411e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 24043 members 
Mstep: Class 4 contains 158245 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91014 members 
Mstep: Class 13 contains 180375 members 
Mstep: Class 14 contains 158874 members 
Mstep: Class 16 contains 107761 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83796 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041056.000000 Penalty: 68805.593750
Iteration 358Q: 21 clusters Score -1.470411e+08 nChanged 11
Entering ConstructFrom: 
Score: -147041056.000000 Penalty: 68805.593750
Entering ConstructFrom: 
Trying to split cluster 1 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -154081.140625 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -154081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -152055.593750 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -152055.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152372.687500 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -152372.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152454.484375 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -152454.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -152502.046875 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -152502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -152544.671875 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -152544.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152563.812500 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -152563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152574.437500 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -152574.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152588.250000 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -152588.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152602.453125 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -152602.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152612.234375 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -152612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -152614.203125 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -152614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152614.843750 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -152614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -152616.781250 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -152616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152617.484375 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -152617.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -152618.796875 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -152618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152620.453125 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -152620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152620.453125 Penalty: 3477.114746
	Iteration 16F: 3 clusters Score -152620.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Entering Unmasked Estep 
Score: -3876128.750000 Penalty: 2532.339355
	Iteration 0F: 2 clusters Score -3876129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3857361.500000 Penalty: 5064.678711
	Iteration 0F: 3 clusters Score -3857362 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3863946.500000 Penalty: 5064.678711
	Iteration 1F: 3 clusters Score -3863946 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -3864409.250000 Penalty: 5064.678711
	Iteration 2F: 3 clusters Score -3864409 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3864798.500000 Penalty: 5064.678711
	Iteration 3Q: 3 clusters Score -3864798 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3865180.250000 Penalty: 5064.678711
	Iteration 4Q: 3 clusters Score -3865180 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3865592.500000 Penalty: 5064.678711
	Iteration 5Q: 3 clusters Score -3865592 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3866087.500000 Penalty: 5064.678711
	Iteration 6Q: 3 clusters Score -3866088 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3866816.250000 Penalty: 5064.678711
	Iteration 7Q: 3 clusters Score -3866816 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3867859.000000 Penalty: 5064.678711
	Iteration 8F: 3 clusters Score -3867859 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3869440.250000 Penalty: 5064.678711
	Iteration 9F: 3 clusters Score -3869440 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3871114.250000 Penalty: 5064.678711
	Iteration 10F: 3 clusters Score -3871114 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3872539.500000 Penalty: 5064.678711
	Iteration 11F: 3 clusters Score -3872540 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3873414.750000 Penalty: 5064.678711
	Iteration 12Q: 3 clusters Score -3873415 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3873907.250000 Penalty: 5064.678711
	Iteration 13Q: 3 clusters Score -3873907 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3874188.500000 Penalty: 5064.678711
	Iteration 14Q: 3 clusters Score -3874188 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3874327.000000 Penalty: 5064.678711
	Iteration 15Q: 3 clusters Score -3874327 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3874417.000000 Penalty: 5064.678711
	Iteration 16Q: 3 clusters Score -3874417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3874462.000000 Penalty: 5064.678711
	Iteration 17Q: 3 clusters Score -3874462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3874474.250000 Penalty: 5064.678711
	Iteration 18Q: 3 clusters Score -3874474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3874503.500000 Penalty: 5064.678711
	Iteration 19Q: 3 clusters Score -3874504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3874513.750000 Penalty: 5064.678711
	Iteration 20F: 3 clusters Score -3874514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3874521.750000 Penalty: 5064.678711
	Iteration 21Q: 3 clusters Score -3874522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3874526.250000 Penalty: 5064.678711
	Iteration 22Q: 3 clusters Score -3874526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3874534.750000 Penalty: 5064.678711
	Iteration 23Q: 3 clusters Score -3874535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3874543.250000 Penalty: 5064.678711
	Iteration 24Q: 3 clusters Score -3874543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3874543.250000 Penalty: 5064.678711
	Iteration 25Q: 3 clusters Score -3874543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3874544.500000 Penalty: 5064.678711
	Iteration 26Q: 3 clusters Score -3874544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3874544.750000 Penalty: 5064.678711
	Iteration 27Q: 3 clusters Score -3874545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3874549.250000 Penalty: 5064.678711
	Iteration 28Q: 3 clusters Score -3874549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3874550.500000 Penalty: 5064.678711
	Iteration 29Q: 3 clusters Score -3874550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3874550.500000 Penalty: 5064.678711
	Iteration 30F: 3 clusters Score -3874550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Entering Unmasked Estep 
Score: -3421282.750000 Penalty: 2501.683350
	Iteration 0F: 2 clusters Score -3421283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3404553.250000 Penalty: 5003.366699
	Iteration 0F: 3 clusters Score -3404553 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3410342.000000 Penalty: 5003.366699
	Iteration 1F: 3 clusters Score -3410342 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3410750.250000 Penalty: 5003.366699
	Iteration 2Q: 3 clusters Score -3410750 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3411068.250000 Penalty: 5003.366699
	Iteration 3Q: 3 clusters Score -3411068 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3411375.750000 Penalty: 5003.366699
	Iteration 4Q: 3 clusters Score -3411376 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3411723.000000 Penalty: 5003.366699
	Iteration 5Q: 3 clusters Score -3411723 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3412136.000000 Penalty: 5003.366699
	Iteration 6Q: 3 clusters Score -3412136 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3412691.750000 Penalty: 5003.366699
	Iteration 7Q: 3 clusters Score -3412692 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3413380.750000 Penalty: 5003.366699
	Iteration 8Q: 3 clusters Score -3413381 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -3414222.750000 Penalty: 5003.366699
	Iteration 9F: 3 clusters Score -3414223 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3415198.500000 Penalty: 5003.366699
	Iteration 10F: 3 clusters Score -3415198 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3416183.500000 Penalty: 5003.366699
	Iteration 11F: 3 clusters Score -3416184 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3417126.750000 Penalty: 5003.366699
	Iteration 12F: 3 clusters Score -3417127 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -3417856.250000 Penalty: 5003.366699
	Iteration 13Q: 3 clusters Score -3417856 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3418261.750000 Penalty: 5003.366699
	Iteration 14Q: 3 clusters Score -3418262 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3418509.500000 Penalty: 5003.366699
	Iteration 15Q: 3 clusters Score -3418510 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3418694.750000 Penalty: 5003.366699
	Iteration 16Q: 3 clusters Score -3418695 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3418823.500000 Penalty: 5003.366699
	Iteration 17Q: 3 clusters Score -3418824 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3418928.500000 Penalty: 5003.366699
	Iteration 18Q: 3 clusters Score -3418928 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3419020.250000 Penalty: 5003.366699
	Iteration 19Q: 3 clusters Score -3419020 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3419101.000000 Penalty: 5003.366699
	Iteration 20F: 3 clusters Score -3419101 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -3419175.250000 Penalty: 5003.366699
	Iteration 21Q: 3 clusters Score -3419175 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3419229.250000 Penalty: 5003.366699
	Iteration 22Q: 3 clusters Score -3419229 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3419267.750000 Penalty: 5003.366699
	Iteration 23Q: 3 clusters Score -3419268 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3419325.250000 Penalty: 5003.366699
	Iteration 24Q: 3 clusters Score -3419325 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3419355.000000 Penalty: 5003.366699
	Iteration 25Q: 3 clusters Score -3419355 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3419406.000000 Penalty: 5003.366699
	Iteration 26Q: 3 clusters Score -3419406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3419430.250000 Penalty: 5003.366699
	Iteration 27Q: 3 clusters Score -3419430 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3419451.750000 Penalty: 5003.366699
	Iteration 28Q: 3 clusters Score -3419452 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3419489.000000 Penalty: 5003.366699
	Iteration 29Q: 3 clusters Score -3419489 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3419534.250000 Penalty: 5003.366699
	Iteration 30Q: 3 clusters Score -3419534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3419559.750000 Penalty: 5003.366699
	Iteration 31Q: 3 clusters Score -3419560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3419577.500000 Penalty: 5003.366699
	Iteration 32Q: 3 clusters Score -3419578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3419585.000000 Penalty: 5003.366699
	Iteration 33Q: 3 clusters Score -3419585 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3419595.000000 Penalty: 5003.366699
	Iteration 34Q: 3 clusters Score -3419595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3419611.500000 Penalty: 5003.366699
	Iteration 35Q: 3 clusters Score -3419612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3419621.500000 Penalty: 5003.366699
	Iteration 36Q: 3 clusters Score -3419622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3419625.500000 Penalty: 5003.366699
	Iteration 37Q: 3 clusters Score -3419626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3419634.500000 Penalty: 5003.366699
	Iteration 38Q: 3 clusters Score -3419634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3419638.250000 Penalty: 5003.366699
	Iteration 39Q: 3 clusters Score -3419638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3419642.750000 Penalty: 5003.366699
	Iteration 40F: 3 clusters Score -3419643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3419651.000000 Penalty: 5003.366699
	Iteration 41Q: 3 clusters Score -3419651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3419659.250000 Penalty: 5003.366699
	Iteration 42Q: 3 clusters Score -3419659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3419670.000000 Penalty: 5003.366699
	Iteration 43Q: 3 clusters Score -3419670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3419672.500000 Penalty: 5003.366699
	Iteration 44Q: 3 clusters Score -3419672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3419668.500000 Penalty: 5003.366699
	Iteration 45Q: 3 clusters Score -3419668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3419678.250000 Penalty: 5003.366699
	Iteration 46Q: 3 clusters Score -3419678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3419686.250000 Penalty: 5003.366699
	Iteration 47Q: 3 clusters Score -3419686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3419682.500000 Penalty: 5003.366699
	Iteration 48Q: 3 clusters Score -3419682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3419691.500000 Penalty: 5003.366699
	Iteration 49Q: 3 clusters Score -3419692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3419682.250000 Penalty: 5003.366699
	Iteration 50Q: 3 clusters Score -3419682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3419688.500000 Penalty: 5003.366699
	Iteration 51Q: 3 clusters Score -3419688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3419694.250000 Penalty: 5003.366699
	Iteration 52Q: 3 clusters Score -3419694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3419696.750000 Penalty: 5003.366699
	Iteration 53Q: 3 clusters Score -3419697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3419692.250000 Penalty: 5003.366699
	Iteration 54Q: 3 clusters Score -3419692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3419708.000000 Penalty: 5003.366699
	Iteration 55Q: 3 clusters Score -3419708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3419713.000000 Penalty: 5003.366699
	Iteration 56Q: 3 clusters Score -3419713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3419721.500000 Penalty: 5003.366699
	Iteration 57Q: 3 clusters Score -3419722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3419724.000000 Penalty: 5003.366699
	Iteration 58Q: 3 clusters Score -3419724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3419720.000000 Penalty: 5003.366699
	Iteration 59Q: 3 clusters Score -3419720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3419724.500000 Penalty: 5003.366699
	Iteration 60F: 3 clusters Score -3419724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3419724.750000 Penalty: 5003.366699
	Iteration 61Q: 3 clusters Score -3419725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3419726.750000 Penalty: 5003.366699
	Iteration 62Q: 3 clusters Score -3419727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3419731.750000 Penalty: 5003.366699
	Iteration 63Q: 3 clusters Score -3419732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3419732.500000 Penalty: 5003.366699
	Iteration 64Q: 3 clusters Score -3419732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3419736.000000 Penalty: 5003.366699
	Iteration 65Q: 3 clusters Score -3419736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3419736.500000 Penalty: 5003.366699
	Iteration 66Q: 3 clusters Score -3419736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3419741.000000 Penalty: 5003.366699
	Iteration 67Q: 3 clusters Score -3419741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3419742.500000 Penalty: 5003.366699
	Iteration 68Q: 3 clusters Score -3419742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3419740.500000 Penalty: 5003.366699
	Iteration 69Q: 3 clusters Score -3419740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3419742.750000 Penalty: 5003.366699
	Iteration 70Q: 3 clusters Score -3419743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3419748.250000 Penalty: 5003.366699
	Iteration 71Q: 3 clusters Score -3419748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3419751.000000 Penalty: 5003.366699
	Iteration 72Q: 3 clusters Score -3419751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3419744.750000 Penalty: 5003.366699
	Iteration 73Q: 3 clusters Score -3419745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3419745.750000 Penalty: 5003.366699
	Iteration 74Q: 3 clusters Score -3419746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3419744.000000 Penalty: 5003.366699
	Iteration 75Q: 3 clusters Score -3419744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3419746.000000 Penalty: 5003.366699
	Iteration 76Q: 3 clusters Score -3419746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3419746.000000 Penalty: 5003.366699
	Iteration 77F: 3 clusters Score -3419746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158246 members 
Entering Unmasked Estep 
Score: -22196842.000000 Penalty: 2969.032715
	Iteration 0F: 2 clusters Score -2.219684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -22093882.000000 Penalty: 5938.065430
	Iteration 0F: 3 clusters Score -2.209388e+07 nChanged 75789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
Score: -22137480.000000 Penalty: 5938.065430
	Iteration 1F: 3 clusters Score -2.213748e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -22138654.000000 Penalty: 5938.065430
	Iteration 2Q: 3 clusters Score -2.213865e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -22139942.000000 Penalty: 5938.065430
	Iteration 3Q: 3 clusters Score -2.213994e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -22141770.000000 Penalty: 5938.065430
	Iteration 4Q: 3 clusters Score -2.214177e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -22144738.000000 Penalty: 5938.065430
	Iteration 5Q: 3 clusters Score -2.214474e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
Score: -22149246.000000 Penalty: 5938.065430
	Iteration 6Q: 3 clusters Score -2.214925e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -22155138.000000 Penalty: 5938.065430
	Iteration 7F: 3 clusters Score -2.215514e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87563 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -22161644.000000 Penalty: 5938.065430
	Iteration 8F: 3 clusters Score -2.216164e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -22168308.000000 Penalty: 5938.065430
	Iteration 9F: 3 clusters Score -2.216831e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89706 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -22173648.000000 Penalty: 5938.065430
	Iteration 10F: 3 clusters Score -2.217365e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -22177330.000000 Penalty: 5938.065430
	Iteration 11Q: 3 clusters Score -2.217733e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -22179422.000000 Penalty: 5938.065430
	Iteration 12Q: 3 clusters Score -2.217942e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91225 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -22180680.000000 Penalty: 5938.065430
	Iteration 13Q: 3 clusters Score -2.218068e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -22181528.000000 Penalty: 5938.065430
	Iteration 14Q: 3 clusters Score -2.218153e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92187 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -22182152.000000 Penalty: 5938.065430
	Iteration 15Q: 3 clusters Score -2.218215e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92527 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -22182780.000000 Penalty: 5938.065430
	Iteration 16Q: 3 clusters Score -2.218278e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -22183360.000000 Penalty: 5938.065430
	Iteration 17Q: 3 clusters Score -2.218336e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -22183946.000000 Penalty: 5938.065430
	Iteration 18Q: 3 clusters Score -2.218395e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -22184246.000000 Penalty: 5938.065430
	Iteration 19Q: 3 clusters Score -2.218425e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -22184482.000000 Penalty: 5938.065430
	Iteration 20F: 3 clusters Score -2.218448e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 63943 members 
Entering Unmasked Estep 
Score: -22184706.000000 Penalty: 5938.065430
	Iteration 21Q: 3 clusters Score -2.218471e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94698 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -22184858.000000 Penalty: 5938.065430
	Iteration 22Q: 3 clusters Score -2.218486e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -22185036.000000 Penalty: 5938.065430
	Iteration 23Q: 3 clusters Score -2.218504e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -22185124.000000 Penalty: 5938.065430
	Iteration 24Q: 3 clusters Score -2.218512e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96159 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -22185252.000000 Penalty: 5938.065430
	Iteration 25Q: 3 clusters Score -2.218525e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96665 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -22185390.000000 Penalty: 5938.065430
	Iteration 26Q: 3 clusters Score -2.218539e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97189 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -22185430.000000 Penalty: 5938.065430
	Iteration 27Q: 3 clusters Score -2.218543e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97722 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -22185484.000000 Penalty: 5938.065430
	Iteration 28Q: 3 clusters Score -2.218548e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98254 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -22185528.000000 Penalty: 5938.065430
	Iteration 29Q: 3 clusters Score -2.218553e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -22185588.000000 Penalty: 5938.065430
	Iteration 30Q: 3 clusters Score -2.218559e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -22185658.000000 Penalty: 5938.065430
	Iteration 31Q: 3 clusters Score -2.218566e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -22185640.000000 Penalty: 5938.065430
	Iteration 32Q: 3 clusters Score -2.218564e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -22185728.000000 Penalty: 5938.065430
	Iteration 33Q: 3 clusters Score -2.218573e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -22185710.000000 Penalty: 5938.065430
	Iteration 34Q: 3 clusters Score -2.218571e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -22185748.000000 Penalty: 5938.065430
	Iteration 35Q: 3 clusters Score -2.218575e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102141 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -22185776.000000 Penalty: 5938.065430
	Iteration 36Q: 3 clusters Score -2.218578e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102718 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -22185826.000000 Penalty: 5938.065430
	Iteration 37Q: 3 clusters Score -2.218583e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103280 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -22185856.000000 Penalty: 5938.065430
	Iteration 38Q: 3 clusters Score -2.218586e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103844 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -22185928.000000 Penalty: 5938.065430
	Iteration 39Q: 3 clusters Score -2.218593e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104367 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -22185966.000000 Penalty: 5938.065430
	Iteration 40F: 3 clusters Score -2.218597e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -22185992.000000 Penalty: 5938.065430
	Iteration 41Q: 3 clusters Score -2.218599e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105420 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -22186064.000000 Penalty: 5938.065430
	Iteration 42Q: 3 clusters Score -2.218606e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -22186162.000000 Penalty: 5938.065430
	Iteration 43Q: 3 clusters Score -2.218616e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -22186258.000000 Penalty: 5938.065430
	Iteration 44Q: 3 clusters Score -2.218626e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107035 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -22186300.000000 Penalty: 5938.065430
	Iteration 45Q: 3 clusters Score -2.21863e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -22186334.000000 Penalty: 5938.065430
	Iteration 46Q: 3 clusters Score -2.218633e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -22186390.000000 Penalty: 5938.065430
	Iteration 47Q: 3 clusters Score -2.218639e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108763 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -22186410.000000 Penalty: 5938.065430
	Iteration 48Q: 3 clusters Score -2.218641e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -22186438.000000 Penalty: 5938.065430
	Iteration 49Q: 3 clusters Score -2.218644e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110025 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -22186528.000000 Penalty: 5938.065430
	Iteration 50Q: 3 clusters Score -2.218653e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -22186584.000000 Penalty: 5938.065430
	Iteration 51Q: 3 clusters Score -2.218658e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111372 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -22186644.000000 Penalty: 5938.065430
	Iteration 52Q: 3 clusters Score -2.218664e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112062 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -22186768.000000 Penalty: 5938.065430
	Iteration 53Q: 3 clusters Score -2.218677e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112746 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -22186844.000000 Penalty: 5938.065430
	Iteration 54Q: 3 clusters Score -2.218684e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113466 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -22186888.000000 Penalty: 5938.065430
	Iteration 55Q: 3 clusters Score -2.218689e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114194 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -22186960.000000 Penalty: 5938.065430
	Iteration 56Q: 3 clusters Score -2.218696e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114962 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -22187056.000000 Penalty: 5938.065430
	Iteration 57Q: 3 clusters Score -2.218706e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115762 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -22187126.000000 Penalty: 5938.065430
	Iteration 58Q: 3 clusters Score -2.218713e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116549 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -22187182.000000 Penalty: 5938.065430
	Iteration 59Q: 3 clusters Score -2.218718e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117335 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -22187312.000000 Penalty: 5938.065430
	Iteration 60F: 3 clusters Score -2.218731e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118188 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -22187380.000000 Penalty: 5938.065430
	Iteration 61Q: 3 clusters Score -2.218738e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119065 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -22187574.000000 Penalty: 5938.065430
	Iteration 62Q: 3 clusters Score -2.218757e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119985 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -22187678.000000 Penalty: 5938.065430
	Iteration 63Q: 3 clusters Score -2.218768e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120899 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -22187820.000000 Penalty: 5938.065430
	Iteration 64Q: 3 clusters Score -2.218782e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121826 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -22188016.000000 Penalty: 5938.065430
	Iteration 65Q: 3 clusters Score -2.218802e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122809 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -22188196.000000 Penalty: 5938.065430
	Iteration 66Q: 3 clusters Score -2.21882e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123822 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -22188300.000000 Penalty: 5938.065430
	Iteration 67Q: 3 clusters Score -2.21883e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124856 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -22188464.000000 Penalty: 5938.065430
	Iteration 68Q: 3 clusters Score -2.218846e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125924 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -22188618.000000 Penalty: 5938.065430
	Iteration 69Q: 3 clusters Score -2.218862e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126992 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -22188918.000000 Penalty: 5938.065430
	Iteration 70Q: 3 clusters Score -2.218892e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128127 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -22189022.000000 Penalty: 5938.065430
	Iteration 71Q: 3 clusters Score -2.218902e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129351 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -22189260.000000 Penalty: 5938.065430
	Iteration 72Q: 3 clusters Score -2.218926e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130626 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -22189460.000000 Penalty: 5938.065430
	Iteration 73Q: 3 clusters Score -2.218946e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131994 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -22189824.000000 Penalty: 5938.065430
	Iteration 74Q: 3 clusters Score -2.218982e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133387 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.219006e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134799 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.219051e+07 nChanged 1421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 136220 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.219099e+07 nChanged 1406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 137626 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.219141e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139026 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -22191742.000000 Penalty: 5938.065430
	Iteration 79Q: 3 clusters Score -2.219174e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140445 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -22192122.000000 Penalty: 5938.065430
	Iteration 80F: 3 clusters Score -2.219212e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141778 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.219254e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -22192906.000000 Penalty: 5938.065430
	Iteration 82Q: 3 clusters Score -2.219291e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144324 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -22193270.000000 Penalty: 5938.065430
	Iteration 83Q: 3 clusters Score -2.219327e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145486 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -22193640.000000 Penalty: 5938.065430
	Iteration 84Q: 3 clusters Score -2.219364e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146552 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -22193872.000000 Penalty: 5938.065430
	Iteration 85Q: 3 clusters Score -2.219387e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147536 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -22194130.000000 Penalty: 5938.065430
	Iteration 86Q: 3 clusters Score -2.219413e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148451 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -22194256.000000 Penalty: 5938.065430
	Iteration 87Q: 3 clusters Score -2.219426e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149280 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -22194406.000000 Penalty: 5938.065430
	Iteration 88Q: 3 clusters Score -2.219441e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150010 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -22194536.000000 Penalty: 5938.065430
	Iteration 89Q: 3 clusters Score -2.219454e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150668 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -22194650.000000 Penalty: 5938.065430
	Iteration 90Q: 3 clusters Score -2.219465e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151259 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -22194720.000000 Penalty: 5938.065430
	Iteration 91Q: 3 clusters Score -2.219472e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151831 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -22194808.000000 Penalty: 5938.065430
	Iteration 92Q: 3 clusters Score -2.219481e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152310 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -22194786.000000 Penalty: 5938.065430
	Iteration 93Q: 3 clusters Score -2.219479e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152717 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -22194802.000000 Penalty: 5938.065430
	Iteration 94Q: 3 clusters Score -2.21948e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153104 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -22194844.000000 Penalty: 5938.065430
	Iteration 95Q: 3 clusters Score -2.219484e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153457 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -22194888.000000 Penalty: 5938.065430
	Iteration 96Q: 3 clusters Score -2.219489e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153775 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -22194940.000000 Penalty: 5938.065430
	Iteration 97Q: 3 clusters Score -2.219494e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154053 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -22194912.000000 Penalty: 5938.065430
	Iteration 98Q: 3 clusters Score -2.219491e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154275 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -22194896.000000 Penalty: 5938.065430
	Iteration 99Q: 3 clusters Score -2.21949e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -22194874.000000 Penalty: 5938.065430
	Iteration 100F: 3 clusters Score -2.219487e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154628 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -22194862.000000 Penalty: 5938.065430
	Iteration 101Q: 3 clusters Score -2.219486e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -22194880.000000 Penalty: 5938.065430
	Iteration 102Q: 3 clusters Score -2.219488e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154869 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.219485e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.219489e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155062 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -22194892.000000 Penalty: 5938.065430
	Iteration 105Q: 3 clusters Score -2.219489e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155142 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -22194882.000000 Penalty: 5938.065430
	Iteration 106Q: 3 clusters Score -2.219488e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -22194848.000000 Penalty: 5938.065430
	Iteration 107Q: 3 clusters Score -2.219485e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155276 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -22194858.000000 Penalty: 5938.065430
	Iteration 108Q: 3 clusters Score -2.219486e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155324 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -22194886.000000 Penalty: 5938.065430
	Iteration 109Q: 3 clusters Score -2.219489e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155376 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -22194870.000000 Penalty: 5938.065430
	Iteration 110Q: 3 clusters Score -2.219487e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155416 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -22194850.000000 Penalty: 5938.065430
	Iteration 111Q: 3 clusters Score -2.219485e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155469 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -22194858.000000 Penalty: 5938.065430
	Iteration 112Q: 3 clusters Score -2.219486e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155519 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -22194846.000000 Penalty: 5938.065430
	Iteration 113Q: 3 clusters Score -2.219485e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155577 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22194858.000000 Penalty: 5938.065430
	Iteration 114Q: 3 clusters Score -2.219486e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155635 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -22194870.000000 Penalty: 5938.065430
	Iteration 115Q: 3 clusters Score -2.219487e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -22194874.000000 Penalty: 5938.065430
	Iteration 116Q: 3 clusters Score -2.219487e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155714 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -22194874.000000 Penalty: 5938.065430
	Iteration 117Q: 3 clusters Score -2.219487e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155756 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -22194898.000000 Penalty: 5938.065430
	Iteration 118Q: 3 clusters Score -2.21949e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155792 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -22194906.000000 Penalty: 5938.065430
	Iteration 119Q: 3 clusters Score -2.219491e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155832 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -22194910.000000 Penalty: 5938.065430
	Iteration 120F: 3 clusters Score -2.219491e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155873 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -22194886.000000 Penalty: 5938.065430
	Iteration 121Q: 3 clusters Score -2.219489e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155903 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -22194888.000000 Penalty: 5938.065430
	Iteration 122Q: 3 clusters Score -2.219489e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155942 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -22194876.000000 Penalty: 5938.065430
	Iteration 123Q: 3 clusters Score -2.219488e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155971 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -22194886.000000 Penalty: 5938.065430
	Iteration 124Q: 3 clusters Score -2.219489e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155998 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -22194906.000000 Penalty: 5938.065430
	Iteration 125Q: 3 clusters Score -2.219491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156017 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -22194902.000000 Penalty: 5938.065430
	Iteration 126Q: 3 clusters Score -2.21949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156033 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -22194910.000000 Penalty: 5938.065430
	Iteration 127Q: 3 clusters Score -2.219491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156054 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -22194904.000000 Penalty: 5938.065430
	Iteration 128Q: 3 clusters Score -2.21949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156067 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -22194900.000000 Penalty: 5938.065430
	Iteration 129Q: 3 clusters Score -2.21949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156077 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -22194884.000000 Penalty: 5938.065430
	Iteration 130Q: 3 clusters Score -2.219488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156093 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -22194892.000000 Penalty: 5938.065430
	Iteration 131Q: 3 clusters Score -2.219489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156109 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -22194874.000000 Penalty: 5938.065430
	Iteration 132Q: 3 clusters Score -2.219487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -22194902.000000 Penalty: 5938.065430
	Iteration 133Q: 3 clusters Score -2.21949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156127 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -22194902.000000 Penalty: 5938.065430
	Iteration 134Q: 3 clusters Score -2.21949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -22194916.000000 Penalty: 5938.065430
	Iteration 135Q: 3 clusters Score -2.219492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156141 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -22194896.000000 Penalty: 5938.065430
	Iteration 136Q: 3 clusters Score -2.21949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -22194910.000000 Penalty: 5938.065430
	Iteration 137Q: 3 clusters Score -2.219491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156158 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -22194916.000000 Penalty: 5938.065430
	Iteration 138Q: 3 clusters Score -2.219492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -22194940.000000 Penalty: 5938.065430
	Iteration 139Q: 3 clusters Score -2.219494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156176 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -22194920.000000 Penalty: 5938.065430
	Iteration 140F: 3 clusters Score -2.219492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -22194936.000000 Penalty: 5938.065430
	Iteration 141Q: 3 clusters Score -2.219494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156183 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -22194924.000000 Penalty: 5938.065430
	Iteration 142Q: 3 clusters Score -2.219492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156188 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -22194928.000000 Penalty: 5938.065430
	Iteration 143Q: 3 clusters Score -2.219493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156193 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -22194932.000000 Penalty: 5938.065430
	Iteration 144Q: 3 clusters Score -2.219493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156197 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -22194938.000000 Penalty: 5938.065430
	Iteration 145Q: 3 clusters Score -2.219494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156203 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -22194910.000000 Penalty: 5938.065430
	Iteration 146Q: 3 clusters Score -2.219491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156208 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -22194908.000000 Penalty: 5938.065430
	Iteration 147Q: 3 clusters Score -2.219491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156212 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -22194926.000000 Penalty: 5938.065430
	Iteration 148Q: 3 clusters Score -2.219493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156215 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -22194912.000000 Penalty: 5938.065430
	Iteration 149Q: 3 clusters Score -2.219491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156218 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -22194914.000000 Penalty: 5938.065430
	Iteration 150Q: 3 clusters Score -2.219491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -22194918.000000 Penalty: 5938.065430
	Iteration 151Q: 3 clusters Score -2.219492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156221 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -22194918.000000 Penalty: 5938.065430
	Iteration 152Q: 3 clusters Score -2.219492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156222 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -22194918.000000 Penalty: 5938.065430
	Iteration 153Q: 3 clusters Score -2.219492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156222 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -22194918.000000 Penalty: 5938.065430
	Iteration 154F: 3 clusters Score -2.219492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51934.109375 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51934.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50563.820312 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50563.82 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50772.488281 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -50772.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50901.496094 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -50901.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51062.812500 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -51062.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51251.734375 Penalty: 3021.289795
	Iteration 4F: 3 clusters Score -51251.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51594.871094 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -51594.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51812.683594 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -51812.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51885.882812 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -51885.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51916.066406 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -51916.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51924.078125 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -51924.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51943.593750 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -51943.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51966.855469 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -51966.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51994.101562 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -51994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52007.003906 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -52007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52007.003906 Penalty: 3021.289795
	Iteration 14F: 3 clusters Score -52007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 24039 members 
Mstep: Class 4 contains 158246 members 
Mstep: Class 5 contains 266 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91014 members 
Mstep: Class 13 contains 180377 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107760 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
Score: -147039168.000000 Penalty: 72245.875000
Splitting cluster 5 changes total score from -147041056.000000 to -147039168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -307814.625000 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -307814.6 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 1111 members 
Entering Unmasked Estep 
Score: -305059.437500 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -305059.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305546.937500 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -305546.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -305680.718750 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -305680.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -305769.187500 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -305769.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -305831.062500 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -305831.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -305874.500000 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -305874.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -305910.812500 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -305910.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -305930.031250 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -305930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -305944.687500 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -305944.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -305954.750000 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -305954.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -305963.437500 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -305963.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -305969.593750 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -305969.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -305975.312500 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -305975.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -305981.750000 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -305981.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -305985.250000 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -305985.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -305992.593750 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -305992.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -305996.937500 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -305996.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -306003.593750 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -306003.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -306008.656250 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -306008.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -306014.593750 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -306014.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -306017.718750 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -306017.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -306020.718750 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -306020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -306021.656250 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -306021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -306023.593750 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -306023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -306026.125000 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -306026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -306030.531250 Penalty: 3820.019531
	Iteration 25Q: 3 clusters Score -306030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -306033.843750 Penalty: 3820.019531
	Iteration 26Q: 3 clusters Score -306033.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -306039.468750 Penalty: 3820.019531
	Iteration 27Q: 3 clusters Score -306039.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -306045.656250 Penalty: 3820.019531
	Iteration 28Q: 3 clusters Score -306045.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -306051.218750 Penalty: 3820.019531
	Iteration 29Q: 3 clusters Score -306051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -306053.281250 Penalty: 3820.019531
	Iteration 30Q: 3 clusters Score -306053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -306054.593750 Penalty: 3820.019531
	Iteration 31Q: 3 clusters Score -306054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -306057.156250 Penalty: 3820.019531
	Iteration 32Q: 3 clusters Score -306057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -306057.781250 Penalty: 3820.019531
	Iteration 33Q: 3 clusters Score -306057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -306059.687500 Penalty: 3820.019531
	Iteration 34Q: 3 clusters Score -306059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -306061.062500 Penalty: 3820.019531
	Iteration 35Q: 3 clusters Score -306061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -306061.000000 Penalty: 3820.019531
	Iteration 36Q: 3 clusters Score -306061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -306063.343750 Penalty: 3820.019531
	Iteration 37Q: 3 clusters Score -306063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -306064.937500 Penalty: 3820.019531
	Iteration 38Q: 3 clusters Score -306064.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -306064.937500 Penalty: 3820.019531
	Iteration 39F: 3 clusters Score -306064.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -69981.257812 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -69981.26 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 275 members 
Entering Unmasked Estep 
Score: -68572.882812 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -68572.88 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69296.906250 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -69296.91 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69905.375000 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -69905.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -70186.296875 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -70186.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -70299.375000 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -70299.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -70335.875000 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -70335.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70412.687500 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -70412.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -70450.828125 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -70450.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70487.750000 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -70487.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70530.468750 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -70530.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70562.578125 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -70562.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -70607.671875 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -70607.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70676.093750 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -70676.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -70761.312500 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -70761.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -70818.203125 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -70818.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -70821.851562 Penalty: 3143.065674
	Iteration 15F: 3 clusters Score -70821.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70837.156250 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -70837.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70837.156250 Penalty: 3143.065674
	Iteration 17F: 3 clusters Score -70837.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 24039 members 
Mstep: Class 4 contains 158246 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 94 members 
Mstep: Class 8 contains 471 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91014 members 
Mstep: Class 13 contains 180377 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107760 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
Score: -147040160.000000 Penalty: 72245.875000
Splitting cluster 7 changes total score from -147041056.000000 to -147040160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (57634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Entering Unmasked Estep 
Score: -8226375.500000 Penalty: 2718.543457
	Iteration 0F: 2 clusters Score -8226376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -8187818.000000 Penalty: 5437.086914
	Iteration 0F: 3 clusters Score -8187818 nChanged 26785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -8202713.500000 Penalty: 5437.086914
	Iteration 1F: 3 clusters Score -8202714 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -8203252.000000 Penalty: 5437.086914
	Iteration 2Q: 3 clusters Score -8203252 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -8203664.500000 Penalty: 5437.086914
	Iteration 3Q: 3 clusters Score -8203664 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -8204015.000000 Penalty: 5437.086914
	Iteration 4Q: 3 clusters Score -8204015 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -8204351.000000 Penalty: 5437.086914
	Iteration 5Q: 3 clusters Score -8204351 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -8204666.500000 Penalty: 5437.086914
	Iteration 6Q: 3 clusters Score -8204666 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -8204952.000000 Penalty: 5437.086914
	Iteration 7Q: 3 clusters Score -8204952 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -8205273.500000 Penalty: 5437.086914
	Iteration 8Q: 3 clusters Score -8205274 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -8205629.500000 Penalty: 5437.086914
	Iteration 9Q: 3 clusters Score -8205630 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8206112 nChanged 1780
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8206807 nChanged 2075
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8207866 nChanged 2581
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Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8209470 nChanged 2985
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Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
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	Iteration 14F: 3 clusters Score -8211530 nChanged 2896
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Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
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	Iteration 15F: 3 clusters Score -8213217 nChanged 2257
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Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8213986 nChanged 1330
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Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8214281 nChanged 809
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Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8214410 nChanged 591
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Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8214528 nChanged 524
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Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8214630 nChanged 517
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Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8214692 nChanged 503
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Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8214784 nChanged 439
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Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8214873 nChanged 446
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Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8214944 nChanged 407
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Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -8215013.500000 Penalty: 5437.086914
	Iteration 25Q: 3 clusters Score -8215014 nChanged 411
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Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8215086 nChanged 417
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Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8215166 nChanged 471
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Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8215286 nChanged 479
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Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8215340 nChanged 451
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Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8215412 nChanged 487
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Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8215490 nChanged 505
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Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8215568 nChanged 498
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Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8215658 nChanged 505
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Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8215786 nChanged 463
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Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8215846 nChanged 462
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Mstep: Class 1 contains 32659 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8215954 nChanged 439
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Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8216013 nChanged 424
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8216106 nChanged 355
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Mstep: Class 1 contains 32611 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8216156 nChanged 358
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Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8216177 nChanged 355
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Mstep: Class 1 contains 32614 members 
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	Iteration 41Q: 3 clusters Score -8216230 nChanged 353
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Mstep: Class 1 contains 32605 members 
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	Iteration 42Q: 3 clusters Score -8216296 nChanged 351
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Mstep: Class 1 contains 32580 members 
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	Iteration 43Q: 3 clusters Score -8216311 nChanged 365
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	Iteration 44Q: 3 clusters Score -8216380 nChanged 345
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	Iteration 45Q: 3 clusters Score -8216429 nChanged 363
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8216472 nChanged 416
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8216554 nChanged 433
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	Iteration 48Q: 3 clusters Score -8216645 nChanged 440
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8216724 nChanged 437
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Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 25215 members 
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	Iteration 50Q: 3 clusters Score -8216806 nChanged 437
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Mstep: Class 1 contains 32376 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8216856 nChanged 424
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Mstep: Class 1 contains 32310 members 
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	Iteration 52Q: 3 clusters Score -8216918 nChanged 416
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Mstep: Class 1 contains 32240 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8216970 nChanged 388
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Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8217047 nChanged 394
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Mstep: Class 1 contains 32114 members 
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	Iteration 55Q: 3 clusters Score -8217096 nChanged 379
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Mstep: Class 1 contains 32049 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8217160 nChanged 390
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Mstep: Class 1 contains 31953 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8217230 nChanged 381
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Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8217310 nChanged 366
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Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8217343 nChanged 337
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8217388 nChanged 313
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Mstep: Class 1 contains 31542 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8217436 nChanged 294
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8217460 nChanged 286
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8217494 nChanged 275
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8217543 nChanged 245
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	Iteration 65Q: 3 clusters Score -8217544 nChanged 243
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	Iteration 66Q: 3 clusters Score -8217558 nChanged 221
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	Iteration 67Q: 3 clusters Score -8217597 nChanged 199
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	Iteration 68Q: 3 clusters Score -8217624 nChanged 178
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	Iteration 69Q: 3 clusters Score -8217615 nChanged 153
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	Iteration 70Q: 3 clusters Score -8217610 nChanged 132
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Mstep: Class 1 contains 30724 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8217632 nChanged 132
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8217654 nChanged 117
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8217652 nChanged 117
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8217656 nChanged 130
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8217672 nChanged 131
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	Iteration 76Q: 3 clusters Score -8217683 nChanged 125
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8217682 nChanged 119
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Mstep: Class 1 contains 30155 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8217690 nChanged 121
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	Iteration 79Q: 3 clusters Score -8217688 nChanged 118
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8217688 nChanged 115
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8217710 nChanged 118
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	Iteration 82Q: 3 clusters Score -8217726 nChanged 128
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	Iteration 83Q: 3 clusters Score -8217714 nChanged 135
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	Iteration 84Q: 3 clusters Score -8217734 nChanged 133
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	Iteration 85Q: 3 clusters Score -8217744 nChanged 136
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	Iteration 86Q: 3 clusters Score -8217758 nChanged 132
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	Iteration 87Q: 3 clusters Score -8217774 nChanged 139
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	Iteration 88Q: 3 clusters Score -8217774 nChanged 124
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	Iteration 89Q: 3 clusters Score -8217792 nChanged 144
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	Iteration 90Q: 3 clusters Score -8217791 nChanged 135
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	Iteration 91Q: 3 clusters Score -8217818 nChanged 151
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	Iteration 92Q: 3 clusters Score -8217802 nChanged 155
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	Iteration 93Q: 3 clusters Score -8217828 nChanged 148
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	Iteration 94Q: 3 clusters Score -8217821 nChanged 130
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	Iteration 95Q: 3 clusters Score -8217808 nChanged 125
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8217820 nChanged 122
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	Iteration 97Q: 3 clusters Score -8217850 nChanged 101
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	Iteration 98Q: 3 clusters Score -8217870 nChanged 100
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	Iteration 99Q: 3 clusters Score -8217867 nChanged 94
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	Iteration 100F: 3 clusters Score -8217874 nChanged 97
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	Iteration 101Q: 3 clusters Score -8217866 nChanged 101
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	Iteration 102Q: 3 clusters Score -8217896 nChanged 106
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Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 30618 members 
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	Iteration 106Q: 3 clusters Score -8217886 nChanged 117
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Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8217880 nChanged 104
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Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 31043 members 
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Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 31303 members 
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Mstep: Class 1 contains 26222 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25626 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25046 members 
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Mstep: Class 2 contains 33063 members 
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Mstep: Class 2 contains 34098 members 
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Mstep: Class 1 contains 19707 members 
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Mstep: Class 1 contains 16400 members 
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Mstep: Class 1 contains 15790 members 
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Mstep: Class 1 contains 14478 members 
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Mstep: Class 2 contains 43841 members 
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Mstep: Class 1 contains 11062 members 
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	Iteration 160F: 3 clusters Score -8222319 nChanged 495
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	Iteration 183Q: 3 clusters Score -8224119 nChanged 20
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	Iteration 188Q: 3 clusters Score -8224148 nChanged 5
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	Iteration 189Q: 3 clusters Score -8224154 nChanged 6
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	Iteration 193Q: 3 clusters Score -8224176 nChanged 6
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	Iteration 194Q: 3 clusters Score -8224170 nChanged 7
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	Iteration 195Q: 3 clusters Score -8224174 nChanged 5
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Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -8224177.500000 Penalty: 5437.086914
	Iteration 196Q: 3 clusters Score -8224178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -8224172.000000 Penalty: 5437.086914
	Iteration 197Q: 3 clusters Score -8224172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -8224177.500000 Penalty: 5437.086914
	Iteration 198Q: 3 clusters Score -8224178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -8224185.500000 Penalty: 5437.086914
	Iteration 199Q: 3 clusters Score -8224186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -8224188.500000 Penalty: 5437.086914
	Iteration 200F: 3 clusters Score -8224188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -8224184.000000 Penalty: 5437.086914
	Iteration 201Q: 3 clusters Score -8224184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -8224202.500000 Penalty: 5437.086914
	Iteration 202Q: 3 clusters Score -8224202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -8224205.500000 Penalty: 5437.086914
	Iteration 203Q: 3 clusters Score -8224206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -8224203.500000 Penalty: 5437.086914
	Iteration 204Q: 3 clusters Score -8224204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -8224200.500000 Penalty: 5437.086914
	Iteration 205Q: 3 clusters Score -8224200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -8224201.500000 Penalty: 5437.086914
	Iteration 206Q: 3 clusters Score -8224202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -8224202.500000 Penalty: 5437.086914
	Iteration 207Q: 3 clusters Score -8224202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -8224205.500000 Penalty: 5437.086914
	Iteration 208Q: 3 clusters Score -8224206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -8224213.000000 Penalty: 5437.086914
	Iteration 209Q: 3 clusters Score -8224213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -8224215.500000 Penalty: 5437.086914
	Iteration 210Q: 3 clusters Score -8224216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -8224208.500000 Penalty: 5437.086914
	Iteration 211Q: 3 clusters Score -8224208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -8224205.000000 Penalty: 5437.086914
	Iteration 212Q: 3 clusters Score -8224205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -8224211.000000 Penalty: 5437.086914
	Iteration 213Q: 3 clusters Score -8224211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -8224210.000000 Penalty: 5437.086914
	Iteration 214Q: 3 clusters Score -8224210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -8224210.500000 Penalty: 5437.086914
	Iteration 215Q: 3 clusters Score -8224210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -8224212.000000 Penalty: 5437.086914
	Iteration 216Q: 3 clusters Score -8224212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -8224212.500000 Penalty: 5437.086914
	Iteration 217Q: 3 clusters Score -8224212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -8224209.000000 Penalty: 5437.086914
	Iteration 218Q: 3 clusters Score -8224209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -8224206.500000 Penalty: 5437.086914
	Iteration 219Q: 3 clusters Score -8224206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -8224210.000000 Penalty: 5437.086914
	Iteration 220F: 3 clusters Score -8224210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -8224205.500000 Penalty: 5437.086914
	Iteration 221Q: 3 clusters Score -8224206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -8224210.000000 Penalty: 5437.086914
	Iteration 222Q: 3 clusters Score -8224210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -8224211.000000 Penalty: 5437.086914
	Iteration 223Q: 3 clusters Score -8224211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -8224215.500000 Penalty: 5437.086914
	Iteration 224Q: 3 clusters Score -8224216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -8224207.500000 Penalty: 5437.086914
	Iteration 225Q: 3 clusters Score -8224208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -8224211.500000 Penalty: 5437.086914
	Iteration 226Q: 3 clusters Score -8224212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -8224220.000000 Penalty: 5437.086914
	Iteration 227Q: 3 clusters Score -8224220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -8224226.000000 Penalty: 5437.086914
	Iteration 228Q: 3 clusters Score -8224226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -8224230.500000 Penalty: 5437.086914
	Iteration 229Q: 3 clusters Score -8224230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -8224221.000000 Penalty: 5437.086914
	Iteration 230Q: 3 clusters Score -8224221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -8224220.500000 Penalty: 5437.086914
	Iteration 231Q: 3 clusters Score -8224220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -8224233.000000 Penalty: 5437.086914
	Iteration 232Q: 3 clusters Score -8224233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -8224236.000000 Penalty: 5437.086914
	Iteration 233Q: 3 clusters Score -8224236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -8224234.500000 Penalty: 5437.086914
	Iteration 234Q: 3 clusters Score -8224234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -8224232.000000 Penalty: 5437.086914
	Iteration 235Q: 3 clusters Score -8224232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -8224234.000000 Penalty: 5437.086914
	Iteration 236Q: 3 clusters Score -8224234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -8224232.500000 Penalty: 5437.086914
	Iteration 237Q: 3 clusters Score -8224232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -8224240.000000 Penalty: 5437.086914
	Iteration 238Q: 3 clusters Score -8224240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -8224232.500000 Penalty: 5437.086914
	Iteration 239Q: 3 clusters Score -8224232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -8224236.000000 Penalty: 5437.086914
	Iteration 240F: 3 clusters Score -8224236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -8224246.500000 Penalty: 5437.086914
	Iteration 241Q: 3 clusters Score -8224246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -8224244.500000 Penalty: 5437.086914
	Iteration 242Q: 3 clusters Score -8224244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -8224246.000000 Penalty: 5437.086914
	Iteration 243Q: 3 clusters Score -8224246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -8224243.500000 Penalty: 5437.086914
	Iteration 244Q: 3 clusters Score -8224244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -8224238.500000 Penalty: 5437.086914
	Iteration 245Q: 3 clusters Score -8224238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -8224235.000000 Penalty: 5437.086914
	Iteration 246Q: 3 clusters Score -8224235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -8224243.000000 Penalty: 5437.086914
	Iteration 247Q: 3 clusters Score -8224243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -8224243.000000 Penalty: 5437.086914
	Iteration 248F: 3 clusters Score -8224243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Entering Unmasked Estep 
Score: -2462679.500000 Penalty: 2419.150635
	Iteration 0F: 2 clusters Score -2462680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2450455.500000 Penalty: 4838.301270
	Iteration 0F: 3 clusters Score -2450456 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2454415.250000 Penalty: 4838.301270
	Iteration 1F: 3 clusters Score -2454415 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2454826.500000 Penalty: 4838.301270
	Iteration 2F: 3 clusters Score -2454826 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2455194.000000 Penalty: 4838.301270
	Iteration 3Q: 3 clusters Score -2455194 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2455533.500000 Penalty: 4838.301270
	Iteration 4Q: 3 clusters Score -2455534 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2455873.000000 Penalty: 4838.301270
	Iteration 5Q: 3 clusters Score -2455873 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2456241.000000 Penalty: 4838.301270
	Iteration 6Q: 3 clusters Score -2456241 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2456647.250000 Penalty: 4838.301270
	Iteration 7Q: 3 clusters Score -2456647 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2457031.000000 Penalty: 4838.301270
	Iteration 8Q: 3 clusters Score -2457031 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2457427.250000 Penalty: 4838.301270
	Iteration 9Q: 3 clusters Score -2457427 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2457784.750000 Penalty: 4838.301270
	Iteration 10Q: 3 clusters Score -2457785 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2458180.000000 Penalty: 4838.301270
	Iteration 11Q: 3 clusters Score -2458180 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2458553.500000 Penalty: 4838.301270
	Iteration 12Q: 3 clusters Score -2458554 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2458935.500000 Penalty: 4838.301270
	Iteration 13Q: 3 clusters Score -2458936 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2459267.000000 Penalty: 4838.301270
	Iteration 14Q: 3 clusters Score -2459267 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2459638.000000 Penalty: 4838.301270
	Iteration 15Q: 3 clusters Score -2459638 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2459989.750000 Penalty: 4838.301270
	Iteration 16Q: 3 clusters Score -2459990 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2460276.000000 Penalty: 4838.301270
	Iteration 17Q: 3 clusters Score -2460276 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2460455.750000 Penalty: 4838.301270
	Iteration 18Q: 3 clusters Score -2460456 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2460565.000000 Penalty: 4838.301270
	Iteration 19Q: 3 clusters Score -2460565 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2460622.750000 Penalty: 4838.301270
	Iteration 20F: 3 clusters Score -2460623 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2460676.750000 Penalty: 4838.301270
	Iteration 21Q: 3 clusters Score -2460677 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2460726.750000 Penalty: 4838.301270
	Iteration 22Q: 3 clusters Score -2460727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2460760.250000 Penalty: 4838.301270
	Iteration 23Q: 3 clusters Score -2460760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2460786.500000 Penalty: 4838.301270
	Iteration 24Q: 3 clusters Score -2460786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2460804.500000 Penalty: 4838.301270
	Iteration 25Q: 3 clusters Score -2460804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2460808.750000 Penalty: 4838.301270
	Iteration 26Q: 3 clusters Score -2460809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2460814.750000 Penalty: 4838.301270
	Iteration 27Q: 3 clusters Score -2460815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2460817.500000 Penalty: 4838.301270
	Iteration 28Q: 3 clusters Score -2460818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2460825.000000 Penalty: 4838.301270
	Iteration 29Q: 3 clusters Score -2460825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2460829.750000 Penalty: 4838.301270
	Iteration 30Q: 3 clusters Score -2460830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2460834.250000 Penalty: 4838.301270
	Iteration 31Q: 3 clusters Score -2460834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2460840.500000 Penalty: 4838.301270
	Iteration 32Q: 3 clusters Score -2460840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2460846.750000 Penalty: 4838.301270
	Iteration 33Q: 3 clusters Score -2460847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2460845.750000 Penalty: 4838.301270
	Iteration 34Q: 3 clusters Score -2460846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2460848.250000 Penalty: 4838.301270
	Iteration 35Q: 3 clusters Score -2460848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2460850.500000 Penalty: 4838.301270
	Iteration 36Q: 3 clusters Score -2460850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2460850.000000 Penalty: 4838.301270
	Iteration 37Q: 3 clusters Score -2460850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2460848.750000 Penalty: 4838.301270
	Iteration 38Q: 3 clusters Score -2460849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2460847.000000 Penalty: 4838.301270
	Iteration 39Q: 3 clusters Score -2460847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2460849.500000 Penalty: 4838.301270
	Iteration 40F: 3 clusters Score -2460850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Entering Unmasked Estep 
Score: -5811702.500000 Penalty: 2641.437256
	Iteration 0F: 2 clusters Score -5811702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -5783197.500000 Penalty: 5282.874512
	Iteration 0F: 3 clusters Score -5783198 nChanged 19364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -5793736.500000 Penalty: 5282.874512
	Iteration 1F: 3 clusters Score -5793736 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -5794212.000000 Penalty: 5282.874512
	Iteration 2Q: 3 clusters Score -5794212 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -5794678.500000 Penalty: 5282.874512
	Iteration 3Q: 3 clusters Score -5794678 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -5795164.000000 Penalty: 5282.874512
	Iteration 4Q: 3 clusters Score -5795164 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -5795652.500000 Penalty: 5282.874512
	Iteration 5Q: 3 clusters Score -5795652 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -5796134.000000 Penalty: 5282.874512
	Iteration 6Q: 3 clusters Score -5796134 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -5796620.500000 Penalty: 5282.874512
	Iteration 7Q: 3 clusters Score -5796620 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5797076.500000 Penalty: 5282.874512
	Iteration 8Q: 3 clusters Score -5797076 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -5797661.000000 Penalty: 5282.874512
	Iteration 9Q: 3 clusters Score -5797661 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -5798281.000000 Penalty: 5282.874512
	Iteration 10Q: 3 clusters Score -5798281 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5798846.000000 Penalty: 5282.874512
	Iteration 11Q: 3 clusters Score -5798846 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -5799455.500000 Penalty: 5282.874512
	Iteration 12Q: 3 clusters Score -5799456 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -5800022.500000 Penalty: 5282.874512
	Iteration 13Q: 3 clusters Score -5800022 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -5800558.500000 Penalty: 5282.874512
	Iteration 14Q: 3 clusters Score -5800558 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -5801066.000000 Penalty: 5282.874512
	Iteration 15Q: 3 clusters Score -5801066 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -5801598.000000 Penalty: 5282.874512
	Iteration 16Q: 3 clusters Score -5801598 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -5802177.500000 Penalty: 5282.874512
	Iteration 17Q: 3 clusters Score -5802178 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -5802797.500000 Penalty: 5282.874512
	Iteration 18Q: 3 clusters Score -5802798 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -5803473.500000 Penalty: 5282.874512
	Iteration 19Q: 3 clusters Score -5803474 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -5804226.500000 Penalty: 5282.874512
	Iteration 20F: 3 clusters Score -5804226 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -5804991.000000 Penalty: 5282.874512
	Iteration 21Q: 3 clusters Score -5804991 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -5805865.500000 Penalty: 5282.874512
	Iteration 22Q: 3 clusters Score -5805866 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -5806614.500000 Penalty: 5282.874512
	Iteration 23Q: 3 clusters Score -5806614 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -5807338.500000 Penalty: 5282.874512
	Iteration 24Q: 3 clusters Score -5807338 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -5808035.000000 Penalty: 5282.874512
	Iteration 25Q: 3 clusters Score -5808035 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -5808653.000000 Penalty: 5282.874512
	Iteration 26Q: 3 clusters Score -5808653 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -5809122.500000 Penalty: 5282.874512
	Iteration 27Q: 3 clusters Score -5809122 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -5809395.500000 Penalty: 5282.874512
	Iteration 28Q: 3 clusters Score -5809396 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5809499.500000 Penalty: 5282.874512
	Iteration 29Q: 3 clusters Score -5809500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -5809565.000000 Penalty: 5282.874512
	Iteration 30Q: 3 clusters Score -5809565 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5809599.000000 Penalty: 5282.874512
	Iteration 31Q: 3 clusters Score -5809599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -5809631.500000 Penalty: 5282.874512
	Iteration 32Q: 3 clusters Score -5809632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5809650.000000 Penalty: 5282.874512
	Iteration 33Q: 3 clusters Score -5809650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -5809663.000000 Penalty: 5282.874512
	Iteration 34Q: 3 clusters Score -5809663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5809668.000000 Penalty: 5282.874512
	Iteration 35Q: 3 clusters Score -5809668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -5809685.500000 Penalty: 5282.874512
	Iteration 36Q: 3 clusters Score -5809686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -5809697.000000 Penalty: 5282.874512
	Iteration 37Q: 3 clusters Score -5809697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -5809704.000000 Penalty: 5282.874512
	Iteration 38Q: 3 clusters Score -5809704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -5809699.000000 Penalty: 5282.874512
	Iteration 39Q: 3 clusters Score -5809699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -5809708.500000 Penalty: 5282.874512
	Iteration 40F: 3 clusters Score -5809708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -5809712.500000 Penalty: 5282.874512
	Iteration 41Q: 3 clusters Score -5809712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -5809714.000000 Penalty: 5282.874512
	Iteration 42Q: 3 clusters Score -5809714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -5809715.500000 Penalty: 5282.874512
	Iteration 43Q: 3 clusters Score -5809716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -5809723.000000 Penalty: 5282.874512
	Iteration 44Q: 3 clusters Score -5809723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -5809736.500000 Penalty: 5282.874512
	Iteration 45Q: 3 clusters Score -5809736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5809735.500000 Penalty: 5282.874512
	Iteration 46Q: 3 clusters Score -5809736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5809735.500000 Penalty: 5282.874512
	Iteration 47F: 3 clusters Score -5809736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Entering Unmasked Estep 
Score: -12964281.000000 Penalty: 2831.854736
	Iteration 0F: 2 clusters Score -1.296428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -12903614.000000 Penalty: 5663.709473
	Iteration 0F: 3 clusters Score -1.290361e+07 nChanged 43031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -12928317.000000 Penalty: 5663.709473
	Iteration 1F: 3 clusters Score -1.292832e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -12929262.000000 Penalty: 5663.709473
	Iteration 2Q: 3 clusters Score -1.292926e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -12930449.000000 Penalty: 5663.709473
	Iteration 3Q: 3 clusters Score -1.293045e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -12932001.000000 Penalty: 5663.709473
	Iteration 4Q: 3 clusters Score -1.2932e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -12934421.000000 Penalty: 5663.709473
	Iteration 5F: 3 clusters Score -1.293442e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -12938169.000000 Penalty: 5663.709473
	Iteration 6F: 3 clusters Score -1.293817e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -12943370.000000 Penalty: 5663.709473
	Iteration 7F: 3 clusters Score -1.294337e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -12948721.000000 Penalty: 5663.709473
	Iteration 8F: 3 clusters Score -1.294872e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -12952841.000000 Penalty: 5663.709473
	Iteration 9F: 3 clusters Score -1.295284e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 75160 members 
Entering Unmasked Estep 
Score: -12955130.000000 Penalty: 5663.709473
	Iteration 10Q: 3 clusters Score -1.295513e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -12956387.000000 Penalty: 5663.709473
	Iteration 11Q: 3 clusters Score -1.295639e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 78706 members 
Entering Unmasked Estep 
Score: -12957356.000000 Penalty: 5663.709473
	Iteration 12Q: 3 clusters Score -1.295736e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -12958035.000000 Penalty: 5663.709473
	Iteration 13Q: 3 clusters Score -1.295804e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -12958602.000000 Penalty: 5663.709473
	Iteration 14Q: 3 clusters Score -1.29586e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -12959253.000000 Penalty: 5663.709473
	Iteration 15Q: 3 clusters Score -1.295925e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -12959764.000000 Penalty: 5663.709473
	Iteration 16Q: 3 clusters Score -1.295976e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -12960259.000000 Penalty: 5663.709473
	Iteration 17Q: 3 clusters Score -1.296026e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -12960714.000000 Penalty: 5663.709473
	Iteration 18Q: 3 clusters Score -1.296071e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 86164 members 
Entering Unmasked Estep 
Score: -12961054.000000 Penalty: 5663.709473
	Iteration 19Q: 3 clusters Score -1.296105e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 86774 members 
Entering Unmasked Estep 
Score: -12961320.000000 Penalty: 5663.709473
	Iteration 20F: 3 clusters Score -1.296132e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -12961515.000000 Penalty: 5663.709473
	Iteration 21Q: 3 clusters Score -1.296152e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -12961756.000000 Penalty: 5663.709473
	Iteration 22Q: 3 clusters Score -1.296176e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 88129 members 
Entering Unmasked Estep 
Score: -12961923.000000 Penalty: 5663.709473
	Iteration 23Q: 3 clusters Score -1.296192e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -12962103.000000 Penalty: 5663.709473
	Iteration 24Q: 3 clusters Score -1.29621e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 88763 members 
Entering Unmasked Estep 
Score: -12962233.000000 Penalty: 5663.709473
	Iteration 25Q: 3 clusters Score -1.296223e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -12962353.000000 Penalty: 5663.709473
	Iteration 26Q: 3 clusters Score -1.296235e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 89161 members 
Entering Unmasked Estep 
Score: -12962443.000000 Penalty: 5663.709473
	Iteration 27Q: 3 clusters Score -1.296244e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 89313 members 
Entering Unmasked Estep 
Score: -12962495.000000 Penalty: 5663.709473
	Iteration 28Q: 3 clusters Score -1.29625e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 89426 members 
Entering Unmasked Estep 
Score: -12962553.000000 Penalty: 5663.709473
	Iteration 29Q: 3 clusters Score -1.296255e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -12962615.000000 Penalty: 5663.709473
	Iteration 30Q: 3 clusters Score -1.296262e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -12962669.000000 Penalty: 5663.709473
	Iteration 31Q: 3 clusters Score -1.296267e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 89636 members 
Entering Unmasked Estep 
Score: -12962719.000000 Penalty: 5663.709473
	Iteration 32Q: 3 clusters Score -1.296272e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -12962729.000000 Penalty: 5663.709473
	Iteration 33Q: 3 clusters Score -1.296273e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -12962748.000000 Penalty: 5663.709473
	Iteration 34Q: 3 clusters Score -1.296275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -12962747.000000 Penalty: 5663.709473
	Iteration 35Q: 3 clusters Score -1.296275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -12962777.000000 Penalty: 5663.709473
	Iteration 36Q: 3 clusters Score -1.296278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -12962776.000000 Penalty: 5663.709473
	Iteration 37Q: 3 clusters Score -1.296278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 89753 members 
Entering Unmasked Estep 
Score: -12962786.000000 Penalty: 5663.709473
	Iteration 38Q: 3 clusters Score -1.296279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -12962794.000000 Penalty: 5663.709473
	Iteration 39Q: 3 clusters Score -1.296279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -12962790.000000 Penalty: 5663.709473
	Iteration 40F: 3 clusters Score -1.296279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -12962781.000000 Penalty: 5663.709473
	Iteration 41Q: 3 clusters Score -1.296278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -12962785.000000 Penalty: 5663.709473
	Iteration 42Q: 3 clusters Score -1.296278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -12962780.000000 Penalty: 5663.709473
	Iteration 43Q: 3 clusters Score -1.296278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -12962786.000000 Penalty: 5663.709473
	Iteration 44Q: 3 clusters Score -1.296279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 89803 members 
Entering Unmasked Estep 
Score: -12962795.000000 Penalty: 5663.709473
	Iteration 45Q: 3 clusters Score -1.29628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -12962802.000000 Penalty: 5663.709473
	Iteration 46Q: 3 clusters Score -1.29628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -12962812.000000 Penalty: 5663.709473
	Iteration 47Q: 3 clusters Score -1.296281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 89829 members 
Entering Unmasked Estep 
Score: -12962817.000000 Penalty: 5663.709473
	Iteration 48Q: 3 clusters Score -1.296282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -12962819.000000 Penalty: 5663.709473
	Iteration 49Q: 3 clusters Score -1.296282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 89843 members 
Entering Unmasked Estep 
Score: -12962821.000000 Penalty: 5663.709473
	Iteration 50Q: 3 clusters Score -1.296282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -12962828.000000 Penalty: 5663.709473
	Iteration 51Q: 3 clusters Score -1.296283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 89849 members 
Entering Unmasked Estep 
Score: -12962830.000000 Penalty: 5663.709473
	Iteration 52Q: 3 clusters Score -1.296283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -12962834.000000 Penalty: 5663.709473
	Iteration 53Q: 3 clusters Score -1.296283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -12962834.000000 Penalty: 5663.709473
	Iteration 54F: 3 clusters Score -1.296283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (180377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180377 members 
Entering Unmasked Estep 
Score: -25644904.000000 Penalty: 3001.495361
	Iteration 0F: 2 clusters Score -2.56449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -25546418.000000 Penalty: 6002.990723
	Iteration 0F: 3 clusters Score -2.554642e+07 nChanged 86659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91373 members 
Mstep: Class 2 contains 89004 members 
Entering Unmasked Estep 
Score: -25597074.000000 Penalty: 6002.990723
	Iteration 1F: 3 clusters Score -2.559707e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -25598098.000000 Penalty: 6002.990723
	Iteration 2Q: 3 clusters Score -2.55981e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94705 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -25599816.000000 Penalty: 6002.990723
	Iteration 3Q: 3 clusters Score -2.559982e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97830 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -25602362.000000 Penalty: 6002.990723
	Iteration 4Q: 3 clusters Score -2.560236e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102278 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -25606240.000000 Penalty: 6002.990723
	Iteration 5F: 3 clusters Score -2.560624e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -25611034.000000 Penalty: 6002.990723
	Iteration 6F: 3 clusters Score -2.561103e+07 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113680 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -25617180.000000 Penalty: 6002.990723
	Iteration 7F: 3 clusters Score -2.561718e+07 nChanged 12193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118963 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -25624646.000000 Penalty: 6002.990723
	Iteration 8F: 3 clusters Score -2.562465e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122540 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -25632418.000000 Penalty: 6002.990723
	Iteration 9F: 3 clusters Score -2.563242e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124171 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -25638112.000000 Penalty: 6002.990723
	Iteration 10F: 3 clusters Score -2.563811e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124442 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -25640796.000000 Penalty: 6002.990723
	Iteration 11Q: 3 clusters Score -2.56408e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124294 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -25641666.000000 Penalty: 6002.990723
	Iteration 12Q: 3 clusters Score -2.564167e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124172 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -25642242.000000 Penalty: 6002.990723
	Iteration 13Q: 3 clusters Score -2.564224e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123947 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -25642764.000000 Penalty: 6002.990723
	Iteration 14Q: 3 clusters Score -2.564276e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123756 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -25643192.000000 Penalty: 6002.990723
	Iteration 15Q: 3 clusters Score -2.564319e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123519 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -25643478.000000 Penalty: 6002.990723
	Iteration 16Q: 3 clusters Score -2.564348e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123305 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -25643942.000000 Penalty: 6002.990723
	Iteration 17Q: 3 clusters Score -2.564394e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123032 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -25644144.000000 Penalty: 6002.990723
	Iteration 18Q: 3 clusters Score -2.564414e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122710 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -25644130.000000 Penalty: 6002.990723
	Iteration 19Q: 3 clusters Score -2.564413e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122403 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -25644390.000000 Penalty: 6002.990723
	Iteration 20F: 3 clusters Score -2.564439e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122132 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -25644666.000000 Penalty: 6002.990723
	Iteration 21Q: 3 clusters Score -2.564467e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121864 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -25644864.000000 Penalty: 6002.990723
	Iteration 22Q: 3 clusters Score -2.564486e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121596 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -25644944.000000 Penalty: 6002.990723
	Iteration 23Q: 3 clusters Score -2.564494e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121334 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -25645026.000000 Penalty: 6002.990723
	Iteration 24Q: 3 clusters Score -2.564503e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121060 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -25645176.000000 Penalty: 6002.990723
	Iteration 25Q: 3 clusters Score -2.564518e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120798 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -25645212.000000 Penalty: 6002.990723
	Iteration 26Q: 3 clusters Score -2.564521e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120540 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -25645306.000000 Penalty: 6002.990723
	Iteration 27Q: 3 clusters Score -2.564531e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120300 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -25645372.000000 Penalty: 6002.990723
	Iteration 28Q: 3 clusters Score -2.564537e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120067 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -25645374.000000 Penalty: 6002.990723
	Iteration 29Q: 3 clusters Score -2.564537e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -25645436.000000 Penalty: 6002.990723
	Iteration 30Q: 3 clusters Score -2.564544e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -25645398.000000 Penalty: 6002.990723
	Iteration 31Q: 3 clusters Score -2.56454e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119479 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -25645440.000000 Penalty: 6002.990723
	Iteration 32Q: 3 clusters Score -2.564544e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119306 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -25645464.000000 Penalty: 6002.990723
	Iteration 33Q: 3 clusters Score -2.564546e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119139 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -25645502.000000 Penalty: 6002.990723
	Iteration 34Q: 3 clusters Score -2.56455e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119013 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -25645500.000000 Penalty: 6002.990723
	Iteration 35Q: 3 clusters Score -2.56455e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118870 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -25645506.000000 Penalty: 6002.990723
	Iteration 36Q: 3 clusters Score -2.564551e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118718 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -25645510.000000 Penalty: 6002.990723
	Iteration 37Q: 3 clusters Score -2.564551e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118593 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -25645500.000000 Penalty: 6002.990723
	Iteration 38Q: 3 clusters Score -2.56455e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -25645490.000000 Penalty: 6002.990723
	Iteration 39Q: 3 clusters Score -2.564549e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118383 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -25645492.000000 Penalty: 6002.990723
	Iteration 40F: 3 clusters Score -2.564549e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118285 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -25645512.000000 Penalty: 6002.990723
	Iteration 41Q: 3 clusters Score -2.564551e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -25645446.000000 Penalty: 6002.990723
	Iteration 42Q: 3 clusters Score -2.564545e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118092 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -25645480.000000 Penalty: 6002.990723
	Iteration 43Q: 3 clusters Score -2.564548e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117990 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -25645484.000000 Penalty: 6002.990723
	Iteration 44Q: 3 clusters Score -2.564548e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117898 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -25645516.000000 Penalty: 6002.990723
	Iteration 45Q: 3 clusters Score -2.564552e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117796 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -25645550.000000 Penalty: 6002.990723
	Iteration 46Q: 3 clusters Score -2.564555e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -25645560.000000 Penalty: 6002.990723
	Iteration 47Q: 3 clusters Score -2.564556e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117578 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -25645570.000000 Penalty: 6002.990723
	Iteration 48Q: 3 clusters Score -2.564557e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117453 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -25645562.000000 Penalty: 6002.990723
	Iteration 49Q: 3 clusters Score -2.564556e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117343 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -25645592.000000 Penalty: 6002.990723
	Iteration 50Q: 3 clusters Score -2.564559e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117250 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -25645580.000000 Penalty: 6002.990723
	Iteration 51Q: 3 clusters Score -2.564558e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -25645622.000000 Penalty: 6002.990723
	Iteration 52Q: 3 clusters Score -2.564562e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117120 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -25645620.000000 Penalty: 6002.990723
	Iteration 53Q: 3 clusters Score -2.564562e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117042 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -25645658.000000 Penalty: 6002.990723
	Iteration 54Q: 3 clusters Score -2.564566e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116963 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -25645670.000000 Penalty: 6002.990723
	Iteration 55Q: 3 clusters Score -2.564567e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116887 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -25645674.000000 Penalty: 6002.990723
	Iteration 56Q: 3 clusters Score -2.564567e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116822 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -25645664.000000 Penalty: 6002.990723
	Iteration 57Q: 3 clusters Score -2.564566e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116767 members 
Mstep: Class 2 contains 63610 members 
Entering Unmasked Estep 
Score: -25645654.000000 Penalty: 6002.990723
	Iteration 58Q: 3 clusters Score -2.564565e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116730 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -25645676.000000 Penalty: 6002.990723
	Iteration 59Q: 3 clusters Score -2.564568e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116706 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -25645718.000000 Penalty: 6002.990723
	Iteration 60F: 3 clusters Score -2.564572e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116667 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -25645690.000000 Penalty: 6002.990723
	Iteration 61Q: 3 clusters Score -2.564569e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116633 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -25645698.000000 Penalty: 6002.990723
	Iteration 62Q: 3 clusters Score -2.56457e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116586 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -25645712.000000 Penalty: 6002.990723
	Iteration 63Q: 3 clusters Score -2.564571e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116541 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -25645700.000000 Penalty: 6002.990723
	Iteration 64Q: 3 clusters Score -2.56457e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116494 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -25645716.000000 Penalty: 6002.990723
	Iteration 65Q: 3 clusters Score -2.564572e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116448 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -25645720.000000 Penalty: 6002.990723
	Iteration 66Q: 3 clusters Score -2.564572e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116403 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -25645728.000000 Penalty: 6002.990723
	Iteration 67Q: 3 clusters Score -2.564573e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116355 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -25645720.000000 Penalty: 6002.990723
	Iteration 68Q: 3 clusters Score -2.564572e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116319 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -25645740.000000 Penalty: 6002.990723
	Iteration 69Q: 3 clusters Score -2.564574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116283 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -25645726.000000 Penalty: 6002.990723
	Iteration 70Q: 3 clusters Score -2.564573e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116250 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -25645748.000000 Penalty: 6002.990723
	Iteration 71Q: 3 clusters Score -2.564575e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116226 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -25645772.000000 Penalty: 6002.990723
	Iteration 72Q: 3 clusters Score -2.564577e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116205 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -25645760.000000 Penalty: 6002.990723
	Iteration 73Q: 3 clusters Score -2.564576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116184 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -25645750.000000 Penalty: 6002.990723
	Iteration 74Q: 3 clusters Score -2.564575e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116158 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -25645782.000000 Penalty: 6002.990723
	Iteration 75Q: 3 clusters Score -2.564578e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116128 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -25645792.000000 Penalty: 6002.990723
	Iteration 76Q: 3 clusters Score -2.564579e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116099 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -25645794.000000 Penalty: 6002.990723
	Iteration 77Q: 3 clusters Score -2.564579e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116063 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -25645810.000000 Penalty: 6002.990723
	Iteration 78Q: 3 clusters Score -2.564581e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116034 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -25645796.000000 Penalty: 6002.990723
	Iteration 79Q: 3 clusters Score -2.56458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116004 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -25645790.000000 Penalty: 6002.990723
	Iteration 80F: 3 clusters Score -2.564579e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115974 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -25645828.000000 Penalty: 6002.990723
	Iteration 81Q: 3 clusters Score -2.564583e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115949 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -25645814.000000 Penalty: 6002.990723
	Iteration 82Q: 3 clusters Score -2.564581e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115918 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -25645832.000000 Penalty: 6002.990723
	Iteration 83Q: 3 clusters Score -2.564583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115888 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -25645816.000000 Penalty: 6002.990723
	Iteration 84Q: 3 clusters Score -2.564582e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -25645834.000000 Penalty: 6002.990723
	Iteration 85Q: 3 clusters Score -2.564583e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115820 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -25645828.000000 Penalty: 6002.990723
	Iteration 86Q: 3 clusters Score -2.564583e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115787 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -25645832.000000 Penalty: 6002.990723
	Iteration 87Q: 3 clusters Score -2.564583e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115758 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -25645842.000000 Penalty: 6002.990723
	Iteration 88Q: 3 clusters Score -2.564584e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115722 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -25645820.000000 Penalty: 6002.990723
	Iteration 89Q: 3 clusters Score -2.564582e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115684 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -25645832.000000 Penalty: 6002.990723
	Iteration 90Q: 3 clusters Score -2.564583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115650 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -25645834.000000 Penalty: 6002.990723
	Iteration 91Q: 3 clusters Score -2.564583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115618 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -25645828.000000 Penalty: 6002.990723
	Iteration 92Q: 3 clusters Score -2.564583e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115589 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -25645846.000000 Penalty: 6002.990723
	Iteration 93Q: 3 clusters Score -2.564585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115567 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -25645808.000000 Penalty: 6002.990723
	Iteration 94Q: 3 clusters Score -2.564581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115532 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -25645810.000000 Penalty: 6002.990723
	Iteration 95Q: 3 clusters Score -2.564581e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115492 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -25645824.000000 Penalty: 6002.990723
	Iteration 96Q: 3 clusters Score -2.564582e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115444 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -25645796.000000 Penalty: 6002.990723
	Iteration 97Q: 3 clusters Score -2.56458e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115402 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -25645800.000000 Penalty: 6002.990723
	Iteration 98Q: 3 clusters Score -2.56458e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115352 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -25645844.000000 Penalty: 6002.990723
	Iteration 99Q: 3 clusters Score -2.564584e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115306 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -25645846.000000 Penalty: 6002.990723
	Iteration 100F: 3 clusters Score -2.564585e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115269 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -25645844.000000 Penalty: 6002.990723
	Iteration 101Q: 3 clusters Score -2.564584e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115227 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -25645874.000000 Penalty: 6002.990723
	Iteration 102Q: 3 clusters Score -2.564587e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115183 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -25645814.000000 Penalty: 6002.990723
	Iteration 103Q: 3 clusters Score -2.564581e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115148 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -25645826.000000 Penalty: 6002.990723
	Iteration 104Q: 3 clusters Score -2.564583e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115108 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -25645844.000000 Penalty: 6002.990723
	Iteration 105Q: 3 clusters Score -2.564584e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -25645828.000000 Penalty: 6002.990723
	Iteration 106Q: 3 clusters Score -2.564583e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115024 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -25645840.000000 Penalty: 6002.990723
	Iteration 107Q: 3 clusters Score -2.564584e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114985 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -25645830.000000 Penalty: 6002.990723
	Iteration 108Q: 3 clusters Score -2.564583e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -25645838.000000 Penalty: 6002.990723
	Iteration 109Q: 3 clusters Score -2.564584e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114898 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -25645866.000000 Penalty: 6002.990723
	Iteration 110Q: 3 clusters Score -2.564587e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114852 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -25645864.000000 Penalty: 6002.990723
	Iteration 111Q: 3 clusters Score -2.564586e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114802 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -25645850.000000 Penalty: 6002.990723
	Iteration 112Q: 3 clusters Score -2.564585e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114744 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -25645866.000000 Penalty: 6002.990723
	Iteration 113Q: 3 clusters Score -2.564587e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114692 members 
Mstep: Class 2 contains 65685 members 
Entering Unmasked Estep 
Score: -25645864.000000 Penalty: 6002.990723
	Iteration 114Q: 3 clusters Score -2.564586e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114649 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -25645868.000000 Penalty: 6002.990723
	Iteration 115Q: 3 clusters Score -2.564587e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114612 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -25645882.000000 Penalty: 6002.990723
	Iteration 116Q: 3 clusters Score -2.564588e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114574 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -25645898.000000 Penalty: 6002.990723
	Iteration 117Q: 3 clusters Score -2.56459e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114535 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -25645900.000000 Penalty: 6002.990723
	Iteration 118Q: 3 clusters Score -2.56459e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114496 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -25645926.000000 Penalty: 6002.990723
	Iteration 119Q: 3 clusters Score -2.564593e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114453 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -25645920.000000 Penalty: 6002.990723
	Iteration 120F: 3 clusters Score -2.564592e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114421 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -25645920.000000 Penalty: 6002.990723
	Iteration 121Q: 3 clusters Score -2.564592e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114388 members 
Mstep: Class 2 contains 65989 members 
Entering Unmasked Estep 
Score: -25645918.000000 Penalty: 6002.990723
	Iteration 122Q: 3 clusters Score -2.564592e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114354 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -25645934.000000 Penalty: 6002.990723
	Iteration 123Q: 3 clusters Score -2.564593e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114318 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -25645930.000000 Penalty: 6002.990723
	Iteration 124Q: 3 clusters Score -2.564593e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114283 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -25645932.000000 Penalty: 6002.990723
	Iteration 125Q: 3 clusters Score -2.564593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114252 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -25645922.000000 Penalty: 6002.990723
	Iteration 126Q: 3 clusters Score -2.564592e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114214 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -25645936.000000 Penalty: 6002.990723
	Iteration 127Q: 3 clusters Score -2.564594e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114170 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -25645924.000000 Penalty: 6002.990723
	Iteration 128Q: 3 clusters Score -2.564592e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114125 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -25645916.000000 Penalty: 6002.990723
	Iteration 129Q: 3 clusters Score -2.564592e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -25645912.000000 Penalty: 6002.990723
	Iteration 130Q: 3 clusters Score -2.564591e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114017 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -25645892.000000 Penalty: 6002.990723
	Iteration 131Q: 3 clusters Score -2.564589e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113956 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -25645900.000000 Penalty: 6002.990723
	Iteration 132Q: 3 clusters Score -2.56459e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113896 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -25645900.000000 Penalty: 6002.990723
	Iteration 133Q: 3 clusters Score -2.56459e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113835 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -25645930.000000 Penalty: 6002.990723
	Iteration 134Q: 3 clusters Score -2.564593e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -25645900.000000 Penalty: 6002.990723
	Iteration 135Q: 3 clusters Score -2.56459e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113711 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -25645948.000000 Penalty: 6002.990723
	Iteration 136Q: 3 clusters Score -2.564595e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113662 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -25645940.000000 Penalty: 6002.990723
	Iteration 137Q: 3 clusters Score -2.564594e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113627 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -25645960.000000 Penalty: 6002.990723
	Iteration 138Q: 3 clusters Score -2.564596e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113591 members 
Mstep: Class 2 contains 66786 members 
Entering Unmasked Estep 
Score: -25645962.000000 Penalty: 6002.990723
	Iteration 139Q: 3 clusters Score -2.564596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113570 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -25645956.000000 Penalty: 6002.990723
	Iteration 140F: 3 clusters Score -2.564596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113550 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -25645936.000000 Penalty: 6002.990723
	Iteration 141Q: 3 clusters Score -2.564594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113538 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -25645958.000000 Penalty: 6002.990723
	Iteration 142Q: 3 clusters Score -2.564596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113524 members 
Mstep: Class 2 contains 66853 members 
Entering Unmasked Estep 
Score: -25645970.000000 Penalty: 6002.990723
	Iteration 143Q: 3 clusters Score -2.564597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113506 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -25645960.000000 Penalty: 6002.990723
	Iteration 144Q: 3 clusters Score -2.564596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113492 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -25645964.000000 Penalty: 6002.990723
	Iteration 145Q: 3 clusters Score -2.564596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113477 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -25645960.000000 Penalty: 6002.990723
	Iteration 146Q: 3 clusters Score -2.564596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -25645960.000000 Penalty: 6002.990723
	Iteration 147Q: 3 clusters Score -2.564596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113453 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -25645938.000000 Penalty: 6002.990723
	Iteration 148Q: 3 clusters Score -2.564594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113441 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -25645936.000000 Penalty: 6002.990723
	Iteration 149Q: 3 clusters Score -2.564594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113433 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -25645932.000000 Penalty: 6002.990723
	Iteration 150Q: 3 clusters Score -2.564593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113420 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -25645934.000000 Penalty: 6002.990723
	Iteration 151Q: 3 clusters Score -2.564593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113401 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -25645922.000000 Penalty: 6002.990723
	Iteration 152Q: 3 clusters Score -2.564592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 66996 members 
Entering Unmasked Estep 
Score: -25645948.000000 Penalty: 6002.990723
	Iteration 153Q: 3 clusters Score -2.564595e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113351 members 
Mstep: Class 2 contains 67026 members 
Entering Unmasked Estep 
Score: -25645944.000000 Penalty: 6002.990723
	Iteration 154Q: 3 clusters Score -2.564594e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113332 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -25645924.000000 Penalty: 6002.990723
	Iteration 155Q: 3 clusters Score -2.564592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113303 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -25645936.000000 Penalty: 6002.990723
	Iteration 156Q: 3 clusters Score -2.564594e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113277 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -25645900.000000 Penalty: 6002.990723
	Iteration 157Q: 3 clusters Score -2.56459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113260 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -25645894.000000 Penalty: 6002.990723
	Iteration 158Q: 3 clusters Score -2.564589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113250 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -25645890.000000 Penalty: 6002.990723
	Iteration 159Q: 3 clusters Score -2.564589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113243 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -25645900.000000 Penalty: 6002.990723
	Iteration 160F: 3 clusters Score -2.56459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113238 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -25645902.000000 Penalty: 6002.990723
	Iteration 161Q: 3 clusters Score -2.56459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113226 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -25645896.000000 Penalty: 6002.990723
	Iteration 162Q: 3 clusters Score -2.56459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113212 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -25645886.000000 Penalty: 6002.990723
	Iteration 163Q: 3 clusters Score -2.564589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113201 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -25645868.000000 Penalty: 6002.990723
	Iteration 164Q: 3 clusters Score -2.564587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113192 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -25645886.000000 Penalty: 6002.990723
	Iteration 165Q: 3 clusters Score -2.564589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113183 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -25645882.000000 Penalty: 6002.990723
	Iteration 166Q: 3 clusters Score -2.564588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113167 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -25645900.000000 Penalty: 6002.990723
	Iteration 167Q: 3 clusters Score -2.56459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113145 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -25645898.000000 Penalty: 6002.990723
	Iteration 168Q: 3 clusters Score -2.56459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113125 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -25645904.000000 Penalty: 6002.990723
	Iteration 169Q: 3 clusters Score -2.56459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113107 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -25645918.000000 Penalty: 6002.990723
	Iteration 170Q: 3 clusters Score -2.564592e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113082 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -25645918.000000 Penalty: 6002.990723
	Iteration 171Q: 3 clusters Score -2.564592e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113064 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -25645920.000000 Penalty: 6002.990723
	Iteration 172Q: 3 clusters Score -2.564592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113050 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -25645920.000000 Penalty: 6002.990723
	Iteration 173Q: 3 clusters Score -2.564592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113033 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -25645926.000000 Penalty: 6002.990723
	Iteration 174Q: 3 clusters Score -2.564593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113010 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -25645918.000000 Penalty: 6002.990723
	Iteration 175Q: 3 clusters Score -2.564592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112991 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -25645908.000000 Penalty: 6002.990723
	Iteration 176Q: 3 clusters Score -2.564591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112977 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -25645912.000000 Penalty: 6002.990723
	Iteration 177Q: 3 clusters Score -2.564591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112956 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -25645882.000000 Penalty: 6002.990723
	Iteration 178Q: 3 clusters Score -2.564588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112933 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -25645890.000000 Penalty: 6002.990723
	Iteration 179Q: 3 clusters Score -2.564589e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112909 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -25645894.000000 Penalty: 6002.990723
	Iteration 180F: 3 clusters Score -2.564589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112894 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -25645902.000000 Penalty: 6002.990723
	Iteration 181Q: 3 clusters Score -2.56459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112874 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -25645886.000000 Penalty: 6002.990723
	Iteration 182Q: 3 clusters Score -2.564589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112857 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -25645884.000000 Penalty: 6002.990723
	Iteration 183Q: 3 clusters Score -2.564588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112844 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -25645882.000000 Penalty: 6002.990723
	Iteration 184Q: 3 clusters Score -2.564588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112831 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -25645876.000000 Penalty: 6002.990723
	Iteration 185Q: 3 clusters Score -2.564588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112817 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -25645884.000000 Penalty: 6002.990723
	Iteration 186Q: 3 clusters Score -2.564588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112800 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -25645878.000000 Penalty: 6002.990723
	Iteration 187Q: 3 clusters Score -2.564588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112781 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -25645870.000000 Penalty: 6002.990723
	Iteration 188Q: 3 clusters Score -2.564587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112765 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -25645860.000000 Penalty: 6002.990723
	Iteration 189Q: 3 clusters Score -2.564586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -25645872.000000 Penalty: 6002.990723
	Iteration 190Q: 3 clusters Score -2.564587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112733 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -25645868.000000 Penalty: 6002.990723
	Iteration 191Q: 3 clusters Score -2.564587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112727 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -25645874.000000 Penalty: 6002.990723
	Iteration 192Q: 3 clusters Score -2.564587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112720 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -25645866.000000 Penalty: 6002.990723
	Iteration 193Q: 3 clusters Score -2.564587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112711 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -25645866.000000 Penalty: 6002.990723
	Iteration 194Q: 3 clusters Score -2.564587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112695 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -25645850.000000 Penalty: 6002.990723
	Iteration 195Q: 3 clusters Score -2.564585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112673 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -25645838.000000 Penalty: 6002.990723
	Iteration 196Q: 3 clusters Score -2.564584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112661 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -25645862.000000 Penalty: 6002.990723
	Iteration 197Q: 3 clusters Score -2.564586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112648 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -25645840.000000 Penalty: 6002.990723
	Iteration 198Q: 3 clusters Score -2.564584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112639 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -25645846.000000 Penalty: 6002.990723
	Iteration 199Q: 3 clusters Score -2.564585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112624 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -25645846.000000 Penalty: 6002.990723
	Iteration 200F: 3 clusters Score -2.564585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112606 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -25645868.000000 Penalty: 6002.990723
	Iteration 201Q: 3 clusters Score -2.564587e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112588 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -25645858.000000 Penalty: 6002.990723
	Iteration 202Q: 3 clusters Score -2.564586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112571 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -25645882.000000 Penalty: 6002.990723
	Iteration 203Q: 3 clusters Score -2.564588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -25645900.000000 Penalty: 6002.990723
	Iteration 204Q: 3 clusters Score -2.56459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112538 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -25645892.000000 Penalty: 6002.990723
	Iteration 205Q: 3 clusters Score -2.564589e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112518 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -25645862.000000 Penalty: 6002.990723
	Iteration 206Q: 3 clusters Score -2.564586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112495 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -25645860.000000 Penalty: 6002.990723
	Iteration 207Q: 3 clusters Score -2.564586e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112470 members 
Mstep: Class 2 contains 67907 members 
Entering Unmasked Estep 
Score: -25645868.000000 Penalty: 6002.990723
	Iteration 208Q: 3 clusters Score -2.564587e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112440 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -25645848.000000 Penalty: 6002.990723
	Iteration 209Q: 3 clusters Score -2.564585e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112408 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -25645866.000000 Penalty: 6002.990723
	Iteration 210Q: 3 clusters Score -2.564587e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112377 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -25645880.000000 Penalty: 6002.990723
	Iteration 211Q: 3 clusters Score -2.564588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
Score: -25645880.000000 Penalty: 6002.990723
	Iteration 212Q: 3 clusters Score -2.564588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112336 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -25645868.000000 Penalty: 6002.990723
	Iteration 213Q: 3 clusters Score -2.564587e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 68056 members 
Entering Unmasked Estep 
Score: -25645840.000000 Penalty: 6002.990723
	Iteration 214Q: 3 clusters Score -2.564584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112310 members 
Mstep: Class 2 contains 68067 members 
Entering Unmasked Estep 
Score: -25645818.000000 Penalty: 6002.990723
	Iteration 215Q: 3 clusters Score -2.564582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112301 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -25645834.000000 Penalty: 6002.990723
	Iteration 216Q: 3 clusters Score -2.564583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112289 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -25645854.000000 Penalty: 6002.990723
	Iteration 217Q: 3 clusters Score -2.564585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112281 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -25645838.000000 Penalty: 6002.990723
	Iteration 218Q: 3 clusters Score -2.564584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112269 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -25645834.000000 Penalty: 6002.990723
	Iteration 219Q: 3 clusters Score -2.564583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112256 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -25645838.000000 Penalty: 6002.990723
	Iteration 220F: 3 clusters Score -2.564584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112238 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -25645846.000000 Penalty: 6002.990723
	Iteration 221Q: 3 clusters Score -2.564585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112224 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -25645862.000000 Penalty: 6002.990723
	Iteration 222Q: 3 clusters Score -2.564586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112209 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -25645864.000000 Penalty: 6002.990723
	Iteration 223Q: 3 clusters Score -2.564586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112189 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -25645868.000000 Penalty: 6002.990723
	Iteration 224Q: 3 clusters Score -2.564587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112167 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -25645884.000000 Penalty: 6002.990723
	Iteration 225Q: 3 clusters Score -2.564588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112146 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -25645864.000000 Penalty: 6002.990723
	Iteration 226Q: 3 clusters Score -2.564586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112116 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -25645850.000000 Penalty: 6002.990723
	Iteration 227Q: 3 clusters Score -2.564585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112088 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -25645850.000000 Penalty: 6002.990723
	Iteration 228Q: 3 clusters Score -2.564585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112066 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -25645818.000000 Penalty: 6002.990723
	Iteration 229Q: 3 clusters Score -2.564582e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112043 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -25645812.000000 Penalty: 6002.990723
	Iteration 230Q: 3 clusters Score -2.564581e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112017 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -25645812.000000 Penalty: 6002.990723
	Iteration 231Q: 3 clusters Score -2.564581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -25645834.000000 Penalty: 6002.990723
	Iteration 232Q: 3 clusters Score -2.564583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111975 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -25645850.000000 Penalty: 6002.990723
	Iteration 233Q: 3 clusters Score -2.564585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111961 members 
Mstep: Class 2 contains 68416 members 
Entering Unmasked Estep 
Score: -25645856.000000 Penalty: 6002.990723
	Iteration 234Q: 3 clusters Score -2.564586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111950 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -25645864.000000 Penalty: 6002.990723
	Iteration 235Q: 3 clusters Score -2.564586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111938 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -25645854.000000 Penalty: 6002.990723
	Iteration 236Q: 3 clusters Score -2.564585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111918 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -25645838.000000 Penalty: 6002.990723
	Iteration 237Q: 3 clusters Score -2.564584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -25645842.000000 Penalty: 6002.990723
	Iteration 238Q: 3 clusters Score -2.564584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111864 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -25645836.000000 Penalty: 6002.990723
	Iteration 239Q: 3 clusters Score -2.564584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111838 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -25645828.000000 Penalty: 6002.990723
	Iteration 240F: 3 clusters Score -2.564583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111818 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -25645830.000000 Penalty: 6002.990723
	Iteration 241Q: 3 clusters Score -2.564583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111794 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -25645854.000000 Penalty: 6002.990723
	Iteration 242Q: 3 clusters Score -2.564585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111777 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -25645862.000000 Penalty: 6002.990723
	Iteration 243Q: 3 clusters Score -2.564586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111757 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -25645836.000000 Penalty: 6002.990723
	Iteration 244Q: 3 clusters Score -2.564584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -25645812.000000 Penalty: 6002.990723
	Iteration 245Q: 3 clusters Score -2.564581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111733 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -25645814.000000 Penalty: 6002.990723
	Iteration 246Q: 3 clusters Score -2.564581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111723 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -25645838.000000 Penalty: 6002.990723
	Iteration 247Q: 3 clusters Score -2.564584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111714 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -25645856.000000 Penalty: 6002.990723
	Iteration 248Q: 3 clusters Score -2.564586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111704 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -25645842.000000 Penalty: 6002.990723
	Iteration 249Q: 3 clusters Score -2.564584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111691 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -25645862.000000 Penalty: 6002.990723
	Iteration 250Q: 3 clusters Score -2.564586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111682 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -25645858.000000 Penalty: 6002.990723
	Iteration 251Q: 3 clusters Score -2.564586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -25645846.000000 Penalty: 6002.990723
	Iteration 252Q: 3 clusters Score -2.564585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -25645850.000000 Penalty: 6002.990723
	Iteration 253Q: 3 clusters Score -2.564585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111671 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -25645848.000000 Penalty: 6002.990723
	Iteration 254Q: 3 clusters Score -2.564585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111668 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -25645836.000000 Penalty: 6002.990723
	Iteration 255Q: 3 clusters Score -2.564584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111664 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -25645846.000000 Penalty: 6002.990723
	Iteration 256Q: 3 clusters Score -2.564585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111662 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -25645844.000000 Penalty: 6002.990723
	Iteration 257Q: 3 clusters Score -2.564584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111661 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -25645830.000000 Penalty: 6002.990723
	Iteration 258Q: 3 clusters Score -2.564583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111657 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -25645848.000000 Penalty: 6002.990723
	Iteration 259Q: 3 clusters Score -2.564585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111654 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -25645844.000000 Penalty: 6002.990723
	Iteration 260F: 3 clusters Score -2.564584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111652 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -25645836.000000 Penalty: 6002.990723
	Iteration 261Q: 3 clusters Score -2.564584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111651 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -25645828.000000 Penalty: 6002.990723
	Iteration 262Q: 3 clusters Score -2.564583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111651 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -25645828.000000 Penalty: 6002.990723
	Iteration 263F: 3 clusters Score -2.564583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 24039 members 
Mstep: Class 4 contains 158246 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 68726 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91014 members 
Mstep: Class 13 contains 111651 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107760 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
Score: -147040672.000000 Penalty: 72245.875000
Splitting cluster 13 changes total score from -147041056.000000 to -147040672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (158875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158875 members 
Entering Unmasked Estep 
Score: -22308058.000000 Penalty: 2970.016602
	Iteration 0F: 2 clusters Score -2.230806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -22204046.000000 Penalty: 5940.033203
	Iteration 0F: 3 clusters Score -2.220405e+07 nChanged 75916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -22248254.000000 Penalty: 5940.033203
	Iteration 1F: 3 clusters Score -2.224825e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -22249350.000000 Penalty: 5940.033203
	Iteration 2Q: 3 clusters Score -2.224935e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77459 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -22250398.000000 Penalty: 5940.033203
	Iteration 3Q: 3 clusters Score -2.22504e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -22251884.000000 Penalty: 5940.033203
	Iteration 4Q: 3 clusters Score -2.225188e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
Score: -22253760.000000 Penalty: 5940.033203
	Iteration 5Q: 3 clusters Score -2.225376e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -22256408.000000 Penalty: 5940.033203
	Iteration 6Q: 3 clusters Score -2.225641e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -22260180.000000 Penalty: 5940.033203
	Iteration 7Q: 3 clusters Score -2.226018e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 89606 members 
Entering Unmasked Estep 
Score: -22265068.000000 Penalty: 5940.033203
	Iteration 8F: 3 clusters Score -2.226507e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -22271286.000000 Penalty: 5940.033203
	Iteration 9F: 3 clusters Score -2.227129e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
Score: -22277890.000000 Penalty: 5940.033203
	Iteration 10F: 3 clusters Score -2.227789e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -22282086.000000 Penalty: 5940.033203
	Iteration 11F: 3 clusters Score -2.228209e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -22283814.000000 Penalty: 5940.033203
	Iteration 12Q: 3 clusters Score -2.228381e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -22284560.000000 Penalty: 5940.033203
	Iteration 13Q: 3 clusters Score -2.228456e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 99835 members 
Entering Unmasked Estep 
Score: -22284940.000000 Penalty: 5940.033203
	Iteration 14Q: 3 clusters Score -2.228494e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -22285290.000000 Penalty: 5940.033203
	Iteration 15Q: 3 clusters Score -2.228529e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 102597 members 
Entering Unmasked Estep 
Score: -22285582.000000 Penalty: 5940.033203
	Iteration 16Q: 3 clusters Score -2.228558e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -22285804.000000 Penalty: 5940.033203
	Iteration 17Q: 3 clusters Score -2.22858e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 105518 members 
Entering Unmasked Estep 
Score: -22286050.000000 Penalty: 5940.033203
	Iteration 18Q: 3 clusters Score -2.228605e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 107023 members 
Entering Unmasked Estep 
Score: -22286296.000000 Penalty: 5940.033203
	Iteration 19Q: 3 clusters Score -2.22863e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 108603 members 
Entering Unmasked Estep 
Score: -22286660.000000 Penalty: 5940.033203
	Iteration 20F: 3 clusters Score -2.228666e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 110251 members 
Entering Unmasked Estep 
Score: -22287006.000000 Penalty: 5940.033203
	Iteration 21Q: 3 clusters Score -2.228701e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -22287508.000000 Penalty: 5940.033203
	Iteration 22Q: 3 clusters Score -2.228751e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 113802 members 
Entering Unmasked Estep 
Score: -22287906.000000 Penalty: 5940.033203
	Iteration 23Q: 3 clusters Score -2.228791e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 115716 members 
Entering Unmasked Estep 
Score: -22288434.000000 Penalty: 5940.033203
	Iteration 24Q: 3 clusters Score -2.228843e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 117689 members 
Entering Unmasked Estep 
Score: -22288942.000000 Penalty: 5940.033203
	Iteration 25Q: 3 clusters Score -2.228894e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 119759 members 
Entering Unmasked Estep 
Score: -22289438.000000 Penalty: 5940.033203
	Iteration 26Q: 3 clusters Score -2.228944e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 121955 members 
Entering Unmasked Estep 
Score: -22290016.000000 Penalty: 5940.033203
	Iteration 27Q: 3 clusters Score -2.229002e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
Score: -22290830.000000 Penalty: 5940.033203
	Iteration 28Q: 3 clusters Score -2.229083e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 126665 members 
Entering Unmasked Estep 
Score: -22291534.000000 Penalty: 5940.033203
	Iteration 29Q: 3 clusters Score -2.229153e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 129136 members 
Entering Unmasked Estep 
Score: -22292422.000000 Penalty: 5940.033203
	Iteration 30Q: 3 clusters Score -2.229242e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 131661 members 
Entering Unmasked Estep 
Score: -22293298.000000 Penalty: 5940.033203
	Iteration 31Q: 3 clusters Score -2.22933e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 134197 members 
Entering Unmasked Estep 
Score: -22294220.000000 Penalty: 5940.033203
	Iteration 32Q: 3 clusters Score -2.229422e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 136655 members 
Entering Unmasked Estep 
Score: -22295336.000000 Penalty: 5940.033203
	Iteration 33Q: 3 clusters Score -2.229534e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 139169 members 
Entering Unmasked Estep 
Score: -22296566.000000 Penalty: 5940.033203
	Iteration 34Q: 3 clusters Score -2.229657e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 141760 members 
Entering Unmasked Estep 
Score: -22297714.000000 Penalty: 5940.033203
	Iteration 35Q: 3 clusters Score -2.229771e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 144223 members 
Entering Unmasked Estep 
Score: -22299028.000000 Penalty: 5940.033203
	Iteration 36Q: 3 clusters Score -2.229903e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 146500 members 
Entering Unmasked Estep 
Score: -22300144.000000 Penalty: 5940.033203
	Iteration 37Q: 3 clusters Score -2.230014e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 148653 members 
Entering Unmasked Estep 
Score: -22301504.000000 Penalty: 5940.033203
	Iteration 38Q: 3 clusters Score -2.23015e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 150573 members 
Entering Unmasked Estep 
Score: -22302588.000000 Penalty: 5940.033203
	Iteration 39Q: 3 clusters Score -2.230259e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 152186 members 
Entering Unmasked Estep 
Score: -22303354.000000 Penalty: 5940.033203
	Iteration 40F: 3 clusters Score -2.230335e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 153529 members 
Entering Unmasked Estep 
Score: -22304066.000000 Penalty: 5940.033203
	Iteration 41Q: 3 clusters Score -2.230407e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 154549 members 
Entering Unmasked Estep 
Score: -22304450.000000 Penalty: 5940.033203
	Iteration 42Q: 3 clusters Score -2.230445e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 155332 members 
Entering Unmasked Estep 
Score: -22304802.000000 Penalty: 5940.033203
	Iteration 43Q: 3 clusters Score -2.23048e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 155907 members 
Entering Unmasked Estep 
Score: -22305068.000000 Penalty: 5940.033203
	Iteration 44Q: 3 clusters Score -2.230507e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 156330 members 
Entering Unmasked Estep 
Score: -22305254.000000 Penalty: 5940.033203
	Iteration 45Q: 3 clusters Score -2.230525e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 156675 members 
Entering Unmasked Estep 
Score: -22305428.000000 Penalty: 5940.033203
	Iteration 46Q: 3 clusters Score -2.230543e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 156922 members 
Entering Unmasked Estep 
Score: -22305580.000000 Penalty: 5940.033203
	Iteration 47Q: 3 clusters Score -2.230558e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 157112 members 
Entering Unmasked Estep 
Score: -22305592.000000 Penalty: 5940.033203
	Iteration 48Q: 3 clusters Score -2.230559e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 157229 members 
Entering Unmasked Estep 
Score: -22305608.000000 Penalty: 5940.033203
	Iteration 49Q: 3 clusters Score -2.230561e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 157327 members 
Entering Unmasked Estep 
Score: -22305618.000000 Penalty: 5940.033203
	Iteration 50Q: 3 clusters Score -2.230562e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 157403 members 
Entering Unmasked Estep 
Score: -22305618.000000 Penalty: 5940.033203
	Iteration 51Q: 3 clusters Score -2.230562e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 157460 members 
Entering Unmasked Estep 
Score: -22305630.000000 Penalty: 5940.033203
	Iteration 52Q: 3 clusters Score -2.230563e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 157506 members 
Entering Unmasked Estep 
Score: -22305628.000000 Penalty: 5940.033203
	Iteration 53Q: 3 clusters Score -2.230563e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 157536 members 
Entering Unmasked Estep 
Score: -22305640.000000 Penalty: 5940.033203
	Iteration 54Q: 3 clusters Score -2.230564e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 157564 members 
Entering Unmasked Estep 
Score: -22305638.000000 Penalty: 5940.033203
	Iteration 55Q: 3 clusters Score -2.230564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 157593 members 
Entering Unmasked Estep 
Score: -22305650.000000 Penalty: 5940.033203
	Iteration 56Q: 3 clusters Score -2.230565e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 157621 members 
Entering Unmasked Estep 
Score: -22305656.000000 Penalty: 5940.033203
	Iteration 57Q: 3 clusters Score -2.230566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 157638 members 
Entering Unmasked Estep 
Score: -22305654.000000 Penalty: 5940.033203
	Iteration 58Q: 3 clusters Score -2.230565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 157658 members 
Entering Unmasked Estep 
Score: -22305678.000000 Penalty: 5940.033203
	Iteration 59Q: 3 clusters Score -2.230568e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 157686 members 
Entering Unmasked Estep 
Score: -22305684.000000 Penalty: 5940.033203
	Iteration 60F: 3 clusters Score -2.230568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 157708 members 
Entering Unmasked Estep 
Score: -22305722.000000 Penalty: 5940.033203
	Iteration 61Q: 3 clusters Score -2.230572e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 157721 members 
Entering Unmasked Estep 
Score: -22305718.000000 Penalty: 5940.033203
	Iteration 62Q: 3 clusters Score -2.230572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 157734 members 
Entering Unmasked Estep 
Score: -22305714.000000 Penalty: 5940.033203
	Iteration 63Q: 3 clusters Score -2.230571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -22305720.000000 Penalty: 5940.033203
	Iteration 64Q: 3 clusters Score -2.230572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 157748 members 
Entering Unmasked Estep 
Score: -22305744.000000 Penalty: 5940.033203
	Iteration 65Q: 3 clusters Score -2.230574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 157749 members 
Entering Unmasked Estep 
Score: -22305734.000000 Penalty: 5940.033203
	Iteration 66Q: 3 clusters Score -2.230573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 157757 members 
Entering Unmasked Estep 
Score: -22305732.000000 Penalty: 5940.033203
	Iteration 67Q: 3 clusters Score -2.230573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 157768 members 
Entering Unmasked Estep 
Score: -22305712.000000 Penalty: 5940.033203
	Iteration 68Q: 3 clusters Score -2.230571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 157777 members 
Entering Unmasked Estep 
Score: -22305728.000000 Penalty: 5940.033203
	Iteration 69Q: 3 clusters Score -2.230573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 157786 members 
Entering Unmasked Estep 
Score: -22305742.000000 Penalty: 5940.033203
	Iteration 70Q: 3 clusters Score -2.230574e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 157799 members 
Entering Unmasked Estep 
Score: -22305748.000000 Penalty: 5940.033203
	Iteration 71Q: 3 clusters Score -2.230575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 157809 members 
Entering Unmasked Estep 
Score: -22305750.000000 Penalty: 5940.033203
	Iteration 72Q: 3 clusters Score -2.230575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 157811 members 
Entering Unmasked Estep 
Score: -22305742.000000 Penalty: 5940.033203
	Iteration 73Q: 3 clusters Score -2.230574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 157815 members 
Entering Unmasked Estep 
Score: -22305742.000000 Penalty: 5940.033203
	Iteration 74Q: 3 clusters Score -2.230574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 157820 members 
Entering Unmasked Estep 
Score: -22305756.000000 Penalty: 5940.033203
	Iteration 75Q: 3 clusters Score -2.230576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 157821 members 
Entering Unmasked Estep 
Score: -22305748.000000 Penalty: 5940.033203
	Iteration 76Q: 3 clusters Score -2.230575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 157825 members 
Entering Unmasked Estep 
Score: -22305740.000000 Penalty: 5940.033203
	Iteration 77Q: 3 clusters Score -2.230574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 157829 members 
Entering Unmasked Estep 
Score: -22305744.000000 Penalty: 5940.033203
	Iteration 78Q: 3 clusters Score -2.230574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 157831 members 
Entering Unmasked Estep 
Score: -22305744.000000 Penalty: 5940.033203
	Iteration 79Q: 3 clusters Score -2.230574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 157832 members 
Entering Unmasked Estep 
Score: -22305752.000000 Penalty: 5940.033203
	Iteration 80F: 3 clusters Score -2.230575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 157837 members 
Entering Unmasked Estep 
Score: -22305754.000000 Penalty: 5940.033203
	Iteration 81Q: 3 clusters Score -2.230575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 157845 members 
Entering Unmasked Estep 
Score: -22305770.000000 Penalty: 5940.033203
	Iteration 82Q: 3 clusters Score -2.230577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 157852 members 
Entering Unmasked Estep 
Score: -22305782.000000 Penalty: 5940.033203
	Iteration 83Q: 3 clusters Score -2.230578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 157859 members 
Entering Unmasked Estep 
Score: -22305786.000000 Penalty: 5940.033203
	Iteration 84Q: 3 clusters Score -2.230579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 157862 members 
Entering Unmasked Estep 
Score: -22305804.000000 Penalty: 5940.033203
	Iteration 85Q: 3 clusters Score -2.23058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 157870 members 
Entering Unmasked Estep 
Score: -22305798.000000 Penalty: 5940.033203
	Iteration 86Q: 3 clusters Score -2.23058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 157873 members 
Entering Unmasked Estep 
Score: -22305814.000000 Penalty: 5940.033203
	Iteration 87Q: 3 clusters Score -2.230581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 157876 members 
Entering Unmasked Estep 
Score: -22305804.000000 Penalty: 5940.033203
	Iteration 88Q: 3 clusters Score -2.23058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 157882 members 
Entering Unmasked Estep 
Score: -22305800.000000 Penalty: 5940.033203
	Iteration 89Q: 3 clusters Score -2.23058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 157889 members 
Entering Unmasked Estep 
Score: -22305810.000000 Penalty: 5940.033203
	Iteration 90Q: 3 clusters Score -2.230581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 157892 members 
Entering Unmasked Estep 
Score: -22305800.000000 Penalty: 5940.033203
	Iteration 91Q: 3 clusters Score -2.23058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 157891 members 
Entering Unmasked Estep 
Score: -22305818.000000 Penalty: 5940.033203
	Iteration 92Q: 3 clusters Score -2.230582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 157888 members 
Entering Unmasked Estep 
Score: -22305820.000000 Penalty: 5940.033203
	Iteration 93Q: 3 clusters Score -2.230582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 157890 members 
Entering Unmasked Estep 
Score: -22305806.000000 Penalty: 5940.033203
	Iteration 94Q: 3 clusters Score -2.230581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 157891 members 
Entering Unmasked Estep 
Score: -22305810.000000 Penalty: 5940.033203
	Iteration 95Q: 3 clusters Score -2.230581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 157892 members 
Entering Unmasked Estep 
Score: -22305812.000000 Penalty: 5940.033203
	Iteration 96Q: 3 clusters Score -2.230581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 157894 members 
Entering Unmasked Estep 
Score: -22305800.000000 Penalty: 5940.033203
	Iteration 97Q: 3 clusters Score -2.23058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 157895 members 
Entering Unmasked Estep 
Score: -22305798.000000 Penalty: 5940.033203
	Iteration 98Q: 3 clusters Score -2.23058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 157895 members 
Entering Unmasked Estep 
Score: -22305790.000000 Penalty: 5940.033203
	Iteration 99Q: 3 clusters Score -2.230579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 157898 members 
Entering Unmasked Estep 
Score: -22305808.000000 Penalty: 5940.033203
	Iteration 100F: 3 clusters Score -2.230581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 157901 members 
Entering Unmasked Estep 
Score: -22305788.000000 Penalty: 5940.033203
	Iteration 101Q: 3 clusters Score -2.230579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 157905 members 
Entering Unmasked Estep 
Score: -22305794.000000 Penalty: 5940.033203
	Iteration 102Q: 3 clusters Score -2.230579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 157907 members 
Entering Unmasked Estep 
Score: -22305802.000000 Penalty: 5940.033203
	Iteration 103Q: 3 clusters Score -2.23058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 157909 members 
Entering Unmasked Estep 
Score: -22305790.000000 Penalty: 5940.033203
	Iteration 104Q: 3 clusters Score -2.230579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 157912 members 
Entering Unmasked Estep 
Score: -22305788.000000 Penalty: 5940.033203
	Iteration 105Q: 3 clusters Score -2.230579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 157913 members 
Entering Unmasked Estep 
Score: -22305784.000000 Penalty: 5940.033203
	Iteration 106Q: 3 clusters Score -2.230578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 157912 members 
Entering Unmasked Estep 
Score: -22305796.000000 Penalty: 5940.033203
	Iteration 107Q: 3 clusters Score -2.23058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 157910 members 
Entering Unmasked Estep 
Score: -22305794.000000 Penalty: 5940.033203
	Iteration 108Q: 3 clusters Score -2.230579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 157912 members 
Entering Unmasked Estep 
Score: -22305814.000000 Penalty: 5940.033203
	Iteration 109Q: 3 clusters Score -2.230581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 157914 members 
Entering Unmasked Estep 
Score: -22305812.000000 Penalty: 5940.033203
	Iteration 110Q: 3 clusters Score -2.230581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 157914 members 
Entering Unmasked Estep 
Score: -22305812.000000 Penalty: 5940.033203
	Iteration 111F: 3 clusters Score -2.230581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Entering Unmasked Estep 
Score: -15301380.000000 Penalty: 2873.740234
	Iteration 0F: 2 clusters Score -1.530138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -15229879.000000 Penalty: 5747.480469
	Iteration 0F: 3 clusters Score -1.522988e+07 nChanged 51013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -15259081.000000 Penalty: 5747.480469
	Iteration 1F: 3 clusters Score -1.525908e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -15259818.000000 Penalty: 5747.480469
	Iteration 2Q: 3 clusters Score -1.525982e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -15260761.000000 Penalty: 5747.480469
	Iteration 3Q: 3 clusters Score -1.526076e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -15262272.000000 Penalty: 5747.480469
	Iteration 4Q: 3 clusters Score -1.526227e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -15264778.000000 Penalty: 5747.480469
	Iteration 5F: 3 clusters Score -1.526478e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -15269266.000000 Penalty: 5747.480469
	Iteration 6F: 3 clusters Score -1.526927e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -15276080.000000 Penalty: 5747.480469
	Iteration 7F: 3 clusters Score -1.527608e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -15284532.000000 Penalty: 5747.480469
	Iteration 8F: 3 clusters Score -1.528453e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 99467 members 
Entering Unmasked Estep 
Score: -15292167.000000 Penalty: 5747.480469
	Iteration 9F: 3 clusters Score -1.529217e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 103848 members 
Entering Unmasked Estep 
Score: -15296308.000000 Penalty: 5747.480469
	Iteration 10Q: 3 clusters Score -1.529631e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -15297965.000000 Penalty: 5747.480469
	Iteration 11Q: 3 clusters Score -1.529796e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 106582 members 
Entering Unmasked Estep 
Score: -15298557.000000 Penalty: 5747.480469
	Iteration 12Q: 3 clusters Score -1.529856e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 106868 members 
Entering Unmasked Estep 
Score: -15298743.000000 Penalty: 5747.480469
	Iteration 13Q: 3 clusters Score -1.529874e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 107015 members 
Entering Unmasked Estep 
Score: -15298854.000000 Penalty: 5747.480469
	Iteration 14Q: 3 clusters Score -1.529885e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 107095 members 
Entering Unmasked Estep 
Score: -15298920.000000 Penalty: 5747.480469
	Iteration 15Q: 3 clusters Score -1.529892e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 107151 members 
Entering Unmasked Estep 
Score: -15298962.000000 Penalty: 5747.480469
	Iteration 16Q: 3 clusters Score -1.529896e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 107180 members 
Entering Unmasked Estep 
Score: -15298985.000000 Penalty: 5747.480469
	Iteration 17Q: 3 clusters Score -1.529898e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 107202 members 
Entering Unmasked Estep 
Score: -15298989.000000 Penalty: 5747.480469
	Iteration 18Q: 3 clusters Score -1.529899e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -15298999.000000 Penalty: 5747.480469
	Iteration 19Q: 3 clusters Score -1.5299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 107220 members 
Entering Unmasked Estep 
Score: -15299015.000000 Penalty: 5747.480469
	Iteration 20F: 3 clusters Score -1.529902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 107229 members 
Entering Unmasked Estep 
Score: -15299030.000000 Penalty: 5747.480469
	Iteration 21Q: 3 clusters Score -1.529903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -15299037.000000 Penalty: 5747.480469
	Iteration 22Q: 3 clusters Score -1.529904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -15299040.000000 Penalty: 5747.480469
	Iteration 23Q: 3 clusters Score -1.529904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 107245 members 
Entering Unmasked Estep 
Score: -15299036.000000 Penalty: 5747.480469
	Iteration 24Q: 3 clusters Score -1.529904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 107248 members 
Entering Unmasked Estep 
Score: -15299055.000000 Penalty: 5747.480469
	Iteration 25Q: 3 clusters Score -1.529906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -15299053.000000 Penalty: 5747.480469
	Iteration 26Q: 3 clusters Score -1.529905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 107255 members 
Entering Unmasked Estep 
Score: -15299073.000000 Penalty: 5747.480469
	Iteration 27Q: 3 clusters Score -1.529907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 107254 members 
Entering Unmasked Estep 
Score: -15299066.000000 Penalty: 5747.480469
	Iteration 28Q: 3 clusters Score -1.529907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -15299078.000000 Penalty: 5747.480469
	Iteration 29Q: 3 clusters Score -1.529908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -15299085.000000 Penalty: 5747.480469
	Iteration 30Q: 3 clusters Score -1.529908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 107254 members 
Entering Unmasked Estep 
Score: -15299086.000000 Penalty: 5747.480469
	Iteration 31Q: 3 clusters Score -1.529909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -15299080.000000 Penalty: 5747.480469
	Iteration 32Q: 3 clusters Score -1.529908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -15299091.000000 Penalty: 5747.480469
	Iteration 33Q: 3 clusters Score -1.529909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 107255 members 
Entering Unmasked Estep 
Score: -15299081.000000 Penalty: 5747.480469
	Iteration 34Q: 3 clusters Score -1.529908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -15299095.000000 Penalty: 5747.480469
	Iteration 35Q: 3 clusters Score -1.52991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 107257 members 
Entering Unmasked Estep 
Score: -15299085.000000 Penalty: 5747.480469
	Iteration 36Q: 3 clusters Score -1.529908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 107258 members 
Entering Unmasked Estep 
Score: -15299088.000000 Penalty: 5747.480469
	Iteration 37Q: 3 clusters Score -1.529909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 107258 members 
Entering Unmasked Estep 
Score: -15299088.000000 Penalty: 5747.480469
	Iteration 38F: 3 clusters Score -1.529909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Entering Unmasked Estep 
Score: -1403926.750000 Penalty: 2283.568359
	Iteration 0F: 2 clusters Score -1403927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1396258.000000 Penalty: 4567.136719
	Iteration 0F: 3 clusters Score -1396258 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1398444.250000 Penalty: 4567.136719
	Iteration 1F: 3 clusters Score -1398444 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1398728.500000 Penalty: 4567.136719
	Iteration 2F: 3 clusters Score -1398728 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1398918.500000 Penalty: 4567.136719
	Iteration 3F: 3 clusters Score -1398918 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1399071.000000 Penalty: 4567.136719
	Iteration 4Q: 3 clusters Score -1399071 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1399204.875000 Penalty: 4567.136719
	Iteration 5Q: 3 clusters Score -1399205 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1399337.000000 Penalty: 4567.136719
	Iteration 6Q: 3 clusters Score -1399337 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1399451.250000 Penalty: 4567.136719
	Iteration 7Q: 3 clusters Score -1399451 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1399570.250000 Penalty: 4567.136719
	Iteration 8Q: 3 clusters Score -1399570 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1399703.500000 Penalty: 4567.136719
	Iteration 9Q: 3 clusters Score -1399704 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1399837.000000 Penalty: 4567.136719
	Iteration 10Q: 3 clusters Score -1399837 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1399986.750000 Penalty: 4567.136719
	Iteration 11Q: 3 clusters Score -1399987 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1400218.750000 Penalty: 4567.136719
	Iteration 12Q: 3 clusters Score -1400219 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1400512.875000 Penalty: 4567.136719
	Iteration 13Q: 3 clusters Score -1400513 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1400885.125000 Penalty: 4567.136719
	Iteration 14Q: 3 clusters Score -1400885 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1401315.875000 Penalty: 4567.136719
	Iteration 15Q: 3 clusters Score -1401316 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1401672.125000 Penalty: 4567.136719
	Iteration 16Q: 3 clusters Score -1401672 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1401904.750000 Penalty: 4567.136719
	Iteration 17Q: 3 clusters Score -1401905 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1402061.500000 Penalty: 4567.136719
	Iteration 18Q: 3 clusters Score -1402062 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1402168.250000 Penalty: 4567.136719
	Iteration 19Q: 3 clusters Score -1402168 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1402257.875000 Penalty: 4567.136719
	Iteration 20F: 3 clusters Score -1402258 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1402337.250000 Penalty: 4567.136719
	Iteration 21Q: 3 clusters Score -1402337 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1402416.125000 Penalty: 4567.136719
	Iteration 22Q: 3 clusters Score -1402416 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1402484.250000 Penalty: 4567.136719
	Iteration 23Q: 3 clusters Score -1402484 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1402535.125000 Penalty: 4567.136719
	Iteration 24Q: 3 clusters Score -1402535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1402562.750000 Penalty: 4567.136719
	Iteration 25Q: 3 clusters Score -1402563 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1402587.875000 Penalty: 4567.136719
	Iteration 26Q: 3 clusters Score -1402588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1402613.125000 Penalty: 4567.136719
	Iteration 27Q: 3 clusters Score -1402613 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1402617.250000 Penalty: 4567.136719
	Iteration 28Q: 3 clusters Score -1402617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1402630.500000 Penalty: 4567.136719
	Iteration 29Q: 3 clusters Score -1402630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1402631.125000 Penalty: 4567.136719
	Iteration 30Q: 3 clusters Score -1402631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1402630.125000 Penalty: 4567.136719
	Iteration 31Q: 3 clusters Score -1402630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1402632.000000 Penalty: 4567.136719
	Iteration 32Q: 3 clusters Score -1402632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1402631.875000 Penalty: 4567.136719
	Iteration 33Q: 3 clusters Score -1402632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1402630.125000 Penalty: 4567.136719
	Iteration 34Q: 3 clusters Score -1402630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1402631.500000 Penalty: 4567.136719
	Iteration 35Q: 3 clusters Score -1402632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1402632.000000 Penalty: 4567.136719
	Iteration 36Q: 3 clusters Score -1402632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1402633.500000 Penalty: 4567.136719
	Iteration 37Q: 3 clusters Score -1402634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1402633.250000 Penalty: 4567.136719
	Iteration 38Q: 3 clusters Score -1402633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1402633.250000 Penalty: 4567.136719
	Iteration 39F: 3 clusters Score -1402633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -102591.257812 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -102591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -100871.632812 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -100871.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -101416.710938 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -101416.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101601.234375 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -101601.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101706.046875 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -101706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101781.359375 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -101781.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101872.750000 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -101872.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -102016.476562 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -102016.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -102213.382812 Penalty: 3347.384766
	Iteration 7F: 3 clusters Score -102213.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -102392.578125 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -102392.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -102567.875000 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -102567.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -102675.078125 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -102675.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -102959.500000 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -102959.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -103235.421875 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -103235.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -103391.445312 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -103391.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -103455.039062 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -103455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -103481.570312 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -103481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -103495.804688 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -103495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -103502.414062 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -103502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -103512.906250 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -103512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -103520.812500 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -103520.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -103523.562500 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -103523.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -103528.375000 Penalty: 3347.384766
	Iteration 21Q: 3 clusters Score -103528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -103530.890625 Penalty: 3347.384766
	Iteration 22Q: 3 clusters Score -103530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -103530.890625 Penalty: 3347.384766
	Iteration 23F: 3 clusters Score -103530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 24039 members 
Mstep: Class 4 contains 158246 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 204 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91014 members 
Mstep: Class 13 contains 180377 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107760 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 649 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
Score: -147040176.000000 Penalty: 72245.875000
Splitting cluster 19 changes total score from -147041056.000000 to -147040176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (83797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Entering Unmasked Estep 
Score: -11921233.000000 Penalty: 2811.365723
	Iteration 0F: 2 clusters Score -1.192123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -11865226.000000 Penalty: 5622.731445
	Iteration 0F: 3 clusters Score -1.186523e+07 nChanged 39257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -11887573.000000 Penalty: 5622.731445
	Iteration 1F: 3 clusters Score -1.188757e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -11888596.000000 Penalty: 5622.731445
	Iteration 2Q: 3 clusters Score -1.18886e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -11890235.000000 Penalty: 5622.731445
	Iteration 3Q: 3 clusters Score -1.189024e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -11893087.000000 Penalty: 5622.731445
	Iteration 4F: 3 clusters Score -1.189309e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -11897879.000000 Penalty: 5622.731445
	Iteration 5F: 3 clusters Score -1.189788e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -11904128.000000 Penalty: 5622.731445
	Iteration 6F: 3 clusters Score -1.190413e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -11910062.000000 Penalty: 5622.731445
	Iteration 7F: 3 clusters Score -1.191006e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -11913953.000000 Penalty: 5622.731445
	Iteration 8F: 3 clusters Score -1.191395e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -11916065.000000 Penalty: 5622.731445
	Iteration 9Q: 3 clusters Score -1.191606e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 80061 members 
Entering Unmasked Estep 
Score: -11917181.000000 Penalty: 5622.731445
	Iteration 10Q: 3 clusters Score -1.191718e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -11917789.000000 Penalty: 5622.731445
	Iteration 11Q: 3 clusters Score -1.191779e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -11918058.000000 Penalty: 5622.731445
	Iteration 12Q: 3 clusters Score -1.191806e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -11918286.000000 Penalty: 5622.731445
	Iteration 13Q: 3 clusters Score -1.191829e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -11918503.000000 Penalty: 5622.731445
	Iteration 14Q: 3 clusters Score -1.19185e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -11918664.000000 Penalty: 5622.731445
	Iteration 15Q: 3 clusters Score -1.191866e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 82165 members 
Entering Unmasked Estep 
Score: -11918813.000000 Penalty: 5622.731445
	Iteration 16Q: 3 clusters Score -1.191881e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 82243 members 
Entering Unmasked Estep 
Score: -11918880.000000 Penalty: 5622.731445
	Iteration 17Q: 3 clusters Score -1.191888e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -11918944.000000 Penalty: 5622.731445
	Iteration 18Q: 3 clusters Score -1.191894e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -11919004.000000 Penalty: 5622.731445
	Iteration 19Q: 3 clusters Score -1.1919e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -11919032.000000 Penalty: 5622.731445
	Iteration 20F: 3 clusters Score -1.191903e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 82408 members 
Entering Unmasked Estep 
Score: -11919056.000000 Penalty: 5622.731445
	Iteration 21Q: 3 clusters Score -1.191906e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -11919076.000000 Penalty: 5622.731445
	Iteration 22Q: 3 clusters Score -1.191908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -11919102.000000 Penalty: 5622.731445
	Iteration 23Q: 3 clusters Score -1.19191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
Score: -11919094.000000 Penalty: 5622.731445
	Iteration 24Q: 3 clusters Score -1.191909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -11919119.000000 Penalty: 5622.731445
	Iteration 25Q: 3 clusters Score -1.191912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 82465 members 
Entering Unmasked Estep 
Score: -11919107.000000 Penalty: 5622.731445
	Iteration 26Q: 3 clusters Score -1.191911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -11919132.000000 Penalty: 5622.731445
	Iteration 27Q: 3 clusters Score -1.191913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -11919141.000000 Penalty: 5622.731445
	Iteration 28Q: 3 clusters Score -1.191914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -11919145.000000 Penalty: 5622.731445
	Iteration 29Q: 3 clusters Score -1.191914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -11919148.000000 Penalty: 5622.731445
	Iteration 30Q: 3 clusters Score -1.191915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -11919147.000000 Penalty: 5622.731445
	Iteration 31Q: 3 clusters Score -1.191915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -11919146.000000 Penalty: 5622.731445
	Iteration 32Q: 3 clusters Score -1.191915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -11919150.000000 Penalty: 5622.731445
	Iteration 33Q: 3 clusters Score -1.191915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 82486 members 
Entering Unmasked Estep 
Score: -11919151.000000 Penalty: 5622.731445
	Iteration 34Q: 3 clusters Score -1.191915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -11919153.000000 Penalty: 5622.731445
	Iteration 35Q: 3 clusters Score -1.191915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -11919166.000000 Penalty: 5622.731445
	Iteration 36Q: 3 clusters Score -1.191917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -11919162.000000 Penalty: 5622.731445
	Iteration 37Q: 3 clusters Score -1.191916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -11919155.000000 Penalty: 5622.731445
	Iteration 38Q: 3 clusters Score -1.191916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -11919167.000000 Penalty: 5622.731445
	Iteration 39Q: 3 clusters Score -1.191917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -11919157.000000 Penalty: 5622.731445
	Iteration 40F: 3 clusters Score -1.191916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -11919162.000000 Penalty: 5622.731445
	Iteration 41Q: 3 clusters Score -1.191916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -11919153.000000 Penalty: 5622.731445
	Iteration 42Q: 3 clusters Score -1.191915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -11919163.000000 Penalty: 5622.731445
	Iteration 43Q: 3 clusters Score -1.191916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -11919157.000000 Penalty: 5622.731445
	Iteration 44Q: 3 clusters Score -1.191916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 82528 members 
Entering Unmasked Estep 
Score: -11919166.000000 Penalty: 5622.731445
	Iteration 45Q: 3 clusters Score -1.191917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 82528 members 
Entering Unmasked Estep 
Score: -11919163.000000 Penalty: 5622.731445
	Iteration 46Q: 3 clusters Score -1.191916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -11919168.000000 Penalty: 5622.731445
	Iteration 47Q: 3 clusters Score -1.191917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -11919178.000000 Penalty: 5622.731445
	Iteration 48Q: 3 clusters Score -1.191918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -11919167.000000 Penalty: 5622.731445
	Iteration 49Q: 3 clusters Score -1.191917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -11919176.000000 Penalty: 5622.731445
	Iteration 50Q: 3 clusters Score -1.191918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -11919181.000000 Penalty: 5622.731445
	Iteration 51Q: 3 clusters Score -1.191918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -11919184.000000 Penalty: 5622.731445
	Iteration 52Q: 3 clusters Score -1.191918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -11919184.000000 Penalty: 5622.731445
	Iteration 53Q: 3 clusters Score -1.191918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -11919196.000000 Penalty: 5622.731445
	Iteration 54Q: 3 clusters Score -1.19192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -11919187.000000 Penalty: 5622.731445
	Iteration 55Q: 3 clusters Score -1.191919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -11919190.000000 Penalty: 5622.731445
	Iteration 56Q: 3 clusters Score -1.191919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -11919189.000000 Penalty: 5622.731445
	Iteration 57Q: 3 clusters Score -1.191919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -11919188.000000 Penalty: 5622.731445
	Iteration 58Q: 3 clusters Score -1.191919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -11919182.000000 Penalty: 5622.731445
	Iteration 59Q: 3 clusters Score -1.191918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -11919182.000000 Penalty: 5622.731445
	Iteration 60F: 3 clusters Score -1.191918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Entering Unmasked Estep 
Score: -299347.437500 Penalty: 1911.239990
	Iteration 0F: 2 clusters Score -299347.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -296578.562500 Penalty: 3822.479980
	Iteration 0F: 3 clusters Score -296578.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -297139.343750 Penalty: 3822.479980
	Iteration 1F: 3 clusters Score -297139.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -297270.625000 Penalty: 3822.479980
	Iteration 2F: 3 clusters Score -297270.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -297333.906250 Penalty: 3822.479980
	Iteration 3Q: 3 clusters Score -297333.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297366.125000 Penalty: 3822.479980
	Iteration 4Q: 3 clusters Score -297366.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297387.562500 Penalty: 3822.479980
	Iteration 5Q: 3 clusters Score -297387.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297403.562500 Penalty: 3822.479980
	Iteration 6Q: 3 clusters Score -297403.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297422.125000 Penalty: 3822.479980
	Iteration 7Q: 3 clusters Score -297422.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -297440.437500 Penalty: 3822.479980
	Iteration 8Q: 3 clusters Score -297440.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297454.375000 Penalty: 3822.479980
	Iteration 9Q: 3 clusters Score -297454.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -297469.875000 Penalty: 3822.479980
	Iteration 10Q: 3 clusters Score -297469.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -297480.437500 Penalty: 3822.479980
	Iteration 11Q: 3 clusters Score -297480.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -297489.500000 Penalty: 3822.479980
	Iteration 12Q: 3 clusters Score -297489.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -297498.500000 Penalty: 3822.479980
	Iteration 13Q: 3 clusters Score -297498.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -297504.718750 Penalty: 3822.479980
	Iteration 14Q: 3 clusters Score -297504.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -297508.656250 Penalty: 3822.479980
	Iteration 15Q: 3 clusters Score -297508.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -297513.343750 Penalty: 3822.479980
	Iteration 16Q: 3 clusters Score -297513.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -297519.843750 Penalty: 3822.479980
	Iteration 17Q: 3 clusters Score -297519.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -297525.781250 Penalty: 3822.479980
	Iteration 18Q: 3 clusters Score -297525.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -297530.062500 Penalty: 3822.479980
	Iteration 19Q: 3 clusters Score -297530.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -297533.156250 Penalty: 3822.479980
	Iteration 20F: 3 clusters Score -297533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -297536.656250 Penalty: 3822.479980
	Iteration 21Q: 3 clusters Score -297536.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297542.875000 Penalty: 3822.479980
	Iteration 22Q: 3 clusters Score -297542.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297547.781250 Penalty: 3822.479980
	Iteration 23Q: 3 clusters Score -297547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -297551.281250 Penalty: 3822.479980
	Iteration 24Q: 3 clusters Score -297551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297551.875000 Penalty: 3822.479980
	Iteration 25Q: 3 clusters Score -297551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -297551.687500 Penalty: 3822.479980
	Iteration 26Q: 3 clusters Score -297551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -297551.687500 Penalty: 3822.479980
	Iteration 27F: 3 clusters Score -297551.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -57325.082031 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -57325.08 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 220 members 
Entering Unmasked Estep 
Score: -55947.121094 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -55947.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56170.867188 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -56170.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -56283.796875 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -56283.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56324.367188 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -56324.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56333.574219 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -56333.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56340.183594 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -56340.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56344.964844 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -56344.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56348.660156 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -56348.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56350.781250 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -56350.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56350.781250 Penalty: 3025.758301
	Iteration 9F: 3 clusters Score -56350.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (90131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90131 members 
Entering Unmasked Estep 
Score: -12807952.000000 Penalty: 2829.436768
	Iteration 0F: 2 clusters Score -1.280795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -12748072.000000 Penalty: 5658.873535
	Iteration 0F: 3 clusters Score -1.274807e+07 nChanged 42427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -12772184.000000 Penalty: 5658.873535
	Iteration 1F: 3 clusters Score -1.277218e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -12772937.000000 Penalty: 5658.873535
	Iteration 2Q: 3 clusters Score -1.277294e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -12773811.000000 Penalty: 5658.873535
	Iteration 3Q: 3 clusters Score -1.277381e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -12774781.000000 Penalty: 5658.873535
	Iteration 4Q: 3 clusters Score -1.277478e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -12775917.000000 Penalty: 5658.873535
	Iteration 5Q: 3 clusters Score -1.277592e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -12777439.000000 Penalty: 5658.873535
	Iteration 6Q: 3 clusters Score -1.277744e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -12779709.000000 Penalty: 5658.873535
	Iteration 7Q: 3 clusters Score -1.277971e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -12782602.000000 Penalty: 5658.873535
	Iteration 8F: 3 clusters Score -1.27826e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -12785954.000000 Penalty: 5658.873535
	Iteration 9F: 3 clusters Score -1.278595e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -12788916.000000 Penalty: 5658.873535
	Iteration 10F: 3 clusters Score -1.278892e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -12791096.000000 Penalty: 5658.873535
	Iteration 11Q: 3 clusters Score -1.27911e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -12792254.000000 Penalty: 5658.873535
	Iteration 12Q: 3 clusters Score -1.279225e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -12792924.000000 Penalty: 5658.873535
	Iteration 13Q: 3 clusters Score -1.279292e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -12793444.000000 Penalty: 5658.873535
	Iteration 14Q: 3 clusters Score -1.279344e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -12793876.000000 Penalty: 5658.873535
	Iteration 15Q: 3 clusters Score -1.279388e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -12794156.000000 Penalty: 5658.873535
	Iteration 16Q: 3 clusters Score -1.279416e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -12794582.000000 Penalty: 5658.873535
	Iteration 17Q: 3 clusters Score -1.279458e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -12795165.000000 Penalty: 5658.873535
	Iteration 18Q: 3 clusters Score -1.279516e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -12795836.000000 Penalty: 5658.873535
	Iteration 19Q: 3 clusters Score -1.279584e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -12796498.000000 Penalty: 5658.873535
	Iteration 20F: 3 clusters Score -1.27965e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -12797181.000000 Penalty: 5658.873535
	Iteration 21Q: 3 clusters Score -1.279718e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 76797 members 
Entering Unmasked Estep 
Score: -12797969.000000 Penalty: 5658.873535
	Iteration 22Q: 3 clusters Score -1.279797e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -12798994.000000 Penalty: 5658.873535
	Iteration 23Q: 3 clusters Score -1.279899e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -12799879.000000 Penalty: 5658.873535
	Iteration 24Q: 3 clusters Score -1.279988e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 82164 members 
Entering Unmasked Estep 
Score: -12800899.000000 Penalty: 5658.873535
	Iteration 25Q: 3 clusters Score -1.28009e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -12801857.000000 Penalty: 5658.873535
	Iteration 26Q: 3 clusters Score -1.280186e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 85115 members 
Entering Unmasked Estep 
Score: -12802697.000000 Penalty: 5658.873535
	Iteration 27Q: 3 clusters Score -1.28027e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -12803424.000000 Penalty: 5658.873535
	Iteration 28Q: 3 clusters Score -1.280342e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -12804015.000000 Penalty: 5658.873535
	Iteration 29Q: 3 clusters Score -1.280402e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -12804500.000000 Penalty: 5658.873535
	Iteration 30Q: 3 clusters Score -1.28045e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -12804811.000000 Penalty: 5658.873535
	Iteration 31Q: 3 clusters Score -1.280481e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 88819 members 
Entering Unmasked Estep 
Score: -12805029.000000 Penalty: 5658.873535
	Iteration 32Q: 3 clusters Score -1.280503e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -12805185.000000 Penalty: 5658.873535
	Iteration 33Q: 3 clusters Score -1.280518e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 89200 members 
Entering Unmasked Estep 
Score: -12805266.000000 Penalty: 5658.873535
	Iteration 34Q: 3 clusters Score -1.280527e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -12805327.000000 Penalty: 5658.873535
	Iteration 35Q: 3 clusters Score -1.280533e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 89366 members 
Entering Unmasked Estep 
Score: -12805374.000000 Penalty: 5658.873535
	Iteration 36Q: 3 clusters Score -1.280537e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 89410 members 
Entering Unmasked Estep 
Score: -12805389.000000 Penalty: 5658.873535
	Iteration 37Q: 3 clusters Score -1.280539e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -12805413.000000 Penalty: 5658.873535
	Iteration 38Q: 3 clusters Score -1.280541e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 89470 members 
Entering Unmasked Estep 
Score: -12805452.000000 Penalty: 5658.873535
	Iteration 39Q: 3 clusters Score -1.280545e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -12805461.000000 Penalty: 5658.873535
	Iteration 40F: 3 clusters Score -1.280546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -12805485.000000 Penalty: 5658.873535
	Iteration 41Q: 3 clusters Score -1.280548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -12805486.000000 Penalty: 5658.873535
	Iteration 42Q: 3 clusters Score -1.280549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 89532 members 
Entering Unmasked Estep 
Score: -12805499.000000 Penalty: 5658.873535
	Iteration 43Q: 3 clusters Score -1.28055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -12805493.000000 Penalty: 5658.873535
	Iteration 44Q: 3 clusters Score -1.280549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -12805514.000000 Penalty: 5658.873535
	Iteration 45Q: 3 clusters Score -1.280551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -12805520.000000 Penalty: 5658.873535
	Iteration 46Q: 3 clusters Score -1.280552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -12805516.000000 Penalty: 5658.873535
	Iteration 47Q: 3 clusters Score -1.280552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -12805513.000000 Penalty: 5658.873535
	Iteration 48Q: 3 clusters Score -1.280551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -12805509.000000 Penalty: 5658.873535
	Iteration 49Q: 3 clusters Score -1.280551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -12805509.000000 Penalty: 5658.873535
	Iteration 50F: 3 clusters Score -1.280551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 24039 members 
Mstep: Class 4 contains 158246 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57634 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91014 members 
Mstep: Class 13 contains 180377 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107760 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041104.000000 Penalty: 68805.593750
Iteration 359Q: 21 clusters Score -1.470411e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 24038 members 
Mstep: Class 4 contains 158243 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91015 members 
Mstep: Class 13 contains 180377 members 
Mstep: Class 14 contains 158879 members 
Mstep: Class 16 contains 107762 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83798 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041040.000000 Penalty: 68805.593750
Iteration 360F: 21 clusters Score -1.47041e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27203 members 
Mstep: Class 3 contains 24037 members 
Mstep: Class 4 contains 158246 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57632 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91015 members 
Mstep: Class 13 contains 180374 members 
Mstep: Class 14 contains 158882 members 
Mstep: Class 16 contains 107761 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041024.000000 Penalty: 68805.593750
Iteration 361Q: 21 clusters Score -1.47041e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27204 members 
Mstep: Class 3 contains 24036 members 
Mstep: Class 4 contains 158250 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91017 members 
Mstep: Class 13 contains 180370 members 
Mstep: Class 14 contains 158880 members 
Mstep: Class 16 contains 107761 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83796 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041024.000000 Penalty: 68805.593750
Iteration 362Q: 21 clusters Score -1.47041e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27206 members 
Mstep: Class 3 contains 24036 members 
Mstep: Class 4 contains 158253 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91018 members 
Mstep: Class 13 contains 180365 members 
Mstep: Class 14 contains 158881 members 
Mstep: Class 16 contains 107761 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83795 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041056.000000 Penalty: 68805.593750
Iteration 363Q: 21 clusters Score -1.470411e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27208 members 
Mstep: Class 3 contains 24036 members 
Mstep: Class 4 contains 158256 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42234 members 
Mstep: Class 12 contains 91018 members 
Mstep: Class 13 contains 180362 members 
Mstep: Class 14 contains 158878 members 
Mstep: Class 16 contains 107761 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83795 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041072.000000 Penalty: 68805.593750
Iteration 364Q: 21 clusters Score -1.470411e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27209 members 
Mstep: Class 3 contains 24036 members 
Mstep: Class 4 contains 158258 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91019 members 
Mstep: Class 13 contains 180362 members 
Mstep: Class 14 contains 158876 members 
Mstep: Class 16 contains 107760 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83795 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041152.000000 Penalty: 68805.593750
Iteration 365Q: 21 clusters Score -1.470412e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27211 members 
Mstep: Class 3 contains 24036 members 
Mstep: Class 4 contains 158257 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91019 members 
Mstep: Class 13 contains 180361 members 
Mstep: Class 14 contains 158872 members 
Mstep: Class 16 contains 107761 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83796 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041184.000000 Penalty: 68805.593750
Iteration 366Q: 21 clusters Score -1.470412e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27212 members 
Mstep: Class 3 contains 24036 members 
Mstep: Class 4 contains 158257 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42232 members 
Mstep: Class 12 contains 91018 members 
Mstep: Class 13 contains 180359 members 
Mstep: Class 14 contains 158874 members 
Mstep: Class 16 contains 107762 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83795 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041168.000000 Penalty: 68805.593750
Iteration 367Q: 21 clusters Score -1.470412e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27214 members 
Mstep: Class 3 contains 24036 members 
Mstep: Class 4 contains 158255 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57631 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 91019 members 
Mstep: Class 13 contains 180355 members 
Mstep: Class 14 contains 158876 members 
Mstep: Class 16 contains 107762 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041120.000000 Penalty: 68805.593750
Iteration 368Q: 21 clusters Score -1.470411e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27215 members 
Mstep: Class 3 contains 24036 members 
Mstep: Class 4 contains 158252 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57630 members 
Mstep: Class 10 contains 17233 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 91019 members 
Mstep: Class 13 contains 180353 members 
Mstep: Class 14 contains 158879 members 
Mstep: Class 16 contains 107765 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83798 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041152.000000 Penalty: 68805.593750
Iteration 369Q: 21 clusters Score -1.470412e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27216 members 
Mstep: Class 3 contains 24035 members 
Mstep: Class 4 contains 158253 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 91019 members 
Mstep: Class 13 contains 180353 members 
Mstep: Class 14 contains 158878 members 
Mstep: Class 16 contains 107766 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041088.000000 Penalty: 68805.593750
Iteration 370Q: 21 clusters Score -1.470411e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27217 members 
Mstep: Class 3 contains 24033 members 
Mstep: Class 4 contains 158251 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 91019 members 
Mstep: Class 13 contains 180352 members 
Mstep: Class 14 contains 158879 members 
Mstep: Class 16 contains 107767 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83798 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041104.000000 Penalty: 68805.593750
Iteration 371Q: 21 clusters Score -1.470411e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27219 members 
Mstep: Class 3 contains 24031 members 
Mstep: Class 4 contains 158250 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 91021 members 
Mstep: Class 13 contains 180351 members 
Mstep: Class 14 contains 158876 members 
Mstep: Class 16 contains 107768 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83797 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041120.000000 Penalty: 68805.593750
Iteration 372Q: 21 clusters Score -1.470411e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27221 members 
Mstep: Class 3 contains 24028 members 
Mstep: Class 4 contains 158250 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42234 members 
Mstep: Class 12 contains 91023 members 
Mstep: Class 13 contains 180348 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 16 contains 107768 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83799 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041120.000000 Penalty: 68805.593750
Iteration 373Q: 21 clusters Score -1.470411e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158254 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42235 members 
Mstep: Class 12 contains 91023 members 
Mstep: Class 13 contains 180344 members 
Mstep: Class 14 contains 158876 members 
Mstep: Class 16 contains 107767 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83801 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041168.000000 Penalty: 68805.593750
Iteration 374Q: 21 clusters Score -1.470412e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158256 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91024 members 
Mstep: Class 13 contains 180344 members 
Mstep: Class 14 contains 158872 members 
Mstep: Class 16 contains 107766 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83802 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041152.000000 Penalty: 68805.593750
Iteration 375Q: 21 clusters Score -1.470412e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158257 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91025 members 
Mstep: Class 13 contains 180341 members 
Mstep: Class 14 contains 158872 members 
Mstep: Class 16 contains 107767 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83802 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041136.000000 Penalty: 68805.593750
Iteration 376Q: 21 clusters Score -1.470411e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158257 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57628 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91027 members 
Mstep: Class 13 contains 180340 members 
Mstep: Class 14 contains 158872 members 
Mstep: Class 16 contains 107767 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83802 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041168.000000 Penalty: 68805.593750
Iteration 377Q: 21 clusters Score -1.470412e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158256 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57627 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91029 members 
Mstep: Class 13 contains 180340 members 
Mstep: Class 14 contains 158872 members 
Mstep: Class 16 contains 107767 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83802 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041136.000000 Penalty: 68805.593750
Iteration 378Q: 21 clusters Score -1.470411e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158254 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57625 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91032 members 
Mstep: Class 13 contains 180339 members 
Mstep: Class 14 contains 158873 members 
Mstep: Class 16 contains 107768 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83802 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041152.000000 Penalty: 68805.593750
Iteration 379Q: 21 clusters Score -1.470412e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158255 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57623 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91036 members 
Mstep: Class 13 contains 180339 members 
Mstep: Class 14 contains 158869 members 
Mstep: Class 16 contains 107769 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83802 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041152.000000 Penalty: 68805.593750
Iteration 380F: 21 clusters Score -1.470412e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158252 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57622 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91038 members 
Mstep: Class 13 contains 180337 members 
Mstep: Class 14 contains 158868 members 
Mstep: Class 16 contains 107771 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83804 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041184.000000 Penalty: 68805.593750
Iteration 381Q: 21 clusters Score -1.470412e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158253 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57620 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91039 members 
Mstep: Class 13 contains 180335 members 
Mstep: Class 14 contains 158869 members 
Mstep: Class 16 contains 107772 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83804 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041264.000000 Penalty: 68805.593750
Iteration 382Q: 21 clusters Score -1.470413e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158256 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57620 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91041 members 
Mstep: Class 13 contains 180335 members 
Mstep: Class 14 contains 158862 members 
Mstep: Class 16 contains 107775 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83803 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041280.000000 Penalty: 68805.593750
Iteration 383Q: 21 clusters Score -1.470413e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158258 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57620 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91044 members 
Mstep: Class 13 contains 180334 members 
Mstep: Class 14 contains 158856 members 
Mstep: Class 16 contains 107776 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83804 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041328.000000 Penalty: 68805.593750
Iteration 384Q: 21 clusters Score -1.470413e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158258 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57620 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91044 members 
Mstep: Class 13 contains 180334 members 
Mstep: Class 14 contains 158857 members 
Mstep: Class 16 contains 107776 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83803 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041360.000000 Penalty: 68805.593750
Iteration 385Q: 21 clusters Score -1.470414e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158258 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 9 contains 57620 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91044 members 
Mstep: Class 13 contains 180334 members 
Mstep: Class 14 contains 158857 members 
Mstep: Class 16 contains 107776 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83803 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041360.000000 Penalty: 68805.593750
Iteration 386F: 21 clusters Score -1.470414e+08 nChanged 0
Entering ConstructFrom: 
Score: -147041360.000000 Penalty: 68805.593750
Entering ConstructFrom: 
Trying to split cluster 1 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -154081.140625 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -154081.1 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 567 members 
Entering Unmasked Estep 
Score: -152045.281250 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -152045.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152402.781250 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -152402.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152506.109375 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -152506.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -152568.921875 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -152568.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152618.062500 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -152618.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152663.453125 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -152663.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152687.187500 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -152687.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152710.015625 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -152710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152727.671875 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -152727.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152739.781250 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -152739.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152753.062500 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -152753.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -152769.062500 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -152769.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -152785.328125 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -152785.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152800.062500 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -152800.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -152807.390625 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -152807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -152816.890625 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -152816.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152827.734375 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -152827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152830.500000 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -152830.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152832.828125 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -152832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152834.937500 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -152834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152839.859375 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -152839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152852.046875 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -152852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -152861.187500 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -152861.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -152868.937500 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -152868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152871.640625 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -152871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -152874.796875 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -152874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152878.546875 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -152878.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152882.781250 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -152882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152890.406250 Penalty: 3477.114746
	Iteration 28Q: 3 clusters Score -152890.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -152898.109375 Penalty: 3477.114746
	Iteration 29Q: 3 clusters Score -152898.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152900.671875 Penalty: 3477.114746
	Iteration 30Q: 3 clusters Score -152900.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -152906.234375 Penalty: 3477.114746
	Iteration 31Q: 3 clusters Score -152906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -152910.375000 Penalty: 3477.114746
	Iteration 32Q: 3 clusters Score -152910.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152916.656250 Penalty: 3477.114746
	Iteration 33Q: 3 clusters Score -152916.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152922.562500 Penalty: 3477.114746
	Iteration 34Q: 3 clusters Score -152922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152931.828125 Penalty: 3477.114746
	Iteration 35Q: 3 clusters Score -152931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -152939.453125 Penalty: 3477.114746
	Iteration 36Q: 3 clusters Score -152939.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -152948.453125 Penalty: 3477.114746
	Iteration 37Q: 3 clusters Score -152948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -152951.265625 Penalty: 3477.114746
	Iteration 38Q: 3 clusters Score -152951.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152958.578125 Penalty: 3477.114746
	Iteration 39Q: 3 clusters Score -152958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -152964.406250 Penalty: 3477.114746
	Iteration 40F: 3 clusters Score -152964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -152970.281250 Penalty: 3477.114746
	Iteration 41Q: 3 clusters Score -152970.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -152974.937500 Penalty: 3477.114746
	Iteration 42Q: 3 clusters Score -152974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -152975.921875 Penalty: 3477.114746
	Iteration 43Q: 3 clusters Score -152975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152977.656250 Penalty: 3477.114746
	Iteration 44Q: 3 clusters Score -152977.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -152978.984375 Penalty: 3477.114746
	Iteration 45Q: 3 clusters Score -152979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152980.593750 Penalty: 3477.114746
	Iteration 46Q: 3 clusters Score -152980.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152983.578125 Penalty: 3477.114746
	Iteration 47Q: 3 clusters Score -152983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152985.609375 Penalty: 3477.114746
	Iteration 48Q: 3 clusters Score -152985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152985.609375 Penalty: 3477.114746
	Iteration 49F: 3 clusters Score -152985.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Entering Unmasked Estep 
Score: -3878681.500000 Penalty: 2532.503418
	Iteration 0F: 2 clusters Score -3878682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3859916.250000 Penalty: 5065.006836
	Iteration 0F: 3 clusters Score -3859916 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3866549.250000 Penalty: 5065.006836
	Iteration 1F: 3 clusters Score -3866549 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3867083.250000 Penalty: 5065.006836
	Iteration 2F: 3 clusters Score -3867083 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3867659.000000 Penalty: 5065.006836
	Iteration 3Q: 3 clusters Score -3867659 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3868356.500000 Penalty: 5065.006836
	Iteration 4F: 3 clusters Score -3868356 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3869249.000000 Penalty: 5065.006836
	Iteration 5F: 3 clusters Score -3869249 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3870437.000000 Penalty: 5065.006836
	Iteration 6F: 3 clusters Score -3870437 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3871928.500000 Penalty: 5065.006836
	Iteration 7F: 3 clusters Score -3871928 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3873518.000000 Penalty: 5065.006836
	Iteration 8F: 3 clusters Score -3873518 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -3874779.750000 Penalty: 5065.006836
	Iteration 9F: 3 clusters Score -3874780 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3875591.750000 Penalty: 5065.006836
	Iteration 10Q: 3 clusters Score -3875592 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3876066.750000 Penalty: 5065.006836
	Iteration 11Q: 3 clusters Score -3876067 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3876303.000000 Penalty: 5065.006836
	Iteration 12Q: 3 clusters Score -3876303 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3876461.750000 Penalty: 5065.006836
	Iteration 13Q: 3 clusters Score -3876462 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3876550.500000 Penalty: 5065.006836
	Iteration 14Q: 3 clusters Score -3876550 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3876638.750000 Penalty: 5065.006836
	Iteration 15Q: 3 clusters Score -3876639 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3876710.000000 Penalty: 5065.006836
	Iteration 16Q: 3 clusters Score -3876710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3876757.250000 Penalty: 5065.006836
	Iteration 17Q: 3 clusters Score -3876757 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3876794.000000 Penalty: 5065.006836
	Iteration 18Q: 3 clusters Score -3876794 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3876850.250000 Penalty: 5065.006836
	Iteration 19Q: 3 clusters Score -3876850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3876876.000000 Penalty: 5065.006836
	Iteration 20F: 3 clusters Score -3876876 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3876897.000000 Penalty: 5065.006836
	Iteration 21Q: 3 clusters Score -3876897 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3876915.250000 Penalty: 5065.006836
	Iteration 22Q: 3 clusters Score -3876915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3876930.250000 Penalty: 5065.006836
	Iteration 23Q: 3 clusters Score -3876930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3876947.500000 Penalty: 5065.006836
	Iteration 24Q: 3 clusters Score -3876948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3876956.000000 Penalty: 5065.006836
	Iteration 25Q: 3 clusters Score -3876956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3876970.250000 Penalty: 5065.006836
	Iteration 26Q: 3 clusters Score -3876970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3876973.250000 Penalty: 5065.006836
	Iteration 27Q: 3 clusters Score -3876973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3876991.000000 Penalty: 5065.006836
	Iteration 28Q: 3 clusters Score -3876991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3876997.750000 Penalty: 5065.006836
	Iteration 29Q: 3 clusters Score -3876998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3877004.500000 Penalty: 5065.006836
	Iteration 30Q: 3 clusters Score -3877004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3877005.250000 Penalty: 5065.006836
	Iteration 31Q: 3 clusters Score -3877005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3877005.250000 Penalty: 5065.006836
	Iteration 32Q: 3 clusters Score -3877005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3877015.750000 Penalty: 5065.006836
	Iteration 33Q: 3 clusters Score -3877016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3877029.750000 Penalty: 5065.006836
	Iteration 34Q: 3 clusters Score -3877030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3877033.250000 Penalty: 5065.006836
	Iteration 35Q: 3 clusters Score -3877033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3877033.000000 Penalty: 5065.006836
	Iteration 36Q: 3 clusters Score -3877033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3877034.500000 Penalty: 5065.006836
	Iteration 37Q: 3 clusters Score -3877034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3877044.000000 Penalty: 5065.006836
	Iteration 38Q: 3 clusters Score -3877044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3877055.250000 Penalty: 5065.006836
	Iteration 39Q: 3 clusters Score -3877055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3877057.750000 Penalty: 5065.006836
	Iteration 40F: 3 clusters Score -3877058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3877053.000000 Penalty: 5065.006836
	Iteration 41Q: 3 clusters Score -3877053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3877051.500000 Penalty: 5065.006836
	Iteration 42Q: 3 clusters Score -3877052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3877057.750000 Penalty: 5065.006836
	Iteration 43Q: 3 clusters Score -3877058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3877058.000000 Penalty: 5065.006836
	Iteration 44Q: 3 clusters Score -3877058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3877068.500000 Penalty: 5065.006836
	Iteration 45Q: 3 clusters Score -3877068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3877070.500000 Penalty: 5065.006836
	Iteration 46Q: 3 clusters Score -3877070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3877067.750000 Penalty: 5065.006836
	Iteration 47Q: 3 clusters Score -3877068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3877069.250000 Penalty: 5065.006836
	Iteration 48Q: 3 clusters Score -3877069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3877069.250000 Penalty: 5065.006836
	Iteration 49Q: 3 clusters Score -3877069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3877070.750000 Penalty: 5065.006836
	Iteration 50Q: 3 clusters Score -3877071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3877074.500000 Penalty: 5065.006836
	Iteration 51Q: 3 clusters Score -3877074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3877077.500000 Penalty: 5065.006836
	Iteration 52Q: 3 clusters Score -3877078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3877077.500000 Penalty: 5065.006836
	Iteration 53Q: 3 clusters Score -3877078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3877080.750000 Penalty: 5065.006836
	Iteration 54Q: 3 clusters Score -3877081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3877081.500000 Penalty: 5065.006836
	Iteration 55Q: 3 clusters Score -3877082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3877087.750000 Penalty: 5065.006836
	Iteration 56Q: 3 clusters Score -3877088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3877083.000000 Penalty: 5065.006836
	Iteration 57Q: 3 clusters Score -3877083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3877085.000000 Penalty: 5065.006836
	Iteration 58Q: 3 clusters Score -3877085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3877084.500000 Penalty: 5065.006836
	Iteration 59Q: 3 clusters Score -3877084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3877086.750000 Penalty: 5065.006836
	Iteration 60F: 3 clusters Score -3877087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3877088.250000 Penalty: 5065.006836
	Iteration 61Q: 3 clusters Score -3877088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3877088.250000 Penalty: 5065.006836
	Iteration 62F: 3 clusters Score -3877088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Entering Unmasked Estep 
Score: -3419438.500000 Penalty: 2501.549316
	Iteration 0F: 2 clusters Score -3419438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3402751.750000 Penalty: 5003.098633
	Iteration 0F: 3 clusters Score -3402752 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3408653.750000 Penalty: 5003.098633
	Iteration 1F: 3 clusters Score -3408654 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3409182.500000 Penalty: 5003.098633
	Iteration 2F: 3 clusters Score -3409182 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3409681.750000 Penalty: 5003.098633
	Iteration 3Q: 3 clusters Score -3409682 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3410290.250000 Penalty: 5003.098633
	Iteration 4Q: 3 clusters Score -3410290 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3411024.500000 Penalty: 5003.098633
	Iteration 5F: 3 clusters Score -3411024 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3411794.000000 Penalty: 5003.098633
	Iteration 6F: 3 clusters Score -3411794 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3412627.250000 Penalty: 5003.098633
	Iteration 7F: 3 clusters Score -3412627 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3413521.250000 Penalty: 5003.098633
	Iteration 8F: 3 clusters Score -3413521 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3414410.500000 Penalty: 5003.098633
	Iteration 9F: 3 clusters Score -3414410 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3415155.250000 Penalty: 5003.098633
	Iteration 10F: 3 clusters Score -3415155 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3415735.250000 Penalty: 5003.098633
	Iteration 11Q: 3 clusters Score -3415735 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3416102.500000 Penalty: 5003.098633
	Iteration 12Q: 3 clusters Score -3416102 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -3416351.000000 Penalty: 5003.098633
	Iteration 13Q: 3 clusters Score -3416351 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3416557.000000 Penalty: 5003.098633
	Iteration 14Q: 3 clusters Score -3416557 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3416681.500000 Penalty: 5003.098633
	Iteration 15Q: 3 clusters Score -3416682 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3416809.250000 Penalty: 5003.098633
	Iteration 16Q: 3 clusters Score -3416809 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3416898.000000 Penalty: 5003.098633
	Iteration 17Q: 3 clusters Score -3416898 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -3416968.750000 Penalty: 5003.098633
	Iteration 18Q: 3 clusters Score -3416969 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3417021.000000 Penalty: 5003.098633
	Iteration 19Q: 3 clusters Score -3417021 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3417096.250000 Penalty: 5003.098633
	Iteration 20F: 3 clusters Score -3417096 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3417150.000000 Penalty: 5003.098633
	Iteration 21Q: 3 clusters Score -3417150 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3417199.500000 Penalty: 5003.098633
	Iteration 22Q: 3 clusters Score -3417200 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3417242.750000 Penalty: 5003.098633
	Iteration 23Q: 3 clusters Score -3417243 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3417284.250000 Penalty: 5003.098633
	Iteration 24Q: 3 clusters Score -3417284 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3417330.250000 Penalty: 5003.098633
	Iteration 25Q: 3 clusters Score -3417330 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3417383.250000 Penalty: 5003.098633
	Iteration 26Q: 3 clusters Score -3417383 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3417428.000000 Penalty: 5003.098633
	Iteration 27Q: 3 clusters Score -3417428 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3417456.000000 Penalty: 5003.098633
	Iteration 28Q: 3 clusters Score -3417456 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3417494.750000 Penalty: 5003.098633
	Iteration 29Q: 3 clusters Score -3417495 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3417524.250000 Penalty: 5003.098633
	Iteration 30Q: 3 clusters Score -3417524 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3417558.750000 Penalty: 5003.098633
	Iteration 31Q: 3 clusters Score -3417559 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3417567.750000 Penalty: 5003.098633
	Iteration 32Q: 3 clusters Score -3417568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3417595.250000 Penalty: 5003.098633
	Iteration 33Q: 3 clusters Score -3417595 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3417616.250000 Penalty: 5003.098633
	Iteration 34Q: 3 clusters Score -3417616 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3417633.750000 Penalty: 5003.098633
	Iteration 35Q: 3 clusters Score -3417634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3417647.750000 Penalty: 5003.098633
	Iteration 36Q: 3 clusters Score -3417648 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3417670.250000 Penalty: 5003.098633
	Iteration 37Q: 3 clusters Score -3417670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3417684.500000 Penalty: 5003.098633
	Iteration 38Q: 3 clusters Score -3417684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3417711.750000 Penalty: 5003.098633
	Iteration 39Q: 3 clusters Score -3417712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3417724.750000 Penalty: 5003.098633
	Iteration 40F: 3 clusters Score -3417725 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3417737.500000 Penalty: 5003.098633
	Iteration 41Q: 3 clusters Score -3417738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3417748.750000 Penalty: 5003.098633
	Iteration 42Q: 3 clusters Score -3417749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3417760.500000 Penalty: 5003.098633
	Iteration 43Q: 3 clusters Score -3417760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3417776.750000 Penalty: 5003.098633
	Iteration 44Q: 3 clusters Score -3417777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3417779.500000 Penalty: 5003.098633
	Iteration 45Q: 3 clusters Score -3417780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3417781.750000 Penalty: 5003.098633
	Iteration 46Q: 3 clusters Score -3417782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3417791.250000 Penalty: 5003.098633
	Iteration 47Q: 3 clusters Score -3417791 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3417797.500000 Penalty: 5003.098633
	Iteration 48Q: 3 clusters Score -3417798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3417808.250000 Penalty: 5003.098633
	Iteration 49Q: 3 clusters Score -3417808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3417823.750000 Penalty: 5003.098633
	Iteration 50Q: 3 clusters Score -3417824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3417829.000000 Penalty: 5003.098633
	Iteration 51Q: 3 clusters Score -3417829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3417830.750000 Penalty: 5003.098633
	Iteration 52Q: 3 clusters Score -3417831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3417827.750000 Penalty: 5003.098633
	Iteration 53Q: 3 clusters Score -3417828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3417837.500000 Penalty: 5003.098633
	Iteration 54Q: 3 clusters Score -3417838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3417839.750000 Penalty: 5003.098633
	Iteration 55Q: 3 clusters Score -3417840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3417839.500000 Penalty: 5003.098633
	Iteration 56Q: 3 clusters Score -3417840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3417837.250000 Penalty: 5003.098633
	Iteration 57Q: 3 clusters Score -3417837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3417833.000000 Penalty: 5003.098633
	Iteration 58Q: 3 clusters Score -3417833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3417835.750000 Penalty: 5003.098633
	Iteration 59Q: 3 clusters Score -3417836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3417838.250000 Penalty: 5003.098633
	Iteration 60F: 3 clusters Score -3417838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3417848.750000 Penalty: 5003.098633
	Iteration 61Q: 3 clusters Score -3417849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3417856.000000 Penalty: 5003.098633
	Iteration 62Q: 3 clusters Score -3417856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3417863.000000 Penalty: 5003.098633
	Iteration 63Q: 3 clusters Score -3417863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3417873.500000 Penalty: 5003.098633
	Iteration 64Q: 3 clusters Score -3417874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3417880.250000 Penalty: 5003.098633
	Iteration 65Q: 3 clusters Score -3417880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3417883.250000 Penalty: 5003.098633
	Iteration 66Q: 3 clusters Score -3417883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3417885.500000 Penalty: 5003.098633
	Iteration 67Q: 3 clusters Score -3417886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3417886.750000 Penalty: 5003.098633
	Iteration 68Q: 3 clusters Score -3417887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3417884.500000 Penalty: 5003.098633
	Iteration 69Q: 3 clusters Score -3417884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3417888.750000 Penalty: 5003.098633
	Iteration 70Q: 3 clusters Score -3417889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3417888.500000 Penalty: 5003.098633
	Iteration 71Q: 3 clusters Score -3417888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3417890.750000 Penalty: 5003.098633
	Iteration 72Q: 3 clusters Score -3417891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3417891.500000 Penalty: 5003.098633
	Iteration 73Q: 3 clusters Score -3417892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3417887.000000 Penalty: 5003.098633
	Iteration 74Q: 3 clusters Score -3417887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3417889.250000 Penalty: 5003.098633
	Iteration 75Q: 3 clusters Score -3417889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3417890.250000 Penalty: 5003.098633
	Iteration 76Q: 3 clusters Score -3417890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3417894.750000 Penalty: 5003.098633
	Iteration 77Q: 3 clusters Score -3417895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3417900.750000 Penalty: 5003.098633
	Iteration 78Q: 3 clusters Score -3417901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3417901.250000 Penalty: 5003.098633
	Iteration 79Q: 3 clusters Score -3417901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3417903.500000 Penalty: 5003.098633
	Iteration 80F: 3 clusters Score -3417904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3417904.750000 Penalty: 5003.098633
	Iteration 81Q: 3 clusters Score -3417905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3417905.750000 Penalty: 5003.098633
	Iteration 82Q: 3 clusters Score -3417906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3417902.250000 Penalty: 5003.098633
	Iteration 83Q: 3 clusters Score -3417902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3417906.500000 Penalty: 5003.098633
	Iteration 84Q: 3 clusters Score -3417906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3417907.000000 Penalty: 5003.098633
	Iteration 85Q: 3 clusters Score -3417907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3417903.750000 Penalty: 5003.098633
	Iteration 86Q: 3 clusters Score -3417904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3417908.500000 Penalty: 5003.098633
	Iteration 87Q: 3 clusters Score -3417908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3417905.250000 Penalty: 5003.098633
	Iteration 88Q: 3 clusters Score -3417905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3417908.000000 Penalty: 5003.098633
	Iteration 89Q: 3 clusters Score -3417908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3417911.250000 Penalty: 5003.098633
	Iteration 90Q: 3 clusters Score -3417911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3417913.000000 Penalty: 5003.098633
	Iteration 91Q: 3 clusters Score -3417913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3417911.500000 Penalty: 5003.098633
	Iteration 92Q: 3 clusters Score -3417912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3417910.250000 Penalty: 5003.098633
	Iteration 93Q: 3 clusters Score -3417910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3417910.250000 Penalty: 5003.098633
	Iteration 94Q: 3 clusters Score -3417910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3417918.250000 Penalty: 5003.098633
	Iteration 95Q: 3 clusters Score -3417918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3417918.500000 Penalty: 5003.098633
	Iteration 96Q: 3 clusters Score -3417918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3417923.500000 Penalty: 5003.098633
	Iteration 97Q: 3 clusters Score -3417924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3417925.000000 Penalty: 5003.098633
	Iteration 98Q: 3 clusters Score -3417925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3417929.500000 Penalty: 5003.098633
	Iteration 99Q: 3 clusters Score -3417930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3417932.750000 Penalty: 5003.098633
	Iteration 100F: 3 clusters Score -3417933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3417934.000000 Penalty: 5003.098633
	Iteration 101Q: 3 clusters Score -3417934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3417935.750000 Penalty: 5003.098633
	Iteration 102Q: 3 clusters Score -3417936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3417940.000000 Penalty: 5003.098633
	Iteration 103Q: 3 clusters Score -3417940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3417940.000000 Penalty: 5003.098633
	Iteration 104Q: 3 clusters Score -3417940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3417940.750000 Penalty: 5003.098633
	Iteration 105Q: 3 clusters Score -3417941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3417940.250000 Penalty: 5003.098633
	Iteration 106Q: 3 clusters Score -3417940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3417940.250000 Penalty: 5003.098633
	Iteration 107F: 3 clusters Score -3417940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (158258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158258 members 
Entering Unmasked Estep 
Score: -22198472.000000 Penalty: 2969.051514
	Iteration 0F: 2 clusters Score -2.219847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -22095078.000000 Penalty: 5938.103027
	Iteration 0F: 3 clusters Score -2.209508e+07 nChanged 75875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -22139002.000000 Penalty: 5938.103027
	Iteration 1F: 3 clusters Score -2.2139e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -22140020.000000 Penalty: 5938.103027
	Iteration 2Q: 3 clusters Score -2.214002e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -22141624.000000 Penalty: 5938.103027
	Iteration 3Q: 3 clusters Score -2.214162e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -22144098.000000 Penalty: 5938.103027
	Iteration 4Q: 3 clusters Score -2.21441e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104686 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -22149182.000000 Penalty: 5938.103027
	Iteration 5F: 3 clusters Score -2.214918e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117326 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -22158534.000000 Penalty: 5938.103027
	Iteration 6F: 3 clusters Score -2.215853e+07 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132583 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -22172762.000000 Penalty: 5938.103027
	Iteration 7F: 3 clusters Score -2.217276e+07 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146182 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -22186384.000000 Penalty: 5938.103027
	Iteration 8F: 3 clusters Score -2.218638e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154232 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -22193218.000000 Penalty: 5938.103027
	Iteration 9F: 3 clusters Score -2.219322e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157125 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -22195226.000000 Penalty: 5938.103027
	Iteration 10Q: 3 clusters Score -2.219523e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157838 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -22195656.000000 Penalty: 5938.103027
	Iteration 11Q: 3 clusters Score -2.219566e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158000 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22195790.000000 Penalty: 5938.103027
	Iteration 12Q: 3 clusters Score -2.219579e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22195898.000000 Penalty: 5938.103027
	Iteration 13Q: 3 clusters Score -2.21959e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158077 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22195938.000000 Penalty: 5938.103027
	Iteration 14Q: 3 clusters Score -2.219594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158083 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22195964.000000 Penalty: 5938.103027
	Iteration 15Q: 3 clusters Score -2.219596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158086 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22195968.000000 Penalty: 5938.103027
	Iteration 16Q: 3 clusters Score -2.219597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158092 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22195968.000000 Penalty: 5938.103027
	Iteration 17Q: 3 clusters Score -2.219597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22195992.000000 Penalty: 5938.103027
	Iteration 18Q: 3 clusters Score -2.219599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158096 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22195996.000000 Penalty: 5938.103027
	Iteration 19Q: 3 clusters Score -2.2196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158094 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22195996.000000 Penalty: 5938.103027
	Iteration 20F: 3 clusters Score -2.2196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158093 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22195994.000000 Penalty: 5938.103027
	Iteration 21Q: 3 clusters Score -2.219599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158093 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22195994.000000 Penalty: 5938.103027
	Iteration 22F: 3 clusters Score -2.219599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -51934.109375 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -51934.11 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 204 members 
Entering Unmasked Estep 
Score: -50580.457031 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -50580.46 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51076.886719 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -51076.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -51361.613281 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -51361.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -51781.148438 Penalty: 3021.289795
	Iteration 3F: 3 clusters Score -51781.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -52093.500000 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -52093.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -52215.898438 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -52215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52373.441406 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -52373.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -52544.750000 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -52544.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52580.855469 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -52580.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52590.535156 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -52590.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52590.535156 Penalty: 3021.289795
	Iteration 10F: 3 clusters Score -52590.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158258 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 144 members 
Mstep: Class 9 contains 57620 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91044 members 
Mstep: Class 13 contains 180334 members 
Mstep: Class 14 contains 158857 members 
Mstep: Class 16 contains 107776 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83803 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90133 members 
Entering Unmasked Estep 
Score: -147040096.000000 Penalty: 72245.875000
Splitting cluster 5 changes total score from -147041360.000000 to -147040096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -307814.625000 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -307814.6 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 1119 members 
Entering Unmasked Estep 
Score: -305027.343750 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -305027.3 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -305538.343750 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -305538.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -305686.593750 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -305686.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -305779.500000 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -305779.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -305871.625000 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -305871.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -305915.343750 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -305915.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -305949.812500 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -305949.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -305978.218750 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -305978.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -306005.062500 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -306005.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -306027.937500 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -306027.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -306043.875000 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -306043.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -306055.656250 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -306055.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -306072.687500 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -306072.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -306087.750000 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -306087.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -306101.781250 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -306101.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -306111.593750 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -306111.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -306120.375000 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -306120.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -306128.968750 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -306129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -306138.812500 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -306138.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -306152.343750 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -306152.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -306162.375000 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -306162.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -306172.281250 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -306172.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -306179.843750 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -306179.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -306190.312500 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -306190.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -306197.906250 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -306197.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -306201.937500 Penalty: 3820.019531
	Iteration 25Q: 3 clusters Score -306201.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -306205.000000 Penalty: 3820.019531
	Iteration 26Q: 3 clusters Score -306205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -306206.062500 Penalty: 3820.019531
	Iteration 27Q: 3 clusters Score -306206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -306207.250000 Penalty: 3820.019531
	Iteration 28Q: 3 clusters Score -306207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -306210.406250 Penalty: 3820.019531
	Iteration 29Q: 3 clusters Score -306210.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -306213.156250 Penalty: 3820.019531
	Iteration 30Q: 3 clusters Score -306213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -306213.781250 Penalty: 3820.019531
	Iteration 31Q: 3 clusters Score -306213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -306213.781250 Penalty: 3820.019531
	Iteration 32F: 3 clusters Score -306213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -69981.257812 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -69981.26 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 281 members 
Entering Unmasked Estep 
Score: -68417.257812 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -68417.26 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68737.343750 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -68737.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69067.445312 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -69067.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69387.273438 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -69387.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -70020.671875 Penalty: 3143.065674
	Iteration 4F: 3 clusters Score -70020.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -70302.492188 Penalty: 3143.065674
	Iteration 5F: 3 clusters Score -70302.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70626.039062 Penalty: 3143.065674
	Iteration 6F: 3 clusters Score -70626.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -70815.835938 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -70815.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70846.664062 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -70846.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70854.609375 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -70854.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70854.609375 Penalty: 3143.065674
	Iteration 10F: 3 clusters Score -70854.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158258 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 90 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 57620 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91044 members 
Mstep: Class 13 contains 180334 members 
Mstep: Class 14 contains 158857 members 
Mstep: Class 16 contains 107776 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83803 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90133 members 
Entering Unmasked Estep 
Score: -147040400.000000 Penalty: 72245.875000
Splitting cluster 7 changes total score from -147041360.000000 to -147040400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (57620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Entering Unmasked Estep 
Score: -8224398.000000 Penalty: 2718.482910
	Iteration 0F: 2 clusters Score -8224398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -8185507.500000 Penalty: 5436.965820
	Iteration 0F: 3 clusters Score -8185508 nChanged 26944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -8200473.500000 Penalty: 5436.965820
	Iteration 1F: 3 clusters Score -8200474 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -8201083.000000 Penalty: 5436.965820
	Iteration 2Q: 3 clusters Score -8201083 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -8201668.000000 Penalty: 5436.965820
	Iteration 3Q: 3 clusters Score -8201668 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -8202326.000000 Penalty: 5436.965820
	Iteration 4Q: 3 clusters Score -8202326 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -8203291.000000 Penalty: 5436.965820
	Iteration 5Q: 3 clusters Score -8203291 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -8204701.000000 Penalty: 5436.965820
	Iteration 6Q: 3 clusters Score -8204701 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -8206795.500000 Penalty: 5436.965820
	Iteration 7F: 3 clusters Score -8206796 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -8209728.000000 Penalty: 5436.965820
	Iteration 8F: 3 clusters Score -8209728 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -8213306.500000 Penalty: 5436.965820
	Iteration 9F: 3 clusters Score -8213306 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -8216626.000000 Penalty: 5436.965820
	Iteration 10F: 3 clusters Score -8216626 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -8219070.500000 Penalty: 5436.965820
	Iteration 11Q: 3 clusters Score -8219070 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8220490.500000 Penalty: 5436.965820
	Iteration 12Q: 3 clusters Score -8220490 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8221168.500000 Penalty: 5436.965820
	Iteration 13Q: 3 clusters Score -8221168 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8221571.500000 Penalty: 5436.965820
	Iteration 14Q: 3 clusters Score -8221572 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8221745.500000 Penalty: 5436.965820
	Iteration 15Q: 3 clusters Score -8221746 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8221865.000000 Penalty: 5436.965820
	Iteration 16Q: 3 clusters Score -8221865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8221947.500000 Penalty: 5436.965820
	Iteration 17Q: 3 clusters Score -8221948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8221989.500000 Penalty: 5436.965820
	Iteration 18Q: 3 clusters Score -8221990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8222017.500000 Penalty: 5436.965820
	Iteration 19Q: 3 clusters Score -8222018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8222037.000000 Penalty: 5436.965820
	Iteration 20F: 3 clusters Score -8222037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8222064.500000 Penalty: 5436.965820
	Iteration 21Q: 3 clusters Score -8222064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8222083.500000 Penalty: 5436.965820
	Iteration 22Q: 3 clusters Score -8222084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8222087.500000 Penalty: 5436.965820
	Iteration 23Q: 3 clusters Score -8222088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8222105.000000 Penalty: 5436.965820
	Iteration 24Q: 3 clusters Score -8222105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8222109.500000 Penalty: 5436.965820
	Iteration 25Q: 3 clusters Score -8222110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8222124.500000 Penalty: 5436.965820
	Iteration 26Q: 3 clusters Score -8222124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8222122.500000 Penalty: 5436.965820
	Iteration 27Q: 3 clusters Score -8222122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8222129.500000 Penalty: 5436.965820
	Iteration 28Q: 3 clusters Score -8222130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8222130.000000 Penalty: 5436.965820
	Iteration 29Q: 3 clusters Score -8222130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8222136.000000 Penalty: 5436.965820
	Iteration 30Q: 3 clusters Score -8222136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8222137.000000 Penalty: 5436.965820
	Iteration 31Q: 3 clusters Score -8222137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8222137.500000 Penalty: 5436.965820
	Iteration 32Q: 3 clusters Score -8222138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8222144.000000 Penalty: 5436.965820
	Iteration 33Q: 3 clusters Score -8222144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8222144.000000 Penalty: 5436.965820
	Iteration 34F: 3 clusters Score -8222144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Entering Unmasked Estep 
Score: -2462682.250000 Penalty: 2419.150635
	Iteration 0F: 2 clusters Score -2462682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2450519.500000 Penalty: 4838.301270
	Iteration 0F: 3 clusters Score -2450520 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2454438.750000 Penalty: 4838.301270
	Iteration 1F: 3 clusters Score -2454439 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2454941.500000 Penalty: 4838.301270
	Iteration 2F: 3 clusters Score -2454942 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2455461.000000 Penalty: 4838.301270
	Iteration 3F: 3 clusters Score -2455461 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2456044.500000 Penalty: 4838.301270
	Iteration 4F: 3 clusters Score -2456044 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2456699.000000 Penalty: 4838.301270
	Iteration 5F: 3 clusters Score -2456699 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2457360.250000 Penalty: 4838.301270
	Iteration 6F: 3 clusters Score -2457360 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2457977.500000 Penalty: 4838.301270
	Iteration 7Q: 3 clusters Score -2457978 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2458428.000000 Penalty: 4838.301270
	Iteration 8Q: 3 clusters Score -2458428 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2458807.250000 Penalty: 4838.301270
	Iteration 9Q: 3 clusters Score -2458807 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2459109.500000 Penalty: 4838.301270
	Iteration 10Q: 3 clusters Score -2459110 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2459325.000000 Penalty: 4838.301270
	Iteration 11Q: 3 clusters Score -2459325 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2459479.750000 Penalty: 4838.301270
	Iteration 12Q: 3 clusters Score -2459480 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2459643.250000 Penalty: 4838.301270
	Iteration 13Q: 3 clusters Score -2459643 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2459813.000000 Penalty: 4838.301270
	Iteration 14Q: 3 clusters Score -2459813 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2459967.500000 Penalty: 4838.301270
	Iteration 15Q: 3 clusters Score -2459968 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2460072.500000 Penalty: 4838.301270
	Iteration 16Q: 3 clusters Score -2460072 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2460163.750000 Penalty: 4838.301270
	Iteration 17Q: 3 clusters Score -2460164 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2460226.000000 Penalty: 4838.301270
	Iteration 18Q: 3 clusters Score -2460226 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2460284.500000 Penalty: 4838.301270
	Iteration 19Q: 3 clusters Score -2460284 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2460342.000000 Penalty: 4838.301270
	Iteration 20F: 3 clusters Score -2460342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2460394.500000 Penalty: 4838.301270
	Iteration 21Q: 3 clusters Score -2460394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2460433.750000 Penalty: 4838.301270
	Iteration 22Q: 3 clusters Score -2460434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2460452.000000 Penalty: 4838.301270
	Iteration 23Q: 3 clusters Score -2460452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2460469.750000 Penalty: 4838.301270
	Iteration 24Q: 3 clusters Score -2460470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2460489.000000 Penalty: 4838.301270
	Iteration 25Q: 3 clusters Score -2460489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2460493.000000 Penalty: 4838.301270
	Iteration 26Q: 3 clusters Score -2460493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2460506.250000 Penalty: 4838.301270
	Iteration 27Q: 3 clusters Score -2460506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2460511.000000 Penalty: 4838.301270
	Iteration 28Q: 3 clusters Score -2460511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2460522.250000 Penalty: 4838.301270
	Iteration 29Q: 3 clusters Score -2460522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2460534.250000 Penalty: 4838.301270
	Iteration 30Q: 3 clusters Score -2460534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2460533.500000 Penalty: 4838.301270
	Iteration 31Q: 3 clusters Score -2460534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2460542.250000 Penalty: 4838.301270
	Iteration 32Q: 3 clusters Score -2460542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2460548.000000 Penalty: 4838.301270
	Iteration 33Q: 3 clusters Score -2460548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2460556.750000 Penalty: 4838.301270
	Iteration 34Q: 3 clusters Score -2460557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2460572.000000 Penalty: 4838.301270
	Iteration 35Q: 3 clusters Score -2460572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2460578.750000 Penalty: 4838.301270
	Iteration 36Q: 3 clusters Score -2460579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2460577.500000 Penalty: 4838.301270
	Iteration 37Q: 3 clusters Score -2460578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2460583.750000 Penalty: 4838.301270
	Iteration 38Q: 3 clusters Score -2460584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2460595.500000 Penalty: 4838.301270
	Iteration 39Q: 3 clusters Score -2460596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2460607.750000 Penalty: 4838.301270
	Iteration 40F: 3 clusters Score -2460608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2460618.750000 Penalty: 4838.301270
	Iteration 41Q: 3 clusters Score -2460619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2460625.000000 Penalty: 4838.301270
	Iteration 42Q: 3 clusters Score -2460625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2460635.250000 Penalty: 4838.301270
	Iteration 43Q: 3 clusters Score -2460635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2460635.000000 Penalty: 4838.301270
	Iteration 44Q: 3 clusters Score -2460635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2460637.000000 Penalty: 4838.301270
	Iteration 45Q: 3 clusters Score -2460637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2460641.500000 Penalty: 4838.301270
	Iteration 46Q: 3 clusters Score -2460642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2460645.750000 Penalty: 4838.301270
	Iteration 47Q: 3 clusters Score -2460646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2460649.250000 Penalty: 4838.301270
	Iteration 48Q: 3 clusters Score -2460649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2460660.000000 Penalty: 4838.301270
	Iteration 49Q: 3 clusters Score -2460660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2460666.000000 Penalty: 4838.301270
	Iteration 50Q: 3 clusters Score -2460666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2460670.250000 Penalty: 4838.301270
	Iteration 51Q: 3 clusters Score -2460670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2460673.250000 Penalty: 4838.301270
	Iteration 52Q: 3 clusters Score -2460673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2460675.500000 Penalty: 4838.301270
	Iteration 53Q: 3 clusters Score -2460676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2460680.750000 Penalty: 4838.301270
	Iteration 54Q: 3 clusters Score -2460681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2460680.750000 Penalty: 4838.301270
	Iteration 55F: 3 clusters Score -2460681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Entering Unmasked Estep 
Score: -5812114.500000 Penalty: 2641.455078
	Iteration 0F: 2 clusters Score -5812114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -5783451.000000 Penalty: 5282.910156
	Iteration 0F: 3 clusters Score -5783451 nChanged 19399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -5794209.500000 Penalty: 5282.910156
	Iteration 1F: 3 clusters Score -5794210 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -5794769.000000 Penalty: 5282.910156
	Iteration 2Q: 3 clusters Score -5794769 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5795411.000000 Penalty: 5282.910156
	Iteration 3Q: 3 clusters Score -5795411 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -5796037.000000 Penalty: 5282.910156
	Iteration 4Q: 3 clusters Score -5796037 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5796690.000000 Penalty: 5282.910156
	Iteration 5Q: 3 clusters Score -5796690 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -5797485.500000 Penalty: 5282.910156
	Iteration 6Q: 3 clusters Score -5797486 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -5798305.500000 Penalty: 5282.910156
	Iteration 7Q: 3 clusters Score -5798306 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -5799291.000000 Penalty: 5282.910156
	Iteration 8Q: 3 clusters Score -5799291 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -5800422.500000 Penalty: 5282.910156
	Iteration 9Q: 3 clusters Score -5800422 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -5801763.000000 Penalty: 5282.910156
	Iteration 10Q: 3 clusters Score -5801763 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -5803121.500000 Penalty: 5282.910156
	Iteration 11Q: 3 clusters Score -5803122 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -5804509.000000 Penalty: 5282.910156
	Iteration 12Q: 3 clusters Score -5804509 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -5805849.000000 Penalty: 5282.910156
	Iteration 13Q: 3 clusters Score -5805849 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -5806964.500000 Penalty: 5282.910156
	Iteration 14Q: 3 clusters Score -5806964 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -5807830.000000 Penalty: 5282.910156
	Iteration 15Q: 3 clusters Score -5807830 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5808420.000000 Penalty: 5282.910156
	Iteration 16Q: 3 clusters Score -5808420 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5808863.500000 Penalty: 5282.910156
	Iteration 17Q: 3 clusters Score -5808864 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5809163.000000 Penalty: 5282.910156
	Iteration 18Q: 3 clusters Score -5809163 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5809395.500000 Penalty: 5282.910156
	Iteration 19Q: 3 clusters Score -5809396 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5809544.000000 Penalty: 5282.910156
	Iteration 20F: 3 clusters Score -5809544 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5809626.500000 Penalty: 5282.910156
	Iteration 21Q: 3 clusters Score -5809626 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5809703.500000 Penalty: 5282.910156
	Iteration 22Q: 3 clusters Score -5809704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5809764.000000 Penalty: 5282.910156
	Iteration 23Q: 3 clusters Score -5809764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5809808.500000 Penalty: 5282.910156
	Iteration 24Q: 3 clusters Score -5809808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5809836.500000 Penalty: 5282.910156
	Iteration 25Q: 3 clusters Score -5809836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5809855.500000 Penalty: 5282.910156
	Iteration 26Q: 3 clusters Score -5809856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5809871.000000 Penalty: 5282.910156
	Iteration 27Q: 3 clusters Score -5809871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5809896.500000 Penalty: 5282.910156
	Iteration 28Q: 3 clusters Score -5809896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5809891.000000 Penalty: 5282.910156
	Iteration 29Q: 3 clusters Score -5809891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5809903.500000 Penalty: 5282.910156
	Iteration 30Q: 3 clusters Score -5809904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5809911.500000 Penalty: 5282.910156
	Iteration 31Q: 3 clusters Score -5809912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5809917.000000 Penalty: 5282.910156
	Iteration 32Q: 3 clusters Score -5809917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5809919.000000 Penalty: 5282.910156
	Iteration 33Q: 3 clusters Score -5809919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5809928.000000 Penalty: 5282.910156
	Iteration 34Q: 3 clusters Score -5809928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5809923.000000 Penalty: 5282.910156
	Iteration 35Q: 3 clusters Score -5809923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5809927.000000 Penalty: 5282.910156
	Iteration 36Q: 3 clusters Score -5809927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5809927.000000 Penalty: 5282.910156
	Iteration 37F: 3 clusters Score -5809927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91044 members 
Entering Unmasked Estep 
Score: -12968505.000000 Penalty: 2831.936279
	Iteration 0F: 2 clusters Score -1.29685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -12907353.000000 Penalty: 5663.872559
	Iteration 0F: 3 clusters Score -1.290735e+07 nChanged 43164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -12932020.000000 Penalty: 5663.872559
	Iteration 1F: 3 clusters Score -1.293202e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -12932543.000000 Penalty: 5663.872559
	Iteration 2Q: 3 clusters Score -1.293254e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -12933305.000000 Penalty: 5663.872559
	Iteration 3Q: 3 clusters Score -1.29333e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -12934362.000000 Penalty: 5663.872559
	Iteration 4Q: 3 clusters Score -1.293436e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -12935987.000000 Penalty: 5663.872559
	Iteration 5Q: 3 clusters Score -1.293599e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -12938689.000000 Penalty: 5663.872559
	Iteration 6F: 3 clusters Score -1.293869e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -12943127.000000 Penalty: 5663.872559
	Iteration 7F: 3 clusters Score -1.294313e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -12949715.000000 Penalty: 5663.872559
	Iteration 8F: 3 clusters Score -1.294972e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 79856 members 
Entering Unmasked Estep 
Score: -12956980.000000 Penalty: 5663.872559
	Iteration 9F: 3 clusters Score -1.295698e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 84952 members 
Entering Unmasked Estep 
Score: -12962092.000000 Penalty: 5663.872559
	Iteration 10F: 3 clusters Score -1.296209e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -12964602.000000 Penalty: 5663.872559
	Iteration 11Q: 3 clusters Score -1.29646e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 88794 members 
Entering Unmasked Estep 
Score: -12965798.000000 Penalty: 5663.872559
	Iteration 12Q: 3 clusters Score -1.29658e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 89315 members 
Entering Unmasked Estep 
Score: -12966293.000000 Penalty: 5663.872559
	Iteration 13Q: 3 clusters Score -1.296629e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -12966593.000000 Penalty: 5663.872559
	Iteration 14Q: 3 clusters Score -1.296659e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -12966771.000000 Penalty: 5663.872559
	Iteration 15Q: 3 clusters Score -1.296677e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -12966874.000000 Penalty: 5663.872559
	Iteration 16Q: 3 clusters Score -1.296687e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 89935 members 
Entering Unmasked Estep 
Score: -12966951.000000 Penalty: 5663.872559
	Iteration 17Q: 3 clusters Score -1.296695e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -12966991.000000 Penalty: 5663.872559
	Iteration 18Q: 3 clusters Score -1.296699e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 90005 members 
Entering Unmasked Estep 
Score: -12967023.000000 Penalty: 5663.872559
	Iteration 19Q: 3 clusters Score -1.296702e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
Score: -12967039.000000 Penalty: 5663.872559
	Iteration 20F: 3 clusters Score -1.296704e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -12967046.000000 Penalty: 5663.872559
	Iteration 21Q: 3 clusters Score -1.296705e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -12967073.000000 Penalty: 5663.872559
	Iteration 22Q: 3 clusters Score -1.296707e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 90072 members 
Entering Unmasked Estep 
Score: -12967077.000000 Penalty: 5663.872559
	Iteration 23Q: 3 clusters Score -1.296708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -12967069.000000 Penalty: 5663.872559
	Iteration 24Q: 3 clusters Score -1.296707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 90091 members 
Entering Unmasked Estep 
Score: -12967094.000000 Penalty: 5663.872559
	Iteration 25Q: 3 clusters Score -1.296709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 90091 members 
Entering Unmasked Estep 
Score: -12967094.000000 Penalty: 5663.872559
	Iteration 26Q: 3 clusters Score -1.296709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -12967090.000000 Penalty: 5663.872559
	Iteration 27Q: 3 clusters Score -1.296709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -12967097.000000 Penalty: 5663.872559
	Iteration 28Q: 3 clusters Score -1.29671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -12967096.000000 Penalty: 5663.872559
	Iteration 29Q: 3 clusters Score -1.29671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 90096 members 
Entering Unmasked Estep 
Score: -12967093.000000 Penalty: 5663.872559
	Iteration 30Q: 3 clusters Score -1.296709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -12967094.000000 Penalty: 5663.872559
	Iteration 31Q: 3 clusters Score -1.296709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -12967094.000000 Penalty: 5663.872559
	Iteration 32F: 3 clusters Score -1.296709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (180334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180334 members 
Entering Unmasked Estep 
Score: -25638952.000000 Penalty: 3001.436279
	Iteration 0F: 2 clusters Score -2.563895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 89962 members 
Entering Unmasked Estep 
Score: -25540842.000000 Penalty: 6002.872559
	Iteration 0F: 3 clusters Score -2.554084e+07 nChanged 86228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 87012 members 
Entering Unmasked Estep 
Score: -25590366.000000 Penalty: 6002.872559
	Iteration 1F: 3 clusters Score -2.559037e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
Score: -25591450.000000 Penalty: 6002.872559
	Iteration 2Q: 3 clusters Score -2.559145e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97188 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -25592584.000000 Penalty: 6002.872559
	Iteration 3Q: 3 clusters Score -2.559258e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -25594374.000000 Penalty: 6002.872559
	Iteration 4Q: 3 clusters Score -2.559437e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106198 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -25597610.000000 Penalty: 6002.872559
	Iteration 5Q: 3 clusters Score -2.559761e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113786 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -25602524.000000 Penalty: 6002.872559
	Iteration 6F: 3 clusters Score -2.560252e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123294 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -25609936.000000 Penalty: 6002.872559
	Iteration 7F: 3 clusters Score -2.560994e+07 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133058 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -25618436.000000 Penalty: 6002.872559
	Iteration 8F: 3 clusters Score -2.561844e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140585 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -25625980.000000 Penalty: 6002.872559
	Iteration 9F: 3 clusters Score -2.562598e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145226 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -25631716.000000 Penalty: 6002.872559
	Iteration 10Q: 3 clusters Score -2.563172e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148250 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -25634414.000000 Penalty: 6002.872559
	Iteration 11Q: 3 clusters Score -2.563441e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150716 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -25635924.000000 Penalty: 6002.872559
	Iteration 12Q: 3 clusters Score -2.563592e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153158 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -25636824.000000 Penalty: 6002.872559
	Iteration 13Q: 3 clusters Score -2.563682e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155706 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -25637500.000000 Penalty: 6002.872559
	Iteration 14Q: 3 clusters Score -2.56375e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158328 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -25637886.000000 Penalty: 6002.872559
	Iteration 15Q: 3 clusters Score -2.563789e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160925 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -25638186.000000 Penalty: 6002.872559
	Iteration 16Q: 3 clusters Score -2.563819e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163554 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -25638134.000000 Penalty: 6002.872559
	Iteration 17Q: 3 clusters Score -2.563813e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166100 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -25638124.000000 Penalty: 6002.872559
	Iteration 18Q: 3 clusters Score -2.563812e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168443 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -25637978.000000 Penalty: 6002.872559
	Iteration 19Q: 3 clusters Score -2.563798e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -25637784.000000 Penalty: 6002.872559
	Iteration 20F: 3 clusters Score -2.563778e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172422 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -25637604.000000 Penalty: 6002.872559
	Iteration 21Q: 3 clusters Score -2.56376e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174006 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -25637498.000000 Penalty: 6002.872559
	Iteration 22Q: 3 clusters Score -2.56375e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175342 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -25637100.000000 Penalty: 6002.872559
	Iteration 23Q: 3 clusters Score -2.56371e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176399 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -25636848.000000 Penalty: 6002.872559
	Iteration 24Q: 3 clusters Score -2.563685e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177205 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -25636748.000000 Penalty: 6002.872559
	Iteration 25Q: 3 clusters Score -2.563675e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177814 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -25636740.000000 Penalty: 6002.872559
	Iteration 26Q: 3 clusters Score -2.563674e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178242 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -25636644.000000 Penalty: 6002.872559
	Iteration 27Q: 3 clusters Score -2.563664e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178562 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -25636612.000000 Penalty: 6002.872559
	Iteration 28Q: 3 clusters Score -2.563661e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178776 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -25636570.000000 Penalty: 6002.872559
	Iteration 29Q: 3 clusters Score -2.563657e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178938 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -25636594.000000 Penalty: 6002.872559
	Iteration 30Q: 3 clusters Score -2.563659e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179058 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -25636596.000000 Penalty: 6002.872559
	Iteration 31Q: 3 clusters Score -2.56366e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179143 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -25636598.000000 Penalty: 6002.872559
	Iteration 32Q: 3 clusters Score -2.56366e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179201 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -25636610.000000 Penalty: 6002.872559
	Iteration 33Q: 3 clusters Score -2.563661e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179258 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -25636596.000000 Penalty: 6002.872559
	Iteration 34Q: 3 clusters Score -2.56366e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179304 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -25636594.000000 Penalty: 6002.872559
	Iteration 35Q: 3 clusters Score -2.563659e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179349 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -25636630.000000 Penalty: 6002.872559
	Iteration 36Q: 3 clusters Score -2.563663e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179374 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -25636664.000000 Penalty: 6002.872559
	Iteration 37Q: 3 clusters Score -2.563666e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179401 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -25636654.000000 Penalty: 6002.872559
	Iteration 38Q: 3 clusters Score -2.563665e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179413 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -25636666.000000 Penalty: 6002.872559
	Iteration 39Q: 3 clusters Score -2.563667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179429 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -25636682.000000 Penalty: 6002.872559
	Iteration 40F: 3 clusters Score -2.563668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179441 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -25636672.000000 Penalty: 6002.872559
	Iteration 41Q: 3 clusters Score -2.563667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179452 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -25636650.000000 Penalty: 6002.872559
	Iteration 42Q: 3 clusters Score -2.563665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179458 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -25636636.000000 Penalty: 6002.872559
	Iteration 43Q: 3 clusters Score -2.563664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179464 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -25636658.000000 Penalty: 6002.872559
	Iteration 44Q: 3 clusters Score -2.563666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179471 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -25636642.000000 Penalty: 6002.872559
	Iteration 45Q: 3 clusters Score -2.563664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179477 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25636662.000000 Penalty: 6002.872559
	Iteration 46Q: 3 clusters Score -2.563666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179481 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -25636654.000000 Penalty: 6002.872559
	Iteration 47Q: 3 clusters Score -2.563665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179487 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -25636646.000000 Penalty: 6002.872559
	Iteration 48Q: 3 clusters Score -2.563665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179491 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -25636670.000000 Penalty: 6002.872559
	Iteration 49Q: 3 clusters Score -2.563667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179495 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -25636662.000000 Penalty: 6002.872559
	Iteration 50Q: 3 clusters Score -2.563666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179496 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -25636668.000000 Penalty: 6002.872559
	Iteration 51Q: 3 clusters Score -2.563667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179497 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -25636666.000000 Penalty: 6002.872559
	Iteration 52Q: 3 clusters Score -2.563667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179499 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -25636682.000000 Penalty: 6002.872559
	Iteration 53Q: 3 clusters Score -2.563668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179501 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -25636698.000000 Penalty: 6002.872559
	Iteration 54Q: 3 clusters Score -2.56367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179506 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -25636702.000000 Penalty: 6002.872559
	Iteration 55Q: 3 clusters Score -2.56367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179512 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -25636706.000000 Penalty: 6002.872559
	Iteration 56Q: 3 clusters Score -2.563671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179519 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -25636706.000000 Penalty: 6002.872559
	Iteration 57Q: 3 clusters Score -2.563671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179526 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -25636724.000000 Penalty: 6002.872559
	Iteration 58Q: 3 clusters Score -2.563672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179533 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -25636716.000000 Penalty: 6002.872559
	Iteration 59Q: 3 clusters Score -2.563672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179537 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -25636730.000000 Penalty: 6002.872559
	Iteration 60F: 3 clusters Score -2.563673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179543 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -25636728.000000 Penalty: 6002.872559
	Iteration 61Q: 3 clusters Score -2.563673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -25636716.000000 Penalty: 6002.872559
	Iteration 62Q: 3 clusters Score -2.563672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179548 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -25636724.000000 Penalty: 6002.872559
	Iteration 63Q: 3 clusters Score -2.563672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179550 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -25636732.000000 Penalty: 6002.872559
	Iteration 64Q: 3 clusters Score -2.563673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179553 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -25636724.000000 Penalty: 6002.872559
	Iteration 65Q: 3 clusters Score -2.563672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179559 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -25636718.000000 Penalty: 6002.872559
	Iteration 66Q: 3 clusters Score -2.563672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179560 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -25636720.000000 Penalty: 6002.872559
	Iteration 67Q: 3 clusters Score -2.563672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179561 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -25636710.000000 Penalty: 6002.872559
	Iteration 68Q: 3 clusters Score -2.563671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179563 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -25636710.000000 Penalty: 6002.872559
	Iteration 69Q: 3 clusters Score -2.563671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179565 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -25636708.000000 Penalty: 6002.872559
	Iteration 70Q: 3 clusters Score -2.563671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179565 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -25636706.000000 Penalty: 6002.872559
	Iteration 71Q: 3 clusters Score -2.563671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179567 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -25636718.000000 Penalty: 6002.872559
	Iteration 72Q: 3 clusters Score -2.563672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179568 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -25636716.000000 Penalty: 6002.872559
	Iteration 73Q: 3 clusters Score -2.563672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179567 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -25636720.000000 Penalty: 6002.872559
	Iteration 74Q: 3 clusters Score -2.563672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179567 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -25636720.000000 Penalty: 6002.872559
	Iteration 75F: 3 clusters Score -2.563672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158857 members 
Entering Unmasked Estep 
Score: -22305614.000000 Penalty: 2969.988281
	Iteration 0F: 2 clusters Score -2.230561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -22201358.000000 Penalty: 5939.976562
	Iteration 0F: 3 clusters Score -2.220136e+07 nChanged 75922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 83852 members 
Entering Unmasked Estep 
Score: -22245482.000000 Penalty: 5939.976562
	Iteration 1F: 3 clusters Score -2.224548e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -22246604.000000 Penalty: 5939.976562
	Iteration 2Q: 3 clusters Score -2.22466e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -22248664.000000 Penalty: 5939.976562
	Iteration 3Q: 3 clusters Score -2.224866e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 97588 members 
Entering Unmasked Estep 
Score: -22251878.000000 Penalty: 5939.976562
	Iteration 4Q: 3 clusters Score -2.225188e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 107142 members 
Entering Unmasked Estep 
Score: -22258062.000000 Penalty: 5939.976562
	Iteration 5F: 3 clusters Score -2.225806e+07 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 119967 members 
Entering Unmasked Estep 
Score: -22268548.000000 Penalty: 5939.976562
	Iteration 6F: 3 clusters Score -2.226855e+07 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -22281530.000000 Penalty: 5939.976562
	Iteration 7F: 3 clusters Score -2.228153e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 145231 members 
Entering Unmasked Estep 
Score: -22292662.000000 Penalty: 5939.976562
	Iteration 8F: 3 clusters Score -2.229266e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 151938 members 
Entering Unmasked Estep 
Score: -22299150.000000 Penalty: 5939.976562
	Iteration 9Q: 3 clusters Score -2.229915e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -22301958.000000 Penalty: 5939.976562
	Iteration 10Q: 3 clusters Score -2.230196e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 156065 members 
Entering Unmasked Estep 
Score: -22303036.000000 Penalty: 5939.976562
	Iteration 11Q: 3 clusters Score -2.230304e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 156442 members 
Entering Unmasked Estep 
Score: -22303504.000000 Penalty: 5939.976562
	Iteration 12Q: 3 clusters Score -2.23035e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 156592 members 
Entering Unmasked Estep 
Score: -22303734.000000 Penalty: 5939.976562
	Iteration 13Q: 3 clusters Score -2.230373e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 156669 members 
Entering Unmasked Estep 
Score: -22303878.000000 Penalty: 5939.976562
	Iteration 14Q: 3 clusters Score -2.230388e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 156706 members 
Entering Unmasked Estep 
Score: -22303938.000000 Penalty: 5939.976562
	Iteration 15Q: 3 clusters Score -2.230394e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 156729 members 
Entering Unmasked Estep 
Score: -22304020.000000 Penalty: 5939.976562
	Iteration 16Q: 3 clusters Score -2.230402e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 156748 members 
Entering Unmasked Estep 
Score: -22304068.000000 Penalty: 5939.976562
	Iteration 17Q: 3 clusters Score -2.230407e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 156764 members 
Entering Unmasked Estep 
Score: -22304066.000000 Penalty: 5939.976562
	Iteration 18Q: 3 clusters Score -2.230407e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 156781 members 
Entering Unmasked Estep 
Score: -22304042.000000 Penalty: 5939.976562
	Iteration 19Q: 3 clusters Score -2.230404e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 156797 members 
Entering Unmasked Estep 
Score: -22304018.000000 Penalty: 5939.976562
	Iteration 20F: 3 clusters Score -2.230402e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 156805 members 
Entering Unmasked Estep 
Score: -22304022.000000 Penalty: 5939.976562
	Iteration 21Q: 3 clusters Score -2.230402e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 156811 members 
Entering Unmasked Estep 
Score: -22304020.000000 Penalty: 5939.976562
	Iteration 22Q: 3 clusters Score -2.230402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 156815 members 
Entering Unmasked Estep 
Score: -22304020.000000 Penalty: 5939.976562
	Iteration 23Q: 3 clusters Score -2.230402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 156815 members 
Entering Unmasked Estep 
Score: -22304052.000000 Penalty: 5939.976562
	Iteration 24Q: 3 clusters Score -2.230405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 156819 members 
Entering Unmasked Estep 
Score: -22304044.000000 Penalty: 5939.976562
	Iteration 25Q: 3 clusters Score -2.230404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 156823 members 
Entering Unmasked Estep 
Score: -22304026.000000 Penalty: 5939.976562
	Iteration 26Q: 3 clusters Score -2.230403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 156824 members 
Entering Unmasked Estep 
Score: -22304028.000000 Penalty: 5939.976562
	Iteration 27Q: 3 clusters Score -2.230403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 156827 members 
Entering Unmasked Estep 
Score: -22304024.000000 Penalty: 5939.976562
	Iteration 28Q: 3 clusters Score -2.230402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 156828 members 
Entering Unmasked Estep 
Score: -22304018.000000 Penalty: 5939.976562
	Iteration 29Q: 3 clusters Score -2.230402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 156830 members 
Entering Unmasked Estep 
Score: -22304020.000000 Penalty: 5939.976562
	Iteration 30Q: 3 clusters Score -2.230402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 156833 members 
Entering Unmasked Estep 
Score: -22304012.000000 Penalty: 5939.976562
	Iteration 31Q: 3 clusters Score -2.230401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -22304016.000000 Penalty: 5939.976562
	Iteration 32Q: 3 clusters Score -2.230402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -22304016.000000 Penalty: 5939.976562
	Iteration 33Q: 3 clusters Score -2.230402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 156836 members 
Entering Unmasked Estep 
Score: -22304010.000000 Penalty: 5939.976562
	Iteration 34Q: 3 clusters Score -2.230401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -22304006.000000 Penalty: 5939.976562
	Iteration 35Q: 3 clusters Score -2.230401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 156837 members 
Entering Unmasked Estep 
Score: -22304006.000000 Penalty: 5939.976562
	Iteration 36F: 3 clusters Score -2.230401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107776 members 
Entering Unmasked Estep 
Score: -15303617.000000 Penalty: 2873.777100
	Iteration 0F: 2 clusters Score -1.530362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -15232292.000000 Penalty: 5747.554199
	Iteration 0F: 3 clusters Score -1.523229e+07 nChanged 51056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -15261870.000000 Penalty: 5747.554199
	Iteration 1F: 3 clusters Score -1.526187e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -15263316.000000 Penalty: 5747.554199
	Iteration 2Q: 3 clusters Score -1.526332e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -15265588.000000 Penalty: 5747.554199
	Iteration 3Q: 3 clusters Score -1.526559e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -15269198.000000 Penalty: 5747.554199
	Iteration 4F: 3 clusters Score -1.52692e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -15274438.000000 Penalty: 5747.554199
	Iteration 5F: 3 clusters Score -1.527444e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -15281227.000000 Penalty: 5747.554199
	Iteration 6F: 3 clusters Score -1.528123e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -15287557.000000 Penalty: 5747.554199
	Iteration 7F: 3 clusters Score -1.528756e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -15291964.000000 Penalty: 5747.554199
	Iteration 8F: 3 clusters Score -1.529196e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88668 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -15294231.000000 Penalty: 5747.554199
	Iteration 9Q: 3 clusters Score -1.529423e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -15295470.000000 Penalty: 5747.554199
	Iteration 10Q: 3 clusters Score -1.529547e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -15296388.000000 Penalty: 5747.554199
	Iteration 11Q: 3 clusters Score -1.529639e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94286 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -15297252.000000 Penalty: 5747.554199
	Iteration 12Q: 3 clusters Score -1.529725e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -15298155.000000 Penalty: 5747.554199
	Iteration 13Q: 3 clusters Score -1.529816e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -15298834.000000 Penalty: 5747.554199
	Iteration 14Q: 3 clusters Score -1.529883e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98388 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -15299503.000000 Penalty: 5747.554199
	Iteration 15Q: 3 clusters Score -1.52995e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99370 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -15300042.000000 Penalty: 5747.554199
	Iteration 16Q: 3 clusters Score -1.530004e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -15300542.000000 Penalty: 5747.554199
	Iteration 17Q: 3 clusters Score -1.530054e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -15300918.000000 Penalty: 5747.554199
	Iteration 18Q: 3 clusters Score -1.530092e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -15301140.000000 Penalty: 5747.554199
	Iteration 19Q: 3 clusters Score -1.530114e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -15301332.000000 Penalty: 5747.554199
	Iteration 20F: 3 clusters Score -1.530133e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102065 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -15301496.000000 Penalty: 5747.554199
	Iteration 21Q: 3 clusters Score -1.53015e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102351 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -15301590.000000 Penalty: 5747.554199
	Iteration 22Q: 3 clusters Score -1.530159e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102573 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -15301628.000000 Penalty: 5747.554199
	Iteration 23Q: 3 clusters Score -1.530163e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -15301656.000000 Penalty: 5747.554199
	Iteration 24Q: 3 clusters Score -1.530166e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102910 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -15301617.000000 Penalty: 5747.554199
	Iteration 25Q: 3 clusters Score -1.530162e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103035 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -15301634.000000 Penalty: 5747.554199
	Iteration 26Q: 3 clusters Score -1.530163e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103133 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -15301659.000000 Penalty: 5747.554199
	Iteration 27Q: 3 clusters Score -1.530166e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103223 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -15301673.000000 Penalty: 5747.554199
	Iteration 28Q: 3 clusters Score -1.530167e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -15301671.000000 Penalty: 5747.554199
	Iteration 29Q: 3 clusters Score -1.530167e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -15301693.000000 Penalty: 5747.554199
	Iteration 30Q: 3 clusters Score -1.530169e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -15301700.000000 Penalty: 5747.554199
	Iteration 31Q: 3 clusters Score -1.53017e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -15301706.000000 Penalty: 5747.554199
	Iteration 32Q: 3 clusters Score -1.530171e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -15301702.000000 Penalty: 5747.554199
	Iteration 33Q: 3 clusters Score -1.53017e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -15301680.000000 Penalty: 5747.554199
	Iteration 34Q: 3 clusters Score -1.530168e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103617 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -15301690.000000 Penalty: 5747.554199
	Iteration 35Q: 3 clusters Score -1.530169e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -15301696.000000 Penalty: 5747.554199
	Iteration 36Q: 3 clusters Score -1.53017e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -15301708.000000 Penalty: 5747.554199
	Iteration 37Q: 3 clusters Score -1.530171e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103704 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -15301730.000000 Penalty: 5747.554199
	Iteration 38Q: 3 clusters Score -1.530173e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -15301746.000000 Penalty: 5747.554199
	Iteration 39Q: 3 clusters Score -1.530175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -15301739.000000 Penalty: 5747.554199
	Iteration 40F: 3 clusters Score -1.530174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103778 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -15301732.000000 Penalty: 5747.554199
	Iteration 41Q: 3 clusters Score -1.530173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103810 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -15301748.000000 Penalty: 5747.554199
	Iteration 42Q: 3 clusters Score -1.530175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103838 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -15301755.000000 Penalty: 5747.554199
	Iteration 43Q: 3 clusters Score -1.530176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103866 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -15301754.000000 Penalty: 5747.554199
	Iteration 44Q: 3 clusters Score -1.530175e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -15301750.000000 Penalty: 5747.554199
	Iteration 45Q: 3 clusters Score -1.530175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -15301746.000000 Penalty: 5747.554199
	Iteration 46Q: 3 clusters Score -1.530175e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -15301756.000000 Penalty: 5747.554199
	Iteration 47Q: 3 clusters Score -1.530176e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -15301748.000000 Penalty: 5747.554199
	Iteration 48Q: 3 clusters Score -1.530175e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -15301768.000000 Penalty: 5747.554199
	Iteration 49Q: 3 clusters Score -1.530177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -15301768.000000 Penalty: 5747.554199
	Iteration 50Q: 3 clusters Score -1.530177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104025 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -15301745.000000 Penalty: 5747.554199
	Iteration 51Q: 3 clusters Score -1.530174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104029 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -15301754.000000 Penalty: 5747.554199
	Iteration 52Q: 3 clusters Score -1.530175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104032 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -15301755.000000 Penalty: 5747.554199
	Iteration 53Q: 3 clusters Score -1.530176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -15301760.000000 Penalty: 5747.554199
	Iteration 54Q: 3 clusters Score -1.530176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -15301767.000000 Penalty: 5747.554199
	Iteration 55Q: 3 clusters Score -1.530177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104045 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -15301769.000000 Penalty: 5747.554199
	Iteration 56Q: 3 clusters Score -1.530177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -15301780.000000 Penalty: 5747.554199
	Iteration 57Q: 3 clusters Score -1.530178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104057 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -15301782.000000 Penalty: 5747.554199
	Iteration 58Q: 3 clusters Score -1.530178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -15301781.000000 Penalty: 5747.554199
	Iteration 59Q: 3 clusters Score -1.530178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104067 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -15301778.000000 Penalty: 5747.554199
	Iteration 60F: 3 clusters Score -1.530178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104071 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -15301783.000000 Penalty: 5747.554199
	Iteration 61Q: 3 clusters Score -1.530178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104076 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -15301781.000000 Penalty: 5747.554199
	Iteration 62Q: 3 clusters Score -1.530178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104078 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -15301781.000000 Penalty: 5747.554199
	Iteration 63Q: 3 clusters Score -1.530178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104078 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -15301781.000000 Penalty: 5747.554199
	Iteration 64F: 3 clusters Score -1.530178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Entering Unmasked Estep 
Score: -1404070.250000 Penalty: 2283.593262
	Iteration 0F: 2 clusters Score -1404070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1396443.500000 Penalty: 4567.186523
	Iteration 0F: 3 clusters Score -1396444 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1398646.375000 Penalty: 4567.186523
	Iteration 1F: 3 clusters Score -1398646 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1398932.125000 Penalty: 4567.186523
	Iteration 2F: 3 clusters Score -1398932 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1399153.875000 Penalty: 4567.186523
	Iteration 3Q: 3 clusters Score -1399154 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1399361.875000 Penalty: 4567.186523
	Iteration 4Q: 3 clusters Score -1399362 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1399547.750000 Penalty: 4567.186523
	Iteration 5Q: 3 clusters Score -1399548 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1399707.250000 Penalty: 4567.186523
	Iteration 6Q: 3 clusters Score -1399707 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1399885.000000 Penalty: 4567.186523
	Iteration 7Q: 3 clusters Score -1399885 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1400072.875000 Penalty: 4567.186523
	Iteration 8Q: 3 clusters Score -1400073 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1400276.875000 Penalty: 4567.186523
	Iteration 9Q: 3 clusters Score -1400277 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1400475.375000 Penalty: 4567.186523
	Iteration 10Q: 3 clusters Score -1400475 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1400701.250000 Penalty: 4567.186523
	Iteration 11Q: 3 clusters Score -1400701 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1400915.250000 Penalty: 4567.186523
	Iteration 12Q: 3 clusters Score -1400915 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1401103.250000 Penalty: 4567.186523
	Iteration 13Q: 3 clusters Score -1401103 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1401273.750000 Penalty: 4567.186523
	Iteration 14Q: 3 clusters Score -1401274 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1401452.125000 Penalty: 4567.186523
	Iteration 15Q: 3 clusters Score -1401452 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1401611.500000 Penalty: 4567.186523
	Iteration 16Q: 3 clusters Score -1401612 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1401778.500000 Penalty: 4567.186523
	Iteration 17Q: 3 clusters Score -1401778 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1401932.000000 Penalty: 4567.186523
	Iteration 18Q: 3 clusters Score -1401932 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1402110.750000 Penalty: 4567.186523
	Iteration 19Q: 3 clusters Score -1402111 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1402306.375000 Penalty: 4567.186523
	Iteration 20F: 3 clusters Score -1402306 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1402496.750000 Penalty: 4567.186523
	Iteration 21Q: 3 clusters Score -1402497 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1402628.875000 Penalty: 4567.186523
	Iteration 22Q: 3 clusters Score -1402629 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1402706.000000 Penalty: 4567.186523
	Iteration 23Q: 3 clusters Score -1402706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1402744.500000 Penalty: 4567.186523
	Iteration 24Q: 3 clusters Score -1402744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1402753.375000 Penalty: 4567.186523
	Iteration 25Q: 3 clusters Score -1402753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1402764.250000 Penalty: 4567.186523
	Iteration 26Q: 3 clusters Score -1402764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1402767.375000 Penalty: 4567.186523
	Iteration 27Q: 3 clusters Score -1402767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1402768.250000 Penalty: 4567.186523
	Iteration 28Q: 3 clusters Score -1402768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1402767.375000 Penalty: 4567.186523
	Iteration 29Q: 3 clusters Score -1402767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1402769.375000 Penalty: 4567.186523
	Iteration 30Q: 3 clusters Score -1402769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1402769.375000 Penalty: 4567.186523
	Iteration 31F: 3 clusters Score -1402769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -102591.257812 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -102591.3 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 435 members 
Entering Unmasked Estep 
Score: -100862.750000 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -100862.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101230.453125 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -101230.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101464.273438 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -101464.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101763.257812 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -101763.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102534.468750 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -102534.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102826.796875 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -102826.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -103072.937500 Penalty: 3347.384766
	Iteration 6F: 3 clusters Score -103072.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -103387.671875 Penalty: 3347.384766
	Iteration 7F: 3 clusters Score -103387.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -103578.203125 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -103578.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -103646.914062 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -103646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -103687.687500 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -103687.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -103692.671875 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -103692.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -103698.945312 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -103698.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -103703.148438 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -103703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -103703.148438 Penalty: 3347.384766
	Iteration 14F: 3 clusters Score -103703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158258 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 57620 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91044 members 
Mstep: Class 13 contains 180334 members 
Mstep: Class 14 contains 158857 members 
Mstep: Class 16 contains 107776 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 196 members 
Mstep: Class 20 contains 83803 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 90133 members 
Entering Unmasked Estep 
Score: -147040608.000000 Penalty: 72245.875000
Splitting cluster 19 changes total score from -147041360.000000 to -147040608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (83803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Entering Unmasked Estep 
Score: -11922079.000000 Penalty: 2811.383545
	Iteration 0F: 2 clusters Score -1.192208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -11866343.000000 Penalty: 5622.767090
	Iteration 0F: 3 clusters Score -1.186634e+07 nChanged 39238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -11888435.000000 Penalty: 5622.767090
	Iteration 1F: 3 clusters Score -1.188844e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -11888972.000000 Penalty: 5622.767090
	Iteration 2Q: 3 clusters Score -1.188897e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -11889539.000000 Penalty: 5622.767090
	Iteration 3Q: 3 clusters Score -1.188954e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -11890403.000000 Penalty: 5622.767090
	Iteration 4Q: 3 clusters Score -1.18904e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -11891369.000000 Penalty: 5622.767090
	Iteration 5Q: 3 clusters Score -1.189137e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -11892746.000000 Penalty: 5622.767090
	Iteration 6Q: 3 clusters Score -1.189275e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -11895171.000000 Penalty: 5622.767090
	Iteration 7F: 3 clusters Score -1.189517e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -11898974.000000 Penalty: 5622.767090
	Iteration 8F: 3 clusters Score -1.189897e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -11904047.000000 Penalty: 5622.767090
	Iteration 9F: 3 clusters Score -1.190405e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -11909320.000000 Penalty: 5622.767090
	Iteration 10F: 3 clusters Score -1.190932e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -11913015.000000 Penalty: 5622.767090
	Iteration 11F: 3 clusters Score -1.191302e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -11915290.000000 Penalty: 5622.767090
	Iteration 12Q: 3 clusters Score -1.191529e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77172 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -11916601.000000 Penalty: 5622.767090
	Iteration 13Q: 3 clusters Score -1.19166e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78377 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -11917536.000000 Penalty: 5622.767090
	Iteration 14Q: 3 clusters Score -1.191754e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -11918088.000000 Penalty: 5622.767090
	Iteration 15Q: 3 clusters Score -1.191809e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -11918443.000000 Penalty: 5622.767090
	Iteration 16Q: 3 clusters Score -1.191844e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -11918735.000000 Penalty: 5622.767090
	Iteration 17Q: 3 clusters Score -1.191874e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -11918929.000000 Penalty: 5622.767090
	Iteration 18Q: 3 clusters Score -1.191893e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81039 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -11919143.000000 Penalty: 5622.767090
	Iteration 19Q: 3 clusters Score -1.191914e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -11919319.000000 Penalty: 5622.767090
	Iteration 20F: 3 clusters Score -1.191932e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -11919478.000000 Penalty: 5622.767090
	Iteration 21Q: 3 clusters Score -1.191948e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -11919576.000000 Penalty: 5622.767090
	Iteration 22Q: 3 clusters Score -1.191958e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -11919687.000000 Penalty: 5622.767090
	Iteration 23Q: 3 clusters Score -1.191969e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -11919738.000000 Penalty: 5622.767090
	Iteration 24Q: 3 clusters Score -1.191974e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81802 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -11919810.000000 Penalty: 5622.767090
	Iteration 25Q: 3 clusters Score -1.191981e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -11919826.000000 Penalty: 5622.767090
	Iteration 26Q: 3 clusters Score -1.191983e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -11919865.000000 Penalty: 5622.767090
	Iteration 27Q: 3 clusters Score -1.191986e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -11919888.000000 Penalty: 5622.767090
	Iteration 28Q: 3 clusters Score -1.191989e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -11919913.000000 Penalty: 5622.767090
	Iteration 29Q: 3 clusters Score -1.191991e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -11919929.000000 Penalty: 5622.767090
	Iteration 30Q: 3 clusters Score -1.191993e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -11919939.000000 Penalty: 5622.767090
	Iteration 31Q: 3 clusters Score -1.191994e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11919949.000000 Penalty: 5622.767090
	Iteration 32Q: 3 clusters Score -1.191995e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -11919976.000000 Penalty: 5622.767090
	Iteration 33Q: 3 clusters Score -1.191998e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -11919996.000000 Penalty: 5622.767090
	Iteration 34Q: 3 clusters Score -1.192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -11919994.000000 Penalty: 5622.767090
	Iteration 35Q: 3 clusters Score -1.191999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -11920003.000000 Penalty: 5622.767090
	Iteration 36Q: 3 clusters Score -1.192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -11920011.000000 Penalty: 5622.767090
	Iteration 37Q: 3 clusters Score -1.192001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -11920007.000000 Penalty: 5622.767090
	Iteration 38Q: 3 clusters Score -1.192001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -11920009.000000 Penalty: 5622.767090
	Iteration 39Q: 3 clusters Score -1.192001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -11920017.000000 Penalty: 5622.767090
	Iteration 40F: 3 clusters Score -1.192002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11920011.000000 Penalty: 5622.767090
	Iteration 41Q: 3 clusters Score -1.192001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11920014.000000 Penalty: 5622.767090
	Iteration 42Q: 3 clusters Score -1.192001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -11920010.000000 Penalty: 5622.767090
	Iteration 43Q: 3 clusters Score -1.192001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11920005.000000 Penalty: 5622.767090
	Iteration 44Q: 3 clusters Score -1.192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -11920011.000000 Penalty: 5622.767090
	Iteration 45Q: 3 clusters Score -1.192001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -11920021.000000 Penalty: 5622.767090
	Iteration 46Q: 3 clusters Score -1.192002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82196 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11920035.000000 Penalty: 5622.767090
	Iteration 47Q: 3 clusters Score -1.192004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -11920036.000000 Penalty: 5622.767090
	Iteration 48Q: 3 clusters Score -1.192004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11920029.000000 Penalty: 5622.767090
	Iteration 49Q: 3 clusters Score -1.192003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11920022.000000 Penalty: 5622.767090
	Iteration 50Q: 3 clusters Score -1.192002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11920025.000000 Penalty: 5622.767090
	Iteration 51Q: 3 clusters Score -1.192002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11920017.000000 Penalty: 5622.767090
	Iteration 52Q: 3 clusters Score -1.192002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11920041.000000 Penalty: 5622.767090
	Iteration 53Q: 3 clusters Score -1.192004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -11920036.000000 Penalty: 5622.767090
	Iteration 54Q: 3 clusters Score -1.192004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11920043.000000 Penalty: 5622.767090
	Iteration 55Q: 3 clusters Score -1.192004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11920043.000000 Penalty: 5622.767090
	Iteration 56Q: 3 clusters Score -1.192004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -11920034.000000 Penalty: 5622.767090
	Iteration 57Q: 3 clusters Score -1.192003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11920031.000000 Penalty: 5622.767090
	Iteration 58Q: 3 clusters Score -1.192003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11920031.000000 Penalty: 5622.767090
	Iteration 59F: 3 clusters Score -1.192003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Entering Unmasked Estep 
Score: -299347.437500 Penalty: 1911.239990
	Iteration 0F: 2 clusters Score -299347.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -296596.656250 Penalty: 3822.479980
	Iteration 0F: 3 clusters Score -296596.7 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297062.093750 Penalty: 3822.479980
	Iteration 1F: 3 clusters Score -297062.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -297165.093750 Penalty: 3822.479980
	Iteration 2F: 3 clusters Score -297165.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -297232.000000 Penalty: 3822.479980
	Iteration 3Q: 3 clusters Score -297232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -297285.781250 Penalty: 3822.479980
	Iteration 4Q: 3 clusters Score -297285.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -297321.437500 Penalty: 3822.479980
	Iteration 5Q: 3 clusters Score -297321.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -297344.875000 Penalty: 3822.479980
	Iteration 6Q: 3 clusters Score -297344.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -297356.937500 Penalty: 3822.479980
	Iteration 7Q: 3 clusters Score -297356.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -297364.312500 Penalty: 3822.479980
	Iteration 8Q: 3 clusters Score -297364.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -297371.718750 Penalty: 3822.479980
	Iteration 9Q: 3 clusters Score -297371.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -297385.625000 Penalty: 3822.479980
	Iteration 10Q: 3 clusters Score -297385.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -297398.625000 Penalty: 3822.479980
	Iteration 11Q: 3 clusters Score -297398.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -297413.500000 Penalty: 3822.479980
	Iteration 12Q: 3 clusters Score -297413.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -297434.812500 Penalty: 3822.479980
	Iteration 13Q: 3 clusters Score -297434.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -297445.468750 Penalty: 3822.479980
	Iteration 14Q: 3 clusters Score -297445.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -297451.000000 Penalty: 3822.479980
	Iteration 15Q: 3 clusters Score -297451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -297457.218750 Penalty: 3822.479980
	Iteration 16Q: 3 clusters Score -297457.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -297463.312500 Penalty: 3822.479980
	Iteration 17Q: 3 clusters Score -297463.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -297471.187500 Penalty: 3822.479980
	Iteration 18Q: 3 clusters Score -297471.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -297479.843750 Penalty: 3822.479980
	Iteration 19Q: 3 clusters Score -297479.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -297487.968750 Penalty: 3822.479980
	Iteration 20F: 3 clusters Score -297488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -297493.718750 Penalty: 3822.479980
	Iteration 21Q: 3 clusters Score -297493.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -297499.781250 Penalty: 3822.479980
	Iteration 22Q: 3 clusters Score -297499.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -297506.531250 Penalty: 3822.479980
	Iteration 23Q: 3 clusters Score -297506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -297511.500000 Penalty: 3822.479980
	Iteration 24Q: 3 clusters Score -297511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -297515.375000 Penalty: 3822.479980
	Iteration 25Q: 3 clusters Score -297515.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297521.718750 Penalty: 3822.479980
	Iteration 26Q: 3 clusters Score -297521.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297528.281250 Penalty: 3822.479980
	Iteration 27Q: 3 clusters Score -297528.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -297535.312500 Penalty: 3822.479980
	Iteration 28Q: 3 clusters Score -297535.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -297541.593750 Penalty: 3822.479980
	Iteration 29Q: 3 clusters Score -297541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -297545.000000 Penalty: 3822.479980
	Iteration 30Q: 3 clusters Score -297545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -297550.093750 Penalty: 3822.479980
	Iteration 31Q: 3 clusters Score -297550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -297553.843750 Penalty: 3822.479980
	Iteration 32Q: 3 clusters Score -297553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -297554.718750 Penalty: 3822.479980
	Iteration 33Q: 3 clusters Score -297554.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -297555.875000 Penalty: 3822.479980
	Iteration 34Q: 3 clusters Score -297555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -297556.375000 Penalty: 3822.479980
	Iteration 35Q: 3 clusters Score -297556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -297556.375000 Penalty: 3822.479980
	Iteration 36F: 3 clusters Score -297556.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -57325.082031 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -57325.08 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 212 members 
Entering Unmasked Estep 
Score: -55938.011719 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -55938.01 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -56270.917969 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -56270.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -56536.457031 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -56536.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -56830.238281 Penalty: 3025.758301
	Iteration 3F: 3 clusters Score -56830.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -57201.421875 Penalty: 3025.758301
	Iteration 4F: 3 clusters Score -57201.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -57492.097656 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -57492.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -57697.488281 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -57697.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -57825.699219 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -57825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -57852.898438 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -57852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -57875.730469 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -57875.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -57914.855469 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -57914.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -57924.894531 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -57924.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -57936.210938 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -57936.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -57936.984375 Penalty: 3025.758301
	Iteration 13F: 3 clusters Score -57936.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -57939.640625 Penalty: 3025.758301
	Iteration 14Q: 3 clusters Score -57939.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -57939.640625 Penalty: 3025.758301
	Iteration 15F: 3 clusters Score -57939.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1849 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 158258 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 65 members 
Mstep: Class 9 contains 57620 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 42236 members 
Mstep: Class 12 contains 91044 members 
Mstep: Class 13 contains 180334 members 
Mstep: Class 14 contains 158857 members 
Mstep: Class 16 contains 107776 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 83803 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 381 members 
Mstep: Class 23 contains 90133 members 
Entering Unmasked Estep 
Score: -147040096.000000 Penalty: 72245.875000
Splitting cluster 22 changes total score from -147041360.000000 to -147040096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (90133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Entering Unmasked Estep 
Score: -12808212.000000 Penalty: 2829.442383
	Iteration 0F: 2 clusters Score -1.280821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -12748130.000000 Penalty: 5658.884766
	Iteration 0F: 3 clusters Score -1.274813e+07 nChanged 42556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -12772429.000000 Penalty: 5658.884766
	Iteration 1F: 3 clusters Score -1.277243e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -12773526.000000 Penalty: 5658.884766
	Iteration 2Q: 3 clusters Score -1.277353e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -12774964.000000 Penalty: 5658.884766
	Iteration 3Q: 3 clusters Score -1.277496e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -12776943.000000 Penalty: 5658.884766
	Iteration 4Q: 3 clusters Score -1.277694e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -12780204.000000 Penalty: 5658.884766
	Iteration 5F: 3 clusters Score -1.27802e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -12784558.000000 Penalty: 5658.884766
	Iteration 6F: 3 clusters Score -1.278456e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -12790009.000000 Penalty: 5658.884766
	Iteration 7F: 3 clusters Score -1.279001e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -12795343.000000 Penalty: 5658.884766
	Iteration 8F: 3 clusters Score -1.279534e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -12799482.000000 Penalty: 5658.884766
	Iteration 9F: 3 clusters Score -1.279948e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -12802107.000000 Penalty: 5658.884766
	Iteration 10Q: 3 clusters Score -1.280211e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -12803447.000000 Penalty: 5658.884766
	Iteration 11Q: 3 clusters Score -1.280345e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85973 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -12804271.000000 Penalty: 5658.884766
	Iteration 12Q: 3 clusters Score -1.280427e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -12804761.000000 Penalty: 5658.884766
	Iteration 13Q: 3 clusters Score -1.280476e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -12805098.000000 Penalty: 5658.884766
	Iteration 14Q: 3 clusters Score -1.28051e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -12805288.000000 Penalty: 5658.884766
	Iteration 15Q: 3 clusters Score -1.280529e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -12805400.000000 Penalty: 5658.884766
	Iteration 16Q: 3 clusters Score -1.28054e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -12805523.000000 Penalty: 5658.884766
	Iteration 17Q: 3 clusters Score -1.280552e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -12805586.000000 Penalty: 5658.884766
	Iteration 18Q: 3 clusters Score -1.280559e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88413 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -12805660.000000 Penalty: 5658.884766
	Iteration 19Q: 3 clusters Score -1.280566e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -12805725.000000 Penalty: 5658.884766
	Iteration 20F: 3 clusters Score -1.280572e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88616 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -12805762.000000 Penalty: 5658.884766
	Iteration 21Q: 3 clusters Score -1.280576e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88701 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12805778.000000 Penalty: 5658.884766
	Iteration 22Q: 3 clusters Score -1.280578e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12805811.000000 Penalty: 5658.884766
	Iteration 23Q: 3 clusters Score -1.280581e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -12805868.000000 Penalty: 5658.884766
	Iteration 24Q: 3 clusters Score -1.280587e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88917 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -12805867.000000 Penalty: 5658.884766
	Iteration 25Q: 3 clusters Score -1.280587e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -12805871.000000 Penalty: 5658.884766
	Iteration 26Q: 3 clusters Score -1.280587e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88993 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -12805906.000000 Penalty: 5658.884766
	Iteration 27Q: 3 clusters Score -1.280591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89022 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12805917.000000 Penalty: 5658.884766
	Iteration 28Q: 3 clusters Score -1.280592e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12805934.000000 Penalty: 5658.884766
	Iteration 29Q: 3 clusters Score -1.280593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -12805933.000000 Penalty: 5658.884766
	Iteration 30Q: 3 clusters Score -1.280593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89086 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12805936.000000 Penalty: 5658.884766
	Iteration 31Q: 3 clusters Score -1.280594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89100 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12805947.000000 Penalty: 5658.884766
	Iteration 32Q: 3 clusters Score -1.280595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -12805947.000000 Penalty: 5658.884766
	Iteration 33Q: 3 clusters Score -1.280595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12805944.000000 Penalty: 5658.884766
	Iteration 34Q: 3 clusters Score -1.280594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89132 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12805941.000000 Penalty: 5658.884766
	Iteration 35Q: 3 clusters Score -1.280594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89140 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12805951.000000 Penalty: 5658.884766
	Iteration 36Q: 3 clusters Score -1.280595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89149 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12805957.000000 Penalty: 5658.884766
	Iteration 37Q: 3 clusters Score -1.280596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89162 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -12805977.000000 Penalty: 5658.884766
	Iteration 38Q: 3 clusters Score -1.280598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89176 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12805967.000000 Penalty: 5658.884766
	Iteration 39Q: 3 clusters Score -1.280597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12805968.000000 Penalty: 5658.884766
	Iteration 40F: 3 clusters Score -1.280597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12805968.000000 Penalty: 5658.884766
	Iteration 41Q: 3 clusters Score -1.280597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89189 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12805968.000000 Penalty: 5658.884766
	Iteration 42Q: 3 clusters Score -1.280597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12805981.000000 Penalty: 5658.884766
	Iteration 43Q: 3 clusters Score -1.280598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12805983.000000 Penalty: 5658.884766
	Iteration 44Q: 3 clusters Score -1.280598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12805976.000000 Penalty: 5658.884766
	Iteration 45Q: 3 clusters Score -1.280598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12805977.000000 Penalty: 5658.884766
	Iteration 46Q: 3 clusters Score -1.280598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -12805971.000000 Penalty: 5658.884766
	Iteration 47Q: 3 clusters Score -1.280597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12805966.000000 Penalty: 5658.884766
	Iteration 48Q: 3 clusters Score -1.280597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12805966.000000 Penalty: 5658.884766
	Iteration 49F: 3 clusters Score -1.280597e+07 nChanged 0
--- Evaluating fit on full set of 3174649 points ---
Entering Unmasked Estep 
Score: -432699008.000000 Penalty: 74254.710938
24->21 Clusters: Score -432699008.000000, best is -433696768.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1058216 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 44035 members 
Mstep: Class 3 contains 43983 members 
Mstep: Class 4 contains 44040 members 
Mstep: Class 5 contains 44189 members 
Mstep: Class 6 contains 44205 members 
Mstep: Class 7 contains 44065 members 
Mstep: Class 8 contains 44109 members 
Mstep: Class 9 contains 44416 members 
Mstep: Class 10 contains 43950 members 
Mstep: Class 11 contains 43931 members 
Mstep: Class 12 contains 43923 members 
Mstep: Class 13 contains 44139 members 
Mstep: Class 14 contains 44256 members 
Mstep: Class 15 contains 44566 members 
Mstep: Class 16 contains 44447 members 
Mstep: Class 17 contains 43891 members 
Mstep: Class 18 contains 43757 members 
Mstep: Class 19 contains 44219 members 
Mstep: Class 20 contains 43749 members 
Mstep: Class 21 contains 44299 members 
Mstep: Class 22 contains 43997 members 
Mstep: Class 23 contains 43700 members 
Mstep: Class 24 contains 44196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 41.939232 but Gain 3440.281250
Score: -138338288.000000 Penalty: 79126.429688
Iteration 0F: 24 clusters Score -1.383383e+08 nChanged 1013454
Entering Unmasked Mstep 
Mstep: Class 0 contains 3235 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 33929 members 
Mstep: Class 3 contains 3336 members 
Mstep: Class 4 contains 24903 members 
Mstep: Class 5 contains 147 members 
Mstep: Class 6 contains 13354 members 
Mstep: Class 7 contains 14010 members 
Mstep: Class 8 contains 27728 members 
Mstep: Class 9 contains 11148 members 
Mstep: Class 10 contains 761674 members 
Mstep: Class 11 contains 15992 members 
Mstep: Class 12 contains 7432 members 
Mstep: Class 13 contains 4546 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 51292 members 
Mstep: Class 17 contains 1100 members 
Mstep: Class 18 contains 2268 members 
Mstep: Class 19 contains 44919 members 
Mstep: Class 20 contains 1736 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 21306 members 
Mstep: Class 23 contains 1210 members 
Mstep: Class 24 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 757.289124 but Gain 3440.281250
Score: -144902960.000000 Penalty: 75686.148438
Iteration 1F: 23 clusters Score -1.44903e+08 nChanged 224031
Entering Unmasked Mstep 
Mstep: Class 0 contains 3091 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 56510 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 21339 members 
Mstep: Class 5 contains 359 members 
Mstep: Class 6 contains 10036 members 
Mstep: Class 7 contains 14388 members 
Mstep: Class 8 contains 34133 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 700767 members 
Mstep: Class 11 contains 7488 members 
Mstep: Class 12 contains 6605 members 
Mstep: Class 13 contains 2111 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 16 contains 74956 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 2224 members 
Mstep: Class 19 contains 65043 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 11571 members 
Mstep: Class 22 contains 29813 members 
Mstep: Class 24 contains 956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1546.616089 but Gain 3440.273438
Score: -145328320.000000 Penalty: 72245.875000
Iteration 2F: 22 clusters Score -1.453283e+08 nChanged 247261
Entering Unmasked Mstep 
Mstep: Class 0 contains 2507 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 107053 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 16590 members 
Mstep: Class 5 contains 905 members 
Mstep: Class 6 contains 7736 members 
Mstep: Class 7 contains 17936 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 526358 members 
Mstep: Class 11 contains 6796 members 
Mstep: Class 12 contains 7183 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 16 contains 131822 members 
Mstep: Class 17 contains 1218 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 108584 members 
Mstep: Class 20 contains 1589 members 
Mstep: Class 21 contains 25019 members 
Mstep: Class 22 contains 30319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1572.974487 but Gain 3440.281250
Score: -145882080.000000 Penalty: 68805.593750
Iteration 3F: 21 clusters Score -1.458821e+08 nChanged 278434
Entering Unmasked Mstep 
Mstep: Class 0 contains 1952 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 174074 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 9313 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 19187 members 
Mstep: Class 8 contains 53084 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 340567 members 
Mstep: Class 11 contains 7096 members 
Mstep: Class 12 contains 6800 members 
Mstep: Class 13 contains 543 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 16 contains 206444 members 
Mstep: Class 17 contains 1648 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 145989 members 
Mstep: Class 21 contains 39521 members 
Mstep: Class 22 contains 24788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1643.429810 but Gain 3440.281250
Score: -146395440.000000 Penalty: 65365.312500
Iteration 4F: 20 clusters Score -1.463954e+08 nChanged 200188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1892 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 196514 members 
Mstep: Class 3 contains 1301 members 
Mstep: Class 4 contains 5888 members 
Mstep: Class 5 contains 1350 members 
Mstep: Class 6 contains 5230 members 
Mstep: Class 7 contains 15986 members 
Mstep: Class 8 contains 46765 members 
Mstep: Class 10 contains 282319 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 5396 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 16 contains 252105 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 153500 members 
Mstep: Class 21 contains 46357 members 
Mstep: Class 22 contains 20459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146499792.000000 Penalty: 65365.312500
Iteration 5F: 20 clusters Score -1.464998e+08 nChanged 135380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1874 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 191421 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 5258 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 13794 members 
Mstep: Class 8 contains 43582 members 
Mstep: Class 10 contains 252723 members 
Mstep: Class 11 contains 5788 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 519 members 
Mstep: Class 14 contains 3238 members 
Mstep: Class 16 contains 278637 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 4889 members 
Mstep: Class 19 contains 164330 members 
Mstep: Class 21 contains 50259 members 
Mstep: Class 22 contains 19098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146560704.000000 Penalty: 65365.312500
Iteration 6F: 20 clusters Score -1.465607e+08 nChanged 105474
Entering Unmasked Mstep 
Mstep: Class 0 contains 1854 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 178455 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 5239 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 3756 members 
Mstep: Class 7 contains 12630 members 
Mstep: Class 8 contains 43657 members 
Mstep: Class 10 contains 233036 members 
Mstep: Class 11 contains 6800 members 
Mstep: Class 12 contains 5546 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 2931 members 
Mstep: Class 16 contains 290706 members 
Mstep: Class 17 contains 3179 members 
Mstep: Class 18 contains 5813 members 
Mstep: Class 19 contains 178099 members 
Mstep: Class 21 contains 53737 members 
Mstep: Class 22 contains 19457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146611008.000000 Penalty: 65365.312500
Iteration 7F: 20 clusters Score -1.46611e+08 nChanged 94652
Entering Unmasked Mstep 
Mstep: Class 0 contains 1845 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 166482 members 
Mstep: Class 3 contains 1170 members 
Mstep: Class 4 contains 5301 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 7 contains 12130 members 
Mstep: Class 8 contains 45174 members 
Mstep: Class 10 contains 221397 members 
Mstep: Class 11 contains 8867 members 
Mstep: Class 12 contains 6028 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 2674 members 
Mstep: Class 16 contains 294643 members 
Mstep: Class 17 contains 3855 members 
Mstep: Class 18 contains 7202 members 
Mstep: Class 19 contains 186310 members 
Mstep: Class 21 contains 56903 members 
Mstep: Class 22 contains 20542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146654048.000000 Penalty: 65365.312500
Iteration 8F: 20 clusters Score -1.46654e+08 nChanged 81955
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 161743 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 4 contains 5398 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 12275 members 
Mstep: Class 8 contains 47065 members 
Mstep: Class 10 contains 211073 members 
Mstep: Class 11 contains 11909 members 
Mstep: Class 12 contains 6320 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 16 contains 294928 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 187870 members 
Mstep: Class 21 contains 59594 members 
Mstep: Class 22 contains 21765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146692448.000000 Penalty: 65365.312500
Iteration 9F: 20 clusters Score -1.466924e+08 nChanged 68481
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 160539 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 5409 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 2216 members 
Mstep: Class 7 contains 12813 members 
Mstep: Class 8 contains 49363 members 
Mstep: Class 10 contains 202563 members 
Mstep: Class 11 contains 15677 members 
Mstep: Class 12 contains 6406 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 2325 members 
Mstep: Class 16 contains 292732 members 
Mstep: Class 17 contains 4868 members 
Mstep: Class 18 contains 10738 members 
Mstep: Class 19 contains 185911 members 
Mstep: Class 21 contains 61700 members 
Mstep: Class 22 contains 22989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146722944.000000 Penalty: 65365.312500
Iteration 10F: 20 clusters Score -1.467229e+08 nChanged 56529
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 160183 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 5395 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 13741 members 
Mstep: Class 8 contains 52402 members 
Mstep: Class 10 contains 195559 members 
Mstep: Class 11 contains 19887 members 
Mstep: Class 12 contains 6312 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 2218 members 
Mstep: Class 16 contains 289499 members 
Mstep: Class 17 contains 5235 members 
Mstep: Class 18 contains 12829 members 
Mstep: Class 19 contains 181684 members 
Mstep: Class 21 contains 63464 members 
Mstep: Class 22 contains 24085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146746224.000000 Penalty: 65365.312500
Iteration 11F: 20 clusters Score -1.467462e+08 nChanged 47898
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 159436 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5382 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 15100 members 
Mstep: Class 8 contains 56301 members 
Mstep: Class 10 contains 189714 members 
Mstep: Class 11 contains 24533 members 
Mstep: Class 12 contains 6217 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 16 contains 285698 members 
Mstep: Class 17 contains 5545 members 
Mstep: Class 18 contains 14922 members 
Mstep: Class 19 contains 176082 members 
Mstep: Class 21 contains 64931 members 
Mstep: Class 22 contains 25021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146767040.000000 Penalty: 65365.312500
Iteration 12Q: 20 clusters Score -1.46767e+08 nChanged 42357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 157288 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 5407 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 16718 members 
Mstep: Class 8 contains 61046 members 
Mstep: Class 10 contains 184699 members 
Mstep: Class 11 contains 29560 members 
Mstep: Class 12 contains 6157 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 16 contains 281080 members 
Mstep: Class 17 contains 5899 members 
Mstep: Class 18 contains 16958 members 
Mstep: Class 19 contains 170965 members 
Mstep: Class 21 contains 66015 members 
Mstep: Class 22 contains 25776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146787840.000000 Penalty: 65365.312500
Iteration 13Q: 20 clusters Score -1.467878e+08 nChanged 38631
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 154387 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5366 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 18587 members 
Mstep: Class 8 contains 66678 members 
Mstep: Class 10 contains 179452 members 
Mstep: Class 11 contains 34671 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 16 contains 276155 members 
Mstep: Class 17 contains 6257 members 
Mstep: Class 18 contains 18932 members 
Mstep: Class 19 contains 166790 members 
Mstep: Class 21 contains 66636 members 
Mstep: Class 22 contains 26394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146806432.000000 Penalty: 65365.312500
Iteration 14Q: 20 clusters Score -1.468064e+08 nChanged 36182
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 151076 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5325 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1455 members 
Mstep: Class 7 contains 20642 members 
Mstep: Class 8 contains 72946 members 
Mstep: Class 10 contains 174438 members 
Mstep: Class 11 contains 39893 members 
Mstep: Class 12 contains 6097 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 2038 members 
Mstep: Class 16 contains 270996 members 
Mstep: Class 17 contains 6600 members 
Mstep: Class 18 contains 20789 members 
Mstep: Class 19 contains 162874 members 
Mstep: Class 21 contains 66880 members 
Mstep: Class 22 contains 26862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146823936.000000 Penalty: 65365.312500
Iteration 15Q: 20 clusters Score -1.468239e+08 nChanged 34408
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 147222 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 22721 members 
Mstep: Class 8 contains 79548 members 
Mstep: Class 10 contains 169725 members 
Mstep: Class 11 contains 45073 members 
Mstep: Class 12 contains 6122 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 2016 members 
Mstep: Class 16 contains 265451 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 22485 members 
Mstep: Class 19 contains 160157 members 
Mstep: Class 21 contains 66670 members 
Mstep: Class 22 contains 27248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146840528.000000 Penalty: 65365.312500
Iteration 16Q: 20 clusters Score -1.468405e+08 nChanged 32650
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 143308 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 24742 members 
Mstep: Class 8 contains 86246 members 
Mstep: Class 10 contains 165464 members 
Mstep: Class 11 contains 50097 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 2004 members 
Mstep: Class 16 contains 260024 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 24044 members 
Mstep: Class 19 contains 157915 members 
Mstep: Class 21 contains 66071 members 
Mstep: Class 22 contains 27528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146854832.000000 Penalty: 65365.312500
Iteration 17Q: 20 clusters Score -1.468548e+08 nChanged 30952
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 139129 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5297 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 26698 members 
Mstep: Class 8 contains 92483 members 
Mstep: Class 10 contains 162773 members 
Mstep: Class 11 contains 54887 members 
Mstep: Class 12 contains 6152 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 16 contains 254556 members 
Mstep: Class 17 contains 7523 members 
Mstep: Class 18 contains 25503 members 
Mstep: Class 19 contains 155977 members 
Mstep: Class 21 contains 65027 members 
Mstep: Class 22 contains 27727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146864112.000000 Penalty: 65365.312500
Iteration 18Q: 20 clusters Score -1.468641e+08 nChanged 29416
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 135305 members 
Mstep: Class 3 contains 1175 members 
Mstep: Class 4 contains 5332 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1280 members 
Mstep: Class 7 contains 28595 members 
Mstep: Class 8 contains 98152 members 
Mstep: Class 10 contains 161179 members 
Mstep: Class 11 contains 59337 members 
Mstep: Class 12 contains 6195 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 1989 members 
Mstep: Class 16 contains 249128 members 
Mstep: Class 17 contains 7767 members 
Mstep: Class 18 contains 26850 members 
Mstep: Class 19 contains 154181 members 
Mstep: Class 21 contains 63761 members 
Mstep: Class 22 contains 27892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146874096.000000 Penalty: 65365.312500
Iteration 19Q: 20 clusters Score -1.468741e+08 nChanged 27471
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 131327 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 30438 members 
Mstep: Class 8 contains 103596 members 
Mstep: Class 10 contains 159960 members 
Mstep: Class 11 contains 63388 members 
Mstep: Class 12 contains 6296 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 1977 members 
Mstep: Class 16 contains 244192 members 
Mstep: Class 17 contains 7997 members 
Mstep: Class 18 contains 28051 members 
Mstep: Class 19 contains 152709 members 
Mstep: Class 21 contains 62339 members 
Mstep: Class 22 contains 27998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146883760.000000 Penalty: 65365.312500
Iteration 20F: 20 clusters Score -1.468838e+08 nChanged 26721
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 127412 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 5475 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 32154 members 
Mstep: Class 8 contains 108744 members 
Mstep: Class 10 contains 158484 members 
Mstep: Class 11 contains 67761 members 
Mstep: Class 12 contains 6413 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 1961 members 
Mstep: Class 16 contains 239647 members 
Mstep: Class 17 contains 8190 members 
Mstep: Class 18 contains 29200 members 
Mstep: Class 19 contains 151379 members 
Mstep: Class 21 contains 60807 members 
Mstep: Class 22 contains 28073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146890656.000000 Penalty: 65365.312500
Iteration 21Q: 20 clusters Score -1.468907e+08 nChanged 26029
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 123554 members 
Mstep: Class 3 contains 1172 members 
Mstep: Class 4 contains 5567 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 33834 members 
Mstep: Class 8 contains 113437 members 
Mstep: Class 10 contains 157126 members 
Mstep: Class 11 contains 71948 members 
Mstep: Class 12 contains 6598 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 1958 members 
Mstep: Class 16 contains 235445 members 
Mstep: Class 17 contains 8334 members 
Mstep: Class 18 contains 30277 members 
Mstep: Class 19 contains 150344 members 
Mstep: Class 21 contains 59224 members 
Mstep: Class 22 contains 28117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146897264.000000 Penalty: 65365.312500
Iteration 22Q: 20 clusters Score -1.468973e+08 nChanged 24996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 119798 members 
Mstep: Class 3 contains 1172 members 
Mstep: Class 4 contains 5638 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1167 members 
Mstep: Class 7 contains 35247 members 
Mstep: Class 8 contains 117776 members 
Mstep: Class 10 contains 155949 members 
Mstep: Class 11 contains 76068 members 
Mstep: Class 12 contains 6870 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 1954 members 
Mstep: Class 16 contains 231470 members 
Mstep: Class 17 contains 8441 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 19 contains 149584 members 
Mstep: Class 21 contains 57639 members 
Mstep: Class 22 contains 28133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146903376.000000 Penalty: 65365.312500
Iteration 23Q: 20 clusters Score -1.469034e+08 nChanged 24450
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 116347 members 
Mstep: Class 3 contains 1172 members 
Mstep: Class 4 contains 5680 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 36419 members 
Mstep: Class 8 contains 121848 members 
Mstep: Class 10 contains 154631 members 
Mstep: Class 11 contains 80226 members 
Mstep: Class 12 contains 7225 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 16 contains 227947 members 
Mstep: Class 17 contains 8543 members 
Mstep: Class 18 contains 32130 members 
Mstep: Class 19 contains 148706 members 
Mstep: Class 21 contains 56138 members 
Mstep: Class 22 contains 28135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146909648.000000 Penalty: 65365.312500
Iteration 24Q: 20 clusters Score -1.469096e+08 nChanged 23777
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 113173 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 37470 members 
Mstep: Class 8 contains 125184 members 
Mstep: Class 10 contains 153514 members 
Mstep: Class 11 contains 84376 members 
Mstep: Class 12 contains 7625 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 16 contains 224670 members 
Mstep: Class 17 contains 8629 members 
Mstep: Class 18 contains 32915 members 
Mstep: Class 19 contains 147974 members 
Mstep: Class 21 contains 54691 members 
Mstep: Class 22 contains 28140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146915888.000000 Penalty: 65365.312500
Iteration 25Q: 20 clusters Score -1.469159e+08 nChanged 23282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 110393 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1162 members 
Mstep: Class 7 contains 38330 members 
Mstep: Class 8 contains 127943 members 
Mstep: Class 10 contains 152918 members 
Mstep: Class 11 contains 88443 members 
Mstep: Class 12 contains 8027 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 16 contains 221479 members 
Mstep: Class 17 contains 8612 members 
Mstep: Class 18 contains 33648 members 
Mstep: Class 19 contains 147291 members 
Mstep: Class 21 contains 53189 members 
Mstep: Class 22 contains 28141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146919936.000000 Penalty: 65365.312500
Iteration 26Q: 20 clusters Score -1.469199e+08 nChanged 22807
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 108073 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 5807 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1162 members 
Mstep: Class 7 contains 39008 members 
Mstep: Class 8 contains 130104 members 
Mstep: Class 10 contains 152499 members 
Mstep: Class 11 contains 92442 members 
Mstep: Class 12 contains 8498 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 16 contains 218378 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 34371 members 
Mstep: Class 19 contains 146705 members 
Mstep: Class 21 contains 51753 members 
Mstep: Class 22 contains 28166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146926000.000000 Penalty: 65365.312500
Iteration 27Q: 20 clusters Score -1.46926e+08 nChanged 22062
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 106403 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 5819 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1161 members 
Mstep: Class 7 contains 39568 members 
Mstep: Class 8 contains 131537 members 
Mstep: Class 10 contains 152049 members 
Mstep: Class 11 contains 96156 members 
Mstep: Class 12 contains 8935 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 16 contains 215591 members 
Mstep: Class 17 contains 8408 members 
Mstep: Class 18 contains 35022 members 
Mstep: Class 19 contains 146390 members 
Mstep: Class 21 contains 50393 members 
Mstep: Class 22 contains 28180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146931728.000000 Penalty: 65365.312500
Iteration 28Q: 20 clusters Score -1.469317e+08 nChanged 20902
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 105438 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 5816 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 1161 members 
Mstep: Class 7 contains 40049 members 
Mstep: Class 8 contains 132275 members 
Mstep: Class 10 contains 151673 members 
Mstep: Class 11 contains 99657 members 
Mstep: Class 12 contains 9384 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 16 contains 213022 members 
Mstep: Class 17 contains 8239 members 
Mstep: Class 18 contains 35570 members 
Mstep: Class 19 contains 146078 members 
Mstep: Class 21 contains 49202 members 
Mstep: Class 22 contains 28210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146936976.000000 Penalty: 65365.312500
Iteration 29Q: 20 clusters Score -1.46937e+08 nChanged 19733
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 105066 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 5834 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 1162 members 
Mstep: Class 7 contains 40470 members 
Mstep: Class 8 contains 132387 members 
Mstep: Class 10 contains 151040 members 
Mstep: Class 11 contains 103129 members 
Mstep: Class 12 contains 9754 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 16 contains 210659 members 
Mstep: Class 17 contains 8111 members 
Mstep: Class 18 contains 36046 members 
Mstep: Class 19 contains 145883 members 
Mstep: Class 21 contains 48175 members 
Mstep: Class 22 contains 28230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146940528.000000 Penalty: 65365.312500
Iteration 30Q: 20 clusters Score -1.469405e+08 nChanged 19156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 105280 members 
Mstep: Class 3 contains 1175 members 
Mstep: Class 4 contains 5877 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 40786 members 
Mstep: Class 8 contains 131772 members 
Mstep: Class 10 contains 150656 members 
Mstep: Class 11 contains 106586 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 16 contains 208308 members 
Mstep: Class 17 contains 7887 members 
Mstep: Class 18 contains 36452 members 
Mstep: Class 19 contains 145750 members 
Mstep: Class 21 contains 47310 members 
Mstep: Class 22 contains 28256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146943456.000000 Penalty: 65365.312500
Iteration 31Q: 20 clusters Score -1.469435e+08 nChanged 18044
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 105871 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 5890 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 41098 members 
Mstep: Class 8 contains 130477 members 
Mstep: Class 10 contains 150673 members 
Mstep: Class 11 contains 109741 members 
Mstep: Class 12 contains 10325 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 1936 members 
Mstep: Class 16 contains 206182 members 
Mstep: Class 17 contains 7580 members 
Mstep: Class 18 contains 36825 members 
Mstep: Class 19 contains 145670 members 
Mstep: Class 21 contains 46575 members 
Mstep: Class 22 contains 28310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146946960.000000 Penalty: 65365.312500
Iteration 32Q: 20 clusters Score -1.46947e+08 nChanged 17002
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 106956 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 5916 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 41329 members 
Mstep: Class 8 contains 128689 members 
Mstep: Class 10 contains 150458 members 
Mstep: Class 11 contains 112850 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 16 contains 204195 members 
Mstep: Class 17 contains 7265 members 
Mstep: Class 18 contains 37124 members 
Mstep: Class 19 contains 145838 members 
Mstep: Class 21 contains 45959 members 
Mstep: Class 22 contains 28349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146949040.000000 Penalty: 65365.312500
Iteration 33Q: 20 clusters Score -1.46949e+08 nChanged 16054
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 108382 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5933 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 41500 members 
Mstep: Class 8 contains 126449 members 
Mstep: Class 10 contains 150290 members 
Mstep: Class 11 contains 115783 members 
Mstep: Class 12 contains 10634 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 16 contains 202420 members 
Mstep: Class 17 contains 6982 members 
Mstep: Class 18 contains 37424 members 
Mstep: Class 19 contains 146031 members 
Mstep: Class 21 contains 45420 members 
Mstep: Class 22 contains 28397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146951936.000000 Penalty: 65365.312500
Iteration 34Q: 20 clusters Score -1.469519e+08 nChanged 15220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 109998 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 41607 members 
Mstep: Class 8 contains 123917 members 
Mstep: Class 10 contains 150374 members 
Mstep: Class 11 contains 118546 members 
Mstep: Class 12 contains 10744 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 16 contains 200710 members 
Mstep: Class 17 contains 6712 members 
Mstep: Class 18 contains 37698 members 
Mstep: Class 19 contains 146249 members 
Mstep: Class 21 contains 44934 members 
Mstep: Class 22 contains 28453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146954720.000000 Penalty: 65365.312500
Iteration 35Q: 20 clusters Score -1.469547e+08 nChanged 14192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 111824 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5962 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 41693 members 
Mstep: Class 8 contains 121179 members 
Mstep: Class 10 contains 150582 members 
Mstep: Class 11 contains 121061 members 
Mstep: Class 12 contains 10868 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 1932 members 
Mstep: Class 16 contains 199146 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 37894 members 
Mstep: Class 19 contains 146374 members 
Mstep: Class 21 contains 44543 members 
Mstep: Class 22 contains 28507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146957248.000000 Penalty: 65365.312500
Iteration 36Q: 20 clusters Score -1.469572e+08 nChanged 13519
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 113852 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5982 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 41782 members 
Mstep: Class 8 contains 118328 members 
Mstep: Class 10 contains 150665 members 
Mstep: Class 11 contains 123277 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 1930 members 
Mstep: Class 16 contains 197795 members 
Mstep: Class 17 contains 6201 members 
Mstep: Class 18 contains 38063 members 
Mstep: Class 19 contains 146566 members 
Mstep: Class 21 contains 44191 members 
Mstep: Class 22 contains 28592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146959520.000000 Penalty: 65365.312500
Iteration 37Q: 20 clusters Score -1.469595e+08 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 116076 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5996 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 41885 members 
Mstep: Class 8 contains 115254 members 
Mstep: Class 10 contains 150881 members 
Mstep: Class 11 contains 125226 members 
Mstep: Class 12 contains 11030 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 16 contains 196607 members 
Mstep: Class 17 contains 5960 members 
Mstep: Class 18 contains 38240 members 
Mstep: Class 19 contains 146798 members 
Mstep: Class 21 contains 43872 members 
Mstep: Class 22 contains 28685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146962304.000000 Penalty: 65365.312500
Iteration 38Q: 20 clusters Score -1.469623e+08 nChanged 12114
Entering ConstructFrom: 
Score: -146962304.000000 Penalty: 65365.312500
Entering ConstructFrom: 
Trying to split cluster 1 (23497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Entering Unmasked Estep 
Score: -3336776.000000 Penalty: 2496.027588
	Iteration 0F: 2 clusters Score -3336776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3320426.500000 Penalty: 4992.055176
	Iteration 0F: 3 clusters Score -3320426 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3326178.500000 Penalty: 4992.055176
	Iteration 1F: 3 clusters Score -3326178 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3326834.750000 Penalty: 4992.055176
	Iteration 2F: 3 clusters Score -3326835 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3327677.000000 Penalty: 4992.055176
	Iteration 3F: 3 clusters Score -3327677 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -3328645.250000 Penalty: 4992.055176
	Iteration 4F: 3 clusters Score -3328645 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3329688.250000 Penalty: 4992.055176
	Iteration 5F: 3 clusters Score -3329688 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3330790.500000 Penalty: 4992.055176
	Iteration 6F: 3 clusters Score -3330790 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3331827.750000 Penalty: 4992.055176
	Iteration 7F: 3 clusters Score -3331828 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3332827.250000 Penalty: 4992.055176
	Iteration 8F: 3 clusters Score -3332827 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3333715.250000 Penalty: 4992.055176
	Iteration 9Q: 3 clusters Score -3333715 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3334235.000000 Penalty: 4992.055176
	Iteration 10Q: 3 clusters Score -3334235 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3334468.250000 Penalty: 4992.055176
	Iteration 11Q: 3 clusters Score -3334468 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3334557.500000 Penalty: 4992.055176
	Iteration 12Q: 3 clusters Score -3334558 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3334636.250000 Penalty: 4992.055176
	Iteration 13Q: 3 clusters Score -3334636 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3334680.250000 Penalty: 4992.055176
	Iteration 14Q: 3 clusters Score -3334680 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3334722.250000 Penalty: 4992.055176
	Iteration 15Q: 3 clusters Score -3334722 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3334768.750000 Penalty: 4992.055176
	Iteration 16Q: 3 clusters Score -3334769 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3334807.500000 Penalty: 4992.055176
	Iteration 17Q: 3 clusters Score -3334808 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3334842.750000 Penalty: 4992.055176
	Iteration 18Q: 3 clusters Score -3334843 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3334876.000000 Penalty: 4992.055176
	Iteration 19Q: 3 clusters Score -3334876 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -3334908.750000 Penalty: 4992.055176
	Iteration 20F: 3 clusters Score -3334909 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3334947.000000 Penalty: 4992.055176
	Iteration 21Q: 3 clusters Score -3334947 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3334973.750000 Penalty: 4992.055176
	Iteration 22Q: 3 clusters Score -3334974 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3335016.750000 Penalty: 4992.055176
	Iteration 23Q: 3 clusters Score -3335017 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3335055.500000 Penalty: 4992.055176
	Iteration 24Q: 3 clusters Score -3335056 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -3335093.750000 Penalty: 4992.055176
	Iteration 25Q: 3 clusters Score -3335094 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3335131.000000 Penalty: 4992.055176
	Iteration 26Q: 3 clusters Score -3335131 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3335166.750000 Penalty: 4992.055176
	Iteration 27Q: 3 clusters Score -3335167 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3335184.500000 Penalty: 4992.055176
	Iteration 28Q: 3 clusters Score -3335184 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3335208.000000 Penalty: 4992.055176
	Iteration 29Q: 3 clusters Score -3335208 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3335239.250000 Penalty: 4992.055176
	Iteration 30Q: 3 clusters Score -3335239 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3335262.000000 Penalty: 4992.055176
	Iteration 31Q: 3 clusters Score -3335262 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3335295.500000 Penalty: 4992.055176
	Iteration 32Q: 3 clusters Score -3335296 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3335317.000000 Penalty: 4992.055176
	Iteration 33Q: 3 clusters Score -3335317 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3335329.000000 Penalty: 4992.055176
	Iteration 34Q: 3 clusters Score -3335329 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3335367.250000 Penalty: 4992.055176
	Iteration 35Q: 3 clusters Score -3335367 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3335390.500000 Penalty: 4992.055176
	Iteration 36Q: 3 clusters Score -3335390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3335396.750000 Penalty: 4992.055176
	Iteration 37Q: 3 clusters Score -3335397 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3335410.750000 Penalty: 4992.055176
	Iteration 38Q: 3 clusters Score -3335411 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3335431.500000 Penalty: 4992.055176
	Iteration 39Q: 3 clusters Score -3335432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3335447.750000 Penalty: 4992.055176
	Iteration 40F: 3 clusters Score -3335448 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3335466.750000 Penalty: 4992.055176
	Iteration 41Q: 3 clusters Score -3335467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3335463.250000 Penalty: 4992.055176
	Iteration 42Q: 3 clusters Score -3335463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3335467.250000 Penalty: 4992.055176
	Iteration 43Q: 3 clusters Score -3335467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3335467.250000 Penalty: 4992.055176
	Iteration 44Q: 3 clusters Score -3335467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3335471.750000 Penalty: 4992.055176
	Iteration 45Q: 3 clusters Score -3335472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3335480.750000 Penalty: 4992.055176
	Iteration 46Q: 3 clusters Score -3335481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3335493.750000 Penalty: 4992.055176
	Iteration 47Q: 3 clusters Score -3335494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3335493.500000 Penalty: 4992.055176
	Iteration 48Q: 3 clusters Score -3335494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3335492.750000 Penalty: 4992.055176
	Iteration 49Q: 3 clusters Score -3335493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3335497.250000 Penalty: 4992.055176
	Iteration 50Q: 3 clusters Score -3335497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3335501.750000 Penalty: 4992.055176
	Iteration 51Q: 3 clusters Score -3335502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3335507.000000 Penalty: 4992.055176
	Iteration 52Q: 3 clusters Score -3335507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3335507.000000 Penalty: 4992.055176
	Iteration 53Q: 3 clusters Score -3335507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3335510.000000 Penalty: 4992.055176
	Iteration 54Q: 3 clusters Score -3335510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3335511.750000 Penalty: 4992.055176
	Iteration 55Q: 3 clusters Score -3335512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3335512.750000 Penalty: 4992.055176
	Iteration 56Q: 3 clusters Score -3335513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3335511.750000 Penalty: 4992.055176
	Iteration 57Q: 3 clusters Score -3335512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3335514.500000 Penalty: 4992.055176
	Iteration 58Q: 3 clusters Score -3335514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3335508.750000 Penalty: 4992.055176
	Iteration 59Q: 3 clusters Score -3335509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3335517.000000 Penalty: 4992.055176
	Iteration 60F: 3 clusters Score -3335517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3335515.250000 Penalty: 4992.055176
	Iteration 61Q: 3 clusters Score -3335515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3335514.500000 Penalty: 4992.055176
	Iteration 62Q: 3 clusters Score -3335514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3335516.250000 Penalty: 4992.055176
	Iteration 63Q: 3 clusters Score -3335516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3335516.250000 Penalty: 4992.055176
	Iteration 64Q: 3 clusters Score -3335516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3335516.250000 Penalty: 4992.055176
	Iteration 65Q: 3 clusters Score -3335516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3335513.750000 Penalty: 4992.055176
	Iteration 66Q: 3 clusters Score -3335514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3335513.750000 Penalty: 4992.055176
	Iteration 67F: 3 clusters Score -3335514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (118451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118451 members 
Entering Unmasked Estep 
Score: -16755247.000000 Penalty: 2897.199219
	Iteration 0F: 2 clusters Score -1.675525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -16676745.000000 Penalty: 5794.398438
	Iteration 0F: 3 clusters Score -1.667674e+07 nChanged 56231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -16708412.000000 Penalty: 5794.398438
	Iteration 1F: 3 clusters Score -1.670841e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -16709098.000000 Penalty: 5794.398438
	Iteration 2Q: 3 clusters Score -1.67091e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -16710104.000000 Penalty: 5794.398438
	Iteration 3Q: 3 clusters Score -1.67101e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64645 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -16711330.000000 Penalty: 5794.398438
	Iteration 4Q: 3 clusters Score -1.671133e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -16713184.000000 Penalty: 5794.398438
	Iteration 5Q: 3 clusters Score -1.671318e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -16716202.000000 Penalty: 5794.398438
	Iteration 6Q: 3 clusters Score -1.67162e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -16720367.000000 Penalty: 5794.398438
	Iteration 7F: 3 clusters Score -1.672037e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -16725984.000000 Penalty: 5794.398438
	Iteration 8F: 3 clusters Score -1.672598e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86622 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -16731989.000000 Penalty: 5794.398438
	Iteration 9F: 3 clusters Score -1.673199e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91289 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -16737170.000000 Penalty: 5794.398438
	Iteration 10F: 3 clusters Score -1.673717e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95094 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -16740696.000000 Penalty: 5794.398438
	Iteration 11Q: 3 clusters Score -1.67407e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -16742891.000000 Penalty: 5794.398438
	Iteration 12Q: 3 clusters Score -1.674289e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -16744413.000000 Penalty: 5794.398438
	Iteration 13Q: 3 clusters Score -1.674441e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103340 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -16745759.000000 Penalty: 5794.398438
	Iteration 14Q: 3 clusters Score -1.674576e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105688 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -16746986.000000 Penalty: 5794.398438
	Iteration 15Q: 3 clusters Score -1.674699e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -16748197.000000 Penalty: 5794.398438
	Iteration 16Q: 3 clusters Score -1.67482e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -16749257.000000 Penalty: 5794.398438
	Iteration 17Q: 3 clusters Score -1.674926e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111124 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -16750128.000000 Penalty: 5794.398438
	Iteration 18Q: 3 clusters Score -1.675013e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112354 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -16750737.000000 Penalty: 5794.398438
	Iteration 19Q: 3 clusters Score -1.675074e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113341 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -16751230.000000 Penalty: 5794.398438
	Iteration 20F: 3 clusters Score -1.675123e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114121 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -16751549.000000 Penalty: 5794.398438
	Iteration 21Q: 3 clusters Score -1.675155e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114747 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -16751832.000000 Penalty: 5794.398438
	Iteration 22Q: 3 clusters Score -1.675183e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115210 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -16752077.000000 Penalty: 5794.398438
	Iteration 23Q: 3 clusters Score -1.675208e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115576 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -16752201.000000 Penalty: 5794.398438
	Iteration 24Q: 3 clusters Score -1.67522e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115862 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -16752366.000000 Penalty: 5794.398438
	Iteration 25Q: 3 clusters Score -1.675237e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116080 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -16752485.000000 Penalty: 5794.398438
	Iteration 26Q: 3 clusters Score -1.675248e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116251 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -16752548.000000 Penalty: 5794.398438
	Iteration 27Q: 3 clusters Score -1.675255e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116385 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -16752619.000000 Penalty: 5794.398438
	Iteration 28Q: 3 clusters Score -1.675262e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116510 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -16752611.000000 Penalty: 5794.398438
	Iteration 29Q: 3 clusters Score -1.675261e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116589 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -16752636.000000 Penalty: 5794.398438
	Iteration 30Q: 3 clusters Score -1.675264e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116661 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -16752658.000000 Penalty: 5794.398438
	Iteration 31Q: 3 clusters Score -1.675266e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116721 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -16752703.000000 Penalty: 5794.398438
	Iteration 32Q: 3 clusters Score -1.67527e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116775 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -16752722.000000 Penalty: 5794.398438
	Iteration 33Q: 3 clusters Score -1.675272e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116816 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -16752730.000000 Penalty: 5794.398438
	Iteration 34Q: 3 clusters Score -1.675273e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116861 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -16752744.000000 Penalty: 5794.398438
	Iteration 35Q: 3 clusters Score -1.675274e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116897 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -16752752.000000 Penalty: 5794.398438
	Iteration 36Q: 3 clusters Score -1.675275e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116936 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -16752761.000000 Penalty: 5794.398438
	Iteration 37Q: 3 clusters Score -1.675276e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116969 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -16752798.000000 Penalty: 5794.398438
	Iteration 38Q: 3 clusters Score -1.67528e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116994 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -16752787.000000 Penalty: 5794.398438
	Iteration 39Q: 3 clusters Score -1.675279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117012 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -16752783.000000 Penalty: 5794.398438
	Iteration 40F: 3 clusters Score -1.675278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117034 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -16752796.000000 Penalty: 5794.398438
	Iteration 41Q: 3 clusters Score -1.67528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117056 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -16752821.000000 Penalty: 5794.398438
	Iteration 42Q: 3 clusters Score -1.675282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117079 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -16752827.000000 Penalty: 5794.398438
	Iteration 43Q: 3 clusters Score -1.675283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117090 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -16752837.000000 Penalty: 5794.398438
	Iteration 44Q: 3 clusters Score -1.675284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117110 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -16752852.000000 Penalty: 5794.398438
	Iteration 45Q: 3 clusters Score -1.675285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117131 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -16752861.000000 Penalty: 5794.398438
	Iteration 46Q: 3 clusters Score -1.675286e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117153 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -16752874.000000 Penalty: 5794.398438
	Iteration 47Q: 3 clusters Score -1.675287e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117162 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -16752871.000000 Penalty: 5794.398438
	Iteration 48Q: 3 clusters Score -1.675287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117177 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -16752875.000000 Penalty: 5794.398438
	Iteration 49Q: 3 clusters Score -1.675288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117195 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -16752884.000000 Penalty: 5794.398438
	Iteration 50Q: 3 clusters Score -1.675288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117209 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16752897.000000 Penalty: 5794.398438
	Iteration 51Q: 3 clusters Score -1.67529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117215 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -16752902.000000 Penalty: 5794.398438
	Iteration 52Q: 3 clusters Score -1.67529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117221 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16752894.000000 Penalty: 5794.398438
	Iteration 53Q: 3 clusters Score -1.675289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117226 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -16752898.000000 Penalty: 5794.398438
	Iteration 54Q: 3 clusters Score -1.67529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117233 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -16752913.000000 Penalty: 5794.398438
	Iteration 55Q: 3 clusters Score -1.675291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -16752930.000000 Penalty: 5794.398438
	Iteration 56Q: 3 clusters Score -1.675293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117249 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -16752931.000000 Penalty: 5794.398438
	Iteration 57Q: 3 clusters Score -1.675293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117260 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -16752938.000000 Penalty: 5794.398438
	Iteration 58Q: 3 clusters Score -1.675294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -16752947.000000 Penalty: 5794.398438
	Iteration 59Q: 3 clusters Score -1.675295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117276 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -16752930.000000 Penalty: 5794.398438
	Iteration 60F: 3 clusters Score -1.675293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117280 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16752937.000000 Penalty: 5794.398438
	Iteration 61Q: 3 clusters Score -1.675294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117289 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -16752938.000000 Penalty: 5794.398438
	Iteration 62Q: 3 clusters Score -1.675294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -16752947.000000 Penalty: 5794.398438
	Iteration 63Q: 3 clusters Score -1.675295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117302 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16752965.000000 Penalty: 5794.398438
	Iteration 64Q: 3 clusters Score -1.675296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117307 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -16752968.000000 Penalty: 5794.398438
	Iteration 65Q: 3 clusters Score -1.675297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117313 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -16752956.000000 Penalty: 5794.398438
	Iteration 66Q: 3 clusters Score -1.675296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117315 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -16752960.000000 Penalty: 5794.398438
	Iteration 67Q: 3 clusters Score -1.675296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117318 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -16752962.000000 Penalty: 5794.398438
	Iteration 68Q: 3 clusters Score -1.675296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -16752960.000000 Penalty: 5794.398438
	Iteration 69Q: 3 clusters Score -1.675296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -16752958.000000 Penalty: 5794.398438
	Iteration 70Q: 3 clusters Score -1.675296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117327 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -16752960.000000 Penalty: 5794.398438
	Iteration 71Q: 3 clusters Score -1.675296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117334 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -16752972.000000 Penalty: 5794.398438
	Iteration 72Q: 3 clusters Score -1.675297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117338 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16752962.000000 Penalty: 5794.398438
	Iteration 73Q: 3 clusters Score -1.675296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117342 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -16752961.000000 Penalty: 5794.398438
	Iteration 74Q: 3 clusters Score -1.675296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117345 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -16752967.000000 Penalty: 5794.398438
	Iteration 75Q: 3 clusters Score -1.675297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117352 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -16752965.000000 Penalty: 5794.398438
	Iteration 76Q: 3 clusters Score -1.675296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117358 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -16752966.000000 Penalty: 5794.398438
	Iteration 77Q: 3 clusters Score -1.675297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117362 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -16752967.000000 Penalty: 5794.398438
	Iteration 78Q: 3 clusters Score -1.675297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117365 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -16752964.000000 Penalty: 5794.398438
	Iteration 79Q: 3 clusters Score -1.675296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117369 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -16752963.000000 Penalty: 5794.398438
	Iteration 80F: 3 clusters Score -1.675296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117369 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -16752957.000000 Penalty: 5794.398438
	Iteration 81Q: 3 clusters Score -1.675296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117370 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16752963.000000 Penalty: 5794.398438
	Iteration 82Q: 3 clusters Score -1.675296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117370 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16752963.000000 Penalty: 5794.398438
	Iteration 83F: 3 clusters Score -1.675296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -162386.906250 Penalty: 1753.539551
	Iteration 0F: 2 clusters Score -162386.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -160390.421875 Penalty: 3507.079102
	Iteration 0F: 3 clusters Score -160390.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -160803.062500 Penalty: 3507.079102
	Iteration 1F: 3 clusters Score -160803.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -161055.203125 Penalty: 3507.079102
	Iteration 2F: 3 clusters Score -161055.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -161249.000000 Penalty: 3507.079102
	Iteration 3F: 3 clusters Score -161249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -161401.328125 Penalty: 3507.079102
	Iteration 4F: 3 clusters Score -161401.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -161555.484375 Penalty: 3507.079102
	Iteration 5F: 3 clusters Score -161555.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -161661.265625 Penalty: 3507.079102
	Iteration 6Q: 3 clusters Score -161661.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -161740.578125 Penalty: 3507.079102
	Iteration 7Q: 3 clusters Score -161740.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -161765.578125 Penalty: 3507.079102
	Iteration 8Q: 3 clusters Score -161765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -161792.390625 Penalty: 3507.079102
	Iteration 9Q: 3 clusters Score -161792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -161810.734375 Penalty: 3507.079102
	Iteration 10Q: 3 clusters Score -161810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -161818.312500 Penalty: 3507.079102
	Iteration 11Q: 3 clusters Score -161818.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -161834.515625 Penalty: 3507.079102
	Iteration 12Q: 3 clusters Score -161834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -161845.734375 Penalty: 3507.079102
	Iteration 13Q: 3 clusters Score -161845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -161854.062500 Penalty: 3507.079102
	Iteration 14Q: 3 clusters Score -161854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -161860.734375 Penalty: 3507.079102
	Iteration 15Q: 3 clusters Score -161860.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -161867.437500 Penalty: 3507.079102
	Iteration 16Q: 3 clusters Score -161867.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -161873.046875 Penalty: 3507.079102
	Iteration 17Q: 3 clusters Score -161873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -161877.843750 Penalty: 3507.079102
	Iteration 18Q: 3 clusters Score -161877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -161885.250000 Penalty: 3507.079102
	Iteration 19Q: 3 clusters Score -161885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -161892.296875 Penalty: 3507.079102
	Iteration 20F: 3 clusters Score -161892.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Entering Unmasked Estep 
Score: -825633.187500 Penalty: 2157.438477
	Iteration 0F: 2 clusters Score -825633.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -820424.937500 Penalty: 4314.876953
	Iteration 0F: 3 clusters Score -820424.9 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -821676.687500 Penalty: 4314.876953
	Iteration 1F: 3 clusters Score -821676.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -821897.687500 Penalty: 4314.876953
	Iteration 2F: 3 clusters Score -821897.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -822053.250000 Penalty: 4314.876953
	Iteration 3F: 3 clusters Score -822053.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -822182.312500 Penalty: 4314.876953
	Iteration 4Q: 3 clusters Score -822182.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -822275.062500 Penalty: 4314.876953
	Iteration 5Q: 3 clusters Score -822275.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -822339.812500 Penalty: 4314.876953
	Iteration 6Q: 3 clusters Score -822339.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -822389.625000 Penalty: 4314.876953
	Iteration 7Q: 3 clusters Score -822389.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -822427.125000 Penalty: 4314.876953
	Iteration 8Q: 3 clusters Score -822427.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -822461.750000 Penalty: 4314.876953
	Iteration 9Q: 3 clusters Score -822461.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -822502.937500 Penalty: 4314.876953
	Iteration 10Q: 3 clusters Score -822502.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -822546.562500 Penalty: 4314.876953
	Iteration 11Q: 3 clusters Score -822546.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -822588.000000 Penalty: 4314.876953
	Iteration 12Q: 3 clusters Score -822588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -822621.000000 Penalty: 4314.876953
	Iteration 13Q: 3 clusters Score -822621 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -822662.312500 Penalty: 4314.876953
	Iteration 14Q: 3 clusters Score -822662.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -822704.250000 Penalty: 4314.876953
	Iteration 15Q: 3 clusters Score -822704.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -822746.000000 Penalty: 4314.876953
	Iteration 16Q: 3 clusters Score -822746 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -822796.625000 Penalty: 4314.876953
	Iteration 17Q: 3 clusters Score -822796.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -822843.875000 Penalty: 4314.876953
	Iteration 18Q: 3 clusters Score -822843.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -822884.250000 Penalty: 4314.876953
	Iteration 19Q: 3 clusters Score -822884.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -822913.562500 Penalty: 4314.876953
	Iteration 20F: 3 clusters Score -822913.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -822956.625000 Penalty: 4314.876953
	Iteration 21Q: 3 clusters Score -822956.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -823003.625000 Penalty: 4314.876953
	Iteration 22Q: 3 clusters Score -823003.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -823046.750000 Penalty: 4314.876953
	Iteration 23Q: 3 clusters Score -823046.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -823085.500000 Penalty: 4314.876953
	Iteration 24Q: 3 clusters Score -823085.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -823126.187500 Penalty: 4314.876953
	Iteration 25Q: 3 clusters Score -823126.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -823170.500000 Penalty: 4314.876953
	Iteration 26Q: 3 clusters Score -823170.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -823214.000000 Penalty: 4314.876953
	Iteration 27Q: 3 clusters Score -823214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -823254.750000 Penalty: 4314.876953
	Iteration 28Q: 3 clusters Score -823254.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -823292.375000 Penalty: 4314.876953
	Iteration 29Q: 3 clusters Score -823292.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -823340.375000 Penalty: 4314.876953
	Iteration 30Q: 3 clusters Score -823340.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -823386.937500 Penalty: 4314.876953
	Iteration 31Q: 3 clusters Score -823386.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -823435.562500 Penalty: 4314.876953
	Iteration 32Q: 3 clusters Score -823435.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -823475.125000 Penalty: 4314.876953
	Iteration 33Q: 3 clusters Score -823475.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -823515.625000 Penalty: 4314.876953
	Iteration 34Q: 3 clusters Score -823515.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -823558.062500 Penalty: 4314.876953
	Iteration 35Q: 3 clusters Score -823558.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -823590.937500 Penalty: 4314.876953
	Iteration 36Q: 3 clusters Score -823590.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -823620.562500 Penalty: 4314.876953
	Iteration 37Q: 3 clusters Score -823620.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -823642.687500 Penalty: 4314.876953
	Iteration 38Q: 3 clusters Score -823642.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -823661.312500 Penalty: 4314.876953
	Iteration 39Q: 3 clusters Score -823661.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -823673.250000 Penalty: 4314.876953
	Iteration 40F: 3 clusters Score -823673.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -823685.187500 Penalty: 4314.876953
	Iteration 41Q: 3 clusters Score -823685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -823691.750000 Penalty: 4314.876953
	Iteration 42Q: 3 clusters Score -823691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -823697.125000 Penalty: 4314.876953
	Iteration 43Q: 3 clusters Score -823697.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -823706.312500 Penalty: 4314.876953
	Iteration 44Q: 3 clusters Score -823706.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -823714.375000 Penalty: 4314.876953
	Iteration 45Q: 3 clusters Score -823714.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -823719.625000 Penalty: 4314.876953
	Iteration 46Q: 3 clusters Score -823719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -823722.687500 Penalty: 4314.876953
	Iteration 47Q: 3 clusters Score -823722.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -823727.937500 Penalty: 4314.876953
	Iteration 48Q: 3 clusters Score -823727.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -823733.062500 Penalty: 4314.876953
	Iteration 49Q: 3 clusters Score -823733.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -823738.250000 Penalty: 4314.876953
	Iteration 50Q: 3 clusters Score -823738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -823741.875000 Penalty: 4314.876953
	Iteration 51Q: 3 clusters Score -823741.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -823743.250000 Penalty: 4314.876953
	Iteration 52Q: 3 clusters Score -823743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -823745.187500 Penalty: 4314.876953
	Iteration 53Q: 3 clusters Score -823745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -823746.250000 Penalty: 4314.876953
	Iteration 54Q: 3 clusters Score -823746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -823748.812500 Penalty: 4314.876953
	Iteration 55Q: 3 clusters Score -823748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -823750.062500 Penalty: 4314.876953
	Iteration 56Q: 3 clusters Score -823750.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -823752.125000 Penalty: 4314.876953
	Iteration 57Q: 3 clusters Score -823752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -823753.562500 Penalty: 4314.876953
	Iteration 58Q: 3 clusters Score -823753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -823754.375000 Penalty: 4314.876953
	Iteration 59Q: 3 clusters Score -823754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -823755.937500 Penalty: 4314.876953
	Iteration 60F: 3 clusters Score -823755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -823755.562500 Penalty: 4314.876953
	Iteration 61Q: 3 clusters Score -823755.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -823755.562500 Penalty: 4314.876953
	Iteration 62F: 3 clusters Score -823755.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -153974.828125 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -153974.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -152168.750000 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -152168.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -154200.671875 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -154200.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -155541.125000 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -155541.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -156277.421875 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -156277.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -156514.875000 Penalty: 3559.801270
	Iteration 4Q: 3 clusters Score -156514.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -156576.296875 Penalty: 3559.801270
	Iteration 5Q: 3 clusters Score -156576.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -156595.921875 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -156595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -156597.484375 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -156597.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -156598.593750 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -156598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -156600.593750 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -156600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -156600.593750 Penalty: 3559.801270
	Iteration 10F: 3 clusters Score -156600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 118451 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5999 members 
Mstep: Class 5 contains 202 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 41941 members 
Mstep: Class 8 contains 112184 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 151031 members 
Mstep: Class 11 contains 126991 members 
Mstep: Class 12 contains 11077 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 16 contains 195536 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 38389 members 
Mstep: Class 19 contains 147010 members 
Mstep: Class 21 contains 43576 members 
Mstep: Class 22 contains 28800 members 
Entering Unmasked Estep 
Score: -146963168.000000 Penalty: 68805.593750
Splitting cluster 5 changes total score from -146962304.000000 to -146963168.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 6 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -160859.656250 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -160859.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -158822.265625 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -158822.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -159152.750000 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -159152.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -159282.812500 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -159282.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -159403.828125 Penalty: 3501.996338
	Iteration 3F: 3 clusters Score -159403.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -159532.828125 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -159532.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -159664.953125 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -159665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -159759.156250 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -159759.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -159824.078125 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -159824.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -159869.937500 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -159869.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -159902.937500 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -159902.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -159936.875000 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -159936.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -159972.484375 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -159972.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -159990.046875 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -159990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -160005.109375 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -160005.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -160023.343750 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -160023.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -160034.125000 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -160034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -160046.125000 Penalty: 3501.996338
	Iteration 16Q: 3 clusters Score -160046.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -160057.312500 Penalty: 3501.996338
	Iteration 17Q: 3 clusters Score -160057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -160070.656250 Penalty: 3501.996338
	Iteration 18Q: 3 clusters Score -160070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -160077.328125 Penalty: 3501.996338
	Iteration 19Q: 3 clusters Score -160077.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -160079.609375 Penalty: 3501.996338
	Iteration 20F: 3 clusters Score -160079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -160083.093750 Penalty: 3501.996338
	Iteration 21Q: 3 clusters Score -160083.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -160085.406250 Penalty: 3501.996338
	Iteration 22Q: 3 clusters Score -160085.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -160085.406250 Penalty: 3501.996338
	Iteration 23F: 3 clusters Score -160085.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Entering Unmasked Estep 
Score: -5957168.000000 Penalty: 2639.716797
	Iteration 0F: 2 clusters Score -5957168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -5928908.000000 Penalty: 5279.433594
	Iteration 0F: 3 clusters Score -5928908 nChanged 19217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -5939355.500000 Penalty: 5279.433594
	Iteration 1F: 3 clusters Score -5939356 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -5939850.500000 Penalty: 5279.433594
	Iteration 2Q: 3 clusters Score -5939850 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -5940324.500000 Penalty: 5279.433594
	Iteration 3Q: 3 clusters Score -5940324 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -5940859.000000 Penalty: 5279.433594
	Iteration 4Q: 3 clusters Score -5940859 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -5941332.500000 Penalty: 5279.433594
	Iteration 5Q: 3 clusters Score -5941332 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -5941848.000000 Penalty: 5279.433594
	Iteration 6Q: 3 clusters Score -5941848 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -5942495.000000 Penalty: 5279.433594
	Iteration 7Q: 3 clusters Score -5942495 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -5943294.500000 Penalty: 5279.433594
	Iteration 8Q: 3 clusters Score -5943294 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -5944375.500000 Penalty: 5279.433594
	Iteration 9Q: 3 clusters Score -5944376 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -5945525.000000 Penalty: 5279.433594
	Iteration 10Q: 3 clusters Score -5945525 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -5946930.500000 Penalty: 5279.433594
	Iteration 11Q: 3 clusters Score -5946930 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -5948429.500000 Penalty: 5279.433594
	Iteration 12F: 3 clusters Score -5948430 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -5949838.500000 Penalty: 5279.433594
	Iteration 13Q: 3 clusters Score -5949838 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -5951090.000000 Penalty: 5279.433594
	Iteration 14Q: 3 clusters Score -5951090 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5952148.000000 Penalty: 5279.433594
	Iteration 15Q: 3 clusters Score -5952148 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -5952917.500000 Penalty: 5279.433594
	Iteration 16Q: 3 clusters Score -5952918 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5953501.500000 Penalty: 5279.433594
	Iteration 17Q: 3 clusters Score -5953502 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5953929.500000 Penalty: 5279.433594
	Iteration 18Q: 3 clusters Score -5953930 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5954235.000000 Penalty: 5279.433594
	Iteration 19Q: 3 clusters Score -5954235 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5954425.500000 Penalty: 5279.433594
	Iteration 20F: 3 clusters Score -5954426 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5954581.500000 Penalty: 5279.433594
	Iteration 21Q: 3 clusters Score -5954582 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5954703.000000 Penalty: 5279.433594
	Iteration 22Q: 3 clusters Score -5954703 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5954773.500000 Penalty: 5279.433594
	Iteration 23Q: 3 clusters Score -5954774 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5954831.000000 Penalty: 5279.433594
	Iteration 24Q: 3 clusters Score -5954831 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5954858.500000 Penalty: 5279.433594
	Iteration 25Q: 3 clusters Score -5954858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5954869.500000 Penalty: 5279.433594
	Iteration 26Q: 3 clusters Score -5954870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5954887.500000 Penalty: 5279.433594
	Iteration 27Q: 3 clusters Score -5954888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5954894.500000 Penalty: 5279.433594
	Iteration 28Q: 3 clusters Score -5954894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5954904.500000 Penalty: 5279.433594
	Iteration 29Q: 3 clusters Score -5954904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5954921.000000 Penalty: 5279.433594
	Iteration 30Q: 3 clusters Score -5954921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5954923.000000 Penalty: 5279.433594
	Iteration 31Q: 3 clusters Score -5954923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5954926.500000 Penalty: 5279.433594
	Iteration 32Q: 3 clusters Score -5954926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5954925.000000 Penalty: 5279.433594
	Iteration 33Q: 3 clusters Score -5954925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5954935.500000 Penalty: 5279.433594
	Iteration 34Q: 3 clusters Score -5954936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5954936.500000 Penalty: 5279.433594
	Iteration 35Q: 3 clusters Score -5954936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5954937.500000 Penalty: 5279.433594
	Iteration 36Q: 3 clusters Score -5954938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5954937.500000 Penalty: 5279.433594
	Iteration 37F: 3 clusters Score -5954938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (112184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Entering Unmasked Estep 
Score: -16026708.000000 Penalty: 2883.718018
	Iteration 0F: 2 clusters Score -1.602671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -15953240.000000 Penalty: 5767.436035
	Iteration 0F: 3 clusters Score -1.595324e+07 nChanged 53283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -15984589.000000 Penalty: 5767.436035
	Iteration 1F: 3 clusters Score -1.598459e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -15986099.000000 Penalty: 5767.436035
	Iteration 2Q: 3 clusters Score -1.59861e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -15988147.000000 Penalty: 5767.436035
	Iteration 3Q: 3 clusters Score -1.598815e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -15991556.000000 Penalty: 5767.436035
	Iteration 4F: 3 clusters Score -1.599156e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -15996869.000000 Penalty: 5767.436035
	Iteration 5F: 3 clusters Score -1.599687e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -16004330.000000 Penalty: 5767.436035
	Iteration 6F: 3 clusters Score -1.600433e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -16011971.000000 Penalty: 5767.436035
	Iteration 7F: 3 clusters Score -1.601197e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -16016438.000000 Penalty: 5767.436035
	Iteration 8F: 3 clusters Score -1.601644e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -16018695.000000 Penalty: 5767.436035
	Iteration 9Q: 3 clusters Score -1.60187e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -16020065.000000 Penalty: 5767.436035
	Iteration 10Q: 3 clusters Score -1.602006e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -16021180.000000 Penalty: 5767.436035
	Iteration 11Q: 3 clusters Score -1.602118e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -16022103.000000 Penalty: 5767.436035
	Iteration 12Q: 3 clusters Score -1.60221e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -16022838.000000 Penalty: 5767.436035
	Iteration 13Q: 3 clusters Score -1.602284e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -16023462.000000 Penalty: 5767.436035
	Iteration 14Q: 3 clusters Score -1.602346e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -16023814.000000 Penalty: 5767.436035
	Iteration 15Q: 3 clusters Score -1.602381e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85200 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -16024163.000000 Penalty: 5767.436035
	Iteration 16Q: 3 clusters Score -1.602416e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86048 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -16024389.000000 Penalty: 5767.436035
	Iteration 17Q: 3 clusters Score -1.602439e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -16024583.000000 Penalty: 5767.436035
	Iteration 18Q: 3 clusters Score -1.602458e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -16024723.000000 Penalty: 5767.436035
	Iteration 19Q: 3 clusters Score -1.602472e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -16024868.000000 Penalty: 5767.436035
	Iteration 20F: 3 clusters Score -1.602487e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -16024939.000000 Penalty: 5767.436035
	Iteration 21Q: 3 clusters Score -1.602494e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -16024983.000000 Penalty: 5767.436035
	Iteration 22Q: 3 clusters Score -1.602498e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -16024978.000000 Penalty: 5767.436035
	Iteration 23Q: 3 clusters Score -1.602498e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -16025032.000000 Penalty: 5767.436035
	Iteration 24Q: 3 clusters Score -1.602503e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -16025091.000000 Penalty: 5767.436035
	Iteration 25Q: 3 clusters Score -1.602509e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -16025101.000000 Penalty: 5767.436035
	Iteration 26Q: 3 clusters Score -1.60251e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -16025095.000000 Penalty: 5767.436035
	Iteration 27Q: 3 clusters Score -1.60251e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -16025079.000000 Penalty: 5767.436035
	Iteration 28Q: 3 clusters Score -1.602508e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91445 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -16025078.000000 Penalty: 5767.436035
	Iteration 29Q: 3 clusters Score -1.602508e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91667 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -16025098.000000 Penalty: 5767.436035
	Iteration 30Q: 3 clusters Score -1.60251e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -16025093.000000 Penalty: 5767.436035
	Iteration 31Q: 3 clusters Score -1.602509e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -16025086.000000 Penalty: 5767.436035
	Iteration 32Q: 3 clusters Score -1.602509e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -16025109.000000 Penalty: 5767.436035
	Iteration 33Q: 3 clusters Score -1.602511e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92489 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -16025094.000000 Penalty: 5767.436035
	Iteration 34Q: 3 clusters Score -1.602509e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -16025108.000000 Penalty: 5767.436035
	Iteration 35Q: 3 clusters Score -1.602511e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -16025099.000000 Penalty: 5767.436035
	Iteration 36Q: 3 clusters Score -1.60251e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -16025102.000000 Penalty: 5767.436035
	Iteration 37Q: 3 clusters Score -1.60251e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -16025096.000000 Penalty: 5767.436035
	Iteration 38Q: 3 clusters Score -1.60251e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93205 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -16025081.000000 Penalty: 5767.436035
	Iteration 39Q: 3 clusters Score -1.602508e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -16025078.000000 Penalty: 5767.436035
	Iteration 40F: 3 clusters Score -1.602508e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -16025096.000000 Penalty: 5767.436035
	Iteration 41Q: 3 clusters Score -1.60251e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -16025091.000000 Penalty: 5767.436035
	Iteration 42Q: 3 clusters Score -1.602509e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93525 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -16025101.000000 Penalty: 5767.436035
	Iteration 43Q: 3 clusters Score -1.60251e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -16025098.000000 Penalty: 5767.436035
	Iteration 44Q: 3 clusters Score -1.60251e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -16025079.000000 Penalty: 5767.436035
	Iteration 45Q: 3 clusters Score -1.602508e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -16025086.000000 Penalty: 5767.436035
	Iteration 46Q: 3 clusters Score -1.602509e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93731 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -16025056.000000 Penalty: 5767.436035
	Iteration 47Q: 3 clusters Score -1.602506e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -16025095.000000 Penalty: 5767.436035
	Iteration 48Q: 3 clusters Score -1.60251e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93795 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -16025092.000000 Penalty: 5767.436035
	Iteration 49Q: 3 clusters Score -1.602509e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -16025101.000000 Penalty: 5767.436035
	Iteration 50Q: 3 clusters Score -1.60251e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -16025094.000000 Penalty: 5767.436035
	Iteration 51Q: 3 clusters Score -1.602509e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -16025092.000000 Penalty: 5767.436035
	Iteration 52Q: 3 clusters Score -1.602509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -16025095.000000 Penalty: 5767.436035
	Iteration 53Q: 3 clusters Score -1.60251e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -16025083.000000 Penalty: 5767.436035
	Iteration 54Q: 3 clusters Score -1.602508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94011 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -16025081.000000 Penalty: 5767.436035
	Iteration 55Q: 3 clusters Score -1.602508e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -16025094.000000 Penalty: 5767.436035
	Iteration 56Q: 3 clusters Score -1.602509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94060 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -16025078.000000 Penalty: 5767.436035
	Iteration 57Q: 3 clusters Score -1.602508e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -16025069.000000 Penalty: 5767.436035
	Iteration 58Q: 3 clusters Score -1.602507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -16025077.000000 Penalty: 5767.436035
	Iteration 59Q: 3 clusters Score -1.602508e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -16025068.000000 Penalty: 5767.436035
	Iteration 60F: 3 clusters Score -1.602507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94171 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -16025082.000000 Penalty: 5767.436035
	Iteration 61Q: 3 clusters Score -1.602508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -16025092.000000 Penalty: 5767.436035
	Iteration 62Q: 3 clusters Score -1.602509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -16025092.000000 Penalty: 5767.436035
	Iteration 63Q: 3 clusters Score -1.602509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94219 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -16025081.000000 Penalty: 5767.436035
	Iteration 64Q: 3 clusters Score -1.602508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94227 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -16025079.000000 Penalty: 5767.436035
	Iteration 65Q: 3 clusters Score -1.602508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94234 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -16025085.000000 Penalty: 5767.436035
	Iteration 66Q: 3 clusters Score -1.602508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94238 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -16025083.000000 Penalty: 5767.436035
	Iteration 67Q: 3 clusters Score -1.602508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -16025082.000000 Penalty: 5767.436035
	Iteration 68Q: 3 clusters Score -1.602508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94253 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -16025085.000000 Penalty: 5767.436035
	Iteration 69Q: 3 clusters Score -1.602508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -16025087.000000 Penalty: 5767.436035
	Iteration 70Q: 3 clusters Score -1.602509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94278 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -16025097.000000 Penalty: 5767.436035
	Iteration 71Q: 3 clusters Score -1.60251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -16025104.000000 Penalty: 5767.436035
	Iteration 72Q: 3 clusters Score -1.60251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -16025090.000000 Penalty: 5767.436035
	Iteration 73Q: 3 clusters Score -1.602509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -16025076.000000 Penalty: 5767.436035
	Iteration 74Q: 3 clusters Score -1.602508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94351 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -16025062.000000 Penalty: 5767.436035
	Iteration 75Q: 3 clusters Score -1.602506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94359 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -16025067.000000 Penalty: 5767.436035
	Iteration 76Q: 3 clusters Score -1.602507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -16025066.000000 Penalty: 5767.436035
	Iteration 77Q: 3 clusters Score -1.602507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -16025060.000000 Penalty: 5767.436035
	Iteration 78Q: 3 clusters Score -1.602506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -16025062.000000 Penalty: 5767.436035
	Iteration 79Q: 3 clusters Score -1.602506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -16025072.000000 Penalty: 5767.436035
	Iteration 80F: 3 clusters Score -1.602507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94402 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -16025069.000000 Penalty: 5767.436035
	Iteration 81Q: 3 clusters Score -1.602507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -16025074.000000 Penalty: 5767.436035
	Iteration 82Q: 3 clusters Score -1.602507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -16025067.000000 Penalty: 5767.436035
	Iteration 83Q: 3 clusters Score -1.602507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -16025058.000000 Penalty: 5767.436035
	Iteration 84Q: 3 clusters Score -1.602506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -16025063.000000 Penalty: 5767.436035
	Iteration 85Q: 3 clusters Score -1.602506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94441 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -16025066.000000 Penalty: 5767.436035
	Iteration 86Q: 3 clusters Score -1.602507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -16025056.000000 Penalty: 5767.436035
	Iteration 87Q: 3 clusters Score -1.602506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -16025076.000000 Penalty: 5767.436035
	Iteration 88Q: 3 clusters Score -1.602508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94448 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -16025056.000000 Penalty: 5767.436035
	Iteration 89Q: 3 clusters Score -1.602506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94454 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -16025053.000000 Penalty: 5767.436035
	Iteration 90Q: 3 clusters Score -1.602505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94460 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -16025066.000000 Penalty: 5767.436035
	Iteration 91Q: 3 clusters Score -1.602507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -16025063.000000 Penalty: 5767.436035
	Iteration 92Q: 3 clusters Score -1.602506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -16025061.000000 Penalty: 5767.436035
	Iteration 93Q: 3 clusters Score -1.602506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94466 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -16025057.000000 Penalty: 5767.436035
	Iteration 94Q: 3 clusters Score -1.602506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -16025052.000000 Penalty: 5767.436035
	Iteration 95Q: 3 clusters Score -1.602505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94472 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -16025051.000000 Penalty: 5767.436035
	Iteration 96Q: 3 clusters Score -1.602505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -16025046.000000 Penalty: 5767.436035
	Iteration 97Q: 3 clusters Score -1.602505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -16025050.000000 Penalty: 5767.436035
	Iteration 98Q: 3 clusters Score -1.602505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -16025050.000000 Penalty: 5767.436035
	Iteration 99Q: 3 clusters Score -1.602505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -16025046.000000 Penalty: 5767.436035
	Iteration 100F: 3 clusters Score -1.602505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94507 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -16025042.000000 Penalty: 5767.436035
	Iteration 101Q: 3 clusters Score -1.602504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -16025039.000000 Penalty: 5767.436035
	Iteration 102Q: 3 clusters Score -1.602504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94523 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -16025052.000000 Penalty: 5767.436035
	Iteration 103Q: 3 clusters Score -1.602505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94532 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -16025046.000000 Penalty: 5767.436035
	Iteration 104Q: 3 clusters Score -1.602505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94541 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -16025027.000000 Penalty: 5767.436035
	Iteration 105Q: 3 clusters Score -1.602503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94554 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -16025027.000000 Penalty: 5767.436035
	Iteration 106Q: 3 clusters Score -1.602503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -16025026.000000 Penalty: 5767.436035
	Iteration 107Q: 3 clusters Score -1.602503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94582 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -16025011.000000 Penalty: 5767.436035
	Iteration 108Q: 3 clusters Score -1.602501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -16025009.000000 Penalty: 5767.436035
	Iteration 109Q: 3 clusters Score -1.602501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94619 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -16024999.000000 Penalty: 5767.436035
	Iteration 110Q: 3 clusters Score -1.6025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94632 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -16024991.000000 Penalty: 5767.436035
	Iteration 111Q: 3 clusters Score -1.602499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94643 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -16024992.000000 Penalty: 5767.436035
	Iteration 112Q: 3 clusters Score -1.602499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94650 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -16024988.000000 Penalty: 5767.436035
	Iteration 113Q: 3 clusters Score -1.602499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -16025008.000000 Penalty: 5767.436035
	Iteration 114Q: 3 clusters Score -1.602501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -16025013.000000 Penalty: 5767.436035
	Iteration 115Q: 3 clusters Score -1.602501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94664 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -16025002.000000 Penalty: 5767.436035
	Iteration 116Q: 3 clusters Score -1.6025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94666 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -16025007.000000 Penalty: 5767.436035
	Iteration 117Q: 3 clusters Score -1.602501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94668 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -16025011.000000 Penalty: 5767.436035
	Iteration 118Q: 3 clusters Score -1.602501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94668 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -16025011.000000 Penalty: 5767.436035
	Iteration 119F: 3 clusters Score -1.602501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (151031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151031 members 
Entering Unmasked Estep 
Score: -21435670.000000 Penalty: 2957.459717
	Iteration 0F: 2 clusters Score -2.143567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -21337320.000000 Penalty: 5914.919434
	Iteration 0F: 3 clusters Score -2.133732e+07 nChanged 71930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 78980 members 
Entering Unmasked Estep 
Score: -21378898.000000 Penalty: 5914.919434
	Iteration 1F: 3 clusters Score -2.13789e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -21379828.000000 Penalty: 5914.919434
	Iteration 2Q: 3 clusters Score -2.137983e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -21381296.000000 Penalty: 5914.919434
	Iteration 3Q: 3 clusters Score -2.13813e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -21384338.000000 Penalty: 5914.919434
	Iteration 4Q: 3 clusters Score -2.138434e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 95825 members 
Entering Unmasked Estep 
Score: -21390160.000000 Penalty: 5914.919434
	Iteration 5F: 3 clusters Score -2.139016e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -21399496.000000 Penalty: 5914.919434
	Iteration 6F: 3 clusters Score -2.13995e+07 nChanged 13017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -21410780.000000 Penalty: 5914.919434
	Iteration 7F: 3 clusters Score -2.141078e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 122332 members 
Entering Unmasked Estep 
Score: -21420748.000000 Penalty: 5914.919434
	Iteration 8F: 3 clusters Score -2.142075e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 125759 members 
Entering Unmasked Estep 
Score: -21426538.000000 Penalty: 5914.919434
	Iteration 9Q: 3 clusters Score -2.142654e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 126884 members 
Entering Unmasked Estep 
Score: -21428508.000000 Penalty: 5914.919434
	Iteration 10Q: 3 clusters Score -2.142851e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 127527 members 
Entering Unmasked Estep 
Score: -21429100.000000 Penalty: 5914.919434
	Iteration 11Q: 3 clusters Score -2.14291e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 127972 members 
Entering Unmasked Estep 
Score: -21429306.000000 Penalty: 5914.919434
	Iteration 12Q: 3 clusters Score -2.142931e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 128311 members 
Entering Unmasked Estep 
Score: -21429556.000000 Penalty: 5914.919434
	Iteration 13Q: 3 clusters Score -2.142956e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 128578 members 
Entering Unmasked Estep 
Score: -21429650.000000 Penalty: 5914.919434
	Iteration 14Q: 3 clusters Score -2.142965e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 128821 members 
Entering Unmasked Estep 
Score: -21429774.000000 Penalty: 5914.919434
	Iteration 15Q: 3 clusters Score -2.142977e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 129062 members 
Entering Unmasked Estep 
Score: -21429942.000000 Penalty: 5914.919434
	Iteration 16Q: 3 clusters Score -2.142994e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 129316 members 
Entering Unmasked Estep 
Score: -21430014.000000 Penalty: 5914.919434
	Iteration 17Q: 3 clusters Score -2.143001e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 129602 members 
Entering Unmasked Estep 
Score: -21430126.000000 Penalty: 5914.919434
	Iteration 18Q: 3 clusters Score -2.143013e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 129885 members 
Entering Unmasked Estep 
Score: -21430258.000000 Penalty: 5914.919434
	Iteration 19Q: 3 clusters Score -2.143026e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 130174 members 
Entering Unmasked Estep 
Score: -21430374.000000 Penalty: 5914.919434
	Iteration 20F: 3 clusters Score -2.143037e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 130429 members 
Entering Unmasked Estep 
Score: -21430502.000000 Penalty: 5914.919434
	Iteration 21Q: 3 clusters Score -2.14305e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 130679 members 
Entering Unmasked Estep 
Score: -21430504.000000 Penalty: 5914.919434
	Iteration 22Q: 3 clusters Score -2.14305e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 130887 members 
Entering Unmasked Estep 
Score: -21430572.000000 Penalty: 5914.919434
	Iteration 23Q: 3 clusters Score -2.143057e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 131097 members 
Entering Unmasked Estep 
Score: -21430626.000000 Penalty: 5914.919434
	Iteration 24Q: 3 clusters Score -2.143063e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 131300 members 
Entering Unmasked Estep 
Score: -21430700.000000 Penalty: 5914.919434
	Iteration 25Q: 3 clusters Score -2.14307e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 131490 members 
Entering Unmasked Estep 
Score: -21430712.000000 Penalty: 5914.919434
	Iteration 26Q: 3 clusters Score -2.143071e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 131677 members 
Entering Unmasked Estep 
Score: -21430792.000000 Penalty: 5914.919434
	Iteration 27Q: 3 clusters Score -2.143079e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 131871 members 
Entering Unmasked Estep 
Score: -21430886.000000 Penalty: 5914.919434
	Iteration 28Q: 3 clusters Score -2.143089e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 132045 members 
Entering Unmasked Estep 
Score: -21430976.000000 Penalty: 5914.919434
	Iteration 29Q: 3 clusters Score -2.143098e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 132237 members 
Entering Unmasked Estep 
Score: -21431096.000000 Penalty: 5914.919434
	Iteration 30Q: 3 clusters Score -2.14311e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 132421 members 
Entering Unmasked Estep 
Score: -21431150.000000 Penalty: 5914.919434
	Iteration 31Q: 3 clusters Score -2.143115e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 132614 members 
Entering Unmasked Estep 
Score: -21431234.000000 Penalty: 5914.919434
	Iteration 32Q: 3 clusters Score -2.143123e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 132811 members 
Entering Unmasked Estep 
Score: -21431332.000000 Penalty: 5914.919434
	Iteration 33Q: 3 clusters Score -2.143133e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 132992 members 
Entering Unmasked Estep 
Score: -21431406.000000 Penalty: 5914.919434
	Iteration 34Q: 3 clusters Score -2.143141e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 133222 members 
Entering Unmasked Estep 
Score: -21431508.000000 Penalty: 5914.919434
	Iteration 35Q: 3 clusters Score -2.143151e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 133466 members 
Entering Unmasked Estep 
Score: -21431602.000000 Penalty: 5914.919434
	Iteration 36Q: 3 clusters Score -2.14316e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 133681 members 
Entering Unmasked Estep 
Score: -21431646.000000 Penalty: 5914.919434
	Iteration 37Q: 3 clusters Score -2.143165e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 133887 members 
Entering Unmasked Estep 
Score: -21431614.000000 Penalty: 5914.919434
	Iteration 38Q: 3 clusters Score -2.143161e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 134086 members 
Entering Unmasked Estep 
Score: -21431660.000000 Penalty: 5914.919434
	Iteration 39Q: 3 clusters Score -2.143166e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 134294 members 
Entering Unmasked Estep 
Score: -21431742.000000 Penalty: 5914.919434
	Iteration 40F: 3 clusters Score -2.143174e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 134493 members 
Entering Unmasked Estep 
Score: -21431826.000000 Penalty: 5914.919434
	Iteration 41Q: 3 clusters Score -2.143183e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 134677 members 
Entering Unmasked Estep 
Score: -21431850.000000 Penalty: 5914.919434
	Iteration 42Q: 3 clusters Score -2.143185e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 134861 members 
Entering Unmasked Estep 
Score: -21431916.000000 Penalty: 5914.919434
	Iteration 43Q: 3 clusters Score -2.143192e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 135058 members 
Entering Unmasked Estep 
Score: -21431946.000000 Penalty: 5914.919434
	Iteration 44Q: 3 clusters Score -2.143195e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 135248 members 
Entering Unmasked Estep 
Score: -21432014.000000 Penalty: 5914.919434
	Iteration 45Q: 3 clusters Score -2.143201e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 135435 members 
Entering Unmasked Estep 
Score: -21432056.000000 Penalty: 5914.919434
	Iteration 46Q: 3 clusters Score -2.143206e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 135641 members 
Entering Unmasked Estep 
Score: -21432140.000000 Penalty: 5914.919434
	Iteration 47Q: 3 clusters Score -2.143214e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 135858 members 
Entering Unmasked Estep 
Score: -21432158.000000 Penalty: 5914.919434
	Iteration 48Q: 3 clusters Score -2.143216e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 136060 members 
Entering Unmasked Estep 
Score: -21432248.000000 Penalty: 5914.919434
	Iteration 49Q: 3 clusters Score -2.143225e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 136280 members 
Entering Unmasked Estep 
Score: -21432354.000000 Penalty: 5914.919434
	Iteration 50Q: 3 clusters Score -2.143235e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 136487 members 
Entering Unmasked Estep 
Score: -21432396.000000 Penalty: 5914.919434
	Iteration 51Q: 3 clusters Score -2.14324e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 136730 members 
Entering Unmasked Estep 
Score: -21432440.000000 Penalty: 5914.919434
	Iteration 52Q: 3 clusters Score -2.143244e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 136986 members 
Entering Unmasked Estep 
Score: -21432470.000000 Penalty: 5914.919434
	Iteration 53Q: 3 clusters Score -2.143247e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 137249 members 
Entering Unmasked Estep 
Score: -21432514.000000 Penalty: 5914.919434
	Iteration 54Q: 3 clusters Score -2.143251e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 137506 members 
Entering Unmasked Estep 
Score: -21432602.000000 Penalty: 5914.919434
	Iteration 55Q: 3 clusters Score -2.14326e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 137761 members 
Entering Unmasked Estep 
Score: -21432664.000000 Penalty: 5914.919434
	Iteration 56Q: 3 clusters Score -2.143266e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 138001 members 
Entering Unmasked Estep 
Score: -21432704.000000 Penalty: 5914.919434
	Iteration 57Q: 3 clusters Score -2.14327e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 138248 members 
Entering Unmasked Estep 
Score: -21432752.000000 Penalty: 5914.919434
	Iteration 58Q: 3 clusters Score -2.143275e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 138477 members 
Entering Unmasked Estep 
Score: -21432790.000000 Penalty: 5914.919434
	Iteration 59Q: 3 clusters Score -2.143279e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 138709 members 
Entering Unmasked Estep 
Score: -21432870.000000 Penalty: 5914.919434
	Iteration 60F: 3 clusters Score -2.143287e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 138944 members 
Entering Unmasked Estep 
Score: -21432938.000000 Penalty: 5914.919434
	Iteration 61Q: 3 clusters Score -2.143294e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 139170 members 
Entering Unmasked Estep 
Score: -21433018.000000 Penalty: 5914.919434
	Iteration 62Q: 3 clusters Score -2.143302e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 139396 members 
Entering Unmasked Estep 
Score: -21433088.000000 Penalty: 5914.919434
	Iteration 63Q: 3 clusters Score -2.143309e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 139629 members 
Entering Unmasked Estep 
Score: -21433152.000000 Penalty: 5914.919434
	Iteration 64Q: 3 clusters Score -2.143315e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 139883 members 
Entering Unmasked Estep 
Score: -21433220.000000 Penalty: 5914.919434
	Iteration 65Q: 3 clusters Score -2.143322e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 140133 members 
Entering Unmasked Estep 
Score: -21433250.000000 Penalty: 5914.919434
	Iteration 66Q: 3 clusters Score -2.143325e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 140403 members 
Entering Unmasked Estep 
Score: -21433412.000000 Penalty: 5914.919434
	Iteration 67Q: 3 clusters Score -2.143341e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 140676 members 
Entering Unmasked Estep 
Score: -21433452.000000 Penalty: 5914.919434
	Iteration 68Q: 3 clusters Score -2.143345e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 140989 members 
Entering Unmasked Estep 
Score: -21433652.000000 Penalty: 5914.919434
	Iteration 69Q: 3 clusters Score -2.143365e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 141317 members 
Entering Unmasked Estep 
Score: -21433754.000000 Penalty: 5914.919434
	Iteration 70Q: 3 clusters Score -2.143375e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 141656 members 
Entering Unmasked Estep 
Score: -21433856.000000 Penalty: 5914.919434
	Iteration 71Q: 3 clusters Score -2.143386e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 141961 members 
Entering Unmasked Estep 
Score: -21433886.000000 Penalty: 5914.919434
	Iteration 72Q: 3 clusters Score -2.143389e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 142253 members 
Entering Unmasked Estep 
Score: -21433986.000000 Penalty: 5914.919434
	Iteration 73Q: 3 clusters Score -2.143399e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 142568 members 
Entering Unmasked Estep 
Score: -21434068.000000 Penalty: 5914.919434
	Iteration 74Q: 3 clusters Score -2.143407e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 142891 members 
Entering Unmasked Estep 
Score: -21434050.000000 Penalty: 5914.919434
	Iteration 75Q: 3 clusters Score -2.143405e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 143214 members 
Entering Unmasked Estep 
Score: -21434072.000000 Penalty: 5914.919434
	Iteration 76Q: 3 clusters Score -2.143407e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 143534 members 
Entering Unmasked Estep 
Score: -21434206.000000 Penalty: 5914.919434
	Iteration 77Q: 3 clusters Score -2.143421e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 143851 members 
Entering Unmasked Estep 
Score: -21434234.000000 Penalty: 5914.919434
	Iteration 78Q: 3 clusters Score -2.143423e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 144138 members 
Entering Unmasked Estep 
Score: -21434344.000000 Penalty: 5914.919434
	Iteration 79Q: 3 clusters Score -2.143434e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 144444 members 
Entering Unmasked Estep 
Score: -21434432.000000 Penalty: 5914.919434
	Iteration 80F: 3 clusters Score -2.143443e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 144754 members 
Entering Unmasked Estep 
Score: -21434452.000000 Penalty: 5914.919434
	Iteration 81Q: 3 clusters Score -2.143445e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 145030 members 
Entering Unmasked Estep 
Score: -21434554.000000 Penalty: 5914.919434
	Iteration 82Q: 3 clusters Score -2.143455e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 145284 members 
Entering Unmasked Estep 
Score: -21434560.000000 Penalty: 5914.919434
	Iteration 83Q: 3 clusters Score -2.143456e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 145520 members 
Entering Unmasked Estep 
Score: -21434516.000000 Penalty: 5914.919434
	Iteration 84Q: 3 clusters Score -2.143452e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 145737 members 
Entering Unmasked Estep 
Score: -21434522.000000 Penalty: 5914.919434
	Iteration 85Q: 3 clusters Score -2.143452e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 145942 members 
Entering Unmasked Estep 
Score: -21434570.000000 Penalty: 5914.919434
	Iteration 86Q: 3 clusters Score -2.143457e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 146106 members 
Entering Unmasked Estep 
Score: -21434568.000000 Penalty: 5914.919434
	Iteration 87Q: 3 clusters Score -2.143457e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 146252 members 
Entering Unmasked Estep 
Score: -21434594.000000 Penalty: 5914.919434
	Iteration 88Q: 3 clusters Score -2.143459e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 146386 members 
Entering Unmasked Estep 
Score: -21434630.000000 Penalty: 5914.919434
	Iteration 89Q: 3 clusters Score -2.143463e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 146506 members 
Entering Unmasked Estep 
Score: -21434660.000000 Penalty: 5914.919434
	Iteration 90Q: 3 clusters Score -2.143466e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 146611 members 
Entering Unmasked Estep 
Score: -21434638.000000 Penalty: 5914.919434
	Iteration 91Q: 3 clusters Score -2.143464e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 146698 members 
Entering Unmasked Estep 
Score: -21434622.000000 Penalty: 5914.919434
	Iteration 92Q: 3 clusters Score -2.143462e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 146779 members 
Entering Unmasked Estep 
Score: -21434596.000000 Penalty: 5914.919434
	Iteration 93Q: 3 clusters Score -2.14346e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 146849 members 
Entering Unmasked Estep 
Score: -21434550.000000 Penalty: 5914.919434
	Iteration 94Q: 3 clusters Score -2.143455e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 146915 members 
Entering Unmasked Estep 
Score: -21434548.000000 Penalty: 5914.919434
	Iteration 95Q: 3 clusters Score -2.143455e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 146985 members 
Entering Unmasked Estep 
Score: -21434530.000000 Penalty: 5914.919434
	Iteration 96Q: 3 clusters Score -2.143453e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 147044 members 
Entering Unmasked Estep 
Score: -21434552.000000 Penalty: 5914.919434
	Iteration 97Q: 3 clusters Score -2.143455e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 147104 members 
Entering Unmasked Estep 
Score: -21434530.000000 Penalty: 5914.919434
	Iteration 98Q: 3 clusters Score -2.143453e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 147164 members 
Entering Unmasked Estep 
Score: -21434560.000000 Penalty: 5914.919434
	Iteration 99Q: 3 clusters Score -2.143456e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 147228 members 
Entering Unmasked Estep 
Score: -21434530.000000 Penalty: 5914.919434
	Iteration 100F: 3 clusters Score -2.143453e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 147278 members 
Entering Unmasked Estep 
Score: -21434576.000000 Penalty: 5914.919434
	Iteration 101Q: 3 clusters Score -2.143458e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 147315 members 
Entering Unmasked Estep 
Score: -21434560.000000 Penalty: 5914.919434
	Iteration 102Q: 3 clusters Score -2.143456e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 147341 members 
Entering Unmasked Estep 
Score: -21434590.000000 Penalty: 5914.919434
	Iteration 103Q: 3 clusters Score -2.143459e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 147370 members 
Entering Unmasked Estep 
Score: -21434606.000000 Penalty: 5914.919434
	Iteration 104Q: 3 clusters Score -2.143461e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 147402 members 
Entering Unmasked Estep 
Score: -21434596.000000 Penalty: 5914.919434
	Iteration 105Q: 3 clusters Score -2.14346e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 147427 members 
Entering Unmasked Estep 
Score: -21434572.000000 Penalty: 5914.919434
	Iteration 106Q: 3 clusters Score -2.143457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 147444 members 
Entering Unmasked Estep 
Score: -21434572.000000 Penalty: 5914.919434
	Iteration 107Q: 3 clusters Score -2.143457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 147462 members 
Entering Unmasked Estep 
Score: -21434596.000000 Penalty: 5914.919434
	Iteration 108Q: 3 clusters Score -2.14346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 147486 members 
Entering Unmasked Estep 
Score: -21434622.000000 Penalty: 5914.919434
	Iteration 109Q: 3 clusters Score -2.143462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 147508 members 
Entering Unmasked Estep 
Score: -21434592.000000 Penalty: 5914.919434
	Iteration 110Q: 3 clusters Score -2.143459e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 147535 members 
Entering Unmasked Estep 
Score: -21434602.000000 Penalty: 5914.919434
	Iteration 111Q: 3 clusters Score -2.14346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 147564 members 
Entering Unmasked Estep 
Score: -21434598.000000 Penalty: 5914.919434
	Iteration 112Q: 3 clusters Score -2.14346e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -21434628.000000 Penalty: 5914.919434
	Iteration 113Q: 3 clusters Score -2.143463e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 147620 members 
Entering Unmasked Estep 
Score: -21434610.000000 Penalty: 5914.919434
	Iteration 114Q: 3 clusters Score -2.143461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 147633 members 
Entering Unmasked Estep 
Score: -21434614.000000 Penalty: 5914.919434
	Iteration 115Q: 3 clusters Score -2.143461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 147646 members 
Entering Unmasked Estep 
Score: -21434624.000000 Penalty: 5914.919434
	Iteration 116Q: 3 clusters Score -2.143462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 147656 members 
Entering Unmasked Estep 
Score: -21434604.000000 Penalty: 5914.919434
	Iteration 117Q: 3 clusters Score -2.14346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 147662 members 
Entering Unmasked Estep 
Score: -21434604.000000 Penalty: 5914.919434
	Iteration 118Q: 3 clusters Score -2.14346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 147665 members 
Entering Unmasked Estep 
Score: -21434600.000000 Penalty: 5914.919434
	Iteration 119Q: 3 clusters Score -2.14346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 147670 members 
Entering Unmasked Estep 
Score: -21434606.000000 Penalty: 5914.919434
	Iteration 120F: 3 clusters Score -2.143461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 147674 members 
Entering Unmasked Estep 
Score: -21434598.000000 Penalty: 5914.919434
	Iteration 121Q: 3 clusters Score -2.14346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 147680 members 
Entering Unmasked Estep 
Score: -21434604.000000 Penalty: 5914.919434
	Iteration 122Q: 3 clusters Score -2.14346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 147684 members 
Entering Unmasked Estep 
Score: -21434594.000000 Penalty: 5914.919434
	Iteration 123Q: 3 clusters Score -2.143459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 147688 members 
Entering Unmasked Estep 
Score: -21434602.000000 Penalty: 5914.919434
	Iteration 124Q: 3 clusters Score -2.14346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 147690 members 
Entering Unmasked Estep 
Score: -21434590.000000 Penalty: 5914.919434
	Iteration 125Q: 3 clusters Score -2.143459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 147692 members 
Entering Unmasked Estep 
Score: -21434582.000000 Penalty: 5914.919434
	Iteration 126Q: 3 clusters Score -2.143458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 147692 members 
Entering Unmasked Estep 
Score: -21434582.000000 Penalty: 5914.919434
	Iteration 127F: 3 clusters Score -2.143458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (126991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126991 members 
Entering Unmasked Estep 
Score: -18021878.000000 Penalty: 2914.464111
	Iteration 0F: 2 clusters Score -1.802188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -17938052.000000 Penalty: 5828.928223
	Iteration 0F: 3 clusters Score -1.793805e+07 nChanged 60416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -17972952.000000 Penalty: 5828.928223
	Iteration 1F: 3 clusters Score -1.797295e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -17974146.000000 Penalty: 5828.928223
	Iteration 2Q: 3 clusters Score -1.797415e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -17975768.000000 Penalty: 5828.928223
	Iteration 3Q: 3 clusters Score -1.797577e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -17977836.000000 Penalty: 5828.928223
	Iteration 4Q: 3 clusters Score -1.797784e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77753 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -17980660.000000 Penalty: 5828.928223
	Iteration 5Q: 3 clusters Score -1.798066e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83820 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -17984936.000000 Penalty: 5828.928223
	Iteration 6F: 3 clusters Score -1.798494e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -17990444.000000 Penalty: 5828.928223
	Iteration 7F: 3 clusters Score -1.799044e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -17997314.000000 Penalty: 5828.928223
	Iteration 8F: 3 clusters Score -1.799731e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108277 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -18004180.000000 Penalty: 5828.928223
	Iteration 9F: 3 clusters Score -1.800418e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -18009694.000000 Penalty: 5828.928223
	Iteration 10F: 3 clusters Score -1.800969e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119549 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -18013546.000000 Penalty: 5828.928223
	Iteration 11Q: 3 clusters Score -1.801355e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122479 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -18015938.000000 Penalty: 5828.928223
	Iteration 12Q: 3 clusters Score -1.801594e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124251 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -18017404.000000 Penalty: 5828.928223
	Iteration 13Q: 3 clusters Score -1.80174e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125286 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -18018232.000000 Penalty: 5828.928223
	Iteration 14Q: 3 clusters Score -1.801823e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125829 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -18018630.000000 Penalty: 5828.928223
	Iteration 15Q: 3 clusters Score -1.801863e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126122 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -18018872.000000 Penalty: 5828.928223
	Iteration 16Q: 3 clusters Score -1.801887e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126267 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -18019078.000000 Penalty: 5828.928223
	Iteration 17Q: 3 clusters Score -1.801908e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126346 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -18019148.000000 Penalty: 5828.928223
	Iteration 18Q: 3 clusters Score -1.801915e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126382 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -18019172.000000 Penalty: 5828.928223
	Iteration 19Q: 3 clusters Score -1.801917e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126408 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -18019258.000000 Penalty: 5828.928223
	Iteration 20F: 3 clusters Score -1.801926e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126437 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -18019262.000000 Penalty: 5828.928223
	Iteration 21Q: 3 clusters Score -1.801926e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126451 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -18019302.000000 Penalty: 5828.928223
	Iteration 22Q: 3 clusters Score -1.80193e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126464 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -18019298.000000 Penalty: 5828.928223
	Iteration 23Q: 3 clusters Score -1.80193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126478 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -18019316.000000 Penalty: 5828.928223
	Iteration 24Q: 3 clusters Score -1.801932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126483 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -18019318.000000 Penalty: 5828.928223
	Iteration 25Q: 3 clusters Score -1.801932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126491 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -18019316.000000 Penalty: 5828.928223
	Iteration 26Q: 3 clusters Score -1.801932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126499 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -18019342.000000 Penalty: 5828.928223
	Iteration 27Q: 3 clusters Score -1.801934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126505 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -18019344.000000 Penalty: 5828.928223
	Iteration 28Q: 3 clusters Score -1.801934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126508 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -18019350.000000 Penalty: 5828.928223
	Iteration 29Q: 3 clusters Score -1.801935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126510 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -18019352.000000 Penalty: 5828.928223
	Iteration 30Q: 3 clusters Score -1.801935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126512 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -18019356.000000 Penalty: 5828.928223
	Iteration 31Q: 3 clusters Score -1.801936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126515 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -18019358.000000 Penalty: 5828.928223
	Iteration 32Q: 3 clusters Score -1.801936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -18019366.000000 Penalty: 5828.928223
	Iteration 33Q: 3 clusters Score -1.801937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -18019366.000000 Penalty: 5828.928223
	Iteration 34F: 3 clusters Score -1.801937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Entering Unmasked Estep 
Score: -1592336.125000 Penalty: 2309.531250
	Iteration 0F: 2 clusters Score -1592336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1583889.750000 Penalty: 4619.062500
	Iteration 0F: 3 clusters Score -1583890 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1586393.750000 Penalty: 4619.062500
	Iteration 1F: 3 clusters Score -1586394 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1586682.625000 Penalty: 4619.062500
	Iteration 2F: 3 clusters Score -1586683 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1586876.125000 Penalty: 4619.062500
	Iteration 3Q: 3 clusters Score -1586876 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1587020.000000 Penalty: 4619.062500
	Iteration 4Q: 3 clusters Score -1587020 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1587140.875000 Penalty: 4619.062500
	Iteration 5Q: 3 clusters Score -1587141 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1587253.125000 Penalty: 4619.062500
	Iteration 6Q: 3 clusters Score -1587253 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1587357.000000 Penalty: 4619.062500
	Iteration 7Q: 3 clusters Score -1587357 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1587453.000000 Penalty: 4619.062500
	Iteration 8Q: 3 clusters Score -1587453 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1587557.250000 Penalty: 4619.062500
	Iteration 9Q: 3 clusters Score -1587557 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1587693.625000 Penalty: 4619.062500
	Iteration 10Q: 3 clusters Score -1587694 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1587854.125000 Penalty: 4619.062500
	Iteration 11Q: 3 clusters Score -1587854 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1588058.000000 Penalty: 4619.062500
	Iteration 12Q: 3 clusters Score -1588058 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1588353.250000 Penalty: 4619.062500
	Iteration 13Q: 3 clusters Score -1588353 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1588678.375000 Penalty: 4619.062500
	Iteration 14Q: 3 clusters Score -1588678 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1589042.375000 Penalty: 4619.062500
	Iteration 15Q: 3 clusters Score -1589042 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1589360.500000 Penalty: 4619.062500
	Iteration 16Q: 3 clusters Score -1589360 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1589595.375000 Penalty: 4619.062500
	Iteration 17Q: 3 clusters Score -1589595 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1589799.750000 Penalty: 4619.062500
	Iteration 18Q: 3 clusters Score -1589800 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1589964.000000 Penalty: 4619.062500
	Iteration 19Q: 3 clusters Score -1589964 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1590075.125000 Penalty: 4619.062500
	Iteration 20F: 3 clusters Score -1590075 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1590164.625000 Penalty: 4619.062500
	Iteration 21Q: 3 clusters Score -1590165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1590230.375000 Penalty: 4619.062500
	Iteration 22Q: 3 clusters Score -1590230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1590263.625000 Penalty: 4619.062500
	Iteration 23Q: 3 clusters Score -1590264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1590296.500000 Penalty: 4619.062500
	Iteration 24Q: 3 clusters Score -1590296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1590327.375000 Penalty: 4619.062500
	Iteration 25Q: 3 clusters Score -1590327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1590345.375000 Penalty: 4619.062500
	Iteration 26Q: 3 clusters Score -1590345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1590359.500000 Penalty: 4619.062500
	Iteration 27Q: 3 clusters Score -1590360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1590367.500000 Penalty: 4619.062500
	Iteration 28Q: 3 clusters Score -1590368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1590381.375000 Penalty: 4619.062500
	Iteration 29Q: 3 clusters Score -1590381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1590394.000000 Penalty: 4619.062500
	Iteration 30Q: 3 clusters Score -1590394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1590408.250000 Penalty: 4619.062500
	Iteration 31Q: 3 clusters Score -1590408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1590421.500000 Penalty: 4619.062500
	Iteration 32Q: 3 clusters Score -1590422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1590427.625000 Penalty: 4619.062500
	Iteration 33Q: 3 clusters Score -1590428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1590431.125000 Penalty: 4619.062500
	Iteration 34Q: 3 clusters Score -1590431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1590436.625000 Penalty: 4619.062500
	Iteration 35Q: 3 clusters Score -1590437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1590439.625000 Penalty: 4619.062500
	Iteration 36Q: 3 clusters Score -1590440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1590439.625000 Penalty: 4619.062500
	Iteration 37F: 3 clusters Score -1590440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -64553.093750 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -64553.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63176.355469 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -63176.36 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63758.484375 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -63758.48 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -64413.175781 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -64413.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -65067.296875 Penalty: 3121.535889
	Iteration 3F: 3 clusters Score -65067.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -65426.093750 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -65426.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -65472.480469 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -65472.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -65579.804688 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -65579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -65611.210938 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -65611.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -65624.921875 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -65624.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -65656.312500 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -65656.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -65677.304688 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -65677.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -65748.750000 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -65748.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -65748.976562 Penalty: 3121.535889
	Iteration 12F: 3 clusters Score -65748.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -65763.671875 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -65763.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -65772.953125 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -65772.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -65779.414062 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -65779.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -65779.414062 Penalty: 3121.535889
	Iteration 16F: 3 clusters Score -65779.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 118451 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5999 members 
Mstep: Class 5 contains 202 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 41941 members 
Mstep: Class 8 contains 112184 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 151031 members 
Mstep: Class 11 contains 126991 members 
Mstep: Class 12 contains 11077 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 195536 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 38389 members 
Mstep: Class 19 contains 147010 members 
Mstep: Class 21 contains 43576 members 
Mstep: Class 22 contains 28800 members 
Entering Unmasked Estep 
Score: -146962480.000000 Penalty: 72245.875000
Splitting cluster 13 changes total score from -146962304.000000 to -146962480.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 14 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -268576.281250 Penalty: 1875.802490
	Iteration 0F: 2 clusters Score -268576.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -265975.656250 Penalty: 3751.604980
	Iteration 0F: 3 clusters Score -265975.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -266404.656250 Penalty: 3751.604980
	Iteration 1F: 3 clusters Score -266404.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -266494.250000 Penalty: 3751.604980
	Iteration 2F: 3 clusters Score -266494.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -266544.343750 Penalty: 3751.604980
	Iteration 3Q: 3 clusters Score -266544.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -266587.093750 Penalty: 3751.604980
	Iteration 4Q: 3 clusters Score -266587.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -266641.125000 Penalty: 3751.604980
	Iteration 5Q: 3 clusters Score -266641.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -266753.093750 Penalty: 3751.604980
	Iteration 6Q: 3 clusters Score -266753.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -266871.125000 Penalty: 3751.604980
	Iteration 7Q: 3 clusters Score -266871.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -266944.718750 Penalty: 3751.604980
	Iteration 8Q: 3 clusters Score -266944.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -266999.437500 Penalty: 3751.604980
	Iteration 9Q: 3 clusters Score -266999.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -267047.562500 Penalty: 3751.604980
	Iteration 10Q: 3 clusters Score -267047.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -267096.531250 Penalty: 3751.604980
	Iteration 11Q: 3 clusters Score -267096.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -267133.062500 Penalty: 3751.604980
	Iteration 12Q: 3 clusters Score -267133.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -267154.468750 Penalty: 3751.604980
	Iteration 13Q: 3 clusters Score -267154.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -267178.375000 Penalty: 3751.604980
	Iteration 14Q: 3 clusters Score -267178.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -267201.218750 Penalty: 3751.604980
	Iteration 15Q: 3 clusters Score -267201.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -267217.437500 Penalty: 3751.604980
	Iteration 16Q: 3 clusters Score -267217.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -267232.062500 Penalty: 3751.604980
	Iteration 17Q: 3 clusters Score -267232.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -267242.968750 Penalty: 3751.604980
	Iteration 18Q: 3 clusters Score -267243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -267255.343750 Penalty: 3751.604980
	Iteration 19Q: 3 clusters Score -267255.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -267263.468750 Penalty: 3751.604980
	Iteration 20F: 3 clusters Score -267263.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -267274.812500 Penalty: 3751.604980
	Iteration 21Q: 3 clusters Score -267274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -267284.031250 Penalty: 3751.604980
	Iteration 22Q: 3 clusters Score -267284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -267287.312500 Penalty: 3751.604980
	Iteration 23Q: 3 clusters Score -267287.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -267289.281250 Penalty: 3751.604980
	Iteration 24Q: 3 clusters Score -267289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -267290.156250 Penalty: 3751.604980
	Iteration 25Q: 3 clusters Score -267290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -267290.156250 Penalty: 3751.604980
	Iteration 26F: 3 clusters Score -267290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (195536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195536 members 
Entering Unmasked Estep 
Score: -27333738.000000 Penalty: 3021.507812
	Iteration 0F: 2 clusters Score -2.733374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98029 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
Score: -27226458.000000 Penalty: 6043.015625
	Iteration 0F: 3 clusters Score -2.722646e+07 nChanged 94268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102363 members 
Mstep: Class 2 contains 93173 members 
Entering Unmasked Estep 
Score: -27282012.000000 Penalty: 6043.015625
	Iteration 1F: 3 clusters Score -2.728201e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105451 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -27283144.000000 Penalty: 6043.015625
	Iteration 2Q: 3 clusters Score -2.728314e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110137 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -27284688.000000 Penalty: 6043.015625
	Iteration 3Q: 3 clusters Score -2.728469e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117189 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
Score: -27287538.000000 Penalty: 6043.015625
	Iteration 4Q: 3 clusters Score -2.728754e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127339 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -27292854.000000 Penalty: 6043.015625
	Iteration 5F: 3 clusters Score -2.729285e+07 nChanged 14004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141113 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -27301798.000000 Penalty: 6043.015625
	Iteration 6F: 3 clusters Score -2.73018e+07 nChanged 16725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -27312094.000000 Penalty: 6043.015625
	Iteration 7F: 3 clusters Score -2.731209e+07 nChanged 15984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173734 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -27319838.000000 Penalty: 6043.015625
	Iteration 8F: 3 clusters Score -2.731984e+07 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185104 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -27324848.000000 Penalty: 6043.015625
	Iteration 9F: 3 clusters Score -2.732485e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191072 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -27328080.000000 Penalty: 6043.015625
	Iteration 10Q: 3 clusters Score -2.732808e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193564 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -27329756.000000 Penalty: 6043.015625
	Iteration 11Q: 3 clusters Score -2.732976e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194429 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -27330458.000000 Penalty: 6043.015625
	Iteration 12Q: 3 clusters Score -2.733046e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194713 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -27330900.000000 Penalty: 6043.015625
	Iteration 13Q: 3 clusters Score -2.73309e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194800 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -27331060.000000 Penalty: 6043.015625
	Iteration 14Q: 3 clusters Score -2.733106e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194856 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -27331108.000000 Penalty: 6043.015625
	Iteration 15Q: 3 clusters Score -2.733111e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194877 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -27331166.000000 Penalty: 6043.015625
	Iteration 16Q: 3 clusters Score -2.733117e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194877 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -27331200.000000 Penalty: 6043.015625
	Iteration 17Q: 3 clusters Score -2.73312e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194886 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -27331182.000000 Penalty: 6043.015625
	Iteration 18Q: 3 clusters Score -2.733118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194889 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -27331212.000000 Penalty: 6043.015625
	Iteration 19Q: 3 clusters Score -2.733121e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194895 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -27331236.000000 Penalty: 6043.015625
	Iteration 20F: 3 clusters Score -2.733124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194903 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -27331248.000000 Penalty: 6043.015625
	Iteration 21Q: 3 clusters Score -2.733125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194911 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -27331260.000000 Penalty: 6043.015625
	Iteration 22Q: 3 clusters Score -2.733126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194920 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -27331280.000000 Penalty: 6043.015625
	Iteration 23Q: 3 clusters Score -2.733128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194925 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -27331300.000000 Penalty: 6043.015625
	Iteration 24Q: 3 clusters Score -2.73313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194921 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -27331296.000000 Penalty: 6043.015625
	Iteration 25Q: 3 clusters Score -2.73313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194919 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -27331310.000000 Penalty: 6043.015625
	Iteration 26Q: 3 clusters Score -2.733131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194921 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -27331324.000000 Penalty: 6043.015625
	Iteration 27Q: 3 clusters Score -2.733132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194922 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -27331330.000000 Penalty: 6043.015625
	Iteration 28Q: 3 clusters Score -2.733133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194924 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -27331320.000000 Penalty: 6043.015625
	Iteration 29Q: 3 clusters Score -2.733132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194922 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -27331344.000000 Penalty: 6043.015625
	Iteration 30Q: 3 clusters Score -2.733134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194919 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -27331342.000000 Penalty: 6043.015625
	Iteration 31Q: 3 clusters Score -2.733134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194919 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -27331352.000000 Penalty: 6043.015625
	Iteration 32Q: 3 clusters Score -2.733135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194911 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -27331344.000000 Penalty: 6043.015625
	Iteration 33Q: 3 clusters Score -2.733134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194911 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -27331354.000000 Penalty: 6043.015625
	Iteration 34Q: 3 clusters Score -2.733135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194911 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -27331344.000000 Penalty: 6043.015625
	Iteration 35Q: 3 clusters Score -2.733134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194910 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -27331340.000000 Penalty: 6043.015625
	Iteration 36Q: 3 clusters Score -2.733134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194909 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -27331356.000000 Penalty: 6043.015625
	Iteration 37Q: 3 clusters Score -2.733136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194909 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -27331356.000000 Penalty: 6043.015625
	Iteration 38F: 3 clusters Score -2.733136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Entering Unmasked Estep 
Score: -823473.625000 Penalty: 2147.872070
	Iteration 0F: 2 clusters Score -823473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -818444.937500 Penalty: 4295.744141
	Iteration 0F: 3 clusters Score -818444.9 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -819712.375000 Penalty: 4295.744141
	Iteration 1F: 3 clusters Score -819712.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -819913.375000 Penalty: 4295.744141
	Iteration 2F: 3 clusters Score -819913.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -820016.062500 Penalty: 4295.744141
	Iteration 3Q: 3 clusters Score -820016.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -820096.187500 Penalty: 4295.744141
	Iteration 4Q: 3 clusters Score -820096.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -820163.250000 Penalty: 4295.744141
	Iteration 5Q: 3 clusters Score -820163.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -820222.250000 Penalty: 4295.744141
	Iteration 6Q: 3 clusters Score -820222.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -820261.187500 Penalty: 4295.744141
	Iteration 7Q: 3 clusters Score -820261.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -820286.875000 Penalty: 4295.744141
	Iteration 8Q: 3 clusters Score -820286.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -820305.562500 Penalty: 4295.744141
	Iteration 9Q: 3 clusters Score -820305.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -820325.312500 Penalty: 4295.744141
	Iteration 10Q: 3 clusters Score -820325.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -820339.937500 Penalty: 4295.744141
	Iteration 11Q: 3 clusters Score -820339.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -820352.375000 Penalty: 4295.744141
	Iteration 12Q: 3 clusters Score -820352.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -820364.250000 Penalty: 4295.744141
	Iteration 13Q: 3 clusters Score -820364.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -820371.687500 Penalty: 4295.744141
	Iteration 14Q: 3 clusters Score -820371.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -820381.312500 Penalty: 4295.744141
	Iteration 15Q: 3 clusters Score -820381.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -820389.562500 Penalty: 4295.744141
	Iteration 16Q: 3 clusters Score -820389.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -820398.312500 Penalty: 4295.744141
	Iteration 17Q: 3 clusters Score -820398.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -820406.000000 Penalty: 4295.744141
	Iteration 18Q: 3 clusters Score -820406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -820412.875000 Penalty: 4295.744141
	Iteration 19Q: 3 clusters Score -820412.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -820418.875000 Penalty: 4295.744141
	Iteration 20F: 3 clusters Score -820418.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -820428.437500 Penalty: 4295.744141
	Iteration 21Q: 3 clusters Score -820428.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -820434.312500 Penalty: 4295.744141
	Iteration 22Q: 3 clusters Score -820434.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -820441.750000 Penalty: 4295.744141
	Iteration 23Q: 3 clusters Score -820441.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -820448.187500 Penalty: 4295.744141
	Iteration 24Q: 3 clusters Score -820448.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -820455.687500 Penalty: 4295.744141
	Iteration 25Q: 3 clusters Score -820455.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -820462.250000 Penalty: 4295.744141
	Iteration 26Q: 3 clusters Score -820462.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -820469.750000 Penalty: 4295.744141
	Iteration 27Q: 3 clusters Score -820469.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -820481.562500 Penalty: 4295.744141
	Iteration 28Q: 3 clusters Score -820481.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -820495.375000 Penalty: 4295.744141
	Iteration 29Q: 3 clusters Score -820495.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -820508.875000 Penalty: 4295.744141
	Iteration 30Q: 3 clusters Score -820508.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -820523.687500 Penalty: 4295.744141
	Iteration 31Q: 3 clusters Score -820523.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -820542.687500 Penalty: 4295.744141
	Iteration 32Q: 3 clusters Score -820542.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -820572.312500 Penalty: 4295.744141
	Iteration 33Q: 3 clusters Score -820572.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -820604.375000 Penalty: 4295.744141
	Iteration 34Q: 3 clusters Score -820604.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -820651.187500 Penalty: 4295.744141
	Iteration 35Q: 3 clusters Score -820651.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -820697.562500 Penalty: 4295.744141
	Iteration 36Q: 3 clusters Score -820697.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -820744.125000 Penalty: 4295.744141
	Iteration 37Q: 3 clusters Score -820744.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -820789.500000 Penalty: 4295.744141
	Iteration 38Q: 3 clusters Score -820789.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -820839.750000 Penalty: 4295.744141
	Iteration 39Q: 3 clusters Score -820839.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -820915.750000 Penalty: 4295.744141
	Iteration 40F: 3 clusters Score -820915.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -821005.875000 Penalty: 4295.744141
	Iteration 41Q: 3 clusters Score -821005.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -821087.812500 Penalty: 4295.744141
	Iteration 42Q: 3 clusters Score -821087.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -821189.750000 Penalty: 4295.744141
	Iteration 43Q: 3 clusters Score -821189.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -821272.000000 Penalty: 4295.744141
	Iteration 44Q: 3 clusters Score -821272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -821334.500000 Penalty: 4295.744141
	Iteration 45Q: 3 clusters Score -821334.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -821388.937500 Penalty: 4295.744141
	Iteration 46Q: 3 clusters Score -821388.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -821449.187500 Penalty: 4295.744141
	Iteration 47Q: 3 clusters Score -821449.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -821493.062500 Penalty: 4295.744141
	Iteration 48Q: 3 clusters Score -821493.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -821517.125000 Penalty: 4295.744141
	Iteration 49Q: 3 clusters Score -821517.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -821535.000000 Penalty: 4295.744141
	Iteration 50Q: 3 clusters Score -821535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -821550.312500 Penalty: 4295.744141
	Iteration 51Q: 3 clusters Score -821550.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -821562.875000 Penalty: 4295.744141
	Iteration 52Q: 3 clusters Score -821562.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -821568.312500 Penalty: 4295.744141
	Iteration 53Q: 3 clusters Score -821568.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -821574.937500 Penalty: 4295.744141
	Iteration 54Q: 3 clusters Score -821574.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -821579.750000 Penalty: 4295.744141
	Iteration 55Q: 3 clusters Score -821579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -821581.812500 Penalty: 4295.744141
	Iteration 56Q: 3 clusters Score -821581.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -821584.187500 Penalty: 4295.744141
	Iteration 57Q: 3 clusters Score -821584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -821586.937500 Penalty: 4295.744141
	Iteration 58Q: 3 clusters Score -821586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -821591.250000 Penalty: 4295.744141
	Iteration 59Q: 3 clusters Score -821591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -821597.250000 Penalty: 4295.744141
	Iteration 60F: 3 clusters Score -821597.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -821600.875000 Penalty: 4295.744141
	Iteration 61Q: 3 clusters Score -821600.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -821607.937500 Penalty: 4295.744141
	Iteration 62Q: 3 clusters Score -821607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -821611.750000 Penalty: 4295.744141
	Iteration 63Q: 3 clusters Score -821611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -821615.500000 Penalty: 4295.744141
	Iteration 64Q: 3 clusters Score -821615.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -821626.437500 Penalty: 4295.744141
	Iteration 65Q: 3 clusters Score -821626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -821632.812500 Penalty: 4295.744141
	Iteration 66Q: 3 clusters Score -821632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -821635.187500 Penalty: 4295.744141
	Iteration 67Q: 3 clusters Score -821635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -821635.937500 Penalty: 4295.744141
	Iteration 68Q: 3 clusters Score -821635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -821637.062500 Penalty: 4295.744141
	Iteration 69Q: 3 clusters Score -821637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -821639.312500 Penalty: 4295.744141
	Iteration 70Q: 3 clusters Score -821639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -821639.375000 Penalty: 4295.744141
	Iteration 71Q: 3 clusters Score -821639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -821639.875000 Penalty: 4295.744141
	Iteration 72Q: 3 clusters Score -821639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -821643.500000 Penalty: 4295.744141
	Iteration 73Q: 3 clusters Score -821643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -821644.812500 Penalty: 4295.744141
	Iteration 74Q: 3 clusters Score -821644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -821644.812500 Penalty: 4295.744141
	Iteration 75F: 3 clusters Score -821644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Entering Unmasked Estep 
Score: -5469877.000000 Penalty: 2617.770508
	Iteration 0F: 2 clusters Score -5469877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -5443760.000000 Penalty: 5235.541016
	Iteration 0F: 3 clusters Score -5443760 nChanged 17648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -5453333.000000 Penalty: 5235.541016
	Iteration 1F: 3 clusters Score -5453333 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -5453942.000000 Penalty: 5235.541016
	Iteration 2Q: 3 clusters Score -5453942 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5454706.500000 Penalty: 5235.541016
	Iteration 3Q: 3 clusters Score -5454706 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -5455783.000000 Penalty: 5235.541016
	Iteration 4F: 3 clusters Score -5455783 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -5457369.000000 Penalty: 5235.541016
	Iteration 5F: 3 clusters Score -5457369 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -5459535.000000 Penalty: 5235.541016
	Iteration 6F: 3 clusters Score -5459535 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -5462217.500000 Penalty: 5235.541016
	Iteration 7F: 3 clusters Score -5462218 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -5464644.500000 Penalty: 5235.541016
	Iteration 8F: 3 clusters Score -5464644 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -5466214.000000 Penalty: 5235.541016
	Iteration 9Q: 3 clusters Score -5466214 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5466986.000000 Penalty: 5235.541016
	Iteration 10Q: 3 clusters Score -5466986 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -5467285.500000 Penalty: 5235.541016
	Iteration 11Q: 3 clusters Score -5467286 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -5467425.500000 Penalty: 5235.541016
	Iteration 12Q: 3 clusters Score -5467426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -5467491.500000 Penalty: 5235.541016
	Iteration 13Q: 3 clusters Score -5467492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -5467539.500000 Penalty: 5235.541016
	Iteration 14Q: 3 clusters Score -5467540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -5467568.000000 Penalty: 5235.541016
	Iteration 15Q: 3 clusters Score -5467568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -5467585.500000 Penalty: 5235.541016
	Iteration 16Q: 3 clusters Score -5467586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -5467598.000000 Penalty: 5235.541016
	Iteration 17Q: 3 clusters Score -5467598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5467601.000000 Penalty: 5235.541016
	Iteration 18Q: 3 clusters Score -5467601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5467604.500000 Penalty: 5235.541016
	Iteration 19Q: 3 clusters Score -5467604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5467604.500000 Penalty: 5235.541016
	Iteration 20F: 3 clusters Score -5467604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (147010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147010 members 
Entering Unmasked Estep 
Score: -20714240.000000 Penalty: 2950.767578
	Iteration 0F: 2 clusters Score -2.071424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -20618396.000000 Penalty: 5901.535156
	Iteration 0F: 3 clusters Score -2.06184e+07 nChanged 70242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -20659970.000000 Penalty: 5901.535156
	Iteration 1F: 3 clusters Score -2.065997e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -20661782.000000 Penalty: 5901.535156
	Iteration 2Q: 3 clusters Score -2.066178e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -20664018.000000 Penalty: 5901.535156
	Iteration 3Q: 3 clusters Score -2.066402e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -20667188.000000 Penalty: 5901.535156
	Iteration 4Q: 3 clusters Score -2.066719e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84677 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -20671552.000000 Penalty: 5901.535156
	Iteration 5F: 3 clusters Score -2.067155e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89091 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -20676748.000000 Penalty: 5901.535156
	Iteration 6F: 3 clusters Score -2.067675e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -20681818.000000 Penalty: 5901.535156
	Iteration 7F: 3 clusters Score -2.068182e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99523 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -20686602.000000 Penalty: 5901.535156
	Iteration 8F: 3 clusters Score -2.06866e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104692 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -20691212.000000 Penalty: 5901.535156
	Iteration 9F: 3 clusters Score -2.069121e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -20695996.000000 Penalty: 5901.535156
	Iteration 10Q: 3 clusters Score -2.0696e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113809 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -20700176.000000 Penalty: 5901.535156
	Iteration 11Q: 3 clusters Score -2.070018e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117248 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -20703026.000000 Penalty: 5901.535156
	Iteration 12Q: 3 clusters Score -2.070303e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120127 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -20704674.000000 Penalty: 5901.535156
	Iteration 13Q: 3 clusters Score -2.070467e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122599 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -20705806.000000 Penalty: 5901.535156
	Iteration 14Q: 3 clusters Score -2.070581e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124879 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -20706654.000000 Penalty: 5901.535156
	Iteration 15Q: 3 clusters Score -2.070665e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -20707396.000000 Penalty: 5901.535156
	Iteration 16Q: 3 clusters Score -2.07074e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128880 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -20708212.000000 Penalty: 5901.535156
	Iteration 17Q: 3 clusters Score -2.070821e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130603 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -20708862.000000 Penalty: 5901.535156
	Iteration 18Q: 3 clusters Score -2.070886e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132079 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -20709410.000000 Penalty: 5901.535156
	Iteration 19Q: 3 clusters Score -2.070941e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -20709986.000000 Penalty: 5901.535156
	Iteration 20F: 3 clusters Score -2.070999e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134505 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -20710468.000000 Penalty: 5901.535156
	Iteration 21Q: 3 clusters Score -2.071047e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135475 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -20710814.000000 Penalty: 5901.535156
	Iteration 22Q: 3 clusters Score -2.071081e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136376 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -20711020.000000 Penalty: 5901.535156
	Iteration 23Q: 3 clusters Score -2.071102e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137147 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -20711212.000000 Penalty: 5901.535156
	Iteration 24Q: 3 clusters Score -2.071121e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137796 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -20711450.000000 Penalty: 5901.535156
	Iteration 25Q: 3 clusters Score -2.071145e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138381 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -20711498.000000 Penalty: 5901.535156
	Iteration 26Q: 3 clusters Score -2.07115e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138922 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -20711630.000000 Penalty: 5901.535156
	Iteration 27Q: 3 clusters Score -2.071163e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139378 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -20711724.000000 Penalty: 5901.535156
	Iteration 28Q: 3 clusters Score -2.071172e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139789 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -20711824.000000 Penalty: 5901.535156
	Iteration 29Q: 3 clusters Score -2.071182e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140190 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -20711812.000000 Penalty: 5901.535156
	Iteration 30Q: 3 clusters Score -2.071181e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140545 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -20711786.000000 Penalty: 5901.535156
	Iteration 31Q: 3 clusters Score -2.071179e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -20711814.000000 Penalty: 5901.535156
	Iteration 32Q: 3 clusters Score -2.071181e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141186 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -20711856.000000 Penalty: 5901.535156
	Iteration 33Q: 3 clusters Score -2.071186e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141426 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -20711842.000000 Penalty: 5901.535156
	Iteration 34Q: 3 clusters Score -2.071184e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141645 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -20711864.000000 Penalty: 5901.535156
	Iteration 35Q: 3 clusters Score -2.071186e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141848 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -20711922.000000 Penalty: 5901.535156
	Iteration 36Q: 3 clusters Score -2.071192e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -20711942.000000 Penalty: 5901.535156
	Iteration 37Q: 3 clusters Score -2.071194e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142186 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -20711940.000000 Penalty: 5901.535156
	Iteration 38Q: 3 clusters Score -2.071194e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142346 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -20711934.000000 Penalty: 5901.535156
	Iteration 39Q: 3 clusters Score -2.071193e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142487 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -20711952.000000 Penalty: 5901.535156
	Iteration 40F: 3 clusters Score -2.071195e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142614 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -20711924.000000 Penalty: 5901.535156
	Iteration 41Q: 3 clusters Score -2.071192e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142737 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -20711930.000000 Penalty: 5901.535156
	Iteration 42Q: 3 clusters Score -2.071193e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142838 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -20711962.000000 Penalty: 5901.535156
	Iteration 43Q: 3 clusters Score -2.071196e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142929 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -20711946.000000 Penalty: 5901.535156
	Iteration 44Q: 3 clusters Score -2.071195e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143015 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -20711960.000000 Penalty: 5901.535156
	Iteration 45Q: 3 clusters Score -2.071196e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143108 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -20711916.000000 Penalty: 5901.535156
	Iteration 46Q: 3 clusters Score -2.071192e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143204 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -20711908.000000 Penalty: 5901.535156
	Iteration 47Q: 3 clusters Score -2.071191e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143283 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -20711884.000000 Penalty: 5901.535156
	Iteration 48Q: 3 clusters Score -2.071188e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143356 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -20711924.000000 Penalty: 5901.535156
	Iteration 49Q: 3 clusters Score -2.071192e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143427 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -20711956.000000 Penalty: 5901.535156
	Iteration 50Q: 3 clusters Score -2.071196e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143492 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -20711996.000000 Penalty: 5901.535156
	Iteration 51Q: 3 clusters Score -2.0712e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143547 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -20712044.000000 Penalty: 5901.535156
	Iteration 52Q: 3 clusters Score -2.071204e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143601 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -20712038.000000 Penalty: 5901.535156
	Iteration 53Q: 3 clusters Score -2.071204e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143650 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -20712024.000000 Penalty: 5901.535156
	Iteration 54Q: 3 clusters Score -2.071202e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143683 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -20711984.000000 Penalty: 5901.535156
	Iteration 55Q: 3 clusters Score -2.071198e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143729 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -20711980.000000 Penalty: 5901.535156
	Iteration 56Q: 3 clusters Score -2.071198e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143773 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -20712000.000000 Penalty: 5901.535156
	Iteration 57Q: 3 clusters Score -2.0712e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143818 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -20711990.000000 Penalty: 5901.535156
	Iteration 58Q: 3 clusters Score -2.071199e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143869 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -20711972.000000 Penalty: 5901.535156
	Iteration 59Q: 3 clusters Score -2.071197e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143919 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -20711976.000000 Penalty: 5901.535156
	Iteration 60F: 3 clusters Score -2.071198e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143956 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -20712004.000000 Penalty: 5901.535156
	Iteration 61Q: 3 clusters Score -2.0712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143996 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -20711982.000000 Penalty: 5901.535156
	Iteration 62Q: 3 clusters Score -2.071198e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144034 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -20712012.000000 Penalty: 5901.535156
	Iteration 63Q: 3 clusters Score -2.071201e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144077 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -20712008.000000 Penalty: 5901.535156
	Iteration 64Q: 3 clusters Score -2.071201e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144106 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -20712024.000000 Penalty: 5901.535156
	Iteration 65Q: 3 clusters Score -2.071202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144139 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -20712020.000000 Penalty: 5901.535156
	Iteration 66Q: 3 clusters Score -2.071202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144164 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -20712042.000000 Penalty: 5901.535156
	Iteration 67Q: 3 clusters Score -2.071204e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144197 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -20712020.000000 Penalty: 5901.535156
	Iteration 68Q: 3 clusters Score -2.071202e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144225 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -20712012.000000 Penalty: 5901.535156
	Iteration 69Q: 3 clusters Score -2.071201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144243 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -20712032.000000 Penalty: 5901.535156
	Iteration 70Q: 3 clusters Score -2.071203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144259 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -20712040.000000 Penalty: 5901.535156
	Iteration 71Q: 3 clusters Score -2.071204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144280 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -20712048.000000 Penalty: 5901.535156
	Iteration 72Q: 3 clusters Score -2.071205e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144303 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -20712056.000000 Penalty: 5901.535156
	Iteration 73Q: 3 clusters Score -2.071206e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144322 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -20712038.000000 Penalty: 5901.535156
	Iteration 74Q: 3 clusters Score -2.071204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144340 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -20712030.000000 Penalty: 5901.535156
	Iteration 75Q: 3 clusters Score -2.071203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144352 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -20712038.000000 Penalty: 5901.535156
	Iteration 76Q: 3 clusters Score -2.071204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144359 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -20712026.000000 Penalty: 5901.535156
	Iteration 77Q: 3 clusters Score -2.071203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144372 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -20712012.000000 Penalty: 5901.535156
	Iteration 78Q: 3 clusters Score -2.071201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144383 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -20711998.000000 Penalty: 5901.535156
	Iteration 79Q: 3 clusters Score -2.0712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144388 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -20712008.000000 Penalty: 5901.535156
	Iteration 80F: 3 clusters Score -2.071201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144393 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -20711996.000000 Penalty: 5901.535156
	Iteration 81Q: 3 clusters Score -2.0712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144399 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -20712000.000000 Penalty: 5901.535156
	Iteration 82Q: 3 clusters Score -2.0712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144405 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -20712000.000000 Penalty: 5901.535156
	Iteration 83Q: 3 clusters Score -2.0712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -20712002.000000 Penalty: 5901.535156
	Iteration 84Q: 3 clusters Score -2.0712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144413 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -20711994.000000 Penalty: 5901.535156
	Iteration 85Q: 3 clusters Score -2.071199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144414 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -20711982.000000 Penalty: 5901.535156
	Iteration 86Q: 3 clusters Score -2.071198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144418 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -20711992.000000 Penalty: 5901.535156
	Iteration 87Q: 3 clusters Score -2.071199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144420 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -20712008.000000 Penalty: 5901.535156
	Iteration 88Q: 3 clusters Score -2.071201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144423 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -20712018.000000 Penalty: 5901.535156
	Iteration 89Q: 3 clusters Score -2.071202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144432 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -20712018.000000 Penalty: 5901.535156
	Iteration 90Q: 3 clusters Score -2.071202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144438 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -20712032.000000 Penalty: 5901.535156
	Iteration 91Q: 3 clusters Score -2.071203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144444 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -20712024.000000 Penalty: 5901.535156
	Iteration 92Q: 3 clusters Score -2.071202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144447 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -20712028.000000 Penalty: 5901.535156
	Iteration 93Q: 3 clusters Score -2.071203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144449 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -20712030.000000 Penalty: 5901.535156
	Iteration 94Q: 3 clusters Score -2.071203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -20712038.000000 Penalty: 5901.535156
	Iteration 95Q: 3 clusters Score -2.071204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144462 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -20712052.000000 Penalty: 5901.535156
	Iteration 96Q: 3 clusters Score -2.071205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144467 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -20712030.000000 Penalty: 5901.535156
	Iteration 97Q: 3 clusters Score -2.071203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144479 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -20712030.000000 Penalty: 5901.535156
	Iteration 98Q: 3 clusters Score -2.071203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144488 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -20712020.000000 Penalty: 5901.535156
	Iteration 99Q: 3 clusters Score -2.071202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144499 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -20712030.000000 Penalty: 5901.535156
	Iteration 100F: 3 clusters Score -2.071203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144506 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -20712018.000000 Penalty: 5901.535156
	Iteration 101Q: 3 clusters Score -2.071202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144511 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -20712014.000000 Penalty: 5901.535156
	Iteration 102Q: 3 clusters Score -2.071201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144518 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -20711996.000000 Penalty: 5901.535156
	Iteration 103Q: 3 clusters Score -2.0712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144528 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -20712008.000000 Penalty: 5901.535156
	Iteration 104Q: 3 clusters Score -2.071201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144535 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -20712008.000000 Penalty: 5901.535156
	Iteration 105Q: 3 clusters Score -2.071201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144543 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -20712012.000000 Penalty: 5901.535156
	Iteration 106Q: 3 clusters Score -2.071201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144556 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -20712000.000000 Penalty: 5901.535156
	Iteration 107Q: 3 clusters Score -2.0712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144571 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -20711988.000000 Penalty: 5901.535156
	Iteration 108Q: 3 clusters Score -2.071199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144586 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -20711982.000000 Penalty: 5901.535156
	Iteration 109Q: 3 clusters Score -2.071198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144601 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -20711986.000000 Penalty: 5901.535156
	Iteration 110Q: 3 clusters Score -2.071199e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144620 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -20711986.000000 Penalty: 5901.535156
	Iteration 111Q: 3 clusters Score -2.071199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144638 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -20711956.000000 Penalty: 5901.535156
	Iteration 112Q: 3 clusters Score -2.071196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144657 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -20711992.000000 Penalty: 5901.535156
	Iteration 113Q: 3 clusters Score -2.071199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144673 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -20711986.000000 Penalty: 5901.535156
	Iteration 114Q: 3 clusters Score -2.071199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144684 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -20711990.000000 Penalty: 5901.535156
	Iteration 115Q: 3 clusters Score -2.071199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144696 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -20711988.000000 Penalty: 5901.535156
	Iteration 116Q: 3 clusters Score -2.071199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -20711982.000000 Penalty: 5901.535156
	Iteration 117Q: 3 clusters Score -2.071198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -20711972.000000 Penalty: 5901.535156
	Iteration 118Q: 3 clusters Score -2.071197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144723 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -20711964.000000 Penalty: 5901.535156
	Iteration 119Q: 3 clusters Score -2.071196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144728 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -20711968.000000 Penalty: 5901.535156
	Iteration 120F: 3 clusters Score -2.071197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144733 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -20711976.000000 Penalty: 5901.535156
	Iteration 121Q: 3 clusters Score -2.071198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144740 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -20711958.000000 Penalty: 5901.535156
	Iteration 122Q: 3 clusters Score -2.071196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144746 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -20711966.000000 Penalty: 5901.535156
	Iteration 123Q: 3 clusters Score -2.071197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144752 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -20711984.000000 Penalty: 5901.535156
	Iteration 124Q: 3 clusters Score -2.071198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144754 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -20711974.000000 Penalty: 5901.535156
	Iteration 125Q: 3 clusters Score -2.071197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144754 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -20711974.000000 Penalty: 5901.535156
	Iteration 126F: 3 clusters Score -2.071197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Entering Unmasked Estep 
Score: -6222019.500000 Penalty: 2649.200928
	Iteration 0F: 2 clusters Score -6222020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -6192582.500000 Penalty: 5298.401855
	Iteration 0F: 3 clusters Score -6192582 nChanged 20013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -6203538.000000 Penalty: 5298.401855
	Iteration 1F: 3 clusters Score -6203538 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -6203941.000000 Penalty: 5298.401855
	Iteration 2Q: 3 clusters Score -6203941 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -6204307.000000 Penalty: 5298.401855
	Iteration 3Q: 3 clusters Score -6204307 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -6204635.000000 Penalty: 5298.401855
	Iteration 4Q: 3 clusters Score -6204635 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -6205005.000000 Penalty: 5298.401855
	Iteration 5Q: 3 clusters Score -6205005 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -6205361.000000 Penalty: 5298.401855
	Iteration 6Q: 3 clusters Score -6205361 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -6205770.000000 Penalty: 5298.401855
	Iteration 7Q: 3 clusters Score -6205770 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -6206236.000000 Penalty: 5298.401855
	Iteration 8Q: 3 clusters Score -6206236 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -6206853.500000 Penalty: 5298.401855
	Iteration 9Q: 3 clusters Score -6206854 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -6207612.000000 Penalty: 5298.401855
	Iteration 10Q: 3 clusters Score -6207612 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -6208800.000000 Penalty: 5298.401855
	Iteration 11Q: 3 clusters Score -6208800 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -6210379.500000 Penalty: 5298.401855
	Iteration 12F: 3 clusters Score -6210380 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -6212255.000000 Penalty: 5298.401855
	Iteration 13F: 3 clusters Score -6212255 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -6214248.500000 Penalty: 5298.401855
	Iteration 14F: 3 clusters Score -6214248 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -6216012.000000 Penalty: 5298.401855
	Iteration 15Q: 3 clusters Score -6216012 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -6217315.000000 Penalty: 5298.401855
	Iteration 16Q: 3 clusters Score -6217315 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6218279.500000 Penalty: 5298.401855
	Iteration 17Q: 3 clusters Score -6218280 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6218865.500000 Penalty: 5298.401855
	Iteration 18Q: 3 clusters Score -6218866 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6219191.500000 Penalty: 5298.401855
	Iteration 19Q: 3 clusters Score -6219192 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6219418.500000 Penalty: 5298.401855
	Iteration 20F: 3 clusters Score -6219418 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6219555.000000 Penalty: 5298.401855
	Iteration 21Q: 3 clusters Score -6219555 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6219633.500000 Penalty: 5298.401855
	Iteration 22Q: 3 clusters Score -6219634 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6219693.500000 Penalty: 5298.401855
	Iteration 23Q: 3 clusters Score -6219694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6219726.000000 Penalty: 5298.401855
	Iteration 24Q: 3 clusters Score -6219726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6219757.500000 Penalty: 5298.401855
	Iteration 25Q: 3 clusters Score -6219758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6219774.000000 Penalty: 5298.401855
	Iteration 26Q: 3 clusters Score -6219774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6219784.000000 Penalty: 5298.401855
	Iteration 27Q: 3 clusters Score -6219784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6219803.500000 Penalty: 5298.401855
	Iteration 28Q: 3 clusters Score -6219804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6219810.000000 Penalty: 5298.401855
	Iteration 29Q: 3 clusters Score -6219810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6219810.000000 Penalty: 5298.401855
	Iteration 30Q: 3 clusters Score -6219810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6219806.500000 Penalty: 5298.401855
	Iteration 31Q: 3 clusters Score -6219806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6219802.000000 Penalty: 5298.401855
	Iteration 32Q: 3 clusters Score -6219802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6219816.000000 Penalty: 5298.401855
	Iteration 33Q: 3 clusters Score -6219816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6219816.500000 Penalty: 5298.401855
	Iteration 34Q: 3 clusters Score -6219816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6219812.000000 Penalty: 5298.401855
	Iteration 35Q: 3 clusters Score -6219812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6219814.000000 Penalty: 5298.401855
	Iteration 36Q: 3 clusters Score -6219814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6219823.000000 Penalty: 5298.401855
	Iteration 37Q: 3 clusters Score -6219823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6219832.500000 Penalty: 5298.401855
	Iteration 38Q: 3 clusters Score -6219832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6219830.500000 Penalty: 5298.401855
	Iteration 39Q: 3 clusters Score -6219830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6219834.500000 Penalty: 5298.401855
	Iteration 40F: 3 clusters Score -6219834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6219834.500000 Penalty: 5298.401855
	Iteration 41Q: 3 clusters Score -6219834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6219834.500000 Penalty: 5298.401855
	Iteration 42Q: 3 clusters Score -6219834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6219834.500000 Penalty: 5298.401855
	Iteration 43F: 3 clusters Score -6219834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Entering Unmasked Estep 
Score: -3938211.500000 Penalty: 2546.496338
	Iteration 0F: 2 clusters Score -3938212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3918474.500000 Penalty: 5092.992676
	Iteration 0F: 3 clusters Score -3918474 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3926096.000000 Penalty: 5092.992676
	Iteration 1F: 3 clusters Score -3926096 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3927515.750000 Penalty: 5092.992676
	Iteration 2F: 3 clusters Score -3927516 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3929284.500000 Penalty: 5092.992676
	Iteration 3F: 3 clusters Score -3929284 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3931257.750000 Penalty: 5092.992676
	Iteration 4F: 3 clusters Score -3931258 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3932948.750000 Penalty: 5092.992676
	Iteration 5F: 3 clusters Score -3932949 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3934014.500000 Penalty: 5092.992676
	Iteration 6F: 3 clusters Score -3934014 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3934627.000000 Penalty: 5092.992676
	Iteration 7Q: 3 clusters Score -3934627 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3935111.750000 Penalty: 5092.992676
	Iteration 8Q: 3 clusters Score -3935112 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3935543.750000 Penalty: 5092.992676
	Iteration 9Q: 3 clusters Score -3935544 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3935996.750000 Penalty: 5092.992676
	Iteration 10Q: 3 clusters Score -3935997 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3936483.750000 Penalty: 5092.992676
	Iteration 11Q: 3 clusters Score -3936484 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3936971.250000 Penalty: 5092.992676
	Iteration 12Q: 3 clusters Score -3936971 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3937382.250000 Penalty: 5092.992676
	Iteration 13Q: 3 clusters Score -3937382 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3937586.500000 Penalty: 5092.992676
	Iteration 14Q: 3 clusters Score -3937586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3937655.500000 Penalty: 5092.992676
	Iteration 15Q: 3 clusters Score -3937656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3937675.250000 Penalty: 5092.992676
	Iteration 16Q: 3 clusters Score -3937675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3937693.250000 Penalty: 5092.992676
	Iteration 17Q: 3 clusters Score -3937693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3937695.000000 Penalty: 5092.992676
	Iteration 18Q: 3 clusters Score -3937695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3937707.000000 Penalty: 5092.992676
	Iteration 19Q: 3 clusters Score -3937707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3937708.250000 Penalty: 5092.992676
	Iteration 20F: 3 clusters Score -3937708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3937711.250000 Penalty: 5092.992676
	Iteration 21Q: 3 clusters Score -3937711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3937715.750000 Penalty: 5092.992676
	Iteration 22Q: 3 clusters Score -3937716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3937714.250000 Penalty: 5092.992676
	Iteration 23Q: 3 clusters Score -3937714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3937720.000000 Penalty: 5092.992676
	Iteration 24Q: 3 clusters Score -3937720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3937722.750000 Penalty: 5092.992676
	Iteration 25Q: 3 clusters Score -3937723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3937722.500000 Penalty: 5092.992676
	Iteration 26Q: 3 clusters Score -3937722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3937724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3937718.500000 Penalty: 5092.992676
	Iteration 28Q: 3 clusters Score -3937718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3937718.500000 Penalty: 5092.992676
	Iteration 29F: 3 clusters Score -3937718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 118451 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5999 members 
Mstep: Class 5 contains 202 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 41941 members 
Mstep: Class 8 contains 112184 members 
Mstep: Class 10 contains 151031 members 
Mstep: Class 11 contains 126991 members 
Mstep: Class 12 contains 11077 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 16 contains 195536 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 38389 members 
Mstep: Class 19 contains 147010 members 
Mstep: Class 21 contains 43576 members 
Mstep: Class 22 contains 28800 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 22 clusters Score -1.469635e+08 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 1843 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 120828 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 202 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 41987 members 
Mstep: Class 8 contains 109194 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 151004 members 
Mstep: Class 11 contains 128603 members 
Mstep: Class 12 contains 11153 members 
Mstep: Class 13 contains 407 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 139 members 
Mstep: Class 16 contains 194538 members 
Mstep: Class 17 contains 5641 members 
Mstep: Class 18 contains 38518 members 
Mstep: Class 19 contains 147273 members 
Mstep: Class 21 contains 43313 members 
Mstep: Class 22 contains 28914 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 22 clusters Score -1.469662e+08 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 1838 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 123202 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 6019 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 41971 members 
Mstep: Class 8 contains 106435 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 150946 members 
Mstep: Class 11 contains 130190 members 
Mstep: Class 12 contains 11559 members 
Mstep: Class 13 contains 409 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 143 members 
Mstep: Class 16 contains 193302 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 38642 members 
Mstep: Class 19 contains 147343 members 
Mstep: Class 21 contains 43014 members 
Mstep: Class 22 contains 29055 members 
Entering Unmasked Estep 
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Iteration 41Q: 22 clusters Score -1.469687e+08 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 125780 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 6018 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 41904 members 
Mstep: Class 8 contains 103572 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 150833 members 
Mstep: Class 11 contains 131684 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 411 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 192100 members 
Mstep: Class 17 contains 5455 members 
Mstep: Class 18 contains 38760 members 
Mstep: Class 19 contains 147509 members 
Mstep: Class 21 contains 42747 members 
Mstep: Class 22 contains 29190 members 
Entering Unmasked Estep 
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Iteration 42Q: 22 clusters Score -1.469716e+08 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 128513 members 
Mstep: Class 3 contains 1180 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 41819 members 
Mstep: Class 8 contains 100646 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 150817 members 
Mstep: Class 11 contains 133082 members 
Mstep: Class 12 contains 12151 members 
Mstep: Class 13 contains 411 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 190931 members 
Mstep: Class 17 contains 5423 members 
Mstep: Class 18 contains 38847 members 
Mstep: Class 19 contains 147560 members 
Mstep: Class 21 contains 42500 members 
Mstep: Class 22 contains 29333 members 
Entering Unmasked Estep 
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Iteration 43Q: 22 clusters Score -1.469736e+08 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 131111 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 6026 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 41715 members 
Mstep: Class 8 contains 97730 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 150806 members 
Mstep: Class 11 contains 134402 members 
Mstep: Class 12 contains 12398 members 
Mstep: Class 13 contains 413 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 144 members 
Mstep: Class 16 contains 189811 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 38894 members 
Mstep: Class 19 contains 147703 members 
Mstep: Class 21 contains 42316 members 
Mstep: Class 22 contains 29491 members 
Entering Unmasked Estep 
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Iteration 44Q: 22 clusters Score -1.469752e+08 nChanged 11746
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 133730 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 41596 members 
Mstep: Class 8 contains 95017 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 150747 members 
Mstep: Class 11 contains 135641 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 144 members 
Mstep: Class 16 contains 188639 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 38921 members 
Mstep: Class 19 contains 147788 members 
Mstep: Class 21 contains 42160 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
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Iteration 45Q: 22 clusters Score -1.469764e+08 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 136309 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 6047 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 41472 members 
Mstep: Class 8 contains 92314 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 150681 members 
Mstep: Class 11 contains 136843 members 
Mstep: Class 12 contains 12766 members 
Mstep: Class 13 contains 414 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 187432 members 
Mstep: Class 17 contains 5669 members 
Mstep: Class 18 contains 38963 members 
Mstep: Class 19 contains 147891 members 
Mstep: Class 21 contains 42031 members 
Mstep: Class 22 contains 29792 members 
Entering Unmasked Estep 
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Iteration 46Q: 22 clusters Score -1.469788e+08 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 138943 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 41291 members 
Mstep: Class 8 contains 89744 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 150593 members 
Mstep: Class 11 contains 137959 members 
Mstep: Class 12 contains 12927 members 
Mstep: Class 13 contains 414 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 186195 members 
Mstep: Class 17 contains 5820 members 
Mstep: Class 18 contains 38996 members 
Mstep: Class 19 contains 148074 members 
Mstep: Class 21 contains 41922 members 
Mstep: Class 22 contains 29934 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 22 clusters Score -1.469796e+08 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 141580 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 41091 members 
Mstep: Class 8 contains 87366 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 150462 members 
Mstep: Class 11 contains 138964 members 
Mstep: Class 12 contains 13068 members 
Mstep: Class 13 contains 414 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 184970 members 
Mstep: Class 17 contains 5990 members 
Mstep: Class 18 contains 39021 members 
Mstep: Class 19 contains 148270 members 
Mstep: Class 21 contains 41824 members 
Mstep: Class 22 contains 30079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146981904.000000 Penalty: 72245.875000
Iteration 48Q: 22 clusters Score -1.469819e+08 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 144140 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 40907 members 
Mstep: Class 8 contains 85164 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 150313 members 
Mstep: Class 11 contains 139831 members 
Mstep: Class 12 contains 13186 members 
Mstep: Class 13 contains 414 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 183812 members 
Mstep: Class 17 contains 6168 members 
Mstep: Class 18 contains 39049 members 
Mstep: Class 19 contains 148389 members 
Mstep: Class 21 contains 41759 members 
Mstep: Class 22 contains 30245 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 22 clusters Score -1.46984e+08 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 146562 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 5982 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 40747 members 
Mstep: Class 8 contains 83151 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 150031 members 
Mstep: Class 11 contains 140699 members 
Mstep: Class 12 contains 13291 members 
Mstep: Class 13 contains 414 members 
Mstep: Class 14 contains 1924 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 182753 members 
Mstep: Class 17 contains 6366 members 
Mstep: Class 18 contains 39037 members 
Mstep: Class 19 contains 148489 members 
Mstep: Class 21 contains 41690 members 
Mstep: Class 22 contains 30409 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 22 clusters Score -1.469851e+08 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 148881 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 5967 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 40599 members 
Mstep: Class 8 contains 81288 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 149696 members 
Mstep: Class 11 contains 141596 members 
Mstep: Class 12 contains 13373 members 
Mstep: Class 13 contains 414 members 
Mstep: Class 14 contains 1920 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 181599 members 
Mstep: Class 17 contains 6553 members 
Mstep: Class 18 contains 39037 members 
Mstep: Class 19 contains 148649 members 
Mstep: Class 21 contains 41633 members 
Mstep: Class 22 contains 30592 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 22 clusters Score -1.469863e+08 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 151439 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 5944 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40477 members 
Mstep: Class 8 contains 79525 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 149473 members 
Mstep: Class 11 contains 142325 members 
Mstep: Class 12 contains 13409 members 
Mstep: Class 13 contains 415 members 
Mstep: Class 14 contains 1920 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 180292 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 39018 members 
Mstep: Class 19 contains 148740 members 
Mstep: Class 21 contains 41586 members 
Mstep: Class 22 contains 30802 members 
Entering Unmasked Estep 
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Iteration 52Q: 22 clusters Score -1.469885e+08 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 154768 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 5898 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 40315 members 
Mstep: Class 8 contains 77810 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 149274 members 
Mstep: Class 11 contains 142810 members 
Mstep: Class 12 contains 13419 members 
Mstep: Class 13 contains 415 members 
Mstep: Class 14 contains 1920 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 178806 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 38952 members 
Mstep: Class 19 contains 148663 members 
Mstep: Class 21 contains 41459 members 
Mstep: Class 22 contains 31029 members 
Entering Unmasked Estep 
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Iteration 53Q: 22 clusters Score -1.469902e+08 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 158992 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40126 members 
Mstep: Class 8 contains 76165 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 149205 members 
Mstep: Class 11 contains 142939 members 
Mstep: Class 12 contains 13381 members 
Mstep: Class 13 contains 415 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 177047 members 
Mstep: Class 17 contains 6869 members 
Mstep: Class 18 contains 38890 members 
Mstep: Class 19 contains 148277 members 
Mstep: Class 21 contains 41323 members 
Mstep: Class 22 contains 31228 members 
Entering Unmasked Estep 
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Iteration 54Q: 22 clusters Score -1.469909e+08 nChanged 14805
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 163896 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 39907 members 
Mstep: Class 8 contains 74631 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 149296 members 
Mstep: Class 11 contains 142575 members 
Mstep: Class 12 contains 13303 members 
Mstep: Class 13 contains 415 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 175152 members 
Mstep: Class 17 contains 6920 members 
Mstep: Class 18 contains 38772 members 
Mstep: Class 19 contains 147743 members 
Mstep: Class 21 contains 41199 members 
Mstep: Class 22 contains 31428 members 
Entering Unmasked Estep 
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Iteration 55Q: 22 clusters Score -1.469921e+08 nChanged 15862
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 169231 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 5715 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 39692 members 
Mstep: Class 8 contains 73216 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 149607 members 
Mstep: Class 11 contains 141795 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 415 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 173163 members 
Mstep: Class 17 contains 6966 members 
Mstep: Class 18 contains 38629 members 
Mstep: Class 19 contains 146980 members 
Mstep: Class 21 contains 41077 members 
Mstep: Class 22 contains 31617 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -1.469925e+08 nChanged 16298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 174055 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 5677 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 39581 members 
Mstep: Class 8 contains 71887 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 149918 members 
Mstep: Class 11 contains 140828 members 
Mstep: Class 12 contains 13016 members 
Mstep: Class 13 contains 415 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 171457 members 
Mstep: Class 17 contains 6993 members 
Mstep: Class 18 contains 38514 members 
Mstep: Class 19 contains 146466 members 
Mstep: Class 21 contains 40943 members 
Mstep: Class 22 contains 31801 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -1.469918e+08 nChanged 16169
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 177617 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 5635 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 39538 members 
Mstep: Class 8 contains 70821 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 150439 members 
Mstep: Class 11 contains 139860 members 
Mstep: Class 12 contains 12861 members 
Mstep: Class 13 contains 415 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 170181 members 
Mstep: Class 17 contains 7046 members 
Mstep: Class 18 contains 38384 members 
Mstep: Class 19 contains 146121 members 
Mstep: Class 21 contains 40868 members 
Mstep: Class 22 contains 31962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146990016.000000 Penalty: 72245.875000
Iteration 58Q: 22 clusters Score -1.4699e+08 nChanged 14903
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 179465 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 39556 members 
Mstep: Class 8 contains 69980 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 151287 members 
Mstep: Class 11 contains 139027 members 
Mstep: Class 12 contains 12726 members 
Mstep: Class 13 contains 415 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 169461 members 
Mstep: Class 17 contains 7102 members 
Mstep: Class 18 contains 38270 members 
Mstep: Class 19 contains 146114 members 
Mstep: Class 21 contains 40818 members 
Mstep: Class 22 contains 32094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146988592.000000 Penalty: 72245.875000
Iteration 59Q: 22 clusters Score -1.469886e+08 nChanged 12956
Entering Unmasked Mstep 
Mstep: Class 0 contains 1835 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 179486 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 39660 members 
Mstep: Class 8 contains 69283 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 152554 members 
Mstep: Class 11 contains 138620 members 
Mstep: Class 12 contains 12627 members 
Mstep: Class 13 contains 415 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 15 contains 145 members 
Mstep: Class 16 contains 169193 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 38181 members 
Mstep: Class 19 contains 146364 members 
Mstep: Class 21 contains 40814 members 
Mstep: Class 22 contains 32213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146989616.000000 Penalty: 72245.875000
Iteration 60F: 22 clusters Score -1.469896e+08 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 1812 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 178978 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 205 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 39814 members 
Mstep: Class 8 contains 68723 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 153824 members 
Mstep: Class 11 contains 138387 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 415 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 168913 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 38105 members 
Mstep: Class 19 contains 146632 members 
Mstep: Class 21 contains 40810 members 
Mstep: Class 22 contains 32336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146991024.000000 Penalty: 72245.875000
Iteration 61Q: 22 clusters Score -1.46991e+08 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 177730 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 5596 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40022 members 
Mstep: Class 8 contains 68205 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 155315 members 
Mstep: Class 11 contains 138297 members 
Mstep: Class 12 contains 12467 members 
Mstep: Class 13 contains 415 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 168845 members 
Mstep: Class 17 contains 7290 members 
Mstep: Class 18 contains 38017 members 
Mstep: Class 19 contains 146987 members 
Mstep: Class 21 contains 40833 members 
Mstep: Class 22 contains 32427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146991888.000000 Penalty: 72245.875000
Iteration 62Q: 22 clusters Score -1.469919e+08 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 176152 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 5596 members 
Mstep: Class 5 contains 205 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40224 members 
Mstep: Class 8 contains 67819 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 156801 members 
Mstep: Class 11 contains 138304 members 
Mstep: Class 12 contains 12415 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 168908 members 
Mstep: Class 17 contains 7325 members 
Mstep: Class 18 contains 37952 members 
Mstep: Class 19 contains 147354 members 
Mstep: Class 21 contains 40822 members 
Mstep: Class 22 contains 32485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146992528.000000 Penalty: 72245.875000
Iteration 63Q: 22 clusters Score -1.469925e+08 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 174543 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 5587 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 40456 members 
Mstep: Class 8 contains 67367 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 158357 members 
Mstep: Class 11 contains 138341 members 
Mstep: Class 12 contains 12368 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 169006 members 
Mstep: Class 17 contains 7378 members 
Mstep: Class 18 contains 37903 members 
Mstep: Class 19 contains 147644 members 
Mstep: Class 21 contains 40797 members 
Mstep: Class 22 contains 32538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146994000.000000 Penalty: 72245.875000
Iteration 64Q: 22 clusters Score -1.46994e+08 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 172977 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 5578 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 40692 members 
Mstep: Class 8 contains 67104 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 159803 members 
Mstep: Class 11 contains 138377 members 
Mstep: Class 12 contains 12367 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 169215 members 
Mstep: Class 17 contains 7413 members 
Mstep: Class 18 contains 37839 members 
Mstep: Class 19 contains 147711 members 
Mstep: Class 21 contains 40767 members 
Mstep: Class 22 contains 32592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146994832.000000 Penalty: 72245.875000
Iteration 65Q: 22 clusters Score -1.469948e+08 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 171658 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 5573 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 40910 members 
Mstep: Class 8 contains 66983 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 161118 members 
Mstep: Class 11 contains 138349 members 
Mstep: Class 12 contains 12351 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 169394 members 
Mstep: Class 17 contains 7399 members 
Mstep: Class 18 contains 37780 members 
Mstep: Class 19 contains 147685 members 
Mstep: Class 21 contains 40710 members 
Mstep: Class 22 contains 32633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146995376.000000 Penalty: 72245.875000
Iteration 66Q: 22 clusters Score -1.469954e+08 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 170533 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 5566 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 41115 members 
Mstep: Class 8 contains 66923 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 162376 members 
Mstep: Class 11 contains 138320 members 
Mstep: Class 12 contains 12354 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1916 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 169494 members 
Mstep: Class 17 contains 7384 members 
Mstep: Class 18 contains 37730 members 
Mstep: Class 19 contains 147509 members 
Mstep: Class 21 contains 40644 members 
Mstep: Class 22 contains 32702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146996000.000000 Penalty: 72245.875000
Iteration 67Q: 22 clusters Score -1.46996e+08 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 169595 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 5561 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41330 members 
Mstep: Class 8 contains 66922 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 163590 members 
Mstep: Class 11 contains 138266 members 
Mstep: Class 12 contains 12343 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 169508 members 
Mstep: Class 17 contains 7368 members 
Mstep: Class 18 contains 37655 members 
Mstep: Class 19 contains 147242 members 
Mstep: Class 21 contains 40629 members 
Mstep: Class 22 contains 32755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146996304.000000 Penalty: 72245.875000
Iteration 68Q: 22 clusters Score -1.469963e+08 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 168781 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41557 members 
Mstep: Class 8 contains 66896 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 164704 members 
Mstep: Class 11 contains 138284 members 
Mstep: Class 12 contains 12329 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 169528 members 
Mstep: Class 17 contains 7336 members 
Mstep: Class 18 contains 37591 members 
Mstep: Class 19 contains 146842 members 
Mstep: Class 21 contains 40618 members 
Mstep: Class 22 contains 32810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146996448.000000 Penalty: 72245.875000
Iteration 69Q: 22 clusters Score -1.469964e+08 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 168171 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 5536 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41808 members 
Mstep: Class 8 contains 66767 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 165839 members 
Mstep: Class 11 contains 138296 members 
Mstep: Class 12 contains 12333 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 169504 members 
Mstep: Class 17 contains 7275 members 
Mstep: Class 18 contains 37530 members 
Mstep: Class 19 contains 146350 members 
Mstep: Class 21 contains 40593 members 
Mstep: Class 22 contains 32871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146997616.000000 Penalty: 72245.875000
Iteration 70Q: 22 clusters Score -1.469976e+08 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 167684 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 5515 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 42075 members 
Mstep: Class 8 contains 66529 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 167079 members 
Mstep: Class 11 contains 138362 members 
Mstep: Class 12 contains 12321 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 169413 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 37486 members 
Mstep: Class 19 contains 145720 members 
Mstep: Class 21 contains 40580 members 
Mstep: Class 22 contains 32929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146997872.000000 Penalty: 72245.875000
Iteration 71Q: 22 clusters Score -1.469979e+08 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 167357 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 5488 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 42326 members 
Mstep: Class 8 contains 66284 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 168318 members 
Mstep: Class 11 contains 138418 members 
Mstep: Class 12 contains 12321 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 169271 members 
Mstep: Class 17 contains 7187 members 
Mstep: Class 18 contains 37435 members 
Mstep: Class 19 contains 145003 members 
Mstep: Class 21 contains 40563 members 
Mstep: Class 22 contains 32985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146999232.000000 Penalty: 72245.875000
Iteration 72Q: 22 clusters Score -1.469992e+08 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 167173 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 5482 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42540 members 
Mstep: Class 8 contains 66011 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 169590 members 
Mstep: Class 11 contains 138495 members 
Mstep: Class 12 contains 12327 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 169055 members 
Mstep: Class 17 contains 7136 members 
Mstep: Class 18 contains 37402 members 
Mstep: Class 19 contains 144197 members 
Mstep: Class 21 contains 40543 members 
Mstep: Class 22 contains 33031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146999824.000000 Penalty: 72245.875000
Iteration 73Q: 22 clusters Score -1.469998e+08 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 167073 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 5466 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42759 members 
Mstep: Class 8 contains 65753 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 170928 members 
Mstep: Class 11 contains 138531 members 
Mstep: Class 12 contains 12332 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1920 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 168839 members 
Mstep: Class 17 contains 7072 members 
Mstep: Class 18 contains 37374 members 
Mstep: Class 19 contains 143296 members 
Mstep: Class 21 contains 40522 members 
Mstep: Class 22 contains 33078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147000304.000000 Penalty: 72245.875000
Iteration 74Q: 22 clusters Score -1.470003e+08 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 166934 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 5464 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42964 members 
Mstep: Class 8 contains 65629 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 172276 members 
Mstep: Class 11 contains 138536 members 
Mstep: Class 12 contains 12330 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 168632 members 
Mstep: Class 17 contains 6997 members 
Mstep: Class 18 contains 37354 members 
Mstep: Class 19 contains 142294 members 
Mstep: Class 21 contains 40492 members 
Mstep: Class 22 contains 33129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147000624.000000 Penalty: 72245.875000
Iteration 75Q: 22 clusters Score -1.470006e+08 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 166839 members 
Mstep: Class 3 contains 1182 members 
Mstep: Class 4 contains 5460 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 43150 members 
Mstep: Class 8 contains 65524 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 173624 members 
Mstep: Class 11 contains 138624 members 
Mstep: Class 12 contains 12346 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 168386 members 
Mstep: Class 17 contains 6897 members 
Mstep: Class 18 contains 37361 members 
Mstep: Class 19 contains 141177 members 
Mstep: Class 21 contains 40471 members 
Mstep: Class 22 contains 33186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147000864.000000 Penalty: 72245.875000
Iteration 76Q: 22 clusters Score -1.470009e+08 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 166792 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 5465 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 43356 members 
Mstep: Class 8 contains 65359 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 174961 members 
Mstep: Class 11 contains 138736 members 
Mstep: Class 12 contains 12353 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 168092 members 
Mstep: Class 17 contains 6814 members 
Mstep: Class 18 contains 37359 members 
Mstep: Class 19 contains 140057 members 
Mstep: Class 21 contains 40457 members 
Mstep: Class 22 contains 33244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147001632.000000 Penalty: 72245.875000
Iteration 77Q: 22 clusters Score -1.470016e+08 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 166745 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 5463 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 43570 members 
Mstep: Class 8 contains 65309 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 176096 members 
Mstep: Class 11 contains 138898 members 
Mstep: Class 12 contains 12370 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 167774 members 
Mstep: Class 17 contains 6742 members 
Mstep: Class 18 contains 37375 members 
Mstep: Class 19 contains 138922 members 
Mstep: Class 21 contains 40443 members 
Mstep: Class 22 contains 33306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147001872.000000 Penalty: 72245.875000
Iteration 78Q: 22 clusters Score -1.470019e+08 nChanged 6621
Entering ConstructFrom: 
Score: -147001872.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (17260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Entering Unmasked Estep 
Score: -2448036.750000 Penalty: 2419.524658
	Iteration 0F: 2 clusters Score -2448037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2435697.000000 Penalty: 4839.049316
	Iteration 0F: 3 clusters Score -2435697 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2439637.500000 Penalty: 4839.049316
	Iteration 1F: 3 clusters Score -2439638 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2440031.500000 Penalty: 4839.049316
	Iteration 2F: 3 clusters Score -2440032 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2440350.250000 Penalty: 4839.049316
	Iteration 3Q: 3 clusters Score -2440350 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2440689.750000 Penalty: 4839.049316
	Iteration 4Q: 3 clusters Score -2440690 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2441059.000000 Penalty: 4839.049316
	Iteration 5Q: 3 clusters Score -2441059 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2441498.750000 Penalty: 4839.049316
	Iteration 6Q: 3 clusters Score -2441499 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2442070.000000 Penalty: 4839.049316
	Iteration 7F: 3 clusters Score -2442070 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2442762.250000 Penalty: 4839.049316
	Iteration 8F: 3 clusters Score -2442762 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2443603.000000 Penalty: 4839.049316
	Iteration 9F: 3 clusters Score -2443603 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2444399.750000 Penalty: 4839.049316
	Iteration 10F: 3 clusters Score -2444400 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2445035.750000 Penalty: 4839.049316
	Iteration 11Q: 3 clusters Score -2445036 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2445496.250000 Penalty: 4839.049316
	Iteration 12Q: 3 clusters Score -2445496 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2445773.250000 Penalty: 4839.049316
	Iteration 13Q: 3 clusters Score -2445773 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2445946.750000 Penalty: 4839.049316
	Iteration 14Q: 3 clusters Score -2445947 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2446054.500000 Penalty: 4839.049316
	Iteration 15Q: 3 clusters Score -2446054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2446137.000000 Penalty: 4839.049316
	Iteration 16Q: 3 clusters Score -2446137 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2446182.750000 Penalty: 4839.049316
	Iteration 17Q: 3 clusters Score -2446183 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2446215.750000 Penalty: 4839.049316
	Iteration 18Q: 3 clusters Score -2446216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2446235.750000 Penalty: 4839.049316
	Iteration 19Q: 3 clusters Score -2446236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2446253.000000 Penalty: 4839.049316
	Iteration 20F: 3 clusters Score -2446253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2446262.000000 Penalty: 4839.049316
	Iteration 21Q: 3 clusters Score -2446262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2446273.750000 Penalty: 4839.049316
	Iteration 22Q: 3 clusters Score -2446274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2446283.500000 Penalty: 4839.049316
	Iteration 23Q: 3 clusters Score -2446284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2446287.250000 Penalty: 4839.049316
	Iteration 24Q: 3 clusters Score -2446287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2446292.250000 Penalty: 4839.049316
	Iteration 25Q: 3 clusters Score -2446292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2446297.500000 Penalty: 4839.049316
	Iteration 26Q: 3 clusters Score -2446298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2446297.500000 Penalty: 4839.049316
	Iteration 27F: 3 clusters Score -2446298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (166779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166779 members 
Entering Unmasked Estep 
Score: -23512190.000000 Penalty: 2982.057373
	Iteration 0F: 2 clusters Score -2.351219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -23406998.000000 Penalty: 5964.114746
	Iteration 0F: 3 clusters Score -2.3407e+07 nChanged 79773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -23454272.000000 Penalty: 5964.114746
	Iteration 1F: 3 clusters Score -2.345427e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 99314 members 
Entering Unmasked Estep 
Score: -23456730.000000 Penalty: 5964.114746
	Iteration 2Q: 3 clusters Score -2.345673e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 108188 members 
Entering Unmasked Estep 
Score: -23461772.000000 Penalty: 5964.114746
	Iteration 3F: 3 clusters Score -2.346177e+07 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 120532 members 
Entering Unmasked Estep 
Score: -23471062.000000 Penalty: 5964.114746
	Iteration 4F: 3 clusters Score -2.347106e+07 nChanged 15212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 135510 members 
Entering Unmasked Estep 
Score: -23484842.000000 Penalty: 5964.114746
	Iteration 5F: 3 clusters Score -2.348484e+07 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 149651 members 
Entering Unmasked Estep 
Score: -23499090.000000 Penalty: 5964.114746
	Iteration 6F: 3 clusters Score -2.349909e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 159141 members 
Entering Unmasked Estep 
Score: -23506674.000000 Penalty: 5964.114746
	Iteration 7F: 3 clusters Score -2.350667e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 163364 members 
Entering Unmasked Estep 
Score: -23509248.000000 Penalty: 5964.114746
	Iteration 8Q: 3 clusters Score -2.350925e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 164770 members 
Entering Unmasked Estep 
Score: -23510024.000000 Penalty: 5964.114746
	Iteration 9Q: 3 clusters Score -2.351002e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 165225 members 
Entering Unmasked Estep 
Score: -23510312.000000 Penalty: 5964.114746
	Iteration 10Q: 3 clusters Score -2.351031e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 165366 members 
Entering Unmasked Estep 
Score: -23510484.000000 Penalty: 5964.114746
	Iteration 11Q: 3 clusters Score -2.351048e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 165410 members 
Entering Unmasked Estep 
Score: -23510594.000000 Penalty: 5964.114746
	Iteration 12Q: 3 clusters Score -2.351059e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 165401 members 
Entering Unmasked Estep 
Score: -23510664.000000 Penalty: 5964.114746
	Iteration 13Q: 3 clusters Score -2.351066e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 165385 members 
Entering Unmasked Estep 
Score: -23510748.000000 Penalty: 5964.114746
	Iteration 14Q: 3 clusters Score -2.351075e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 165367 members 
Entering Unmasked Estep 
Score: -23510816.000000 Penalty: 5964.114746
	Iteration 15Q: 3 clusters Score -2.351082e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 165344 members 
Entering Unmasked Estep 
Score: -23510856.000000 Penalty: 5964.114746
	Iteration 16Q: 3 clusters Score -2.351086e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 165313 members 
Entering Unmasked Estep 
Score: -23510914.000000 Penalty: 5964.114746
	Iteration 17Q: 3 clusters Score -2.351091e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -23510938.000000 Penalty: 5964.114746
	Iteration 18Q: 3 clusters Score -2.351094e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 165242 members 
Entering Unmasked Estep 
Score: -23511000.000000 Penalty: 5964.114746
	Iteration 19Q: 3 clusters Score -2.3511e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 165199 members 
Entering Unmasked Estep 
Score: -23511052.000000 Penalty: 5964.114746
	Iteration 20F: 3 clusters Score -2.351105e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 165153 members 
Entering Unmasked Estep 
Score: -23511076.000000 Penalty: 5964.114746
	Iteration 21Q: 3 clusters Score -2.351108e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -23511134.000000 Penalty: 5964.114746
	Iteration 22Q: 3 clusters Score -2.351113e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 165064 members 
Entering Unmasked Estep 
Score: -23511160.000000 Penalty: 5964.114746
	Iteration 23Q: 3 clusters Score -2.351116e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -23511222.000000 Penalty: 5964.114746
	Iteration 24Q: 3 clusters Score -2.351122e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 164967 members 
Entering Unmasked Estep 
Score: -23511218.000000 Penalty: 5964.114746
	Iteration 25Q: 3 clusters Score -2.351122e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 164915 members 
Entering Unmasked Estep 
Score: -23511248.000000 Penalty: 5964.114746
	Iteration 26Q: 3 clusters Score -2.351125e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 164860 members 
Entering Unmasked Estep 
Score: -23511310.000000 Penalty: 5964.114746
	Iteration 27Q: 3 clusters Score -2.351131e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 164804 members 
Entering Unmasked Estep 
Score: -23511368.000000 Penalty: 5964.114746
	Iteration 28Q: 3 clusters Score -2.351137e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 164753 members 
Entering Unmasked Estep 
Score: -23511386.000000 Penalty: 5964.114746
	Iteration 29Q: 3 clusters Score -2.351139e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 164704 members 
Entering Unmasked Estep 
Score: -23511426.000000 Penalty: 5964.114746
	Iteration 30Q: 3 clusters Score -2.351143e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -23511492.000000 Penalty: 5964.114746
	Iteration 31Q: 3 clusters Score -2.351149e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 164593 members 
Entering Unmasked Estep 
Score: -23511574.000000 Penalty: 5964.114746
	Iteration 32Q: 3 clusters Score -2.351157e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 164543 members 
Entering Unmasked Estep 
Score: -23511588.000000 Penalty: 5964.114746
	Iteration 33Q: 3 clusters Score -2.351159e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 164480 members 
Entering Unmasked Estep 
Score: -23511608.000000 Penalty: 5964.114746
	Iteration 34Q: 3 clusters Score -2.351161e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 164423 members 
Entering Unmasked Estep 
Score: -23511604.000000 Penalty: 5964.114746
	Iteration 35Q: 3 clusters Score -2.35116e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 164368 members 
Entering Unmasked Estep 
Score: -23511634.000000 Penalty: 5964.114746
	Iteration 36Q: 3 clusters Score -2.351163e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 164323 members 
Entering Unmasked Estep 
Score: -23511654.000000 Penalty: 5964.114746
	Iteration 37Q: 3 clusters Score -2.351165e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 164280 members 
Entering Unmasked Estep 
Score: -23511692.000000 Penalty: 5964.114746
	Iteration 38Q: 3 clusters Score -2.351169e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 164239 members 
Entering Unmasked Estep 
Score: -23511694.000000 Penalty: 5964.114746
	Iteration 39Q: 3 clusters Score -2.351169e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 164192 members 
Entering Unmasked Estep 
Score: -23511734.000000 Penalty: 5964.114746
	Iteration 40F: 3 clusters Score -2.351173e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -23511786.000000 Penalty: 5964.114746
	Iteration 41Q: 3 clusters Score -2.351179e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 164074 members 
Entering Unmasked Estep 
Score: -23511830.000000 Penalty: 5964.114746
	Iteration 42Q: 3 clusters Score -2.351183e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 164003 members 
Entering Unmasked Estep 
Score: -23511858.000000 Penalty: 5964.114746
	Iteration 43Q: 3 clusters Score -2.351186e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 163929 members 
Entering Unmasked Estep 
Score: -23511892.000000 Penalty: 5964.114746
	Iteration 44Q: 3 clusters Score -2.351189e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 163848 members 
Entering Unmasked Estep 
Score: -23511960.000000 Penalty: 5964.114746
	Iteration 45Q: 3 clusters Score -2.351196e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 163778 members 
Entering Unmasked Estep 
Score: -23511978.000000 Penalty: 5964.114746
	Iteration 46Q: 3 clusters Score -2.351198e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 163724 members 
Entering Unmasked Estep 
Score: -23511996.000000 Penalty: 5964.114746
	Iteration 47Q: 3 clusters Score -2.3512e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 163690 members 
Entering Unmasked Estep 
Score: -23512018.000000 Penalty: 5964.114746
	Iteration 48Q: 3 clusters Score -2.351202e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 163656 members 
Entering Unmasked Estep 
Score: -23512062.000000 Penalty: 5964.114746
	Iteration 49Q: 3 clusters Score -2.351206e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 163604 members 
Entering Unmasked Estep 
Score: -23512090.000000 Penalty: 5964.114746
	Iteration 50Q: 3 clusters Score -2.351209e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 163547 members 
Entering Unmasked Estep 
Score: -23512114.000000 Penalty: 5964.114746
	Iteration 51Q: 3 clusters Score -2.351211e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 163468 members 
Entering Unmasked Estep 
Score: -23512158.000000 Penalty: 5964.114746
	Iteration 52Q: 3 clusters Score -2.351216e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 163403 members 
Entering Unmasked Estep 
Score: -23512216.000000 Penalty: 5964.114746
	Iteration 53Q: 3 clusters Score -2.351222e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 163346 members 
Entering Unmasked Estep 
Score: -23512228.000000 Penalty: 5964.114746
	Iteration 54Q: 3 clusters Score -2.351223e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 163290 members 
Entering Unmasked Estep 
Score: -23512270.000000 Penalty: 5964.114746
	Iteration 55Q: 3 clusters Score -2.351227e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 163250 members 
Entering Unmasked Estep 
Score: -23512288.000000 Penalty: 5964.114746
	Iteration 56Q: 3 clusters Score -2.351229e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -23512300.000000 Penalty: 5964.114746
	Iteration 57Q: 3 clusters Score -2.35123e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 163180 members 
Entering Unmasked Estep 
Score: -23512320.000000 Penalty: 5964.114746
	Iteration 58Q: 3 clusters Score -2.351232e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 163141 members 
Entering Unmasked Estep 
Score: -23512314.000000 Penalty: 5964.114746
	Iteration 59Q: 3 clusters Score -2.351231e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 163111 members 
Entering Unmasked Estep 
Score: -23512326.000000 Penalty: 5964.114746
	Iteration 60F: 3 clusters Score -2.351233e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 163085 members 
Entering Unmasked Estep 
Score: -23512358.000000 Penalty: 5964.114746
	Iteration 61Q: 3 clusters Score -2.351236e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 163056 members 
Entering Unmasked Estep 
Score: -23512386.000000 Penalty: 5964.114746
	Iteration 62Q: 3 clusters Score -2.351239e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 163032 members 
Entering Unmasked Estep 
Score: -23512396.000000 Penalty: 5964.114746
	Iteration 63Q: 3 clusters Score -2.35124e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 163008 members 
Entering Unmasked Estep 
Score: -23512420.000000 Penalty: 5964.114746
	Iteration 64Q: 3 clusters Score -2.351242e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 162979 members 
Entering Unmasked Estep 
Score: -23512416.000000 Penalty: 5964.114746
	Iteration 65Q: 3 clusters Score -2.351242e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 162952 members 
Entering Unmasked Estep 
Score: -23512454.000000 Penalty: 5964.114746
	Iteration 66Q: 3 clusters Score -2.351245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 162938 members 
Entering Unmasked Estep 
Score: -23512478.000000 Penalty: 5964.114746
	Iteration 67Q: 3 clusters Score -2.351248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 162930 members 
Entering Unmasked Estep 
Score: -23512470.000000 Penalty: 5964.114746
	Iteration 68Q: 3 clusters Score -2.351247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 162919 members 
Entering Unmasked Estep 
Score: -23512482.000000 Penalty: 5964.114746
	Iteration 69Q: 3 clusters Score -2.351248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 162906 members 
Entering Unmasked Estep 
Score: -23512470.000000 Penalty: 5964.114746
	Iteration 70Q: 3 clusters Score -2.351247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 162893 members 
Entering Unmasked Estep 
Score: -23512462.000000 Penalty: 5964.114746
	Iteration 71Q: 3 clusters Score -2.351246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 162883 members 
Entering Unmasked Estep 
Score: -23512486.000000 Penalty: 5964.114746
	Iteration 72Q: 3 clusters Score -2.351249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 162871 members 
Entering Unmasked Estep 
Score: -23512532.000000 Penalty: 5964.114746
	Iteration 73Q: 3 clusters Score -2.351253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 162863 members 
Entering Unmasked Estep 
Score: -23512522.000000 Penalty: 5964.114746
	Iteration 74Q: 3 clusters Score -2.351252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 162855 members 
Entering Unmasked Estep 
Score: -23512534.000000 Penalty: 5964.114746
	Iteration 75Q: 3 clusters Score -2.351253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 162841 members 
Entering Unmasked Estep 
Score: -23512526.000000 Penalty: 5964.114746
	Iteration 76Q: 3 clusters Score -2.351253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 162829 members 
Entering Unmasked Estep 
Score: -23512518.000000 Penalty: 5964.114746
	Iteration 77Q: 3 clusters Score -2.351252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 162819 members 
Entering Unmasked Estep 
Score: -23512514.000000 Penalty: 5964.114746
	Iteration 78Q: 3 clusters Score -2.351251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 162807 members 
Entering Unmasked Estep 
Score: -23512506.000000 Penalty: 5964.114746
	Iteration 79Q: 3 clusters Score -2.351251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 162799 members 
Entering Unmasked Estep 
Score: -23512516.000000 Penalty: 5964.114746
	Iteration 80F: 3 clusters Score -2.351252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 162787 members 
Entering Unmasked Estep 
Score: -23512522.000000 Penalty: 5964.114746
	Iteration 81Q: 3 clusters Score -2.351252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 162780 members 
Entering Unmasked Estep 
Score: -23512520.000000 Penalty: 5964.114746
	Iteration 82Q: 3 clusters Score -2.351252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 162769 members 
Entering Unmasked Estep 
Score: -23512532.000000 Penalty: 5964.114746
	Iteration 83Q: 3 clusters Score -2.351253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 162755 members 
Entering Unmasked Estep 
Score: -23512534.000000 Penalty: 5964.114746
	Iteration 84Q: 3 clusters Score -2.351253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 162744 members 
Entering Unmasked Estep 
Score: -23512558.000000 Penalty: 5964.114746
	Iteration 85Q: 3 clusters Score -2.351256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -23512570.000000 Penalty: 5964.114746
	Iteration 86Q: 3 clusters Score -2.351257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 162730 members 
Entering Unmasked Estep 
Score: -23512598.000000 Penalty: 5964.114746
	Iteration 87Q: 3 clusters Score -2.35126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 162720 members 
Entering Unmasked Estep 
Score: -23512588.000000 Penalty: 5964.114746
	Iteration 88Q: 3 clusters Score -2.351259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 162711 members 
Entering Unmasked Estep 
Score: -23512570.000000 Penalty: 5964.114746
	Iteration 89Q: 3 clusters Score -2.351257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 162708 members 
Entering Unmasked Estep 
Score: -23512600.000000 Penalty: 5964.114746
	Iteration 90Q: 3 clusters Score -2.35126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 162701 members 
Entering Unmasked Estep 
Score: -23512616.000000 Penalty: 5964.114746
	Iteration 91Q: 3 clusters Score -2.351262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 162698 members 
Entering Unmasked Estep 
Score: -23512592.000000 Penalty: 5964.114746
	Iteration 92Q: 3 clusters Score -2.351259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 162695 members 
Entering Unmasked Estep 
Score: -23512590.000000 Penalty: 5964.114746
	Iteration 93Q: 3 clusters Score -2.351259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 162692 members 
Entering Unmasked Estep 
Score: -23512604.000000 Penalty: 5964.114746
	Iteration 94Q: 3 clusters Score -2.35126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 162686 members 
Entering Unmasked Estep 
Score: -23512602.000000 Penalty: 5964.114746
	Iteration 95Q: 3 clusters Score -2.35126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 162679 members 
Entering Unmasked Estep 
Score: -23512604.000000 Penalty: 5964.114746
	Iteration 96Q: 3 clusters Score -2.35126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 162674 members 
Entering Unmasked Estep 
Score: -23512616.000000 Penalty: 5964.114746
	Iteration 97Q: 3 clusters Score -2.351262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 162670 members 
Entering Unmasked Estep 
Score: -23512610.000000 Penalty: 5964.114746
	Iteration 98Q: 3 clusters Score -2.351261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 162668 members 
Entering Unmasked Estep 
Score: -23512590.000000 Penalty: 5964.114746
	Iteration 99Q: 3 clusters Score -2.351259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 162666 members 
Entering Unmasked Estep 
Score: -23512586.000000 Penalty: 5964.114746
	Iteration 100F: 3 clusters Score -2.351259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 162663 members 
Entering Unmasked Estep 
Score: -23512596.000000 Penalty: 5964.114746
	Iteration 101Q: 3 clusters Score -2.35126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 162661 members 
Entering Unmasked Estep 
Score: -23512590.000000 Penalty: 5964.114746
	Iteration 102Q: 3 clusters Score -2.351259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 162657 members 
Entering Unmasked Estep 
Score: -23512602.000000 Penalty: 5964.114746
	Iteration 103Q: 3 clusters Score -2.35126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 162651 members 
Entering Unmasked Estep 
Score: -23512610.000000 Penalty: 5964.114746
	Iteration 104Q: 3 clusters Score -2.351261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 162647 members 
Entering Unmasked Estep 
Score: -23512608.000000 Penalty: 5964.114746
	Iteration 105Q: 3 clusters Score -2.351261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 162644 members 
Entering Unmasked Estep 
Score: -23512622.000000 Penalty: 5964.114746
	Iteration 106Q: 3 clusters Score -2.351262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 162642 members 
Entering Unmasked Estep 
Score: -23512610.000000 Penalty: 5964.114746
	Iteration 107Q: 3 clusters Score -2.351261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 162636 members 
Entering Unmasked Estep 
Score: -23512606.000000 Penalty: 5964.114746
	Iteration 108Q: 3 clusters Score -2.351261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 162633 members 
Entering Unmasked Estep 
Score: -23512620.000000 Penalty: 5964.114746
	Iteration 109Q: 3 clusters Score -2.351262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 162628 members 
Entering Unmasked Estep 
Score: -23512620.000000 Penalty: 5964.114746
	Iteration 110Q: 3 clusters Score -2.351262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 162625 members 
Entering Unmasked Estep 
Score: -23512600.000000 Penalty: 5964.114746
	Iteration 111Q: 3 clusters Score -2.35126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 162621 members 
Entering Unmasked Estep 
Score: -23512612.000000 Penalty: 5964.114746
	Iteration 112Q: 3 clusters Score -2.351261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 162618 members 
Entering Unmasked Estep 
Score: -23512626.000000 Penalty: 5964.114746
	Iteration 113Q: 3 clusters Score -2.351263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 162620 members 
Entering Unmasked Estep 
Score: -23512630.000000 Penalty: 5964.114746
	Iteration 114Q: 3 clusters Score -2.351263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 162620 members 
Entering Unmasked Estep 
Score: -23512630.000000 Penalty: 5964.114746
	Iteration 115F: 3 clusters Score -2.351263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 5446 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 43768 members 
Mstep: Class 8 contains 65332 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 177142 members 
Mstep: Class 11 contains 139051 members 
Mstep: Class 12 contains 12372 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 167508 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 37395 members 
Mstep: Class 19 contains 137681 members 
Mstep: Class 20 contains 162620 members 
Mstep: Class 21 contains 40436 members 
Mstep: Class 22 contains 33379 members 
Entering Unmasked Estep 
Score: -147001808.000000 Penalty: 75686.148438
Splitting cluster 2 changes total score from -147001872.000000 to -147001808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -162454.156250 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -162454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -160438.781250 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -160438.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -160746.609375 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -160746.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -160850.546875 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -160850.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -160927.046875 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -160927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -160968.734375 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -160968.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -161030.750000 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -161030.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -161107.812500 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -161107.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -161189.281250 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -161189.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -161276.812500 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -161276.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -161351.453125 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -161351.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -161390.515625 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -161390.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -161446.062500 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -161446.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -161505.656250 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -161505.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -161543.625000 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -161543.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -161568.265625 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -161568.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -161595.515625 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -161595.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -161628.484375 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -161628.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -161678.234375 Penalty: 3507.500244
	Iteration 17Q: 3 clusters Score -161678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -161715.859375 Penalty: 3507.500244
	Iteration 18Q: 3 clusters Score -161715.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -161727.156250 Penalty: 3507.500244
	Iteration 19Q: 3 clusters Score -161727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -161794.296875 Penalty: 3507.500244
	Iteration 20F: 3 clusters Score -161794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -161924.109375 Penalty: 3507.500244
	Iteration 21Q: 3 clusters Score -161924.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -162047.812500 Penalty: 3507.500244
	Iteration 22Q: 3 clusters Score -162047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -162067.562500 Penalty: 3507.500244
	Iteration 23Q: 3 clusters Score -162067.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -162081.625000 Penalty: 3507.500244
	Iteration 24Q: 3 clusters Score -162081.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -162092.421875 Penalty: 3507.500244
	Iteration 25Q: 3 clusters Score -162092.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -162100.937500 Penalty: 3507.500244
	Iteration 26Q: 3 clusters Score -162100.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -162100.937500 Penalty: 3507.500244
	Iteration 27F: 3 clusters Score -162100.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Entering Unmasked Estep 
Score: -748705.250000 Penalty: 2133.453857
	Iteration 0F: 2 clusters Score -748705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -743882.000000 Penalty: 4266.907715
	Iteration 0F: 3 clusters Score -743882 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -745069.750000 Penalty: 4266.907715
	Iteration 1F: 3 clusters Score -745069.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -745260.250000 Penalty: 4266.907715
	Iteration 2F: 3 clusters Score -745260.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -745362.187500 Penalty: 4266.907715
	Iteration 3Q: 3 clusters Score -745362.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -745429.812500 Penalty: 4266.907715
	Iteration 4Q: 3 clusters Score -745429.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -745483.187500 Penalty: 4266.907715
	Iteration 5Q: 3 clusters Score -745483.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -745530.937500 Penalty: 4266.907715
	Iteration 6Q: 3 clusters Score -745530.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -745589.687500 Penalty: 4266.907715
	Iteration 7Q: 3 clusters Score -745589.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -745660.437500 Penalty: 4266.907715
	Iteration 8Q: 3 clusters Score -745660.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -745737.562500 Penalty: 4266.907715
	Iteration 9Q: 3 clusters Score -745737.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -745817.312500 Penalty: 4266.907715
	Iteration 10Q: 3 clusters Score -745817.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -745898.687500 Penalty: 4266.907715
	Iteration 11Q: 3 clusters Score -745898.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -745976.000000 Penalty: 4266.907715
	Iteration 12Q: 3 clusters Score -745976 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -746060.187500 Penalty: 4266.907715
	Iteration 13Q: 3 clusters Score -746060.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -746141.875000 Penalty: 4266.907715
	Iteration 14Q: 3 clusters Score -746141.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -746249.062500 Penalty: 4266.907715
	Iteration 15Q: 3 clusters Score -746249.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -746372.562500 Penalty: 4266.907715
	Iteration 16Q: 3 clusters Score -746372.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -746480.062500 Penalty: 4266.907715
	Iteration 17Q: 3 clusters Score -746480.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -746566.312500 Penalty: 4266.907715
	Iteration 18Q: 3 clusters Score -746566.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -746642.000000 Penalty: 4266.907715
	Iteration 19Q: 3 clusters Score -746642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -746704.312500 Penalty: 4266.907715
	Iteration 20F: 3 clusters Score -746704.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -746744.125000 Penalty: 4266.907715
	Iteration 21Q: 3 clusters Score -746744.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -746775.375000 Penalty: 4266.907715
	Iteration 22Q: 3 clusters Score -746775.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -746808.812500 Penalty: 4266.907715
	Iteration 23Q: 3 clusters Score -746808.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -746826.875000 Penalty: 4266.907715
	Iteration 24Q: 3 clusters Score -746826.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -746839.500000 Penalty: 4266.907715
	Iteration 25Q: 3 clusters Score -746839.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -746852.062500 Penalty: 4266.907715
	Iteration 26Q: 3 clusters Score -746852.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -746857.125000 Penalty: 4266.907715
	Iteration 27Q: 3 clusters Score -746857.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -746862.000000 Penalty: 4266.907715
	Iteration 28Q: 3 clusters Score -746862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -746867.750000 Penalty: 4266.907715
	Iteration 29Q: 3 clusters Score -746867.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -746874.750000 Penalty: 4266.907715
	Iteration 30Q: 3 clusters Score -746874.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -746879.937500 Penalty: 4266.907715
	Iteration 31Q: 3 clusters Score -746879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -746885.125000 Penalty: 4266.907715
	Iteration 32Q: 3 clusters Score -746885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -746889.812500 Penalty: 4266.907715
	Iteration 33Q: 3 clusters Score -746889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -746893.125000 Penalty: 4266.907715
	Iteration 34Q: 3 clusters Score -746893.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -746896.937500 Penalty: 4266.907715
	Iteration 35Q: 3 clusters Score -746896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -746899.062500 Penalty: 4266.907715
	Iteration 36Q: 3 clusters Score -746899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -746901.312500 Penalty: 4266.907715
	Iteration 37Q: 3 clusters Score -746901.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -746904.062500 Penalty: 4266.907715
	Iteration 38Q: 3 clusters Score -746904.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -746904.062500 Penalty: 4266.907715
	Iteration 39F: 3 clusters Score -746904.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -22896.625000 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -22896.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21749.929688 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -21749.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21836.992188 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -21836.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21858.998047 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -21859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21889.699219 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -21889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21889.699219 Penalty: 2637.787598
	Iteration 4F: 3 clusters Score -21889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -162167.859375 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -162167.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -160125.062500 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -160125.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -160408.593750 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -160408.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -160499.546875 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -160499.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -160566.890625 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -160566.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -160639.796875 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -160639.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -160711.218750 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -160711.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -160809.953125 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -160810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160917.578125 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -160917.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -161003.609375 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -161003.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -161081.062500 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -161081.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -161141.171875 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -161141.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161181.406250 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -161181.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -161208.593750 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -161208.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -161240.062500 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -161240.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161264.171875 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -161264.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -161282.265625 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -161282.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -161299.906250 Penalty: 3506.235596
	Iteration 16Q: 3 clusters Score -161299.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -161326.250000 Penalty: 3506.235596
	Iteration 17Q: 3 clusters Score -161326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -161337.375000 Penalty: 3506.235596
	Iteration 18Q: 3 clusters Score -161337.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -161347.109375 Penalty: 3506.235596
	Iteration 19Q: 3 clusters Score -161347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -161348.156250 Penalty: 3506.235596
	Iteration 20F: 3 clusters Score -161348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -161349.156250 Penalty: 3506.235596
	Iteration 21Q: 3 clusters Score -161349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -161349.156250 Penalty: 3506.235596
	Iteration 22F: 3 clusters Score -161349.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Entering Unmasked Estep 
Score: -6224461.500000 Penalty: 2650.291260
	Iteration 0F: 2 clusters Score -6224462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -6194883.500000 Penalty: 5300.582520
	Iteration 0F: 3 clusters Score -6194884 nChanged 20116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -6205946.500000 Penalty: 5300.582520
	Iteration 1F: 3 clusters Score -6205946 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -6206414.000000 Penalty: 5300.582520
	Iteration 2Q: 3 clusters Score -6206414 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -6206849.500000 Penalty: 5300.582520
	Iteration 3Q: 3 clusters Score -6206850 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -6207252.000000 Penalty: 5300.582520
	Iteration 4Q: 3 clusters Score -6207252 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -6207806.500000 Penalty: 5300.582520
	Iteration 5Q: 3 clusters Score -6207806 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -6208490.000000 Penalty: 5300.582520
	Iteration 6Q: 3 clusters Score -6208490 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -6209600.500000 Penalty: 5300.582520
	Iteration 7Q: 3 clusters Score -6209600 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -6211371.000000 Penalty: 5300.582520
	Iteration 8F: 3 clusters Score -6211371 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -6213781.500000 Penalty: 5300.582520
	Iteration 9F: 3 clusters Score -6213782 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -6216547.500000 Penalty: 5300.582520
	Iteration 10F: 3 clusters Score -6216548 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -6218900.500000 Penalty: 5300.582520
	Iteration 11F: 3 clusters Score -6218900 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -6220440.000000 Penalty: 5300.582520
	Iteration 12Q: 3 clusters Score -6220440 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -6221266.000000 Penalty: 5300.582520
	Iteration 13Q: 3 clusters Score -6221266 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -6221647.000000 Penalty: 5300.582520
	Iteration 14Q: 3 clusters Score -6221647 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -6221854.500000 Penalty: 5300.582520
	Iteration 15Q: 3 clusters Score -6221854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -6221977.500000 Penalty: 5300.582520
	Iteration 16Q: 3 clusters Score -6221978 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -6222079.500000 Penalty: 5300.582520
	Iteration 17Q: 3 clusters Score -6222080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -6222150.500000 Penalty: 5300.582520
	Iteration 18Q: 3 clusters Score -6222150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -6222189.500000 Penalty: 5300.582520
	Iteration 19Q: 3 clusters Score -6222190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -6222222.000000 Penalty: 5300.582520
	Iteration 20F: 3 clusters Score -6222222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -6222231.500000 Penalty: 5300.582520
	Iteration 21Q: 3 clusters Score -6222232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -6222239.000000 Penalty: 5300.582520
	Iteration 22Q: 3 clusters Score -6222239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -6222256.000000 Penalty: 5300.582520
	Iteration 23Q: 3 clusters Score -6222256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -6222255.500000 Penalty: 5300.582520
	Iteration 24Q: 3 clusters Score -6222256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -6222262.000000 Penalty: 5300.582520
	Iteration 25Q: 3 clusters Score -6222262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -6222263.500000 Penalty: 5300.582520
	Iteration 26Q: 3 clusters Score -6222264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -6222266.000000 Penalty: 5300.582520
	Iteration 27Q: 3 clusters Score -6222266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -6222266.000000 Penalty: 5300.582520
	Iteration 28F: 3 clusters Score -6222266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Entering Unmasked Estep 
Score: -9345871.000000 Penalty: 2749.634766
	Iteration 0F: 2 clusters Score -9345871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -9302029.000000 Penalty: 5499.269531
	Iteration 0F: 3 clusters Score -9302029 nChanged 30349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -9318845.000000 Penalty: 5499.269531
	Iteration 1F: 3 clusters Score -9318845 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -9319395.000000 Penalty: 5499.269531
	Iteration 2Q: 3 clusters Score -9319395 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -9319974.000000 Penalty: 5499.269531
	Iteration 3Q: 3 clusters Score -9319974 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -9320590.000000 Penalty: 5499.269531
	Iteration 4Q: 3 clusters Score -9320590 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -9321436.000000 Penalty: 5499.269531
	Iteration 5Q: 3 clusters Score -9321436 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -9322764.000000 Penalty: 5499.269531
	Iteration 6Q: 3 clusters Score -9322764 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -9324860.000000 Penalty: 5499.269531
	Iteration 7F: 3 clusters Score -9324860 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -9327987.000000 Penalty: 5499.269531
	Iteration 8F: 3 clusters Score -9327987 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -9332153.000000 Penalty: 5499.269531
	Iteration 9F: 3 clusters Score -9332153 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -9336298.000000 Penalty: 5499.269531
	Iteration 10F: 3 clusters Score -9336298 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -9339286.000000 Penalty: 5499.269531
	Iteration 11Q: 3 clusters Score -9339286 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -9340800.000000 Penalty: 5499.269531
	Iteration 12Q: 3 clusters Score -9340800 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -9341437.000000 Penalty: 5499.269531
	Iteration 13Q: 3 clusters Score -9341437 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -9341807.000000 Penalty: 5499.269531
	Iteration 14Q: 3 clusters Score -9341807 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -9342004.000000 Penalty: 5499.269531
	Iteration 15Q: 3 clusters Score -9342004 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -9342221.000000 Penalty: 5499.269531
	Iteration 16Q: 3 clusters Score -9342221 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -9342393.000000 Penalty: 5499.269531
	Iteration 17Q: 3 clusters Score -9342393 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -9342557.000000 Penalty: 5499.269531
	Iteration 18Q: 3 clusters Score -9342557 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -9342698.000000 Penalty: 5499.269531
	Iteration 19Q: 3 clusters Score -9342698 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -9342775.000000 Penalty: 5499.269531
	Iteration 20F: 3 clusters Score -9342775 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -9342836.000000 Penalty: 5499.269531
	Iteration 21Q: 3 clusters Score -9342836 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -9342922.000000 Penalty: 5499.269531
	Iteration 22Q: 3 clusters Score -9342922 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -9342982.000000 Penalty: 5499.269531
	Iteration 23Q: 3 clusters Score -9342982 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -9343066.000000 Penalty: 5499.269531
	Iteration 24Q: 3 clusters Score -9343066 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -9343136.000000 Penalty: 5499.269531
	Iteration 25Q: 3 clusters Score -9343136 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -9343185.000000 Penalty: 5499.269531
	Iteration 26Q: 3 clusters Score -9343185 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -9343245.000000 Penalty: 5499.269531
	Iteration 27Q: 3 clusters Score -9343245 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -9343317.000000 Penalty: 5499.269531
	Iteration 28Q: 3 clusters Score -9343317 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -9343364.000000 Penalty: 5499.269531
	Iteration 29Q: 3 clusters Score -9343364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -9343404.000000 Penalty: 5499.269531
	Iteration 30Q: 3 clusters Score -9343404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -9343417.000000 Penalty: 5499.269531
	Iteration 31Q: 3 clusters Score -9343417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -9343443.000000 Penalty: 5499.269531
	Iteration 32Q: 3 clusters Score -9343443 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -9343484.000000 Penalty: 5499.269531
	Iteration 33Q: 3 clusters Score -9343484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -9343513.000000 Penalty: 5499.269531
	Iteration 34Q: 3 clusters Score -9343513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -9343531.000000 Penalty: 5499.269531
	Iteration 35Q: 3 clusters Score -9343531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -9343534.000000 Penalty: 5499.269531
	Iteration 36Q: 3 clusters Score -9343534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -9343554.000000 Penalty: 5499.269531
	Iteration 37Q: 3 clusters Score -9343554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -9343563.000000 Penalty: 5499.269531
	Iteration 38Q: 3 clusters Score -9343563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -9343558.000000 Penalty: 5499.269531
	Iteration 39Q: 3 clusters Score -9343558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -9343561.000000 Penalty: 5499.269531
	Iteration 40F: 3 clusters Score -9343561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -9343581.000000 Penalty: 5499.269531
	Iteration 41Q: 3 clusters Score -9343581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -9343584.000000 Penalty: 5499.269531
	Iteration 42Q: 3 clusters Score -9343584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -9343589.000000 Penalty: 5499.269531
	Iteration 43Q: 3 clusters Score -9343589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -9343592.000000 Penalty: 5499.269531
	Iteration 44Q: 3 clusters Score -9343592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -9343590.000000 Penalty: 5499.269531
	Iteration 45Q: 3 clusters Score -9343590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -9343594.000000 Penalty: 5499.269531
	Iteration 46Q: 3 clusters Score -9343594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -9343590.000000 Penalty: 5499.269531
	Iteration 47Q: 3 clusters Score -9343590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -9343598.000000 Penalty: 5499.269531
	Iteration 48Q: 3 clusters Score -9343598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -9343610.000000 Penalty: 5499.269531
	Iteration 49Q: 3 clusters Score -9343610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -9343604.000000 Penalty: 5499.269531
	Iteration 50Q: 3 clusters Score -9343604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -9343613.000000 Penalty: 5499.269531
	Iteration 51Q: 3 clusters Score -9343613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -9343611.000000 Penalty: 5499.269531
	Iteration 52Q: 3 clusters Score -9343611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -9343624.000000 Penalty: 5499.269531
	Iteration 53Q: 3 clusters Score -9343624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -9343630.000000 Penalty: 5499.269531
	Iteration 54Q: 3 clusters Score -9343630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -9343629.000000 Penalty: 5499.269531
	Iteration 55Q: 3 clusters Score -9343629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -9343636.000000 Penalty: 5499.269531
	Iteration 56Q: 3 clusters Score -9343636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 64102 members 
Entering Unmasked Estep 
Score: -9343640.000000 Penalty: 5499.269531
	Iteration 57Q: 3 clusters Score -9343640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -9343627.000000 Penalty: 5499.269531
	Iteration 58Q: 3 clusters Score -9343627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -9343624.000000 Penalty: 5499.269531
	Iteration 59Q: 3 clusters Score -9343624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -9343624.000000 Penalty: 5499.269531
	Iteration 60F: 3 clusters Score -9343624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -134897.421875 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -134897.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -132947.953125 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -132948 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133424.828125 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -133424.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133794.984375 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -133795 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134230.031250 Penalty: 3475.770020
	Iteration 3F: 3 clusters Score -134230 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134871.171875 Penalty: 3475.770020
	Iteration 4F: 3 clusters Score -134871.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135386.140625 Penalty: 3475.770020
	Iteration 5F: 3 clusters Score -135386.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -135751.359375 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -135751.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136377.046875 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -136377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -136529.968750 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -136530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -136555.171875 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -136555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -136555.171875 Penalty: 3475.770020
	Iteration 10F: 3 clusters Score -136555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 166779 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 5446 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 43768 members 
Mstep: Class 8 contains 65332 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 177142 members 
Mstep: Class 11 contains 139051 members 
Mstep: Class 12 contains 12372 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 167508 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 37395 members 
Mstep: Class 19 contains 137681 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 40436 members 
Mstep: Class 22 contains 33379 members 
Entering Unmasked Estep 
Score: -147001840.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147001872.000000 to -147001840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (177142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177142 members 
Entering Unmasked Estep 
Score: -25190266.000000 Penalty: 2997.007324
	Iteration 0F: 2 clusters Score -2.519027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -25092340.000000 Penalty: 5994.014648
	Iteration 0F: 3 clusters Score -2.509234e+07 nChanged 85092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90293 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -25141900.000000 Penalty: 5994.014648
	Iteration 1F: 3 clusters Score -2.51419e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 86163 members 
Entering Unmasked Estep 
Score: -25142738.000000 Penalty: 5994.014648
	Iteration 2Q: 3 clusters Score -2.514274e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91889 members 
Mstep: Class 2 contains 85253 members 
Entering Unmasked Estep 
Score: -25143810.000000 Penalty: 5994.014648
	Iteration 3Q: 3 clusters Score -2.514381e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -25144802.000000 Penalty: 5994.014648
	Iteration 4Q: 3 clusters Score -2.51448e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94446 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -25146266.000000 Penalty: 5994.014648
	Iteration 5Q: 3 clusters Score -2.514627e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96245 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -25148120.000000 Penalty: 5994.014648
	Iteration 6Q: 3 clusters Score -2.514812e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 78848 members 
Entering Unmasked Estep 
Score: -25151228.000000 Penalty: 5994.014648
	Iteration 7Q: 3 clusters Score -2.515123e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100415 members 
Mstep: Class 2 contains 76727 members 
Entering Unmasked Estep 
Score: -25156584.000000 Penalty: 5994.014648
	Iteration 8F: 3 clusters Score -2.515658e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101943 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -25164908.000000 Penalty: 5994.014648
	Iteration 9F: 3 clusters Score -2.516491e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102356 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -25173720.000000 Penalty: 5994.014648
	Iteration 10F: 3 clusters Score -2.517372e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102012 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -25178300.000000 Penalty: 5994.014648
	Iteration 11F: 3 clusters Score -2.51783e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 75610 members 
Entering Unmasked Estep 
Score: -25179848.000000 Penalty: 5994.014648
	Iteration 12Q: 3 clusters Score -2.517985e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101005 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -25180308.000000 Penalty: 5994.014648
	Iteration 13Q: 3 clusters Score -2.518031e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100499 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -25180510.000000 Penalty: 5994.014648
	Iteration 14Q: 3 clusters Score -2.518051e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99987 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -25180726.000000 Penalty: 5994.014648
	Iteration 15Q: 3 clusters Score -2.518073e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -25181020.000000 Penalty: 5994.014648
	Iteration 16Q: 3 clusters Score -2.518102e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98650 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -25181196.000000 Penalty: 5994.014648
	Iteration 17Q: 3 clusters Score -2.51812e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97909 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
Score: -25181480.000000 Penalty: 5994.014648
	Iteration 18Q: 3 clusters Score -2.518148e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -25181702.000000 Penalty: 5994.014648
	Iteration 19Q: 3 clusters Score -2.51817e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -25181992.000000 Penalty: 5994.014648
	Iteration 20F: 3 clusters Score -2.518199e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95103 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -25182136.000000 Penalty: 5994.014648
	Iteration 21Q: 3 clusters Score -2.518214e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -25182294.000000 Penalty: 5994.014648
	Iteration 22Q: 3 clusters Score -2.518229e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -25182528.000000 Penalty: 5994.014648
	Iteration 23Q: 3 clusters Score -2.518253e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92037 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -25182882.000000 Penalty: 5994.014648
	Iteration 24Q: 3 clusters Score -2.518288e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -25183422.000000 Penalty: 5994.014648
	Iteration 25Q: 3 clusters Score -2.518342e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -25183828.000000 Penalty: 5994.014648
	Iteration 26Q: 3 clusters Score -2.518383e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -25184216.000000 Penalty: 5994.014648
	Iteration 27Q: 3 clusters Score -2.518422e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Mstep: Class 2 contains 89196 members 
Entering Unmasked Estep 
Score: -25184544.000000 Penalty: 5994.014648
	Iteration 28Q: 3 clusters Score -2.518454e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -25184920.000000 Penalty: 5994.014648
	Iteration 29Q: 3 clusters Score -2.518492e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -25185312.000000 Penalty: 5994.014648
	Iteration 30Q: 3 clusters Score -2.518531e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -25185874.000000 Penalty: 5994.014648
	Iteration 31Q: 3 clusters Score -2.518587e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -25186322.000000 Penalty: 5994.014648
	Iteration 32Q: 3 clusters Score -2.518632e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82605 members 
Mstep: Class 2 contains 94537 members 
Entering Unmasked Estep 
Score: -25186696.000000 Penalty: 5994.014648
	Iteration 33Q: 3 clusters Score -2.51867e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -25187084.000000 Penalty: 5994.014648
	Iteration 34Q: 3 clusters Score -2.518708e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80718 members 
Mstep: Class 2 contains 96424 members 
Entering Unmasked Estep 
Score: -25187510.000000 Penalty: 5994.014648
	Iteration 35Q: 3 clusters Score -2.518751e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -25187966.000000 Penalty: 5994.014648
	Iteration 36Q: 3 clusters Score -2.518797e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 97983 members 
Entering Unmasked Estep 
Score: -25188342.000000 Penalty: 5994.014648
	Iteration 37Q: 3 clusters Score -2.518834e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 98701 members 
Entering Unmasked Estep 
Score: -25188524.000000 Penalty: 5994.014648
	Iteration 38Q: 3 clusters Score -2.518852e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -25188796.000000 Penalty: 5994.014648
	Iteration 39Q: 3 clusters Score -2.51888e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 100017 members 
Entering Unmasked Estep 
Score: -25188944.000000 Penalty: 5994.014648
	Iteration 40F: 3 clusters Score -2.518894e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -25189028.000000 Penalty: 5994.014648
	Iteration 41Q: 3 clusters Score -2.518903e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 101287 members 
Entering Unmasked Estep 
Score: -25189206.000000 Penalty: 5994.014648
	Iteration 42Q: 3 clusters Score -2.518921e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -25189232.000000 Penalty: 5994.014648
	Iteration 43Q: 3 clusters Score -2.518923e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 102379 members 
Entering Unmasked Estep 
Score: -25189334.000000 Penalty: 5994.014648
	Iteration 44Q: 3 clusters Score -2.518933e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 102797 members 
Entering Unmasked Estep 
Score: -25189488.000000 Penalty: 5994.014648
	Iteration 45Q: 3 clusters Score -2.518949e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 103122 members 
Entering Unmasked Estep 
Score: -25189534.000000 Penalty: 5994.014648
	Iteration 46Q: 3 clusters Score -2.518953e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 103425 members 
Entering Unmasked Estep 
Score: -25189536.000000 Penalty: 5994.014648
	Iteration 47Q: 3 clusters Score -2.518954e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 103707 members 
Entering Unmasked Estep 
Score: -25189574.000000 Penalty: 5994.014648
	Iteration 48Q: 3 clusters Score -2.518957e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73124 members 
Mstep: Class 2 contains 104018 members 
Entering Unmasked Estep 
Score: -25189566.000000 Penalty: 5994.014648
	Iteration 49Q: 3 clusters Score -2.518957e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 104347 members 
Entering Unmasked Estep 
Score: -25189592.000000 Penalty: 5994.014648
	Iteration 50Q: 3 clusters Score -2.518959e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 104710 members 
Entering Unmasked Estep 
Score: -25189662.000000 Penalty: 5994.014648
	Iteration 51Q: 3 clusters Score -2.518966e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -25189656.000000 Penalty: 5994.014648
	Iteration 52Q: 3 clusters Score -2.518966e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 105434 members 
Entering Unmasked Estep 
Score: -25189672.000000 Penalty: 5994.014648
	Iteration 53Q: 3 clusters Score -2.518967e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 105785 members 
Entering Unmasked Estep 
Score: -25189668.000000 Penalty: 5994.014648
	Iteration 54Q: 3 clusters Score -2.518967e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 106097 members 
Entering Unmasked Estep 
Score: -25189678.000000 Penalty: 5994.014648
	Iteration 55Q: 3 clusters Score -2.518968e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 106396 members 
Entering Unmasked Estep 
Score: -25189664.000000 Penalty: 5994.014648
	Iteration 56Q: 3 clusters Score -2.518966e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 106721 members 
Entering Unmasked Estep 
Score: -25189680.000000 Penalty: 5994.014648
	Iteration 57Q: 3 clusters Score -2.518968e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 107039 members 
Entering Unmasked Estep 
Score: -25189702.000000 Penalty: 5994.014648
	Iteration 58Q: 3 clusters Score -2.51897e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 107344 members 
Entering Unmasked Estep 
Score: -25189634.000000 Penalty: 5994.014648
	Iteration 59Q: 3 clusters Score -2.518963e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 107610 members 
Entering Unmasked Estep 
Score: -25189638.000000 Penalty: 5994.014648
	Iteration 60F: 3 clusters Score -2.518964e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 107888 members 
Entering Unmasked Estep 
Score: -25189658.000000 Penalty: 5994.014648
	Iteration 61Q: 3 clusters Score -2.518966e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 108172 members 
Entering Unmasked Estep 
Score: -25189704.000000 Penalty: 5994.014648
	Iteration 62Q: 3 clusters Score -2.51897e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 108436 members 
Entering Unmasked Estep 
Score: -25189674.000000 Penalty: 5994.014648
	Iteration 63Q: 3 clusters Score -2.518967e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 108692 members 
Entering Unmasked Estep 
Score: -25189724.000000 Penalty: 5994.014648
	Iteration 64Q: 3 clusters Score -2.518972e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -25189736.000000 Penalty: 5994.014648
	Iteration 65Q: 3 clusters Score -2.518974e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 109182 members 
Entering Unmasked Estep 
Score: -25189732.000000 Penalty: 5994.014648
	Iteration 66Q: 3 clusters Score -2.518973e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 109402 members 
Entering Unmasked Estep 
Score: -25189786.000000 Penalty: 5994.014648
	Iteration 67Q: 3 clusters Score -2.518979e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67522 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -25189754.000000 Penalty: 5994.014648
	Iteration 68Q: 3 clusters Score -2.518975e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 109853 members 
Entering Unmasked Estep 
Score: -25189684.000000 Penalty: 5994.014648
	Iteration 69Q: 3 clusters Score -2.518968e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 110068 members 
Entering Unmasked Estep 
Score: -25189742.000000 Penalty: 5994.014648
	Iteration 70Q: 3 clusters Score -2.518974e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 110254 members 
Entering Unmasked Estep 
Score: -25189746.000000 Penalty: 5994.014648
	Iteration 71Q: 3 clusters Score -2.518975e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66711 members 
Mstep: Class 2 contains 110431 members 
Entering Unmasked Estep 
Score: -25189748.000000 Penalty: 5994.014648
	Iteration 72Q: 3 clusters Score -2.518975e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 110604 members 
Entering Unmasked Estep 
Score: -25189698.000000 Penalty: 5994.014648
	Iteration 73Q: 3 clusters Score -2.51897e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 110798 members 
Entering Unmasked Estep 
Score: -25189698.000000 Penalty: 5994.014648
	Iteration 74Q: 3 clusters Score -2.51897e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 110956 members 
Entering Unmasked Estep 
Score: -25189632.000000 Penalty: 5994.014648
	Iteration 75Q: 3 clusters Score -2.518963e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66076 members 
Mstep: Class 2 contains 111066 members 
Entering Unmasked Estep 
Score: -25189602.000000 Penalty: 5994.014648
	Iteration 76Q: 3 clusters Score -2.51896e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 111143 members 
Entering Unmasked Estep 
Score: -25189520.000000 Penalty: 5994.014648
	Iteration 77Q: 3 clusters Score -2.518952e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 111194 members 
Entering Unmasked Estep 
Score: -25189470.000000 Penalty: 5994.014648
	Iteration 78Q: 3 clusters Score -2.518947e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 111237 members 
Entering Unmasked Estep 
Score: -25189530.000000 Penalty: 5994.014648
	Iteration 79Q: 3 clusters Score -2.518953e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 111274 members 
Entering Unmasked Estep 
Score: -25189558.000000 Penalty: 5994.014648
	Iteration 80F: 3 clusters Score -2.518956e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 111304 members 
Entering Unmasked Estep 
Score: -25189564.000000 Penalty: 5994.014648
	Iteration 81Q: 3 clusters Score -2.518956e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 111348 members 
Entering Unmasked Estep 
Score: -25189542.000000 Penalty: 5994.014648
	Iteration 82Q: 3 clusters Score -2.518954e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 111407 members 
Entering Unmasked Estep 
Score: -25189548.000000 Penalty: 5994.014648
	Iteration 83Q: 3 clusters Score -2.518955e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 111453 members 
Entering Unmasked Estep 
Score: -25189574.000000 Penalty: 5994.014648
	Iteration 84Q: 3 clusters Score -2.518957e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 111497 members 
Entering Unmasked Estep 
Score: -25189552.000000 Penalty: 5994.014648
	Iteration 85Q: 3 clusters Score -2.518955e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 111539 members 
Entering Unmasked Estep 
Score: -25189538.000000 Penalty: 5994.014648
	Iteration 86Q: 3 clusters Score -2.518954e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 111576 members 
Entering Unmasked Estep 
Score: -25189514.000000 Penalty: 5994.014648
	Iteration 87Q: 3 clusters Score -2.518951e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 111600 members 
Entering Unmasked Estep 
Score: -25189482.000000 Penalty: 5994.014648
	Iteration 88Q: 3 clusters Score -2.518948e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 111595 members 
Entering Unmasked Estep 
Score: -25189540.000000 Penalty: 5994.014648
	Iteration 89Q: 3 clusters Score -2.518954e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 111608 members 
Entering Unmasked Estep 
Score: -25189530.000000 Penalty: 5994.014648
	Iteration 90Q: 3 clusters Score -2.518953e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 111623 members 
Entering Unmasked Estep 
Score: -25189504.000000 Penalty: 5994.014648
	Iteration 91Q: 3 clusters Score -2.51895e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 111644 members 
Entering Unmasked Estep 
Score: -25189546.000000 Penalty: 5994.014648
	Iteration 92Q: 3 clusters Score -2.518955e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 111645 members 
Entering Unmasked Estep 
Score: -25189560.000000 Penalty: 5994.014648
	Iteration 93Q: 3 clusters Score -2.518956e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 111622 members 
Entering Unmasked Estep 
Score: -25189566.000000 Penalty: 5994.014648
	Iteration 94Q: 3 clusters Score -2.518957e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 111600 members 
Entering Unmasked Estep 
Score: -25189584.000000 Penalty: 5994.014648
	Iteration 95Q: 3 clusters Score -2.518958e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 111583 members 
Entering Unmasked Estep 
Score: -25189544.000000 Penalty: 5994.014648
	Iteration 96Q: 3 clusters Score -2.518954e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 111548 members 
Entering Unmasked Estep 
Score: -25189602.000000 Penalty: 5994.014648
	Iteration 97Q: 3 clusters Score -2.51896e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 111499 members 
Entering Unmasked Estep 
Score: -25189586.000000 Penalty: 5994.014648
	Iteration 98Q: 3 clusters Score -2.518959e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 111448 members 
Entering Unmasked Estep 
Score: -25189642.000000 Penalty: 5994.014648
	Iteration 99Q: 3 clusters Score -2.518964e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 111428 members 
Entering Unmasked Estep 
Score: -25189672.000000 Penalty: 5994.014648
	Iteration 100F: 3 clusters Score -2.518967e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 111426 members 
Entering Unmasked Estep 
Score: -25189576.000000 Penalty: 5994.014648
	Iteration 101Q: 3 clusters Score -2.518958e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 111405 members 
Entering Unmasked Estep 
Score: -25189588.000000 Penalty: 5994.014648
	Iteration 102Q: 3 clusters Score -2.518959e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 111391 members 
Entering Unmasked Estep 
Score: -25189552.000000 Penalty: 5994.014648
	Iteration 103Q: 3 clusters Score -2.518955e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 111375 members 
Entering Unmasked Estep 
Score: -25189524.000000 Penalty: 5994.014648
	Iteration 104Q: 3 clusters Score -2.518952e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 111351 members 
Entering Unmasked Estep 
Score: -25189500.000000 Penalty: 5994.014648
	Iteration 105Q: 3 clusters Score -2.51895e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 111335 members 
Entering Unmasked Estep 
Score: -25189468.000000 Penalty: 5994.014648
	Iteration 106Q: 3 clusters Score -2.518947e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 111319 members 
Entering Unmasked Estep 
Score: -25189488.000000 Penalty: 5994.014648
	Iteration 107Q: 3 clusters Score -2.518949e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 111297 members 
Entering Unmasked Estep 
Score: -25189488.000000 Penalty: 5994.014648
	Iteration 108Q: 3 clusters Score -2.518949e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 111271 members 
Entering Unmasked Estep 
Score: -25189516.000000 Penalty: 5994.014648
	Iteration 109Q: 3 clusters Score -2.518952e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 111233 members 
Entering Unmasked Estep 
Score: -25189502.000000 Penalty: 5994.014648
	Iteration 110Q: 3 clusters Score -2.51895e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -25189536.000000 Penalty: 5994.014648
	Iteration 111Q: 3 clusters Score -2.518954e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 111101 members 
Entering Unmasked Estep 
Score: -25189536.000000 Penalty: 5994.014648
	Iteration 112Q: 3 clusters Score -2.518954e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 111027 members 
Entering Unmasked Estep 
Score: -25189504.000000 Penalty: 5994.014648
	Iteration 113Q: 3 clusters Score -2.51895e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 110960 members 
Entering Unmasked Estep 
Score: -25189518.000000 Penalty: 5994.014648
	Iteration 114Q: 3 clusters Score -2.518952e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 110893 members 
Entering Unmasked Estep 
Score: -25189510.000000 Penalty: 5994.014648
	Iteration 115Q: 3 clusters Score -2.518951e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 110819 members 
Entering Unmasked Estep 
Score: -25189496.000000 Penalty: 5994.014648
	Iteration 116Q: 3 clusters Score -2.51895e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 110742 members 
Entering Unmasked Estep 
Score: -25189476.000000 Penalty: 5994.014648
	Iteration 117Q: 3 clusters Score -2.518948e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 110679 members 
Entering Unmasked Estep 
Score: -25189470.000000 Penalty: 5994.014648
	Iteration 118Q: 3 clusters Score -2.518947e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Mstep: Class 2 contains 110592 members 
Entering Unmasked Estep 
Score: -25189480.000000 Penalty: 5994.014648
	Iteration 119Q: 3 clusters Score -2.518948e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -25189512.000000 Penalty: 5994.014648
	Iteration 120F: 3 clusters Score -2.518951e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -25189498.000000 Penalty: 5994.014648
	Iteration 121Q: 3 clusters Score -2.51895e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 110401 members 
Entering Unmasked Estep 
Score: -25189478.000000 Penalty: 5994.014648
	Iteration 122Q: 3 clusters Score -2.518948e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -25189472.000000 Penalty: 5994.014648
	Iteration 123Q: 3 clusters Score -2.518947e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 110312 members 
Entering Unmasked Estep 
Score: -25189490.000000 Penalty: 5994.014648
	Iteration 124Q: 3 clusters Score -2.518949e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 110279 members 
Entering Unmasked Estep 
Score: -25189508.000000 Penalty: 5994.014648
	Iteration 125Q: 3 clusters Score -2.518951e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66889 members 
Mstep: Class 2 contains 110253 members 
Entering Unmasked Estep 
Score: -25189514.000000 Penalty: 5994.014648
	Iteration 126Q: 3 clusters Score -2.518951e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 110232 members 
Entering Unmasked Estep 
Score: -25189534.000000 Penalty: 5994.014648
	Iteration 127Q: 3 clusters Score -2.518953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -25189530.000000 Penalty: 5994.014648
	Iteration 128Q: 3 clusters Score -2.518953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 110182 members 
Entering Unmasked Estep 
Score: -25189526.000000 Penalty: 5994.014648
	Iteration 129Q: 3 clusters Score -2.518953e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 110160 members 
Entering Unmasked Estep 
Score: -25189522.000000 Penalty: 5994.014648
	Iteration 130Q: 3 clusters Score -2.518952e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 110137 members 
Entering Unmasked Estep 
Score: -25189518.000000 Penalty: 5994.014648
	Iteration 131Q: 3 clusters Score -2.518952e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 110101 members 
Entering Unmasked Estep 
Score: -25189532.000000 Penalty: 5994.014648
	Iteration 132Q: 3 clusters Score -2.518953e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 110075 members 
Entering Unmasked Estep 
Score: -25189524.000000 Penalty: 5994.014648
	Iteration 133Q: 3 clusters Score -2.518952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 110056 members 
Entering Unmasked Estep 
Score: -25189508.000000 Penalty: 5994.014648
	Iteration 134Q: 3 clusters Score -2.518951e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 110046 members 
Entering Unmasked Estep 
Score: -25189496.000000 Penalty: 5994.014648
	Iteration 135Q: 3 clusters Score -2.51895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 110029 members 
Entering Unmasked Estep 
Score: -25189492.000000 Penalty: 5994.014648
	Iteration 136Q: 3 clusters Score -2.518949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 110013 members 
Entering Unmasked Estep 
Score: -25189500.000000 Penalty: 5994.014648
	Iteration 137Q: 3 clusters Score -2.51895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 110006 members 
Entering Unmasked Estep 
Score: -25189496.000000 Penalty: 5994.014648
	Iteration 138Q: 3 clusters Score -2.51895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 109998 members 
Entering Unmasked Estep 
Score: -25189492.000000 Penalty: 5994.014648
	Iteration 139Q: 3 clusters Score -2.518949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 109987 members 
Entering Unmasked Estep 
Score: -25189504.000000 Penalty: 5994.014648
	Iteration 140F: 3 clusters Score -2.51895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -25189476.000000 Penalty: 5994.014648
	Iteration 141Q: 3 clusters Score -2.518948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -25189482.000000 Penalty: 5994.014648
	Iteration 142Q: 3 clusters Score -2.518948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 109942 members 
Entering Unmasked Estep 
Score: -25189492.000000 Penalty: 5994.014648
	Iteration 143Q: 3 clusters Score -2.518949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 109924 members 
Entering Unmasked Estep 
Score: -25189496.000000 Penalty: 5994.014648
	Iteration 144Q: 3 clusters Score -2.51895e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 109897 members 
Entering Unmasked Estep 
Score: -25189490.000000 Penalty: 5994.014648
	Iteration 145Q: 3 clusters Score -2.518949e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 109867 members 
Entering Unmasked Estep 
Score: -25189520.000000 Penalty: 5994.014648
	Iteration 146Q: 3 clusters Score -2.518952e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 109839 members 
Entering Unmasked Estep 
Score: -25189532.000000 Penalty: 5994.014648
	Iteration 147Q: 3 clusters Score -2.518953e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 109816 members 
Entering Unmasked Estep 
Score: -25189564.000000 Penalty: 5994.014648
	Iteration 148Q: 3 clusters Score -2.518956e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 109783 members 
Entering Unmasked Estep 
Score: -25189570.000000 Penalty: 5994.014648
	Iteration 149Q: 3 clusters Score -2.518957e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 109756 members 
Entering Unmasked Estep 
Score: -25189562.000000 Penalty: 5994.014648
	Iteration 150Q: 3 clusters Score -2.518956e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -25189582.000000 Penalty: 5994.014648
	Iteration 151Q: 3 clusters Score -2.518958e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 109696 members 
Entering Unmasked Estep 
Score: -25189560.000000 Penalty: 5994.014648
	Iteration 152Q: 3 clusters Score -2.518956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 109676 members 
Entering Unmasked Estep 
Score: -25189568.000000 Penalty: 5994.014648
	Iteration 153Q: 3 clusters Score -2.518957e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 109649 members 
Entering Unmasked Estep 
Score: -25189558.000000 Penalty: 5994.014648
	Iteration 154Q: 3 clusters Score -2.518956e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 109616 members 
Entering Unmasked Estep 
Score: -25189562.000000 Penalty: 5994.014648
	Iteration 155Q: 3 clusters Score -2.518956e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 109587 members 
Entering Unmasked Estep 
Score: -25189556.000000 Penalty: 5994.014648
	Iteration 156Q: 3 clusters Score -2.518956e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67581 members 
Mstep: Class 2 contains 109561 members 
Entering Unmasked Estep 
Score: -25189562.000000 Penalty: 5994.014648
	Iteration 157Q: 3 clusters Score -2.518956e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 109530 members 
Entering Unmasked Estep 
Score: -25189554.000000 Penalty: 5994.014648
	Iteration 158Q: 3 clusters Score -2.518955e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 109503 members 
Entering Unmasked Estep 
Score: -25189548.000000 Penalty: 5994.014648
	Iteration 159Q: 3 clusters Score -2.518955e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67666 members 
Mstep: Class 2 contains 109476 members 
Entering Unmasked Estep 
Score: -25189544.000000 Penalty: 5994.014648
	Iteration 160F: 3 clusters Score -2.518954e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -25189530.000000 Penalty: 5994.014648
	Iteration 161Q: 3 clusters Score -2.518953e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 109409 members 
Entering Unmasked Estep 
Score: -25189508.000000 Penalty: 5994.014648
	Iteration 162Q: 3 clusters Score -2.518951e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 109368 members 
Entering Unmasked Estep 
Score: -25189506.000000 Penalty: 5994.014648
	Iteration 163Q: 3 clusters Score -2.518951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 109337 members 
Entering Unmasked Estep 
Score: -25189498.000000 Penalty: 5994.014648
	Iteration 164Q: 3 clusters Score -2.51895e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 109315 members 
Entering Unmasked Estep 
Score: -25189482.000000 Penalty: 5994.014648
	Iteration 165Q: 3 clusters Score -2.518948e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 109289 members 
Entering Unmasked Estep 
Score: -25189508.000000 Penalty: 5994.014648
	Iteration 166Q: 3 clusters Score -2.518951e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 109270 members 
Entering Unmasked Estep 
Score: -25189506.000000 Penalty: 5994.014648
	Iteration 167Q: 3 clusters Score -2.518951e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 109244 members 
Entering Unmasked Estep 
Score: -25189516.000000 Penalty: 5994.014648
	Iteration 168Q: 3 clusters Score -2.518952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 109225 members 
Entering Unmasked Estep 
Score: -25189542.000000 Penalty: 5994.014648
	Iteration 169Q: 3 clusters Score -2.518954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
Score: -25189536.000000 Penalty: 5994.014648
	Iteration 170Q: 3 clusters Score -2.518954e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -25189538.000000 Penalty: 5994.014648
	Iteration 171Q: 3 clusters Score -2.518954e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 109158 members 
Entering Unmasked Estep 
Score: -25189534.000000 Penalty: 5994.014648
	Iteration 172Q: 3 clusters Score -2.518953e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 109138 members 
Entering Unmasked Estep 
Score: -25189548.000000 Penalty: 5994.014648
	Iteration 173Q: 3 clusters Score -2.518955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 109114 members 
Entering Unmasked Estep 
Score: -25189548.000000 Penalty: 5994.014648
	Iteration 174Q: 3 clusters Score -2.518955e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -25189542.000000 Penalty: 5994.014648
	Iteration 175Q: 3 clusters Score -2.518954e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -25189542.000000 Penalty: 5994.014648
	Iteration 176Q: 3 clusters Score -2.518954e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 109053 members 
Entering Unmasked Estep 
Score: -25189552.000000 Penalty: 5994.014648
	Iteration 177Q: 3 clusters Score -2.518955e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 109036 members 
Entering Unmasked Estep 
Score: -25189544.000000 Penalty: 5994.014648
	Iteration 178Q: 3 clusters Score -2.518954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -25189570.000000 Penalty: 5994.014648
	Iteration 179Q: 3 clusters Score -2.518957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 109009 members 
Entering Unmasked Estep 
Score: -25189572.000000 Penalty: 5994.014648
	Iteration 180F: 3 clusters Score -2.518957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 108991 members 
Entering Unmasked Estep 
Score: -25189566.000000 Penalty: 5994.014648
	Iteration 181Q: 3 clusters Score -2.518957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 108978 members 
Entering Unmasked Estep 
Score: -25189554.000000 Penalty: 5994.014648
	Iteration 182Q: 3 clusters Score -2.518955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 108952 members 
Entering Unmasked Estep 
Score: -25189532.000000 Penalty: 5994.014648
	Iteration 183Q: 3 clusters Score -2.518953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 108924 members 
Entering Unmasked Estep 
Score: -25189518.000000 Penalty: 5994.014648
	Iteration 184Q: 3 clusters Score -2.518952e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 108905 members 
Entering Unmasked Estep 
Score: -25189532.000000 Penalty: 5994.014648
	Iteration 185Q: 3 clusters Score -2.518953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 108885 members 
Entering Unmasked Estep 
Score: -25189512.000000 Penalty: 5994.014648
	Iteration 186Q: 3 clusters Score -2.518951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68277 members 
Mstep: Class 2 contains 108865 members 
Entering Unmasked Estep 
Score: -25189510.000000 Penalty: 5994.014648
	Iteration 187Q: 3 clusters Score -2.518951e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 108846 members 
Entering Unmasked Estep 
Score: -25189500.000000 Penalty: 5994.014648
	Iteration 188Q: 3 clusters Score -2.51895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -25189504.000000 Penalty: 5994.014648
	Iteration 189Q: 3 clusters Score -2.51895e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 108801 members 
Entering Unmasked Estep 
Score: -25189474.000000 Penalty: 5994.014648
	Iteration 190Q: 3 clusters Score -2.518947e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -25189490.000000 Penalty: 5994.014648
	Iteration 191Q: 3 clusters Score -2.518949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 108755 members 
Entering Unmasked Estep 
Score: -25189486.000000 Penalty: 5994.014648
	Iteration 192Q: 3 clusters Score -2.518949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 108742 members 
Entering Unmasked Estep 
Score: -25189482.000000 Penalty: 5994.014648
	Iteration 193Q: 3 clusters Score -2.518948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 108732 members 
Entering Unmasked Estep 
Score: -25189492.000000 Penalty: 5994.014648
	Iteration 194Q: 3 clusters Score -2.518949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 108721 members 
Entering Unmasked Estep 
Score: -25189500.000000 Penalty: 5994.014648
	Iteration 195Q: 3 clusters Score -2.51895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68433 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -25189486.000000 Penalty: 5994.014648
	Iteration 196Q: 3 clusters Score -2.518949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -25189468.000000 Penalty: 5994.014648
	Iteration 197Q: 3 clusters Score -2.518947e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -25189478.000000 Penalty: 5994.014648
	Iteration 198Q: 3 clusters Score -2.518948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 108659 members 
Entering Unmasked Estep 
Score: -25189470.000000 Penalty: 5994.014648
	Iteration 199Q: 3 clusters Score -2.518947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 108642 members 
Entering Unmasked Estep 
Score: -25189470.000000 Penalty: 5994.014648
	Iteration 200F: 3 clusters Score -2.518947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 108630 members 
Entering Unmasked Estep 
Score: -25189464.000000 Penalty: 5994.014648
	Iteration 201Q: 3 clusters Score -2.518946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 108611 members 
Entering Unmasked Estep 
Score: -25189494.000000 Penalty: 5994.014648
	Iteration 202Q: 3 clusters Score -2.518949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 108594 members 
Entering Unmasked Estep 
Score: -25189456.000000 Penalty: 5994.014648
	Iteration 203Q: 3 clusters Score -2.518946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 108581 members 
Entering Unmasked Estep 
Score: -25189454.000000 Penalty: 5994.014648
	Iteration 204Q: 3 clusters Score -2.518945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 108566 members 
Entering Unmasked Estep 
Score: -25189488.000000 Penalty: 5994.014648
	Iteration 205Q: 3 clusters Score -2.518949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 108556 members 
Entering Unmasked Estep 
Score: -25189480.000000 Penalty: 5994.014648
	Iteration 206Q: 3 clusters Score -2.518948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 108548 members 
Entering Unmasked Estep 
Score: -25189492.000000 Penalty: 5994.014648
	Iteration 207Q: 3 clusters Score -2.518949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 108541 members 
Entering Unmasked Estep 
Score: -25189500.000000 Penalty: 5994.014648
	Iteration 208Q: 3 clusters Score -2.51895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 108528 members 
Entering Unmasked Estep 
Score: -25189512.000000 Penalty: 5994.014648
	Iteration 209Q: 3 clusters Score -2.518951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 108516 members 
Entering Unmasked Estep 
Score: -25189508.000000 Penalty: 5994.014648
	Iteration 210Q: 3 clusters Score -2.518951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -25189512.000000 Penalty: 5994.014648
	Iteration 211Q: 3 clusters Score -2.518951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -25189510.000000 Penalty: 5994.014648
	Iteration 212Q: 3 clusters Score -2.518951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -25189520.000000 Penalty: 5994.014648
	Iteration 213Q: 3 clusters Score -2.518952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -25189518.000000 Penalty: 5994.014648
	Iteration 214Q: 3 clusters Score -2.518952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 108506 members 
Entering Unmasked Estep 
Score: -25189516.000000 Penalty: 5994.014648
	Iteration 215Q: 3 clusters Score -2.518952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68643 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -25189514.000000 Penalty: 5994.014648
	Iteration 216Q: 3 clusters Score -2.518951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 108490 members 
Entering Unmasked Estep 
Score: -25189524.000000 Penalty: 5994.014648
	Iteration 217Q: 3 clusters Score -2.518952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 108484 members 
Entering Unmasked Estep 
Score: -25189496.000000 Penalty: 5994.014648
	Iteration 218Q: 3 clusters Score -2.51895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -25189492.000000 Penalty: 5994.014648
	Iteration 219Q: 3 clusters Score -2.518949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Mstep: Class 2 contains 108475 members 
Entering Unmasked Estep 
Score: -25189492.000000 Penalty: 5994.014648
	Iteration 220F: 3 clusters Score -2.518949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 108469 members 
Entering Unmasked Estep 
Score: -25189504.000000 Penalty: 5994.014648
	Iteration 221Q: 3 clusters Score -2.51895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -25189506.000000 Penalty: 5994.014648
	Iteration 222Q: 3 clusters Score -2.518951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 108457 members 
Entering Unmasked Estep 
Score: -25189496.000000 Penalty: 5994.014648
	Iteration 223Q: 3 clusters Score -2.51895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 108456 members 
Entering Unmasked Estep 
Score: -25189496.000000 Penalty: 5994.014648
	Iteration 224Q: 3 clusters Score -2.51895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 108458 members 
Entering Unmasked Estep 
Score: -25189490.000000 Penalty: 5994.014648
	Iteration 225Q: 3 clusters Score -2.518949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 108460 members 
Entering Unmasked Estep 
Score: -25189480.000000 Penalty: 5994.014648
	Iteration 226Q: 3 clusters Score -2.518948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 108460 members 
Entering Unmasked Estep 
Score: -25189504.000000 Penalty: 5994.014648
	Iteration 227Q: 3 clusters Score -2.51895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 108458 members 
Entering Unmasked Estep 
Score: -25189500.000000 Penalty: 5994.014648
	Iteration 228Q: 3 clusters Score -2.51895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 108450 members 
Entering Unmasked Estep 
Score: -25189498.000000 Penalty: 5994.014648
	Iteration 229Q: 3 clusters Score -2.51895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 108443 members 
Entering Unmasked Estep 
Score: -25189486.000000 Penalty: 5994.014648
	Iteration 230Q: 3 clusters Score -2.518949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 108436 members 
Entering Unmasked Estep 
Score: -25189490.000000 Penalty: 5994.014648
	Iteration 231Q: 3 clusters Score -2.518949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 108429 members 
Entering Unmasked Estep 
Score: -25189486.000000 Penalty: 5994.014648
	Iteration 232Q: 3 clusters Score -2.518949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -25189490.000000 Penalty: 5994.014648
	Iteration 233Q: 3 clusters Score -2.518949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 108421 members 
Entering Unmasked Estep 
Score: -25189492.000000 Penalty: 5994.014648
	Iteration 234Q: 3 clusters Score -2.518949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 108417 members 
Entering Unmasked Estep 
Score: -25189500.000000 Penalty: 5994.014648
	Iteration 235Q: 3 clusters Score -2.51895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 108411 members 
Entering Unmasked Estep 
Score: -25189486.000000 Penalty: 5994.014648
	Iteration 236Q: 3 clusters Score -2.518949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 108400 members 
Entering Unmasked Estep 
Score: -25189464.000000 Penalty: 5994.014648
	Iteration 237Q: 3 clusters Score -2.518946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 108392 members 
Entering Unmasked Estep 
Score: -25189474.000000 Penalty: 5994.014648
	Iteration 238Q: 3 clusters Score -2.518947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -25189496.000000 Penalty: 5994.014648
	Iteration 239Q: 3 clusters Score -2.51895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -25189484.000000 Penalty: 5994.014648
	Iteration 240F: 3 clusters Score -2.518948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 108379 members 
Entering Unmasked Estep 
Score: -25189474.000000 Penalty: 5994.014648
	Iteration 241Q: 3 clusters Score -2.518947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 108376 members 
Entering Unmasked Estep 
Score: -25189482.000000 Penalty: 5994.014648
	Iteration 242Q: 3 clusters Score -2.518948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 108372 members 
Entering Unmasked Estep 
Score: -25189486.000000 Penalty: 5994.014648
	Iteration 243Q: 3 clusters Score -2.518949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 108369 members 
Entering Unmasked Estep 
Score: -25189482.000000 Penalty: 5994.014648
	Iteration 244Q: 3 clusters Score -2.518948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 108367 members 
Entering Unmasked Estep 
Score: -25189468.000000 Penalty: 5994.014648
	Iteration 245Q: 3 clusters Score -2.518947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -25189462.000000 Penalty: 5994.014648
	Iteration 246Q: 3 clusters Score -2.518946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 108355 members 
Entering Unmasked Estep 
Score: -25189466.000000 Penalty: 5994.014648
	Iteration 247Q: 3 clusters Score -2.518947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 108353 members 
Entering Unmasked Estep 
Score: -25189452.000000 Penalty: 5994.014648
	Iteration 248Q: 3 clusters Score -2.518945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 108349 members 
Entering Unmasked Estep 
Score: -25189464.000000 Penalty: 5994.014648
	Iteration 249Q: 3 clusters Score -2.518946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 108345 members 
Entering Unmasked Estep 
Score: -25189456.000000 Penalty: 5994.014648
	Iteration 250Q: 3 clusters Score -2.518946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -25189456.000000 Penalty: 5994.014648
	Iteration 251Q: 3 clusters Score -2.518946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 108339 members 
Entering Unmasked Estep 
Score: -25189444.000000 Penalty: 5994.014648
	Iteration 252Q: 3 clusters Score -2.518944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 108335 members 
Entering Unmasked Estep 
Score: -25189444.000000 Penalty: 5994.014648
	Iteration 253Q: 3 clusters Score -2.518944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 108331 members 
Entering Unmasked Estep 
Score: -25189444.000000 Penalty: 5994.014648
	Iteration 254Q: 3 clusters Score -2.518944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 108326 members 
Entering Unmasked Estep 
Score: -25189432.000000 Penalty: 5994.014648
	Iteration 255Q: 3 clusters Score -2.518943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -25189426.000000 Penalty: 5994.014648
	Iteration 256Q: 3 clusters Score -2.518943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 108314 members 
Entering Unmasked Estep 
Score: -25189422.000000 Penalty: 5994.014648
	Iteration 257Q: 3 clusters Score -2.518942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68833 members 
Mstep: Class 2 contains 108309 members 
Entering Unmasked Estep 
Score: -25189418.000000 Penalty: 5994.014648
	Iteration 258Q: 3 clusters Score -2.518942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68835 members 
Mstep: Class 2 contains 108307 members 
Entering Unmasked Estep 
Score: -25189418.000000 Penalty: 5994.014648
	Iteration 259Q: 3 clusters Score -2.518942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68837 members 
Mstep: Class 2 contains 108305 members 
Entering Unmasked Estep 
Score: -25189414.000000 Penalty: 5994.014648
	Iteration 260F: 3 clusters Score -2.518941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68838 members 
Mstep: Class 2 contains 108304 members 
Entering Unmasked Estep 
Score: -25189418.000000 Penalty: 5994.014648
	Iteration 261Q: 3 clusters Score -2.518942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -25189414.000000 Penalty: 5994.014648
	Iteration 262Q: 3 clusters Score -2.518941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 108300 members 
Entering Unmasked Estep 
Score: -25189420.000000 Penalty: 5994.014648
	Iteration 263Q: 3 clusters Score -2.518942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 108298 members 
Entering Unmasked Estep 
Score: -25189424.000000 Penalty: 5994.014648
	Iteration 264Q: 3 clusters Score -2.518942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 108295 members 
Entering Unmasked Estep 
Score: -25189418.000000 Penalty: 5994.014648
	Iteration 265Q: 3 clusters Score -2.518942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 108294 members 
Entering Unmasked Estep 
Score: -25189420.000000 Penalty: 5994.014648
	Iteration 266Q: 3 clusters Score -2.518942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 108293 members 
Entering Unmasked Estep 
Score: -25189424.000000 Penalty: 5994.014648
	Iteration 267Q: 3 clusters Score -2.518942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 108292 members 
Entering Unmasked Estep 
Score: -25189422.000000 Penalty: 5994.014648
	Iteration 268Q: 3 clusters Score -2.518942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 108291 members 
Entering Unmasked Estep 
Score: -25189426.000000 Penalty: 5994.014648
	Iteration 269Q: 3 clusters Score -2.518943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 108290 members 
Entering Unmasked Estep 
Score: -25189436.000000 Penalty: 5994.014648
	Iteration 270Q: 3 clusters Score -2.518944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 108289 members 
Entering Unmasked Estep 
Score: -25189430.000000 Penalty: 5994.014648
	Iteration 271Q: 3 clusters Score -2.518943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 108288 members 
Entering Unmasked Estep 
Score: -25189426.000000 Penalty: 5994.014648
	Iteration 272Q: 3 clusters Score -2.518943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68855 members 
Mstep: Class 2 contains 108287 members 
Entering Unmasked Estep 
Score: -25189430.000000 Penalty: 5994.014648
	Iteration 273Q: 3 clusters Score -2.518943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 108285 members 
Entering Unmasked Estep 
Score: -25189432.000000 Penalty: 5994.014648
	Iteration 274Q: 3 clusters Score -2.518943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 108285 members 
Entering Unmasked Estep 
Score: -25189434.000000 Penalty: 5994.014648
	Iteration 275Q: 3 clusters Score -2.518943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 108281 members 
Entering Unmasked Estep 
Score: -25189448.000000 Penalty: 5994.014648
	Iteration 276Q: 3 clusters Score -2.518945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 108280 members 
Entering Unmasked Estep 
Score: -25189444.000000 Penalty: 5994.014648
	Iteration 277Q: 3 clusters Score -2.518944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 108276 members 
Entering Unmasked Estep 
Score: -25189452.000000 Penalty: 5994.014648
	Iteration 278Q: 3 clusters Score -2.518945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 108272 members 
Entering Unmasked Estep 
Score: -25189436.000000 Penalty: 5994.014648
	Iteration 279Q: 3 clusters Score -2.518944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -25189442.000000 Penalty: 5994.014648
	Iteration 280F: 3 clusters Score -2.518944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 108266 members 
Entering Unmasked Estep 
Score: -25189448.000000 Penalty: 5994.014648
	Iteration 281Q: 3 clusters Score -2.518945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 108266 members 
Entering Unmasked Estep 
Score: -25189448.000000 Penalty: 5994.014648
	Iteration 282F: 3 clusters Score -2.518945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (139051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139051 members 
Entering Unmasked Estep 
Score: -19731966.000000 Penalty: 2936.963867
	Iteration 0F: 2 clusters Score -1.973197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -19640580.000000 Penalty: 5873.927734
	Iteration 0F: 3 clusters Score -1.964058e+07 nChanged 66606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -19679796.000000 Penalty: 5873.927734
	Iteration 1F: 3 clusters Score -1.96798e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -19681190.000000 Penalty: 5873.927734
	Iteration 2Q: 3 clusters Score -1.968119e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -19683662.000000 Penalty: 5873.927734
	Iteration 3Q: 3 clusters Score -1.968366e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90683 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -19687906.000000 Penalty: 5873.927734
	Iteration 4F: 3 clusters Score -1.968791e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -19694960.000000 Penalty: 5873.927734
	Iteration 5F: 3 clusters Score -1.969496e+07 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112668 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -19705050.000000 Penalty: 5873.927734
	Iteration 6F: 3 clusters Score -1.970505e+07 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124193 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -19715684.000000 Penalty: 5873.927734
	Iteration 7F: 3 clusters Score -1.971568e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132311 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -19723442.000000 Penalty: 5873.927734
	Iteration 8F: 3 clusters Score -1.972344e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136471 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -19727208.000000 Penalty: 5873.927734
	Iteration 9Q: 3 clusters Score -1.972721e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137946 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -19728492.000000 Penalty: 5873.927734
	Iteration 10Q: 3 clusters Score -1.972849e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138382 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -19729040.000000 Penalty: 5873.927734
	Iteration 11Q: 3 clusters Score -1.972904e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138511 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -19729230.000000 Penalty: 5873.927734
	Iteration 12Q: 3 clusters Score -1.972923e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138552 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -19729330.000000 Penalty: 5873.927734
	Iteration 13Q: 3 clusters Score -1.972933e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138563 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -19729378.000000 Penalty: 5873.927734
	Iteration 14Q: 3 clusters Score -1.972938e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138569 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -19729422.000000 Penalty: 5873.927734
	Iteration 15Q: 3 clusters Score -1.972942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -19729458.000000 Penalty: 5873.927734
	Iteration 16Q: 3 clusters Score -1.972946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138577 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -19729470.000000 Penalty: 5873.927734
	Iteration 17Q: 3 clusters Score -1.972947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138587 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -19729466.000000 Penalty: 5873.927734
	Iteration 18Q: 3 clusters Score -1.972947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138590 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19729506.000000 Penalty: 5873.927734
	Iteration 19Q: 3 clusters Score -1.972951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138594 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -19729516.000000 Penalty: 5873.927734
	Iteration 20F: 3 clusters Score -1.972952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138596 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -19729522.000000 Penalty: 5873.927734
	Iteration 21Q: 3 clusters Score -1.972952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138596 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -19729518.000000 Penalty: 5873.927734
	Iteration 22Q: 3 clusters Score -1.972952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138599 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -19729538.000000 Penalty: 5873.927734
	Iteration 23Q: 3 clusters Score -1.972954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138602 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -19729544.000000 Penalty: 5873.927734
	Iteration 24Q: 3 clusters Score -1.972954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138600 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -19729544.000000 Penalty: 5873.927734
	Iteration 25Q: 3 clusters Score -1.972954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138599 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -19729536.000000 Penalty: 5873.927734
	Iteration 26Q: 3 clusters Score -1.972954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138602 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -19729546.000000 Penalty: 5873.927734
	Iteration 27Q: 3 clusters Score -1.972955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138605 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -19729554.000000 Penalty: 5873.927734
	Iteration 28Q: 3 clusters Score -1.972955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138608 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19729574.000000 Penalty: 5873.927734
	Iteration 29Q: 3 clusters Score -1.972957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138607 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -19729580.000000 Penalty: 5873.927734
	Iteration 30Q: 3 clusters Score -1.972958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138606 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19729580.000000 Penalty: 5873.927734
	Iteration 31Q: 3 clusters Score -1.972958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138607 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -19729584.000000 Penalty: 5873.927734
	Iteration 32Q: 3 clusters Score -1.972958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138608 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19729584.000000 Penalty: 5873.927734
	Iteration 33Q: 3 clusters Score -1.972958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138607 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -19729590.000000 Penalty: 5873.927734
	Iteration 34Q: 3 clusters Score -1.972959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138609 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -19729586.000000 Penalty: 5873.927734
	Iteration 35Q: 3 clusters Score -1.972959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138610 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -19729600.000000 Penalty: 5873.927734
	Iteration 36Q: 3 clusters Score -1.97296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138609 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -19729598.000000 Penalty: 5873.927734
	Iteration 37Q: 3 clusters Score -1.97296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138608 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19729598.000000 Penalty: 5873.927734
	Iteration 38Q: 3 clusters Score -1.97296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138607 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -19729604.000000 Penalty: 5873.927734
	Iteration 39Q: 3 clusters Score -1.97296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138606 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19729606.000000 Penalty: 5873.927734
	Iteration 40F: 3 clusters Score -1.972961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Entering Unmasked Estep 
Score: -1771849.375000 Penalty: 2336.951416
	Iteration 0F: 2 clusters Score -1771849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1762719.625000 Penalty: 4673.902832
	Iteration 0F: 3 clusters Score -1762720 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1765466.125000 Penalty: 4673.902832
	Iteration 1F: 3 clusters Score -1765466 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1765761.500000 Penalty: 4673.902832
	Iteration 2F: 3 clusters Score -1765762 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1765979.000000 Penalty: 4673.902832
	Iteration 3Q: 3 clusters Score -1765979 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1766135.250000 Penalty: 4673.902832
	Iteration 4Q: 3 clusters Score -1766135 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1766283.625000 Penalty: 4673.902832
	Iteration 5Q: 3 clusters Score -1766284 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1766457.625000 Penalty: 4673.902832
	Iteration 6Q: 3 clusters Score -1766458 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1766671.750000 Penalty: 4673.902832
	Iteration 7Q: 3 clusters Score -1766672 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1766922.000000 Penalty: 4673.902832
	Iteration 8Q: 3 clusters Score -1766922 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1767233.000000 Penalty: 4673.902832
	Iteration 9Q: 3 clusters Score -1767233 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1767601.500000 Penalty: 4673.902832
	Iteration 10Q: 3 clusters Score -1767602 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1768030.125000 Penalty: 4673.902832
	Iteration 11Q: 3 clusters Score -1768030 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1768474.750000 Penalty: 4673.902832
	Iteration 12Q: 3 clusters Score -1768475 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1768847.375000 Penalty: 4673.902832
	Iteration 13Q: 3 clusters Score -1768847 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1769110.000000 Penalty: 4673.902832
	Iteration 14Q: 3 clusters Score -1769110 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1769260.125000 Penalty: 4673.902832
	Iteration 15Q: 3 clusters Score -1769260 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1769339.375000 Penalty: 4673.902832
	Iteration 16Q: 3 clusters Score -1769339 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1769384.250000 Penalty: 4673.902832
	Iteration 17Q: 3 clusters Score -1769384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1769410.750000 Penalty: 4673.902832
	Iteration 18Q: 3 clusters Score -1769411 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1769435.750000 Penalty: 4673.902832
	Iteration 19Q: 3 clusters Score -1769436 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1769459.250000 Penalty: 4673.902832
	Iteration 20F: 3 clusters Score -1769459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1769477.625000 Penalty: 4673.902832
	Iteration 21Q: 3 clusters Score -1769478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1769485.625000 Penalty: 4673.902832
	Iteration 22Q: 3 clusters Score -1769486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1769502.500000 Penalty: 4673.902832
	Iteration 23Q: 3 clusters Score -1769502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1769514.375000 Penalty: 4673.902832
	Iteration 24Q: 3 clusters Score -1769514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1769528.125000 Penalty: 4673.902832
	Iteration 25Q: 3 clusters Score -1769528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1769544.500000 Penalty: 4673.902832
	Iteration 26Q: 3 clusters Score -1769544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1769560.000000 Penalty: 4673.902832
	Iteration 27Q: 3 clusters Score -1769560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1769565.750000 Penalty: 4673.902832
	Iteration 28Q: 3 clusters Score -1769566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1769575.875000 Penalty: 4673.902832
	Iteration 29Q: 3 clusters Score -1769576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1769579.875000 Penalty: 4673.902832
	Iteration 30Q: 3 clusters Score -1769580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1769581.500000 Penalty: 4673.902832
	Iteration 31Q: 3 clusters Score -1769582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1769586.875000 Penalty: 4673.902832
	Iteration 32Q: 3 clusters Score -1769587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1769589.875000 Penalty: 4673.902832
	Iteration 33Q: 3 clusters Score -1769590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1769593.250000 Penalty: 4673.902832
	Iteration 34Q: 3 clusters Score -1769593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1769591.375000 Penalty: 4673.902832
	Iteration 35Q: 3 clusters Score -1769591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1769600.000000 Penalty: 4673.902832
	Iteration 36Q: 3 clusters Score -1769600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1769608.375000 Penalty: 4673.902832
	Iteration 37Q: 3 clusters Score -1769608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1769611.375000 Penalty: 4673.902832
	Iteration 38Q: 3 clusters Score -1769611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1769618.500000 Penalty: 4673.902832
	Iteration 39Q: 3 clusters Score -1769618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1769623.250000 Penalty: 4673.902832
	Iteration 40F: 3 clusters Score -1769623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1769629.625000 Penalty: 4673.902832
	Iteration 41Q: 3 clusters Score -1769630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1769636.750000 Penalty: 4673.902832
	Iteration 42Q: 3 clusters Score -1769637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1769642.375000 Penalty: 4673.902832
	Iteration 43Q: 3 clusters Score -1769642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1769653.750000 Penalty: 4673.902832
	Iteration 44Q: 3 clusters Score -1769654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1769657.875000 Penalty: 4673.902832
	Iteration 45Q: 3 clusters Score -1769658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1769671.625000 Penalty: 4673.902832
	Iteration 46Q: 3 clusters Score -1769672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1769679.375000 Penalty: 4673.902832
	Iteration 47Q: 3 clusters Score -1769679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1769681.500000 Penalty: 4673.902832
	Iteration 48Q: 3 clusters Score -1769682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1769686.375000 Penalty: 4673.902832
	Iteration 49Q: 3 clusters Score -1769686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1769686.625000 Penalty: 4673.902832
	Iteration 50Q: 3 clusters Score -1769687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1769687.875000 Penalty: 4673.902832
	Iteration 51Q: 3 clusters Score -1769688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1769688.500000 Penalty: 4673.902832
	Iteration 52Q: 3 clusters Score -1769688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1769693.625000 Penalty: 4673.902832
	Iteration 53Q: 3 clusters Score -1769694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1769695.625000 Penalty: 4673.902832
	Iteration 54Q: 3 clusters Score -1769696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1769702.500000 Penalty: 4673.902832
	Iteration 55Q: 3 clusters Score -1769702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1769703.625000 Penalty: 4673.902832
	Iteration 56Q: 3 clusters Score -1769704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1769709.000000 Penalty: 4673.902832
	Iteration 57Q: 3 clusters Score -1769709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1769715.875000 Penalty: 4673.902832
	Iteration 58Q: 3 clusters Score -1769716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1769720.875000 Penalty: 4673.902832
	Iteration 59Q: 3 clusters Score -1769721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1769724.000000 Penalty: 4673.902832
	Iteration 60F: 3 clusters Score -1769724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1769724.875000 Penalty: 4673.902832
	Iteration 61Q: 3 clusters Score -1769725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1769731.125000 Penalty: 4673.902832
	Iteration 62Q: 3 clusters Score -1769731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1769734.125000 Penalty: 4673.902832
	Iteration 63Q: 3 clusters Score -1769734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1769738.375000 Penalty: 4673.902832
	Iteration 64Q: 3 clusters Score -1769738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1769741.750000 Penalty: 4673.902832
	Iteration 65Q: 3 clusters Score -1769742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1769742.625000 Penalty: 4673.902832
	Iteration 66Q: 3 clusters Score -1769743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1769739.500000 Penalty: 4673.902832
	Iteration 67Q: 3 clusters Score -1769740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1769741.625000 Penalty: 4673.902832
	Iteration 68Q: 3 clusters Score -1769742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1769743.875000 Penalty: 4673.902832
	Iteration 69Q: 3 clusters Score -1769744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1769742.000000 Penalty: 4673.902832
	Iteration 70Q: 3 clusters Score -1769742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1769742.000000 Penalty: 4673.902832
	Iteration 71F: 3 clusters Score -1769742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -52721.203125 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -52721.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51321.523438 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -51321.52 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51505.460938 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -51505.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51608.457031 Penalty: 2992.410889
	Iteration 2Q: 3 clusters Score -51608.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51654.257812 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -51654.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51698.906250 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -51698.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51720.550781 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -51720.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51729.175781 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -51729.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51735.367188 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -51735.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51735.367188 Penalty: 2992.410889
	Iteration 8F: 3 clusters Score -51735.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Entering Unmasked Estep 
Score: -266741.343750 Penalty: 1874.123779
	Iteration 0F: 2 clusters Score -266741.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -264188.781250 Penalty: 3748.247559
	Iteration 0F: 3 clusters Score -264188.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -264635.531250 Penalty: 3748.247559
	Iteration 1F: 3 clusters Score -264635.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -264844.343750 Penalty: 3748.247559
	Iteration 2F: 3 clusters Score -264844.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -264994.718750 Penalty: 3748.247559
	Iteration 3F: 3 clusters Score -264994.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -265095.906250 Penalty: 3748.247559
	Iteration 4Q: 3 clusters Score -265095.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -265178.843750 Penalty: 3748.247559
	Iteration 5Q: 3 clusters Score -265178.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -265229.593750 Penalty: 3748.247559
	Iteration 6Q: 3 clusters Score -265229.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -265264.437500 Penalty: 3748.247559
	Iteration 7Q: 3 clusters Score -265264.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -265291.750000 Penalty: 3748.247559
	Iteration 8Q: 3 clusters Score -265291.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -265311.500000 Penalty: 3748.247559
	Iteration 9Q: 3 clusters Score -265311.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -265332.625000 Penalty: 3748.247559
	Iteration 10Q: 3 clusters Score -265332.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -265345.781250 Penalty: 3748.247559
	Iteration 11Q: 3 clusters Score -265345.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -265354.687500 Penalty: 3748.247559
	Iteration 12Q: 3 clusters Score -265354.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -265365.656250 Penalty: 3748.247559
	Iteration 13Q: 3 clusters Score -265365.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -265378.375000 Penalty: 3748.247559
	Iteration 14Q: 3 clusters Score -265378.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -265393.406250 Penalty: 3748.247559
	Iteration 15Q: 3 clusters Score -265393.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -265401.843750 Penalty: 3748.247559
	Iteration 16Q: 3 clusters Score -265401.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -265413.625000 Penalty: 3748.247559
	Iteration 17Q: 3 clusters Score -265413.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -265429.468750 Penalty: 3748.247559
	Iteration 18Q: 3 clusters Score -265429.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -265447.031250 Penalty: 3748.247559
	Iteration 19Q: 3 clusters Score -265447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -265457.718750 Penalty: 3748.247559
	Iteration 20F: 3 clusters Score -265457.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -265470.718750 Penalty: 3748.247559
	Iteration 21Q: 3 clusters Score -265470.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -265487.718750 Penalty: 3748.247559
	Iteration 22Q: 3 clusters Score -265487.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -265504.250000 Penalty: 3748.247559
	Iteration 23Q: 3 clusters Score -265504.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -265518.000000 Penalty: 3748.247559
	Iteration 24Q: 3 clusters Score -265518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -265529.312500 Penalty: 3748.247559
	Iteration 25Q: 3 clusters Score -265529.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -265534.093750 Penalty: 3748.247559
	Iteration 26Q: 3 clusters Score -265534.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -265539.343750 Penalty: 3748.247559
	Iteration 27Q: 3 clusters Score -265539.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -265545.625000 Penalty: 3748.247559
	Iteration 28Q: 3 clusters Score -265545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -265547.687500 Penalty: 3748.247559
	Iteration 29Q: 3 clusters Score -265547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -265549.781250 Penalty: 3748.247559
	Iteration 30Q: 3 clusters Score -265549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -265550.500000 Penalty: 3748.247559
	Iteration 31Q: 3 clusters Score -265550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -265551.687500 Penalty: 3748.247559
	Iteration 32Q: 3 clusters Score -265551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -265554.031250 Penalty: 3748.247559
	Iteration 33Q: 3 clusters Score -265554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -265562.218750 Penalty: 3748.247559
	Iteration 34Q: 3 clusters Score -265562.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -265571.187500 Penalty: 3748.247559
	Iteration 35Q: 3 clusters Score -265571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -265581.437500 Penalty: 3748.247559
	Iteration 36Q: 3 clusters Score -265581.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -265594.406250 Penalty: 3748.247559
	Iteration 37Q: 3 clusters Score -265594.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -265605.656250 Penalty: 3748.247559
	Iteration 38Q: 3 clusters Score -265605.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -265615.906250 Penalty: 3748.247559
	Iteration 39Q: 3 clusters Score -265615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -265618.500000 Penalty: 3748.247559
	Iteration 40F: 3 clusters Score -265618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -265623.218750 Penalty: 3748.247559
	Iteration 41Q: 3 clusters Score -265623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -265632.531250 Penalty: 3748.247559
	Iteration 42Q: 3 clusters Score -265632.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -265640.656250 Penalty: 3748.247559
	Iteration 43Q: 3 clusters Score -265640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -265643.312500 Penalty: 3748.247559
	Iteration 44Q: 3 clusters Score -265643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -265649.281250 Penalty: 3748.247559
	Iteration 45Q: 3 clusters Score -265649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -265650.968750 Penalty: 3748.247559
	Iteration 46Q: 3 clusters Score -265651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -265653.375000 Penalty: 3748.247559
	Iteration 47Q: 3 clusters Score -265653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -265655.093750 Penalty: 3748.247559
	Iteration 48Q: 3 clusters Score -265655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -265656.406250 Penalty: 3748.247559
	Iteration 49Q: 3 clusters Score -265656.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -265656.406250 Penalty: 3748.247559
	Iteration 50F: 3 clusters Score -265656.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -18360.806641 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -18360.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17297.431641 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -17297.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17343.623047 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -17343.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17366.298828 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -17366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17366.298828 Penalty: 2544.429688
	Iteration 3F: 3 clusters Score -17366.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (167508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167508 members 
Entering Unmasked Estep 
Score: -23457454.000000 Penalty: 2983.139160
	Iteration 0F: 2 clusters Score -2.345745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -23354296.000000 Penalty: 5966.278320
	Iteration 0F: 3 clusters Score -2.33543e+07 nChanged 80512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -23401166.000000 Penalty: 5966.278320
	Iteration 1F: 3 clusters Score -2.340117e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 91896 members 
Entering Unmasked Estep 
Score: -23402404.000000 Penalty: 5966.278320
	Iteration 2Q: 3 clusters Score -2.34024e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 96637 members 
Entering Unmasked Estep 
Score: -23404280.000000 Penalty: 5966.278320
	Iteration 3Q: 3 clusters Score -2.340428e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -23407392.000000 Penalty: 5966.278320
	Iteration 4Q: 3 clusters Score -2.340739e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 113744 members 
Entering Unmasked Estep 
Score: -23413274.000000 Penalty: 5966.278320
	Iteration 5F: 3 clusters Score -2.341327e+07 nChanged 13369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 127035 members 
Entering Unmasked Estep 
Score: -23423056.000000 Penalty: 5966.278320
	Iteration 6F: 3 clusters Score -2.342306e+07 nChanged 15029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 142060 members 
Entering Unmasked Estep 
Score: -23436566.000000 Penalty: 5966.278320
	Iteration 7F: 3 clusters Score -2.343657e+07 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 155081 members 
Entering Unmasked Estep 
Score: -23447168.000000 Penalty: 5966.278320
	Iteration 8F: 3 clusters Score -2.344717e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 162802 members 
Entering Unmasked Estep 
Score: -23451906.000000 Penalty: 5966.278320
	Iteration 9Q: 3 clusters Score -2.345191e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 165990 members 
Entering Unmasked Estep 
Score: -23453970.000000 Penalty: 5966.278320
	Iteration 10Q: 3 clusters Score -2.345397e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 166916 members 
Entering Unmasked Estep 
Score: -23454642.000000 Penalty: 5966.278320
	Iteration 11Q: 3 clusters Score -2.345464e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 167148 members 
Entering Unmasked Estep 
Score: -23454856.000000 Penalty: 5966.278320
	Iteration 12Q: 3 clusters Score -2.345486e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 167209 members 
Entering Unmasked Estep 
Score: -23454896.000000 Penalty: 5966.278320
	Iteration 13Q: 3 clusters Score -2.34549e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 167236 members 
Entering Unmasked Estep 
Score: -23454934.000000 Penalty: 5966.278320
	Iteration 14Q: 3 clusters Score -2.345493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 167254 members 
Entering Unmasked Estep 
Score: -23454960.000000 Penalty: 5966.278320
	Iteration 15Q: 3 clusters Score -2.345496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 167263 members 
Entering Unmasked Estep 
Score: -23454990.000000 Penalty: 5966.278320
	Iteration 16Q: 3 clusters Score -2.345499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 167267 members 
Entering Unmasked Estep 
Score: -23454998.000000 Penalty: 5966.278320
	Iteration 17Q: 3 clusters Score -2.3455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 167272 members 
Entering Unmasked Estep 
Score: -23455020.000000 Penalty: 5966.278320
	Iteration 18Q: 3 clusters Score -2.345502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 167273 members 
Entering Unmasked Estep 
Score: -23455022.000000 Penalty: 5966.278320
	Iteration 19Q: 3 clusters Score -2.345502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 167276 members 
Entering Unmasked Estep 
Score: -23455020.000000 Penalty: 5966.278320
	Iteration 20F: 3 clusters Score -2.345502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 167277 members 
Entering Unmasked Estep 
Score: -23455020.000000 Penalty: 5966.278320
	Iteration 21Q: 3 clusters Score -2.345502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167278 members 
Entering Unmasked Estep 
Score: -23455030.000000 Penalty: 5966.278320
	Iteration 22Q: 3 clusters Score -2.345503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 167279 members 
Entering Unmasked Estep 
Score: -23455026.000000 Penalty: 5966.278320
	Iteration 23Q: 3 clusters Score -2.345503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167278 members 
Entering Unmasked Estep 
Score: -23455034.000000 Penalty: 5966.278320
	Iteration 24Q: 3 clusters Score -2.345503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 167277 members 
Entering Unmasked Estep 
Score: -23455038.000000 Penalty: 5966.278320
	Iteration 25Q: 3 clusters Score -2.345504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167278 members 
Entering Unmasked Estep 
Score: -23455028.000000 Penalty: 5966.278320
	Iteration 26Q: 3 clusters Score -2.345503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167278 members 
Entering Unmasked Estep 
Score: -23455028.000000 Penalty: 5966.278320
	Iteration 27F: 3 clusters Score -2.345503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Entering Unmasked Estep 
Score: -946044.187500 Penalty: 2184.734863
	Iteration 0F: 2 clusters Score -946044.2 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 3366 members 
Entering Unmasked Estep 
Score: -940381.187500 Penalty: 4369.469727
	Iteration 0F: 3 clusters Score -940381.2 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -941835.250000 Penalty: 4369.469727
	Iteration 1F: 3 clusters Score -941835.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -942056.500000 Penalty: 4369.469727
	Iteration 2F: 3 clusters Score -942056.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -942211.437500 Penalty: 4369.469727
	Iteration 3F: 3 clusters Score -942211.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -942324.625000 Penalty: 4369.469727
	Iteration 4Q: 3 clusters Score -942324.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -942414.000000 Penalty: 4369.469727
	Iteration 5Q: 3 clusters Score -942414 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -942483.125000 Penalty: 4369.469727
	Iteration 6Q: 3 clusters Score -942483.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -942548.187500 Penalty: 4369.469727
	Iteration 7Q: 3 clusters Score -942548.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -942596.437500 Penalty: 4369.469727
	Iteration 8Q: 3 clusters Score -942596.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -942648.312500 Penalty: 4369.469727
	Iteration 9Q: 3 clusters Score -942648.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -942686.937500 Penalty: 4369.469727
	Iteration 10Q: 3 clusters Score -942686.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -942728.500000 Penalty: 4369.469727
	Iteration 11Q: 3 clusters Score -942728.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -942762.187500 Penalty: 4369.469727
	Iteration 12Q: 3 clusters Score -942762.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -942793.062500 Penalty: 4369.469727
	Iteration 13Q: 3 clusters Score -942793.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -942821.062500 Penalty: 4369.469727
	Iteration 14Q: 3 clusters Score -942821.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -942855.500000 Penalty: 4369.469727
	Iteration 15Q: 3 clusters Score -942855.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -942888.937500 Penalty: 4369.469727
	Iteration 16Q: 3 clusters Score -942888.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -942925.500000 Penalty: 4369.469727
	Iteration 17Q: 3 clusters Score -942925.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -942958.375000 Penalty: 4369.469727
	Iteration 18Q: 3 clusters Score -942958.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -942990.500000 Penalty: 4369.469727
	Iteration 19Q: 3 clusters Score -942990.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -943025.062500 Penalty: 4369.469727
	Iteration 20F: 3 clusters Score -943025.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -943069.062500 Penalty: 4369.469727
	Iteration 21Q: 3 clusters Score -943069.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -943121.437500 Penalty: 4369.469727
	Iteration 22Q: 3 clusters Score -943121.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -943182.625000 Penalty: 4369.469727
	Iteration 23Q: 3 clusters Score -943182.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -943244.875000 Penalty: 4369.469727
	Iteration 24Q: 3 clusters Score -943244.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -943313.937500 Penalty: 4369.469727
	Iteration 25Q: 3 clusters Score -943313.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -943377.875000 Penalty: 4369.469727
	Iteration 26Q: 3 clusters Score -943377.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -943437.500000 Penalty: 4369.469727
	Iteration 27Q: 3 clusters Score -943437.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -943505.625000 Penalty: 4369.469727
	Iteration 28Q: 3 clusters Score -943505.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -943583.125000 Penalty: 4369.469727
	Iteration 29Q: 3 clusters Score -943583.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -943658.562500 Penalty: 4369.469727
	Iteration 30Q: 3 clusters Score -943658.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -943718.375000 Penalty: 4369.469727
	Iteration 31Q: 3 clusters Score -943718.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -943784.750000 Penalty: 4369.469727
	Iteration 32Q: 3 clusters Score -943784.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -943847.687500 Penalty: 4369.469727
	Iteration 33Q: 3 clusters Score -943847.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -943899.375000 Penalty: 4369.469727
	Iteration 34Q: 3 clusters Score -943899.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -943932.062500 Penalty: 4369.469727
	Iteration 35Q: 3 clusters Score -943932.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -943958.250000 Penalty: 4369.469727
	Iteration 36Q: 3 clusters Score -943958.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -943983.187500 Penalty: 4369.469727
	Iteration 37Q: 3 clusters Score -943983.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -944004.937500 Penalty: 4369.469727
	Iteration 38Q: 3 clusters Score -944004.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -944033.625000 Penalty: 4369.469727
	Iteration 39Q: 3 clusters Score -944033.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -944059.375000 Penalty: 4369.469727
	Iteration 40F: 3 clusters Score -944059.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -944084.437500 Penalty: 4369.469727
	Iteration 41Q: 3 clusters Score -944084.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -944112.250000 Penalty: 4369.469727
	Iteration 42Q: 3 clusters Score -944112.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -944135.375000 Penalty: 4369.469727
	Iteration 43Q: 3 clusters Score -944135.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -944157.875000 Penalty: 4369.469727
	Iteration 44Q: 3 clusters Score -944157.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -944171.500000 Penalty: 4369.469727
	Iteration 45Q: 3 clusters Score -944171.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -944177.875000 Penalty: 4369.469727
	Iteration 46Q: 3 clusters Score -944177.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -944183.187500 Penalty: 4369.469727
	Iteration 47Q: 3 clusters Score -944183.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -944187.000000 Penalty: 4369.469727
	Iteration 48Q: 3 clusters Score -944187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -944197.562500 Penalty: 4369.469727
	Iteration 49Q: 3 clusters Score -944197.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -944201.562500 Penalty: 4369.469727
	Iteration 50Q: 3 clusters Score -944201.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -944202.750000 Penalty: 4369.469727
	Iteration 51Q: 3 clusters Score -944202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -944210.625000 Penalty: 4369.469727
	Iteration 52Q: 3 clusters Score -944210.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -944211.812500 Penalty: 4369.469727
	Iteration 53Q: 3 clusters Score -944211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -944214.125000 Penalty: 4369.469727
	Iteration 54Q: 3 clusters Score -944214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -944217.875000 Penalty: 4369.469727
	Iteration 55Q: 3 clusters Score -944217.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -944222.125000 Penalty: 4369.469727
	Iteration 56Q: 3 clusters Score -944222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -944221.750000 Penalty: 4369.469727
	Iteration 57Q: 3 clusters Score -944221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -944223.125000 Penalty: 4369.469727
	Iteration 58Q: 3 clusters Score -944223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -944224.375000 Penalty: 4369.469727
	Iteration 59Q: 3 clusters Score -944224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -944226.500000 Penalty: 4369.469727
	Iteration 60F: 3 clusters Score -944226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -944228.437500 Penalty: 4369.469727
	Iteration 61Q: 3 clusters Score -944228.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -944228.437500 Penalty: 4369.469727
	Iteration 62F: 3 clusters Score -944228.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Entering Unmasked Estep 
Score: -5332185.000000 Penalty: 2611.264404
	Iteration 0F: 2 clusters Score -5332185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -5306866.000000 Penalty: 5222.528809
	Iteration 0F: 3 clusters Score -5306866 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -5315952.000000 Penalty: 5222.528809
	Iteration 1F: 3 clusters Score -5315952 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -5316530.500000 Penalty: 5222.528809
	Iteration 2Q: 3 clusters Score -5316530 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -5317031.500000 Penalty: 5222.528809
	Iteration 3Q: 3 clusters Score -5317032 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -5317589.500000 Penalty: 5222.528809
	Iteration 4Q: 3 clusters Score -5317590 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -5318464.000000 Penalty: 5222.528809
	Iteration 5Q: 3 clusters Score -5318464 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -5319723.000000 Penalty: 5222.528809
	Iteration 6F: 3 clusters Score -5319723 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -5321554.000000 Penalty: 5222.528809
	Iteration 7F: 3 clusters Score -5321554 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -5323846.000000 Penalty: 5222.528809
	Iteration 8F: 3 clusters Score -5323846 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -5326094.500000 Penalty: 5222.528809
	Iteration 9F: 3 clusters Score -5326094 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -5327742.000000 Penalty: 5222.528809
	Iteration 10Q: 3 clusters Score -5327742 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -5328625.000000 Penalty: 5222.528809
	Iteration 11Q: 3 clusters Score -5328625 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -5329082.500000 Penalty: 5222.528809
	Iteration 12Q: 3 clusters Score -5329082 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -5329366.000000 Penalty: 5222.528809
	Iteration 13Q: 3 clusters Score -5329366 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5329524.000000 Penalty: 5222.528809
	Iteration 14Q: 3 clusters Score -5329524 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5329653.000000 Penalty: 5222.528809
	Iteration 15Q: 3 clusters Score -5329653 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5329750.000000 Penalty: 5222.528809
	Iteration 16Q: 3 clusters Score -5329750 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5329815.500000 Penalty: 5222.528809
	Iteration 17Q: 3 clusters Score -5329816 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5329869.000000 Penalty: 5222.528809
	Iteration 18Q: 3 clusters Score -5329869 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5329912.500000 Penalty: 5222.528809
	Iteration 19Q: 3 clusters Score -5329912 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5329943.000000 Penalty: 5222.528809
	Iteration 20F: 3 clusters Score -5329943 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5329964.500000 Penalty: 5222.528809
	Iteration 21Q: 3 clusters Score -5329964 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5329998.500000 Penalty: 5222.528809
	Iteration 22Q: 3 clusters Score -5329998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5330024.500000 Penalty: 5222.528809
	Iteration 23Q: 3 clusters Score -5330024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5330039.000000 Penalty: 5222.528809
	Iteration 24Q: 3 clusters Score -5330039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5330061.000000 Penalty: 5222.528809
	Iteration 25Q: 3 clusters Score -5330061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5330062.500000 Penalty: 5222.528809
	Iteration 26Q: 3 clusters Score -5330062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5330070.000000 Penalty: 5222.528809
	Iteration 27Q: 3 clusters Score -5330070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5330074.500000 Penalty: 5222.528809
	Iteration 28Q: 3 clusters Score -5330074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5330081.500000 Penalty: 5222.528809
	Iteration 29Q: 3 clusters Score -5330082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5330082.000000 Penalty: 5222.528809
	Iteration 30Q: 3 clusters Score -5330082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5330081.500000 Penalty: 5222.528809
	Iteration 31Q: 3 clusters Score -5330082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5330081.500000 Penalty: 5222.528809
	Iteration 32Q: 3 clusters Score -5330082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5330082.000000 Penalty: 5222.528809
	Iteration 33Q: 3 clusters Score -5330082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5330084.500000 Penalty: 5222.528809
	Iteration 34Q: 3 clusters Score -5330084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5330089.000000 Penalty: 5222.528809
	Iteration 35Q: 3 clusters Score -5330089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5330091.000000 Penalty: 5222.528809
	Iteration 36Q: 3 clusters Score -5330091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5330093.000000 Penalty: 5222.528809
	Iteration 37Q: 3 clusters Score -5330093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5330092.000000 Penalty: 5222.528809
	Iteration 38Q: 3 clusters Score -5330092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5330093.000000 Penalty: 5222.528809
	Iteration 39Q: 3 clusters Score -5330093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5330089.500000 Penalty: 5222.528809
	Iteration 40F: 3 clusters Score -5330090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5330094.000000 Penalty: 5222.528809
	Iteration 41Q: 3 clusters Score -5330094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5330098.000000 Penalty: 5222.528809
	Iteration 42Q: 3 clusters Score -5330098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5330103.500000 Penalty: 5222.528809
	Iteration 43Q: 3 clusters Score -5330104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5330103.000000 Penalty: 5222.528809
	Iteration 44Q: 3 clusters Score -5330103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5330110.500000 Penalty: 5222.528809
	Iteration 45Q: 3 clusters Score -5330110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5330106.000000 Penalty: 5222.528809
	Iteration 46Q: 3 clusters Score -5330106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5330116.000000 Penalty: 5222.528809
	Iteration 47Q: 3 clusters Score -5330116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5330116.500000 Penalty: 5222.528809
	Iteration 48Q: 3 clusters Score -5330116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5330119.000000 Penalty: 5222.528809
	Iteration 49Q: 3 clusters Score -5330119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5330122.500000 Penalty: 5222.528809
	Iteration 50Q: 3 clusters Score -5330122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5330119.000000 Penalty: 5222.528809
	Iteration 51Q: 3 clusters Score -5330119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5330120.000000 Penalty: 5222.528809
	Iteration 52Q: 3 clusters Score -5330120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5330115.000000 Penalty: 5222.528809
	Iteration 53Q: 3 clusters Score -5330115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5330119.000000 Penalty: 5222.528809
	Iteration 54Q: 3 clusters Score -5330119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5330116.000000 Penalty: 5222.528809
	Iteration 55Q: 3 clusters Score -5330116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5330117.500000 Penalty: 5222.528809
	Iteration 56Q: 3 clusters Score -5330118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5330120.500000 Penalty: 5222.528809
	Iteration 57Q: 3 clusters Score -5330120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5330128.500000 Penalty: 5222.528809
	Iteration 58Q: 3 clusters Score -5330128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5330127.500000 Penalty: 5222.528809
	Iteration 59Q: 3 clusters Score -5330128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5330127.000000 Penalty: 5222.528809
	Iteration 60F: 3 clusters Score -5330127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5330126.500000 Penalty: 5222.528809
	Iteration 61Q: 3 clusters Score -5330126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5330129.000000 Penalty: 5222.528809
	Iteration 62Q: 3 clusters Score -5330129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5330126.000000 Penalty: 5222.528809
	Iteration 63Q: 3 clusters Score -5330126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5330126.000000 Penalty: 5222.528809
	Iteration 64Q: 3 clusters Score -5330126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5330121.000000 Penalty: 5222.528809
	Iteration 65Q: 3 clusters Score -5330121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5330122.000000 Penalty: 5222.528809
	Iteration 66Q: 3 clusters Score -5330122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5330120.500000 Penalty: 5222.528809
	Iteration 67Q: 3 clusters Score -5330120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5330124.000000 Penalty: 5222.528809
	Iteration 68Q: 3 clusters Score -5330124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5330122.000000 Penalty: 5222.528809
	Iteration 69Q: 3 clusters Score -5330122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5330127.000000 Penalty: 5222.528809
	Iteration 70Q: 3 clusters Score -5330127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5330129.500000 Penalty: 5222.528809
	Iteration 71Q: 3 clusters Score -5330130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5330130.500000 Penalty: 5222.528809
	Iteration 72Q: 3 clusters Score -5330130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5330125.500000 Penalty: 5222.528809
	Iteration 73Q: 3 clusters Score -5330126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5330127.000000 Penalty: 5222.528809
	Iteration 74Q: 3 clusters Score -5330127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5330126.500000 Penalty: 5222.528809
	Iteration 75Q: 3 clusters Score -5330126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5330126.500000 Penalty: 5222.528809
	Iteration 76F: 3 clusters Score -5330126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (137681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137681 members 
Entering Unmasked Estep 
Score: -19410050.000000 Penalty: 2934.508301
	Iteration 0F: 2 clusters Score -1.941005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -19319282.000000 Penalty: 5869.016602
	Iteration 0F: 3 clusters Score -1.931928e+07 nChanged 65911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -19357996.000000 Penalty: 5869.016602
	Iteration 1F: 3 clusters Score -1.9358e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -19359262.000000 Penalty: 5869.016602
	Iteration 2Q: 3 clusters Score -1.935926e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
Score: -19361094.000000 Penalty: 5869.016602
	Iteration 3Q: 3 clusters Score -1.936109e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -19364270.000000 Penalty: 5869.016602
	Iteration 4Q: 3 clusters Score -1.936427e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -19368738.000000 Penalty: 5869.016602
	Iteration 5F: 3 clusters Score -1.936874e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 95932 members 
Entering Unmasked Estep 
Score: -19375036.000000 Penalty: 5869.016602
	Iteration 6F: 3 clusters Score -1.937504e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 104463 members 
Entering Unmasked Estep 
Score: -19382708.000000 Penalty: 5869.016602
	Iteration 7F: 3 clusters Score -1.938271e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 112458 members 
Entering Unmasked Estep 
Score: -19389862.000000 Penalty: 5869.016602
	Iteration 8F: 3 clusters Score -1.938986e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 118866 members 
Entering Unmasked Estep 
Score: -19395690.000000 Penalty: 5869.016602
	Iteration 9F: 3 clusters Score -1.939569e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 123302 members 
Entering Unmasked Estep 
Score: -19399596.000000 Penalty: 5869.016602
	Iteration 10Q: 3 clusters Score -1.93996e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 126349 members 
Entering Unmasked Estep 
Score: -19402078.000000 Penalty: 5869.016602
	Iteration 11Q: 3 clusters Score -1.940208e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 128432 members 
Entering Unmasked Estep 
Score: -19403450.000000 Penalty: 5869.016602
	Iteration 12Q: 3 clusters Score -1.940345e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 130022 members 
Entering Unmasked Estep 
Score: -19404416.000000 Penalty: 5869.016602
	Iteration 13Q: 3 clusters Score -1.940442e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 131254 members 
Entering Unmasked Estep 
Score: -19405054.000000 Penalty: 5869.016602
	Iteration 14Q: 3 clusters Score -1.940505e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 132221 members 
Entering Unmasked Estep 
Score: -19405576.000000 Penalty: 5869.016602
	Iteration 15Q: 3 clusters Score -1.940558e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 132976 members 
Entering Unmasked Estep 
Score: -19405930.000000 Penalty: 5869.016602
	Iteration 16Q: 3 clusters Score -1.940593e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 133613 members 
Entering Unmasked Estep 
Score: -19406280.000000 Penalty: 5869.016602
	Iteration 17Q: 3 clusters Score -1.940628e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 134134 members 
Entering Unmasked Estep 
Score: -19406514.000000 Penalty: 5869.016602
	Iteration 18Q: 3 clusters Score -1.940651e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 134547 members 
Entering Unmasked Estep 
Score: -19406724.000000 Penalty: 5869.016602
	Iteration 19Q: 3 clusters Score -1.940672e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 134894 members 
Entering Unmasked Estep 
Score: -19406912.000000 Penalty: 5869.016602
	Iteration 20F: 3 clusters Score -1.940691e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 135177 members 
Entering Unmasked Estep 
Score: -19407090.000000 Penalty: 5869.016602
	Iteration 21Q: 3 clusters Score -1.940709e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 135387 members 
Entering Unmasked Estep 
Score: -19407176.000000 Penalty: 5869.016602
	Iteration 22Q: 3 clusters Score -1.940718e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 135566 members 
Entering Unmasked Estep 
Score: -19407258.000000 Penalty: 5869.016602
	Iteration 23Q: 3 clusters Score -1.940726e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 135729 members 
Entering Unmasked Estep 
Score: -19407358.000000 Penalty: 5869.016602
	Iteration 24Q: 3 clusters Score -1.940736e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 135867 members 
Entering Unmasked Estep 
Score: -19407408.000000 Penalty: 5869.016602
	Iteration 25Q: 3 clusters Score -1.940741e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 135969 members 
Entering Unmasked Estep 
Score: -19407456.000000 Penalty: 5869.016602
	Iteration 26Q: 3 clusters Score -1.940746e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -19407502.000000 Penalty: 5869.016602
	Iteration 27Q: 3 clusters Score -1.94075e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 136146 members 
Entering Unmasked Estep 
Score: -19407516.000000 Penalty: 5869.016602
	Iteration 28Q: 3 clusters Score -1.940752e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 136227 members 
Entering Unmasked Estep 
Score: -19407594.000000 Penalty: 5869.016602
	Iteration 29Q: 3 clusters Score -1.940759e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 136268 members 
Entering Unmasked Estep 
Score: -19407604.000000 Penalty: 5869.016602
	Iteration 30Q: 3 clusters Score -1.94076e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 136293 members 
Entering Unmasked Estep 
Score: -19407630.000000 Penalty: 5869.016602
	Iteration 31Q: 3 clusters Score -1.940763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 136319 members 
Entering Unmasked Estep 
Score: -19407624.000000 Penalty: 5869.016602
	Iteration 32Q: 3 clusters Score -1.940762e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 136343 members 
Entering Unmasked Estep 
Score: -19407650.000000 Penalty: 5869.016602
	Iteration 33Q: 3 clusters Score -1.940765e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 136366 members 
Entering Unmasked Estep 
Score: -19407666.000000 Penalty: 5869.016602
	Iteration 34Q: 3 clusters Score -1.940767e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 136396 members 
Entering Unmasked Estep 
Score: -19407646.000000 Penalty: 5869.016602
	Iteration 35Q: 3 clusters Score -1.940765e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 136413 members 
Entering Unmasked Estep 
Score: -19407680.000000 Penalty: 5869.016602
	Iteration 36Q: 3 clusters Score -1.940768e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 136435 members 
Entering Unmasked Estep 
Score: -19407674.000000 Penalty: 5869.016602
	Iteration 37Q: 3 clusters Score -1.940767e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 136460 members 
Entering Unmasked Estep 
Score: -19407684.000000 Penalty: 5869.016602
	Iteration 38Q: 3 clusters Score -1.940768e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 136483 members 
Entering Unmasked Estep 
Score: -19407698.000000 Penalty: 5869.016602
	Iteration 39Q: 3 clusters Score -1.94077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 136498 members 
Entering Unmasked Estep 
Score: -19407698.000000 Penalty: 5869.016602
	Iteration 40F: 3 clusters Score -1.94077e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 136520 members 
Entering Unmasked Estep 
Score: -19407734.000000 Penalty: 5869.016602
	Iteration 41Q: 3 clusters Score -1.940773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -19407736.000000 Penalty: 5869.016602
	Iteration 42Q: 3 clusters Score -1.940774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 136545 members 
Entering Unmasked Estep 
Score: -19407728.000000 Penalty: 5869.016602
	Iteration 43Q: 3 clusters Score -1.940773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 136552 members 
Entering Unmasked Estep 
Score: -19407724.000000 Penalty: 5869.016602
	Iteration 44Q: 3 clusters Score -1.940772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 136559 members 
Entering Unmasked Estep 
Score: -19407728.000000 Penalty: 5869.016602
	Iteration 45Q: 3 clusters Score -1.940773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -19407732.000000 Penalty: 5869.016602
	Iteration 46Q: 3 clusters Score -1.940773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 136576 members 
Entering Unmasked Estep 
Score: -19407738.000000 Penalty: 5869.016602
	Iteration 47Q: 3 clusters Score -1.940774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 136584 members 
Entering Unmasked Estep 
Score: -19407740.000000 Penalty: 5869.016602
	Iteration 48Q: 3 clusters Score -1.940774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 136595 members 
Entering Unmasked Estep 
Score: -19407750.000000 Penalty: 5869.016602
	Iteration 49Q: 3 clusters Score -1.940775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 136601 members 
Entering Unmasked Estep 
Score: -19407766.000000 Penalty: 5869.016602
	Iteration 50Q: 3 clusters Score -1.940777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 136603 members 
Entering Unmasked Estep 
Score: -19407772.000000 Penalty: 5869.016602
	Iteration 51Q: 3 clusters Score -1.940777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 136609 members 
Entering Unmasked Estep 
Score: -19407768.000000 Penalty: 5869.016602
	Iteration 52Q: 3 clusters Score -1.940777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 136614 members 
Entering Unmasked Estep 
Score: -19407758.000000 Penalty: 5869.016602
	Iteration 53Q: 3 clusters Score -1.940776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 136615 members 
Entering Unmasked Estep 
Score: -19407762.000000 Penalty: 5869.016602
	Iteration 54Q: 3 clusters Score -1.940776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 136615 members 
Entering Unmasked Estep 
Score: -19407762.000000 Penalty: 5869.016602
	Iteration 55F: 3 clusters Score -1.940776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Entering Unmasked Estep 
Score: -5780643.500000 Penalty: 2630.653809
	Iteration 0F: 2 clusters Score -5780644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -5753209.500000 Penalty: 5261.307617
	Iteration 0F: 3 clusters Score -5753210 nChanged 18462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -5763345.000000 Penalty: 5261.307617
	Iteration 1F: 3 clusters Score -5763345 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -5763946.500000 Penalty: 5261.307617
	Iteration 2Q: 3 clusters Score -5763946 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -5764583.000000 Penalty: 5261.307617
	Iteration 3Q: 3 clusters Score -5764583 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5765198.500000 Penalty: 5261.307617
	Iteration 4Q: 3 clusters Score -5765198 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -5765953.500000 Penalty: 5261.307617
	Iteration 5Q: 3 clusters Score -5765954 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -5766965.000000 Penalty: 5261.307617
	Iteration 6Q: 3 clusters Score -5766965 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -5768194.500000 Penalty: 5261.307617
	Iteration 7F: 3 clusters Score -5768194 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -5769689.500000 Penalty: 5261.307617
	Iteration 8F: 3 clusters Score -5769690 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -5771504.000000 Penalty: 5261.307617
	Iteration 9F: 3 clusters Score -5771504 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -5773174.000000 Penalty: 5261.307617
	Iteration 10F: 3 clusters Score -5773174 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5774332.500000 Penalty: 5261.307617
	Iteration 11Q: 3 clusters Score -5774332 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -5774977.000000 Penalty: 5261.307617
	Iteration 12Q: 3 clusters Score -5774977 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -5775246.000000 Penalty: 5261.307617
	Iteration 13Q: 3 clusters Score -5775246 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -5775455.000000 Penalty: 5261.307617
	Iteration 14Q: 3 clusters Score -5775455 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -5775596.500000 Penalty: 5261.307617
	Iteration 15Q: 3 clusters Score -5775596 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -5775731.000000 Penalty: 5261.307617
	Iteration 16Q: 3 clusters Score -5775731 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -5775852.000000 Penalty: 5261.307617
	Iteration 17Q: 3 clusters Score -5775852 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -5776019.500000 Penalty: 5261.307617
	Iteration 18Q: 3 clusters Score -5776020 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -5776189.000000 Penalty: 5261.307617
	Iteration 19Q: 3 clusters Score -5776189 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -5776300.500000 Penalty: 5261.307617
	Iteration 20F: 3 clusters Score -5776300 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -5776425.500000 Penalty: 5261.307617
	Iteration 21Q: 3 clusters Score -5776426 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -5776531.500000 Penalty: 5261.307617
	Iteration 22Q: 3 clusters Score -5776532 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -5776663.500000 Penalty: 5261.307617
	Iteration 23Q: 3 clusters Score -5776664 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -5776747.500000 Penalty: 5261.307617
	Iteration 24Q: 3 clusters Score -5776748 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -5776813.000000 Penalty: 5261.307617
	Iteration 25Q: 3 clusters Score -5776813 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -5776882.000000 Penalty: 5261.307617
	Iteration 26Q: 3 clusters Score -5776882 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -5776957.500000 Penalty: 5261.307617
	Iteration 27Q: 3 clusters Score -5776958 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -5776999.000000 Penalty: 5261.307617
	Iteration 28Q: 3 clusters Score -5776999 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -5777072.000000 Penalty: 5261.307617
	Iteration 29Q: 3 clusters Score -5777072 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -5777130.000000 Penalty: 5261.307617
	Iteration 30Q: 3 clusters Score -5777130 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -5777183.000000 Penalty: 5261.307617
	Iteration 31Q: 3 clusters Score -5777183 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5777243.000000 Penalty: 5261.307617
	Iteration 32Q: 3 clusters Score -5777243 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5777319.500000 Penalty: 5261.307617
	Iteration 33Q: 3 clusters Score -5777320 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5777368.500000 Penalty: 5261.307617
	Iteration 34Q: 3 clusters Score -5777368 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -5777432.000000 Penalty: 5261.307617
	Iteration 35Q: 3 clusters Score -5777432 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -5777484.000000 Penalty: 5261.307617
	Iteration 36Q: 3 clusters Score -5777484 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5777538.000000 Penalty: 5261.307617
	Iteration 37Q: 3 clusters Score -5777538 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5777572.500000 Penalty: 5261.307617
	Iteration 38Q: 3 clusters Score -5777572 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5777618.500000 Penalty: 5261.307617
	Iteration 39Q: 3 clusters Score -5777618 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5777676.000000 Penalty: 5261.307617
	Iteration 40F: 3 clusters Score -5777676 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5777752.000000 Penalty: 5261.307617
	Iteration 41Q: 3 clusters Score -5777752 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5777804.000000 Penalty: 5261.307617
	Iteration 42Q: 3 clusters Score -5777804 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5777849.500000 Penalty: 5261.307617
	Iteration 43Q: 3 clusters Score -5777850 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5777901.500000 Penalty: 5261.307617
	Iteration 44Q: 3 clusters Score -5777902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5777944.500000 Penalty: 5261.307617
	Iteration 45Q: 3 clusters Score -5777944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5777978.000000 Penalty: 5261.307617
	Iteration 46Q: 3 clusters Score -5777978 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5778005.000000 Penalty: 5261.307617
	Iteration 47Q: 3 clusters Score -5778005 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5778061.000000 Penalty: 5261.307617
	Iteration 48Q: 3 clusters Score -5778061 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5778079.000000 Penalty: 5261.307617
	Iteration 49Q: 3 clusters Score -5778079 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5778097.500000 Penalty: 5261.307617
	Iteration 50Q: 3 clusters Score -5778098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5778138.500000 Penalty: 5261.307617
	Iteration 51Q: 3 clusters Score -5778138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5778144.500000 Penalty: 5261.307617
	Iteration 52Q: 3 clusters Score -5778144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5778162.000000 Penalty: 5261.307617
	Iteration 53Q: 3 clusters Score -5778162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5778189.500000 Penalty: 5261.307617
	Iteration 54Q: 3 clusters Score -5778190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5778210.000000 Penalty: 5261.307617
	Iteration 55Q: 3 clusters Score -5778210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5778232.500000 Penalty: 5261.307617
	Iteration 56Q: 3 clusters Score -5778232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5778259.000000 Penalty: 5261.307617
	Iteration 57Q: 3 clusters Score -5778259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5778257.000000 Penalty: 5261.307617
	Iteration 58Q: 3 clusters Score -5778257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5778262.000000 Penalty: 5261.307617
	Iteration 59Q: 3 clusters Score -5778262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5778260.000000 Penalty: 5261.307617
	Iteration 60F: 3 clusters Score -5778260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5778257.000000 Penalty: 5261.307617
	Iteration 61Q: 3 clusters Score -5778257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5778262.000000 Penalty: 5261.307617
	Iteration 62Q: 3 clusters Score -5778262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5778264.500000 Penalty: 5261.307617
	Iteration 63Q: 3 clusters Score -5778264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5778264.500000 Penalty: 5261.307617
	Iteration 64Q: 3 clusters Score -5778264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5778278.000000 Penalty: 5261.307617
	Iteration 65Q: 3 clusters Score -5778278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5778281.000000 Penalty: 5261.307617
	Iteration 66Q: 3 clusters Score -5778281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5778291.000000 Penalty: 5261.307617
	Iteration 67Q: 3 clusters Score -5778291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5778297.500000 Penalty: 5261.307617
	Iteration 68Q: 3 clusters Score -5778298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5778297.000000 Penalty: 5261.307617
	Iteration 69Q: 3 clusters Score -5778297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5778298.500000 Penalty: 5261.307617
	Iteration 70Q: 3 clusters Score -5778298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5778298.000000 Penalty: 5261.307617
	Iteration 71Q: 3 clusters Score -5778298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5778300.500000 Penalty: 5261.307617
	Iteration 72Q: 3 clusters Score -5778300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5778301.000000 Penalty: 5261.307617
	Iteration 73Q: 3 clusters Score -5778301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5778306.000000 Penalty: 5261.307617
	Iteration 74Q: 3 clusters Score -5778306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5778307.000000 Penalty: 5261.307617
	Iteration 75Q: 3 clusters Score -5778307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5778310.500000 Penalty: 5261.307617
	Iteration 76Q: 3 clusters Score -5778310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5778310.500000 Penalty: 5261.307617
	Iteration 77F: 3 clusters Score -5778310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Entering Unmasked Estep 
Score: -4566166.500000 Penalty: 2583.089111
	Iteration 0F: 2 clusters Score -4566166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -4543462.500000 Penalty: 5166.178223
	Iteration 0F: 3 clusters Score -4543462 nChanged 15181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4551476.000000 Penalty: 5166.178223
	Iteration 1F: 3 clusters Score -4551476 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -4551966.500000 Penalty: 5166.178223
	Iteration 2Q: 3 clusters Score -4551966 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4552391.500000 Penalty: 5166.178223
	Iteration 3Q: 3 clusters Score -4552392 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -4552776.500000 Penalty: 5166.178223
	Iteration 4Q: 3 clusters Score -4552776 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -4553119.500000 Penalty: 5166.178223
	Iteration 5Q: 3 clusters Score -4553120 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -4553567.500000 Penalty: 5166.178223
	Iteration 6Q: 3 clusters Score -4553568 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4554266.500000 Penalty: 5166.178223
	Iteration 7Q: 3 clusters Score -4554266 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -4555300.500000 Penalty: 5166.178223
	Iteration 8F: 3 clusters Score -4555300 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -4556716.500000 Penalty: 5166.178223
	Iteration 9F: 3 clusters Score -4556716 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -4558443.500000 Penalty: 5166.178223
	Iteration 10F: 3 clusters Score -4558444 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -4560219.500000 Penalty: 5166.178223
	Iteration 11F: 3 clusters Score -4560220 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -4562027.500000 Penalty: 5166.178223
	Iteration 12F: 3 clusters Score -4562028 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4563647.500000 Penalty: 5166.178223
	Iteration 13Q: 3 clusters Score -4563648 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4564814.500000 Penalty: 5166.178223
	Iteration 14Q: 3 clusters Score -4564814 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4565528.500000 Penalty: 5166.178223
	Iteration 15Q: 3 clusters Score -4565528 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4565837.500000 Penalty: 5166.178223
	Iteration 16Q: 3 clusters Score -4565838 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4565947.000000 Penalty: 5166.178223
	Iteration 17Q: 3 clusters Score -4565947 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4565979.500000 Penalty: 5166.178223
	Iteration 18Q: 3 clusters Score -4565980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4565991.000000 Penalty: 5166.178223
	Iteration 19Q: 3 clusters Score -4565991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4565991.500000 Penalty: 5166.178223
	Iteration 20F: 3 clusters Score -4565992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4565994.500000 Penalty: 5166.178223
	Iteration 21Q: 3 clusters Score -4565994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4565994.500000 Penalty: 5166.178223
	Iteration 22Q: 3 clusters Score -4565994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4566006.500000 Penalty: 5166.178223
	Iteration 23Q: 3 clusters Score -4566006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4566015.000000 Penalty: 5166.178223
	Iteration 24Q: 3 clusters Score -4566015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4566026.500000 Penalty: 5166.178223
	Iteration 25Q: 3 clusters Score -4566026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4566030.000000 Penalty: 5166.178223
	Iteration 26Q: 3 clusters Score -4566030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4566036.000000 Penalty: 5166.178223
	Iteration 27Q: 3 clusters Score -4566036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4566035.000000 Penalty: 5166.178223
	Iteration 28Q: 3 clusters Score -4566035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4566037.000000 Penalty: 5166.178223
	Iteration 29Q: 3 clusters Score -4566037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4566037.000000 Penalty: 5166.178223
	Iteration 30Q: 3 clusters Score -4566037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4566034.500000 Penalty: 5166.178223
	Iteration 31Q: 3 clusters Score -4566034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4566036.500000 Penalty: 5166.178223
	Iteration 32Q: 3 clusters Score -4566036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4566036.500000 Penalty: 5166.178223
	Iteration 33F: 3 clusters Score -4566036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 166779 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 5446 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 43768 members 
Mstep: Class 8 contains 65332 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 177142 members 
Mstep: Class 11 contains 139051 members 
Mstep: Class 12 contains 12372 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 167508 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 37395 members 
Mstep: Class 19 contains 137681 members 
Mstep: Class 21 contains 40436 members 
Mstep: Class 22 contains 33379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147002320.000000 Penalty: 72245.875000
Iteration 79Q: 22 clusters Score -1.470023e+08 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 166901 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 5414 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 43954 members 
Mstep: Class 8 contains 65429 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 178011 members 
Mstep: Class 11 contains 139244 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 167282 members 
Mstep: Class 17 contains 6667 members 
Mstep: Class 18 contains 37414 members 
Mstep: Class 19 contains 136363 members 
Mstep: Class 21 contains 40420 members 
Mstep: Class 22 contains 33457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147004048.000000 Penalty: 72245.875000
Iteration 80F: 22 clusters Score -1.47004e+08 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 166995 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44152 members 
Mstep: Class 8 contains 65672 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 178765 members 
Mstep: Class 11 contains 139442 members 
Mstep: Class 12 contains 12393 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 167067 members 
Mstep: Class 17 contains 6633 members 
Mstep: Class 18 contains 37450 members 
Mstep: Class 19 contains 135048 members 
Mstep: Class 21 contains 40404 members 
Mstep: Class 22 contains 33526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147005136.000000 Penalty: 72245.875000
Iteration 81Q: 22 clusters Score -1.470051e+08 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 167042 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5351 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44342 members 
Mstep: Class 8 contains 66009 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 179354 members 
Mstep: Class 11 contains 139652 members 
Mstep: Class 12 contains 12393 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166978 members 
Mstep: Class 17 contains 6593 members 
Mstep: Class 18 contains 37477 members 
Mstep: Class 19 contains 133708 members 
Mstep: Class 21 contains 40412 members 
Mstep: Class 22 contains 33594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147005472.000000 Penalty: 72245.875000
Iteration 82Q: 22 clusters Score -1.470055e+08 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 167022 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5317 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44533 members 
Mstep: Class 8 contains 66462 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 179868 members 
Mstep: Class 11 contains 139908 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166880 members 
Mstep: Class 17 contains 6549 members 
Mstep: Class 18 contains 37515 members 
Mstep: Class 19 contains 132339 members 
Mstep: Class 21 contains 40424 members 
Mstep: Class 22 contains 33670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147005536.000000 Penalty: 72245.875000
Iteration 83Q: 22 clusters Score -1.470055e+08 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 166911 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5286 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44768 members 
Mstep: Class 8 contains 67020 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 180300 members 
Mstep: Class 11 contains 140181 members 
Mstep: Class 12 contains 12396 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166847 members 
Mstep: Class 17 contains 6507 members 
Mstep: Class 18 contains 37546 members 
Mstep: Class 19 contains 130916 members 
Mstep: Class 21 contains 40441 members 
Mstep: Class 22 contains 33734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147005984.000000 Penalty: 72245.875000
Iteration 84Q: 22 clusters Score -1.47006e+08 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 166767 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5251 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44965 members 
Mstep: Class 8 contains 67700 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 180672 members 
Mstep: Class 11 contains 140491 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1909 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166858 members 
Mstep: Class 17 contains 6473 members 
Mstep: Class 18 contains 37576 members 
Mstep: Class 19 contains 129457 members 
Mstep: Class 21 contains 40443 members 
Mstep: Class 22 contains 33797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147006432.000000 Penalty: 72245.875000
Iteration 85Q: 22 clusters Score -1.470064e+08 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 166649 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5219 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 45134 members 
Mstep: Class 8 contains 68536 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 180980 members 
Mstep: Class 11 contains 140771 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166868 members 
Mstep: Class 17 contains 6419 members 
Mstep: Class 18 contains 37595 members 
Mstep: Class 19 contains 127995 members 
Mstep: Class 21 contains 40430 members 
Mstep: Class 22 contains 33845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147007104.000000 Penalty: 72245.875000
Iteration 86Q: 22 clusters Score -1.470071e+08 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 166528 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 5197 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 45288 members 
Mstep: Class 8 contains 69487 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181193 members 
Mstep: Class 11 contains 141055 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1905 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166889 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 37595 members 
Mstep: Class 19 contains 126516 members 
Mstep: Class 21 contains 40415 members 
Mstep: Class 22 contains 33886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147007568.000000 Penalty: 72245.875000
Iteration 87Q: 22 clusters Score -1.470076e+08 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 166392 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5193 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 45468 members 
Mstep: Class 8 contains 70493 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181270 members 
Mstep: Class 11 contains 141341 members 
Mstep: Class 12 contains 12382 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1905 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166857 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 37595 members 
Mstep: Class 19 contains 125128 members 
Mstep: Class 21 contains 40410 members 
Mstep: Class 22 contains 33907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147007616.000000 Penalty: 72245.875000
Iteration 88Q: 22 clusters Score -1.470076e+08 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 166267 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5185 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 45637 members 
Mstep: Class 8 contains 71438 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181393 members 
Mstep: Class 11 contains 141620 members 
Mstep: Class 12 contains 12375 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1905 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166821 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 37565 members 
Mstep: Class 19 contains 123829 members 
Mstep: Class 21 contains 40409 members 
Mstep: Class 22 contains 33917 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 22 clusters Score -1.470077e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 166153 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5173 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 45783 members 
Mstep: Class 8 contains 72379 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181478 members 
Mstep: Class 11 contains 141891 members 
Mstep: Class 12 contains 12366 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166781 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 37538 members 
Mstep: Class 19 contains 122558 members 
Mstep: Class 21 contains 40409 members 
Mstep: Class 22 contains 33954 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 22 clusters Score -1.470077e+08 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 166086 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5162 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 45928 members 
Mstep: Class 8 contains 73307 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181575 members 
Mstep: Class 11 contains 142171 members 
Mstep: Class 12 contains 12371 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166720 members 
Mstep: Class 17 contains 6292 members 
Mstep: Class 18 contains 37501 members 
Mstep: Class 19 contains 121238 members 
Mstep: Class 21 contains 40427 members 
Mstep: Class 22 contains 33996 members 
Entering Unmasked Estep 
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Iteration 91Q: 22 clusters Score -1.470078e+08 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 166030 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5148 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 46063 members 
Mstep: Class 8 contains 74171 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181635 members 
Mstep: Class 11 contains 142470 members 
Mstep: Class 12 contains 12369 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166647 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 37490 members 
Mstep: Class 19 contains 119992 members 
Mstep: Class 21 contains 40432 members 
Mstep: Class 22 contains 34043 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 22 clusters Score -1.47008e+08 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 166030 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5136 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 46187 members 
Mstep: Class 8 contains 75042 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181670 members 
Mstep: Class 11 contains 142730 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1902 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166588 members 
Mstep: Class 17 contains 6263 members 
Mstep: Class 18 contains 37463 members 
Mstep: Class 19 contains 118721 members 
Mstep: Class 21 contains 40442 members 
Mstep: Class 22 contains 34090 members 
Entering Unmasked Estep 
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Iteration 93Q: 22 clusters Score -1.470083e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 165991 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5134 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 46295 members 
Mstep: Class 8 contains 75932 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181717 members 
Mstep: Class 11 contains 142971 members 
Mstep: Class 12 contains 12396 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1900 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166512 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 37440 members 
Mstep: Class 19 contains 117533 members 
Mstep: Class 21 contains 40426 members 
Mstep: Class 22 contains 34147 members 
Entering Unmasked Estep 
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Iteration 94Q: 22 clusters Score -1.470084e+08 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 165963 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5133 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 46409 members 
Mstep: Class 8 contains 76765 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181725 members 
Mstep: Class 11 contains 143223 members 
Mstep: Class 12 contains 12407 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1895 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166430 members 
Mstep: Class 17 contains 6239 members 
Mstep: Class 18 contains 37398 members 
Mstep: Class 19 contains 116435 members 
Mstep: Class 21 contains 40426 members 
Mstep: Class 22 contains 34190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147008768.000000 Penalty: 72245.875000
Iteration 95Q: 22 clusters Score -1.470088e+08 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 165910 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5124 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 46518 members 
Mstep: Class 8 contains 77613 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181726 members 
Mstep: Class 11 contains 143440 members 
Mstep: Class 12 contains 12415 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1894 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166348 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 37358 members 
Mstep: Class 19 contains 115393 members 
Mstep: Class 21 contains 40418 members 
Mstep: Class 22 contains 34238 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 22 clusters Score -1.470086e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 165868 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5121 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 46604 members 
Mstep: Class 8 contains 78370 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181716 members 
Mstep: Class 11 contains 143675 members 
Mstep: Class 12 contains 12416 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166229 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 37321 members 
Mstep: Class 19 contains 114480 members 
Mstep: Class 21 contains 40414 members 
Mstep: Class 22 contains 34290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 22 clusters Score -1.470087e+08 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 165816 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5113 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 46687 members 
Mstep: Class 8 contains 79118 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181700 members 
Mstep: Class 11 contains 143930 members 
Mstep: Class 12 contains 12418 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166098 members 
Mstep: Class 17 contains 6239 members 
Mstep: Class 18 contains 37291 members 
Mstep: Class 19 contains 113580 members 
Mstep: Class 21 contains 40400 members 
Mstep: Class 22 contains 34352 members 
Entering Unmasked Estep 
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Iteration 98Q: 22 clusters Score -1.470088e+08 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 165732 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5113 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 46763 members 
Mstep: Class 8 contains 79857 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181692 members 
Mstep: Class 11 contains 144126 members 
Mstep: Class 12 contains 12414 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 166030 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 37260 members 
Mstep: Class 19 contains 112724 members 
Mstep: Class 21 contains 40385 members 
Mstep: Class 22 contains 34404 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 22 clusters Score -1.470088e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 165712 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5106 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 46832 members 
Mstep: Class 8 contains 80560 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181683 members 
Mstep: Class 11 contains 144329 members 
Mstep: Class 12 contains 12422 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 165875 members 
Mstep: Class 17 contains 6265 members 
Mstep: Class 18 contains 37229 members 
Mstep: Class 19 contains 111916 members 
Mstep: Class 21 contains 40374 members 
Mstep: Class 22 contains 34459 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 22 clusters Score -1.470097e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 1765 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 165684 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5093 members 
Mstep: Class 5 contains 207 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 46895 members 
Mstep: Class 8 contains 81251 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 181666 members 
Mstep: Class 11 contains 144512 members 
Mstep: Class 12 contains 12430 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 165753 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 37194 members 
Mstep: Class 19 contains 111122 members 
Mstep: Class 21 contains 40366 members 
Mstep: Class 22 contains 34515 members 
Entering Unmasked Estep 
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Iteration 101Q: 22 clusters Score -1.470117e+08 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 165639 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5085 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 46937 members 
Mstep: Class 8 contains 81999 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181640 members 
Mstep: Class 11 contains 144764 members 
Mstep: Class 12 contains 12421 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 217 members 
Mstep: Class 16 contains 165649 members 
Mstep: Class 17 contains 6287 members 
Mstep: Class 18 contains 37165 members 
Mstep: Class 19 contains 110264 members 
Mstep: Class 21 contains 40355 members 
Mstep: Class 22 contains 34549 members 
Entering Unmasked Estep 
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Iteration 102Q: 22 clusters Score -1.470121e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 165583 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5075 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 46969 members 
Mstep: Class 8 contains 82766 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181615 members 
Mstep: Class 11 contains 144991 members 
Mstep: Class 12 contains 12417 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 165589 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 37142 members 
Mstep: Class 19 contains 109393 members 
Mstep: Class 21 contains 40346 members 
Mstep: Class 22 contains 34572 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 22 clusters Score -1.470123e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 165539 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5064 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47005 members 
Mstep: Class 8 contains 83520 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181557 members 
Mstep: Class 11 contains 145185 members 
Mstep: Class 12 contains 12414 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 165529 members 
Mstep: Class 17 contains 6311 members 
Mstep: Class 18 contains 37109 members 
Mstep: Class 19 contains 108585 members 
Mstep: Class 21 contains 40338 members 
Mstep: Class 22 contains 34608 members 
Entering Unmasked Estep 
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Iteration 104Q: 22 clusters Score -1.470124e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 165510 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47025 members 
Mstep: Class 8 contains 84273 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181540 members 
Mstep: Class 11 contains 145345 members 
Mstep: Class 12 contains 12417 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 165466 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 37074 members 
Mstep: Class 19 contains 107797 members 
Mstep: Class 21 contains 40312 members 
Mstep: Class 22 contains 34636 members 
Entering Unmasked Estep 
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Iteration 105Q: 22 clusters Score -1.470126e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 165491 members 
Mstep: Class 3 contains 1175 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47057 members 
Mstep: Class 8 contains 85028 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181557 members 
Mstep: Class 11 contains 145460 members 
Mstep: Class 12 contains 12425 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 165379 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 37035 members 
Mstep: Class 19 contains 106989 members 
Mstep: Class 21 contains 40305 members 
Mstep: Class 22 contains 34675 members 
Entering Unmasked Estep 
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Iteration 106Q: 22 clusters Score -1.470125e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 165503 members 
Mstep: Class 3 contains 1175 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47083 members 
Mstep: Class 8 contains 85799 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181547 members 
Mstep: Class 11 contains 145568 members 
Mstep: Class 12 contains 12443 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 165218 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 36995 members 
Mstep: Class 19 contains 106264 members 
Mstep: Class 21 contains 40284 members 
Mstep: Class 22 contains 34698 members 
Entering Unmasked Estep 
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Iteration 107Q: 22 clusters Score -1.470123e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 165457 members 
Mstep: Class 3 contains 1175 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47120 members 
Mstep: Class 8 contains 86566 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181566 members 
Mstep: Class 11 contains 145652 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 165059 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 36953 members 
Mstep: Class 19 contains 105545 members 
Mstep: Class 21 contains 40286 members 
Mstep: Class 22 contains 34742 members 
Entering Unmasked Estep 
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Iteration 108Q: 22 clusters Score -1.470125e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 165475 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47132 members 
Mstep: Class 8 contains 87302 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181593 members 
Mstep: Class 11 contains 145707 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 164895 members 
Mstep: Class 17 contains 6346 members 
Mstep: Class 18 contains 36911 members 
Mstep: Class 19 contains 104850 members 
Mstep: Class 21 contains 40306 members 
Mstep: Class 22 contains 34767 members 
Entering Unmasked Estep 
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Iteration 109Q: 22 clusters Score -1.470129e+08 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 165485 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47158 members 
Mstep: Class 8 contains 88017 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181639 members 
Mstep: Class 11 contains 145747 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 164731 members 
Mstep: Class 17 contains 6364 members 
Mstep: Class 18 contains 36880 members 
Mstep: Class 19 contains 104160 members 
Mstep: Class 21 contains 40329 members 
Mstep: Class 22 contains 34782 members 
Entering Unmasked Estep 
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Iteration 110Q: 22 clusters Score -1.470129e+08 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 165455 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47185 members 
Mstep: Class 8 contains 88739 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181695 members 
Mstep: Class 11 contains 145777 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 164577 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 36820 members 
Mstep: Class 19 contains 103506 members 
Mstep: Class 21 contains 40346 members 
Mstep: Class 22 contains 34816 members 
Entering Unmasked Estep 
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Iteration 111Q: 22 clusters Score -1.470131e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 165439 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 4978 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47211 members 
Mstep: Class 8 contains 89532 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181737 members 
Mstep: Class 11 contains 145798 members 
Mstep: Class 12 contains 12463 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 164420 members 
Mstep: Class 17 contains 6393 members 
Mstep: Class 18 contains 36768 members 
Mstep: Class 19 contains 102812 members 
Mstep: Class 21 contains 40364 members 
Mstep: Class 22 contains 34831 members 
Entering Unmasked Estep 
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Iteration 112Q: 22 clusters Score -1.470132e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 165444 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 4966 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47236 members 
Mstep: Class 8 contains 90283 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181782 members 
Mstep: Class 11 contains 145816 members 
Mstep: Class 12 contains 12469 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 164288 members 
Mstep: Class 17 contains 6412 members 
Mstep: Class 18 contains 36742 members 
Mstep: Class 19 contains 102115 members 
Mstep: Class 21 contains 40361 members 
Mstep: Class 22 contains 34834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147013728.000000 Penalty: 72245.875000
Iteration 113Q: 22 clusters Score -1.470137e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 165443 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 4952 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47253 members 
Mstep: Class 8 contains 91095 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181802 members 
Mstep: Class 11 contains 145819 members 
Mstep: Class 12 contains 12480 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 164144 members 
Mstep: Class 17 contains 6428 members 
Mstep: Class 18 contains 36721 members 
Mstep: Class 19 contains 101407 members 
Mstep: Class 21 contains 40351 members 
Mstep: Class 22 contains 34850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147014240.000000 Penalty: 72245.875000
Iteration 114Q: 22 clusters Score -1.470142e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 165419 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47258 members 
Mstep: Class 8 contains 91951 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181827 members 
Mstep: Class 11 contains 145812 members 
Mstep: Class 12 contains 12493 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 163978 members 
Mstep: Class 17 contains 6449 members 
Mstep: Class 18 contains 36691 members 
Mstep: Class 19 contains 100681 members 
Mstep: Class 21 contains 40370 members 
Mstep: Class 22 contains 34877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147014608.000000 Penalty: 72245.875000
Iteration 115Q: 22 clusters Score -1.470146e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 165361 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47281 members 
Mstep: Class 8 contains 92911 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181842 members 
Mstep: Class 11 contains 145770 members 
Mstep: Class 12 contains 12490 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 163786 members 
Mstep: Class 17 contains 6466 members 
Mstep: Class 18 contains 36654 members 
Mstep: Class 19 contains 100006 members 
Mstep: Class 21 contains 40369 members 
Mstep: Class 22 contains 34889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147015520.000000 Penalty: 72245.875000
Iteration 116Q: 22 clusters Score -1.470155e+08 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 165318 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47291 members 
Mstep: Class 8 contains 93786 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181850 members 
Mstep: Class 11 contains 145735 members 
Mstep: Class 12 contains 12496 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 163598 members 
Mstep: Class 17 contains 6492 members 
Mstep: Class 18 contains 36635 members 
Mstep: Class 19 contains 99361 members 
Mstep: Class 21 contains 40364 members 
Mstep: Class 22 contains 34900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147015808.000000 Penalty: 72245.875000
Iteration 117Q: 22 clusters Score -1.470158e+08 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 165242 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47292 members 
Mstep: Class 8 contains 94722 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 181846 members 
Mstep: Class 11 contains 145674 members 
Mstep: Class 12 contains 12506 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 163397 members 
Mstep: Class 17 contains 6513 members 
Mstep: Class 18 contains 36586 members 
Mstep: Class 19 contains 98804 members 
Mstep: Class 21 contains 40351 members 
Mstep: Class 22 contains 34905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147016480.000000 Penalty: 72245.875000
Iteration 118Q: 22 clusters Score -1.470165e+08 nChanged 2987
Entering ConstructFrom: 
Score: -147016480.000000 Penalty: 72245.875000
Entering ConstructFrom: 
Trying to split cluster 1 (17546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Entering Unmasked Estep 
Score: -2490576.750000 Penalty: 2423.600098
	Iteration 0F: 2 clusters Score -2490577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2478081.000000 Penalty: 4847.200195
	Iteration 0F: 3 clusters Score -2478081 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2482097.750000 Penalty: 4847.200195
	Iteration 1F: 3 clusters Score -2482098 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2482503.500000 Penalty: 4847.200195
	Iteration 2F: 3 clusters Score -2482504 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2482952.250000 Penalty: 4847.200195
	Iteration 3F: 3 clusters Score -2482952 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2483488.250000 Penalty: 4847.200195
	Iteration 4F: 3 clusters Score -2483488 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2484168.750000 Penalty: 4847.200195
	Iteration 5F: 3 clusters Score -2484169 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2484998.500000 Penalty: 4847.200195
	Iteration 6F: 3 clusters Score -2484998 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2485901.500000 Penalty: 4847.200195
	Iteration 7F: 3 clusters Score -2485902 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2486807.750000 Penalty: 4847.200195
	Iteration 8F: 3 clusters Score -2486808 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2487539.500000 Penalty: 4847.200195
	Iteration 9Q: 3 clusters Score -2487540 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2488077.000000 Penalty: 4847.200195
	Iteration 10Q: 3 clusters Score -2488077 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2488426.000000 Penalty: 4847.200195
	Iteration 11Q: 3 clusters Score -2488426 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2488637.750000 Penalty: 4847.200195
	Iteration 12Q: 3 clusters Score -2488638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2488727.000000 Penalty: 4847.200195
	Iteration 13Q: 3 clusters Score -2488727 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2488756.750000 Penalty: 4847.200195
	Iteration 14Q: 3 clusters Score -2488757 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2488779.250000 Penalty: 4847.200195
	Iteration 15Q: 3 clusters Score -2488779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2488792.250000 Penalty: 4847.200195
	Iteration 16Q: 3 clusters Score -2488792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2488806.250000 Penalty: 4847.200195
	Iteration 17Q: 3 clusters Score -2488806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2488812.000000 Penalty: 4847.200195
	Iteration 18Q: 3 clusters Score -2488812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2488818.500000 Penalty: 4847.200195
	Iteration 19Q: 3 clusters Score -2488818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2488822.250000 Penalty: 4847.200195
	Iteration 20F: 3 clusters Score -2488822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2488826.500000 Penalty: 4847.200195
	Iteration 21Q: 3 clusters Score -2488826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2488828.500000 Penalty: 4847.200195
	Iteration 22Q: 3 clusters Score -2488828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2488831.000000 Penalty: 4847.200195
	Iteration 23Q: 3 clusters Score -2488831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2488832.000000 Penalty: 4847.200195
	Iteration 24Q: 3 clusters Score -2488832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2488836.750000 Penalty: 4847.200195
	Iteration 25Q: 3 clusters Score -2488837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2488845.500000 Penalty: 4847.200195
	Iteration 26Q: 3 clusters Score -2488846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2488845.750000 Penalty: 4847.200195
	Iteration 27Q: 3 clusters Score -2488846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2488850.250000 Penalty: 4847.200195
	Iteration 28Q: 3 clusters Score -2488850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2488853.250000 Penalty: 4847.200195
	Iteration 29Q: 3 clusters Score -2488853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2488853.500000 Penalty: 4847.200195
	Iteration 30Q: 3 clusters Score -2488854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2488854.000000 Penalty: 4847.200195
	Iteration 31Q: 3 clusters Score -2488854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2488853.250000 Penalty: 4847.200195
	Iteration 32Q: 3 clusters Score -2488853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2488853.250000 Penalty: 4847.200195
	Iteration 33F: 3 clusters Score -2488853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (165154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165154 members 
Entering Unmasked Estep 
Score: -23285092.000000 Penalty: 2979.628906
	Iteration 0F: 2 clusters Score -2.328509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82886 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -23180112.000000 Penalty: 5959.257812
	Iteration 0F: 3 clusters Score -2.318011e+07 nChanged 79007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -23227920.000000 Penalty: 5959.257812
	Iteration 1F: 3 clusters Score -2.322792e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92672 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -23230788.000000 Penalty: 5959.257812
	Iteration 2Q: 3 clusters Score -2.323079e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -23234912.000000 Penalty: 5959.257812
	Iteration 3F: 3 clusters Score -2.323491e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105619 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -23240890.000000 Penalty: 5959.257812
	Iteration 4F: 3 clusters Score -2.324089e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114341 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -23248874.000000 Penalty: 5959.257812
	Iteration 5F: 3 clusters Score -2.324887e+07 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123346 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -23257966.000000 Penalty: 5959.257812
	Iteration 6F: 3 clusters Score -2.325797e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131366 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -23265612.000000 Penalty: 5959.257812
	Iteration 7F: 3 clusters Score -2.326561e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137415 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -23271250.000000 Penalty: 5959.257812
	Iteration 8Q: 3 clusters Score -2.327125e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141935 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -23275042.000000 Penalty: 5959.257812
	Iteration 9Q: 3 clusters Score -2.327504e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145485 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -23277438.000000 Penalty: 5959.257812
	Iteration 10Q: 3 clusters Score -2.327744e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148428 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -23279004.000000 Penalty: 5959.257812
	Iteration 11Q: 3 clusters Score -2.3279e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151034 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -23280488.000000 Penalty: 5959.257812
	Iteration 12Q: 3 clusters Score -2.328049e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153457 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -23281474.000000 Penalty: 5959.257812
	Iteration 13Q: 3 clusters Score -2.328147e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -23281980.000000 Penalty: 5959.257812
	Iteration 14Q: 3 clusters Score -2.328198e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157335 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -23282238.000000 Penalty: 5959.257812
	Iteration 15Q: 3 clusters Score -2.328224e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158788 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -23282528.000000 Penalty: 5959.257812
	Iteration 16Q: 3 clusters Score -2.328253e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159905 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -23282702.000000 Penalty: 5959.257812
	Iteration 17Q: 3 clusters Score -2.32827e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160747 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -23282880.000000 Penalty: 5959.257812
	Iteration 18Q: 3 clusters Score -2.328288e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161434 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -23283000.000000 Penalty: 5959.257812
	Iteration 19Q: 3 clusters Score -2.3283e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161953 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -23283162.000000 Penalty: 5959.257812
	Iteration 20F: 3 clusters Score -2.328316e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162315 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -23283204.000000 Penalty: 5959.257812
	Iteration 21Q: 3 clusters Score -2.32832e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162583 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -23283256.000000 Penalty: 5959.257812
	Iteration 22Q: 3 clusters Score -2.328326e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162803 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -23283300.000000 Penalty: 5959.257812
	Iteration 23Q: 3 clusters Score -2.32833e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162986 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -23283314.000000 Penalty: 5959.257812
	Iteration 24Q: 3 clusters Score -2.328331e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163115 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -23283326.000000 Penalty: 5959.257812
	Iteration 25Q: 3 clusters Score -2.328333e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163218 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -23283350.000000 Penalty: 5959.257812
	Iteration 26Q: 3 clusters Score -2.328335e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163299 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -23283358.000000 Penalty: 5959.257812
	Iteration 27Q: 3 clusters Score -2.328336e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163362 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -23283368.000000 Penalty: 5959.257812
	Iteration 28Q: 3 clusters Score -2.328337e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163409 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -23283364.000000 Penalty: 5959.257812
	Iteration 29Q: 3 clusters Score -2.328336e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163441 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -23283390.000000 Penalty: 5959.257812
	Iteration 30Q: 3 clusters Score -2.328339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163465 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -23283390.000000 Penalty: 5959.257812
	Iteration 31Q: 3 clusters Score -2.328339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163485 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -23283398.000000 Penalty: 5959.257812
	Iteration 32Q: 3 clusters Score -2.32834e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163505 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -23283354.000000 Penalty: 5959.257812
	Iteration 33Q: 3 clusters Score -2.328335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163517 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -23283322.000000 Penalty: 5959.257812
	Iteration 34Q: 3 clusters Score -2.328332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163530 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -23283332.000000 Penalty: 5959.257812
	Iteration 35Q: 3 clusters Score -2.328333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163546 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -23283332.000000 Penalty: 5959.257812
	Iteration 36Q: 3 clusters Score -2.328333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163558 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -23283326.000000 Penalty: 5959.257812
	Iteration 37Q: 3 clusters Score -2.328333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163573 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23283346.000000 Penalty: 5959.257812
	Iteration 38Q: 3 clusters Score -2.328335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163587 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -23283314.000000 Penalty: 5959.257812
	Iteration 39Q: 3 clusters Score -2.328331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163602 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -23283306.000000 Penalty: 5959.257812
	Iteration 40F: 3 clusters Score -2.328331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163613 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -23283336.000000 Penalty: 5959.257812
	Iteration 41Q: 3 clusters Score -2.328334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163624 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -23283336.000000 Penalty: 5959.257812
	Iteration 42Q: 3 clusters Score -2.328334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163642 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -23283340.000000 Penalty: 5959.257812
	Iteration 43Q: 3 clusters Score -2.328334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163654 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -23283328.000000 Penalty: 5959.257812
	Iteration 44Q: 3 clusters Score -2.328333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163665 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -23283308.000000 Penalty: 5959.257812
	Iteration 45Q: 3 clusters Score -2.328331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163673 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23283330.000000 Penalty: 5959.257812
	Iteration 46Q: 3 clusters Score -2.328333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163683 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -23283352.000000 Penalty: 5959.257812
	Iteration 47Q: 3 clusters Score -2.328335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163690 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -23283356.000000 Penalty: 5959.257812
	Iteration 48Q: 3 clusters Score -2.328336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163698 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -23283346.000000 Penalty: 5959.257812
	Iteration 49Q: 3 clusters Score -2.328335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163706 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -23283350.000000 Penalty: 5959.257812
	Iteration 50Q: 3 clusters Score -2.328335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163711 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -23283342.000000 Penalty: 5959.257812
	Iteration 51Q: 3 clusters Score -2.328334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163714 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -23283352.000000 Penalty: 5959.257812
	Iteration 52Q: 3 clusters Score -2.328335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163715 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -23283352.000000 Penalty: 5959.257812
	Iteration 53Q: 3 clusters Score -2.328335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163716 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -23283352.000000 Penalty: 5959.257812
	Iteration 54Q: 3 clusters Score -2.328335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163718 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -23283350.000000 Penalty: 5959.257812
	Iteration 55Q: 3 clusters Score -2.328335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163720 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -23283340.000000 Penalty: 5959.257812
	Iteration 56Q: 3 clusters Score -2.328334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163720 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -23283340.000000 Penalty: 5959.257812
	Iteration 57F: 3 clusters Score -2.328334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -161752.000000 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -161752 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 611 members 
Entering Unmasked Estep 
Score: -159723.593750 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -159723.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -159994.703125 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -159994.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -160082.609375 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -160082.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -160131.046875 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -160131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -160180.062500 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -160180.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -160231.718750 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -160231.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -160273.031250 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -160273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -160306.656250 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -160306.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -160382.140625 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -160382.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -160455.187500 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -160455.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -160557.125000 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -160557.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -160637.312500 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -160637.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -160740.859375 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -160740.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -160846.937500 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -160846.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -160988.125000 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -160988.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -161138.937500 Penalty: 3505.390625
	Iteration 15Q: 3 clusters Score -161138.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -161241.656250 Penalty: 3505.390625
	Iteration 16Q: 3 clusters Score -161241.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -161297.843750 Penalty: 3505.390625
	Iteration 17Q: 3 clusters Score -161297.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -161348.890625 Penalty: 3505.390625
	Iteration 18Q: 3 clusters Score -161348.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -161396.328125 Penalty: 3505.390625
	Iteration 19Q: 3 clusters Score -161396.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -161414.250000 Penalty: 3505.390625
	Iteration 20F: 3 clusters Score -161414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -161423.406250 Penalty: 3505.390625
	Iteration 21Q: 3 clusters Score -161423.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -161427.734375 Penalty: 3505.390625
	Iteration 22Q: 3 clusters Score -161427.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -161428.546875 Penalty: 3505.390625
	Iteration 23Q: 3 clusters Score -161428.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -161428.546875 Penalty: 3505.390625
	Iteration 24F: 3 clusters Score -161428.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -672531.562500 Penalty: 2107.000488
	Iteration 0F: 2 clusters Score -672531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -668041.562500 Penalty: 4214.000977
	Iteration 0F: 3 clusters Score -668041.6 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -669092.937500 Penalty: 4214.000977
	Iteration 1F: 3 clusters Score -669092.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -669291.562500 Penalty: 4214.000977
	Iteration 2F: 3 clusters Score -669291.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -669405.250000 Penalty: 4214.000977
	Iteration 3Q: 3 clusters Score -669405.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -669474.687500 Penalty: 4214.000977
	Iteration 4Q: 3 clusters Score -669474.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -669525.812500 Penalty: 4214.000977
	Iteration 5Q: 3 clusters Score -669525.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -669559.250000 Penalty: 4214.000977
	Iteration 6Q: 3 clusters Score -669559.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -669591.562500 Penalty: 4214.000977
	Iteration 7Q: 3 clusters Score -669591.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -669620.937500 Penalty: 4214.000977
	Iteration 8Q: 3 clusters Score -669620.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -669644.062500 Penalty: 4214.000977
	Iteration 9Q: 3 clusters Score -669644.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -669665.500000 Penalty: 4214.000977
	Iteration 10Q: 3 clusters Score -669665.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -669681.750000 Penalty: 4214.000977
	Iteration 11Q: 3 clusters Score -669681.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -669696.625000 Penalty: 4214.000977
	Iteration 12Q: 3 clusters Score -669696.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -669707.687500 Penalty: 4214.000977
	Iteration 13Q: 3 clusters Score -669707.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -669724.437500 Penalty: 4214.000977
	Iteration 14Q: 3 clusters Score -669724.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -669744.062500 Penalty: 4214.000977
	Iteration 15Q: 3 clusters Score -669744.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -669761.062500 Penalty: 4214.000977
	Iteration 16Q: 3 clusters Score -669761.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -669778.000000 Penalty: 4214.000977
	Iteration 17Q: 3 clusters Score -669778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -669793.937500 Penalty: 4214.000977
	Iteration 18Q: 3 clusters Score -669793.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -669807.500000 Penalty: 4214.000977
	Iteration 19Q: 3 clusters Score -669807.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -669825.250000 Penalty: 4214.000977
	Iteration 20F: 3 clusters Score -669825.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -669836.937500 Penalty: 4214.000977
	Iteration 21Q: 3 clusters Score -669836.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -669856.500000 Penalty: 4214.000977
	Iteration 22Q: 3 clusters Score -669856.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -669880.062500 Penalty: 4214.000977
	Iteration 23Q: 3 clusters Score -669880.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -669906.750000 Penalty: 4214.000977
	Iteration 24Q: 3 clusters Score -669906.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -669931.187500 Penalty: 4214.000977
	Iteration 25Q: 3 clusters Score -669931.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -669958.562500 Penalty: 4214.000977
	Iteration 26Q: 3 clusters Score -669958.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -669981.437500 Penalty: 4214.000977
	Iteration 27Q: 3 clusters Score -669981.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -670008.625000 Penalty: 4214.000977
	Iteration 28Q: 3 clusters Score -670008.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -670032.750000 Penalty: 4214.000977
	Iteration 29Q: 3 clusters Score -670032.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -670060.937500 Penalty: 4214.000977
	Iteration 30Q: 3 clusters Score -670060.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -670090.062500 Penalty: 4214.000977
	Iteration 31Q: 3 clusters Score -670090.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -670121.187500 Penalty: 4214.000977
	Iteration 32Q: 3 clusters Score -670121.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -670151.500000 Penalty: 4214.000977
	Iteration 33Q: 3 clusters Score -670151.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -670194.875000 Penalty: 4214.000977
	Iteration 34Q: 3 clusters Score -670194.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -670244.250000 Penalty: 4214.000977
	Iteration 35Q: 3 clusters Score -670244.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -670295.562500 Penalty: 4214.000977
	Iteration 36Q: 3 clusters Score -670295.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -670345.562500 Penalty: 4214.000977
	Iteration 37Q: 3 clusters Score -670345.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -670385.250000 Penalty: 4214.000977
	Iteration 38Q: 3 clusters Score -670385.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -670423.875000 Penalty: 4214.000977
	Iteration 39Q: 3 clusters Score -670423.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -670462.375000 Penalty: 4214.000977
	Iteration 40F: 3 clusters Score -670462.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -670495.875000 Penalty: 4214.000977
	Iteration 41Q: 3 clusters Score -670495.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -670525.125000 Penalty: 4214.000977
	Iteration 42Q: 3 clusters Score -670525.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -670545.687500 Penalty: 4214.000977
	Iteration 43Q: 3 clusters Score -670545.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -670569.625000 Penalty: 4214.000977
	Iteration 44Q: 3 clusters Score -670569.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -670601.437500 Penalty: 4214.000977
	Iteration 45Q: 3 clusters Score -670601.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -670630.000000 Penalty: 4214.000977
	Iteration 46Q: 3 clusters Score -670630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -670646.437500 Penalty: 4214.000977
	Iteration 47Q: 3 clusters Score -670646.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -670661.500000 Penalty: 4214.000977
	Iteration 48Q: 3 clusters Score -670661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -670669.062500 Penalty: 4214.000977
	Iteration 49Q: 3 clusters Score -670669.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -670675.062500 Penalty: 4214.000977
	Iteration 50Q: 3 clusters Score -670675.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -670680.500000 Penalty: 4214.000977
	Iteration 51Q: 3 clusters Score -670680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -670686.687500 Penalty: 4214.000977
	Iteration 52Q: 3 clusters Score -670686.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -670691.812500 Penalty: 4214.000977
	Iteration 53Q: 3 clusters Score -670691.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -670695.437500 Penalty: 4214.000977
	Iteration 54Q: 3 clusters Score -670695.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -670698.937500 Penalty: 4214.000977
	Iteration 55Q: 3 clusters Score -670698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -670708.062500 Penalty: 4214.000977
	Iteration 56Q: 3 clusters Score -670708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -670710.750000 Penalty: 4214.000977
	Iteration 57Q: 3 clusters Score -670710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -670714.375000 Penalty: 4214.000977
	Iteration 58Q: 3 clusters Score -670714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -670717.062500 Penalty: 4214.000977
	Iteration 59Q: 3 clusters Score -670717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -670718.812500 Penalty: 4214.000977
	Iteration 60F: 3 clusters Score -670718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -670720.750000 Penalty: 4214.000977
	Iteration 61Q: 3 clusters Score -670720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -670723.500000 Penalty: 4214.000977
	Iteration 62Q: 3 clusters Score -670723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -670725.750000 Penalty: 4214.000977
	Iteration 63Q: 3 clusters Score -670725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -670727.062500 Penalty: 4214.000977
	Iteration 64Q: 3 clusters Score -670727.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -670727.687500 Penalty: 4214.000977
	Iteration 65Q: 3 clusters Score -670727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -670727.125000 Penalty: 4214.000977
	Iteration 66Q: 3 clusters Score -670727.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -670727.125000 Penalty: 4214.000977
	Iteration 67F: 3 clusters Score -670727.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -22986.773438 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -22986.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21922.412109 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -21922.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21965.267578 Penalty: 2642.626465
	Iteration 1Q: 3 clusters Score -21965.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21984.886719 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -21984.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22021.931641 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -22021.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22028.634766 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -22028.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22028.634766 Penalty: 2642.626465
	Iteration 5F: 3 clusters Score -22028.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -161757.078125 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -161757.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -159685.578125 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -159685.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -159995.953125 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -159996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -160117.125000 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -160117.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -160162.953125 Penalty: 3504.967529
	Iteration 3Q: 3 clusters Score -160163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -160179.000000 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -160179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -160194.281250 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -160194.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -160208.406250 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -160208.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -160220.921875 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -160220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -160225.875000 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -160225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -160228.468750 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -160228.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160232.078125 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -160232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160234.734375 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -160234.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160235.640625 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -160235.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160235.640625 Penalty: 3504.967529
	Iteration 13F: 3 clusters Score -160235.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Entering Unmasked Estep 
Score: -6723456.000000 Penalty: 2669.432861
	Iteration 0F: 2 clusters Score -6723456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -6691539.500000 Penalty: 5338.865723
	Iteration 0F: 3 clusters Score -6691540 nChanged 21639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -6703660.500000 Penalty: 5338.865723
	Iteration 1F: 3 clusters Score -6703660 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -6704655.000000 Penalty: 5338.865723
	Iteration 2Q: 3 clusters Score -6704655 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -6705767.500000 Penalty: 5338.865723
	Iteration 3Q: 3 clusters Score -6705768 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -6707128.000000 Penalty: 5338.865723
	Iteration 4Q: 3 clusters Score -6707128 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -6708744.000000 Penalty: 5338.865723
	Iteration 5F: 3 clusters Score -6708744 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -6710573.000000 Penalty: 5338.865723
	Iteration 6F: 3 clusters Score -6710573 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -6712463.000000 Penalty: 5338.865723
	Iteration 7F: 3 clusters Score -6712463 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -6714098.500000 Penalty: 5338.865723
	Iteration 8F: 3 clusters Score -6714098 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -6715322.000000 Penalty: 5338.865723
	Iteration 9Q: 3 clusters Score -6715322 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -6716411.000000 Penalty: 5338.865723
	Iteration 10Q: 3 clusters Score -6716411 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -6717269.000000 Penalty: 5338.865723
	Iteration 11Q: 3 clusters Score -6717269 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -6717981.500000 Penalty: 5338.865723
	Iteration 12Q: 3 clusters Score -6717982 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -6718542.000000 Penalty: 5338.865723
	Iteration 13Q: 3 clusters Score -6718542 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -6719097.500000 Penalty: 5338.865723
	Iteration 14Q: 3 clusters Score -6719098 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -6719556.500000 Penalty: 5338.865723
	Iteration 15Q: 3 clusters Score -6719556 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -6719974.000000 Penalty: 5338.865723
	Iteration 16Q: 3 clusters Score -6719974 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6720333.000000 Penalty: 5338.865723
	Iteration 17Q: 3 clusters Score -6720333 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6720542.000000 Penalty: 5338.865723
	Iteration 18Q: 3 clusters Score -6720542 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6720696.500000 Penalty: 5338.865723
	Iteration 19Q: 3 clusters Score -6720696 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -6720814.000000 Penalty: 5338.865723
	Iteration 20F: 3 clusters Score -6720814 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6720871.500000 Penalty: 5338.865723
	Iteration 21Q: 3 clusters Score -6720872 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6720939.500000 Penalty: 5338.865723
	Iteration 22Q: 3 clusters Score -6720940 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6720982.000000 Penalty: 5338.865723
	Iteration 23Q: 3 clusters Score -6720982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6721011.500000 Penalty: 5338.865723
	Iteration 24Q: 3 clusters Score -6721012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6721036.500000 Penalty: 5338.865723
	Iteration 25Q: 3 clusters Score -6721036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6721061.500000 Penalty: 5338.865723
	Iteration 26Q: 3 clusters Score -6721062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6721059.000000 Penalty: 5338.865723
	Iteration 27Q: 3 clusters Score -6721059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6721074.000000 Penalty: 5338.865723
	Iteration 28Q: 3 clusters Score -6721074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6721085.500000 Penalty: 5338.865723
	Iteration 29Q: 3 clusters Score -6721086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6721090.000000 Penalty: 5338.865723
	Iteration 30Q: 3 clusters Score -6721090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6721113.000000 Penalty: 5338.865723
	Iteration 31Q: 3 clusters Score -6721113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6721130.000000 Penalty: 5338.865723
	Iteration 32Q: 3 clusters Score -6721130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6721132.500000 Penalty: 5338.865723
	Iteration 33Q: 3 clusters Score -6721132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6721142.500000 Penalty: 5338.865723
	Iteration 34Q: 3 clusters Score -6721142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6721159.000000 Penalty: 5338.865723
	Iteration 35Q: 3 clusters Score -6721159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6721163.000000 Penalty: 5338.865723
	Iteration 36Q: 3 clusters Score -6721163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6721173.500000 Penalty: 5338.865723
	Iteration 37Q: 3 clusters Score -6721174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6721195.500000 Penalty: 5338.865723
	Iteration 38Q: 3 clusters Score -6721196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6721200.500000 Penalty: 5338.865723
	Iteration 39Q: 3 clusters Score -6721200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6721200.000000 Penalty: 5338.865723
	Iteration 40F: 3 clusters Score -6721200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6721215.000000 Penalty: 5338.865723
	Iteration 41Q: 3 clusters Score -6721215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6721210.000000 Penalty: 5338.865723
	Iteration 42Q: 3 clusters Score -6721210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6721225.000000 Penalty: 5338.865723
	Iteration 43Q: 3 clusters Score -6721225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6721237.500000 Penalty: 5338.865723
	Iteration 44Q: 3 clusters Score -6721238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6721257.000000 Penalty: 5338.865723
	Iteration 45Q: 3 clusters Score -6721257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6721260.500000 Penalty: 5338.865723
	Iteration 46Q: 3 clusters Score -6721260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6721262.000000 Penalty: 5338.865723
	Iteration 47Q: 3 clusters Score -6721262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6721268.000000 Penalty: 5338.865723
	Iteration 48Q: 3 clusters Score -6721268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6721270.500000 Penalty: 5338.865723
	Iteration 49Q: 3 clusters Score -6721270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6721260.000000 Penalty: 5338.865723
	Iteration 50Q: 3 clusters Score -6721260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6721264.000000 Penalty: 5338.865723
	Iteration 51Q: 3 clusters Score -6721264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6721265.000000 Penalty: 5338.865723
	Iteration 52Q: 3 clusters Score -6721265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6721265.000000 Penalty: 5338.865723
	Iteration 53F: 3 clusters Score -6721265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (95574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Entering Unmasked Estep 
Score: -13583472.000000 Penalty: 2843.978760
	Iteration 0F: 2 clusters Score -1.358347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -13519834.000000 Penalty: 5687.957520
	Iteration 0F: 3 clusters Score -1.351983e+07 nChanged 44882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -13544861.000000 Penalty: 5687.957520
	Iteration 1F: 3 clusters Score -1.354486e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -13545730.000000 Penalty: 5687.957520
	Iteration 2Q: 3 clusters Score -1.354573e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -13546870.000000 Penalty: 5687.957520
	Iteration 3Q: 3 clusters Score -1.354687e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -13548326.000000 Penalty: 5687.957520
	Iteration 4Q: 3 clusters Score -1.354833e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -13550113.000000 Penalty: 5687.957520
	Iteration 5Q: 3 clusters Score -1.355011e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -13552353.000000 Penalty: 5687.957520
	Iteration 6Q: 3 clusters Score -1.355235e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -13555657.000000 Penalty: 5687.957520
	Iteration 7F: 3 clusters Score -1.355566e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -13560260.000000 Penalty: 5687.957520
	Iteration 8F: 3 clusters Score -1.356026e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78410 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -13565827.000000 Penalty: 5687.957520
	Iteration 9F: 3 clusters Score -1.356583e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -13571356.000000 Penalty: 5687.957520
	Iteration 10F: 3 clusters Score -1.357136e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -13575625.000000 Penalty: 5687.957520
	Iteration 11F: 3 clusters Score -1.357562e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -13578296.000000 Penalty: 5687.957520
	Iteration 12Q: 3 clusters Score -1.35783e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94128 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13579614.000000 Penalty: 5687.957520
	Iteration 13Q: 3 clusters Score -1.357961e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94788 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -13580254.000000 Penalty: 5687.957520
	Iteration 14Q: 3 clusters Score -1.358025e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95069 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -13580575.000000 Penalty: 5687.957520
	Iteration 15Q: 3 clusters Score -1.358058e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13580721.000000 Penalty: 5687.957520
	Iteration 16Q: 3 clusters Score -1.358072e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -13580788.000000 Penalty: 5687.957520
	Iteration 17Q: 3 clusters Score -1.358079e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13580819.000000 Penalty: 5687.957520
	Iteration 18Q: 3 clusters Score -1.358082e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13580861.000000 Penalty: 5687.957520
	Iteration 19Q: 3 clusters Score -1.358086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95281 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -13580870.000000 Penalty: 5687.957520
	Iteration 20F: 3 clusters Score -1.358087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13580888.000000 Penalty: 5687.957520
	Iteration 21Q: 3 clusters Score -1.358089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13580893.000000 Penalty: 5687.957520
	Iteration 22Q: 3 clusters Score -1.358089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13580903.000000 Penalty: 5687.957520
	Iteration 23Q: 3 clusters Score -1.35809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13580910.000000 Penalty: 5687.957520
	Iteration 24Q: 3 clusters Score -1.358091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13580909.000000 Penalty: 5687.957520
	Iteration 25Q: 3 clusters Score -1.358091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13580909.000000 Penalty: 5687.957520
	Iteration 26F: 3 clusters Score -1.358091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -135016.796875 Penalty: 1738.109375
	Iteration 0F: 2 clusters Score -135016.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -133059.296875 Penalty: 3476.218750
	Iteration 0F: 3 clusters Score -133059.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133638.296875 Penalty: 3476.218750
	Iteration 1F: 3 clusters Score -133638.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134119.062500 Penalty: 3476.218750
	Iteration 2F: 3 clusters Score -134119.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -134684.578125 Penalty: 3476.218750
	Iteration 3F: 3 clusters Score -134684.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135363.750000 Penalty: 3476.218750
	Iteration 4F: 3 clusters Score -135363.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -135980.140625 Penalty: 3476.218750
	Iteration 5F: 3 clusters Score -135980.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -136752.812500 Penalty: 3476.218750
	Iteration 6Q: 3 clusters Score -136752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -136760.109375 Penalty: 3476.218750
	Iteration 7Q: 3 clusters Score -136760.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -136760.109375 Penalty: 3476.218750
	Iteration 8F: 3 clusters Score -136760.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 165154 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47280 members 
Mstep: Class 8 contains 95574 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 181880 members 
Mstep: Class 11 contains 145625 members 
Mstep: Class 12 contains 12513 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 163185 members 
Mstep: Class 17 contains 6531 members 
Mstep: Class 18 contains 36565 members 
Mstep: Class 19 contains 98294 members 
Mstep: Class 20 contains 509 members 
Mstep: Class 21 contains 40342 members 
Mstep: Class 22 contains 34907 members 
Entering Unmasked Estep 
Score: -147016640.000000 Penalty: 75686.148438
Splitting cluster 9 changes total score from -147016480.000000 to -147016640.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (181880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181880 members 
Entering Unmasked Estep 
Score: -25857926.000000 Penalty: 3003.553223
	Iteration 0F: 2 clusters Score -2.585793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 91221 members 
Entering Unmasked Estep 
Score: -25760808.000000 Penalty: 6007.106445
	Iteration 0F: 3 clusters Score -2.576081e+07 nChanged 87110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88357 members 
Mstep: Class 2 contains 93523 members 
Entering Unmasked Estep 
Score: -25812268.000000 Penalty: 6007.106445
	Iteration 1F: 3 clusters Score -2.581227e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -25813642.000000 Penalty: 6007.106445
	Iteration 2Q: 3 clusters Score -2.581364e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84835 members 
Mstep: Class 2 contains 97045 members 
Entering Unmasked Estep 
Score: -25815542.000000 Penalty: 6007.106445
	Iteration 3Q: 3 clusters Score -2.581554e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
Score: -25817900.000000 Penalty: 6007.106445
	Iteration 4Q: 3 clusters Score -2.58179e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 105343 members 
Entering Unmasked Estep 
Score: -25821448.000000 Penalty: 6007.106445
	Iteration 5Q: 3 clusters Score -2.582145e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 112505 members 
Entering Unmasked Estep 
Score: -25826050.000000 Penalty: 6007.106445
	Iteration 6F: 3 clusters Score -2.582605e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 121802 members 
Entering Unmasked Estep 
Score: -25832262.000000 Penalty: 6007.106445
	Iteration 7F: 3 clusters Score -2.583226e+07 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 132503 members 
Entering Unmasked Estep 
Score: -25839638.000000 Penalty: 6007.106445
	Iteration 8F: 3 clusters Score -2.583964e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 143021 members 
Entering Unmasked Estep 
Score: -25846906.000000 Penalty: 6007.106445
	Iteration 9F: 3 clusters Score -2.584691e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 151590 members 
Entering Unmasked Estep 
Score: -25852544.000000 Penalty: 6007.106445
	Iteration 10F: 3 clusters Score -2.585254e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 157727 members 
Entering Unmasked Estep 
Score: -25856140.000000 Penalty: 6007.106445
	Iteration 11Q: 3 clusters Score -2.585614e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 162027 members 
Entering Unmasked Estep 
Score: -25857716.000000 Penalty: 6007.106445
	Iteration 12Q: 3 clusters Score -2.585772e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 165222 members 
Entering Unmasked Estep 
Score: -25858610.000000 Penalty: 6007.106445
	Iteration 13Q: 3 clusters Score -2.585861e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -25859004.000000 Penalty: 6007.106445
	Iteration 14Q: 3 clusters Score -2.5859e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 169804 members 
Entering Unmasked Estep 
Score: -25859162.000000 Penalty: 6007.106445
	Iteration 15Q: 3 clusters Score -2.585916e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -25859020.000000 Penalty: 6007.106445
	Iteration 16Q: 3 clusters Score -2.585902e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 173012 members 
Entering Unmasked Estep 
Score: -25858798.000000 Penalty: 6007.106445
	Iteration 17Q: 3 clusters Score -2.58588e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 174251 members 
Entering Unmasked Estep 
Score: -25858578.000000 Penalty: 6007.106445
	Iteration 18Q: 3 clusters Score -2.585858e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 175283 members 
Entering Unmasked Estep 
Score: -25858406.000000 Penalty: 6007.106445
	Iteration 19Q: 3 clusters Score -2.585841e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 176167 members 
Entering Unmasked Estep 
Score: -25858242.000000 Penalty: 6007.106445
	Iteration 20F: 3 clusters Score -2.585824e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 176923 members 
Entering Unmasked Estep 
Score: -25858018.000000 Penalty: 6007.106445
	Iteration 21Q: 3 clusters Score -2.585802e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 177588 members 
Entering Unmasked Estep 
Score: -25857792.000000 Penalty: 6007.106445
	Iteration 22Q: 3 clusters Score -2.585779e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 178145 members 
Entering Unmasked Estep 
Score: -25857572.000000 Penalty: 6007.106445
	Iteration 23Q: 3 clusters Score -2.585757e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 178583 members 
Entering Unmasked Estep 
Score: -25857404.000000 Penalty: 6007.106445
	Iteration 24Q: 3 clusters Score -2.58574e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 178926 members 
Entering Unmasked Estep 
Score: -25857284.000000 Penalty: 6007.106445
	Iteration 25Q: 3 clusters Score -2.585728e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 179183 members 
Entering Unmasked Estep 
Score: -25857138.000000 Penalty: 6007.106445
	Iteration 26Q: 3 clusters Score -2.585714e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 179404 members 
Entering Unmasked Estep 
Score: -25856974.000000 Penalty: 6007.106445
	Iteration 27Q: 3 clusters Score -2.585697e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 179587 members 
Entering Unmasked Estep 
Score: -25856858.000000 Penalty: 6007.106445
	Iteration 28Q: 3 clusters Score -2.585686e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 179751 members 
Entering Unmasked Estep 
Score: -25856730.000000 Penalty: 6007.106445
	Iteration 29Q: 3 clusters Score -2.585673e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 179886 members 
Entering Unmasked Estep 
Score: -25856724.000000 Penalty: 6007.106445
	Iteration 30Q: 3 clusters Score -2.585672e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 180005 members 
Entering Unmasked Estep 
Score: -25856626.000000 Penalty: 6007.106445
	Iteration 31Q: 3 clusters Score -2.585663e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 180095 members 
Entering Unmasked Estep 
Score: -25856566.000000 Penalty: 6007.106445
	Iteration 32Q: 3 clusters Score -2.585657e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 180162 members 
Entering Unmasked Estep 
Score: -25856552.000000 Penalty: 6007.106445
	Iteration 33Q: 3 clusters Score -2.585655e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 180216 members 
Entering Unmasked Estep 
Score: -25856522.000000 Penalty: 6007.106445
	Iteration 34Q: 3 clusters Score -2.585652e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 180273 members 
Entering Unmasked Estep 
Score: -25856504.000000 Penalty: 6007.106445
	Iteration 35Q: 3 clusters Score -2.58565e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 180320 members 
Entering Unmasked Estep 
Score: -25856476.000000 Penalty: 6007.106445
	Iteration 36Q: 3 clusters Score -2.585648e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 180365 members 
Entering Unmasked Estep 
Score: -25856472.000000 Penalty: 6007.106445
	Iteration 37Q: 3 clusters Score -2.585647e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 180393 members 
Entering Unmasked Estep 
Score: -25856464.000000 Penalty: 6007.106445
	Iteration 38Q: 3 clusters Score -2.585646e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 180423 members 
Entering Unmasked Estep 
Score: -25856458.000000 Penalty: 6007.106445
	Iteration 39Q: 3 clusters Score -2.585646e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 180456 members 
Entering Unmasked Estep 
Score: -25856442.000000 Penalty: 6007.106445
	Iteration 40F: 3 clusters Score -2.585644e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 180478 members 
Entering Unmasked Estep 
Score: -25856432.000000 Penalty: 6007.106445
	Iteration 41Q: 3 clusters Score -2.585643e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 180505 members 
Entering Unmasked Estep 
Score: -25856388.000000 Penalty: 6007.106445
	Iteration 42Q: 3 clusters Score -2.585639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 180527 members 
Entering Unmasked Estep 
Score: -25856390.000000 Penalty: 6007.106445
	Iteration 43Q: 3 clusters Score -2.585639e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 180559 members 
Entering Unmasked Estep 
Score: -25856402.000000 Penalty: 6007.106445
	Iteration 44Q: 3 clusters Score -2.58564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 180580 members 
Entering Unmasked Estep 
Score: -25856394.000000 Penalty: 6007.106445
	Iteration 45Q: 3 clusters Score -2.585639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 180596 members 
Entering Unmasked Estep 
Score: -25856392.000000 Penalty: 6007.106445
	Iteration 46Q: 3 clusters Score -2.585639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 180610 members 
Entering Unmasked Estep 
Score: -25856406.000000 Penalty: 6007.106445
	Iteration 47Q: 3 clusters Score -2.585641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 180620 members 
Entering Unmasked Estep 
Score: -25856426.000000 Penalty: 6007.106445
	Iteration 48Q: 3 clusters Score -2.585643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 180628 members 
Entering Unmasked Estep 
Score: -25856416.000000 Penalty: 6007.106445
	Iteration 49Q: 3 clusters Score -2.585642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 180633 members 
Entering Unmasked Estep 
Score: -25856420.000000 Penalty: 6007.106445
	Iteration 50Q: 3 clusters Score -2.585642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 180639 members 
Entering Unmasked Estep 
Score: -25856448.000000 Penalty: 6007.106445
	Iteration 51Q: 3 clusters Score -2.585645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 180649 members 
Entering Unmasked Estep 
Score: -25856434.000000 Penalty: 6007.106445
	Iteration 52Q: 3 clusters Score -2.585643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 180656 members 
Entering Unmasked Estep 
Score: -25856444.000000 Penalty: 6007.106445
	Iteration 53Q: 3 clusters Score -2.585644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 180660 members 
Entering Unmasked Estep 
Score: -25856434.000000 Penalty: 6007.106445
	Iteration 54Q: 3 clusters Score -2.585643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 180666 members 
Entering Unmasked Estep 
Score: -25856452.000000 Penalty: 6007.106445
	Iteration 55Q: 3 clusters Score -2.585645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 180672 members 
Entering Unmasked Estep 
Score: -25856430.000000 Penalty: 6007.106445
	Iteration 56Q: 3 clusters Score -2.585643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 180675 members 
Entering Unmasked Estep 
Score: -25856436.000000 Penalty: 6007.106445
	Iteration 57Q: 3 clusters Score -2.585644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 180675 members 
Entering Unmasked Estep 
Score: -25856432.000000 Penalty: 6007.106445
	Iteration 58Q: 3 clusters Score -2.585643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 180676 members 
Entering Unmasked Estep 
Score: -25856426.000000 Penalty: 6007.106445
	Iteration 59Q: 3 clusters Score -2.585643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 180677 members 
Entering Unmasked Estep 
Score: -25856428.000000 Penalty: 6007.106445
	Iteration 60F: 3 clusters Score -2.585643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 180678 members 
Entering Unmasked Estep 
Score: -25856432.000000 Penalty: 6007.106445
	Iteration 61Q: 3 clusters Score -2.585643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 180680 members 
Entering Unmasked Estep 
Score: -25856446.000000 Penalty: 6007.106445
	Iteration 62Q: 3 clusters Score -2.585645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 180683 members 
Entering Unmasked Estep 
Score: -25856442.000000 Penalty: 6007.106445
	Iteration 63Q: 3 clusters Score -2.585644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 180685 members 
Entering Unmasked Estep 
Score: -25856452.000000 Penalty: 6007.106445
	Iteration 64Q: 3 clusters Score -2.585645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 180685 members 
Entering Unmasked Estep 
Score: -25856452.000000 Penalty: 6007.106445
	Iteration 65F: 3 clusters Score -2.585645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145625 members 
Entering Unmasked Estep 
Score: -20661994.000000 Penalty: 2948.419922
	Iteration 0F: 2 clusters Score -2.066199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73307 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -20567192.000000 Penalty: 5896.839844
	Iteration 0F: 3 clusters Score -2.056719e+07 nChanged 69285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80822 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -20609002.000000 Penalty: 5896.839844
	Iteration 1F: 3 clusters Score -2.0609e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -20611482.000000 Penalty: 5896.839844
	Iteration 2Q: 3 clusters Score -2.061148e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92545 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -20615468.000000 Penalty: 5896.839844
	Iteration 3F: 3 clusters Score -2.061547e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102138 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -20622258.000000 Penalty: 5896.839844
	Iteration 4F: 3 clusters Score -2.062226e+07 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114056 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -20632482.000000 Penalty: 5896.839844
	Iteration 5F: 3 clusters Score -2.063248e+07 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125910 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -20643820.000000 Penalty: 5896.839844
	Iteration 6F: 3 clusters Score -2.064382e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134915 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -20652452.000000 Penalty: 5896.839844
	Iteration 7F: 3 clusters Score -2.065245e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139898 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -20656990.000000 Penalty: 5896.839844
	Iteration 8Q: 3 clusters Score -2.065699e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142185 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -20658846.000000 Penalty: 5896.839844
	Iteration 9Q: 3 clusters Score -2.065885e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143258 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -20659448.000000 Penalty: 5896.839844
	Iteration 10Q: 3 clusters Score -2.065945e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143788 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -20659816.000000 Penalty: 5896.839844
	Iteration 11Q: 3 clusters Score -2.065982e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -20659968.000000 Penalty: 5896.839844
	Iteration 12Q: 3 clusters Score -2.065997e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144208 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -20660072.000000 Penalty: 5896.839844
	Iteration 13Q: 3 clusters Score -2.066007e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144305 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -20660148.000000 Penalty: 5896.839844
	Iteration 14Q: 3 clusters Score -2.066015e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144367 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -20660170.000000 Penalty: 5896.839844
	Iteration 15Q: 3 clusters Score -2.066017e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144399 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -20660174.000000 Penalty: 5896.839844
	Iteration 16Q: 3 clusters Score -2.066017e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144423 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -20660210.000000 Penalty: 5896.839844
	Iteration 17Q: 3 clusters Score -2.066021e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144436 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -20660228.000000 Penalty: 5896.839844
	Iteration 18Q: 3 clusters Score -2.066023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144446 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -20660232.000000 Penalty: 5896.839844
	Iteration 19Q: 3 clusters Score -2.066023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144450 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -20660230.000000 Penalty: 5896.839844
	Iteration 20F: 3 clusters Score -2.066023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144456 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -20660236.000000 Penalty: 5896.839844
	Iteration 21Q: 3 clusters Score -2.066024e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144462 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20660232.000000 Penalty: 5896.839844
	Iteration 22Q: 3 clusters Score -2.066023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -20660240.000000 Penalty: 5896.839844
	Iteration 23Q: 3 clusters Score -2.066024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144474 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -20660238.000000 Penalty: 5896.839844
	Iteration 24Q: 3 clusters Score -2.066024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144478 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -20660246.000000 Penalty: 5896.839844
	Iteration 25Q: 3 clusters Score -2.066025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144481 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -20660246.000000 Penalty: 5896.839844
	Iteration 26Q: 3 clusters Score -2.066025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144481 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -20660248.000000 Penalty: 5896.839844
	Iteration 27Q: 3 clusters Score -2.066025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144482 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -20660264.000000 Penalty: 5896.839844
	Iteration 28Q: 3 clusters Score -2.066026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144481 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -20660270.000000 Penalty: 5896.839844
	Iteration 29Q: 3 clusters Score -2.066027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144481 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -20660270.000000 Penalty: 5896.839844
	Iteration 30F: 3 clusters Score -2.066027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Entering Unmasked Estep 
Score: -1791811.500000 Penalty: 2339.761963
	Iteration 0F: 2 clusters Score -1791812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1782624.750000 Penalty: 4679.523926
	Iteration 0F: 3 clusters Score -1782625 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1785295.500000 Penalty: 4679.523926
	Iteration 1F: 3 clusters Score -1785296 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1785586.375000 Penalty: 4679.523926
	Iteration 2F: 3 clusters Score -1785586 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1785813.250000 Penalty: 4679.523926
	Iteration 3Q: 3 clusters Score -1785813 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1786010.375000 Penalty: 4679.523926
	Iteration 4Q: 3 clusters Score -1786010 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1786182.125000 Penalty: 4679.523926
	Iteration 5Q: 3 clusters Score -1786182 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1786375.000000 Penalty: 4679.523926
	Iteration 6Q: 3 clusters Score -1786375 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1786558.125000 Penalty: 4679.523926
	Iteration 7Q: 3 clusters Score -1786558 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1786810.375000 Penalty: 4679.523926
	Iteration 8Q: 3 clusters Score -1786810 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1787123.750000 Penalty: 4679.523926
	Iteration 9Q: 3 clusters Score -1787124 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1787541.125000 Penalty: 4679.523926
	Iteration 10Q: 3 clusters Score -1787541 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1787969.500000 Penalty: 4679.523926
	Iteration 11Q: 3 clusters Score -1787970 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1788406.125000 Penalty: 4679.523926
	Iteration 12Q: 3 clusters Score -1788406 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1788826.875000 Penalty: 4679.523926
	Iteration 13Q: 3 clusters Score -1788827 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1789168.500000 Penalty: 4679.523926
	Iteration 14Q: 3 clusters Score -1789168 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1789409.625000 Penalty: 4679.523926
	Iteration 15Q: 3 clusters Score -1789410 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1789542.625000 Penalty: 4679.523926
	Iteration 16Q: 3 clusters Score -1789543 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1789619.125000 Penalty: 4679.523926
	Iteration 17Q: 3 clusters Score -1789619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1789676.875000 Penalty: 4679.523926
	Iteration 18Q: 3 clusters Score -1789677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1789713.250000 Penalty: 4679.523926
	Iteration 19Q: 3 clusters Score -1789713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1789733.625000 Penalty: 4679.523926
	Iteration 20F: 3 clusters Score -1789734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1789750.750000 Penalty: 4679.523926
	Iteration 21Q: 3 clusters Score -1789751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1789762.000000 Penalty: 4679.523926
	Iteration 22Q: 3 clusters Score -1789762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1789767.250000 Penalty: 4679.523926
	Iteration 23Q: 3 clusters Score -1789767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1789783.625000 Penalty: 4679.523926
	Iteration 24Q: 3 clusters Score -1789784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1789787.875000 Penalty: 4679.523926
	Iteration 25Q: 3 clusters Score -1789788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1789789.500000 Penalty: 4679.523926
	Iteration 26Q: 3 clusters Score -1789790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1789789.500000 Penalty: 4679.523926
	Iteration 27F: 3 clusters Score -1789790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -52962.316406 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -52962.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51573.132812 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -51573.13 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51806.582031 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -51806.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51875.339844 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -51875.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51917.785156 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -51917.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51973.105469 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -51973.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52077.828125 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -52077.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52114.156250 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -52114.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -52126.375000 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -52126.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -52155.265625 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -52155.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -52168.710938 Penalty: 2994.783936
	Iteration 9Q: 3 clusters Score -52168.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -52182.941406 Penalty: 2994.783936
	Iteration 10Q: 3 clusters Score -52182.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -52192.800781 Penalty: 2994.783936
	Iteration 11Q: 3 clusters Score -52192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -52204.746094 Penalty: 2994.783936
	Iteration 12Q: 3 clusters Score -52204.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -52210.664062 Penalty: 2994.783936
	Iteration 13Q: 3 clusters Score -52210.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -52210.664062 Penalty: 2994.783936
	Iteration 14F: 3 clusters Score -52210.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -261258.250000 Penalty: 1869.018311
	Iteration 0F: 2 clusters Score -261258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -258683.468750 Penalty: 3738.036621
	Iteration 0F: 3 clusters Score -258683.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -259162.437500 Penalty: 3738.036621
	Iteration 1F: 3 clusters Score -259162.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -259336.875000 Penalty: 3738.036621
	Iteration 2F: 3 clusters Score -259336.9 nChanged 104
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: -259514.453125 Penalty: 3738.036621
	Iteration 3F: 3 clusters Score -259514.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -259689.609375 Penalty: 3738.036621
	Iteration 4Q: 3 clusters Score -259689.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -259805.406250 Penalty: 3738.036621
	Iteration 5Q: 3 clusters Score -259805.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -259909.734375 Penalty: 3738.036621
	Iteration 6Q: 3 clusters Score -259909.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -260007.609375 Penalty: 3738.036621
	Iteration 7Q: 3 clusters Score -260007.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -260105.156250 Penalty: 3738.036621
	Iteration 8Q: 3 clusters Score -260105.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -260262.906250 Penalty: 3738.036621
	Iteration 9Q: 3 clusters Score -260262.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -260493.578125 Penalty: 3738.036621
	Iteration 10Q: 3 clusters Score -260493.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -260948.265625 Penalty: 3738.036621
	Iteration 11Q: 3 clusters Score -260948.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -261541.062500 Penalty: 3738.036621
	Iteration 12Q: 3 clusters Score -261541.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -261686.812500 Penalty: 3738.036621
	Iteration 13Q: 3 clusters Score -261686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -261693.593750 Penalty: 3738.036621
	Iteration 14Q: 3 clusters Score -261693.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -261693.593750 Penalty: 3738.036621
	Iteration 15F: 3 clusters Score -261693.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 165154 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47280 members 
Mstep: Class 8 contains 95574 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 181880 members 
Mstep: Class 11 contains 145625 members 
Mstep: Class 12 contains 12513 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 689 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 163185 members 
Mstep: Class 17 contains 6531 members 
Mstep: Class 18 contains 36565 members 
Mstep: Class 19 contains 98294 members 
Mstep: Class 20 contains 509 members 
Mstep: Class 21 contains 40342 members 
Mstep: Class 22 contains 34907 members 
Mstep: Class 23 contains 1186 members 
Entering Unmasked Estep 
Score: -147015584.000000 Penalty: 79126.429688
Splitting cluster 14 changes total score from -147016480.000000 to -147015584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -22770.515625 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -22770.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21676.154297 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -21676.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21798.669922 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -21798.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21852.115234 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -21852.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21860.603516 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -21860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21892.359375 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -21892.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21913.968750 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -21913.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21916.074219 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -21916.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21916.074219 Penalty: 2666.138184
	Iteration 7F: 3 clusters Score -21916.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (163185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163185 members 
Entering Unmasked Estep 
Score: -22860170.000000 Penalty: 2976.654785
	Iteration 0F: 2 clusters Score -2.286017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81506 members 
Mstep: Class 2 contains 81679 members 
Entering Unmasked Estep 
Score: -22758606.000000 Penalty: 5953.309570
	Iteration 0F: 3 clusters Score -2.275861e+07 nChanged 77877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 81396 members 
Entering Unmasked Estep 
Score: -22803924.000000 Penalty: 5953.309570
	Iteration 1F: 3 clusters Score -2.280392e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 81264 members 
Entering Unmasked Estep 
Score: -22805346.000000 Penalty: 5953.309570
	Iteration 2Q: 3 clusters Score -2.280535e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -22807496.000000 Penalty: 5953.309570
	Iteration 3Q: 3 clusters Score -2.28075e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -22810786.000000 Penalty: 5953.309570
	Iteration 4Q: 3 clusters Score -2.281079e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -22815308.000000 Penalty: 5953.309570
	Iteration 5F: 3 clusters Score -2.281531e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87589 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -22821692.000000 Penalty: 5953.309570
	Iteration 6F: 3 clusters Score -2.282169e+07 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -22829416.000000 Penalty: 5953.309570
	Iteration 7F: 3 clusters Score -2.282942e+07 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97178 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -22837552.000000 Penalty: 5953.309570
	Iteration 8F: 3 clusters Score -2.283755e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -22845296.000000 Penalty: 5953.309570
	Iteration 9F: 3 clusters Score -2.28453e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108313 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -22850220.000000 Penalty: 5953.309570
	Iteration 10Q: 3 clusters Score -2.285022e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113507 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -22853018.000000 Penalty: 5953.309570
	Iteration 11Q: 3 clusters Score -2.285302e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -22855266.000000 Penalty: 5953.309570
	Iteration 12Q: 3 clusters Score -2.285527e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123682 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -22857172.000000 Penalty: 5953.309570
	Iteration 13Q: 3 clusters Score -2.285717e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128361 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -22858964.000000 Penalty: 5953.309570
	Iteration 14Q: 3 clusters Score -2.285896e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132360 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -22860216.000000 Penalty: 5953.309570
	Iteration 15Q: 3 clusters Score -2.286022e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135820 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -22861540.000000 Penalty: 5953.309570
	Iteration 16Q: 3 clusters Score -2.286154e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138814 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -22862300.000000 Penalty: 5953.309570
	Iteration 17Q: 3 clusters Score -2.28623e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141233 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -22862760.000000 Penalty: 5953.309570
	Iteration 18Q: 3 clusters Score -2.286276e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143246 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -22863060.000000 Penalty: 5953.309570
	Iteration 19Q: 3 clusters Score -2.286306e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144921 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -22863122.000000 Penalty: 5953.309570
	Iteration 20F: 3 clusters Score -2.286312e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146442 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -22863260.000000 Penalty: 5953.309570
	Iteration 21Q: 3 clusters Score -2.286326e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147826 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -22863224.000000 Penalty: 5953.309570
	Iteration 22Q: 3 clusters Score -2.286322e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148969 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -22863030.000000 Penalty: 5953.309570
	Iteration 23Q: 3 clusters Score -2.286303e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149975 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -22862900.000000 Penalty: 5953.309570
	Iteration 24Q: 3 clusters Score -2.28629e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150859 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -22862808.000000 Penalty: 5953.309570
	Iteration 25Q: 3 clusters Score -2.286281e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151606 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -22862608.000000 Penalty: 5953.309570
	Iteration 26Q: 3 clusters Score -2.286261e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152306 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -22862492.000000 Penalty: 5953.309570
	Iteration 27Q: 3 clusters Score -2.286249e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152953 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -22862356.000000 Penalty: 5953.309570
	Iteration 28Q: 3 clusters Score -2.286236e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153524 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -22862172.000000 Penalty: 5953.309570
	Iteration 29Q: 3 clusters Score -2.286217e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -22861994.000000 Penalty: 5953.309570
	Iteration 30Q: 3 clusters Score -2.286199e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -22861878.000000 Penalty: 5953.309570
	Iteration 31Q: 3 clusters Score -2.286188e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154851 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -22861742.000000 Penalty: 5953.309570
	Iteration 32Q: 3 clusters Score -2.286174e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -22861574.000000 Penalty: 5953.309570
	Iteration 33Q: 3 clusters Score -2.286157e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155575 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -22861474.000000 Penalty: 5953.309570
	Iteration 34Q: 3 clusters Score -2.286147e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -22861328.000000 Penalty: 5953.309570
	Iteration 35Q: 3 clusters Score -2.286133e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156143 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -22861218.000000 Penalty: 5953.309570
	Iteration 36Q: 3 clusters Score -2.286122e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156385 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -22861118.000000 Penalty: 5953.309570
	Iteration 37Q: 3 clusters Score -2.286112e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156593 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -22861020.000000 Penalty: 5953.309570
	Iteration 38Q: 3 clusters Score -2.286102e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156793 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -22860948.000000 Penalty: 5953.309570
	Iteration 39Q: 3 clusters Score -2.286095e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156981 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -22860886.000000 Penalty: 5953.309570
	Iteration 40F: 3 clusters Score -2.286089e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -22860844.000000 Penalty: 5953.309570
	Iteration 41Q: 3 clusters Score -2.286084e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157340 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -22860760.000000 Penalty: 5953.309570
	Iteration 42Q: 3 clusters Score -2.286076e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157490 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -22860620.000000 Penalty: 5953.309570
	Iteration 43Q: 3 clusters Score -2.286062e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157617 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -22860580.000000 Penalty: 5953.309570
	Iteration 44Q: 3 clusters Score -2.286058e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157734 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -22860534.000000 Penalty: 5953.309570
	Iteration 45Q: 3 clusters Score -2.286053e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157856 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -22860470.000000 Penalty: 5953.309570
	Iteration 46Q: 3 clusters Score -2.286047e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157962 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -22860432.000000 Penalty: 5953.309570
	Iteration 47Q: 3 clusters Score -2.286043e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158060 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -22860382.000000 Penalty: 5953.309570
	Iteration 48Q: 3 clusters Score -2.286038e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158152 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -22860314.000000 Penalty: 5953.309570
	Iteration 49Q: 3 clusters Score -2.286031e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158256 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -22860280.000000 Penalty: 5953.309570
	Iteration 50Q: 3 clusters Score -2.286028e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158356 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -22860216.000000 Penalty: 5953.309570
	Iteration 51Q: 3 clusters Score -2.286022e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158457 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -22860160.000000 Penalty: 5953.309570
	Iteration 52Q: 3 clusters Score -2.286016e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158553 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -22860126.000000 Penalty: 5953.309570
	Iteration 53Q: 3 clusters Score -2.286013e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158640 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -22860126.000000 Penalty: 5953.309570
	Iteration 54Q: 3 clusters Score -2.286013e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158715 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -22860050.000000 Penalty: 5953.309570
	Iteration 55Q: 3 clusters Score -2.286005e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -22860066.000000 Penalty: 5953.309570
	Iteration 56Q: 3 clusters Score -2.286007e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158868 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -22860032.000000 Penalty: 5953.309570
	Iteration 57Q: 3 clusters Score -2.286003e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158947 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -22859952.000000 Penalty: 5953.309570
	Iteration 58Q: 3 clusters Score -2.285995e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159009 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -22859924.000000 Penalty: 5953.309570
	Iteration 59Q: 3 clusters Score -2.285992e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -22859890.000000 Penalty: 5953.309570
	Iteration 60F: 3 clusters Score -2.285989e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159114 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -22859828.000000 Penalty: 5953.309570
	Iteration 61Q: 3 clusters Score -2.285983e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159166 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -22859792.000000 Penalty: 5953.309570
	Iteration 62Q: 3 clusters Score -2.285979e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159209 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -22859752.000000 Penalty: 5953.309570
	Iteration 63Q: 3 clusters Score -2.285975e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159247 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -22859708.000000 Penalty: 5953.309570
	Iteration 64Q: 3 clusters Score -2.285971e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159273 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -22859700.000000 Penalty: 5953.309570
	Iteration 65Q: 3 clusters Score -2.28597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159292 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -22859692.000000 Penalty: 5953.309570
	Iteration 66Q: 3 clusters Score -2.285969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159319 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -22859674.000000 Penalty: 5953.309570
	Iteration 67Q: 3 clusters Score -2.285967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159344 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -22859678.000000 Penalty: 5953.309570
	Iteration 68Q: 3 clusters Score -2.285968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -22859678.000000 Penalty: 5953.309570
	Iteration 69Q: 3 clusters Score -2.285968e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159394 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -22859694.000000 Penalty: 5953.309570
	Iteration 70Q: 3 clusters Score -2.285969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -22859680.000000 Penalty: 5953.309570
	Iteration 71Q: 3 clusters Score -2.285968e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159450 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -22859670.000000 Penalty: 5953.309570
	Iteration 72Q: 3 clusters Score -2.285967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -22859648.000000 Penalty: 5953.309570
	Iteration 73Q: 3 clusters Score -2.285965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159503 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -22859654.000000 Penalty: 5953.309570
	Iteration 74Q: 3 clusters Score -2.285965e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159530 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -22859654.000000 Penalty: 5953.309570
	Iteration 75Q: 3 clusters Score -2.285965e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159558 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -22859632.000000 Penalty: 5953.309570
	Iteration 76Q: 3 clusters Score -2.285963e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -22859608.000000 Penalty: 5953.309570
	Iteration 77Q: 3 clusters Score -2.285961e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159631 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -22859610.000000 Penalty: 5953.309570
	Iteration 78Q: 3 clusters Score -2.285961e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159672 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -22859596.000000 Penalty: 5953.309570
	Iteration 79Q: 3 clusters Score -2.28596e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159716 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -22859566.000000 Penalty: 5953.309570
	Iteration 80F: 3 clusters Score -2.285957e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159766 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -22859534.000000 Penalty: 5953.309570
	Iteration 81Q: 3 clusters Score -2.285953e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159824 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -22859520.000000 Penalty: 5953.309570
	Iteration 82Q: 3 clusters Score -2.285952e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159867 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -22859522.000000 Penalty: 5953.309570
	Iteration 83Q: 3 clusters Score -2.285952e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159904 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -22859472.000000 Penalty: 5953.309570
	Iteration 84Q: 3 clusters Score -2.285947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159932 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -22859474.000000 Penalty: 5953.309570
	Iteration 85Q: 3 clusters Score -2.285947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159960 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -22859458.000000 Penalty: 5953.309570
	Iteration 86Q: 3 clusters Score -2.285946e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159991 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -22859462.000000 Penalty: 5953.309570
	Iteration 87Q: 3 clusters Score -2.285946e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160018 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -22859442.000000 Penalty: 5953.309570
	Iteration 88Q: 3 clusters Score -2.285944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160036 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -22859422.000000 Penalty: 5953.309570
	Iteration 89Q: 3 clusters Score -2.285942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -22859400.000000 Penalty: 5953.309570
	Iteration 90Q: 3 clusters Score -2.28594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160065 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -22859398.000000 Penalty: 5953.309570
	Iteration 91Q: 3 clusters Score -2.28594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160076 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -22859382.000000 Penalty: 5953.309570
	Iteration 92Q: 3 clusters Score -2.285938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160087 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -22859372.000000 Penalty: 5953.309570
	Iteration 93Q: 3 clusters Score -2.285937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160096 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -22859360.000000 Penalty: 5953.309570
	Iteration 94Q: 3 clusters Score -2.285936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160103 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -22859364.000000 Penalty: 5953.309570
	Iteration 95Q: 3 clusters Score -2.285936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160108 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -22859338.000000 Penalty: 5953.309570
	Iteration 96Q: 3 clusters Score -2.285934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160116 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -22859358.000000 Penalty: 5953.309570
	Iteration 97Q: 3 clusters Score -2.285936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160125 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -22859370.000000 Penalty: 5953.309570
	Iteration 98Q: 3 clusters Score -2.285937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160130 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -22859372.000000 Penalty: 5953.309570
	Iteration 99Q: 3 clusters Score -2.285937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160134 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -22859368.000000 Penalty: 5953.309570
	Iteration 100F: 3 clusters Score -2.285937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160138 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -22859352.000000 Penalty: 5953.309570
	Iteration 101Q: 3 clusters Score -2.285935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160142 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -22859358.000000 Penalty: 5953.309570
	Iteration 102Q: 3 clusters Score -2.285936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160144 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -22859360.000000 Penalty: 5953.309570
	Iteration 103Q: 3 clusters Score -2.285936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160147 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -22859354.000000 Penalty: 5953.309570
	Iteration 104Q: 3 clusters Score -2.285935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160149 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -22859372.000000 Penalty: 5953.309570
	Iteration 105Q: 3 clusters Score -2.285937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160153 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -22859366.000000 Penalty: 5953.309570
	Iteration 106Q: 3 clusters Score -2.285937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160160 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -22859356.000000 Penalty: 5953.309570
	Iteration 107Q: 3 clusters Score -2.285936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160168 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -22859360.000000 Penalty: 5953.309570
	Iteration 108Q: 3 clusters Score -2.285936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160184 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -22859338.000000 Penalty: 5953.309570
	Iteration 109Q: 3 clusters Score -2.285934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160200 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -22859358.000000 Penalty: 5953.309570
	Iteration 110Q: 3 clusters Score -2.285936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160213 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -22859348.000000 Penalty: 5953.309570
	Iteration 111Q: 3 clusters Score -2.285935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160221 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -22859332.000000 Penalty: 5953.309570
	Iteration 112Q: 3 clusters Score -2.285933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160227 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -22859330.000000 Penalty: 5953.309570
	Iteration 113Q: 3 clusters Score -2.285933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160231 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -22859324.000000 Penalty: 5953.309570
	Iteration 114Q: 3 clusters Score -2.285932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160242 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -22859306.000000 Penalty: 5953.309570
	Iteration 115Q: 3 clusters Score -2.285931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160250 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -22859310.000000 Penalty: 5953.309570
	Iteration 116Q: 3 clusters Score -2.285931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160258 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -22859314.000000 Penalty: 5953.309570
	Iteration 117Q: 3 clusters Score -2.285931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160264 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -22859306.000000 Penalty: 5953.309570
	Iteration 118Q: 3 clusters Score -2.285931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160270 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -22859312.000000 Penalty: 5953.309570
	Iteration 119Q: 3 clusters Score -2.285931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160274 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -22859306.000000 Penalty: 5953.309570
	Iteration 120F: 3 clusters Score -2.285931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160278 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -22859302.000000 Penalty: 5953.309570
	Iteration 121Q: 3 clusters Score -2.28593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160285 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -22859288.000000 Penalty: 5953.309570
	Iteration 122Q: 3 clusters Score -2.285929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160290 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -22859280.000000 Penalty: 5953.309570
	Iteration 123Q: 3 clusters Score -2.285928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160293 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -22859264.000000 Penalty: 5953.309570
	Iteration 124Q: 3 clusters Score -2.285926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160298 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -22859274.000000 Penalty: 5953.309570
	Iteration 125Q: 3 clusters Score -2.285927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -22859276.000000 Penalty: 5953.309570
	Iteration 126Q: 3 clusters Score -2.285928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160311 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -22859284.000000 Penalty: 5953.309570
	Iteration 127Q: 3 clusters Score -2.285928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160314 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -22859262.000000 Penalty: 5953.309570
	Iteration 128Q: 3 clusters Score -2.285926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -22859276.000000 Penalty: 5953.309570
	Iteration 129Q: 3 clusters Score -2.285928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160335 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -22859280.000000 Penalty: 5953.309570
	Iteration 130Q: 3 clusters Score -2.285928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160345 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -22859256.000000 Penalty: 5953.309570
	Iteration 131Q: 3 clusters Score -2.285926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -22859276.000000 Penalty: 5953.309570
	Iteration 132Q: 3 clusters Score -2.285928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160370 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -22859278.000000 Penalty: 5953.309570
	Iteration 133Q: 3 clusters Score -2.285928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160382 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -22859282.000000 Penalty: 5953.309570
	Iteration 134Q: 3 clusters Score -2.285928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160394 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -22859278.000000 Penalty: 5953.309570
	Iteration 135Q: 3 clusters Score -2.285928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160400 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -22859272.000000 Penalty: 5953.309570
	Iteration 136Q: 3 clusters Score -2.285927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160406 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -22859278.000000 Penalty: 5953.309570
	Iteration 137Q: 3 clusters Score -2.285928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160414 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -22859264.000000 Penalty: 5953.309570
	Iteration 138Q: 3 clusters Score -2.285926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160422 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -22859272.000000 Penalty: 5953.309570
	Iteration 139Q: 3 clusters Score -2.285927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160432 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -22859240.000000 Penalty: 5953.309570
	Iteration 140F: 3 clusters Score -2.285924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160445 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -22859212.000000 Penalty: 5953.309570
	Iteration 141Q: 3 clusters Score -2.285921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160456 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -22859222.000000 Penalty: 5953.309570
	Iteration 142Q: 3 clusters Score -2.285922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160465 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22859224.000000 Penalty: 5953.309570
	Iteration 143Q: 3 clusters Score -2.285922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160479 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -22859204.000000 Penalty: 5953.309570
	Iteration 144Q: 3 clusters Score -2.28592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160493 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22859200.000000 Penalty: 5953.309570
	Iteration 145Q: 3 clusters Score -2.28592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160503 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -22859212.000000 Penalty: 5953.309570
	Iteration 146Q: 3 clusters Score -2.285921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160507 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -22859200.000000 Penalty: 5953.309570
	Iteration 147Q: 3 clusters Score -2.28592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160508 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22859192.000000 Penalty: 5953.309570
	Iteration 148Q: 3 clusters Score -2.285919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160508 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22859192.000000 Penalty: 5953.309570
	Iteration 149F: 3 clusters Score -2.285919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Entering Unmasked Estep 
Score: -923088.375000 Penalty: 2178.510254
	Iteration 0F: 2 clusters Score -923088.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -917658.687500 Penalty: 4357.020508
	Iteration 0F: 3 clusters Score -917658.7 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -919007.875000 Penalty: 4357.020508
	Iteration 1F: 3 clusters Score -919007.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -919264.687500 Penalty: 4357.020508
	Iteration 2F: 3 clusters Score -919264.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -919455.812500 Penalty: 4357.020508
	Iteration 3F: 3 clusters Score -919455.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -919617.062500 Penalty: 4357.020508
	Iteration 4Q: 3 clusters Score -919617.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -919757.687500 Penalty: 4357.020508
	Iteration 5Q: 3 clusters Score -919757.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -919896.000000 Penalty: 4357.020508
	Iteration 6Q: 3 clusters Score -919896 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -920032.875000 Penalty: 4357.020508
	Iteration 7Q: 3 clusters Score -920032.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -920189.437500 Penalty: 4357.020508
	Iteration 8Q: 3 clusters Score -920189.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -920352.625000 Penalty: 4357.020508
	Iteration 9Q: 3 clusters Score -920352.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -920523.750000 Penalty: 4357.020508
	Iteration 10Q: 3 clusters Score -920523.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -920665.250000 Penalty: 4357.020508
	Iteration 11Q: 3 clusters Score -920665.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -920796.687500 Penalty: 4357.020508
	Iteration 12Q: 3 clusters Score -920796.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -920878.812500 Penalty: 4357.020508
	Iteration 13Q: 3 clusters Score -920878.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -920943.687500 Penalty: 4357.020508
	Iteration 14Q: 3 clusters Score -920943.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -920991.375000 Penalty: 4357.020508
	Iteration 15Q: 3 clusters Score -920991.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -921038.437500 Penalty: 4357.020508
	Iteration 16Q: 3 clusters Score -921038.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -921084.000000 Penalty: 4357.020508
	Iteration 17Q: 3 clusters Score -921084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -921112.000000 Penalty: 4357.020508
	Iteration 18Q: 3 clusters Score -921112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -921137.500000 Penalty: 4357.020508
	Iteration 19Q: 3 clusters Score -921137.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -921149.562500 Penalty: 4357.020508
	Iteration 20F: 3 clusters Score -921149.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -921160.937500 Penalty: 4357.020508
	Iteration 21Q: 3 clusters Score -921160.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -921175.000000 Penalty: 4357.020508
	Iteration 22Q: 3 clusters Score -921175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -921187.312500 Penalty: 4357.020508
	Iteration 23Q: 3 clusters Score -921187.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -921192.437500 Penalty: 4357.020508
	Iteration 24Q: 3 clusters Score -921192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -921196.750000 Penalty: 4357.020508
	Iteration 25Q: 3 clusters Score -921196.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -921199.562500 Penalty: 4357.020508
	Iteration 26Q: 3 clusters Score -921199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -921205.812500 Penalty: 4357.020508
	Iteration 27Q: 3 clusters Score -921205.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -921213.937500 Penalty: 4357.020508
	Iteration 28Q: 3 clusters Score -921213.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -921220.812500 Penalty: 4357.020508
	Iteration 29Q: 3 clusters Score -921220.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -921227.375000 Penalty: 4357.020508
	Iteration 30Q: 3 clusters Score -921227.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -921230.312500 Penalty: 4357.020508
	Iteration 31Q: 3 clusters Score -921230.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -921233.562500 Penalty: 4357.020508
	Iteration 32Q: 3 clusters Score -921233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -921236.000000 Penalty: 4357.020508
	Iteration 33Q: 3 clusters Score -921236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -921237.750000 Penalty: 4357.020508
	Iteration 34Q: 3 clusters Score -921237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -921240.062500 Penalty: 4357.020508
	Iteration 35Q: 3 clusters Score -921240.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -921242.875000 Penalty: 4357.020508
	Iteration 36Q: 3 clusters Score -921242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -921243.437500 Penalty: 4357.020508
	Iteration 37Q: 3 clusters Score -921243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -921248.625000 Penalty: 4357.020508
	Iteration 38Q: 3 clusters Score -921248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -921254.812500 Penalty: 4357.020508
	Iteration 39Q: 3 clusters Score -921254.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -921257.937500 Penalty: 4357.020508
	Iteration 40F: 3 clusters Score -921257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -921258.625000 Penalty: 4357.020508
	Iteration 41Q: 3 clusters Score -921258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -921264.062500 Penalty: 4357.020508
	Iteration 42Q: 3 clusters Score -921264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -921264.062500 Penalty: 4357.020508
	Iteration 43Q: 3 clusters Score -921264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -921267.375000 Penalty: 4357.020508
	Iteration 44Q: 3 clusters Score -921267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -921268.937500 Penalty: 4357.020508
	Iteration 45Q: 3 clusters Score -921268.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -921273.375000 Penalty: 4357.020508
	Iteration 46Q: 3 clusters Score -921273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -921279.375000 Penalty: 4357.020508
	Iteration 47Q: 3 clusters Score -921279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -921281.312500 Penalty: 4357.020508
	Iteration 48Q: 3 clusters Score -921281.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -921280.750000 Penalty: 4357.020508
	Iteration 49Q: 3 clusters Score -921280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -921282.062500 Penalty: 4357.020508
	Iteration 50Q: 3 clusters Score -921282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -921282.062500 Penalty: 4357.020508
	Iteration 51F: 3 clusters Score -921282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Entering Unmasked Estep 
Score: -5216842.000000 Penalty: 2605.697998
	Iteration 0F: 2 clusters Score -5216842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -5191946.000000 Penalty: 5211.395996
	Iteration 0F: 3 clusters Score -5191946 nChanged 16789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5200859.500000 Penalty: 5211.395996
	Iteration 1F: 3 clusters Score -5200860 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -5201269.000000 Penalty: 5211.395996
	Iteration 2Q: 3 clusters Score -5201269 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -5201596.000000 Penalty: 5211.395996
	Iteration 3Q: 3 clusters Score -5201596 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -5201900.500000 Penalty: 5211.395996
	Iteration 4Q: 3 clusters Score -5201900 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -5202249.000000 Penalty: 5211.395996
	Iteration 5Q: 3 clusters Score -5202249 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -5202675.500000 Penalty: 5211.395996
	Iteration 6Q: 3 clusters Score -5202676 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -5203268.500000 Penalty: 5211.395996
	Iteration 7Q: 3 clusters Score -5203268 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -5204274.000000 Penalty: 5211.395996
	Iteration 8Q: 3 clusters Score -5204274 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -5205701.500000 Penalty: 5211.395996
	Iteration 9F: 3 clusters Score -5205702 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -5207758.500000 Penalty: 5211.395996
	Iteration 10F: 3 clusters Score -5207758 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -5209986.500000 Penalty: 5211.395996
	Iteration 11F: 3 clusters Score -5209986 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5211888.000000 Penalty: 5211.395996
	Iteration 12F: 3 clusters Score -5211888 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5213126.500000 Penalty: 5211.395996
	Iteration 13Q: 3 clusters Score -5213126 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5213824.500000 Penalty: 5211.395996
	Iteration 14Q: 3 clusters Score -5213824 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5214138.500000 Penalty: 5211.395996
	Iteration 15Q: 3 clusters Score -5214138 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5214283.000000 Penalty: 5211.395996
	Iteration 16Q: 3 clusters Score -5214283 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5214365.000000 Penalty: 5211.395996
	Iteration 17Q: 3 clusters Score -5214365 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5214440.000000 Penalty: 5211.395996
	Iteration 18Q: 3 clusters Score -5214440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5214506.500000 Penalty: 5211.395996
	Iteration 19Q: 3 clusters Score -5214506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5214536.500000 Penalty: 5211.395996
	Iteration 20F: 3 clusters Score -5214536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5214554.500000 Penalty: 5211.395996
	Iteration 21Q: 3 clusters Score -5214554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5214574.500000 Penalty: 5211.395996
	Iteration 22Q: 3 clusters Score -5214574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5214583.500000 Penalty: 5211.395996
	Iteration 23Q: 3 clusters Score -5214584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5214589.000000 Penalty: 5211.395996
	Iteration 24Q: 3 clusters Score -5214589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5214595.000000 Penalty: 5211.395996
	Iteration 25Q: 3 clusters Score -5214595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5214601.000000 Penalty: 5211.395996
	Iteration 26Q: 3 clusters Score -5214601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5214604.000000 Penalty: 5211.395996
	Iteration 27Q: 3 clusters Score -5214604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5214610.000000 Penalty: 5211.395996
	Iteration 28Q: 3 clusters Score -5214610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5214608.000000 Penalty: 5211.395996
	Iteration 29Q: 3 clusters Score -5214608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5214612.500000 Penalty: 5211.395996
	Iteration 30Q: 3 clusters Score -5214612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5214612.500000 Penalty: 5211.395996
	Iteration 31F: 3 clusters Score -5214612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (98294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Entering Unmasked Estep 
Score: -13883954.000000 Penalty: 2850.937988
	Iteration 0F: 2 clusters Score -1.388395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -13818349.000000 Penalty: 5701.875977
	Iteration 0F: 3 clusters Score -1.381835e+07 nChanged 46532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -13845396.000000 Penalty: 5701.875977
	Iteration 1F: 3 clusters Score -1.38454e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -13846885.000000 Penalty: 5701.875977
	Iteration 2Q: 3 clusters Score -1.384688e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -13848815.000000 Penalty: 5701.875977
	Iteration 3Q: 3 clusters Score -1.384882e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -13851531.000000 Penalty: 5701.875977
	Iteration 4F: 3 clusters Score -1.385153e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -13855282.000000 Penalty: 5701.875977
	Iteration 5F: 3 clusters Score -1.385528e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -13859961.000000 Penalty: 5701.875977
	Iteration 6F: 3 clusters Score -1.385996e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -13864593.000000 Penalty: 5701.875977
	Iteration 7F: 3 clusters Score -1.386459e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -13868141.000000 Penalty: 5701.875977
	Iteration 8F: 3 clusters Score -1.386814e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -13869888.000000 Penalty: 5701.875977
	Iteration 9Q: 3 clusters Score -1.386989e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -13870968.000000 Penalty: 5701.875977
	Iteration 10Q: 3 clusters Score -1.387097e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -13871603.000000 Penalty: 5701.875977
	Iteration 11Q: 3 clusters Score -1.38716e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -13872366.000000 Penalty: 5701.875977
	Iteration 12Q: 3 clusters Score -1.387237e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -13873075.000000 Penalty: 5701.875977
	Iteration 13Q: 3 clusters Score -1.387308e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -13873791.000000 Penalty: 5701.875977
	Iteration 14Q: 3 clusters Score -1.387379e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -13874339.000000 Penalty: 5701.875977
	Iteration 15Q: 3 clusters Score -1.387434e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -13874941.000000 Penalty: 5701.875977
	Iteration 16Q: 3 clusters Score -1.387494e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -13875497.000000 Penalty: 5701.875977
	Iteration 17Q: 3 clusters Score -1.38755e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -13876033.000000 Penalty: 5701.875977
	Iteration 18Q: 3 clusters Score -1.387603e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -13876526.000000 Penalty: 5701.875977
	Iteration 19Q: 3 clusters Score -1.387653e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 80029 members 
Entering Unmasked Estep 
Score: -13876864.000000 Penalty: 5701.875977
	Iteration 20F: 3 clusters Score -1.387686e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -13877307.000000 Penalty: 5701.875977
	Iteration 21Q: 3 clusters Score -1.387731e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -13877720.000000 Penalty: 5701.875977
	Iteration 22Q: 3 clusters Score -1.387772e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -13877991.000000 Penalty: 5701.875977
	Iteration 23Q: 3 clusters Score -1.387799e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -13878299.000000 Penalty: 5701.875977
	Iteration 24Q: 3 clusters Score -1.38783e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -13878616.000000 Penalty: 5701.875977
	Iteration 25Q: 3 clusters Score -1.387862e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -13879005.000000 Penalty: 5701.875977
	Iteration 26Q: 3 clusters Score -1.3879e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -13879294.000000 Penalty: 5701.875977
	Iteration 27Q: 3 clusters Score -1.387929e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -13879595.000000 Penalty: 5701.875977
	Iteration 28Q: 3 clusters Score -1.38796e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -13879896.000000 Penalty: 5701.875977
	Iteration 29Q: 3 clusters Score -1.38799e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -13880089.000000 Penalty: 5701.875977
	Iteration 30Q: 3 clusters Score -1.388009e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 91323 members 
Entering Unmasked Estep 
Score: -13880286.000000 Penalty: 5701.875977
	Iteration 31Q: 3 clusters Score -1.388029e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 91958 members 
Entering Unmasked Estep 
Score: -13880414.000000 Penalty: 5701.875977
	Iteration 32Q: 3 clusters Score -1.388041e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 92533 members 
Entering Unmasked Estep 
Score: -13880614.000000 Penalty: 5701.875977
	Iteration 33Q: 3 clusters Score -1.388061e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -13880782.000000 Penalty: 5701.875977
	Iteration 34Q: 3 clusters Score -1.388078e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -13880971.000000 Penalty: 5701.875977
	Iteration 35Q: 3 clusters Score -1.388097e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -13881087.000000 Penalty: 5701.875977
	Iteration 36Q: 3 clusters Score -1.388109e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 94253 members 
Entering Unmasked Estep 
Score: -13881196.000000 Penalty: 5701.875977
	Iteration 37Q: 3 clusters Score -1.38812e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -13881342.000000 Penalty: 5701.875977
	Iteration 38Q: 3 clusters Score -1.388134e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -13881428.000000 Penalty: 5701.875977
	Iteration 39Q: 3 clusters Score -1.388143e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -13881460.000000 Penalty: 5701.875977
	Iteration 40F: 3 clusters Score -1.388146e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 95292 members 
Entering Unmasked Estep 
Score: -13881521.000000 Penalty: 5701.875977
	Iteration 41Q: 3 clusters Score -1.388152e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -13881571.000000 Penalty: 5701.875977
	Iteration 42Q: 3 clusters Score -1.388157e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 95627 members 
Entering Unmasked Estep 
Score: -13881619.000000 Penalty: 5701.875977
	Iteration 43Q: 3 clusters Score -1.388162e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -13881670.000000 Penalty: 5701.875977
	Iteration 44Q: 3 clusters Score -1.388167e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 95915 members 
Entering Unmasked Estep 
Score: -13881703.000000 Penalty: 5701.875977
	Iteration 45Q: 3 clusters Score -1.38817e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 96009 members 
Entering Unmasked Estep 
Score: -13881712.000000 Penalty: 5701.875977
	Iteration 46Q: 3 clusters Score -1.388171e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -13881747.000000 Penalty: 5701.875977
	Iteration 47Q: 3 clusters Score -1.388175e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -13881760.000000 Penalty: 5701.875977
	Iteration 48Q: 3 clusters Score -1.388176e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 96202 members 
Entering Unmasked Estep 
Score: -13881783.000000 Penalty: 5701.875977
	Iteration 49Q: 3 clusters Score -1.388178e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -13881796.000000 Penalty: 5701.875977
	Iteration 50Q: 3 clusters Score -1.38818e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -13881798.000000 Penalty: 5701.875977
	Iteration 51Q: 3 clusters Score -1.38818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 96326 members 
Entering Unmasked Estep 
Score: -13881805.000000 Penalty: 5701.875977
	Iteration 52Q: 3 clusters Score -1.38818e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 96370 members 
Entering Unmasked Estep 
Score: -13881798.000000 Penalty: 5701.875977
	Iteration 53Q: 3 clusters Score -1.38818e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -13881815.000000 Penalty: 5701.875977
	Iteration 54Q: 3 clusters Score -1.388182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -13881803.000000 Penalty: 5701.875977
	Iteration 55Q: 3 clusters Score -1.38818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -13881813.000000 Penalty: 5701.875977
	Iteration 56Q: 3 clusters Score -1.388181e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 96498 members 
Entering Unmasked Estep 
Score: -13881811.000000 Penalty: 5701.875977
	Iteration 57Q: 3 clusters Score -1.388181e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -13881827.000000 Penalty: 5701.875977
	Iteration 58Q: 3 clusters Score -1.388183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -13881845.000000 Penalty: 5701.875977
	Iteration 59Q: 3 clusters Score -1.388184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -13881831.000000 Penalty: 5701.875977
	Iteration 60F: 3 clusters Score -1.388183e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 96615 members 
Entering Unmasked Estep 
Score: -13881842.000000 Penalty: 5701.875977
	Iteration 61Q: 3 clusters Score -1.388184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 96630 members 
Entering Unmasked Estep 
Score: -13881849.000000 Penalty: 5701.875977
	Iteration 62Q: 3 clusters Score -1.388185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -13881844.000000 Penalty: 5701.875977
	Iteration 63Q: 3 clusters Score -1.388184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -13881848.000000 Penalty: 5701.875977
	Iteration 64Q: 3 clusters Score -1.388185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 96673 members 
Entering Unmasked Estep 
Score: -13881846.000000 Penalty: 5701.875977
	Iteration 65Q: 3 clusters Score -1.388185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 96685 members 
Entering Unmasked Estep 
Score: -13881856.000000 Penalty: 5701.875977
	Iteration 66Q: 3 clusters Score -1.388186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 96691 members 
Entering Unmasked Estep 
Score: -13881865.000000 Penalty: 5701.875977
	Iteration 67Q: 3 clusters Score -1.388186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -13881866.000000 Penalty: 5701.875977
	Iteration 68Q: 3 clusters Score -1.388187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 96705 members 
Entering Unmasked Estep 
Score: -13881868.000000 Penalty: 5701.875977
	Iteration 69Q: 3 clusters Score -1.388187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 96711 members 
Entering Unmasked Estep 
Score: -13881866.000000 Penalty: 5701.875977
	Iteration 70Q: 3 clusters Score -1.388187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -13881866.000000 Penalty: 5701.875977
	Iteration 71Q: 3 clusters Score -1.388187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 96715 members 
Entering Unmasked Estep 
Score: -13881853.000000 Penalty: 5701.875977
	Iteration 72Q: 3 clusters Score -1.388185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -13881859.000000 Penalty: 5701.875977
	Iteration 73Q: 3 clusters Score -1.388186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -13881861.000000 Penalty: 5701.875977
	Iteration 74Q: 3 clusters Score -1.388186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -13881855.000000 Penalty: 5701.875977
	Iteration 75Q: 3 clusters Score -1.388186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -13881862.000000 Penalty: 5701.875977
	Iteration 76Q: 3 clusters Score -1.388186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -13881861.000000 Penalty: 5701.875977
	Iteration 77Q: 3 clusters Score -1.388186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -13881860.000000 Penalty: 5701.875977
	Iteration 78Q: 3 clusters Score -1.388186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 96724 members 
Entering Unmasked Estep 
Score: -13881863.000000 Penalty: 5701.875977
	Iteration 79Q: 3 clusters Score -1.388186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -13881865.000000 Penalty: 5701.875977
	Iteration 80F: 3 clusters Score -1.388186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -13881869.000000 Penalty: 5701.875977
	Iteration 81Q: 3 clusters Score -1.388187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -13881869.000000 Penalty: 5701.875977
	Iteration 82F: 3 clusters Score -1.388187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Entering Unmasked Estep 
Score: -5767180.000000 Penalty: 2630.076660
	Iteration 0F: 2 clusters Score -5767180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -5739870.500000 Penalty: 5260.153320
	Iteration 0F: 3 clusters Score -5739870 nChanged 18411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -5749694.500000 Penalty: 5260.153320
	Iteration 1F: 3 clusters Score -5749694 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -5750156.000000 Penalty: 5260.153320
	Iteration 2Q: 3 clusters Score -5750156 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5750581.500000 Penalty: 5260.153320
	Iteration 3Q: 3 clusters Score -5750582 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -5751047.500000 Penalty: 5260.153320
	Iteration 4Q: 3 clusters Score -5751048 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -5751525.500000 Penalty: 5260.153320
	Iteration 5Q: 3 clusters Score -5751526 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -5752193.500000 Penalty: 5260.153320
	Iteration 6Q: 3 clusters Score -5752194 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -5753246.000000 Penalty: 5260.153320
	Iteration 7F: 3 clusters Score -5753246 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -5754852.500000 Penalty: 5260.153320
	Iteration 8F: 3 clusters Score -5754852 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -5757228.000000 Penalty: 5260.153320
	Iteration 9F: 3 clusters Score -5757228 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -5759885.500000 Penalty: 5260.153320
	Iteration 10F: 3 clusters Score -5759886 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -5762168.500000 Penalty: 5260.153320
	Iteration 11F: 3 clusters Score -5762168 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -5763534.000000 Penalty: 5260.153320
	Iteration 12Q: 3 clusters Score -5763534 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -5764184.500000 Penalty: 5260.153320
	Iteration 13Q: 3 clusters Score -5764184 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -5764467.000000 Penalty: 5260.153320
	Iteration 14Q: 3 clusters Score -5764467 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -5764594.000000 Penalty: 5260.153320
	Iteration 15Q: 3 clusters Score -5764594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -5764702.000000 Penalty: 5260.153320
	Iteration 16Q: 3 clusters Score -5764702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -5764763.500000 Penalty: 5260.153320
	Iteration 17Q: 3 clusters Score -5764764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -5764836.000000 Penalty: 5260.153320
	Iteration 18Q: 3 clusters Score -5764836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -5764876.000000 Penalty: 5260.153320
	Iteration 19Q: 3 clusters Score -5764876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -5764913.500000 Penalty: 5260.153320
	Iteration 20F: 3 clusters Score -5764914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -5764959.000000 Penalty: 5260.153320
	Iteration 21Q: 3 clusters Score -5764959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -5764986.000000 Penalty: 5260.153320
	Iteration 22Q: 3 clusters Score -5764986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -5765011.000000 Penalty: 5260.153320
	Iteration 23Q: 3 clusters Score -5765011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5765020.500000 Penalty: 5260.153320
	Iteration 24Q: 3 clusters Score -5765020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5765026.000000 Penalty: 5260.153320
	Iteration 25Q: 3 clusters Score -5765026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -5765034.500000 Penalty: 5260.153320
	Iteration 26Q: 3 clusters Score -5765034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5765033.500000 Penalty: 5260.153320
	Iteration 27Q: 3 clusters Score -5765034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5765040.000000 Penalty: 5260.153320
	Iteration 28Q: 3 clusters Score -5765040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -5765039.000000 Penalty: 5260.153320
	Iteration 29Q: 3 clusters Score -5765039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5765042.500000 Penalty: 5260.153320
	Iteration 30Q: 3 clusters Score -5765042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5765042.500000 Penalty: 5260.153320
	Iteration 31F: 3 clusters Score -5765042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Entering Unmasked Estep 
Score: -4776533.000000 Penalty: 2594.189697
	Iteration 0F: 2 clusters Score -4776533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4753008.500000 Penalty: 5188.379395
	Iteration 0F: 3 clusters Score -4753008 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -4762102.000000 Penalty: 5188.379395
	Iteration 1F: 3 clusters Score -4762102 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4763642.500000 Penalty: 5188.379395
	Iteration 2F: 3 clusters Score -4763642 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -4765363.000000 Penalty: 5188.379395
	Iteration 3F: 3 clusters Score -4765363 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4767225.000000 Penalty: 5188.379395
	Iteration 4F: 3 clusters Score -4767225 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -4769179.000000 Penalty: 5188.379395
	Iteration 5F: 3 clusters Score -4769179 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -4770969.500000 Penalty: 5188.379395
	Iteration 6F: 3 clusters Score -4770970 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -4772403.500000 Penalty: 5188.379395
	Iteration 7F: 3 clusters Score -4772404 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -4773544.000000 Penalty: 5188.379395
	Iteration 8Q: 3 clusters Score -4773544 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4774443.500000 Penalty: 5188.379395
	Iteration 9Q: 3 clusters Score -4774444 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -4775337.000000 Penalty: 5188.379395
	Iteration 10Q: 3 clusters Score -4775337 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4776042.500000 Penalty: 5188.379395
	Iteration 11Q: 3 clusters Score -4776042 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4776343.000000 Penalty: 5188.379395
	Iteration 12Q: 3 clusters Score -4776343 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4776463.000000 Penalty: 5188.379395
	Iteration 13Q: 3 clusters Score -4776463 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4776498.500000 Penalty: 5188.379395
	Iteration 14Q: 3 clusters Score -4776498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -4776525.500000 Penalty: 5188.379395
	Iteration 15Q: 3 clusters Score -4776526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -4776527.500000 Penalty: 5188.379395
	Iteration 16Q: 3 clusters Score -4776528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -4776524.500000 Penalty: 5188.379395
	Iteration 17Q: 3 clusters Score -4776524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4776528.000000 Penalty: 5188.379395
	Iteration 18Q: 3 clusters Score -4776528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -4776529.500000 Penalty: 5188.379395
	Iteration 19Q: 3 clusters Score -4776530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -4776533.500000 Penalty: 5188.379395
	Iteration 20F: 3 clusters Score -4776534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -4776536.500000 Penalty: 5188.379395
	Iteration 21Q: 3 clusters Score -4776536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4776545.000000 Penalty: 5188.379395
	Iteration 22Q: 3 clusters Score -4776545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4776545.500000 Penalty: 5188.379395
	Iteration 23Q: 3 clusters Score -4776546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4776546.000000 Penalty: 5188.379395
	Iteration 24Q: 3 clusters Score -4776546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -4776550.000000 Penalty: 5188.379395
	Iteration 25Q: 3 clusters Score -4776550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -4776558.000000 Penalty: 5188.379395
	Iteration 26Q: 3 clusters Score -4776558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -4776550.500000 Penalty: 5188.379395
	Iteration 27Q: 3 clusters Score -4776550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4776558.500000 Penalty: 5188.379395
	Iteration 28Q: 3 clusters Score -4776558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4776563.500000 Penalty: 5188.379395
	Iteration 29Q: 3 clusters Score -4776564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -4776562.000000 Penalty: 5188.379395
	Iteration 30Q: 3 clusters Score -4776562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -4776558.500000 Penalty: 5188.379395
	Iteration 31Q: 3 clusters Score -4776558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4776555.500000 Penalty: 5188.379395
	Iteration 32Q: 3 clusters Score -4776556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -4776558.500000 Penalty: 5188.379395
	Iteration 33Q: 3 clusters Score -4776558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -4776553.500000 Penalty: 5188.379395
	Iteration 34Q: 3 clusters Score -4776554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -4776551.000000 Penalty: 5188.379395
	Iteration 35Q: 3 clusters Score -4776551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4776554.000000 Penalty: 5188.379395
	Iteration 36Q: 3 clusters Score -4776554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4776550.500000 Penalty: 5188.379395
	Iteration 37Q: 3 clusters Score -4776550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4776550.500000 Penalty: 5188.379395
	Iteration 38F: 3 clusters Score -4776550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 165154 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47280 members 
Mstep: Class 8 contains 95574 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 181880 members 
Mstep: Class 11 contains 145625 members 
Mstep: Class 12 contains 12513 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 163185 members 
Mstep: Class 17 contains 6531 members 
Mstep: Class 18 contains 36565 members 
Mstep: Class 19 contains 98294 members 
Mstep: Class 20 contains 509 members 
Mstep: Class 21 contains 40342 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 33560 members 
Entering Unmasked Estep 
Score: -147016208.000000 Penalty: 79126.429688
Splitting cluster 22 changes total score from -147016480.000000 to -147016208.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 165154 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47280 members 
Mstep: Class 8 contains 95574 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 181880 members 
Mstep: Class 11 contains 145625 members 
Mstep: Class 12 contains 12513 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 163185 members 
Mstep: Class 17 contains 6531 members 
Mstep: Class 18 contains 36565 members 
Mstep: Class 19 contains 98294 members 
Mstep: Class 21 contains 40342 members 
Mstep: Class 22 contains 34907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147016784.000000 Penalty: 75686.148438
Iteration 119Q: 23 clusters Score -1.470168e+08 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 1758 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 165027 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47279 members 
Mstep: Class 8 contains 96403 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 181906 members 
Mstep: Class 11 contains 145642 members 
Mstep: Class 12 contains 12521 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 162956 members 
Mstep: Class 17 contains 6555 members 
Mstep: Class 18 contains 36546 members 
Mstep: Class 19 contains 97784 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40336 members 
Mstep: Class 22 contains 34907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147056624.000000 Penalty: 75686.148438
Iteration 120F: 23 clusters Score -1.470566e+08 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 1118 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 164878 members 
Mstep: Class 3 contains 1171 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 47257 members 
Mstep: Class 8 contains 97342 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181907 members 
Mstep: Class 11 contains 145635 members 
Mstep: Class 12 contains 12530 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 859 members 
Mstep: Class 16 contains 162693 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 36527 members 
Mstep: Class 19 contains 97280 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40343 members 
Mstep: Class 22 contains 34912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147089664.000000 Penalty: 75686.148438
Iteration 121Q: 23 clusters Score -1.470897e+08 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 164715 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 47246 members 
Mstep: Class 8 contains 98239 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181917 members 
Mstep: Class 11 contains 145639 members 
Mstep: Class 12 contains 12536 members 
Mstep: Class 13 contains 421 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 862 members 
Mstep: Class 16 contains 162425 members 
Mstep: Class 17 contains 6588 members 
Mstep: Class 18 contains 36495 members 
Mstep: Class 19 contains 96807 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40350 members 
Mstep: Class 22 contains 34937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147089984.000000 Penalty: 75686.148438
Iteration 122Q: 23 clusters Score -1.4709e+08 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 164564 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 4838 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 47224 members 
Mstep: Class 8 contains 99080 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181925 members 
Mstep: Class 11 contains 145648 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 424 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 162122 members 
Mstep: Class 17 contains 6609 members 
Mstep: Class 18 contains 36470 members 
Mstep: Class 19 contains 96416 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40327 members 
Mstep: Class 22 contains 34971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147090656.000000 Penalty: 75686.148438
Iteration 123Q: 23 clusters Score -1.470907e+08 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 164446 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 47198 members 
Mstep: Class 8 contains 99855 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181912 members 
Mstep: Class 11 contains 145625 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 426 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 161751 members 
Mstep: Class 17 contains 6633 members 
Mstep: Class 18 contains 36458 members 
Mstep: Class 19 contains 96165 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40318 members 
Mstep: Class 22 contains 35016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147090784.000000 Penalty: 75686.148438
Iteration 124Q: 23 clusters Score -1.470908e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 164356 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 47182 members 
Mstep: Class 8 contains 100558 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181895 members 
Mstep: Class 11 contains 145627 members 
Mstep: Class 12 contains 12561 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 161355 members 
Mstep: Class 17 contains 6645 members 
Mstep: Class 18 contains 36457 members 
Mstep: Class 19 contains 95951 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40297 members 
Mstep: Class 22 contains 35056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147091632.000000 Penalty: 75686.148438
Iteration 125Q: 23 clusters Score -1.470916e+08 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 164284 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 4781 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 47174 members 
Mstep: Class 8 contains 101184 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181914 members 
Mstep: Class 11 contains 145630 members 
Mstep: Class 12 contains 12571 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 160946 members 
Mstep: Class 17 contains 6653 members 
Mstep: Class 18 contains 36447 members 
Mstep: Class 19 contains 95781 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40272 members 
Mstep: Class 22 contains 35092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147091856.000000 Penalty: 75686.148438
Iteration 126Q: 23 clusters Score -1.470919e+08 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 164171 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 47179 members 
Mstep: Class 8 contains 101785 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181914 members 
Mstep: Class 11 contains 145637 members 
Mstep: Class 12 contains 12596 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 160521 members 
Mstep: Class 17 contains 6665 members 
Mstep: Class 18 contains 36439 members 
Mstep: Class 19 contains 95696 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40254 members 
Mstep: Class 22 contains 35107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147092304.000000 Penalty: 75686.148438
Iteration 127Q: 23 clusters Score -1.470923e+08 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 164044 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 4741 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 47178 members 
Mstep: Class 8 contains 102394 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181862 members 
Mstep: Class 11 contains 145678 members 
Mstep: Class 12 contains 12608 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 160120 members 
Mstep: Class 17 contains 6675 members 
Mstep: Class 18 contains 36430 members 
Mstep: Class 19 contains 95657 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40223 members 
Mstep: Class 22 contains 35133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147092560.000000 Penalty: 75686.148438
Iteration 128Q: 23 clusters Score -1.470926e+08 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 163914 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 4727 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 47180 members 
Mstep: Class 8 contains 102975 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181810 members 
Mstep: Class 11 contains 145728 members 
Mstep: Class 12 contains 12617 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 159724 members 
Mstep: Class 17 contains 6675 members 
Mstep: Class 18 contains 36427 members 
Mstep: Class 19 contains 95616 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40200 members 
Mstep: Class 22 contains 35169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147092944.000000 Penalty: 75686.148438
Iteration 129Q: 23 clusters Score -1.470929e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 163746 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 4710 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 47193 members 
Mstep: Class 8 contains 103500 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181780 members 
Mstep: Class 11 contains 145731 members 
Mstep: Class 12 contains 12629 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 159468 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 36422 members 
Mstep: Class 19 contains 95527 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40174 members 
Mstep: Class 22 contains 35204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147093104.000000 Penalty: 75686.148438
Iteration 130Q: 23 clusters Score -1.470931e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 163646 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 4697 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 47204 members 
Mstep: Class 8 contains 103934 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181776 members 
Mstep: Class 11 contains 145756 members 
Mstep: Class 12 contains 12650 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 159155 members 
Mstep: Class 17 contains 6690 members 
Mstep: Class 18 contains 36417 members 
Mstep: Class 19 contains 95464 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40125 members 
Mstep: Class 22 contains 35250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147093680.000000 Penalty: 75686.148438
Iteration 131Q: 23 clusters Score -1.470937e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 163563 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 4685 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 47214 members 
Mstep: Class 8 contains 104329 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181761 members 
Mstep: Class 11 contains 145805 members 
Mstep: Class 12 contains 12667 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 158873 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 18 contains 36420 members 
Mstep: Class 19 contains 95396 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40087 members 
Mstep: Class 22 contains 35266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147094000.000000 Penalty: 75686.148438
Iteration 132Q: 23 clusters Score -1.47094e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 163518 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 4667 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 47231 members 
Mstep: Class 8 contains 104669 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181738 members 
Mstep: Class 11 contains 145888 members 
Mstep: Class 12 contains 12689 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 158636 members 
Mstep: Class 17 contains 6707 members 
Mstep: Class 18 contains 36413 members 
Mstep: Class 19 contains 95315 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 40029 members 
Mstep: Class 22 contains 35274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147094256.000000 Penalty: 75686.148438
Iteration 133Q: 23 clusters Score -1.470943e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 163485 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 47243 members 
Mstep: Class 8 contains 105012 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181731 members 
Mstep: Class 11 contains 145927 members 
Mstep: Class 12 contains 12706 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 158376 members 
Mstep: Class 17 contains 6712 members 
Mstep: Class 18 contains 36415 members 
Mstep: Class 19 contains 95285 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39973 members 
Mstep: Class 22 contains 35263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147094384.000000 Penalty: 75686.148438
Iteration 134Q: 23 clusters Score -1.470944e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 163388 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 4632 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 47254 members 
Mstep: Class 8 contains 105334 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181681 members 
Mstep: Class 11 contains 145945 members 
Mstep: Class 12 contains 12724 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 158148 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 36422 members 
Mstep: Class 19 contains 95309 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39945 members 
Mstep: Class 22 contains 35262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147094912.000000 Penalty: 75686.148438
Iteration 135Q: 23 clusters Score -1.470949e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 163222 members 
Mstep: Class 3 contains 1166 members 
Mstep: Class 4 contains 4613 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 47247 members 
Mstep: Class 8 contains 105620 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181653 members 
Mstep: Class 11 contains 145966 members 
Mstep: Class 12 contains 12752 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 157990 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 36425 members 
Mstep: Class 19 contains 95393 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39905 members 
Mstep: Class 22 contains 35249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147094912.000000 Penalty: 75686.148438
Iteration 136Q: 23 clusters Score -1.470949e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 163091 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 4604 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 47246 members 
Mstep: Class 8 contains 105924 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181617 members 
Mstep: Class 11 contains 145980 members 
Mstep: Class 12 contains 12765 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 157786 members 
Mstep: Class 17 contains 6756 members 
Mstep: Class 18 contains 36434 members 
Mstep: Class 19 contains 95468 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39859 members 
Mstep: Class 22 contains 35242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147094848.000000 Penalty: 75686.148438
Iteration 137Q: 23 clusters Score -1.470948e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 162953 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 4591 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 47242 members 
Mstep: Class 8 contains 106207 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181589 members 
Mstep: Class 11 contains 146003 members 
Mstep: Class 12 contains 12774 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 157609 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 36427 members 
Mstep: Class 19 contains 95559 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39826 members 
Mstep: Class 22 contains 35237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095120.000000 Penalty: 75686.148438
Iteration 138Q: 23 clusters Score -1.470951e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 162857 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 4583 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 47217 members 
Mstep: Class 8 contains 106460 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181569 members 
Mstep: Class 11 contains 146013 members 
Mstep: Class 12 contains 12792 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 157423 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 36422 members 
Mstep: Class 19 contains 95672 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39785 members 
Mstep: Class 22 contains 35227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147095312.000000 Penalty: 75686.148438
Iteration 139Q: 23 clusters Score -1.470953e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 162748 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 4575 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 47194 members 
Mstep: Class 8 contains 106688 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181530 members 
Mstep: Class 11 contains 146052 members 
Mstep: Class 12 contains 12808 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 856 members 
Mstep: Class 16 contains 157225 members 
Mstep: Class 17 contains 6762 members 
Mstep: Class 18 contains 36422 members 
Mstep: Class 19 contains 95812 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39739 members 
Mstep: Class 22 contains 35228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147099312.000000 Penalty: 75686.148438
Iteration 140F: 23 clusters Score -1.470993e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 162612 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 4567 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 47162 members 
Mstep: Class 8 contains 106889 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181512 members 
Mstep: Class 11 contains 146083 members 
Mstep: Class 12 contains 12821 members 
Mstep: Class 13 contains 428 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 895 members 
Mstep: Class 16 contains 157024 members 
Mstep: Class 17 contains 6766 members 
Mstep: Class 18 contains 36418 members 
Mstep: Class 19 contains 95982 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39715 members 
Mstep: Class 22 contains 35234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147100128.000000 Penalty: 75686.148438
Iteration 141Q: 23 clusters Score -1.471001e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 162465 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 4 contains 4555 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 47123 members 
Mstep: Class 8 contains 107085 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181478 members 
Mstep: Class 11 contains 146087 members 
Mstep: Class 12 contains 12824 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 156857 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 36418 members 
Mstep: Class 19 contains 96195 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39690 members 
Mstep: Class 22 contains 35237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147100448.000000 Penalty: 75686.148438
Iteration 142Q: 23 clusters Score -1.471004e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 162354 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 4 contains 4545 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 47103 members 
Mstep: Class 8 contains 107252 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181450 members 
Mstep: Class 11 contains 146087 members 
Mstep: Class 12 contains 12819 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 156701 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 36413 members 
Mstep: Class 19 contains 96371 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39666 members 
Mstep: Class 22 contains 35245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147100704.000000 Penalty: 75686.148438
Iteration 143Q: 23 clusters Score -1.471007e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 162242 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 4 contains 4532 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 47072 members 
Mstep: Class 8 contains 107394 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181421 members 
Mstep: Class 11 contains 146074 members 
Mstep: Class 12 contains 12827 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 156582 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 36399 members 
Mstep: Class 19 contains 96577 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39637 members 
Mstep: Class 22 contains 35248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147100880.000000 Penalty: 75686.148438
Iteration 144Q: 23 clusters Score -1.471009e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 162131 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 47039 members 
Mstep: Class 8 contains 107484 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181396 members 
Mstep: Class 11 contains 146044 members 
Mstep: Class 12 contains 12851 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 156428 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 36380 members 
Mstep: Class 19 contains 96876 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39605 members 
Mstep: Class 22 contains 35249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147100848.000000 Penalty: 75686.148438
Iteration 145Q: 23 clusters Score -1.471008e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 162037 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 47002 members 
Mstep: Class 8 contains 107582 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181368 members 
Mstep: Class 11 contains 146009 members 
Mstep: Class 12 contains 12874 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 156275 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 36362 members 
Mstep: Class 19 contains 97143 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39579 members 
Mstep: Class 22 contains 35252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147101200.000000 Penalty: 75686.148438
Iteration 146Q: 23 clusters Score -1.471012e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 161937 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 46950 members 
Mstep: Class 8 contains 107663 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181355 members 
Mstep: Class 11 contains 145985 members 
Mstep: Class 12 contains 12882 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 156149 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 36357 members 
Mstep: Class 19 contains 97393 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39555 members 
Mstep: Class 22 contains 35259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147101104.000000 Penalty: 75686.148438
Iteration 147Q: 23 clusters Score -1.471011e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 161869 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 46886 members 
Mstep: Class 8 contains 107721 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181342 members 
Mstep: Class 11 contains 145986 members 
Mstep: Class 12 contains 12888 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 156015 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 36353 members 
Mstep: Class 19 contains 97637 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39524 members 
Mstep: Class 22 contains 35270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147100992.000000 Penalty: 75686.148438
Iteration 148Q: 23 clusters Score -1.47101e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 161786 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 46831 members 
Mstep: Class 8 contains 107783 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181341 members 
Mstep: Class 11 contains 145941 members 
Mstep: Class 12 contains 12895 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 155887 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 97912 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39510 members 
Mstep: Class 22 contains 35275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147101104.000000 Penalty: 75686.148438
Iteration 149Q: 23 clusters Score -1.471011e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 161744 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 46786 members 
Mstep: Class 8 contains 107841 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181320 members 
Mstep: Class 11 contains 145916 members 
Mstep: Class 12 contains 12905 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 155738 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 36336 members 
Mstep: Class 19 contains 98157 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39490 members 
Mstep: Class 22 contains 35277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147101200.000000 Penalty: 75686.148438
Iteration 150Q: 23 clusters Score -1.471012e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 161695 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 46748 members 
Mstep: Class 8 contains 107890 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181297 members 
Mstep: Class 11 contains 145908 members 
Mstep: Class 12 contains 12912 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 155594 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 36326 members 
Mstep: Class 19 contains 98403 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39471 members 
Mstep: Class 22 contains 35273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147101360.000000 Penalty: 75686.148438
Iteration 151Q: 23 clusters Score -1.471014e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 161653 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46717 members 
Mstep: Class 8 contains 107915 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181285 members 
Mstep: Class 11 contains 145885 members 
Mstep: Class 12 contains 12921 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 155458 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 36314 members 
Mstep: Class 19 contains 98648 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39445 members 
Mstep: Class 22 contains 35284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147101440.000000 Penalty: 75686.148438
Iteration 152Q: 23 clusters Score -1.471014e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 161599 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46682 members 
Mstep: Class 8 contains 107940 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181271 members 
Mstep: Class 11 contains 145874 members 
Mstep: Class 12 contains 12925 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 155332 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 36305 members 
Mstep: Class 19 contains 98884 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39425 members 
Mstep: Class 22 contains 35299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147101488.000000 Penalty: 75686.148438
Iteration 153Q: 23 clusters Score -1.471015e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 161541 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46646 members 
Mstep: Class 8 contains 107938 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181248 members 
Mstep: Class 11 contains 145847 members 
Mstep: Class 12 contains 12930 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 155236 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 36294 members 
Mstep: Class 19 contains 99147 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39396 members 
Mstep: Class 22 contains 35324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147101760.000000 Penalty: 75686.148438
Iteration 154Q: 23 clusters Score -1.471018e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 161442 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46617 members 
Mstep: Class 8 contains 107935 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181225 members 
Mstep: Class 11 contains 145856 members 
Mstep: Class 12 contains 12935 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 155144 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 36283 members 
Mstep: Class 19 contains 99401 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39371 members 
Mstep: Class 22 contains 35343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147102112.000000 Penalty: 75686.148438
Iteration 155Q: 23 clusters Score -1.471021e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 161385 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46576 members 
Mstep: Class 8 contains 107924 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181189 members 
Mstep: Class 11 contains 145833 members 
Mstep: Class 12 contains 12944 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 155067 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 36279 members 
Mstep: Class 19 contains 99657 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39342 members 
Mstep: Class 22 contains 35364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147102000.000000 Penalty: 75686.148438
Iteration 156Q: 23 clusters Score -1.47102e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 161299 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46543 members 
Mstep: Class 8 contains 107906 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181172 members 
Mstep: Class 11 contains 145798 members 
Mstep: Class 12 contains 12948 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 155037 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 36285 members 
Mstep: Class 19 contains 99883 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39316 members 
Mstep: Class 22 contains 35384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147102160.000000 Penalty: 75686.148438
Iteration 157Q: 23 clusters Score -1.471022e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 161192 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46516 members 
Mstep: Class 8 contains 107889 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181136 members 
Mstep: Class 11 contains 145768 members 
Mstep: Class 12 contains 12952 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 155010 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 36290 members 
Mstep: Class 19 contains 100119 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39305 members 
Mstep: Class 22 contains 35404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147102480.000000 Penalty: 75686.148438
Iteration 158Q: 23 clusters Score -1.471025e+08 nChanged 796
Entering ConstructFrom: 
Score: -147102480.000000 Penalty: 75686.148438
Entering ConstructFrom: 
Trying to split cluster 1 (17520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Entering Unmasked Estep 
Score: -2486734.250000 Penalty: 2423.232422
	Iteration 0F: 2 clusters Score -2486734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2474239.000000 Penalty: 4846.464844
	Iteration 0F: 3 clusters Score -2474239 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2478299.750000 Penalty: 4846.464844
	Iteration 1F: 3 clusters Score -2478300 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2478735.750000 Penalty: 4846.464844
	Iteration 2F: 3 clusters Score -2478736 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2479144.500000 Penalty: 4846.464844
	Iteration 3F: 3 clusters Score -2479144 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2479516.500000 Penalty: 4846.464844
	Iteration 4Q: 3 clusters Score -2479516 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2479850.250000 Penalty: 4846.464844
	Iteration 5Q: 3 clusters Score -2479850 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2480237.000000 Penalty: 4846.464844
	Iteration 6Q: 3 clusters Score -2480237 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2480627.750000 Penalty: 4846.464844
	Iteration 7Q: 3 clusters Score -2480628 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2481089.500000 Penalty: 4846.464844
	Iteration 8Q: 3 clusters Score -2481090 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2481667.750000 Penalty: 4846.464844
	Iteration 9Q: 3 clusters Score -2481668 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2482348.500000 Penalty: 4846.464844
	Iteration 10Q: 3 clusters Score -2482348 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2483073.000000 Penalty: 4846.464844
	Iteration 11Q: 3 clusters Score -2483073 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2483681.500000 Penalty: 4846.464844
	Iteration 12Q: 3 clusters Score -2483682 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2484129.500000 Penalty: 4846.464844
	Iteration 13Q: 3 clusters Score -2484130 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2484437.250000 Penalty: 4846.464844
	Iteration 14Q: 3 clusters Score -2484437 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2484656.500000 Penalty: 4846.464844
	Iteration 15Q: 3 clusters Score -2484656 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2484813.000000 Penalty: 4846.464844
	Iteration 16Q: 3 clusters Score -2484813 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2484923.750000 Penalty: 4846.464844
	Iteration 17Q: 3 clusters Score -2484924 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2485003.750000 Penalty: 4846.464844
	Iteration 18Q: 3 clusters Score -2485004 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2485061.000000 Penalty: 4846.464844
	Iteration 19Q: 3 clusters Score -2485061 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2485111.500000 Penalty: 4846.464844
	Iteration 20F: 3 clusters Score -2485112 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2485144.750000 Penalty: 4846.464844
	Iteration 21Q: 3 clusters Score -2485145 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2485168.000000 Penalty: 4846.464844
	Iteration 22Q: 3 clusters Score -2485168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2485196.000000 Penalty: 4846.464844
	Iteration 23Q: 3 clusters Score -2485196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2485210.500000 Penalty: 4846.464844
	Iteration 24Q: 3 clusters Score -2485210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2485220.000000 Penalty: 4846.464844
	Iteration 25Q: 3 clusters Score -2485220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2485235.750000 Penalty: 4846.464844
	Iteration 26Q: 3 clusters Score -2485236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2485244.000000 Penalty: 4846.464844
	Iteration 27Q: 3 clusters Score -2485244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2485249.750000 Penalty: 4846.464844
	Iteration 28Q: 3 clusters Score -2485250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2485260.000000 Penalty: 4846.464844
	Iteration 29Q: 3 clusters Score -2485260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2485256.750000 Penalty: 4846.464844
	Iteration 30Q: 3 clusters Score -2485257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2485260.750000 Penalty: 4846.464844
	Iteration 31Q: 3 clusters Score -2485261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2485261.250000 Penalty: 4846.464844
	Iteration 32Q: 3 clusters Score -2485261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2485261.750000 Penalty: 4846.464844
	Iteration 33Q: 3 clusters Score -2485262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2485255.750000 Penalty: 4846.464844
	Iteration 34Q: 3 clusters Score -2485256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2485260.750000 Penalty: 4846.464844
	Iteration 35Q: 3 clusters Score -2485261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2485264.000000 Penalty: 4846.464844
	Iteration 36Q: 3 clusters Score -2485264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2485264.000000 Penalty: 4846.464844
	Iteration 37F: 3 clusters Score -2485264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (161093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161093 members 
Entering Unmasked Estep 
Score: -22719970.000000 Penalty: 2973.454834
	Iteration 0F: 2 clusters Score -2.271997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 81001 members 
Entering Unmasked Estep 
Score: -22616154.000000 Penalty: 5946.909668
	Iteration 0F: 3 clusters Score -2.261615e+07 nChanged 77071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -22661714.000000 Penalty: 5946.909668
	Iteration 1F: 3 clusters Score -2.266171e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -22663566.000000 Penalty: 5946.909668
	Iteration 2Q: 3 clusters Score -2.266357e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 98442 members 
Entering Unmasked Estep 
Score: -22667038.000000 Penalty: 5946.909668
	Iteration 3Q: 3 clusters Score -2.266704e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 108070 members 
Entering Unmasked Estep 
Score: -22673100.000000 Penalty: 5946.909668
	Iteration 4F: 3 clusters Score -2.26731e+07 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 120705 members 
Entering Unmasked Estep 
Score: -22683236.000000 Penalty: 5946.909668
	Iteration 5F: 3 clusters Score -2.268324e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 134271 members 
Entering Unmasked Estep 
Score: -22696356.000000 Penalty: 5946.909668
	Iteration 6F: 3 clusters Score -2.269636e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 145740 members 
Entering Unmasked Estep 
Score: -22707312.000000 Penalty: 5946.909668
	Iteration 7F: 3 clusters Score -2.270731e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 153181 members 
Entering Unmasked Estep 
Score: -22713808.000000 Penalty: 5946.909668
	Iteration 8Q: 3 clusters Score -2.271381e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 157327 members 
Entering Unmasked Estep 
Score: -22716206.000000 Penalty: 5946.909668
	Iteration 9Q: 3 clusters Score -2.271621e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 159222 members 
Entering Unmasked Estep 
Score: -22716912.000000 Penalty: 5946.909668
	Iteration 10Q: 3 clusters Score -2.271691e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 160016 members 
Entering Unmasked Estep 
Score: -22717240.000000 Penalty: 5946.909668
	Iteration 11Q: 3 clusters Score -2.271724e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 160322 members 
Entering Unmasked Estep 
Score: -22717380.000000 Penalty: 5946.909668
	Iteration 12Q: 3 clusters Score -2.271738e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 160469 members 
Entering Unmasked Estep 
Score: -22717524.000000 Penalty: 5946.909668
	Iteration 13Q: 3 clusters Score -2.271752e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 160529 members 
Entering Unmasked Estep 
Score: -22717580.000000 Penalty: 5946.909668
	Iteration 14Q: 3 clusters Score -2.271758e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 160551 members 
Entering Unmasked Estep 
Score: -22717596.000000 Penalty: 5946.909668
	Iteration 15Q: 3 clusters Score -2.27176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 160562 members 
Entering Unmasked Estep 
Score: -22717604.000000 Penalty: 5946.909668
	Iteration 16Q: 3 clusters Score -2.27176e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 160571 members 
Entering Unmasked Estep 
Score: -22717612.000000 Penalty: 5946.909668
	Iteration 17Q: 3 clusters Score -2.271761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 160576 members 
Entering Unmasked Estep 
Score: -22717638.000000 Penalty: 5946.909668
	Iteration 18Q: 3 clusters Score -2.271764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 160580 members 
Entering Unmasked Estep 
Score: -22717644.000000 Penalty: 5946.909668
	Iteration 19Q: 3 clusters Score -2.271764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 160584 members 
Entering Unmasked Estep 
Score: -22717652.000000 Penalty: 5946.909668
	Iteration 20F: 3 clusters Score -2.271765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 160586 members 
Entering Unmasked Estep 
Score: -22717634.000000 Penalty: 5946.909668
	Iteration 21Q: 3 clusters Score -2.271763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 160585 members 
Entering Unmasked Estep 
Score: -22717662.000000 Penalty: 5946.909668
	Iteration 22Q: 3 clusters Score -2.271766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 160585 members 
Entering Unmasked Estep 
Score: -22717668.000000 Penalty: 5946.909668
	Iteration 23Q: 3 clusters Score -2.271767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 160586 members 
Entering Unmasked Estep 
Score: -22717656.000000 Penalty: 5946.909668
	Iteration 24Q: 3 clusters Score -2.271766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 160588 members 
Entering Unmasked Estep 
Score: -22717658.000000 Penalty: 5946.909668
	Iteration 25Q: 3 clusters Score -2.271766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 160588 members 
Entering Unmasked Estep 
Score: -22717658.000000 Penalty: 5946.909668
	Iteration 26F: 3 clusters Score -2.271766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -161523.046875 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -161523 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 589 members 
Entering Unmasked Estep 
Score: -159522.453125 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -159522.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -159797.640625 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -159797.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159871.468750 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -159871.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159912.796875 Penalty: 3503.696289
	Iteration 3Q: 3 clusters Score -159912.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159933.859375 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -159933.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159950.296875 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -159950.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -159958.187500 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -159958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -159962.359375 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -159962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -159965.046875 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -159965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -159967.250000 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -159967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -159968.000000 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -159968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -159969.390625 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -159969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159970.125000 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -159970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -159971.984375 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -159972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -159971.984375 Penalty: 3503.696289
	Iteration 14F: 3 clusters Score -159972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Entering Unmasked Estep 
Score: -606539.125000 Penalty: 2081.517578
	Iteration 0F: 2 clusters Score -606539.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -602374.437500 Penalty: 4163.035156
	Iteration 0F: 3 clusters Score -602374.4 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -603319.062500 Penalty: 4163.035156
	Iteration 1F: 3 clusters Score -603319.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -603534.312500 Penalty: 4163.035156
	Iteration 2F: 3 clusters Score -603534.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -603647.500000 Penalty: 4163.035156
	Iteration 3Q: 3 clusters Score -603647.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -603712.000000 Penalty: 4163.035156
	Iteration 4Q: 3 clusters Score -603712 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -603757.375000 Penalty: 4163.035156
	Iteration 5Q: 3 clusters Score -603757.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -603789.062500 Penalty: 4163.035156
	Iteration 6Q: 3 clusters Score -603789.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -603823.375000 Penalty: 4163.035156
	Iteration 7Q: 3 clusters Score -603823.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -603845.312500 Penalty: 4163.035156
	Iteration 8Q: 3 clusters Score -603845.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -603866.812500 Penalty: 4163.035156
	Iteration 9Q: 3 clusters Score -603866.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -603881.062500 Penalty: 4163.035156
	Iteration 10Q: 3 clusters Score -603881.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -603890.312500 Penalty: 4163.035156
	Iteration 11Q: 3 clusters Score -603890.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -603906.687500 Penalty: 4163.035156
	Iteration 12Q: 3 clusters Score -603906.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -603918.812500 Penalty: 4163.035156
	Iteration 13Q: 3 clusters Score -603918.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -603928.562500 Penalty: 4163.035156
	Iteration 14Q: 3 clusters Score -603928.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -603935.625000 Penalty: 4163.035156
	Iteration 15Q: 3 clusters Score -603935.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -603944.187500 Penalty: 4163.035156
	Iteration 16Q: 3 clusters Score -603944.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -603947.812500 Penalty: 4163.035156
	Iteration 17Q: 3 clusters Score -603947.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -603952.125000 Penalty: 4163.035156
	Iteration 18Q: 3 clusters Score -603952.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -603956.687500 Penalty: 4163.035156
	Iteration 19Q: 3 clusters Score -603956.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -603960.875000 Penalty: 4163.035156
	Iteration 20F: 3 clusters Score -603960.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -603962.500000 Penalty: 4163.035156
	Iteration 21Q: 3 clusters Score -603962.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -603966.125000 Penalty: 4163.035156
	Iteration 22Q: 3 clusters Score -603966.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -603969.312500 Penalty: 4163.035156
	Iteration 23Q: 3 clusters Score -603969.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -603971.812500 Penalty: 4163.035156
	Iteration 24Q: 3 clusters Score -603971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -603974.687500 Penalty: 4163.035156
	Iteration 25Q: 3 clusters Score -603974.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -603976.437500 Penalty: 4163.035156
	Iteration 26Q: 3 clusters Score -603976.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -603977.312500 Penalty: 4163.035156
	Iteration 27Q: 3 clusters Score -603977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -603978.812500 Penalty: 4163.035156
	Iteration 28Q: 3 clusters Score -603978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -603979.000000 Penalty: 4163.035156
	Iteration 29Q: 3 clusters Score -603979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -603978.812500 Penalty: 4163.035156
	Iteration 30Q: 3 clusters Score -603978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -603978.812500 Penalty: 4163.035156
	Iteration 31Q: 3 clusters Score -603978.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -603978.812500 Penalty: 4163.035156
	Iteration 32F: 3 clusters Score -603978.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22629.263672 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -22629.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21569.292969 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -21569.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21623.865234 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -21623.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21626.960938 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -21626.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21626.960938 Penalty: 2635.350342
	Iteration 3F: 3 clusters Score -21626.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -162185.171875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -162185.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -160128.218750 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -160128.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -160443.875000 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -160443.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -160545.093750 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -160545.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -160618.921875 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -160618.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -160659.109375 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -160659.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -160693.046875 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -160693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -160714.390625 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -160714.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -160736.906250 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -160736.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -160769.671875 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -160769.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -160791.250000 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -160791.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -160799.296875 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -160799.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -160806.578125 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -160806.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160813.593750 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -160813.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -160821.781250 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -160821.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -160837.015625 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -160837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -160841.890625 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -160841.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -160845.968750 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -160846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -160848.671875 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -160848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -160861.609375 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -160861.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -160883.703125 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -160883.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -160918.718750 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -160918.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -160941.578125 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -160941.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -160989.312500 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -160989.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -161046.015625 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -161046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -161086.843750 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -161086.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -161116.000000 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -161116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -161136.968750 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -161137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -161156.687500 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -161156.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -161179.406250 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -161179.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -161190.093750 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -161190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -161200.593750 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -161200.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -161220.921875 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -161220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -161240.171875 Penalty: 3506.657715
	Iteration 32Q: 3 clusters Score -161240.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -161254.921875 Penalty: 3506.657715
	Iteration 33Q: 3 clusters Score -161254.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -161265.109375 Penalty: 3506.657715
	Iteration 34Q: 3 clusters Score -161265.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -161279.812500 Penalty: 3506.657715
	Iteration 35Q: 3 clusters Score -161279.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -161286.875000 Penalty: 3506.657715
	Iteration 36Q: 3 clusters Score -161286.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -161296.703125 Penalty: 3506.657715
	Iteration 37Q: 3 clusters Score -161296.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -161302.796875 Penalty: 3506.657715
	Iteration 38Q: 3 clusters Score -161302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -161308.578125 Penalty: 3506.657715
	Iteration 39Q: 3 clusters Score -161308.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -161314.828125 Penalty: 3506.657715
	Iteration 40F: 3 clusters Score -161314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -161319.578125 Penalty: 3506.657715
	Iteration 41Q: 3 clusters Score -161319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161323.328125 Penalty: 3506.657715
	Iteration 42Q: 3 clusters Score -161323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -161325.312500 Penalty: 3506.657715
	Iteration 43Q: 3 clusters Score -161325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -161329.953125 Penalty: 3506.657715
	Iteration 44Q: 3 clusters Score -161330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -161333.578125 Penalty: 3506.657715
	Iteration 45Q: 3 clusters Score -161333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -161336.031250 Penalty: 3506.657715
	Iteration 46Q: 3 clusters Score -161336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -161348.625000 Penalty: 3506.657715
	Iteration 47Q: 3 clusters Score -161348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -161358.171875 Penalty: 3506.657715
	Iteration 48Q: 3 clusters Score -161358.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -161368.859375 Penalty: 3506.657715
	Iteration 49Q: 3 clusters Score -161368.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -161382.312500 Penalty: 3506.657715
	Iteration 50Q: 3 clusters Score -161382.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -161395.859375 Penalty: 3506.657715
	Iteration 51Q: 3 clusters Score -161395.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -161401.375000 Penalty: 3506.657715
	Iteration 52Q: 3 clusters Score -161401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -161401.375000 Penalty: 3506.657715
	Iteration 53F: 3 clusters Score -161401.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Entering Unmasked Estep 
Score: -6610655.500000 Penalty: 2665.259521
	Iteration 0F: 2 clusters Score -6610656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -6579434.000000 Penalty: 5330.519043
	Iteration 0F: 3 clusters Score -6579434 nChanged 21300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -6591158.000000 Penalty: 5330.519043
	Iteration 1F: 3 clusters Score -6591158 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -6591688.000000 Penalty: 5330.519043
	Iteration 2Q: 3 clusters Score -6591688 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -6592209.000000 Penalty: 5330.519043
	Iteration 3Q: 3 clusters Score -6592209 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -6592741.500000 Penalty: 5330.519043
	Iteration 4Q: 3 clusters Score -6592742 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -6593392.000000 Penalty: 5330.519043
	Iteration 5Q: 3 clusters Score -6593392 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -6594241.500000 Penalty: 5330.519043
	Iteration 6Q: 3 clusters Score -6594242 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -6595424.500000 Penalty: 5330.519043
	Iteration 7Q: 3 clusters Score -6595424 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -6597007.500000 Penalty: 5330.519043
	Iteration 8F: 3 clusters Score -6597008 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -6598991.500000 Penalty: 5330.519043
	Iteration 9F: 3 clusters Score -6598992 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -6601383.000000 Penalty: 5330.519043
	Iteration 10F: 3 clusters Score -6601383 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -6603466.000000 Penalty: 5330.519043
	Iteration 11F: 3 clusters Score -6603466 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -6604943.000000 Penalty: 5330.519043
	Iteration 12Q: 3 clusters Score -6604943 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -6605798.000000 Penalty: 5330.519043
	Iteration 13Q: 3 clusters Score -6605798 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -6606216.500000 Penalty: 5330.519043
	Iteration 14Q: 3 clusters Score -6606216 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -6606507.500000 Penalty: 5330.519043
	Iteration 15Q: 3 clusters Score -6606508 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -6606732.500000 Penalty: 5330.519043
	Iteration 16Q: 3 clusters Score -6606732 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -6606935.000000 Penalty: 5330.519043
	Iteration 17Q: 3 clusters Score -6606935 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -6607090.500000 Penalty: 5330.519043
	Iteration 18Q: 3 clusters Score -6607090 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -6607254.000000 Penalty: 5330.519043
	Iteration 19Q: 3 clusters Score -6607254 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -6607353.000000 Penalty: 5330.519043
	Iteration 20F: 3 clusters Score -6607353 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -6607475.500000 Penalty: 5330.519043
	Iteration 21Q: 3 clusters Score -6607476 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -6607599.000000 Penalty: 5330.519043
	Iteration 22Q: 3 clusters Score -6607599 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6607681.000000 Penalty: 5330.519043
	Iteration 23Q: 3 clusters Score -6607681 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6607747.500000 Penalty: 5330.519043
	Iteration 24Q: 3 clusters Score -6607748 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -6607825.500000 Penalty: 5330.519043
	Iteration 25Q: 3 clusters Score -6607826 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6607902.000000 Penalty: 5330.519043
	Iteration 26Q: 3 clusters Score -6607902 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -6607952.500000 Penalty: 5330.519043
	Iteration 27Q: 3 clusters Score -6607952 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6607985.000000 Penalty: 5330.519043
	Iteration 28Q: 3 clusters Score -6607985 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -6608053.500000 Penalty: 5330.519043
	Iteration 29Q: 3 clusters Score -6608054 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6608094.500000 Penalty: 5330.519043
	Iteration 30Q: 3 clusters Score -6608094 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6608132.500000 Penalty: 5330.519043
	Iteration 31Q: 3 clusters Score -6608132 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6608183.000000 Penalty: 5330.519043
	Iteration 32Q: 3 clusters Score -6608183 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6608222.500000 Penalty: 5330.519043
	Iteration 33Q: 3 clusters Score -6608222 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6608225.000000 Penalty: 5330.519043
	Iteration 34Q: 3 clusters Score -6608225 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6608266.500000 Penalty: 5330.519043
	Iteration 35Q: 3 clusters Score -6608266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6608287.500000 Penalty: 5330.519043
	Iteration 36Q: 3 clusters Score -6608288 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6608312.500000 Penalty: 5330.519043
	Iteration 37Q: 3 clusters Score -6608312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6608323.000000 Penalty: 5330.519043
	Iteration 38Q: 3 clusters Score -6608323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6608356.500000 Penalty: 5330.519043
	Iteration 39Q: 3 clusters Score -6608356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6608367.500000 Penalty: 5330.519043
	Iteration 40F: 3 clusters Score -6608368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6608396.000000 Penalty: 5330.519043
	Iteration 41Q: 3 clusters Score -6608396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6608387.000000 Penalty: 5330.519043
	Iteration 42Q: 3 clusters Score -6608387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6608403.000000 Penalty: 5330.519043
	Iteration 43Q: 3 clusters Score -6608403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6608397.500000 Penalty: 5330.519043
	Iteration 44Q: 3 clusters Score -6608398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6608405.000000 Penalty: 5330.519043
	Iteration 45Q: 3 clusters Score -6608405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6608427.000000 Penalty: 5330.519043
	Iteration 46Q: 3 clusters Score -6608427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6608441.000000 Penalty: 5330.519043
	Iteration 47Q: 3 clusters Score -6608441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6608444.000000 Penalty: 5330.519043
	Iteration 48Q: 3 clusters Score -6608444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6608462.000000 Penalty: 5330.519043
	Iteration 49Q: 3 clusters Score -6608462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6608477.500000 Penalty: 5330.519043
	Iteration 50Q: 3 clusters Score -6608478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6608481.500000 Penalty: 5330.519043
	Iteration 51Q: 3 clusters Score -6608482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6608484.000000 Penalty: 5330.519043
	Iteration 52Q: 3 clusters Score -6608484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6608495.000000 Penalty: 5330.519043
	Iteration 53Q: 3 clusters Score -6608495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6608498.000000 Penalty: 5330.519043
	Iteration 54Q: 3 clusters Score -6608498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6608498.000000 Penalty: 5330.519043
	Iteration 55Q: 3 clusters Score -6608498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6608496.500000 Penalty: 5330.519043
	Iteration 56Q: 3 clusters Score -6608496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6608504.000000 Penalty: 5330.519043
	Iteration 57Q: 3 clusters Score -6608504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6608505.000000 Penalty: 5330.519043
	Iteration 58Q: 3 clusters Score -6608505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6608508.500000 Penalty: 5330.519043
	Iteration 59Q: 3 clusters Score -6608508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6608506.000000 Penalty: 5330.519043
	Iteration 60F: 3 clusters Score -6608506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6608509.500000 Penalty: 5330.519043
	Iteration 61Q: 3 clusters Score -6608510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6608513.500000 Penalty: 5330.519043
	Iteration 62Q: 3 clusters Score -6608514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6608509.500000 Penalty: 5330.519043
	Iteration 63Q: 3 clusters Score -6608510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6608510.000000 Penalty: 5330.519043
	Iteration 64Q: 3 clusters Score -6608510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6608511.500000 Penalty: 5330.519043
	Iteration 65Q: 3 clusters Score -6608512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6608521.000000 Penalty: 5330.519043
	Iteration 66Q: 3 clusters Score -6608521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6608515.000000 Penalty: 5330.519043
	Iteration 67Q: 3 clusters Score -6608515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6608513.500000 Penalty: 5330.519043
	Iteration 68Q: 3 clusters Score -6608514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6608517.000000 Penalty: 5330.519043
	Iteration 69Q: 3 clusters Score -6608517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6608517.500000 Penalty: 5330.519043
	Iteration 70Q: 3 clusters Score -6608518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6608523.000000 Penalty: 5330.519043
	Iteration 71Q: 3 clusters Score -6608523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6608529.500000 Penalty: 5330.519043
	Iteration 72Q: 3 clusters Score -6608530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6608529.000000 Penalty: 5330.519043
	Iteration 73Q: 3 clusters Score -6608529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6608528.000000 Penalty: 5330.519043
	Iteration 74Q: 3 clusters Score -6608528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6608527.000000 Penalty: 5330.519043
	Iteration 75Q: 3 clusters Score -6608527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6608540.000000 Penalty: 5330.519043
	Iteration 76Q: 3 clusters Score -6608540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6608538.500000 Penalty: 5330.519043
	Iteration 77Q: 3 clusters Score -6608538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6608534.000000 Penalty: 5330.519043
	Iteration 78Q: 3 clusters Score -6608534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6608531.000000 Penalty: 5330.519043
	Iteration 79Q: 3 clusters Score -6608531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6608536.000000 Penalty: 5330.519043
	Iteration 80F: 3 clusters Score -6608536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107877 members 
Entering Unmasked Estep 
Score: -15317207.000000 Penalty: 2874.009277
	Iteration 0F: 2 clusters Score -1.531721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -15245407.000000 Penalty: 5748.018555
	Iteration 0F: 3 clusters Score -1.524541e+07 nChanged 51121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -15275355.000000 Penalty: 5748.018555
	Iteration 1F: 3 clusters Score -1.527536e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -15276267.000000 Penalty: 5748.018555
	Iteration 2Q: 3 clusters Score -1.527627e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -15277364.000000 Penalty: 5748.018555
	Iteration 3Q: 3 clusters Score -1.527736e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -15278663.000000 Penalty: 5748.018555
	Iteration 4Q: 3 clusters Score -1.527866e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -15280201.000000 Penalty: 5748.018555
	Iteration 5Q: 3 clusters Score -1.52802e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -15282101.000000 Penalty: 5748.018555
	Iteration 6Q: 3 clusters Score -1.52821e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -15284790.000000 Penalty: 5748.018555
	Iteration 7Q: 3 clusters Score -1.528479e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -15288588.000000 Penalty: 5748.018555
	Iteration 8F: 3 clusters Score -1.528859e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 68495 members 
Entering Unmasked Estep 
Score: -15293688.000000 Penalty: 5748.018555
	Iteration 9F: 3 clusters Score -1.529369e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 72549 members 
Entering Unmasked Estep 
Score: -15298962.000000 Penalty: 5748.018555
	Iteration 10F: 3 clusters Score -1.529896e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -15302632.000000 Penalty: 5748.018555
	Iteration 11F: 3 clusters Score -1.530263e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -15304552.000000 Penalty: 5748.018555
	Iteration 12Q: 3 clusters Score -1.530455e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -15305812.000000 Penalty: 5748.018555
	Iteration 13Q: 3 clusters Score -1.530581e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 83180 members 
Entering Unmasked Estep 
Score: -15306871.000000 Penalty: 5748.018555
	Iteration 14Q: 3 clusters Score -1.530687e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 85392 members 
Entering Unmasked Estep 
Score: -15307873.000000 Penalty: 5748.018555
	Iteration 15Q: 3 clusters Score -1.530787e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -15308793.000000 Penalty: 5748.018555
	Iteration 16Q: 3 clusters Score -1.530879e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 89377 members 
Entering Unmasked Estep 
Score: -15309658.000000 Penalty: 5748.018555
	Iteration 17Q: 3 clusters Score -1.530966e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -15310559.000000 Penalty: 5748.018555
	Iteration 18Q: 3 clusters Score -1.531056e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 92814 members 
Entering Unmasked Estep 
Score: -15311317.000000 Penalty: 5748.018555
	Iteration 19Q: 3 clusters Score -1.531132e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 94250 members 
Entering Unmasked Estep 
Score: -15312104.000000 Penalty: 5748.018555
	Iteration 20F: 3 clusters Score -1.53121e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 95539 members 
Entering Unmasked Estep 
Score: -15312592.000000 Penalty: 5748.018555
	Iteration 21Q: 3 clusters Score -1.531259e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 96677 members 
Entering Unmasked Estep 
Score: -15313195.000000 Penalty: 5748.018555
	Iteration 22Q: 3 clusters Score -1.53132e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -15313490.000000 Penalty: 5748.018555
	Iteration 23Q: 3 clusters Score -1.531349e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 98513 members 
Entering Unmasked Estep 
Score: -15313888.000000 Penalty: 5748.018555
	Iteration 24Q: 3 clusters Score -1.531389e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 99245 members 
Entering Unmasked Estep 
Score: -15314131.000000 Penalty: 5748.018555
	Iteration 25Q: 3 clusters Score -1.531413e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -15314355.000000 Penalty: 5748.018555
	Iteration 26Q: 3 clusters Score -1.531436e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 100335 members 
Entering Unmasked Estep 
Score: -15314454.000000 Penalty: 5748.018555
	Iteration 27Q: 3 clusters Score -1.531445e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -15314604.000000 Penalty: 5748.018555
	Iteration 28Q: 3 clusters Score -1.53146e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -15314703.000000 Penalty: 5748.018555
	Iteration 29Q: 3 clusters Score -1.53147e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 101551 members 
Entering Unmasked Estep 
Score: -15314829.000000 Penalty: 5748.018555
	Iteration 30Q: 3 clusters Score -1.531483e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -15314911.000000 Penalty: 5748.018555
	Iteration 31Q: 3 clusters Score -1.531491e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -15314985.000000 Penalty: 5748.018555
	Iteration 32Q: 3 clusters Score -1.531498e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -15315048.000000 Penalty: 5748.018555
	Iteration 33Q: 3 clusters Score -1.531505e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 102619 members 
Entering Unmasked Estep 
Score: -15315103.000000 Penalty: 5748.018555
	Iteration 34Q: 3 clusters Score -1.53151e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
Score: -15315177.000000 Penalty: 5748.018555
	Iteration 35Q: 3 clusters Score -1.531518e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -15315225.000000 Penalty: 5748.018555
	Iteration 36Q: 3 clusters Score -1.531522e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 103121 members 
Entering Unmasked Estep 
Score: -15315301.000000 Penalty: 5748.018555
	Iteration 37Q: 3 clusters Score -1.53153e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -15315298.000000 Penalty: 5748.018555
	Iteration 38Q: 3 clusters Score -1.53153e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 103386 members 
Entering Unmasked Estep 
Score: -15315341.000000 Penalty: 5748.018555
	Iteration 39Q: 3 clusters Score -1.531534e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 103485 members 
Entering Unmasked Estep 
Score: -15315330.000000 Penalty: 5748.018555
	Iteration 40F: 3 clusters Score -1.531533e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 103562 members 
Entering Unmasked Estep 
Score: -15315340.000000 Penalty: 5748.018555
	Iteration 41Q: 3 clusters Score -1.531534e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 103638 members 
Entering Unmasked Estep 
Score: -15315338.000000 Penalty: 5748.018555
	Iteration 42Q: 3 clusters Score -1.531534e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -15315344.000000 Penalty: 5748.018555
	Iteration 43Q: 3 clusters Score -1.531534e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -15315362.000000 Penalty: 5748.018555
	Iteration 44Q: 3 clusters Score -1.531536e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -15315383.000000 Penalty: 5748.018555
	Iteration 45Q: 3 clusters Score -1.531538e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 103819 members 
Entering Unmasked Estep 
Score: -15315404.000000 Penalty: 5748.018555
	Iteration 46Q: 3 clusters Score -1.53154e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -15315413.000000 Penalty: 5748.018555
	Iteration 47Q: 3 clusters Score -1.531541e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -15315421.000000 Penalty: 5748.018555
	Iteration 48Q: 3 clusters Score -1.531542e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 103952 members 
Entering Unmasked Estep 
Score: -15315409.000000 Penalty: 5748.018555
	Iteration 49Q: 3 clusters Score -1.531541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -15315424.000000 Penalty: 5748.018555
	Iteration 50Q: 3 clusters Score -1.531542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 103984 members 
Entering Unmasked Estep 
Score: -15315421.000000 Penalty: 5748.018555
	Iteration 51Q: 3 clusters Score -1.531542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -15315425.000000 Penalty: 5748.018555
	Iteration 52Q: 3 clusters Score -1.531542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 104009 members 
Entering Unmasked Estep 
Score: -15315418.000000 Penalty: 5748.018555
	Iteration 53Q: 3 clusters Score -1.531542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -15315416.000000 Penalty: 5748.018555
	Iteration 54Q: 3 clusters Score -1.531542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
Score: -15315434.000000 Penalty: 5748.018555
	Iteration 55Q: 3 clusters Score -1.531543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 104069 members 
Entering Unmasked Estep 
Score: -15315439.000000 Penalty: 5748.018555
	Iteration 56Q: 3 clusters Score -1.531544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -15315436.000000 Penalty: 5748.018555
	Iteration 57Q: 3 clusters Score -1.531544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 104085 members 
Entering Unmasked Estep 
Score: -15315442.000000 Penalty: 5748.018555
	Iteration 58Q: 3 clusters Score -1.531544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 104092 members 
Entering Unmasked Estep 
Score: -15315446.000000 Penalty: 5748.018555
	Iteration 59Q: 3 clusters Score -1.531545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -15315450.000000 Penalty: 5748.018555
	Iteration 60F: 3 clusters Score -1.531545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -15315457.000000 Penalty: 5748.018555
	Iteration 61Q: 3 clusters Score -1.531546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -15315461.000000 Penalty: 5748.018555
	Iteration 62Q: 3 clusters Score -1.531546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 104114 members 
Entering Unmasked Estep 
Score: -15315451.000000 Penalty: 5748.018555
	Iteration 63Q: 3 clusters Score -1.531545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 104116 members 
Entering Unmasked Estep 
Score: -15315452.000000 Penalty: 5748.018555
	Iteration 64Q: 3 clusters Score -1.531545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -15315465.000000 Penalty: 5748.018555
	Iteration 65Q: 3 clusters Score -1.531546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -15315461.000000 Penalty: 5748.018555
	Iteration 66Q: 3 clusters Score -1.531546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
Score: -15315462.000000 Penalty: 5748.018555
	Iteration 67Q: 3 clusters Score -1.531546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 104134 members 
Entering Unmasked Estep 
Score: -15315458.000000 Penalty: 5748.018555
	Iteration 68Q: 3 clusters Score -1.531546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 104136 members 
Entering Unmasked Estep 
Score: -15315455.000000 Penalty: 5748.018555
	Iteration 69Q: 3 clusters Score -1.531546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 104139 members 
Entering Unmasked Estep 
Score: -15315451.000000 Penalty: 5748.018555
	Iteration 70Q: 3 clusters Score -1.531545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 104141 members 
Entering Unmasked Estep 
Score: -15315458.000000 Penalty: 5748.018555
	Iteration 71Q: 3 clusters Score -1.531546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 104142 members 
Entering Unmasked Estep 
Score: -15315459.000000 Penalty: 5748.018555
	Iteration 72Q: 3 clusters Score -1.531546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 104148 members 
Entering Unmasked Estep 
Score: -15315447.000000 Penalty: 5748.018555
	Iteration 73Q: 3 clusters Score -1.531545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 104154 members 
Entering Unmasked Estep 
Score: -15315445.000000 Penalty: 5748.018555
	Iteration 74Q: 3 clusters Score -1.531544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 104160 members 
Entering Unmasked Estep 
Score: -15315453.000000 Penalty: 5748.018555
	Iteration 75Q: 3 clusters Score -1.531545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 104166 members 
Entering Unmasked Estep 
Score: -15315448.000000 Penalty: 5748.018555
	Iteration 76Q: 3 clusters Score -1.531545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 104169 members 
Entering Unmasked Estep 
Score: -15315449.000000 Penalty: 5748.018555
	Iteration 77Q: 3 clusters Score -1.531545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 104171 members 
Entering Unmasked Estep 
Score: -15315445.000000 Penalty: 5748.018555
	Iteration 78Q: 3 clusters Score -1.531544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 104174 members 
Entering Unmasked Estep 
Score: -15315437.000000 Penalty: 5748.018555
	Iteration 79Q: 3 clusters Score -1.531544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 104174 members 
Entering Unmasked Estep 
Score: -15315437.000000 Penalty: 5748.018555
	Iteration 80F: 3 clusters Score -1.531544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -75583.500000 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -75583.5 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 317 members 
Entering Unmasked Estep 
Score: -73949.992188 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -73949.99 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74190.078125 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -74190.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74265.085938 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -74265.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74287.679688 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -74287.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74295.546875 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -74295.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74306.437500 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -74306.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74319.109375 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -74319.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74320.304688 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -74320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74327.445312 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -74327.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74336.406250 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -74336.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74340.695312 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -74340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74340.695312 Penalty: 3174.527832
	Iteration 11F: 3 clusters Score -74340.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181093 members 
Entering Unmasked Estep 
Score: -25749012.000000 Penalty: 3002.478027
	Iteration 0F: 2 clusters Score -2.574901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 90185 members 
Entering Unmasked Estep 
Score: -25651422.000000 Penalty: 6004.956055
	Iteration 0F: 3 clusters Score -2.565142e+07 nChanged 87264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 84833 members 
Entering Unmasked Estep 
Score: -25702820.000000 Penalty: 6004.956055
	Iteration 1F: 3 clusters Score -2.570282e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -25704468.000000 Penalty: 6004.956055
	Iteration 2Q: 3 clusters Score -2.570447e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102963 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -25706708.000000 Penalty: 6004.956055
	Iteration 3Q: 3 clusters Score -2.570671e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108409 members 
Mstep: Class 2 contains 72684 members 
Entering Unmasked Estep 
Score: -25709958.000000 Penalty: 6004.956055
	Iteration 4Q: 3 clusters Score -2.570996e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -25715204.000000 Penalty: 6004.956055
	Iteration 5F: 3 clusters Score -2.57152e+07 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122817 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -25722522.000000 Penalty: 6004.956055
	Iteration 6F: 3 clusters Score -2.572252e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128655 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -25731028.000000 Penalty: 6004.956055
	Iteration 7F: 3 clusters Score -2.573103e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131136 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -25737076.000000 Penalty: 6004.956055
	Iteration 8F: 3 clusters Score -2.573708e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131730 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -25739222.000000 Penalty: 6004.956055
	Iteration 9Q: 3 clusters Score -2.573922e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131765 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -25739876.000000 Penalty: 6004.956055
	Iteration 10Q: 3 clusters Score -2.573988e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131596 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -25739998.000000 Penalty: 6004.956055
	Iteration 11Q: 3 clusters Score -2.574e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -25740012.000000 Penalty: 6004.956055
	Iteration 12Q: 3 clusters Score -2.574001e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131052 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -25740196.000000 Penalty: 6004.956055
	Iteration 13Q: 3 clusters Score -2.57402e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130653 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -25740242.000000 Penalty: 6004.956055
	Iteration 14Q: 3 clusters Score -2.574024e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130213 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -25740288.000000 Penalty: 6004.956055
	Iteration 15Q: 3 clusters Score -2.574029e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129772 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -25740240.000000 Penalty: 6004.956055
	Iteration 16Q: 3 clusters Score -2.574024e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129279 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -25740250.000000 Penalty: 6004.956055
	Iteration 17Q: 3 clusters Score -2.574025e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128659 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -25740254.000000 Penalty: 6004.956055
	Iteration 18Q: 3 clusters Score -2.574025e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127918 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -25740194.000000 Penalty: 6004.956055
	Iteration 19Q: 3 clusters Score -2.574019e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127109 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -25740310.000000 Penalty: 6004.956055
	Iteration 20F: 3 clusters Score -2.574031e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126232 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -25740422.000000 Penalty: 6004.956055
	Iteration 21Q: 3 clusters Score -2.574042e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125310 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -25740490.000000 Penalty: 6004.956055
	Iteration 22Q: 3 clusters Score -2.574049e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124363 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -25740498.000000 Penalty: 6004.956055
	Iteration 23Q: 3 clusters Score -2.57405e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123338 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -25740598.000000 Penalty: 6004.956055
	Iteration 24Q: 3 clusters Score -2.57406e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122345 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -25740582.000000 Penalty: 6004.956055
	Iteration 25Q: 3 clusters Score -2.574058e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121321 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -25740846.000000 Penalty: 6004.956055
	Iteration 26Q: 3 clusters Score -2.574085e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -25741070.000000 Penalty: 6004.956055
	Iteration 27Q: 3 clusters Score -2.574107e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119324 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -25741290.000000 Penalty: 6004.956055
	Iteration 28Q: 3 clusters Score -2.574129e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118308 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -25741330.000000 Penalty: 6004.956055
	Iteration 29Q: 3 clusters Score -2.574133e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -25741354.000000 Penalty: 6004.956055
	Iteration 30Q: 3 clusters Score -2.574135e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116179 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -25741484.000000 Penalty: 6004.956055
	Iteration 31Q: 3 clusters Score -2.574148e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115123 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -25741582.000000 Penalty: 6004.956055
	Iteration 32Q: 3 clusters Score -2.574158e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114071 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -25741690.000000 Penalty: 6004.956055
	Iteration 33Q: 3 clusters Score -2.574169e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113077 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -25741864.000000 Penalty: 6004.956055
	Iteration 34Q: 3 clusters Score -2.574186e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112067 members 
Mstep: Class 2 contains 69026 members 
Entering Unmasked Estep 
Score: -25742080.000000 Penalty: 6004.956055
	Iteration 35Q: 3 clusters Score -2.574208e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111095 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -25742098.000000 Penalty: 6004.956055
	Iteration 36Q: 3 clusters Score -2.57421e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110152 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -25742136.000000 Penalty: 6004.956055
	Iteration 37Q: 3 clusters Score -2.574214e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109167 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -25742352.000000 Penalty: 6004.956055
	Iteration 38Q: 3 clusters Score -2.574235e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108237 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -25742478.000000 Penalty: 6004.956055
	Iteration 39Q: 3 clusters Score -2.574248e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107349 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -25742506.000000 Penalty: 6004.956055
	Iteration 40F: 3 clusters Score -2.574251e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106523 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -25742570.000000 Penalty: 6004.956055
	Iteration 41Q: 3 clusters Score -2.574257e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105634 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -25742646.000000 Penalty: 6004.956055
	Iteration 42Q: 3 clusters Score -2.574265e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104746 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -25742790.000000 Penalty: 6004.956055
	Iteration 43Q: 3 clusters Score -2.574279e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103931 members 
Mstep: Class 2 contains 77162 members 
Entering Unmasked Estep 
Score: -25742954.000000 Penalty: 6004.956055
	Iteration 44Q: 3 clusters Score -2.574295e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -25743034.000000 Penalty: 6004.956055
	Iteration 45Q: 3 clusters Score -2.574303e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -25743114.000000 Penalty: 6004.956055
	Iteration 46Q: 3 clusters Score -2.574311e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -25743324.000000 Penalty: 6004.956055
	Iteration 47Q: 3 clusters Score -2.574332e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100661 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -25743494.000000 Penalty: 6004.956055
	Iteration 48Q: 3 clusters Score -2.574349e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -25743762.000000 Penalty: 6004.956055
	Iteration 49Q: 3 clusters Score -2.574376e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 81994 members 
Entering Unmasked Estep 
Score: -25743876.000000 Penalty: 6004.956055
	Iteration 50Q: 3 clusters Score -2.574388e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -25743934.000000 Penalty: 6004.956055
	Iteration 51Q: 3 clusters Score -2.574393e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97651 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -25744232.000000 Penalty: 6004.956055
	Iteration 52Q: 3 clusters Score -2.574423e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96991 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -25744512.000000 Penalty: 6004.956055
	Iteration 53Q: 3 clusters Score -2.574451e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -25744754.000000 Penalty: 6004.956055
	Iteration 54Q: 3 clusters Score -2.574475e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95917 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -25744954.000000 Penalty: 6004.956055
	Iteration 55Q: 3 clusters Score -2.574495e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
Score: -25745010.000000 Penalty: 6004.956055
	Iteration 56Q: 3 clusters Score -2.574501e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -25745200.000000 Penalty: 6004.956055
	Iteration 57Q: 3 clusters Score -2.57452e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -25745400.000000 Penalty: 6004.956055
	Iteration 58Q: 3 clusters Score -2.57454e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94168 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -25745554.000000 Penalty: 6004.956055
	Iteration 59Q: 3 clusters Score -2.574555e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93794 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -25745788.000000 Penalty: 6004.956055
	Iteration 60F: 3 clusters Score -2.574579e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -25745970.000000 Penalty: 6004.956055
	Iteration 61Q: 3 clusters Score -2.574597e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 87980 members 
Entering Unmasked Estep 
Score: -25746176.000000 Penalty: 6004.956055
	Iteration 62Q: 3 clusters Score -2.574618e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 88296 members 
Entering Unmasked Estep 
Score: -25746448.000000 Penalty: 6004.956055
	Iteration 63Q: 3 clusters Score -2.574645e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -25746670.000000 Penalty: 6004.956055
	Iteration 64Q: 3 clusters Score -2.574667e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92190 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -25746890.000000 Penalty: 6004.956055
	Iteration 65Q: 3 clusters Score -2.574689e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 89212 members 
Entering Unmasked Estep 
Score: -25747212.000000 Penalty: 6004.956055
	Iteration 66Q: 3 clusters Score -2.574721e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -25747510.000000 Penalty: 6004.956055
	Iteration 67Q: 3 clusters Score -2.574751e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -25747768.000000 Penalty: 6004.956055
	Iteration 68Q: 3 clusters Score -2.574777e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 89761 members 
Entering Unmasked Estep 
Score: -25747974.000000 Penalty: 6004.956055
	Iteration 69Q: 3 clusters Score -2.574797e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91309 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -25748218.000000 Penalty: 6004.956055
	Iteration 70Q: 3 clusters Score -2.574822e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -25748390.000000 Penalty: 6004.956055
	Iteration 71Q: 3 clusters Score -2.574839e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -25748528.000000 Penalty: 6004.956055
	Iteration 72Q: 3 clusters Score -2.574853e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 89521 members 
Entering Unmasked Estep 
Score: -25748636.000000 Penalty: 6004.956055
	Iteration 73Q: 3 clusters Score -2.574864e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91789 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -25748780.000000 Penalty: 6004.956055
	Iteration 74Q: 3 clusters Score -2.574878e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92031 members 
Mstep: Class 2 contains 89062 members 
Entering Unmasked Estep 
Score: -25748910.000000 Penalty: 6004.956055
	Iteration 75Q: 3 clusters Score -2.574891e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 88790 members 
Entering Unmasked Estep 
Score: -25748968.000000 Penalty: 6004.956055
	Iteration 76Q: 3 clusters Score -2.574897e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -25748910.000000 Penalty: 6004.956055
	Iteration 77Q: 3 clusters Score -2.574891e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -25748932.000000 Penalty: 6004.956055
	Iteration 78Q: 3 clusters Score -2.574893e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -25748912.000000 Penalty: 6004.956055
	Iteration 79Q: 3 clusters Score -2.574891e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93838 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -25748886.000000 Penalty: 6004.956055
	Iteration 80F: 3 clusters Score -2.574889e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -25748876.000000 Penalty: 6004.956055
	Iteration 81Q: 3 clusters Score -2.574888e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94723 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -25748978.000000 Penalty: 6004.956055
	Iteration 82Q: 3 clusters Score -2.574898e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95165 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -25748932.000000 Penalty: 6004.956055
	Iteration 83Q: 3 clusters Score -2.574893e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -25749000.000000 Penalty: 6004.956055
	Iteration 84Q: 3 clusters Score -2.5749e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95966 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -25748910.000000 Penalty: 6004.956055
	Iteration 85Q: 3 clusters Score -2.574891e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
Score: -25748932.000000 Penalty: 6004.956055
	Iteration 86Q: 3 clusters Score -2.574893e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96780 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
Score: -25749014.000000 Penalty: 6004.956055
	Iteration 87Q: 3 clusters Score -2.574901e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97187 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -25749012.000000 Penalty: 6004.956055
	Iteration 88Q: 3 clusters Score -2.574901e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 83507 members 
Entering Unmasked Estep 
Score: -25748958.000000 Penalty: 6004.956055
	Iteration 89Q: 3 clusters Score -2.574896e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -25748918.000000 Penalty: 6004.956055
	Iteration 90Q: 3 clusters Score -2.574892e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -25748886.000000 Penalty: 6004.956055
	Iteration 91Q: 3 clusters Score -2.574889e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98701 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -25748890.000000 Penalty: 6004.956055
	Iteration 92Q: 3 clusters Score -2.574889e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99044 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -25748830.000000 Penalty: 6004.956055
	Iteration 93Q: 3 clusters Score -2.574883e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -25748716.000000 Penalty: 6004.956055
	Iteration 94Q: 3 clusters Score -2.574872e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99693 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -25748760.000000 Penalty: 6004.956055
	Iteration 95Q: 3 clusters Score -2.574876e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -25748750.000000 Penalty: 6004.956055
	Iteration 96Q: 3 clusters Score -2.574875e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -25748684.000000 Penalty: 6004.956055
	Iteration 97Q: 3 clusters Score -2.574868e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -25748710.000000 Penalty: 6004.956055
	Iteration 98Q: 3 clusters Score -2.574871e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100931 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -25748722.000000 Penalty: 6004.956055
	Iteration 99Q: 3 clusters Score -2.574872e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -25748724.000000 Penalty: 6004.956055
	Iteration 100F: 3 clusters Score -2.574872e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -25748698.000000 Penalty: 6004.956055
	Iteration 101Q: 3 clusters Score -2.57487e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -25748688.000000 Penalty: 6004.956055
	Iteration 102Q: 3 clusters Score -2.574869e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102169 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -25748684.000000 Penalty: 6004.956055
	Iteration 103Q: 3 clusters Score -2.574868e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102460 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -25748634.000000 Penalty: 6004.956055
	Iteration 104Q: 3 clusters Score -2.574863e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102751 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -25748600.000000 Penalty: 6004.956055
	Iteration 105Q: 3 clusters Score -2.57486e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103017 members 
Mstep: Class 2 contains 78076 members 
Entering Unmasked Estep 
Score: -25748590.000000 Penalty: 6004.956055
	Iteration 106Q: 3 clusters Score -2.574859e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103234 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -25748586.000000 Penalty: 6004.956055
	Iteration 107Q: 3 clusters Score -2.574859e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -25748528.000000 Penalty: 6004.956055
	Iteration 108Q: 3 clusters Score -2.574853e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
Score: -25748524.000000 Penalty: 6004.956055
	Iteration 109Q: 3 clusters Score -2.574852e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -25748462.000000 Penalty: 6004.956055
	Iteration 110Q: 3 clusters Score -2.574846e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -25748420.000000 Penalty: 6004.956055
	Iteration 111Q: 3 clusters Score -2.574842e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 76802 members 
Entering Unmasked Estep 
Score: -25748408.000000 Penalty: 6004.956055
	Iteration 112Q: 3 clusters Score -2.574841e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104502 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -25748410.000000 Penalty: 6004.956055
	Iteration 113Q: 3 clusters Score -2.574841e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104738 members 
Mstep: Class 2 contains 76355 members 
Entering Unmasked Estep 
Score: -25748420.000000 Penalty: 6004.956055
	Iteration 114Q: 3 clusters Score -2.574842e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104969 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -25748398.000000 Penalty: 6004.956055
	Iteration 115Q: 3 clusters Score -2.57484e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -25748384.000000 Penalty: 6004.956055
	Iteration 116Q: 3 clusters Score -2.574838e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105404 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -25748364.000000 Penalty: 6004.956055
	Iteration 117Q: 3 clusters Score -2.574836e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105634 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -25748304.000000 Penalty: 6004.956055
	Iteration 118Q: 3 clusters Score -2.57483e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -25748250.000000 Penalty: 6004.956055
	Iteration 119Q: 3 clusters Score -2.574825e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106091 members 
Mstep: Class 2 contains 75002 members 
Entering Unmasked Estep 
Score: -25748172.000000 Penalty: 6004.956055
	Iteration 120F: 3 clusters Score -2.574817e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106283 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -25748174.000000 Penalty: 6004.956055
	Iteration 121Q: 3 clusters Score -2.574817e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -25748182.000000 Penalty: 6004.956055
	Iteration 122Q: 3 clusters Score -2.574818e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106619 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -25748144.000000 Penalty: 6004.956055
	Iteration 123Q: 3 clusters Score -2.574814e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -25748088.000000 Penalty: 6004.956055
	Iteration 124Q: 3 clusters Score -2.574809e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -25748046.000000 Penalty: 6004.956055
	Iteration 125Q: 3 clusters Score -2.574805e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107077 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -25748000.000000 Penalty: 6004.956055
	Iteration 126Q: 3 clusters Score -2.5748e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107211 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -25747990.000000 Penalty: 6004.956055
	Iteration 127Q: 3 clusters Score -2.574799e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107359 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -25748020.000000 Penalty: 6004.956055
	Iteration 128Q: 3 clusters Score -2.574802e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107510 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -25748024.000000 Penalty: 6004.956055
	Iteration 129Q: 3 clusters Score -2.574802e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -25747996.000000 Penalty: 6004.956055
	Iteration 130Q: 3 clusters Score -2.5748e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107811 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -25747968.000000 Penalty: 6004.956055
	Iteration 131Q: 3 clusters Score -2.574797e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -25747932.000000 Penalty: 6004.956055
	Iteration 132Q: 3 clusters Score -2.574793e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Mstep: Class 2 contains 72979 members 
Entering Unmasked Estep 
Score: -25747890.000000 Penalty: 6004.956055
	Iteration 133Q: 3 clusters Score -2.574789e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108266 members 
Mstep: Class 2 contains 72827 members 
Entering Unmasked Estep 
Score: -25747804.000000 Penalty: 6004.956055
	Iteration 134Q: 3 clusters Score -2.57478e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108411 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -25747764.000000 Penalty: 6004.956055
	Iteration 135Q: 3 clusters Score -2.574776e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -25747776.000000 Penalty: 6004.956055
	Iteration 136Q: 3 clusters Score -2.574778e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108635 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -25747772.000000 Penalty: 6004.956055
	Iteration 137Q: 3 clusters Score -2.574777e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -25747728.000000 Penalty: 6004.956055
	Iteration 138Q: 3 clusters Score -2.574773e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108788 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -25747694.000000 Penalty: 6004.956055
	Iteration 139Q: 3 clusters Score -2.574769e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 72267 members 
Entering Unmasked Estep 
Score: -25747664.000000 Penalty: 6004.956055
	Iteration 140F: 3 clusters Score -2.574766e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108859 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -25747654.000000 Penalty: 6004.956055
	Iteration 141Q: 3 clusters Score -2.574765e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 72220 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.574765e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -25747650.000000 Penalty: 6004.956055
	Iteration 143Q: 3 clusters Score -2.574765e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108913 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -25747632.000000 Penalty: 6004.956055
	Iteration 144Q: 3 clusters Score -2.574763e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108933 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -25747636.000000 Penalty: 6004.956055
	Iteration 145Q: 3 clusters Score -2.574764e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108955 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -25747620.000000 Penalty: 6004.956055
	Iteration 146Q: 3 clusters Score -2.574762e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108987 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -25747562.000000 Penalty: 6004.956055
	Iteration 147Q: 3 clusters Score -2.574756e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109019 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.574756e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109043 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
Score: -25747542.000000 Penalty: 6004.956055
	Iteration 149Q: 3 clusters Score -2.574754e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109071 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -25747556.000000 Penalty: 6004.956055
	Iteration 150Q: 3 clusters Score -2.574756e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -25747534.000000 Penalty: 6004.956055
	Iteration 151Q: 3 clusters Score -2.574753e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109100 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -25747534.000000 Penalty: 6004.956055
	Iteration 152Q: 3 clusters Score -2.574753e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 71979 members 
Entering Unmasked Estep 
Score: -25747496.000000 Penalty: 6004.956055
	Iteration 153Q: 3 clusters Score -2.57475e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109124 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -25747518.000000 Penalty: 6004.956055
	Iteration 154Q: 3 clusters Score -2.574752e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109127 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -25747520.000000 Penalty: 6004.956055
	Iteration 155Q: 3 clusters Score -2.574752e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109127 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -25747502.000000 Penalty: 6004.956055
	Iteration 156Q: 3 clusters Score -2.57475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -25747548.000000 Penalty: 6004.956055
	Iteration 157Q: 3 clusters Score -2.574755e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109148 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -25747542.000000 Penalty: 6004.956055
	Iteration 158Q: 3 clusters Score -2.574754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -25747542.000000 Penalty: 6004.956055
	Iteration 159Q: 3 clusters Score -2.574754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -25747522.000000 Penalty: 6004.956055
	Iteration 160F: 3 clusters Score -2.574752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -25747518.000000 Penalty: 6004.956055
	Iteration 161Q: 3 clusters Score -2.574752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -25747486.000000 Penalty: 6004.956055
	Iteration 162Q: 3 clusters Score -2.574749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109167 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.574748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109174 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -25747474.000000 Penalty: 6004.956055
	Iteration 164Q: 3 clusters Score -2.574747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109174 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -25747472.000000 Penalty: 6004.956055
	Iteration 165Q: 3 clusters Score -2.574747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109175 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -25747470.000000 Penalty: 6004.956055
	Iteration 166Q: 3 clusters Score -2.574747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109183 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
Score: -25747456.000000 Penalty: 6004.956055
	Iteration 167Q: 3 clusters Score -2.574746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109189 members 
Mstep: Class 2 contains 71904 members 
Entering Unmasked Estep 
Score: -25747442.000000 Penalty: 6004.956055
	Iteration 168Q: 3 clusters Score -2.574744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109193 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -25747434.000000 Penalty: 6004.956055
	Iteration 169Q: 3 clusters Score -2.574743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109194 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -25747436.000000 Penalty: 6004.956055
	Iteration 170Q: 3 clusters Score -2.574744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109196 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -25747430.000000 Penalty: 6004.956055
	Iteration 171Q: 3 clusters Score -2.574743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -25747434.000000 Penalty: 6004.956055
	Iteration 172Q: 3 clusters Score -2.574743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109202 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -25747422.000000 Penalty: 6004.956055
	Iteration 173Q: 3 clusters Score -2.574742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -25747394.000000 Penalty: 6004.956055
	Iteration 174Q: 3 clusters Score -2.574739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109212 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -25747406.000000 Penalty: 6004.956055
	Iteration 175Q: 3 clusters Score -2.574741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -25747416.000000 Penalty: 6004.956055
	Iteration 176Q: 3 clusters Score -2.574742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -25747414.000000 Penalty: 6004.956055
	Iteration 177Q: 3 clusters Score -2.574741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -25747408.000000 Penalty: 6004.956055
	Iteration 178Q: 3 clusters Score -2.574741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -25747400.000000 Penalty: 6004.956055
	Iteration 179Q: 3 clusters Score -2.57474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109228 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -25747394.000000 Penalty: 6004.956055
	Iteration 180F: 3 clusters Score -2.574739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109233 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -25747402.000000 Penalty: 6004.956055
	Iteration 181Q: 3 clusters Score -2.57474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109238 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -25747402.000000 Penalty: 6004.956055
	Iteration 182Q: 3 clusters Score -2.57474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -25747412.000000 Penalty: 6004.956055
	Iteration 183Q: 3 clusters Score -2.574741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109243 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -25747408.000000 Penalty: 6004.956055
	Iteration 184Q: 3 clusters Score -2.574741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109239 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -25747388.000000 Penalty: 6004.956055
	Iteration 185Q: 3 clusters Score -2.574739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109237 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -25747390.000000 Penalty: 6004.956055
	Iteration 186Q: 3 clusters Score -2.574739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109238 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -25747398.000000 Penalty: 6004.956055
	Iteration 187Q: 3 clusters Score -2.57474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -25747386.000000 Penalty: 6004.956055
	Iteration 188Q: 3 clusters Score -2.574739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -25747384.000000 Penalty: 6004.956055
	Iteration 189Q: 3 clusters Score -2.574738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -25747368.000000 Penalty: 6004.956055
	Iteration 190Q: 3 clusters Score -2.574737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -25747372.000000 Penalty: 6004.956055
	Iteration 191Q: 3 clusters Score -2.574737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -25747372.000000 Penalty: 6004.956055
	Iteration 192Q: 3 clusters Score -2.574737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109246 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -25747374.000000 Penalty: 6004.956055
	Iteration 193Q: 3 clusters Score -2.574737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109248 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -25747366.000000 Penalty: 6004.956055
	Iteration 194Q: 3 clusters Score -2.574737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -25747384.000000 Penalty: 6004.956055
	Iteration 195Q: 3 clusters Score -2.574738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109256 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -25747374.000000 Penalty: 6004.956055
	Iteration 196Q: 3 clusters Score -2.574737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109259 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
Score: -25747374.000000 Penalty: 6004.956055
	Iteration 197Q: 3 clusters Score -2.574737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109260 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -25747372.000000 Penalty: 6004.956055
	Iteration 198Q: 3 clusters Score -2.574737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109258 members 
Mstep: Class 2 contains 71835 members 
Entering Unmasked Estep 
Score: -25747370.000000 Penalty: 6004.956055
	Iteration 199Q: 3 clusters Score -2.574737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109260 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -25747346.000000 Penalty: 6004.956055
	Iteration 200F: 3 clusters Score -2.574735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109261 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -25747356.000000 Penalty: 6004.956055
	Iteration 201Q: 3 clusters Score -2.574736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109265 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -25747354.000000 Penalty: 6004.956055
	Iteration 202Q: 3 clusters Score -2.574735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109271 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -25747340.000000 Penalty: 6004.956055
	Iteration 203Q: 3 clusters Score -2.574734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109275 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -25747346.000000 Penalty: 6004.956055
	Iteration 204Q: 3 clusters Score -2.574735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109277 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -25747350.000000 Penalty: 6004.956055
	Iteration 205Q: 3 clusters Score -2.574735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109279 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -25747346.000000 Penalty: 6004.956055
	Iteration 206Q: 3 clusters Score -2.574735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109284 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -25747346.000000 Penalty: 6004.956055
	Iteration 207Q: 3 clusters Score -2.574735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109287 members 
Mstep: Class 2 contains 71806 members 
Entering Unmasked Estep 
Score: -25747352.000000 Penalty: 6004.956055
	Iteration 208Q: 3 clusters Score -2.574735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109291 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -25747356.000000 Penalty: 6004.956055
	Iteration 209Q: 3 clusters Score -2.574736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109298 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -25747358.000000 Penalty: 6004.956055
	Iteration 210Q: 3 clusters Score -2.574736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -25747342.000000 Penalty: 6004.956055
	Iteration 211Q: 3 clusters Score -2.574734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -25747342.000000 Penalty: 6004.956055
	Iteration 212Q: 3 clusters Score -2.574734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -25747342.000000 Penalty: 6004.956055
	Iteration 213Q: 3 clusters Score -2.574734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109310 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -25747328.000000 Penalty: 6004.956055
	Iteration 214Q: 3 clusters Score -2.574733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109310 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -25747338.000000 Penalty: 6004.956055
	Iteration 215Q: 3 clusters Score -2.574734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -25747352.000000 Penalty: 6004.956055
	Iteration 216Q: 3 clusters Score -2.574735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109310 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -25747338.000000 Penalty: 6004.956055
	Iteration 217Q: 3 clusters Score -2.574734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -25747342.000000 Penalty: 6004.956055
	Iteration 218Q: 3 clusters Score -2.574734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -25747348.000000 Penalty: 6004.956055
	Iteration 219Q: 3 clusters Score -2.574735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -25747342.000000 Penalty: 6004.956055
	Iteration 220F: 3 clusters Score -2.574734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -25747336.000000 Penalty: 6004.956055
	Iteration 221Q: 3 clusters Score -2.574734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109312 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -25747348.000000 Penalty: 6004.956055
	Iteration 222Q: 3 clusters Score -2.574735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109315 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -25747356.000000 Penalty: 6004.956055
	Iteration 223Q: 3 clusters Score -2.574736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109316 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -25747344.000000 Penalty: 6004.956055
	Iteration 224Q: 3 clusters Score -2.574734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109317 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -25747354.000000 Penalty: 6004.956055
	Iteration 225Q: 3 clusters Score -2.574735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109319 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -25747346.000000 Penalty: 6004.956055
	Iteration 226Q: 3 clusters Score -2.574735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109320 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -25747344.000000 Penalty: 6004.956055
	Iteration 227Q: 3 clusters Score -2.574734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109320 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -25747344.000000 Penalty: 6004.956055
	Iteration 228F: 3 clusters Score -2.574734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145770 members 
Entering Unmasked Estep 
Score: -20678058.000000 Penalty: 2948.666992
	Iteration 0F: 2 clusters Score -2.067806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -20582884.000000 Penalty: 5897.333984
	Iteration 0F: 3 clusters Score -2.058288e+07 nChanged 69674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 71314 members 
Entering Unmasked Estep 
Score: -20623888.000000 Penalty: 5897.333984
	Iteration 1F: 3 clusters Score -2.062389e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -20625306.000000 Penalty: 5897.333984
	Iteration 2Q: 3 clusters Score -2.062531e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -20627132.000000 Penalty: 5897.333984
	Iteration 3Q: 3 clusters Score -2.062713e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -20629550.000000 Penalty: 5897.333984
	Iteration 4Q: 3 clusters Score -2.062955e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -20632278.000000 Penalty: 5897.333984
	Iteration 5Q: 3 clusters Score -2.063228e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -20635820.000000 Penalty: 5897.333984
	Iteration 6F: 3 clusters Score -2.063582e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86438 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -20640646.000000 Penalty: 5897.333984
	Iteration 7F: 3 clusters Score -2.064065e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -20646962.000000 Penalty: 5897.333984
	Iteration 8F: 3 clusters Score -2.064696e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94975 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -20653076.000000 Penalty: 5897.333984
	Iteration 9F: 3 clusters Score -2.065308e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -20656894.000000 Penalty: 5897.333984
	Iteration 10Q: 3 clusters Score -2.065689e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100958 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -20658808.000000 Penalty: 5897.333984
	Iteration 11Q: 3 clusters Score -2.065881e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -20659842.000000 Penalty: 5897.333984
	Iteration 12Q: 3 clusters Score -2.065984e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -20660754.000000 Penalty: 5897.333984
	Iteration 13Q: 3 clusters Score -2.066075e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108505 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -20661558.000000 Penalty: 5897.333984
	Iteration 14Q: 3 clusters Score -2.066156e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110950 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -20662382.000000 Penalty: 5897.333984
	Iteration 15Q: 3 clusters Score -2.066238e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113319 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -20663202.000000 Penalty: 5897.333984
	Iteration 16Q: 3 clusters Score -2.06632e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -20664108.000000 Penalty: 5897.333984
	Iteration 17Q: 3 clusters Score -2.066411e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117936 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -20664990.000000 Penalty: 5897.333984
	Iteration 18Q: 3 clusters Score -2.066499e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120190 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -20665924.000000 Penalty: 5897.333984
	Iteration 19Q: 3 clusters Score -2.066592e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122395 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -20666930.000000 Penalty: 5897.333984
	Iteration 20F: 3 clusters Score -2.066693e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124589 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -20667874.000000 Penalty: 5897.333984
	Iteration 21Q: 3 clusters Score -2.066787e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126662 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -20668668.000000 Penalty: 5897.333984
	Iteration 22Q: 3 clusters Score -2.066867e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128679 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -20669600.000000 Penalty: 5897.333984
	Iteration 23Q: 3 clusters Score -2.06696e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -20670370.000000 Penalty: 5897.333984
	Iteration 24Q: 3 clusters Score -2.067037e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132265 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -20671168.000000 Penalty: 5897.333984
	Iteration 25Q: 3 clusters Score -2.067117e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133794 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -20671802.000000 Penalty: 5897.333984
	Iteration 26Q: 3 clusters Score -2.06718e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135220 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -20672480.000000 Penalty: 5897.333984
	Iteration 27Q: 3 clusters Score -2.067248e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136578 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -20673002.000000 Penalty: 5897.333984
	Iteration 28Q: 3 clusters Score -2.0673e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137831 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -20673584.000000 Penalty: 5897.333984
	Iteration 29Q: 3 clusters Score -2.067358e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138978 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -20674114.000000 Penalty: 5897.333984
	Iteration 30Q: 3 clusters Score -2.067411e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139967 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -20674580.000000 Penalty: 5897.333984
	Iteration 31Q: 3 clusters Score -2.067458e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140821 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -20674994.000000 Penalty: 5897.333984
	Iteration 32Q: 3 clusters Score -2.067499e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141531 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -20675328.000000 Penalty: 5897.333984
	Iteration 33Q: 3 clusters Score -2.067533e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142099 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -20675588.000000 Penalty: 5897.333984
	Iteration 34Q: 3 clusters Score -2.067559e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142533 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -20675754.000000 Penalty: 5897.333984
	Iteration 35Q: 3 clusters Score -2.067575e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142873 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -20675892.000000 Penalty: 5897.333984
	Iteration 36Q: 3 clusters Score -2.067589e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143140 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -20676006.000000 Penalty: 5897.333984
	Iteration 37Q: 3 clusters Score -2.067601e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143369 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -20676052.000000 Penalty: 5897.333984
	Iteration 38Q: 3 clusters Score -2.067605e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143544 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -20676062.000000 Penalty: 5897.333984
	Iteration 39Q: 3 clusters Score -2.067606e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143681 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -20676108.000000 Penalty: 5897.333984
	Iteration 40F: 3 clusters Score -2.067611e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143795 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -20676104.000000 Penalty: 5897.333984
	Iteration 41Q: 3 clusters Score -2.06761e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143880 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -20676148.000000 Penalty: 5897.333984
	Iteration 42Q: 3 clusters Score -2.067615e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143957 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -20676096.000000 Penalty: 5897.333984
	Iteration 43Q: 3 clusters Score -2.06761e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144028 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -20676134.000000 Penalty: 5897.333984
	Iteration 44Q: 3 clusters Score -2.067613e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144083 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -20676138.000000 Penalty: 5897.333984
	Iteration 45Q: 3 clusters Score -2.067614e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144133 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -20676100.000000 Penalty: 5897.333984
	Iteration 46Q: 3 clusters Score -2.06761e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144170 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20676122.000000 Penalty: 5897.333984
	Iteration 47Q: 3 clusters Score -2.067612e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144206 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -20676130.000000 Penalty: 5897.333984
	Iteration 48Q: 3 clusters Score -2.067613e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144244 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -20676132.000000 Penalty: 5897.333984
	Iteration 49Q: 3 clusters Score -2.067613e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144283 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -20676174.000000 Penalty: 5897.333984
	Iteration 50Q: 3 clusters Score -2.067617e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144312 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -20676178.000000 Penalty: 5897.333984
	Iteration 51Q: 3 clusters Score -2.067618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144331 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -20676174.000000 Penalty: 5897.333984
	Iteration 52Q: 3 clusters Score -2.067617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144345 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -20676176.000000 Penalty: 5897.333984
	Iteration 53Q: 3 clusters Score -2.067618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144358 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -20676190.000000 Penalty: 5897.333984
	Iteration 54Q: 3 clusters Score -2.067619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144366 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -20676204.000000 Penalty: 5897.333984
	Iteration 55Q: 3 clusters Score -2.06762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144377 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -20676172.000000 Penalty: 5897.333984
	Iteration 56Q: 3 clusters Score -2.067617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144386 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -20676184.000000 Penalty: 5897.333984
	Iteration 57Q: 3 clusters Score -2.067618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144398 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -20676196.000000 Penalty: 5897.333984
	Iteration 58Q: 3 clusters Score -2.06762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144404 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -20676186.000000 Penalty: 5897.333984
	Iteration 59Q: 3 clusters Score -2.067619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -20676174.000000 Penalty: 5897.333984
	Iteration 60F: 3 clusters Score -2.067617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144417 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20676178.000000 Penalty: 5897.333984
	Iteration 61Q: 3 clusters Score -2.067618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144422 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20676176.000000 Penalty: 5897.333984
	Iteration 62Q: 3 clusters Score -2.067618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144425 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -20676184.000000 Penalty: 5897.333984
	Iteration 63Q: 3 clusters Score -2.067618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144426 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -20676186.000000 Penalty: 5897.333984
	Iteration 64Q: 3 clusters Score -2.067619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144427 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -20676182.000000 Penalty: 5897.333984
	Iteration 65Q: 3 clusters Score -2.067618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144429 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -20676164.000000 Penalty: 5897.333984
	Iteration 66Q: 3 clusters Score -2.067616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144433 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20676170.000000 Penalty: 5897.333984
	Iteration 67Q: 3 clusters Score -2.067617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144436 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -20676166.000000 Penalty: 5897.333984
	Iteration 68Q: 3 clusters Score -2.067617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144440 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -20676174.000000 Penalty: 5897.333984
	Iteration 69Q: 3 clusters Score -2.067617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144442 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -20676172.000000 Penalty: 5897.333984
	Iteration 70Q: 3 clusters Score -2.067617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144446 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -20676168.000000 Penalty: 5897.333984
	Iteration 71Q: 3 clusters Score -2.067617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144451 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -20676166.000000 Penalty: 5897.333984
	Iteration 72Q: 3 clusters Score -2.067617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144454 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -20676162.000000 Penalty: 5897.333984
	Iteration 73Q: 3 clusters Score -2.067616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144455 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -20676168.000000 Penalty: 5897.333984
	Iteration 74Q: 3 clusters Score -2.067617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144456 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -20676170.000000 Penalty: 5897.333984
	Iteration 75Q: 3 clusters Score -2.067617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144456 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -20676170.000000 Penalty: 5897.333984
	Iteration 76F: 3 clusters Score -2.067617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Entering Unmasked Estep 
Score: -1853577.250000 Penalty: 2348.275146
	Iteration 0F: 2 clusters Score -1853577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1844042.125000 Penalty: 4696.550293
	Iteration 0F: 3 clusters Score -1844042 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1847029.875000 Penalty: 4696.550293
	Iteration 1F: 3 clusters Score -1847030 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1847355.125000 Penalty: 4696.550293
	Iteration 2F: 3 clusters Score -1847355 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1847609.750000 Penalty: 4696.550293
	Iteration 3Q: 3 clusters Score -1847610 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1847812.125000 Penalty: 4696.550293
	Iteration 4Q: 3 clusters Score -1847812 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1848006.000000 Penalty: 4696.550293
	Iteration 5Q: 3 clusters Score -1848006 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1848232.750000 Penalty: 4696.550293
	Iteration 6Q: 3 clusters Score -1848233 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1848523.375000 Penalty: 4696.550293
	Iteration 7Q: 3 clusters Score -1848523 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1848926.000000 Penalty: 4696.550293
	Iteration 8Q: 3 clusters Score -1848926 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1849403.000000 Penalty: 4696.550293
	Iteration 9F: 3 clusters Score -1849403 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1849870.125000 Penalty: 4696.550293
	Iteration 10Q: 3 clusters Score -1849870 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1850344.500000 Penalty: 4696.550293
	Iteration 11Q: 3 clusters Score -1850344 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1850763.500000 Penalty: 4696.550293
	Iteration 12Q: 3 clusters Score -1850764 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1851044.375000 Penalty: 4696.550293
	Iteration 13Q: 3 clusters Score -1851044 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1851246.750000 Penalty: 4696.550293
	Iteration 14Q: 3 clusters Score -1851247 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1851369.625000 Penalty: 4696.550293
	Iteration 15Q: 3 clusters Score -1851370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1851445.875000 Penalty: 4696.550293
	Iteration 16Q: 3 clusters Score -1851446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1851496.250000 Penalty: 4696.550293
	Iteration 17Q: 3 clusters Score -1851496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1851533.125000 Penalty: 4696.550293
	Iteration 18Q: 3 clusters Score -1851533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1851567.250000 Penalty: 4696.550293
	Iteration 19Q: 3 clusters Score -1851567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1851580.875000 Penalty: 4696.550293
	Iteration 20F: 3 clusters Score -1851581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1851592.750000 Penalty: 4696.550293
	Iteration 21Q: 3 clusters Score -1851593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1851609.250000 Penalty: 4696.550293
	Iteration 22Q: 3 clusters Score -1851609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1851617.750000 Penalty: 4696.550293
	Iteration 23Q: 3 clusters Score -1851618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1851621.625000 Penalty: 4696.550293
	Iteration 24Q: 3 clusters Score -1851622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1851633.625000 Penalty: 4696.550293
	Iteration 25Q: 3 clusters Score -1851634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1851641.625000 Penalty: 4696.550293
	Iteration 26Q: 3 clusters Score -1851642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1851641.250000 Penalty: 4696.550293
	Iteration 27Q: 3 clusters Score -1851641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1851644.250000 Penalty: 4696.550293
	Iteration 28Q: 3 clusters Score -1851644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1851646.000000 Penalty: 4696.550293
	Iteration 29Q: 3 clusters Score -1851646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1851646.000000 Penalty: 4696.550293
	Iteration 30F: 3 clusters Score -1851646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -54175.746094 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -54175.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52768.675781 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -52768.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52929.910156 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -52929.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53056.218750 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -53056.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53190.226562 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -53190.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53228.593750 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -53228.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53284.253906 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -53284.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53368.289062 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -53368.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53417.843750 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -53417.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53468.945312 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -53468.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53483.667969 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -53483.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53485.828125 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -53485.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53489.089844 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -53489.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53492.531250 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -53492.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53496.664062 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -53496.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53496.664062 Penalty: 3007.637451
	Iteration 14F: 3 clusters Score -53496.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -260891.375000 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -260891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -258335.156250 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -258335.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -258841.546875 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -258841.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -259083.468750 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -259083.5 nChanged 100
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: -259223.062500 Penalty: 3737.242432
	Iteration 3F: 3 clusters Score -259223.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -259319.031250 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -259319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -259385.953125 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -259386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -259423.687500 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -259423.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -259460.875000 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -259460.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -259497.984375 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -259498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -259526.796875 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -259526.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -259551.703125 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -259551.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -259568.953125 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -259569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -259585.718750 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -259585.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -259602.546875 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -259602.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -259617.171875 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -259617.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -259629.375000 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -259629.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -259637.890625 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -259637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -259645.296875 Penalty: 3737.242432
	Iteration 17Q: 3 clusters Score -259645.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -259652.390625 Penalty: 3737.242432
	Iteration 18Q: 3 clusters Score -259652.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -259657.781250 Penalty: 3737.242432
	Iteration 19Q: 3 clusters Score -259657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -259661.140625 Penalty: 3737.242432
	Iteration 20F: 3 clusters Score -259661.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -259662.203125 Penalty: 3737.242432
	Iteration 21Q: 3 clusters Score -259662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -259662.203125 Penalty: 3737.242432
	Iteration 22F: 3 clusters Score -259662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -95986.367188 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -95986.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -94218.781250 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -94218.78 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95008.406250 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -95008.41 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -95687.937500 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -95687.94 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96807.828125 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -96807.83 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -98441.320312 Penalty: 3370.670166
	Iteration 4F: 3 clusters Score -98441.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -99229.390625 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -99229.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -99956.250000 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -99956.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -99997.914062 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -99997.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -100015.320312 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -100015.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -100018.367188 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -100018.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -100018.367188 Penalty: 3370.670166
	Iteration 10F: 3 clusters Score -100018.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 161093 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46491 members 
Mstep: Class 8 contains 107877 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181093 members 
Mstep: Class 11 contains 145770 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 154976 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 36298 members 
Mstep: Class 19 contains 100345 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39282 members 
Mstep: Class 22 contains 35412 members 
Mstep: Class 23 contains 682 members 
Entering Unmasked Estep 
Score: -147104432.000000 Penalty: 79126.429688
Splitting cluster 15 changes total score from -147102480.000000 to -147104432.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (154976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Entering Unmasked Estep 
Score: -21717040.000000 Penalty: 2963.854492
	Iteration 0F: 2 clusters Score -2.171704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -21619066.000000 Penalty: 5927.708984
	Iteration 0F: 3 clusters Score -2.161907e+07 nChanged 74057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
Score: -21662030.000000 Penalty: 5927.708984
	Iteration 1F: 3 clusters Score -2.166203e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85826 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -21663130.000000 Penalty: 5927.708984
	Iteration 2Q: 3 clusters Score -2.166313e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -21665004.000000 Penalty: 5927.708984
	Iteration 3Q: 3 clusters Score -2.1665e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -21668346.000000 Penalty: 5927.708984
	Iteration 4Q: 3 clusters Score -2.166835e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107666 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -21674178.000000 Penalty: 5927.708984
	Iteration 5F: 3 clusters Score -2.167418e+07 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120566 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -21684178.000000 Penalty: 5927.708984
	Iteration 6F: 3 clusters Score -2.168418e+07 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134284 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -21697002.000000 Penalty: 5927.708984
	Iteration 7F: 3 clusters Score -2.1697e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145143 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -21707420.000000 Penalty: 5927.708984
	Iteration 8F: 3 clusters Score -2.170742e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151172 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -21711940.000000 Penalty: 5927.708984
	Iteration 9Q: 3 clusters Score -2.171194e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153459 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -21713508.000000 Penalty: 5927.708984
	Iteration 10Q: 3 clusters Score -2.171351e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154231 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21713982.000000 Penalty: 5927.708984
	Iteration 11Q: 3 clusters Score -2.171398e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154519 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21714240.000000 Penalty: 5927.708984
	Iteration 12Q: 3 clusters Score -2.171424e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154612 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -21714370.000000 Penalty: 5927.708984
	Iteration 13Q: 3 clusters Score -2.171437e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -21714420.000000 Penalty: 5927.708984
	Iteration 14Q: 3 clusters Score -2.171442e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21714446.000000 Penalty: 5927.708984
	Iteration 15Q: 3 clusters Score -2.171445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154690 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21714448.000000 Penalty: 5927.708984
	Iteration 16Q: 3 clusters Score -2.171445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154697 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21714464.000000 Penalty: 5927.708984
	Iteration 17Q: 3 clusters Score -2.171446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154703 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21714472.000000 Penalty: 5927.708984
	Iteration 18Q: 3 clusters Score -2.171447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21714470.000000 Penalty: 5927.708984
	Iteration 19Q: 3 clusters Score -2.171447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154705 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21714464.000000 Penalty: 5927.708984
	Iteration 20F: 3 clusters Score -2.171446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Entering Unmasked Estep 
Score: -956887.125000 Penalty: 2187.423584
	Iteration 0F: 2 clusters Score -956887.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -951233.125000 Penalty: 4374.847168
	Iteration 0F: 3 clusters Score -951233.1 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -952708.562500 Penalty: 4374.847168
	Iteration 1F: 3 clusters Score -952708.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -952953.250000 Penalty: 4374.847168
	Iteration 2F: 3 clusters Score -952953.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -953137.625000 Penalty: 4374.847168
	Iteration 3F: 3 clusters Score -953137.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -953289.437500 Penalty: 4374.847168
	Iteration 4Q: 3 clusters Score -953289.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -953412.500000 Penalty: 4374.847168
	Iteration 5Q: 3 clusters Score -953412.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -953507.000000 Penalty: 4374.847168
	Iteration 6Q: 3 clusters Score -953507 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -953580.187500 Penalty: 4374.847168
	Iteration 7Q: 3 clusters Score -953580.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -953628.937500 Penalty: 4374.847168
	Iteration 8Q: 3 clusters Score -953628.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -953657.875000 Penalty: 4374.847168
	Iteration 9Q: 3 clusters Score -953657.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -953681.062500 Penalty: 4374.847168
	Iteration 10Q: 3 clusters Score -953681.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -953701.812500 Penalty: 4374.847168
	Iteration 11Q: 3 clusters Score -953701.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -953723.625000 Penalty: 4374.847168
	Iteration 12Q: 3 clusters Score -953723.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -953740.437500 Penalty: 4374.847168
	Iteration 13Q: 3 clusters Score -953740.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -953752.187500 Penalty: 4374.847168
	Iteration 14Q: 3 clusters Score -953752.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -953761.312500 Penalty: 4374.847168
	Iteration 15Q: 3 clusters Score -953761.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -953770.500000 Penalty: 4374.847168
	Iteration 16Q: 3 clusters Score -953770.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -953779.687500 Penalty: 4374.847168
	Iteration 17Q: 3 clusters Score -953779.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -953792.687500 Penalty: 4374.847168
	Iteration 18Q: 3 clusters Score -953792.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -953809.312500 Penalty: 4374.847168
	Iteration 19Q: 3 clusters Score -953809.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -953823.937500 Penalty: 4374.847168
	Iteration 20F: 3 clusters Score -953823.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -953836.187500 Penalty: 4374.847168
	Iteration 21Q: 3 clusters Score -953836.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -953847.937500 Penalty: 4374.847168
	Iteration 22Q: 3 clusters Score -953847.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -953861.187500 Penalty: 4374.847168
	Iteration 23Q: 3 clusters Score -953861.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -953870.937500 Penalty: 4374.847168
	Iteration 24Q: 3 clusters Score -953870.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -953882.750000 Penalty: 4374.847168
	Iteration 25Q: 3 clusters Score -953882.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -953893.937500 Penalty: 4374.847168
	Iteration 26Q: 3 clusters Score -953893.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -953902.500000 Penalty: 4374.847168
	Iteration 27Q: 3 clusters Score -953902.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -953910.937500 Penalty: 4374.847168
	Iteration 28Q: 3 clusters Score -953910.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -953921.000000 Penalty: 4374.847168
	Iteration 29Q: 3 clusters Score -953921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -953925.750000 Penalty: 4374.847168
	Iteration 30Q: 3 clusters Score -953925.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -953929.375000 Penalty: 4374.847168
	Iteration 31Q: 3 clusters Score -953929.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -953938.000000 Penalty: 4374.847168
	Iteration 32Q: 3 clusters Score -953938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -953940.875000 Penalty: 4374.847168
	Iteration 33Q: 3 clusters Score -953940.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -953946.625000 Penalty: 4374.847168
	Iteration 34Q: 3 clusters Score -953946.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -953952.875000 Penalty: 4374.847168
	Iteration 35Q: 3 clusters Score -953952.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -953959.750000 Penalty: 4374.847168
	Iteration 36Q: 3 clusters Score -953959.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -953962.937500 Penalty: 4374.847168
	Iteration 37Q: 3 clusters Score -953962.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -953965.062500 Penalty: 4374.847168
	Iteration 38Q: 3 clusters Score -953965.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -953969.875000 Penalty: 4374.847168
	Iteration 39Q: 3 clusters Score -953969.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -953972.437500 Penalty: 4374.847168
	Iteration 40F: 3 clusters Score -953972.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -953974.000000 Penalty: 4374.847168
	Iteration 41Q: 3 clusters Score -953974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -953978.062500 Penalty: 4374.847168
	Iteration 42Q: 3 clusters Score -953978.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -953982.937500 Penalty: 4374.847168
	Iteration 43Q: 3 clusters Score -953982.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -953987.875000 Penalty: 4374.847168
	Iteration 44Q: 3 clusters Score -953987.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -953990.937500 Penalty: 4374.847168
	Iteration 45Q: 3 clusters Score -953990.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -953995.562500 Penalty: 4374.847168
	Iteration 46Q: 3 clusters Score -953995.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -954000.062500 Penalty: 4374.847168
	Iteration 47Q: 3 clusters Score -954000.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -954004.375000 Penalty: 4374.847168
	Iteration 48Q: 3 clusters Score -954004.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -954009.687500 Penalty: 4374.847168
	Iteration 49Q: 3 clusters Score -954009.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -954015.875000 Penalty: 4374.847168
	Iteration 50Q: 3 clusters Score -954015.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -954022.062500 Penalty: 4374.847168
	Iteration 51Q: 3 clusters Score -954022.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -954028.375000 Penalty: 4374.847168
	Iteration 52Q: 3 clusters Score -954028.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -954034.250000 Penalty: 4374.847168
	Iteration 53Q: 3 clusters Score -954034.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -954041.812500 Penalty: 4374.847168
	Iteration 54Q: 3 clusters Score -954041.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -954047.562500 Penalty: 4374.847168
	Iteration 55Q: 3 clusters Score -954047.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -954051.375000 Penalty: 4374.847168
	Iteration 56Q: 3 clusters Score -954051.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -954058.625000 Penalty: 4374.847168
	Iteration 57Q: 3 clusters Score -954058.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -954064.250000 Penalty: 4374.847168
	Iteration 58Q: 3 clusters Score -954064.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -954070.875000 Penalty: 4374.847168
	Iteration 59Q: 3 clusters Score -954070.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -954079.375000 Penalty: 4374.847168
	Iteration 60F: 3 clusters Score -954079.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -954090.187500 Penalty: 4374.847168
	Iteration 61Q: 3 clusters Score -954090.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -954103.875000 Penalty: 4374.847168
	Iteration 62Q: 3 clusters Score -954103.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -954116.625000 Penalty: 4374.847168
	Iteration 63Q: 3 clusters Score -954116.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -954125.750000 Penalty: 4374.847168
	Iteration 64Q: 3 clusters Score -954125.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -954136.125000 Penalty: 4374.847168
	Iteration 65Q: 3 clusters Score -954136.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -954143.500000 Penalty: 4374.847168
	Iteration 66Q: 3 clusters Score -954143.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -954155.250000 Penalty: 4374.847168
	Iteration 67Q: 3 clusters Score -954155.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -954167.375000 Penalty: 4374.847168
	Iteration 68Q: 3 clusters Score -954167.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -954173.937500 Penalty: 4374.847168
	Iteration 69Q: 3 clusters Score -954173.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -954183.437500 Penalty: 4374.847168
	Iteration 70Q: 3 clusters Score -954183.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -954196.687500 Penalty: 4374.847168
	Iteration 71Q: 3 clusters Score -954196.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -954209.687500 Penalty: 4374.847168
	Iteration 72Q: 3 clusters Score -954209.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -954228.875000 Penalty: 4374.847168
	Iteration 73Q: 3 clusters Score -954228.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -954245.187500 Penalty: 4374.847168
	Iteration 74Q: 3 clusters Score -954245.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -954274.250000 Penalty: 4374.847168
	Iteration 75Q: 3 clusters Score -954274.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -954307.812500 Penalty: 4374.847168
	Iteration 76Q: 3 clusters Score -954307.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -954341.000000 Penalty: 4374.847168
	Iteration 77Q: 3 clusters Score -954341 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -954379.125000 Penalty: 4374.847168
	Iteration 78Q: 3 clusters Score -954379.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -954416.125000 Penalty: 4374.847168
	Iteration 79Q: 3 clusters Score -954416.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -954450.750000 Penalty: 4374.847168
	Iteration 80F: 3 clusters Score -954450.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -954499.125000 Penalty: 4374.847168
	Iteration 81Q: 3 clusters Score -954499.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -954538.437500 Penalty: 4374.847168
	Iteration 82Q: 3 clusters Score -954538.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -954582.375000 Penalty: 4374.847168
	Iteration 83Q: 3 clusters Score -954582.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -954614.437500 Penalty: 4374.847168
	Iteration 84Q: 3 clusters Score -954614.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -954659.875000 Penalty: 4374.847168
	Iteration 85Q: 3 clusters Score -954659.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -954694.312500 Penalty: 4374.847168
	Iteration 86Q: 3 clusters Score -954694.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -954727.812500 Penalty: 4374.847168
	Iteration 87Q: 3 clusters Score -954727.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -954773.062500 Penalty: 4374.847168
	Iteration 88Q: 3 clusters Score -954773.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -954826.250000 Penalty: 4374.847168
	Iteration 89Q: 3 clusters Score -954826.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -954862.687500 Penalty: 4374.847168
	Iteration 90Q: 3 clusters Score -954862.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -954896.812500 Penalty: 4374.847168
	Iteration 91Q: 3 clusters Score -954896.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -954927.437500 Penalty: 4374.847168
	Iteration 92Q: 3 clusters Score -954927.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -954952.125000 Penalty: 4374.847168
	Iteration 93Q: 3 clusters Score -954952.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -954970.187500 Penalty: 4374.847168
	Iteration 94Q: 3 clusters Score -954970.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -954982.562500 Penalty: 4374.847168
	Iteration 95Q: 3 clusters Score -954982.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -954998.750000 Penalty: 4374.847168
	Iteration 96Q: 3 clusters Score -954998.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -955009.250000 Penalty: 4374.847168
	Iteration 97Q: 3 clusters Score -955009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -955017.250000 Penalty: 4374.847168
	Iteration 98Q: 3 clusters Score -955017.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -955021.375000 Penalty: 4374.847168
	Iteration 99Q: 3 clusters Score -955021.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -955027.875000 Penalty: 4374.847168
	Iteration 100F: 3 clusters Score -955027.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -955029.687500 Penalty: 4374.847168
	Iteration 101Q: 3 clusters Score -955029.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -955030.562500 Penalty: 4374.847168
	Iteration 102Q: 3 clusters Score -955030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -955034.187500 Penalty: 4374.847168
	Iteration 103Q: 3 clusters Score -955034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -955034.062500 Penalty: 4374.847168
	Iteration 104Q: 3 clusters Score -955034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -955034.062500 Penalty: 4374.847168
	Iteration 105F: 3 clusters Score -955034.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Entering Unmasked Estep 
Score: -5179140.000000 Penalty: 2603.880615
	Iteration 0F: 2 clusters Score -5179140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -5154476.000000 Penalty: 5207.761230
	Iteration 0F: 3 clusters Score -5154476 nChanged 16453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -5163516.000000 Penalty: 5207.761230
	Iteration 1F: 3 clusters Score -5163516 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -5164152.000000 Penalty: 5207.761230
	Iteration 2Q: 3 clusters Score -5164152 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5164949.500000 Penalty: 5207.761230
	Iteration 3F: 3 clusters Score -5164950 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -5166085.500000 Penalty: 5207.761230
	Iteration 4F: 3 clusters Score -5166086 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -5167727.000000 Penalty: 5207.761230
	Iteration 5F: 3 clusters Score -5167727 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5169977.500000 Penalty: 5207.761230
	Iteration 6F: 3 clusters Score -5169978 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -5172392.000000 Penalty: 5207.761230
	Iteration 7F: 3 clusters Score -5172392 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -5174534.000000 Penalty: 5207.761230
	Iteration 8F: 3 clusters Score -5174534 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -5175773.000000 Penalty: 5207.761230
	Iteration 9Q: 3 clusters Score -5175773 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -5176372.000000 Penalty: 5207.761230
	Iteration 10Q: 3 clusters Score -5176372 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -5176592.500000 Penalty: 5207.761230
	Iteration 11Q: 3 clusters Score -5176592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -5176677.500000 Penalty: 5207.761230
	Iteration 12Q: 3 clusters Score -5176678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -5176729.000000 Penalty: 5207.761230
	Iteration 13Q: 3 clusters Score -5176729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -5176760.000000 Penalty: 5207.761230
	Iteration 14Q: 3 clusters Score -5176760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -5176773.000000 Penalty: 5207.761230
	Iteration 15Q: 3 clusters Score -5176773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -5176787.000000 Penalty: 5207.761230
	Iteration 16Q: 3 clusters Score -5176787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -5176794.000000 Penalty: 5207.761230
	Iteration 17Q: 3 clusters Score -5176794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -5176800.500000 Penalty: 5207.761230
	Iteration 18Q: 3 clusters Score -5176800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -5176801.000000 Penalty: 5207.761230
	Iteration 19Q: 3 clusters Score -5176801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -5176800.000000 Penalty: 5207.761230
	Iteration 20F: 3 clusters Score -5176800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -5176802.000000 Penalty: 5207.761230
	Iteration 21Q: 3 clusters Score -5176802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -5176803.000000 Penalty: 5207.761230
	Iteration 22Q: 3 clusters Score -5176803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -5176807.500000 Penalty: 5207.761230
	Iteration 23Q: 3 clusters Score -5176808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -5176807.000000 Penalty: 5207.761230
	Iteration 24Q: 3 clusters Score -5176807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -5176808.000000 Penalty: 5207.761230
	Iteration 25Q: 3 clusters Score -5176808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -5176812.500000 Penalty: 5207.761230
	Iteration 26Q: 3 clusters Score -5176812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -5176812.500000 Penalty: 5207.761230
	Iteration 27F: 3 clusters Score -5176812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (100345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100345 members 
Entering Unmasked Estep 
Score: -14171338.000000 Penalty: 2856.059814
	Iteration 0F: 2 clusters Score -1.417134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -14104110.000000 Penalty: 5712.119629
	Iteration 0F: 3 clusters Score -1.410411e+07 nChanged 47612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -14131872.000000 Penalty: 5712.119629
	Iteration 1F: 3 clusters Score -1.413187e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -14133070.000000 Penalty: 5712.119629
	Iteration 2Q: 3 clusters Score -1.413307e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -14134819.000000 Penalty: 5712.119629
	Iteration 3Q: 3 clusters Score -1.413482e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -14137528.000000 Penalty: 5712.119629
	Iteration 4F: 3 clusters Score -1.413753e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -14141565.000000 Penalty: 5712.119629
	Iteration 5F: 3 clusters Score -1.414156e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -14147176.000000 Penalty: 5712.119629
	Iteration 6F: 3 clusters Score -1.414718e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -14153355.000000 Penalty: 5712.119629
	Iteration 7F: 3 clusters Score -1.415336e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -14158616.000000 Penalty: 5712.119629
	Iteration 8F: 3 clusters Score -1.415862e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -14161884.000000 Penalty: 5712.119629
	Iteration 9Q: 3 clusters Score -1.416188e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -14163670.000000 Penalty: 5712.119629
	Iteration 10Q: 3 clusters Score -1.416367e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -14164661.000000 Penalty: 5712.119629
	Iteration 11Q: 3 clusters Score -1.416466e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -14165358.000000 Penalty: 5712.119629
	Iteration 12Q: 3 clusters Score -1.416536e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 90308 members 
Entering Unmasked Estep 
Score: -14166141.000000 Penalty: 5712.119629
	Iteration 13Q: 3 clusters Score -1.416614e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -14166687.000000 Penalty: 5712.119629
	Iteration 14Q: 3 clusters Score -1.416669e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -14167141.000000 Penalty: 5712.119629
	Iteration 15Q: 3 clusters Score -1.416714e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 93346 members 
Entering Unmasked Estep 
Score: -14167450.000000 Penalty: 5712.119629
	Iteration 16Q: 3 clusters Score -1.416745e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 94068 members 
Entering Unmasked Estep 
Score: -14167742.000000 Penalty: 5712.119629
	Iteration 17Q: 3 clusters Score -1.416774e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 94662 members 
Entering Unmasked Estep 
Score: -14167952.000000 Penalty: 5712.119629
	Iteration 18Q: 3 clusters Score -1.416795e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 95180 members 
Entering Unmasked Estep 
Score: -14168126.000000 Penalty: 5712.119629
	Iteration 19Q: 3 clusters Score -1.416813e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -14168312.000000 Penalty: 5712.119629
	Iteration 20F: 3 clusters Score -1.416831e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -14168439.000000 Penalty: 5712.119629
	Iteration 21Q: 3 clusters Score -1.416844e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -14168551.000000 Penalty: 5712.119629
	Iteration 22Q: 3 clusters Score -1.416855e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -14168650.000000 Penalty: 5712.119629
	Iteration 23Q: 3 clusters Score -1.416865e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 96844 members 
Entering Unmasked Estep 
Score: -14168729.000000 Penalty: 5712.119629
	Iteration 24Q: 3 clusters Score -1.416873e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -14168775.000000 Penalty: 5712.119629
	Iteration 25Q: 3 clusters Score -1.416878e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 97242 members 
Entering Unmasked Estep 
Score: -14168841.000000 Penalty: 5712.119629
	Iteration 26Q: 3 clusters Score -1.416884e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 97411 members 
Entering Unmasked Estep 
Score: -14168873.000000 Penalty: 5712.119629
	Iteration 27Q: 3 clusters Score -1.416887e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -14168923.000000 Penalty: 5712.119629
	Iteration 28Q: 3 clusters Score -1.416892e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -14168958.000000 Penalty: 5712.119629
	Iteration 29Q: 3 clusters Score -1.416896e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -14168993.000000 Penalty: 5712.119629
	Iteration 30Q: 3 clusters Score -1.416899e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 97908 members 
Entering Unmasked Estep 
Score: -14169019.000000 Penalty: 5712.119629
	Iteration 31Q: 3 clusters Score -1.416902e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 97993 members 
Entering Unmasked Estep 
Score: -14169047.000000 Penalty: 5712.119629
	Iteration 32Q: 3 clusters Score -1.416905e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -14169089.000000 Penalty: 5712.119629
	Iteration 33Q: 3 clusters Score -1.416909e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 98122 members 
Entering Unmasked Estep 
Score: -14169080.000000 Penalty: 5712.119629
	Iteration 34Q: 3 clusters Score -1.416908e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -14169103.000000 Penalty: 5712.119629
	Iteration 35Q: 3 clusters Score -1.41691e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -14169092.000000 Penalty: 5712.119629
	Iteration 36Q: 3 clusters Score -1.416909e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 98278 members 
Entering Unmasked Estep 
Score: -14169077.000000 Penalty: 5712.119629
	Iteration 37Q: 3 clusters Score -1.416908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -14169077.000000 Penalty: 5712.119629
	Iteration 38Q: 3 clusters Score -1.416908e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 98344 members 
Entering Unmasked Estep 
Score: -14169068.000000 Penalty: 5712.119629
	Iteration 39Q: 3 clusters Score -1.416907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -14169080.000000 Penalty: 5712.119629
	Iteration 40F: 3 clusters Score -1.416908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
Score: -14169085.000000 Penalty: 5712.119629
	Iteration 41Q: 3 clusters Score -1.416908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -14169079.000000 Penalty: 5712.119629
	Iteration 42Q: 3 clusters Score -1.416908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -14169079.000000 Penalty: 5712.119629
	Iteration 43Q: 3 clusters Score -1.416908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 98381 members 
Entering Unmasked Estep 
Score: -14169082.000000 Penalty: 5712.119629
	Iteration 44Q: 3 clusters Score -1.416908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 98388 members 
Entering Unmasked Estep 
Score: -14169088.000000 Penalty: 5712.119629
	Iteration 45Q: 3 clusters Score -1.416909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -14169101.000000 Penalty: 5712.119629
	Iteration 46Q: 3 clusters Score -1.41691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -14169115.000000 Penalty: 5712.119629
	Iteration 47Q: 3 clusters Score -1.416912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 98417 members 
Entering Unmasked Estep 
Score: -14169126.000000 Penalty: 5712.119629
	Iteration 48Q: 3 clusters Score -1.416913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -14169122.000000 Penalty: 5712.119629
	Iteration 49Q: 3 clusters Score -1.416912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -14169134.000000 Penalty: 5712.119629
	Iteration 50Q: 3 clusters Score -1.416913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -14169132.000000 Penalty: 5712.119629
	Iteration 51Q: 3 clusters Score -1.416913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
Score: -14169137.000000 Penalty: 5712.119629
	Iteration 52Q: 3 clusters Score -1.416914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -14169141.000000 Penalty: 5712.119629
	Iteration 53Q: 3 clusters Score -1.416914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 98489 members 
Entering Unmasked Estep 
Score: -14169137.000000 Penalty: 5712.119629
	Iteration 54Q: 3 clusters Score -1.416914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 98497 members 
Entering Unmasked Estep 
Score: -14169140.000000 Penalty: 5712.119629
	Iteration 55Q: 3 clusters Score -1.416914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -14169131.000000 Penalty: 5712.119629
	Iteration 56Q: 3 clusters Score -1.416913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 98511 members 
Entering Unmasked Estep 
Score: -14169131.000000 Penalty: 5712.119629
	Iteration 57Q: 3 clusters Score -1.416913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 98518 members 
Entering Unmasked Estep 
Score: -14169129.000000 Penalty: 5712.119629
	Iteration 58Q: 3 clusters Score -1.416913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -14169129.000000 Penalty: 5712.119629
	Iteration 59Q: 3 clusters Score -1.416913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 98536 members 
Entering Unmasked Estep 
Score: -14169136.000000 Penalty: 5712.119629
	Iteration 60F: 3 clusters Score -1.416914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -14169140.000000 Penalty: 5712.119629
	Iteration 61Q: 3 clusters Score -1.416914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -14169148.000000 Penalty: 5712.119629
	Iteration 62Q: 3 clusters Score -1.416915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -14169155.000000 Penalty: 5712.119629
	Iteration 63Q: 3 clusters Score -1.416916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 98557 members 
Entering Unmasked Estep 
Score: -14169168.000000 Penalty: 5712.119629
	Iteration 64Q: 3 clusters Score -1.416917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -14169165.000000 Penalty: 5712.119629
	Iteration 65Q: 3 clusters Score -1.416916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -14169165.000000 Penalty: 5712.119629
	Iteration 66F: 3 clusters Score -1.416916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -62664.828125 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -62664.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61169.296875 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -61169.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61393.804688 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -61393.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61470.167969 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -61470.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61545.312500 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -61545.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61634.191406 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -61634.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61675.214844 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -61675.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61695.734375 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -61695.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61714.097656 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -61714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61730.335938 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -61730.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61740.113281 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -61740.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61743.093750 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -61743.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61752.937500 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -61752.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61753.804688 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -61753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61753.804688 Penalty: 3089.341309
	Iteration 13F: 3 clusters Score -61753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Entering Unmasked Estep 
Score: -5617512.000000 Penalty: 2623.473389
	Iteration 0F: 2 clusters Score -5617512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -5590766.000000 Penalty: 5246.946777
	Iteration 0F: 3 clusters Score -5590766 nChanged 17923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -5600561.000000 Penalty: 5246.946777
	Iteration 1F: 3 clusters Score -5600561 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -5601029.000000 Penalty: 5246.946777
	Iteration 2Q: 3 clusters Score -5601029 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -5601500.500000 Penalty: 5246.946777
	Iteration 3Q: 3 clusters Score -5601500 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -5602051.000000 Penalty: 5246.946777
	Iteration 4Q: 3 clusters Score -5602051 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -5602764.500000 Penalty: 5246.946777
	Iteration 5Q: 3 clusters Score -5602764 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -5603953.000000 Penalty: 5246.946777
	Iteration 6F: 3 clusters Score -5603953 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -5605805.500000 Penalty: 5246.946777
	Iteration 7F: 3 clusters Score -5605806 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -5608395.000000 Penalty: 5246.946777
	Iteration 8F: 3 clusters Score -5608395 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -5611272.000000 Penalty: 5246.946777
	Iteration 9F: 3 clusters Score -5611272 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5613379.000000 Penalty: 5246.946777
	Iteration 10F: 3 clusters Score -5613379 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5614397.000000 Penalty: 5246.946777
	Iteration 11Q: 3 clusters Score -5614397 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5614823.000000 Penalty: 5246.946777
	Iteration 12Q: 3 clusters Score -5614823 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5615030.000000 Penalty: 5246.946777
	Iteration 13Q: 3 clusters Score -5615030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5615120.000000 Penalty: 5246.946777
	Iteration 14Q: 3 clusters Score -5615120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5615168.500000 Penalty: 5246.946777
	Iteration 15Q: 3 clusters Score -5615168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5615201.500000 Penalty: 5246.946777
	Iteration 16Q: 3 clusters Score -5615202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5615210.000000 Penalty: 5246.946777
	Iteration 17Q: 3 clusters Score -5615210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5615218.000000 Penalty: 5246.946777
	Iteration 18Q: 3 clusters Score -5615218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5615235.500000 Penalty: 5246.946777
	Iteration 19Q: 3 clusters Score -5615236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5615237.000000 Penalty: 5246.946777
	Iteration 20F: 3 clusters Score -5615237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5615249.000000 Penalty: 5246.946777
	Iteration 21Q: 3 clusters Score -5615249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5615249.500000 Penalty: 5246.946777
	Iteration 22Q: 3 clusters Score -5615250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5615249.000000 Penalty: 5246.946777
	Iteration 23Q: 3 clusters Score -5615249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5615249.500000 Penalty: 5246.946777
	Iteration 24Q: 3 clusters Score -5615250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5615255.000000 Penalty: 5246.946777
	Iteration 25Q: 3 clusters Score -5615255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5615255.000000 Penalty: 5246.946777
	Iteration 26F: 3 clusters Score -5615255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Entering Unmasked Estep 
Score: -4845601.500000 Penalty: 2597.751953
	Iteration 0F: 2 clusters Score -4845602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -4821465.000000 Penalty: 5195.503906
	Iteration 0F: 3 clusters Score -4821465 nChanged 16223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -4830148.000000 Penalty: 5195.503906
	Iteration 1F: 3 clusters Score -4830148 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4830741.500000 Penalty: 5195.503906
	Iteration 2Q: 3 clusters Score -4830742 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4831506.000000 Penalty: 5195.503906
	Iteration 3Q: 3 clusters Score -4831506 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4832404.000000 Penalty: 5195.503906
	Iteration 4Q: 3 clusters Score -4832404 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -4833540.000000 Penalty: 5195.503906
	Iteration 5F: 3 clusters Score -4833540 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -4835046.000000 Penalty: 5195.503906
	Iteration 6F: 3 clusters Score -4835046 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4837083.500000 Penalty: 5195.503906
	Iteration 7F: 3 clusters Score -4837084 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -4839479.000000 Penalty: 5195.503906
	Iteration 8F: 3 clusters Score -4839479 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4841746.500000 Penalty: 5195.503906
	Iteration 9F: 3 clusters Score -4841746 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4843477.500000 Penalty: 5195.503906
	Iteration 10F: 3 clusters Score -4843478 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -4844709.500000 Penalty: 5195.503906
	Iteration 11Q: 3 clusters Score -4844710 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4845320.500000 Penalty: 5195.503906
	Iteration 12Q: 3 clusters Score -4845320 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -4845518.500000 Penalty: 5195.503906
	Iteration 13Q: 3 clusters Score -4845518 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -4845589.000000 Penalty: 5195.503906
	Iteration 14Q: 3 clusters Score -4845589 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -4845641.500000 Penalty: 5195.503906
	Iteration 15Q: 3 clusters Score -4845642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -4845670.500000 Penalty: 5195.503906
	Iteration 16Q: 3 clusters Score -4845670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4845678.500000 Penalty: 5195.503906
	Iteration 17Q: 3 clusters Score -4845678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -4845690.500000 Penalty: 5195.503906
	Iteration 18Q: 3 clusters Score -4845690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -4845690.000000 Penalty: 5195.503906
	Iteration 19Q: 3 clusters Score -4845690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -4845694.000000 Penalty: 5195.503906
	Iteration 20F: 3 clusters Score -4845694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -4845701.000000 Penalty: 5195.503906
	Iteration 21Q: 3 clusters Score -4845701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -4845702.000000 Penalty: 5195.503906
	Iteration 22Q: 3 clusters Score -4845702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -4845699.500000 Penalty: 5195.503906
	Iteration 23Q: 3 clusters Score -4845700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4845712.000000 Penalty: 5195.503906
	Iteration 24Q: 3 clusters Score -4845712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -4845709.500000 Penalty: 5195.503906
	Iteration 25Q: 3 clusters Score -4845710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -4845708.000000 Penalty: 5195.503906
	Iteration 26Q: 3 clusters Score -4845708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -4845707.500000 Penalty: 5195.503906
	Iteration 27Q: 3 clusters Score -4845708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4845706.500000 Penalty: 5195.503906
	Iteration 28Q: 3 clusters Score -4845706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -4845711.500000 Penalty: 5195.503906
	Iteration 29Q: 3 clusters Score -4845712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -4845713.500000 Penalty: 5195.503906
	Iteration 30Q: 3 clusters Score -4845714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4845709.500000 Penalty: 5195.503906
	Iteration 31Q: 3 clusters Score -4845710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -4845709.000000 Penalty: 5195.503906
	Iteration 32Q: 3 clusters Score -4845709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -4845707.000000 Penalty: 5195.503906
	Iteration 33Q: 3 clusters Score -4845707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4845709.500000 Penalty: 5195.503906
	Iteration 34Q: 3 clusters Score -4845710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -4845714.000000 Penalty: 5195.503906
	Iteration 35Q: 3 clusters Score -4845714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -4845707.000000 Penalty: 5195.503906
	Iteration 36Q: 3 clusters Score -4845707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4845711.000000 Penalty: 5195.503906
	Iteration 37Q: 3 clusters Score -4845711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4845714.000000 Penalty: 5195.503906
	Iteration 38Q: 3 clusters Score -4845714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -4845711.500000 Penalty: 5195.503906
	Iteration 39Q: 3 clusters Score -4845712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4845711.500000 Penalty: 5195.503906
	Iteration 40F: 3 clusters Score -4845712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -4845707.500000 Penalty: 5195.503906
	Iteration 41Q: 3 clusters Score -4845708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4845710.500000 Penalty: 5195.503906
	Iteration 42Q: 3 clusters Score -4845710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -4845711.500000 Penalty: 5195.503906
	Iteration 43Q: 3 clusters Score -4845712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -4845712.500000 Penalty: 5195.503906
	Iteration 44Q: 3 clusters Score -4845712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4845713.000000 Penalty: 5195.503906
	Iteration 45Q: 3 clusters Score -4845713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4845713.000000 Penalty: 5195.503906
	Iteration 46Q: 3 clusters Score -4845713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -4845720.500000 Penalty: 5195.503906
	Iteration 47Q: 3 clusters Score -4845720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4845719.500000 Penalty: 5195.503906
	Iteration 48Q: 3 clusters Score -4845720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -4845719.500000 Penalty: 5195.503906
	Iteration 49Q: 3 clusters Score -4845720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -4845719.500000 Penalty: 5195.503906
	Iteration 50F: 3 clusters Score -4845720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 161093 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46491 members 
Mstep: Class 8 contains 107877 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181093 members 
Mstep: Class 11 contains 145770 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 154976 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 36298 members 
Mstep: Class 19 contains 100345 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39282 members 
Mstep: Class 22 contains 1425 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 33987 members 
Entering Unmasked Estep 
Score: -147103904.000000 Penalty: 82566.710938
Splitting cluster 22 changes total score from -147102480.000000 to -147103904.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 161093 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46491 members 
Mstep: Class 8 contains 107877 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181093 members 
Mstep: Class 11 contains 145770 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 154976 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 36298 members 
Mstep: Class 19 contains 100345 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39282 members 
Mstep: Class 22 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147103968.000000 Penalty: 82566.710938
Iteration 159Q: 25 clusters Score -1.47104e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1069 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 161110 members 
Mstep: Class 3 contains 1168 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46468 members 
Mstep: Class 8 contains 107868 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181077 members 
Mstep: Class 11 contains 145786 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 214 members 
Mstep: Class 16 contains 155010 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 36293 members 
Mstep: Class 19 contains 100645 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39272 members 
Mstep: Class 22 contains 1425 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 33659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147104272.000000 Penalty: 82566.710938
Iteration 160F: 25 clusters Score -1.471043e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 1066 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 161052 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46452 members 
Mstep: Class 8 contains 107876 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 181052 members 
Mstep: Class 11 contains 145784 members 
Mstep: Class 12 contains 12948 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 218 members 
Mstep: Class 16 contains 154071 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 36282 members 
Mstep: Class 19 contains 100881 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39261 members 
Mstep: Class 22 contains 1425 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 34478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147105120.000000 Penalty: 82566.710938
Iteration 161Q: 25 clusters Score -1.471051e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 160959 members 
Mstep: Class 3 contains 1164 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 46434 members 
Mstep: Class 8 contains 107837 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180997 members 
Mstep: Class 11 contains 145778 members 
Mstep: Class 12 contains 12952 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 220 members 
Mstep: Class 16 contains 153494 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 36268 members 
Mstep: Class 19 contains 101101 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39246 members 
Mstep: Class 22 contains 1433 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 35075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147105696.000000 Penalty: 82566.710938
Iteration 162Q: 25 clusters Score -1.471057e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 160827 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 4404 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 46406 members 
Mstep: Class 8 contains 107759 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180953 members 
Mstep: Class 11 contains 145773 members 
Mstep: Class 12 contains 12958 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 220 members 
Mstep: Class 16 contains 153119 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 36255 members 
Mstep: Class 19 contains 101327 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39229 members 
Mstep: Class 22 contains 1443 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 35542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147106064.000000 Penalty: 82566.710938
Iteration 163Q: 25 clusters Score -1.471061e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 160701 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 46374 members 
Mstep: Class 8 contains 107676 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180913 members 
Mstep: Class 11 contains 145766 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 220 members 
Mstep: Class 16 contains 152865 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 36235 members 
Mstep: Class 19 contains 101566 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39204 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 35891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147106352.000000 Penalty: 82566.710938
Iteration 164Q: 25 clusters Score -1.471064e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 160599 members 
Mstep: Class 3 contains 1161 members 
Mstep: Class 4 contains 4373 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 46323 members 
Mstep: Class 8 contains 107567 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180882 members 
Mstep: Class 11 contains 145741 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 221 members 
Mstep: Class 16 contains 152694 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 36216 members 
Mstep: Class 19 contains 101834 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39176 members 
Mstep: Class 22 contains 1476 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 36173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147106624.000000 Penalty: 82566.710938
Iteration 165Q: 25 clusters Score -1.471066e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 160495 members 
Mstep: Class 3 contains 1159 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 46259 members 
Mstep: Class 8 contains 107456 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180831 members 
Mstep: Class 11 contains 145721 members 
Mstep: Class 12 contains 12948 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 221 members 
Mstep: Class 16 contains 152559 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 36193 members 
Mstep: Class 19 contains 102124 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39147 members 
Mstep: Class 22 contains 1495 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 36432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147106592.000000 Penalty: 82566.710938
Iteration 166Q: 25 clusters Score -1.471066e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 160393 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 4335 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 46197 members 
Mstep: Class 8 contains 107363 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180762 members 
Mstep: Class 11 contains 145701 members 
Mstep: Class 12 contains 12944 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 221 members 
Mstep: Class 16 contains 152484 members 
Mstep: Class 17 contains 6766 members 
Mstep: Class 18 contains 36184 members 
Mstep: Class 19 contains 102382 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39124 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 36646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147106928.000000 Penalty: 82566.710938
Iteration 167Q: 25 clusters Score -1.471069e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 160318 members 
Mstep: Class 3 contains 1153 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 46123 members 
Mstep: Class 8 contains 107279 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180687 members 
Mstep: Class 11 contains 145692 members 
Mstep: Class 12 contains 12945 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 221 members 
Mstep: Class 16 contains 152390 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 36168 members 
Mstep: Class 19 contains 102649 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39104 members 
Mstep: Class 22 contains 1532 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 36830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147106848.000000 Penalty: 82566.710938
Iteration 168Q: 25 clusters Score -1.471068e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 160228 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 46059 members 
Mstep: Class 8 contains 107185 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180619 members 
Mstep: Class 11 contains 145710 members 
Mstep: Class 12 contains 12946 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 221 members 
Mstep: Class 16 contains 152302 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 36157 members 
Mstep: Class 19 contains 102921 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39088 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 36984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147107136.000000 Penalty: 82566.710938
Iteration 169Q: 25 clusters Score -1.471071e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 160154 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 4288 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 45988 members 
Mstep: Class 8 contains 107111 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180551 members 
Mstep: Class 11 contains 145739 members 
Mstep: Class 12 contains 12947 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 222 members 
Mstep: Class 16 contains 152205 members 
Mstep: Class 17 contains 6757 members 
Mstep: Class 18 contains 36143 members 
Mstep: Class 19 contains 103190 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39063 members 
Mstep: Class 22 contains 1563 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 37126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147107312.000000 Penalty: 82566.710938
Iteration 170Q: 25 clusters Score -1.471073e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 160078 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45910 members 
Mstep: Class 8 contains 107013 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180518 members 
Mstep: Class 11 contains 145731 members 
Mstep: Class 12 contains 12946 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 223 members 
Mstep: Class 16 contains 152146 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 36120 members 
Mstep: Class 19 contains 103477 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39041 members 
Mstep: Class 22 contains 1579 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 37241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147107600.000000 Penalty: 82566.710938
Iteration 171Q: 25 clusters Score -1.471076e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 160002 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 4270 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45851 members 
Mstep: Class 8 contains 106912 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180506 members 
Mstep: Class 11 contains 145725 members 
Mstep: Class 12 contains 12947 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 223 members 
Mstep: Class 16 contains 152056 members 
Mstep: Class 17 contains 6756 members 
Mstep: Class 18 contains 36088 members 
Mstep: Class 19 contains 103758 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39027 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 37344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147107504.000000 Penalty: 82566.710938
Iteration 172Q: 25 clusters Score -1.471075e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 159938 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 4267 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45797 members 
Mstep: Class 8 contains 106794 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180473 members 
Mstep: Class 11 contains 145725 members 
Mstep: Class 12 contains 12948 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 151981 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 36067 members 
Mstep: Class 19 contains 104034 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39010 members 
Mstep: Class 22 contains 1614 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 37436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147107648.000000 Penalty: 82566.710938
Iteration 173Q: 25 clusters Score -1.471076e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 159884 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 4262 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45752 members 
Mstep: Class 8 contains 106703 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180444 members 
Mstep: Class 11 contains 145735 members 
Mstep: Class 12 contains 12948 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 151868 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 36054 members 
Mstep: Class 19 contains 104295 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38985 members 
Mstep: Class 22 contains 1628 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 37532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147107856.000000 Penalty: 82566.710938
Iteration 174Q: 25 clusters Score -1.471079e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 159844 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45697 members 
Mstep: Class 8 contains 106623 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180419 members 
Mstep: Class 11 contains 145735 members 
Mstep: Class 12 contains 12954 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 151767 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 36045 members 
Mstep: Class 19 contains 104544 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38970 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 37602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108144.000000 Penalty: 82566.710938
Iteration 175Q: 25 clusters Score -1.471081e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 159835 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 4252 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45641 members 
Mstep: Class 8 contains 106555 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180395 members 
Mstep: Class 11 contains 145730 members 
Mstep: Class 12 contains 12963 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 151648 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 36045 members 
Mstep: Class 19 contains 104765 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38949 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 37675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108016.000000 Penalty: 82566.710938
Iteration 176Q: 25 clusters Score -1.47108e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 159836 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4243 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45589 members 
Mstep: Class 8 contains 106482 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180353 members 
Mstep: Class 11 contains 145740 members 
Mstep: Class 12 contains 12970 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 151516 members 
Mstep: Class 17 contains 6757 members 
Mstep: Class 18 contains 36044 members 
Mstep: Class 19 contains 105011 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38930 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 37740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147107936.000000 Penalty: 82566.710938
Iteration 177Q: 25 clusters Score -1.471079e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 159844 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45534 members 
Mstep: Class 8 contains 106390 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180307 members 
Mstep: Class 11 contains 145748 members 
Mstep: Class 12 contains 12984 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 151382 members 
Mstep: Class 17 contains 6756 members 
Mstep: Class 18 contains 36039 members 
Mstep: Class 19 contains 105261 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38914 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 37805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108128.000000 Penalty: 82566.710938
Iteration 178Q: 25 clusters Score -1.471081e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 159835 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4245 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45473 members 
Mstep: Class 8 contains 106304 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180281 members 
Mstep: Class 11 contains 145753 members 
Mstep: Class 12 contains 12998 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 17 contains 6751 members 
Mstep: Class 18 contains 36043 members 
Mstep: Class 19 contains 105506 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38914 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 37877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108016.000000 Penalty: 82566.710938
Iteration 179Q: 25 clusters Score -1.47108e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 159825 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4237 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45427 members 
Mstep: Class 8 contains 106230 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180276 members 
Mstep: Class 11 contains 145740 members 
Mstep: Class 12 contains 13005 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 151086 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 36035 members 
Mstep: Class 19 contains 105741 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38906 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 37953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108096.000000 Penalty: 82566.710938
Iteration 180F: 25 clusters Score -1.471081e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 1061 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 159819 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4230 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45376 members 
Mstep: Class 8 contains 106155 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180255 members 
Mstep: Class 11 contains 145737 members 
Mstep: Class 12 contains 13013 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 228 members 
Mstep: Class 16 contains 150974 members 
Mstep: Class 17 contains 6748 members 
Mstep: Class 18 contains 36023 members 
Mstep: Class 19 contains 105972 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38893 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108352.000000 Penalty: 82566.710938
Iteration 181Q: 25 clusters Score -1.471084e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 159825 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4224 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45327 members 
Mstep: Class 8 contains 106069 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180236 members 
Mstep: Class 11 contains 145724 members 
Mstep: Class 12 contains 13024 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 150875 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 36013 members 
Mstep: Class 19 contains 106193 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38872 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108560.000000 Penalty: 82566.710938
Iteration 182Q: 25 clusters Score -1.471086e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 159829 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4219 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 45265 members 
Mstep: Class 8 contains 105998 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180231 members 
Mstep: Class 11 contains 145718 members 
Mstep: Class 12 contains 13028 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 150771 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 35995 members 
Mstep: Class 19 contains 106416 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38852 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108512.000000 Penalty: 82566.710938
Iteration 183Q: 25 clusters Score -1.471085e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 159846 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 45190 members 
Mstep: Class 8 contains 105930 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180240 members 
Mstep: Class 11 contains 145702 members 
Mstep: Class 12 contains 13036 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 150662 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 35989 members 
Mstep: Class 19 contains 106618 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38833 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108640.000000 Penalty: 82566.710938
Iteration 184Q: 25 clusters Score -1.471086e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 159821 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 45121 members 
Mstep: Class 8 contains 105866 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180233 members 
Mstep: Class 11 contains 145704 members 
Mstep: Class 12 contains 13045 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 150551 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 35978 members 
Mstep: Class 19 contains 106856 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38820 members 
Mstep: Class 22 contains 1718 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108528.000000 Penalty: 82566.710938
Iteration 185Q: 25 clusters Score -1.471085e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 159785 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4210 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 45065 members 
Mstep: Class 8 contains 105786 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180251 members 
Mstep: Class 11 contains 145678 members 
Mstep: Class 12 contains 13050 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 150473 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 35966 members 
Mstep: Class 19 contains 107104 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38799 members 
Mstep: Class 22 contains 1720 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108512.000000 Penalty: 82566.710938
Iteration 186Q: 25 clusters Score -1.471085e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 159757 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 45010 members 
Mstep: Class 8 contains 105707 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180259 members 
Mstep: Class 11 contains 145665 members 
Mstep: Class 12 contains 13049 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 150394 members 
Mstep: Class 17 contains 6744 members 
Mstep: Class 18 contains 35952 members 
Mstep: Class 19 contains 107356 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38779 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108560.000000 Penalty: 82566.710938
Iteration 187Q: 25 clusters Score -1.471086e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 159718 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4203 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 44962 members 
Mstep: Class 8 contains 105626 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180270 members 
Mstep: Class 11 contains 145667 members 
Mstep: Class 12 contains 13051 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 150290 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 35936 members 
Mstep: Class 19 contains 107590 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38772 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108528.000000 Penalty: 82566.710938
Iteration 188Q: 25 clusters Score -1.471085e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 159699 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44911 members 
Mstep: Class 8 contains 105556 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180263 members 
Mstep: Class 11 contains 145665 members 
Mstep: Class 12 contains 13054 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 150186 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 35916 members 
Mstep: Class 19 contains 107816 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38766 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108896.000000 Penalty: 82566.710938
Iteration 189Q: 25 clusters Score -1.471089e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 159721 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4195 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44870 members 
Mstep: Class 8 contains 105482 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180244 members 
Mstep: Class 11 contains 145644 members 
Mstep: Class 12 contains 13062 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 150074 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 35897 members 
Mstep: Class 19 contains 108044 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38756 members 
Mstep: Class 22 contains 1754 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108912.000000 Penalty: 82566.710938
Iteration 190Q: 25 clusters Score -1.471089e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 159744 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44823 members 
Mstep: Class 8 contains 105424 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180247 members 
Mstep: Class 11 contains 145615 members 
Mstep: Class 12 contains 13063 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 149992 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 35866 members 
Mstep: Class 19 contains 108246 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38748 members 
Mstep: Class 22 contains 1767 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38456 members 
Entering Unmasked Estep 
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Score: -147108832.000000 Penalty: 82566.710938
Iteration 191Q: 25 clusters Score -1.471088e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 159772 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4196 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44790 members 
Mstep: Class 8 contains 105361 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180240 members 
Mstep: Class 11 contains 145594 members 
Mstep: Class 12 contains 13063 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 149905 members 
Mstep: Class 17 contains 6744 members 
Mstep: Class 18 contains 35843 members 
Mstep: Class 19 contains 108427 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38743 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147109024.000000 Penalty: 82566.710938
Iteration 192Q: 25 clusters Score -1.47109e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 159809 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44745 members 
Mstep: Class 8 contains 105306 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180227 members 
Mstep: Class 11 contains 145579 members 
Mstep: Class 12 contains 13067 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 149828 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 35821 members 
Mstep: Class 19 contains 108607 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38737 members 
Mstep: Class 22 contains 1791 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147109392.000000 Penalty: 82566.710938
Iteration 193Q: 25 clusters Score -1.471094e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 159828 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4182 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44693 members 
Mstep: Class 8 contains 105247 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180223 members 
Mstep: Class 11 contains 145559 members 
Mstep: Class 12 contains 13068 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 149741 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 35809 members 
Mstep: Class 19 contains 108798 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38734 members 
Mstep: Class 22 contains 1801 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147109232.000000 Penalty: 82566.710938
Iteration 194Q: 25 clusters Score -1.471092e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 159831 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4177 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 105188 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180218 members 
Mstep: Class 11 contains 145548 members 
Mstep: Class 12 contains 13067 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 149660 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 35789 members 
Mstep: Class 19 contains 108974 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38737 members 
Mstep: Class 22 contains 1806 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147109216.000000 Penalty: 82566.710938
Iteration 195Q: 25 clusters Score -1.471092e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 159842 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4174 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44620 members 
Mstep: Class 8 contains 105118 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180201 members 
Mstep: Class 11 contains 145530 members 
Mstep: Class 12 contains 13061 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 149590 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 35770 members 
Mstep: Class 19 contains 109168 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38732 members 
Mstep: Class 22 contains 1812 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147109328.000000 Penalty: 82566.710938
Iteration 196Q: 25 clusters Score -1.471093e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 159850 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4171 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44576 members 
Mstep: Class 8 contains 105057 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180187 members 
Mstep: Class 11 contains 145503 members 
Mstep: Class 12 contains 13067 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 149501 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 35754 members 
Mstep: Class 19 contains 109378 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38726 members 
Mstep: Class 22 contains 1819 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147109328.000000 Penalty: 82566.710938
Iteration 197Q: 25 clusters Score -1.471093e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 159839 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4172 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44532 members 
Mstep: Class 8 contains 104993 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180171 members 
Mstep: Class 11 contains 145483 members 
Mstep: Class 12 contains 13064 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 149416 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 35745 members 
Mstep: Class 19 contains 109600 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38720 members 
Mstep: Class 22 contains 1825 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147109376.000000 Penalty: 82566.710938
Iteration 198Q: 25 clusters Score -1.471094e+08 nChanged 590
Entering ConstructFrom: 
Score: -147109376.000000 Penalty: 82566.710938
Entering ConstructFrom: 
Trying to split cluster 1 (17368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Entering Unmasked Estep 
Score: -2465025.750000 Penalty: 2421.071289
	Iteration 0F: 2 clusters Score -2465026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2452627.250000 Penalty: 4842.142578
	Iteration 0F: 3 clusters Score -2452627 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2456824.000000 Penalty: 4842.142578
	Iteration 1F: 3 clusters Score -2456824 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2457203.250000 Penalty: 4842.142578
	Iteration 2F: 3 clusters Score -2457203 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2457527.000000 Penalty: 4842.142578
	Iteration 3Q: 3 clusters Score -2457527 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2457837.250000 Penalty: 4842.142578
	Iteration 4Q: 3 clusters Score -2457837 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2458184.250000 Penalty: 4842.142578
	Iteration 5Q: 3 clusters Score -2458184 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2458560.250000 Penalty: 4842.142578
	Iteration 6Q: 3 clusters Score -2458560 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2458925.750000 Penalty: 4842.142578
	Iteration 7Q: 3 clusters Score -2458926 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2459266.750000 Penalty: 4842.142578
	Iteration 8Q: 3 clusters Score -2459267 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2459552.000000 Penalty: 4842.142578
	Iteration 9Q: 3 clusters Score -2459552 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2459872.250000 Penalty: 4842.142578
	Iteration 10Q: 3 clusters Score -2459872 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2460195.750000 Penalty: 4842.142578
	Iteration 11Q: 3 clusters Score -2460196 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2460466.500000 Penalty: 4842.142578
	Iteration 12Q: 3 clusters Score -2460466 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2460675.250000 Penalty: 4842.142578
	Iteration 13Q: 3 clusters Score -2460675 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2460868.000000 Penalty: 4842.142578
	Iteration 14Q: 3 clusters Score -2460868 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2461009.000000 Penalty: 4842.142578
	Iteration 15Q: 3 clusters Score -2461009 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2461135.250000 Penalty: 4842.142578
	Iteration 16Q: 3 clusters Score -2461135 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2461252.000000 Penalty: 4842.142578
	Iteration 17Q: 3 clusters Score -2461252 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2461387.000000 Penalty: 4842.142578
	Iteration 18Q: 3 clusters Score -2461387 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2461513.250000 Penalty: 4842.142578
	Iteration 19Q: 3 clusters Score -2461513 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2461663.000000 Penalty: 4842.142578
	Iteration 20F: 3 clusters Score -2461663 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2461833.750000 Penalty: 4842.142578
	Iteration 21Q: 3 clusters Score -2461834 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2462026.500000 Penalty: 4842.142578
	Iteration 22Q: 3 clusters Score -2462026 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2462244.750000 Penalty: 4842.142578
	Iteration 23Q: 3 clusters Score -2462245 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2462439.500000 Penalty: 4842.142578
	Iteration 24Q: 3 clusters Score -2462440 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2462667.250000 Penalty: 4842.142578
	Iteration 25Q: 3 clusters Score -2462667 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2462815.000000 Penalty: 4842.142578
	Iteration 26Q: 3 clusters Score -2462815 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2462958.750000 Penalty: 4842.142578
	Iteration 27Q: 3 clusters Score -2462959 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2463087.750000 Penalty: 4842.142578
	Iteration 28Q: 3 clusters Score -2463088 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2463177.500000 Penalty: 4842.142578
	Iteration 29Q: 3 clusters Score -2463178 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2463259.000000 Penalty: 4842.142578
	Iteration 30Q: 3 clusters Score -2463259 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2463299.000000 Penalty: 4842.142578
	Iteration 31Q: 3 clusters Score -2463299 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2463354.500000 Penalty: 4842.142578
	Iteration 32Q: 3 clusters Score -2463354 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2463402.250000 Penalty: 4842.142578
	Iteration 33Q: 3 clusters Score -2463402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2463443.000000 Penalty: 4842.142578
	Iteration 34Q: 3 clusters Score -2463443 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2463468.750000 Penalty: 4842.142578
	Iteration 35Q: 3 clusters Score -2463469 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2463491.750000 Penalty: 4842.142578
	Iteration 36Q: 3 clusters Score -2463492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2463510.750000 Penalty: 4842.142578
	Iteration 37Q: 3 clusters Score -2463511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2463519.750000 Penalty: 4842.142578
	Iteration 38Q: 3 clusters Score -2463520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2463526.000000 Penalty: 4842.142578
	Iteration 39Q: 3 clusters Score -2463526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2463535.000000 Penalty: 4842.142578
	Iteration 40F: 3 clusters Score -2463535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2463542.250000 Penalty: 4842.142578
	Iteration 41Q: 3 clusters Score -2463542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2463545.750000 Penalty: 4842.142578
	Iteration 42Q: 3 clusters Score -2463546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2463545.750000 Penalty: 4842.142578
	Iteration 43Q: 3 clusters Score -2463546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2463555.000000 Penalty: 4842.142578
	Iteration 44Q: 3 clusters Score -2463555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2463560.000000 Penalty: 4842.142578
	Iteration 45Q: 3 clusters Score -2463560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2463561.250000 Penalty: 4842.142578
	Iteration 46Q: 3 clusters Score -2463561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2463560.500000 Penalty: 4842.142578
	Iteration 47Q: 3 clusters Score -2463560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2463561.250000 Penalty: 4842.142578
	Iteration 48Q: 3 clusters Score -2463561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2463561.250000 Penalty: 4842.142578
	Iteration 49F: 3 clusters Score -2463561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (159837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159837 members 
Entering Unmasked Estep 
Score: -22547380.000000 Penalty: 2971.513672
	Iteration 0F: 2 clusters Score -2.254738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -22444260.000000 Penalty: 5943.027344
	Iteration 0F: 3 clusters Score -2.244426e+07 nChanged 76325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 84185 members 
Entering Unmasked Estep 
Score: -22488460.000000 Penalty: 5943.027344
	Iteration 1F: 3 clusters Score -2.248846e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -22489392.000000 Penalty: 5943.027344
	Iteration 2Q: 3 clusters Score -2.248939e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 90280 members 
Entering Unmasked Estep 
Score: -22490700.000000 Penalty: 5943.027344
	Iteration 3Q: 3 clusters Score -2.24907e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -22493252.000000 Penalty: 5943.027344
	Iteration 4Q: 3 clusters Score -2.249325e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -22497772.000000 Penalty: 5943.027344
	Iteration 5F: 3 clusters Score -2.249777e+07 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 115000 members 
Entering Unmasked Estep 
Score: -22505310.000000 Penalty: 5943.027344
	Iteration 6F: 3 clusters Score -2.250531e+07 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 128170 members 
Entering Unmasked Estep 
Score: -22516850.000000 Penalty: 5943.027344
	Iteration 7F: 3 clusters Score -2.251685e+07 nChanged 12919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 141077 members 
Entering Unmasked Estep 
Score: -22529092.000000 Penalty: 5943.027344
	Iteration 8F: 3 clusters Score -2.252909e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 150584 members 
Entering Unmasked Estep 
Score: -22538218.000000 Penalty: 5943.027344
	Iteration 9F: 3 clusters Score -2.253822e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 156016 members 
Entering Unmasked Estep 
Score: -22542482.000000 Penalty: 5943.027344
	Iteration 10Q: 3 clusters Score -2.254248e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 158374 members 
Entering Unmasked Estep 
Score: -22543956.000000 Penalty: 5943.027344
	Iteration 11Q: 3 clusters Score -2.254396e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 159192 members 
Entering Unmasked Estep 
Score: -22544380.000000 Penalty: 5943.027344
	Iteration 12Q: 3 clusters Score -2.254438e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -22544550.000000 Penalty: 5943.027344
	Iteration 13Q: 3 clusters Score -2.254455e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 159527 members 
Entering Unmasked Estep 
Score: -22544662.000000 Penalty: 5943.027344
	Iteration 14Q: 3 clusters Score -2.254466e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 159573 members 
Entering Unmasked Estep 
Score: -22544738.000000 Penalty: 5943.027344
	Iteration 15Q: 3 clusters Score -2.254474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 159595 members 
Entering Unmasked Estep 
Score: -22544748.000000 Penalty: 5943.027344
	Iteration 16Q: 3 clusters Score -2.254475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 159604 members 
Entering Unmasked Estep 
Score: -22544770.000000 Penalty: 5943.027344
	Iteration 17Q: 3 clusters Score -2.254477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 159613 members 
Entering Unmasked Estep 
Score: -22544782.000000 Penalty: 5943.027344
	Iteration 18Q: 3 clusters Score -2.254478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 159616 members 
Entering Unmasked Estep 
Score: -22544780.000000 Penalty: 5943.027344
	Iteration 19Q: 3 clusters Score -2.254478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 159618 members 
Entering Unmasked Estep 
Score: -22544786.000000 Penalty: 5943.027344
	Iteration 20F: 3 clusters Score -2.254479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 159619 members 
Entering Unmasked Estep 
Score: -22544796.000000 Penalty: 5943.027344
	Iteration 21Q: 3 clusters Score -2.25448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 159622 members 
Entering Unmasked Estep 
Score: -22544782.000000 Penalty: 5943.027344
	Iteration 22Q: 3 clusters Score -2.254478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 159625 members 
Entering Unmasked Estep 
Score: -22544794.000000 Penalty: 5943.027344
	Iteration 23Q: 3 clusters Score -2.254479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 159627 members 
Entering Unmasked Estep 
Score: -22544790.000000 Penalty: 5943.027344
	Iteration 24Q: 3 clusters Score -2.254479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 159627 members 
Entering Unmasked Estep 
Score: -22544790.000000 Penalty: 5943.027344
	Iteration 25F: 3 clusters Score -2.254479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -155838.359375 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -155838.4 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 566 members 
Entering Unmasked Estep 
Score: -153801.093750 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -153801.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -154073.343750 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -154073.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -154159.671875 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -154159.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -154229.500000 Penalty: 3483.784424
	Iteration 3Q: 3 clusters Score -154229.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -154270.781250 Penalty: 3483.784424
	Iteration 4Q: 3 clusters Score -154270.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -154293.406250 Penalty: 3483.784424
	Iteration 5Q: 3 clusters Score -154293.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -154316.187500 Penalty: 3483.784424
	Iteration 6Q: 3 clusters Score -154316.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -154328.578125 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -154328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -154339.156250 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -154339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -154345.531250 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -154345.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -154351.203125 Penalty: 3483.784424
	Iteration 10Q: 3 clusters Score -154351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -154354.281250 Penalty: 3483.784424
	Iteration 11Q: 3 clusters Score -154354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -154357.593750 Penalty: 3483.784424
	Iteration 12Q: 3 clusters Score -154357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -154358.781250 Penalty: 3483.784424
	Iteration 13Q: 3 clusters Score -154358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -154360.890625 Penalty: 3483.784424
	Iteration 14Q: 3 clusters Score -154360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -154362.156250 Penalty: 3483.784424
	Iteration 15Q: 3 clusters Score -154362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -154363.109375 Penalty: 3483.784424
	Iteration 16Q: 3 clusters Score -154363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -154363.109375 Penalty: 3483.784424
	Iteration 17F: 3 clusters Score -154363.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Entering Unmasked Estep 
Score: -571707.250000 Penalty: 2067.067871
	Iteration 0F: 2 clusters Score -571707.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -567664.937500 Penalty: 4134.135742
	Iteration 0F: 3 clusters Score -567664.9 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -568542.000000 Penalty: 4134.135742
	Iteration 1F: 3 clusters Score -568542 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -568732.812500 Penalty: 4134.135742
	Iteration 2F: 3 clusters Score -568732.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -568853.062500 Penalty: 4134.135742
	Iteration 3F: 3 clusters Score -568853.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -568929.625000 Penalty: 4134.135742
	Iteration 4Q: 3 clusters Score -568929.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -568982.812500 Penalty: 4134.135742
	Iteration 5Q: 3 clusters Score -568982.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -569022.937500 Penalty: 4134.135742
	Iteration 6Q: 3 clusters Score -569022.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -569054.625000 Penalty: 4134.135742
	Iteration 7Q: 3 clusters Score -569054.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -569077.500000 Penalty: 4134.135742
	Iteration 8Q: 3 clusters Score -569077.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -569104.812500 Penalty: 4134.135742
	Iteration 9Q: 3 clusters Score -569104.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -569126.812500 Penalty: 4134.135742
	Iteration 10Q: 3 clusters Score -569126.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -569153.500000 Penalty: 4134.135742
	Iteration 11Q: 3 clusters Score -569153.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -569178.500000 Penalty: 4134.135742
	Iteration 12Q: 3 clusters Score -569178.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -569196.562500 Penalty: 4134.135742
	Iteration 13Q: 3 clusters Score -569196.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -569221.000000 Penalty: 4134.135742
	Iteration 14Q: 3 clusters Score -569221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -569245.937500 Penalty: 4134.135742
	Iteration 15Q: 3 clusters Score -569245.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -569274.875000 Penalty: 4134.135742
	Iteration 16Q: 3 clusters Score -569274.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -569303.687500 Penalty: 4134.135742
	Iteration 17Q: 3 clusters Score -569303.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -569331.000000 Penalty: 4134.135742
	Iteration 18Q: 3 clusters Score -569331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -569356.437500 Penalty: 4134.135742
	Iteration 19Q: 3 clusters Score -569356.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -569383.875000 Penalty: 4134.135742
	Iteration 20F: 3 clusters Score -569383.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -569412.875000 Penalty: 4134.135742
	Iteration 21Q: 3 clusters Score -569412.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -569448.187500 Penalty: 4134.135742
	Iteration 22Q: 3 clusters Score -569448.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -569476.562500 Penalty: 4134.135742
	Iteration 23Q: 3 clusters Score -569476.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -569502.375000 Penalty: 4134.135742
	Iteration 24Q: 3 clusters Score -569502.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -569527.187500 Penalty: 4134.135742
	Iteration 25Q: 3 clusters Score -569527.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -569551.187500 Penalty: 4134.135742
	Iteration 26Q: 3 clusters Score -569551.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -569571.500000 Penalty: 4134.135742
	Iteration 27Q: 3 clusters Score -569571.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -569591.187500 Penalty: 4134.135742
	Iteration 28Q: 3 clusters Score -569591.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -569612.625000 Penalty: 4134.135742
	Iteration 29Q: 3 clusters Score -569612.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -569629.000000 Penalty: 4134.135742
	Iteration 30Q: 3 clusters Score -569629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -569642.500000 Penalty: 4134.135742
	Iteration 31Q: 3 clusters Score -569642.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -569651.312500 Penalty: 4134.135742
	Iteration 32Q: 3 clusters Score -569651.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -569663.937500 Penalty: 4134.135742
	Iteration 33Q: 3 clusters Score -569663.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -569678.187500 Penalty: 4134.135742
	Iteration 34Q: 3 clusters Score -569678.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -569691.312500 Penalty: 4134.135742
	Iteration 35Q: 3 clusters Score -569691.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -569702.562500 Penalty: 4134.135742
	Iteration 36Q: 3 clusters Score -569702.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -569716.125000 Penalty: 4134.135742
	Iteration 37Q: 3 clusters Score -569716.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -569727.375000 Penalty: 4134.135742
	Iteration 38Q: 3 clusters Score -569727.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -569741.000000 Penalty: 4134.135742
	Iteration 39Q: 3 clusters Score -569741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -569752.437500 Penalty: 4134.135742
	Iteration 40F: 3 clusters Score -569752.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -569764.250000 Penalty: 4134.135742
	Iteration 41Q: 3 clusters Score -569764.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -569772.687500 Penalty: 4134.135742
	Iteration 42Q: 3 clusters Score -569772.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -569783.375000 Penalty: 4134.135742
	Iteration 43Q: 3 clusters Score -569783.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -569788.125000 Penalty: 4134.135742
	Iteration 44Q: 3 clusters Score -569788.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -569795.437500 Penalty: 4134.135742
	Iteration 45Q: 3 clusters Score -569795.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -569804.125000 Penalty: 4134.135742
	Iteration 46Q: 3 clusters Score -569804.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -569814.062500 Penalty: 4134.135742
	Iteration 47Q: 3 clusters Score -569814.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -569821.500000 Penalty: 4134.135742
	Iteration 48Q: 3 clusters Score -569821.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -569826.375000 Penalty: 4134.135742
	Iteration 49Q: 3 clusters Score -569826.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -569831.875000 Penalty: 4134.135742
	Iteration 50Q: 3 clusters Score -569831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -569834.000000 Penalty: 4134.135742
	Iteration 51Q: 3 clusters Score -569834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -569839.562500 Penalty: 4134.135742
	Iteration 52Q: 3 clusters Score -569839.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -569847.375000 Penalty: 4134.135742
	Iteration 53Q: 3 clusters Score -569847.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -569854.562500 Penalty: 4134.135742
	Iteration 54Q: 3 clusters Score -569854.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -569861.500000 Penalty: 4134.135742
	Iteration 55Q: 3 clusters Score -569861.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -569866.500000 Penalty: 4134.135742
	Iteration 56Q: 3 clusters Score -569866.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -569869.625000 Penalty: 4134.135742
	Iteration 57Q: 3 clusters Score -569869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -569874.437500 Penalty: 4134.135742
	Iteration 58Q: 3 clusters Score -569874.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -569882.125000 Penalty: 4134.135742
	Iteration 59Q: 3 clusters Score -569882.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -569886.000000 Penalty: 4134.135742
	Iteration 60F: 3 clusters Score -569886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -569889.312500 Penalty: 4134.135742
	Iteration 61Q: 3 clusters Score -569889.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -569891.625000 Penalty: 4134.135742
	Iteration 62Q: 3 clusters Score -569891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -569897.562500 Penalty: 4134.135742
	Iteration 63Q: 3 clusters Score -569897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -569901.375000 Penalty: 4134.135742
	Iteration 64Q: 3 clusters Score -569901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -569903.000000 Penalty: 4134.135742
	Iteration 65Q: 3 clusters Score -569903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -569910.625000 Penalty: 4134.135742
	Iteration 66Q: 3 clusters Score -569910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -569914.375000 Penalty: 4134.135742
	Iteration 67Q: 3 clusters Score -569914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -569917.937500 Penalty: 4134.135742
	Iteration 68Q: 3 clusters Score -569917.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -569926.125000 Penalty: 4134.135742
	Iteration 69Q: 3 clusters Score -569926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -569935.500000 Penalty: 4134.135742
	Iteration 70Q: 3 clusters Score -569935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -569937.937500 Penalty: 4134.135742
	Iteration 71Q: 3 clusters Score -569937.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -569941.750000 Penalty: 4134.135742
	Iteration 72Q: 3 clusters Score -569941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -569944.687500 Penalty: 4134.135742
	Iteration 73Q: 3 clusters Score -569944.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -569946.250000 Penalty: 4134.135742
	Iteration 74Q: 3 clusters Score -569946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -569948.562500 Penalty: 4134.135742
	Iteration 75Q: 3 clusters Score -569948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -569949.000000 Penalty: 4134.135742
	Iteration 76Q: 3 clusters Score -569949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -569949.000000 Penalty: 4134.135742
	Iteration 77F: 3 clusters Score -569949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22629.263672 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -22629.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21524.109375 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -21524.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21666.576172 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -21666.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21818.298828 Penalty: 2635.350342
	Iteration 2F: 3 clusters Score -21818.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21908.482422 Penalty: 2635.350342
	Iteration 3F: 3 clusters Score -21908.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21927.212891 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -21927.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21962.914062 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -21962.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21985.105469 Penalty: 2635.350342
	Iteration 6Q: 3 clusters Score -21985.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22003.042969 Penalty: 2635.350342
	Iteration 7Q: 3 clusters Score -22003.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22010.652344 Penalty: 2635.350342
	Iteration 8Q: 3 clusters Score -22010.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22010.652344 Penalty: 2635.350342
	Iteration 9F: 3 clusters Score -22010.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -161765.234375 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -161765.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -159685.687500 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -159685.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -159980.062500 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -159980.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160064.140625 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -160064.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -160112.343750 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -160112.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160153.937500 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -160153.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -160180.890625 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -160180.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -160216.156250 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -160216.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -160248.312500 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -160248.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -160294.437500 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -160294.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -160344.734375 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -160344.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160397.484375 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -160397.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -160449.656250 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -160449.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -160517.375000 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -160517.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -160613.187500 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -160613.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -160720.953125 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -160721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -160792.046875 Penalty: 3505.390625
	Iteration 15Q: 3 clusters Score -160792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -160840.921875 Penalty: 3505.390625
	Iteration 16Q: 3 clusters Score -160840.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -160885.140625 Penalty: 3505.390625
	Iteration 17Q: 3 clusters Score -160885.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -160922.484375 Penalty: 3505.390625
	Iteration 18Q: 3 clusters Score -160922.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -160943.250000 Penalty: 3505.390625
	Iteration 19Q: 3 clusters Score -160943.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -160958.671875 Penalty: 3505.390625
	Iteration 20F: 3 clusters Score -160958.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -160974.125000 Penalty: 3505.390625
	Iteration 21Q: 3 clusters Score -160974.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -160992.171875 Penalty: 3505.390625
	Iteration 22Q: 3 clusters Score -160992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -161004.609375 Penalty: 3505.390625
	Iteration 23Q: 3 clusters Score -161004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -161009.828125 Penalty: 3505.390625
	Iteration 24Q: 3 clusters Score -161009.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161016.328125 Penalty: 3505.390625
	Iteration 25Q: 3 clusters Score -161016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -161017.968750 Penalty: 3505.390625
	Iteration 26Q: 3 clusters Score -161018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -161019.281250 Penalty: 3505.390625
	Iteration 27Q: 3 clusters Score -161019.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -161019.281250 Penalty: 3505.390625
	Iteration 28F: 3 clusters Score -161019.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Entering Unmasked Estep 
Score: -6328428.500000 Penalty: 2654.393555
	Iteration 0F: 2 clusters Score -6328428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -6298617.000000 Penalty: 5308.787109
	Iteration 0F: 3 clusters Score -6298617 nChanged 20352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -6309701.000000 Penalty: 5308.787109
	Iteration 1F: 3 clusters Score -6309701 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -6310243.500000 Penalty: 5308.787109
	Iteration 2Q: 3 clusters Score -6310244 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -6310836.000000 Penalty: 5308.787109
	Iteration 3Q: 3 clusters Score -6310836 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -6311424.000000 Penalty: 5308.787109
	Iteration 4Q: 3 clusters Score -6311424 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -6312131.000000 Penalty: 5308.787109
	Iteration 5Q: 3 clusters Score -6312131 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -6312945.000000 Penalty: 5308.787109
	Iteration 6Q: 3 clusters Score -6312945 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -6313914.000000 Penalty: 5308.787109
	Iteration 7Q: 3 clusters Score -6313914 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -6315279.000000 Penalty: 5308.787109
	Iteration 8Q: 3 clusters Score -6315279 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -6316729.000000 Penalty: 5308.787109
	Iteration 9F: 3 clusters Score -6316729 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -6318276.500000 Penalty: 5308.787109
	Iteration 10F: 3 clusters Score -6318276 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -6319834.500000 Penalty: 5308.787109
	Iteration 11Q: 3 clusters Score -6319834 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -6321227.500000 Penalty: 5308.787109
	Iteration 12Q: 3 clusters Score -6321228 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -6322396.500000 Penalty: 5308.787109
	Iteration 13Q: 3 clusters Score -6322396 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -6323346.500000 Penalty: 5308.787109
	Iteration 14Q: 3 clusters Score -6323346 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -6324071.500000 Penalty: 5308.787109
	Iteration 15Q: 3 clusters Score -6324072 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6324615.500000 Penalty: 5308.787109
	Iteration 16Q: 3 clusters Score -6324616 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6325017.500000 Penalty: 5308.787109
	Iteration 17Q: 3 clusters Score -6325018 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -6325321.500000 Penalty: 5308.787109
	Iteration 18Q: 3 clusters Score -6325322 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6325521.500000 Penalty: 5308.787109
	Iteration 19Q: 3 clusters Score -6325522 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6325691.500000 Penalty: 5308.787109
	Iteration 20F: 3 clusters Score -6325692 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6325827.500000 Penalty: 5308.787109
	Iteration 21Q: 3 clusters Score -6325828 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6325925.500000 Penalty: 5308.787109
	Iteration 22Q: 3 clusters Score -6325926 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6326001.000000 Penalty: 5308.787109
	Iteration 23Q: 3 clusters Score -6326001 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6326058.000000 Penalty: 5308.787109
	Iteration 24Q: 3 clusters Score -6326058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6326093.000000 Penalty: 5308.787109
	Iteration 25Q: 3 clusters Score -6326093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6326122.500000 Penalty: 5308.787109
	Iteration 26Q: 3 clusters Score -6326122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6326143.000000 Penalty: 5308.787109
	Iteration 27Q: 3 clusters Score -6326143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6326152.000000 Penalty: 5308.787109
	Iteration 28Q: 3 clusters Score -6326152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6326162.000000 Penalty: 5308.787109
	Iteration 29Q: 3 clusters Score -6326162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6326162.000000 Penalty: 5308.787109
	Iteration 30Q: 3 clusters Score -6326162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6326176.500000 Penalty: 5308.787109
	Iteration 31Q: 3 clusters Score -6326176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6326179.500000 Penalty: 5308.787109
	Iteration 32Q: 3 clusters Score -6326180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6326189.500000 Penalty: 5308.787109
	Iteration 33Q: 3 clusters Score -6326190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6326203.000000 Penalty: 5308.787109
	Iteration 34Q: 3 clusters Score -6326203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6326209.000000 Penalty: 5308.787109
	Iteration 35Q: 3 clusters Score -6326209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6326215.000000 Penalty: 5308.787109
	Iteration 36Q: 3 clusters Score -6326215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6326220.000000 Penalty: 5308.787109
	Iteration 37Q: 3 clusters Score -6326220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6326227.500000 Penalty: 5308.787109
	Iteration 38Q: 3 clusters Score -6326228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6326221.500000 Penalty: 5308.787109
	Iteration 39Q: 3 clusters Score -6326222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6326220.500000 Penalty: 5308.787109
	Iteration 40F: 3 clusters Score -6326220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6326229.500000 Penalty: 5308.787109
	Iteration 41Q: 3 clusters Score -6326230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6326233.000000 Penalty: 5308.787109
	Iteration 42Q: 3 clusters Score -6326233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6326239.500000 Penalty: 5308.787109
	Iteration 43Q: 3 clusters Score -6326240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6326237.000000 Penalty: 5308.787109
	Iteration 44Q: 3 clusters Score -6326237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6326244.000000 Penalty: 5308.787109
	Iteration 45Q: 3 clusters Score -6326244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6326251.500000 Penalty: 5308.787109
	Iteration 46Q: 3 clusters Score -6326252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6326255.500000 Penalty: 5308.787109
	Iteration 47Q: 3 clusters Score -6326256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6326258.000000 Penalty: 5308.787109
	Iteration 48Q: 3 clusters Score -6326258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6326259.500000 Penalty: 5308.787109
	Iteration 49Q: 3 clusters Score -6326260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6326262.500000 Penalty: 5308.787109
	Iteration 50Q: 3 clusters Score -6326262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6326268.000000 Penalty: 5308.787109
	Iteration 51Q: 3 clusters Score -6326268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6326269.000000 Penalty: 5308.787109
	Iteration 52Q: 3 clusters Score -6326269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6326271.500000 Penalty: 5308.787109
	Iteration 53Q: 3 clusters Score -6326272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6326268.500000 Penalty: 5308.787109
	Iteration 54Q: 3 clusters Score -6326268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6326275.500000 Penalty: 5308.787109
	Iteration 55Q: 3 clusters Score -6326276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6326277.500000 Penalty: 5308.787109
	Iteration 56Q: 3 clusters Score -6326278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6326276.000000 Penalty: 5308.787109
	Iteration 57Q: 3 clusters Score -6326276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6326274.500000 Penalty: 5308.787109
	Iteration 58Q: 3 clusters Score -6326274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6326274.500000 Penalty: 5308.787109
	Iteration 59Q: 3 clusters Score -6326274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6326272.500000 Penalty: 5308.787109
	Iteration 60F: 3 clusters Score -6326272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6326277.000000 Penalty: 5308.787109
	Iteration 61Q: 3 clusters Score -6326277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6326277.000000 Penalty: 5308.787109
	Iteration 62Q: 3 clusters Score -6326277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6326281.000000 Penalty: 5308.787109
	Iteration 63Q: 3 clusters Score -6326281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6326282.500000 Penalty: 5308.787109
	Iteration 64Q: 3 clusters Score -6326282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6326287.500000 Penalty: 5308.787109
	Iteration 65Q: 3 clusters Score -6326288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6326287.000000 Penalty: 5308.787109
	Iteration 66Q: 3 clusters Score -6326287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6326287.000000 Penalty: 5308.787109
	Iteration 67Q: 3 clusters Score -6326287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6326287.000000 Penalty: 5308.787109
	Iteration 68Q: 3 clusters Score -6326287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6326287.000000 Penalty: 5308.787109
	Iteration 69Q: 3 clusters Score -6326287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6326285.500000 Penalty: 5308.787109
	Iteration 70Q: 3 clusters Score -6326286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6326285.000000 Penalty: 5308.787109
	Iteration 71Q: 3 clusters Score -6326285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6326288.500000 Penalty: 5308.787109
	Iteration 72Q: 3 clusters Score -6326288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6326288.000000 Penalty: 5308.787109
	Iteration 73Q: 3 clusters Score -6326288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6326288.000000 Penalty: 5308.787109
	Iteration 74F: 3 clusters Score -6326288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104938 members 
Entering Unmasked Estep 
Score: -14905405.000000 Penalty: 2867.158936
	Iteration 0F: 2 clusters Score -1.49054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -14835752.000000 Penalty: 5734.317871
	Iteration 0F: 3 clusters Score -1.483575e+07 nChanged 49684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 54898 members 
Entering Unmasked Estep 
Score: -14863634.000000 Penalty: 5734.317871
	Iteration 1F: 3 clusters Score -1.486363e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -14864390.000000 Penalty: 5734.317871
	Iteration 2Q: 3 clusters Score -1.486439e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -14865275.000000 Penalty: 5734.317871
	Iteration 3Q: 3 clusters Score -1.486528e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -14866596.000000 Penalty: 5734.317871
	Iteration 4Q: 3 clusters Score -1.48666e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -14868950.000000 Penalty: 5734.317871
	Iteration 5Q: 3 clusters Score -1.486895e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -14872983.000000 Penalty: 5734.317871
	Iteration 6F: 3 clusters Score -1.487298e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -14879973.000000 Penalty: 5734.317871
	Iteration 7F: 3 clusters Score -1.487997e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 91134 members 
Entering Unmasked Estep 
Score: -14889200.000000 Penalty: 5734.317871
	Iteration 8F: 3 clusters Score -1.48892e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -14897059.000000 Penalty: 5734.317871
	Iteration 9F: 3 clusters Score -1.489706e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 102964 members 
Entering Unmasked Estep 
Score: -14901055.000000 Penalty: 5734.317871
	Iteration 10Q: 3 clusters Score -1.490106e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -14902311.000000 Penalty: 5734.317871
	Iteration 11Q: 3 clusters Score -1.490231e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 104630 members 
Entering Unmasked Estep 
Score: -14902634.000000 Penalty: 5734.317871
	Iteration 12Q: 3 clusters Score -1.490263e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 104697 members 
Entering Unmasked Estep 
Score: -14902719.000000 Penalty: 5734.317871
	Iteration 13Q: 3 clusters Score -1.490272e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 104716 members 
Entering Unmasked Estep 
Score: -14902751.000000 Penalty: 5734.317871
	Iteration 14Q: 3 clusters Score -1.490275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 104725 members 
Entering Unmasked Estep 
Score: -14902762.000000 Penalty: 5734.317871
	Iteration 15Q: 3 clusters Score -1.490276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -14902778.000000 Penalty: 5734.317871
	Iteration 16Q: 3 clusters Score -1.490278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -14902788.000000 Penalty: 5734.317871
	Iteration 17Q: 3 clusters Score -1.490279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -14902785.000000 Penalty: 5734.317871
	Iteration 18Q: 3 clusters Score -1.490278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -14902790.000000 Penalty: 5734.317871
	Iteration 19Q: 3 clusters Score -1.490279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -14902796.000000 Penalty: 5734.317871
	Iteration 20F: 3 clusters Score -1.49028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -14902799.000000 Penalty: 5734.317871
	Iteration 21Q: 3 clusters Score -1.49028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -14902804.000000 Penalty: 5734.317871
	Iteration 22Q: 3 clusters Score -1.49028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -14902809.000000 Penalty: 5734.317871
	Iteration 23Q: 3 clusters Score -1.490281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 104739 members 
Entering Unmasked Estep 
Score: -14902819.000000 Penalty: 5734.317871
	Iteration 24Q: 3 clusters Score -1.490282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
Score: -14902824.000000 Penalty: 5734.317871
	Iteration 25Q: 3 clusters Score -1.490282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 104742 members 
Entering Unmasked Estep 
Score: -14902830.000000 Penalty: 5734.317871
	Iteration 26Q: 3 clusters Score -1.490283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 104742 members 
Entering Unmasked Estep 
Score: -14902837.000000 Penalty: 5734.317871
	Iteration 27Q: 3 clusters Score -1.490284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 104744 members 
Entering Unmasked Estep 
Score: -14902839.000000 Penalty: 5734.317871
	Iteration 28Q: 3 clusters Score -1.490284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 104744 members 
Entering Unmasked Estep 
Score: -14902839.000000 Penalty: 5734.317871
	Iteration 29F: 3 clusters Score -1.490284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -75583.500000 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -75583.5 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 297 members 
Entering Unmasked Estep 
Score: -73978.007812 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -73978.01 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74191.656250 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -74191.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74239.515625 Penalty: 3174.527832
	Iteration 2Q: 3 clusters Score -74239.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74255.960938 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -74255.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -74262.664062 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -74262.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74272.382812 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -74272.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74273.656250 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -74273.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74273.656250 Penalty: 3174.527832
	Iteration 7F: 3 clusters Score -74273.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180146 members 
Entering Unmasked Estep 
Score: -25618992.000000 Penalty: 3001.177490
	Iteration 0F: 2 clusters Score -2.561899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -25521774.000000 Penalty: 6002.354980
	Iteration 0F: 3 clusters Score -2.552177e+07 nChanged 86218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93639 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -25571672.000000 Penalty: 6002.354980
	Iteration 1F: 3 clusters Score -2.557167e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -25572830.000000 Penalty: 6002.354980
	Iteration 2Q: 3 clusters Score -2.557283e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -25574090.000000 Penalty: 6002.354980
	Iteration 3Q: 3 clusters Score -2.557409e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -25576480.000000 Penalty: 6002.354980
	Iteration 4Q: 3 clusters Score -2.557648e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -25580136.000000 Penalty: 6002.354980
	Iteration 5F: 3 clusters Score -2.558014e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -25585648.000000 Penalty: 6002.354980
	Iteration 6F: 3 clusters Score -2.558565e+07 nChanged 11956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135459 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -25592504.000000 Penalty: 6002.354980
	Iteration 7F: 3 clusters Score -2.55925e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144317 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -25600470.000000 Penalty: 6002.354980
	Iteration 8F: 3 clusters Score -2.560047e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150335 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -25607458.000000 Penalty: 6002.354980
	Iteration 9Q: 3 clusters Score -2.560746e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -25611492.000000 Penalty: 6002.354980
	Iteration 10Q: 3 clusters Score -2.561149e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -25613640.000000 Penalty: 6002.354980
	Iteration 11Q: 3 clusters Score -2.561364e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157691 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -25614520.000000 Penalty: 6002.354980
	Iteration 12Q: 3 clusters Score -2.561452e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159284 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -25615000.000000 Penalty: 6002.354980
	Iteration 13Q: 3 clusters Score -2.5615e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160802 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -25615394.000000 Penalty: 6002.354980
	Iteration 14Q: 3 clusters Score -2.561539e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162324 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -25615458.000000 Penalty: 6002.354980
	Iteration 15Q: 3 clusters Score -2.561546e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163828 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -25615492.000000 Penalty: 6002.354980
	Iteration 16Q: 3 clusters Score -2.561549e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -25615674.000000 Penalty: 6002.354980
	Iteration 17Q: 3 clusters Score -2.561567e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -25615666.000000 Penalty: 6002.354980
	Iteration 18Q: 3 clusters Score -2.561567e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168017 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -25615824.000000 Penalty: 6002.354980
	Iteration 19Q: 3 clusters Score -2.561582e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169230 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -25615812.000000 Penalty: 6002.354980
	Iteration 20F: 3 clusters Score -2.561581e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170355 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -25615810.000000 Penalty: 6002.354980
	Iteration 21Q: 3 clusters Score -2.561581e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -25615730.000000 Penalty: 6002.354980
	Iteration 22Q: 3 clusters Score -2.561573e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172402 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -25615728.000000 Penalty: 6002.354980
	Iteration 23Q: 3 clusters Score -2.561573e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173311 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -25615882.000000 Penalty: 6002.354980
	Iteration 24Q: 3 clusters Score -2.561588e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174179 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -25615906.000000 Penalty: 6002.354980
	Iteration 25Q: 3 clusters Score -2.561591e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174966 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -25615936.000000 Penalty: 6002.354980
	Iteration 26Q: 3 clusters Score -2.561594e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175698 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -25615944.000000 Penalty: 6002.354980
	Iteration 27Q: 3 clusters Score -2.561594e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176307 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -25616012.000000 Penalty: 6002.354980
	Iteration 28Q: 3 clusters Score -2.561601e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176828 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -25615980.000000 Penalty: 6002.354980
	Iteration 29Q: 3 clusters Score -2.561598e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177236 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -25616030.000000 Penalty: 6002.354980
	Iteration 30Q: 3 clusters Score -2.561603e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177536 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -25616062.000000 Penalty: 6002.354980
	Iteration 31Q: 3 clusters Score -2.561606e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177773 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -25616108.000000 Penalty: 6002.354980
	Iteration 32Q: 3 clusters Score -2.561611e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177989 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -25616232.000000 Penalty: 6002.354980
	Iteration 33Q: 3 clusters Score -2.561623e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178180 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -25616274.000000 Penalty: 6002.354980
	Iteration 34Q: 3 clusters Score -2.561627e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178329 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -25616354.000000 Penalty: 6002.354980
	Iteration 35Q: 3 clusters Score -2.561635e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178443 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -25616428.000000 Penalty: 6002.354980
	Iteration 36Q: 3 clusters Score -2.561643e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178531 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -25616448.000000 Penalty: 6002.354980
	Iteration 37Q: 3 clusters Score -2.561645e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178619 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -25616486.000000 Penalty: 6002.354980
	Iteration 38Q: 3 clusters Score -2.561649e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178685 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -25616508.000000 Penalty: 6002.354980
	Iteration 39Q: 3 clusters Score -2.561651e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178756 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -25616504.000000 Penalty: 6002.354980
	Iteration 40F: 3 clusters Score -2.56165e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178806 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -25616526.000000 Penalty: 6002.354980
	Iteration 41Q: 3 clusters Score -2.561653e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178848 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -25616536.000000 Penalty: 6002.354980
	Iteration 42Q: 3 clusters Score -2.561654e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178895 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -25616550.000000 Penalty: 6002.354980
	Iteration 43Q: 3 clusters Score -2.561655e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178925 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -25616552.000000 Penalty: 6002.354980
	Iteration 44Q: 3 clusters Score -2.561655e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178954 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -25616562.000000 Penalty: 6002.354980
	Iteration 45Q: 3 clusters Score -2.561656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178976 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -25616538.000000 Penalty: 6002.354980
	Iteration 46Q: 3 clusters Score -2.561654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178992 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -25616550.000000 Penalty: 6002.354980
	Iteration 47Q: 3 clusters Score -2.561655e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179007 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -25616566.000000 Penalty: 6002.354980
	Iteration 48Q: 3 clusters Score -2.561657e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179028 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -25616600.000000 Penalty: 6002.354980
	Iteration 49Q: 3 clusters Score -2.56166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179049 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -25616600.000000 Penalty: 6002.354980
	Iteration 50Q: 3 clusters Score -2.56166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179068 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -25616616.000000 Penalty: 6002.354980
	Iteration 51Q: 3 clusters Score -2.561662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179083 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -25616632.000000 Penalty: 6002.354980
	Iteration 52Q: 3 clusters Score -2.561663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179091 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -25616624.000000 Penalty: 6002.354980
	Iteration 53Q: 3 clusters Score -2.561662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179100 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -25616650.000000 Penalty: 6002.354980
	Iteration 54Q: 3 clusters Score -2.561665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179106 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -25616630.000000 Penalty: 6002.354980
	Iteration 55Q: 3 clusters Score -2.561663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179116 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -25616618.000000 Penalty: 6002.354980
	Iteration 56Q: 3 clusters Score -2.561662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179122 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -25616632.000000 Penalty: 6002.354980
	Iteration 57Q: 3 clusters Score -2.561663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179128 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -25616644.000000 Penalty: 6002.354980
	Iteration 58Q: 3 clusters Score -2.561664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179133 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -25616634.000000 Penalty: 6002.354980
	Iteration 59Q: 3 clusters Score -2.561663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179143 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -25616630.000000 Penalty: 6002.354980
	Iteration 60F: 3 clusters Score -2.561663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179150 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -25616604.000000 Penalty: 6002.354980
	Iteration 61Q: 3 clusters Score -2.56166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179157 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -25616616.000000 Penalty: 6002.354980
	Iteration 62Q: 3 clusters Score -2.561662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179160 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -25616624.000000 Penalty: 6002.354980
	Iteration 63Q: 3 clusters Score -2.561662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179161 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -25616612.000000 Penalty: 6002.354980
	Iteration 64Q: 3 clusters Score -2.561661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179161 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -25616612.000000 Penalty: 6002.354980
	Iteration 65F: 3 clusters Score -2.561661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145454 members 
Entering Unmasked Estep 
Score: -20633180.000000 Penalty: 2948.128662
	Iteration 0F: 2 clusters Score -2.063318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -20538404.000000 Penalty: 5896.257324
	Iteration 0F: 3 clusters Score -2.05384e+07 nChanged 69521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 71093 members 
Entering Unmasked Estep 
Score: -20578714.000000 Penalty: 5896.257324
	Iteration 1F: 3 clusters Score -2.057871e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -20579712.000000 Penalty: 5896.257324
	Iteration 2Q: 3 clusters Score -2.057971e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -20580762.000000 Penalty: 5896.257324
	Iteration 3Q: 3 clusters Score -2.058076e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -20582076.000000 Penalty: 5896.257324
	Iteration 4Q: 3 clusters Score -2.058208e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -20583770.000000 Penalty: 5896.257324
	Iteration 5Q: 3 clusters Score -2.058377e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -20586108.000000 Penalty: 5896.257324
	Iteration 6Q: 3 clusters Score -2.058611e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -20589360.000000 Penalty: 5896.257324
	Iteration 7Q: 3 clusters Score -2.058936e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -20593678.000000 Penalty: 5896.257324
	Iteration 8F: 3 clusters Score -2.059368e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -20599222.000000 Penalty: 5896.257324
	Iteration 9F: 3 clusters Score -2.059922e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91253 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -20604620.000000 Penalty: 5896.257324
	Iteration 10F: 3 clusters Score -2.060462e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -20608250.000000 Penalty: 5896.257324
	Iteration 11Q: 3 clusters Score -2.060825e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93803 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -20610088.000000 Penalty: 5896.257324
	Iteration 12Q: 3 clusters Score -2.061009e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -20610708.000000 Penalty: 5896.257324
	Iteration 13Q: 3 clusters Score -2.061071e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95412 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -20611010.000000 Penalty: 5896.257324
	Iteration 14Q: 3 clusters Score -2.061101e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96259 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -20611258.000000 Penalty: 5896.257324
	Iteration 15Q: 3 clusters Score -2.061126e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97076 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -20611582.000000 Penalty: 5896.257324
	Iteration 16Q: 3 clusters Score -2.061158e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -20611848.000000 Penalty: 5896.257324
	Iteration 17Q: 3 clusters Score -2.061185e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -20612166.000000 Penalty: 5896.257324
	Iteration 18Q: 3 clusters Score -2.061217e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -20612374.000000 Penalty: 5896.257324
	Iteration 19Q: 3 clusters Score -2.061237e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -20612682.000000 Penalty: 5896.257324
	Iteration 20F: 3 clusters Score -2.061268e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101758 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -20613018.000000 Penalty: 5896.257324
	Iteration 21Q: 3 clusters Score -2.061302e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102827 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -20613388.000000 Penalty: 5896.257324
	Iteration 22Q: 3 clusters Score -2.061339e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103878 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -20613676.000000 Penalty: 5896.257324
	Iteration 23Q: 3 clusters Score -2.061368e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104920 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -20613852.000000 Penalty: 5896.257324
	Iteration 24Q: 3 clusters Score -2.061385e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106054 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -20614080.000000 Penalty: 5896.257324
	Iteration 25Q: 3 clusters Score -2.061408e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -20614448.000000 Penalty: 5896.257324
	Iteration 26Q: 3 clusters Score -2.061445e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108466 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -20614718.000000 Penalty: 5896.257324
	Iteration 27Q: 3 clusters Score -2.061472e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109774 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -20615110.000000 Penalty: 5896.257324
	Iteration 28Q: 3 clusters Score -2.061511e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111185 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -20615628.000000 Penalty: 5896.257324
	Iteration 29Q: 3 clusters Score -2.061563e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112687 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -20616074.000000 Penalty: 5896.257324
	Iteration 30Q: 3 clusters Score -2.061607e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114194 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -20616430.000000 Penalty: 5896.257324
	Iteration 31Q: 3 clusters Score -2.061643e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115703 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -20616936.000000 Penalty: 5896.257324
	Iteration 32Q: 3 clusters Score -2.061694e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117212 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -20617510.000000 Penalty: 5896.257324
	Iteration 33Q: 3 clusters Score -2.061751e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118774 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -20617950.000000 Penalty: 5896.257324
	Iteration 34Q: 3 clusters Score -2.061795e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120353 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -20618462.000000 Penalty: 5896.257324
	Iteration 35Q: 3 clusters Score -2.061846e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122035 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -20619018.000000 Penalty: 5896.257324
	Iteration 36Q: 3 clusters Score -2.061902e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123682 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -20619758.000000 Penalty: 5896.257324
	Iteration 37Q: 3 clusters Score -2.061976e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125343 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -20620372.000000 Penalty: 5896.257324
	Iteration 38Q: 3 clusters Score -2.062037e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126986 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -20621046.000000 Penalty: 5896.257324
	Iteration 39Q: 3 clusters Score -2.062105e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128709 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -20621660.000000 Penalty: 5896.257324
	Iteration 40F: 3 clusters Score -2.062166e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130475 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -20622530.000000 Penalty: 5896.257324
	Iteration 41Q: 3 clusters Score -2.062253e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132253 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -20623440.000000 Penalty: 5896.257324
	Iteration 42Q: 3 clusters Score -2.062344e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134080 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -20624508.000000 Penalty: 5896.257324
	Iteration 43Q: 3 clusters Score -2.062451e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135809 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -20625424.000000 Penalty: 5896.257324
	Iteration 44Q: 3 clusters Score -2.062542e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137496 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -20626424.000000 Penalty: 5896.257324
	Iteration 45Q: 3 clusters Score -2.062642e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139076 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -20627408.000000 Penalty: 5896.257324
	Iteration 46Q: 3 clusters Score -2.062741e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140492 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -20628346.000000 Penalty: 5896.257324
	Iteration 47Q: 3 clusters Score -2.062835e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141661 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -20629120.000000 Penalty: 5896.257324
	Iteration 48Q: 3 clusters Score -2.062912e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142591 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -20629634.000000 Penalty: 5896.257324
	Iteration 49Q: 3 clusters Score -2.062963e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143276 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -20630036.000000 Penalty: 5896.257324
	Iteration 50Q: 3 clusters Score -2.063004e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143762 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -20630182.000000 Penalty: 5896.257324
	Iteration 51Q: 3 clusters Score -2.063018e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144069 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -20630338.000000 Penalty: 5896.257324
	Iteration 52Q: 3 clusters Score -2.063034e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144270 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -20630468.000000 Penalty: 5896.257324
	Iteration 53Q: 3 clusters Score -2.063047e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144403 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20630542.000000 Penalty: 5896.257324
	Iteration 54Q: 3 clusters Score -2.063054e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144493 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -20630608.000000 Penalty: 5896.257324
	Iteration 55Q: 3 clusters Score -2.063061e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144556 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -20630644.000000 Penalty: 5896.257324
	Iteration 56Q: 3 clusters Score -2.063064e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144589 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -20630646.000000 Penalty: 5896.257324
	Iteration 57Q: 3 clusters Score -2.063065e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144619 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -20630678.000000 Penalty: 5896.257324
	Iteration 58Q: 3 clusters Score -2.063068e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144648 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -20630680.000000 Penalty: 5896.257324
	Iteration 59Q: 3 clusters Score -2.063068e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144674 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -20630708.000000 Penalty: 5896.257324
	Iteration 60F: 3 clusters Score -2.063071e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144693 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -20630698.000000 Penalty: 5896.257324
	Iteration 61Q: 3 clusters Score -2.06307e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -20630712.000000 Penalty: 5896.257324
	Iteration 62Q: 3 clusters Score -2.063071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144714 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20630710.000000 Penalty: 5896.257324
	Iteration 63Q: 3 clusters Score -2.063071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144726 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -20630714.000000 Penalty: 5896.257324
	Iteration 64Q: 3 clusters Score -2.063071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144734 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -20630734.000000 Penalty: 5896.257324
	Iteration 65Q: 3 clusters Score -2.063073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144742 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20630730.000000 Penalty: 5896.257324
	Iteration 66Q: 3 clusters Score -2.063073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144752 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -20630738.000000 Penalty: 5896.257324
	Iteration 67Q: 3 clusters Score -2.063074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144763 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -20630738.000000 Penalty: 5896.257324
	Iteration 68Q: 3 clusters Score -2.063074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144770 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -20630732.000000 Penalty: 5896.257324
	Iteration 69Q: 3 clusters Score -2.063073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -20630728.000000 Penalty: 5896.257324
	Iteration 70Q: 3 clusters Score -2.063073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144785 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -20630756.000000 Penalty: 5896.257324
	Iteration 71Q: 3 clusters Score -2.063076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144791 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -20630766.000000 Penalty: 5896.257324
	Iteration 72Q: 3 clusters Score -2.063077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144797 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -20630746.000000 Penalty: 5896.257324
	Iteration 73Q: 3 clusters Score -2.063075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144797 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -20630742.000000 Penalty: 5896.257324
	Iteration 74Q: 3 clusters Score -2.063074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144800 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -20630756.000000 Penalty: 5896.257324
	Iteration 75Q: 3 clusters Score -2.063076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144801 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -20630746.000000 Penalty: 5896.257324
	Iteration 76Q: 3 clusters Score -2.063075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144806 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -20630744.000000 Penalty: 5896.257324
	Iteration 77Q: 3 clusters Score -2.063074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144809 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -20630752.000000 Penalty: 5896.257324
	Iteration 78Q: 3 clusters Score -2.063075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144811 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -20630778.000000 Penalty: 5896.257324
	Iteration 79Q: 3 clusters Score -2.063078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144812 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -20630760.000000 Penalty: 5896.257324
	Iteration 80F: 3 clusters Score -2.063076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144814 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -20630768.000000 Penalty: 5896.257324
	Iteration 81Q: 3 clusters Score -2.063077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144815 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -20630764.000000 Penalty: 5896.257324
	Iteration 82Q: 3 clusters Score -2.063076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144815 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -20630764.000000 Penalty: 5896.257324
	Iteration 83F: 3 clusters Score -2.063076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Entering Unmasked Estep 
Score: -1869190.250000 Penalty: 2350.410645
	Iteration 0F: 2 clusters Score -1869190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1859537.375000 Penalty: 4700.821289
	Iteration 0F: 3 clusters Score -1859537 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1862462.750000 Penalty: 4700.821289
	Iteration 1F: 3 clusters Score -1862463 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1862728.125000 Penalty: 4700.821289
	Iteration 2F: 3 clusters Score -1862728 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1862924.000000 Penalty: 4700.821289
	Iteration 3Q: 3 clusters Score -1862924 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1863083.875000 Penalty: 4700.821289
	Iteration 4Q: 3 clusters Score -1863084 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1863215.500000 Penalty: 4700.821289
	Iteration 5Q: 3 clusters Score -1863216 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1863334.625000 Penalty: 4700.821289
	Iteration 6Q: 3 clusters Score -1863335 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1863426.500000 Penalty: 4700.821289
	Iteration 7Q: 3 clusters Score -1863426 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1863534.625000 Penalty: 4700.821289
	Iteration 8Q: 3 clusters Score -1863535 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1863660.250000 Penalty: 4700.821289
	Iteration 9Q: 3 clusters Score -1863660 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1863820.375000 Penalty: 4700.821289
	Iteration 10Q: 3 clusters Score -1863820 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1864014.625000 Penalty: 4700.821289
	Iteration 11Q: 3 clusters Score -1864015 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1864260.375000 Penalty: 4700.821289
	Iteration 12Q: 3 clusters Score -1864260 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1864576.750000 Penalty: 4700.821289
	Iteration 13Q: 3 clusters Score -1864577 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1864965.125000 Penalty: 4700.821289
	Iteration 14Q: 3 clusters Score -1864965 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1865407.625000 Penalty: 4700.821289
	Iteration 15Q: 3 clusters Score -1865408 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1865860.500000 Penalty: 4700.821289
	Iteration 16Q: 3 clusters Score -1865860 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1866235.875000 Penalty: 4700.821289
	Iteration 17Q: 3 clusters Score -1866236 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1866518.000000 Penalty: 4700.821289
	Iteration 18Q: 3 clusters Score -1866518 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1866685.000000 Penalty: 4700.821289
	Iteration 19Q: 3 clusters Score -1866685 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1866773.125000 Penalty: 4700.821289
	Iteration 20F: 3 clusters Score -1866773 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1866824.500000 Penalty: 4700.821289
	Iteration 21Q: 3 clusters Score -1866824 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1866861.375000 Penalty: 4700.821289
	Iteration 22Q: 3 clusters Score -1866861 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1866886.750000 Penalty: 4700.821289
	Iteration 23Q: 3 clusters Score -1866887 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1866913.250000 Penalty: 4700.821289
	Iteration 24Q: 3 clusters Score -1866913 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1866934.125000 Penalty: 4700.821289
	Iteration 25Q: 3 clusters Score -1866934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1866952.500000 Penalty: 4700.821289
	Iteration 26Q: 3 clusters Score -1866952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1866961.625000 Penalty: 4700.821289
	Iteration 27Q: 3 clusters Score -1866962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1866970.125000 Penalty: 4700.821289
	Iteration 28Q: 3 clusters Score -1866970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1866984.750000 Penalty: 4700.821289
	Iteration 29Q: 3 clusters Score -1866985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1867003.875000 Penalty: 4700.821289
	Iteration 30Q: 3 clusters Score -1867004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1867016.125000 Penalty: 4700.821289
	Iteration 31Q: 3 clusters Score -1867016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1867025.250000 Penalty: 4700.821289
	Iteration 32Q: 3 clusters Score -1867025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1867031.125000 Penalty: 4700.821289
	Iteration 33Q: 3 clusters Score -1867031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1867045.500000 Penalty: 4700.821289
	Iteration 34Q: 3 clusters Score -1867046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1867060 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1867068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1867084 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1867087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1867093.500000 Penalty: 4700.821289
	Iteration 39Q: 3 clusters Score -1867094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1867101.250000 Penalty: 4700.821289
	Iteration 40F: 3 clusters Score -1867101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1867113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1867126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1867128 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1867134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1867147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1867157 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1867166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1867176 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1867184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1867187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1867190.500000 Penalty: 4700.821289
	Iteration 51Q: 3 clusters Score -1867190 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1867194 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1867198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1867202 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1867202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1867205.625000 Penalty: 4700.821289
	Iteration 56Q: 3 clusters Score -1867206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1867204 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1867204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1867206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1867203 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11581 members 
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	Iteration 61Q: 3 clusters Score -1867204 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11582 members 
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	Iteration 62Q: 3 clusters Score -1867206 nChanged 2
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Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1867207 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1867208 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1867208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1867210 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1867210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1867212 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1867212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1867214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1867217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1867215 nChanged 3
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Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1867216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1867216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1867216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1867217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1867217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1867216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1867218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1867219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1867219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1867220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1867222.625000 Penalty: 4700.821289
	Iteration 83Q: 3 clusters Score -1867223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1867222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1867223.625000 Penalty: 4700.821289
	Iteration 85Q: 3 clusters Score -1867224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1867225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1867227.875000 Penalty: 4700.821289
	Iteration 87Q: 3 clusters Score -1867228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1867226.875000 Penalty: 4700.821289
	Iteration 88Q: 3 clusters Score -1867227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1867230.125000 Penalty: 4700.821289
	Iteration 89Q: 3 clusters Score -1867230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1867231.375000 Penalty: 4700.821289
	Iteration 90Q: 3 clusters Score -1867231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1867235.125000 Penalty: 4700.821289
	Iteration 91Q: 3 clusters Score -1867235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1867238.250000 Penalty: 4700.821289
	Iteration 92Q: 3 clusters Score -1867238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1867236.250000 Penalty: 4700.821289
	Iteration 93Q: 3 clusters Score -1867236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1867238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1867241.875000 Penalty: 4700.821289
	Iteration 95Q: 3 clusters Score -1867242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1867243.500000 Penalty: 4700.821289
	Iteration 96Q: 3 clusters Score -1867244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1867244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1867243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1867244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1867247.375000 Penalty: 4700.821289
	Iteration 100F: 3 clusters Score -1867247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1867249.625000 Penalty: 4700.821289
	Iteration 101Q: 3 clusters Score -1867250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1867251.750000 Penalty: 4700.821289
	Iteration 102Q: 3 clusters Score -1867252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1867251 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1867254.250000 Penalty: 4700.821289
	Iteration 104Q: 3 clusters Score -1867254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1867256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1867255 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1867256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1867256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1867254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1867255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1867254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1867256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1867259.000000 Penalty: 4700.821289
	Iteration 113Q: 3 clusters Score -1867259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1867258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1867258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1867262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1867264 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1867266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1867262.125000 Penalty: 4700.821289
	Iteration 119Q: 3 clusters Score -1867262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1867263.375000 Penalty: 4700.821289
	Iteration 120F: 3 clusters Score -1867263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1867264.625000 Penalty: 4700.821289
	Iteration 121Q: 3 clusters Score -1867265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1867271.750000 Penalty: 4700.821289
	Iteration 122Q: 3 clusters Score -1867272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1867272 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1867269.875000 Penalty: 4700.821289
	Iteration 124Q: 3 clusters Score -1867270 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1867273 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
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	Iteration 126F: 3 clusters Score -1867273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -54171.578125 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -54171.58 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 210 members 
Entering Unmasked Estep 
Score: -52763.308594 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -52763.31 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52939.093750 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -52939.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53041.269531 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -53041.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53139.269531 Penalty: 3007.637451
	Iteration 3F: 3 clusters Score -53139.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53264.812500 Penalty: 3007.637451
	Iteration 4F: 3 clusters Score -53264.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53357.253906 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -53357.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53443.820312 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -53443.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53539.597656 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -53539.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53586.296875 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -53586.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53626.425781 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -53626.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53669.371094 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -53669.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53703.234375 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -53703.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53723.589844 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -53723.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53728.742188 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -53728.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53732.542969 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -53732.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53753.910156 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -53753.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53769.093750 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -53769.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53797.769531 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -53797.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53836.574219 Penalty: 3007.637451
	Iteration 18Q: 3 clusters Score -53836.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53847.414062 Penalty: 3007.637451
	Iteration 19Q: 3 clusters Score -53847.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53847.414062 Penalty: 3007.637451
	Iteration 20F: 3 clusters Score -53847.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -261163.578125 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -261163.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -258622.890625 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -258622.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -259050.265625 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -259050.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -259188.703125 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -259188.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -259261.187500 Penalty: 3737.771973
	Iteration 3Q: 3 clusters Score -259261.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -259327.484375 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -259327.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -259383.187500 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -259383.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -259454.078125 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -259454.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -259526.765625 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -259526.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -259595.000000 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -259595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -259650.515625 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -259650.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -259689.437500 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -259689.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -259726.109375 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -259726.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -259760.984375 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -259761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -259784.875000 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -259784.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -259801.171875 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -259801.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -259811.031250 Penalty: 3737.771973
	Iteration 15Q: 3 clusters Score -259811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -259820.703125 Penalty: 3737.771973
	Iteration 16Q: 3 clusters Score -259820.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -259824.546875 Penalty: 3737.771973
	Iteration 17Q: 3 clusters Score -259824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -259832.437500 Penalty: 3737.771973
	Iteration 18Q: 3 clusters Score -259832.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -259841.453125 Penalty: 3737.771973
	Iteration 19Q: 3 clusters Score -259841.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -259845.171875 Penalty: 3737.771973
	Iteration 20F: 3 clusters Score -259845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -259846.218750 Penalty: 3737.771973
	Iteration 21Q: 3 clusters Score -259846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -259851.828125 Penalty: 3737.771973
	Iteration 22Q: 3 clusters Score -259851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -259856.031250 Penalty: 3737.771973
	Iteration 23Q: 3 clusters Score -259856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -259863.453125 Penalty: 3737.771973
	Iteration 24Q: 3 clusters Score -259863.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -259871.843750 Penalty: 3737.771973
	Iteration 25Q: 3 clusters Score -259871.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -259883.437500 Penalty: 3737.771973
	Iteration 26Q: 3 clusters Score -259883.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -259889.093750 Penalty: 3737.771973
	Iteration 27Q: 3 clusters Score -259889.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -259895.687500 Penalty: 3737.771973
	Iteration 28Q: 3 clusters Score -259895.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -259904.500000 Penalty: 3737.771973
	Iteration 29Q: 3 clusters Score -259904.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -259909.062500 Penalty: 3737.771973
	Iteration 30Q: 3 clusters Score -259909.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -259911.671875 Penalty: 3737.771973
	Iteration 31Q: 3 clusters Score -259911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -259913.234375 Penalty: 3737.771973
	Iteration 32Q: 3 clusters Score -259913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -259914.812500 Penalty: 3737.771973
	Iteration 33Q: 3 clusters Score -259914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -259916.015625 Penalty: 3737.771973
	Iteration 34Q: 3 clusters Score -259916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -259917.953125 Penalty: 3737.771973
	Iteration 35Q: 3 clusters Score -259918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -259921.406250 Penalty: 3737.771973
	Iteration 36Q: 3 clusters Score -259921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -259925.078125 Penalty: 3737.771973
	Iteration 37Q: 3 clusters Score -259925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -259927.875000 Penalty: 3737.771973
	Iteration 38Q: 3 clusters Score -259927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -259929.734375 Penalty: 3737.771973
	Iteration 39Q: 3 clusters Score -259929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -259930.234375 Penalty: 3737.771973
	Iteration 40F: 3 clusters Score -259930.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -23309.031250 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -23309.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22285.753906 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -22285.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22528.281250 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -22528.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22625.009766 Penalty: 2695.126221
	Iteration 2F: 3 clusters Score -22625.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22660.181641 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -22660.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22677.398438 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -22677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22690.333984 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -22690.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22690.333984 Penalty: 2695.126221
	Iteration 6F: 3 clusters Score -22690.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (149310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149310 members 
Entering Unmasked Estep 
Score: -20942460.000000 Penalty: 2954.617432
	Iteration 0F: 2 clusters Score -2.094246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 74496 members 
Entering Unmasked Estep 
Score: -20846960.000000 Penalty: 5909.234863
	Iteration 0F: 3 clusters Score -2.084696e+07 nChanged 71416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -20888190.000000 Penalty: 5909.234863
	Iteration 1F: 3 clusters Score -2.088819e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -20889082.000000 Penalty: 5909.234863
	Iteration 2Q: 3 clusters Score -2.088908e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -20890066.000000 Penalty: 5909.234863
	Iteration 3Q: 3 clusters Score -2.089007e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78347 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -20891200.000000 Penalty: 5909.234863
	Iteration 4Q: 3 clusters Score -2.08912e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -20892710.000000 Penalty: 5909.234863
	Iteration 5Q: 3 clusters Score -2.089271e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -20894902.000000 Penalty: 5909.234863
	Iteration 6Q: 3 clusters Score -2.08949e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89714 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -20898086.000000 Penalty: 5909.234863
	Iteration 7Q: 3 clusters Score -2.089809e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -20903128.000000 Penalty: 5909.234863
	Iteration 8F: 3 clusters Score -2.090313e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106049 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -20909708.000000 Penalty: 5909.234863
	Iteration 9F: 3 clusters Score -2.090971e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115952 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -20916948.000000 Penalty: 5909.234863
	Iteration 10F: 3 clusters Score -2.091695e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125271 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -20923846.000000 Penalty: 5909.234863
	Iteration 11F: 3 clusters Score -2.092385e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132901 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -20929314.000000 Penalty: 5909.234863
	Iteration 12F: 3 clusters Score -2.092931e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138639 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -20933504.000000 Penalty: 5909.234863
	Iteration 13Q: 3 clusters Score -2.09335e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142702 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -20936390.000000 Penalty: 5909.234863
	Iteration 14Q: 3 clusters Score -2.093639e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145503 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -20938196.000000 Penalty: 5909.234863
	Iteration 15Q: 3 clusters Score -2.09382e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147144 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -20939140.000000 Penalty: 5909.234863
	Iteration 16Q: 3 clusters Score -2.093914e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147974 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -20939562.000000 Penalty: 5909.234863
	Iteration 17Q: 3 clusters Score -2.093956e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148361 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -20939772.000000 Penalty: 5909.234863
	Iteration 18Q: 3 clusters Score -2.093977e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148553 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -20939848.000000 Penalty: 5909.234863
	Iteration 19Q: 3 clusters Score -2.093985e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148651 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -20939908.000000 Penalty: 5909.234863
	Iteration 20F: 3 clusters Score -2.093991e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148713 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -20939962.000000 Penalty: 5909.234863
	Iteration 21Q: 3 clusters Score -2.093996e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148746 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -20940006.000000 Penalty: 5909.234863
	Iteration 22Q: 3 clusters Score -2.094001e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -20940008.000000 Penalty: 5909.234863
	Iteration 23Q: 3 clusters Score -2.094001e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148789 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -20940020.000000 Penalty: 5909.234863
	Iteration 24Q: 3 clusters Score -2.094002e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148815 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -20940058.000000 Penalty: 5909.234863
	Iteration 25Q: 3 clusters Score -2.094006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148825 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -20940078.000000 Penalty: 5909.234863
	Iteration 26Q: 3 clusters Score -2.094008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148835 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -20940090.000000 Penalty: 5909.234863
	Iteration 27Q: 3 clusters Score -2.094009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148848 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20940092.000000 Penalty: 5909.234863
	Iteration 28Q: 3 clusters Score -2.094009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148864 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -20940102.000000 Penalty: 5909.234863
	Iteration 29Q: 3 clusters Score -2.09401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148876 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -20940110.000000 Penalty: 5909.234863
	Iteration 30Q: 3 clusters Score -2.094011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148884 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20940120.000000 Penalty: 5909.234863
	Iteration 31Q: 3 clusters Score -2.094012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148887 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20940128.000000 Penalty: 5909.234863
	Iteration 32Q: 3 clusters Score -2.094013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148892 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -20940134.000000 Penalty: 5909.234863
	Iteration 33Q: 3 clusters Score -2.094013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148895 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -20940130.000000 Penalty: 5909.234863
	Iteration 34Q: 3 clusters Score -2.094013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148897 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -20940128.000000 Penalty: 5909.234863
	Iteration 35Q: 3 clusters Score -2.094013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148899 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -20940126.000000 Penalty: 5909.234863
	Iteration 36Q: 3 clusters Score -2.094013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148901 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -20940124.000000 Penalty: 5909.234863
	Iteration 37Q: 3 clusters Score -2.094012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148905 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -20940120.000000 Penalty: 5909.234863
	Iteration 38Q: 3 clusters Score -2.094012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148907 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20940122.000000 Penalty: 5909.234863
	Iteration 39Q: 3 clusters Score -2.094012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148907 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20940130.000000 Penalty: 5909.234863
	Iteration 40F: 3 clusters Score -2.094013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148906 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20940130.000000 Penalty: 5909.234863
	Iteration 41Q: 3 clusters Score -2.094013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148907 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20940132.000000 Penalty: 5909.234863
	Iteration 42Q: 3 clusters Score -2.094013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148907 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20940132.000000 Penalty: 5909.234863
	Iteration 43F: 3 clusters Score -2.094013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Entering Unmasked Estep 
Score: -952196.187500 Penalty: 2186.211670
	Iteration 0F: 2 clusters Score -952196.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -946596.625000 Penalty: 4372.423340
	Iteration 0F: 3 clusters Score -946596.6 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -948056.562500 Penalty: 4372.423340
	Iteration 1F: 3 clusters Score -948056.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -948303.062500 Penalty: 4372.423340
	Iteration 2F: 3 clusters Score -948303.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -948445.812500 Penalty: 4372.423340
	Iteration 3Q: 3 clusters Score -948445.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -948551.437500 Penalty: 4372.423340
	Iteration 4Q: 3 clusters Score -948551.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -948646.750000 Penalty: 4372.423340
	Iteration 5Q: 3 clusters Score -948646.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -948729.500000 Penalty: 4372.423340
	Iteration 6Q: 3 clusters Score -948729.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -948802.562500 Penalty: 4372.423340
	Iteration 7Q: 3 clusters Score -948802.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -948879.687500 Penalty: 4372.423340
	Iteration 8Q: 3 clusters Score -948879.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -948958.875000 Penalty: 4372.423340
	Iteration 9Q: 3 clusters Score -948958.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -949035.750000 Penalty: 4372.423340
	Iteration 10Q: 3 clusters Score -949035.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -949120.687500 Penalty: 4372.423340
	Iteration 11Q: 3 clusters Score -949120.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -949204.562500 Penalty: 4372.423340
	Iteration 12Q: 3 clusters Score -949204.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -949295.125000 Penalty: 4372.423340
	Iteration 13Q: 3 clusters Score -949295.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -949386.125000 Penalty: 4372.423340
	Iteration 14Q: 3 clusters Score -949386.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -949489.687500 Penalty: 4372.423340
	Iteration 15Q: 3 clusters Score -949489.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -949598.000000 Penalty: 4372.423340
	Iteration 16Q: 3 clusters Score -949598 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -949708.562500 Penalty: 4372.423340
	Iteration 17Q: 3 clusters Score -949708.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -949817.875000 Penalty: 4372.423340
	Iteration 18Q: 3 clusters Score -949817.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -949922.750000 Penalty: 4372.423340
	Iteration 19Q: 3 clusters Score -949922.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -950009.625000 Penalty: 4372.423340
	Iteration 20F: 3 clusters Score -950009.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -950088.500000 Penalty: 4372.423340
	Iteration 21Q: 3 clusters Score -950088.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -950165.875000 Penalty: 4372.423340
	Iteration 22Q: 3 clusters Score -950165.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -950236.062500 Penalty: 4372.423340
	Iteration 23Q: 3 clusters Score -950236.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -950287.687500 Penalty: 4372.423340
	Iteration 24Q: 3 clusters Score -950287.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -950328.437500 Penalty: 4372.423340
	Iteration 25Q: 3 clusters Score -950328.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -950361.875000 Penalty: 4372.423340
	Iteration 26Q: 3 clusters Score -950361.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -950374.937500 Penalty: 4372.423340
	Iteration 27Q: 3 clusters Score -950374.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -950393.437500 Penalty: 4372.423340
	Iteration 28Q: 3 clusters Score -950393.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -950405.187500 Penalty: 4372.423340
	Iteration 29Q: 3 clusters Score -950405.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -950427.125000 Penalty: 4372.423340
	Iteration 30Q: 3 clusters Score -950427.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -950452.437500 Penalty: 4372.423340
	Iteration 31Q: 3 clusters Score -950452.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -950472.750000 Penalty: 4372.423340
	Iteration 32Q: 3 clusters Score -950472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -950484.687500 Penalty: 4372.423340
	Iteration 33Q: 3 clusters Score -950484.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -950499.312500 Penalty: 4372.423340
	Iteration 34Q: 3 clusters Score -950499.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -950520.875000 Penalty: 4372.423340
	Iteration 35Q: 3 clusters Score -950520.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -950532.000000 Penalty: 4372.423340
	Iteration 36Q: 3 clusters Score -950532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -950539.062500 Penalty: 4372.423340
	Iteration 37Q: 3 clusters Score -950539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -950541.875000 Penalty: 4372.423340
	Iteration 38Q: 3 clusters Score -950541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -950542.187500 Penalty: 4372.423340
	Iteration 39Q: 3 clusters Score -950542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -950542.562500 Penalty: 4372.423340
	Iteration 40F: 3 clusters Score -950542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -950544.375000 Penalty: 4372.423340
	Iteration 41Q: 3 clusters Score -950544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -950545.437500 Penalty: 4372.423340
	Iteration 42Q: 3 clusters Score -950545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -950547.687500 Penalty: 4372.423340
	Iteration 43Q: 3 clusters Score -950547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -950550.500000 Penalty: 4372.423340
	Iteration 44Q: 3 clusters Score -950550.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -950550.500000 Penalty: 4372.423340
	Iteration 45F: 3 clusters Score -950550.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Entering Unmasked Estep 
Score: -5099999.000000 Penalty: 2600.059326
	Iteration 0F: 2 clusters Score -5099999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -5075775.500000 Penalty: 5200.118652
	Iteration 0F: 3 clusters Score -5075776 nChanged 16266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -5084920.500000 Penalty: 5200.118652
	Iteration 1F: 3 clusters Score -5084920 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5085635.000000 Penalty: 5200.118652
	Iteration 2F: 3 clusters Score -5085635 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -5086621.000000 Penalty: 5200.118652
	Iteration 3F: 3 clusters Score -5086621 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -5087967.500000 Penalty: 5200.118652
	Iteration 4F: 3 clusters Score -5087968 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -5089816.000000 Penalty: 5200.118652
	Iteration 5F: 3 clusters Score -5089816 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -5091985.000000 Penalty: 5200.118652
	Iteration 6F: 3 clusters Score -5091985 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -5094100.500000 Penalty: 5200.118652
	Iteration 7F: 3 clusters Score -5094100 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -5095511.000000 Penalty: 5200.118652
	Iteration 8Q: 3 clusters Score -5095511 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -5096173.000000 Penalty: 5200.118652
	Iteration 9Q: 3 clusters Score -5096173 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -5096500.500000 Penalty: 5200.118652
	Iteration 10Q: 3 clusters Score -5096500 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -5096673.000000 Penalty: 5200.118652
	Iteration 11Q: 3 clusters Score -5096673 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -5096807.000000 Penalty: 5200.118652
	Iteration 12Q: 3 clusters Score -5096807 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -5096937.000000 Penalty: 5200.118652
	Iteration 13Q: 3 clusters Score -5096937 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -5097049.500000 Penalty: 5200.118652
	Iteration 14Q: 3 clusters Score -5097050 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5097147.000000 Penalty: 5200.118652
	Iteration 15Q: 3 clusters Score -5097147 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -5097218.500000 Penalty: 5200.118652
	Iteration 16Q: 3 clusters Score -5097218 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -5097279.500000 Penalty: 5200.118652
	Iteration 17Q: 3 clusters Score -5097280 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5097326.000000 Penalty: 5200.118652
	Iteration 18Q: 3 clusters Score -5097326 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -5097369.000000 Penalty: 5200.118652
	Iteration 19Q: 3 clusters Score -5097369 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5097396.000000 Penalty: 5200.118652
	Iteration 20F: 3 clusters Score -5097396 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5097431.000000 Penalty: 5200.118652
	Iteration 21Q: 3 clusters Score -5097431 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5097470.000000 Penalty: 5200.118652
	Iteration 22Q: 3 clusters Score -5097470 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5097532.500000 Penalty: 5200.118652
	Iteration 23Q: 3 clusters Score -5097532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5097554.500000 Penalty: 5200.118652
	Iteration 24Q: 3 clusters Score -5097554 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5097597.000000 Penalty: 5200.118652
	Iteration 25Q: 3 clusters Score -5097597 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5097635.000000 Penalty: 5200.118652
	Iteration 26Q: 3 clusters Score -5097635 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5097665.000000 Penalty: 5200.118652
	Iteration 27Q: 3 clusters Score -5097665 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5097690.500000 Penalty: 5200.118652
	Iteration 28Q: 3 clusters Score -5097690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5097699.500000 Penalty: 5200.118652
	Iteration 29Q: 3 clusters Score -5097700 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5097713.000000 Penalty: 5200.118652
	Iteration 30Q: 3 clusters Score -5097713 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5097728.500000 Penalty: 5200.118652
	Iteration 31Q: 3 clusters Score -5097728 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5097736.500000 Penalty: 5200.118652
	Iteration 32Q: 3 clusters Score -5097736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5097754.000000 Penalty: 5200.118652
	Iteration 33Q: 3 clusters Score -5097754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5097784.500000 Penalty: 5200.118652
	Iteration 34Q: 3 clusters Score -5097784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5097790.500000 Penalty: 5200.118652
	Iteration 35Q: 3 clusters Score -5097790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5097791.000000 Penalty: 5200.118652
	Iteration 36Q: 3 clusters Score -5097791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5097810.000000 Penalty: 5200.118652
	Iteration 37Q: 3 clusters Score -5097810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5097817.500000 Penalty: 5200.118652
	Iteration 38Q: 3 clusters Score -5097818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5097836.500000 Penalty: 5200.118652
	Iteration 39Q: 3 clusters Score -5097836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5097851.500000 Penalty: 5200.118652
	Iteration 40F: 3 clusters Score -5097852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5097869.500000 Penalty: 5200.118652
	Iteration 41Q: 3 clusters Score -5097870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5097862.000000 Penalty: 5200.118652
	Iteration 42Q: 3 clusters Score -5097862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5097865.000000 Penalty: 5200.118652
	Iteration 43Q: 3 clusters Score -5097865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5097875.000000 Penalty: 5200.118652
	Iteration 44Q: 3 clusters Score -5097875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5097877.500000 Penalty: 5200.118652
	Iteration 45Q: 3 clusters Score -5097878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5097896.000000 Penalty: 5200.118652
	Iteration 46Q: 3 clusters Score -5097896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5097904.000000 Penalty: 5200.118652
	Iteration 47Q: 3 clusters Score -5097904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5097908.500000 Penalty: 5200.118652
	Iteration 48Q: 3 clusters Score -5097908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5097917.500000 Penalty: 5200.118652
	Iteration 49Q: 3 clusters Score -5097918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5097915.000000 Penalty: 5200.118652
	Iteration 50Q: 3 clusters Score -5097915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5097919.500000 Penalty: 5200.118652
	Iteration 51Q: 3 clusters Score -5097920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5097928.000000 Penalty: 5200.118652
	Iteration 52Q: 3 clusters Score -5097928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5097925.000000 Penalty: 5200.118652
	Iteration 53Q: 3 clusters Score -5097925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5097922.000000 Penalty: 5200.118652
	Iteration 54Q: 3 clusters Score -5097922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5097923.500000 Penalty: 5200.118652
	Iteration 55Q: 3 clusters Score -5097924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5097923.500000 Penalty: 5200.118652
	Iteration 56Q: 3 clusters Score -5097924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5097925.500000 Penalty: 5200.118652
	Iteration 57Q: 3 clusters Score -5097926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5097925.000000 Penalty: 5200.118652
	Iteration 58Q: 3 clusters Score -5097925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5097926.500000 Penalty: 5200.118652
	Iteration 59Q: 3 clusters Score -5097926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5097926.500000 Penalty: 5200.118652
	Iteration 60F: 3 clusters Score -5097926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5097927.000000 Penalty: 5200.118652
	Iteration 61Q: 3 clusters Score -5097927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5097927.500000 Penalty: 5200.118652
	Iteration 62Q: 3 clusters Score -5097928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5097925.500000 Penalty: 5200.118652
	Iteration 63Q: 3 clusters Score -5097926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5097926.000000 Penalty: 5200.118652
	Iteration 64Q: 3 clusters Score -5097926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5097923.000000 Penalty: 5200.118652
	Iteration 65Q: 3 clusters Score -5097923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5097923.000000 Penalty: 5200.118652
	Iteration 66Q: 3 clusters Score -5097923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5097928.000000 Penalty: 5200.118652
	Iteration 67Q: 3 clusters Score -5097928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5097930.500000 Penalty: 5200.118652
	Iteration 68Q: 3 clusters Score -5097930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5097928.000000 Penalty: 5200.118652
	Iteration 69Q: 3 clusters Score -5097928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5097929.000000 Penalty: 5200.118652
	Iteration 70Q: 3 clusters Score -5097929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5097929.000000 Penalty: 5200.118652
	Iteration 71F: 3 clusters Score -5097929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (109819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109819 members 
Entering Unmasked Estep 
Score: -15494247.000000 Penalty: 2878.433838
	Iteration 0F: 2 clusters Score -1.549425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -15421231.000000 Penalty: 5756.867676
	Iteration 0F: 3 clusters Score -1.542123e+07 nChanged 51949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -15450980.000000 Penalty: 5756.867676
	Iteration 1F: 3 clusters Score -1.545098e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -15451993.000000 Penalty: 5756.867676
	Iteration 2Q: 3 clusters Score -1.545199e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -15453562.000000 Penalty: 5756.867676
	Iteration 3Q: 3 clusters Score -1.545356e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -15455658.000000 Penalty: 5756.867676
	Iteration 4Q: 3 clusters Score -1.545566e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -15458902.000000 Penalty: 5756.867676
	Iteration 5F: 3 clusters Score -1.54589e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -15463904.000000 Penalty: 5756.867676
	Iteration 6F: 3 clusters Score -1.54639e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -15470064.000000 Penalty: 5756.867676
	Iteration 7F: 3 clusters Score -1.547006e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -15475514.000000 Penalty: 5756.867676
	Iteration 8F: 3 clusters Score -1.547551e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -15479171.000000 Penalty: 5756.867676
	Iteration 9F: 3 clusters Score -1.547917e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -15480788.000000 Penalty: 5756.867676
	Iteration 10Q: 3 clusters Score -1.548079e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -15481727.000000 Penalty: 5756.867676
	Iteration 11Q: 3 clusters Score -1.548173e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -15482458.000000 Penalty: 5756.867676
	Iteration 12Q: 3 clusters Score -1.548246e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -15483095.000000 Penalty: 5756.867676
	Iteration 13Q: 3 clusters Score -1.54831e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 86883 members 
Entering Unmasked Estep 
Score: -15483753.000000 Penalty: 5756.867676
	Iteration 14Q: 3 clusters Score -1.548375e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -15484536.000000 Penalty: 5756.867676
	Iteration 15Q: 3 clusters Score -1.548454e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -15485243.000000 Penalty: 5756.867676
	Iteration 16Q: 3 clusters Score -1.548524e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -15486060.000000 Penalty: 5756.867676
	Iteration 17Q: 3 clusters Score -1.548606e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 94706 members 
Entering Unmasked Estep 
Score: -15486915.000000 Penalty: 5756.867676
	Iteration 18Q: 3 clusters Score -1.548692e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -15487741.000000 Penalty: 5756.867676
	Iteration 19Q: 3 clusters Score -1.548774e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 98209 members 
Entering Unmasked Estep 
Score: -15488475.000000 Penalty: 5756.867676
	Iteration 20F: 3 clusters Score -1.548848e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 99735 members 
Entering Unmasked Estep 
Score: -15489171.000000 Penalty: 5756.867676
	Iteration 21Q: 3 clusters Score -1.548917e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 101092 members 
Entering Unmasked Estep 
Score: -15489790.000000 Penalty: 5756.867676
	Iteration 22Q: 3 clusters Score -1.548979e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -15490301.000000 Penalty: 5756.867676
	Iteration 23Q: 3 clusters Score -1.54903e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 103273 members 
Entering Unmasked Estep 
Score: -15490701.000000 Penalty: 5756.867676
	Iteration 24Q: 3 clusters Score -1.54907e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 104065 members 
Entering Unmasked Estep 
Score: -15490997.000000 Penalty: 5756.867676
	Iteration 25Q: 3 clusters Score -1.5491e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 104676 members 
Entering Unmasked Estep 
Score: -15491243.000000 Penalty: 5756.867676
	Iteration 26Q: 3 clusters Score -1.549124e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 105165 members 
Entering Unmasked Estep 
Score: -15491401.000000 Penalty: 5756.867676
	Iteration 27Q: 3 clusters Score -1.54914e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -15491550.000000 Penalty: 5756.867676
	Iteration 28Q: 3 clusters Score -1.549155e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 105926 members 
Entering Unmasked Estep 
Score: -15491673.000000 Penalty: 5756.867676
	Iteration 29Q: 3 clusters Score -1.549167e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
Score: -15491759.000000 Penalty: 5756.867676
	Iteration 30Q: 3 clusters Score -1.549176e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 106486 members 
Entering Unmasked Estep 
Score: -15491803.000000 Penalty: 5756.867676
	Iteration 31Q: 3 clusters Score -1.54918e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 106717 members 
Entering Unmasked Estep 
Score: -15491899.000000 Penalty: 5756.867676
	Iteration 32Q: 3 clusters Score -1.54919e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 106907 members 
Entering Unmasked Estep 
Score: -15491974.000000 Penalty: 5756.867676
	Iteration 33Q: 3 clusters Score -1.549197e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 107053 members 
Entering Unmasked Estep 
Score: -15491994.000000 Penalty: 5756.867676
	Iteration 34Q: 3 clusters Score -1.549199e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 107173 members 
Entering Unmasked Estep 
Score: -15491998.000000 Penalty: 5756.867676
	Iteration 35Q: 3 clusters Score -1.5492e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 107275 members 
Entering Unmasked Estep 
Score: -15492054.000000 Penalty: 5756.867676
	Iteration 36Q: 3 clusters Score -1.549205e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 107355 members 
Entering Unmasked Estep 
Score: -15492098.000000 Penalty: 5756.867676
	Iteration 37Q: 3 clusters Score -1.54921e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -15492126.000000 Penalty: 5756.867676
	Iteration 38Q: 3 clusters Score -1.549213e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -15492118.000000 Penalty: 5756.867676
	Iteration 39Q: 3 clusters Score -1.549212e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -15492108.000000 Penalty: 5756.867676
	Iteration 40F: 3 clusters Score -1.549211e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 107590 members 
Entering Unmasked Estep 
Score: -15492113.000000 Penalty: 5756.867676
	Iteration 41Q: 3 clusters Score -1.549211e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 107638 members 
Entering Unmasked Estep 
Score: -15492125.000000 Penalty: 5756.867676
	Iteration 42Q: 3 clusters Score -1.549212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 107670 members 
Entering Unmasked Estep 
Score: -15492123.000000 Penalty: 5756.867676
	Iteration 43Q: 3 clusters Score -1.549212e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 107703 members 
Entering Unmasked Estep 
Score: -15492129.000000 Penalty: 5756.867676
	Iteration 44Q: 3 clusters Score -1.549213e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 107729 members 
Entering Unmasked Estep 
Score: -15492132.000000 Penalty: 5756.867676
	Iteration 45Q: 3 clusters Score -1.549213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -15492142.000000 Penalty: 5756.867676
	Iteration 46Q: 3 clusters Score -1.549214e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 107777 members 
Entering Unmasked Estep 
Score: -15492175.000000 Penalty: 5756.867676
	Iteration 47Q: 3 clusters Score -1.549218e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -15492167.000000 Penalty: 5756.867676
	Iteration 48Q: 3 clusters Score -1.549217e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 107850 members 
Entering Unmasked Estep 
Score: -15492165.000000 Penalty: 5756.867676
	Iteration 49Q: 3 clusters Score -1.549216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 107874 members 
Entering Unmasked Estep 
Score: -15492173.000000 Penalty: 5756.867676
	Iteration 50Q: 3 clusters Score -1.549217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 107899 members 
Entering Unmasked Estep 
Score: -15492187.000000 Penalty: 5756.867676
	Iteration 51Q: 3 clusters Score -1.549219e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 107918 members 
Entering Unmasked Estep 
Score: -15492180.000000 Penalty: 5756.867676
	Iteration 52Q: 3 clusters Score -1.549218e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 107934 members 
Entering Unmasked Estep 
Score: -15492190.000000 Penalty: 5756.867676
	Iteration 53Q: 3 clusters Score -1.549219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 107948 members 
Entering Unmasked Estep 
Score: -15492193.000000 Penalty: 5756.867676
	Iteration 54Q: 3 clusters Score -1.549219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 107959 members 
Entering Unmasked Estep 
Score: -15492192.000000 Penalty: 5756.867676
	Iteration 55Q: 3 clusters Score -1.549219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 107970 members 
Entering Unmasked Estep 
Score: -15492207.000000 Penalty: 5756.867676
	Iteration 56Q: 3 clusters Score -1.549221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 107981 members 
Entering Unmasked Estep 
Score: -15492203.000000 Penalty: 5756.867676
	Iteration 57Q: 3 clusters Score -1.54922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 107992 members 
Entering Unmasked Estep 
Score: -15492204.000000 Penalty: 5756.867676
	Iteration 58Q: 3 clusters Score -1.54922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 107995 members 
Entering Unmasked Estep 
Score: -15492191.000000 Penalty: 5756.867676
	Iteration 59Q: 3 clusters Score -1.549219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -15492198.000000 Penalty: 5756.867676
	Iteration 60F: 3 clusters Score -1.54922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 107997 members 
Entering Unmasked Estep 
Score: -15492192.000000 Penalty: 5756.867676
	Iteration 61Q: 3 clusters Score -1.549219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -15492188.000000 Penalty: 5756.867676
	Iteration 62Q: 3 clusters Score -1.549219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 108004 members 
Entering Unmasked Estep 
Score: -15492192.000000 Penalty: 5756.867676
	Iteration 63Q: 3 clusters Score -1.549219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 108006 members 
Entering Unmasked Estep 
Score: -15492188.000000 Penalty: 5756.867676
	Iteration 64Q: 3 clusters Score -1.549219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 108011 members 
Entering Unmasked Estep 
Score: -15492195.000000 Penalty: 5756.867676
	Iteration 65Q: 3 clusters Score -1.54922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 108013 members 
Entering Unmasked Estep 
Score: -15492182.000000 Penalty: 5756.867676
	Iteration 66Q: 3 clusters Score -1.549218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 108014 members 
Entering Unmasked Estep 
Score: -15492192.000000 Penalty: 5756.867676
	Iteration 67Q: 3 clusters Score -1.549219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 108014 members 
Entering Unmasked Estep 
Score: -15492192.000000 Penalty: 5756.867676
	Iteration 68F: 3 clusters Score -1.549219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -62664.828125 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -62664.83 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 241 members 
Entering Unmasked Estep 
Score: -61202.460938 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -61202.46 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61476.195312 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -61476.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61574.792969 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -61574.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61630.648438 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -61630.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61693.468750 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -61693.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61745.707031 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -61745.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61780.679688 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -61780.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61808.121094 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -61808.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61835.250000 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -61835.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61884.261719 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -61884.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61954.828125 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -61954.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62040.644531 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -62040.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62150.250000 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -62150.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62240.644531 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -62240.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62360.824219 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -62360.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62498.855469 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -62498.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62572.843750 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -62572.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62572.843750 Penalty: 3089.341309
	Iteration 17F: 3 clusters Score -62572.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Entering Unmasked Estep 
Score: -5537743.500000 Penalty: 2619.880615
	Iteration 0F: 2 clusters Score -5537744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -5511428.000000 Penalty: 5239.761230
	Iteration 0F: 3 clusters Score -5511428 nChanged 17735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -5521085.500000 Penalty: 5239.761230
	Iteration 1F: 3 clusters Score -5521086 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -5521538.500000 Penalty: 5239.761230
	Iteration 2Q: 3 clusters Score -5521538 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -5521985.500000 Penalty: 5239.761230
	Iteration 3Q: 3 clusters Score -5521986 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5522420.500000 Penalty: 5239.761230
	Iteration 4Q: 3 clusters Score -5522420 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -5522908.500000 Penalty: 5239.761230
	Iteration 5Q: 3 clusters Score -5522908 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -5523451.500000 Penalty: 5239.761230
	Iteration 6Q: 3 clusters Score -5523452 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -5524213.000000 Penalty: 5239.761230
	Iteration 7Q: 3 clusters Score -5524213 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -5525324.000000 Penalty: 5239.761230
	Iteration 8F: 3 clusters Score -5525324 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -5526863.500000 Penalty: 5239.761230
	Iteration 9F: 3 clusters Score -5526864 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5528781.000000 Penalty: 5239.761230
	Iteration 10F: 3 clusters Score -5528781 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -5530500.000000 Penalty: 5239.761230
	Iteration 11F: 3 clusters Score -5530500 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -5531437.500000 Penalty: 5239.761230
	Iteration 12Q: 3 clusters Score -5531438 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -5531757.500000 Penalty: 5239.761230
	Iteration 13Q: 3 clusters Score -5531758 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -5531934.000000 Penalty: 5239.761230
	Iteration 14Q: 3 clusters Score -5531934 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -5532069.000000 Penalty: 5239.761230
	Iteration 15Q: 3 clusters Score -5532069 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -5532187.500000 Penalty: 5239.761230
	Iteration 16Q: 3 clusters Score -5532188 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -5532278.500000 Penalty: 5239.761230
	Iteration 17Q: 3 clusters Score -5532278 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -5532372.500000 Penalty: 5239.761230
	Iteration 18Q: 3 clusters Score -5532372 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -5532423.500000 Penalty: 5239.761230
	Iteration 19Q: 3 clusters Score -5532424 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -5532533.500000 Penalty: 5239.761230
	Iteration 20F: 3 clusters Score -5532534 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -5532617.000000 Penalty: 5239.761230
	Iteration 21Q: 3 clusters Score -5532617 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -5532728.000000 Penalty: 5239.761230
	Iteration 22Q: 3 clusters Score -5532728 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -5532789.000000 Penalty: 5239.761230
	Iteration 23Q: 3 clusters Score -5532789 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -5532870.000000 Penalty: 5239.761230
	Iteration 24Q: 3 clusters Score -5532870 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -5532920.000000 Penalty: 5239.761230
	Iteration 25Q: 3 clusters Score -5532920 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -5533012.500000 Penalty: 5239.761230
	Iteration 26Q: 3 clusters Score -5533012 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -5533091.000000 Penalty: 5239.761230
	Iteration 27Q: 3 clusters Score -5533091 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -5533183.000000 Penalty: 5239.761230
	Iteration 28Q: 3 clusters Score -5533183 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -5533289.000000 Penalty: 5239.761230
	Iteration 29Q: 3 clusters Score -5533289 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -5533380.500000 Penalty: 5239.761230
	Iteration 30Q: 3 clusters Score -5533380 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -5533447.000000 Penalty: 5239.761230
	Iteration 31Q: 3 clusters Score -5533447 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -5533559.000000 Penalty: 5239.761230
	Iteration 32Q: 3 clusters Score -5533559 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -5533642.500000 Penalty: 5239.761230
	Iteration 33Q: 3 clusters Score -5533642 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -5533715.500000 Penalty: 5239.761230
	Iteration 34Q: 3 clusters Score -5533716 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -5533784.500000 Penalty: 5239.761230
	Iteration 35Q: 3 clusters Score -5533784 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -5533838.000000 Penalty: 5239.761230
	Iteration 36Q: 3 clusters Score -5533838 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -5533903.000000 Penalty: 5239.761230
	Iteration 37Q: 3 clusters Score -5533903 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -5533961.500000 Penalty: 5239.761230
	Iteration 38Q: 3 clusters Score -5533962 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -5533997.500000 Penalty: 5239.761230
	Iteration 39Q: 3 clusters Score -5533998 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -5534052.000000 Penalty: 5239.761230
	Iteration 40F: 3 clusters Score -5534052 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -5534096.000000 Penalty: 5239.761230
	Iteration 41Q: 3 clusters Score -5534096 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -5534172.500000 Penalty: 5239.761230
	Iteration 42Q: 3 clusters Score -5534172 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -5534231.000000 Penalty: 5239.761230
	Iteration 43Q: 3 clusters Score -5534231 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -5534318.000000 Penalty: 5239.761230
	Iteration 44Q: 3 clusters Score -5534318 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -5534380.500000 Penalty: 5239.761230
	Iteration 45Q: 3 clusters Score -5534380 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -5534456.000000 Penalty: 5239.761230
	Iteration 46Q: 3 clusters Score -5534456 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -5534501.000000 Penalty: 5239.761230
	Iteration 47Q: 3 clusters Score -5534501 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -5534576.000000 Penalty: 5239.761230
	Iteration 48Q: 3 clusters Score -5534576 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -5534648.000000 Penalty: 5239.761230
	Iteration 49Q: 3 clusters Score -5534648 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -5534722.500000 Penalty: 5239.761230
	Iteration 50Q: 3 clusters Score -5534722 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -5534784.000000 Penalty: 5239.761230
	Iteration 51Q: 3 clusters Score -5534784 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -5534837.000000 Penalty: 5239.761230
	Iteration 52Q: 3 clusters Score -5534837 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -5534865.000000 Penalty: 5239.761230
	Iteration 53Q: 3 clusters Score -5534865 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -5534945.500000 Penalty: 5239.761230
	Iteration 54Q: 3 clusters Score -5534946 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -5534986.000000 Penalty: 5239.761230
	Iteration 55Q: 3 clusters Score -5534986 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -5535027.000000 Penalty: 5239.761230
	Iteration 56Q: 3 clusters Score -5535027 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -5535050.000000 Penalty: 5239.761230
	Iteration 57Q: 3 clusters Score -5535050 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -5535100.000000 Penalty: 5239.761230
	Iteration 58Q: 3 clusters Score -5535100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -5535140.000000 Penalty: 5239.761230
	Iteration 59Q: 3 clusters Score -5535140 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -5535181.000000 Penalty: 5239.761230
	Iteration 60F: 3 clusters Score -5535181 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5535235.000000 Penalty: 5239.761230
	Iteration 61Q: 3 clusters Score -5535235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -5535272.000000 Penalty: 5239.761230
	Iteration 62Q: 3 clusters Score -5535272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -5535282.000000 Penalty: 5239.761230
	Iteration 63Q: 3 clusters Score -5535282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -5535287.500000 Penalty: 5239.761230
	Iteration 64Q: 3 clusters Score -5535288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -5535316.500000 Penalty: 5239.761230
	Iteration 65Q: 3 clusters Score -5535316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -5535328.500000 Penalty: 5239.761230
	Iteration 66Q: 3 clusters Score -5535328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -5535343.500000 Penalty: 5239.761230
	Iteration 67Q: 3 clusters Score -5535344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -5535346.500000 Penalty: 5239.761230
	Iteration 68Q: 3 clusters Score -5535346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -5535351.000000 Penalty: 5239.761230
	Iteration 69Q: 3 clusters Score -5535351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -5535363.500000 Penalty: 5239.761230
	Iteration 70Q: 3 clusters Score -5535364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -5535367.000000 Penalty: 5239.761230
	Iteration 71Q: 3 clusters Score -5535367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -5535379.500000 Penalty: 5239.761230
	Iteration 72Q: 3 clusters Score -5535380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -5535387.500000 Penalty: 5239.761230
	Iteration 73Q: 3 clusters Score -5535388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -5535384.500000 Penalty: 5239.761230
	Iteration 74Q: 3 clusters Score -5535384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -5535390.000000 Penalty: 5239.761230
	Iteration 75Q: 3 clusters Score -5535390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -5535405.000000 Penalty: 5239.761230
	Iteration 76Q: 3 clusters Score -5535405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -5535412.500000 Penalty: 5239.761230
	Iteration 77Q: 3 clusters Score -5535412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -5535414.500000 Penalty: 5239.761230
	Iteration 78Q: 3 clusters Score -5535414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -5535438.000000 Penalty: 5239.761230
	Iteration 79Q: 3 clusters Score -5535438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -5535440.000000 Penalty: 5239.761230
	Iteration 80F: 3 clusters Score -5535440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -5535452.000000 Penalty: 5239.761230
	Iteration 81Q: 3 clusters Score -5535452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -5535463.000000 Penalty: 5239.761230
	Iteration 82Q: 3 clusters Score -5535463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -5535459.500000 Penalty: 5239.761230
	Iteration 83Q: 3 clusters Score -5535460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -5535459.500000 Penalty: 5239.761230
	Iteration 84Q: 3 clusters Score -5535460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -5535460.000000 Penalty: 5239.761230
	Iteration 85Q: 3 clusters Score -5535460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -5535460.500000 Penalty: 5239.761230
	Iteration 86Q: 3 clusters Score -5535460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -5535462.000000 Penalty: 5239.761230
	Iteration 87Q: 3 clusters Score -5535462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -5535466.500000 Penalty: 5239.761230
	Iteration 88Q: 3 clusters Score -5535466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -5535463.500000 Penalty: 5239.761230
	Iteration 89Q: 3 clusters Score -5535464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -5535463.500000 Penalty: 5239.761230
	Iteration 90F: 3 clusters Score -5535464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Entering Unmasked Estep 
Score: -246674.437500 Penalty: 1862.993652
	Iteration 0F: 2 clusters Score -246674.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -244198.968750 Penalty: 3725.987305
	Iteration 0F: 3 clusters Score -244199 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -244584.359375 Penalty: 3725.987305
	Iteration 1F: 3 clusters Score -244584.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -244694.671875 Penalty: 3725.987305
	Iteration 2F: 3 clusters Score -244694.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -244758.531250 Penalty: 3725.987305
	Iteration 3Q: 3 clusters Score -244758.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -244791.578125 Penalty: 3725.987305
	Iteration 4Q: 3 clusters Score -244791.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -244813.765625 Penalty: 3725.987305
	Iteration 5Q: 3 clusters Score -244813.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -244828.859375 Penalty: 3725.987305
	Iteration 6Q: 3 clusters Score -244828.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -244840.781250 Penalty: 3725.987305
	Iteration 7Q: 3 clusters Score -244840.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -244851.953125 Penalty: 3725.987305
	Iteration 8Q: 3 clusters Score -244852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -244858.000000 Penalty: 3725.987305
	Iteration 9Q: 3 clusters Score -244858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -244862.187500 Penalty: 3725.987305
	Iteration 10Q: 3 clusters Score -244862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -244866.953125 Penalty: 3725.987305
	Iteration 11Q: 3 clusters Score -244867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -244871.046875 Penalty: 3725.987305
	Iteration 12Q: 3 clusters Score -244871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -244875.078125 Penalty: 3725.987305
	Iteration 13Q: 3 clusters Score -244875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -244875.703125 Penalty: 3725.987305
	Iteration 14Q: 3 clusters Score -244875.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -244875.875000 Penalty: 3725.987305
	Iteration 15Q: 3 clusters Score -244875.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -244875.875000 Penalty: 3725.987305
	Iteration 16F: 3 clusters Score -244875.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -78986.703125 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -78986.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77311.562500 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -77311.56 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77861.492188 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -77861.49 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78261.554688 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -78261.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78503.984375 Penalty: 3236.414795
	Iteration 3F: 3 clusters Score -78503.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78673.015625 Penalty: 3236.414795
	Iteration 4F: 3 clusters Score -78673.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -78774.609375 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -78774.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78877.976562 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -78877.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78927.039062 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -78927.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78945.890625 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -78945.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78949.070312 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -78949.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78963.000000 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -78963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78980.179688 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -78980.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79034.492188 Penalty: 3236.414795
	Iteration 12Q: 3 clusters Score -79034.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79145.296875 Penalty: 3236.414795
	Iteration 13Q: 3 clusters Score -79145.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79191.914062 Penalty: 3236.414795
	Iteration 14Q: 3 clusters Score -79191.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79201.023438 Penalty: 3236.414795
	Iteration 15Q: 3 clusters Score -79201.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79204.093750 Penalty: 3236.414795
	Iteration 16Q: 3 clusters Score -79204.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79204.093750 Penalty: 3236.414795
	Iteration 17F: 3 clusters Score -79204.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 159837 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4167 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44498 members 
Mstep: Class 8 contains 104938 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180146 members 
Mstep: Class 11 contains 145454 members 
Mstep: Class 12 contains 13062 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 149310 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 35743 members 
Mstep: Class 19 contains 109819 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38717 members 
Mstep: Class 22 contains 1830 members 
Mstep: Class 23 contains 382 members 
Mstep: Class 24 contains 38707 members 
Mstep: Class 25 contains 300 members 
Entering Unmasked Estep 
Score: -147107712.000000 Penalty: 86006.992188
Splitting cluster 23 changes total score from -147109376.000000 to -147107712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (38707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Entering Unmasked Estep 
Score: -5319782.000000 Penalty: 2619.816406
	Iteration 0F: 2 clusters Score -5319782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -5293589.500000 Penalty: 5239.632812
	Iteration 0F: 3 clusters Score -5293590 nChanged 17723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -5303260.000000 Penalty: 5239.632812
	Iteration 1F: 3 clusters Score -5303260 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -5303655.000000 Penalty: 5239.632812
	Iteration 2Q: 3 clusters Score -5303655 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -5303986.500000 Penalty: 5239.632812
	Iteration 3Q: 3 clusters Score -5303986 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -5304302.500000 Penalty: 5239.632812
	Iteration 4Q: 3 clusters Score -5304302 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -5304568.000000 Penalty: 5239.632812
	Iteration 5Q: 3 clusters Score -5304568 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -5304825.000000 Penalty: 5239.632812
	Iteration 6Q: 3 clusters Score -5304825 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -5305091.500000 Penalty: 5239.632812
	Iteration 7Q: 3 clusters Score -5305092 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -5305504.000000 Penalty: 5239.632812
	Iteration 8Q: 3 clusters Score -5305504 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -5306075.000000 Penalty: 5239.632812
	Iteration 9Q: 3 clusters Score -5306075 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -5307022.000000 Penalty: 5239.632812
	Iteration 10Q: 3 clusters Score -5307022 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -5308468.500000 Penalty: 5239.632812
	Iteration 11F: 3 clusters Score -5308468 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -5310533.000000 Penalty: 5239.632812
	Iteration 12F: 3 clusters Score -5310533 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -5312932.000000 Penalty: 5239.632812
	Iteration 13F: 3 clusters Score -5312932 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -5314965.500000 Penalty: 5239.632812
	Iteration 14F: 3 clusters Score -5314966 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -5316233.000000 Penalty: 5239.632812
	Iteration 15Q: 3 clusters Score -5316233 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -5316847.500000 Penalty: 5239.632812
	Iteration 16Q: 3 clusters Score -5316848 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -5317147.000000 Penalty: 5239.632812
	Iteration 17Q: 3 clusters Score -5317147 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -5317320.000000 Penalty: 5239.632812
	Iteration 18Q: 3 clusters Score -5317320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -5317387.500000 Penalty: 5239.632812
	Iteration 19Q: 3 clusters Score -5317388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -5317435.000000 Penalty: 5239.632812
	Iteration 20F: 3 clusters Score -5317435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -5317459.500000 Penalty: 5239.632812
	Iteration 21Q: 3 clusters Score -5317460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -5317482.000000 Penalty: 5239.632812
	Iteration 22Q: 3 clusters Score -5317482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -5317497.500000 Penalty: 5239.632812
	Iteration 23Q: 3 clusters Score -5317498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -5317514.000000 Penalty: 5239.632812
	Iteration 24Q: 3 clusters Score -5317514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -5317519.500000 Penalty: 5239.632812
	Iteration 25Q: 3 clusters Score -5317520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5317519.500000 Penalty: 5239.632812
	Iteration 26Q: 3 clusters Score -5317520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -5317522.500000 Penalty: 5239.632812
	Iteration 27Q: 3 clusters Score -5317522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -5317525.500000 Penalty: 5239.632812
	Iteration 28Q: 3 clusters Score -5317526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -5317525.500000 Penalty: 5239.632812
	Iteration 29F: 3 clusters Score -5317526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 159837 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4167 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44498 members 
Mstep: Class 8 contains 104938 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180146 members 
Mstep: Class 11 contains 145454 members 
Mstep: Class 12 contains 13062 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 149310 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 35743 members 
Mstep: Class 19 contains 109819 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38717 members 
Mstep: Class 22 contains 1830 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147109312.000000 Penalty: 82566.710938
Iteration 199Q: 25 clusters Score -1.471093e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 159851 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44476 members 
Mstep: Class 8 contains 104889 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180136 members 
Mstep: Class 11 contains 145428 members 
Mstep: Class 12 contains 13056 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 149171 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 35737 members 
Mstep: Class 19 contains 110035 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38707 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147109664.000000 Penalty: 82566.710938
Iteration 200F: 25 clusters Score -1.471097e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 159861 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44458 members 
Mstep: Class 8 contains 104833 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180127 members 
Mstep: Class 11 contains 145383 members 
Mstep: Class 12 contains 13050 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 149057 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 35729 members 
Mstep: Class 19 contains 110274 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38703 members 
Mstep: Class 22 contains 1840 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110416.000000 Penalty: 82566.710938
Iteration 201Q: 25 clusters Score -1.471104e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 159856 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44434 members 
Mstep: Class 8 contains 104786 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180100 members 
Mstep: Class 11 contains 145349 members 
Mstep: Class 12 contains 13044 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 148963 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 35717 members 
Mstep: Class 19 contains 110528 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38689 members 
Mstep: Class 22 contains 1845 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110400.000000 Penalty: 82566.710938
Iteration 202Q: 25 clusters Score -1.471104e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 159860 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44410 members 
Mstep: Class 8 contains 104737 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180084 members 
Mstep: Class 11 contains 145305 members 
Mstep: Class 12 contains 13036 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 148855 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 35706 members 
Mstep: Class 19 contains 110792 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38674 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110512.000000 Penalty: 82566.710938
Iteration 203Q: 25 clusters Score -1.471105e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 159857 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44378 members 
Mstep: Class 8 contains 104681 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180071 members 
Mstep: Class 11 contains 145269 members 
Mstep: Class 12 contains 13035 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 148730 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 35700 members 
Mstep: Class 19 contains 111045 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38661 members 
Mstep: Class 22 contains 1851 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110544.000000 Penalty: 82566.710938
Iteration 204Q: 25 clusters Score -1.471105e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 159835 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44343 members 
Mstep: Class 8 contains 104638 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180061 members 
Mstep: Class 11 contains 145252 members 
Mstep: Class 12 contains 13032 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 148589 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 35693 members 
Mstep: Class 19 contains 111290 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38660 members 
Mstep: Class 22 contains 1858 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110416.000000 Penalty: 82566.710938
Iteration 205Q: 25 clusters Score -1.471104e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 159803 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4139 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44313 members 
Mstep: Class 8 contains 104583 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180075 members 
Mstep: Class 11 contains 145234 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 148449 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 35687 members 
Mstep: Class 19 contains 111539 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38658 members 
Mstep: Class 22 contains 1863 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110816.000000 Penalty: 82566.710938
Iteration 206Q: 25 clusters Score -1.471108e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 159751 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44292 members 
Mstep: Class 8 contains 104548 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180075 members 
Mstep: Class 11 contains 145215 members 
Mstep: Class 12 contains 13034 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 148303 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 35680 members 
Mstep: Class 19 contains 111798 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38660 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110720.000000 Penalty: 82566.710938
Iteration 207Q: 25 clusters Score -1.471107e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 159697 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4133 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44266 members 
Mstep: Class 8 contains 104493 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180075 members 
Mstep: Class 11 contains 145214 members 
Mstep: Class 12 contains 13037 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 148167 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 35675 members 
Mstep: Class 19 contains 112060 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38665 members 
Mstep: Class 22 contains 1875 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110736.000000 Penalty: 82566.710938
Iteration 208Q: 25 clusters Score -1.471107e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 159643 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4130 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44239 members 
Mstep: Class 8 contains 104437 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180066 members 
Mstep: Class 11 contains 145204 members 
Mstep: Class 12 contains 13033 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 148023 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 35672 members 
Mstep: Class 19 contains 112357 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38667 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110608.000000 Penalty: 82566.710938
Iteration 209Q: 25 clusters Score -1.471106e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 159575 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44214 members 
Mstep: Class 8 contains 104374 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180066 members 
Mstep: Class 11 contains 145170 members 
Mstep: Class 12 contains 13034 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 147897 members 
Mstep: Class 17 contains 6732 members 
Mstep: Class 18 contains 35659 members 
Mstep: Class 19 contains 112657 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38677 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110432.000000 Penalty: 82566.710938
Iteration 210Q: 25 clusters Score -1.471104e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 159505 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44185 members 
Mstep: Class 8 contains 104309 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180070 members 
Mstep: Class 11 contains 145156 members 
Mstep: Class 12 contains 13032 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 147762 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 35654 members 
Mstep: Class 19 contains 112963 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38677 members 
Mstep: Class 22 contains 1885 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110656.000000 Penalty: 82566.710938
Iteration 211Q: 25 clusters Score -1.471107e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 159454 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4118 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44161 members 
Mstep: Class 8 contains 104250 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180078 members 
Mstep: Class 11 contains 145128 members 
Mstep: Class 12 contains 13032 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 147611 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 35642 members 
Mstep: Class 19 contains 113263 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38684 members 
Mstep: Class 22 contains 1886 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147110784.000000 Penalty: 82566.710938
Iteration 212Q: 25 clusters Score -1.471108e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 159397 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44129 members 
Mstep: Class 8 contains 104188 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180096 members 
Mstep: Class 11 contains 145093 members 
Mstep: Class 12 contains 13036 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 147446 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 18 contains 35638 members 
Mstep: Class 19 contains 113572 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38683 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 38993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147111024.000000 Penalty: 82566.710938
Iteration 213Q: 25 clusters Score -1.47111e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 159333 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44098 members 
Mstep: Class 8 contains 104125 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180082 members 
Mstep: Class 11 contains 145056 members 
Mstep: Class 12 contains 13037 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 147321 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 35632 members 
Mstep: Class 19 contains 113898 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38677 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147111344.000000 Penalty: 82566.710938
Iteration 214Q: 25 clusters Score -1.471113e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 159252 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44070 members 
Mstep: Class 8 contains 104043 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180081 members 
Mstep: Class 11 contains 145002 members 
Mstep: Class 12 contains 13034 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 147242 members 
Mstep: Class 17 contains 6716 members 
Mstep: Class 18 contains 35635 members 
Mstep: Class 19 contains 114212 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38671 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147111360.000000 Penalty: 82566.710938
Iteration 215Q: 25 clusters Score -1.471114e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 159204 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 44040 members 
Mstep: Class 8 contains 103951 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180057 members 
Mstep: Class 11 contains 144958 members 
Mstep: Class 12 contains 13029 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 147156 members 
Mstep: Class 17 contains 6715 members 
Mstep: Class 18 contains 35631 members 
Mstep: Class 19 contains 114538 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38665 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147111408.000000 Penalty: 82566.710938
Iteration 216Q: 25 clusters Score -1.471114e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 159176 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 43992 members 
Mstep: Class 8 contains 103888 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180041 members 
Mstep: Class 11 contains 144891 members 
Mstep: Class 12 contains 13025 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 147074 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 35624 members 
Mstep: Class 19 contains 114859 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38660 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147111520.000000 Penalty: 82566.710938
Iteration 217Q: 25 clusters Score -1.471115e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 159111 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 43953 members 
Mstep: Class 8 contains 103830 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180028 members 
Mstep: Class 11 contains 144835 members 
Mstep: Class 12 contains 13023 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 146971 members 
Mstep: Class 17 contains 6712 members 
Mstep: Class 18 contains 35612 members 
Mstep: Class 19 contains 115201 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38658 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147111712.000000 Penalty: 82566.710938
Iteration 218Q: 25 clusters Score -1.471117e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 159026 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4079 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43925 members 
Mstep: Class 8 contains 103770 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180027 members 
Mstep: Class 11 contains 144775 members 
Mstep: Class 12 contains 13024 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 146899 members 
Mstep: Class 17 contains 6710 members 
Mstep: Class 18 contains 35596 members 
Mstep: Class 19 contains 115533 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38658 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147111520.000000 Penalty: 82566.710938
Iteration 219Q: 25 clusters Score -1.471115e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 1050 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 158936 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4069 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43891 members 
Mstep: Class 8 contains 103721 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180019 members 
Mstep: Class 11 contains 144719 members 
Mstep: Class 12 contains 13026 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 146831 members 
Mstep: Class 17 contains 6704 members 
Mstep: Class 18 contains 35583 members 
Mstep: Class 19 contains 115869 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38655 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147112208.000000 Penalty: 82566.710938
Iteration 220F: 25 clusters Score -1.471122e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 1041 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 158836 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4059 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43845 members 
Mstep: Class 8 contains 103666 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180035 members 
Mstep: Class 11 contains 144665 members 
Mstep: Class 12 contains 13032 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 248 members 
Mstep: Class 16 contains 146763 members 
Mstep: Class 17 contains 6702 members 
Mstep: Class 18 contains 35574 members 
Mstep: Class 19 contains 116196 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38643 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147112688.000000 Penalty: 82566.710938
Iteration 221Q: 25 clusters Score -1.471127e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 158745 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4056 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43803 members 
Mstep: Class 8 contains 103596 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180044 members 
Mstep: Class 11 contains 144622 members 
Mstep: Class 12 contains 13037 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 146701 members 
Mstep: Class 17 contains 6704 members 
Mstep: Class 18 contains 35560 members 
Mstep: Class 19 contains 116514 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38634 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147112944.000000 Penalty: 82566.710938
Iteration 222Q: 25 clusters Score -1.471129e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 158651 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43778 members 
Mstep: Class 8 contains 103547 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180047 members 
Mstep: Class 11 contains 144588 members 
Mstep: Class 12 contains 13045 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 146617 members 
Mstep: Class 17 contains 6704 members 
Mstep: Class 18 contains 35533 members 
Mstep: Class 19 contains 116824 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38624 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147113120.000000 Penalty: 82566.710938
Iteration 223Q: 25 clusters Score -1.471131e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 158568 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43742 members 
Mstep: Class 8 contains 103485 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180049 members 
Mstep: Class 11 contains 144554 members 
Mstep: Class 12 contains 13049 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 146513 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 35504 members 
Mstep: Class 19 contains 117185 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38618 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147113152.000000 Penalty: 82566.710938
Iteration 224Q: 25 clusters Score -1.471132e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 158470 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43716 members 
Mstep: Class 8 contains 103401 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180042 members 
Mstep: Class 11 contains 144524 members 
Mstep: Class 12 contains 13055 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 146430 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 35490 members 
Mstep: Class 19 contains 117534 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38613 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147113344.000000 Penalty: 82566.710938
Iteration 225Q: 25 clusters Score -1.471133e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 158381 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43687 members 
Mstep: Class 8 contains 103313 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180028 members 
Mstep: Class 11 contains 144477 members 
Mstep: Class 12 contains 13057 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 146340 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 35473 members 
Mstep: Class 19 contains 117913 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38618 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147113568.000000 Penalty: 82566.710938
Iteration 226Q: 25 clusters Score -1.471136e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 158254 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4037 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43663 members 
Mstep: Class 8 contains 103209 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180027 members 
Mstep: Class 11 contains 144403 members 
Mstep: Class 12 contains 13063 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 146265 members 
Mstep: Class 17 contains 6703 members 
Mstep: Class 18 contains 35459 members 
Mstep: Class 19 contains 118336 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38626 members 
Mstep: Class 22 contains 1888 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147113392.000000 Penalty: 82566.710938
Iteration 227Q: 25 clusters Score -1.471134e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 158134 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4032 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43626 members 
Mstep: Class 8 contains 103107 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180044 members 
Mstep: Class 11 contains 144332 members 
Mstep: Class 12 contains 13069 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 146175 members 
Mstep: Class 17 contains 6702 members 
Mstep: Class 18 contains 35457 members 
Mstep: Class 19 contains 118746 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38630 members 
Mstep: Class 22 contains 1890 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147113808.000000 Penalty: 82566.710938
Iteration 228Q: 25 clusters Score -1.471138e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 158051 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4032 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43577 members 
Mstep: Class 8 contains 102993 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180058 members 
Mstep: Class 11 contains 144275 members 
Mstep: Class 12 contains 13062 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 146081 members 
Mstep: Class 17 contains 6702 members 
Mstep: Class 18 contains 35458 members 
Mstep: Class 19 contains 119136 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38635 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147113808.000000 Penalty: 82566.710938
Iteration 229Q: 25 clusters Score -1.471138e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 157947 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43530 members 
Mstep: Class 8 contains 102892 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180081 members 
Mstep: Class 11 contains 144222 members 
Mstep: Class 12 contains 13070 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 146014 members 
Mstep: Class 17 contains 6701 members 
Mstep: Class 18 contains 35462 members 
Mstep: Class 19 contains 119483 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38634 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147114096.000000 Penalty: 82566.710938
Iteration 230Q: 25 clusters Score -1.471141e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 157836 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43478 members 
Mstep: Class 8 contains 102791 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180090 members 
Mstep: Class 11 contains 144170 members 
Mstep: Class 12 contains 13075 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 145938 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 18 contains 35452 members 
Mstep: Class 19 contains 119868 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38639 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147114176.000000 Penalty: 82566.710938
Iteration 231Q: 25 clusters Score -1.471142e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 157697 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43433 members 
Mstep: Class 8 contains 102687 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180085 members 
Mstep: Class 11 contains 144150 members 
Mstep: Class 12 contains 13077 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 145867 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 18 contains 35436 members 
Mstep: Class 19 contains 120266 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38644 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147114336.000000 Penalty: 82566.710938
Iteration 232Q: 25 clusters Score -1.471143e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 157579 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43388 members 
Mstep: Class 8 contains 102580 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180082 members 
Mstep: Class 11 contains 144128 members 
Mstep: Class 12 contains 13086 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 145802 members 
Mstep: Class 17 contains 6698 members 
Mstep: Class 18 contains 35427 members 
Mstep: Class 19 contains 120644 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38637 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147114240.000000 Penalty: 82566.710938
Iteration 233Q: 25 clusters Score -1.471142e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 157465 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43339 members 
Mstep: Class 8 contains 102483 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180065 members 
Mstep: Class 11 contains 144103 members 
Mstep: Class 12 contains 13089 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 145680 members 
Mstep: Class 17 contains 6703 members 
Mstep: Class 18 contains 35414 members 
Mstep: Class 19 contains 121064 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38638 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147114432.000000 Penalty: 82566.710938
Iteration 234Q: 25 clusters Score -1.471144e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 157332 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43297 members 
Mstep: Class 8 contains 102405 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180054 members 
Mstep: Class 11 contains 144061 members 
Mstep: Class 12 contains 13102 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 145561 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 35402 members 
Mstep: Class 19 contains 121506 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38621 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147114624.000000 Penalty: 82566.710938
Iteration 235Q: 25 clusters Score -1.471146e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 157228 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43248 members 
Mstep: Class 8 contains 102314 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180059 members 
Mstep: Class 11 contains 144029 members 
Mstep: Class 12 contains 13117 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 145401 members 
Mstep: Class 17 contains 6711 members 
Mstep: Class 18 contains 35397 members 
Mstep: Class 19 contains 121922 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38618 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147114640.000000 Penalty: 82566.710938
Iteration 236Q: 25 clusters Score -1.471146e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 157183 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43202 members 
Mstep: Class 8 contains 102230 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180038 members 
Mstep: Class 11 contains 143973 members 
Mstep: Class 12 contains 13121 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 145225 members 
Mstep: Class 17 contains 6715 members 
Mstep: Class 18 contains 35380 members 
Mstep: Class 19 contains 122363 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38604 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147114608.000000 Penalty: 82566.710938
Iteration 237Q: 25 clusters Score -1.471146e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 157125 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 43153 members 
Mstep: Class 8 contains 102170 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180005 members 
Mstep: Class 11 contains 143919 members 
Mstep: Class 12 contains 13130 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 145029 members 
Mstep: Class 17 contains 6716 members 
Mstep: Class 18 contains 35366 members 
Mstep: Class 19 contains 122802 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38610 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147114928.000000 Penalty: 82566.710938
Iteration 238Q: 25 clusters Score -1.471149e+08 nChanged 1014
Entering ConstructFrom: 
Score: -147114928.000000 Penalty: 82566.710938
Entering ConstructFrom: 
Trying to split cluster 1 (17226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Entering Unmasked Estep 
Score: -2444766.000000 Penalty: 2419.035400
	Iteration 0F: 2 clusters Score -2444766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2432618.750000 Penalty: 4838.070801
	Iteration 0F: 3 clusters Score -2432619 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2436631.000000 Penalty: 4838.070801
	Iteration 1F: 3 clusters Score -2436631 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2437022.000000 Penalty: 4838.070801
	Iteration 2F: 3 clusters Score -2437022 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2437362.500000 Penalty: 4838.070801
	Iteration 3Q: 3 clusters Score -2437362 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2437673.750000 Penalty: 4838.070801
	Iteration 4Q: 3 clusters Score -2437674 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2438058.500000 Penalty: 4838.070801
	Iteration 5Q: 3 clusters Score -2438058 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2438545.000000 Penalty: 4838.070801
	Iteration 6Q: 3 clusters Score -2438545 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2439198.250000 Penalty: 4838.070801
	Iteration 7F: 3 clusters Score -2439198 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2440040.750000 Penalty: 4838.070801
	Iteration 8F: 3 clusters Score -2440041 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2440910.500000 Penalty: 4838.070801
	Iteration 9F: 3 clusters Score -2440910 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2441680.500000 Penalty: 4838.070801
	Iteration 10Q: 3 clusters Score -2441680 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2442207.500000 Penalty: 4838.070801
	Iteration 11Q: 3 clusters Score -2442208 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2442490.250000 Penalty: 4838.070801
	Iteration 12Q: 3 clusters Score -2442490 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2442629.250000 Penalty: 4838.070801
	Iteration 13Q: 3 clusters Score -2442629 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2442712.750000 Penalty: 4838.070801
	Iteration 14Q: 3 clusters Score -2442713 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2442771.500000 Penalty: 4838.070801
	Iteration 15Q: 3 clusters Score -2442772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2442819.750000 Penalty: 4838.070801
	Iteration 16Q: 3 clusters Score -2442820 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2442846.250000 Penalty: 4838.070801
	Iteration 17Q: 3 clusters Score -2442846 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2442879.750000 Penalty: 4838.070801
	Iteration 18Q: 3 clusters Score -2442880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2442904.000000 Penalty: 4838.070801
	Iteration 19Q: 3 clusters Score -2442904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2442927.500000 Penalty: 4838.070801
	Iteration 20F: 3 clusters Score -2442928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2442941.250000 Penalty: 4838.070801
	Iteration 21Q: 3 clusters Score -2442941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2442960.500000 Penalty: 4838.070801
	Iteration 22Q: 3 clusters Score -2442960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2442960.500000 Penalty: 4838.070801
	Iteration 23Q: 3 clusters Score -2442960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2442970.750000 Penalty: 4838.070801
	Iteration 24Q: 3 clusters Score -2442971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2442979.000000 Penalty: 4838.070801
	Iteration 25Q: 3 clusters Score -2442979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2442985.000000 Penalty: 4838.070801
	Iteration 26Q: 3 clusters Score -2442985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2442995.000000 Penalty: 4838.070801
	Iteration 27Q: 3 clusters Score -2442995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2442989.250000 Penalty: 4838.070801
	Iteration 28Q: 3 clusters Score -2442989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2442997.000000 Penalty: 4838.070801
	Iteration 29Q: 3 clusters Score -2442997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2443004.250000 Penalty: 4838.070801
	Iteration 30Q: 3 clusters Score -2443004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2443005.000000 Penalty: 4838.070801
	Iteration 31Q: 3 clusters Score -2443005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2443011.000000 Penalty: 4838.070801
	Iteration 32Q: 3 clusters Score -2443011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2443016.000000 Penalty: 4838.070801
	Iteration 33Q: 3 clusters Score -2443016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2443016.250000 Penalty: 4838.070801
	Iteration 34Q: 3 clusters Score -2443016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2443016.000000 Penalty: 4838.070801
	Iteration 35Q: 3 clusters Score -2443016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2443025.750000 Penalty: 4838.070801
	Iteration 36Q: 3 clusters Score -2443026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2443022.500000 Penalty: 4838.070801
	Iteration 37Q: 3 clusters Score -2443022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2443023.000000 Penalty: 4838.070801
	Iteration 38Q: 3 clusters Score -2443023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2443020.750000 Penalty: 4838.070801
	Iteration 39Q: 3 clusters Score -2443021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2443024.500000 Penalty: 4838.070801
	Iteration 40F: 3 clusters Score -2443024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2443025.000000 Penalty: 4838.070801
	Iteration 41Q: 3 clusters Score -2443025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2443025.500000 Penalty: 4838.070801
	Iteration 42Q: 3 clusters Score -2443026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2443021.750000 Penalty: 4838.070801
	Iteration 43Q: 3 clusters Score -2443022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2443022.000000 Penalty: 4838.070801
	Iteration 44Q: 3 clusters Score -2443022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2443022.750000 Penalty: 4838.070801
	Iteration 45Q: 3 clusters Score -2443023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2443025.250000 Penalty: 4838.070801
	Iteration 46Q: 3 clusters Score -2443025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2443029.750000 Penalty: 4838.070801
	Iteration 47Q: 3 clusters Score -2443030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2443028.000000 Penalty: 4838.070801
	Iteration 48Q: 3 clusters Score -2443028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2443030.500000 Penalty: 4838.070801
	Iteration 49Q: 3 clusters Score -2443030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2443031.000000 Penalty: 4838.070801
	Iteration 50Q: 3 clusters Score -2443031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2443028.000000 Penalty: 4838.070801
	Iteration 51Q: 3 clusters Score -2443028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2443026.250000 Penalty: 4838.070801
	Iteration 52Q: 3 clusters Score -2443026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2443027.500000 Penalty: 4838.070801
	Iteration 53Q: 3 clusters Score -2443028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2443028.250000 Penalty: 4838.070801
	Iteration 54Q: 3 clusters Score -2443028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2443029.750000 Penalty: 4838.070801
	Iteration 55Q: 3 clusters Score -2443030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2443027.750000 Penalty: 4838.070801
	Iteration 56Q: 3 clusters Score -2443028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2443027.750000 Penalty: 4838.070801
	Iteration 57F: 3 clusters Score -2443028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (157066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Entering Unmasked Estep 
Score: -22164834.000000 Penalty: 2967.176514
	Iteration 0F: 2 clusters Score -2.216483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -22062894.000000 Penalty: 5934.353027
	Iteration 0F: 3 clusters Score -2.206289e+07 nChanged 75297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 75032 members 
Entering Unmasked Estep 
Score: -22106718.000000 Penalty: 5934.353027
	Iteration 1F: 3 clusters Score -2.210672e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -22107774.000000 Penalty: 5934.353027
	Iteration 2Q: 3 clusters Score -2.210777e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -22109600.000000 Penalty: 5934.353027
	Iteration 3Q: 3 clusters Score -2.21096e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -22112236.000000 Penalty: 5934.353027
	Iteration 4Q: 3 clusters Score -2.211224e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98188 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -22116528.000000 Penalty: 5934.353027
	Iteration 5Q: 3 clusters Score -2.211653e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106422 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -22122614.000000 Penalty: 5934.353027
	Iteration 6F: 3 clusters Score -2.212261e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116115 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -22130428.000000 Penalty: 5934.353027
	Iteration 7F: 3 clusters Score -2.213043e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126179 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -22139184.000000 Penalty: 5934.353027
	Iteration 8F: 3 clusters Score -2.213918e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135164 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -22147170.000000 Penalty: 5934.353027
	Iteration 9F: 3 clusters Score -2.214717e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142161 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -22152972.000000 Penalty: 5934.353027
	Iteration 10Q: 3 clusters Score -2.215297e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147076 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -22156582.000000 Penalty: 5934.353027
	Iteration 11Q: 3 clusters Score -2.215658e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150283 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -22158976.000000 Penalty: 5934.353027
	Iteration 12Q: 3 clusters Score -2.215898e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152409 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -22160360.000000 Penalty: 5934.353027
	Iteration 13Q: 3 clusters Score -2.216036e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153733 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -22161128.000000 Penalty: 5934.353027
	Iteration 14Q: 3 clusters Score -2.216113e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154566 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -22161660.000000 Penalty: 5934.353027
	Iteration 15Q: 3 clusters Score -2.216166e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155112 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -22161954.000000 Penalty: 5934.353027
	Iteration 16Q: 3 clusters Score -2.216195e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155451 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -22162110.000000 Penalty: 5934.353027
	Iteration 17Q: 3 clusters Score -2.216211e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155695 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -22162254.000000 Penalty: 5934.353027
	Iteration 18Q: 3 clusters Score -2.216225e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155847 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -22162326.000000 Penalty: 5934.353027
	Iteration 19Q: 3 clusters Score -2.216233e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155955 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -22162412.000000 Penalty: 5934.353027
	Iteration 20F: 3 clusters Score -2.216241e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -22162420.000000 Penalty: 5934.353027
	Iteration 21Q: 3 clusters Score -2.216242e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156087 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -22162434.000000 Penalty: 5934.353027
	Iteration 22Q: 3 clusters Score -2.216243e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156132 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -22162472.000000 Penalty: 5934.353027
	Iteration 23Q: 3 clusters Score -2.216247e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -22162468.000000 Penalty: 5934.353027
	Iteration 24Q: 3 clusters Score -2.216247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156183 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -22162492.000000 Penalty: 5934.353027
	Iteration 25Q: 3 clusters Score -2.216249e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156214 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22162484.000000 Penalty: 5934.353027
	Iteration 26Q: 3 clusters Score -2.216248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156237 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -22162490.000000 Penalty: 5934.353027
	Iteration 27Q: 3 clusters Score -2.216249e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156253 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -22162510.000000 Penalty: 5934.353027
	Iteration 28Q: 3 clusters Score -2.216251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156262 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -22162512.000000 Penalty: 5934.353027
	Iteration 29Q: 3 clusters Score -2.216251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -22162510.000000 Penalty: 5934.353027
	Iteration 30Q: 3 clusters Score -2.216251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156276 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22162514.000000 Penalty: 5934.353027
	Iteration 31Q: 3 clusters Score -2.216251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156281 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22162508.000000 Penalty: 5934.353027
	Iteration 32Q: 3 clusters Score -2.216251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156281 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22162514.000000 Penalty: 5934.353027
	Iteration 33Q: 3 clusters Score -2.216251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156288 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -22162522.000000 Penalty: 5934.353027
	Iteration 34Q: 3 clusters Score -2.216252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156289 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -22162532.000000 Penalty: 5934.353027
	Iteration 35Q: 3 clusters Score -2.216253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156292 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -22162540.000000 Penalty: 5934.353027
	Iteration 36Q: 3 clusters Score -2.216254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156300 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -22162538.000000 Penalty: 5934.353027
	Iteration 37Q: 3 clusters Score -2.216254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156301 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -22162544.000000 Penalty: 5934.353027
	Iteration 38Q: 3 clusters Score -2.216254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -22162532.000000 Penalty: 5934.353027
	Iteration 39Q: 3 clusters Score -2.216253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156312 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -22162544.000000 Penalty: 5934.353027
	Iteration 40F: 3 clusters Score -2.216254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156321 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -22162540.000000 Penalty: 5934.353027
	Iteration 41Q: 3 clusters Score -2.216254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156322 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -22162538.000000 Penalty: 5934.353027
	Iteration 42Q: 3 clusters Score -2.216254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156326 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -22162532.000000 Penalty: 5934.353027
	Iteration 43Q: 3 clusters Score -2.216253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156333 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -22162542.000000 Penalty: 5934.353027
	Iteration 44Q: 3 clusters Score -2.216254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156342 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22162550.000000 Penalty: 5934.353027
	Iteration 45Q: 3 clusters Score -2.216255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156346 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -22162546.000000 Penalty: 5934.353027
	Iteration 46Q: 3 clusters Score -2.216255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156352 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -22162558.000000 Penalty: 5934.353027
	Iteration 47Q: 3 clusters Score -2.216256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156357 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -22162570.000000 Penalty: 5934.353027
	Iteration 48Q: 3 clusters Score -2.216257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156358 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -22162564.000000 Penalty: 5934.353027
	Iteration 49Q: 3 clusters Score -2.216256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156355 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -22162572.000000 Penalty: 5934.353027
	Iteration 50Q: 3 clusters Score -2.216257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156361 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -22162578.000000 Penalty: 5934.353027
	Iteration 51Q: 3 clusters Score -2.216258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156359 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -22162578.000000 Penalty: 5934.353027
	Iteration 52Q: 3 clusters Score -2.216258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156362 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -22162594.000000 Penalty: 5934.353027
	Iteration 53Q: 3 clusters Score -2.216259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156364 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -22162598.000000 Penalty: 5934.353027
	Iteration 54Q: 3 clusters Score -2.21626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156364 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -22162584.000000 Penalty: 5934.353027
	Iteration 55Q: 3 clusters Score -2.216258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156364 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -22162584.000000 Penalty: 5934.353027
	Iteration 56Q: 3 clusters Score -2.216258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156366 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -22162582.000000 Penalty: 5934.353027
	Iteration 57Q: 3 clusters Score -2.216258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22162586.000000 Penalty: 5934.353027
	Iteration 58Q: 3 clusters Score -2.216259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22162586.000000 Penalty: 5934.353027
	Iteration 59F: 3 clusters Score -2.216259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -155838.359375 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -155838.4 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 587 members 
Entering Unmasked Estep 
Score: -153830.031250 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -153830 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -154135.859375 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -154135.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -154258.937500 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -154258.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -154337.078125 Penalty: 3483.784424
	Iteration 3Q: 3 clusters Score -154337.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -154395.859375 Penalty: 3483.784424
	Iteration 4Q: 3 clusters Score -154395.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -154456.671875 Penalty: 3483.784424
	Iteration 5Q: 3 clusters Score -154456.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -154511.187500 Penalty: 3483.784424
	Iteration 6Q: 3 clusters Score -154511.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -154557.625000 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -154557.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -154602.562500 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -154602.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -154661.375000 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -154661.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -154714.109375 Penalty: 3483.784424
	Iteration 10Q: 3 clusters Score -154714.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -154741.250000 Penalty: 3483.784424
	Iteration 11Q: 3 clusters Score -154741.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -154759.890625 Penalty: 3483.784424
	Iteration 12Q: 3 clusters Score -154759.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -154783.375000 Penalty: 3483.784424
	Iteration 13Q: 3 clusters Score -154783.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -154798.125000 Penalty: 3483.784424
	Iteration 14Q: 3 clusters Score -154798.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -154819.031250 Penalty: 3483.784424
	Iteration 15Q: 3 clusters Score -154819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -154827.609375 Penalty: 3483.784424
	Iteration 16Q: 3 clusters Score -154827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -154834.703125 Penalty: 3483.784424
	Iteration 17Q: 3 clusters Score -154834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -154835.671875 Penalty: 3483.784424
	Iteration 18Q: 3 clusters Score -154835.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -154837.671875 Penalty: 3483.784424
	Iteration 19F: 3 clusters Score -154837.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -154851.781250 Penalty: 3483.784424
	Iteration 20F: 3 clusters Score -154851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -154867.375000 Penalty: 3483.784424
	Iteration 21Q: 3 clusters Score -154867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -154891.953125 Penalty: 3483.784424
	Iteration 22Q: 3 clusters Score -154892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -154907.156250 Penalty: 3483.784424
	Iteration 23Q: 3 clusters Score -154907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -154917.609375 Penalty: 3483.784424
	Iteration 24Q: 3 clusters Score -154917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -154923.515625 Penalty: 3483.784424
	Iteration 25Q: 3 clusters Score -154923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -154929.781250 Penalty: 3483.784424
	Iteration 26Q: 3 clusters Score -154929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -154933.093750 Penalty: 3483.784424
	Iteration 27Q: 3 clusters Score -154933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -154934.203125 Penalty: 3483.784424
	Iteration 28Q: 3 clusters Score -154934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -154936.703125 Penalty: 3483.784424
	Iteration 29Q: 3 clusters Score -154936.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -154939.546875 Penalty: 3483.784424
	Iteration 30Q: 3 clusters Score -154939.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -154939.546875 Penalty: 3483.784424
	Iteration 31F: 3 clusters Score -154939.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Entering Unmasked Estep 
Score: -548068.000000 Penalty: 2056.676025
	Iteration 0F: 2 clusters Score -548068 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 1961 members 
Entering Unmasked Estep 
Score: -544166.875000 Penalty: 4113.352051
	Iteration 0F: 3 clusters Score -544166.9 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -544973.937500 Penalty: 4113.352051
	Iteration 1F: 3 clusters Score -544973.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -545174.812500 Penalty: 4113.352051
	Iteration 2F: 3 clusters Score -545174.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -545288.187500 Penalty: 4113.352051
	Iteration 3Q: 3 clusters Score -545288.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -545360.375000 Penalty: 4113.352051
	Iteration 4Q: 3 clusters Score -545360.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -545418.937500 Penalty: 4113.352051
	Iteration 5Q: 3 clusters Score -545418.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -545459.375000 Penalty: 4113.352051
	Iteration 6Q: 3 clusters Score -545459.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -545486.187500 Penalty: 4113.352051
	Iteration 7Q: 3 clusters Score -545486.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -545504.187500 Penalty: 4113.352051
	Iteration 8Q: 3 clusters Score -545504.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -545523.875000 Penalty: 4113.352051
	Iteration 9Q: 3 clusters Score -545523.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -545536.750000 Penalty: 4113.352051
	Iteration 10Q: 3 clusters Score -545536.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -545549.625000 Penalty: 4113.352051
	Iteration 11Q: 3 clusters Score -545549.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -545557.625000 Penalty: 4113.352051
	Iteration 12Q: 3 clusters Score -545557.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -545566.312500 Penalty: 4113.352051
	Iteration 13Q: 3 clusters Score -545566.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -545576.000000 Penalty: 4113.352051
	Iteration 14Q: 3 clusters Score -545576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -545587.937500 Penalty: 4113.352051
	Iteration 15Q: 3 clusters Score -545587.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -545593.625000 Penalty: 4113.352051
	Iteration 16Q: 3 clusters Score -545593.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -545598.625000 Penalty: 4113.352051
	Iteration 17Q: 3 clusters Score -545598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -545604.125000 Penalty: 4113.352051
	Iteration 18Q: 3 clusters Score -545604.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -545609.750000 Penalty: 4113.352051
	Iteration 19Q: 3 clusters Score -545609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -545614.500000 Penalty: 4113.352051
	Iteration 20F: 3 clusters Score -545614.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -545619.062500 Penalty: 4113.352051
	Iteration 21Q: 3 clusters Score -545619.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -545624.312500 Penalty: 4113.352051
	Iteration 22Q: 3 clusters Score -545624.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -545630.437500 Penalty: 4113.352051
	Iteration 23Q: 3 clusters Score -545630.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -545631.937500 Penalty: 4113.352051
	Iteration 24Q: 3 clusters Score -545631.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -545638.937500 Penalty: 4113.352051
	Iteration 25Q: 3 clusters Score -545638.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -545644.875000 Penalty: 4113.352051
	Iteration 26Q: 3 clusters Score -545644.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -545650.000000 Penalty: 4113.352051
	Iteration 27Q: 3 clusters Score -545650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -545654.125000 Penalty: 4113.352051
	Iteration 28Q: 3 clusters Score -545654.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -545660.125000 Penalty: 4113.352051
	Iteration 29Q: 3 clusters Score -545660.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -545665.750000 Penalty: 4113.352051
	Iteration 30Q: 3 clusters Score -545665.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -545669.875000 Penalty: 4113.352051
	Iteration 31Q: 3 clusters Score -545669.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -545675.750000 Penalty: 4113.352051
	Iteration 32Q: 3 clusters Score -545675.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -545685.125000 Penalty: 4113.352051
	Iteration 33Q: 3 clusters Score -545685.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -545691.625000 Penalty: 4113.352051
	Iteration 34Q: 3 clusters Score -545691.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -545698.437500 Penalty: 4113.352051
	Iteration 35Q: 3 clusters Score -545698.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -545704.125000 Penalty: 4113.352051
	Iteration 36Q: 3 clusters Score -545704.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -545708.062500 Penalty: 4113.352051
	Iteration 37Q: 3 clusters Score -545708.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -545713.500000 Penalty: 4113.352051
	Iteration 38Q: 3 clusters Score -545713.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -545716.562500 Penalty: 4113.352051
	Iteration 39Q: 3 clusters Score -545716.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -545725.125000 Penalty: 4113.352051
	Iteration 40F: 3 clusters Score -545725.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -545729.312500 Penalty: 4113.352051
	Iteration 41Q: 3 clusters Score -545729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -545732.562500 Penalty: 4113.352051
	Iteration 42Q: 3 clusters Score -545732.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -545738.500000 Penalty: 4113.352051
	Iteration 43Q: 3 clusters Score -545738.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -545743.875000 Penalty: 4113.352051
	Iteration 44Q: 3 clusters Score -545743.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -545748.625000 Penalty: 4113.352051
	Iteration 45Q: 3 clusters Score -545748.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -545755.375000 Penalty: 4113.352051
	Iteration 46Q: 3 clusters Score -545755.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -545759.687500 Penalty: 4113.352051
	Iteration 47Q: 3 clusters Score -545759.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -545764.812500 Penalty: 4113.352051
	Iteration 48Q: 3 clusters Score -545764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -545766.250000 Penalty: 4113.352051
	Iteration 49Q: 3 clusters Score -545766.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -545772.500000 Penalty: 4113.352051
	Iteration 50Q: 3 clusters Score -545772.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -545778.687500 Penalty: 4113.352051
	Iteration 51Q: 3 clusters Score -545778.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -545785.000000 Penalty: 4113.352051
	Iteration 52Q: 3 clusters Score -545785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -545793.375000 Penalty: 4113.352051
	Iteration 53Q: 3 clusters Score -545793.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -545799.375000 Penalty: 4113.352051
	Iteration 54Q: 3 clusters Score -545799.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -545806.937500 Penalty: 4113.352051
	Iteration 55Q: 3 clusters Score -545806.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -545813.312500 Penalty: 4113.352051
	Iteration 56Q: 3 clusters Score -545813.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -545823.437500 Penalty: 4113.352051
	Iteration 57Q: 3 clusters Score -545823.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -545834.062500 Penalty: 4113.352051
	Iteration 58Q: 3 clusters Score -545834.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -545844.187500 Penalty: 4113.352051
	Iteration 59Q: 3 clusters Score -545844.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -545854.187500 Penalty: 4113.352051
	Iteration 60F: 3 clusters Score -545854.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -545862.250000 Penalty: 4113.352051
	Iteration 61Q: 3 clusters Score -545862.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -545880.312500 Penalty: 4113.352051
	Iteration 62Q: 3 clusters Score -545880.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -545893.062500 Penalty: 4113.352051
	Iteration 63Q: 3 clusters Score -545893.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -545905.437500 Penalty: 4113.352051
	Iteration 64Q: 3 clusters Score -545905.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -545925.250000 Penalty: 4113.352051
	Iteration 65Q: 3 clusters Score -545925.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -545950.062500 Penalty: 4113.352051
	Iteration 66Q: 3 clusters Score -545950.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -545971.750000 Penalty: 4113.352051
	Iteration 67Q: 3 clusters Score -545971.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -545989.062500 Penalty: 4113.352051
	Iteration 68Q: 3 clusters Score -545989.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -546001.375000 Penalty: 4113.352051
	Iteration 69Q: 3 clusters Score -546001.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -546014.750000 Penalty: 4113.352051
	Iteration 70Q: 3 clusters Score -546014.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -546024.000000 Penalty: 4113.352051
	Iteration 71Q: 3 clusters Score -546024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -546031.875000 Penalty: 4113.352051
	Iteration 72Q: 3 clusters Score -546031.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -546043.375000 Penalty: 4113.352051
	Iteration 73Q: 3 clusters Score -546043.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -546058.562500 Penalty: 4113.352051
	Iteration 74Q: 3 clusters Score -546058.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -546069.125000 Penalty: 4113.352051
	Iteration 75Q: 3 clusters Score -546069.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -546079.187500 Penalty: 4113.352051
	Iteration 76Q: 3 clusters Score -546079.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -546086.000000 Penalty: 4113.352051
	Iteration 77Q: 3 clusters Score -546086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -546097.875000 Penalty: 4113.352051
	Iteration 78Q: 3 clusters Score -546097.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -546115.562500 Penalty: 4113.352051
	Iteration 79Q: 3 clusters Score -546115.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -546127.875000 Penalty: 4113.352051
	Iteration 80F: 3 clusters Score -546127.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -546138.750000 Penalty: 4113.352051
	Iteration 81Q: 3 clusters Score -546138.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -546148.625000 Penalty: 4113.352051
	Iteration 82Q: 3 clusters Score -546148.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -546157.500000 Penalty: 4113.352051
	Iteration 83Q: 3 clusters Score -546157.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -546160.875000 Penalty: 4113.352051
	Iteration 84Q: 3 clusters Score -546160.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -546164.750000 Penalty: 4113.352051
	Iteration 85Q: 3 clusters Score -546164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -546169.500000 Penalty: 4113.352051
	Iteration 86Q: 3 clusters Score -546169.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -546177.250000 Penalty: 4113.352051
	Iteration 87Q: 3 clusters Score -546177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -546182.437500 Penalty: 4113.352051
	Iteration 88Q: 3 clusters Score -546182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -546188.625000 Penalty: 4113.352051
	Iteration 89Q: 3 clusters Score -546188.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -546193.000000 Penalty: 4113.352051
	Iteration 90Q: 3 clusters Score -546193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -546198.812500 Penalty: 4113.352051
	Iteration 91Q: 3 clusters Score -546198.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -546205.125000 Penalty: 4113.352051
	Iteration 92Q: 3 clusters Score -546205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -546209.500000 Penalty: 4113.352051
	Iteration 93Q: 3 clusters Score -546209.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -546213.312500 Penalty: 4113.352051
	Iteration 94Q: 3 clusters Score -546213.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -546215.312500 Penalty: 4113.352051
	Iteration 95Q: 3 clusters Score -546215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -546216.812500 Penalty: 4113.352051
	Iteration 96Q: 3 clusters Score -546216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -546218.625000 Penalty: 4113.352051
	Iteration 97Q: 3 clusters Score -546218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -546218.500000 Penalty: 4113.352051
	Iteration 98Q: 3 clusters Score -546218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -546220.562500 Penalty: 4113.352051
	Iteration 99Q: 3 clusters Score -546220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -546222.562500 Penalty: 4113.352051
	Iteration 100F: 3 clusters Score -546222.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -546226.312500 Penalty: 4113.352051
	Iteration 101Q: 3 clusters Score -546226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -546228.937500 Penalty: 4113.352051
	Iteration 102Q: 3 clusters Score -546228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -546231.000000 Penalty: 4113.352051
	Iteration 103Q: 3 clusters Score -546231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -546231.250000 Penalty: 4113.352051
	Iteration 104Q: 3 clusters Score -546231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -546233.875000 Penalty: 4113.352051
	Iteration 105Q: 3 clusters Score -546233.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -546234.625000 Penalty: 4113.352051
	Iteration 106Q: 3 clusters Score -546234.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -546237.312500 Penalty: 4113.352051
	Iteration 107Q: 3 clusters Score -546237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -546238.437500 Penalty: 4113.352051
	Iteration 108Q: 3 clusters Score -546238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -546239.687500 Penalty: 4113.352051
	Iteration 109Q: 3 clusters Score -546239.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -546239.687500 Penalty: 4113.352051
	Iteration 110F: 3 clusters Score -546239.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22629.263672 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -22629.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21511.285156 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -21511.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21581.312500 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -21581.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21631.863281 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -21631.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21656.722656 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -21656.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21656.722656 Penalty: 2635.350342
	Iteration 4F: 3 clusters Score -21656.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -161757.265625 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -161757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -159649.656250 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -159649.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -159966.250000 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -159966.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -160053.968750 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -160054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -160081.375000 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -160081.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -160099.828125 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -160099.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -160114.328125 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -160114.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -160123.312500 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -160123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -160128.515625 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -160128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -160131.843750 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -160131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -160137.453125 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -160137.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -160141.359375 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -160141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -160146.625000 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -160146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -160151.156250 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -160151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -160153.531250 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -160153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160156.093750 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -160156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -160159.328125 Penalty: 3505.390625
	Iteration 15Q: 3 clusters Score -160159.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -160159.328125 Penalty: 3505.390625
	Iteration 16F: 3 clusters Score -160159.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Entering Unmasked Estep 
Score: -6132553.500000 Penalty: 2646.563232
	Iteration 0F: 2 clusters Score -6132554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -6103271.000000 Penalty: 5293.126465
	Iteration 0F: 3 clusters Score -6103271 nChanged 19885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -6114360.500000 Penalty: 5293.126465
	Iteration 1F: 3 clusters Score -6114360 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -6115057.500000 Penalty: 5293.126465
	Iteration 2Q: 3 clusters Score -6115058 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -6115863.500000 Penalty: 5293.126465
	Iteration 3Q: 3 clusters Score -6115864 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -6117213.500000 Penalty: 5293.126465
	Iteration 4F: 3 clusters Score -6117214 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -6119412.000000 Penalty: 5293.126465
	Iteration 5F: 3 clusters Score -6119412 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -6122413.500000 Penalty: 5293.126465
	Iteration 6F: 3 clusters Score -6122414 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -6125771.500000 Penalty: 5293.126465
	Iteration 7F: 3 clusters Score -6125772 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -6128160.000000 Penalty: 5293.126465
	Iteration 8F: 3 clusters Score -6128160 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6129381.500000 Penalty: 5293.126465
	Iteration 9Q: 3 clusters Score -6129382 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6129896.000000 Penalty: 5293.126465
	Iteration 10Q: 3 clusters Score -6129896 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6130106.500000 Penalty: 5293.126465
	Iteration 11Q: 3 clusters Score -6130106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6130230.500000 Penalty: 5293.126465
	Iteration 12Q: 3 clusters Score -6130230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6130291.500000 Penalty: 5293.126465
	Iteration 13Q: 3 clusters Score -6130292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6130347.500000 Penalty: 5293.126465
	Iteration 14Q: 3 clusters Score -6130348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6130389.000000 Penalty: 5293.126465
	Iteration 15Q: 3 clusters Score -6130389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6130391.500000 Penalty: 5293.126465
	Iteration 16Q: 3 clusters Score -6130392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6130403.500000 Penalty: 5293.126465
	Iteration 17Q: 3 clusters Score -6130404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6130419.000000 Penalty: 5293.126465
	Iteration 18Q: 3 clusters Score -6130419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6130430.500000 Penalty: 5293.126465
	Iteration 19Q: 3 clusters Score -6130430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6130442.500000 Penalty: 5293.126465
	Iteration 20F: 3 clusters Score -6130442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6130440.000000 Penalty: 5293.126465
	Iteration 21Q: 3 clusters Score -6130440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6130443.500000 Penalty: 5293.126465
	Iteration 22Q: 3 clusters Score -6130444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6130445.500000 Penalty: 5293.126465
	Iteration 23Q: 3 clusters Score -6130446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6130450.000000 Penalty: 5293.126465
	Iteration 24Q: 3 clusters Score -6130450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6130452.500000 Penalty: 5293.126465
	Iteration 25Q: 3 clusters Score -6130452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6130452.500000 Penalty: 5293.126465
	Iteration 26F: 3 clusters Score -6130452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (102104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Entering Unmasked Estep 
Score: -14507595.000000 Penalty: 2860.369141
	Iteration 0F: 2 clusters Score -1.45076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -14439906.000000 Penalty: 5720.738281
	Iteration 0F: 3 clusters Score -1.443991e+07 nChanged 48111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -14467251.000000 Penalty: 5720.738281
	Iteration 1F: 3 clusters Score -1.446725e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -14468367.000000 Penalty: 5720.738281
	Iteration 2Q: 3 clusters Score -1.446837e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -14469838.000000 Penalty: 5720.738281
	Iteration 3Q: 3 clusters Score -1.446984e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -14472074.000000 Penalty: 5720.738281
	Iteration 4Q: 3 clusters Score -1.447207e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -14475486.000000 Penalty: 5720.738281
	Iteration 5F: 3 clusters Score -1.447549e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -14480135.000000 Penalty: 5720.738281
	Iteration 6F: 3 clusters Score -1.448014e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -14485822.000000 Penalty: 5720.738281
	Iteration 7F: 3 clusters Score -1.448582e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -14490850.000000 Penalty: 5720.738281
	Iteration 8F: 3 clusters Score -1.449085e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -14493746.000000 Penalty: 5720.738281
	Iteration 9Q: 3 clusters Score -1.449375e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -14495145.000000 Penalty: 5720.738281
	Iteration 10Q: 3 clusters Score -1.449514e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74003 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -14495935.000000 Penalty: 5720.738281
	Iteration 11Q: 3 clusters Score -1.449594e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -14496579.000000 Penalty: 5720.738281
	Iteration 12Q: 3 clusters Score -1.449658e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -14497144.000000 Penalty: 5720.738281
	Iteration 13Q: 3 clusters Score -1.449714e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -14497661.000000 Penalty: 5720.738281
	Iteration 14Q: 3 clusters Score -1.449766e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -14498285.000000 Penalty: 5720.738281
	Iteration 15Q: 3 clusters Score -1.449828e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -14498993.000000 Penalty: 5720.738281
	Iteration 16Q: 3 clusters Score -1.449899e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -14499673.000000 Penalty: 5720.738281
	Iteration 17Q: 3 clusters Score -1.449967e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -14500405.000000 Penalty: 5720.738281
	Iteration 18Q: 3 clusters Score -1.45004e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87098 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -14501068.000000 Penalty: 5720.738281
	Iteration 19Q: 3 clusters Score -1.450107e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -14501742.000000 Penalty: 5720.738281
	Iteration 20F: 3 clusters Score -1.450174e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -14502319.000000 Penalty: 5720.738281
	Iteration 21Q: 3 clusters Score -1.450232e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -14502890.000000 Penalty: 5720.738281
	Iteration 22Q: 3 clusters Score -1.450289e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -14503466.000000 Penalty: 5720.738281
	Iteration 23Q: 3 clusters Score -1.450347e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92835 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -14503876.000000 Penalty: 5720.738281
	Iteration 24Q: 3 clusters Score -1.450388e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93574 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -14504242.000000 Penalty: 5720.738281
	Iteration 25Q: 3 clusters Score -1.450424e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -14504467.000000 Penalty: 5720.738281
	Iteration 26Q: 3 clusters Score -1.450447e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -14504657.000000 Penalty: 5720.738281
	Iteration 27Q: 3 clusters Score -1.450466e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -14504855.000000 Penalty: 5720.738281
	Iteration 28Q: 3 clusters Score -1.450486e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -14504948.000000 Penalty: 5720.738281
	Iteration 29Q: 3 clusters Score -1.450495e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -14505044.000000 Penalty: 5720.738281
	Iteration 30Q: 3 clusters Score -1.450504e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -14505121.000000 Penalty: 5720.738281
	Iteration 31Q: 3 clusters Score -1.450512e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -14505198.000000 Penalty: 5720.738281
	Iteration 32Q: 3 clusters Score -1.45052e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96836 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -14505257.000000 Penalty: 5720.738281
	Iteration 33Q: 3 clusters Score -1.450526e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97063 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -14505305.000000 Penalty: 5720.738281
	Iteration 34Q: 3 clusters Score -1.45053e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -14505347.000000 Penalty: 5720.738281
	Iteration 35Q: 3 clusters Score -1.450535e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97421 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -14505399.000000 Penalty: 5720.738281
	Iteration 36Q: 3 clusters Score -1.45054e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97555 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -14505445.000000 Penalty: 5720.738281
	Iteration 37Q: 3 clusters Score -1.450544e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -14505482.000000 Penalty: 5720.738281
	Iteration 38Q: 3 clusters Score -1.450548e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97803 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -14505498.000000 Penalty: 5720.738281
	Iteration 39Q: 3 clusters Score -1.45055e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -14505499.000000 Penalty: 5720.738281
	Iteration 40F: 3 clusters Score -1.45055e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -14505509.000000 Penalty: 5720.738281
	Iteration 41Q: 3 clusters Score -1.450551e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -14505523.000000 Penalty: 5720.738281
	Iteration 42Q: 3 clusters Score -1.450552e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98109 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -14505528.000000 Penalty: 5720.738281
	Iteration 43Q: 3 clusters Score -1.450553e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98175 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -14505552.000000 Penalty: 5720.738281
	Iteration 44Q: 3 clusters Score -1.450555e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -14505569.000000 Penalty: 5720.738281
	Iteration 45Q: 3 clusters Score -1.450557e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -14505581.000000 Penalty: 5720.738281
	Iteration 46Q: 3 clusters Score -1.450558e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -14505575.000000 Penalty: 5720.738281
	Iteration 47Q: 3 clusters Score -1.450558e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98383 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -14505604.000000 Penalty: 5720.738281
	Iteration 48Q: 3 clusters Score -1.45056e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98414 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -14505589.000000 Penalty: 5720.738281
	Iteration 49Q: 3 clusters Score -1.450559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -14505605.000000 Penalty: 5720.738281
	Iteration 50Q: 3 clusters Score -1.45056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98447 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -14505606.000000 Penalty: 5720.738281
	Iteration 51Q: 3 clusters Score -1.450561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -14505603.000000 Penalty: 5720.738281
	Iteration 52Q: 3 clusters Score -1.45056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98461 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -14505605.000000 Penalty: 5720.738281
	Iteration 53Q: 3 clusters Score -1.45056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -14505596.000000 Penalty: 5720.738281
	Iteration 54Q: 3 clusters Score -1.45056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14505615.000000 Penalty: 5720.738281
	Iteration 55Q: 3 clusters Score -1.450562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -14505599.000000 Penalty: 5720.738281
	Iteration 56Q: 3 clusters Score -1.45056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98498 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -14505601.000000 Penalty: 5720.738281
	Iteration 57Q: 3 clusters Score -1.45056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98508 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -14505606.000000 Penalty: 5720.738281
	Iteration 58Q: 3 clusters Score -1.450561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98519 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -14505605.000000 Penalty: 5720.738281
	Iteration 59Q: 3 clusters Score -1.45056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -14505589.000000 Penalty: 5720.738281
	Iteration 60F: 3 clusters Score -1.450559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98545 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -14505585.000000 Penalty: 5720.738281
	Iteration 61Q: 3 clusters Score -1.450558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -14505592.000000 Penalty: 5720.738281
	Iteration 62Q: 3 clusters Score -1.450559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -14505607.000000 Penalty: 5720.738281
	Iteration 63Q: 3 clusters Score -1.450561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -14505590.000000 Penalty: 5720.738281
	Iteration 64Q: 3 clusters Score -1.450559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -14505604.000000 Penalty: 5720.738281
	Iteration 65Q: 3 clusters Score -1.45056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98604 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -14505603.000000 Penalty: 5720.738281
	Iteration 66Q: 3 clusters Score -1.45056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -14505604.000000 Penalty: 5720.738281
	Iteration 67Q: 3 clusters Score -1.45056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -14505601.000000 Penalty: 5720.738281
	Iteration 68Q: 3 clusters Score -1.45056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98624 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -14505602.000000 Penalty: 5720.738281
	Iteration 69Q: 3 clusters Score -1.45056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98626 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -14505596.000000 Penalty: 5720.738281
	Iteration 70Q: 3 clusters Score -1.45056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98629 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -14505591.000000 Penalty: 5720.738281
	Iteration 71Q: 3 clusters Score -1.450559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98631 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -14505599.000000 Penalty: 5720.738281
	Iteration 72Q: 3 clusters Score -1.45056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -14505594.000000 Penalty: 5720.738281
	Iteration 73Q: 3 clusters Score -1.450559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98636 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -14505592.000000 Penalty: 5720.738281
	Iteration 74Q: 3 clusters Score -1.450559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98636 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -14505592.000000 Penalty: 5720.738281
	Iteration 75F: 3 clusters Score -1.450559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -75583.500000 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -75583.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73954.742188 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -73954.74 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -74175.546875 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -74175.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74247.656250 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -74247.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74294.453125 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -74294.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74343.609375 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -74343.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74363.539062 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -74363.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -74366.257812 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -74366.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -74366.257812 Penalty: 3174.527832
	Iteration 7F: 3 clusters Score -74366.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (179992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179992 members 
Entering Unmasked Estep 
Score: -25597660.000000 Penalty: 3000.965576
	Iteration 0F: 2 clusters Score -2.559766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -25500268.000000 Penalty: 6001.931152
	Iteration 0F: 3 clusters Score -2.550027e+07 nChanged 86518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -25550328.000000 Penalty: 6001.931152
	Iteration 1F: 3 clusters Score -2.555033e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87499 members 
Mstep: Class 2 contains 92493 members 
Entering Unmasked Estep 
Score: -25551208.000000 Penalty: 6001.931152
	Iteration 2Q: 3 clusters Score -2.555121e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -25552330.000000 Penalty: 6001.931152
	Iteration 3Q: 3 clusters Score -2.555233e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -25553842.000000 Penalty: 6001.931152
	Iteration 4Q: 3 clusters Score -2.555384e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 97123 members 
Entering Unmasked Estep 
Score: -25555964.000000 Penalty: 6001.931152
	Iteration 5Q: 3 clusters Score -2.555596e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80632 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -25558960.000000 Penalty: 6001.931152
	Iteration 6Q: 3 clusters Score -2.555896e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -25563098.000000 Penalty: 6001.931152
	Iteration 7F: 3 clusters Score -2.55631e+07 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 102730 members 
Entering Unmasked Estep 
Score: -25569870.000000 Penalty: 6001.931152
	Iteration 8F: 3 clusters Score -2.556987e+07 nChanged 12352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77582 members 
Mstep: Class 2 contains 102410 members 
Entering Unmasked Estep 
Score: -25578386.000000 Penalty: 6001.931152
	Iteration 9F: 3 clusters Score -2.557839e+07 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 100352 members 
Entering Unmasked Estep 
Score: -25585112.000000 Penalty: 6001.931152
	Iteration 10F: 3 clusters Score -2.558511e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -25587580.000000 Penalty: 6001.931152
	Iteration 11Q: 3 clusters Score -2.558758e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -25588544.000000 Penalty: 6001.931152
	Iteration 12Q: 3 clusters Score -2.558854e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -25589058.000000 Penalty: 6001.931152
	Iteration 13Q: 3 clusters Score -2.558906e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -25589410.000000 Penalty: 6001.931152
	Iteration 14Q: 3 clusters Score -2.558941e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -25589734.000000 Penalty: 6001.931152
	Iteration 15Q: 3 clusters Score -2.558973e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -25589904.000000 Penalty: 6001.931152
	Iteration 16Q: 3 clusters Score -2.55899e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98770 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -25590200.000000 Penalty: 6001.931152
	Iteration 17Q: 3 clusters Score -2.55902e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -25590456.000000 Penalty: 6001.931152
	Iteration 18Q: 3 clusters Score -2.559046e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -25590878.000000 Penalty: 6001.931152
	Iteration 19Q: 3 clusters Score -2.559088e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -25591356.000000 Penalty: 6001.931152
	Iteration 20F: 3 clusters Score -2.559136e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -25591554.000000 Penalty: 6001.931152
	Iteration 21Q: 3 clusters Score -2.559155e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112662 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -25591994.000000 Penalty: 6001.931152
	Iteration 22Q: 3 clusters Score -2.559199e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115324 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -25592396.000000 Penalty: 6001.931152
	Iteration 23Q: 3 clusters Score -2.55924e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118108 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -25592710.000000 Penalty: 6001.931152
	Iteration 24Q: 3 clusters Score -2.559271e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121001 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -25593164.000000 Penalty: 6001.931152
	Iteration 25Q: 3 clusters Score -2.559316e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124033 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -25593460.000000 Penalty: 6001.931152
	Iteration 26Q: 3 clusters Score -2.559346e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127158 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -25593634.000000 Penalty: 6001.931152
	Iteration 27Q: 3 clusters Score -2.559363e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130273 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -25594004.000000 Penalty: 6001.931152
	Iteration 28Q: 3 clusters Score -2.5594e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133318 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -25594568.000000 Penalty: 6001.931152
	Iteration 29Q: 3 clusters Score -2.559457e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136101 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -25594836.000000 Penalty: 6001.931152
	Iteration 30Q: 3 clusters Score -2.559484e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138606 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -25595064.000000 Penalty: 6001.931152
	Iteration 31Q: 3 clusters Score -2.559506e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140872 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -25595154.000000 Penalty: 6001.931152
	Iteration 32Q: 3 clusters Score -2.559515e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142684 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -25595190.000000 Penalty: 6001.931152
	Iteration 33Q: 3 clusters Score -2.559519e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144157 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -25595202.000000 Penalty: 6001.931152
	Iteration 34Q: 3 clusters Score -2.55952e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145365 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -25595222.000000 Penalty: 6001.931152
	Iteration 35Q: 3 clusters Score -2.559522e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146349 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -25595258.000000 Penalty: 6001.931152
	Iteration 36Q: 3 clusters Score -2.559526e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147176 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -25595340.000000 Penalty: 6001.931152
	Iteration 37Q: 3 clusters Score -2.559534e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147925 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -25595338.000000 Penalty: 6001.931152
	Iteration 38Q: 3 clusters Score -2.559534e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148585 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -25595302.000000 Penalty: 6001.931152
	Iteration 39Q: 3 clusters Score -2.55953e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149183 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -25595356.000000 Penalty: 6001.931152
	Iteration 40F: 3 clusters Score -2.559536e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149698 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -25595466.000000 Penalty: 6001.931152
	Iteration 41Q: 3 clusters Score -2.559547e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150152 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -25595428.000000 Penalty: 6001.931152
	Iteration 42Q: 3 clusters Score -2.559543e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150539 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -25595506.000000 Penalty: 6001.931152
	Iteration 43Q: 3 clusters Score -2.559551e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150906 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -25595516.000000 Penalty: 6001.931152
	Iteration 44Q: 3 clusters Score -2.559552e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151233 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -25595614.000000 Penalty: 6001.931152
	Iteration 45Q: 3 clusters Score -2.559561e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151562 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -25595604.000000 Penalty: 6001.931152
	Iteration 46Q: 3 clusters Score -2.55956e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151881 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -25595708.000000 Penalty: 6001.931152
	Iteration 47Q: 3 clusters Score -2.559571e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152170 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -25595748.000000 Penalty: 6001.931152
	Iteration 48Q: 3 clusters Score -2.559575e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152423 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -25595750.000000 Penalty: 6001.931152
	Iteration 49Q: 3 clusters Score -2.559575e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152631 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -25595778.000000 Penalty: 6001.931152
	Iteration 50Q: 3 clusters Score -2.559578e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152836 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -25595692.000000 Penalty: 6001.931152
	Iteration 51Q: 3 clusters Score -2.559569e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153038 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -25595752.000000 Penalty: 6001.931152
	Iteration 52Q: 3 clusters Score -2.559575e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153226 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -25595802.000000 Penalty: 6001.931152
	Iteration 53Q: 3 clusters Score -2.55958e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -25595772.000000 Penalty: 6001.931152
	Iteration 54Q: 3 clusters Score -2.559577e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153576 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -25595826.000000 Penalty: 6001.931152
	Iteration 55Q: 3 clusters Score -2.559583e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153738 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -25595842.000000 Penalty: 6001.931152
	Iteration 56Q: 3 clusters Score -2.559584e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153891 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -25595834.000000 Penalty: 6001.931152
	Iteration 57Q: 3 clusters Score -2.559583e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154047 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -25595852.000000 Penalty: 6001.931152
	Iteration 58Q: 3 clusters Score -2.559585e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -25595854.000000 Penalty: 6001.931152
	Iteration 59Q: 3 clusters Score -2.559585e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154344 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -25595860.000000 Penalty: 6001.931152
	Iteration 60F: 3 clusters Score -2.559586e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154478 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -25595840.000000 Penalty: 6001.931152
	Iteration 61Q: 3 clusters Score -2.559584e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154592 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -25595858.000000 Penalty: 6001.931152
	Iteration 62Q: 3 clusters Score -2.559586e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154695 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -25595898.000000 Penalty: 6001.931152
	Iteration 63Q: 3 clusters Score -2.55959e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154808 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -25595866.000000 Penalty: 6001.931152
	Iteration 64Q: 3 clusters Score -2.559587e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154934 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -25595900.000000 Penalty: 6001.931152
	Iteration 65Q: 3 clusters Score -2.55959e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -25595904.000000 Penalty: 6001.931152
	Iteration 66Q: 3 clusters Score -2.55959e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155175 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -25595914.000000 Penalty: 6001.931152
	Iteration 67Q: 3 clusters Score -2.559591e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155288 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -25595972.000000 Penalty: 6001.931152
	Iteration 68Q: 3 clusters Score -2.559597e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155401 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -25595972.000000 Penalty: 6001.931152
	Iteration 69Q: 3 clusters Score -2.559597e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155491 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -25596012.000000 Penalty: 6001.931152
	Iteration 70Q: 3 clusters Score -2.559601e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155563 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -25595976.000000 Penalty: 6001.931152
	Iteration 71Q: 3 clusters Score -2.559598e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155628 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -25595996.000000 Penalty: 6001.931152
	Iteration 72Q: 3 clusters Score -2.5596e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155676 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -25596028.000000 Penalty: 6001.931152
	Iteration 73Q: 3 clusters Score -2.559603e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155741 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -25596036.000000 Penalty: 6001.931152
	Iteration 74Q: 3 clusters Score -2.559604e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155790 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -25596000.000000 Penalty: 6001.931152
	Iteration 75Q: 3 clusters Score -2.5596e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155853 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -25595986.000000 Penalty: 6001.931152
	Iteration 76Q: 3 clusters Score -2.559599e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155923 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -25596028.000000 Penalty: 6001.931152
	Iteration 77Q: 3 clusters Score -2.559603e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155992 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -25596026.000000 Penalty: 6001.931152
	Iteration 78Q: 3 clusters Score -2.559603e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156043 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -25596048.000000 Penalty: 6001.931152
	Iteration 79Q: 3 clusters Score -2.559605e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156089 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -25596036.000000 Penalty: 6001.931152
	Iteration 80F: 3 clusters Score -2.559604e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156126 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -25596020.000000 Penalty: 6001.931152
	Iteration 81Q: 3 clusters Score -2.559602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156154 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -25596010.000000 Penalty: 6001.931152
	Iteration 82Q: 3 clusters Score -2.559601e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156183 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -25596016.000000 Penalty: 6001.931152
	Iteration 83Q: 3 clusters Score -2.559602e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156218 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -25595994.000000 Penalty: 6001.931152
	Iteration 84Q: 3 clusters Score -2.559599e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156260 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -25595976.000000 Penalty: 6001.931152
	Iteration 85Q: 3 clusters Score -2.559598e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156300 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -25595986.000000 Penalty: 6001.931152
	Iteration 86Q: 3 clusters Score -2.559599e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156351 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -25595972.000000 Penalty: 6001.931152
	Iteration 87Q: 3 clusters Score -2.559597e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -25595986.000000 Penalty: 6001.931152
	Iteration 88Q: 3 clusters Score -2.559599e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -25596004.000000 Penalty: 6001.931152
	Iteration 89Q: 3 clusters Score -2.5596e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156541 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -25595972.000000 Penalty: 6001.931152
	Iteration 90Q: 3 clusters Score -2.559597e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -25595984.000000 Penalty: 6001.931152
	Iteration 91Q: 3 clusters Score -2.559598e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156664 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -25595986.000000 Penalty: 6001.931152
	Iteration 92Q: 3 clusters Score -2.559599e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156707 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -25595996.000000 Penalty: 6001.931152
	Iteration 93Q: 3 clusters Score -2.5596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156752 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -25596036.000000 Penalty: 6001.931152
	Iteration 94Q: 3 clusters Score -2.559604e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156789 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -25596036.000000 Penalty: 6001.931152
	Iteration 95Q: 3 clusters Score -2.559604e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156826 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -25596066.000000 Penalty: 6001.931152
	Iteration 96Q: 3 clusters Score -2.559607e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156872 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -25596052.000000 Penalty: 6001.931152
	Iteration 97Q: 3 clusters Score -2.559605e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -25596058.000000 Penalty: 6001.931152
	Iteration 98Q: 3 clusters Score -2.559606e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -25596066.000000 Penalty: 6001.931152
	Iteration 99Q: 3 clusters Score -2.559607e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156999 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -25596080.000000 Penalty: 6001.931152
	Iteration 100F: 3 clusters Score -2.559608e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -25596082.000000 Penalty: 6001.931152
	Iteration 101Q: 3 clusters Score -2.559608e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157083 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -25596096.000000 Penalty: 6001.931152
	Iteration 102Q: 3 clusters Score -2.55961e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157113 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -25596088.000000 Penalty: 6001.931152
	Iteration 103Q: 3 clusters Score -2.559609e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157155 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -25596076.000000 Penalty: 6001.931152
	Iteration 104Q: 3 clusters Score -2.559608e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157203 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -25596062.000000 Penalty: 6001.931152
	Iteration 105Q: 3 clusters Score -2.559606e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157247 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -25596072.000000 Penalty: 6001.931152
	Iteration 106Q: 3 clusters Score -2.559607e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157291 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -25596082.000000 Penalty: 6001.931152
	Iteration 107Q: 3 clusters Score -2.559608e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157325 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -25596072.000000 Penalty: 6001.931152
	Iteration 108Q: 3 clusters Score -2.559607e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157374 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -25596060.000000 Penalty: 6001.931152
	Iteration 109Q: 3 clusters Score -2.559606e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157419 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -25596068.000000 Penalty: 6001.931152
	Iteration 110Q: 3 clusters Score -2.559607e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -25596056.000000 Penalty: 6001.931152
	Iteration 111Q: 3 clusters Score -2.559606e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157528 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -25596026.000000 Penalty: 6001.931152
	Iteration 112Q: 3 clusters Score -2.559603e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157590 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -25596036.000000 Penalty: 6001.931152
	Iteration 113Q: 3 clusters Score -2.559604e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157652 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -25596034.000000 Penalty: 6001.931152
	Iteration 114Q: 3 clusters Score -2.559603e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157719 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -25596042.000000 Penalty: 6001.931152
	Iteration 115Q: 3 clusters Score -2.559604e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157785 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -25596040.000000 Penalty: 6001.931152
	Iteration 116Q: 3 clusters Score -2.559604e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -25596000.000000 Penalty: 6001.931152
	Iteration 117Q: 3 clusters Score -2.5596e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157936 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -25595988.000000 Penalty: 6001.931152
	Iteration 118Q: 3 clusters Score -2.559599e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158014 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -25596026.000000 Penalty: 6001.931152
	Iteration 119Q: 3 clusters Score -2.559603e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158106 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -25596054.000000 Penalty: 6001.931152
	Iteration 120F: 3 clusters Score -2.559605e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158181 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -25596034.000000 Penalty: 6001.931152
	Iteration 121Q: 3 clusters Score -2.559603e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158257 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -25596050.000000 Penalty: 6001.931152
	Iteration 122Q: 3 clusters Score -2.559605e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158357 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -25596118.000000 Penalty: 6001.931152
	Iteration 123Q: 3 clusters Score -2.559612e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158470 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -25596122.000000 Penalty: 6001.931152
	Iteration 124Q: 3 clusters Score -2.559612e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158585 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -25596158.000000 Penalty: 6001.931152
	Iteration 125Q: 3 clusters Score -2.559616e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158693 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -25596152.000000 Penalty: 6001.931152
	Iteration 126Q: 3 clusters Score -2.559615e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158808 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -25596132.000000 Penalty: 6001.931152
	Iteration 127Q: 3 clusters Score -2.559613e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158942 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -25596122.000000 Penalty: 6001.931152
	Iteration 128Q: 3 clusters Score -2.559612e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159083 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -25596200.000000 Penalty: 6001.931152
	Iteration 129Q: 3 clusters Score -2.55962e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159217 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -25596162.000000 Penalty: 6001.931152
	Iteration 130Q: 3 clusters Score -2.559616e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159344 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -25596148.000000 Penalty: 6001.931152
	Iteration 131Q: 3 clusters Score -2.559615e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159483 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -25596164.000000 Penalty: 6001.931152
	Iteration 132Q: 3 clusters Score -2.559616e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -25596196.000000 Penalty: 6001.931152
	Iteration 133Q: 3 clusters Score -2.55962e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159794 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -25596174.000000 Penalty: 6001.931152
	Iteration 134Q: 3 clusters Score -2.559617e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159942 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -25596220.000000 Penalty: 6001.931152
	Iteration 135Q: 3 clusters Score -2.559622e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160095 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -25596192.000000 Penalty: 6001.931152
	Iteration 136Q: 3 clusters Score -2.559619e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160249 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -25596256.000000 Penalty: 6001.931152
	Iteration 137Q: 3 clusters Score -2.559626e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160438 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -25596278.000000 Penalty: 6001.931152
	Iteration 138Q: 3 clusters Score -2.559628e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160624 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -25596326.000000 Penalty: 6001.931152
	Iteration 139Q: 3 clusters Score -2.559633e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160804 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -25596314.000000 Penalty: 6001.931152
	Iteration 140F: 3 clusters Score -2.559631e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160984 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -25596398.000000 Penalty: 6001.931152
	Iteration 141Q: 3 clusters Score -2.55964e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161159 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -25596424.000000 Penalty: 6001.931152
	Iteration 142Q: 3 clusters Score -2.559642e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161340 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -25596338.000000 Penalty: 6001.931152
	Iteration 143Q: 3 clusters Score -2.559634e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -25596348.000000 Penalty: 6001.931152
	Iteration 144Q: 3 clusters Score -2.559635e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161653 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -25596334.000000 Penalty: 6001.931152
	Iteration 145Q: 3 clusters Score -2.559633e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161817 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -25596334.000000 Penalty: 6001.931152
	Iteration 146Q: 3 clusters Score -2.559633e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162001 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -25596354.000000 Penalty: 6001.931152
	Iteration 147Q: 3 clusters Score -2.559635e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162169 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -25596316.000000 Penalty: 6001.931152
	Iteration 148Q: 3 clusters Score -2.559632e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162342 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -25596300.000000 Penalty: 6001.931152
	Iteration 149Q: 3 clusters Score -2.55963e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162510 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -25596298.000000 Penalty: 6001.931152
	Iteration 150Q: 3 clusters Score -2.55963e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162653 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -25596374.000000 Penalty: 6001.931152
	Iteration 151Q: 3 clusters Score -2.559637e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162794 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -25596398.000000 Penalty: 6001.931152
	Iteration 152Q: 3 clusters Score -2.55964e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162926 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -25596328.000000 Penalty: 6001.931152
	Iteration 153Q: 3 clusters Score -2.559633e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163050 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -25596326.000000 Penalty: 6001.931152
	Iteration 154Q: 3 clusters Score -2.559633e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -25596312.000000 Penalty: 6001.931152
	Iteration 155Q: 3 clusters Score -2.559631e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163287 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -25596266.000000 Penalty: 6001.931152
	Iteration 156Q: 3 clusters Score -2.559627e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163405 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -25596286.000000 Penalty: 6001.931152
	Iteration 157Q: 3 clusters Score -2.559629e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163510 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -25596336.000000 Penalty: 6001.931152
	Iteration 158Q: 3 clusters Score -2.559634e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163613 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -25596320.000000 Penalty: 6001.931152
	Iteration 159Q: 3 clusters Score -2.559632e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163721 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -25596328.000000 Penalty: 6001.931152
	Iteration 160F: 3 clusters Score -2.559633e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163829 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -25596356.000000 Penalty: 6001.931152
	Iteration 161Q: 3 clusters Score -2.559636e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163941 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -25596388.000000 Penalty: 6001.931152
	Iteration 162Q: 3 clusters Score -2.559639e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -25596390.000000 Penalty: 6001.931152
	Iteration 163Q: 3 clusters Score -2.559639e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164166 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -25596330.000000 Penalty: 6001.931152
	Iteration 164Q: 3 clusters Score -2.559633e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164279 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -25596380.000000 Penalty: 6001.931152
	Iteration 165Q: 3 clusters Score -2.559638e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164395 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -25596362.000000 Penalty: 6001.931152
	Iteration 166Q: 3 clusters Score -2.559636e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164506 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -25596372.000000 Penalty: 6001.931152
	Iteration 167Q: 3 clusters Score -2.559637e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164630 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -25596340.000000 Penalty: 6001.931152
	Iteration 168Q: 3 clusters Score -2.559634e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164764 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -25596310.000000 Penalty: 6001.931152
	Iteration 169Q: 3 clusters Score -2.559631e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164893 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -25596316.000000 Penalty: 6001.931152
	Iteration 170Q: 3 clusters Score -2.559632e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165017 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -25596304.000000 Penalty: 6001.931152
	Iteration 171Q: 3 clusters Score -2.55963e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -25596336.000000 Penalty: 6001.931152
	Iteration 172Q: 3 clusters Score -2.559634e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165272 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -25596316.000000 Penalty: 6001.931152
	Iteration 173Q: 3 clusters Score -2.559632e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -25596344.000000 Penalty: 6001.931152
	Iteration 174Q: 3 clusters Score -2.559634e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165481 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -25596348.000000 Penalty: 6001.931152
	Iteration 175Q: 3 clusters Score -2.559635e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165601 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -25596362.000000 Penalty: 6001.931152
	Iteration 176Q: 3 clusters Score -2.559636e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165709 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -25596396.000000 Penalty: 6001.931152
	Iteration 177Q: 3 clusters Score -2.55964e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165820 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -25596376.000000 Penalty: 6001.931152
	Iteration 178Q: 3 clusters Score -2.559638e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165931 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -25596390.000000 Penalty: 6001.931152
	Iteration 179Q: 3 clusters Score -2.559639e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166047 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -25596430.000000 Penalty: 6001.931152
	Iteration 180F: 3 clusters Score -2.559643e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166177 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -25596432.000000 Penalty: 6001.931152
	Iteration 181Q: 3 clusters Score -2.559643e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166303 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -25596440.000000 Penalty: 6001.931152
	Iteration 182Q: 3 clusters Score -2.559644e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166425 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -25596424.000000 Penalty: 6001.931152
	Iteration 183Q: 3 clusters Score -2.559642e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166542 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -25596400.000000 Penalty: 6001.931152
	Iteration 184Q: 3 clusters Score -2.55964e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166665 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -25596352.000000 Penalty: 6001.931152
	Iteration 185Q: 3 clusters Score -2.559635e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166792 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -25596310.000000 Penalty: 6001.931152
	Iteration 186Q: 3 clusters Score -2.559631e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166924 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -25596290.000000 Penalty: 6001.931152
	Iteration 187Q: 3 clusters Score -2.559629e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167057 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -25596262.000000 Penalty: 6001.931152
	Iteration 188Q: 3 clusters Score -2.559626e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167206 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -25596286.000000 Penalty: 6001.931152
	Iteration 189Q: 3 clusters Score -2.559629e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167344 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -25596286.000000 Penalty: 6001.931152
	Iteration 190Q: 3 clusters Score -2.559629e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167487 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -25596332.000000 Penalty: 6001.931152
	Iteration 191Q: 3 clusters Score -2.559633e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167650 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -25596362.000000 Penalty: 6001.931152
	Iteration 192Q: 3 clusters Score -2.559636e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167803 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -25596406.000000 Penalty: 6001.931152
	Iteration 193Q: 3 clusters Score -2.559641e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167959 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -25596448.000000 Penalty: 6001.931152
	Iteration 194Q: 3 clusters Score -2.559645e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168110 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -25596450.000000 Penalty: 6001.931152
	Iteration 195Q: 3 clusters Score -2.559645e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168258 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -25596454.000000 Penalty: 6001.931152
	Iteration 196Q: 3 clusters Score -2.559645e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168403 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -25596500.000000 Penalty: 6001.931152
	Iteration 197Q: 3 clusters Score -2.55965e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168539 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -25596538.000000 Penalty: 6001.931152
	Iteration 198Q: 3 clusters Score -2.559654e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168668 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -25596506.000000 Penalty: 6001.931152
	Iteration 199Q: 3 clusters Score -2.559651e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168788 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -25596502.000000 Penalty: 6001.931152
	Iteration 200F: 3 clusters Score -2.55965e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168899 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -25596544.000000 Penalty: 6001.931152
	Iteration 201Q: 3 clusters Score -2.559654e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169010 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -25596494.000000 Penalty: 6001.931152
	Iteration 202Q: 3 clusters Score -2.559649e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169137 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -25596450.000000 Penalty: 6001.931152
	Iteration 203Q: 3 clusters Score -2.559645e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -25596430.000000 Penalty: 6001.931152
	Iteration 204Q: 3 clusters Score -2.559643e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -25596436.000000 Penalty: 6001.931152
	Iteration 205Q: 3 clusters Score -2.559644e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169473 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -25596430.000000 Penalty: 6001.931152
	Iteration 206Q: 3 clusters Score -2.559643e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169576 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -25596456.000000 Penalty: 6001.931152
	Iteration 207Q: 3 clusters Score -2.559646e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169685 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -25596534.000000 Penalty: 6001.931152
	Iteration 208Q: 3 clusters Score -2.559653e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -25596500.000000 Penalty: 6001.931152
	Iteration 209Q: 3 clusters Score -2.55965e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169949 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -25596458.000000 Penalty: 6001.931152
	Iteration 210Q: 3 clusters Score -2.559646e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170070 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -25596424.000000 Penalty: 6001.931152
	Iteration 211Q: 3 clusters Score -2.559642e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170199 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -25596406.000000 Penalty: 6001.931152
	Iteration 212Q: 3 clusters Score -2.559641e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170309 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -25596402.000000 Penalty: 6001.931152
	Iteration 213Q: 3 clusters Score -2.55964e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170435 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -25596338.000000 Penalty: 6001.931152
	Iteration 214Q: 3 clusters Score -2.559634e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170556 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -25596358.000000 Penalty: 6001.931152
	Iteration 215Q: 3 clusters Score -2.559636e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170663 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -25596326.000000 Penalty: 6001.931152
	Iteration 216Q: 3 clusters Score -2.559633e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170766 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -25596346.000000 Penalty: 6001.931152
	Iteration 217Q: 3 clusters Score -2.559635e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170871 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -25596378.000000 Penalty: 6001.931152
	Iteration 218Q: 3 clusters Score -2.559638e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170986 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -25596378.000000 Penalty: 6001.931152
	Iteration 219Q: 3 clusters Score -2.559638e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171092 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -25596346.000000 Penalty: 6001.931152
	Iteration 220F: 3 clusters Score -2.559635e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171194 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -25596322.000000 Penalty: 6001.931152
	Iteration 221Q: 3 clusters Score -2.559632e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171298 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -25596276.000000 Penalty: 6001.931152
	Iteration 222Q: 3 clusters Score -2.559628e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -25596250.000000 Penalty: 6001.931152
	Iteration 223Q: 3 clusters Score -2.559625e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171468 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -25596250.000000 Penalty: 6001.931152
	Iteration 224Q: 3 clusters Score -2.559625e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171539 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -25596210.000000 Penalty: 6001.931152
	Iteration 225Q: 3 clusters Score -2.559621e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171609 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -25596240.000000 Penalty: 6001.931152
	Iteration 226Q: 3 clusters Score -2.559624e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171681 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -25596230.000000 Penalty: 6001.931152
	Iteration 227Q: 3 clusters Score -2.559623e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171751 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -25596234.000000 Penalty: 6001.931152
	Iteration 228Q: 3 clusters Score -2.559623e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171827 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -25596240.000000 Penalty: 6001.931152
	Iteration 229Q: 3 clusters Score -2.559624e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171909 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -25596240.000000 Penalty: 6001.931152
	Iteration 230Q: 3 clusters Score -2.559624e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172002 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -25596204.000000 Penalty: 6001.931152
	Iteration 231Q: 3 clusters Score -2.55962e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172098 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -25596200.000000 Penalty: 6001.931152
	Iteration 232Q: 3 clusters Score -2.55962e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172210 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -25596166.000000 Penalty: 6001.931152
	Iteration 233Q: 3 clusters Score -2.559617e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172334 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -25596142.000000 Penalty: 6001.931152
	Iteration 234Q: 3 clusters Score -2.559614e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172433 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -25596130.000000 Penalty: 6001.931152
	Iteration 235Q: 3 clusters Score -2.559613e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172528 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -25596148.000000 Penalty: 6001.931152
	Iteration 236Q: 3 clusters Score -2.559615e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172623 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -25596142.000000 Penalty: 6001.931152
	Iteration 237Q: 3 clusters Score -2.559614e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172691 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -25596156.000000 Penalty: 6001.931152
	Iteration 238Q: 3 clusters Score -2.559616e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172768 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -25596142.000000 Penalty: 6001.931152
	Iteration 239Q: 3 clusters Score -2.559614e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172851 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -25596136.000000 Penalty: 6001.931152
	Iteration 240F: 3 clusters Score -2.559614e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172937 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -25596102.000000 Penalty: 6001.931152
	Iteration 241Q: 3 clusters Score -2.55961e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173028 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -25596160.000000 Penalty: 6001.931152
	Iteration 242Q: 3 clusters Score -2.559616e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173108 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -25596154.000000 Penalty: 6001.931152
	Iteration 243Q: 3 clusters Score -2.559615e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173180 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -25596156.000000 Penalty: 6001.931152
	Iteration 244Q: 3 clusters Score -2.559616e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173245 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -25596154.000000 Penalty: 6001.931152
	Iteration 245Q: 3 clusters Score -2.559615e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173315 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -25596116.000000 Penalty: 6001.931152
	Iteration 246Q: 3 clusters Score -2.559612e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173383 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -25596108.000000 Penalty: 6001.931152
	Iteration 247Q: 3 clusters Score -2.559611e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173439 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -25596104.000000 Penalty: 6001.931152
	Iteration 248Q: 3 clusters Score -2.55961e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173498 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -25596138.000000 Penalty: 6001.931152
	Iteration 249Q: 3 clusters Score -2.559614e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173564 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -25596192.000000 Penalty: 6001.931152
	Iteration 250Q: 3 clusters Score -2.559619e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -25596182.000000 Penalty: 6001.931152
	Iteration 251Q: 3 clusters Score -2.559618e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173675 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -25596114.000000 Penalty: 6001.931152
	Iteration 252Q: 3 clusters Score -2.559611e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173717 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -25596110.000000 Penalty: 6001.931152
	Iteration 253Q: 3 clusters Score -2.559611e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173754 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -25596098.000000 Penalty: 6001.931152
	Iteration 254Q: 3 clusters Score -2.55961e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173795 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -25596090.000000 Penalty: 6001.931152
	Iteration 255Q: 3 clusters Score -2.559609e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173845 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -25596082.000000 Penalty: 6001.931152
	Iteration 256Q: 3 clusters Score -2.559608e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173900 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -25596100.000000 Penalty: 6001.931152
	Iteration 257Q: 3 clusters Score -2.55961e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173941 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -25596068.000000 Penalty: 6001.931152
	Iteration 258Q: 3 clusters Score -2.559607e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173988 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -25596060.000000 Penalty: 6001.931152
	Iteration 259Q: 3 clusters Score -2.559606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174021 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -25596054.000000 Penalty: 6001.931152
	Iteration 260F: 3 clusters Score -2.559605e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174065 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -25596060.000000 Penalty: 6001.931152
	Iteration 261Q: 3 clusters Score -2.559606e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174102 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -25596032.000000 Penalty: 6001.931152
	Iteration 262Q: 3 clusters Score -2.559603e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174140 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -25596026.000000 Penalty: 6001.931152
	Iteration 263Q: 3 clusters Score -2.559603e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174169 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -25596032.000000 Penalty: 6001.931152
	Iteration 264Q: 3 clusters Score -2.559603e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174205 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -25596014.000000 Penalty: 6001.931152
	Iteration 265Q: 3 clusters Score -2.559601e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174242 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -25596014.000000 Penalty: 6001.931152
	Iteration 266Q: 3 clusters Score -2.559601e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174281 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -25595982.000000 Penalty: 6001.931152
	Iteration 267Q: 3 clusters Score -2.559598e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174316 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -25596000.000000 Penalty: 6001.931152
	Iteration 268Q: 3 clusters Score -2.5596e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174357 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -25596032.000000 Penalty: 6001.931152
	Iteration 269Q: 3 clusters Score -2.559603e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174395 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -25596018.000000 Penalty: 6001.931152
	Iteration 270Q: 3 clusters Score -2.559602e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174424 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -25596050.000000 Penalty: 6001.931152
	Iteration 271Q: 3 clusters Score -2.559605e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174454 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -25596008.000000 Penalty: 6001.931152
	Iteration 272Q: 3 clusters Score -2.559601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174477 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -25596002.000000 Penalty: 6001.931152
	Iteration 273Q: 3 clusters Score -2.5596e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -25595996.000000 Penalty: 6001.931152
	Iteration 274Q: 3 clusters Score -2.5596e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174539 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -25596024.000000 Penalty: 6001.931152
	Iteration 275Q: 3 clusters Score -2.559602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174563 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -25596000.000000 Penalty: 6001.931152
	Iteration 276Q: 3 clusters Score -2.5596e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174590 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -25595994.000000 Penalty: 6001.931152
	Iteration 277Q: 3 clusters Score -2.559599e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174617 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -25596004.000000 Penalty: 6001.931152
	Iteration 278Q: 3 clusters Score -2.5596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174644 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -25595990.000000 Penalty: 6001.931152
	Iteration 279Q: 3 clusters Score -2.559599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174669 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -25596010.000000 Penalty: 6001.931152
	Iteration 280F: 3 clusters Score -2.559601e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174694 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -25595998.000000 Penalty: 6001.931152
	Iteration 281Q: 3 clusters Score -2.5596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174711 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -25596012.000000 Penalty: 6001.931152
	Iteration 282Q: 3 clusters Score -2.559601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174733 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -25596006.000000 Penalty: 6001.931152
	Iteration 283Q: 3 clusters Score -2.559601e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174762 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -25596030.000000 Penalty: 6001.931152
	Iteration 284Q: 3 clusters Score -2.559603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174785 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -25596038.000000 Penalty: 6001.931152
	Iteration 285Q: 3 clusters Score -2.559604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174800 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -25596044.000000 Penalty: 6001.931152
	Iteration 286Q: 3 clusters Score -2.559604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174816 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -25596046.000000 Penalty: 6001.931152
	Iteration 287Q: 3 clusters Score -2.559605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174829 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -25596052.000000 Penalty: 6001.931152
	Iteration 288Q: 3 clusters Score -2.559605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174836 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -25596052.000000 Penalty: 6001.931152
	Iteration 289Q: 3 clusters Score -2.559605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174848 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -25596062.000000 Penalty: 6001.931152
	Iteration 290Q: 3 clusters Score -2.559606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174856 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -25596060.000000 Penalty: 6001.931152
	Iteration 291Q: 3 clusters Score -2.559606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174865 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -25596044.000000 Penalty: 6001.931152
	Iteration 292Q: 3 clusters Score -2.559604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174878 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -25596066.000000 Penalty: 6001.931152
	Iteration 293Q: 3 clusters Score -2.559607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174890 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -25596078.000000 Penalty: 6001.931152
	Iteration 294Q: 3 clusters Score -2.559608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174897 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -25596050.000000 Penalty: 6001.931152
	Iteration 295Q: 3 clusters Score -2.559605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174910 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -25596046.000000 Penalty: 6001.931152
	Iteration 296Q: 3 clusters Score -2.559605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174920 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -25596044.000000 Penalty: 6001.931152
	Iteration 297Q: 3 clusters Score -2.559604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174926 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -25596046.000000 Penalty: 6001.931152
	Iteration 298Q: 3 clusters Score -2.559605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174933 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -25596054.000000 Penalty: 6001.931152
	Iteration 299Q: 3 clusters Score -2.559605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174941 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -25596056.000000 Penalty: 6001.931152
	Iteration 300F: 3 clusters Score -2.559606e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174957 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -25596056.000000 Penalty: 6001.931152
	Iteration 301Q: 3 clusters Score -2.559606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174976 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -25596080.000000 Penalty: 6001.931152
	Iteration 302Q: 3 clusters Score -2.559608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174992 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -25596054.000000 Penalty: 6001.931152
	Iteration 303Q: 3 clusters Score -2.559605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175011 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -25596050.000000 Penalty: 6001.931152
	Iteration 304Q: 3 clusters Score -2.559605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175031 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -25596054.000000 Penalty: 6001.931152
	Iteration 305Q: 3 clusters Score -2.559605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175045 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -25596064.000000 Penalty: 6001.931152
	Iteration 306Q: 3 clusters Score -2.559606e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175065 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -25596066.000000 Penalty: 6001.931152
	Iteration 307Q: 3 clusters Score -2.559607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175086 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -25596084.000000 Penalty: 6001.931152
	Iteration 308Q: 3 clusters Score -2.559608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175111 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -25596074.000000 Penalty: 6001.931152
	Iteration 309Q: 3 clusters Score -2.559607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175134 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -25596048.000000 Penalty: 6001.931152
	Iteration 310Q: 3 clusters Score -2.559605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175147 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -25596048.000000 Penalty: 6001.931152
	Iteration 311Q: 3 clusters Score -2.559605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175171 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -25596060.000000 Penalty: 6001.931152
	Iteration 312Q: 3 clusters Score -2.559606e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175195 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -25596064.000000 Penalty: 6001.931152
	Iteration 313Q: 3 clusters Score -2.559606e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175213 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -25596046.000000 Penalty: 6001.931152
	Iteration 314Q: 3 clusters Score -2.559605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175222 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -25596036.000000 Penalty: 6001.931152
	Iteration 315Q: 3 clusters Score -2.559604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175238 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -25596064.000000 Penalty: 6001.931152
	Iteration 316Q: 3 clusters Score -2.559606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175251 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -25596048.000000 Penalty: 6001.931152
	Iteration 317Q: 3 clusters Score -2.559605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175264 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -25596050.000000 Penalty: 6001.931152
	Iteration 318Q: 3 clusters Score -2.559605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175274 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -25596004.000000 Penalty: 6001.931152
	Iteration 319Q: 3 clusters Score -2.5596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175280 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -25596016.000000 Penalty: 6001.931152
	Iteration 320F: 3 clusters Score -2.559602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175287 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -25596022.000000 Penalty: 6001.931152
	Iteration 321Q: 3 clusters Score -2.559602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175296 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -25596022.000000 Penalty: 6001.931152
	Iteration 322Q: 3 clusters Score -2.559602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175308 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -25596000.000000 Penalty: 6001.931152
	Iteration 323Q: 3 clusters Score -2.5596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175321 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -25596026.000000 Penalty: 6001.931152
	Iteration 324Q: 3 clusters Score -2.559603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175330 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -25596022.000000 Penalty: 6001.931152
	Iteration 325Q: 3 clusters Score -2.559602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175335 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -25596014.000000 Penalty: 6001.931152
	Iteration 326Q: 3 clusters Score -2.559601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175342 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -25596020.000000 Penalty: 6001.931152
	Iteration 327Q: 3 clusters Score -2.559602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175349 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -25596016.000000 Penalty: 6001.931152
	Iteration 328Q: 3 clusters Score -2.559602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175355 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -25596016.000000 Penalty: 6001.931152
	Iteration 329Q: 3 clusters Score -2.559602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175360 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -25596032.000000 Penalty: 6001.931152
	Iteration 330Q: 3 clusters Score -2.559603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -25596054.000000 Penalty: 6001.931152
	Iteration 331Q: 3 clusters Score -2.559605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175375 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -25596034.000000 Penalty: 6001.931152
	Iteration 332Q: 3 clusters Score -2.559603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175386 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -25596038.000000 Penalty: 6001.931152
	Iteration 333Q: 3 clusters Score -2.559604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175400 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -25596048.000000 Penalty: 6001.931152
	Iteration 334Q: 3 clusters Score -2.559605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175411 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -25596044.000000 Penalty: 6001.931152
	Iteration 335Q: 3 clusters Score -2.559604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175428 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -25596040.000000 Penalty: 6001.931152
	Iteration 336Q: 3 clusters Score -2.559604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175440 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -25596040.000000 Penalty: 6001.931152
	Iteration 337Q: 3 clusters Score -2.559604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175452 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -25596030.000000 Penalty: 6001.931152
	Iteration 338Q: 3 clusters Score -2.559603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -25596020.000000 Penalty: 6001.931152
	Iteration 339Q: 3 clusters Score -2.559602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175476 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -25596012.000000 Penalty: 6001.931152
	Iteration 340F: 3 clusters Score -2.559601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175488 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -25596020.000000 Penalty: 6001.931152
	Iteration 341Q: 3 clusters Score -2.559602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175497 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -25596024.000000 Penalty: 6001.931152
	Iteration 342Q: 3 clusters Score -2.559602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175510 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -25596028.000000 Penalty: 6001.931152
	Iteration 343Q: 3 clusters Score -2.559603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175520 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -25596038.000000 Penalty: 6001.931152
	Iteration 344Q: 3 clusters Score -2.559604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175529 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -25596046.000000 Penalty: 6001.931152
	Iteration 345Q: 3 clusters Score -2.559605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -25596030.000000 Penalty: 6001.931152
	Iteration 346Q: 3 clusters Score -2.559603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175537 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -25596026.000000 Penalty: 6001.931152
	Iteration 347Q: 3 clusters Score -2.559603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175541 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -25596030.000000 Penalty: 6001.931152
	Iteration 348Q: 3 clusters Score -2.559603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175547 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -25596020.000000 Penalty: 6001.931152
	Iteration 349Q: 3 clusters Score -2.559602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175554 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -25596034.000000 Penalty: 6001.931152
	Iteration 350Q: 3 clusters Score -2.559603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175559 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -25596046.000000 Penalty: 6001.931152
	Iteration 351Q: 3 clusters Score -2.559605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175565 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -25596040.000000 Penalty: 6001.931152
	Iteration 352Q: 3 clusters Score -2.559604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175569 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -25596032.000000 Penalty: 6001.931152
	Iteration 353Q: 3 clusters Score -2.559603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175573 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -25596040.000000 Penalty: 6001.931152
	Iteration 354Q: 3 clusters Score -2.559604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175578 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -25596038.000000 Penalty: 6001.931152
	Iteration 355Q: 3 clusters Score -2.559604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175583 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -25596056.000000 Penalty: 6001.931152
	Iteration 356Q: 3 clusters Score -2.559606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175587 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -25596054.000000 Penalty: 6001.931152
	Iteration 357Q: 3 clusters Score -2.559605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175591 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -25596056.000000 Penalty: 6001.931152
	Iteration 358Q: 3 clusters Score -2.559606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175593 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -25596060.000000 Penalty: 6001.931152
	Iteration 359Q: 3 clusters Score -2.559606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175597 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -25596066.000000 Penalty: 6001.931152
	Iteration 360F: 3 clusters Score -2.559607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175599 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -25596070.000000 Penalty: 6001.931152
	Iteration 361Q: 3 clusters Score -2.559607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175600 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -25596064.000000 Penalty: 6001.931152
	Iteration 362Q: 3 clusters Score -2.559606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175602 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -25596062.000000 Penalty: 6001.931152
	Iteration 363Q: 3 clusters Score -2.559606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175606 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -25596062.000000 Penalty: 6001.931152
	Iteration 364Q: 3 clusters Score -2.559606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175612 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -25596060.000000 Penalty: 6001.931152
	Iteration 365Q: 3 clusters Score -2.559606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175616 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -25596052.000000 Penalty: 6001.931152
	Iteration 366Q: 3 clusters Score -2.559605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175621 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -25596064.000000 Penalty: 6001.931152
	Iteration 367Q: 3 clusters Score -2.559606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -25596046.000000 Penalty: 6001.931152
	Iteration 368Q: 3 clusters Score -2.559605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175637 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -25596054.000000 Penalty: 6001.931152
	Iteration 369Q: 3 clusters Score -2.559605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175646 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -25596066.000000 Penalty: 6001.931152
	Iteration 370Q: 3 clusters Score -2.559607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175654 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -25596070.000000 Penalty: 6001.931152
	Iteration 371Q: 3 clusters Score -2.559607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175660 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -25596048.000000 Penalty: 6001.931152
	Iteration 372Q: 3 clusters Score -2.559605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175664 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -25596048.000000 Penalty: 6001.931152
	Iteration 373Q: 3 clusters Score -2.559605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175668 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -25596048.000000 Penalty: 6001.931152
	Iteration 374Q: 3 clusters Score -2.559605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175672 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -25596076.000000 Penalty: 6001.931152
	Iteration 375Q: 3 clusters Score -2.559608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175678 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -25596072.000000 Penalty: 6001.931152
	Iteration 376Q: 3 clusters Score -2.559607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175687 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -25596072.000000 Penalty: 6001.931152
	Iteration 377Q: 3 clusters Score -2.559607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175691 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -25596050.000000 Penalty: 6001.931152
	Iteration 378Q: 3 clusters Score -2.559605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175691 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -25596056.000000 Penalty: 6001.931152
	Iteration 379Q: 3 clusters Score -2.559606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175690 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -25596052.000000 Penalty: 6001.931152
	Iteration 380F: 3 clusters Score -2.559605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175689 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -2.559605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175689 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -25596046.000000 Penalty: 6001.931152
	Iteration 382F: 3 clusters Score -2.559605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (143872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143872 members 
Entering Unmasked Estep 
Score: -20411804.000000 Penalty: 2945.416504
	Iteration 0F: 2 clusters Score -2.04118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -20317620.000000 Penalty: 5890.833008
	Iteration 0F: 3 clusters Score -2.031762e+07 nChanged 68717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72899 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -20357364.000000 Penalty: 5890.833008
	Iteration 1F: 3 clusters Score -2.035736e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2.0358e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
Score: -20358716.000000 Penalty: 5890.833008
	Iteration 3Q: 3 clusters Score -2.035872e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -20359528.000000 Penalty: 5890.833008
	Iteration 4Q: 3 clusters Score -2.035953e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -20360568.000000 Penalty: 5890.833008
	Iteration 5Q: 3 clusters Score -2.036057e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -20361964.000000 Penalty: 5890.833008
	Iteration 6Q: 3 clusters Score -2.036196e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -20363872.000000 Penalty: 5890.833008
	Iteration 7Q: 3 clusters Score -2.036387e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -20366546.000000 Penalty: 5890.833008
	Iteration 8Q: 3 clusters Score -2.036655e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -20370978.000000 Penalty: 5890.833008
	Iteration 9F: 3 clusters Score -2.037098e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -20377290.000000 Penalty: 5890.833008
	Iteration 10F: 3 clusters Score -2.037729e+07 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111051 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -20385096.000000 Penalty: 5890.833008
	Iteration 11F: 3 clusters Score -2.03851e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119619 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -20392920.000000 Penalty: 5890.833008
	Iteration 12F: 3 clusters Score -2.039292e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126301 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -20399246.000000 Penalty: 5890.833008
	Iteration 13F: 3 clusters Score -2.039925e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130858 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -20403152.000000 Penalty: 5890.833008
	Iteration 14Q: 3 clusters Score -2.040315e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133797 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -20405330.000000 Penalty: 5890.833008
	Iteration 15Q: 3 clusters Score -2.040533e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135797 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -20406646.000000 Penalty: 5890.833008
	Iteration 16Q: 3 clusters Score -2.040665e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137296 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -20407558.000000 Penalty: 5890.833008
	Iteration 17Q: 3 clusters Score -2.040756e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138422 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -20408280.000000 Penalty: 5890.833008
	Iteration 18Q: 3 clusters Score -2.040828e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139300 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -20408808.000000 Penalty: 5890.833008
	Iteration 19Q: 3 clusters Score -2.040881e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139961 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -20409150.000000 Penalty: 5890.833008
	Iteration 20F: 3 clusters Score -2.040915e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140395 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -20409282.000000 Penalty: 5890.833008
	Iteration 21Q: 3 clusters Score -2.040928e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140749 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -20409382.000000 Penalty: 5890.833008
	Iteration 22Q: 3 clusters Score -2.040938e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141015 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -20409372.000000 Penalty: 5890.833008
	Iteration 23Q: 3 clusters Score -2.040937e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141251 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -20409464.000000 Penalty: 5890.833008
	Iteration 24Q: 3 clusters Score -2.040946e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141465 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -20409572.000000 Penalty: 5890.833008
	Iteration 25Q: 3 clusters Score -2.040957e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141645 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -20409640.000000 Penalty: 5890.833008
	Iteration 26Q: 3 clusters Score -2.040964e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141801 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -20409682.000000 Penalty: 5890.833008
	Iteration 27Q: 3 clusters Score -2.040968e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141929 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -20409698.000000 Penalty: 5890.833008
	Iteration 28Q: 3 clusters Score -2.04097e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142031 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -20409726.000000 Penalty: 5890.833008
	Iteration 29Q: 3 clusters Score -2.040973e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142112 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -20409716.000000 Penalty: 5890.833008
	Iteration 30Q: 3 clusters Score -2.040972e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142190 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -20409730.000000 Penalty: 5890.833008
	Iteration 31Q: 3 clusters Score -2.040973e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142250 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -20409730.000000 Penalty: 5890.833008
	Iteration 32Q: 3 clusters Score -2.040973e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142288 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -20409730.000000 Penalty: 5890.833008
	Iteration 33Q: 3 clusters Score -2.040973e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142331 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -20409750.000000 Penalty: 5890.833008
	Iteration 34Q: 3 clusters Score -2.040975e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142373 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -20409762.000000 Penalty: 5890.833008
	Iteration 35Q: 3 clusters Score -2.040976e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142405 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -20409738.000000 Penalty: 5890.833008
	Iteration 36Q: 3 clusters Score -2.040974e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142438 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20409748.000000 Penalty: 5890.833008
	Iteration 37Q: 3 clusters Score -2.040975e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142471 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -20409750.000000 Penalty: 5890.833008
	Iteration 38Q: 3 clusters Score -2.040975e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142503 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -20409764.000000 Penalty: 5890.833008
	Iteration 39Q: 3 clusters Score -2.040976e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20409778.000000 Penalty: 5890.833008
	Iteration 40F: 3 clusters Score -2.040978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142553 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -20409806.000000 Penalty: 5890.833008
	Iteration 41Q: 3 clusters Score -2.040981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142566 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20409808.000000 Penalty: 5890.833008
	Iteration 42Q: 3 clusters Score -2.040981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142578 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -20409814.000000 Penalty: 5890.833008
	Iteration 43Q: 3 clusters Score -2.040981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142584 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -20409822.000000 Penalty: 5890.833008
	Iteration 44Q: 3 clusters Score -2.040982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142589 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20409822.000000 Penalty: 5890.833008
	Iteration 45Q: 3 clusters Score -2.040982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142595 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20409828.000000 Penalty: 5890.833008
	Iteration 46Q: 3 clusters Score -2.040983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142605 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -20409838.000000 Penalty: 5890.833008
	Iteration 47Q: 3 clusters Score -2.040984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142617 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -20409830.000000 Penalty: 5890.833008
	Iteration 48Q: 3 clusters Score -2.040983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142622 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -20409838.000000 Penalty: 5890.833008
	Iteration 49Q: 3 clusters Score -2.040984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142630 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -20409842.000000 Penalty: 5890.833008
	Iteration 50Q: 3 clusters Score -2.040984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142636 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -20409848.000000 Penalty: 5890.833008
	Iteration 51Q: 3 clusters Score -2.040985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142640 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -20409852.000000 Penalty: 5890.833008
	Iteration 52Q: 3 clusters Score -2.040985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142641 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20409858.000000 Penalty: 5890.833008
	Iteration 53Q: 3 clusters Score -2.040986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142646 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -20409872.000000 Penalty: 5890.833008
	Iteration 54Q: 3 clusters Score -2.040987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142652 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -20409864.000000 Penalty: 5890.833008
	Iteration 55Q: 3 clusters Score -2.040986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142658 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20409874.000000 Penalty: 5890.833008
	Iteration 56Q: 3 clusters Score -2.040987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142665 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -20409880.000000 Penalty: 5890.833008
	Iteration 57Q: 3 clusters Score -2.040988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142671 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -20409880.000000 Penalty: 5890.833008
	Iteration 58Q: 3 clusters Score -2.040988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142675 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -20409876.000000 Penalty: 5890.833008
	Iteration 59Q: 3 clusters Score -2.040988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142676 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -20409874.000000 Penalty: 5890.833008
	Iteration 60F: 3 clusters Score -2.040987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142678 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -20409868.000000 Penalty: 5890.833008
	Iteration 61Q: 3 clusters Score -2.040987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142677 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -20409874.000000 Penalty: 5890.833008
	Iteration 62Q: 3 clusters Score -2.040987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142677 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -20409874.000000 Penalty: 5890.833008
	Iteration 63F: 3 clusters Score -2.040987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Entering Unmasked Estep 
Score: -1880415.125000 Penalty: 2351.887207
	Iteration 0F: 2 clusters Score -1880415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1870658.750000 Penalty: 4703.774414
	Iteration 0F: 3 clusters Score -1870659 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1873641.000000 Penalty: 4703.774414
	Iteration 1F: 3 clusters Score -1873641 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1873934.750000 Penalty: 4703.774414
	Iteration 2F: 3 clusters Score -1873935 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1874159.250000 Penalty: 4703.774414
	Iteration 3Q: 3 clusters Score -1874159 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1874351.250000 Penalty: 4703.774414
	Iteration 4Q: 3 clusters Score -1874351 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1874550.625000 Penalty: 4703.774414
	Iteration 5Q: 3 clusters Score -1874551 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1874748.375000 Penalty: 4703.774414
	Iteration 6Q: 3 clusters Score -1874748 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1875024.750000 Penalty: 4703.774414
	Iteration 7Q: 3 clusters Score -1875025 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1875393.625000 Penalty: 4703.774414
	Iteration 8Q: 3 clusters Score -1875394 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1875861.000000 Penalty: 4703.774414
	Iteration 9F: 3 clusters Score -1875861 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1876377.000000 Penalty: 4703.774414
	Iteration 10F: 3 clusters Score -1876377 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1876926.125000 Penalty: 4703.774414
	Iteration 11F: 3 clusters Score -1876926 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1877452.500000 Penalty: 4703.774414
	Iteration 12Q: 3 clusters Score -1877452 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1877781.750000 Penalty: 4703.774414
	Iteration 13Q: 3 clusters Score -1877782 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1878014.125000 Penalty: 4703.774414
	Iteration 14Q: 3 clusters Score -1878014 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1878181.625000 Penalty: 4703.774414
	Iteration 15Q: 3 clusters Score -1878182 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1878291.125000 Penalty: 4703.774414
	Iteration 16Q: 3 clusters Score -1878291 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1878368.000000 Penalty: 4703.774414
	Iteration 17Q: 3 clusters Score -1878368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1878419.125000 Penalty: 4703.774414
	Iteration 18Q: 3 clusters Score -1878419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1878450.375000 Penalty: 4703.774414
	Iteration 19Q: 3 clusters Score -1878450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1878463.750000 Penalty: 4703.774414
	Iteration 20F: 3 clusters Score -1878464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1878491.750000 Penalty: 4703.774414
	Iteration 21Q: 3 clusters Score -1878492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1878511.875000 Penalty: 4703.774414
	Iteration 22Q: 3 clusters Score -1878512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1878521.625000 Penalty: 4703.774414
	Iteration 23Q: 3 clusters Score -1878522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1878539.375000 Penalty: 4703.774414
	Iteration 24Q: 3 clusters Score -1878539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1878553.375000 Penalty: 4703.774414
	Iteration 25Q: 3 clusters Score -1878553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1878556.750000 Penalty: 4703.774414
	Iteration 26Q: 3 clusters Score -1878557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1878558.375000 Penalty: 4703.774414
	Iteration 27Q: 3 clusters Score -1878558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1878558.875000 Penalty: 4703.774414
	Iteration 28Q: 3 clusters Score -1878559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1878558.125000 Penalty: 4703.774414
	Iteration 29Q: 3 clusters Score -1878558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1878558.125000 Penalty: 4703.774414
	Iteration 30F: 3 clusters Score -1878558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -54171.578125 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -54171.58 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 224 members 
Entering Unmasked Estep 
Score: -52798.761719 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -52798.76 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53101.207031 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -53101.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53313.222656 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -53313.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -53375.367188 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -53375.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53415.265625 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -53415.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53437.210938 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -53437.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53439.707031 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -53439.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53439.707031 Penalty: 3007.637451
	Iteration 7F: 3 clusters Score -53439.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -261871.015625 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -261871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -259292.734375 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -259292.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -259763.015625 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -259763 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -259948.500000 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -259948.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -260096.484375 Penalty: 3739.093506
	Iteration 3F: 3 clusters Score -260096.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -260215.687500 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -260215.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -260320.781250 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -260320.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -260383.312500 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -260383.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -260433.406250 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -260433.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -260483.296875 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -260483.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -260506.062500 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -260506.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -260526.140625 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -260526.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -260540.906250 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -260540.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -260548.203125 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -260548.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -260556.921875 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -260556.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -260564.093750 Penalty: 3739.093506
	Iteration 14Q: 3 clusters Score -260564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -260572.468750 Penalty: 3739.093506
	Iteration 15Q: 3 clusters Score -260572.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -260585.203125 Penalty: 3739.093506
	Iteration 16Q: 3 clusters Score -260585.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -260598.437500 Penalty: 3739.093506
	Iteration 17Q: 3 clusters Score -260598.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -260609.750000 Penalty: 3739.093506
	Iteration 18Q: 3 clusters Score -260609.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -260615.140625 Penalty: 3739.093506
	Iteration 19Q: 3 clusters Score -260615.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -260620.984375 Penalty: 3739.093506
	Iteration 20F: 3 clusters Score -260621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -260627.703125 Penalty: 3739.093506
	Iteration 21Q: 3 clusters Score -260627.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -260629.484375 Penalty: 3739.093506
	Iteration 22Q: 3 clusters Score -260629.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -260632.125000 Penalty: 3739.093506
	Iteration 23Q: 3 clusters Score -260632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -260637.375000 Penalty: 3739.093506
	Iteration 24Q: 3 clusters Score -260637.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -260644.875000 Penalty: 3739.093506
	Iteration 25Q: 3 clusters Score -260644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -260647.390625 Penalty: 3739.093506
	Iteration 26Q: 3 clusters Score -260647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -260649.421875 Penalty: 3739.093506
	Iteration 27Q: 3 clusters Score -260649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -260650.000000 Penalty: 3739.093506
	Iteration 28Q: 3 clusters Score -260650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -260650.000000 Penalty: 3739.093506
	Iteration 29F: 3 clusters Score -260650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -25000.376953 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -25000.38 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 123 members 
Entering Unmasked Estep 
Score: -23856.273438 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -23856.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24185.505859 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -24185.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24513.593750 Penalty: 2738.644775
	Iteration 2F: 3 clusters Score -24513.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24673.117188 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -24673.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24747.324219 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -24747.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24776.142578 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -24776.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24778.193359 Penalty: 2738.644775
	Iteration 6Q: 3 clusters Score -24778.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24778.193359 Penalty: 2738.644775
	Iteration 7F: 3 clusters Score -24778.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (144807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144807 members 
Entering Unmasked Estep 
Score: -20313700.000000 Penalty: 2947.022949
	Iteration 0F: 2 clusters Score -2.03137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 72342 members 
Entering Unmasked Estep 
Score: -20219890.000000 Penalty: 5894.045898
	Iteration 0F: 3 clusters Score -2.021989e+07 nChanged 69168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -20259910.000000 Penalty: 5894.045898
	Iteration 1F: 3 clusters Score -2.025991e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -20260592.000000 Penalty: 5894.045898
	Iteration 2Q: 3 clusters Score -2.026059e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -20261202.000000 Penalty: 5894.045898
	Iteration 3Q: 3 clusters Score -2.02612e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 68437 members 
Entering Unmasked Estep 
Score: -20261864.000000 Penalty: 5894.045898
	Iteration 4Q: 3 clusters Score -2.026186e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78742 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -20262786.000000 Penalty: 5894.045898
	Iteration 5Q: 3 clusters Score -2.026279e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -20264044.000000 Penalty: 5894.045898
	Iteration 6Q: 3 clusters Score -2.026404e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87596 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -20266168.000000 Penalty: 5894.045898
	Iteration 7Q: 3 clusters Score -2.026617e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95063 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -20269970.000000 Penalty: 5894.045898
	Iteration 8F: 3 clusters Score -2.026997e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -20276602.000000 Penalty: 5894.045898
	Iteration 9F: 3 clusters Score -2.02766e+07 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117422 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -20285902.000000 Penalty: 5894.045898
	Iteration 10F: 3 clusters Score -2.02859e+07 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -20296616.000000 Penalty: 5894.045898
	Iteration 11F: 3 clusters Score -2.029662e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137990 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -20304584.000000 Penalty: 5894.045898
	Iteration 12F: 3 clusters Score -2.030458e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142078 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -20308522.000000 Penalty: 5894.045898
	Iteration 13Q: 3 clusters Score -2.030852e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143550 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -20309946.000000 Penalty: 5894.045898
	Iteration 14Q: 3 clusters Score -2.030995e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144085 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -20310492.000000 Penalty: 5894.045898
	Iteration 15Q: 3 clusters Score -2.031049e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144292 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -20310754.000000 Penalty: 5894.045898
	Iteration 16Q: 3 clusters Score -2.031075e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144371 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -20310896.000000 Penalty: 5894.045898
	Iteration 17Q: 3 clusters Score -2.03109e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144414 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20310966.000000 Penalty: 5894.045898
	Iteration 18Q: 3 clusters Score -2.031097e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144426 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -20311010.000000 Penalty: 5894.045898
	Iteration 19Q: 3 clusters Score -2.031101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144436 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20311020.000000 Penalty: 5894.045898
	Iteration 20F: 3 clusters Score -2.031102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144438 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -20311030.000000 Penalty: 5894.045898
	Iteration 21Q: 3 clusters Score -2.031103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144444 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -20311040.000000 Penalty: 5894.045898
	Iteration 22Q: 3 clusters Score -2.031104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144452 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20311052.000000 Penalty: 5894.045898
	Iteration 23Q: 3 clusters Score -2.031105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144452 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20311054.000000 Penalty: 5894.045898
	Iteration 24Q: 3 clusters Score -2.031105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144453 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -20311044.000000 Penalty: 5894.045898
	Iteration 25Q: 3 clusters Score -2.031104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144452 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20311048.000000 Penalty: 5894.045898
	Iteration 26Q: 3 clusters Score -2.031105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144453 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -20311052.000000 Penalty: 5894.045898
	Iteration 27Q: 3 clusters Score -2.031105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144453 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -20311052.000000 Penalty: 5894.045898
	Iteration 28F: 3 clusters Score -2.031105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Entering Unmasked Estep 
Score: -949706.750000 Penalty: 2185.658936
	Iteration 0F: 2 clusters Score -949706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -944025.187500 Penalty: 4371.317871
	Iteration 0F: 3 clusters Score -944025.2 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -945487.875000 Penalty: 4371.317871
	Iteration 1F: 3 clusters Score -945487.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -945755.375000 Penalty: 4371.317871
	Iteration 2F: 3 clusters Score -945755.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -945935.500000 Penalty: 4371.317871
	Iteration 3F: 3 clusters Score -945935.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -946080.000000 Penalty: 4371.317871
	Iteration 4Q: 3 clusters Score -946080 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -946186.000000 Penalty: 4371.317871
	Iteration 5Q: 3 clusters Score -946186 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -946271.875000 Penalty: 4371.317871
	Iteration 6Q: 3 clusters Score -946271.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -946346.750000 Penalty: 4371.317871
	Iteration 7Q: 3 clusters Score -946346.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -946426.500000 Penalty: 4371.317871
	Iteration 8Q: 3 clusters Score -946426.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -946502.250000 Penalty: 4371.317871
	Iteration 9Q: 3 clusters Score -946502.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -946581.250000 Penalty: 4371.317871
	Iteration 10Q: 3 clusters Score -946581.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -946666.687500 Penalty: 4371.317871
	Iteration 11Q: 3 clusters Score -946666.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -946757.375000 Penalty: 4371.317871
	Iteration 12Q: 3 clusters Score -946757.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -946841.625000 Penalty: 4371.317871
	Iteration 13Q: 3 clusters Score -946841.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -946931.062500 Penalty: 4371.317871
	Iteration 14Q: 3 clusters Score -946931.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -947020.062500 Penalty: 4371.317871
	Iteration 15Q: 3 clusters Score -947020.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -947094.875000 Penalty: 4371.317871
	Iteration 16Q: 3 clusters Score -947094.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -947178.875000 Penalty: 4371.317871
	Iteration 17Q: 3 clusters Score -947178.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -947279.312500 Penalty: 4371.317871
	Iteration 18Q: 3 clusters Score -947279.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -947389.562500 Penalty: 4371.317871
	Iteration 19Q: 3 clusters Score -947389.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -947490.062500 Penalty: 4371.317871
	Iteration 20F: 3 clusters Score -947490.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -947560.875000 Penalty: 4371.317871
	Iteration 21Q: 3 clusters Score -947560.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -947611.250000 Penalty: 4371.317871
	Iteration 22Q: 3 clusters Score -947611.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -947648.125000 Penalty: 4371.317871
	Iteration 23Q: 3 clusters Score -947648.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -947676.937500 Penalty: 4371.317871
	Iteration 24Q: 3 clusters Score -947676.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -947704.437500 Penalty: 4371.317871
	Iteration 25Q: 3 clusters Score -947704.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -947732.375000 Penalty: 4371.317871
	Iteration 26Q: 3 clusters Score -947732.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -947753.437500 Penalty: 4371.317871
	Iteration 27Q: 3 clusters Score -947753.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -947767.062500 Penalty: 4371.317871
	Iteration 28Q: 3 clusters Score -947767.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -947776.000000 Penalty: 4371.317871
	Iteration 29Q: 3 clusters Score -947776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -947786.437500 Penalty: 4371.317871
	Iteration 30Q: 3 clusters Score -947786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -947795.687500 Penalty: 4371.317871
	Iteration 31Q: 3 clusters Score -947795.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -947805.375000 Penalty: 4371.317871
	Iteration 32Q: 3 clusters Score -947805.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -947816.375000 Penalty: 4371.317871
	Iteration 33Q: 3 clusters Score -947816.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -947823.500000 Penalty: 4371.317871
	Iteration 34Q: 3 clusters Score -947823.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -947830.687500 Penalty: 4371.317871
	Iteration 35Q: 3 clusters Score -947830.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -947830.875000 Penalty: 4371.317871
	Iteration 36Q: 3 clusters Score -947830.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -947830.437500 Penalty: 4371.317871
	Iteration 37Q: 3 clusters Score -947830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -947834.500000 Penalty: 4371.317871
	Iteration 38Q: 3 clusters Score -947834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -947834.687500 Penalty: 4371.317871
	Iteration 39Q: 3 clusters Score -947834.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -947834.687500 Penalty: 4371.317871
	Iteration 40F: 3 clusters Score -947834.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Entering Unmasked Estep 
Score: -5044260.500000 Penalty: 2597.310303
	Iteration 0F: 2 clusters Score -5044260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5020217.500000 Penalty: 5194.620605
	Iteration 0F: 3 clusters Score -5020218 nChanged 16093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -5029164.000000 Penalty: 5194.620605
	Iteration 1F: 3 clusters Score -5029164 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -5029613.500000 Penalty: 5194.620605
	Iteration 2Q: 3 clusters Score -5029614 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -5030075.000000 Penalty: 5194.620605
	Iteration 3Q: 3 clusters Score -5030075 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -5030594.500000 Penalty: 5194.620605
	Iteration 4Q: 3 clusters Score -5030594 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -5031265.000000 Penalty: 5194.620605
	Iteration 5Q: 3 clusters Score -5031265 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -5032241.500000 Penalty: 5194.620605
	Iteration 6F: 3 clusters Score -5032242 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -5033773.500000 Penalty: 5194.620605
	Iteration 7F: 3 clusters Score -5033774 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -5035834.000000 Penalty: 5194.620605
	Iteration 8F: 3 clusters Score -5035834 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -5038006.000000 Penalty: 5194.620605
	Iteration 9F: 3 clusters Score -5038006 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -5039710.000000 Penalty: 5194.620605
	Iteration 10Q: 3 clusters Score -5039710 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -5040802.000000 Penalty: 5194.620605
	Iteration 11Q: 3 clusters Score -5040802 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -5041326.500000 Penalty: 5194.620605
	Iteration 12Q: 3 clusters Score -5041326 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -5041534.500000 Penalty: 5194.620605
	Iteration 13Q: 3 clusters Score -5041534 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -5041674.500000 Penalty: 5194.620605
	Iteration 14Q: 3 clusters Score -5041674 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -5041770.000000 Penalty: 5194.620605
	Iteration 15Q: 3 clusters Score -5041770 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -5041837.500000 Penalty: 5194.620605
	Iteration 16Q: 3 clusters Score -5041838 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -5041899.000000 Penalty: 5194.620605
	Iteration 17Q: 3 clusters Score -5041899 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -5041911.500000 Penalty: 5194.620605
	Iteration 18Q: 3 clusters Score -5041912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -5041962.000000 Penalty: 5194.620605
	Iteration 19Q: 3 clusters Score -5041962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -5041980.000000 Penalty: 5194.620605
	Iteration 20F: 3 clusters Score -5041980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -5042010.000000 Penalty: 5194.620605
	Iteration 21Q: 3 clusters Score -5042010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -5042026.500000 Penalty: 5194.620605
	Iteration 22Q: 3 clusters Score -5042026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -5042052.500000 Penalty: 5194.620605
	Iteration 23Q: 3 clusters Score -5042052 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -5042071.000000 Penalty: 5194.620605
	Iteration 24Q: 3 clusters Score -5042071 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -5042081.000000 Penalty: 5194.620605
	Iteration 25Q: 3 clusters Score -5042081 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -5042093.000000 Penalty: 5194.620605
	Iteration 26Q: 3 clusters Score -5042093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5042098.000000 Penalty: 5194.620605
	Iteration 27Q: 3 clusters Score -5042098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5042128.500000 Penalty: 5194.620605
	Iteration 28Q: 3 clusters Score -5042128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -5042138.000000 Penalty: 5194.620605
	Iteration 29Q: 3 clusters Score -5042138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -5042138.500000 Penalty: 5194.620605
	Iteration 30Q: 3 clusters Score -5042138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -5042151.500000 Penalty: 5194.620605
	Iteration 31Q: 3 clusters Score -5042152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -5042155.000000 Penalty: 5194.620605
	Iteration 32Q: 3 clusters Score -5042155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -5042151.000000 Penalty: 5194.620605
	Iteration 33Q: 3 clusters Score -5042151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -5042153.000000 Penalty: 5194.620605
	Iteration 34Q: 3 clusters Score -5042153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -5042161.000000 Penalty: 5194.620605
	Iteration 35Q: 3 clusters Score -5042161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -5042162.500000 Penalty: 5194.620605
	Iteration 36Q: 3 clusters Score -5042162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -5042168.500000 Penalty: 5194.620605
	Iteration 37Q: 3 clusters Score -5042168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -5042169.000000 Penalty: 5194.620605
	Iteration 38Q: 3 clusters Score -5042169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -5042173.500000 Penalty: 5194.620605
	Iteration 39Q: 3 clusters Score -5042174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -5042163.500000 Penalty: 5194.620605
	Iteration 40F: 3 clusters Score -5042164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -5042175.000000 Penalty: 5194.620605
	Iteration 41Q: 3 clusters Score -5042175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -5042182.000000 Penalty: 5194.620605
	Iteration 42Q: 3 clusters Score -5042182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -5042184.500000 Penalty: 5194.620605
	Iteration 43Q: 3 clusters Score -5042184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -5042179.500000 Penalty: 5194.620605
	Iteration 44Q: 3 clusters Score -5042180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -5042179.000000 Penalty: 5194.620605
	Iteration 45Q: 3 clusters Score -5042179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -5042190.000000 Penalty: 5194.620605
	Iteration 46Q: 3 clusters Score -5042190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -5042191.500000 Penalty: 5194.620605
	Iteration 47Q: 3 clusters Score -5042192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -5042189.000000 Penalty: 5194.620605
	Iteration 48Q: 3 clusters Score -5042189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -5042185.000000 Penalty: 5194.620605
	Iteration 49Q: 3 clusters Score -5042185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -5042190.500000 Penalty: 5194.620605
	Iteration 50Q: 3 clusters Score -5042190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -5042185.500000 Penalty: 5194.620605
	Iteration 51Q: 3 clusters Score -5042186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -5042186.000000 Penalty: 5194.620605
	Iteration 52Q: 3 clusters Score -5042186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -5042198.000000 Penalty: 5194.620605
	Iteration 53Q: 3 clusters Score -5042198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -5042198.000000 Penalty: 5194.620605
	Iteration 54F: 3 clusters Score -5042198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (123244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123244 members 
Entering Unmasked Estep 
Score: -17374956.000000 Penalty: 2907.036377
	Iteration 0F: 2 clusters Score -1.737496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -17292872.000000 Penalty: 5814.072754
	Iteration 0F: 3 clusters Score -1.729287e+07 nChanged 58772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -17326554.000000 Penalty: 5814.072754
	Iteration 1F: 3 clusters Score -1.732655e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -17327388.000000 Penalty: 5814.072754
	Iteration 2Q: 3 clusters Score -1.732739e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -17328148.000000 Penalty: 5814.072754
	Iteration 3Q: 3 clusters Score -1.732815e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -17328938.000000 Penalty: 5814.072754
	Iteration 4Q: 3 clusters Score -1.732894e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -17329736.000000 Penalty: 5814.072754
	Iteration 5Q: 3 clusters Score -1.732974e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -17330514.000000 Penalty: 5814.072754
	Iteration 6Q: 3 clusters Score -1.733051e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -17331710.000000 Penalty: 5814.072754
	Iteration 7Q: 3 clusters Score -1.733171e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 69060 members 
Entering Unmasked Estep 
Score: -17333646.000000 Penalty: 5814.072754
	Iteration 8Q: 3 clusters Score -1.733365e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 72216 members 
Entering Unmasked Estep 
Score: -17336770.000000 Penalty: 5814.072754
	Iteration 9Q: 3 clusters Score -1.733677e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -17341440.000000 Penalty: 5814.072754
	Iteration 10F: 3 clusters Score -1.734144e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -17347334.000000 Penalty: 5814.072754
	Iteration 11F: 3 clusters Score -1.734733e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 83888 members 
Entering Unmasked Estep 
Score: -17352242.000000 Penalty: 5814.072754
	Iteration 12F: 3 clusters Score -1.735224e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -17355214.000000 Penalty: 5814.072754
	Iteration 13Q: 3 clusters Score -1.735521e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 88899 members 
Entering Unmasked Estep 
Score: -17356646.000000 Penalty: 5814.072754
	Iteration 14Q: 3 clusters Score -1.735665e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -17357504.000000 Penalty: 5814.072754
	Iteration 15Q: 3 clusters Score -1.73575e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 93324 members 
Entering Unmasked Estep 
Score: -17358394.000000 Penalty: 5814.072754
	Iteration 16Q: 3 clusters Score -1.735839e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -17359114.000000 Penalty: 5814.072754
	Iteration 17Q: 3 clusters Score -1.735911e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -17360000.000000 Penalty: 5814.072754
	Iteration 18Q: 3 clusters Score -1.736e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 100224 members 
Entering Unmasked Estep 
Score: -17360996.000000 Penalty: 5814.072754
	Iteration 19Q: 3 clusters Score -1.7361e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 102762 members 
Entering Unmasked Estep 
Score: -17362028.000000 Penalty: 5814.072754
	Iteration 20F: 3 clusters Score -1.736203e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 105142 members 
Entering Unmasked Estep 
Score: -17362964.000000 Penalty: 5814.072754
	Iteration 21Q: 3 clusters Score -1.736296e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 107534 members 
Entering Unmasked Estep 
Score: -17364102.000000 Penalty: 5814.072754
	Iteration 22Q: 3 clusters Score -1.73641e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 109845 members 
Entering Unmasked Estep 
Score: -17365280.000000 Penalty: 5814.072754
	Iteration 23Q: 3 clusters Score -1.736528e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 112056 members 
Entering Unmasked Estep 
Score: -17366424.000000 Penalty: 5814.072754
	Iteration 24Q: 3 clusters Score -1.736642e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -17367488.000000 Penalty: 5814.072754
	Iteration 25Q: 3 clusters Score -1.736749e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 116065 members 
Entering Unmasked Estep 
Score: -17368646.000000 Penalty: 5814.072754
	Iteration 26Q: 3 clusters Score -1.736865e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 117642 members 
Entering Unmasked Estep 
Score: -17369634.000000 Penalty: 5814.072754
	Iteration 27Q: 3 clusters Score -1.736963e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 118896 members 
Entering Unmasked Estep 
Score: -17370490.000000 Penalty: 5814.072754
	Iteration 28Q: 3 clusters Score -1.737049e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 119792 members 
Entering Unmasked Estep 
Score: -17371098.000000 Penalty: 5814.072754
	Iteration 29Q: 3 clusters Score -1.73711e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 120474 members 
Entering Unmasked Estep 
Score: -17371568.000000 Penalty: 5814.072754
	Iteration 30Q: 3 clusters Score -1.737157e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 120928 members 
Entering Unmasked Estep 
Score: -17371938.000000 Penalty: 5814.072754
	Iteration 31Q: 3 clusters Score -1.737194e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 121241 members 
Entering Unmasked Estep 
Score: -17372092.000000 Penalty: 5814.072754
	Iteration 32Q: 3 clusters Score -1.737209e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 121484 members 
Entering Unmasked Estep 
Score: -17372234.000000 Penalty: 5814.072754
	Iteration 33Q: 3 clusters Score -1.737223e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 121656 members 
Entering Unmasked Estep 
Score: -17372330.000000 Penalty: 5814.072754
	Iteration 34Q: 3 clusters Score -1.737233e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 121781 members 
Entering Unmasked Estep 
Score: -17372420.000000 Penalty: 5814.072754
	Iteration 35Q: 3 clusters Score -1.737242e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 121875 members 
Entering Unmasked Estep 
Score: -17372460.000000 Penalty: 5814.072754
	Iteration 36Q: 3 clusters Score -1.737246e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 121934 members 
Entering Unmasked Estep 
Score: -17372476.000000 Penalty: 5814.072754
	Iteration 37Q: 3 clusters Score -1.737248e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 121992 members 
Entering Unmasked Estep 
Score: -17372524.000000 Penalty: 5814.072754
	Iteration 38Q: 3 clusters Score -1.737252e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 122037 members 
Entering Unmasked Estep 
Score: -17372544.000000 Penalty: 5814.072754
	Iteration 39Q: 3 clusters Score -1.737254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 122066 members 
Entering Unmasked Estep 
Score: -17372554.000000 Penalty: 5814.072754
	Iteration 40F: 3 clusters Score -1.737255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 122080 members 
Entering Unmasked Estep 
Score: -17372564.000000 Penalty: 5814.072754
	Iteration 41Q: 3 clusters Score -1.737256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 122086 members 
Entering Unmasked Estep 
Score: -17372566.000000 Penalty: 5814.072754
	Iteration 42Q: 3 clusters Score -1.737257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 122090 members 
Entering Unmasked Estep 
Score: -17372562.000000 Penalty: 5814.072754
	Iteration 43Q: 3 clusters Score -1.737256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 122095 members 
Entering Unmasked Estep 
Score: -17372566.000000 Penalty: 5814.072754
	Iteration 44Q: 3 clusters Score -1.737257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 122100 members 
Entering Unmasked Estep 
Score: -17372568.000000 Penalty: 5814.072754
	Iteration 45Q: 3 clusters Score -1.737257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 122109 members 
Entering Unmasked Estep 
Score: -17372564.000000 Penalty: 5814.072754
	Iteration 46Q: 3 clusters Score -1.737256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 122119 members 
Entering Unmasked Estep 
Score: -17372576.000000 Penalty: 5814.072754
	Iteration 47Q: 3 clusters Score -1.737258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 122126 members 
Entering Unmasked Estep 
Score: -17372576.000000 Penalty: 5814.072754
	Iteration 48Q: 3 clusters Score -1.737258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 122130 members 
Entering Unmasked Estep 
Score: -17372584.000000 Penalty: 5814.072754
	Iteration 49Q: 3 clusters Score -1.737258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 122140 members 
Entering Unmasked Estep 
Score: -17372592.000000 Penalty: 5814.072754
	Iteration 50Q: 3 clusters Score -1.737259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 122146 members 
Entering Unmasked Estep 
Score: -17372574.000000 Penalty: 5814.072754
	Iteration 51Q: 3 clusters Score -1.737257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 122153 members 
Entering Unmasked Estep 
Score: -17372584.000000 Penalty: 5814.072754
	Iteration 52Q: 3 clusters Score -1.737258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 122161 members 
Entering Unmasked Estep 
Score: -17372596.000000 Penalty: 5814.072754
	Iteration 53Q: 3 clusters Score -1.73726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 122164 members 
Entering Unmasked Estep 
Score: -17372592.000000 Penalty: 5814.072754
	Iteration 54Q: 3 clusters Score -1.737259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 122168 members 
Entering Unmasked Estep 
Score: -17372590.000000 Penalty: 5814.072754
	Iteration 55Q: 3 clusters Score -1.737259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 122171 members 
Entering Unmasked Estep 
Score: -17372598.000000 Penalty: 5814.072754
	Iteration 56Q: 3 clusters Score -1.73726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 122176 members 
Entering Unmasked Estep 
Score: -17372598.000000 Penalty: 5814.072754
	Iteration 57Q: 3 clusters Score -1.73726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 122186 members 
Entering Unmasked Estep 
Score: -17372616.000000 Penalty: 5814.072754
	Iteration 58Q: 3 clusters Score -1.737262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 122194 members 
Entering Unmasked Estep 
Score: -17372620.000000 Penalty: 5814.072754
	Iteration 59Q: 3 clusters Score -1.737262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 122197 members 
Entering Unmasked Estep 
Score: -17372614.000000 Penalty: 5814.072754
	Iteration 60F: 3 clusters Score -1.737261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 122201 members 
Entering Unmasked Estep 
Score: -17372616.000000 Penalty: 5814.072754
	Iteration 61Q: 3 clusters Score -1.737262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 122203 members 
Entering Unmasked Estep 
Score: -17372624.000000 Penalty: 5814.072754
	Iteration 62Q: 3 clusters Score -1.737262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 122205 members 
Entering Unmasked Estep 
Score: -17372618.000000 Penalty: 5814.072754
	Iteration 63Q: 3 clusters Score -1.737262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 122206 members 
Entering Unmasked Estep 
Score: -17372630.000000 Penalty: 5814.072754
	Iteration 64Q: 3 clusters Score -1.737263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 122207 members 
Entering Unmasked Estep 
Score: -17372622.000000 Penalty: 5814.072754
	Iteration 65Q: 3 clusters Score -1.737262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 122207 members 
Entering Unmasked Estep 
Score: -17372614.000000 Penalty: 5814.072754
	Iteration 66Q: 3 clusters Score -1.737261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 122208 members 
Entering Unmasked Estep 
Score: -17372610.000000 Penalty: 5814.072754
	Iteration 67Q: 3 clusters Score -1.737261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 122208 members 
Entering Unmasked Estep 
Score: -17372610.000000 Penalty: 5814.072754
	Iteration 68F: 3 clusters Score -1.737261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -62664.828125 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -62664.83 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 252 members 
Entering Unmasked Estep 
Score: -61141.878906 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -61141.88 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61359.253906 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -61359.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61456.488281 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -61456.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61548.898438 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -61548.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61578.070312 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -61578.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61639.523438 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -61639.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61657.968750 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -61657.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61673.152344 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -61673.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61688.171875 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -61688.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61708.511719 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -61708.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61735.316406 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -61735.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61767.527344 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -61767.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61808.710938 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -61808.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61850.355469 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -61850.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61912.574219 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -61912.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61954.140625 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -61954.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61978.898438 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -61978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61995.605469 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -61995.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62009.105469 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -62009.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62018.718750 Penalty: 3089.341309
	Iteration 19Q: 3 clusters Score -62018.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62049.523438 Penalty: 3089.341309
	Iteration 20F: 3 clusters Score -62049.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62195.738281 Penalty: 3089.341309
	Iteration 21Q: 3 clusters Score -62195.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62214.988281 Penalty: 3089.341309
	Iteration 22Q: 3 clusters Score -62214.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62219.109375 Penalty: 3089.341309
	Iteration 23Q: 3 clusters Score -62219.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62219.109375 Penalty: 3089.341309
	Iteration 24F: 3 clusters Score -62219.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Entering Unmasked Estep 
Score: -5521851.000000 Penalty: 2619.149170
	Iteration 0F: 2 clusters Score -5521851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -5495642.000000 Penalty: 5238.298340
	Iteration 0F: 3 clusters Score -5495642 nChanged 17619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -5505184.000000 Penalty: 5238.298340
	Iteration 1F: 3 clusters Score -5505184 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -5505746.500000 Penalty: 5238.298340
	Iteration 2Q: 3 clusters Score -5505746 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -5506307.000000 Penalty: 5238.298340
	Iteration 3Q: 3 clusters Score -5506307 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -5507026.500000 Penalty: 5238.298340
	Iteration 4Q: 3 clusters Score -5507026 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -5508005.000000 Penalty: 5238.298340
	Iteration 5F: 3 clusters Score -5508005 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -5509304.000000 Penalty: 5238.298340
	Iteration 6F: 3 clusters Score -5509304 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -5511163.500000 Penalty: 5238.298340
	Iteration 7F: 3 clusters Score -5511164 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -5513495.500000 Penalty: 5238.298340
	Iteration 8F: 3 clusters Score -5513496 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5515676.000000 Penalty: 5238.298340
	Iteration 9F: 3 clusters Score -5515676 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5517365.000000 Penalty: 5238.298340
	Iteration 10Q: 3 clusters Score -5517365 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5518368.000000 Penalty: 5238.298340
	Iteration 11Q: 3 clusters Score -5518368 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5518922.500000 Penalty: 5238.298340
	Iteration 12Q: 3 clusters Score -5518922 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5519240.000000 Penalty: 5238.298340
	Iteration 13Q: 3 clusters Score -5519240 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5519403.000000 Penalty: 5238.298340
	Iteration 14Q: 3 clusters Score -5519403 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5519496.000000 Penalty: 5238.298340
	Iteration 15Q: 3 clusters Score -5519496 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5519555.000000 Penalty: 5238.298340
	Iteration 16Q: 3 clusters Score -5519555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5519595.000000 Penalty: 5238.298340
	Iteration 17Q: 3 clusters Score -5519595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5519615.000000 Penalty: 5238.298340
	Iteration 18Q: 3 clusters Score -5519615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5519615.500000 Penalty: 5238.298340
	Iteration 19Q: 3 clusters Score -5519616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5519632.000000 Penalty: 5238.298340
	Iteration 20F: 3 clusters Score -5519632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5519644.500000 Penalty: 5238.298340
	Iteration 21Q: 3 clusters Score -5519644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5519655.000000 Penalty: 5238.298340
	Iteration 22Q: 3 clusters Score -5519655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5519654.500000 Penalty: 5238.298340
	Iteration 23Q: 3 clusters Score -5519654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5519667.500000 Penalty: 5238.298340
	Iteration 24Q: 3 clusters Score -5519668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5519667.000000 Penalty: 5238.298340
	Iteration 25Q: 3 clusters Score -5519667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5519667.000000 Penalty: 5238.298340
	Iteration 26Q: 3 clusters Score -5519667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5519672.000000 Penalty: 5238.298340
	Iteration 27Q: 3 clusters Score -5519672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5519675.000000 Penalty: 5238.298340
	Iteration 28Q: 3 clusters Score -5519675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5519685.500000 Penalty: 5238.298340
	Iteration 29Q: 3 clusters Score -5519686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5519688.000000 Penalty: 5238.298340
	Iteration 30Q: 3 clusters Score -5519688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5519688.000000 Penalty: 5238.298340
	Iteration 31F: 3 clusters Score -5519688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -254976.484375 Penalty: 1871.125488
	Iteration 0F: 2 clusters Score -254976.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -252412.500000 Penalty: 3742.250977
	Iteration 0F: 3 clusters Score -252412.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -252845.718750 Penalty: 3742.250977
	Iteration 1F: 3 clusters Score -252845.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -252978.281250 Penalty: 3742.250977
	Iteration 2F: 3 clusters Score -252978.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -253065.734375 Penalty: 3742.250977
	Iteration 3F: 3 clusters Score -253065.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -253112.281250 Penalty: 3742.250977
	Iteration 4Q: 3 clusters Score -253112.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -253154.578125 Penalty: 3742.250977
	Iteration 5Q: 3 clusters Score -253154.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -253188.437500 Penalty: 3742.250977
	Iteration 6Q: 3 clusters Score -253188.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -253203.765625 Penalty: 3742.250977
	Iteration 7Q: 3 clusters Score -253203.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -253216.125000 Penalty: 3742.250977
	Iteration 8Q: 3 clusters Score -253216.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -253224.062500 Penalty: 3742.250977
	Iteration 9Q: 3 clusters Score -253224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -253227.187500 Penalty: 3742.250977
	Iteration 10Q: 3 clusters Score -253227.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -253232.390625 Penalty: 3742.250977
	Iteration 11Q: 3 clusters Score -253232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -253237.906250 Penalty: 3742.250977
	Iteration 12Q: 3 clusters Score -253237.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -253243.781250 Penalty: 3742.250977
	Iteration 13Q: 3 clusters Score -253243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -253246.234375 Penalty: 3742.250977
	Iteration 14Q: 3 clusters Score -253246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -253249.453125 Penalty: 3742.250977
	Iteration 15Q: 3 clusters Score -253249.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -253252.515625 Penalty: 3742.250977
	Iteration 16Q: 3 clusters Score -253252.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -253254.890625 Penalty: 3742.250977
	Iteration 17Q: 3 clusters Score -253254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -253256.375000 Penalty: 3742.250977
	Iteration 18Q: 3 clusters Score -253256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -253258.343750 Penalty: 3742.250977
	Iteration 19Q: 3 clusters Score -253258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -253260.531250 Penalty: 3742.250977
	Iteration 20F: 3 clusters Score -253260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -253262.671875 Penalty: 3742.250977
	Iteration 21Q: 3 clusters Score -253262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -253264.500000 Penalty: 3742.250977
	Iteration 22Q: 3 clusters Score -253264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -253265.828125 Penalty: 3742.250977
	Iteration 23Q: 3 clusters Score -253265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -253265.828125 Penalty: 3742.250977
	Iteration 24F: 3 clusters Score -253265.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -78986.703125 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -78986.7 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 345 members 
Entering Unmasked Estep 
Score: -77345.828125 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -77345.83 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77823.109375 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -77823.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78101.875000 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -78101.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78205.609375 Penalty: 3236.414795
	Iteration 3F: 3 clusters Score -78205.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -78299.578125 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -78299.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78377.343750 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -78377.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -78444.789062 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -78444.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -78561.890625 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -78561.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -78608.054688 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -78608.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -78623.718750 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -78623.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -78644.070312 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -78644.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -78647.898438 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -78647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -78661.000000 Penalty: 3236.414795
	Iteration 12Q: 3 clusters Score -78661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -78665.851562 Penalty: 3236.414795
	Iteration 13Q: 3 clusters Score -78665.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -78672.804688 Penalty: 3236.414795
	Iteration 14Q: 3 clusters Score -78672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -78688.554688 Penalty: 3236.414795
	Iteration 15Q: 3 clusters Score -78688.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -78690.820312 Penalty: 3236.414795
	Iteration 16Q: 3 clusters Score -78690.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -78694.851562 Penalty: 3236.414795
	Iteration 17Q: 3 clusters Score -78694.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -78698.460938 Penalty: 3236.414795
	Iteration 18Q: 3 clusters Score -78698.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -78701.976562 Penalty: 3236.414795
	Iteration 19Q: 3 clusters Score -78701.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -78701.976562 Penalty: 3236.414795
	Iteration 20F: 3 clusters Score -78701.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Entering Unmasked Estep 
Score: -5388376.500000 Penalty: 2622.961670
	Iteration 0F: 2 clusters Score -5388376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -5361858.000000 Penalty: 5245.923340
	Iteration 0F: 3 clusters Score -5361858 nChanged 17922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -5371854.000000 Penalty: 5245.923340
	Iteration 1F: 3 clusters Score -5371854 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -5372638.000000 Penalty: 5245.923340
	Iteration 2Q: 3 clusters Score -5372638 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -5373687.500000 Penalty: 5245.923340
	Iteration 3F: 3 clusters Score -5373688 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -5375391.000000 Penalty: 5245.923340
	Iteration 4F: 3 clusters Score -5375391 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -5377998.500000 Penalty: 5245.923340
	Iteration 5F: 3 clusters Score -5377998 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -5381328.500000 Penalty: 5245.923340
	Iteration 6F: 3 clusters Score -5381328 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -5384046.000000 Penalty: 5245.923340
	Iteration 7F: 3 clusters Score -5384046 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -5385352.000000 Penalty: 5245.923340
	Iteration 8Q: 3 clusters Score -5385352 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -5385829.000000 Penalty: 5245.923340
	Iteration 9Q: 3 clusters Score -5385829 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -5386012.500000 Penalty: 5245.923340
	Iteration 10Q: 3 clusters Score -5386012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -5386087.000000 Penalty: 5245.923340
	Iteration 11Q: 3 clusters Score -5386087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -5386133.500000 Penalty: 5245.923340
	Iteration 12Q: 3 clusters Score -5386134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -5386147.500000 Penalty: 5245.923340
	Iteration 13Q: 3 clusters Score -5386148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5386162.000000 Penalty: 5245.923340
	Iteration 14Q: 3 clusters Score -5386162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -5386185.500000 Penalty: 5245.923340
	Iteration 15Q: 3 clusters Score -5386186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -5386191.500000 Penalty: 5245.923340
	Iteration 16Q: 3 clusters Score -5386192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -5386190.500000 Penalty: 5245.923340
	Iteration 17Q: 3 clusters Score -5386190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -5386192.500000 Penalty: 5245.923340
	Iteration 18Q: 3 clusters Score -5386192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -5386198.000000 Penalty: 5245.923340
	Iteration 19Q: 3 clusters Score -5386198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -5386200.500000 Penalty: 5245.923340
	Iteration 20F: 3 clusters Score -5386200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -5386209.000000 Penalty: 5245.923340
	Iteration 21Q: 3 clusters Score -5386209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -5386203.000000 Penalty: 5245.923340
	Iteration 22Q: 3 clusters Score -5386203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -5386203.000000 Penalty: 5245.923340
	Iteration 23F: 3 clusters Score -5386203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 157066 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 43115 members 
Mstep: Class 8 contains 102104 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179992 members 
Mstep: Class 11 contains 143872 members 
Mstep: Class 12 contains 13140 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 144807 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 35349 members 
Mstep: Class 19 contains 123244 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38603 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147115008.000000 Penalty: 82566.710938
Iteration 239Q: 25 clusters Score -1.47115e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1039 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 157031 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3989 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 43062 members 
Mstep: Class 8 contains 102023 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179974 members 
Mstep: Class 11 contains 143822 members 
Mstep: Class 12 contains 13164 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 144625 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 35341 members 
Mstep: Class 19 contains 123658 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38598 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39199 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 25 clusters Score -1.471156e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 1026 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 156943 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3986 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 43027 members 
Mstep: Class 8 contains 101943 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179935 members 
Mstep: Class 11 contains 143763 members 
Mstep: Class 12 contains 13187 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 263 members 
Mstep: Class 16 contains 144479 members 
Mstep: Class 17 contains 6728 members 
Mstep: Class 18 contains 35328 members 
Mstep: Class 19 contains 124100 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38598 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 39193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 25 clusters Score -1.471168e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 156869 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3978 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42980 members 
Mstep: Class 8 contains 101833 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179903 members 
Mstep: Class 11 contains 143700 members 
Mstep: Class 12 contains 13202 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 16 contains 144322 members 
Mstep: Class 17 contains 6728 members 
Mstep: Class 18 contains 35321 members 
Mstep: Class 19 contains 124589 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38598 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 683 members 
Mstep: Class 24 contains 39185 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 25 clusters Score -1.471168e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 156782 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3971 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42927 members 
Mstep: Class 8 contains 101722 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179871 members 
Mstep: Class 11 contains 143622 members 
Mstep: Class 12 contains 13207 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 263 members 
Mstep: Class 16 contains 144192 members 
Mstep: Class 17 contains 6726 members 
Mstep: Class 18 contains 35310 members 
Mstep: Class 19 contains 125093 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38598 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 687 members 
Mstep: Class 24 contains 39191 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 25 clusters Score -1.471173e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 156709 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42869 members 
Mstep: Class 8 contains 101581 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179850 members 
Mstep: Class 11 contains 143548 members 
Mstep: Class 12 contains 13225 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 144075 members 
Mstep: Class 17 contains 6729 members 
Mstep: Class 18 contains 35290 members 
Mstep: Class 19 contains 125575 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38596 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 688 members 
Mstep: Class 24 contains 39190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117600.000000 Penalty: 82566.710938
Iteration 244Q: 25 clusters Score -1.471176e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 156618 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3967 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42823 members 
Mstep: Class 8 contains 101458 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179863 members 
Mstep: Class 11 contains 143460 members 
Mstep: Class 12 contains 13242 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 143960 members 
Mstep: Class 17 contains 6727 members 
Mstep: Class 18 contains 35262 members 
Mstep: Class 19 contains 126035 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38595 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117712.000000 Penalty: 82566.710938
Iteration 245Q: 25 clusters Score -1.471177e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 156535 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3960 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42787 members 
Mstep: Class 8 contains 101330 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179869 members 
Mstep: Class 11 contains 143391 members 
Mstep: Class 12 contains 13252 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 143851 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 35234 members 
Mstep: Class 19 contains 126489 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38595 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117584.000000 Penalty: 82566.710938
Iteration 246Q: 25 clusters Score -1.471176e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3956 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42730 members 
Mstep: Class 8 contains 101207 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179867 members 
Mstep: Class 11 contains 143336 members 
Mstep: Class 12 contains 13262 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 143738 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 18 contains 35218 members 
Mstep: Class 19 contains 126936 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38604 members 
Mstep: Class 22 contains 1892 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117600.000000 Penalty: 82566.710938
Iteration 247Q: 25 clusters Score -1.471176e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 156332 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3942 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42683 members 
Mstep: Class 8 contains 101102 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179869 members 
Mstep: Class 11 contains 143254 members 
Mstep: Class 12 contains 13271 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 143614 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 35198 members 
Mstep: Class 19 contains 127422 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38609 members 
Mstep: Class 22 contains 1894 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117760.000000 Penalty: 82566.710938
Iteration 248Q: 25 clusters Score -1.471178e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 156231 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3933 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42635 members 
Mstep: Class 8 contains 101003 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179855 members 
Mstep: Class 11 contains 143177 members 
Mstep: Class 12 contains 13277 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 143497 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 35184 members 
Mstep: Class 19 contains 127892 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38619 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117824.000000 Penalty: 82566.710938
Iteration 249Q: 25 clusters Score -1.471178e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 156144 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42593 members 
Mstep: Class 8 contains 100911 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179862 members 
Mstep: Class 11 contains 143089 members 
Mstep: Class 12 contains 13273 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 143418 members 
Mstep: Class 17 contains 6714 members 
Mstep: Class 18 contains 35179 members 
Mstep: Class 19 contains 128319 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38604 members 
Mstep: Class 22 contains 1899 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117776.000000 Penalty: 82566.710938
Iteration 250Q: 25 clusters Score -1.471178e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 156036 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42549 members 
Mstep: Class 8 contains 100807 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179863 members 
Mstep: Class 11 contains 143021 members 
Mstep: Class 12 contains 13277 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 143353 members 
Mstep: Class 17 contains 6708 members 
Mstep: Class 18 contains 35172 members 
Mstep: Class 19 contains 128747 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38590 members 
Mstep: Class 22 contains 1900 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118048.000000 Penalty: 82566.710938
Iteration 251Q: 25 clusters Score -1.47118e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 155905 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3917 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42503 members 
Mstep: Class 8 contains 100723 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179859 members 
Mstep: Class 11 contains 142947 members 
Mstep: Class 12 contains 13273 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 143270 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 18 contains 35166 members 
Mstep: Class 19 contains 129183 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38589 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147117904.000000 Penalty: 82566.710938
Iteration 252Q: 25 clusters Score -1.471179e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 155814 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3911 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42461 members 
Mstep: Class 8 contains 100611 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179841 members 
Mstep: Class 11 contains 142887 members 
Mstep: Class 12 contains 13273 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 143181 members 
Mstep: Class 17 contains 6708 members 
Mstep: Class 18 contains 35159 members 
Mstep: Class 19 contains 129627 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38582 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39135 members 
Entering Unmasked Estep 
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Iteration 253Q: 25 clusters Score -1.471181e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 155708 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42418 members 
Mstep: Class 8 contains 100500 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179827 members 
Mstep: Class 11 contains 142820 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 143129 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 18 contains 35141 members 
Mstep: Class 19 contains 130020 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38593 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39143 members 
Entering Unmasked Estep 
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Iteration 254Q: 25 clusters Score -1.471184e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 155559 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3899 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42379 members 
Mstep: Class 8 contains 100364 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179842 members 
Mstep: Class 11 contains 142761 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 143060 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 35141 members 
Mstep: Class 19 contains 130457 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38588 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39156 members 
Entering Unmasked Estep 
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Iteration 255Q: 25 clusters Score -1.471186e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 155417 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42329 members 
Mstep: Class 8 contains 100280 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179836 members 
Mstep: Class 11 contains 142702 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 142987 members 
Mstep: Class 17 contains 6701 members 
Mstep: Class 18 contains 35137 members 
Mstep: Class 19 contains 130899 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38584 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39160 members 
Entering Unmasked Estep 
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Iteration 256Q: 25 clusters Score -1.471188e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 155317 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3883 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42274 members 
Mstep: Class 8 contains 100199 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179815 members 
Mstep: Class 11 contains 142633 members 
Mstep: Class 12 contains 13283 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 142905 members 
Mstep: Class 17 contains 6701 members 
Mstep: Class 18 contains 35114 members 
Mstep: Class 19 contains 131335 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38586 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39167 members 
Entering Unmasked Estep 
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Iteration 257Q: 25 clusters Score -1.471189e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 155213 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3884 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42230 members 
Mstep: Class 8 contains 100111 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179798 members 
Mstep: Class 11 contains 142557 members 
Mstep: Class 12 contains 13275 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 142815 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 35103 members 
Mstep: Class 19 contains 131777 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38588 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39167 members 
Entering Unmasked Estep 
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Iteration 258Q: 25 clusters Score -1.471189e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 155115 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3882 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42190 members 
Mstep: Class 8 contains 100013 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179771 members 
Mstep: Class 11 contains 142482 members 
Mstep: Class 12 contains 13266 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 142711 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 35093 members 
Mstep: Class 19 contains 132233 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38597 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147118960.000000 Penalty: 82566.710938
Iteration 259Q: 25 clusters Score -1.47119e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 154973 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3873 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 42157 members 
Mstep: Class 8 contains 99905 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179754 members 
Mstep: Class 11 contains 142421 members 
Mstep: Class 12 contains 13257 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 142607 members 
Mstep: Class 17 contains 6695 members 
Mstep: Class 18 contains 35082 members 
Mstep: Class 19 contains 132728 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38594 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147132400.000000 Penalty: 82566.710938
Iteration 260F: 25 clusters Score -1.471324e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 680 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 154821 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 42114 members 
Mstep: Class 8 contains 99793 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179750 members 
Mstep: Class 11 contains 142346 members 
Mstep: Class 12 contains 13252 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 602 members 
Mstep: Class 16 contains 142525 members 
Mstep: Class 17 contains 6695 members 
Mstep: Class 18 contains 35060 members 
Mstep: Class 19 contains 133231 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38593 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 39171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147157552.000000 Penalty: 82566.710938
Iteration 261Q: 25 clusters Score -1.471576e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 154619 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 42073 members 
Mstep: Class 8 contains 99665 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179763 members 
Mstep: Class 11 contains 142262 members 
Mstep: Class 12 contains 13241 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 142465 members 
Mstep: Class 17 contains 6696 members 
Mstep: Class 18 contains 35046 members 
Mstep: Class 19 contains 133776 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38587 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 700 members 
Mstep: Class 24 contains 39171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147158096.000000 Penalty: 82566.710938
Iteration 262Q: 25 clusters Score -1.471581e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 154422 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 42035 members 
Mstep: Class 8 contains 99523 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179776 members 
Mstep: Class 11 contains 142175 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 142427 members 
Mstep: Class 17 contains 6690 members 
Mstep: Class 18 contains 35030 members 
Mstep: Class 19 contains 134294 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38590 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 39183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147157856.000000 Penalty: 82566.710938
Iteration 263Q: 25 clusters Score -1.471579e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 154241 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41984 members 
Mstep: Class 8 contains 99370 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179784 members 
Mstep: Class 11 contains 142079 members 
Mstep: Class 12 contains 13235 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 142404 members 
Mstep: Class 17 contains 6691 members 
Mstep: Class 18 contains 35008 members 
Mstep: Class 19 contains 134823 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38588 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 709 members 
Mstep: Class 24 contains 39192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147157712.000000 Penalty: 82566.710938
Iteration 264Q: 25 clusters Score -1.471577e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 154022 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41929 members 
Mstep: Class 8 contains 99222 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179783 members 
Mstep: Class 11 contains 141970 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 142379 members 
Mstep: Class 17 contains 6696 members 
Mstep: Class 18 contains 34995 members 
Mstep: Class 19 contains 135394 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38591 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 710 members 
Mstep: Class 24 contains 39193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147157872.000000 Penalty: 82566.710938
Iteration 265Q: 25 clusters Score -1.471579e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 153808 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41864 members 
Mstep: Class 8 contains 99096 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179801 members 
Mstep: Class 11 contains 141896 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 142308 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 18 contains 34964 members 
Mstep: Class 19 contains 135973 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38592 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147158192.000000 Penalty: 82566.710938
Iteration 266Q: 25 clusters Score -1.471582e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 153593 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3819 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41813 members 
Mstep: Class 8 contains 98946 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179810 members 
Mstep: Class 11 contains 141813 members 
Mstep: Class 12 contains 13235 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 142216 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 18 contains 34946 members 
Mstep: Class 19 contains 136590 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38595 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147158384.000000 Penalty: 82566.710938
Iteration 267Q: 25 clusters Score -1.471584e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 153378 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3817 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41770 members 
Mstep: Class 8 contains 98813 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179823 members 
Mstep: Class 11 contains 141766 members 
Mstep: Class 12 contains 13234 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 142118 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 34912 members 
Mstep: Class 19 contains 137155 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38580 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147158432.000000 Penalty: 82566.710938
Iteration 268Q: 25 clusters Score -1.471584e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 153197 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41726 members 
Mstep: Class 8 contains 98684 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179826 members 
Mstep: Class 11 contains 141716 members 
Mstep: Class 12 contains 13231 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 142008 members 
Mstep: Class 17 contains 6692 members 
Mstep: Class 18 contains 34867 members 
Mstep: Class 19 contains 137737 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38563 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147158528.000000 Penalty: 82566.710938
Iteration 269Q: 25 clusters Score -1.471585e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 152990 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41664 members 
Mstep: Class 8 contains 98577 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179865 members 
Mstep: Class 11 contains 141659 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141871 members 
Mstep: Class 17 contains 6695 members 
Mstep: Class 18 contains 34828 members 
Mstep: Class 19 contains 138303 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38544 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147158480.000000 Penalty: 82566.710938
Iteration 270Q: 25 clusters Score -1.471585e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 152760 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3812 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41612 members 
Mstep: Class 8 contains 98496 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179873 members 
Mstep: Class 11 contains 141632 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141723 members 
Mstep: Class 17 contains 6696 members 
Mstep: Class 18 contains 34795 members 
Mstep: Class 19 contains 138865 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38539 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147158480.000000 Penalty: 82566.710938
Iteration 271Q: 25 clusters Score -1.471585e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 152520 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3810 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41561 members 
Mstep: Class 8 contains 98396 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179878 members 
Mstep: Class 11 contains 141610 members 
Mstep: Class 12 contains 13257 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141621 members 
Mstep: Class 17 contains 6693 members 
Mstep: Class 18 contains 34757 members 
Mstep: Class 19 contains 139411 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38531 members 
Mstep: Class 22 contains 1904 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147158784.000000 Penalty: 82566.710938
Iteration 272Q: 25 clusters Score -1.471588e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 152259 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41517 members 
Mstep: Class 8 contains 98294 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179870 members 
Mstep: Class 11 contains 141612 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141517 members 
Mstep: Class 17 contains 6691 members 
Mstep: Class 18 contains 34716 members 
Mstep: Class 19 contains 139981 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38520 members 
Mstep: Class 22 contains 1905 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147158976.000000 Penalty: 82566.710938
Iteration 273Q: 25 clusters Score -1.47159e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 151984 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41480 members 
Mstep: Class 8 contains 98194 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179855 members 
Mstep: Class 11 contains 141589 members 
Mstep: Class 12 contains 13260 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141423 members 
Mstep: Class 17 contains 6690 members 
Mstep: Class 18 contains 34675 members 
Mstep: Class 19 contains 140570 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38518 members 
Mstep: Class 22 contains 1906 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147159248.000000 Penalty: 82566.710938
Iteration 274Q: 25 clusters Score -1.471592e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 151670 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41421 members 
Mstep: Class 8 contains 98100 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179835 members 
Mstep: Class 11 contains 141564 members 
Mstep: Class 12 contains 13259 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141365 members 
Mstep: Class 17 contains 6691 members 
Mstep: Class 18 contains 34641 members 
Mstep: Class 19 contains 141199 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38518 members 
Mstep: Class 22 contains 1907 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147159264.000000 Penalty: 82566.710938
Iteration 275Q: 25 clusters Score -1.471593e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 151233 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3772 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41359 members 
Mstep: Class 8 contains 98014 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179853 members 
Mstep: Class 11 contains 141575 members 
Mstep: Class 12 contains 13275 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141309 members 
Mstep: Class 17 contains 6689 members 
Mstep: Class 18 contains 34610 members 
Mstep: Class 19 contains 141843 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38517 members 
Mstep: Class 22 contains 1908 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147159456.000000 Penalty: 82566.710938
Iteration 276Q: 25 clusters Score -1.471595e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 150779 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3767 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41308 members 
Mstep: Class 8 contains 97944 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179853 members 
Mstep: Class 11 contains 141586 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141272 members 
Mstep: Class 17 contains 6690 members 
Mstep: Class 18 contains 34575 members 
Mstep: Class 19 contains 142482 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38513 members 
Mstep: Class 22 contains 1909 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147159488.000000 Penalty: 82566.710938
Iteration 277Q: 25 clusters Score -1.471595e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 150286 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3760 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41231 members 
Mstep: Class 8 contains 97873 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179860 members 
Mstep: Class 11 contains 141595 members 
Mstep: Class 12 contains 13309 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141241 members 
Mstep: Class 17 contains 6696 members 
Mstep: Class 18 contains 34556 members 
Mstep: Class 19 contains 143153 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38504 members 
Mstep: Class 22 contains 1910 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147159584.000000 Penalty: 82566.710938
Iteration 278Q: 25 clusters Score -1.471596e+08 nChanged 2354
Entering ConstructFrom: 
Score: -147159584.000000 Penalty: 82566.710938
Entering ConstructFrom: 
Trying to split cluster 1 (17126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Entering Unmasked Estep 
Score: -2430482.000000 Penalty: 2417.591553
	Iteration 0F: 2 clusters Score -2430482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2418273.000000 Penalty: 4835.183105
	Iteration 0F: 3 clusters Score -2418273 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2422405.750000 Penalty: 4835.183105
	Iteration 1F: 3 clusters Score -2422406 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2422929.250000 Penalty: 4835.183105
	Iteration 2F: 3 clusters Score -2422929 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2423473.750000 Penalty: 4835.183105
	Iteration 3F: 3 clusters Score -2423474 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2424035.250000 Penalty: 4835.183105
	Iteration 4F: 3 clusters Score -2424035 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2424670.000000 Penalty: 4835.183105
	Iteration 5Q: 3 clusters Score -2424670 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2425351.000000 Penalty: 4835.183105
	Iteration 6F: 3 clusters Score -2425351 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2426015.250000 Penalty: 4835.183105
	Iteration 7F: 3 clusters Score -2426015 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2426530.750000 Penalty: 4835.183105
	Iteration 8Q: 3 clusters Score -2426531 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2426924.750000 Penalty: 4835.183105
	Iteration 9Q: 3 clusters Score -2426925 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2427246.500000 Penalty: 4835.183105
	Iteration 10Q: 3 clusters Score -2427246 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2427447.750000 Penalty: 4835.183105
	Iteration 11Q: 3 clusters Score -2427448 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2427590.000000 Penalty: 4835.183105
	Iteration 12Q: 3 clusters Score -2427590 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2427678.750000 Penalty: 4835.183105
	Iteration 13Q: 3 clusters Score -2427679 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2427740.500000 Penalty: 4835.183105
	Iteration 14Q: 3 clusters Score -2427740 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2427778.750000 Penalty: 4835.183105
	Iteration 15Q: 3 clusters Score -2427779 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2427806.500000 Penalty: 4835.183105
	Iteration 16Q: 3 clusters Score -2427806 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2427822.500000 Penalty: 4835.183105
	Iteration 17Q: 3 clusters Score -2427822 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2427839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2427846 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2427854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2427856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2427864 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2427875.500000 Penalty: 4835.183105
	Iteration 23Q: 3 clusters Score -2427876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2427874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2427882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2427886 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2427888 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2427892 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2427899 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2427904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2427908 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2427909 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2427916 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2427918 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2427916 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2427913.000000 Penalty: 4835.183105
	Iteration 36Q: 3 clusters Score -2427913 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2427922.750000 Penalty: 4835.183105
	Iteration 37Q: 3 clusters Score -2427923 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2427924 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2427928 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2427926 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2427930 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2427935 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2427932 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2427938 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2427942 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2427944 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2427949 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2427949 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2427953 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2427956 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2427957 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2427968 nChanged 28
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Mstep: Class 1 contains 9090 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2427978 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9055 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2427980 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9021 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2427982 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8988 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2427983 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8952 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2427991 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8917 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2427996 nChanged 39
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Mstep: Class 1 contains 8878 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2427991 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8845 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2427994 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8818 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2427992 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8783 members 
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Entering Unmasked Estep 
Score: -2428004.000000 Penalty: 4835.183105
	Iteration 62Q: 3 clusters Score -2428004 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8739 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2428016 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8689 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2428024 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8641 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2428025 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8573 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2428042 nChanged 56
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Mstep: Class 1 contains 8519 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2428051 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8459 members 
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	Iteration 68Q: 3 clusters Score -2428054 nChanged 68
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Mstep: Class 1 contains 8395 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2428066 nChanged 88
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Mstep: Class 1 contains 8307 members 
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	Iteration 70Q: 3 clusters Score -2428083 nChanged 118
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Mstep: Class 1 contains 8191 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2428117 nChanged 119
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Mstep: Class 1 contains 8078 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2428137 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7974 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2428144 nChanged 82
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Mstep: Class 1 contains 7892 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2428154 nChanged 85
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Mstep: Class 1 contains 7807 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2428168 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7733 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2428172 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7655 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2428188 nChanged 81
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Mstep: Class 1 contains 7574 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2428216 nChanged 85
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Mstep: Class 1 contains 7489 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2428235 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7397 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2428244 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7308 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2428264 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7213 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2428283 nChanged 89
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Mstep: Class 1 contains 7124 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2428298 nChanged 79
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Mstep: Class 1 contains 7045 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2428310 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6961 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2428325 nChanged 88
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Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2428334 nChanged 97
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Mstep: Class 1 contains 6776 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2428358 nChanged 93
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Mstep: Class 1 contains 6683 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2428382 nChanged 79
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Mstep: Class 1 contains 6604 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2428392 nChanged 92
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Mstep: Class 1 contains 6512 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2428403 nChanged 80
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Mstep: Class 1 contains 6432 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2428423 nChanged 88
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Mstep: Class 1 contains 6344 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2428437 nChanged 97
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Mstep: Class 1 contains 6247 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2428454 nChanged 93
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Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2428467 nChanged 87
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Mstep: Class 1 contains 6067 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5917 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2428515 nChanged 65
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Mstep: Class 1 contains 5852 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2428523 nChanged 64
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2428539 nChanged 71
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2428552 nChanged 67
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2428566 nChanged 64
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2428581 nChanged 62
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Mstep: Class 1 contains 5528 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2428596 nChanged 68
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2428600 nChanged 59
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2428610 nChanged 50
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Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2428623 nChanged 43
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2428630 nChanged 40
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2428640 nChanged 35
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Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2428644.250000 Penalty: 4835.183105
	Iteration 109Q: 3 clusters Score -2428644 nChanged 39
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Entering Unmasked Estep 
Score: -2428648.500000 Penalty: 4835.183105
	Iteration 110Q: 3 clusters Score -2428648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2428651.250000 Penalty: 4835.183105
	Iteration 111Q: 3 clusters Score -2428651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2428661.000000 Penalty: 4835.183105
	Iteration 112Q: 3 clusters Score -2428661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2428662.750000 Penalty: 4835.183105
	Iteration 113Q: 3 clusters Score -2428663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2428666.500000 Penalty: 4835.183105
	Iteration 114Q: 3 clusters Score -2428666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2428678.000000 Penalty: 4835.183105
	Iteration 115Q: 3 clusters Score -2428678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2428685.000000 Penalty: 4835.183105
	Iteration 116Q: 3 clusters Score -2428685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2428682.500000 Penalty: 4835.183105
	Iteration 117Q: 3 clusters Score -2428682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2428685.250000 Penalty: 4835.183105
	Iteration 118Q: 3 clusters Score -2428685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2428688.500000 Penalty: 4835.183105
	Iteration 119Q: 3 clusters Score -2428688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2428696.500000 Penalty: 4835.183105
	Iteration 120F: 3 clusters Score -2428696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2428697.250000 Penalty: 4835.183105
	Iteration 121Q: 3 clusters Score -2428697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2428695.500000 Penalty: 4835.183105
	Iteration 122Q: 3 clusters Score -2428696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2428698.750000 Penalty: 4835.183105
	Iteration 123Q: 3 clusters Score -2428699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2428704.750000 Penalty: 4835.183105
	Iteration 124Q: 3 clusters Score -2428705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2428706.000000 Penalty: 4835.183105
	Iteration 125Q: 3 clusters Score -2428706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2428702.500000 Penalty: 4835.183105
	Iteration 126Q: 3 clusters Score -2428702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2428709.000000 Penalty: 4835.183105
	Iteration 127Q: 3 clusters Score -2428709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2428713.750000 Penalty: 4835.183105
	Iteration 128Q: 3 clusters Score -2428714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2428705.500000 Penalty: 4835.183105
	Iteration 129Q: 3 clusters Score -2428706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2428709.000000 Penalty: 4835.183105
	Iteration 130Q: 3 clusters Score -2428709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2428707.000000 Penalty: 4835.183105
	Iteration 131Q: 3 clusters Score -2428707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2428707.750000 Penalty: 4835.183105
	Iteration 132Q: 3 clusters Score -2428708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2428705.000000 Penalty: 4835.183105
	Iteration 133Q: 3 clusters Score -2428705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2428705.250000 Penalty: 4835.183105
	Iteration 134Q: 3 clusters Score -2428705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2428709.500000 Penalty: 4835.183105
	Iteration 135Q: 3 clusters Score -2428710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2428706.750000 Penalty: 4835.183105
	Iteration 136Q: 3 clusters Score -2428707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2428707.750000 Penalty: 4835.183105
	Iteration 137Q: 3 clusters Score -2428708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2428708.250000 Penalty: 4835.183105
	Iteration 138Q: 3 clusters Score -2428708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2428707.500000 Penalty: 4835.183105
	Iteration 139Q: 3 clusters Score -2428708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2428707.500000 Penalty: 4835.183105
	Iteration 140F: 3 clusters Score -2428708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (149709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149709 members 
Entering Unmasked Estep 
Score: -21143012.000000 Penalty: 2955.279297
	Iteration 0F: 2 clusters Score -2.114301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -21044486.000000 Penalty: 5910.558594
	Iteration 0F: 3 clusters Score -2.104449e+07 nChanged 71579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -21085748.000000 Penalty: 5910.558594
	Iteration 1F: 3 clusters Score -2.108575e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79755 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -21086754.000000 Penalty: 5910.558594
	Iteration 2Q: 3 clusters Score -2.108675e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -21087772.000000 Penalty: 5910.558594
	Iteration 3Q: 3 clusters Score -2.108777e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -21089384.000000 Penalty: 5910.558594
	Iteration 4Q: 3 clusters Score -2.108938e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -21092294.000000 Penalty: 5910.558594
	Iteration 5Q: 3 clusters Score -2.109229e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102029 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -21097552.000000 Penalty: 5910.558594
	Iteration 6F: 3 clusters Score -2.109755e+07 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114397 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -21106962.000000 Penalty: 5910.558594
	Iteration 7F: 3 clusters Score -2.110696e+07 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128555 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -21119956.000000 Penalty: 5910.558594
	Iteration 8F: 3 clusters Score -2.111996e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140648 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -21131984.000000 Penalty: 5910.558594
	Iteration 9F: 3 clusters Score -2.113198e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146996 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -21137866.000000 Penalty: 5910.558594
	Iteration 10Q: 3 clusters Score -2.113787e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148982 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -21139702.000000 Penalty: 5910.558594
	Iteration 11Q: 3 clusters Score -2.11397e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149391 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21140164.000000 Penalty: 5910.558594
	Iteration 12Q: 3 clusters Score -2.114016e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149467 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21140316.000000 Penalty: 5910.558594
	Iteration 13Q: 3 clusters Score -2.114032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149489 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21140402.000000 Penalty: 5910.558594
	Iteration 14Q: 3 clusters Score -2.11404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149502 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21140440.000000 Penalty: 5910.558594
	Iteration 15Q: 3 clusters Score -2.114044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149505 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21140470.000000 Penalty: 5910.558594
	Iteration 16Q: 3 clusters Score -2.114047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149507 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21140464.000000 Penalty: 5910.558594
	Iteration 17Q: 3 clusters Score -2.114046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149507 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21140474.000000 Penalty: 5910.558594
	Iteration 18Q: 3 clusters Score -2.114047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149509 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21140488.000000 Penalty: 5910.558594
	Iteration 19Q: 3 clusters Score -2.114049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149510 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21140492.000000 Penalty: 5910.558594
	Iteration 20F: 3 clusters Score -2.114049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149511 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21140502.000000 Penalty: 5910.558594
	Iteration 21Q: 3 clusters Score -2.11405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149511 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21140492.000000 Penalty: 5910.558594
	Iteration 22Q: 3 clusters Score -2.114049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149511 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21140492.000000 Penalty: 5910.558594
	Iteration 23F: 3 clusters Score -2.114049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -155838.359375 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -155838.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -153821.875000 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -153821.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -154163.593750 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -154163.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -154267.828125 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -154267.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -154340.421875 Penalty: 3483.784424
	Iteration 3Q: 3 clusters Score -154340.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -154381.843750 Penalty: 3483.784424
	Iteration 4Q: 3 clusters Score -154381.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -154411.281250 Penalty: 3483.784424
	Iteration 5Q: 3 clusters Score -154411.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -154430.593750 Penalty: 3483.784424
	Iteration 6Q: 3 clusters Score -154430.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -154447.265625 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -154447.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -154465.156250 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -154465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -154473.109375 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -154473.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -154482.343750 Penalty: 3483.784424
	Iteration 10Q: 3 clusters Score -154482.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -154489.343750 Penalty: 3483.784424
	Iteration 11Q: 3 clusters Score -154489.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -154499.234375 Penalty: 3483.784424
	Iteration 12Q: 3 clusters Score -154499.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -154502.656250 Penalty: 3483.784424
	Iteration 13Q: 3 clusters Score -154502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -154508.421875 Penalty: 3483.784424
	Iteration 14Q: 3 clusters Score -154508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -154511.859375 Penalty: 3483.784424
	Iteration 15Q: 3 clusters Score -154511.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -154511.859375 Penalty: 3483.784424
	Iteration 16F: 3 clusters Score -154511.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -514012.531250 Penalty: 2040.918823
	Iteration 0F: 2 clusters Score -514012.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -510268.218750 Penalty: 4081.837646
	Iteration 0F: 3 clusters Score -510268.2 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -511080.812500 Penalty: 4081.837646
	Iteration 1F: 3 clusters Score -511080.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -511254.218750 Penalty: 4081.837646
	Iteration 2F: 3 clusters Score -511254.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -511355.281250 Penalty: 4081.837646
	Iteration 3Q: 3 clusters Score -511355.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -511424.062500 Penalty: 4081.837646
	Iteration 4Q: 3 clusters Score -511424.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -511474.656250 Penalty: 4081.837646
	Iteration 5Q: 3 clusters Score -511474.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -511511.656250 Penalty: 4081.837646
	Iteration 6Q: 3 clusters Score -511511.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -511533.500000 Penalty: 4081.837646
	Iteration 7Q: 3 clusters Score -511533.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -511552.218750 Penalty: 4081.837646
	Iteration 8Q: 3 clusters Score -511552.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -511569.937500 Penalty: 4081.837646
	Iteration 9Q: 3 clusters Score -511569.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -511579.687500 Penalty: 4081.837646
	Iteration 10Q: 3 clusters Score -511579.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -511591.125000 Penalty: 4081.837646
	Iteration 11Q: 3 clusters Score -511591.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -511602.562500 Penalty: 4081.837646
	Iteration 12Q: 3 clusters Score -511602.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -511607.125000 Penalty: 4081.837646
	Iteration 13Q: 3 clusters Score -511607.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -511611.250000 Penalty: 4081.837646
	Iteration 14Q: 3 clusters Score -511611.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -511618.625000 Penalty: 4081.837646
	Iteration 15Q: 3 clusters Score -511618.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -511626.187500 Penalty: 4081.837646
	Iteration 16Q: 3 clusters Score -511626.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -511633.187500 Penalty: 4081.837646
	Iteration 17Q: 3 clusters Score -511633.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -511635.843750 Penalty: 4081.837646
	Iteration 18Q: 3 clusters Score -511635.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -511639.500000 Penalty: 4081.837646
	Iteration 19Q: 3 clusters Score -511639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -511641.531250 Penalty: 4081.837646
	Iteration 20F: 3 clusters Score -511641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -511643.125000 Penalty: 4081.837646
	Iteration 21Q: 3 clusters Score -511643.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -511643.687500 Penalty: 4081.837646
	Iteration 22Q: 3 clusters Score -511643.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -511645.500000 Penalty: 4081.837646
	Iteration 23Q: 3 clusters Score -511645.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -511647.781250 Penalty: 4081.837646
	Iteration 24Q: 3 clusters Score -511647.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -511649.687500 Penalty: 4081.837646
	Iteration 25Q: 3 clusters Score -511649.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -511650.875000 Penalty: 4081.837646
	Iteration 26Q: 3 clusters Score -511650.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -511653.000000 Penalty: 4081.837646
	Iteration 27Q: 3 clusters Score -511653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -511654.062500 Penalty: 4081.837646
	Iteration 28Q: 3 clusters Score -511654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -511656.750000 Penalty: 4081.837646
	Iteration 29Q: 3 clusters Score -511656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -511658.187500 Penalty: 4081.837646
	Iteration 30Q: 3 clusters Score -511658.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -511661.000000 Penalty: 4081.837646
	Iteration 31Q: 3 clusters Score -511661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -511661.500000 Penalty: 4081.837646
	Iteration 32Q: 3 clusters Score -511661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -511661.500000 Penalty: 4081.837646
	Iteration 33F: 3 clusters Score -511661.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22629.263672 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -22629.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21525.062500 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -21525.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21594.716797 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -21594.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21639.591797 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -21639.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21674.482422 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -21674.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21682.246094 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -21682.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21686.328125 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -21686.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21689.425781 Penalty: 2635.350342
	Iteration 6Q: 3 clusters Score -21689.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21697.373047 Penalty: 2635.350342
	Iteration 7Q: 3 clusters Score -21697.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21697.373047 Penalty: 2635.350342
	Iteration 8F: 3 clusters Score -21697.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -162036.328125 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -162036.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -159983.703125 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -159983.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -160328.875000 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -160328.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -160435.703125 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -160435.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -160473.640625 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -160473.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -160495.015625 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -160495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -160508.484375 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -160508.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -160511.750000 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -160511.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -160513.421875 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -160513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -160513.421875 Penalty: 3506.235596
	Iteration 8F: 3 clusters Score -160513.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Entering Unmasked Estep 
Score: -5856983.000000 Penalty: 2635.109375
	Iteration 0F: 2 clusters Score -5856983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -5829209.000000 Penalty: 5270.218750
	Iteration 0F: 3 clusters Score -5829209 nChanged 18848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -5839950.000000 Penalty: 5270.218750
	Iteration 1F: 3 clusters Score -5839950 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -5840720.500000 Penalty: 5270.218750
	Iteration 2Q: 3 clusters Score -5840720 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5841634.500000 Penalty: 5270.218750
	Iteration 3F: 3 clusters Score -5841634 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -5842750.500000 Penalty: 5270.218750
	Iteration 4F: 3 clusters Score -5842750 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -5844137.000000 Penalty: 5270.218750
	Iteration 5F: 3 clusters Score -5844137 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -5845869.500000 Penalty: 5270.218750
	Iteration 6F: 3 clusters Score -5845870 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -5847829.500000 Penalty: 5270.218750
	Iteration 7F: 3 clusters Score -5847830 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5849885.000000 Penalty: 5270.218750
	Iteration 8F: 3 clusters Score -5849885 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -5851141.500000 Penalty: 5270.218750
	Iteration 9Q: 3 clusters Score -5851142 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -5851687.000000 Penalty: 5270.218750
	Iteration 10Q: 3 clusters Score -5851687 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -5851985.000000 Penalty: 5270.218750
	Iteration 11Q: 3 clusters Score -5851985 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -5852236.500000 Penalty: 5270.218750
	Iteration 12Q: 3 clusters Score -5852236 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -5852413.500000 Penalty: 5270.218750
	Iteration 13Q: 3 clusters Score -5852414 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -5852571.000000 Penalty: 5270.218750
	Iteration 14Q: 3 clusters Score -5852571 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -5852714.000000 Penalty: 5270.218750
	Iteration 15Q: 3 clusters Score -5852714 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -5852876.000000 Penalty: 5270.218750
	Iteration 16Q: 3 clusters Score -5852876 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -5853007.500000 Penalty: 5270.218750
	Iteration 17Q: 3 clusters Score -5853008 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -5853152.500000 Penalty: 5270.218750
	Iteration 18Q: 3 clusters Score -5853152 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -5853230.500000 Penalty: 5270.218750
	Iteration 19Q: 3 clusters Score -5853230 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -5853311.000000 Penalty: 5270.218750
	Iteration 20F: 3 clusters Score -5853311 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -5853411.000000 Penalty: 5270.218750
	Iteration 21Q: 3 clusters Score -5853411 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -5853511.000000 Penalty: 5270.218750
	Iteration 22Q: 3 clusters Score -5853511 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5853568.000000 Penalty: 5270.218750
	Iteration 23Q: 3 clusters Score -5853568 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -5853679.000000 Penalty: 5270.218750
	Iteration 24Q: 3 clusters Score -5853679 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5853757.000000 Penalty: 5270.218750
	Iteration 25Q: 3 clusters Score -5853757 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -5853846.000000 Penalty: 5270.218750
	Iteration 26Q: 3 clusters Score -5853846 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5853886.000000 Penalty: 5270.218750
	Iteration 27Q: 3 clusters Score -5853886 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -5853955.500000 Penalty: 5270.218750
	Iteration 28Q: 3 clusters Score -5853956 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -5854023.500000 Penalty: 5270.218750
	Iteration 29Q: 3 clusters Score -5854024 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -5854066.000000 Penalty: 5270.218750
	Iteration 30Q: 3 clusters Score -5854066 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -5854157.500000 Penalty: 5270.218750
	Iteration 31Q: 3 clusters Score -5854158 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5854223.500000 Penalty: 5270.218750
	Iteration 32Q: 3 clusters Score -5854224 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5854281.500000 Penalty: 5270.218750
	Iteration 33Q: 3 clusters Score -5854282 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5854336.500000 Penalty: 5270.218750
	Iteration 34Q: 3 clusters Score -5854336 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5854394.500000 Penalty: 5270.218750
	Iteration 35Q: 3 clusters Score -5854394 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5854438.000000 Penalty: 5270.218750
	Iteration 36Q: 3 clusters Score -5854438 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5854487.500000 Penalty: 5270.218750
	Iteration 37Q: 3 clusters Score -5854488 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5854526.500000 Penalty: 5270.218750
	Iteration 38Q: 3 clusters Score -5854526 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5854576.000000 Penalty: 5270.218750
	Iteration 39Q: 3 clusters Score -5854576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5854601.000000 Penalty: 5270.218750
	Iteration 40F: 3 clusters Score -5854601 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5854648.500000 Penalty: 5270.218750
	Iteration 41Q: 3 clusters Score -5854648 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5854669.500000 Penalty: 5270.218750
	Iteration 42Q: 3 clusters Score -5854670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5854684.000000 Penalty: 5270.218750
	Iteration 43Q: 3 clusters Score -5854684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5854693.000000 Penalty: 5270.218750
	Iteration 44Q: 3 clusters Score -5854693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5854712.000000 Penalty: 5270.218750
	Iteration 45Q: 3 clusters Score -5854712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5854725.000000 Penalty: 5270.218750
	Iteration 46Q: 3 clusters Score -5854725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5854758.000000 Penalty: 5270.218750
	Iteration 47Q: 3 clusters Score -5854758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5854771.000000 Penalty: 5270.218750
	Iteration 48Q: 3 clusters Score -5854771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5854784.000000 Penalty: 5270.218750
	Iteration 49Q: 3 clusters Score -5854784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5854806.500000 Penalty: 5270.218750
	Iteration 50Q: 3 clusters Score -5854806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5854838.500000 Penalty: 5270.218750
	Iteration 51Q: 3 clusters Score -5854838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5854842.000000 Penalty: 5270.218750
	Iteration 52Q: 3 clusters Score -5854842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5854851.500000 Penalty: 5270.218750
	Iteration 53Q: 3 clusters Score -5854852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5854858.000000 Penalty: 5270.218750
	Iteration 54Q: 3 clusters Score -5854858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5854857.000000 Penalty: 5270.218750
	Iteration 55Q: 3 clusters Score -5854857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5854860.000000 Penalty: 5270.218750
	Iteration 56Q: 3 clusters Score -5854860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5854865.000000 Penalty: 5270.218750
	Iteration 57Q: 3 clusters Score -5854865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5854853.000000 Penalty: 5270.218750
	Iteration 58Q: 3 clusters Score -5854853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5854859.000000 Penalty: 5270.218750
	Iteration 59Q: 3 clusters Score -5854859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5854856.000000 Penalty: 5270.218750
	Iteration 60F: 3 clusters Score -5854856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5854858.500000 Penalty: 5270.218750
	Iteration 61Q: 3 clusters Score -5854858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5854865.000000 Penalty: 5270.218750
	Iteration 62Q: 3 clusters Score -5854865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5854862.500000 Penalty: 5270.218750
	Iteration 63Q: 3 clusters Score -5854862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5854863.000000 Penalty: 5270.218750
	Iteration 64Q: 3 clusters Score -5854863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5854871.000000 Penalty: 5270.218750
	Iteration 65Q: 3 clusters Score -5854871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5854871.000000 Penalty: 5270.218750
	Iteration 66Q: 3 clusters Score -5854871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5854872.000000 Penalty: 5270.218750
	Iteration 67Q: 3 clusters Score -5854872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5854880.000000 Penalty: 5270.218750
	Iteration 68Q: 3 clusters Score -5854880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5854887.500000 Penalty: 5270.218750
	Iteration 69Q: 3 clusters Score -5854888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5854887.500000 Penalty: 5270.218750
	Iteration 70Q: 3 clusters Score -5854888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5854883.000000 Penalty: 5270.218750
	Iteration 71Q: 3 clusters Score -5854883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5854878.000000 Penalty: 5270.218750
	Iteration 72Q: 3 clusters Score -5854878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5854880.500000 Penalty: 5270.218750
	Iteration 73Q: 3 clusters Score -5854880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5854880.000000 Penalty: 5270.218750
	Iteration 74Q: 3 clusters Score -5854880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5854884.500000 Penalty: 5270.218750
	Iteration 75Q: 3 clusters Score -5854884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5854888.000000 Penalty: 5270.218750
	Iteration 76Q: 3 clusters Score -5854888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5854889.500000 Penalty: 5270.218750
	Iteration 77Q: 3 clusters Score -5854890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5854889.500000 Penalty: 5270.218750
	Iteration 78F: 3 clusters Score -5854890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (97806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Entering Unmasked Estep 
Score: -13903412.000000 Penalty: 2849.703613
	Iteration 0F: 2 clusters Score -1.390341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -13838488.000000 Penalty: 5699.407227
	Iteration 0F: 3 clusters Score -1.383849e+07 nChanged 46052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -13864079.000000 Penalty: 5699.407227
	Iteration 1F: 3 clusters Score -1.386408e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -13864715.000000 Penalty: 5699.407227
	Iteration 2Q: 3 clusters Score -1.386472e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -13865198.000000 Penalty: 5699.407227
	Iteration 3Q: 3 clusters Score -1.38652e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -13865824.000000 Penalty: 5699.407227
	Iteration 4Q: 3 clusters Score -1.386582e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -13866437.000000 Penalty: 5699.407227
	Iteration 5Q: 3 clusters Score -1.386644e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -13867304.000000 Penalty: 5699.407227
	Iteration 6Q: 3 clusters Score -1.38673e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -13868405.000000 Penalty: 5699.407227
	Iteration 7Q: 3 clusters Score -1.38684e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -13870231.000000 Penalty: 5699.407227
	Iteration 8Q: 3 clusters Score -1.387023e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -13873071.000000 Penalty: 5699.407227
	Iteration 9Q: 3 clusters Score -1.387307e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -13877238.000000 Penalty: 5699.407227
	Iteration 10F: 3 clusters Score -1.387724e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -13881894.000000 Penalty: 5699.407227
	Iteration 11F: 3 clusters Score -1.388189e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -13885156.000000 Penalty: 5699.407227
	Iteration 12F: 3 clusters Score -1.388516e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -13886873.000000 Penalty: 5699.407227
	Iteration 13Q: 3 clusters Score -1.388687e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -13887704.000000 Penalty: 5699.407227
	Iteration 14Q: 3 clusters Score -1.38877e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -13888445.000000 Penalty: 5699.407227
	Iteration 15Q: 3 clusters Score -1.388844e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -13889249.000000 Penalty: 5699.407227
	Iteration 16Q: 3 clusters Score -1.388925e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -13890093.000000 Penalty: 5699.407227
	Iteration 17Q: 3 clusters Score -1.389009e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -13890984.000000 Penalty: 5699.407227
	Iteration 18Q: 3 clusters Score -1.389098e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -13891747.000000 Penalty: 5699.407227
	Iteration 19Q: 3 clusters Score -1.389175e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -13892613.000000 Penalty: 5699.407227
	Iteration 20F: 3 clusters Score -1.389261e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -13893425.000000 Penalty: 5699.407227
	Iteration 21Q: 3 clusters Score -1.389342e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -13894283.000000 Penalty: 5699.407227
	Iteration 22Q: 3 clusters Score -1.389428e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -13895194.000000 Penalty: 5699.407227
	Iteration 23Q: 3 clusters Score -1.389519e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -13896106.000000 Penalty: 5699.407227
	Iteration 24Q: 3 clusters Score -1.389611e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -13897000.000000 Penalty: 5699.407227
	Iteration 25Q: 3 clusters Score -1.3897e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91367 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -13897807.000000 Penalty: 5699.407227
	Iteration 26Q: 3 clusters Score -1.389781e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92428 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -13898420.000000 Penalty: 5699.407227
	Iteration 27Q: 3 clusters Score -1.389842e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -13898976.000000 Penalty: 5699.407227
	Iteration 28Q: 3 clusters Score -1.389898e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94071 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -13899461.000000 Penalty: 5699.407227
	Iteration 29Q: 3 clusters Score -1.389946e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -13899918.000000 Penalty: 5699.407227
	Iteration 30Q: 3 clusters Score -1.389992e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95214 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -13900246.000000 Penalty: 5699.407227
	Iteration 31Q: 3 clusters Score -1.390025e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -13900480.000000 Penalty: 5699.407227
	Iteration 32Q: 3 clusters Score -1.390048e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -13900657.000000 Penalty: 5699.407227
	Iteration 33Q: 3 clusters Score -1.390066e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -13900780.000000 Penalty: 5699.407227
	Iteration 34Q: 3 clusters Score -1.390078e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96257 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -13900890.000000 Penalty: 5699.407227
	Iteration 35Q: 3 clusters Score -1.390089e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96377 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -13900955.000000 Penalty: 5699.407227
	Iteration 36Q: 3 clusters Score -1.390096e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96467 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13900973.000000 Penalty: 5699.407227
	Iteration 37Q: 3 clusters Score -1.390097e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96532 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13901018.000000 Penalty: 5699.407227
	Iteration 38Q: 3 clusters Score -1.390102e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13901028.000000 Penalty: 5699.407227
	Iteration 39Q: 3 clusters Score -1.390103e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96628 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -13901025.000000 Penalty: 5699.407227
	Iteration 40F: 3 clusters Score -1.390102e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13901049.000000 Penalty: 5699.407227
	Iteration 41Q: 3 clusters Score -1.390105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -13901067.000000 Penalty: 5699.407227
	Iteration 42Q: 3 clusters Score -1.390107e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13901069.000000 Penalty: 5699.407227
	Iteration 43Q: 3 clusters Score -1.390107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13901068.000000 Penalty: 5699.407227
	Iteration 44Q: 3 clusters Score -1.390107e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -13901089.000000 Penalty: 5699.407227
	Iteration 45Q: 3 clusters Score -1.390109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13901091.000000 Penalty: 5699.407227
	Iteration 46Q: 3 clusters Score -1.390109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -13901095.000000 Penalty: 5699.407227
	Iteration 47Q: 3 clusters Score -1.39011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13901107.000000 Penalty: 5699.407227
	Iteration 48Q: 3 clusters Score -1.390111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13901128.000000 Penalty: 5699.407227
	Iteration 49Q: 3 clusters Score -1.390113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96778 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -13901139.000000 Penalty: 5699.407227
	Iteration 50Q: 3 clusters Score -1.390114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96789 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -13901158.000000 Penalty: 5699.407227
	Iteration 51Q: 3 clusters Score -1.390116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96793 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -13901155.000000 Penalty: 5699.407227
	Iteration 52Q: 3 clusters Score -1.390116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96800 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13901151.000000 Penalty: 5699.407227
	Iteration 53Q: 3 clusters Score -1.390115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96805 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13901149.000000 Penalty: 5699.407227
	Iteration 54Q: 3 clusters Score -1.390115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13901156.000000 Penalty: 5699.407227
	Iteration 55Q: 3 clusters Score -1.390116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96816 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -13901157.000000 Penalty: 5699.407227
	Iteration 56Q: 3 clusters Score -1.390116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -13901158.000000 Penalty: 5699.407227
	Iteration 57Q: 3 clusters Score -1.390116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -13901170.000000 Penalty: 5699.407227
	Iteration 58Q: 3 clusters Score -1.390117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96822 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -13901158.000000 Penalty: 5699.407227
	Iteration 59Q: 3 clusters Score -1.390116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13901162.000000 Penalty: 5699.407227
	Iteration 60F: 3 clusters Score -1.390116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -13901161.000000 Penalty: 5699.407227
	Iteration 61Q: 3 clusters Score -1.390116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -13901167.000000 Penalty: 5699.407227
	Iteration 62Q: 3 clusters Score -1.390117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13901162.000000 Penalty: 5699.407227
	Iteration 63Q: 3 clusters Score -1.390116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96836 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13901165.000000 Penalty: 5699.407227
	Iteration 64Q: 3 clusters Score -1.390116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96838 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -13901157.000000 Penalty: 5699.407227
	Iteration 65Q: 3 clusters Score -1.390116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96839 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13901160.000000 Penalty: 5699.407227
	Iteration 66Q: 3 clusters Score -1.390116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -13901157.000000 Penalty: 5699.407227
	Iteration 67Q: 3 clusters Score -1.390116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96848 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -13901164.000000 Penalty: 5699.407227
	Iteration 68Q: 3 clusters Score -1.390116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96851 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -13901168.000000 Penalty: 5699.407227
	Iteration 69Q: 3 clusters Score -1.390117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13901174.000000 Penalty: 5699.407227
	Iteration 70Q: 3 clusters Score -1.390117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13901174.000000 Penalty: 5699.407227
	Iteration 71Q: 3 clusters Score -1.390117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96861 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13901172.000000 Penalty: 5699.407227
	Iteration 72Q: 3 clusters Score -1.390117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13901165.000000 Penalty: 5699.407227
	Iteration 73Q: 3 clusters Score -1.390116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13901177.000000 Penalty: 5699.407227
	Iteration 74Q: 3 clusters Score -1.390118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13901181.000000 Penalty: 5699.407227
	Iteration 75Q: 3 clusters Score -1.390118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13901179.000000 Penalty: 5699.407227
	Iteration 76Q: 3 clusters Score -1.390118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -13901176.000000 Penalty: 5699.407227
	Iteration 77Q: 3 clusters Score -1.390118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96867 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -13901176.000000 Penalty: 5699.407227
	Iteration 78Q: 3 clusters Score -1.390118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96867 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -13901176.000000 Penalty: 5699.407227
	Iteration 79F: 3 clusters Score -1.390118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -75583.500000 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -75583.5 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 299 members 
Entering Unmasked Estep 
Score: -73994.265625 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -73994.27 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74207.445312 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -74207.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74271.382812 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -74271.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74307.882812 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -74307.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74327.195312 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -74327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74332.562500 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -74332.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74342.250000 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -74342.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74353.273438 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -74353.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74355.570312 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -74355.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74361.929688 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -74361.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74361.929688 Penalty: 3174.527832
	Iteration 10F: 3 clusters Score -74361.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (179833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179833 members 
Entering Unmasked Estep 
Score: -25576332.000000 Penalty: 3000.746338
	Iteration 0F: 2 clusters Score -2.557633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -25479054.000000 Penalty: 6001.492676
	Iteration 0F: 3 clusters Score -2.547905e+07 nChanged 86386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88209 members 
Mstep: Class 2 contains 91624 members 
Entering Unmasked Estep 
Score: -25528658.000000 Penalty: 6001.492676
	Iteration 1F: 3 clusters Score -2.552866e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87529 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -25529562.000000 Penalty: 6001.492676
	Iteration 2Q: 3 clusters Score -2.552956e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -25530290.000000 Penalty: 6001.492676
	Iteration 3Q: 3 clusters Score -2.553029e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -25531232.000000 Penalty: 6001.492676
	Iteration 4Q: 3 clusters Score -2.553123e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -25532204.000000 Penalty: 6001.492676
	Iteration 5Q: 3 clusters Score -2.55322e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 97728 members 
Entering Unmasked Estep 
Score: -25533792.000000 Penalty: 6001.492676
	Iteration 6Q: 3 clusters Score -2.553379e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 100018 members 
Entering Unmasked Estep 
Score: -25535978.000000 Penalty: 6001.492676
	Iteration 7Q: 3 clusters Score -2.553598e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 102328 members 
Entering Unmasked Estep 
Score: -25539298.000000 Penalty: 6001.492676
	Iteration 8Q: 3 clusters Score -2.55393e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 104137 members 
Entering Unmasked Estep 
Score: -25543846.000000 Penalty: 6001.492676
	Iteration 9F: 3 clusters Score -2.554385e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 104344 members 
Entering Unmasked Estep 
Score: -25550698.000000 Penalty: 6001.492676
	Iteration 10F: 3 clusters Score -2.55507e+07 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -25557520.000000 Penalty: 6001.492676
	Iteration 11F: 3 clusters Score -2.555752e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 100368 members 
Entering Unmasked Estep 
Score: -25561352.000000 Penalty: 6001.492676
	Iteration 12F: 3 clusters Score -2.556135e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -25562562.000000 Penalty: 6001.492676
	Iteration 13Q: 3 clusters Score -2.556256e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 95323 members 
Entering Unmasked Estep 
Score: -25562740.000000 Penalty: 6001.492676
	Iteration 14Q: 3 clusters Score -2.556274e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86936 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -25563036.000000 Penalty: 6001.492676
	Iteration 15Q: 3 clusters Score -2.556304e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -25563196.000000 Penalty: 6001.492676
	Iteration 16Q: 3 clusters Score -2.55632e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92191 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -25563454.000000 Penalty: 6001.492676
	Iteration 17Q: 3 clusters Score -2.556345e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 84909 members 
Entering Unmasked Estep 
Score: -25563528.000000 Penalty: 6001.492676
	Iteration 18Q: 3 clusters Score -2.556353e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97763 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -25563626.000000 Penalty: 6001.492676
	Iteration 19Q: 3 clusters Score -2.556363e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100598 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -25563902.000000 Penalty: 6001.492676
	Iteration 20F: 3 clusters Score -2.55639e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 76524 members 
Entering Unmasked Estep 
Score: -25564092.000000 Penalty: 6001.492676
	Iteration 21Q: 3 clusters Score -2.556409e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106018 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -25564512.000000 Penalty: 6001.492676
	Iteration 22Q: 3 clusters Score -2.556451e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -25564624.000000 Penalty: 6001.492676
	Iteration 23Q: 3 clusters Score -2.556462e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111615 members 
Mstep: Class 2 contains 68218 members 
Entering Unmasked Estep 
Score: -25565012.000000 Penalty: 6001.492676
	Iteration 24Q: 3 clusters Score -2.556501e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114653 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -25565344.000000 Penalty: 6001.492676
	Iteration 25Q: 3 clusters Score -2.556534e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118051 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -25565936.000000 Penalty: 6001.492676
	Iteration 26Q: 3 clusters Score -2.556594e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121759 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -25566578.000000 Penalty: 6001.492676
	Iteration 27Q: 3 clusters Score -2.556658e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125853 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -25567470.000000 Penalty: 6001.492676
	Iteration 28Q: 3 clusters Score -2.556747e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130271 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -25568234.000000 Penalty: 6001.492676
	Iteration 29Q: 3 clusters Score -2.556823e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134949 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -25569380.000000 Penalty: 6001.492676
	Iteration 30Q: 3 clusters Score -2.556938e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139907 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -25570744.000000 Penalty: 6001.492676
	Iteration 31Q: 3 clusters Score -2.557074e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144551 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -25571762.000000 Penalty: 6001.492676
	Iteration 32Q: 3 clusters Score -2.557176e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147924 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -25572538.000000 Penalty: 6001.492676
	Iteration 33Q: 3 clusters Score -2.557254e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150437 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -25573214.000000 Penalty: 6001.492676
	Iteration 34Q: 3 clusters Score -2.557321e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152427 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -25573536.000000 Penalty: 6001.492676
	Iteration 35Q: 3 clusters Score -2.557354e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154039 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -25573638.000000 Penalty: 6001.492676
	Iteration 36Q: 3 clusters Score -2.557364e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155358 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -25573750.000000 Penalty: 6001.492676
	Iteration 37Q: 3 clusters Score -2.557375e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156502 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -25573844.000000 Penalty: 6001.492676
	Iteration 38Q: 3 clusters Score -2.557384e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157437 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -25573890.000000 Penalty: 6001.492676
	Iteration 39Q: 3 clusters Score -2.557389e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158213 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -25574182.000000 Penalty: 6001.492676
	Iteration 40F: 3 clusters Score -2.557418e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159113 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -25574156.000000 Penalty: 6001.492676
	Iteration 41Q: 3 clusters Score -2.557416e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159879 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -25574184.000000 Penalty: 6001.492676
	Iteration 42Q: 3 clusters Score -2.557418e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160566 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -25574224.000000 Penalty: 6001.492676
	Iteration 43Q: 3 clusters Score -2.557422e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161176 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -25574268.000000 Penalty: 6001.492676
	Iteration 44Q: 3 clusters Score -2.557427e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161729 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -25574166.000000 Penalty: 6001.492676
	Iteration 45Q: 3 clusters Score -2.557417e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162291 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -25574060.000000 Penalty: 6001.492676
	Iteration 46Q: 3 clusters Score -2.557406e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162807 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -25574068.000000 Penalty: 6001.492676
	Iteration 47Q: 3 clusters Score -2.557407e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163240 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -25574002.000000 Penalty: 6001.492676
	Iteration 48Q: 3 clusters Score -2.5574e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163621 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -25574122.000000 Penalty: 6001.492676
	Iteration 49Q: 3 clusters Score -2.557412e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -25574266.000000 Penalty: 6001.492676
	Iteration 50Q: 3 clusters Score -2.557427e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164352 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -25574284.000000 Penalty: 6001.492676
	Iteration 51Q: 3 clusters Score -2.557428e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164640 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -25574356.000000 Penalty: 6001.492676
	Iteration 52Q: 3 clusters Score -2.557436e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164904 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -25574384.000000 Penalty: 6001.492676
	Iteration 53Q: 3 clusters Score -2.557438e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165153 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -25574370.000000 Penalty: 6001.492676
	Iteration 54Q: 3 clusters Score -2.557437e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165416 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -25574426.000000 Penalty: 6001.492676
	Iteration 55Q: 3 clusters Score -2.557443e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165657 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -25574440.000000 Penalty: 6001.492676
	Iteration 56Q: 3 clusters Score -2.557444e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165894 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -25574502.000000 Penalty: 6001.492676
	Iteration 57Q: 3 clusters Score -2.55745e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166141 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -25574512.000000 Penalty: 6001.492676
	Iteration 58Q: 3 clusters Score -2.557451e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -25574538.000000 Penalty: 6001.492676
	Iteration 59Q: 3 clusters Score -2.557454e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166605 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -25574432.000000 Penalty: 6001.492676
	Iteration 60F: 3 clusters Score -2.557443e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166813 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2.557444e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167004 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -25574464.000000 Penalty: 6001.492676
	Iteration 62Q: 3 clusters Score -2.557446e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167197 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -25574442.000000 Penalty: 6001.492676
	Iteration 63Q: 3 clusters Score -2.557444e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167372 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -25574456.000000 Penalty: 6001.492676
	Iteration 64Q: 3 clusters Score -2.557446e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167549 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -25574516.000000 Penalty: 6001.492676
	Iteration 65Q: 3 clusters Score -2.557452e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167705 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -25574466.000000 Penalty: 6001.492676
	Iteration 66Q: 3 clusters Score -2.557447e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167862 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -25574452.000000 Penalty: 6001.492676
	Iteration 67Q: 3 clusters Score -2.557445e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -25574462.000000 Penalty: 6001.492676
	Iteration 68Q: 3 clusters Score -2.557446e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168233 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -25574484.000000 Penalty: 6001.492676
	Iteration 69Q: 3 clusters Score -2.557448e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168412 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.557452e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168591 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -25574540.000000 Penalty: 6001.492676
	Iteration 71Q: 3 clusters Score -2.557454e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168773 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -25574592.000000 Penalty: 6001.492676
	Iteration 72Q: 3 clusters Score -2.557459e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168949 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -25574582.000000 Penalty: 6001.492676
	Iteration 73Q: 3 clusters Score -2.557458e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169082 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -25574606.000000 Penalty: 6001.492676
	Iteration 74Q: 3 clusters Score -2.557461e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -25574570.000000 Penalty: 6001.492676
	Iteration 75Q: 3 clusters Score -2.557457e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -25574634.000000 Penalty: 6001.492676
	Iteration 76Q: 3 clusters Score -2.557463e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169458 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -25574680.000000 Penalty: 6001.492676
	Iteration 77Q: 3 clusters Score -2.557468e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169569 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -25574714.000000 Penalty: 6001.492676
	Iteration 78Q: 3 clusters Score -2.557471e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169669 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -25574756.000000 Penalty: 6001.492676
	Iteration 79Q: 3 clusters Score -2.557476e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169799 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -25574802.000000 Penalty: 6001.492676
	Iteration 80F: 3 clusters Score -2.55748e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169948 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.557484e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170098 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -25574874.000000 Penalty: 6001.492676
	Iteration 82Q: 3 clusters Score -2.557487e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170206 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -25574884.000000 Penalty: 6001.492676
	Iteration 83Q: 3 clusters Score -2.557488e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170330 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -25574832.000000 Penalty: 6001.492676
	Iteration 84Q: 3 clusters Score -2.557483e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.557481e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170600 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -25574844.000000 Penalty: 6001.492676
	Iteration 86Q: 3 clusters Score -2.557484e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170746 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.55748e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -25574818.000000 Penalty: 6001.492676
	Iteration 88Q: 3 clusters Score -2.557482e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171048 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.557479e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171162 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.55748e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171293 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.55748e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171435 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.557478e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171549 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.55748e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171655 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -25574838.000000 Penalty: 6001.492676
	Iteration 94Q: 3 clusters Score -2.557484e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171766 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -25574826.000000 Penalty: 6001.492676
	Iteration 95Q: 3 clusters Score -2.557483e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171861 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.557479e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171944 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -25574810.000000 Penalty: 6001.492676
	Iteration 97Q: 3 clusters Score -2.557481e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172025 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.55748e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172115 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -25574772.000000 Penalty: 6001.492676
	Iteration 99Q: 3 clusters Score -2.557477e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172208 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -25574758.000000 Penalty: 6001.492676
	Iteration 100F: 3 clusters Score -2.557476e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172293 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.557475e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172366 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.557475e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172439 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.557479e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -25574804.000000 Penalty: 6001.492676
	Iteration 104Q: 3 clusters Score -2.55748e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172564 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.557478e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172614 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -25574822.000000 Penalty: 6001.492676
	Iteration 106Q: 3 clusters Score -2.557482e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172660 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -25574822.000000 Penalty: 6001.492676
	Iteration 107Q: 3 clusters Score -2.557482e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172716 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.55748e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172787 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -25574776.000000 Penalty: 6001.492676
	Iteration 109Q: 3 clusters Score -2.557478e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172839 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -25574792.000000 Penalty: 6001.492676
	Iteration 110Q: 3 clusters Score -2.557479e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172892 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -25574848.000000 Penalty: 6001.492676
	Iteration 111Q: 3 clusters Score -2.557485e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172953 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -25574836.000000 Penalty: 6001.492676
	Iteration 112Q: 3 clusters Score -2.557484e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173003 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -25574838.000000 Penalty: 6001.492676
	Iteration 113Q: 3 clusters Score -2.557484e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173038 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.55748e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173066 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -25574834.000000 Penalty: 6001.492676
	Iteration 115Q: 3 clusters Score -2.557483e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173090 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -25574826.000000 Penalty: 6001.492676
	Iteration 116Q: 3 clusters Score -2.557483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173112 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -25574812.000000 Penalty: 6001.492676
	Iteration 117Q: 3 clusters Score -2.557481e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173141 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -25574800.000000 Penalty: 6001.492676
	Iteration 118Q: 3 clusters Score -2.55748e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173174 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.557481e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173210 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.557481e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173243 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.557484e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173281 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.557481e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173319 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.557481e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173355 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -25574828.000000 Penalty: 6001.492676
	Iteration 124Q: 3 clusters Score -2.557483e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173383 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -25574860.000000 Penalty: 6001.492676
	Iteration 125Q: 3 clusters Score -2.557486e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173427 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -25574848.000000 Penalty: 6001.492676
	Iteration 126Q: 3 clusters Score -2.557485e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173474 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -25574856.000000 Penalty: 6001.492676
	Iteration 127Q: 3 clusters Score -2.557486e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173533 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -25574856.000000 Penalty: 6001.492676
	Iteration 128Q: 3 clusters Score -2.557486e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173585 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -25574844.000000 Penalty: 6001.492676
	Iteration 129Q: 3 clusters Score -2.557484e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173637 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -25574788.000000 Penalty: 6001.492676
	Iteration 130Q: 3 clusters Score -2.557479e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173689 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -25574802.000000 Penalty: 6001.492676
	Iteration 131Q: 3 clusters Score -2.55748e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173742 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -25574810.000000 Penalty: 6001.492676
	Iteration 132Q: 3 clusters Score -2.557481e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173792 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -25574784.000000 Penalty: 6001.492676
	Iteration 133Q: 3 clusters Score -2.557478e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173843 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -25574780.000000 Penalty: 6001.492676
	Iteration 134Q: 3 clusters Score -2.557478e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173898 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -25574772.000000 Penalty: 6001.492676
	Iteration 135Q: 3 clusters Score -2.557477e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173953 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -25574782.000000 Penalty: 6001.492676
	Iteration 136Q: 3 clusters Score -2.557478e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174006 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -25574766.000000 Penalty: 6001.492676
	Iteration 137Q: 3 clusters Score -2.557477e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174052 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -25574798.000000 Penalty: 6001.492676
	Iteration 138Q: 3 clusters Score -2.55748e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174120 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -25574812.000000 Penalty: 6001.492676
	Iteration 139Q: 3 clusters Score -2.557481e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174189 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -25574806.000000 Penalty: 6001.492676
	Iteration 140F: 3 clusters Score -2.557481e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174253 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.557481e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174314 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -25574824.000000 Penalty: 6001.492676
	Iteration 142Q: 3 clusters Score -2.557482e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174371 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -25574800.000000 Penalty: 6001.492676
	Iteration 143Q: 3 clusters Score -2.55748e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174428 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -25574804.000000 Penalty: 6001.492676
	Iteration 144Q: 3 clusters Score -2.55748e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174481 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -25574756.000000 Penalty: 6001.492676
	Iteration 145Q: 3 clusters Score -2.557476e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174534 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -25574798.000000 Penalty: 6001.492676
	Iteration 146Q: 3 clusters Score -2.55748e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174593 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -25574830.000000 Penalty: 6001.492676
	Iteration 147Q: 3 clusters Score -2.557483e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174643 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -25574840.000000 Penalty: 6001.492676
	Iteration 148Q: 3 clusters Score -2.557484e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174687 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -25574824.000000 Penalty: 6001.492676
	Iteration 149Q: 3 clusters Score -2.557482e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174738 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -25574836.000000 Penalty: 6001.492676
	Iteration 150Q: 3 clusters Score -2.557484e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174783 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -25574862.000000 Penalty: 6001.492676
	Iteration 151Q: 3 clusters Score -2.557486e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174836 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -25574840.000000 Penalty: 6001.492676
	Iteration 152Q: 3 clusters Score -2.557484e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174881 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -25574830.000000 Penalty: 6001.492676
	Iteration 153Q: 3 clusters Score -2.557483e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174917 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -25574814.000000 Penalty: 6001.492676
	Iteration 154Q: 3 clusters Score -2.557481e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174955 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -25574796.000000 Penalty: 6001.492676
	Iteration 155Q: 3 clusters Score -2.55748e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174994 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -25574818.000000 Penalty: 6001.492676
	Iteration 156Q: 3 clusters Score -2.557482e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175039 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -25574820.000000 Penalty: 6001.492676
	Iteration 157Q: 3 clusters Score -2.557482e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175082 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -25574832.000000 Penalty: 6001.492676
	Iteration 158Q: 3 clusters Score -2.557483e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175117 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -25574808.000000 Penalty: 6001.492676
	Iteration 159Q: 3 clusters Score -2.557481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175150 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -25574808.000000 Penalty: 6001.492676
	Iteration 160F: 3 clusters Score -2.557481e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175198 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -25574818.000000 Penalty: 6001.492676
	Iteration 161Q: 3 clusters Score -2.557482e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175234 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -25574806.000000 Penalty: 6001.492676
	Iteration 162Q: 3 clusters Score -2.557481e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175274 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -25574784.000000 Penalty: 6001.492676
	Iteration 163Q: 3 clusters Score -2.557478e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175314 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -25574786.000000 Penalty: 6001.492676
	Iteration 164Q: 3 clusters Score -2.557479e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175358 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -25574766.000000 Penalty: 6001.492676
	Iteration 165Q: 3 clusters Score -2.557477e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175388 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -25574758.000000 Penalty: 6001.492676
	Iteration 166Q: 3 clusters Score -2.557476e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175416 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -25574776.000000 Penalty: 6001.492676
	Iteration 167Q: 3 clusters Score -2.557478e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -25574780.000000 Penalty: 6001.492676
	Iteration 168Q: 3 clusters Score -2.557478e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175484 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -25574774.000000 Penalty: 6001.492676
	Iteration 169Q: 3 clusters Score -2.557477e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175512 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -25574736.000000 Penalty: 6001.492676
	Iteration 170Q: 3 clusters Score -2.557474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175528 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -25574758.000000 Penalty: 6001.492676
	Iteration 171Q: 3 clusters Score -2.557476e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175546 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -25574772.000000 Penalty: 6001.492676
	Iteration 172Q: 3 clusters Score -2.557477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175561 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -25574750.000000 Penalty: 6001.492676
	Iteration 173Q: 3 clusters Score -2.557475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175578 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -25574742.000000 Penalty: 6001.492676
	Iteration 174Q: 3 clusters Score -2.557474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175600 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -25574724.000000 Penalty: 6001.492676
	Iteration 175Q: 3 clusters Score -2.557472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175608 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -25574728.000000 Penalty: 6001.492676
	Iteration 176Q: 3 clusters Score -2.557473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175616 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -25574722.000000 Penalty: 6001.492676
	Iteration 177Q: 3 clusters Score -2.557472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175630 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -25574744.000000 Penalty: 6001.492676
	Iteration 178Q: 3 clusters Score -2.557474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175636 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -25574732.000000 Penalty: 6001.492676
	Iteration 179Q: 3 clusters Score -2.557473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175643 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -25574708.000000 Penalty: 6001.492676
	Iteration 180F: 3 clusters Score -2.557471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -25574712.000000 Penalty: 6001.492676
	Iteration 181Q: 3 clusters Score -2.557471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175655 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -25574708.000000 Penalty: 6001.492676
	Iteration 182Q: 3 clusters Score -2.557471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175667 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -25574728.000000 Penalty: 6001.492676
	Iteration 183Q: 3 clusters Score -2.557473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175675 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -25574730.000000 Penalty: 6001.492676
	Iteration 184Q: 3 clusters Score -2.557473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175684 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -25574722.000000 Penalty: 6001.492676
	Iteration 185Q: 3 clusters Score -2.557472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175701 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -25574694.000000 Penalty: 6001.492676
	Iteration 186Q: 3 clusters Score -2.557469e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175721 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -25574706.000000 Penalty: 6001.492676
	Iteration 187Q: 3 clusters Score -2.557471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175737 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -25574702.000000 Penalty: 6001.492676
	Iteration 188Q: 3 clusters Score -2.55747e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175753 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -25574700.000000 Penalty: 6001.492676
	Iteration 189Q: 3 clusters Score -2.55747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175773 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -25574664.000000 Penalty: 6001.492676
	Iteration 190Q: 3 clusters Score -2.557466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175788 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -25574672.000000 Penalty: 6001.492676
	Iteration 191Q: 3 clusters Score -2.557467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175806 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -25574672.000000 Penalty: 6001.492676
	Iteration 192Q: 3 clusters Score -2.557467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175821 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -25574686.000000 Penalty: 6001.492676
	Iteration 193Q: 3 clusters Score -2.557469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175832 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -25574664.000000 Penalty: 6001.492676
	Iteration 194Q: 3 clusters Score -2.557466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175849 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -25574668.000000 Penalty: 6001.492676
	Iteration 195Q: 3 clusters Score -2.557467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175860 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -25574650.000000 Penalty: 6001.492676
	Iteration 196Q: 3 clusters Score -2.557465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175871 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -25574672.000000 Penalty: 6001.492676
	Iteration 197Q: 3 clusters Score -2.557467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175879 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -25574674.000000 Penalty: 6001.492676
	Iteration 198Q: 3 clusters Score -2.557467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175884 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -25574682.000000 Penalty: 6001.492676
	Iteration 199Q: 3 clusters Score -2.557468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175888 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -25574672.000000 Penalty: 6001.492676
	Iteration 200F: 3 clusters Score -2.557467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175891 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -25574664.000000 Penalty: 6001.492676
	Iteration 201Q: 3 clusters Score -2.557466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175892 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -25574660.000000 Penalty: 6001.492676
	Iteration 202Q: 3 clusters Score -2.557466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175893 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -25574648.000000 Penalty: 6001.492676
	Iteration 203Q: 3 clusters Score -2.557465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175896 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -25574660.000000 Penalty: 6001.492676
	Iteration 204Q: 3 clusters Score -2.557466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175900 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -25574652.000000 Penalty: 6001.492676
	Iteration 205Q: 3 clusters Score -2.557465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175903 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -25574650.000000 Penalty: 6001.492676
	Iteration 206Q: 3 clusters Score -2.557465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175907 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -25574632.000000 Penalty: 6001.492676
	Iteration 207Q: 3 clusters Score -2.557463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175913 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -25574640.000000 Penalty: 6001.492676
	Iteration 208Q: 3 clusters Score -2.557464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175921 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -25574658.000000 Penalty: 6001.492676
	Iteration 209Q: 3 clusters Score -2.557466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175924 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -25574642.000000 Penalty: 6001.492676
	Iteration 210Q: 3 clusters Score -2.557464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175928 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -25574634.000000 Penalty: 6001.492676
	Iteration 211Q: 3 clusters Score -2.557463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175934 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -25574634.000000 Penalty: 6001.492676
	Iteration 212Q: 3 clusters Score -2.557463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175939 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -25574638.000000 Penalty: 6001.492676
	Iteration 213Q: 3 clusters Score -2.557464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175943 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -25574642.000000 Penalty: 6001.492676
	Iteration 214Q: 3 clusters Score -2.557464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175947 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -25574648.000000 Penalty: 6001.492676
	Iteration 215Q: 3 clusters Score -2.557465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175949 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -25574658.000000 Penalty: 6001.492676
	Iteration 216Q: 3 clusters Score -2.557466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175957 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -25574646.000000 Penalty: 6001.492676
	Iteration 217Q: 3 clusters Score -2.557465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175959 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -25574656.000000 Penalty: 6001.492676
	Iteration 218Q: 3 clusters Score -2.557466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175962 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -25574652.000000 Penalty: 6001.492676
	Iteration 219Q: 3 clusters Score -2.557465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175967 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -25574636.000000 Penalty: 6001.492676
	Iteration 220F: 3 clusters Score -2.557464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175972 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -25574636.000000 Penalty: 6001.492676
	Iteration 221Q: 3 clusters Score -2.557464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175979 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -25574656.000000 Penalty: 6001.492676
	Iteration 222Q: 3 clusters Score -2.557466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175985 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -25574660.000000 Penalty: 6001.492676
	Iteration 223Q: 3 clusters Score -2.557466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175989 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -25574682.000000 Penalty: 6001.492676
	Iteration 224Q: 3 clusters Score -2.557468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175997 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -25574678.000000 Penalty: 6001.492676
	Iteration 225Q: 3 clusters Score -2.557468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176003 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -25574662.000000 Penalty: 6001.492676
	Iteration 226Q: 3 clusters Score -2.557466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176012 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -25574658.000000 Penalty: 6001.492676
	Iteration 227Q: 3 clusters Score -2.557466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176023 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -25574648.000000 Penalty: 6001.492676
	Iteration 228Q: 3 clusters Score -2.557465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176034 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -25574658.000000 Penalty: 6001.492676
	Iteration 229Q: 3 clusters Score -2.557466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176045 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -25574660.000000 Penalty: 6001.492676
	Iteration 230Q: 3 clusters Score -2.557466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176063 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -25574652.000000 Penalty: 6001.492676
	Iteration 231Q: 3 clusters Score -2.557465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176072 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -25574640.000000 Penalty: 6001.492676
	Iteration 232Q: 3 clusters Score -2.557464e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176087 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -25574628.000000 Penalty: 6001.492676
	Iteration 233Q: 3 clusters Score -2.557463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176097 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -25574640.000000 Penalty: 6001.492676
	Iteration 234Q: 3 clusters Score -2.557464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176106 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -25574628.000000 Penalty: 6001.492676
	Iteration 235Q: 3 clusters Score -2.557463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176109 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -25574614.000000 Penalty: 6001.492676
	Iteration 236Q: 3 clusters Score -2.557461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176109 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -25574636.000000 Penalty: 6001.492676
	Iteration 237Q: 3 clusters Score -2.557464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176110 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -25574626.000000 Penalty: 6001.492676
	Iteration 238Q: 3 clusters Score -2.557463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176110 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -25574626.000000 Penalty: 6001.492676
	Iteration 239F: 3 clusters Score -2.557463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (141643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141643 members 
Entering Unmasked Estep 
Score: -20099836.000000 Penalty: 2941.544189
	Iteration 0F: 2 clusters Score -2.009984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -20006724.000000 Penalty: 5883.088379
	Iteration 0F: 3 clusters Score -2.000672e+07 nChanged 67377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -20046622.000000 Penalty: 5883.088379
	Iteration 1F: 3 clusters Score -2.004662e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -20048140.000000 Penalty: 5883.088379
	Iteration 2Q: 3 clusters Score -2.004814e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -20050472.000000 Penalty: 5883.088379
	Iteration 3Q: 3 clusters Score -2.005047e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -20053658.000000 Penalty: 5883.088379
	Iteration 4Q: 3 clusters Score -2.005366e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -20058136.000000 Penalty: 5883.088379
	Iteration 5F: 3 clusters Score -2.005814e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 89585 members 
Entering Unmasked Estep 
Score: -20064272.000000 Penalty: 5883.088379
	Iteration 6F: 3 clusters Score -2.006427e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -20071744.000000 Penalty: 5883.088379
	Iteration 7F: 3 clusters Score -2.007174e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -20078720.000000 Penalty: 5883.088379
	Iteration 8F: 3 clusters Score -2.007872e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 107326 members 
Entering Unmasked Estep 
Score: -20083476.000000 Penalty: 5883.088379
	Iteration 9Q: 3 clusters Score -2.008348e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 110711 members 
Entering Unmasked Estep 
Score: -20085920.000000 Penalty: 5883.088379
	Iteration 10Q: 3 clusters Score -2.008592e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 113527 members 
Entering Unmasked Estep 
Score: -20087450.000000 Penalty: 5883.088379
	Iteration 11Q: 3 clusters Score -2.008745e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 116066 members 
Entering Unmasked Estep 
Score: -20088518.000000 Penalty: 5883.088379
	Iteration 12Q: 3 clusters Score -2.008852e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 118386 members 
Entering Unmasked Estep 
Score: -20089326.000000 Penalty: 5883.088379
	Iteration 13Q: 3 clusters Score -2.008933e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 120619 members 
Entering Unmasked Estep 
Score: -20090306.000000 Penalty: 5883.088379
	Iteration 14Q: 3 clusters Score -2.009031e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 122682 members 
Entering Unmasked Estep 
Score: -20091080.000000 Penalty: 5883.088379
	Iteration 15Q: 3 clusters Score -2.009108e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 124538 members 
Entering Unmasked Estep 
Score: -20091696.000000 Penalty: 5883.088379
	Iteration 16Q: 3 clusters Score -2.00917e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 126231 members 
Entering Unmasked Estep 
Score: -20092306.000000 Penalty: 5883.088379
	Iteration 17Q: 3 clusters Score -2.009231e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 127812 members 
Entering Unmasked Estep 
Score: -20092928.000000 Penalty: 5883.088379
	Iteration 18Q: 3 clusters Score -2.009293e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 129254 members 
Entering Unmasked Estep 
Score: -20093560.000000 Penalty: 5883.088379
	Iteration 19Q: 3 clusters Score -2.009356e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 130583 members 
Entering Unmasked Estep 
Score: -20094070.000000 Penalty: 5883.088379
	Iteration 20F: 3 clusters Score -2.009407e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -20094566.000000 Penalty: 5883.088379
	Iteration 21Q: 3 clusters Score -2.009457e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 132939 members 
Entering Unmasked Estep 
Score: -20095034.000000 Penalty: 5883.088379
	Iteration 22Q: 3 clusters Score -2.009503e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 133983 members 
Entering Unmasked Estep 
Score: -20095496.000000 Penalty: 5883.088379
	Iteration 23Q: 3 clusters Score -2.00955e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 134892 members 
Entering Unmasked Estep 
Score: -20095924.000000 Penalty: 5883.088379
	Iteration 24Q: 3 clusters Score -2.009592e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 135688 members 
Entering Unmasked Estep 
Score: -20096206.000000 Penalty: 5883.088379
	Iteration 25Q: 3 clusters Score -2.009621e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 136381 members 
Entering Unmasked Estep 
Score: -20096444.000000 Penalty: 5883.088379
	Iteration 26Q: 3 clusters Score -2.009644e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 136963 members 
Entering Unmasked Estep 
Score: -20096730.000000 Penalty: 5883.088379
	Iteration 27Q: 3 clusters Score -2.009673e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 137442 members 
Entering Unmasked Estep 
Score: -20096910.000000 Penalty: 5883.088379
	Iteration 28Q: 3 clusters Score -2.009691e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 137874 members 
Entering Unmasked Estep 
Score: -20097098.000000 Penalty: 5883.088379
	Iteration 29Q: 3 clusters Score -2.00971e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 138210 members 
Entering Unmasked Estep 
Score: -20097198.000000 Penalty: 5883.088379
	Iteration 30Q: 3 clusters Score -2.00972e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 138505 members 
Entering Unmasked Estep 
Score: -20097376.000000 Penalty: 5883.088379
	Iteration 31Q: 3 clusters Score -2.009738e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 138739 members 
Entering Unmasked Estep 
Score: -20097400.000000 Penalty: 5883.088379
	Iteration 32Q: 3 clusters Score -2.00974e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 138919 members 
Entering Unmasked Estep 
Score: -20097450.000000 Penalty: 5883.088379
	Iteration 33Q: 3 clusters Score -2.009745e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 139074 members 
Entering Unmasked Estep 
Score: -20097528.000000 Penalty: 5883.088379
	Iteration 34Q: 3 clusters Score -2.009753e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 139229 members 
Entering Unmasked Estep 
Score: -20097528.000000 Penalty: 5883.088379
	Iteration 35Q: 3 clusters Score -2.009753e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 139359 members 
Entering Unmasked Estep 
Score: -20097544.000000 Penalty: 5883.088379
	Iteration 36Q: 3 clusters Score -2.009754e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 139474 members 
Entering Unmasked Estep 
Score: -20097590.000000 Penalty: 5883.088379
	Iteration 37Q: 3 clusters Score -2.009759e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 139592 members 
Entering Unmasked Estep 
Score: -20097618.000000 Penalty: 5883.088379
	Iteration 38Q: 3 clusters Score -2.009762e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 139670 members 
Entering Unmasked Estep 
Score: -20097630.000000 Penalty: 5883.088379
	Iteration 39Q: 3 clusters Score -2.009763e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 139734 members 
Entering Unmasked Estep 
Score: -20097680.000000 Penalty: 5883.088379
	Iteration 40F: 3 clusters Score -2.009768e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 139788 members 
Entering Unmasked Estep 
Score: -20097686.000000 Penalty: 5883.088379
	Iteration 41Q: 3 clusters Score -2.009769e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 139837 members 
Entering Unmasked Estep 
Score: -20097680.000000 Penalty: 5883.088379
	Iteration 42Q: 3 clusters Score -2.009768e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 139867 members 
Entering Unmasked Estep 
Score: -20097706.000000 Penalty: 5883.088379
	Iteration 43Q: 3 clusters Score -2.009771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 139887 members 
Entering Unmasked Estep 
Score: -20097728.000000 Penalty: 5883.088379
	Iteration 44Q: 3 clusters Score -2.009773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 139902 members 
Entering Unmasked Estep 
Score: -20097728.000000 Penalty: 5883.088379
	Iteration 45Q: 3 clusters Score -2.009773e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 139921 members 
Entering Unmasked Estep 
Score: -20097714.000000 Penalty: 5883.088379
	Iteration 46Q: 3 clusters Score -2.009771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 139945 members 
Entering Unmasked Estep 
Score: -20097740.000000 Penalty: 5883.088379
	Iteration 47Q: 3 clusters Score -2.009774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 139974 members 
Entering Unmasked Estep 
Score: -20097744.000000 Penalty: 5883.088379
	Iteration 48Q: 3 clusters Score -2.009774e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 140009 members 
Entering Unmasked Estep 
Score: -20097720.000000 Penalty: 5883.088379
	Iteration 49Q: 3 clusters Score -2.009772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 140027 members 
Entering Unmasked Estep 
Score: -20097758.000000 Penalty: 5883.088379
	Iteration 50Q: 3 clusters Score -2.009776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 140043 members 
Entering Unmasked Estep 
Score: -20097774.000000 Penalty: 5883.088379
	Iteration 51Q: 3 clusters Score -2.009777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 140061 members 
Entering Unmasked Estep 
Score: -20097768.000000 Penalty: 5883.088379
	Iteration 52Q: 3 clusters Score -2.009777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 140068 members 
Entering Unmasked Estep 
Score: -20097758.000000 Penalty: 5883.088379
	Iteration 53Q: 3 clusters Score -2.009776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 140080 members 
Entering Unmasked Estep 
Score: -20097772.000000 Penalty: 5883.088379
	Iteration 54Q: 3 clusters Score -2.009777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 140088 members 
Entering Unmasked Estep 
Score: -20097782.000000 Penalty: 5883.088379
	Iteration 55Q: 3 clusters Score -2.009778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 140092 members 
Entering Unmasked Estep 
Score: -20097802.000000 Penalty: 5883.088379
	Iteration 56Q: 3 clusters Score -2.00978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 140094 members 
Entering Unmasked Estep 
Score: -20097808.000000 Penalty: 5883.088379
	Iteration 57Q: 3 clusters Score -2.009781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 140100 members 
Entering Unmasked Estep 
Score: -20097810.000000 Penalty: 5883.088379
	Iteration 58Q: 3 clusters Score -2.009781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 140104 members 
Entering Unmasked Estep 
Score: -20097808.000000 Penalty: 5883.088379
	Iteration 59Q: 3 clusters Score -2.009781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 140112 members 
Entering Unmasked Estep 
Score: -20097822.000000 Penalty: 5883.088379
	Iteration 60F: 3 clusters Score -2.009782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 140118 members 
Entering Unmasked Estep 
Score: -20097822.000000 Penalty: 5883.088379
	Iteration 61Q: 3 clusters Score -2.009782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 140121 members 
Entering Unmasked Estep 
Score: -20097818.000000 Penalty: 5883.088379
	Iteration 62Q: 3 clusters Score -2.009782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 140123 members 
Entering Unmasked Estep 
Score: -20097834.000000 Penalty: 5883.088379
	Iteration 63Q: 3 clusters Score -2.009783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 140125 members 
Entering Unmasked Estep 
Score: -20097816.000000 Penalty: 5883.088379
	Iteration 64Q: 3 clusters Score -2.009782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 140131 members 
Entering Unmasked Estep 
Score: -20097828.000000 Penalty: 5883.088379
	Iteration 65Q: 3 clusters Score -2.009783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 140137 members 
Entering Unmasked Estep 
Score: -20097812.000000 Penalty: 5883.088379
	Iteration 66Q: 3 clusters Score -2.009781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 140141 members 
Entering Unmasked Estep 
Score: -20097812.000000 Penalty: 5883.088379
	Iteration 67Q: 3 clusters Score -2.009781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 140146 members 
Entering Unmasked Estep 
Score: -20097812.000000 Penalty: 5883.088379
	Iteration 68Q: 3 clusters Score -2.009781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 140148 members 
Entering Unmasked Estep 
Score: -20097814.000000 Penalty: 5883.088379
	Iteration 69Q: 3 clusters Score -2.009781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 140149 members 
Entering Unmasked Estep 
Score: -20097808.000000 Penalty: 5883.088379
	Iteration 70Q: 3 clusters Score -2.009781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 140150 members 
Entering Unmasked Estep 
Score: -20097812.000000 Penalty: 5883.088379
	Iteration 71Q: 3 clusters Score -2.009781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 140150 members 
Entering Unmasked Estep 
Score: -20097812.000000 Penalty: 5883.088379
	Iteration 72F: 3 clusters Score -2.009781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Entering Unmasked Estep 
Score: -1908372.750000 Penalty: 2355.559082
	Iteration 0F: 2 clusters Score -1908373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1898594.375000 Penalty: 4711.118164
	Iteration 0F: 3 clusters Score -1898594 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1901627.875000 Penalty: 4711.118164
	Iteration 1F: 3 clusters Score -1901628 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1901909.500000 Penalty: 4711.118164
	Iteration 2F: 3 clusters Score -1901910 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1902101.250000 Penalty: 4711.118164
	Iteration 3Q: 3 clusters Score -1902101 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1902230.000000 Penalty: 4711.118164
	Iteration 4Q: 3 clusters Score -1902230 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1902310.375000 Penalty: 4711.118164
	Iteration 5Q: 3 clusters Score -1902310 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1902387.250000 Penalty: 4711.118164
	Iteration 6Q: 3 clusters Score -1902387 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1902443.000000 Penalty: 4711.118164
	Iteration 7Q: 3 clusters Score -1902443 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1902510.250000 Penalty: 4711.118164
	Iteration 8Q: 3 clusters Score -1902510 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1902558.125000 Penalty: 4711.118164
	Iteration 9Q: 3 clusters Score -1902558 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1902617.625000 Penalty: 4711.118164
	Iteration 10Q: 3 clusters Score -1902618 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1902679.875000 Penalty: 4711.118164
	Iteration 11Q: 3 clusters Score -1902680 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1902756.500000 Penalty: 4711.118164
	Iteration 12Q: 3 clusters Score -1902756 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1902850.875000 Penalty: 4711.118164
	Iteration 13Q: 3 clusters Score -1902851 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1902969.750000 Penalty: 4711.118164
	Iteration 14Q: 3 clusters Score -1902970 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1903122.375000 Penalty: 4711.118164
	Iteration 15Q: 3 clusters Score -1903122 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1903328.125000 Penalty: 4711.118164
	Iteration 16Q: 3 clusters Score -1903328 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1903545.125000 Penalty: 4711.118164
	Iteration 17Q: 3 clusters Score -1903545 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1903812.875000 Penalty: 4711.118164
	Iteration 18Q: 3 clusters Score -1903813 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1904131.250000 Penalty: 4711.118164
	Iteration 19Q: 3 clusters Score -1904131 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1904467.125000 Penalty: 4711.118164
	Iteration 20F: 3 clusters Score -1904467 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1904793.375000 Penalty: 4711.118164
	Iteration 21Q: 3 clusters Score -1904793 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1905090.000000 Penalty: 4711.118164
	Iteration 22Q: 3 clusters Score -1905090 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1905332.875000 Penalty: 4711.118164
	Iteration 23Q: 3 clusters Score -1905333 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1905541.750000 Penalty: 4711.118164
	Iteration 24Q: 3 clusters Score -1905542 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1905712.500000 Penalty: 4711.118164
	Iteration 25Q: 3 clusters Score -1905712 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1905862.375000 Penalty: 4711.118164
	Iteration 26Q: 3 clusters Score -1905862 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1905963.875000 Penalty: 4711.118164
	Iteration 27Q: 3 clusters Score -1905964 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1906046.750000 Penalty: 4711.118164
	Iteration 28Q: 3 clusters Score -1906047 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1906107.750000 Penalty: 4711.118164
	Iteration 29Q: 3 clusters Score -1906108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1906147.000000 Penalty: 4711.118164
	Iteration 30Q: 3 clusters Score -1906147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1906175.375000 Penalty: 4711.118164
	Iteration 31Q: 3 clusters Score -1906175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1906201.750000 Penalty: 4711.118164
	Iteration 32Q: 3 clusters Score -1906202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1906226.625000 Penalty: 4711.118164
	Iteration 33Q: 3 clusters Score -1906227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1906242.875000 Penalty: 4711.118164
	Iteration 34Q: 3 clusters Score -1906243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1906259.625000 Penalty: 4711.118164
	Iteration 35Q: 3 clusters Score -1906260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1906277.250000 Penalty: 4711.118164
	Iteration 36Q: 3 clusters Score -1906277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1906280.500000 Penalty: 4711.118164
	Iteration 37Q: 3 clusters Score -1906280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1906282.000000 Penalty: 4711.118164
	Iteration 38Q: 3 clusters Score -1906282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1906284.375000 Penalty: 4711.118164
	Iteration 39Q: 3 clusters Score -1906284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1906290.875000 Penalty: 4711.118164
	Iteration 40F: 3 clusters Score -1906291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1906291.625000 Penalty: 4711.118164
	Iteration 41Q: 3 clusters Score -1906292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1906292.750000 Penalty: 4711.118164
	Iteration 42Q: 3 clusters Score -1906293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1906294.750000 Penalty: 4711.118164
	Iteration 43Q: 3 clusters Score -1906295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1906298.250000 Penalty: 4711.118164
	Iteration 44Q: 3 clusters Score -1906298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1906299.500000 Penalty: 4711.118164
	Iteration 45Q: 3 clusters Score -1906300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1906302.625000 Penalty: 4711.118164
	Iteration 46Q: 3 clusters Score -1906303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1906303.750000 Penalty: 4711.118164
	Iteration 47Q: 3 clusters Score -1906304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1906302.750000 Penalty: 4711.118164
	Iteration 48Q: 3 clusters Score -1906303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1906303.625000 Penalty: 4711.118164
	Iteration 49Q: 3 clusters Score -1906304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1906303.625000 Penalty: 4711.118164
	Iteration 50F: 3 clusters Score -1906304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -54306.320312 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -54306.32 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 205 members 
Entering Unmasked Estep 
Score: -52875.882812 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -52875.88 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53057.613281 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -53057.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53130.359375 Penalty: 3008.789795
	Iteration 2Q: 3 clusters Score -53130.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53178.734375 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -53178.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53236.261719 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -53236.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53288.796875 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -53288.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53349.800781 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -53349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53401.398438 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -53401.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53448.277344 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -53448.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53471.785156 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -53471.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53486.242188 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -53486.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53487.472656 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -53487.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -53488.503906 Penalty: 3008.789795
	Iteration 12Q: 3 clusters Score -53488.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -53488.503906 Penalty: 3008.789795
	Iteration 13F: 3 clusters Score -53488.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -263285.687500 Penalty: 1870.863037
	Iteration 0F: 2 clusters Score -263285.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -260737.328125 Penalty: 3741.726074
	Iteration 0F: 3 clusters Score -260737.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -261214.750000 Penalty: 3741.726074
	Iteration 1F: 3 clusters Score -261214.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -261399.734375 Penalty: 3741.726074
	Iteration 2F: 3 clusters Score -261399.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -261531.359375 Penalty: 3741.726074
	Iteration 3F: 3 clusters Score -261531.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -261623.875000 Penalty: 3741.726074
	Iteration 4Q: 3 clusters Score -261623.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -261680.312500 Penalty: 3741.726074
	Iteration 5Q: 3 clusters Score -261680.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -261722.828125 Penalty: 3741.726074
	Iteration 6Q: 3 clusters Score -261722.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -261746.468750 Penalty: 3741.726074
	Iteration 7Q: 3 clusters Score -261746.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -261762.250000 Penalty: 3741.726074
	Iteration 8Q: 3 clusters Score -261762.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -261775.218750 Penalty: 3741.726074
	Iteration 9Q: 3 clusters Score -261775.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -261780.562500 Penalty: 3741.726074
	Iteration 10Q: 3 clusters Score -261780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -261788.109375 Penalty: 3741.726074
	Iteration 11Q: 3 clusters Score -261788.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -261794.718750 Penalty: 3741.726074
	Iteration 12Q: 3 clusters Score -261794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -261801.468750 Penalty: 3741.726074
	Iteration 13Q: 3 clusters Score -261801.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -261806.765625 Penalty: 3741.726074
	Iteration 14Q: 3 clusters Score -261806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -261810.578125 Penalty: 3741.726074
	Iteration 15Q: 3 clusters Score -261810.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -261816.562500 Penalty: 3741.726074
	Iteration 16Q: 3 clusters Score -261816.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -261820.953125 Penalty: 3741.726074
	Iteration 17Q: 3 clusters Score -261821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -261826.015625 Penalty: 3741.726074
	Iteration 18Q: 3 clusters Score -261826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -261831.828125 Penalty: 3741.726074
	Iteration 19Q: 3 clusters Score -261831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -261837.812500 Penalty: 3741.726074
	Iteration 20F: 3 clusters Score -261837.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -261843.687500 Penalty: 3741.726074
	Iteration 21Q: 3 clusters Score -261843.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -261848.859375 Penalty: 3741.726074
	Iteration 22Q: 3 clusters Score -261848.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -261858.343750 Penalty: 3741.726074
	Iteration 23Q: 3 clusters Score -261858.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -261869.687500 Penalty: 3741.726074
	Iteration 24Q: 3 clusters Score -261869.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -261879.390625 Penalty: 3741.726074
	Iteration 25Q: 3 clusters Score -261879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -261882.031250 Penalty: 3741.726074
	Iteration 26Q: 3 clusters Score -261882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -261884.500000 Penalty: 3741.726074
	Iteration 27Q: 3 clusters Score -261884.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -261888.859375 Penalty: 3741.726074
	Iteration 28Q: 3 clusters Score -261888.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -261894.953125 Penalty: 3741.726074
	Iteration 29Q: 3 clusters Score -261895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -261900.328125 Penalty: 3741.726074
	Iteration 30Q: 3 clusters Score -261900.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -261905.281250 Penalty: 3741.726074
	Iteration 31Q: 3 clusters Score -261905.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -261912.296875 Penalty: 3741.726074
	Iteration 32Q: 3 clusters Score -261912.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -261918.703125 Penalty: 3741.726074
	Iteration 33Q: 3 clusters Score -261918.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -261925.734375 Penalty: 3741.726074
	Iteration 34Q: 3 clusters Score -261925.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -261933.765625 Penalty: 3741.726074
	Iteration 35Q: 3 clusters Score -261933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -261940.343750 Penalty: 3741.726074
	Iteration 36Q: 3 clusters Score -261940.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -261949.359375 Penalty: 3741.726074
	Iteration 37Q: 3 clusters Score -261949.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -261956.546875 Penalty: 3741.726074
	Iteration 38Q: 3 clusters Score -261956.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -261959.921875 Penalty: 3741.726074
	Iteration 39Q: 3 clusters Score -261959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -261964.906250 Penalty: 3741.726074
	Iteration 40F: 3 clusters Score -261964.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -261973.875000 Penalty: 3741.726074
	Iteration 41Q: 3 clusters Score -261973.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -261983.750000 Penalty: 3741.726074
	Iteration 42Q: 3 clusters Score -261983.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -261992.390625 Penalty: 3741.726074
	Iteration 43Q: 3 clusters Score -261992.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -262000.265625 Penalty: 3741.726074
	Iteration 44Q: 3 clusters Score -262000.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -262008.296875 Penalty: 3741.726074
	Iteration 45Q: 3 clusters Score -262008.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -262012.171875 Penalty: 3741.726074
	Iteration 46Q: 3 clusters Score -262012.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -262012.640625 Penalty: 3741.726074
	Iteration 47Q: 3 clusters Score -262012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -262014.281250 Penalty: 3741.726074
	Iteration 48Q: 3 clusters Score -262014.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -262018.203125 Penalty: 3741.726074
	Iteration 49Q: 3 clusters Score -262018.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -262025.406250 Penalty: 3741.726074
	Iteration 50Q: 3 clusters Score -262025.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -262029.437500 Penalty: 3741.726074
	Iteration 51Q: 3 clusters Score -262029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -262034.984375 Penalty: 3741.726074
	Iteration 52Q: 3 clusters Score -262035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -262037.468750 Penalty: 3741.726074
	Iteration 53Q: 3 clusters Score -262037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -262039.171875 Penalty: 3741.726074
	Iteration 54Q: 3 clusters Score -262039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -262040.921875 Penalty: 3741.726074
	Iteration 55Q: 3 clusters Score -262040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -262041.484375 Penalty: 3741.726074
	Iteration 56Q: 3 clusters Score -262041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -262041.484375 Penalty: 3741.726074
	Iteration 57F: 3 clusters Score -262041.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -60809.277344 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -60809.28 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 295 members 
Entering Unmasked Estep 
Score: -59297.335938 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -59297.34 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59856.800781 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -59856.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60309.941406 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -60309.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60787.539062 Penalty: 3181.075684
	Iteration 3F: 3 clusters Score -60787.54 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61307.371094 Penalty: 3181.075684
	Iteration 4F: 3 clusters Score -61307.37 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61998.617188 Penalty: 3181.075684
	Iteration 5F: 3 clusters Score -61998.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62324.226562 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -62324.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -62367.269531 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -62367.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -62397.226562 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -62397.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -62397.226562 Penalty: 3181.075684
	Iteration 9F: 3 clusters Score -62397.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 149709 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3750 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41169 members 
Mstep: Class 8 contains 97806 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179833 members 
Mstep: Class 11 contains 141643 members 
Mstep: Class 12 contains 13336 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 141252 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 34526 members 
Mstep: Class 19 contains 143840 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38498 members 
Mstep: Class 22 contains 1912 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39217 members 
Mstep: Class 25 contains 406 members 
Entering Unmasked Estep 
Score: -147159296.000000 Penalty: 86006.992188
Splitting cluster 15 changes total score from -147159584.000000 to -147159296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (141252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141252 members 
Entering Unmasked Estep 
Score: -19816506.000000 Penalty: 2940.858643
	Iteration 0F: 2 clusters Score -1.981651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -19724808.000000 Penalty: 5881.717285
	Iteration 0F: 3 clusters Score -1.972481e+07 nChanged 67274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -19763522.000000 Penalty: 5881.717285
	Iteration 1F: 3 clusters Score -1.976352e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -19764282.000000 Penalty: 5881.717285
	Iteration 2Q: 3 clusters Score -1.976428e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
Score: -19765308.000000 Penalty: 5881.717285
	Iteration 3Q: 3 clusters Score -1.976531e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 81188 members 
Entering Unmasked Estep 
Score: -19766718.000000 Penalty: 5881.717285
	Iteration 4Q: 3 clusters Score -1.976672e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 86807 members 
Entering Unmasked Estep 
Score: -19769304.000000 Penalty: 5881.717285
	Iteration 5Q: 3 clusters Score -1.97693e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 94941 members 
Entering Unmasked Estep 
Score: -19774322.000000 Penalty: 5881.717285
	Iteration 6F: 3 clusters Score -1.977432e+07 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -19782270.000000 Penalty: 5881.717285
	Iteration 7F: 3 clusters Score -1.978227e+07 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 118037 members 
Entering Unmasked Estep 
Score: -19792720.000000 Penalty: 5881.717285
	Iteration 8F: 3 clusters Score -1.979272e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 129261 members 
Entering Unmasked Estep 
Score: -19803134.000000 Penalty: 5881.717285
	Iteration 9F: 3 clusters Score -1.980313e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 136449 members 
Entering Unmasked Estep 
Score: -19809764.000000 Penalty: 5881.717285
	Iteration 10F: 3 clusters Score -1.980976e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 139582 members 
Entering Unmasked Estep 
Score: -19812586.000000 Penalty: 5881.717285
	Iteration 11Q: 3 clusters Score -1.981259e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 140571 members 
Entering Unmasked Estep 
Score: -19813474.000000 Penalty: 5881.717285
	Iteration 12Q: 3 clusters Score -1.981347e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 140856 members 
Entering Unmasked Estep 
Score: -19813752.000000 Penalty: 5881.717285
	Iteration 13Q: 3 clusters Score -1.981375e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 140941 members 
Entering Unmasked Estep 
Score: -19813830.000000 Penalty: 5881.717285
	Iteration 14Q: 3 clusters Score -1.981383e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 140974 members 
Entering Unmasked Estep 
Score: -19813878.000000 Penalty: 5881.717285
	Iteration 15Q: 3 clusters Score -1.981388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 140999 members 
Entering Unmasked Estep 
Score: -19813918.000000 Penalty: 5881.717285
	Iteration 16Q: 3 clusters Score -1.981392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 141006 members 
Entering Unmasked Estep 
Score: -19813950.000000 Penalty: 5881.717285
	Iteration 17Q: 3 clusters Score -1.981395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 141008 members 
Entering Unmasked Estep 
Score: -19813962.000000 Penalty: 5881.717285
	Iteration 18Q: 3 clusters Score -1.981396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 141009 members 
Entering Unmasked Estep 
Score: -19813952.000000 Penalty: 5881.717285
	Iteration 19Q: 3 clusters Score -1.981395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 141015 members 
Entering Unmasked Estep 
Score: -19813962.000000 Penalty: 5881.717285
	Iteration 20F: 3 clusters Score -1.981396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 141015 members 
Entering Unmasked Estep 
Score: -19813970.000000 Penalty: 5881.717285
	Iteration 21Q: 3 clusters Score -1.981397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 141015 members 
Entering Unmasked Estep 
Score: -19813970.000000 Penalty: 5881.717285
	Iteration 22F: 3 clusters Score -1.981397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Entering Unmasked Estep 
Score: -946239.875000 Penalty: 2184.808838
	Iteration 0F: 2 clusters Score -946239.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -940621.500000 Penalty: 4369.617676
	Iteration 0F: 3 clusters Score -940621.5 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -942097.562500 Penalty: 4369.617676
	Iteration 1F: 3 clusters Score -942097.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -942357.437500 Penalty: 4369.617676
	Iteration 2F: 3 clusters Score -942357.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -942556.937500 Penalty: 4369.617676
	Iteration 3F: 3 clusters Score -942556.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -942715.937500 Penalty: 4369.617676
	Iteration 4Q: 3 clusters Score -942715.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -942850.812500 Penalty: 4369.617676
	Iteration 5Q: 3 clusters Score -942850.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -942987.687500 Penalty: 4369.617676
	Iteration 6Q: 3 clusters Score -942987.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -943125.687500 Penalty: 4369.617676
	Iteration 7Q: 3 clusters Score -943125.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -943258.312500 Penalty: 4369.617676
	Iteration 8Q: 3 clusters Score -943258.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -943391.562500 Penalty: 4369.617676
	Iteration 9Q: 3 clusters Score -943391.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -943505.250000 Penalty: 4369.617676
	Iteration 10Q: 3 clusters Score -943505.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -943617.250000 Penalty: 4369.617676
	Iteration 11Q: 3 clusters Score -943617.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -943738.625000 Penalty: 4369.617676
	Iteration 12Q: 3 clusters Score -943738.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -943850.250000 Penalty: 4369.617676
	Iteration 13Q: 3 clusters Score -943850.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -943952.000000 Penalty: 4369.617676
	Iteration 14Q: 3 clusters Score -943952 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -944036.062500 Penalty: 4369.617676
	Iteration 15Q: 3 clusters Score -944036.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -944101.250000 Penalty: 4369.617676
	Iteration 16Q: 3 clusters Score -944101.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -944144.687500 Penalty: 4369.617676
	Iteration 17Q: 3 clusters Score -944144.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -944176.000000 Penalty: 4369.617676
	Iteration 18Q: 3 clusters Score -944176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -944204.062500 Penalty: 4369.617676
	Iteration 19Q: 3 clusters Score -944204.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -944219.187500 Penalty: 4369.617676
	Iteration 20F: 3 clusters Score -944219.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -944228.312500 Penalty: 4369.617676
	Iteration 21Q: 3 clusters Score -944228.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -944237.000000 Penalty: 4369.617676
	Iteration 22Q: 3 clusters Score -944237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -944245.875000 Penalty: 4369.617676
	Iteration 23Q: 3 clusters Score -944245.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -944254.312500 Penalty: 4369.617676
	Iteration 24Q: 3 clusters Score -944254.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -944259.375000 Penalty: 4369.617676
	Iteration 25Q: 3 clusters Score -944259.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -944265.375000 Penalty: 4369.617676
	Iteration 26Q: 3 clusters Score -944265.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -944264.625000 Penalty: 4369.617676
	Iteration 27Q: 3 clusters Score -944264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -944267.687500 Penalty: 4369.617676
	Iteration 28Q: 3 clusters Score -944267.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -944273.437500 Penalty: 4369.617676
	Iteration 29Q: 3 clusters Score -944273.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -944272.312500 Penalty: 4369.617676
	Iteration 30Q: 3 clusters Score -944272.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -944275.625000 Penalty: 4369.617676
	Iteration 31Q: 3 clusters Score -944275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -944278.000000 Penalty: 4369.617676
	Iteration 32Q: 3 clusters Score -944278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -944279.000000 Penalty: 4369.617676
	Iteration 33Q: 3 clusters Score -944279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -944284.937500 Penalty: 4369.617676
	Iteration 34Q: 3 clusters Score -944284.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -944289.750000 Penalty: 4369.617676
	Iteration 35Q: 3 clusters Score -944289.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -944292.562500 Penalty: 4369.617676
	Iteration 36Q: 3 clusters Score -944292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -944294.625000 Penalty: 4369.617676
	Iteration 37Q: 3 clusters Score -944294.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -944295.625000 Penalty: 4369.617676
	Iteration 38Q: 3 clusters Score -944295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -944296.625000 Penalty: 4369.617676
	Iteration 39Q: 3 clusters Score -944296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -944298.187500 Penalty: 4369.617676
	Iteration 40F: 3 clusters Score -944298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -944299.375000 Penalty: 4369.617676
	Iteration 41Q: 3 clusters Score -944299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -944301.625000 Penalty: 4369.617676
	Iteration 42Q: 3 clusters Score -944301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -944301.625000 Penalty: 4369.617676
	Iteration 43F: 3 clusters Score -944301.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Entering Unmasked Estep 
Score: -4927810.000000 Penalty: 2591.468018
	Iteration 0F: 2 clusters Score -4927810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -4904366.500000 Penalty: 5182.936035
	Iteration 0F: 3 clusters Score -4904366 nChanged 15608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -4912837.000000 Penalty: 5182.936035
	Iteration 1F: 3 clusters Score -4912837 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4913292.500000 Penalty: 5182.936035
	Iteration 2Q: 3 clusters Score -4913292 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -4913778.500000 Penalty: 5182.936035
	Iteration 3Q: 3 clusters Score -4913778 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -4914397.500000 Penalty: 5182.936035
	Iteration 4Q: 3 clusters Score -4914398 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -4915376.000000 Penalty: 5182.936035
	Iteration 5F: 3 clusters Score -4915376 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -4916884.500000 Penalty: 5182.936035
	Iteration 6F: 3 clusters Score -4916884 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -4919050.500000 Penalty: 5182.936035
	Iteration 7F: 3 clusters Score -4919050 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -4921648.500000 Penalty: 5182.936035
	Iteration 8F: 3 clusters Score -4921648 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -4923749.500000 Penalty: 5182.936035
	Iteration 9F: 3 clusters Score -4923750 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4924770.000000 Penalty: 5182.936035
	Iteration 10Q: 3 clusters Score -4924770 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4925203.500000 Penalty: 5182.936035
	Iteration 11Q: 3 clusters Score -4925204 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -4925388.500000 Penalty: 5182.936035
	Iteration 12Q: 3 clusters Score -4925388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4925471.000000 Penalty: 5182.936035
	Iteration 13Q: 3 clusters Score -4925471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -4925507.000000 Penalty: 5182.936035
	Iteration 14Q: 3 clusters Score -4925507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4925521.500000 Penalty: 5182.936035
	Iteration 15Q: 3 clusters Score -4925522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -4925545.500000 Penalty: 5182.936035
	Iteration 16Q: 3 clusters Score -4925546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -4925568.500000 Penalty: 5182.936035
	Iteration 17Q: 3 clusters Score -4925568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -4925583.500000 Penalty: 5182.936035
	Iteration 18Q: 3 clusters Score -4925584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -4925594.000000 Penalty: 5182.936035
	Iteration 19Q: 3 clusters Score -4925594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -4925594.500000 Penalty: 5182.936035
	Iteration 20F: 3 clusters Score -4925594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -4925601.500000 Penalty: 5182.936035
	Iteration 21Q: 3 clusters Score -4925602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4925598.000000 Penalty: 5182.936035
	Iteration 22Q: 3 clusters Score -4925598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4925609.000000 Penalty: 5182.936035
	Iteration 23Q: 3 clusters Score -4925609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4925617.000000 Penalty: 5182.936035
	Iteration 24Q: 3 clusters Score -4925617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4925618.500000 Penalty: 5182.936035
	Iteration 25Q: 3 clusters Score -4925618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4925622.000000 Penalty: 5182.936035
	Iteration 26Q: 3 clusters Score -4925622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4925627.500000 Penalty: 5182.936035
	Iteration 27Q: 3 clusters Score -4925628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4925627.500000 Penalty: 5182.936035
	Iteration 28F: 3 clusters Score -4925628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (143840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143840 members 
Entering Unmasked Estep 
Score: -20256658.000000 Penalty: 2945.361328
	Iteration 0F: 2 clusters Score -2.025666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -20161760.000000 Penalty: 5890.722656
	Iteration 0F: 3 clusters Score -2.016176e+07 nChanged 68570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -20201330.000000 Penalty: 5890.722656
	Iteration 1F: 3 clusters Score -2.020133e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69333 members 
Mstep: Class 2 contains 74507 members 
Entering Unmasked Estep 
Score: -20202696.000000 Penalty: 5890.722656
	Iteration 2Q: 3 clusters Score -2.02027e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 76742 members 
Entering Unmasked Estep 
Score: -20204666.000000 Penalty: 5890.722656
	Iteration 3Q: 3 clusters Score -2.020467e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -20207904.000000 Penalty: 5890.722656
	Iteration 4Q: 3 clusters Score -2.02079e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -20212646.000000 Penalty: 5890.722656
	Iteration 5F: 3 clusters Score -2.021265e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 91452 members 
Entering Unmasked Estep 
Score: -20219356.000000 Penalty: 5890.722656
	Iteration 6F: 3 clusters Score -2.021936e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 98622 members 
Entering Unmasked Estep 
Score: -20227454.000000 Penalty: 5890.722656
	Iteration 7F: 3 clusters Score -2.022745e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -20235220.000000 Penalty: 5890.722656
	Iteration 8F: 3 clusters Score -2.023522e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 110644 members 
Entering Unmasked Estep 
Score: -20240572.000000 Penalty: 5890.722656
	Iteration 9F: 3 clusters Score -2.024057e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 114593 members 
Entering Unmasked Estep 
Score: -20243752.000000 Penalty: 5890.722656
	Iteration 10Q: 3 clusters Score -2.024375e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 117855 members 
Entering Unmasked Estep 
Score: -20245572.000000 Penalty: 5890.722656
	Iteration 11Q: 3 clusters Score -2.024557e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 120756 members 
Entering Unmasked Estep 
Score: -20246998.000000 Penalty: 5890.722656
	Iteration 12Q: 3 clusters Score -2.0247e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 123434 members 
Entering Unmasked Estep 
Score: -20248076.000000 Penalty: 5890.722656
	Iteration 13Q: 3 clusters Score -2.024808e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -20249040.000000 Penalty: 5890.722656
	Iteration 14Q: 3 clusters Score -2.024904e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 128024 members 
Entering Unmasked Estep 
Score: -20249848.000000 Penalty: 5890.722656
	Iteration 15Q: 3 clusters Score -2.024985e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 129959 members 
Entering Unmasked Estep 
Score: -20250668.000000 Penalty: 5890.722656
	Iteration 16Q: 3 clusters Score -2.025067e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 131721 members 
Entering Unmasked Estep 
Score: -20251426.000000 Penalty: 5890.722656
	Iteration 17Q: 3 clusters Score -2.025143e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 133202 members 
Entering Unmasked Estep 
Score: -20251924.000000 Penalty: 5890.722656
	Iteration 18Q: 3 clusters Score -2.025192e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 134488 members 
Entering Unmasked Estep 
Score: -20252514.000000 Penalty: 5890.722656
	Iteration 19Q: 3 clusters Score -2.025251e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 135561 members 
Entering Unmasked Estep 
Score: -20253018.000000 Penalty: 5890.722656
	Iteration 20F: 3 clusters Score -2.025302e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 136453 members 
Entering Unmasked Estep 
Score: -20253338.000000 Penalty: 5890.722656
	Iteration 21Q: 3 clusters Score -2.025334e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 137224 members 
Entering Unmasked Estep 
Score: -20253526.000000 Penalty: 5890.722656
	Iteration 22Q: 3 clusters Score -2.025353e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 137898 members 
Entering Unmasked Estep 
Score: -20253804.000000 Penalty: 5890.722656
	Iteration 23Q: 3 clusters Score -2.02538e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 138457 members 
Entering Unmasked Estep 
Score: -20253984.000000 Penalty: 5890.722656
	Iteration 24Q: 3 clusters Score -2.025398e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 138894 members 
Entering Unmasked Estep 
Score: -20254168.000000 Penalty: 5890.722656
	Iteration 25Q: 3 clusters Score -2.025417e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 139280 members 
Entering Unmasked Estep 
Score: -20254380.000000 Penalty: 5890.722656
	Iteration 26Q: 3 clusters Score -2.025438e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 139619 members 
Entering Unmasked Estep 
Score: -20254496.000000 Penalty: 5890.722656
	Iteration 27Q: 3 clusters Score -2.02545e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 139897 members 
Entering Unmasked Estep 
Score: -20254570.000000 Penalty: 5890.722656
	Iteration 28Q: 3 clusters Score -2.025457e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 140138 members 
Entering Unmasked Estep 
Score: -20254594.000000 Penalty: 5890.722656
	Iteration 29Q: 3 clusters Score -2.025459e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 140353 members 
Entering Unmasked Estep 
Score: -20254652.000000 Penalty: 5890.722656
	Iteration 30Q: 3 clusters Score -2.025465e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 140539 members 
Entering Unmasked Estep 
Score: -20254648.000000 Penalty: 5890.722656
	Iteration 31Q: 3 clusters Score -2.025465e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 140677 members 
Entering Unmasked Estep 
Score: -20254674.000000 Penalty: 5890.722656
	Iteration 32Q: 3 clusters Score -2.025467e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 140795 members 
Entering Unmasked Estep 
Score: -20254694.000000 Penalty: 5890.722656
	Iteration 33Q: 3 clusters Score -2.025469e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 140894 members 
Entering Unmasked Estep 
Score: -20254694.000000 Penalty: 5890.722656
	Iteration 34Q: 3 clusters Score -2.025469e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 140987 members 
Entering Unmasked Estep 
Score: -20254744.000000 Penalty: 5890.722656
	Iteration 35Q: 3 clusters Score -2.025474e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 141073 members 
Entering Unmasked Estep 
Score: -20254742.000000 Penalty: 5890.722656
	Iteration 36Q: 3 clusters Score -2.025474e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 141153 members 
Entering Unmasked Estep 
Score: -20254744.000000 Penalty: 5890.722656
	Iteration 37Q: 3 clusters Score -2.025474e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 141225 members 
Entering Unmasked Estep 
Score: -20254772.000000 Penalty: 5890.722656
	Iteration 38Q: 3 clusters Score -2.025477e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 141285 members 
Entering Unmasked Estep 
Score: -20254808.000000 Penalty: 5890.722656
	Iteration 39Q: 3 clusters Score -2.025481e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 141341 members 
Entering Unmasked Estep 
Score: -20254816.000000 Penalty: 5890.722656
	Iteration 40F: 3 clusters Score -2.025482e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 141386 members 
Entering Unmasked Estep 
Score: -20254848.000000 Penalty: 5890.722656
	Iteration 41Q: 3 clusters Score -2.025485e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 141431 members 
Entering Unmasked Estep 
Score: -20254816.000000 Penalty: 5890.722656
	Iteration 42Q: 3 clusters Score -2.025482e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 141477 members 
Entering Unmasked Estep 
Score: -20254842.000000 Penalty: 5890.722656
	Iteration 43Q: 3 clusters Score -2.025484e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 141515 members 
Entering Unmasked Estep 
Score: -20254860.000000 Penalty: 5890.722656
	Iteration 44Q: 3 clusters Score -2.025486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 141553 members 
Entering Unmasked Estep 
Score: -20254866.000000 Penalty: 5890.722656
	Iteration 45Q: 3 clusters Score -2.025487e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 141586 members 
Entering Unmasked Estep 
Score: -20254868.000000 Penalty: 5890.722656
	Iteration 46Q: 3 clusters Score -2.025487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 141615 members 
Entering Unmasked Estep 
Score: -20254858.000000 Penalty: 5890.722656
	Iteration 47Q: 3 clusters Score -2.025486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 141646 members 
Entering Unmasked Estep 
Score: -20254878.000000 Penalty: 5890.722656
	Iteration 48Q: 3 clusters Score -2.025488e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 141677 members 
Entering Unmasked Estep 
Score: -20254876.000000 Penalty: 5890.722656
	Iteration 49Q: 3 clusters Score -2.025488e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 141700 members 
Entering Unmasked Estep 
Score: -20254892.000000 Penalty: 5890.722656
	Iteration 50Q: 3 clusters Score -2.025489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 141719 members 
Entering Unmasked Estep 
Score: -20254880.000000 Penalty: 5890.722656
	Iteration 51Q: 3 clusters Score -2.025488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 141728 members 
Entering Unmasked Estep 
Score: -20254886.000000 Penalty: 5890.722656
	Iteration 52Q: 3 clusters Score -2.025489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 141744 members 
Entering Unmasked Estep 
Score: -20254874.000000 Penalty: 5890.722656
	Iteration 53Q: 3 clusters Score -2.025487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 141762 members 
Entering Unmasked Estep 
Score: -20254880.000000 Penalty: 5890.722656
	Iteration 54Q: 3 clusters Score -2.025488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 141783 members 
Entering Unmasked Estep 
Score: -20254882.000000 Penalty: 5890.722656
	Iteration 55Q: 3 clusters Score -2.025488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 141810 members 
Entering Unmasked Estep 
Score: -20254876.000000 Penalty: 5890.722656
	Iteration 56Q: 3 clusters Score -2.025488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 141825 members 
Entering Unmasked Estep 
Score: -20254868.000000 Penalty: 5890.722656
	Iteration 57Q: 3 clusters Score -2.025487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 141833 members 
Entering Unmasked Estep 
Score: -20254888.000000 Penalty: 5890.722656
	Iteration 58Q: 3 clusters Score -2.025489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -20254888.000000 Penalty: 5890.722656
	Iteration 59Q: 3 clusters Score -2.025489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 141843 members 
Entering Unmasked Estep 
Score: -20254902.000000 Penalty: 5890.722656
	Iteration 60F: 3 clusters Score -2.02549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 141849 members 
Entering Unmasked Estep 
Score: -20254880.000000 Penalty: 5890.722656
	Iteration 61Q: 3 clusters Score -2.025488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 141860 members 
Entering Unmasked Estep 
Score: -20254892.000000 Penalty: 5890.722656
	Iteration 62Q: 3 clusters Score -2.025489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 141865 members 
Entering Unmasked Estep 
Score: -20254892.000000 Penalty: 5890.722656
	Iteration 63Q: 3 clusters Score -2.025489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 141869 members 
Entering Unmasked Estep 
Score: -20254886.000000 Penalty: 5890.722656
	Iteration 64Q: 3 clusters Score -2.025489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 141878 members 
Entering Unmasked Estep 
Score: -20254898.000000 Penalty: 5890.722656
	Iteration 65Q: 3 clusters Score -2.02549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 141885 members 
Entering Unmasked Estep 
Score: -20254910.000000 Penalty: 5890.722656
	Iteration 66Q: 3 clusters Score -2.025491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 141889 members 
Entering Unmasked Estep 
Score: -20254918.000000 Penalty: 5890.722656
	Iteration 67Q: 3 clusters Score -2.025492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 141891 members 
Entering Unmasked Estep 
Score: -20254916.000000 Penalty: 5890.722656
	Iteration 68Q: 3 clusters Score -2.025492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 141891 members 
Entering Unmasked Estep 
Score: -20254916.000000 Penalty: 5890.722656
	Iteration 69F: 3 clusters Score -2.025492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -62664.828125 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -62664.83 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 249 members 
Entering Unmasked Estep 
Score: -61167.742188 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -61167.74 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61384.425781 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -61384.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61502.542969 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -61502.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61547.804688 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -61547.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61568.464844 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -61568.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61582.191406 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -61582.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61593.585938 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -61593.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61609.027344 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -61609.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61642.855469 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -61642.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61684.972656 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -61684.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61722.792969 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -61722.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61777.988281 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -61777.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61889.773438 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -61889.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62016.609375 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -62016.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62221.710938 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -62221.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62399.230469 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -62399.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62500.445312 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -62500.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62652.992188 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -62652.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62738.050781 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -62738.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62751.003906 Penalty: 3089.341309
	Iteration 19Q: 3 clusters Score -62751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62758.160156 Penalty: 3089.341309
	Iteration 20F: 3 clusters Score -62758.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62766.250000 Penalty: 3089.341309
	Iteration 21Q: 3 clusters Score -62766.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62779.304688 Penalty: 3089.341309
	Iteration 22Q: 3 clusters Score -62779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62793.828125 Penalty: 3089.341309
	Iteration 23Q: 3 clusters Score -62793.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62803.906250 Penalty: 3089.341309
	Iteration 24Q: 3 clusters Score -62803.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62814.769531 Penalty: 3089.341309
	Iteration 25Q: 3 clusters Score -62814.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62820.722656 Penalty: 3089.341309
	Iteration 26Q: 3 clusters Score -62820.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -62829.929688 Penalty: 3089.341309
	Iteration 27Q: 3 clusters Score -62829.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62831.339844 Penalty: 3089.341309
	Iteration 28Q: 3 clusters Score -62831.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62831.339844 Penalty: 3089.341309
	Iteration 29F: 3 clusters Score -62831.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 149709 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3750 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41169 members 
Mstep: Class 8 contains 97806 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179833 members 
Mstep: Class 11 contains 141643 members 
Mstep: Class 12 contains 13336 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141252 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 34526 members 
Mstep: Class 19 contains 143840 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 38498 members 
Mstep: Class 22 contains 1912 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39217 members 
Mstep: Class 25 contains 287 members 
Entering Unmasked Estep 
Score: -147157888.000000 Penalty: 86006.992188
Splitting cluster 20 changes total score from -147159584.000000 to -147157888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (38498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Entering Unmasked Estep 
Score: -5507033.000000 Penalty: 2618.473877
	Iteration 0F: 2 clusters Score -5507033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -5480705.000000 Penalty: 5236.947754
	Iteration 0F: 3 clusters Score -5480705 nChanged 17732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -5490429.500000 Penalty: 5236.947754
	Iteration 1F: 3 clusters Score -5490430 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -5490849.000000 Penalty: 5236.947754
	Iteration 2Q: 3 clusters Score -5490849 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -5491245.000000 Penalty: 5236.947754
	Iteration 3Q: 3 clusters Score -5491245 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -5491565.500000 Penalty: 5236.947754
	Iteration 4Q: 3 clusters Score -5491566 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -5491884.000000 Penalty: 5236.947754
	Iteration 5Q: 3 clusters Score -5491884 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -5492272.000000 Penalty: 5236.947754
	Iteration 6Q: 3 clusters Score -5492272 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -5492735.500000 Penalty: 5236.947754
	Iteration 7Q: 3 clusters Score -5492736 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -5493527.000000 Penalty: 5236.947754
	Iteration 8Q: 3 clusters Score -5493527 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5494870.500000 Penalty: 5236.947754
	Iteration 9F: 3 clusters Score -5494870 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -5496819.500000 Penalty: 5236.947754
	Iteration 10F: 3 clusters Score -5496820 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -5499333.500000 Penalty: 5236.947754
	Iteration 11F: 3 clusters Score -5499334 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -5501861.000000 Penalty: 5236.947754
	Iteration 12F: 3 clusters Score -5501861 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -5503430.500000 Penalty: 5236.947754
	Iteration 13Q: 3 clusters Score -5503430 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5504178.000000 Penalty: 5236.947754
	Iteration 14Q: 3 clusters Score -5504178 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -5504434.500000 Penalty: 5236.947754
	Iteration 15Q: 3 clusters Score -5504434 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -5504582.000000 Penalty: 5236.947754
	Iteration 16Q: 3 clusters Score -5504582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -5504680.500000 Penalty: 5236.947754
	Iteration 17Q: 3 clusters Score -5504680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -5504726.500000 Penalty: 5236.947754
	Iteration 18Q: 3 clusters Score -5504726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -5504745.500000 Penalty: 5236.947754
	Iteration 19Q: 3 clusters Score -5504746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5504760.500000 Penalty: 5236.947754
	Iteration 20F: 3 clusters Score -5504760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -5504766.000000 Penalty: 5236.947754
	Iteration 21Q: 3 clusters Score -5504766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -5504776.000000 Penalty: 5236.947754
	Iteration 22Q: 3 clusters Score -5504776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5504778.000000 Penalty: 5236.947754
	Iteration 23Q: 3 clusters Score -5504778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -5504778.500000 Penalty: 5236.947754
	Iteration 24Q: 3 clusters Score -5504778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -5504785.000000 Penalty: 5236.947754
	Iteration 25Q: 3 clusters Score -5504785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -5504787.500000 Penalty: 5236.947754
	Iteration 26Q: 3 clusters Score -5504788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -5504791.000000 Penalty: 5236.947754
	Iteration 27Q: 3 clusters Score -5504791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5504797.000000 Penalty: 5236.947754
	Iteration 28Q: 3 clusters Score -5504797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5504799.500000 Penalty: 5236.947754
	Iteration 29Q: 3 clusters Score -5504800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -5504808.000000 Penalty: 5236.947754
	Iteration 30Q: 3 clusters Score -5504808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -5504812.000000 Penalty: 5236.947754
	Iteration 31Q: 3 clusters Score -5504812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -5504812.000000 Penalty: 5236.947754
	Iteration 32Q: 3 clusters Score -5504812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -5504813.000000 Penalty: 5236.947754
	Iteration 33Q: 3 clusters Score -5504813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -5504817.000000 Penalty: 5236.947754
	Iteration 34Q: 3 clusters Score -5504817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -5504818.000000 Penalty: 5236.947754
	Iteration 35Q: 3 clusters Score -5504818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -5504818.000000 Penalty: 5236.947754
	Iteration 36F: 3 clusters Score -5504818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -257836.421875 Penalty: 1873.864380
	Iteration 0F: 2 clusters Score -257836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -255275.687500 Penalty: 3747.728760
	Iteration 0F: 3 clusters Score -255275.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -255744.250000 Penalty: 3747.728760
	Iteration 1F: 3 clusters Score -255744.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -255854.734375 Penalty: 3747.728760
	Iteration 2F: 3 clusters Score -255854.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -255918.531250 Penalty: 3747.728760
	Iteration 3Q: 3 clusters Score -255918.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -255959.593750 Penalty: 3747.728760
	Iteration 4Q: 3 clusters Score -255959.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -255997.906250 Penalty: 3747.728760
	Iteration 5Q: 3 clusters Score -255997.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -256033.968750 Penalty: 3747.728760
	Iteration 6Q: 3 clusters Score -256034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -256056.156250 Penalty: 3747.728760
	Iteration 7Q: 3 clusters Score -256056.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -256077.265625 Penalty: 3747.728760
	Iteration 8Q: 3 clusters Score -256077.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -256093.250000 Penalty: 3747.728760
	Iteration 9Q: 3 clusters Score -256093.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -256110.609375 Penalty: 3747.728760
	Iteration 10Q: 3 clusters Score -256110.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -256123.781250 Penalty: 3747.728760
	Iteration 11Q: 3 clusters Score -256123.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -256132.343750 Penalty: 3747.728760
	Iteration 12Q: 3 clusters Score -256132.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -256138.968750 Penalty: 3747.728760
	Iteration 13Q: 3 clusters Score -256139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -256142.656250 Penalty: 3747.728760
	Iteration 14Q: 3 clusters Score -256142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -256143.593750 Penalty: 3747.728760
	Iteration 15Q: 3 clusters Score -256143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -256145.093750 Penalty: 3747.728760
	Iteration 16Q: 3 clusters Score -256145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -256146.375000 Penalty: 3747.728760
	Iteration 17Q: 3 clusters Score -256146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -256149.359375 Penalty: 3747.728760
	Iteration 18Q: 3 clusters Score -256149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -256151.453125 Penalty: 3747.728760
	Iteration 19Q: 3 clusters Score -256151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -256151.828125 Penalty: 3747.728760
	Iteration 20F: 3 clusters Score -256151.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -81977.421875 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -81977.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80325.601562 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -80325.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80820.593750 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -80820.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81172.859375 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -81172.86 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81560.945312 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -81560.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -81701.625000 Penalty: 3257.069580
	Iteration 4F: 3 clusters Score -81701.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -81856.171875 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -81856.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81955.531250 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -81955.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81979.640625 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -81979.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81982.546875 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -81982.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -81983.203125 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -81983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -81983.203125 Penalty: 3257.069580
	Iteration 10F: 3 clusters Score -81983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 149709 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3750 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41169 members 
Mstep: Class 8 contains 97806 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179833 members 
Mstep: Class 11 contains 141643 members 
Mstep: Class 12 contains 13336 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141252 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 34526 members 
Mstep: Class 19 contains 143840 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38498 members 
Mstep: Class 22 contains 1912 members 
Mstep: Class 23 contains 201 members 
Mstep: Class 24 contains 39217 members 
Mstep: Class 25 contains 510 members 
Entering Unmasked Estep 
Score: -147157760.000000 Penalty: 86006.992188
Splitting cluster 23 changes total score from -147159584.000000 to -147157760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (39217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Entering Unmasked Estep 
Score: -5390546.000000 Penalty: 2623.062500
	Iteration 0F: 2 clusters Score -5390546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -5363952.000000 Penalty: 5246.125000
	Iteration 0F: 3 clusters Score -5363952 nChanged 17853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -5373633.500000 Penalty: 5246.125000
	Iteration 1F: 3 clusters Score -5373634 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -5374085.500000 Penalty: 5246.125000
	Iteration 2Q: 3 clusters Score -5374086 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -5374450.500000 Penalty: 5246.125000
	Iteration 3Q: 3 clusters Score -5374450 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -5374864.500000 Penalty: 5246.125000
	Iteration 4Q: 3 clusters Score -5374864 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -5375316.000000 Penalty: 5246.125000
	Iteration 5Q: 3 clusters Score -5375316 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -5375853.500000 Penalty: 5246.125000
	Iteration 6Q: 3 clusters Score -5375854 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -5376679.500000 Penalty: 5246.125000
	Iteration 7Q: 3 clusters Score -5376680 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -5377802.000000 Penalty: 5246.125000
	Iteration 8F: 3 clusters Score -5377802 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -5379398.500000 Penalty: 5246.125000
	Iteration 9F: 3 clusters Score -5379398 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -5381458.500000 Penalty: 5246.125000
	Iteration 10F: 3 clusters Score -5381458 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -5383703.000000 Penalty: 5246.125000
	Iteration 11F: 3 clusters Score -5383703 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5385616.500000 Penalty: 5246.125000
	Iteration 12F: 3 clusters Score -5385616 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5386860.500000 Penalty: 5246.125000
	Iteration 13Q: 3 clusters Score -5386860 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5387586.000000 Penalty: 5246.125000
	Iteration 14Q: 3 clusters Score -5387586 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5387907.000000 Penalty: 5246.125000
	Iteration 15Q: 3 clusters Score -5387907 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5388070.000000 Penalty: 5246.125000
	Iteration 16Q: 3 clusters Score -5388070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5388145.000000 Penalty: 5246.125000
	Iteration 17Q: 3 clusters Score -5388145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5388183.500000 Penalty: 5246.125000
	Iteration 18Q: 3 clusters Score -5388184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5388212.000000 Penalty: 5246.125000
	Iteration 19Q: 3 clusters Score -5388212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5388246.000000 Penalty: 5246.125000
	Iteration 20F: 3 clusters Score -5388246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5388256.000000 Penalty: 5246.125000
	Iteration 21Q: 3 clusters Score -5388256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5388267.000000 Penalty: 5246.125000
	Iteration 22Q: 3 clusters Score -5388267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5388274.500000 Penalty: 5246.125000
	Iteration 23Q: 3 clusters Score -5388274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5388275.000000 Penalty: 5246.125000
	Iteration 24Q: 3 clusters Score -5388275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5388273.000000 Penalty: 5246.125000
	Iteration 25Q: 3 clusters Score -5388273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5388285.000000 Penalty: 5246.125000
	Iteration 26Q: 3 clusters Score -5388285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5388281.500000 Penalty: 5246.125000
	Iteration 27Q: 3 clusters Score -5388282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5388287.500000 Penalty: 5246.125000
	Iteration 28Q: 3 clusters Score -5388288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5388287.500000 Penalty: 5246.125000
	Iteration 29F: 3 clusters Score -5388288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 149709 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3750 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41169 members 
Mstep: Class 8 contains 97806 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179833 members 
Mstep: Class 11 contains 141643 members 
Mstep: Class 12 contains 13336 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141252 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 34526 members 
Mstep: Class 19 contains 143840 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38498 members 
Mstep: Class 22 contains 1912 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147159712.000000 Penalty: 82566.710938
Iteration 279Q: 25 clusters Score -1.471597e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 149040 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41110 members 
Mstep: Class 8 contains 97746 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179859 members 
Mstep: Class 11 contains 141765 members 
Mstep: Class 12 contains 13362 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 141276 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 34500 members 
Mstep: Class 19 contains 144461 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38498 members 
Mstep: Class 22 contains 1913 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 39221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147212960.000000 Penalty: 82566.710938
Iteration 280F: 25 clusters Score -1.47213e+08 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 148297 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 3734 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41055 members 
Mstep: Class 8 contains 97696 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179919 members 
Mstep: Class 11 contains 141968 members 
Mstep: Class 12 contains 13394 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 141377 members 
Mstep: Class 17 contains 6707 members 
Mstep: Class 18 contains 34482 members 
Mstep: Class 19 contains 144964 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38466 members 
Mstep: Class 22 contains 1915 members 
Mstep: Class 23 contains 713 members 
Mstep: Class 24 contains 39212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147221104.000000 Penalty: 82566.710938
Iteration 281Q: 25 clusters Score -1.472211e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 147369 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41023 members 
Mstep: Class 8 contains 97675 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179997 members 
Mstep: Class 11 contains 142247 members 
Mstep: Class 12 contains 13438 members 
Mstep: Class 13 contains 434 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 1184 members 
Mstep: Class 16 contains 141518 members 
Mstep: Class 17 contains 6715 members 
Mstep: Class 18 contains 34475 members 
Mstep: Class 19 contains 145431 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38466 members 
Mstep: Class 22 contains 1917 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 39189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147221392.000000 Penalty: 82566.710938
Iteration 282Q: 25 clusters Score -1.472214e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 146453 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 41007 members 
Mstep: Class 8 contains 97690 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180060 members 
Mstep: Class 11 contains 142524 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 438 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 141635 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 34461 members 
Mstep: Class 19 contains 145880 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38470 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 39169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147221600.000000 Penalty: 82566.710938
Iteration 283Q: 25 clusters Score -1.472216e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 145575 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40983 members 
Mstep: Class 8 contains 97714 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180106 members 
Mstep: Class 11 contains 142803 members 
Mstep: Class 12 contains 13539 members 
Mstep: Class 13 contains 439 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 141778 members 
Mstep: Class 17 contains 6727 members 
Mstep: Class 18 contains 34442 members 
Mstep: Class 19 contains 146240 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38469 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222144.000000 Penalty: 82566.710938
Iteration 284Q: 25 clusters Score -1.472221e+08 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 144863 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40947 members 
Mstep: Class 8 contains 97714 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180151 members 
Mstep: Class 11 contains 143042 members 
Mstep: Class 12 contains 13581 members 
Mstep: Class 13 contains 439 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 141917 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 34418 members 
Mstep: Class 19 contains 146558 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38460 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222336.000000 Penalty: 82566.710938
Iteration 285Q: 25 clusters Score -1.472223e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 144195 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40904 members 
Mstep: Class 8 contains 97739 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180153 members 
Mstep: Class 11 contains 143315 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 439 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 142069 members 
Mstep: Class 17 contains 6745 members 
Mstep: Class 18 contains 34413 members 
Mstep: Class 19 contains 146796 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38449 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222688.000000 Penalty: 82566.710938
Iteration 286Q: 25 clusters Score -1.472227e+08 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 143602 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3685 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40872 members 
Mstep: Class 8 contains 97742 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180154 members 
Mstep: Class 11 contains 143551 members 
Mstep: Class 12 contains 13652 members 
Mstep: Class 13 contains 439 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 142251 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 34398 members 
Mstep: Class 19 contains 146993 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38444 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222704.000000 Penalty: 82566.710938
Iteration 287Q: 25 clusters Score -1.472227e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 143087 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40836 members 
Mstep: Class 8 contains 97728 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180177 members 
Mstep: Class 11 contains 143735 members 
Mstep: Class 12 contains 13669 members 
Mstep: Class 13 contains 439 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 142424 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 34390 members 
Mstep: Class 19 contains 147170 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38437 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222688.000000 Penalty: 82566.710938
Iteration 288Q: 25 clusters Score -1.472227e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 142607 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40799 members 
Mstep: Class 8 contains 97707 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180210 members 
Mstep: Class 11 contains 143949 members 
Mstep: Class 12 contains 13689 members 
Mstep: Class 13 contains 439 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 142596 members 
Mstep: Class 17 contains 6793 members 
Mstep: Class 18 contains 34393 members 
Mstep: Class 19 contains 147260 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38423 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222672.000000 Penalty: 82566.710938
Iteration 289Q: 25 clusters Score -1.472227e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 142185 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40745 members 
Mstep: Class 8 contains 97707 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180217 members 
Mstep: Class 11 contains 144142 members 
Mstep: Class 12 contains 13694 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 142793 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 34391 members 
Mstep: Class 19 contains 147354 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38404 members 
Mstep: Class 22 contains 1926 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222528.000000 Penalty: 82566.710938
Iteration 290Q: 25 clusters Score -1.472225e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 141766 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40698 members 
Mstep: Class 8 contains 97700 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180227 members 
Mstep: Class 11 contains 144335 members 
Mstep: Class 12 contains 13713 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 142959 members 
Mstep: Class 17 contains 6797 members 
Mstep: Class 18 contains 34390 members 
Mstep: Class 19 contains 147459 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38386 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222672.000000 Penalty: 82566.710938
Iteration 291Q: 25 clusters Score -1.472227e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 141444 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3685 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40654 members 
Mstep: Class 8 contains 97693 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180221 members 
Mstep: Class 11 contains 144524 members 
Mstep: Class 12 contains 13719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 143098 members 
Mstep: Class 17 contains 6804 members 
Mstep: Class 18 contains 34373 members 
Mstep: Class 19 contains 147522 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38382 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222656.000000 Penalty: 82566.710938
Iteration 292Q: 25 clusters Score -1.472227e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 141164 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3684 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40644 members 
Mstep: Class 8 contains 97706 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180176 members 
Mstep: Class 11 contains 144666 members 
Mstep: Class 12 contains 13722 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 143237 members 
Mstep: Class 17 contains 6810 members 
Mstep: Class 18 contains 34382 members 
Mstep: Class 19 contains 147537 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38388 members 
Mstep: Class 22 contains 1929 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222944.000000 Penalty: 82566.710938
Iteration 293Q: 25 clusters Score -1.472229e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 140823 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3682 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40619 members 
Mstep: Class 8 contains 97742 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180144 members 
Mstep: Class 11 contains 144752 members 
Mstep: Class 12 contains 13729 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 143432 members 
Mstep: Class 17 contains 6810 members 
Mstep: Class 18 contains 34378 members 
Mstep: Class 19 contains 147619 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38385 members 
Mstep: Class 22 contains 1929 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223136.000000 Penalty: 82566.710938
Iteration 294Q: 25 clusters Score -1.472231e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 140550 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3675 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40606 members 
Mstep: Class 8 contains 97756 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180102 members 
Mstep: Class 11 contains 144843 members 
Mstep: Class 12 contains 13745 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 143596 members 
Mstep: Class 17 contains 6816 members 
Mstep: Class 18 contains 34365 members 
Mstep: Class 19 contains 147681 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38381 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223216.000000 Penalty: 82566.710938
Iteration 295Q: 25 clusters Score -1.472232e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 140322 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40568 members 
Mstep: Class 8 contains 97765 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180055 members 
Mstep: Class 11 contains 144910 members 
Mstep: Class 12 contains 13761 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 143721 members 
Mstep: Class 17 contains 6819 members 
Mstep: Class 18 contains 34373 members 
Mstep: Class 19 contains 147754 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38388 members 
Mstep: Class 22 contains 1933 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222816.000000 Penalty: 82566.710938
Iteration 296Q: 25 clusters Score -1.472228e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 140156 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3679 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40536 members 
Mstep: Class 8 contains 97756 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180021 members 
Mstep: Class 11 contains 144977 members 
Mstep: Class 12 contains 13773 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 143857 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 34368 members 
Mstep: Class 19 contains 147774 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38404 members 
Mstep: Class 22 contains 1937 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222896.000000 Penalty: 82566.710938
Iteration 297Q: 25 clusters Score -1.472229e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 139998 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3670 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40505 members 
Mstep: Class 8 contains 97753 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179974 members 
Mstep: Class 11 contains 145047 members 
Mstep: Class 12 contains 13778 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 143993 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 34366 members 
Mstep: Class 19 contains 147791 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38414 members 
Mstep: Class 22 contains 1942 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222800.000000 Penalty: 82566.710938
Iteration 298Q: 25 clusters Score -1.472228e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 139781 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 3660 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40471 members 
Mstep: Class 8 contains 97760 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179927 members 
Mstep: Class 11 contains 145151 members 
Mstep: Class 12 contains 13781 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 144166 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 34355 members 
Mstep: Class 19 contains 147794 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38430 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222688.000000 Penalty: 82566.710938
Iteration 299Q: 25 clusters Score -1.472227e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 139581 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 3663 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40434 members 
Mstep: Class 8 contains 97775 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179918 members 
Mstep: Class 11 contains 145220 members 
Mstep: Class 12 contains 13785 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 144318 members 
Mstep: Class 17 contains 6860 members 
Mstep: Class 18 contains 34346 members 
Mstep: Class 19 contains 147782 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38442 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 39067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223136.000000 Penalty: 82566.710938
Iteration 300F: 25 clusters Score -1.472231e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 139377 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 3661 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40402 members 
Mstep: Class 8 contains 97802 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179929 members 
Mstep: Class 11 contains 145273 members 
Mstep: Class 12 contains 13781 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 144507 members 
Mstep: Class 17 contains 6864 members 
Mstep: Class 18 contains 34336 members 
Mstep: Class 19 contains 147733 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38454 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 39066 members 
Entering Unmasked Estep 
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Score: -147223504.000000 Penalty: 82566.710938
Iteration 301Q: 25 clusters Score -1.472235e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 139123 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 3657 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40372 members 
Mstep: Class 8 contains 97837 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179934 members 
Mstep: Class 11 contains 145312 members 
Mstep: Class 12 contains 13777 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 144677 members 
Mstep: Class 17 contains 6868 members 
Mstep: Class 18 contains 34330 members 
Mstep: Class 19 contains 147752 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38468 members 
Mstep: Class 22 contains 1952 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223408.000000 Penalty: 82566.710938
Iteration 302Q: 25 clusters Score -1.472234e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 138873 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40354 members 
Mstep: Class 8 contains 97853 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179946 members 
Mstep: Class 11 contains 145348 members 
Mstep: Class 12 contains 13762 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 144853 members 
Mstep: Class 17 contains 6876 members 
Mstep: Class 18 contains 34322 members 
Mstep: Class 19 contains 147790 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38479 members 
Mstep: Class 22 contains 1954 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223712.000000 Penalty: 82566.710938
Iteration 303Q: 25 clusters Score -1.472237e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 138675 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40332 members 
Mstep: Class 8 contains 97884 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179939 members 
Mstep: Class 11 contains 145374 members 
Mstep: Class 12 contains 13751 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 145075 members 
Mstep: Class 17 contains 6879 members 
Mstep: Class 18 contains 34315 members 
Mstep: Class 19 contains 147758 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38481 members 
Mstep: Class 22 contains 1955 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223712.000000 Penalty: 82566.710938
Iteration 304Q: 25 clusters Score -1.472237e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 138486 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40315 members 
Mstep: Class 8 contains 97915 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179919 members 
Mstep: Class 11 contains 145394 members 
Mstep: Class 12 contains 13746 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 145276 members 
Mstep: Class 17 contains 6880 members 
Mstep: Class 18 contains 34307 members 
Mstep: Class 19 contains 147745 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38489 members 
Mstep: Class 22 contains 1956 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39078 members 
Entering Unmasked Estep 
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Score: -147223632.000000 Penalty: 82566.710938
Iteration 305Q: 25 clusters Score -1.472236e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 138286 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 3660 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40311 members 
Mstep: Class 8 contains 97936 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179905 members 
Mstep: Class 11 contains 145423 members 
Mstep: Class 12 contains 13742 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 145474 members 
Mstep: Class 17 contains 6874 members 
Mstep: Class 18 contains 34301 members 
Mstep: Class 19 contains 147705 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38507 members 
Mstep: Class 22 contains 1957 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223360.000000 Penalty: 82566.710938
Iteration 306Q: 25 clusters Score -1.472234e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 138077 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3661 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40300 members 
Mstep: Class 8 contains 97954 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179898 members 
Mstep: Class 11 contains 145418 members 
Mstep: Class 12 contains 13746 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 145678 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 34297 members 
Mstep: Class 19 contains 147723 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38508 members 
Mstep: Class 22 contains 1958 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223408.000000 Penalty: 82566.710938
Iteration 307Q: 25 clusters Score -1.472234e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 137872 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3659 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40282 members 
Mstep: Class 8 contains 97974 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179873 members 
Mstep: Class 11 contains 145437 members 
Mstep: Class 12 contains 13742 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 145869 members 
Mstep: Class 17 contains 6870 members 
Mstep: Class 18 contains 34293 members 
Mstep: Class 19 contains 147731 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38522 members 
Mstep: Class 22 contains 1958 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223440.000000 Penalty: 82566.710938
Iteration 308Q: 25 clusters Score -1.472234e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 137659 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40278 members 
Mstep: Class 8 contains 97994 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179850 members 
Mstep: Class 11 contains 145453 members 
Mstep: Class 12 contains 13728 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 146082 members 
Mstep: Class 17 contains 6868 members 
Mstep: Class 18 contains 34302 members 
Mstep: Class 19 contains 147731 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38535 members 
Mstep: Class 22 contains 1958 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223344.000000 Penalty: 82566.710938
Iteration 309Q: 25 clusters Score -1.472233e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 137446 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40266 members 
Mstep: Class 8 contains 98008 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179829 members 
Mstep: Class 11 contains 145451 members 
Mstep: Class 12 contains 13715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 146312 members 
Mstep: Class 17 contains 6867 members 
Mstep: Class 18 contains 34302 members 
Mstep: Class 19 contains 147741 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38550 members 
Mstep: Class 22 contains 1958 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223200.000000 Penalty: 82566.710938
Iteration 310Q: 25 clusters Score -1.472232e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 137256 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3659 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40249 members 
Mstep: Class 8 contains 98018 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179818 members 
Mstep: Class 11 contains 145433 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 146524 members 
Mstep: Class 17 contains 6873 members 
Mstep: Class 18 contains 34294 members 
Mstep: Class 19 contains 147764 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38562 members 
Mstep: Class 22 contains 1959 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223072.000000 Penalty: 82566.710938
Iteration 311Q: 25 clusters Score -1.472231e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 137044 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40240 members 
Mstep: Class 8 contains 98019 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179809 members 
Mstep: Class 11 contains 145413 members 
Mstep: Class 12 contains 13711 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 146747 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 34300 members 
Mstep: Class 19 contains 147775 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38578 members 
Mstep: Class 22 contains 1959 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223056.000000 Penalty: 82566.710938
Iteration 312Q: 25 clusters Score -1.472231e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 136848 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3660 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40231 members 
Mstep: Class 8 contains 98037 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179801 members 
Mstep: Class 11 contains 145404 members 
Mstep: Class 12 contains 13711 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 146938 members 
Mstep: Class 17 contains 6871 members 
Mstep: Class 18 contains 34307 members 
Mstep: Class 19 contains 147778 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38579 members 
Mstep: Class 22 contains 1959 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222944.000000 Penalty: 82566.710938
Iteration 313Q: 25 clusters Score -1.472229e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 136669 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3660 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 40214 members 
Mstep: Class 8 contains 98054 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179795 members 
Mstep: Class 11 contains 145391 members 
Mstep: Class 12 contains 13707 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 147111 members 
Mstep: Class 17 contains 6874 members 
Mstep: Class 18 contains 34304 members 
Mstep: Class 19 contains 147787 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38590 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222768.000000 Penalty: 82566.710938
Iteration 314Q: 25 clusters Score -1.472228e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 136485 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 40190 members 
Mstep: Class 8 contains 98079 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179807 members 
Mstep: Class 11 contains 145379 members 
Mstep: Class 12 contains 13701 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 147272 members 
Mstep: Class 17 contains 6873 members 
Mstep: Class 18 contains 34305 members 
Mstep: Class 19 contains 147805 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38598 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147222992.000000 Penalty: 82566.710938
Iteration 315Q: 25 clusters Score -1.47223e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 136287 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40165 members 
Mstep: Class 8 contains 98101 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179802 members 
Mstep: Class 11 contains 145393 members 
Mstep: Class 12 contains 13694 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 147446 members 
Mstep: Class 17 contains 6868 members 
Mstep: Class 18 contains 34302 members 
Mstep: Class 19 contains 147823 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38605 members 
Mstep: Class 22 contains 1962 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223136.000000 Penalty: 82566.710938
Iteration 316Q: 25 clusters Score -1.472231e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 136077 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40149 members 
Mstep: Class 8 contains 98131 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179811 members 
Mstep: Class 11 contains 145404 members 
Mstep: Class 12 contains 13687 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 147616 members 
Mstep: Class 17 contains 6867 members 
Mstep: Class 18 contains 34309 members 
Mstep: Class 19 contains 147834 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38610 members 
Mstep: Class 22 contains 1963 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223136.000000 Penalty: 82566.710938
Iteration 317Q: 25 clusters Score -1.472231e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 135874 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40140 members 
Mstep: Class 8 contains 98162 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179817 members 
Mstep: Class 11 contains 145399 members 
Mstep: Class 12 contains 13679 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 147770 members 
Mstep: Class 17 contains 6870 members 
Mstep: Class 18 contains 34324 members 
Mstep: Class 19 contains 147837 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38619 members 
Mstep: Class 22 contains 1964 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147223216.000000 Penalty: 82566.710938
Iteration 318Q: 25 clusters Score -1.472232e+08 nChanged 779
Entering ConstructFrom: 
Score: -147223216.000000 Penalty: 82566.710938
Entering ConstructFrom: 
Trying to split cluster 1 (17171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Entering Unmasked Estep 
Score: -2436991.500000 Penalty: 2418.242432
	Iteration 0F: 2 clusters Score -2436992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2424796.000000 Penalty: 4836.484863
	Iteration 0F: 3 clusters Score -2424796 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2428667.250000 Penalty: 4836.484863
	Iteration 1F: 3 clusters Score -2428667 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2429080.750000 Penalty: 4836.484863
	Iteration 2F: 3 clusters Score -2429081 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2429484.250000 Penalty: 4836.484863
	Iteration 3F: 3 clusters Score -2429484 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2429831.250000 Penalty: 4836.484863
	Iteration 4Q: 3 clusters Score -2429831 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2430146.750000 Penalty: 4836.484863
	Iteration 5Q: 3 clusters Score -2430147 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2430492.000000 Penalty: 4836.484863
	Iteration 6Q: 3 clusters Score -2430492 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2430901.000000 Penalty: 4836.484863
	Iteration 7Q: 3 clusters Score -2430901 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2431395.750000 Penalty: 4836.484863
	Iteration 8Q: 3 clusters Score -2431396 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2432025.250000 Penalty: 4836.484863
	Iteration 9F: 3 clusters Score -2432025 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2432720.500000 Penalty: 4836.484863
	Iteration 10F: 3 clusters Score -2432720 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2433346.750000 Penalty: 4836.484863
	Iteration 11Q: 3 clusters Score -2433347 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2433745.250000 Penalty: 4836.484863
	Iteration 12Q: 3 clusters Score -2433745 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2434019.500000 Penalty: 4836.484863
	Iteration 13Q: 3 clusters Score -2434020 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2434215.750000 Penalty: 4836.484863
	Iteration 14Q: 3 clusters Score -2434216 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2434369.000000 Penalty: 4836.484863
	Iteration 15Q: 3 clusters Score -2434369 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2434509.500000 Penalty: 4836.484863
	Iteration 16Q: 3 clusters Score -2434510 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2434606.250000 Penalty: 4836.484863
	Iteration 17Q: 3 clusters Score -2434606 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2434690.500000 Penalty: 4836.484863
	Iteration 18Q: 3 clusters Score -2434690 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2434740.250000 Penalty: 4836.484863
	Iteration 19Q: 3 clusters Score -2434740 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2434788.750000 Penalty: 4836.484863
	Iteration 20F: 3 clusters Score -2434789 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2434838.750000 Penalty: 4836.484863
	Iteration 21Q: 3 clusters Score -2434839 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2434880.750000 Penalty: 4836.484863
	Iteration 22Q: 3 clusters Score -2434881 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2434908.750000 Penalty: 4836.484863
	Iteration 23Q: 3 clusters Score -2434909 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2434932.000000 Penalty: 4836.484863
	Iteration 24Q: 3 clusters Score -2434932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2434954.000000 Penalty: 4836.484863
	Iteration 25Q: 3 clusters Score -2434954 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2434981.500000 Penalty: 4836.484863
	Iteration 26Q: 3 clusters Score -2434982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2434993.750000 Penalty: 4836.484863
	Iteration 27Q: 3 clusters Score -2434994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2435005.250000 Penalty: 4836.484863
	Iteration 28Q: 3 clusters Score -2435005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2435018.000000 Penalty: 4836.484863
	Iteration 29Q: 3 clusters Score -2435018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2435025.000000 Penalty: 4836.484863
	Iteration 30Q: 3 clusters Score -2435025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2435035.250000 Penalty: 4836.484863
	Iteration 31Q: 3 clusters Score -2435035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2435052.000000 Penalty: 4836.484863
	Iteration 32Q: 3 clusters Score -2435052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2435065.750000 Penalty: 4836.484863
	Iteration 33Q: 3 clusters Score -2435066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2435078.750000 Penalty: 4836.484863
	Iteration 34Q: 3 clusters Score -2435079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2435092.250000 Penalty: 4836.484863
	Iteration 35Q: 3 clusters Score -2435092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2435100.500000 Penalty: 4836.484863
	Iteration 36Q: 3 clusters Score -2435100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2435109.000000 Penalty: 4836.484863
	Iteration 37Q: 3 clusters Score -2435109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2435113.500000 Penalty: 4836.484863
	Iteration 38Q: 3 clusters Score -2435114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2435127.500000 Penalty: 4836.484863
	Iteration 39Q: 3 clusters Score -2435128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2435135.750000 Penalty: 4836.484863
	Iteration 40F: 3 clusters Score -2435136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2435138.500000 Penalty: 4836.484863
	Iteration 41Q: 3 clusters Score -2435138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2435148.500000 Penalty: 4836.484863
	Iteration 42Q: 3 clusters Score -2435148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2435156.000000 Penalty: 4836.484863
	Iteration 43Q: 3 clusters Score -2435156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2435167.500000 Penalty: 4836.484863
	Iteration 44Q: 3 clusters Score -2435168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2435171.250000 Penalty: 4836.484863
	Iteration 45Q: 3 clusters Score -2435171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2435183.500000 Penalty: 4836.484863
	Iteration 46Q: 3 clusters Score -2435184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2435194.500000 Penalty: 4836.484863
	Iteration 47Q: 3 clusters Score -2435194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2435202.750000 Penalty: 4836.484863
	Iteration 48Q: 3 clusters Score -2435203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2435207.000000 Penalty: 4836.484863
	Iteration 49Q: 3 clusters Score -2435207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2435215.250000 Penalty: 4836.484863
	Iteration 50Q: 3 clusters Score -2435215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2435223.500000 Penalty: 4836.484863
	Iteration 51Q: 3 clusters Score -2435224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2435227.750000 Penalty: 4836.484863
	Iteration 52Q: 3 clusters Score -2435228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2435233.250000 Penalty: 4836.484863
	Iteration 53Q: 3 clusters Score -2435233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2435239.000000 Penalty: 4836.484863
	Iteration 54Q: 3 clusters Score -2435239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2435242.000000 Penalty: 4836.484863
	Iteration 55Q: 3 clusters Score -2435242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2435247.500000 Penalty: 4836.484863
	Iteration 56Q: 3 clusters Score -2435248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2435244.500000 Penalty: 4836.484863
	Iteration 57Q: 3 clusters Score -2435244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2435249.750000 Penalty: 4836.484863
	Iteration 58Q: 3 clusters Score -2435250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2435250.250000 Penalty: 4836.484863
	Iteration 59Q: 3 clusters Score -2435250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2435252.750000 Penalty: 4836.484863
	Iteration 60F: 3 clusters Score -2435253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2435251.750000 Penalty: 4836.484863
	Iteration 61Q: 3 clusters Score -2435252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2435249.000000 Penalty: 4836.484863
	Iteration 62Q: 3 clusters Score -2435249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2435251.000000 Penalty: 4836.484863
	Iteration 63Q: 3 clusters Score -2435251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2435253.500000 Penalty: 4836.484863
	Iteration 64Q: 3 clusters Score -2435254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2435248.250000 Penalty: 4836.484863
	Iteration 65Q: 3 clusters Score -2435248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2435248.500000 Penalty: 4836.484863
	Iteration 66Q: 3 clusters Score -2435248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2435249.750000 Penalty: 4836.484863
	Iteration 67Q: 3 clusters Score -2435250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2435246.750000 Penalty: 4836.484863
	Iteration 68Q: 3 clusters Score -2435247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2435246.750000 Penalty: 4836.484863
	Iteration 69F: 3 clusters Score -2435247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (135656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135656 members 
Entering Unmasked Estep 
Score: -19183504.000000 Penalty: 2930.833740
	Iteration 0F: 2 clusters Score -1.91835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -19093538.000000 Penalty: 5861.667480
	Iteration 0F: 3 clusters Score -1.909354e+07 nChanged 64700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -19130588.000000 Penalty: 5861.667480
	Iteration 1F: 3 clusters Score -1.913059e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -19131592.000000 Penalty: 5861.667480
	Iteration 2Q: 3 clusters Score -1.913159e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -19132910.000000 Penalty: 5861.667480
	Iteration 3Q: 3 clusters Score -1.913291e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 77575 members 
Entering Unmasked Estep 
Score: -19134576.000000 Penalty: 5861.667480
	Iteration 4Q: 3 clusters Score -1.913458e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -19137422.000000 Penalty: 5861.667480
	Iteration 5Q: 3 clusters Score -1.913742e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 89248 members 
Entering Unmasked Estep 
Score: -19142350.000000 Penalty: 5861.667480
	Iteration 6F: 3 clusters Score -1.914235e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 98245 members 
Entering Unmasked Estep 
Score: -19149916.000000 Penalty: 5861.667480
	Iteration 7F: 3 clusters Score -1.914992e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 108413 members 
Entering Unmasked Estep 
Score: -19159606.000000 Penalty: 5861.667480
	Iteration 8F: 3 clusters Score -1.915961e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 117704 members 
Entering Unmasked Estep 
Score: -19168646.000000 Penalty: 5861.667480
	Iteration 9F: 3 clusters Score -1.916865e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 124004 members 
Entering Unmasked Estep 
Score: -19174538.000000 Penalty: 5861.667480
	Iteration 10Q: 3 clusters Score -1.917454e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 127559 members 
Entering Unmasked Estep 
Score: -19177468.000000 Penalty: 5861.667480
	Iteration 11Q: 3 clusters Score -1.917747e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 129594 members 
Entering Unmasked Estep 
Score: -19178992.000000 Penalty: 5861.667480
	Iteration 12Q: 3 clusters Score -1.917899e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 130788 members 
Entering Unmasked Estep 
Score: -19179770.000000 Penalty: 5861.667480
	Iteration 13Q: 3 clusters Score -1.917977e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 131594 members 
Entering Unmasked Estep 
Score: -19180154.000000 Penalty: 5861.667480
	Iteration 14Q: 3 clusters Score -1.918015e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 132209 members 
Entering Unmasked Estep 
Score: -19180448.000000 Penalty: 5861.667480
	Iteration 15Q: 3 clusters Score -1.918045e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 132656 members 
Entering Unmasked Estep 
Score: -19180574.000000 Penalty: 5861.667480
	Iteration 16Q: 3 clusters Score -1.918057e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 132970 members 
Entering Unmasked Estep 
Score: -19180724.000000 Penalty: 5861.667480
	Iteration 17Q: 3 clusters Score -1.918072e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 133209 members 
Entering Unmasked Estep 
Score: -19180804.000000 Penalty: 5861.667480
	Iteration 18Q: 3 clusters Score -1.91808e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 133418 members 
Entering Unmasked Estep 
Score: -19180886.000000 Penalty: 5861.667480
	Iteration 19Q: 3 clusters Score -1.918089e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 133588 members 
Entering Unmasked Estep 
Score: -19180910.000000 Penalty: 5861.667480
	Iteration 20F: 3 clusters Score -1.918091e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 133720 members 
Entering Unmasked Estep 
Score: -19180994.000000 Penalty: 5861.667480
	Iteration 21Q: 3 clusters Score -1.918099e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 133814 members 
Entering Unmasked Estep 
Score: -19181072.000000 Penalty: 5861.667480
	Iteration 22Q: 3 clusters Score -1.918107e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 133899 members 
Entering Unmasked Estep 
Score: -19181140.000000 Penalty: 5861.667480
	Iteration 23Q: 3 clusters Score -1.918114e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 133963 members 
Entering Unmasked Estep 
Score: -19181170.000000 Penalty: 5861.667480
	Iteration 24Q: 3 clusters Score -1.918117e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 134007 members 
Entering Unmasked Estep 
Score: -19181164.000000 Penalty: 5861.667480
	Iteration 25Q: 3 clusters Score -1.918116e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 134050 members 
Entering Unmasked Estep 
Score: -19181154.000000 Penalty: 5861.667480
	Iteration 26Q: 3 clusters Score -1.918115e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 134096 members 
Entering Unmasked Estep 
Score: -19181172.000000 Penalty: 5861.667480
	Iteration 27Q: 3 clusters Score -1.918117e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 134126 members 
Entering Unmasked Estep 
Score: -19181156.000000 Penalty: 5861.667480
	Iteration 28Q: 3 clusters Score -1.918116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 134156 members 
Entering Unmasked Estep 
Score: -19181192.000000 Penalty: 5861.667480
	Iteration 29Q: 3 clusters Score -1.918119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 134191 members 
Entering Unmasked Estep 
Score: -19181196.000000 Penalty: 5861.667480
	Iteration 30Q: 3 clusters Score -1.91812e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 134225 members 
Entering Unmasked Estep 
Score: -19181246.000000 Penalty: 5861.667480
	Iteration 31Q: 3 clusters Score -1.918125e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 134247 members 
Entering Unmasked Estep 
Score: -19181238.000000 Penalty: 5861.667480
	Iteration 32Q: 3 clusters Score -1.918124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 134263 members 
Entering Unmasked Estep 
Score: -19181250.000000 Penalty: 5861.667480
	Iteration 33Q: 3 clusters Score -1.918125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 134277 members 
Entering Unmasked Estep 
Score: -19181268.000000 Penalty: 5861.667480
	Iteration 34Q: 3 clusters Score -1.918127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 134288 members 
Entering Unmasked Estep 
Score: -19181242.000000 Penalty: 5861.667480
	Iteration 35Q: 3 clusters Score -1.918124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 134294 members 
Entering Unmasked Estep 
Score: -19181278.000000 Penalty: 5861.667480
	Iteration 36Q: 3 clusters Score -1.918128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 134307 members 
Entering Unmasked Estep 
Score: -19181262.000000 Penalty: 5861.667480
	Iteration 37Q: 3 clusters Score -1.918126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 134317 members 
Entering Unmasked Estep 
Score: -19181278.000000 Penalty: 5861.667480
	Iteration 38Q: 3 clusters Score -1.918128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 134325 members 
Entering Unmasked Estep 
Score: -19181284.000000 Penalty: 5861.667480
	Iteration 39Q: 3 clusters Score -1.918128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 134335 members 
Entering Unmasked Estep 
Score: -19181298.000000 Penalty: 5861.667480
	Iteration 40F: 3 clusters Score -1.91813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 134344 members 
Entering Unmasked Estep 
Score: -19181296.000000 Penalty: 5861.667480
	Iteration 41Q: 3 clusters Score -1.91813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 134353 members 
Entering Unmasked Estep 
Score: -19181310.000000 Penalty: 5861.667480
	Iteration 42Q: 3 clusters Score -1.918131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 134364 members 
Entering Unmasked Estep 
Score: -19181290.000000 Penalty: 5861.667480
	Iteration 43Q: 3 clusters Score -1.918129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 134373 members 
Entering Unmasked Estep 
Score: -19181284.000000 Penalty: 5861.667480
	Iteration 44Q: 3 clusters Score -1.918128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 134382 members 
Entering Unmasked Estep 
Score: -19181284.000000 Penalty: 5861.667480
	Iteration 45Q: 3 clusters Score -1.918128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 134395 members 
Entering Unmasked Estep 
Score: -19181276.000000 Penalty: 5861.667480
	Iteration 46Q: 3 clusters Score -1.918128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 134401 members 
Entering Unmasked Estep 
Score: -19181254.000000 Penalty: 5861.667480
	Iteration 47Q: 3 clusters Score -1.918125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 134404 members 
Entering Unmasked Estep 
Score: -19181252.000000 Penalty: 5861.667480
	Iteration 48Q: 3 clusters Score -1.918125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 134411 members 
Entering Unmasked Estep 
Score: -19181258.000000 Penalty: 5861.667480
	Iteration 49Q: 3 clusters Score -1.918126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 134417 members 
Entering Unmasked Estep 
Score: -19181266.000000 Penalty: 5861.667480
	Iteration 50Q: 3 clusters Score -1.918127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 134423 members 
Entering Unmasked Estep 
Score: -19181256.000000 Penalty: 5861.667480
	Iteration 51Q: 3 clusters Score -1.918126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 134430 members 
Entering Unmasked Estep 
Score: -19181258.000000 Penalty: 5861.667480
	Iteration 52Q: 3 clusters Score -1.918126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 134434 members 
Entering Unmasked Estep 
Score: -19181262.000000 Penalty: 5861.667480
	Iteration 53Q: 3 clusters Score -1.918126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 134440 members 
Entering Unmasked Estep 
Score: -19181258.000000 Penalty: 5861.667480
	Iteration 54Q: 3 clusters Score -1.918126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 134441 members 
Entering Unmasked Estep 
Score: -19181274.000000 Penalty: 5861.667480
	Iteration 55Q: 3 clusters Score -1.918127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 134444 members 
Entering Unmasked Estep 
Score: -19181276.000000 Penalty: 5861.667480
	Iteration 56Q: 3 clusters Score -1.918128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 134446 members 
Entering Unmasked Estep 
Score: -19181278.000000 Penalty: 5861.667480
	Iteration 57Q: 3 clusters Score -1.918128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 134446 members 
Entering Unmasked Estep 
Score: -19181278.000000 Penalty: 5861.667480
	Iteration 58F: 3 clusters Score -1.918128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -154976.781250 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -154976.8 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 554 members 
Entering Unmasked Estep 
Score: -152981.109375 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -152981.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -153245.500000 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -153245.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153333.765625 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -153333.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -153383.765625 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -153383.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153415.515625 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -153415.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153435.156250 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -153435.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153451.734375 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -153451.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -153474.281250 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -153474.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153503.828125 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -153503.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153529.562500 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -153529.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -153552.062500 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -153552.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -153579.187500 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -153579.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -153612.531250 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -153612.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -153643.546875 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -153643.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -153690.296875 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -153690.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -153713.609375 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -153713.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -153728.828125 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -153728.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -153742.828125 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -153742.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -153755.812500 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -153755.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -153764.718750 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -153764.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -153776.281250 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -153776.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -153782.796875 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -153782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -153786.843750 Penalty: 3480.683105
	Iteration 22Q: 3 clusters Score -153786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -153790.875000 Penalty: 3480.683105
	Iteration 23Q: 3 clusters Score -153790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -153791.875000 Penalty: 3480.683105
	Iteration 24Q: 3 clusters Score -153791.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -153791.875000 Penalty: 3480.683105
	Iteration 25F: 3 clusters Score -153791.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Entering Unmasked Estep 
Score: -502090.812500 Penalty: 2035.164917
	Iteration 0F: 2 clusters Score -502090.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -498373.656250 Penalty: 4070.329834
	Iteration 0F: 3 clusters Score -498373.7 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -499137.187500 Penalty: 4070.329834
	Iteration 1F: 3 clusters Score -499137.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -499309.906250 Penalty: 4070.329834
	Iteration 2F: 3 clusters Score -499309.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -499406.343750 Penalty: 4070.329834
	Iteration 3Q: 3 clusters Score -499406.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -499469.937500 Penalty: 4070.329834
	Iteration 4Q: 3 clusters Score -499469.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -499511.406250 Penalty: 4070.329834
	Iteration 5Q: 3 clusters Score -499511.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -499540.187500 Penalty: 4070.329834
	Iteration 6Q: 3 clusters Score -499540.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -499563.812500 Penalty: 4070.329834
	Iteration 7Q: 3 clusters Score -499563.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -499585.312500 Penalty: 4070.329834
	Iteration 8Q: 3 clusters Score -499585.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -499608.875000 Penalty: 4070.329834
	Iteration 9Q: 3 clusters Score -499608.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -499633.375000 Penalty: 4070.329834
	Iteration 10Q: 3 clusters Score -499633.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -499653.718750 Penalty: 4070.329834
	Iteration 11Q: 3 clusters Score -499653.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -499666.343750 Penalty: 4070.329834
	Iteration 12Q: 3 clusters Score -499666.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -499678.500000 Penalty: 4070.329834
	Iteration 13Q: 3 clusters Score -499678.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -499700.000000 Penalty: 4070.329834
	Iteration 14Q: 3 clusters Score -499700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -499716.562500 Penalty: 4070.329834
	Iteration 15Q: 3 clusters Score -499716.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -499731.281250 Penalty: 4070.329834
	Iteration 16Q: 3 clusters Score -499731.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -499746.250000 Penalty: 4070.329834
	Iteration 17Q: 3 clusters Score -499746.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -499755.500000 Penalty: 4070.329834
	Iteration 18Q: 3 clusters Score -499755.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -499767.250000 Penalty: 4070.329834
	Iteration 19Q: 3 clusters Score -499767.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -499778.937500 Penalty: 4070.329834
	Iteration 20F: 3 clusters Score -499778.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -499792.562500 Penalty: 4070.329834
	Iteration 21Q: 3 clusters Score -499792.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -499809.156250 Penalty: 4070.329834
	Iteration 22Q: 3 clusters Score -499809.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -499823.593750 Penalty: 4070.329834
	Iteration 23Q: 3 clusters Score -499823.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -499838.718750 Penalty: 4070.329834
	Iteration 24Q: 3 clusters Score -499838.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -499849.718750 Penalty: 4070.329834
	Iteration 25Q: 3 clusters Score -499849.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -499867.718750 Penalty: 4070.329834
	Iteration 26Q: 3 clusters Score -499867.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -499879.000000 Penalty: 4070.329834
	Iteration 27Q: 3 clusters Score -499879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -499884.468750 Penalty: 4070.329834
	Iteration 28Q: 3 clusters Score -499884.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -499890.968750 Penalty: 4070.329834
	Iteration 29Q: 3 clusters Score -499891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -499902.093750 Penalty: 4070.329834
	Iteration 30Q: 3 clusters Score -499902.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -499910.500000 Penalty: 4070.329834
	Iteration 31Q: 3 clusters Score -499910.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -499918.781250 Penalty: 4070.329834
	Iteration 32Q: 3 clusters Score -499918.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -499929.281250 Penalty: 4070.329834
	Iteration 33Q: 3 clusters Score -499929.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -499939.562500 Penalty: 4070.329834
	Iteration 34Q: 3 clusters Score -499939.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -499951.625000 Penalty: 4070.329834
	Iteration 35Q: 3 clusters Score -499951.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -499965.750000 Penalty: 4070.329834
	Iteration 36Q: 3 clusters Score -499965.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -499976.750000 Penalty: 4070.329834
	Iteration 37Q: 3 clusters Score -499976.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -499991.343750 Penalty: 4070.329834
	Iteration 38Q: 3 clusters Score -499991.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -500005.531250 Penalty: 4070.329834
	Iteration 39Q: 3 clusters Score -500005.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -500014.968750 Penalty: 4070.329834
	Iteration 40F: 3 clusters Score -500015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -500018.968750 Penalty: 4070.329834
	Iteration 41Q: 3 clusters Score -500019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -500023.968750 Penalty: 4070.329834
	Iteration 42Q: 3 clusters Score -500024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -500030.562500 Penalty: 4070.329834
	Iteration 43Q: 3 clusters Score -500030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -500035.000000 Penalty: 4070.329834
	Iteration 44Q: 3 clusters Score -500035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -500039.937500 Penalty: 4070.329834
	Iteration 45Q: 3 clusters Score -500039.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -500042.000000 Penalty: 4070.329834
	Iteration 46Q: 3 clusters Score -500042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -500045.937500 Penalty: 4070.329834
	Iteration 47Q: 3 clusters Score -500045.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -500053.093750 Penalty: 4070.329834
	Iteration 48Q: 3 clusters Score -500053.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -500055.968750 Penalty: 4070.329834
	Iteration 49Q: 3 clusters Score -500056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -500058.406250 Penalty: 4070.329834
	Iteration 50Q: 3 clusters Score -500058.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -500063.468750 Penalty: 4070.329834
	Iteration 51Q: 3 clusters Score -500063.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -500069.437500 Penalty: 4070.329834
	Iteration 52Q: 3 clusters Score -500069.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -500073.687500 Penalty: 4070.329834
	Iteration 53Q: 3 clusters Score -500073.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -500077.093750 Penalty: 4070.329834
	Iteration 54Q: 3 clusters Score -500077.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -500082.250000 Penalty: 4070.329834
	Iteration 55Q: 3 clusters Score -500082.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -500090.906250 Penalty: 4070.329834
	Iteration 56Q: 3 clusters Score -500090.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -500101.406250 Penalty: 4070.329834
	Iteration 57Q: 3 clusters Score -500101.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -500111.937500 Penalty: 4070.329834
	Iteration 58Q: 3 clusters Score -500111.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -500125.343750 Penalty: 4070.329834
	Iteration 59Q: 3 clusters Score -500125.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -500134.000000 Penalty: 4070.329834
	Iteration 60F: 3 clusters Score -500134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -500144.906250 Penalty: 4070.329834
	Iteration 61Q: 3 clusters Score -500144.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -500155.343750 Penalty: 4070.329834
	Iteration 62Q: 3 clusters Score -500155.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -500164.031250 Penalty: 4070.329834
	Iteration 63Q: 3 clusters Score -500164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -500169.656250 Penalty: 4070.329834
	Iteration 64Q: 3 clusters Score -500169.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -500176.500000 Penalty: 4070.329834
	Iteration 65Q: 3 clusters Score -500176.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -500182.593750 Penalty: 4070.329834
	Iteration 66Q: 3 clusters Score -500182.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -500191.875000 Penalty: 4070.329834
	Iteration 67Q: 3 clusters Score -500191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -500197.437500 Penalty: 4070.329834
	Iteration 68Q: 3 clusters Score -500197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -500204.531250 Penalty: 4070.329834
	Iteration 69Q: 3 clusters Score -500204.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -500207.656250 Penalty: 4070.329834
	Iteration 70Q: 3 clusters Score -500207.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -500212.875000 Penalty: 4070.329834
	Iteration 71Q: 3 clusters Score -500212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -500213.968750 Penalty: 4070.329834
	Iteration 72Q: 3 clusters Score -500214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -500215.812500 Penalty: 4070.329834
	Iteration 73Q: 3 clusters Score -500215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -500215.812500 Penalty: 4070.329834
	Iteration 74F: 3 clusters Score -500215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22629.263672 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -22629.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21527.605469 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -21527.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21604.052734 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -21604.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21622.935547 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -21622.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21635.654297 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -21635.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21644.320312 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -21644.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21644.320312 Penalty: 2635.350342
	Iteration 5F: 3 clusters Score -21644.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -161772.187500 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -161772.2 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 556 members 
Entering Unmasked Estep 
Score: -159740.515625 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -159740.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -160059.937500 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -160059.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -160134.125000 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -160134.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -160172.890625 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -160172.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -160201.953125 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -160202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -160218.468750 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -160218.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -160229.296875 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -160229.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -160236.343750 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -160236.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -160240.390625 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -160240.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -160243.171875 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -160243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -160245.296875 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -160245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -160247.593750 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -160247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -160248.390625 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -160248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -160249.640625 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -160249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -160250.171875 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -160250.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -160250.171875 Penalty: 3505.390625
	Iteration 15F: 3 clusters Score -160250.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Entering Unmasked Estep 
Score: -5708744.000000 Penalty: 2628.776123
	Iteration 0F: 2 clusters Score -5708744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -5681645.500000 Penalty: 5257.552246
	Iteration 0F: 3 clusters Score -5681646 nChanged 18250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -5691588.000000 Penalty: 5257.552246
	Iteration 1F: 3 clusters Score -5691588 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -5692083.500000 Penalty: 5257.552246
	Iteration 2Q: 3 clusters Score -5692084 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -5692546.500000 Penalty: 5257.552246
	Iteration 3Q: 3 clusters Score -5692546 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -5692976.000000 Penalty: 5257.552246
	Iteration 4Q: 3 clusters Score -5692976 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -5693378.000000 Penalty: 5257.552246
	Iteration 5Q: 3 clusters Score -5693378 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -5693877.000000 Penalty: 5257.552246
	Iteration 6Q: 3 clusters Score -5693877 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -5694516.500000 Penalty: 5257.552246
	Iteration 7Q: 3 clusters Score -5694516 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -5695381.500000 Penalty: 5257.552246
	Iteration 8Q: 3 clusters Score -5695382 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -5696612.500000 Penalty: 5257.552246
	Iteration 9F: 3 clusters Score -5696612 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -5698263.500000 Penalty: 5257.552246
	Iteration 10F: 3 clusters Score -5698264 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -5700215.500000 Penalty: 5257.552246
	Iteration 11F: 3 clusters Score -5700216 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -5702006.000000 Penalty: 5257.552246
	Iteration 12F: 3 clusters Score -5702006 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -5703180.500000 Penalty: 5257.552246
	Iteration 13Q: 3 clusters Score -5703180 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -5703750.000000 Penalty: 5257.552246
	Iteration 14Q: 3 clusters Score -5703750 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -5704060.500000 Penalty: 5257.552246
	Iteration 15Q: 3 clusters Score -5704060 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -5704295.000000 Penalty: 5257.552246
	Iteration 16Q: 3 clusters Score -5704295 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -5704465.000000 Penalty: 5257.552246
	Iteration 17Q: 3 clusters Score -5704465 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -5704618.000000 Penalty: 5257.552246
	Iteration 18Q: 3 clusters Score -5704618 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -5704725.500000 Penalty: 5257.552246
	Iteration 19Q: 3 clusters Score -5704726 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -5704849.500000 Penalty: 5257.552246
	Iteration 20F: 3 clusters Score -5704850 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -5704978.500000 Penalty: 5257.552246
	Iteration 21Q: 3 clusters Score -5704978 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -5705115.500000 Penalty: 5257.552246
	Iteration 22Q: 3 clusters Score -5705116 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -5705276.500000 Penalty: 5257.552246
	Iteration 23Q: 3 clusters Score -5705276 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -5705440.500000 Penalty: 5257.552246
	Iteration 24Q: 3 clusters Score -5705440 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -5705650.000000 Penalty: 5257.552246
	Iteration 25Q: 3 clusters Score -5705650 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -5705844.500000 Penalty: 5257.552246
	Iteration 26Q: 3 clusters Score -5705844 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -5706041.000000 Penalty: 5257.552246
	Iteration 27Q: 3 clusters Score -5706041 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -5706207.000000 Penalty: 5257.552246
	Iteration 28Q: 3 clusters Score -5706207 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -5706345.000000 Penalty: 5257.552246
	Iteration 29Q: 3 clusters Score -5706345 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -5706471.500000 Penalty: 5257.552246
	Iteration 30Q: 3 clusters Score -5706472 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -5706523.000000 Penalty: 5257.552246
	Iteration 31Q: 3 clusters Score -5706523 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -5706586.000000 Penalty: 5257.552246
	Iteration 32Q: 3 clusters Score -5706586 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -5706610.500000 Penalty: 5257.552246
	Iteration 33Q: 3 clusters Score -5706610 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -5706663.000000 Penalty: 5257.552246
	Iteration 34Q: 3 clusters Score -5706663 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -5706681.000000 Penalty: 5257.552246
	Iteration 35Q: 3 clusters Score -5706681 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -5706699.000000 Penalty: 5257.552246
	Iteration 36Q: 3 clusters Score -5706699 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -5706710.000000 Penalty: 5257.552246
	Iteration 37Q: 3 clusters Score -5706710 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -5706737.500000 Penalty: 5257.552246
	Iteration 38Q: 3 clusters Score -5706738 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -5706741.000000 Penalty: 5257.552246
	Iteration 39Q: 3 clusters Score -5706741 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -5706756.000000 Penalty: 5257.552246
	Iteration 40F: 3 clusters Score -5706756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -5706752.500000 Penalty: 5257.552246
	Iteration 41Q: 3 clusters Score -5706752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -5706752.000000 Penalty: 5257.552246
	Iteration 42Q: 3 clusters Score -5706752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -5706751.000000 Penalty: 5257.552246
	Iteration 43Q: 3 clusters Score -5706751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -5706751.500000 Penalty: 5257.552246
	Iteration 44Q: 3 clusters Score -5706752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -5706764.500000 Penalty: 5257.552246
	Iteration 45Q: 3 clusters Score -5706764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -5706769.000000 Penalty: 5257.552246
	Iteration 46Q: 3 clusters Score -5706769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -5706783.000000 Penalty: 5257.552246
	Iteration 47Q: 3 clusters Score -5706783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -5706770.000000 Penalty: 5257.552246
	Iteration 48Q: 3 clusters Score -5706770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -5706770.500000 Penalty: 5257.552246
	Iteration 49Q: 3 clusters Score -5706770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -5706769.000000 Penalty: 5257.552246
	Iteration 50Q: 3 clusters Score -5706769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -5706776.500000 Penalty: 5257.552246
	Iteration 51Q: 3 clusters Score -5706776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -5706773.500000 Penalty: 5257.552246
	Iteration 52Q: 3 clusters Score -5706774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -5706779.500000 Penalty: 5257.552246
	Iteration 53Q: 3 clusters Score -5706780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -5706793.500000 Penalty: 5257.552246
	Iteration 54Q: 3 clusters Score -5706794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -5706796.500000 Penalty: 5257.552246
	Iteration 55Q: 3 clusters Score -5706796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -5706788.500000 Penalty: 5257.552246
	Iteration 56Q: 3 clusters Score -5706788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -5706771.000000 Penalty: 5257.552246
	Iteration 57Q: 3 clusters Score -5706771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -5706779.500000 Penalty: 5257.552246
	Iteration 58Q: 3 clusters Score -5706780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -5706772.000000 Penalty: 5257.552246
	Iteration 59Q: 3 clusters Score -5706772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -5706779.500000 Penalty: 5257.552246
	Iteration 60F: 3 clusters Score -5706780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -5706778.500000 Penalty: 5257.552246
	Iteration 61Q: 3 clusters Score -5706778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -5706774.000000 Penalty: 5257.552246
	Iteration 62Q: 3 clusters Score -5706774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5706770.500000 Penalty: 5257.552246
	Iteration 63Q: 3 clusters Score -5706770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -5706783.000000 Penalty: 5257.552246
	Iteration 64Q: 3 clusters Score -5706783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -5706783.500000 Penalty: 5257.552246
	Iteration 65Q: 3 clusters Score -5706784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -5706780.500000 Penalty: 5257.552246
	Iteration 66Q: 3 clusters Score -5706780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -5706792.000000 Penalty: 5257.552246
	Iteration 67Q: 3 clusters Score -5706792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -5706794.000000 Penalty: 5257.552246
	Iteration 68Q: 3 clusters Score -5706794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -5706796.500000 Penalty: 5257.552246
	Iteration 69Q: 3 clusters Score -5706796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -5706806.500000 Penalty: 5257.552246
	Iteration 70Q: 3 clusters Score -5706806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -5706807.500000 Penalty: 5257.552246
	Iteration 71Q: 3 clusters Score -5706808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -5706816.500000 Penalty: 5257.552246
	Iteration 72Q: 3 clusters Score -5706816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -5706810.500000 Penalty: 5257.552246
	Iteration 73Q: 3 clusters Score -5706810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -5706810.500000 Penalty: 5257.552246
	Iteration 74Q: 3 clusters Score -5706810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -5706810.500000 Penalty: 5257.552246
	Iteration 75Q: 3 clusters Score -5706810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -5706810.500000 Penalty: 5257.552246
	Iteration 76F: 3 clusters Score -5706810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (98185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98185 members 
Entering Unmasked Estep 
Score: -13957604.000000 Penalty: 2850.663086
	Iteration 0F: 2 clusters Score -1.39576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -13892370.000000 Penalty: 5701.326172
	Iteration 0F: 3 clusters Score -1.389237e+07 nChanged 46327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -13918605.000000 Penalty: 5701.326172
	Iteration 1F: 3 clusters Score -1.39186e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -13919578.000000 Penalty: 5701.326172
	Iteration 2Q: 3 clusters Score -1.391958e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -13920556.000000 Penalty: 5701.326172
	Iteration 3Q: 3 clusters Score -1.392056e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -13921838.000000 Penalty: 5701.326172
	Iteration 4Q: 3 clusters Score -1.392184e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -13923658.000000 Penalty: 5701.326172
	Iteration 5Q: 3 clusters Score -1.392366e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -13925599.000000 Penalty: 5701.326172
	Iteration 6Q: 3 clusters Score -1.39256e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -13927981.000000 Penalty: 5701.326172
	Iteration 7Q: 3 clusters Score -1.392798e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60542 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -13931065.000000 Penalty: 5701.326172
	Iteration 8F: 3 clusters Score -1.393106e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -13934924.000000 Penalty: 5701.326172
	Iteration 9F: 3 clusters Score -1.393492e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -13938884.000000 Penalty: 5701.326172
	Iteration 10F: 3 clusters Score -1.393888e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -13942013.000000 Penalty: 5701.326172
	Iteration 11Q: 3 clusters Score -1.394201e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -13943618.000000 Penalty: 5701.326172
	Iteration 12Q: 3 clusters Score -1.394362e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -13944546.000000 Penalty: 5701.326172
	Iteration 13Q: 3 clusters Score -1.394455e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -13945135.000000 Penalty: 5701.326172
	Iteration 14Q: 3 clusters Score -1.394514e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -13945702.000000 Penalty: 5701.326172
	Iteration 15Q: 3 clusters Score -1.39457e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -13946265.000000 Penalty: 5701.326172
	Iteration 16Q: 3 clusters Score -1.394626e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -13946921.000000 Penalty: 5701.326172
	Iteration 17Q: 3 clusters Score -1.394692e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -13947570.000000 Penalty: 5701.326172
	Iteration 18Q: 3 clusters Score -1.394757e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -13948182.000000 Penalty: 5701.326172
	Iteration 19Q: 3 clusters Score -1.394818e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -13948834.000000 Penalty: 5701.326172
	Iteration 20F: 3 clusters Score -1.394883e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -13949525.000000 Penalty: 5701.326172
	Iteration 21Q: 3 clusters Score -1.394952e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -13950163.000000 Penalty: 5701.326172
	Iteration 22Q: 3 clusters Score -1.395016e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -13950773.000000 Penalty: 5701.326172
	Iteration 23Q: 3 clusters Score -1.395077e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -13951376.000000 Penalty: 5701.326172
	Iteration 24Q: 3 clusters Score -1.395138e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -13951957.000000 Penalty: 5701.326172
	Iteration 25Q: 3 clusters Score -1.395196e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91864 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -13952488.000000 Penalty: 5701.326172
	Iteration 26Q: 3 clusters Score -1.395249e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92705 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -13952944.000000 Penalty: 5701.326172
	Iteration 27Q: 3 clusters Score -1.395294e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93415 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -13953321.000000 Penalty: 5701.326172
	Iteration 28Q: 3 clusters Score -1.395332e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -13953659.000000 Penalty: 5701.326172
	Iteration 29Q: 3 clusters Score -1.395366e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94515 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -13953950.000000 Penalty: 5701.326172
	Iteration 30Q: 3 clusters Score -1.395395e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -13954151.000000 Penalty: 5701.326172
	Iteration 31Q: 3 clusters Score -1.395415e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95257 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -13954325.000000 Penalty: 5701.326172
	Iteration 32Q: 3 clusters Score -1.395432e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95562 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -13954460.000000 Penalty: 5701.326172
	Iteration 33Q: 3 clusters Score -1.395446e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95808 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -13954583.000000 Penalty: 5701.326172
	Iteration 34Q: 3 clusters Score -1.395458e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -13954651.000000 Penalty: 5701.326172
	Iteration 35Q: 3 clusters Score -1.395465e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -13954754.000000 Penalty: 5701.326172
	Iteration 36Q: 3 clusters Score -1.395475e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -13954811.000000 Penalty: 5701.326172
	Iteration 37Q: 3 clusters Score -1.395481e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -13954872.000000 Penalty: 5701.326172
	Iteration 38Q: 3 clusters Score -1.395487e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96493 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -13954926.000000 Penalty: 5701.326172
	Iteration 39Q: 3 clusters Score -1.395493e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -13954958.000000 Penalty: 5701.326172
	Iteration 40F: 3 clusters Score -1.395496e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -13954966.000000 Penalty: 5701.326172
	Iteration 41Q: 3 clusters Score -1.395497e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13955011.000000 Penalty: 5701.326172
	Iteration 42Q: 3 clusters Score -1.395501e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13955056.000000 Penalty: 5701.326172
	Iteration 43Q: 3 clusters Score -1.395506e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96792 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13955078.000000 Penalty: 5701.326172
	Iteration 44Q: 3 clusters Score -1.395508e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -13955117.000000 Penalty: 5701.326172
	Iteration 45Q: 3 clusters Score -1.395512e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13955138.000000 Penalty: 5701.326172
	Iteration 46Q: 3 clusters Score -1.395514e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96899 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -13955120.000000 Penalty: 5701.326172
	Iteration 47Q: 3 clusters Score -1.395512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -13955125.000000 Penalty: 5701.326172
	Iteration 48Q: 3 clusters Score -1.395512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96939 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13955123.000000 Penalty: 5701.326172
	Iteration 49Q: 3 clusters Score -1.395512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96959 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13955130.000000 Penalty: 5701.326172
	Iteration 50Q: 3 clusters Score -1.395513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -13955125.000000 Penalty: 5701.326172
	Iteration 51Q: 3 clusters Score -1.395512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13955130.000000 Penalty: 5701.326172
	Iteration 52Q: 3 clusters Score -1.395513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -13955145.000000 Penalty: 5701.326172
	Iteration 53Q: 3 clusters Score -1.395514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97027 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13955151.000000 Penalty: 5701.326172
	Iteration 54Q: 3 clusters Score -1.395515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97042 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13955156.000000 Penalty: 5701.326172
	Iteration 55Q: 3 clusters Score -1.395516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -13955157.000000 Penalty: 5701.326172
	Iteration 56Q: 3 clusters Score -1.395516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97061 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13955146.000000 Penalty: 5701.326172
	Iteration 57Q: 3 clusters Score -1.395515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13955147.000000 Penalty: 5701.326172
	Iteration 58Q: 3 clusters Score -1.395515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97076 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13955161.000000 Penalty: 5701.326172
	Iteration 59Q: 3 clusters Score -1.395516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13955169.000000 Penalty: 5701.326172
	Iteration 60F: 3 clusters Score -1.395517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97094 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -13955185.000000 Penalty: 5701.326172
	Iteration 61Q: 3 clusters Score -1.395518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97104 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -13955184.000000 Penalty: 5701.326172
	Iteration 62Q: 3 clusters Score -1.395518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -13955191.000000 Penalty: 5701.326172
	Iteration 63Q: 3 clusters Score -1.395519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97128 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13955189.000000 Penalty: 5701.326172
	Iteration 64Q: 3 clusters Score -1.395519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97139 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -13955192.000000 Penalty: 5701.326172
	Iteration 65Q: 3 clusters Score -1.395519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13955196.000000 Penalty: 5701.326172
	Iteration 66Q: 3 clusters Score -1.39552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -13955193.000000 Penalty: 5701.326172
	Iteration 67Q: 3 clusters Score -1.395519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -13955195.000000 Penalty: 5701.326172
	Iteration 68Q: 3 clusters Score -1.39552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13955200.000000 Penalty: 5701.326172
	Iteration 69Q: 3 clusters Score -1.39552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13955201.000000 Penalty: 5701.326172
	Iteration 70Q: 3 clusters Score -1.39552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97189 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -13955211.000000 Penalty: 5701.326172
	Iteration 71Q: 3 clusters Score -1.395521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13955221.000000 Penalty: 5701.326172
	Iteration 72Q: 3 clusters Score -1.395522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97197 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -13955210.000000 Penalty: 5701.326172
	Iteration 73Q: 3 clusters Score -1.395521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97202 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13955216.000000 Penalty: 5701.326172
	Iteration 74Q: 3 clusters Score -1.395522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -13955208.000000 Penalty: 5701.326172
	Iteration 75Q: 3 clusters Score -1.395521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97206 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13955201.000000 Penalty: 5701.326172
	Iteration 76Q: 3 clusters Score -1.39552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97207 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -13955211.000000 Penalty: 5701.326172
	Iteration 77Q: 3 clusters Score -1.395521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97210 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13955196.000000 Penalty: 5701.326172
	Iteration 78Q: 3 clusters Score -1.39552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13955197.000000 Penalty: 5701.326172
	Iteration 79Q: 3 clusters Score -1.39552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13955197.000000 Penalty: 5701.326172
	Iteration 80F: 3 clusters Score -1.39552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -75583.500000 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -75583.5 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 296 members 
Entering Unmasked Estep 
Score: -73980.117188 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -73980.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74204.203125 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -74204.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74296.671875 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -74296.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74312.648438 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -74312.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74319.789062 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -74319.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74324.093750 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -74324.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74324.093750 Penalty: 3174.527832
	Iteration 6F: 3 clusters Score -74324.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (179822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179822 members 
Entering Unmasked Estep 
Score: -25572596.000000 Penalty: 3000.731201
	Iteration 0F: 2 clusters Score -2.55726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 90193 members 
Entering Unmasked Estep 
Score: -25475184.000000 Penalty: 6001.462402
	Iteration 0F: 3 clusters Score -2.547518e+07 nChanged 86198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 94441 members 
Entering Unmasked Estep 
Score: -25525362.000000 Penalty: 6001.462402
	Iteration 1F: 3 clusters Score -2.552536e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -25526296.000000 Penalty: 6001.462402
	Iteration 2Q: 3 clusters Score -2.55263e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 101364 members 
Entering Unmasked Estep 
Score: -25527474.000000 Penalty: 6001.462402
	Iteration 3Q: 3 clusters Score -2.552747e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 107528 members 
Entering Unmasked Estep 
Score: -25529446.000000 Penalty: 6001.462402
	Iteration 4Q: 3 clusters Score -2.552945e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 116212 members 
Entering Unmasked Estep 
Score: -25533088.000000 Penalty: 6001.462402
	Iteration 5F: 3 clusters Score -2.553309e+07 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 127630 members 
Entering Unmasked Estep 
Score: -25538628.000000 Penalty: 6001.462402
	Iteration 6F: 3 clusters Score -2.553863e+07 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 140661 members 
Entering Unmasked Estep 
Score: -25547436.000000 Penalty: 6001.462402
	Iteration 7F: 3 clusters Score -2.554744e+07 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 153331 members 
Entering Unmasked Estep 
Score: -25558706.000000 Penalty: 6001.462402
	Iteration 8F: 3 clusters Score -2.555871e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 164233 members 
Entering Unmasked Estep 
Score: -25565334.000000 Penalty: 6001.462402
	Iteration 9F: 3 clusters Score -2.556533e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 171529 members 
Entering Unmasked Estep 
Score: -25567756.000000 Penalty: 6001.462402
	Iteration 10Q: 3 clusters Score -2.556776e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 175576 members 
Entering Unmasked Estep 
Score: -25568904.000000 Penalty: 6001.462402
	Iteration 11Q: 3 clusters Score -2.55689e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 177569 members 
Entering Unmasked Estep 
Score: -25569448.000000 Penalty: 6001.462402
	Iteration 12Q: 3 clusters Score -2.556945e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 178461 members 
Entering Unmasked Estep 
Score: -25569640.000000 Penalty: 6001.462402
	Iteration 13Q: 3 clusters Score -2.556964e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 178882 members 
Entering Unmasked Estep 
Score: -25569754.000000 Penalty: 6001.462402
	Iteration 14Q: 3 clusters Score -2.556975e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 179085 members 
Entering Unmasked Estep 
Score: -25569938.000000 Penalty: 6001.462402
	Iteration 15Q: 3 clusters Score -2.556994e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 179188 members 
Entering Unmasked Estep 
Score: -25569944.000000 Penalty: 6001.462402
	Iteration 16Q: 3 clusters Score -2.556994e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 179254 members 
Entering Unmasked Estep 
Score: -25570000.000000 Penalty: 6001.462402
	Iteration 17Q: 3 clusters Score -2.557e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 179294 members 
Entering Unmasked Estep 
Score: -25570012.000000 Penalty: 6001.462402
	Iteration 18Q: 3 clusters Score -2.557001e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 179325 members 
Entering Unmasked Estep 
Score: -25570048.000000 Penalty: 6001.462402
	Iteration 19Q: 3 clusters Score -2.557005e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 179343 members 
Entering Unmasked Estep 
Score: -25570046.000000 Penalty: 6001.462402
	Iteration 20F: 3 clusters Score -2.557005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 179353 members 
Entering Unmasked Estep 
Score: -25570076.000000 Penalty: 6001.462402
	Iteration 21Q: 3 clusters Score -2.557008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 179357 members 
Entering Unmasked Estep 
Score: -25570088.000000 Penalty: 6001.462402
	Iteration 22Q: 3 clusters Score -2.557009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 179364 members 
Entering Unmasked Estep 
Score: -25570084.000000 Penalty: 6001.462402
	Iteration 23Q: 3 clusters Score -2.557008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 179371 members 
Entering Unmasked Estep 
Score: -25570090.000000 Penalty: 6001.462402
	Iteration 24Q: 3 clusters Score -2.557009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 179371 members 
Entering Unmasked Estep 
Score: -25570114.000000 Penalty: 6001.462402
	Iteration 25Q: 3 clusters Score -2.557011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 179374 members 
Entering Unmasked Estep 
Score: -25570116.000000 Penalty: 6001.462402
	Iteration 26Q: 3 clusters Score -2.557012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 179376 members 
Entering Unmasked Estep 
Score: -25570114.000000 Penalty: 6001.462402
	Iteration 27Q: 3 clusters Score -2.557011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 179379 members 
Entering Unmasked Estep 
Score: -25570116.000000 Penalty: 6001.462402
	Iteration 28Q: 3 clusters Score -2.557012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 179380 members 
Entering Unmasked Estep 
Score: -25570104.000000 Penalty: 6001.462402
	Iteration 29Q: 3 clusters Score -2.55701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 179382 members 
Entering Unmasked Estep 
Score: -25570112.000000 Penalty: 6001.462402
	Iteration 30Q: 3 clusters Score -2.557011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 179388 members 
Entering Unmasked Estep 
Score: -25570142.000000 Penalty: 6001.462402
	Iteration 31Q: 3 clusters Score -2.557014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 179392 members 
Entering Unmasked Estep 
Score: -25570146.000000 Penalty: 6001.462402
	Iteration 32Q: 3 clusters Score -2.557015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 179393 members 
Entering Unmasked Estep 
Score: -25570146.000000 Penalty: 6001.462402
	Iteration 33Q: 3 clusters Score -2.557015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 179396 members 
Entering Unmasked Estep 
Score: -25570148.000000 Penalty: 6001.462402
	Iteration 34Q: 3 clusters Score -2.557015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 179394 members 
Entering Unmasked Estep 
Score: -25570156.000000 Penalty: 6001.462402
	Iteration 35Q: 3 clusters Score -2.557016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 179392 members 
Entering Unmasked Estep 
Score: -25570156.000000 Penalty: 6001.462402
	Iteration 36Q: 3 clusters Score -2.557016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 179392 members 
Entering Unmasked Estep 
Score: -25570176.000000 Penalty: 6001.462402
	Iteration 37Q: 3 clusters Score -2.557018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 179393 members 
Entering Unmasked Estep 
Score: -25570176.000000 Penalty: 6001.462402
	Iteration 38Q: 3 clusters Score -2.557018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 179394 members 
Entering Unmasked Estep 
Score: -25570160.000000 Penalty: 6001.462402
	Iteration 39Q: 3 clusters Score -2.557016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 179395 members 
Entering Unmasked Estep 
Score: -25570188.000000 Penalty: 6001.462402
	Iteration 40F: 3 clusters Score -2.557019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145397 members 
Entering Unmasked Estep 
Score: -20625966.000000 Penalty: 2948.031250
	Iteration 0F: 2 clusters Score -2.062597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -20531068.000000 Penalty: 5896.062500
	Iteration 0F: 3 clusters Score -2.053107e+07 nChanged 69505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -20571556.000000 Penalty: 5896.062500
	Iteration 1F: 3 clusters Score -2.057156e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -20572738.000000 Penalty: 5896.062500
	Iteration 2Q: 3 clusters Score -2.057274e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79702 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -20574374.000000 Penalty: 5896.062500
	Iteration 3Q: 3 clusters Score -2.057437e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -20576604.000000 Penalty: 5896.062500
	Iteration 4Q: 3 clusters Score -2.05766e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -20580056.000000 Penalty: 5896.062500
	Iteration 5Q: 3 clusters Score -2.058006e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -20584924.000000 Penalty: 5896.062500
	Iteration 6F: 3 clusters Score -2.058492e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104280 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -20591724.000000 Penalty: 5896.062500
	Iteration 7F: 3 clusters Score -2.059172e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112653 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -20599812.000000 Penalty: 5896.062500
	Iteration 8F: 3 clusters Score -2.059981e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119406 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -20607230.000000 Penalty: 5896.062500
	Iteration 9F: 3 clusters Score -2.060723e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123947 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -20612234.000000 Penalty: 5896.062500
	Iteration 10Q: 3 clusters Score -2.061223e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126787 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -20614862.000000 Penalty: 5896.062500
	Iteration 11Q: 3 clusters Score -2.061486e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128930 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -20616368.000000 Penalty: 5896.062500
	Iteration 12Q: 3 clusters Score -2.061637e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130858 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -20617396.000000 Penalty: 5896.062500
	Iteration 13Q: 3 clusters Score -2.06174e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132637 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -20618428.000000 Penalty: 5896.062500
	Iteration 14Q: 3 clusters Score -2.061843e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134223 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -20619368.000000 Penalty: 5896.062500
	Iteration 15Q: 3 clusters Score -2.061937e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135636 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -20620076.000000 Penalty: 5896.062500
	Iteration 16Q: 3 clusters Score -2.062008e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136860 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -20620854.000000 Penalty: 5896.062500
	Iteration 17Q: 3 clusters Score -2.062085e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137944 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -20621460.000000 Penalty: 5896.062500
	Iteration 18Q: 3 clusters Score -2.062146e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138855 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -20621894.000000 Penalty: 5896.062500
	Iteration 19Q: 3 clusters Score -2.062189e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139627 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -20622272.000000 Penalty: 5896.062500
	Iteration 20F: 3 clusters Score -2.062227e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140278 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -20622564.000000 Penalty: 5896.062500
	Iteration 21Q: 3 clusters Score -2.062256e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140841 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -20622794.000000 Penalty: 5896.062500
	Iteration 22Q: 3 clusters Score -2.062279e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141303 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -20623006.000000 Penalty: 5896.062500
	Iteration 23Q: 3 clusters Score -2.062301e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141714 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -20623268.000000 Penalty: 5896.062500
	Iteration 24Q: 3 clusters Score -2.062327e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142097 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -20623402.000000 Penalty: 5896.062500
	Iteration 25Q: 3 clusters Score -2.06234e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142398 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -20623508.000000 Penalty: 5896.062500
	Iteration 26Q: 3 clusters Score -2.062351e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142620 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -20623578.000000 Penalty: 5896.062500
	Iteration 27Q: 3 clusters Score -2.062358e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142827 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -20623672.000000 Penalty: 5896.062500
	Iteration 28Q: 3 clusters Score -2.062367e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142999 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -20623726.000000 Penalty: 5896.062500
	Iteration 29Q: 3 clusters Score -2.062373e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143162 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -20623780.000000 Penalty: 5896.062500
	Iteration 30Q: 3 clusters Score -2.062378e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143291 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -20623784.000000 Penalty: 5896.062500
	Iteration 31Q: 3 clusters Score -2.062378e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143394 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -20623800.000000 Penalty: 5896.062500
	Iteration 32Q: 3 clusters Score -2.06238e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143480 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -20623822.000000 Penalty: 5896.062500
	Iteration 33Q: 3 clusters Score -2.062382e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143552 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -20623818.000000 Penalty: 5896.062500
	Iteration 34Q: 3 clusters Score -2.062382e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143621 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -20623828.000000 Penalty: 5896.062500
	Iteration 35Q: 3 clusters Score -2.062383e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143672 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -20623880.000000 Penalty: 5896.062500
	Iteration 36Q: 3 clusters Score -2.062388e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -20623912.000000 Penalty: 5896.062500
	Iteration 37Q: 3 clusters Score -2.062391e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143792 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -20623988.000000 Penalty: 5896.062500
	Iteration 38Q: 3 clusters Score -2.062399e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143826 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -20623970.000000 Penalty: 5896.062500
	Iteration 39Q: 3 clusters Score -2.062397e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143858 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -20623964.000000 Penalty: 5896.062500
	Iteration 40F: 3 clusters Score -2.062396e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143886 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -20623986.000000 Penalty: 5896.062500
	Iteration 41Q: 3 clusters Score -2.062399e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143914 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -20623984.000000 Penalty: 5896.062500
	Iteration 42Q: 3 clusters Score -2.062398e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143945 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -20623998.000000 Penalty: 5896.062500
	Iteration 43Q: 3 clusters Score -2.0624e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143964 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -20624002.000000 Penalty: 5896.062500
	Iteration 44Q: 3 clusters Score -2.0624e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143994 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -20624000.000000 Penalty: 5896.062500
	Iteration 45Q: 3 clusters Score -2.0624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144012 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -20624006.000000 Penalty: 5896.062500
	Iteration 46Q: 3 clusters Score -2.062401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144028 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -20624018.000000 Penalty: 5896.062500
	Iteration 47Q: 3 clusters Score -2.062402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144033 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -20624006.000000 Penalty: 5896.062500
	Iteration 48Q: 3 clusters Score -2.062401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144046 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -20624024.000000 Penalty: 5896.062500
	Iteration 49Q: 3 clusters Score -2.062402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144055 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -20624020.000000 Penalty: 5896.062500
	Iteration 50Q: 3 clusters Score -2.062402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144063 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -20624032.000000 Penalty: 5896.062500
	Iteration 51Q: 3 clusters Score -2.062403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144068 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -20624028.000000 Penalty: 5896.062500
	Iteration 52Q: 3 clusters Score -2.062403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144072 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -20624022.000000 Penalty: 5896.062500
	Iteration 53Q: 3 clusters Score -2.062402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144074 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20624024.000000 Penalty: 5896.062500
	Iteration 54Q: 3 clusters Score -2.062402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144075 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -20624010.000000 Penalty: 5896.062500
	Iteration 55Q: 3 clusters Score -2.062401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144074 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20624020.000000 Penalty: 5896.062500
	Iteration 56Q: 3 clusters Score -2.062402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144076 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -20624022.000000 Penalty: 5896.062500
	Iteration 57Q: 3 clusters Score -2.062402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144080 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -20624018.000000 Penalty: 5896.062500
	Iteration 58Q: 3 clusters Score -2.062402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144085 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -20624040.000000 Penalty: 5896.062500
	Iteration 59Q: 3 clusters Score -2.062404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144094 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20624040.000000 Penalty: 5896.062500
	Iteration 60F: 3 clusters Score -2.062404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144102 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20624030.000000 Penalty: 5896.062500
	Iteration 61Q: 3 clusters Score -2.062403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144106 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20624026.000000 Penalty: 5896.062500
	Iteration 62Q: 3 clusters Score -2.062403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144109 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -20624018.000000 Penalty: 5896.062500
	Iteration 63Q: 3 clusters Score -2.062402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144111 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -20624024.000000 Penalty: 5896.062500
	Iteration 64Q: 3 clusters Score -2.062402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144110 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -20624018.000000 Penalty: 5896.062500
	Iteration 65Q: 3 clusters Score -2.062402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144110 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -20624018.000000 Penalty: 5896.062500
	Iteration 66F: 3 clusters Score -2.062402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Entering Unmasked Estep 
Score: -1957331.625000 Penalty: 2361.875244
	Iteration 0F: 2 clusters Score -1957332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1947233.250000 Penalty: 4723.750488
	Iteration 0F: 3 clusters Score -1947233 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1950252.125000 Penalty: 4723.750488
	Iteration 1F: 3 clusters Score -1950252 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1950597.625000 Penalty: 4723.750488
	Iteration 2F: 3 clusters Score -1950598 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1950861.500000 Penalty: 4723.750488
	Iteration 3Q: 3 clusters Score -1950862 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1951115.625000 Penalty: 4723.750488
	Iteration 4Q: 3 clusters Score -1951116 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1951367.750000 Penalty: 4723.750488
	Iteration 5Q: 3 clusters Score -1951368 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1951590.500000 Penalty: 4723.750488
	Iteration 6Q: 3 clusters Score -1951590 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1951858.875000 Penalty: 4723.750488
	Iteration 7Q: 3 clusters Score -1951859 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1952176.250000 Penalty: 4723.750488
	Iteration 8Q: 3 clusters Score -1952176 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1952541.625000 Penalty: 4723.750488
	Iteration 9Q: 3 clusters Score -1952542 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1952973.750000 Penalty: 4723.750488
	Iteration 10Q: 3 clusters Score -1952974 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1953471.875000 Penalty: 4723.750488
	Iteration 11Q: 3 clusters Score -1953472 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1953981.875000 Penalty: 4723.750488
	Iteration 12Q: 3 clusters Score -1953982 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1954412.625000 Penalty: 4723.750488
	Iteration 13Q: 3 clusters Score -1954413 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1954689.750000 Penalty: 4723.750488
	Iteration 14Q: 3 clusters Score -1954690 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1954882.125000 Penalty: 4723.750488
	Iteration 15Q: 3 clusters Score -1954882 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1955007.125000 Penalty: 4723.750488
	Iteration 16Q: 3 clusters Score -1955007 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1955083.750000 Penalty: 4723.750488
	Iteration 17Q: 3 clusters Score -1955084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1955143.875000 Penalty: 4723.750488
	Iteration 18Q: 3 clusters Score -1955144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1955195.125000 Penalty: 4723.750488
	Iteration 19Q: 3 clusters Score -1955195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1955230.000000 Penalty: 4723.750488
	Iteration 20F: 3 clusters Score -1955230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1955246.000000 Penalty: 4723.750488
	Iteration 21Q: 3 clusters Score -1955246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1955258.750000 Penalty: 4723.750488
	Iteration 22Q: 3 clusters Score -1955259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1955268.250000 Penalty: 4723.750488
	Iteration 23Q: 3 clusters Score -1955268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1955280.375000 Penalty: 4723.750488
	Iteration 24Q: 3 clusters Score -1955280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1955289.375000 Penalty: 4723.750488
	Iteration 25Q: 3 clusters Score -1955289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1955295.625000 Penalty: 4723.750488
	Iteration 26Q: 3 clusters Score -1955296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1955302.250000 Penalty: 4723.750488
	Iteration 27Q: 3 clusters Score -1955302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1955308.250000 Penalty: 4723.750488
	Iteration 28Q: 3 clusters Score -1955308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1955313.750000 Penalty: 4723.750488
	Iteration 29Q: 3 clusters Score -1955314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1955317.500000 Penalty: 4723.750488
	Iteration 30Q: 3 clusters Score -1955318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1955318.500000 Penalty: 4723.750488
	Iteration 31Q: 3 clusters Score -1955318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1955321.000000 Penalty: 4723.750488
	Iteration 32Q: 3 clusters Score -1955321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1955321.000000 Penalty: 4723.750488
	Iteration 33F: 3 clusters Score -1955321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -55441.792969 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -55441.79 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 213 members 
Entering Unmasked Estep 
Score: -54166.777344 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -54166.78 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54512.863281 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -54512.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54658.460938 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -54658.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -54721.984375 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -54721.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54762.199219 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -54762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54791.453125 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -54791.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54824.949219 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -54824.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -54829.972656 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -54829.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54834.699219 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -54834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54836.570312 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -54836.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54836.570312 Penalty: 3020.166260
	Iteration 10F: 3 clusters Score -54836.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -262044.421875 Penalty: 1869.678711
	Iteration 0F: 2 clusters Score -262044.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -259488.203125 Penalty: 3739.357422
	Iteration 0F: 3 clusters Score -259488.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -260068.437500 Penalty: 3739.357422
	Iteration 1F: 3 clusters Score -260068.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -260286.406250 Penalty: 3739.357422
	Iteration 2F: 3 clusters Score -260286.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -260419.218750 Penalty: 3739.357422
	Iteration 3F: 3 clusters Score -260419.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -260486.156250 Penalty: 3739.357422
	Iteration 4Q: 3 clusters Score -260486.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -260541.859375 Penalty: 3739.357422
	Iteration 5Q: 3 clusters Score -260541.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -260583.281250 Penalty: 3739.357422
	Iteration 6Q: 3 clusters Score -260583.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -260618.656250 Penalty: 3739.357422
	Iteration 7Q: 3 clusters Score -260618.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -260644.125000 Penalty: 3739.357422
	Iteration 8Q: 3 clusters Score -260644.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -260676.718750 Penalty: 3739.357422
	Iteration 9Q: 3 clusters Score -260676.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -260705.843750 Penalty: 3739.357422
	Iteration 10Q: 3 clusters Score -260705.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -260738.265625 Penalty: 3739.357422
	Iteration 11Q: 3 clusters Score -260738.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -260761.875000 Penalty: 3739.357422
	Iteration 12Q: 3 clusters Score -260761.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -260778.671875 Penalty: 3739.357422
	Iteration 13Q: 3 clusters Score -260778.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -260788.750000 Penalty: 3739.357422
	Iteration 14Q: 3 clusters Score -260788.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -260800.703125 Penalty: 3739.357422
	Iteration 15Q: 3 clusters Score -260800.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -260811.640625 Penalty: 3739.357422
	Iteration 16Q: 3 clusters Score -260811.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -260825.859375 Penalty: 3739.357422
	Iteration 17Q: 3 clusters Score -260825.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -260838.859375 Penalty: 3739.357422
	Iteration 18Q: 3 clusters Score -260838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -260846.640625 Penalty: 3739.357422
	Iteration 19Q: 3 clusters Score -260846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -260852.296875 Penalty: 3739.357422
	Iteration 20F: 3 clusters Score -260852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -260855.031250 Penalty: 3739.357422
	Iteration 21Q: 3 clusters Score -260855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -260855.281250 Penalty: 3739.357422
	Iteration 22Q: 3 clusters Score -260855.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -260856.593750 Penalty: 3739.357422
	Iteration 23Q: 3 clusters Score -260856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -260858.000000 Penalty: 3739.357422
	Iteration 24Q: 3 clusters Score -260858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -260858.484375 Penalty: 3739.357422
	Iteration 25Q: 3 clusters Score -260858.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -260859.265625 Penalty: 3739.357422
	Iteration 26Q: 3 clusters Score -260859.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -260859.265625 Penalty: 3739.357422
	Iteration 27F: 3 clusters Score -260859.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -117646.359375 Penalty: 1753.539551
	Iteration 0F: 2 clusters Score -117646.4 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 596 members 
Entering Unmasked Estep 
Score: -116147.398438 Penalty: 3507.079102
	Iteration 0F: 3 clusters Score -116147.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -121672.398438 Penalty: 3507.079102
	Iteration 1F: 3 clusters Score -121672.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -127567.968750 Penalty: 3507.079102
	Iteration 2F: 3 clusters Score -127568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -127979.812500 Penalty: 3507.079102
	Iteration 3Q: 3 clusters Score -127979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -127979.812500 Penalty: 3507.079102
	Iteration 4F: 3 clusters Score -127979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 135656 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40131 members 
Mstep: Class 8 contains 98185 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179822 members 
Mstep: Class 11 contains 145397 members 
Mstep: Class 12 contains 13680 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 221 members 
Mstep: Class 16 contains 147906 members 
Mstep: Class 17 contains 6870 members 
Mstep: Class 18 contains 34342 members 
Mstep: Class 19 contains 147871 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38623 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 39049 members 
Mstep: Class 25 contains 956 members 
Entering Unmasked Estep 
Score: -147231600.000000 Penalty: 86006.992188
Splitting cluster 15 changes total score from -147223216.000000 to -147231600.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (147906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147906 members 
Entering Unmasked Estep 
Score: -20747904.000000 Penalty: 2952.274414
	Iteration 0F: 2 clusters Score -2.07479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -20652518.000000 Penalty: 5904.548828
	Iteration 0F: 3 clusters Score -2.065252e+07 nChanged 70492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -20693930.000000 Penalty: 5904.548828
	Iteration 1F: 3 clusters Score -2.069393e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -20695366.000000 Penalty: 5904.548828
	Iteration 2Q: 3 clusters Score -2.069537e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 86009 members 
Entering Unmasked Estep 
Score: -20697678.000000 Penalty: 5904.548828
	Iteration 3Q: 3 clusters Score -2.069768e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -20701614.000000 Penalty: 5904.548828
	Iteration 4F: 3 clusters Score -2.070161e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 100668 members 
Entering Unmasked Estep 
Score: -20708172.000000 Penalty: 5904.548828
	Iteration 5F: 3 clusters Score -2.070817e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -20717308.000000 Penalty: 5904.548828
	Iteration 6F: 3 clusters Score -2.071731e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 122540 members 
Entering Unmasked Estep 
Score: -20727390.000000 Penalty: 5904.548828
	Iteration 7F: 3 clusters Score -2.072739e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 131524 members 
Entering Unmasked Estep 
Score: -20735460.000000 Penalty: 5904.548828
	Iteration 8F: 3 clusters Score -2.073546e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 137171 members 
Entering Unmasked Estep 
Score: -20740438.000000 Penalty: 5904.548828
	Iteration 9Q: 3 clusters Score -2.074044e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 140310 members 
Entering Unmasked Estep 
Score: -20743174.000000 Penalty: 5904.548828
	Iteration 10Q: 3 clusters Score -2.074317e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 141957 members 
Entering Unmasked Estep 
Score: -20744700.000000 Penalty: 5904.548828
	Iteration 11Q: 3 clusters Score -2.07447e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 142836 members 
Entering Unmasked Estep 
Score: -20745556.000000 Penalty: 5904.548828
	Iteration 12Q: 3 clusters Score -2.074556e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 143364 members 
Entering Unmasked Estep 
Score: -20745922.000000 Penalty: 5904.548828
	Iteration 13Q: 3 clusters Score -2.074592e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 143763 members 
Entering Unmasked Estep 
Score: -20746234.000000 Penalty: 5904.548828
	Iteration 14Q: 3 clusters Score -2.074623e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 144060 members 
Entering Unmasked Estep 
Score: -20746392.000000 Penalty: 5904.548828
	Iteration 15Q: 3 clusters Score -2.074639e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 144285 members 
Entering Unmasked Estep 
Score: -20746518.000000 Penalty: 5904.548828
	Iteration 16Q: 3 clusters Score -2.074652e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 144446 members 
Entering Unmasked Estep 
Score: -20746572.000000 Penalty: 5904.548828
	Iteration 17Q: 3 clusters Score -2.074657e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 144586 members 
Entering Unmasked Estep 
Score: -20746562.000000 Penalty: 5904.548828
	Iteration 18Q: 3 clusters Score -2.074656e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 144692 members 
Entering Unmasked Estep 
Score: -20746574.000000 Penalty: 5904.548828
	Iteration 19Q: 3 clusters Score -2.074657e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 144788 members 
Entering Unmasked Estep 
Score: -20746628.000000 Penalty: 5904.548828
	Iteration 20F: 3 clusters Score -2.074663e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 144858 members 
Entering Unmasked Estep 
Score: -20746696.000000 Penalty: 5904.548828
	Iteration 21Q: 3 clusters Score -2.07467e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 144928 members 
Entering Unmasked Estep 
Score: -20746702.000000 Penalty: 5904.548828
	Iteration 22Q: 3 clusters Score -2.07467e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 144992 members 
Entering Unmasked Estep 
Score: -20746660.000000 Penalty: 5904.548828
	Iteration 23Q: 3 clusters Score -2.074666e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 145046 members 
Entering Unmasked Estep 
Score: -20746690.000000 Penalty: 5904.548828
	Iteration 24Q: 3 clusters Score -2.074669e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 145085 members 
Entering Unmasked Estep 
Score: -20746690.000000 Penalty: 5904.548828
	Iteration 25Q: 3 clusters Score -2.074669e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 145130 members 
Entering Unmasked Estep 
Score: -20746684.000000 Penalty: 5904.548828
	Iteration 26Q: 3 clusters Score -2.074668e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 145165 members 
Entering Unmasked Estep 
Score: -20746672.000000 Penalty: 5904.548828
	Iteration 27Q: 3 clusters Score -2.074667e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 145207 members 
Entering Unmasked Estep 
Score: -20746660.000000 Penalty: 5904.548828
	Iteration 28Q: 3 clusters Score -2.074666e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 145239 members 
Entering Unmasked Estep 
Score: -20746672.000000 Penalty: 5904.548828
	Iteration 29Q: 3 clusters Score -2.074667e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 145275 members 
Entering Unmasked Estep 
Score: -20746644.000000 Penalty: 5904.548828
	Iteration 30Q: 3 clusters Score -2.074664e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 145310 members 
Entering Unmasked Estep 
Score: -20746630.000000 Penalty: 5904.548828
	Iteration 31Q: 3 clusters Score -2.074663e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 145341 members 
Entering Unmasked Estep 
Score: -20746596.000000 Penalty: 5904.548828
	Iteration 32Q: 3 clusters Score -2.07466e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 145363 members 
Entering Unmasked Estep 
Score: -20746592.000000 Penalty: 5904.548828
	Iteration 33Q: 3 clusters Score -2.074659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 145382 members 
Entering Unmasked Estep 
Score: -20746576.000000 Penalty: 5904.548828
	Iteration 34Q: 3 clusters Score -2.074658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 145398 members 
Entering Unmasked Estep 
Score: -20746574.000000 Penalty: 5904.548828
	Iteration 35Q: 3 clusters Score -2.074657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 145412 members 
Entering Unmasked Estep 
Score: -20746564.000000 Penalty: 5904.548828
	Iteration 36Q: 3 clusters Score -2.074656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 145419 members 
Entering Unmasked Estep 
Score: -20746576.000000 Penalty: 5904.548828
	Iteration 37Q: 3 clusters Score -2.074658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 145425 members 
Entering Unmasked Estep 
Score: -20746566.000000 Penalty: 5904.548828
	Iteration 38Q: 3 clusters Score -2.074657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 145432 members 
Entering Unmasked Estep 
Score: -20746562.000000 Penalty: 5904.548828
	Iteration 39Q: 3 clusters Score -2.074656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 145438 members 
Entering Unmasked Estep 
Score: -20746546.000000 Penalty: 5904.548828
	Iteration 40F: 3 clusters Score -2.074655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 145447 members 
Entering Unmasked Estep 
Score: -20746534.000000 Penalty: 5904.548828
	Iteration 41Q: 3 clusters Score -2.074653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 145454 members 
Entering Unmasked Estep 
Score: -20746558.000000 Penalty: 5904.548828
	Iteration 42Q: 3 clusters Score -2.074656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 145463 members 
Entering Unmasked Estep 
Score: -20746568.000000 Penalty: 5904.548828
	Iteration 43Q: 3 clusters Score -2.074657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 145471 members 
Entering Unmasked Estep 
Score: -20746548.000000 Penalty: 5904.548828
	Iteration 44Q: 3 clusters Score -2.074655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 145481 members 
Entering Unmasked Estep 
Score: -20746552.000000 Penalty: 5904.548828
	Iteration 45Q: 3 clusters Score -2.074655e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 145500 members 
Entering Unmasked Estep 
Score: -20746556.000000 Penalty: 5904.548828
	Iteration 46Q: 3 clusters Score -2.074656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 145527 members 
Entering Unmasked Estep 
Score: -20746548.000000 Penalty: 5904.548828
	Iteration 47Q: 3 clusters Score -2.074655e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 145558 members 
Entering Unmasked Estep 
Score: -20746588.000000 Penalty: 5904.548828
	Iteration 48Q: 3 clusters Score -2.074659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 145582 members 
Entering Unmasked Estep 
Score: -20746574.000000 Penalty: 5904.548828
	Iteration 49Q: 3 clusters Score -2.074657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 145601 members 
Entering Unmasked Estep 
Score: -20746560.000000 Penalty: 5904.548828
	Iteration 50Q: 3 clusters Score -2.074656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 145612 members 
Entering Unmasked Estep 
Score: -20746554.000000 Penalty: 5904.548828
	Iteration 51Q: 3 clusters Score -2.074655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 145625 members 
Entering Unmasked Estep 
Score: -20746564.000000 Penalty: 5904.548828
	Iteration 52Q: 3 clusters Score -2.074656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 145635 members 
Entering Unmasked Estep 
Score: -20746570.000000 Penalty: 5904.548828
	Iteration 53Q: 3 clusters Score -2.074657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 145644 members 
Entering Unmasked Estep 
Score: -20746566.000000 Penalty: 5904.548828
	Iteration 54Q: 3 clusters Score -2.074657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 145648 members 
Entering Unmasked Estep 
Score: -20746570.000000 Penalty: 5904.548828
	Iteration 55Q: 3 clusters Score -2.074657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 145655 members 
Entering Unmasked Estep 
Score: -20746580.000000 Penalty: 5904.548828
	Iteration 56Q: 3 clusters Score -2.074658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 145668 members 
Entering Unmasked Estep 
Score: -20746572.000000 Penalty: 5904.548828
	Iteration 57Q: 3 clusters Score -2.074657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 145677 members 
Entering Unmasked Estep 
Score: -20746572.000000 Penalty: 5904.548828
	Iteration 58Q: 3 clusters Score -2.074657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 145685 members 
Entering Unmasked Estep 
Score: -20746558.000000 Penalty: 5904.548828
	Iteration 59Q: 3 clusters Score -2.074656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 145687 members 
Entering Unmasked Estep 
Score: -20746574.000000 Penalty: 5904.548828
	Iteration 60F: 3 clusters Score -2.074657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 145689 members 
Entering Unmasked Estep 
Score: -20746566.000000 Penalty: 5904.548828
	Iteration 61Q: 3 clusters Score -2.074657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 145691 members 
Entering Unmasked Estep 
Score: -20746572.000000 Penalty: 5904.548828
	Iteration 62Q: 3 clusters Score -2.074657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 145691 members 
Entering Unmasked Estep 
Score: -20746572.000000 Penalty: 5904.548828
	Iteration 63F: 3 clusters Score -2.074657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Entering Unmasked Estep 
Score: -970432.687500 Penalty: 2191.059814
	Iteration 0F: 2 clusters Score -970432.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -964785.500000 Penalty: 4382.119629
	Iteration 0F: 3 clusters Score -964785.5 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -966268.375000 Penalty: 4382.119629
	Iteration 1F: 3 clusters Score -966268.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -966555.625000 Penalty: 4382.119629
	Iteration 2F: 3 clusters Score -966555.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -966735.937500 Penalty: 4382.119629
	Iteration 3F: 3 clusters Score -966735.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -966877.875000 Penalty: 4382.119629
	Iteration 4Q: 3 clusters Score -966877.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -967002.875000 Penalty: 4382.119629
	Iteration 5Q: 3 clusters Score -967002.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -967115.312500 Penalty: 4382.119629
	Iteration 6Q: 3 clusters Score -967115.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -967226.562500 Penalty: 4382.119629
	Iteration 7Q: 3 clusters Score -967226.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -967323.312500 Penalty: 4382.119629
	Iteration 8Q: 3 clusters Score -967323.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -967406.687500 Penalty: 4382.119629
	Iteration 9Q: 3 clusters Score -967406.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -967488.500000 Penalty: 4382.119629
	Iteration 10Q: 3 clusters Score -967488.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -967573.750000 Penalty: 4382.119629
	Iteration 11Q: 3 clusters Score -967573.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -967651.375000 Penalty: 4382.119629
	Iteration 12Q: 3 clusters Score -967651.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -967724.687500 Penalty: 4382.119629
	Iteration 13Q: 3 clusters Score -967724.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -967817.875000 Penalty: 4382.119629
	Iteration 14Q: 3 clusters Score -967817.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -967895.437500 Penalty: 4382.119629
	Iteration 15Q: 3 clusters Score -967895.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -967973.937500 Penalty: 4382.119629
	Iteration 16Q: 3 clusters Score -967973.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -968036.375000 Penalty: 4382.119629
	Iteration 17Q: 3 clusters Score -968036.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -968103.437500 Penalty: 4382.119629
	Iteration 18Q: 3 clusters Score -968103.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -968169.625000 Penalty: 4382.119629
	Iteration 19Q: 3 clusters Score -968169.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -968230.562500 Penalty: 4382.119629
	Iteration 20F: 3 clusters Score -968230.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -968285.937500 Penalty: 4382.119629
	Iteration 21Q: 3 clusters Score -968285.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -968325.187500 Penalty: 4382.119629
	Iteration 22Q: 3 clusters Score -968325.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -968363.875000 Penalty: 4382.119629
	Iteration 23Q: 3 clusters Score -968363.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -968387.687500 Penalty: 4382.119629
	Iteration 24Q: 3 clusters Score -968387.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -968406.312500 Penalty: 4382.119629
	Iteration 25Q: 3 clusters Score -968406.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -968421.812500 Penalty: 4382.119629
	Iteration 26Q: 3 clusters Score -968421.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -968428.250000 Penalty: 4382.119629
	Iteration 27Q: 3 clusters Score -968428.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -968434.562500 Penalty: 4382.119629
	Iteration 28Q: 3 clusters Score -968434.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -968438.562500 Penalty: 4382.119629
	Iteration 29Q: 3 clusters Score -968438.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -968439.875000 Penalty: 4382.119629
	Iteration 30Q: 3 clusters Score -968439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -968441.687500 Penalty: 4382.119629
	Iteration 31Q: 3 clusters Score -968441.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -968443.000000 Penalty: 4382.119629
	Iteration 32Q: 3 clusters Score -968443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -968447.187500 Penalty: 4382.119629
	Iteration 33Q: 3 clusters Score -968447.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -968451.437500 Penalty: 4382.119629
	Iteration 34Q: 3 clusters Score -968451.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -968457.687500 Penalty: 4382.119629
	Iteration 35Q: 3 clusters Score -968457.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -968462.437500 Penalty: 4382.119629
	Iteration 36Q: 3 clusters Score -968462.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -968465.937500 Penalty: 4382.119629
	Iteration 37Q: 3 clusters Score -968465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -968466.750000 Penalty: 4382.119629
	Iteration 38Q: 3 clusters Score -968466.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -968466.750000 Penalty: 4382.119629
	Iteration 39F: 3 clusters Score -968466.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Entering Unmasked Estep 
Score: -4902088.500000 Penalty: 2590.142822
	Iteration 0F: 2 clusters Score -4902088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -4878735.000000 Penalty: 5180.285645
	Iteration 0F: 3 clusters Score -4878735 nChanged 15612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4887166.000000 Penalty: 5180.285645
	Iteration 1F: 3 clusters Score -4887166 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -4887625.000000 Penalty: 5180.285645
	Iteration 2Q: 3 clusters Score -4887625 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -4888068.000000 Penalty: 5180.285645
	Iteration 3Q: 3 clusters Score -4888068 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -4888476.500000 Penalty: 5180.285645
	Iteration 4Q: 3 clusters Score -4888476 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -4888981.500000 Penalty: 5180.285645
	Iteration 5Q: 3 clusters Score -4888982 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -4889770.500000 Penalty: 5180.285645
	Iteration 6Q: 3 clusters Score -4889770 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -4890798.000000 Penalty: 5180.285645
	Iteration 7F: 3 clusters Score -4890798 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -4892323.000000 Penalty: 5180.285645
	Iteration 8F: 3 clusters Score -4892323 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -4894343.500000 Penalty: 5180.285645
	Iteration 9F: 3 clusters Score -4894344 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -4896350.000000 Penalty: 5180.285645
	Iteration 10F: 3 clusters Score -4896350 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4897883.500000 Penalty: 5180.285645
	Iteration 11Q: 3 clusters Score -4897884 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -4898864.500000 Penalty: 5180.285645
	Iteration 12Q: 3 clusters Score -4898864 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -4899392.500000 Penalty: 5180.285645
	Iteration 13Q: 3 clusters Score -4899392 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -4899656.500000 Penalty: 5180.285645
	Iteration 14Q: 3 clusters Score -4899656 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4899825.500000 Penalty: 5180.285645
	Iteration 15Q: 3 clusters Score -4899826 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -4899910.500000 Penalty: 5180.285645
	Iteration 16Q: 3 clusters Score -4899910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4899955.500000 Penalty: 5180.285645
	Iteration 17Q: 3 clusters Score -4899956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -4899983.500000 Penalty: 5180.285645
	Iteration 18Q: 3 clusters Score -4899984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -4899991.500000 Penalty: 5180.285645
	Iteration 19Q: 3 clusters Score -4899992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4899994.500000 Penalty: 5180.285645
	Iteration 20F: 3 clusters Score -4899994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4900005.500000 Penalty: 5180.285645
	Iteration 21Q: 3 clusters Score -4900006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4900026.500000 Penalty: 5180.285645
	Iteration 22Q: 3 clusters Score -4900026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -4900033.000000 Penalty: 5180.285645
	Iteration 23Q: 3 clusters Score -4900033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -4900039.500000 Penalty: 5180.285645
	Iteration 24Q: 3 clusters Score -4900040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -4900054.000000 Penalty: 5180.285645
	Iteration 25Q: 3 clusters Score -4900054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -4900052.500000 Penalty: 5180.285645
	Iteration 26Q: 3 clusters Score -4900052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4900063.500000 Penalty: 5180.285645
	Iteration 27Q: 3 clusters Score -4900064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -4900066.500000 Penalty: 5180.285645
	Iteration 28Q: 3 clusters Score -4900066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4900065.000000 Penalty: 5180.285645
	Iteration 29Q: 3 clusters Score -4900065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -4900065.500000 Penalty: 5180.285645
	Iteration 30Q: 3 clusters Score -4900066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -4900076.000000 Penalty: 5180.285645
	Iteration 31Q: 3 clusters Score -4900076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4900071.500000 Penalty: 5180.285645
	Iteration 32Q: 3 clusters Score -4900072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4900074.000000 Penalty: 5180.285645
	Iteration 33Q: 3 clusters Score -4900074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4900075.500000 Penalty: 5180.285645
	Iteration 34Q: 3 clusters Score -4900076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4900073.000000 Penalty: 5180.285645
	Iteration 35Q: 3 clusters Score -4900073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4900071.000000 Penalty: 5180.285645
	Iteration 36Q: 3 clusters Score -4900071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -4900070.000000 Penalty: 5180.285645
	Iteration 37Q: 3 clusters Score -4900070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4900068.000000 Penalty: 5180.285645
	Iteration 38Q: 3 clusters Score -4900068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -4900066.000000 Penalty: 5180.285645
	Iteration 39Q: 3 clusters Score -4900066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4900069.000000 Penalty: 5180.285645
	Iteration 40F: 3 clusters Score -4900069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -4900075.500000 Penalty: 5180.285645
	Iteration 41Q: 3 clusters Score -4900076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -4900075.000000 Penalty: 5180.285645
	Iteration 42Q: 3 clusters Score -4900075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4900075.000000 Penalty: 5180.285645
	Iteration 43Q: 3 clusters Score -4900075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -4900079.500000 Penalty: 5180.285645
	Iteration 44Q: 3 clusters Score -4900080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -4900079.500000 Penalty: 5180.285645
	Iteration 45Q: 3 clusters Score -4900080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -4900078.000000 Penalty: 5180.285645
	Iteration 46Q: 3 clusters Score -4900078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -4900078.000000 Penalty: 5180.285645
	Iteration 47F: 3 clusters Score -4900078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (147871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147871 members 
Entering Unmasked Estep 
Score: -20813628.000000 Penalty: 2952.215820
	Iteration 0F: 2 clusters Score -2.081363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74239 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -20716232.000000 Penalty: 5904.431641
	Iteration 0F: 3 clusters Score -2.071623e+07 nChanged 70494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 70404 members 
Entering Unmasked Estep 
Score: -20757298.000000 Penalty: 5904.431641
	Iteration 1F: 3 clusters Score -2.07573e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -20758294.000000 Penalty: 5904.431641
	Iteration 2Q: 3 clusters Score -2.075829e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -20759716.000000 Penalty: 5904.431641
	Iteration 3Q: 3 clusters Score -2.075972e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -20762030.000000 Penalty: 5904.431641
	Iteration 4Q: 3 clusters Score -2.076203e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -20766198.000000 Penalty: 5904.431641
	Iteration 5F: 3 clusters Score -2.07662e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -20774060.000000 Penalty: 5904.431641
	Iteration 6F: 3 clusters Score -2.077406e+07 nChanged 13880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120844 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -20786366.000000 Penalty: 5904.431641
	Iteration 7F: 3 clusters Score -2.078637e+07 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134036 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -20798956.000000 Penalty: 5904.431641
	Iteration 8F: 3 clusters Score -2.079896e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142419 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -20806994.000000 Penalty: 5904.431641
	Iteration 9F: 3 clusters Score -2.080699e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145913 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -20809976.000000 Penalty: 5904.431641
	Iteration 10Q: 3 clusters Score -2.080998e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146976 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -20810820.000000 Penalty: 5904.431641
	Iteration 11Q: 3 clusters Score -2.081082e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147261 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -20811060.000000 Penalty: 5904.431641
	Iteration 12Q: 3 clusters Score -2.081106e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147340 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20811200.000000 Penalty: 5904.431641
	Iteration 13Q: 3 clusters Score -2.08112e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147375 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -20811286.000000 Penalty: 5904.431641
	Iteration 14Q: 3 clusters Score -2.081129e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147388 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20811328.000000 Penalty: 5904.431641
	Iteration 15Q: 3 clusters Score -2.081133e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147394 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -20811350.000000 Penalty: 5904.431641
	Iteration 16Q: 3 clusters Score -2.081135e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147406 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20811392.000000 Penalty: 5904.431641
	Iteration 17Q: 3 clusters Score -2.081139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147407 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -20811410.000000 Penalty: 5904.431641
	Iteration 18Q: 3 clusters Score -2.081141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147409 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20811440.000000 Penalty: 5904.431641
	Iteration 19Q: 3 clusters Score -2.081144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -20811430.000000 Penalty: 5904.431641
	Iteration 20F: 3 clusters Score -2.081143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147399 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -20811442.000000 Penalty: 5904.431641
	Iteration 21Q: 3 clusters Score -2.081144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147402 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20811450.000000 Penalty: 5904.431641
	Iteration 22Q: 3 clusters Score -2.081145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147402 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20811450.000000 Penalty: 5904.431641
	Iteration 23Q: 3 clusters Score -2.081145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147403 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -20811454.000000 Penalty: 5904.431641
	Iteration 24Q: 3 clusters Score -2.081145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -20811456.000000 Penalty: 5904.431641
	Iteration 25Q: 3 clusters Score -2.081146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -20811454.000000 Penalty: 5904.431641
	Iteration 26Q: 3 clusters Score -2.081145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -20811454.000000 Penalty: 5904.431641
	Iteration 27F: 3 clusters Score -2.081145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -62664.828125 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -62664.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61188.781250 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -61188.78 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61444.566406 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -61444.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61564.437500 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -61564.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61643.371094 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -61643.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61693.925781 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -61693.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61737.949219 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -61737.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61771.554688 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -61771.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61817.089844 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -61817.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61860.871094 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -61860.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61911.625000 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -61911.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61989.039062 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -61989.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -62090.500000 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -62090.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -62273.699219 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -62273.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -62448.246094 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -62448.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62498.921875 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -62498.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -62514.406250 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -62514.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -62516.757812 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -62516.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -62516.757812 Penalty: 3089.341309
	Iteration 17F: 3 clusters Score -62516.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Entering Unmasked Estep 
Score: -5524763.000000 Penalty: 2619.277588
	Iteration 0F: 2 clusters Score -5524763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5498498.000000 Penalty: 5238.555176
	Iteration 0F: 3 clusters Score -5498498 nChanged 17568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -5508078.500000 Penalty: 5238.555176
	Iteration 1F: 3 clusters Score -5508078 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -5508621.500000 Penalty: 5238.555176
	Iteration 2Q: 3 clusters Score -5508622 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -5509167.500000 Penalty: 5238.555176
	Iteration 3Q: 3 clusters Score -5509168 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -5509757.000000 Penalty: 5238.555176
	Iteration 4Q: 3 clusters Score -5509757 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -5510653.000000 Penalty: 5238.555176
	Iteration 5Q: 3 clusters Score -5510653 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -5512105.500000 Penalty: 5238.555176
	Iteration 6F: 3 clusters Score -5512106 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -5514395.500000 Penalty: 5238.555176
	Iteration 7F: 3 clusters Score -5514396 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -5517260.000000 Penalty: 5238.555176
	Iteration 8F: 3 clusters Score -5517260 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5519925.500000 Penalty: 5238.555176
	Iteration 9F: 3 clusters Score -5519926 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5521407.500000 Penalty: 5238.555176
	Iteration 10Q: 3 clusters Score -5521408 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5522014.000000 Penalty: 5238.555176
	Iteration 11Q: 3 clusters Score -5522014 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5522242.000000 Penalty: 5238.555176
	Iteration 12Q: 3 clusters Score -5522242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5522332.500000 Penalty: 5238.555176
	Iteration 13Q: 3 clusters Score -5522332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5522382.000000 Penalty: 5238.555176
	Iteration 14Q: 3 clusters Score -5522382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5522409.000000 Penalty: 5238.555176
	Iteration 15Q: 3 clusters Score -5522409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5522431.000000 Penalty: 5238.555176
	Iteration 16Q: 3 clusters Score -5522431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5522438.500000 Penalty: 5238.555176
	Iteration 17Q: 3 clusters Score -5522438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5522443.500000 Penalty: 5238.555176
	Iteration 18Q: 3 clusters Score -5522444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5522454.000000 Penalty: 5238.555176
	Iteration 19Q: 3 clusters Score -5522454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5522452.000000 Penalty: 5238.555176
	Iteration 20F: 3 clusters Score -5522452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -265154.718750 Penalty: 1880.771606
	Iteration 0F: 2 clusters Score -265154.7 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 1026 members 
Entering Unmasked Estep 
Score: -262575.406250 Penalty: 3761.543213
	Iteration 0F: 3 clusters Score -262575.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -263003.718750 Penalty: 3761.543213
	Iteration 1F: 3 clusters Score -263003.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -263116.656250 Penalty: 3761.543213
	Iteration 2F: 3 clusters Score -263116.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -263169.156250 Penalty: 3761.543213
	Iteration 3Q: 3 clusters Score -263169.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -263207.156250 Penalty: 3761.543213
	Iteration 4Q: 3 clusters Score -263207.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -263240.687500 Penalty: 3761.543213
	Iteration 5Q: 3 clusters Score -263240.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -263281.437500 Penalty: 3761.543213
	Iteration 6Q: 3 clusters Score -263281.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -263310.093750 Penalty: 3761.543213
	Iteration 7Q: 3 clusters Score -263310.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -263337.312500 Penalty: 3761.543213
	Iteration 8Q: 3 clusters Score -263337.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -263360.562500 Penalty: 3761.543213
	Iteration 9Q: 3 clusters Score -263360.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -263380.843750 Penalty: 3761.543213
	Iteration 10Q: 3 clusters Score -263380.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -263396.687500 Penalty: 3761.543213
	Iteration 11Q: 3 clusters Score -263396.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -263402.750000 Penalty: 3761.543213
	Iteration 12Q: 3 clusters Score -263402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -263407.906250 Penalty: 3761.543213
	Iteration 13Q: 3 clusters Score -263407.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -263412.937500 Penalty: 3761.543213
	Iteration 14Q: 3 clusters Score -263412.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -263418.812500 Penalty: 3761.543213
	Iteration 15Q: 3 clusters Score -263418.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -263428.281250 Penalty: 3761.543213
	Iteration 16Q: 3 clusters Score -263428.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -263432.781250 Penalty: 3761.543213
	Iteration 17Q: 3 clusters Score -263432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -263434.937500 Penalty: 3761.543213
	Iteration 18Q: 3 clusters Score -263434.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -263439.156250 Penalty: 3761.543213
	Iteration 19Q: 3 clusters Score -263439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -263441.906250 Penalty: 3761.543213
	Iteration 20F: 3 clusters Score -263441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -263443.437500 Penalty: 3761.543213
	Iteration 21Q: 3 clusters Score -263443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -263446.281250 Penalty: 3761.543213
	Iteration 22Q: 3 clusters Score -263446.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -263450.906250 Penalty: 3761.543213
	Iteration 23Q: 3 clusters Score -263450.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -263454.906250 Penalty: 3761.543213
	Iteration 24Q: 3 clusters Score -263454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -263456.437500 Penalty: 3761.543213
	Iteration 25Q: 3 clusters Score -263456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -263457.656250 Penalty: 3761.543213
	Iteration 26Q: 3 clusters Score -263457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -263459.218750 Penalty: 3761.543213
	Iteration 27Q: 3 clusters Score -263459.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -263459.218750 Penalty: 3761.543213
	Iteration 28F: 3 clusters Score -263459.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -84394.531250 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -84394.53 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 351 members 
Entering Unmasked Estep 
Score: -82869.429688 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -82869.43 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83491.742188 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -83491.74 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -83615.664062 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -83615.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83701.468750 Penalty: 3275.556152
	Iteration 3F: 3 clusters Score -83701.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -83770.265625 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -83770.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83839.968750 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -83839.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83936.976562 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -83936.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -83984.734375 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -83984.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -84040.148438 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -84040.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84069.773438 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -84069.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -84095.031250 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -84095.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -84148.906250 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -84148.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -84239.921875 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -84239.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -84263.820312 Penalty: 3275.556152
	Iteration 13Q: 3 clusters Score -84263.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -84285.953125 Penalty: 3275.556152
	Iteration 14Q: 3 clusters Score -84285.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -84294.250000 Penalty: 3275.556152
	Iteration 15Q: 3 clusters Score -84294.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -84303.031250 Penalty: 3275.556152
	Iteration 16Q: 3 clusters Score -84303.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84307.914062 Penalty: 3275.556152
	Iteration 17Q: 3 clusters Score -84307.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -84315.257812 Penalty: 3275.556152
	Iteration 18Q: 3 clusters Score -84315.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -84325.968750 Penalty: 3275.556152
	Iteration 19Q: 3 clusters Score -84325.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84337.453125 Penalty: 3275.556152
	Iteration 20F: 3 clusters Score -84337.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84350.023438 Penalty: 3275.556152
	Iteration 21Q: 3 clusters Score -84350.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -84395.343750 Penalty: 3275.556152
	Iteration 22Q: 3 clusters Score -84395.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -84446.093750 Penalty: 3275.556152
	Iteration 23Q: 3 clusters Score -84446.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -84500.000000 Penalty: 3275.556152
	Iteration 24Q: 3 clusters Score -84500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -84548.117188 Penalty: 3275.556152
	Iteration 25Q: 3 clusters Score -84548.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -84638.390625 Penalty: 3275.556152
	Iteration 26Q: 3 clusters Score -84638.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -84779.398438 Penalty: 3275.556152
	Iteration 27Q: 3 clusters Score -84779.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -84886.562500 Penalty: 3275.556152
	Iteration 28Q: 3 clusters Score -84886.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84896.218750 Penalty: 3275.556152
	Iteration 29Q: 3 clusters Score -84896.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84896.218750 Penalty: 3275.556152
	Iteration 30F: 3 clusters Score -84896.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 135656 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40131 members 
Mstep: Class 8 contains 98185 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179822 members 
Mstep: Class 11 contains 145397 members 
Mstep: Class 12 contains 13680 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 221 members 
Mstep: Class 16 contains 147906 members 
Mstep: Class 17 contains 6870 members 
Mstep: Class 18 contains 34342 members 
Mstep: Class 19 contains 147871 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38623 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 175 members 
Mstep: Class 24 contains 39049 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 563 members 
Entering Unmasked Estep 
Score: -147230240.000000 Penalty: 89447.265625
Splitting cluster 23 changes total score from -147223216.000000 to -147230240.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 24 (39049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Entering Unmasked Estep 
Score: -5368416.500000 Penalty: 2621.998047
	Iteration 0F: 2 clusters Score -5368416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -5341848.500000 Penalty: 5243.996094
	Iteration 0F: 3 clusters Score -5341848 nChanged 17926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -5351851.000000 Penalty: 5243.996094
	Iteration 1F: 3 clusters Score -5351851 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -5352446.000000 Penalty: 5243.996094
	Iteration 2Q: 3 clusters Score -5352446 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -5352949.500000 Penalty: 5243.996094
	Iteration 3Q: 3 clusters Score -5352950 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -5353627.000000 Penalty: 5243.996094
	Iteration 4Q: 3 clusters Score -5353627 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -5354431.000000 Penalty: 5243.996094
	Iteration 5Q: 3 clusters Score -5354431 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -5355500.500000 Penalty: 5243.996094
	Iteration 6F: 3 clusters Score -5355500 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -5356740.500000 Penalty: 5243.996094
	Iteration 7F: 3 clusters Score -5356740 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -5358099.500000 Penalty: 5243.996094
	Iteration 8F: 3 clusters Score -5358100 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -5359463.500000 Penalty: 5243.996094
	Iteration 9F: 3 clusters Score -5359464 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -5360747.000000 Penalty: 5243.996094
	Iteration 10Q: 3 clusters Score -5360747 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -5362128.000000 Penalty: 5243.996094
	Iteration 11Q: 3 clusters Score -5362128 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -5363610.000000 Penalty: 5243.996094
	Iteration 12Q: 3 clusters Score -5363610 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -5364774.500000 Penalty: 5243.996094
	Iteration 13Q: 3 clusters Score -5364774 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -5365321.000000 Penalty: 5243.996094
	Iteration 14Q: 3 clusters Score -5365321 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -5365628.500000 Penalty: 5243.996094
	Iteration 15Q: 3 clusters Score -5365628 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -5365769.500000 Penalty: 5243.996094
	Iteration 16Q: 3 clusters Score -5365770 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -5365891.500000 Penalty: 5243.996094
	Iteration 17Q: 3 clusters Score -5365892 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -5365986.000000 Penalty: 5243.996094
	Iteration 18Q: 3 clusters Score -5365986 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -5366052.000000 Penalty: 5243.996094
	Iteration 19Q: 3 clusters Score -5366052 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -5366129.500000 Penalty: 5243.996094
	Iteration 20F: 3 clusters Score -5366130 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -5366174.500000 Penalty: 5243.996094
	Iteration 21Q: 3 clusters Score -5366174 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -5366219.000000 Penalty: 5243.996094
	Iteration 22Q: 3 clusters Score -5366219 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -5366262.000000 Penalty: 5243.996094
	Iteration 23Q: 3 clusters Score -5366262 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -5366287.000000 Penalty: 5243.996094
	Iteration 24Q: 3 clusters Score -5366287 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -5366323.000000 Penalty: 5243.996094
	Iteration 25Q: 3 clusters Score -5366323 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -5366337.000000 Penalty: 5243.996094
	Iteration 26Q: 3 clusters Score -5366337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -5366353.500000 Penalty: 5243.996094
	Iteration 27Q: 3 clusters Score -5366354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -5366371.500000 Penalty: 5243.996094
	Iteration 28Q: 3 clusters Score -5366372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -5366384.500000 Penalty: 5243.996094
	Iteration 29Q: 3 clusters Score -5366384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -5366390.000000 Penalty: 5243.996094
	Iteration 30Q: 3 clusters Score -5366390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -5366401.000000 Penalty: 5243.996094
	Iteration 31Q: 3 clusters Score -5366401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -5366405.000000 Penalty: 5243.996094
	Iteration 32Q: 3 clusters Score -5366405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -5366403.000000 Penalty: 5243.996094
	Iteration 33Q: 3 clusters Score -5366403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -5366407.000000 Penalty: 5243.996094
	Iteration 34Q: 3 clusters Score -5366407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -5366406.500000 Penalty: 5243.996094
	Iteration 35Q: 3 clusters Score -5366406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -5366406.000000 Penalty: 5243.996094
	Iteration 36Q: 3 clusters Score -5366406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -5366412.500000 Penalty: 5243.996094
	Iteration 37Q: 3 clusters Score -5366412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -5366406.000000 Penalty: 5243.996094
	Iteration 38Q: 3 clusters Score -5366406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -5366412.000000 Penalty: 5243.996094
	Iteration 39Q: 3 clusters Score -5366412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -5366410.000000 Penalty: 5243.996094
	Iteration 40F: 3 clusters Score -5366410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -5366408.500000 Penalty: 5243.996094
	Iteration 41Q: 3 clusters Score -5366408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -5366416.500000 Penalty: 5243.996094
	Iteration 42Q: 3 clusters Score -5366416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -5366411.500000 Penalty: 5243.996094
	Iteration 43Q: 3 clusters Score -5366412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -5366411.500000 Penalty: 5243.996094
	Iteration 44F: 3 clusters Score -5366412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 135656 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40131 members 
Mstep: Class 8 contains 98185 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179822 members 
Mstep: Class 11 contains 145397 members 
Mstep: Class 12 contains 13680 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 221 members 
Mstep: Class 16 contains 147906 members 
Mstep: Class 17 contains 6870 members 
Mstep: Class 18 contains 34342 members 
Mstep: Class 19 contains 147871 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38623 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 175 members 
Mstep: Class 24 contains 39049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147230320.000000 Penalty: 89447.265625
Iteration 319Q: 27 clusters Score -1.472303e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 135425 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 3661 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40123 members 
Mstep: Class 8 contains 98227 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179800 members 
Mstep: Class 11 contains 145412 members 
Mstep: Class 12 contains 13669 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 221 members 
Mstep: Class 16 contains 148072 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 34357 members 
Mstep: Class 19 contains 147919 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38621 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 175 members 
Mstep: Class 24 contains 39034 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147231744.000000 Penalty: 89447.265625
Iteration 320F: 27 clusters Score -1.472317e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 135146 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 3659 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40107 members 
Mstep: Class 8 contains 98246 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179799 members 
Mstep: Class 11 contains 145457 members 
Mstep: Class 12 contains 13671 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 148262 members 
Mstep: Class 17 contains 6873 members 
Mstep: Class 18 contains 34368 members 
Mstep: Class 19 contains 147947 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38633 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 39031 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232784.000000 Penalty: 89447.265625
Iteration 321Q: 27 clusters Score -1.472328e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 134914 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3663 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40100 members 
Mstep: Class 8 contains 98263 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179785 members 
Mstep: Class 11 contains 145513 members 
Mstep: Class 12 contains 13664 members 
Mstep: Class 13 contains 447 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 148432 members 
Mstep: Class 17 contains 6874 members 
Mstep: Class 18 contains 34372 members 
Mstep: Class 19 contains 147944 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38650 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 39028 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232880.000000 Penalty: 89447.265625
Iteration 322Q: 27 clusters Score -1.472329e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 134701 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40081 members 
Mstep: Class 8 contains 98290 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179786 members 
Mstep: Class 11 contains 145562 members 
Mstep: Class 12 contains 13648 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 148587 members 
Mstep: Class 17 contains 6874 members 
Mstep: Class 18 contains 34381 members 
Mstep: Class 19 contains 147946 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38658 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 39022 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232896.000000 Penalty: 89447.265625
Iteration 323Q: 27 clusters Score -1.472329e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 134545 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40057 members 
Mstep: Class 8 contains 98328 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179759 members 
Mstep: Class 11 contains 145579 members 
Mstep: Class 12 contains 13646 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 148720 members 
Mstep: Class 17 contains 6878 members 
Mstep: Class 18 contains 34395 members 
Mstep: Class 19 contains 147947 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38670 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 39010 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232784.000000 Penalty: 89447.265625
Iteration 324Q: 27 clusters Score -1.472328e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 134378 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3661 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40046 members 
Mstep: Class 8 contains 98380 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179730 members 
Mstep: Class 11 contains 145592 members 
Mstep: Class 12 contains 13644 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 148869 members 
Mstep: Class 17 contains 6880 members 
Mstep: Class 18 contains 34395 members 
Mstep: Class 19 contains 147941 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38668 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 39011 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232528.000000 Penalty: 89447.265625
Iteration 325Q: 27 clusters Score -1.472325e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 134222 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3663 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40025 members 
Mstep: Class 8 contains 98414 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179709 members 
Mstep: Class 11 contains 145599 members 
Mstep: Class 12 contains 13636 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 149035 members 
Mstep: Class 17 contains 6879 members 
Mstep: Class 18 contains 34405 members 
Mstep: Class 19 contains 147941 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38664 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 39000 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232736.000000 Penalty: 89447.265625
Iteration 326Q: 27 clusters Score -1.472327e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 134035 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 40010 members 
Mstep: Class 8 contains 98445 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179712 members 
Mstep: Class 11 contains 145634 members 
Mstep: Class 12 contains 13625 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 149217 members 
Mstep: Class 17 contains 6880 members 
Mstep: Class 18 contains 34409 members 
Mstep: Class 19 contains 147934 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38659 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38967 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232544.000000 Penalty: 89447.265625
Iteration 327Q: 27 clusters Score -1.472325e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 133871 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 39986 members 
Mstep: Class 8 contains 98494 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179686 members 
Mstep: Class 11 contains 145657 members 
Mstep: Class 12 contains 13606 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 149367 members 
Mstep: Class 17 contains 6884 members 
Mstep: Class 18 contains 34425 members 
Mstep: Class 19 contains 147943 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38666 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38946 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232768.000000 Penalty: 89447.265625
Iteration 328Q: 27 clusters Score -1.472328e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 133674 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 39971 members 
Mstep: Class 8 contains 98546 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179686 members 
Mstep: Class 11 contains 145682 members 
Mstep: Class 12 contains 13596 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 149496 members 
Mstep: Class 17 contains 6888 members 
Mstep: Class 18 contains 34441 members 
Mstep: Class 19 contains 147960 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38669 members 
Mstep: Class 22 contains 1967 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38924 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232816.000000 Penalty: 89447.265625
Iteration 329Q: 27 clusters Score -1.472328e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 133499 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 39960 members 
Mstep: Class 8 contains 98593 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179691 members 
Mstep: Class 11 contains 145705 members 
Mstep: Class 12 contains 13589 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 149629 members 
Mstep: Class 17 contains 6887 members 
Mstep: Class 18 contains 34441 members 
Mstep: Class 19 contains 147961 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38674 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38901 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232816.000000 Penalty: 89447.265625
Iteration 330Q: 27 clusters Score -1.472328e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 133308 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 39950 members 
Mstep: Class 8 contains 98629 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179685 members 
Mstep: Class 11 contains 145728 members 
Mstep: Class 12 contains 13584 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 149784 members 
Mstep: Class 17 contains 6892 members 
Mstep: Class 18 contains 34438 members 
Mstep: Class 19 contains 147952 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38681 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38891 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232736.000000 Penalty: 89447.265625
Iteration 331Q: 27 clusters Score -1.472327e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 133120 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3663 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 39932 members 
Mstep: Class 8 contains 98669 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179675 members 
Mstep: Class 11 contains 145764 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 149928 members 
Mstep: Class 17 contains 6889 members 
Mstep: Class 18 contains 34435 members 
Mstep: Class 19 contains 147963 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38697 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38876 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232656.000000 Penalty: 89447.265625
Iteration 332Q: 27 clusters Score -1.472327e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 132916 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3669 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 39921 members 
Mstep: Class 8 contains 98708 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179675 members 
Mstep: Class 11 contains 145800 members 
Mstep: Class 12 contains 13563 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 150059 members 
Mstep: Class 17 contains 6889 members 
Mstep: Class 18 contains 34437 members 
Mstep: Class 19 contains 147970 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38702 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38864 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232464.000000 Penalty: 89447.265625
Iteration 333Q: 27 clusters Score -1.472325e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 132708 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3672 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 39912 members 
Mstep: Class 8 contains 98745 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179683 members 
Mstep: Class 11 contains 145841 members 
Mstep: Class 12 contains 13558 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 150184 members 
Mstep: Class 17 contains 6890 members 
Mstep: Class 18 contains 34443 members 
Mstep: Class 19 contains 147983 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38705 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38852 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232448.000000 Penalty: 89447.265625
Iteration 334Q: 27 clusters Score -1.472324e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 132504 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 39895 members 
Mstep: Class 8 contains 98792 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179682 members 
Mstep: Class 11 contains 145872 members 
Mstep: Class 12 contains 13553 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 150322 members 
Mstep: Class 17 contains 6891 members 
Mstep: Class 18 contains 34444 members 
Mstep: Class 19 contains 147994 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38708 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38843 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232512.000000 Penalty: 89447.265625
Iteration 335Q: 27 clusters Score -1.472325e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 132311 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3675 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 39877 members 
Mstep: Class 8 contains 98842 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179686 members 
Mstep: Class 11 contains 145924 members 
Mstep: Class 12 contains 13547 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 150442 members 
Mstep: Class 17 contains 6894 members 
Mstep: Class 18 contains 34446 members 
Mstep: Class 19 contains 147981 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38714 members 
Mstep: Class 22 contains 1968 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38838 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232768.000000 Penalty: 89447.265625
Iteration 336Q: 27 clusters Score -1.472328e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 132112 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3675 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 39860 members 
Mstep: Class 8 contains 98882 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179678 members 
Mstep: Class 11 contains 145966 members 
Mstep: Class 12 contains 13542 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 150581 members 
Mstep: Class 17 contains 6896 members 
Mstep: Class 18 contains 34445 members 
Mstep: Class 19 contains 147991 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38718 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38821 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232688.000000 Penalty: 89447.265625
Iteration 337Q: 27 clusters Score -1.472327e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 131908 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 39844 members 
Mstep: Class 8 contains 98946 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179694 members 
Mstep: Class 11 contains 145986 members 
Mstep: Class 12 contains 13536 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 150668 members 
Mstep: Class 17 contains 6901 members 
Mstep: Class 18 contains 34444 members 
Mstep: Class 19 contains 148021 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38724 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38811 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232624.000000 Penalty: 89447.265625
Iteration 338Q: 27 clusters Score -1.472326e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 131696 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 39829 members 
Mstep: Class 8 contains 99016 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179710 members 
Mstep: Class 11 contains 146016 members 
Mstep: Class 12 contains 13541 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 150712 members 
Mstep: Class 17 contains 6903 members 
Mstep: Class 18 contains 34454 members 
Mstep: Class 19 contains 148071 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38725 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38803 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232688.000000 Penalty: 89447.265625
Iteration 339Q: 27 clusters Score -1.472327e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 131477 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 39810 members 
Mstep: Class 8 contains 99082 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179726 members 
Mstep: Class 11 contains 146060 members 
Mstep: Class 12 contains 13560 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 150794 members 
Mstep: Class 17 contains 6908 members 
Mstep: Class 18 contains 34455 members 
Mstep: Class 19 contains 148093 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38725 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38786 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232880.000000 Penalty: 89447.265625
Iteration 340F: 27 clusters Score -1.472329e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 131261 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3682 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 39800 members 
Mstep: Class 8 contains 99133 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179746 members 
Mstep: Class 11 contains 146098 members 
Mstep: Class 12 contains 13576 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 248 members 
Mstep: Class 16 contains 150837 members 
Mstep: Class 17 contains 6906 members 
Mstep: Class 18 contains 34461 members 
Mstep: Class 19 contains 148140 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38732 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38773 members 
Mstep: Class 25 contains 953 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147233040.000000 Penalty: 89447.265625
Iteration 341Q: 27 clusters Score -1.47233e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 131066 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3685 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 39796 members 
Mstep: Class 8 contains 99172 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179741 members 
Mstep: Class 11 contains 146130 members 
Mstep: Class 12 contains 13579 members 
Mstep: Class 13 contains 469 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 150895 members 
Mstep: Class 17 contains 6909 members 
Mstep: Class 18 contains 34466 members 
Mstep: Class 19 contains 148191 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38744 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38755 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147233216.000000 Penalty: 89447.265625
Iteration 342Q: 27 clusters Score -1.472332e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 130883 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 39788 members 
Mstep: Class 8 contains 99237 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179736 members 
Mstep: Class 11 contains 146160 members 
Mstep: Class 12 contains 13588 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 150919 members 
Mstep: Class 17 contains 6909 members 
Mstep: Class 18 contains 34469 members 
Mstep: Class 19 contains 148257 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38747 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38739 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147233296.000000 Penalty: 89447.265625
Iteration 343Q: 27 clusters Score -1.472333e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 130691 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 39778 members 
Mstep: Class 8 contains 99282 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179744 members 
Mstep: Class 11 contains 146203 members 
Mstep: Class 12 contains 13596 members 
Mstep: Class 13 contains 479 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 150976 members 
Mstep: Class 17 contains 6909 members 
Mstep: Class 18 contains 34478 members 
Mstep: Class 19 contains 148286 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38752 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38729 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147233248.000000 Penalty: 89447.265625
Iteration 344Q: 27 clusters Score -1.472332e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 130525 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 39769 members 
Mstep: Class 8 contains 99313 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179727 members 
Mstep: Class 11 contains 146246 members 
Mstep: Class 12 contains 13599 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151017 members 
Mstep: Class 17 contains 6909 members 
Mstep: Class 18 contains 34484 members 
Mstep: Class 19 contains 148346 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38763 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38719 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147233184.000000 Penalty: 89447.265625
Iteration 345Q: 27 clusters Score -1.472332e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 130339 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39756 members 
Mstep: Class 8 contains 99352 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179730 members 
Mstep: Class 11 contains 146275 members 
Mstep: Class 12 contains 13606 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151069 members 
Mstep: Class 17 contains 6909 members 
Mstep: Class 18 contains 34485 members 
Mstep: Class 19 contains 148389 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38781 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38717 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147233040.000000 Penalty: 89447.265625
Iteration 346Q: 27 clusters Score -1.47233e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 130163 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39754 members 
Mstep: Class 8 contains 99394 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179731 members 
Mstep: Class 11 contains 146303 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151123 members 
Mstep: Class 17 contains 6910 members 
Mstep: Class 18 contains 34491 members 
Mstep: Class 19 contains 148408 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38796 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38707 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232960.000000 Penalty: 89447.265625
Iteration 347Q: 27 clusters Score -1.47233e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 129990 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39748 members 
Mstep: Class 8 contains 99439 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179742 members 
Mstep: Class 11 contains 146340 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151168 members 
Mstep: Class 17 contains 6916 members 
Mstep: Class 18 contains 34493 members 
Mstep: Class 19 contains 148426 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38814 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38692 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232976.000000 Penalty: 89447.265625
Iteration 348Q: 27 clusters Score -1.47233e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 129812 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39747 members 
Mstep: Class 8 contains 99473 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179759 members 
Mstep: Class 11 contains 146388 members 
Mstep: Class 12 contains 13625 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151222 members 
Mstep: Class 17 contains 6919 members 
Mstep: Class 18 contains 34498 members 
Mstep: Class 19 contains 148425 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38829 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38683 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232800.000000 Penalty: 89447.265625
Iteration 349Q: 27 clusters Score -1.472328e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 129651 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39736 members 
Mstep: Class 8 contains 99509 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179768 members 
Mstep: Class 11 contains 146432 members 
Mstep: Class 12 contains 13630 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151275 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 34506 members 
Mstep: Class 19 contains 148427 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38841 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38676 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232784.000000 Penalty: 89447.265625
Iteration 350Q: 27 clusters Score -1.472328e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 129495 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 99542 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179779 members 
Mstep: Class 11 contains 146478 members 
Mstep: Class 12 contains 13636 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151319 members 
Mstep: Class 17 contains 6926 members 
Mstep: Class 18 contains 34513 members 
Mstep: Class 19 contains 148432 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38860 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38660 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232832.000000 Penalty: 89447.265625
Iteration 351Q: 27 clusters Score -1.472328e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 129351 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39730 members 
Mstep: Class 8 contains 99571 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179780 members 
Mstep: Class 11 contains 146523 members 
Mstep: Class 12 contains 13632 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151355 members 
Mstep: Class 17 contains 6928 members 
Mstep: Class 18 contains 34518 members 
Mstep: Class 19 contains 148461 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38871 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38644 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232704.000000 Penalty: 89447.265625
Iteration 352Q: 27 clusters Score -1.472327e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 129208 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3696 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 99609 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179777 members 
Mstep: Class 11 contains 146563 members 
Mstep: Class 12 contains 13638 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151408 members 
Mstep: Class 17 contains 6925 members 
Mstep: Class 18 contains 34513 members 
Mstep: Class 19 contains 148479 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38885 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38631 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232864.000000 Penalty: 89447.265625
Iteration 353Q: 27 clusters Score -1.472329e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 129080 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3697 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39720 members 
Mstep: Class 8 contains 99643 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179790 members 
Mstep: Class 11 contains 146576 members 
Mstep: Class 12 contains 13635 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151455 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 34522 members 
Mstep: Class 19 contains 148501 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38890 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38624 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232736.000000 Penalty: 89447.265625
Iteration 354Q: 27 clusters Score -1.472327e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 128968 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39722 members 
Mstep: Class 8 contains 99672 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179784 members 
Mstep: Class 11 contains 146594 members 
Mstep: Class 12 contains 13637 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151516 members 
Mstep: Class 17 contains 6921 members 
Mstep: Class 18 contains 34523 members 
Mstep: Class 19 contains 148504 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38901 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38620 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232832.000000 Penalty: 89447.265625
Iteration 355Q: 27 clusters Score -1.472328e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 128857 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3696 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39723 members 
Mstep: Class 8 contains 99702 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179782 members 
Mstep: Class 11 contains 146605 members 
Mstep: Class 12 contains 13632 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151568 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 34523 members 
Mstep: Class 19 contains 148533 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38909 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38605 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232512.000000 Penalty: 89447.265625
Iteration 356Q: 27 clusters Score -1.472325e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 128740 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39727 members 
Mstep: Class 8 contains 99739 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179773 members 
Mstep: Class 11 contains 146631 members 
Mstep: Class 12 contains 13626 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151620 members 
Mstep: Class 17 contains 6927 members 
Mstep: Class 18 contains 34525 members 
Mstep: Class 19 contains 148551 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38911 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38593 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232368.000000 Penalty: 89447.265625
Iteration 357Q: 27 clusters Score -1.472324e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 128626 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39726 members 
Mstep: Class 8 contains 99774 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179761 members 
Mstep: Class 11 contains 146641 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151671 members 
Mstep: Class 17 contains 6930 members 
Mstep: Class 18 contains 34528 members 
Mstep: Class 19 contains 148580 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38922 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38586 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232464.000000 Penalty: 89447.265625
Iteration 358Q: 27 clusters Score -1.472325e+08 nChanged 396
Entering ConstructFrom: 
Score: -147232464.000000 Penalty: 89447.265625
Entering ConstructFrom: 
Trying to split cluster 1 (17264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Entering Unmasked Estep 
Score: -2450141.750000 Penalty: 2419.582031
	Iteration 0F: 2 clusters Score -2450142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2437885.500000 Penalty: 4839.164062
	Iteration 0F: 3 clusters Score -2437886 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2441835.500000 Penalty: 4839.164062
	Iteration 1F: 3 clusters Score -2441836 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2442289.250000 Penalty: 4839.164062
	Iteration 2F: 3 clusters Score -2442289 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2442730.000000 Penalty: 4839.164062
	Iteration 3F: 3 clusters Score -2442730 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2443167.000000 Penalty: 4839.164062
	Iteration 4F: 3 clusters Score -2443167 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2443652.250000 Penalty: 4839.164062
	Iteration 5F: 3 clusters Score -2443652 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2444289.500000 Penalty: 4839.164062
	Iteration 6F: 3 clusters Score -2444290 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2445047.250000 Penalty: 4839.164062
	Iteration 7F: 3 clusters Score -2445047 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2445857.000000 Penalty: 4839.164062
	Iteration 8F: 3 clusters Score -2445857 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2446644.000000 Penalty: 4839.164062
	Iteration 9F: 3 clusters Score -2446644 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2447261.750000 Penalty: 4839.164062
	Iteration 10Q: 3 clusters Score -2447262 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2447630.250000 Penalty: 4839.164062
	Iteration 11Q: 3 clusters Score -2447630 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2447823.000000 Penalty: 4839.164062
	Iteration 12Q: 3 clusters Score -2447823 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2447939.250000 Penalty: 4839.164062
	Iteration 13Q: 3 clusters Score -2447939 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2447999.000000 Penalty: 4839.164062
	Iteration 14Q: 3 clusters Score -2447999 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2448025.500000 Penalty: 4839.164062
	Iteration 15Q: 3 clusters Score -2448026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2448056.250000 Penalty: 4839.164062
	Iteration 16Q: 3 clusters Score -2448056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2448083.000000 Penalty: 4839.164062
	Iteration 17Q: 3 clusters Score -2448083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2448100.500000 Penalty: 4839.164062
	Iteration 18Q: 3 clusters Score -2448100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2448116.750000 Penalty: 4839.164062
	Iteration 19Q: 3 clusters Score -2448117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2448141.750000 Penalty: 4839.164062
	Iteration 20F: 3 clusters Score -2448142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2448152.750000 Penalty: 4839.164062
	Iteration 21Q: 3 clusters Score -2448153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2448177.250000 Penalty: 4839.164062
	Iteration 22Q: 3 clusters Score -2448177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2448181.750000 Penalty: 4839.164062
	Iteration 23Q: 3 clusters Score -2448182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2448186.250000 Penalty: 4839.164062
	Iteration 24Q: 3 clusters Score -2448186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2448191.000000 Penalty: 4839.164062
	Iteration 25Q: 3 clusters Score -2448191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2448201.750000 Penalty: 4839.164062
	Iteration 26Q: 3 clusters Score -2448202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2448211.000000 Penalty: 4839.164062
	Iteration 27Q: 3 clusters Score -2448211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2448217.250000 Penalty: 4839.164062
	Iteration 28Q: 3 clusters Score -2448217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2448219.750000 Penalty: 4839.164062
	Iteration 29Q: 3 clusters Score -2448220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2448225.750000 Penalty: 4839.164062
	Iteration 30Q: 3 clusters Score -2448226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2448244.250000 Penalty: 4839.164062
	Iteration 31Q: 3 clusters Score -2448244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2448250.750000 Penalty: 4839.164062
	Iteration 32Q: 3 clusters Score -2448251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2448260.750000 Penalty: 4839.164062
	Iteration 33Q: 3 clusters Score -2448261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2448266.500000 Penalty: 4839.164062
	Iteration 34Q: 3 clusters Score -2448266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2448272.250000 Penalty: 4839.164062
	Iteration 35Q: 3 clusters Score -2448272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2448275.500000 Penalty: 4839.164062
	Iteration 36Q: 3 clusters Score -2448276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2448279.000000 Penalty: 4839.164062
	Iteration 37Q: 3 clusters Score -2448279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2448287.250000 Penalty: 4839.164062
	Iteration 38Q: 3 clusters Score -2448287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2448287.750000 Penalty: 4839.164062
	Iteration 39Q: 3 clusters Score -2448288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2448291.750000 Penalty: 4839.164062
	Iteration 40F: 3 clusters Score -2448292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2448292.500000 Penalty: 4839.164062
	Iteration 41Q: 3 clusters Score -2448292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2448299.250000 Penalty: 4839.164062
	Iteration 42Q: 3 clusters Score -2448299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2448299.250000 Penalty: 4839.164062
	Iteration 43Q: 3 clusters Score -2448299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2448301.500000 Penalty: 4839.164062
	Iteration 44Q: 3 clusters Score -2448302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2448297.500000 Penalty: 4839.164062
	Iteration 45Q: 3 clusters Score -2448298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2448298.500000 Penalty: 4839.164062
	Iteration 46Q: 3 clusters Score -2448298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2448298.500000 Penalty: 4839.164062
	Iteration 47Q: 3 clusters Score -2448298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2448302.000000 Penalty: 4839.164062
	Iteration 48Q: 3 clusters Score -2448302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2448299.000000 Penalty: 4839.164062
	Iteration 49Q: 3 clusters Score -2448299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2448304.750000 Penalty: 4839.164062
	Iteration 50Q: 3 clusters Score -2448305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2448308.000000 Penalty: 4839.164062
	Iteration 51Q: 3 clusters Score -2448308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2448311.750000 Penalty: 4839.164062
	Iteration 52Q: 3 clusters Score -2448312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2448315.000000 Penalty: 4839.164062
	Iteration 53Q: 3 clusters Score -2448315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2448315.250000 Penalty: 4839.164062
	Iteration 54Q: 3 clusters Score -2448315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2448326.250000 Penalty: 4839.164062
	Iteration 55Q: 3 clusters Score -2448326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2448326.500000 Penalty: 4839.164062
	Iteration 56Q: 3 clusters Score -2448326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2448327.000000 Penalty: 4839.164062
	Iteration 57Q: 3 clusters Score -2448327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2448331.750000 Penalty: 4839.164062
	Iteration 58Q: 3 clusters Score -2448332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2448347.000000 Penalty: 4839.164062
	Iteration 59Q: 3 clusters Score -2448347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2448351.500000 Penalty: 4839.164062
	Iteration 60F: 3 clusters Score -2448352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2448356.750000 Penalty: 4839.164062
	Iteration 61Q: 3 clusters Score -2448357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2448363.500000 Penalty: 4839.164062
	Iteration 62Q: 3 clusters Score -2448364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2448364.000000 Penalty: 4839.164062
	Iteration 63Q: 3 clusters Score -2448364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2448363.250000 Penalty: 4839.164062
	Iteration 64Q: 3 clusters Score -2448363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2448371.000000 Penalty: 4839.164062
	Iteration 65Q: 3 clusters Score -2448371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2448376.250000 Penalty: 4839.164062
	Iteration 66Q: 3 clusters Score -2448376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2448373.750000 Penalty: 4839.164062
	Iteration 67Q: 3 clusters Score -2448374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2448381.000000 Penalty: 4839.164062
	Iteration 68Q: 3 clusters Score -2448381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2448383.750000 Penalty: 4839.164062
	Iteration 69Q: 3 clusters Score -2448384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2448387.250000 Penalty: 4839.164062
	Iteration 70Q: 3 clusters Score -2448387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2448389.000000 Penalty: 4839.164062
	Iteration 71Q: 3 clusters Score -2448389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2448389.500000 Penalty: 4839.164062
	Iteration 72Q: 3 clusters Score -2448390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2448387.000000 Penalty: 4839.164062
	Iteration 73Q: 3 clusters Score -2448387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2448390.750000 Penalty: 4839.164062
	Iteration 74Q: 3 clusters Score -2448391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2448393.000000 Penalty: 4839.164062
	Iteration 75Q: 3 clusters Score -2448393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2448391.500000 Penalty: 4839.164062
	Iteration 76Q: 3 clusters Score -2448392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2448396.250000 Penalty: 4839.164062
	Iteration 77Q: 3 clusters Score -2448396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2448396.500000 Penalty: 4839.164062
	Iteration 78Q: 3 clusters Score -2448396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2448395.750000 Penalty: 4839.164062
	Iteration 79Q: 3 clusters Score -2448396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2448397.250000 Penalty: 4839.164062
	Iteration 80F: 3 clusters Score -2448397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2448398.000000 Penalty: 4839.164062
	Iteration 81Q: 3 clusters Score -2448398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2448398.500000 Penalty: 4839.164062
	Iteration 82Q: 3 clusters Score -2448398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2448398.500000 Penalty: 4839.164062
	Iteration 83F: 3 clusters Score -2448398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (128497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128497 members 
Entering Unmasked Estep 
Score: -18181072.000000 Penalty: 2917.387695
	Iteration 0F: 2 clusters Score -1.818107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -18096252.000000 Penalty: 5834.775391
	Iteration 0F: 3 clusters Score -1.809625e+07 nChanged 61121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -18131774.000000 Penalty: 5834.775391
	Iteration 1F: 3 clusters Score -1.813177e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -18132866.000000 Penalty: 5834.775391
	Iteration 2Q: 3 clusters Score -1.813287e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -18133982.000000 Penalty: 5834.775391
	Iteration 3Q: 3 clusters Score -1.813398e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -18135692.000000 Penalty: 5834.775391
	Iteration 4Q: 3 clusters Score -1.813569e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -18138044.000000 Penalty: 5834.775391
	Iteration 5Q: 3 clusters Score -1.813804e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 74285 members 
Entering Unmasked Estep 
Score: -18141582.000000 Penalty: 5834.775391
	Iteration 6Q: 3 clusters Score -1.814158e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 77804 members 
Entering Unmasked Estep 
Score: -18146600.000000 Penalty: 5834.775391
	Iteration 7F: 3 clusters Score -1.81466e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 81364 members 
Entering Unmasked Estep 
Score: -18152294.000000 Penalty: 5834.775391
	Iteration 8F: 3 clusters Score -1.815229e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -18157404.000000 Penalty: 5834.775391
	Iteration 9F: 3 clusters Score -1.81574e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -18161102.000000 Penalty: 5834.775391
	Iteration 10Q: 3 clusters Score -1.81611e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -18163022.000000 Penalty: 5834.775391
	Iteration 11Q: 3 clusters Score -1.816302e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 91159 members 
Entering Unmasked Estep 
Score: -18164126.000000 Penalty: 5834.775391
	Iteration 12Q: 3 clusters Score -1.816413e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -18165032.000000 Penalty: 5834.775391
	Iteration 13Q: 3 clusters Score -1.816503e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -18165780.000000 Penalty: 5834.775391
	Iteration 14Q: 3 clusters Score -1.816578e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 97454 members 
Entering Unmasked Estep 
Score: -18166506.000000 Penalty: 5834.775391
	Iteration 15Q: 3 clusters Score -1.816651e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 99548 members 
Entering Unmasked Estep 
Score: -18167120.000000 Penalty: 5834.775391
	Iteration 16Q: 3 clusters Score -1.816712e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -18167868.000000 Penalty: 5834.775391
	Iteration 17Q: 3 clusters Score -1.816787e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 103709 members 
Entering Unmasked Estep 
Score: -18168694.000000 Penalty: 5834.775391
	Iteration 18Q: 3 clusters Score -1.816869e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 105834 members 
Entering Unmasked Estep 
Score: -18169498.000000 Penalty: 5834.775391
	Iteration 19Q: 3 clusters Score -1.81695e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
Score: -18170332.000000 Penalty: 5834.775391
	Iteration 20F: 3 clusters Score -1.817033e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 109982 members 
Entering Unmasked Estep 
Score: -18171052.000000 Penalty: 5834.775391
	Iteration 21Q: 3 clusters Score -1.817105e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 111943 members 
Entering Unmasked Estep 
Score: -18171818.000000 Penalty: 5834.775391
	Iteration 22Q: 3 clusters Score -1.817182e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -18172484.000000 Penalty: 5834.775391
	Iteration 23Q: 3 clusters Score -1.817248e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 115646 members 
Entering Unmasked Estep 
Score: -18173316.000000 Penalty: 5834.775391
	Iteration 24Q: 3 clusters Score -1.817332e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 117348 members 
Entering Unmasked Estep 
Score: -18174026.000000 Penalty: 5834.775391
	Iteration 25Q: 3 clusters Score -1.817403e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 118934 members 
Entering Unmasked Estep 
Score: -18174698.000000 Penalty: 5834.775391
	Iteration 26Q: 3 clusters Score -1.81747e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 120339 members 
Entering Unmasked Estep 
Score: -18175418.000000 Penalty: 5834.775391
	Iteration 27Q: 3 clusters Score -1.817542e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 121615 members 
Entering Unmasked Estep 
Score: -18175982.000000 Penalty: 5834.775391
	Iteration 28Q: 3 clusters Score -1.817598e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 122686 members 
Entering Unmasked Estep 
Score: -18176468.000000 Penalty: 5834.775391
	Iteration 29Q: 3 clusters Score -1.817647e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 123524 members 
Entering Unmasked Estep 
Score: -18176812.000000 Penalty: 5834.775391
	Iteration 30Q: 3 clusters Score -1.817681e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 124250 members 
Entering Unmasked Estep 
Score: -18177160.000000 Penalty: 5834.775391
	Iteration 31Q: 3 clusters Score -1.817716e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 124807 members 
Entering Unmasked Estep 
Score: -18177430.000000 Penalty: 5834.775391
	Iteration 32Q: 3 clusters Score -1.817743e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 125286 members 
Entering Unmasked Estep 
Score: -18177652.000000 Penalty: 5834.775391
	Iteration 33Q: 3 clusters Score -1.817765e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 125689 members 
Entering Unmasked Estep 
Score: -18177880.000000 Penalty: 5834.775391
	Iteration 34Q: 3 clusters Score -1.817788e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 125994 members 
Entering Unmasked Estep 
Score: -18178026.000000 Penalty: 5834.775391
	Iteration 35Q: 3 clusters Score -1.817803e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 126240 members 
Entering Unmasked Estep 
Score: -18178142.000000 Penalty: 5834.775391
	Iteration 36Q: 3 clusters Score -1.817814e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 126424 members 
Entering Unmasked Estep 
Score: -18178210.000000 Penalty: 5834.775391
	Iteration 37Q: 3 clusters Score -1.817821e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 126574 members 
Entering Unmasked Estep 
Score: -18178258.000000 Penalty: 5834.775391
	Iteration 38Q: 3 clusters Score -1.817826e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 126675 members 
Entering Unmasked Estep 
Score: -18178318.000000 Penalty: 5834.775391
	Iteration 39Q: 3 clusters Score -1.817832e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 126759 members 
Entering Unmasked Estep 
Score: -18178372.000000 Penalty: 5834.775391
	Iteration 40F: 3 clusters Score -1.817837e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 126817 members 
Entering Unmasked Estep 
Score: -18178392.000000 Penalty: 5834.775391
	Iteration 41Q: 3 clusters Score -1.817839e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 126871 members 
Entering Unmasked Estep 
Score: -18178422.000000 Penalty: 5834.775391
	Iteration 42Q: 3 clusters Score -1.817842e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 126921 members 
Entering Unmasked Estep 
Score: -18178438.000000 Penalty: 5834.775391
	Iteration 43Q: 3 clusters Score -1.817844e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 126965 members 
Entering Unmasked Estep 
Score: -18178462.000000 Penalty: 5834.775391
	Iteration 44Q: 3 clusters Score -1.817846e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 127003 members 
Entering Unmasked Estep 
Score: -18178498.000000 Penalty: 5834.775391
	Iteration 45Q: 3 clusters Score -1.81785e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 127032 members 
Entering Unmasked Estep 
Score: -18178500.000000 Penalty: 5834.775391
	Iteration 46Q: 3 clusters Score -1.81785e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 127061 members 
Entering Unmasked Estep 
Score: -18178536.000000 Penalty: 5834.775391
	Iteration 47Q: 3 clusters Score -1.817854e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 127091 members 
Entering Unmasked Estep 
Score: -18178528.000000 Penalty: 5834.775391
	Iteration 48Q: 3 clusters Score -1.817853e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 127121 members 
Entering Unmasked Estep 
Score: -18178538.000000 Penalty: 5834.775391
	Iteration 49Q: 3 clusters Score -1.817854e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 127157 members 
Entering Unmasked Estep 
Score: -18178560.000000 Penalty: 5834.775391
	Iteration 50Q: 3 clusters Score -1.817856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 127188 members 
Entering Unmasked Estep 
Score: -18178562.000000 Penalty: 5834.775391
	Iteration 51Q: 3 clusters Score -1.817856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 127210 members 
Entering Unmasked Estep 
Score: -18178570.000000 Penalty: 5834.775391
	Iteration 52Q: 3 clusters Score -1.817857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 127226 members 
Entering Unmasked Estep 
Score: -18178570.000000 Penalty: 5834.775391
	Iteration 53Q: 3 clusters Score -1.817857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 127242 members 
Entering Unmasked Estep 
Score: -18178598.000000 Penalty: 5834.775391
	Iteration 54Q: 3 clusters Score -1.81786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 127257 members 
Entering Unmasked Estep 
Score: -18178590.000000 Penalty: 5834.775391
	Iteration 55Q: 3 clusters Score -1.817859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 127267 members 
Entering Unmasked Estep 
Score: -18178588.000000 Penalty: 5834.775391
	Iteration 56Q: 3 clusters Score -1.817859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 127278 members 
Entering Unmasked Estep 
Score: -18178602.000000 Penalty: 5834.775391
	Iteration 57Q: 3 clusters Score -1.81786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 127287 members 
Entering Unmasked Estep 
Score: -18178606.000000 Penalty: 5834.775391
	Iteration 58Q: 3 clusters Score -1.817861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 127300 members 
Entering Unmasked Estep 
Score: -18178606.000000 Penalty: 5834.775391
	Iteration 59Q: 3 clusters Score -1.817861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 127310 members 
Entering Unmasked Estep 
Score: -18178618.000000 Penalty: 5834.775391
	Iteration 60F: 3 clusters Score -1.817862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 127316 members 
Entering Unmasked Estep 
Score: -18178622.000000 Penalty: 5834.775391
	Iteration 61Q: 3 clusters Score -1.817862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 127321 members 
Entering Unmasked Estep 
Score: -18178616.000000 Penalty: 5834.775391
	Iteration 62Q: 3 clusters Score -1.817862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 127326 members 
Entering Unmasked Estep 
Score: -18178624.000000 Penalty: 5834.775391
	Iteration 63Q: 3 clusters Score -1.817862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 127330 members 
Entering Unmasked Estep 
Score: -18178620.000000 Penalty: 5834.775391
	Iteration 64Q: 3 clusters Score -1.817862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 127335 members 
Entering Unmasked Estep 
Score: -18178620.000000 Penalty: 5834.775391
	Iteration 65Q: 3 clusters Score -1.817862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 127337 members 
Entering Unmasked Estep 
Score: -18178610.000000 Penalty: 5834.775391
	Iteration 66Q: 3 clusters Score -1.817861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 127338 members 
Entering Unmasked Estep 
Score: -18178614.000000 Penalty: 5834.775391
	Iteration 67Q: 3 clusters Score -1.817861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -18178604.000000 Penalty: 5834.775391
	Iteration 68Q: 3 clusters Score -1.81786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -18178604.000000 Penalty: 5834.775391
	Iteration 69F: 3 clusters Score -1.81786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -154598.687500 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -154598.7 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 527 members 
Entering Unmasked Estep 
Score: -152587.062500 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -152587.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -152887.203125 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -152887.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -153004.500000 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -153004.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -153070.531250 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -153070.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -153124.265625 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -153124.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -153160.125000 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -153160.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -153177.703125 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -153177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -153183.015625 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -153183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -153186.796875 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -153186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153190.453125 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -153190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -153192.937500 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -153192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -153194.484375 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -153194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153194.671875 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -153194.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153194.671875 Penalty: 3478.902100
	Iteration 13F: 3 clusters Score -153194.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Entering Unmasked Estep 
Score: -507922.031250 Penalty: 2037.991699
	Iteration 0F: 2 clusters Score -507922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -504229.343750 Penalty: 4075.983398
	Iteration 0F: 3 clusters Score -504229.3 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -504959.687500 Penalty: 4075.983398
	Iteration 1F: 3 clusters Score -504959.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -505108.593750 Penalty: 4075.983398
	Iteration 2F: 3 clusters Score -505108.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -505188.343750 Penalty: 4075.983398
	Iteration 3Q: 3 clusters Score -505188.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -505250.593750 Penalty: 4075.983398
	Iteration 4Q: 3 clusters Score -505250.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -505304.031250 Penalty: 4075.983398
	Iteration 5Q: 3 clusters Score -505304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -505341.843750 Penalty: 4075.983398
	Iteration 6Q: 3 clusters Score -505341.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -505372.875000 Penalty: 4075.983398
	Iteration 7Q: 3 clusters Score -505372.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -505395.625000 Penalty: 4075.983398
	Iteration 8Q: 3 clusters Score -505395.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -505414.000000 Penalty: 4075.983398
	Iteration 9Q: 3 clusters Score -505414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -505431.562500 Penalty: 4075.983398
	Iteration 10Q: 3 clusters Score -505431.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -505442.000000 Penalty: 4075.983398
	Iteration 11Q: 3 clusters Score -505442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -505450.375000 Penalty: 4075.983398
	Iteration 12Q: 3 clusters Score -505450.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -505460.500000 Penalty: 4075.983398
	Iteration 13Q: 3 clusters Score -505460.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -505470.562500 Penalty: 4075.983398
	Iteration 14Q: 3 clusters Score -505470.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -505481.593750 Penalty: 4075.983398
	Iteration 15Q: 3 clusters Score -505481.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -505494.218750 Penalty: 4075.983398
	Iteration 16Q: 3 clusters Score -505494.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -505505.250000 Penalty: 4075.983398
	Iteration 17Q: 3 clusters Score -505505.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -505513.312500 Penalty: 4075.983398
	Iteration 18Q: 3 clusters Score -505513.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -505520.531250 Penalty: 4075.983398
	Iteration 19Q: 3 clusters Score -505520.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -505526.531250 Penalty: 4075.983398
	Iteration 20F: 3 clusters Score -505526.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -505532.250000 Penalty: 4075.983398
	Iteration 21Q: 3 clusters Score -505532.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -505537.000000 Penalty: 4075.983398
	Iteration 22Q: 3 clusters Score -505537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -505542.812500 Penalty: 4075.983398
	Iteration 23Q: 3 clusters Score -505542.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -505545.500000 Penalty: 4075.983398
	Iteration 24Q: 3 clusters Score -505545.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -505548.500000 Penalty: 4075.983398
	Iteration 25Q: 3 clusters Score -505548.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -505551.750000 Penalty: 4075.983398
	Iteration 26Q: 3 clusters Score -505551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -505555.218750 Penalty: 4075.983398
	Iteration 27Q: 3 clusters Score -505555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -505555.875000 Penalty: 4075.983398
	Iteration 28Q: 3 clusters Score -505555.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -505558.687500 Penalty: 4075.983398
	Iteration 29Q: 3 clusters Score -505558.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -505561.531250 Penalty: 4075.983398
	Iteration 30Q: 3 clusters Score -505561.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -505563.437500 Penalty: 4075.983398
	Iteration 31Q: 3 clusters Score -505563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -505565.500000 Penalty: 4075.983398
	Iteration 32Q: 3 clusters Score -505565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -505566.093750 Penalty: 4075.983398
	Iteration 33Q: 3 clusters Score -505566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -505567.156250 Penalty: 4075.983398
	Iteration 34Q: 3 clusters Score -505567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -505567.031250 Penalty: 4075.983398
	Iteration 35Q: 3 clusters Score -505567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -505568.562500 Penalty: 4075.983398
	Iteration 36Q: 3 clusters Score -505568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -505569.250000 Penalty: 4075.983398
	Iteration 37Q: 3 clusters Score -505569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -505570.906250 Penalty: 4075.983398
	Iteration 38Q: 3 clusters Score -505570.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -505572.125000 Penalty: 4075.983398
	Iteration 39Q: 3 clusters Score -505572.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -505575.250000 Penalty: 4075.983398
	Iteration 40F: 3 clusters Score -505575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -505578.406250 Penalty: 4075.983398
	Iteration 41Q: 3 clusters Score -505578.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -505580.781250 Penalty: 4075.983398
	Iteration 42Q: 3 clusters Score -505580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -505581.156250 Penalty: 4075.983398
	Iteration 43Q: 3 clusters Score -505581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -505581.625000 Penalty: 4075.983398
	Iteration 44Q: 3 clusters Score -505581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -505582.093750 Penalty: 4075.983398
	Iteration 45Q: 3 clusters Score -505582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -505582.093750 Penalty: 4075.983398
	Iteration 46F: 3 clusters Score -505582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22629.263672 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -22629.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21541.933594 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -21541.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21645.353516 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -21645.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21667.156250 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -21667.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21684.324219 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -21684.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21710.160156 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -21710.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21710.160156 Penalty: 2635.350342
	Iteration 5F: 3 clusters Score -21710.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -161240.031250 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -161240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -159152.890625 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -159152.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -159504.031250 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -159504 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -159589.453125 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -159589.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -159630.984375 Penalty: 3503.696289
	Iteration 3Q: 3 clusters Score -159631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159650.171875 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -159650.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159667.828125 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -159667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -159672.828125 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -159672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159677.953125 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -159678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -159682.015625 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -159682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -159683.953125 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -159684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159687.015625 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -159687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159691.968750 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -159692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -159698.265625 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -159698.3 nChanged 2
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: -159699.546875 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -159699.5 nChanged 1
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: -159700.343750 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -159700.3 nChanged 1
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: -159701.812500 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -159701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -159702.937500 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -159702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159704.187500 Penalty: 3503.696289
	Iteration 17Q: 3 clusters Score -159704.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159704.187500 Penalty: 3503.696289
	Iteration 18F: 3 clusters Score -159704.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Entering Unmasked Estep 
Score: -5650419.000000 Penalty: 2626.235840
	Iteration 0F: 2 clusters Score -5650419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -5623480.000000 Penalty: 5252.471680
	Iteration 0F: 3 clusters Score -5623480 nChanged 18142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -5633301.000000 Penalty: 5252.471680
	Iteration 1F: 3 clusters Score -5633301 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -5633717.500000 Penalty: 5252.471680
	Iteration 2Q: 3 clusters Score -5633718 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -5634097.500000 Penalty: 5252.471680
	Iteration 3Q: 3 clusters Score -5634098 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -5634401.500000 Penalty: 5252.471680
	Iteration 4Q: 3 clusters Score -5634402 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -5634687.000000 Penalty: 5252.471680
	Iteration 5Q: 3 clusters Score -5634687 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5634920.000000 Penalty: 5252.471680
	Iteration 6Q: 3 clusters Score -5634920 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -5635185.500000 Penalty: 5252.471680
	Iteration 7Q: 3 clusters Score -5635186 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -5635467.000000 Penalty: 5252.471680
	Iteration 8Q: 3 clusters Score -5635467 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -5635859.500000 Penalty: 5252.471680
	Iteration 9Q: 3 clusters Score -5635860 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -5636453.000000 Penalty: 5252.471680
	Iteration 10Q: 3 clusters Score -5636453 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -5637473.500000 Penalty: 5252.471680
	Iteration 11Q: 3 clusters Score -5637474 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -5638857.000000 Penalty: 5252.471680
	Iteration 12F: 3 clusters Score -5638857 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -5640619.000000 Penalty: 5252.471680
	Iteration 13F: 3 clusters Score -5640619 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -5642453.500000 Penalty: 5252.471680
	Iteration 14F: 3 clusters Score -5642454 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -5643868.500000 Penalty: 5252.471680
	Iteration 15Q: 3 clusters Score -5643868 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -5644874.500000 Penalty: 5252.471680
	Iteration 16Q: 3 clusters Score -5644874 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -5645597.000000 Penalty: 5252.471680
	Iteration 17Q: 3 clusters Score -5645597 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -5645992.500000 Penalty: 5252.471680
	Iteration 18Q: 3 clusters Score -5645992 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -5646361.500000 Penalty: 5252.471680
	Iteration 19Q: 3 clusters Score -5646362 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -5646627.500000 Penalty: 5252.471680
	Iteration 20F: 3 clusters Score -5646628 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -5646846.000000 Penalty: 5252.471680
	Iteration 21Q: 3 clusters Score -5646846 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -5647020.000000 Penalty: 5252.471680
	Iteration 22Q: 3 clusters Score -5647020 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -5647179.000000 Penalty: 5252.471680
	Iteration 23Q: 3 clusters Score -5647179 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -5647329.000000 Penalty: 5252.471680
	Iteration 24Q: 3 clusters Score -5647329 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -5647456.500000 Penalty: 5252.471680
	Iteration 25Q: 3 clusters Score -5647456 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -5647552.000000 Penalty: 5252.471680
	Iteration 26Q: 3 clusters Score -5647552 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5647640.500000 Penalty: 5252.471680
	Iteration 27Q: 3 clusters Score -5647640 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -5647738.000000 Penalty: 5252.471680
	Iteration 28Q: 3 clusters Score -5647738 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5647838.500000 Penalty: 5252.471680
	Iteration 29Q: 3 clusters Score -5647838 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -5647932.500000 Penalty: 5252.471680
	Iteration 30Q: 3 clusters Score -5647932 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -5647973.500000 Penalty: 5252.471680
	Iteration 31Q: 3 clusters Score -5647974 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -5648003.000000 Penalty: 5252.471680
	Iteration 32Q: 3 clusters Score -5648003 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -5648033.500000 Penalty: 5252.471680
	Iteration 33Q: 3 clusters Score -5648034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -5648049.000000 Penalty: 5252.471680
	Iteration 34Q: 3 clusters Score -5648049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -5648059.000000 Penalty: 5252.471680
	Iteration 35Q: 3 clusters Score -5648059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -5648068.500000 Penalty: 5252.471680
	Iteration 36Q: 3 clusters Score -5648068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -5648093.500000 Penalty: 5252.471680
	Iteration 37Q: 3 clusters Score -5648094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -5648112.000000 Penalty: 5252.471680
	Iteration 38Q: 3 clusters Score -5648112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -5648127.500000 Penalty: 5252.471680
	Iteration 39Q: 3 clusters Score -5648128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -5648137.000000 Penalty: 5252.471680
	Iteration 40F: 3 clusters Score -5648137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -5648157.000000 Penalty: 5252.471680
	Iteration 41Q: 3 clusters Score -5648157 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -5648185.500000 Penalty: 5252.471680
	Iteration 42Q: 3 clusters Score -5648186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -5648182.000000 Penalty: 5252.471680
	Iteration 43Q: 3 clusters Score -5648182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -5648198.000000 Penalty: 5252.471680
	Iteration 44Q: 3 clusters Score -5648198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -5648200.500000 Penalty: 5252.471680
	Iteration 45Q: 3 clusters Score -5648200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -5648215.500000 Penalty: 5252.471680
	Iteration 46Q: 3 clusters Score -5648216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -5648211.500000 Penalty: 5252.471680
	Iteration 47Q: 3 clusters Score -5648212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -5648222.000000 Penalty: 5252.471680
	Iteration 48Q: 3 clusters Score -5648222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5648225.000000 Penalty: 5252.471680
	Iteration 49Q: 3 clusters Score -5648225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -5648234.500000 Penalty: 5252.471680
	Iteration 50Q: 3 clusters Score -5648234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -5648226.000000 Penalty: 5252.471680
	Iteration 51Q: 3 clusters Score -5648226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -5648232.000000 Penalty: 5252.471680
	Iteration 52Q: 3 clusters Score -5648232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -5648233.000000 Penalty: 5252.471680
	Iteration 53Q: 3 clusters Score -5648233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -5648234.000000 Penalty: 5252.471680
	Iteration 54Q: 3 clusters Score -5648234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -5648227.000000 Penalty: 5252.471680
	Iteration 55Q: 3 clusters Score -5648227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -5648235.000000 Penalty: 5252.471680
	Iteration 56Q: 3 clusters Score -5648235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -5648241.000000 Penalty: 5252.471680
	Iteration 57Q: 3 clusters Score -5648241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -5648244.500000 Penalty: 5252.471680
	Iteration 58Q: 3 clusters Score -5648244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -5648244.000000 Penalty: 5252.471680
	Iteration 59Q: 3 clusters Score -5648244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -5648249.000000 Penalty: 5252.471680
	Iteration 60F: 3 clusters Score -5648249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -5648257.000000 Penalty: 5252.471680
	Iteration 61Q: 3 clusters Score -5648257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -5648264.500000 Penalty: 5252.471680
	Iteration 62Q: 3 clusters Score -5648264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -5648265.000000 Penalty: 5252.471680
	Iteration 63Q: 3 clusters Score -5648265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -5648265.500000 Penalty: 5252.471680
	Iteration 64Q: 3 clusters Score -5648266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -5648266.500000 Penalty: 5252.471680
	Iteration 65Q: 3 clusters Score -5648266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -5648264.000000 Penalty: 5252.471680
	Iteration 66Q: 3 clusters Score -5648264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -5648264.000000 Penalty: 5252.471680
	Iteration 67Q: 3 clusters Score -5648264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -5648266.500000 Penalty: 5252.471680
	Iteration 68Q: 3 clusters Score -5648266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -5648270.500000 Penalty: 5252.471680
	Iteration 69Q: 3 clusters Score -5648270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -5648272.000000 Penalty: 5252.471680
	Iteration 70Q: 3 clusters Score -5648272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -5648276.500000 Penalty: 5252.471680
	Iteration 71Q: 3 clusters Score -5648276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -5648286.000000 Penalty: 5252.471680
	Iteration 72Q: 3 clusters Score -5648286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -5648280.500000 Penalty: 5252.471680
	Iteration 73Q: 3 clusters Score -5648280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -5648274.500000 Penalty: 5252.471680
	Iteration 74Q: 3 clusters Score -5648274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -5648274.500000 Penalty: 5252.471680
	Iteration 75F: 3 clusters Score -5648274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (99814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99814 members 
Entering Unmasked Estep 
Score: -14186438.000000 Penalty: 2854.743652
	Iteration 0F: 2 clusters Score -1.418644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -14120226.000000 Penalty: 5709.487305
	Iteration 0F: 3 clusters Score -1.412023e+07 nChanged 47141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -14147120.000000 Penalty: 5709.487305
	Iteration 1F: 3 clusters Score -1.414712e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -14147915.000000 Penalty: 5709.487305
	Iteration 2Q: 3 clusters Score -1.414792e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -14148621.000000 Penalty: 5709.487305
	Iteration 3Q: 3 clusters Score -1.414862e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -14149451.000000 Penalty: 5709.487305
	Iteration 4Q: 3 clusters Score -1.414945e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -14150686.000000 Penalty: 5709.487305
	Iteration 5Q: 3 clusters Score -1.415069e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -14152629.000000 Penalty: 5709.487305
	Iteration 6Q: 3 clusters Score -1.415263e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -14155353.000000 Penalty: 5709.487305
	Iteration 7F: 3 clusters Score -1.415535e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -14159325.000000 Penalty: 5709.487305
	Iteration 8F: 3 clusters Score -1.415932e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -14163980.000000 Penalty: 5709.487305
	Iteration 9F: 3 clusters Score -1.416398e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -14167631.000000 Penalty: 5709.487305
	Iteration 10F: 3 clusters Score -1.416763e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -14169381.000000 Penalty: 5709.487305
	Iteration 11Q: 3 clusters Score -1.416938e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -14170056.000000 Penalty: 5709.487305
	Iteration 12Q: 3 clusters Score -1.417006e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -14170377.000000 Penalty: 5709.487305
	Iteration 13Q: 3 clusters Score -1.417038e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -14170693.000000 Penalty: 5709.487305
	Iteration 14Q: 3 clusters Score -1.417069e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -14170957.000000 Penalty: 5709.487305
	Iteration 15Q: 3 clusters Score -1.417096e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -14171285.000000 Penalty: 5709.487305
	Iteration 16Q: 3 clusters Score -1.417128e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -14171614.000000 Penalty: 5709.487305
	Iteration 17Q: 3 clusters Score -1.417161e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -14171960.000000 Penalty: 5709.487305
	Iteration 18Q: 3 clusters Score -1.417196e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -14172447.000000 Penalty: 5709.487305
	Iteration 19Q: 3 clusters Score -1.417245e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -14173009.000000 Penalty: 5709.487305
	Iteration 20F: 3 clusters Score -1.417301e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69748 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -14173530.000000 Penalty: 5709.487305
	Iteration 21Q: 3 clusters Score -1.417353e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -14174051.000000 Penalty: 5709.487305
	Iteration 22Q: 3 clusters Score -1.417405e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -14174615.000000 Penalty: 5709.487305
	Iteration 23Q: 3 clusters Score -1.417462e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -14175232.000000 Penalty: 5709.487305
	Iteration 24Q: 3 clusters Score -1.417523e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -14175806.000000 Penalty: 5709.487305
	Iteration 25Q: 3 clusters Score -1.417581e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -14176523.000000 Penalty: 5709.487305
	Iteration 26Q: 3 clusters Score -1.417652e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -14177157.000000 Penalty: 5709.487305
	Iteration 27Q: 3 clusters Score -1.417716e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81863 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -14177845.000000 Penalty: 5709.487305
	Iteration 28Q: 3 clusters Score -1.417784e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -14178496.000000 Penalty: 5709.487305
	Iteration 29Q: 3 clusters Score -1.41785e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -14179220.000000 Penalty: 5709.487305
	Iteration 30Q: 3 clusters Score -1.417922e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86819 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -14180030.000000 Penalty: 5709.487305
	Iteration 31Q: 3 clusters Score -1.418003e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -14180795.000000 Penalty: 5709.487305
	Iteration 32Q: 3 clusters Score -1.41808e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -14181492.000000 Penalty: 5709.487305
	Iteration 33Q: 3 clusters Score -1.418149e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -14182123.000000 Penalty: 5709.487305
	Iteration 34Q: 3 clusters Score -1.418212e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91781 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -14182599.000000 Penalty: 5709.487305
	Iteration 35Q: 3 clusters Score -1.41826e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92569 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -14182956.000000 Penalty: 5709.487305
	Iteration 36Q: 3 clusters Score -1.418296e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93186 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -14183252.000000 Penalty: 5709.487305
	Iteration 37Q: 3 clusters Score -1.418325e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93652 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -14183523.000000 Penalty: 5709.487305
	Iteration 38Q: 3 clusters Score -1.418352e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -14183645.000000 Penalty: 5709.487305
	Iteration 39Q: 3 clusters Score -1.418364e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -14183869.000000 Penalty: 5709.487305
	Iteration 40F: 3 clusters Score -1.418387e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94671 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -14184042.000000 Penalty: 5709.487305
	Iteration 41Q: 3 clusters Score -1.418404e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -14184176.000000 Penalty: 5709.487305
	Iteration 42Q: 3 clusters Score -1.418418e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95219 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -14184251.000000 Penalty: 5709.487305
	Iteration 43Q: 3 clusters Score -1.418425e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -14184298.000000 Penalty: 5709.487305
	Iteration 44Q: 3 clusters Score -1.41843e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95578 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -14184299.000000 Penalty: 5709.487305
	Iteration 45Q: 3 clusters Score -1.41843e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95695 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -14184297.000000 Penalty: 5709.487305
	Iteration 46Q: 3 clusters Score -1.41843e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95795 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -14184341.000000 Penalty: 5709.487305
	Iteration 47Q: 3 clusters Score -1.418434e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -14184314.000000 Penalty: 5709.487305
	Iteration 48Q: 3 clusters Score -1.418431e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -14184330.000000 Penalty: 5709.487305
	Iteration 49Q: 3 clusters Score -1.418433e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95985 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -14184345.000000 Penalty: 5709.487305
	Iteration 50Q: 3 clusters Score -1.418434e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -14184334.000000 Penalty: 5709.487305
	Iteration 51Q: 3 clusters Score -1.418433e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -14184353.000000 Penalty: 5709.487305
	Iteration 52Q: 3 clusters Score -1.418435e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -14184361.000000 Penalty: 5709.487305
	Iteration 53Q: 3 clusters Score -1.418436e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -14184346.000000 Penalty: 5709.487305
	Iteration 54Q: 3 clusters Score -1.418435e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96214 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -14184379.000000 Penalty: 5709.487305
	Iteration 55Q: 3 clusters Score -1.418438e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96250 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -14184378.000000 Penalty: 5709.487305
	Iteration 56Q: 3 clusters Score -1.418438e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96282 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -14184384.000000 Penalty: 5709.487305
	Iteration 57Q: 3 clusters Score -1.418438e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -14184396.000000 Penalty: 5709.487305
	Iteration 58Q: 3 clusters Score -1.41844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -14184412.000000 Penalty: 5709.487305
	Iteration 59Q: 3 clusters Score -1.418441e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -14184412.000000 Penalty: 5709.487305
	Iteration 60F: 3 clusters Score -1.418441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -14184411.000000 Penalty: 5709.487305
	Iteration 61Q: 3 clusters Score -1.418441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -14184428.000000 Penalty: 5709.487305
	Iteration 62Q: 3 clusters Score -1.418443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -14184410.000000 Penalty: 5709.487305
	Iteration 63Q: 3 clusters Score -1.418441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -14184423.000000 Penalty: 5709.487305
	Iteration 64Q: 3 clusters Score -1.418442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -14184406.000000 Penalty: 5709.487305
	Iteration 65Q: 3 clusters Score -1.418441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96439 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -14184395.000000 Penalty: 5709.487305
	Iteration 66Q: 3 clusters Score -1.41844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -14184398.000000 Penalty: 5709.487305
	Iteration 67Q: 3 clusters Score -1.41844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96455 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -14184411.000000 Penalty: 5709.487305
	Iteration 68Q: 3 clusters Score -1.418441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96462 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -14184412.000000 Penalty: 5709.487305
	Iteration 69Q: 3 clusters Score -1.418441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96470 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -14184402.000000 Penalty: 5709.487305
	Iteration 70Q: 3 clusters Score -1.41844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -14184413.000000 Penalty: 5709.487305
	Iteration 71Q: 3 clusters Score -1.418441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96487 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -14184397.000000 Penalty: 5709.487305
	Iteration 72Q: 3 clusters Score -1.41844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96493 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -14184398.000000 Penalty: 5709.487305
	Iteration 73Q: 3 clusters Score -1.41844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -14184404.000000 Penalty: 5709.487305
	Iteration 74Q: 3 clusters Score -1.41844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -14184395.000000 Penalty: 5709.487305
	Iteration 75Q: 3 clusters Score -1.41844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -14184408.000000 Penalty: 5709.487305
	Iteration 76Q: 3 clusters Score -1.418441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -14184407.000000 Penalty: 5709.487305
	Iteration 77Q: 3 clusters Score -1.418441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -14184417.000000 Penalty: 5709.487305
	Iteration 78Q: 3 clusters Score -1.418442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -14184417.000000 Penalty: 5709.487305
	Iteration 79F: 3 clusters Score -1.418442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -75583.500000 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -75583.5 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 315 members 
Entering Unmasked Estep 
Score: -73942.531250 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -73942.53 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74148.203125 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -74148.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74217.250000 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -74217.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74259.968750 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -74259.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74283.781250 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -74283.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74305.453125 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -74305.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74326.203125 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -74326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74346.195312 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -74346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74360.851562 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -74360.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74378.148438 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -74378.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74386.710938 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -74386.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74392.734375 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -74392.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74405.539062 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -74405.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74411.523438 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -74411.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74417.898438 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -74417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74420.593750 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -74420.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74424.046875 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -74424.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74425.093750 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -74425.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74427.023438 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -74427.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74428.890625 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -74428.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74428.890625 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -74428.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (179767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179767 members 
Entering Unmasked Estep 
Score: -25563620.000000 Penalty: 3000.655273
	Iteration 0F: 2 clusters Score -2.556362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89978 members 
Mstep: Class 2 contains 89789 members 
Entering Unmasked Estep 
Score: -25466368.000000 Penalty: 6001.310547
	Iteration 0F: 3 clusters Score -2.546637e+07 nChanged 86270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92492 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -25515888.000000 Penalty: 6001.310547
	Iteration 1F: 3 clusters Score -2.551589e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94304 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -25516810.000000 Penalty: 6001.310547
	Iteration 2Q: 3 clusters Score -2.551681e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 82717 members 
Entering Unmasked Estep 
Score: -25517922.000000 Penalty: 6001.310547
	Iteration 3Q: 3 clusters Score -2.551792e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -25519374.000000 Penalty: 6001.310547
	Iteration 4Q: 3 clusters Score -2.551937e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107739 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -25521602.000000 Penalty: 6001.310547
	Iteration 5Q: 3 clusters Score -2.55216e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116983 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -25525964.000000 Penalty: 6001.310547
	Iteration 6F: 3 clusters Score -2.552596e+07 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129013 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -25532620.000000 Penalty: 6001.310547
	Iteration 7F: 3 clusters Score -2.553262e+07 nChanged 14046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142683 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -25541970.000000 Penalty: 6001.310547
	Iteration 8F: 3 clusters Score -2.554197e+07 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155787 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -25553346.000000 Penalty: 6001.310547
	Iteration 9F: 3 clusters Score -2.555335e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166879 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -25559264.000000 Penalty: 6001.310547
	Iteration 10F: 3 clusters Score -2.555926e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174225 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -25560724.000000 Penalty: 6001.310547
	Iteration 11Q: 3 clusters Score -2.556072e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177693 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -25561012.000000 Penalty: 6001.310547
	Iteration 12Q: 3 clusters Score -2.556101e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178908 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -25561038.000000 Penalty: 6001.310547
	Iteration 13Q: 3 clusters Score -2.556104e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179252 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -25561060.000000 Penalty: 6001.310547
	Iteration 14Q: 3 clusters Score -2.556106e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179371 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -25561100.000000 Penalty: 6001.310547
	Iteration 15Q: 3 clusters Score -2.55611e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179421 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -25561130.000000 Penalty: 6001.310547
	Iteration 16Q: 3 clusters Score -2.556113e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179458 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25561130.000000 Penalty: 6001.310547
	Iteration 17Q: 3 clusters Score -2.556113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179476 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25561156.000000 Penalty: 6001.310547
	Iteration 18Q: 3 clusters Score -2.556116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179483 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25561168.000000 Penalty: 6001.310547
	Iteration 19Q: 3 clusters Score -2.556117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179488 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -25561160.000000 Penalty: 6001.310547
	Iteration 20F: 3 clusters Score -2.556116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179493 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25561158.000000 Penalty: 6001.310547
	Iteration 21Q: 3 clusters Score -2.556116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179494 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25561164.000000 Penalty: 6001.310547
	Iteration 22Q: 3 clusters Score -2.556116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179495 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25561158.000000 Penalty: 6001.310547
	Iteration 23Q: 3 clusters Score -2.556116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179498 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25561186.000000 Penalty: 6001.310547
	Iteration 24Q: 3 clusters Score -2.556119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179502 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25561190.000000 Penalty: 6001.310547
	Iteration 25Q: 3 clusters Score -2.556119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179507 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25561194.000000 Penalty: 6001.310547
	Iteration 26Q: 3 clusters Score -2.556119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25561190.000000 Penalty: 6001.310547
	Iteration 27Q: 3 clusters Score -2.556119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25561190.000000 Penalty: 6001.310547
	Iteration 28Q: 3 clusters Score -2.556119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25561190.000000 Penalty: 6001.310547
	Iteration 29F: 3 clusters Score -2.556119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146665 members 
Entering Unmasked Estep 
Score: -20804542.000000 Penalty: 2950.184814
	Iteration 0F: 2 clusters Score -2.080454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -20709580.000000 Penalty: 5900.369629
	Iteration 0F: 3 clusters Score -2.070958e+07 nChanged 70081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -20750714.000000 Penalty: 5900.369629
	Iteration 1F: 3 clusters Score -2.075071e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -20752476.000000 Penalty: 5900.369629
	Iteration 2Q: 3 clusters Score -2.075248e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -20754814.000000 Penalty: 5900.369629
	Iteration 3Q: 3 clusters Score -2.075481e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -20758226.000000 Penalty: 5900.369629
	Iteration 4F: 3 clusters Score -2.075823e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -20763094.000000 Penalty: 5900.369629
	Iteration 5F: 3 clusters Score -2.076309e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 94080 members 
Entering Unmasked Estep 
Score: -20769388.000000 Penalty: 5900.369629
	Iteration 6F: 3 clusters Score -2.076939e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 99865 members 
Entering Unmasked Estep 
Score: -20776160.000000 Penalty: 5900.369629
	Iteration 7F: 3 clusters Score -2.077616e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 104632 members 
Entering Unmasked Estep 
Score: -20782352.000000 Penalty: 5900.369629
	Iteration 8F: 3 clusters Score -2.078235e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 108039 members 
Entering Unmasked Estep 
Score: -20786434.000000 Penalty: 5900.369629
	Iteration 9Q: 3 clusters Score -2.078643e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 110546 members 
Entering Unmasked Estep 
Score: -20788446.000000 Penalty: 5900.369629
	Iteration 10Q: 3 clusters Score -2.078845e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -20789528.000000 Penalty: 5900.369629
	Iteration 11Q: 3 clusters Score -2.078953e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 114802 members 
Entering Unmasked Estep 
Score: -20790378.000000 Penalty: 5900.369629
	Iteration 12Q: 3 clusters Score -2.079038e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 116884 members 
Entering Unmasked Estep 
Score: -20791240.000000 Penalty: 5900.369629
	Iteration 13Q: 3 clusters Score -2.079124e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 118953 members 
Entering Unmasked Estep 
Score: -20792008.000000 Penalty: 5900.369629
	Iteration 14Q: 3 clusters Score -2.079201e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 120941 members 
Entering Unmasked Estep 
Score: -20792698.000000 Penalty: 5900.369629
	Iteration 15Q: 3 clusters Score -2.07927e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 122838 members 
Entering Unmasked Estep 
Score: -20793566.000000 Penalty: 5900.369629
	Iteration 16Q: 3 clusters Score -2.079357e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 124680 members 
Entering Unmasked Estep 
Score: -20794398.000000 Penalty: 5900.369629
	Iteration 17Q: 3 clusters Score -2.07944e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 126567 members 
Entering Unmasked Estep 
Score: -20795306.000000 Penalty: 5900.369629
	Iteration 18Q: 3 clusters Score -2.079531e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 128454 members 
Entering Unmasked Estep 
Score: -20796284.000000 Penalty: 5900.369629
	Iteration 19Q: 3 clusters Score -2.079628e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 130229 members 
Entering Unmasked Estep 
Score: -20797130.000000 Penalty: 5900.369629
	Iteration 20F: 3 clusters Score -2.079713e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 131869 members 
Entering Unmasked Estep 
Score: -20797762.000000 Penalty: 5900.369629
	Iteration 21Q: 3 clusters Score -2.079776e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 133382 members 
Entering Unmasked Estep 
Score: -20798538.000000 Penalty: 5900.369629
	Iteration 22Q: 3 clusters Score -2.079854e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 134845 members 
Entering Unmasked Estep 
Score: -20799080.000000 Penalty: 5900.369629
	Iteration 23Q: 3 clusters Score -2.079908e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 136200 members 
Entering Unmasked Estep 
Score: -20799678.000000 Penalty: 5900.369629
	Iteration 24Q: 3 clusters Score -2.079968e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 137393 members 
Entering Unmasked Estep 
Score: -20800186.000000 Penalty: 5900.369629
	Iteration 25Q: 3 clusters Score -2.080019e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 138485 members 
Entering Unmasked Estep 
Score: -20800598.000000 Penalty: 5900.369629
	Iteration 26Q: 3 clusters Score -2.08006e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 139438 members 
Entering Unmasked Estep 
Score: -20800972.000000 Penalty: 5900.369629
	Iteration 27Q: 3 clusters Score -2.080097e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 140291 members 
Entering Unmasked Estep 
Score: -20801296.000000 Penalty: 5900.369629
	Iteration 28Q: 3 clusters Score -2.08013e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 141045 members 
Entering Unmasked Estep 
Score: -20801670.000000 Penalty: 5900.369629
	Iteration 29Q: 3 clusters Score -2.080167e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 141680 members 
Entering Unmasked Estep 
Score: -20801950.000000 Penalty: 5900.369629
	Iteration 30Q: 3 clusters Score -2.080195e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 142224 members 
Entering Unmasked Estep 
Score: -20802104.000000 Penalty: 5900.369629
	Iteration 31Q: 3 clusters Score -2.08021e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 142654 members 
Entering Unmasked Estep 
Score: -20802240.000000 Penalty: 5900.369629
	Iteration 32Q: 3 clusters Score -2.080224e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 143055 members 
Entering Unmasked Estep 
Score: -20802286.000000 Penalty: 5900.369629
	Iteration 33Q: 3 clusters Score -2.080229e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 143363 members 
Entering Unmasked Estep 
Score: -20802374.000000 Penalty: 5900.369629
	Iteration 34Q: 3 clusters Score -2.080237e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 143617 members 
Entering Unmasked Estep 
Score: -20802420.000000 Penalty: 5900.369629
	Iteration 35Q: 3 clusters Score -2.080242e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 143846 members 
Entering Unmasked Estep 
Score: -20802480.000000 Penalty: 5900.369629
	Iteration 36Q: 3 clusters Score -2.080248e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 144029 members 
Entering Unmasked Estep 
Score: -20802532.000000 Penalty: 5900.369629
	Iteration 37Q: 3 clusters Score -2.080253e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 144193 members 
Entering Unmasked Estep 
Score: -20802514.000000 Penalty: 5900.369629
	Iteration 38Q: 3 clusters Score -2.080251e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 144346 members 
Entering Unmasked Estep 
Score: -20802540.000000 Penalty: 5900.369629
	Iteration 39Q: 3 clusters Score -2.080254e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 144474 members 
Entering Unmasked Estep 
Score: -20802526.000000 Penalty: 5900.369629
	Iteration 40F: 3 clusters Score -2.080253e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 144585 members 
Entering Unmasked Estep 
Score: -20802514.000000 Penalty: 5900.369629
	Iteration 41Q: 3 clusters Score -2.080251e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 144675 members 
Entering Unmasked Estep 
Score: -20802548.000000 Penalty: 5900.369629
	Iteration 42Q: 3 clusters Score -2.080255e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 144742 members 
Entering Unmasked Estep 
Score: -20802550.000000 Penalty: 5900.369629
	Iteration 43Q: 3 clusters Score -2.080255e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 144796 members 
Entering Unmasked Estep 
Score: -20802548.000000 Penalty: 5900.369629
	Iteration 44Q: 3 clusters Score -2.080255e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 144835 members 
Entering Unmasked Estep 
Score: -20802588.000000 Penalty: 5900.369629
	Iteration 45Q: 3 clusters Score -2.080259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 144864 members 
Entering Unmasked Estep 
Score: -20802558.000000 Penalty: 5900.369629
	Iteration 46Q: 3 clusters Score -2.080256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 144882 members 
Entering Unmasked Estep 
Score: -20802556.000000 Penalty: 5900.369629
	Iteration 47Q: 3 clusters Score -2.080256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 144904 members 
Entering Unmasked Estep 
Score: -20802562.000000 Penalty: 5900.369629
	Iteration 48Q: 3 clusters Score -2.080256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 144917 members 
Entering Unmasked Estep 
Score: -20802562.000000 Penalty: 5900.369629
	Iteration 49Q: 3 clusters Score -2.080256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 144937 members 
Entering Unmasked Estep 
Score: -20802548.000000 Penalty: 5900.369629
	Iteration 50Q: 3 clusters Score -2.080255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 144951 members 
Entering Unmasked Estep 
Score: -20802516.000000 Penalty: 5900.369629
	Iteration 51Q: 3 clusters Score -2.080252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 144965 members 
Entering Unmasked Estep 
Score: -20802546.000000 Penalty: 5900.369629
	Iteration 52Q: 3 clusters Score -2.080255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 144976 members 
Entering Unmasked Estep 
Score: -20802552.000000 Penalty: 5900.369629
	Iteration 53Q: 3 clusters Score -2.080255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 144985 members 
Entering Unmasked Estep 
Score: -20802554.000000 Penalty: 5900.369629
	Iteration 54Q: 3 clusters Score -2.080255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 144991 members 
Entering Unmasked Estep 
Score: -20802562.000000 Penalty: 5900.369629
	Iteration 55Q: 3 clusters Score -2.080256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 144997 members 
Entering Unmasked Estep 
Score: -20802552.000000 Penalty: 5900.369629
	Iteration 56Q: 3 clusters Score -2.080255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 145000 members 
Entering Unmasked Estep 
Score: -20802558.000000 Penalty: 5900.369629
	Iteration 57Q: 3 clusters Score -2.080256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 145002 members 
Entering Unmasked Estep 
Score: -20802568.000000 Penalty: 5900.369629
	Iteration 58Q: 3 clusters Score -2.080257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 145004 members 
Entering Unmasked Estep 
Score: -20802560.000000 Penalty: 5900.369629
	Iteration 59Q: 3 clusters Score -2.080256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 145006 members 
Entering Unmasked Estep 
Score: -20802558.000000 Penalty: 5900.369629
	Iteration 60F: 3 clusters Score -2.080256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 145008 members 
Entering Unmasked Estep 
Score: -20802556.000000 Penalty: 5900.369629
	Iteration 61Q: 3 clusters Score -2.080256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 145009 members 
Entering Unmasked Estep 
Score: -20802566.000000 Penalty: 5900.369629
	Iteration 62Q: 3 clusters Score -2.080257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 145014 members 
Entering Unmasked Estep 
Score: -20802576.000000 Penalty: 5900.369629
	Iteration 63Q: 3 clusters Score -2.080258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 145019 members 
Entering Unmasked Estep 
Score: -20802566.000000 Penalty: 5900.369629
	Iteration 64Q: 3 clusters Score -2.080257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 145025 members 
Entering Unmasked Estep 
Score: -20802566.000000 Penalty: 5900.369629
	Iteration 65Q: 3 clusters Score -2.080257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 145027 members 
Entering Unmasked Estep 
Score: -20802566.000000 Penalty: 5900.369629
	Iteration 66Q: 3 clusters Score -2.080257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 145031 members 
Entering Unmasked Estep 
Score: -20802568.000000 Penalty: 5900.369629
	Iteration 67Q: 3 clusters Score -2.080257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 145035 members 
Entering Unmasked Estep 
Score: -20802554.000000 Penalty: 5900.369629
	Iteration 68Q: 3 clusters Score -2.080255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 145041 members 
Entering Unmasked Estep 
Score: -20802542.000000 Penalty: 5900.369629
	Iteration 69Q: 3 clusters Score -2.080254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 145046 members 
Entering Unmasked Estep 
Score: -20802550.000000 Penalty: 5900.369629
	Iteration 70Q: 3 clusters Score -2.080255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 145053 members 
Entering Unmasked Estep 
Score: -20802554.000000 Penalty: 5900.369629
	Iteration 71Q: 3 clusters Score -2.080255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 145057 members 
Entering Unmasked Estep 
Score: -20802560.000000 Penalty: 5900.369629
	Iteration 72Q: 3 clusters Score -2.080256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 145062 members 
Entering Unmasked Estep 
Score: -20802548.000000 Penalty: 5900.369629
	Iteration 73Q: 3 clusters Score -2.080255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 145064 members 
Entering Unmasked Estep 
Score: -20802544.000000 Penalty: 5900.369629
	Iteration 74Q: 3 clusters Score -2.080254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 145065 members 
Entering Unmasked Estep 
Score: -20802548.000000 Penalty: 5900.369629
	Iteration 75Q: 3 clusters Score -2.080255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -20802552.000000 Penalty: 5900.369629
	Iteration 76Q: 3 clusters Score -2.080255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -20802556.000000 Penalty: 5900.369629
	Iteration 77Q: 3 clusters Score -2.080256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -20802568.000000 Penalty: 5900.369629
	Iteration 78Q: 3 clusters Score -2.080257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 145068 members 
Entering Unmasked Estep 
Score: -20802562.000000 Penalty: 5900.369629
	Iteration 79Q: 3 clusters Score -2.080256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -20802572.000000 Penalty: 5900.369629
	Iteration 80F: 3 clusters Score -2.080257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 145079 members 
Entering Unmasked Estep 
Score: -20802582.000000 Penalty: 5900.369629
	Iteration 81Q: 3 clusters Score -2.080258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 145088 members 
Entering Unmasked Estep 
Score: -20802582.000000 Penalty: 5900.369629
	Iteration 82Q: 3 clusters Score -2.080258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 145097 members 
Entering Unmasked Estep 
Score: -20802574.000000 Penalty: 5900.369629
	Iteration 83Q: 3 clusters Score -2.080257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 145103 members 
Entering Unmasked Estep 
Score: -20802560.000000 Penalty: 5900.369629
	Iteration 84Q: 3 clusters Score -2.080256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 145105 members 
Entering Unmasked Estep 
Score: -20802574.000000 Penalty: 5900.369629
	Iteration 85Q: 3 clusters Score -2.080257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 145113 members 
Entering Unmasked Estep 
Score: -20802590.000000 Penalty: 5900.369629
	Iteration 86Q: 3 clusters Score -2.080259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 145123 members 
Entering Unmasked Estep 
Score: -20802584.000000 Penalty: 5900.369629
	Iteration 87Q: 3 clusters Score -2.080258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 145132 members 
Entering Unmasked Estep 
Score: -20802580.000000 Penalty: 5900.369629
	Iteration 88Q: 3 clusters Score -2.080258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 145137 members 
Entering Unmasked Estep 
Score: -20802578.000000 Penalty: 5900.369629
	Iteration 89Q: 3 clusters Score -2.080258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 145143 members 
Entering Unmasked Estep 
Score: -20802566.000000 Penalty: 5900.369629
	Iteration 90Q: 3 clusters Score -2.080257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 145149 members 
Entering Unmasked Estep 
Score: -20802570.000000 Penalty: 5900.369629
	Iteration 91Q: 3 clusters Score -2.080257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 145151 members 
Entering Unmasked Estep 
Score: -20802574.000000 Penalty: 5900.369629
	Iteration 92Q: 3 clusters Score -2.080257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 145152 members 
Entering Unmasked Estep 
Score: -20802584.000000 Penalty: 5900.369629
	Iteration 93Q: 3 clusters Score -2.080258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 145153 members 
Entering Unmasked Estep 
Score: -20802578.000000 Penalty: 5900.369629
	Iteration 94Q: 3 clusters Score -2.080258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 145158 members 
Entering Unmasked Estep 
Score: -20802588.000000 Penalty: 5900.369629
	Iteration 95Q: 3 clusters Score -2.080259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 145165 members 
Entering Unmasked Estep 
Score: -20802582.000000 Penalty: 5900.369629
	Iteration 96Q: 3 clusters Score -2.080258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 145166 members 
Entering Unmasked Estep 
Score: -20802594.000000 Penalty: 5900.369629
	Iteration 97Q: 3 clusters Score -2.080259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 145167 members 
Entering Unmasked Estep 
Score: -20802590.000000 Penalty: 5900.369629
	Iteration 98Q: 3 clusters Score -2.080259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 145169 members 
Entering Unmasked Estep 
Score: -20802592.000000 Penalty: 5900.369629
	Iteration 99Q: 3 clusters Score -2.080259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 145172 members 
Entering Unmasked Estep 
Score: -20802598.000000 Penalty: 5900.369629
	Iteration 100F: 3 clusters Score -2.08026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 145177 members 
Entering Unmasked Estep 
Score: -20802602.000000 Penalty: 5900.369629
	Iteration 101Q: 3 clusters Score -2.08026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 145184 members 
Entering Unmasked Estep 
Score: -20802612.000000 Penalty: 5900.369629
	Iteration 102Q: 3 clusters Score -2.080261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 145194 members 
Entering Unmasked Estep 
Score: -20802614.000000 Penalty: 5900.369629
	Iteration 103Q: 3 clusters Score -2.080261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 145199 members 
Entering Unmasked Estep 
Score: -20802608.000000 Penalty: 5900.369629
	Iteration 104Q: 3 clusters Score -2.080261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 145204 members 
Entering Unmasked Estep 
Score: -20802606.000000 Penalty: 5900.369629
	Iteration 105Q: 3 clusters Score -2.080261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 145210 members 
Entering Unmasked Estep 
Score: -20802600.000000 Penalty: 5900.369629
	Iteration 106Q: 3 clusters Score -2.08026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 145217 members 
Entering Unmasked Estep 
Score: -20802618.000000 Penalty: 5900.369629
	Iteration 107Q: 3 clusters Score -2.080262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 145224 members 
Entering Unmasked Estep 
Score: -20802600.000000 Penalty: 5900.369629
	Iteration 108Q: 3 clusters Score -2.08026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 145232 members 
Entering Unmasked Estep 
Score: -20802604.000000 Penalty: 5900.369629
	Iteration 109Q: 3 clusters Score -2.08026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 145239 members 
Entering Unmasked Estep 
Score: -20802618.000000 Penalty: 5900.369629
	Iteration 110Q: 3 clusters Score -2.080262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 145250 members 
Entering Unmasked Estep 
Score: -20802612.000000 Penalty: 5900.369629
	Iteration 111Q: 3 clusters Score -2.080261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 145264 members 
Entering Unmasked Estep 
Score: -20802624.000000 Penalty: 5900.369629
	Iteration 112Q: 3 clusters Score -2.080262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 145270 members 
Entering Unmasked Estep 
Score: -20802640.000000 Penalty: 5900.369629
	Iteration 113Q: 3 clusters Score -2.080264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 145278 members 
Entering Unmasked Estep 
Score: -20802614.000000 Penalty: 5900.369629
	Iteration 114Q: 3 clusters Score -2.080261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 145284 members 
Entering Unmasked Estep 
Score: -20802624.000000 Penalty: 5900.369629
	Iteration 115Q: 3 clusters Score -2.080262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 145294 members 
Entering Unmasked Estep 
Score: -20802622.000000 Penalty: 5900.369629
	Iteration 116Q: 3 clusters Score -2.080262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 145300 members 
Entering Unmasked Estep 
Score: -20802630.000000 Penalty: 5900.369629
	Iteration 117Q: 3 clusters Score -2.080263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 145302 members 
Entering Unmasked Estep 
Score: -20802632.000000 Penalty: 5900.369629
	Iteration 118Q: 3 clusters Score -2.080263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 145304 members 
Entering Unmasked Estep 
Score: -20802618.000000 Penalty: 5900.369629
	Iteration 119Q: 3 clusters Score -2.080262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 145306 members 
Entering Unmasked Estep 
Score: -20802612.000000 Penalty: 5900.369629
	Iteration 120F: 3 clusters Score -2.080261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 145306 members 
Entering Unmasked Estep 
Score: -20802620.000000 Penalty: 5900.369629
	Iteration 121Q: 3 clusters Score -2.080262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 145305 members 
Entering Unmasked Estep 
Score: -20802614.000000 Penalty: 5900.369629
	Iteration 122Q: 3 clusters Score -2.080261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 145305 members 
Entering Unmasked Estep 
Score: -20802614.000000 Penalty: 5900.369629
	Iteration 123F: 3 clusters Score -2.080261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Entering Unmasked Estep 
Score: -1948049.375000 Penalty: 2360.675781
	Iteration 0F: 2 clusters Score -1948049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1938127.750000 Penalty: 4721.351562
	Iteration 0F: 3 clusters Score -1938128 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1941115.125000 Penalty: 4721.351562
	Iteration 1F: 3 clusters Score -1941115 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1941410.000000 Penalty: 4721.351562
	Iteration 2F: 3 clusters Score -1941410 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1941654.250000 Penalty: 4721.351562
	Iteration 3Q: 3 clusters Score -1941654 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1941875.000000 Penalty: 4721.351562
	Iteration 4Q: 3 clusters Score -1941875 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1942112.875000 Penalty: 4721.351562
	Iteration 5Q: 3 clusters Score -1942113 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1942376.875000 Penalty: 4721.351562
	Iteration 6Q: 3 clusters Score -1942377 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1942674.750000 Penalty: 4721.351562
	Iteration 7Q: 3 clusters Score -1942675 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1943040.750000 Penalty: 4721.351562
	Iteration 8Q: 3 clusters Score -1943041 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1943436.625000 Penalty: 4721.351562
	Iteration 9Q: 3 clusters Score -1943437 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1943901.250000 Penalty: 4721.351562
	Iteration 10Q: 3 clusters Score -1943901 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1944364.750000 Penalty: 4721.351562
	Iteration 11Q: 3 clusters Score -1944365 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1944746.375000 Penalty: 4721.351562
	Iteration 12Q: 3 clusters Score -1944746 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1945072.875000 Penalty: 4721.351562
	Iteration 13Q: 3 clusters Score -1945073 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1945344.625000 Penalty: 4721.351562
	Iteration 14Q: 3 clusters Score -1945345 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1945547.250000 Penalty: 4721.351562
	Iteration 15Q: 3 clusters Score -1945547 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1945685.750000 Penalty: 4721.351562
	Iteration 16Q: 3 clusters Score -1945686 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1945784.625000 Penalty: 4721.351562
	Iteration 17Q: 3 clusters Score -1945785 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1945844.625000 Penalty: 4721.351562
	Iteration 18Q: 3 clusters Score -1945845 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1945893.500000 Penalty: 4721.351562
	Iteration 19Q: 3 clusters Score -1945894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1945928.000000 Penalty: 4721.351562
	Iteration 20F: 3 clusters Score -1945928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1945958.250000 Penalty: 4721.351562
	Iteration 21Q: 3 clusters Score -1945958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1945981.375000 Penalty: 4721.351562
	Iteration 22Q: 3 clusters Score -1945981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1945989.750000 Penalty: 4721.351562
	Iteration 23Q: 3 clusters Score -1945990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1945996.875000 Penalty: 4721.351562
	Iteration 24Q: 3 clusters Score -1945997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1946004.125000 Penalty: 4721.351562
	Iteration 25Q: 3 clusters Score -1946004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1946012.250000 Penalty: 4721.351562
	Iteration 26Q: 3 clusters Score -1946012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1946020.375000 Penalty: 4721.351562
	Iteration 27Q: 3 clusters Score -1946020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1946022.125000 Penalty: 4721.351562
	Iteration 28Q: 3 clusters Score -1946022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1946026.750000 Penalty: 4721.351562
	Iteration 29Q: 3 clusters Score -1946027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1946031.500000 Penalty: 4721.351562
	Iteration 30Q: 3 clusters Score -1946032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1946037.000000 Penalty: 4721.351562
	Iteration 31Q: 3 clusters Score -1946037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1946037.125000 Penalty: 4721.351562
	Iteration 32Q: 3 clusters Score -1946037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1946040.500000 Penalty: 4721.351562
	Iteration 33Q: 3 clusters Score -1946040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1946040.500000 Penalty: 4721.351562
	Iteration 34F: 3 clusters Score -1946040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -60496.039062 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -60496.04 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 248 members 
Entering Unmasked Estep 
Score: -59083.078125 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -59083.08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59452.339844 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -59452.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59769.878906 Penalty: 3068.359619
	Iteration 2F: 3 clusters Score -59769.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59869.167969 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -59869.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59969.890625 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -59969.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60089.976562 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -60089.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60135.328125 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -60135.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60163.093750 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -60163.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60172.355469 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -60172.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60177.863281 Penalty: 3068.359619
	Iteration 9Q: 3 clusters Score -60177.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60182.015625 Penalty: 3068.359619
	Iteration 10Q: 3 clusters Score -60182.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60189.437500 Penalty: 3068.359619
	Iteration 11Q: 3 clusters Score -60189.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60192.679688 Penalty: 3068.359619
	Iteration 12Q: 3 clusters Score -60192.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60196.421875 Penalty: 3068.359619
	Iteration 13Q: 3 clusters Score -60196.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60198.640625 Penalty: 3068.359619
	Iteration 14Q: 3 clusters Score -60198.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60202.488281 Penalty: 3068.359619
	Iteration 15Q: 3 clusters Score -60202.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60213.097656 Penalty: 3068.359619
	Iteration 16Q: 3 clusters Score -60213.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60220.667969 Penalty: 3068.359619
	Iteration 17Q: 3 clusters Score -60220.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60221.722656 Penalty: 3068.359619
	Iteration 18Q: 3 clusters Score -60221.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60221.722656 Penalty: 3068.359619
	Iteration 19F: 3 clusters Score -60221.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -262036.968750 Penalty: 1869.678711
	Iteration 0F: 2 clusters Score -262037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -259496.281250 Penalty: 3739.357422
	Iteration 0F: 3 clusters Score -259496.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -260017.640625 Penalty: 3739.357422
	Iteration 1F: 3 clusters Score -260017.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -260237.328125 Penalty: 3739.357422
	Iteration 2F: 3 clusters Score -260237.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -260375.312500 Penalty: 3739.357422
	Iteration 3F: 3 clusters Score -260375.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -260462.859375 Penalty: 3739.357422
	Iteration 4Q: 3 clusters Score -260462.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -260530.218750 Penalty: 3739.357422
	Iteration 5Q: 3 clusters Score -260530.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -260580.406250 Penalty: 3739.357422
	Iteration 6Q: 3 clusters Score -260580.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -260610.203125 Penalty: 3739.357422
	Iteration 7Q: 3 clusters Score -260610.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -260647.531250 Penalty: 3739.357422
	Iteration 8Q: 3 clusters Score -260647.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -260680.546875 Penalty: 3739.357422
	Iteration 9Q: 3 clusters Score -260680.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -260707.484375 Penalty: 3739.357422
	Iteration 10Q: 3 clusters Score -260707.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -260748.875000 Penalty: 3739.357422
	Iteration 11Q: 3 clusters Score -260748.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -260775.171875 Penalty: 3739.357422
	Iteration 12Q: 3 clusters Score -260775.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -260788.390625 Penalty: 3739.357422
	Iteration 13Q: 3 clusters Score -260788.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -260798.625000 Penalty: 3739.357422
	Iteration 14Q: 3 clusters Score -260798.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -260805.640625 Penalty: 3739.357422
	Iteration 15Q: 3 clusters Score -260805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -260809.687500 Penalty: 3739.357422
	Iteration 16Q: 3 clusters Score -260809.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -260816.218750 Penalty: 3739.357422
	Iteration 17Q: 3 clusters Score -260816.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -260819.484375 Penalty: 3739.357422
	Iteration 18Q: 3 clusters Score -260819.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -260823.531250 Penalty: 3739.357422
	Iteration 19Q: 3 clusters Score -260823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -260827.500000 Penalty: 3739.357422
	Iteration 20F: 3 clusters Score -260827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -260830.671875 Penalty: 3739.357422
	Iteration 21Q: 3 clusters Score -260830.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -260833.515625 Penalty: 3739.357422
	Iteration 22Q: 3 clusters Score -260833.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -260835.359375 Penalty: 3739.357422
	Iteration 23Q: 3 clusters Score -260835.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -260835.656250 Penalty: 3739.357422
	Iteration 24Q: 3 clusters Score -260835.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -260835.656250 Penalty: 3739.357422
	Iteration 25F: 3 clusters Score -260835.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -24205.589844 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -24205.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23054.898438 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -23054.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23165.507812 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -23165.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23217.611328 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -23217.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23242.275391 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -23242.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23261.929688 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -23261.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23273.474609 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -23273.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23291.833984 Penalty: 2738.644775
	Iteration 6Q: 3 clusters Score -23291.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23303.433594 Penalty: 2738.644775
	Iteration 7Q: 3 clusters Score -23303.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23304.992188 Penalty: 2738.644775
	Iteration 8Q: 3 clusters Score -23304.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23304.992188 Penalty: 2738.644775
	Iteration 9F: 3 clusters Score -23304.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (151713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151713 members 
Entering Unmasked Estep 
Score: -21279032.000000 Penalty: 2958.576904
	Iteration 0F: 2 clusters Score -2.127903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 75664 members 
Entering Unmasked Estep 
Score: -21181198.000000 Penalty: 5917.153809
	Iteration 0F: 3 clusters Score -2.11812e+07 nChanged 72985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -21224244.000000 Penalty: 5917.153809
	Iteration 1F: 3 clusters Score -2.122424e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -21225848.000000 Penalty: 5917.153809
	Iteration 2Q: 3 clusters Score -2.122585e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -21228324.000000 Penalty: 5917.153809
	Iteration 3Q: 3 clusters Score -2.122832e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -21232000.000000 Penalty: 5917.153809
	Iteration 4Q: 3 clusters Score -2.1232e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95632 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -21237640.000000 Penalty: 5917.153809
	Iteration 5Q: 3 clusters Score -2.123764e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101646 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -21244436.000000 Penalty: 5917.153809
	Iteration 6F: 3 clusters Score -2.124444e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107195 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -21251070.000000 Penalty: 5917.153809
	Iteration 7F: 3 clusters Score -2.125107e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -21256442.000000 Penalty: 5917.153809
	Iteration 8F: 3 clusters Score -2.125644e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114714 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -21260084.000000 Penalty: 5917.153809
	Iteration 9Q: 3 clusters Score -2.126008e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116898 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -21262472.000000 Penalty: 5917.153809
	Iteration 10Q: 3 clusters Score -2.126247e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118552 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -21264048.000000 Penalty: 5917.153809
	Iteration 11Q: 3 clusters Score -2.126405e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120003 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -21264806.000000 Penalty: 5917.153809
	Iteration 12Q: 3 clusters Score -2.126481e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121314 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -21265466.000000 Penalty: 5917.153809
	Iteration 13Q: 3 clusters Score -2.126547e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122602 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -21265842.000000 Penalty: 5917.153809
	Iteration 14Q: 3 clusters Score -2.126584e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123893 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -21266148.000000 Penalty: 5917.153809
	Iteration 15Q: 3 clusters Score -2.126615e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125203 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -21266574.000000 Penalty: 5917.153809
	Iteration 16Q: 3 clusters Score -2.126657e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126479 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -21267066.000000 Penalty: 5917.153809
	Iteration 17Q: 3 clusters Score -2.126707e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127775 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -21267452.000000 Penalty: 5917.153809
	Iteration 18Q: 3 clusters Score -2.126745e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128987 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -21267906.000000 Penalty: 5917.153809
	Iteration 19Q: 3 clusters Score -2.126791e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130164 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -21268362.000000 Penalty: 5917.153809
	Iteration 20F: 3 clusters Score -2.126836e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131270 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -21268724.000000 Penalty: 5917.153809
	Iteration 21Q: 3 clusters Score -2.126872e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132399 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -21269132.000000 Penalty: 5917.153809
	Iteration 22Q: 3 clusters Score -2.126913e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133544 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -21269564.000000 Penalty: 5917.153809
	Iteration 23Q: 3 clusters Score -2.126956e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -21270100.000000 Penalty: 5917.153809
	Iteration 24Q: 3 clusters Score -2.12701e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135789 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -21270550.000000 Penalty: 5917.153809
	Iteration 25Q: 3 clusters Score -2.127055e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136840 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -21270992.000000 Penalty: 5917.153809
	Iteration 26Q: 3 clusters Score -2.127099e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137817 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -21271374.000000 Penalty: 5917.153809
	Iteration 27Q: 3 clusters Score -2.127137e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138744 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -21271808.000000 Penalty: 5917.153809
	Iteration 28Q: 3 clusters Score -2.127181e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139597 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -21272202.000000 Penalty: 5917.153809
	Iteration 29Q: 3 clusters Score -2.12722e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140422 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -21272508.000000 Penalty: 5917.153809
	Iteration 30Q: 3 clusters Score -2.127251e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141241 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -21272854.000000 Penalty: 5917.153809
	Iteration 31Q: 3 clusters Score -2.127285e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142025 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -21273102.000000 Penalty: 5917.153809
	Iteration 32Q: 3 clusters Score -2.12731e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142780 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -21273504.000000 Penalty: 5917.153809
	Iteration 33Q: 3 clusters Score -2.12735e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143471 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -21273828.000000 Penalty: 5917.153809
	Iteration 34Q: 3 clusters Score -2.127383e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144106 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -21274000.000000 Penalty: 5917.153809
	Iteration 35Q: 3 clusters Score -2.1274e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144627 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -21274226.000000 Penalty: 5917.153809
	Iteration 36Q: 3 clusters Score -2.127423e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145076 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -21274450.000000 Penalty: 5917.153809
	Iteration 37Q: 3 clusters Score -2.127445e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145487 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -21274586.000000 Penalty: 5917.153809
	Iteration 38Q: 3 clusters Score -2.127459e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145863 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -21274772.000000 Penalty: 5917.153809
	Iteration 39Q: 3 clusters Score -2.127477e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146196 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -21274948.000000 Penalty: 5917.153809
	Iteration 40F: 3 clusters Score -2.127495e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146501 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -21275050.000000 Penalty: 5917.153809
	Iteration 41Q: 3 clusters Score -2.127505e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146764 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -21275212.000000 Penalty: 5917.153809
	Iteration 42Q: 3 clusters Score -2.127521e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147000 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -21275306.000000 Penalty: 5917.153809
	Iteration 43Q: 3 clusters Score -2.127531e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147215 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -21275344.000000 Penalty: 5917.153809
	Iteration 44Q: 3 clusters Score -2.127534e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147411 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -21275434.000000 Penalty: 5917.153809
	Iteration 45Q: 3 clusters Score -2.127543e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147567 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -21275460.000000 Penalty: 5917.153809
	Iteration 46Q: 3 clusters Score -2.127546e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147717 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -21275568.000000 Penalty: 5917.153809
	Iteration 47Q: 3 clusters Score -2.127557e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147869 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -21275578.000000 Penalty: 5917.153809
	Iteration 48Q: 3 clusters Score -2.127558e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148007 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -21275630.000000 Penalty: 5917.153809
	Iteration 49Q: 3 clusters Score -2.127563e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148115 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -21275744.000000 Penalty: 5917.153809
	Iteration 50Q: 3 clusters Score -2.127574e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148213 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -21275724.000000 Penalty: 5917.153809
	Iteration 51Q: 3 clusters Score -2.127572e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148300 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -21275766.000000 Penalty: 5917.153809
	Iteration 52Q: 3 clusters Score -2.127577e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148366 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -21275778.000000 Penalty: 5917.153809
	Iteration 53Q: 3 clusters Score -2.127578e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -21275794.000000 Penalty: 5917.153809
	Iteration 54Q: 3 clusters Score -2.127579e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148492 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -21275822.000000 Penalty: 5917.153809
	Iteration 55Q: 3 clusters Score -2.127582e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148547 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -21275856.000000 Penalty: 5917.153809
	Iteration 56Q: 3 clusters Score -2.127586e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148603 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -21275886.000000 Penalty: 5917.153809
	Iteration 57Q: 3 clusters Score -2.127589e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148661 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -21275902.000000 Penalty: 5917.153809
	Iteration 58Q: 3 clusters Score -2.12759e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -21275918.000000 Penalty: 5917.153809
	Iteration 59Q: 3 clusters Score -2.127592e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148781 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -21275958.000000 Penalty: 5917.153809
	Iteration 60F: 3 clusters Score -2.127596e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148827 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -21275986.000000 Penalty: 5917.153809
	Iteration 61Q: 3 clusters Score -2.127599e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148862 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -21276004.000000 Penalty: 5917.153809
	Iteration 62Q: 3 clusters Score -2.1276e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148909 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -21276026.000000 Penalty: 5917.153809
	Iteration 63Q: 3 clusters Score -2.127603e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148947 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -21276030.000000 Penalty: 5917.153809
	Iteration 64Q: 3 clusters Score -2.127603e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148979 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -21276026.000000 Penalty: 5917.153809
	Iteration 65Q: 3 clusters Score -2.127603e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149005 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -21276032.000000 Penalty: 5917.153809
	Iteration 66Q: 3 clusters Score -2.127603e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149034 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -21276048.000000 Penalty: 5917.153809
	Iteration 67Q: 3 clusters Score -2.127605e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149063 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -21276020.000000 Penalty: 5917.153809
	Iteration 68Q: 3 clusters Score -2.127602e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149083 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -21276032.000000 Penalty: 5917.153809
	Iteration 69Q: 3 clusters Score -2.127603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149108 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -21276042.000000 Penalty: 5917.153809
	Iteration 70Q: 3 clusters Score -2.127604e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149131 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -21276054.000000 Penalty: 5917.153809
	Iteration 71Q: 3 clusters Score -2.127605e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149159 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -21276084.000000 Penalty: 5917.153809
	Iteration 72Q: 3 clusters Score -2.127608e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149185 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -21276062.000000 Penalty: 5917.153809
	Iteration 73Q: 3 clusters Score -2.127606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149216 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -21276064.000000 Penalty: 5917.153809
	Iteration 74Q: 3 clusters Score -2.127606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149238 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -21276074.000000 Penalty: 5917.153809
	Iteration 75Q: 3 clusters Score -2.127607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149256 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -21276084.000000 Penalty: 5917.153809
	Iteration 76Q: 3 clusters Score -2.127608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149275 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -21276092.000000 Penalty: 5917.153809
	Iteration 77Q: 3 clusters Score -2.127609e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149298 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -21276096.000000 Penalty: 5917.153809
	Iteration 78Q: 3 clusters Score -2.12761e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149314 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -21276102.000000 Penalty: 5917.153809
	Iteration 79Q: 3 clusters Score -2.12761e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149324 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -21276106.000000 Penalty: 5917.153809
	Iteration 80F: 3 clusters Score -2.127611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149343 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -21276116.000000 Penalty: 5917.153809
	Iteration 81Q: 3 clusters Score -2.127612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149364 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -21276116.000000 Penalty: 5917.153809
	Iteration 82Q: 3 clusters Score -2.127612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149375 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -21276134.000000 Penalty: 5917.153809
	Iteration 83Q: 3 clusters Score -2.127613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149381 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -21276140.000000 Penalty: 5917.153809
	Iteration 84Q: 3 clusters Score -2.127614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149383 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -21276136.000000 Penalty: 5917.153809
	Iteration 85Q: 3 clusters Score -2.127614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -21276158.000000 Penalty: 5917.153809
	Iteration 86Q: 3 clusters Score -2.127616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149413 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -21276160.000000 Penalty: 5917.153809
	Iteration 87Q: 3 clusters Score -2.127616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149423 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21276156.000000 Penalty: 5917.153809
	Iteration 88Q: 3 clusters Score -2.127616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149432 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -21276176.000000 Penalty: 5917.153809
	Iteration 89Q: 3 clusters Score -2.127618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -21276182.000000 Penalty: 5917.153809
	Iteration 90Q: 3 clusters Score -2.127618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149449 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21276178.000000 Penalty: 5917.153809
	Iteration 91Q: 3 clusters Score -2.127618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149458 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21276152.000000 Penalty: 5917.153809
	Iteration 92Q: 3 clusters Score -2.127615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149467 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -21276162.000000 Penalty: 5917.153809
	Iteration 93Q: 3 clusters Score -2.127616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149468 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -21276168.000000 Penalty: 5917.153809
	Iteration 94Q: 3 clusters Score -2.127617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149472 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -21276170.000000 Penalty: 5917.153809
	Iteration 95Q: 3 clusters Score -2.127617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149474 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -21276168.000000 Penalty: 5917.153809
	Iteration 96Q: 3 clusters Score -2.127617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149476 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -21276170.000000 Penalty: 5917.153809
	Iteration 97Q: 3 clusters Score -2.127617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149476 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -21276170.000000 Penalty: 5917.153809
	Iteration 98F: 3 clusters Score -2.127617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Entering Unmasked Estep 
Score: -979389.125000 Penalty: 2193.323730
	Iteration 0F: 2 clusters Score -979389.1 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 3470 members 
Entering Unmasked Estep 
Score: -973646.437500 Penalty: 4386.647461
	Iteration 0F: 3 clusters Score -973646.4 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -975085.250000 Penalty: 4386.647461
	Iteration 1F: 3 clusters Score -975085.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -975302.875000 Penalty: 4386.647461
	Iteration 2F: 3 clusters Score -975302.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -975464.937500 Penalty: 4386.647461
	Iteration 3Q: 3 clusters Score -975464.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -975608.187500 Penalty: 4386.647461
	Iteration 4Q: 3 clusters Score -975608.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -975745.750000 Penalty: 4386.647461
	Iteration 5Q: 3 clusters Score -975745.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -975865.500000 Penalty: 4386.647461
	Iteration 6Q: 3 clusters Score -975865.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -975984.437500 Penalty: 4386.647461
	Iteration 7Q: 3 clusters Score -975984.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -976097.000000 Penalty: 4386.647461
	Iteration 8Q: 3 clusters Score -976097 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -976202.500000 Penalty: 4386.647461
	Iteration 9Q: 3 clusters Score -976202.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -976306.437500 Penalty: 4386.647461
	Iteration 10Q: 3 clusters Score -976306.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -976397.312500 Penalty: 4386.647461
	Iteration 11Q: 3 clusters Score -976397.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -976488.937500 Penalty: 4386.647461
	Iteration 12Q: 3 clusters Score -976488.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -976582.250000 Penalty: 4386.647461
	Iteration 13Q: 3 clusters Score -976582.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -976663.437500 Penalty: 4386.647461
	Iteration 14Q: 3 clusters Score -976663.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -976746.937500 Penalty: 4386.647461
	Iteration 15Q: 3 clusters Score -976746.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -976847.375000 Penalty: 4386.647461
	Iteration 16Q: 3 clusters Score -976847.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -976958.875000 Penalty: 4386.647461
	Iteration 17Q: 3 clusters Score -976958.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -977064.375000 Penalty: 4386.647461
	Iteration 18Q: 3 clusters Score -977064.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -977151.937500 Penalty: 4386.647461
	Iteration 19Q: 3 clusters Score -977151.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -977217.750000 Penalty: 4386.647461
	Iteration 20F: 3 clusters Score -977217.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -977276.500000 Penalty: 4386.647461
	Iteration 21Q: 3 clusters Score -977276.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -977324.500000 Penalty: 4386.647461
	Iteration 22Q: 3 clusters Score -977324.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -977350.562500 Penalty: 4386.647461
	Iteration 23Q: 3 clusters Score -977350.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -977370.250000 Penalty: 4386.647461
	Iteration 24Q: 3 clusters Score -977370.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -977382.500000 Penalty: 4386.647461
	Iteration 25Q: 3 clusters Score -977382.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -977391.937500 Penalty: 4386.647461
	Iteration 26Q: 3 clusters Score -977391.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -977397.187500 Penalty: 4386.647461
	Iteration 27Q: 3 clusters Score -977397.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -977406.500000 Penalty: 4386.647461
	Iteration 28Q: 3 clusters Score -977406.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -977413.875000 Penalty: 4386.647461
	Iteration 29Q: 3 clusters Score -977413.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -977418.875000 Penalty: 4386.647461
	Iteration 30Q: 3 clusters Score -977418.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -977421.687500 Penalty: 4386.647461
	Iteration 31Q: 3 clusters Score -977421.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -977429.250000 Penalty: 4386.647461
	Iteration 32Q: 3 clusters Score -977429.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -977431.062500 Penalty: 4386.647461
	Iteration 33Q: 3 clusters Score -977431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -977432.562500 Penalty: 4386.647461
	Iteration 34Q: 3 clusters Score -977432.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -977434.062500 Penalty: 4386.647461
	Iteration 35Q: 3 clusters Score -977434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -977437.437500 Penalty: 4386.647461
	Iteration 36Q: 3 clusters Score -977437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -977437.687500 Penalty: 4386.647461
	Iteration 37Q: 3 clusters Score -977437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -977440.250000 Penalty: 4386.647461
	Iteration 38Q: 3 clusters Score -977440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -977441.125000 Penalty: 4386.647461
	Iteration 39Q: 3 clusters Score -977441.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -977444.437500 Penalty: 4386.647461
	Iteration 40F: 3 clusters Score -977444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -977445.187500 Penalty: 4386.647461
	Iteration 41Q: 3 clusters Score -977445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -977445.187500 Penalty: 4386.647461
	Iteration 42F: 3 clusters Score -977445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Entering Unmasked Estep 
Score: -4928952.000000 Penalty: 2591.489502
	Iteration 0F: 2 clusters Score -4928952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -4905381.500000 Penalty: 5182.979004
	Iteration 0F: 3 clusters Score -4905382 nChanged 15635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4913880.500000 Penalty: 5182.979004
	Iteration 1F: 3 clusters Score -4913880 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4914247.500000 Penalty: 5182.979004
	Iteration 2Q: 3 clusters Score -4914248 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -4914600.000000 Penalty: 5182.979004
	Iteration 3Q: 3 clusters Score -4914600 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4914948.500000 Penalty: 5182.979004
	Iteration 4Q: 3 clusters Score -4914948 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4915297.000000 Penalty: 5182.979004
	Iteration 5Q: 3 clusters Score -4915297 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4915711.000000 Penalty: 5182.979004
	Iteration 6Q: 3 clusters Score -4915711 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4916324.500000 Penalty: 5182.979004
	Iteration 7Q: 3 clusters Score -4916324 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -4917182.500000 Penalty: 5182.979004
	Iteration 8Q: 3 clusters Score -4917182 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -4918455.500000 Penalty: 5182.979004
	Iteration 9F: 3 clusters Score -4918456 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -4920218.500000 Penalty: 5182.979004
	Iteration 10F: 3 clusters Score -4920218 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -4922249.000000 Penalty: 5182.979004
	Iteration 11F: 3 clusters Score -4922249 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4923976.000000 Penalty: 5182.979004
	Iteration 12F: 3 clusters Score -4923976 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -4924964.500000 Penalty: 5182.979004
	Iteration 13Q: 3 clusters Score -4924964 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4925448.000000 Penalty: 5182.979004
	Iteration 14Q: 3 clusters Score -4925448 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -4925765.000000 Penalty: 5182.979004
	Iteration 15Q: 3 clusters Score -4925765 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -4925949.500000 Penalty: 5182.979004
	Iteration 16Q: 3 clusters Score -4925950 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -4926115.000000 Penalty: 5182.979004
	Iteration 17Q: 3 clusters Score -4926115 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4926207.000000 Penalty: 5182.979004
	Iteration 18Q: 3 clusters Score -4926207 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -4926285.500000 Penalty: 5182.979004
	Iteration 19Q: 3 clusters Score -4926286 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4926355.000000 Penalty: 5182.979004
	Iteration 20F: 3 clusters Score -4926355 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4926429.000000 Penalty: 5182.979004
	Iteration 21Q: 3 clusters Score -4926429 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -4926508.500000 Penalty: 5182.979004
	Iteration 22Q: 3 clusters Score -4926508 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -4926523.000000 Penalty: 5182.979004
	Iteration 23Q: 3 clusters Score -4926523 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -4926550.500000 Penalty: 5182.979004
	Iteration 24Q: 3 clusters Score -4926550 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -4926584.500000 Penalty: 5182.979004
	Iteration 25Q: 3 clusters Score -4926584 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4926613.500000 Penalty: 5182.979004
	Iteration 26Q: 3 clusters Score -4926614 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4926657.000000 Penalty: 5182.979004
	Iteration 27Q: 3 clusters Score -4926657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -4926684.000000 Penalty: 5182.979004
	Iteration 28Q: 3 clusters Score -4926684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -4926690.000000 Penalty: 5182.979004
	Iteration 29Q: 3 clusters Score -4926690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4926733.500000 Penalty: 5182.979004
	Iteration 30Q: 3 clusters Score -4926734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -4926730.500000 Penalty: 5182.979004
	Iteration 31Q: 3 clusters Score -4926730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4926757.500000 Penalty: 5182.979004
	Iteration 32Q: 3 clusters Score -4926758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4926767.500000 Penalty: 5182.979004
	Iteration 33Q: 3 clusters Score -4926768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4926782.500000 Penalty: 5182.979004
	Iteration 34Q: 3 clusters Score -4926782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4926786.000000 Penalty: 5182.979004
	Iteration 35Q: 3 clusters Score -4926786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -4926798.000000 Penalty: 5182.979004
	Iteration 36Q: 3 clusters Score -4926798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -4926812.500000 Penalty: 5182.979004
	Iteration 37Q: 3 clusters Score -4926812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4926819.500000 Penalty: 5182.979004
	Iteration 38Q: 3 clusters Score -4926820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4926832.500000 Penalty: 5182.979004
	Iteration 39Q: 3 clusters Score -4926832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4926838.000000 Penalty: 5182.979004
	Iteration 40F: 3 clusters Score -4926838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4926839.000000 Penalty: 5182.979004
	Iteration 41Q: 3 clusters Score -4926839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4926846.500000 Penalty: 5182.979004
	Iteration 42Q: 3 clusters Score -4926846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4926853.000000 Penalty: 5182.979004
	Iteration 43Q: 3 clusters Score -4926853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4926855.500000 Penalty: 5182.979004
	Iteration 44Q: 3 clusters Score -4926856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4926862.000000 Penalty: 5182.979004
	Iteration 45Q: 3 clusters Score -4926862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4926868.500000 Penalty: 5182.979004
	Iteration 46Q: 3 clusters Score -4926868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4926874.000000 Penalty: 5182.979004
	Iteration 47Q: 3 clusters Score -4926874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4926876.500000 Penalty: 5182.979004
	Iteration 48Q: 3 clusters Score -4926876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4926873.500000 Penalty: 5182.979004
	Iteration 49Q: 3 clusters Score -4926874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4926881.500000 Penalty: 5182.979004
	Iteration 50Q: 3 clusters Score -4926882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -4926883.000000 Penalty: 5182.979004
	Iteration 51Q: 3 clusters Score -4926883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -4926883.500000 Penalty: 5182.979004
	Iteration 52Q: 3 clusters Score -4926884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -4926883.500000 Penalty: 5182.979004
	Iteration 53Q: 3 clusters Score -4926884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -4926891.500000 Penalty: 5182.979004
	Iteration 54Q: 3 clusters Score -4926892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4926898.500000 Penalty: 5182.979004
	Iteration 55Q: 3 clusters Score -4926898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4926901.500000 Penalty: 5182.979004
	Iteration 56Q: 3 clusters Score -4926902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -4926894.500000 Penalty: 5182.979004
	Iteration 57Q: 3 clusters Score -4926894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4926898.000000 Penalty: 5182.979004
	Iteration 58Q: 3 clusters Score -4926898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -4926897.000000 Penalty: 5182.979004
	Iteration 59Q: 3 clusters Score -4926897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -4926897.000000 Penalty: 5182.979004
	Iteration 60F: 3 clusters Score -4926897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4926903.500000 Penalty: 5182.979004
	Iteration 61Q: 3 clusters Score -4926904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -4926913.000000 Penalty: 5182.979004
	Iteration 62Q: 3 clusters Score -4926913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -4926914.500000 Penalty: 5182.979004
	Iteration 63Q: 3 clusters Score -4926914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4926910.500000 Penalty: 5182.979004
	Iteration 64Q: 3 clusters Score -4926910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -4926907.500000 Penalty: 5182.979004
	Iteration 65Q: 3 clusters Score -4926908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -4926908.000000 Penalty: 5182.979004
	Iteration 66Q: 3 clusters Score -4926908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -4926907.500000 Penalty: 5182.979004
	Iteration 67Q: 3 clusters Score -4926908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -4926907.500000 Penalty: 5182.979004
	Iteration 68Q: 3 clusters Score -4926908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -4926909.500000 Penalty: 5182.979004
	Iteration 69Q: 3 clusters Score -4926910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -4926918.000000 Penalty: 5182.979004
	Iteration 70Q: 3 clusters Score -4926918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4926915.500000 Penalty: 5182.979004
	Iteration 71Q: 3 clusters Score -4926916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -4926918.500000 Penalty: 5182.979004
	Iteration 72Q: 3 clusters Score -4926918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -4926918.500000 Penalty: 5182.979004
	Iteration 73F: 3 clusters Score -4926918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148594 members 
Entering Unmasked Estep 
Score: -20913136.000000 Penalty: 2953.425293
	Iteration 0F: 2 clusters Score -2.091314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -20815406.000000 Penalty: 5906.850586
	Iteration 0F: 3 clusters Score -2.081541e+07 nChanged 71052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -20855926.000000 Penalty: 5906.850586
	Iteration 1F: 3 clusters Score -2.085593e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -20856776.000000 Penalty: 5906.850586
	Iteration 2Q: 3 clusters Score -2.085678e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -20857806.000000 Penalty: 5906.850586
	Iteration 3Q: 3 clusters Score -2.085781e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 81979 members 
Entering Unmasked Estep 
Score: -20859316.000000 Penalty: 5906.850586
	Iteration 4Q: 3 clusters Score -2.085932e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -20861764.000000 Penalty: 5906.850586
	Iteration 5Q: 3 clusters Score -2.086176e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -20865332.000000 Penalty: 5906.850586
	Iteration 6Q: 3 clusters Score -2.086533e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 98851 members 
Entering Unmasked Estep 
Score: -20870884.000000 Penalty: 5906.850586
	Iteration 7F: 3 clusters Score -2.087088e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -20878206.000000 Penalty: 5906.850586
	Iteration 8F: 3 clusters Score -2.087821e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 115880 members 
Entering Unmasked Estep 
Score: -20886096.000000 Penalty: 5906.850586
	Iteration 9F: 3 clusters Score -2.08861e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 122978 members 
Entering Unmasked Estep 
Score: -20892752.000000 Penalty: 5906.850586
	Iteration 10F: 3 clusters Score -2.089275e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 128297 members 
Entering Unmasked Estep 
Score: -20897592.000000 Penalty: 5906.850586
	Iteration 11Q: 3 clusters Score -2.089759e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 132259 members 
Entering Unmasked Estep 
Score: -20900754.000000 Penalty: 5906.850586
	Iteration 12Q: 3 clusters Score -2.090075e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 135401 members 
Entering Unmasked Estep 
Score: -20903146.000000 Penalty: 5906.850586
	Iteration 13Q: 3 clusters Score -2.090315e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 138106 members 
Entering Unmasked Estep 
Score: -20905068.000000 Penalty: 5906.850586
	Iteration 14Q: 3 clusters Score -2.090507e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 140311 members 
Entering Unmasked Estep 
Score: -20906572.000000 Penalty: 5906.850586
	Iteration 15Q: 3 clusters Score -2.090657e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 142044 members 
Entering Unmasked Estep 
Score: -20907688.000000 Penalty: 5906.850586
	Iteration 16Q: 3 clusters Score -2.090769e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 143379 members 
Entering Unmasked Estep 
Score: -20908680.000000 Penalty: 5906.850586
	Iteration 17Q: 3 clusters Score -2.090868e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 144357 members 
Entering Unmasked Estep 
Score: -20909272.000000 Penalty: 5906.850586
	Iteration 18Q: 3 clusters Score -2.090927e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 145082 members 
Entering Unmasked Estep 
Score: -20909766.000000 Penalty: 5906.850586
	Iteration 19Q: 3 clusters Score -2.090977e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 145568 members 
Entering Unmasked Estep 
Score: -20910052.000000 Penalty: 5906.850586
	Iteration 20F: 3 clusters Score -2.091005e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 145889 members 
Entering Unmasked Estep 
Score: -20910246.000000 Penalty: 5906.850586
	Iteration 21Q: 3 clusters Score -2.091025e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 146156 members 
Entering Unmasked Estep 
Score: -20910376.000000 Penalty: 5906.850586
	Iteration 22Q: 3 clusters Score -2.091038e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 146339 members 
Entering Unmasked Estep 
Score: -20910506.000000 Penalty: 5906.850586
	Iteration 23Q: 3 clusters Score -2.091051e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 146468 members 
Entering Unmasked Estep 
Score: -20910558.000000 Penalty: 5906.850586
	Iteration 24Q: 3 clusters Score -2.091056e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 146589 members 
Entering Unmasked Estep 
Score: -20910612.000000 Penalty: 5906.850586
	Iteration 25Q: 3 clusters Score -2.091061e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 146680 members 
Entering Unmasked Estep 
Score: -20910658.000000 Penalty: 5906.850586
	Iteration 26Q: 3 clusters Score -2.091066e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 146738 members 
Entering Unmasked Estep 
Score: -20910700.000000 Penalty: 5906.850586
	Iteration 27Q: 3 clusters Score -2.09107e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 146791 members 
Entering Unmasked Estep 
Score: -20910714.000000 Penalty: 5906.850586
	Iteration 28Q: 3 clusters Score -2.091071e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 146845 members 
Entering Unmasked Estep 
Score: -20910738.000000 Penalty: 5906.850586
	Iteration 29Q: 3 clusters Score -2.091074e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 146878 members 
Entering Unmasked Estep 
Score: -20910734.000000 Penalty: 5906.850586
	Iteration 30Q: 3 clusters Score -2.091073e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 146913 members 
Entering Unmasked Estep 
Score: -20910752.000000 Penalty: 5906.850586
	Iteration 31Q: 3 clusters Score -2.091075e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 146940 members 
Entering Unmasked Estep 
Score: -20910756.000000 Penalty: 5906.850586
	Iteration 32Q: 3 clusters Score -2.091076e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 146946 members 
Entering Unmasked Estep 
Score: -20910782.000000 Penalty: 5906.850586
	Iteration 33Q: 3 clusters Score -2.091078e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 146961 members 
Entering Unmasked Estep 
Score: -20910810.000000 Penalty: 5906.850586
	Iteration 34Q: 3 clusters Score -2.091081e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 146984 members 
Entering Unmasked Estep 
Score: -20910806.000000 Penalty: 5906.850586
	Iteration 35Q: 3 clusters Score -2.091081e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 147009 members 
Entering Unmasked Estep 
Score: -20910800.000000 Penalty: 5906.850586
	Iteration 36Q: 3 clusters Score -2.09108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 147026 members 
Entering Unmasked Estep 
Score: -20910812.000000 Penalty: 5906.850586
	Iteration 37Q: 3 clusters Score -2.091081e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 147047 members 
Entering Unmasked Estep 
Score: -20910850.000000 Penalty: 5906.850586
	Iteration 38Q: 3 clusters Score -2.091085e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 147049 members 
Entering Unmasked Estep 
Score: -20910874.000000 Penalty: 5906.850586
	Iteration 39Q: 3 clusters Score -2.091087e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 147060 members 
Entering Unmasked Estep 
Score: -20910884.000000 Penalty: 5906.850586
	Iteration 40F: 3 clusters Score -2.091088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 147068 members 
Entering Unmasked Estep 
Score: -20910878.000000 Penalty: 5906.850586
	Iteration 41Q: 3 clusters Score -2.091088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 147073 members 
Entering Unmasked Estep 
Score: -20910886.000000 Penalty: 5906.850586
	Iteration 42Q: 3 clusters Score -2.091089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 147075 members 
Entering Unmasked Estep 
Score: -20910902.000000 Penalty: 5906.850586
	Iteration 43Q: 3 clusters Score -2.09109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -20910898.000000 Penalty: 5906.850586
	Iteration 44Q: 3 clusters Score -2.09109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 147085 members 
Entering Unmasked Estep 
Score: -20910896.000000 Penalty: 5906.850586
	Iteration 45Q: 3 clusters Score -2.09109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 147084 members 
Entering Unmasked Estep 
Score: -20910894.000000 Penalty: 5906.850586
	Iteration 46Q: 3 clusters Score -2.091089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 147088 members 
Entering Unmasked Estep 
Score: -20910890.000000 Penalty: 5906.850586
	Iteration 47Q: 3 clusters Score -2.091089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 147089 members 
Entering Unmasked Estep 
Score: -20910892.000000 Penalty: 5906.850586
	Iteration 48Q: 3 clusters Score -2.091089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 147094 members 
Entering Unmasked Estep 
Score: -20910892.000000 Penalty: 5906.850586
	Iteration 49Q: 3 clusters Score -2.091089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 147101 members 
Entering Unmasked Estep 
Score: -20910908.000000 Penalty: 5906.850586
	Iteration 50Q: 3 clusters Score -2.091091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 147106 members 
Entering Unmasked Estep 
Score: -20910904.000000 Penalty: 5906.850586
	Iteration 51Q: 3 clusters Score -2.09109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -20910924.000000 Penalty: 5906.850586
	Iteration 52Q: 3 clusters Score -2.091092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 147111 members 
Entering Unmasked Estep 
Score: -20910920.000000 Penalty: 5906.850586
	Iteration 53Q: 3 clusters Score -2.091092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 147114 members 
Entering Unmasked Estep 
Score: -20910928.000000 Penalty: 5906.850586
	Iteration 54Q: 3 clusters Score -2.091093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 147115 members 
Entering Unmasked Estep 
Score: -20910932.000000 Penalty: 5906.850586
	Iteration 55Q: 3 clusters Score -2.091093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -20910932.000000 Penalty: 5906.850586
	Iteration 56Q: 3 clusters Score -2.091093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -20910936.000000 Penalty: 5906.850586
	Iteration 57Q: 3 clusters Score -2.091094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -20910918.000000 Penalty: 5906.850586
	Iteration 58Q: 3 clusters Score -2.091092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 147123 members 
Entering Unmasked Estep 
Score: -20910928.000000 Penalty: 5906.850586
	Iteration 59Q: 3 clusters Score -2.091093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 147126 members 
Entering Unmasked Estep 
Score: -20910932.000000 Penalty: 5906.850586
	Iteration 60F: 3 clusters Score -2.091093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 147129 members 
Entering Unmasked Estep 
Score: -20910944.000000 Penalty: 5906.850586
	Iteration 61Q: 3 clusters Score -2.091094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 147124 members 
Entering Unmasked Estep 
Score: -20910932.000000 Penalty: 5906.850586
	Iteration 62Q: 3 clusters Score -2.091093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 147123 members 
Entering Unmasked Estep 
Score: -20910918.000000 Penalty: 5906.850586
	Iteration 63Q: 3 clusters Score -2.091092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 147120 members 
Entering Unmasked Estep 
Score: -20910922.000000 Penalty: 5906.850586
	Iteration 64Q: 3 clusters Score -2.091092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 147120 members 
Entering Unmasked Estep 
Score: -20910920.000000 Penalty: 5906.850586
	Iteration 65Q: 3 clusters Score -2.091092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 147123 members 
Entering Unmasked Estep 
Score: -20910940.000000 Penalty: 5906.850586
	Iteration 66Q: 3 clusters Score -2.091094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 147126 members 
Entering Unmasked Estep 
Score: -20910922.000000 Penalty: 5906.850586
	Iteration 67Q: 3 clusters Score -2.091092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 147129 members 
Entering Unmasked Estep 
Score: -20910920.000000 Penalty: 5906.850586
	Iteration 68Q: 3 clusters Score -2.091092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 147136 members 
Entering Unmasked Estep 
Score: -20910930.000000 Penalty: 5906.850586
	Iteration 69Q: 3 clusters Score -2.091093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 147140 members 
Entering Unmasked Estep 
Score: -20910926.000000 Penalty: 5906.850586
	Iteration 70Q: 3 clusters Score -2.091093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 147145 members 
Entering Unmasked Estep 
Score: -20910912.000000 Penalty: 5906.850586
	Iteration 71Q: 3 clusters Score -2.091091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 147147 members 
Entering Unmasked Estep 
Score: -20910930.000000 Penalty: 5906.850586
	Iteration 72Q: 3 clusters Score -2.091093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 147151 members 
Entering Unmasked Estep 
Score: -20910922.000000 Penalty: 5906.850586
	Iteration 73Q: 3 clusters Score -2.091092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 147156 members 
Entering Unmasked Estep 
Score: -20910922.000000 Penalty: 5906.850586
	Iteration 74Q: 3 clusters Score -2.091092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 147159 members 
Entering Unmasked Estep 
Score: -20910936.000000 Penalty: 5906.850586
	Iteration 75Q: 3 clusters Score -2.091094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 147161 members 
Entering Unmasked Estep 
Score: -20910928.000000 Penalty: 5906.850586
	Iteration 76Q: 3 clusters Score -2.091093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 147161 members 
Entering Unmasked Estep 
Score: -20910938.000000 Penalty: 5906.850586
	Iteration 77Q: 3 clusters Score -2.091094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 147163 members 
Entering Unmasked Estep 
Score: -20910934.000000 Penalty: 5906.850586
	Iteration 78Q: 3 clusters Score -2.091093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 147163 members 
Entering Unmasked Estep 
Score: -20910920.000000 Penalty: 5906.850586
	Iteration 79Q: 3 clusters Score -2.091092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 147162 members 
Entering Unmasked Estep 
Score: -20910924.000000 Penalty: 5906.850586
	Iteration 80F: 3 clusters Score -2.091092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 147163 members 
Entering Unmasked Estep 
Score: -20910928.000000 Penalty: 5906.850586
	Iteration 81Q: 3 clusters Score -2.091093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 147163 members 
Entering Unmasked Estep 
Score: -20910928.000000 Penalty: 5906.850586
	Iteration 82F: 3 clusters Score -2.091093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -62664.828125 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -62664.83 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 257 members 
Entering Unmasked Estep 
Score: -61159.410156 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -61159.41 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61450.214844 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -61450.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61585.351562 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -61585.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61692.972656 Penalty: 3089.341309
	Iteration 3F: 3 clusters Score -61692.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61788.054688 Penalty: 3089.341309
	Iteration 4F: 3 clusters Score -61788.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61943.339844 Penalty: 3089.341309
	Iteration 5F: 3 clusters Score -61943.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -62223.812500 Penalty: 3089.341309
	Iteration 6F: 3 clusters Score -62223.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62385.933594 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -62385.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62527.003906 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -62527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62853.902344 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -62853.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62878.218750 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -62878.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62880.976562 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -62880.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62880.976562 Penalty: 3089.341309
	Iteration 12F: 3 clusters Score -62880.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 128497 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39722 members 
Mstep: Class 8 contains 99814 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179767 members 
Mstep: Class 11 contains 146665 members 
Mstep: Class 12 contains 13614 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151713 members 
Mstep: Class 17 contains 6933 members 
Mstep: Class 18 contains 34529 members 
Mstep: Class 19 contains 148594 members 
Mstep: Class 20 contains 312 members 
Mstep: Class 21 contains 38930 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38581 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 195 members 
Entering Unmasked Estep 
Score: -147230800.000000 Penalty: 92887.546875
Splitting cluster 20 changes total score from -147232464.000000 to -147230800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (38930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Entering Unmasked Estep 
Score: -5568471.000000 Penalty: 2621.240967
	Iteration 0F: 2 clusters Score -5568471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -5542026.000000 Penalty: 5242.481934
	Iteration 0F: 3 clusters Score -5542026 nChanged 17706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -5551794.500000 Penalty: 5242.481934
	Iteration 1F: 3 clusters Score -5551794 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -5552171.000000 Penalty: 5242.481934
	Iteration 2Q: 3 clusters Score -5552171 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -5552522.500000 Penalty: 5242.481934
	Iteration 3Q: 3 clusters Score -5552522 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -5552781.000000 Penalty: 5242.481934
	Iteration 4Q: 3 clusters Score -5552781 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -5553017.500000 Penalty: 5242.481934
	Iteration 5Q: 3 clusters Score -5553018 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -5553290.000000 Penalty: 5242.481934
	Iteration 6Q: 3 clusters Score -5553290 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -5553620.000000 Penalty: 5242.481934
	Iteration 7Q: 3 clusters Score -5553620 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -5553985.500000 Penalty: 5242.481934
	Iteration 8Q: 3 clusters Score -5553986 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -5554531.000000 Penalty: 5242.481934
	Iteration 9Q: 3 clusters Score -5554531 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -5555411.500000 Penalty: 5242.481934
	Iteration 10Q: 3 clusters Score -5555412 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -5556783.000000 Penalty: 5242.481934
	Iteration 11F: 3 clusters Score -5556783 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -5558500.000000 Penalty: 5242.481934
	Iteration 12F: 3 clusters Score -5558500 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -5560581.500000 Penalty: 5242.481934
	Iteration 13F: 3 clusters Score -5560582 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -5562414.000000 Penalty: 5242.481934
	Iteration 14F: 3 clusters Score -5562414 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5563719.500000 Penalty: 5242.481934
	Iteration 15Q: 3 clusters Score -5563720 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5564497.000000 Penalty: 5242.481934
	Iteration 16Q: 3 clusters Score -5564497 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5565085.000000 Penalty: 5242.481934
	Iteration 17Q: 3 clusters Score -5565085 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5565410.500000 Penalty: 5242.481934
	Iteration 18Q: 3 clusters Score -5565410 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5565639.500000 Penalty: 5242.481934
	Iteration 19Q: 3 clusters Score -5565640 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5565769.000000 Penalty: 5242.481934
	Iteration 20F: 3 clusters Score -5565769 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5565866.000000 Penalty: 5242.481934
	Iteration 21Q: 3 clusters Score -5565866 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5565956.500000 Penalty: 5242.481934
	Iteration 22Q: 3 clusters Score -5565956 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5566021.000000 Penalty: 5242.481934
	Iteration 23Q: 3 clusters Score -5566021 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5566059.500000 Penalty: 5242.481934
	Iteration 24Q: 3 clusters Score -5566060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5566099.500000 Penalty: 5242.481934
	Iteration 25Q: 3 clusters Score -5566100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5566110.000000 Penalty: 5242.481934
	Iteration 26Q: 3 clusters Score -5566110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5566126.000000 Penalty: 5242.481934
	Iteration 27Q: 3 clusters Score -5566126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5566140.000000 Penalty: 5242.481934
	Iteration 28Q: 3 clusters Score -5566140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5566151.500000 Penalty: 5242.481934
	Iteration 29Q: 3 clusters Score -5566152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5566158.500000 Penalty: 5242.481934
	Iteration 30Q: 3 clusters Score -5566158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5566166.000000 Penalty: 5242.481934
	Iteration 31Q: 3 clusters Score -5566166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5566164.000000 Penalty: 5242.481934
	Iteration 32Q: 3 clusters Score -5566164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5566172.500000 Penalty: 5242.481934
	Iteration 33Q: 3 clusters Score -5566172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5566185.500000 Penalty: 5242.481934
	Iteration 34Q: 3 clusters Score -5566186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5566187.000000 Penalty: 5242.481934
	Iteration 35Q: 3 clusters Score -5566187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5566204.000000 Penalty: 5242.481934
	Iteration 36Q: 3 clusters Score -5566204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5566215.000000 Penalty: 5242.481934
	Iteration 37Q: 3 clusters Score -5566215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5566217.500000 Penalty: 5242.481934
	Iteration 38Q: 3 clusters Score -5566218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5566225.500000 Penalty: 5242.481934
	Iteration 39Q: 3 clusters Score -5566226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5566233.000000 Penalty: 5242.481934
	Iteration 40F: 3 clusters Score -5566233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5566234.500000 Penalty: 5242.481934
	Iteration 41Q: 3 clusters Score -5566234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5566234.500000 Penalty: 5242.481934
	Iteration 42Q: 3 clusters Score -5566234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5566235.000000 Penalty: 5242.481934
	Iteration 43Q: 3 clusters Score -5566235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5566239.500000 Penalty: 5242.481934
	Iteration 44Q: 3 clusters Score -5566240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5566238.500000 Penalty: 5242.481934
	Iteration 45Q: 3 clusters Score -5566238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5566241.500000 Penalty: 5242.481934
	Iteration 46Q: 3 clusters Score -5566242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5566243.500000 Penalty: 5242.481934
	Iteration 47Q: 3 clusters Score -5566244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5566245.000000 Penalty: 5242.481934
	Iteration 48Q: 3 clusters Score -5566245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5566250.500000 Penalty: 5242.481934
	Iteration 49Q: 3 clusters Score -5566250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5566249.500000 Penalty: 5242.481934
	Iteration 50Q: 3 clusters Score -5566250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5566251.500000 Penalty: 5242.481934
	Iteration 51Q: 3 clusters Score -5566252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5566250.000000 Penalty: 5242.481934
	Iteration 52Q: 3 clusters Score -5566250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5566250.000000 Penalty: 5242.481934
	Iteration 53F: 3 clusters Score -5566250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -266126.562500 Penalty: 1881.652954
	Iteration 0F: 2 clusters Score -266126.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -263529.375000 Penalty: 3763.305908
	Iteration 0F: 3 clusters Score -263529.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -264000.500000 Penalty: 3763.305908
	Iteration 1F: 3 clusters Score -264000.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -264107.812500 Penalty: 3763.305908
	Iteration 2F: 3 clusters Score -264107.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -264152.593750 Penalty: 3763.305908
	Iteration 3Q: 3 clusters Score -264152.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -264179.687500 Penalty: 3763.305908
	Iteration 4Q: 3 clusters Score -264179.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -264196.718750 Penalty: 3763.305908
	Iteration 5Q: 3 clusters Score -264196.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -264208.343750 Penalty: 3763.305908
	Iteration 6Q: 3 clusters Score -264208.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -264217.906250 Penalty: 3763.305908
	Iteration 7Q: 3 clusters Score -264217.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -264223.812500 Penalty: 3763.305908
	Iteration 8Q: 3 clusters Score -264223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -264225.906250 Penalty: 3763.305908
	Iteration 9Q: 3 clusters Score -264225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -264227.375000 Penalty: 3763.305908
	Iteration 10Q: 3 clusters Score -264227.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -264229.218750 Penalty: 3763.305908
	Iteration 11Q: 3 clusters Score -264229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -264231.312500 Penalty: 3763.305908
	Iteration 12Q: 3 clusters Score -264231.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -264235.250000 Penalty: 3763.305908
	Iteration 13Q: 3 clusters Score -264235.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -264238.906250 Penalty: 3763.305908
	Iteration 14Q: 3 clusters Score -264238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -264242.468750 Penalty: 3763.305908
	Iteration 15Q: 3 clusters Score -264242.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -264244.843750 Penalty: 3763.305908
	Iteration 16Q: 3 clusters Score -264244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -264247.687500 Penalty: 3763.305908
	Iteration 17Q: 3 clusters Score -264247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -264250.750000 Penalty: 3763.305908
	Iteration 18Q: 3 clusters Score -264250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -264252.000000 Penalty: 3763.305908
	Iteration 19Q: 3 clusters Score -264252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -264255.968750 Penalty: 3763.305908
	Iteration 20F: 3 clusters Score -264256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -264261.593750 Penalty: 3763.305908
	Iteration 21Q: 3 clusters Score -264261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -264263.937500 Penalty: 3763.305908
	Iteration 22Q: 3 clusters Score -264263.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -264267.281250 Penalty: 3763.305908
	Iteration 23Q: 3 clusters Score -264267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -264267.625000 Penalty: 3763.305908
	Iteration 24Q: 3 clusters Score -264267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -264269.250000 Penalty: 3763.305908
	Iteration 25Q: 3 clusters Score -264269.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -264269.250000 Penalty: 3763.305908
	Iteration 26F: 3 clusters Score -264269.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -19801.101562 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -19801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18776.552734 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -18776.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18828.732422 Penalty: 2567.370361
	Iteration 1F: 3 clusters Score -18828.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Entering Unmasked Estep 
Score: -5304303.500000 Penalty: 2619.007812
	Iteration 0F: 2 clusters Score -5304304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -5278135.000000 Penalty: 5238.015625
	Iteration 0F: 3 clusters Score -5278135 nChanged 17564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -5287805.500000 Penalty: 5238.015625
	Iteration 1F: 3 clusters Score -5287806 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -5288375.500000 Penalty: 5238.015625
	Iteration 2Q: 3 clusters Score -5288376 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -5288876.000000 Penalty: 5238.015625
	Iteration 3Q: 3 clusters Score -5288876 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5289600.500000 Penalty: 5238.015625
	Iteration 4Q: 3 clusters Score -5289600 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -5290601.500000 Penalty: 5238.015625
	Iteration 5F: 3 clusters Score -5290602 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -5292165.000000 Penalty: 5238.015625
	Iteration 6F: 3 clusters Score -5292165 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -5294421.000000 Penalty: 5238.015625
	Iteration 7F: 3 clusters Score -5294421 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -5297070.000000 Penalty: 5238.015625
	Iteration 8F: 3 clusters Score -5297070 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5299366.000000 Penalty: 5238.015625
	Iteration 9F: 3 clusters Score -5299366 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5300854.000000 Penalty: 5238.015625
	Iteration 10Q: 3 clusters Score -5300854 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5301519.500000 Penalty: 5238.015625
	Iteration 11Q: 3 clusters Score -5301520 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5301809.000000 Penalty: 5238.015625
	Iteration 12Q: 3 clusters Score -5301809 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5301945.000000 Penalty: 5238.015625
	Iteration 13Q: 3 clusters Score -5301945 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5302012.500000 Penalty: 5238.015625
	Iteration 14Q: 3 clusters Score -5302012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5302053.500000 Penalty: 5238.015625
	Iteration 15Q: 3 clusters Score -5302054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5302063.500000 Penalty: 5238.015625
	Iteration 16Q: 3 clusters Score -5302064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5302076.000000 Penalty: 5238.015625
	Iteration 17Q: 3 clusters Score -5302076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5302087.500000 Penalty: 5238.015625
	Iteration 18Q: 3 clusters Score -5302088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5302091.000000 Penalty: 5238.015625
	Iteration 19Q: 3 clusters Score -5302091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5302108.500000 Penalty: 5238.015625
	Iteration 20F: 3 clusters Score -5302108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5302124.000000 Penalty: 5238.015625
	Iteration 21Q: 3 clusters Score -5302124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5302133.000000 Penalty: 5238.015625
	Iteration 22Q: 3 clusters Score -5302133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5302133.000000 Penalty: 5238.015625
	Iteration 23Q: 3 clusters Score -5302133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5302133.500000 Penalty: 5238.015625
	Iteration 24Q: 3 clusters Score -5302134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5302139.000000 Penalty: 5238.015625
	Iteration 25Q: 3 clusters Score -5302139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5302139.000000 Penalty: 5238.015625
	Iteration 26F: 3 clusters Score -5302139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -107159.750000 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -107159.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105411.242188 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -105411.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -106003.984375 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -106004 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -106823.296875 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -106823.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -107410.195312 Penalty: 3401.848145
	Iteration 3F: 3 clusters Score -107410.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -107764.914062 Penalty: 3401.848145
	Iteration 4F: 3 clusters Score -107764.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -108051.179688 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -108051.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -108762.359375 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -108762.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -109270.960938 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -109271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -109296.406250 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -109296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -109301.671875 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -109301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -109307.375000 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -109307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -109311.421875 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -109311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -109311.421875 Penalty: 3401.848145
	Iteration 12F: 3 clusters Score -109311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 128497 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39722 members 
Mstep: Class 8 contains 99814 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179767 members 
Mstep: Class 11 contains 146665 members 
Mstep: Class 12 contains 13614 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151713 members 
Mstep: Class 17 contains 6933 members 
Mstep: Class 18 contains 34529 members 
Mstep: Class 19 contains 148594 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38930 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38581 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
Score: -147232832.000000 Penalty: 92887.546875
Splitting cluster 25 changes total score from -147232464.000000 to -147232832.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 26 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -66008.976562 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -66008.98 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 297 members 
Entering Unmasked Estep 
Score: -64483.773438 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -64483.77 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64704.492188 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -64704.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64774.445312 Penalty: 3139.541504
	Iteration 2F: 3 clusters Score -64774.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64797.660156 Penalty: 3139.541504
	Iteration 3Q: 3 clusters Score -64797.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64816.515625 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -64816.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64833.710938 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -64833.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64839.457031 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -64839.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64843.472656 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -64843.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64849.968750 Penalty: 3139.541504
	Iteration 8Q: 3 clusters Score -64849.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -64853.968750 Penalty: 3139.541504
	Iteration 9Q: 3 clusters Score -64853.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64863.828125 Penalty: 3139.541504
	Iteration 10Q: 3 clusters Score -64863.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64866.046875 Penalty: 3139.541504
	Iteration 11Q: 3 clusters Score -64866.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -64868.789062 Penalty: 3139.541504
	Iteration 12Q: 3 clusters Score -64868.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64871.578125 Penalty: 3139.541504
	Iteration 13Q: 3 clusters Score -64871.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64874.550781 Penalty: 3139.541504
	Iteration 14Q: 3 clusters Score -64874.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64883.058594 Penalty: 3139.541504
	Iteration 15Q: 3 clusters Score -64883.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64887.191406 Penalty: 3139.541504
	Iteration 16Q: 3 clusters Score -64887.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64887.191406 Penalty: 3139.541504
	Iteration 17F: 3 clusters Score -64887.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 128497 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39722 members 
Mstep: Class 8 contains 99814 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179767 members 
Mstep: Class 11 contains 146665 members 
Mstep: Class 12 contains 13614 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151713 members 
Mstep: Class 17 contains 6933 members 
Mstep: Class 18 contains 34529 members 
Mstep: Class 19 contains 148594 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38930 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38581 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232832.000000 Penalty: 92887.546875
Iteration 359Q: 28 clusters Score -1.472328e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 128388 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3708 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39715 members 
Mstep: Class 8 contains 99835 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179767 members 
Mstep: Class 11 contains 146684 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151750 members 
Mstep: Class 17 contains 6933 members 
Mstep: Class 18 contains 34533 members 
Mstep: Class 19 contains 148613 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38942 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38580 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232736.000000 Penalty: 92887.546875
Iteration 360F: 28 clusters Score -1.472327e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 128276 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 39713 members 
Mstep: Class 8 contains 99857 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179765 members 
Mstep: Class 11 contains 146694 members 
Mstep: Class 12 contains 13614 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151811 members 
Mstep: Class 17 contains 6935 members 
Mstep: Class 18 contains 34535 members 
Mstep: Class 19 contains 148617 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38949 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38573 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232880.000000 Penalty: 92887.546875
Iteration 361Q: 28 clusters Score -1.472329e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 128173 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1168 members 
Mstep: Class 7 contains 39711 members 
Mstep: Class 8 contains 99878 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179764 members 
Mstep: Class 11 contains 146687 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 13 contains 502 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151895 members 
Mstep: Class 17 contains 6939 members 
Mstep: Class 18 contains 34538 members 
Mstep: Class 19 contains 148615 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38955 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38561 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232832.000000 Penalty: 92887.546875
Iteration 362Q: 28 clusters Score -1.472328e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 128057 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39713 members 
Mstep: Class 8 contains 99908 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179774 members 
Mstep: Class 11 contains 146684 members 
Mstep: Class 12 contains 13602 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 151962 members 
Mstep: Class 17 contains 6938 members 
Mstep: Class 18 contains 34543 members 
Mstep: Class 19 contains 148636 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38960 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38548 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232768.000000 Penalty: 92887.546875
Iteration 363Q: 28 clusters Score -1.472328e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 127952 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39713 members 
Mstep: Class 8 contains 99930 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179788 members 
Mstep: Class 11 contains 146675 members 
Mstep: Class 12 contains 13600 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 152027 members 
Mstep: Class 17 contains 6939 members 
Mstep: Class 18 contains 34544 members 
Mstep: Class 19 contains 148650 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38962 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38538 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232784.000000 Penalty: 92887.546875
Iteration 364Q: 28 clusters Score -1.472328e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 127817 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39712 members 
Mstep: Class 8 contains 99958 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179796 members 
Mstep: Class 11 contains 146665 members 
Mstep: Class 12 contains 13596 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 152134 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 34544 members 
Mstep: Class 19 contains 148660 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38968 members 
Mstep: Class 22 contains 1976 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38520 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232736.000000 Penalty: 92887.546875
Iteration 365Q: 28 clusters Score -1.472327e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 127683 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39715 members 
Mstep: Class 8 contains 99989 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179800 members 
Mstep: Class 11 contains 146665 members 
Mstep: Class 12 contains 13591 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 152232 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 34544 members 
Mstep: Class 19 contains 148669 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38973 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38506 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232560.000000 Penalty: 92887.546875
Iteration 366Q: 28 clusters Score -1.472326e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 127566 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39716 members 
Mstep: Class 8 contains 100015 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179801 members 
Mstep: Class 11 contains 146677 members 
Mstep: Class 12 contains 13590 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 152314 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 34539 members 
Mstep: Class 19 contains 148668 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 38985 members 
Mstep: Class 22 contains 1978 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38491 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232560.000000 Penalty: 92887.546875
Iteration 367Q: 28 clusters Score -1.472326e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 127440 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39716 members 
Mstep: Class 8 contains 100044 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179809 members 
Mstep: Class 11 contains 146675 members 
Mstep: Class 12 contains 13587 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 152389 members 
Mstep: Class 17 contains 6943 members 
Mstep: Class 18 contains 34536 members 
Mstep: Class 19 contains 148684 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39004 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38472 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232416.000000 Penalty: 92887.546875
Iteration 368Q: 28 clusters Score -1.472324e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 127316 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39714 members 
Mstep: Class 8 contains 100075 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179821 members 
Mstep: Class 11 contains 146680 members 
Mstep: Class 12 contains 13585 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 152437 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 34538 members 
Mstep: Class 19 contains 148719 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39015 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38458 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232448.000000 Penalty: 92887.546875
Iteration 369Q: 28 clusters Score -1.472324e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 127217 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39711 members 
Mstep: Class 8 contains 100104 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179821 members 
Mstep: Class 11 contains 146688 members 
Mstep: Class 12 contains 13576 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 152497 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 34537 members 
Mstep: Class 19 contains 148744 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39022 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38440 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232560.000000 Penalty: 92887.546875
Iteration 370Q: 28 clusters Score -1.472326e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 127111 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39710 members 
Mstep: Class 8 contains 100136 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179827 members 
Mstep: Class 11 contains 146691 members 
Mstep: Class 12 contains 13573 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 152559 members 
Mstep: Class 17 contains 6945 members 
Mstep: Class 18 contains 34534 members 
Mstep: Class 19 contains 148754 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39036 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38428 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232416.000000 Penalty: 92887.546875
Iteration 371Q: 28 clusters Score -1.472324e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 126991 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39714 members 
Mstep: Class 8 contains 100169 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179836 members 
Mstep: Class 11 contains 146692 members 
Mstep: Class 12 contains 13563 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 152636 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 34535 members 
Mstep: Class 19 contains 148768 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39047 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38407 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232512.000000 Penalty: 92887.546875
Iteration 372Q: 28 clusters Score -1.472325e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 126855 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39710 members 
Mstep: Class 8 contains 100200 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179850 members 
Mstep: Class 11 contains 146698 members 
Mstep: Class 12 contains 13561 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 152713 members 
Mstep: Class 17 contains 6943 members 
Mstep: Class 18 contains 34534 members 
Mstep: Class 19 contains 148782 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39061 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38392 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232384.000000 Penalty: 92887.546875
Iteration 373Q: 28 clusters Score -1.472324e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 126714 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3714 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39703 members 
Mstep: Class 8 contains 100231 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179875 members 
Mstep: Class 11 contains 146697 members 
Mstep: Class 12 contains 13556 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 152803 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 34533 members 
Mstep: Class 19 contains 148789 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39070 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38381 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232368.000000 Penalty: 92887.546875
Iteration 374Q: 28 clusters Score -1.472324e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 126565 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39701 members 
Mstep: Class 8 contains 100266 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179898 members 
Mstep: Class 11 contains 146692 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 152917 members 
Mstep: Class 17 contains 6945 members 
Mstep: Class 18 contains 34531 members 
Mstep: Class 19 contains 148785 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39076 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38366 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232480.000000 Penalty: 92887.546875
Iteration 375Q: 28 clusters Score -1.472325e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 126428 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 100297 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179922 members 
Mstep: Class 11 contains 146674 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153028 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 34532 members 
Mstep: Class 19 contains 148781 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39080 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38356 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232368.000000 Penalty: 92887.546875
Iteration 376Q: 28 clusters Score -1.472324e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 126309 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39704 members 
Mstep: Class 8 contains 100335 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179934 members 
Mstep: Class 11 contains 146662 members 
Mstep: Class 12 contains 13542 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153151 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 34529 members 
Mstep: Class 19 contains 148755 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39084 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38340 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232448.000000 Penalty: 92887.546875
Iteration 377Q: 28 clusters Score -1.472324e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 126199 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39698 members 
Mstep: Class 8 contains 100369 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179943 members 
Mstep: Class 11 contains 146645 members 
Mstep: Class 12 contains 13535 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153259 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 34533 members 
Mstep: Class 19 contains 148736 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39094 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38332 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232448.000000 Penalty: 92887.546875
Iteration 378Q: 28 clusters Score -1.472324e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 126085 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 39694 members 
Mstep: Class 8 contains 100409 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179959 members 
Mstep: Class 11 contains 146612 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153349 members 
Mstep: Class 17 contains 6947 members 
Mstep: Class 18 contains 34538 members 
Mstep: Class 19 contains 148730 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39099 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38336 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232416.000000 Penalty: 92887.546875
Iteration 379Q: 28 clusters Score -1.472324e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 125970 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39685 members 
Mstep: Class 8 contains 100450 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 179985 members 
Mstep: Class 11 contains 146586 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153420 members 
Mstep: Class 17 contains 6947 members 
Mstep: Class 18 contains 34538 members 
Mstep: Class 19 contains 148731 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39121 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38336 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232304.000000 Penalty: 92887.546875
Iteration 380F: 28 clusters Score -1.472323e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 125879 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39682 members 
Mstep: Class 8 contains 100478 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180004 members 
Mstep: Class 11 contains 146567 members 
Mstep: Class 12 contains 13524 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153487 members 
Mstep: Class 17 contains 6947 members 
Mstep: Class 18 contains 34537 members 
Mstep: Class 19 contains 148720 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39130 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38335 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147231888.000000 Penalty: 92887.546875
Iteration 381Q: 28 clusters Score -1.472319e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 125813 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39684 members 
Mstep: Class 8 contains 100502 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180007 members 
Mstep: Class 11 contains 146537 members 
Mstep: Class 12 contains 13518 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153538 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 34533 members 
Mstep: Class 19 contains 148742 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39134 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38332 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232192.000000 Penalty: 92887.546875
Iteration 382Q: 28 clusters Score -1.472322e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 125726 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3717 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39687 members 
Mstep: Class 8 contains 100529 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180022 members 
Mstep: Class 11 contains 146511 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153600 members 
Mstep: Class 17 contains 6951 members 
Mstep: Class 18 contains 34528 members 
Mstep: Class 19 contains 148748 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39148 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38320 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232160.000000 Penalty: 92887.546875
Iteration 383Q: 28 clusters Score -1.472322e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 125637 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3721 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39685 members 
Mstep: Class 8 contains 100552 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180034 members 
Mstep: Class 11 contains 146495 members 
Mstep: Class 12 contains 13510 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153663 members 
Mstep: Class 17 contains 6953 members 
Mstep: Class 18 contains 34524 members 
Mstep: Class 19 contains 148748 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39157 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38316 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232336.000000 Penalty: 92887.546875
Iteration 384Q: 28 clusters Score -1.472323e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 125579 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3722 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39687 members 
Mstep: Class 8 contains 100569 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180038 members 
Mstep: Class 11 contains 146475 members 
Mstep: Class 12 contains 13508 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153734 members 
Mstep: Class 17 contains 6953 members 
Mstep: Class 18 contains 34517 members 
Mstep: Class 19 contains 148736 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39166 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38309 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232320.000000 Penalty: 92887.546875
Iteration 385Q: 28 clusters Score -1.472323e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 125511 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39685 members 
Mstep: Class 8 contains 100599 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180050 members 
Mstep: Class 11 contains 146442 members 
Mstep: Class 12 contains 13509 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153792 members 
Mstep: Class 17 contains 6951 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 148736 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39171 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38307 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232352.000000 Penalty: 92887.546875
Iteration 386Q: 28 clusters Score -1.472324e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 125453 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39686 members 
Mstep: Class 8 contains 100631 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180055 members 
Mstep: Class 11 contains 146413 members 
Mstep: Class 12 contains 13506 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153815 members 
Mstep: Class 17 contains 6951 members 
Mstep: Class 18 contains 34515 members 
Mstep: Class 19 contains 148754 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39177 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38308 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232384.000000 Penalty: 92887.546875
Iteration 387Q: 28 clusters Score -1.472324e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 125399 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39688 members 
Mstep: Class 8 contains 100651 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180071 members 
Mstep: Class 11 contains 146383 members 
Mstep: Class 12 contains 13506 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153846 members 
Mstep: Class 17 contains 6951 members 
Mstep: Class 18 contains 34511 members 
Mstep: Class 19 contains 148761 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39188 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38306 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232368.000000 Penalty: 92887.546875
Iteration 388Q: 28 clusters Score -1.472324e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 125350 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39686 members 
Mstep: Class 8 contains 100658 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180082 members 
Mstep: Class 11 contains 146363 members 
Mstep: Class 12 contains 13505 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153862 members 
Mstep: Class 17 contains 6952 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 148784 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39192 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38310 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232336.000000 Penalty: 92887.546875
Iteration 389Q: 28 clusters Score -1.472323e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 125304 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3725 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39682 members 
Mstep: Class 8 contains 100673 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180088 members 
Mstep: Class 11 contains 146353 members 
Mstep: Class 12 contains 13499 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153871 members 
Mstep: Class 17 contains 6953 members 
Mstep: Class 18 contains 34515 members 
Mstep: Class 19 contains 148809 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39197 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38315 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232304.000000 Penalty: 92887.546875
Iteration 390Q: 28 clusters Score -1.472323e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 125249 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39684 members 
Mstep: Class 8 contains 100699 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180107 members 
Mstep: Class 11 contains 146322 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153875 members 
Mstep: Class 17 contains 6954 members 
Mstep: Class 18 contains 34515 members 
Mstep: Class 19 contains 148836 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39203 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38318 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232336.000000 Penalty: 92887.546875
Iteration 391Q: 28 clusters Score -1.472323e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 125212 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39684 members 
Mstep: Class 8 contains 100713 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180127 members 
Mstep: Class 11 contains 146295 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153876 members 
Mstep: Class 17 contains 6954 members 
Mstep: Class 18 contains 34515 members 
Mstep: Class 19 contains 148856 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39208 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38316 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232352.000000 Penalty: 92887.546875
Iteration 392Q: 28 clusters Score -1.472324e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 125184 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39688 members 
Mstep: Class 8 contains 100724 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180135 members 
Mstep: Class 11 contains 146270 members 
Mstep: Class 12 contains 13505 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153877 members 
Mstep: Class 17 contains 6954 members 
Mstep: Class 18 contains 34519 members 
Mstep: Class 19 contains 148875 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39208 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38316 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232528.000000 Penalty: 92887.546875
Iteration 393Q: 28 clusters Score -1.472325e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 125148 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39686 members 
Mstep: Class 8 contains 100737 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180142 members 
Mstep: Class 11 contains 146266 members 
Mstep: Class 12 contains 13508 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153878 members 
Mstep: Class 17 contains 6955 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 148888 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39212 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38313 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232448.000000 Penalty: 92887.546875
Iteration 394Q: 28 clusters Score -1.472324e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 125131 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39683 members 
Mstep: Class 8 contains 100746 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180151 members 
Mstep: Class 11 contains 146267 members 
Mstep: Class 12 contains 13505 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153865 members 
Mstep: Class 17 contains 6956 members 
Mstep: Class 18 contains 34517 members 
Mstep: Class 19 contains 148903 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39212 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38311 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232560.000000 Penalty: 92887.546875
Iteration 395Q: 28 clusters Score -1.472326e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 125119 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39682 members 
Mstep: Class 8 contains 100763 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180159 members 
Mstep: Class 11 contains 146262 members 
Mstep: Class 12 contains 13509 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153840 members 
Mstep: Class 17 contains 6958 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 148913 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39215 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38309 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232432.000000 Penalty: 92887.546875
Iteration 396Q: 28 clusters Score -1.472324e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 125105 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39678 members 
Mstep: Class 8 contains 100782 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180164 members 
Mstep: Class 11 contains 146257 members 
Mstep: Class 12 contains 13509 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153833 members 
Mstep: Class 17 contains 6958 members 
Mstep: Class 18 contains 34519 members 
Mstep: Class 19 contains 148921 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39213 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38305 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232592.000000 Penalty: 92887.546875
Iteration 397Q: 28 clusters Score -1.472326e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 125074 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39677 members 
Mstep: Class 8 contains 100799 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180173 members 
Mstep: Class 11 contains 146254 members 
Mstep: Class 12 contains 13511 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153833 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 34519 members 
Mstep: Class 19 contains 148933 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39213 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38297 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232576.000000 Penalty: 92887.546875
Iteration 398Q: 28 clusters Score -1.472326e+08 nChanged 153
Entering ConstructFrom: 
Score: -147232576.000000 Penalty: 92887.546875
Entering ConstructFrom: 
Trying to split cluster 1 (17332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Entering Unmasked Estep 
Score: -2459736.000000 Penalty: 2420.556885
	Iteration 0F: 2 clusters Score -2459736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2447397.000000 Penalty: 4841.113770
	Iteration 0F: 3 clusters Score -2447397 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2451339.250000 Penalty: 4841.113770
	Iteration 1F: 3 clusters Score -2451339 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2451866.000000 Penalty: 4841.113770
	Iteration 2F: 3 clusters Score -2451866 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2452375.000000 Penalty: 4841.113770
	Iteration 3F: 3 clusters Score -2452375 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2452948.000000 Penalty: 4841.113770
	Iteration 4F: 3 clusters Score -2452948 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2453684.750000 Penalty: 4841.113770
	Iteration 5F: 3 clusters Score -2453685 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2454647.750000 Penalty: 4841.113770
	Iteration 6F: 3 clusters Score -2454648 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2455642.250000 Penalty: 4841.113770
	Iteration 7F: 3 clusters Score -2455642 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2456427.000000 Penalty: 4841.113770
	Iteration 8F: 3 clusters Score -2456427 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2457024.500000 Penalty: 4841.113770
	Iteration 9Q: 3 clusters Score -2457024 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2457406.750000 Penalty: 4841.113770
	Iteration 10Q: 3 clusters Score -2457407 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2457665.250000 Penalty: 4841.113770
	Iteration 11Q: 3 clusters Score -2457665 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2457797.250000 Penalty: 4841.113770
	Iteration 12Q: 3 clusters Score -2457797 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2457879.750000 Penalty: 4841.113770
	Iteration 13Q: 3 clusters Score -2457880 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2457934.500000 Penalty: 4841.113770
	Iteration 14Q: 3 clusters Score -2457934 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2457959.750000 Penalty: 4841.113770
	Iteration 15Q: 3 clusters Score -2457960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2457977.750000 Penalty: 4841.113770
	Iteration 16Q: 3 clusters Score -2457978 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2458007.250000 Penalty: 4841.113770
	Iteration 17Q: 3 clusters Score -2458007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2458018.000000 Penalty: 4841.113770
	Iteration 18Q: 3 clusters Score -2458018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2458028.500000 Penalty: 4841.113770
	Iteration 19Q: 3 clusters Score -2458028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2458043.250000 Penalty: 4841.113770
	Iteration 20F: 3 clusters Score -2458043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2458051.000000 Penalty: 4841.113770
	Iteration 21Q: 3 clusters Score -2458051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2458058.500000 Penalty: 4841.113770
	Iteration 22Q: 3 clusters Score -2458058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2458069.000000 Penalty: 4841.113770
	Iteration 23Q: 3 clusters Score -2458069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2458068.750000 Penalty: 4841.113770
	Iteration 24Q: 3 clusters Score -2458069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2458071.750000 Penalty: 4841.113770
	Iteration 25Q: 3 clusters Score -2458072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2458073.500000 Penalty: 4841.113770
	Iteration 26Q: 3 clusters Score -2458074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2458079.250000 Penalty: 4841.113770
	Iteration 27Q: 3 clusters Score -2458079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2458080.000000 Penalty: 4841.113770
	Iteration 28Q: 3 clusters Score -2458080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2458079.500000 Penalty: 4841.113770
	Iteration 29Q: 3 clusters Score -2458080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2458085.250000 Penalty: 4841.113770
	Iteration 30Q: 3 clusters Score -2458085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2458085.250000 Penalty: 4841.113770
	Iteration 31Q: 3 clusters Score -2458085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2458090.500000 Penalty: 4841.113770
	Iteration 32Q: 3 clusters Score -2458090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2458092.500000 Penalty: 4841.113770
	Iteration 33Q: 3 clusters Score -2458092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2458097.750000 Penalty: 4841.113770
	Iteration 34Q: 3 clusters Score -2458098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2458100.500000 Penalty: 4841.113770
	Iteration 35Q: 3 clusters Score -2458100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2458103.000000 Penalty: 4841.113770
	Iteration 36Q: 3 clusters Score -2458103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2458107.000000 Penalty: 4841.113770
	Iteration 37Q: 3 clusters Score -2458107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2458112.250000 Penalty: 4841.113770
	Iteration 38Q: 3 clusters Score -2458112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2458114.250000 Penalty: 4841.113770
	Iteration 39Q: 3 clusters Score -2458114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2458116.250000 Penalty: 4841.113770
	Iteration 40F: 3 clusters Score -2458116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2458123.250000 Penalty: 4841.113770
	Iteration 41Q: 3 clusters Score -2458123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2458127.500000 Penalty: 4841.113770
	Iteration 42Q: 3 clusters Score -2458128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2458124.250000 Penalty: 4841.113770
	Iteration 43Q: 3 clusters Score -2458124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2458126.250000 Penalty: 4841.113770
	Iteration 44Q: 3 clusters Score -2458126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2458132.500000 Penalty: 4841.113770
	Iteration 45Q: 3 clusters Score -2458132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2458137.250000 Penalty: 4841.113770
	Iteration 46Q: 3 clusters Score -2458137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2458136.750000 Penalty: 4841.113770
	Iteration 47Q: 3 clusters Score -2458137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2458140.250000 Penalty: 4841.113770
	Iteration 48Q: 3 clusters Score -2458140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2458143.750000 Penalty: 4841.113770
	Iteration 49Q: 3 clusters Score -2458144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2458141.500000 Penalty: 4841.113770
	Iteration 50Q: 3 clusters Score -2458142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2458141.250000 Penalty: 4841.113770
	Iteration 51Q: 3 clusters Score -2458141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2458141.500000 Penalty: 4841.113770
	Iteration 52Q: 3 clusters Score -2458142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2458142.250000 Penalty: 4841.113770
	Iteration 53Q: 3 clusters Score -2458142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2458139.500000 Penalty: 4841.113770
	Iteration 54Q: 3 clusters Score -2458140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2458139.500000 Penalty: 4841.113770
	Iteration 55Q: 3 clusters Score -2458140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2458140.500000 Penalty: 4841.113770
	Iteration 56Q: 3 clusters Score -2458140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2458140.500000 Penalty: 4841.113770
	Iteration 57F: 3 clusters Score -2458140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (125053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125053 members 
Entering Unmasked Estep 
Score: -17697970.000000 Penalty: 2910.650391
	Iteration 0F: 2 clusters Score -1.769797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -17615284.000000 Penalty: 5821.300781
	Iteration 0F: 3 clusters Score -1.761528e+07 nChanged 59254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 59592 members 
Entering Unmasked Estep 
Score: -17649496.000000 Penalty: 5821.300781
	Iteration 1F: 3 clusters Score -1.76495e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -17650780.000000 Penalty: 5821.300781
	Iteration 2Q: 3 clusters Score -1.765078e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -17653000.000000 Penalty: 5821.300781
	Iteration 3Q: 3 clusters Score -1.7653e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -17656664.000000 Penalty: 5821.300781
	Iteration 4F: 3 clusters Score -1.765666e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -17662662.000000 Penalty: 5821.300781
	Iteration 5F: 3 clusters Score -1.766266e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -17671654.000000 Penalty: 5821.300781
	Iteration 6F: 3 clusters Score -1.767165e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98404 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -17681034.000000 Penalty: 5821.300781
	Iteration 7F: 3 clusters Score -1.768103e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103165 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -17687208.000000 Penalty: 5821.300781
	Iteration 8F: 3 clusters Score -1.768721e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105765 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -17689602.000000 Penalty: 5821.300781
	Iteration 9Q: 3 clusters Score -1.76896e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107545 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -17690542.000000 Penalty: 5821.300781
	Iteration 10Q: 3 clusters Score -1.769054e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109130 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -17691120.000000 Penalty: 5821.300781
	Iteration 11Q: 3 clusters Score -1.769112e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110598 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -17691704.000000 Penalty: 5821.300781
	Iteration 12Q: 3 clusters Score -1.76917e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111976 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -17692156.000000 Penalty: 5821.300781
	Iteration 13Q: 3 clusters Score -1.769216e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113194 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -17692564.000000 Penalty: 5821.300781
	Iteration 14Q: 3 clusters Score -1.769256e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114354 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -17692896.000000 Penalty: 5821.300781
	Iteration 15Q: 3 clusters Score -1.76929e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115421 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -17693290.000000 Penalty: 5821.300781
	Iteration 16Q: 3 clusters Score -1.769329e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116381 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -17693534.000000 Penalty: 5821.300781
	Iteration 17Q: 3 clusters Score -1.769353e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -17693804.000000 Penalty: 5821.300781
	Iteration 18Q: 3 clusters Score -1.76938e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118108 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -17694152.000000 Penalty: 5821.300781
	Iteration 19Q: 3 clusters Score -1.769415e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118843 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -17694432.000000 Penalty: 5821.300781
	Iteration 20F: 3 clusters Score -1.769443e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -17694636.000000 Penalty: 5821.300781
	Iteration 21Q: 3 clusters Score -1.769464e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120131 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -17694862.000000 Penalty: 5821.300781
	Iteration 22Q: 3 clusters Score -1.769486e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120617 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -17694948.000000 Penalty: 5821.300781
	Iteration 23Q: 3 clusters Score -1.769495e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121065 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -17695072.000000 Penalty: 5821.300781
	Iteration 24Q: 3 clusters Score -1.769507e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121423 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -17695156.000000 Penalty: 5821.300781
	Iteration 25Q: 3 clusters Score -1.769516e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121742 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -17695266.000000 Penalty: 5821.300781
	Iteration 26Q: 3 clusters Score -1.769527e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121996 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -17695352.000000 Penalty: 5821.300781
	Iteration 27Q: 3 clusters Score -1.769535e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122212 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -17695336.000000 Penalty: 5821.300781
	Iteration 28Q: 3 clusters Score -1.769534e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122412 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -17695346.000000 Penalty: 5821.300781
	Iteration 29Q: 3 clusters Score -1.769535e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122578 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -17695374.000000 Penalty: 5821.300781
	Iteration 30Q: 3 clusters Score -1.769537e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122706 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -17695442.000000 Penalty: 5821.300781
	Iteration 31Q: 3 clusters Score -1.769544e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -17695468.000000 Penalty: 5821.300781
	Iteration 32Q: 3 clusters Score -1.769547e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122939 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17695494.000000 Penalty: 5821.300781
	Iteration 33Q: 3 clusters Score -1.769549e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123028 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -17695538.000000 Penalty: 5821.300781
	Iteration 34Q: 3 clusters Score -1.769554e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123111 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -17695562.000000 Penalty: 5821.300781
	Iteration 35Q: 3 clusters Score -1.769556e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123178 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -17695568.000000 Penalty: 5821.300781
	Iteration 36Q: 3 clusters Score -1.769557e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123239 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -17695576.000000 Penalty: 5821.300781
	Iteration 37Q: 3 clusters Score -1.769558e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123299 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -17695612.000000 Penalty: 5821.300781
	Iteration 38Q: 3 clusters Score -1.769561e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123363 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -17695608.000000 Penalty: 5821.300781
	Iteration 39Q: 3 clusters Score -1.769561e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123409 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -17695612.000000 Penalty: 5821.300781
	Iteration 40F: 3 clusters Score -1.769561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123450 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -17695614.000000 Penalty: 5821.300781
	Iteration 41Q: 3 clusters Score -1.769561e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123495 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -17695628.000000 Penalty: 5821.300781
	Iteration 42Q: 3 clusters Score -1.769563e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123532 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -17695632.000000 Penalty: 5821.300781
	Iteration 43Q: 3 clusters Score -1.769563e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123574 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -17695662.000000 Penalty: 5821.300781
	Iteration 44Q: 3 clusters Score -1.769566e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123614 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -17695654.000000 Penalty: 5821.300781
	Iteration 45Q: 3 clusters Score -1.769565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123644 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -17695672.000000 Penalty: 5821.300781
	Iteration 46Q: 3 clusters Score -1.769567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123671 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -17695672.000000 Penalty: 5821.300781
	Iteration 47Q: 3 clusters Score -1.769567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123688 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -17695694.000000 Penalty: 5821.300781
	Iteration 48Q: 3 clusters Score -1.769569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123699 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -17695700.000000 Penalty: 5821.300781
	Iteration 49Q: 3 clusters Score -1.76957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123705 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -17695690.000000 Penalty: 5821.300781
	Iteration 50Q: 3 clusters Score -1.769569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123714 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -17695698.000000 Penalty: 5821.300781
	Iteration 51Q: 3 clusters Score -1.76957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123719 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -17695684.000000 Penalty: 5821.300781
	Iteration 52Q: 3 clusters Score -1.769568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123726 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -17695694.000000 Penalty: 5821.300781
	Iteration 53Q: 3 clusters Score -1.769569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123733 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -17695688.000000 Penalty: 5821.300781
	Iteration 54Q: 3 clusters Score -1.769569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123738 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -17695696.000000 Penalty: 5821.300781
	Iteration 55Q: 3 clusters Score -1.76957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123742 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -17695700.000000 Penalty: 5821.300781
	Iteration 56Q: 3 clusters Score -1.76957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123746 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -17695682.000000 Penalty: 5821.300781
	Iteration 57Q: 3 clusters Score -1.769568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123748 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -17695688.000000 Penalty: 5821.300781
	Iteration 58Q: 3 clusters Score -1.769569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123749 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -17695688.000000 Penalty: 5821.300781
	Iteration 59Q: 3 clusters Score -1.769569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123750 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -17695692.000000 Penalty: 5821.300781
	Iteration 60F: 3 clusters Score -1.769569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123753 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -17695692.000000 Penalty: 5821.300781
	Iteration 61Q: 3 clusters Score -1.769569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123754 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -17695692.000000 Penalty: 5821.300781
	Iteration 62Q: 3 clusters Score -1.769569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123756 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -17695690.000000 Penalty: 5821.300781
	Iteration 63Q: 3 clusters Score -1.769569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123758 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -17695704.000000 Penalty: 5821.300781
	Iteration 64Q: 3 clusters Score -1.76957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123759 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -17695698.000000 Penalty: 5821.300781
	Iteration 65Q: 3 clusters Score -1.76957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -17695708.000000 Penalty: 5821.300781
	Iteration 66Q: 3 clusters Score -1.769571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -17695708.000000 Penalty: 5821.300781
	Iteration 67F: 3 clusters Score -1.769571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -154598.687500 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -154598.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -152580.062500 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -152580.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -152900.968750 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -152901 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -152987.093750 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -152987.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -153036.562500 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -153036.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -153069.765625 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -153069.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -153100.000000 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -153100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -153116.921875 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -153116.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -153133.296875 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -153133.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -153145.984375 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -153146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -153156.546875 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -153156.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -153171.781250 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -153171.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -153186.281250 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -153186.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -153209.281250 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -153209.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -153229.125000 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -153229.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -153251.031250 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -153251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -153268.765625 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -153268.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -153289.625000 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -153289.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -153314.390625 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -153314.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -153331.250000 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -153331.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -153347.765625 Penalty: 3478.902100
	Iteration 19Q: 3 clusters Score -153347.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -153359.375000 Penalty: 3478.902100
	Iteration 20F: 3 clusters Score -153359.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -153369.125000 Penalty: 3478.902100
	Iteration 21Q: 3 clusters Score -153369.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -153382.109375 Penalty: 3478.902100
	Iteration 22Q: 3 clusters Score -153382.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -153387.531250 Penalty: 3478.902100
	Iteration 23Q: 3 clusters Score -153387.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -153391.093750 Penalty: 3478.902100
	Iteration 24Q: 3 clusters Score -153391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -153392.500000 Penalty: 3478.902100
	Iteration 25Q: 3 clusters Score -153392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -153393.828125 Penalty: 3478.902100
	Iteration 26Q: 3 clusters Score -153393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -153394.796875 Penalty: 3478.902100
	Iteration 27Q: 3 clusters Score -153394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -153395.203125 Penalty: 3478.902100
	Iteration 28Q: 3 clusters Score -153395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -153395.203125 Penalty: 3478.902100
	Iteration 29F: 3 clusters Score -153395.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Entering Unmasked Estep 
Score: -511136.406250 Penalty: 2039.526001
	Iteration 0F: 2 clusters Score -511136.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -507407.500000 Penalty: 4079.052002
	Iteration 0F: 3 clusters Score -507407.5 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -508233.531250 Penalty: 4079.052002
	Iteration 1F: 3 clusters Score -508233.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -508419.843750 Penalty: 4079.052002
	Iteration 2F: 3 clusters Score -508419.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -508524.593750 Penalty: 4079.052002
	Iteration 3Q: 3 clusters Score -508524.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -508605.312500 Penalty: 4079.052002
	Iteration 4Q: 3 clusters Score -508605.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -508665.687500 Penalty: 4079.052002
	Iteration 5Q: 3 clusters Score -508665.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -508719.187500 Penalty: 4079.052002
	Iteration 6Q: 3 clusters Score -508719.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -508755.437500 Penalty: 4079.052002
	Iteration 7Q: 3 clusters Score -508755.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -508776.031250 Penalty: 4079.052002
	Iteration 8Q: 3 clusters Score -508776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -508791.218750 Penalty: 4079.052002
	Iteration 9Q: 3 clusters Score -508791.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -508806.968750 Penalty: 4079.052002
	Iteration 10Q: 3 clusters Score -508807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -508823.187500 Penalty: 4079.052002
	Iteration 11Q: 3 clusters Score -508823.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -508842.406250 Penalty: 4079.052002
	Iteration 12Q: 3 clusters Score -508842.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -508860.656250 Penalty: 4079.052002
	Iteration 13Q: 3 clusters Score -508860.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -508881.250000 Penalty: 4079.052002
	Iteration 14Q: 3 clusters Score -508881.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -508900.437500 Penalty: 4079.052002
	Iteration 15Q: 3 clusters Score -508900.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -508917.750000 Penalty: 4079.052002
	Iteration 16Q: 3 clusters Score -508917.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -508936.093750 Penalty: 4079.052002
	Iteration 17Q: 3 clusters Score -508936.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -508948.656250 Penalty: 4079.052002
	Iteration 18Q: 3 clusters Score -508948.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -508961.468750 Penalty: 4079.052002
	Iteration 19Q: 3 clusters Score -508961.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -508973.187500 Penalty: 4079.052002
	Iteration 20F: 3 clusters Score -508973.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -508986.531250 Penalty: 4079.052002
	Iteration 21Q: 3 clusters Score -508986.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -509003.218750 Penalty: 4079.052002
	Iteration 22Q: 3 clusters Score -509003.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -509018.468750 Penalty: 4079.052002
	Iteration 23Q: 3 clusters Score -509018.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -509028.781250 Penalty: 4079.052002
	Iteration 24Q: 3 clusters Score -509028.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -509044.968750 Penalty: 4079.052002
	Iteration 25Q: 3 clusters Score -509045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -509061.281250 Penalty: 4079.052002
	Iteration 26Q: 3 clusters Score -509061.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -509073.156250 Penalty: 4079.052002
	Iteration 27Q: 3 clusters Score -509073.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -509088.593750 Penalty: 4079.052002
	Iteration 28Q: 3 clusters Score -509088.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -509103.406250 Penalty: 4079.052002
	Iteration 29Q: 3 clusters Score -509103.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -509117.531250 Penalty: 4079.052002
	Iteration 30Q: 3 clusters Score -509117.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -509131.656250 Penalty: 4079.052002
	Iteration 31Q: 3 clusters Score -509131.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -509147.906250 Penalty: 4079.052002
	Iteration 32Q: 3 clusters Score -509147.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -509161.812500 Penalty: 4079.052002
	Iteration 33Q: 3 clusters Score -509161.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -509179.937500 Penalty: 4079.052002
	Iteration 34Q: 3 clusters Score -509179.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -509198.656250 Penalty: 4079.052002
	Iteration 35Q: 3 clusters Score -509198.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -509215.187500 Penalty: 4079.052002
	Iteration 36Q: 3 clusters Score -509215.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -509225.250000 Penalty: 4079.052002
	Iteration 37Q: 3 clusters Score -509225.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -509236.343750 Penalty: 4079.052002
	Iteration 38Q: 3 clusters Score -509236.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -509245.625000 Penalty: 4079.052002
	Iteration 39Q: 3 clusters Score -509245.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -509253.781250 Penalty: 4079.052002
	Iteration 40F: 3 clusters Score -509253.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -509264.093750 Penalty: 4079.052002
	Iteration 41Q: 3 clusters Score -509264.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -509270.687500 Penalty: 4079.052002
	Iteration 42Q: 3 clusters Score -509270.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -509277.312500 Penalty: 4079.052002
	Iteration 43Q: 3 clusters Score -509277.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -509280.281250 Penalty: 4079.052002
	Iteration 44Q: 3 clusters Score -509280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -509281.531250 Penalty: 4079.052002
	Iteration 45Q: 3 clusters Score -509281.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -509281.531250 Penalty: 4079.052002
	Iteration 46F: 3 clusters Score -509281.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22629.263672 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -22629.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21535.023438 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -21535.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21602.019531 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -21602.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21624.312500 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -21624.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21641.773438 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -21641.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21652.095703 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -21652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21652.095703 Penalty: 2635.350342
	Iteration 5F: 3 clusters Score -21652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -160768.843750 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -160768.8 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 592 members 
Entering Unmasked Estep 
Score: -158711.890625 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -158711.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159010.937500 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -159010.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159086.484375 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -159086.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159123.250000 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -159123.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159138.796875 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -159138.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -159145.906250 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -159145.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -159151.671875 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -159151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -159155.281250 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -159155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159161.546875 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -159161.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159165.062500 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -159165.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159168.812500 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -159168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159170.250000 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -159170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159170.250000 Penalty: 3501.996338
	Iteration 12F: 3 clusters Score -159170.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Entering Unmasked Estep 
Score: -5643926.000000 Penalty: 2625.954590
	Iteration 0F: 2 clusters Score -5643926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5617068.500000 Penalty: 5251.909180
	Iteration 0F: 3 clusters Score -5617068 nChanged 18090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -5626879.000000 Penalty: 5251.909180
	Iteration 1F: 3 clusters Score -5626879 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -5627356.000000 Penalty: 5251.909180
	Iteration 2Q: 3 clusters Score -5627356 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -5627733.500000 Penalty: 5251.909180
	Iteration 3Q: 3 clusters Score -5627734 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -5628133.000000 Penalty: 5251.909180
	Iteration 4Q: 3 clusters Score -5628133 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -5628539.500000 Penalty: 5251.909180
	Iteration 5Q: 3 clusters Score -5628540 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -5628949.500000 Penalty: 5251.909180
	Iteration 6Q: 3 clusters Score -5628950 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -5629488.000000 Penalty: 5251.909180
	Iteration 7Q: 3 clusters Score -5629488 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -5630191.000000 Penalty: 5251.909180
	Iteration 8Q: 3 clusters Score -5630191 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -5631265.000000 Penalty: 5251.909180
	Iteration 9Q: 3 clusters Score -5631265 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -5632775.500000 Penalty: 5251.909180
	Iteration 10F: 3 clusters Score -5632776 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -5634867.000000 Penalty: 5251.909180
	Iteration 11F: 3 clusters Score -5634867 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -5637265.500000 Penalty: 5251.909180
	Iteration 12F: 3 clusters Score -5637266 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -5639115.500000 Penalty: 5251.909180
	Iteration 13F: 3 clusters Score -5639116 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -5640231.000000 Penalty: 5251.909180
	Iteration 14Q: 3 clusters Score -5640231 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5640963.000000 Penalty: 5251.909180
	Iteration 15Q: 3 clusters Score -5640963 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -5641461.000000 Penalty: 5251.909180
	Iteration 16Q: 3 clusters Score -5641461 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -5641734.000000 Penalty: 5251.909180
	Iteration 17Q: 3 clusters Score -5641734 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -5641857.000000 Penalty: 5251.909180
	Iteration 18Q: 3 clusters Score -5641857 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -5641949.000000 Penalty: 5251.909180
	Iteration 19Q: 3 clusters Score -5641949 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -5641992.000000 Penalty: 5251.909180
	Iteration 20F: 3 clusters Score -5641992 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -5642036.500000 Penalty: 5251.909180
	Iteration 21Q: 3 clusters Score -5642036 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5642042.000000 Penalty: 5251.909180
	Iteration 22Q: 3 clusters Score -5642042 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -5642066.000000 Penalty: 5251.909180
	Iteration 23Q: 3 clusters Score -5642066 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -5642083.500000 Penalty: 5251.909180
	Iteration 24Q: 3 clusters Score -5642084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -5642089.500000 Penalty: 5251.909180
	Iteration 25Q: 3 clusters Score -5642090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -5642081.000000 Penalty: 5251.909180
	Iteration 26Q: 3 clusters Score -5642081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -5642089.000000 Penalty: 5251.909180
	Iteration 27Q: 3 clusters Score -5642089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -5642090.500000 Penalty: 5251.909180
	Iteration 28Q: 3 clusters Score -5642090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -5642084.500000 Penalty: 5251.909180
	Iteration 29Q: 3 clusters Score -5642084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -5642081.000000 Penalty: 5251.909180
	Iteration 30Q: 3 clusters Score -5642081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -5642076.500000 Penalty: 5251.909180
	Iteration 31Q: 3 clusters Score -5642076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -5642083.500000 Penalty: 5251.909180
	Iteration 32Q: 3 clusters Score -5642084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -5642079.000000 Penalty: 5251.909180
	Iteration 33Q: 3 clusters Score -5642079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -5642084.000000 Penalty: 5251.909180
	Iteration 34Q: 3 clusters Score -5642084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -5642084.000000 Penalty: 5251.909180
	Iteration 35F: 3 clusters Score -5642084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (100810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Entering Unmasked Estep 
Score: -14325904.000000 Penalty: 2857.206299
	Iteration 0F: 2 clusters Score -1.43259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -14258841.000000 Penalty: 5714.412598
	Iteration 0F: 3 clusters Score -1.425884e+07 nChanged 47666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -14286090.000000 Penalty: 5714.412598
	Iteration 1F: 3 clusters Score -1.428609e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -14287103.000000 Penalty: 5714.412598
	Iteration 2Q: 3 clusters Score -1.42871e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -14288484.000000 Penalty: 5714.412598
	Iteration 3Q: 3 clusters Score -1.428848e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -14290909.000000 Penalty: 5714.412598
	Iteration 4F: 3 clusters Score -1.429091e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -14295736.000000 Penalty: 5714.412598
	Iteration 5F: 3 clusters Score -1.429574e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -14303107.000000 Penalty: 5714.412598
	Iteration 6F: 3 clusters Score -1.430311e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -14312248.000000 Penalty: 5714.412598
	Iteration 7F: 3 clusters Score -1.431225e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -14319208.000000 Penalty: 5714.412598
	Iteration 8F: 3 clusters Score -1.431921e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99497 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -14322066.000000 Penalty: 5714.412598
	Iteration 9Q: 3 clusters Score -1.432207e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100385 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14322894.000000 Penalty: 5714.412598
	Iteration 10Q: 3 clusters Score -1.432289e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14323113.000000 Penalty: 5714.412598
	Iteration 11Q: 3 clusters Score -1.432311e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14323223.000000 Penalty: 5714.412598
	Iteration 12Q: 3 clusters Score -1.432322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100629 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14323256.000000 Penalty: 5714.412598
	Iteration 13Q: 3 clusters Score -1.432326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100637 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14323278.000000 Penalty: 5714.412598
	Iteration 14Q: 3 clusters Score -1.432328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100644 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14323289.000000 Penalty: 5714.412598
	Iteration 15Q: 3 clusters Score -1.432329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14323317.000000 Penalty: 5714.412598
	Iteration 16Q: 3 clusters Score -1.432332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100652 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14323322.000000 Penalty: 5714.412598
	Iteration 17Q: 3 clusters Score -1.432332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100652 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14323327.000000 Penalty: 5714.412598
	Iteration 18Q: 3 clusters Score -1.432333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14323328.000000 Penalty: 5714.412598
	Iteration 19Q: 3 clusters Score -1.432333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14323328.000000 Penalty: 5714.412598
	Iteration 20F: 3 clusters Score -1.432333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -75583.500000 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -75583.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73960.023438 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -73960.02 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74205.757812 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -74205.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74306.937500 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -74306.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74356.492188 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -74356.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74373.398438 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -74373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74378.453125 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -74378.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74382.250000 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -74382.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74384.226562 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -74384.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74384.226562 Penalty: 3174.527832
	Iteration 8F: 3 clusters Score -74384.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180177 members 
Entering Unmasked Estep 
Score: -25621080.000000 Penalty: 3001.220459
	Iteration 0F: 2 clusters Score -2.562108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 90209 members 
Entering Unmasked Estep 
Score: -25523090.000000 Penalty: 6002.440918
	Iteration 0F: 3 clusters Score -2.552309e+07 nChanged 86833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89345 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -25573878.000000 Penalty: 6002.440918
	Iteration 1F: 3 clusters Score -2.557388e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88862 members 
Mstep: Class 2 contains 91315 members 
Entering Unmasked Estep 
Score: -25574820.000000 Penalty: 6002.440918
	Iteration 2Q: 3 clusters Score -2.557482e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 92077 members 
Entering Unmasked Estep 
Score: -25575704.000000 Penalty: 6002.440918
	Iteration 3Q: 3 clusters Score -2.55757e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -25577004.000000 Penalty: 6002.440918
	Iteration 4Q: 3 clusters Score -2.5577e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 94922 members 
Entering Unmasked Estep 
Score: -25578906.000000 Penalty: 6002.440918
	Iteration 5Q: 3 clusters Score -2.557891e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -25581382.000000 Penalty: 6002.440918
	Iteration 6Q: 3 clusters Score -2.558138e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 100903 members 
Entering Unmasked Estep 
Score: -25584454.000000 Penalty: 6002.440918
	Iteration 7Q: 3 clusters Score -2.558445e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 105909 members 
Entering Unmasked Estep 
Score: -25588824.000000 Penalty: 6002.440918
	Iteration 8Q: 3 clusters Score -2.558882e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 112531 members 
Entering Unmasked Estep 
Score: -25594124.000000 Penalty: 6002.440918
	Iteration 9F: 3 clusters Score -2.559412e+07 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 120123 members 
Entering Unmasked Estep 
Score: -25600598.000000 Penalty: 6002.440918
	Iteration 10F: 3 clusters Score -2.56006e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 127782 members 
Entering Unmasked Estep 
Score: -25606420.000000 Penalty: 6002.440918
	Iteration 11F: 3 clusters Score -2.560642e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 134134 members 
Entering Unmasked Estep 
Score: -25611784.000000 Penalty: 6002.440918
	Iteration 12F: 3 clusters Score -2.561178e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 138625 members 
Entering Unmasked Estep 
Score: -25614968.000000 Penalty: 6002.440918
	Iteration 13Q: 3 clusters Score -2.561497e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 141491 members 
Entering Unmasked Estep 
Score: -25616520.000000 Penalty: 6002.440918
	Iteration 14Q: 3 clusters Score -2.561652e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -25617384.000000 Penalty: 6002.440918
	Iteration 15Q: 3 clusters Score -2.561738e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 144349 members 
Entering Unmasked Estep 
Score: -25617752.000000 Penalty: 6002.440918
	Iteration 16Q: 3 clusters Score -2.561775e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 145180 members 
Entering Unmasked Estep 
Score: -25618066.000000 Penalty: 6002.440918
	Iteration 17Q: 3 clusters Score -2.561807e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 145912 members 
Entering Unmasked Estep 
Score: -25618074.000000 Penalty: 6002.440918
	Iteration 18Q: 3 clusters Score -2.561807e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 146559 members 
Entering Unmasked Estep 
Score: -25618134.000000 Penalty: 6002.440918
	Iteration 19Q: 3 clusters Score -2.561813e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 147091 members 
Entering Unmasked Estep 
Score: -25618232.000000 Penalty: 6002.440918
	Iteration 20F: 3 clusters Score -2.561823e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 147603 members 
Entering Unmasked Estep 
Score: -25618436.000000 Penalty: 6002.440918
	Iteration 21Q: 3 clusters Score -2.561844e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 148044 members 
Entering Unmasked Estep 
Score: -25618536.000000 Penalty: 6002.440918
	Iteration 22Q: 3 clusters Score -2.561854e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 148450 members 
Entering Unmasked Estep 
Score: -25618588.000000 Penalty: 6002.440918
	Iteration 23Q: 3 clusters Score -2.561859e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 148791 members 
Entering Unmasked Estep 
Score: -25618642.000000 Penalty: 6002.440918
	Iteration 24Q: 3 clusters Score -2.561864e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 149146 members 
Entering Unmasked Estep 
Score: -25618720.000000 Penalty: 6002.440918
	Iteration 25Q: 3 clusters Score -2.561872e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 149491 members 
Entering Unmasked Estep 
Score: -25618762.000000 Penalty: 6002.440918
	Iteration 26Q: 3 clusters Score -2.561876e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 149840 members 
Entering Unmasked Estep 
Score: -25618740.000000 Penalty: 6002.440918
	Iteration 27Q: 3 clusters Score -2.561874e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 150170 members 
Entering Unmasked Estep 
Score: -25618846.000000 Penalty: 6002.440918
	Iteration 28Q: 3 clusters Score -2.561885e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 150442 members 
Entering Unmasked Estep 
Score: -25618854.000000 Penalty: 6002.440918
	Iteration 29Q: 3 clusters Score -2.561885e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 150699 members 
Entering Unmasked Estep 
Score: -25618874.000000 Penalty: 6002.440918
	Iteration 30Q: 3 clusters Score -2.561887e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 150953 members 
Entering Unmasked Estep 
Score: -25618944.000000 Penalty: 6002.440918
	Iteration 31Q: 3 clusters Score -2.561894e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 151208 members 
Entering Unmasked Estep 
Score: -25619014.000000 Penalty: 6002.440918
	Iteration 32Q: 3 clusters Score -2.561901e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -25619078.000000 Penalty: 6002.440918
	Iteration 33Q: 3 clusters Score -2.561908e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 151706 members 
Entering Unmasked Estep 
Score: -25619142.000000 Penalty: 6002.440918
	Iteration 34Q: 3 clusters Score -2.561914e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 151931 members 
Entering Unmasked Estep 
Score: -25619246.000000 Penalty: 6002.440918
	Iteration 35Q: 3 clusters Score -2.561925e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 152132 members 
Entering Unmasked Estep 
Score: -25619348.000000 Penalty: 6002.440918
	Iteration 36Q: 3 clusters Score -2.561935e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 152331 members 
Entering Unmasked Estep 
Score: -25619336.000000 Penalty: 6002.440918
	Iteration 37Q: 3 clusters Score -2.561934e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 152506 members 
Entering Unmasked Estep 
Score: -25619362.000000 Penalty: 6002.440918
	Iteration 38Q: 3 clusters Score -2.561936e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 152641 members 
Entering Unmasked Estep 
Score: -25619364.000000 Penalty: 6002.440918
	Iteration 39Q: 3 clusters Score -2.561936e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 152767 members 
Entering Unmasked Estep 
Score: -25619408.000000 Penalty: 6002.440918
	Iteration 40F: 3 clusters Score -2.561941e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 152891 members 
Entering Unmasked Estep 
Score: -25619384.000000 Penalty: 6002.440918
	Iteration 41Q: 3 clusters Score -2.561938e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 153031 members 
Entering Unmasked Estep 
Score: -25619408.000000 Penalty: 6002.440918
	Iteration 42Q: 3 clusters Score -2.561941e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 153171 members 
Entering Unmasked Estep 
Score: -25619406.000000 Penalty: 6002.440918
	Iteration 43Q: 3 clusters Score -2.561941e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 153332 members 
Entering Unmasked Estep 
Score: -25619508.000000 Penalty: 6002.440918
	Iteration 44Q: 3 clusters Score -2.561951e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 153501 members 
Entering Unmasked Estep 
Score: -25619512.000000 Penalty: 6002.440918
	Iteration 45Q: 3 clusters Score -2.561951e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 153651 members 
Entering Unmasked Estep 
Score: -25619518.000000 Penalty: 6002.440918
	Iteration 46Q: 3 clusters Score -2.561952e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 153797 members 
Entering Unmasked Estep 
Score: -25619490.000000 Penalty: 6002.440918
	Iteration 47Q: 3 clusters Score -2.561949e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 153960 members 
Entering Unmasked Estep 
Score: -25619420.000000 Penalty: 6002.440918
	Iteration 48Q: 3 clusters Score -2.561942e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -25619478.000000 Penalty: 6002.440918
	Iteration 49Q: 3 clusters Score -2.561948e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 154243 members 
Entering Unmasked Estep 
Score: -25619452.000000 Penalty: 6002.440918
	Iteration 50Q: 3 clusters Score -2.561945e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 154379 members 
Entering Unmasked Estep 
Score: -25619474.000000 Penalty: 6002.440918
	Iteration 51Q: 3 clusters Score -2.561947e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 154513 members 
Entering Unmasked Estep 
Score: -25619536.000000 Penalty: 6002.440918
	Iteration 52Q: 3 clusters Score -2.561954e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 154642 members 
Entering Unmasked Estep 
Score: -25619560.000000 Penalty: 6002.440918
	Iteration 53Q: 3 clusters Score -2.561956e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 154799 members 
Entering Unmasked Estep 
Score: -25619580.000000 Penalty: 6002.440918
	Iteration 54Q: 3 clusters Score -2.561958e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
Score: -25619624.000000 Penalty: 6002.440918
	Iteration 55Q: 3 clusters Score -2.561962e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 155124 members 
Entering Unmasked Estep 
Score: -25619632.000000 Penalty: 6002.440918
	Iteration 56Q: 3 clusters Score -2.561963e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 155290 members 
Entering Unmasked Estep 
Score: -25619674.000000 Penalty: 6002.440918
	Iteration 57Q: 3 clusters Score -2.561967e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 155418 members 
Entering Unmasked Estep 
Score: -25619714.000000 Penalty: 6002.440918
	Iteration 58Q: 3 clusters Score -2.561971e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 155548 members 
Entering Unmasked Estep 
Score: -25619670.000000 Penalty: 6002.440918
	Iteration 59Q: 3 clusters Score -2.561967e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 155685 members 
Entering Unmasked Estep 
Score: -25619784.000000 Penalty: 6002.440918
	Iteration 60F: 3 clusters Score -2.561978e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 155847 members 
Entering Unmasked Estep 
Score: -25619770.000000 Penalty: 6002.440918
	Iteration 61Q: 3 clusters Score -2.561977e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 156002 members 
Entering Unmasked Estep 
Score: -25619874.000000 Penalty: 6002.440918
	Iteration 62Q: 3 clusters Score -2.561987e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 156149 members 
Entering Unmasked Estep 
Score: -25619886.000000 Penalty: 6002.440918
	Iteration 63Q: 3 clusters Score -2.561989e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 156293 members 
Entering Unmasked Estep 
Score: -25619894.000000 Penalty: 6002.440918
	Iteration 64Q: 3 clusters Score -2.561989e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 156436 members 
Entering Unmasked Estep 
Score: -25619870.000000 Penalty: 6002.440918
	Iteration 65Q: 3 clusters Score -2.561987e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 156570 members 
Entering Unmasked Estep 
Score: -25619866.000000 Penalty: 6002.440918
	Iteration 66Q: 3 clusters Score -2.561987e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 156694 members 
Entering Unmasked Estep 
Score: -25619862.000000 Penalty: 6002.440918
	Iteration 67Q: 3 clusters Score -2.561986e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 156825 members 
Entering Unmasked Estep 
Score: -25619824.000000 Penalty: 6002.440918
	Iteration 68Q: 3 clusters Score -2.561982e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 156937 members 
Entering Unmasked Estep 
Score: -25619806.000000 Penalty: 6002.440918
	Iteration 69Q: 3 clusters Score -2.561981e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 157049 members 
Entering Unmasked Estep 
Score: -25619846.000000 Penalty: 6002.440918
	Iteration 70Q: 3 clusters Score -2.561985e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 157147 members 
Entering Unmasked Estep 
Score: -25619872.000000 Penalty: 6002.440918
	Iteration 71Q: 3 clusters Score -2.561987e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 157242 members 
Entering Unmasked Estep 
Score: -25619860.000000 Penalty: 6002.440918
	Iteration 72Q: 3 clusters Score -2.561986e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 157343 members 
Entering Unmasked Estep 
Score: -25619866.000000 Penalty: 6002.440918
	Iteration 73Q: 3 clusters Score -2.561987e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 157455 members 
Entering Unmasked Estep 
Score: -25619872.000000 Penalty: 6002.440918
	Iteration 74Q: 3 clusters Score -2.561987e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 157576 members 
Entering Unmasked Estep 
Score: -25619856.000000 Penalty: 6002.440918
	Iteration 75Q: 3 clusters Score -2.561986e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 157700 members 
Entering Unmasked Estep 
Score: -25619838.000000 Penalty: 6002.440918
	Iteration 76Q: 3 clusters Score -2.561984e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 157824 members 
Entering Unmasked Estep 
Score: -25619840.000000 Penalty: 6002.440918
	Iteration 77Q: 3 clusters Score -2.561984e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 157955 members 
Entering Unmasked Estep 
Score: -25619848.000000 Penalty: 6002.440918
	Iteration 78Q: 3 clusters Score -2.561985e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 158100 members 
Entering Unmasked Estep 
Score: -25619882.000000 Penalty: 6002.440918
	Iteration 79Q: 3 clusters Score -2.561988e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 158239 members 
Entering Unmasked Estep 
Score: -25619900.000000 Penalty: 6002.440918
	Iteration 80F: 3 clusters Score -2.56199e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 158374 members 
Entering Unmasked Estep 
Score: -25619924.000000 Penalty: 6002.440918
	Iteration 81Q: 3 clusters Score -2.561992e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 158495 members 
Entering Unmasked Estep 
Score: -25619930.000000 Penalty: 6002.440918
	Iteration 82Q: 3 clusters Score -2.561993e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 158626 members 
Entering Unmasked Estep 
Score: -25619944.000000 Penalty: 6002.440918
	Iteration 83Q: 3 clusters Score -2.561994e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 158737 members 
Entering Unmasked Estep 
Score: -25619988.000000 Penalty: 6002.440918
	Iteration 84Q: 3 clusters Score -2.561999e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 158828 members 
Entering Unmasked Estep 
Score: -25619972.000000 Penalty: 6002.440918
	Iteration 85Q: 3 clusters Score -2.561997e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 158912 members 
Entering Unmasked Estep 
Score: -25620038.000000 Penalty: 6002.440918
	Iteration 86Q: 3 clusters Score -2.562004e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 159009 members 
Entering Unmasked Estep 
Score: -25620070.000000 Penalty: 6002.440918
	Iteration 87Q: 3 clusters Score -2.562007e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 159113 members 
Entering Unmasked Estep 
Score: -25620060.000000 Penalty: 6002.440918
	Iteration 88Q: 3 clusters Score -2.562006e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 159230 members 
Entering Unmasked Estep 
Score: -25620042.000000 Penalty: 6002.440918
	Iteration 89Q: 3 clusters Score -2.562004e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 159333 members 
Entering Unmasked Estep 
Score: -25620020.000000 Penalty: 6002.440918
	Iteration 90Q: 3 clusters Score -2.562002e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 159444 members 
Entering Unmasked Estep 
Score: -25620052.000000 Penalty: 6002.440918
	Iteration 91Q: 3 clusters Score -2.562005e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 159576 members 
Entering Unmasked Estep 
Score: -25620050.000000 Penalty: 6002.440918
	Iteration 92Q: 3 clusters Score -2.562005e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 159703 members 
Entering Unmasked Estep 
Score: -25620146.000000 Penalty: 6002.440918
	Iteration 93Q: 3 clusters Score -2.562015e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -25620134.000000 Penalty: 6002.440918
	Iteration 94Q: 3 clusters Score -2.562013e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 159939 members 
Entering Unmasked Estep 
Score: -25620098.000000 Penalty: 6002.440918
	Iteration 95Q: 3 clusters Score -2.56201e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 160055 members 
Entering Unmasked Estep 
Score: -25620098.000000 Penalty: 6002.440918
	Iteration 96Q: 3 clusters Score -2.56201e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 160163 members 
Entering Unmasked Estep 
Score: -25620108.000000 Penalty: 6002.440918
	Iteration 97Q: 3 clusters Score -2.562011e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 160258 members 
Entering Unmasked Estep 
Score: -25620114.000000 Penalty: 6002.440918
	Iteration 98Q: 3 clusters Score -2.562011e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 160358 members 
Entering Unmasked Estep 
Score: -25620128.000000 Penalty: 6002.440918
	Iteration 99Q: 3 clusters Score -2.562013e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 160462 members 
Entering Unmasked Estep 
Score: -25620116.000000 Penalty: 6002.440918
	Iteration 100F: 3 clusters Score -2.562012e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 160581 members 
Entering Unmasked Estep 
Score: -25620108.000000 Penalty: 6002.440918
	Iteration 101Q: 3 clusters Score -2.562011e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 160727 members 
Entering Unmasked Estep 
Score: -25620084.000000 Penalty: 6002.440918
	Iteration 102Q: 3 clusters Score -2.562008e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 160914 members 
Entering Unmasked Estep 
Score: -25620076.000000 Penalty: 6002.440918
	Iteration 103Q: 3 clusters Score -2.562008e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 161081 members 
Entering Unmasked Estep 
Score: -25620054.000000 Penalty: 6002.440918
	Iteration 104Q: 3 clusters Score -2.562005e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 161233 members 
Entering Unmasked Estep 
Score: -25620084.000000 Penalty: 6002.440918
	Iteration 105Q: 3 clusters Score -2.562008e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 161400 members 
Entering Unmasked Estep 
Score: -25620030.000000 Penalty: 6002.440918
	Iteration 106Q: 3 clusters Score -2.562003e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 161580 members 
Entering Unmasked Estep 
Score: -25619980.000000 Penalty: 6002.440918
	Iteration 107Q: 3 clusters Score -2.561998e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 161743 members 
Entering Unmasked Estep 
Score: -25619992.000000 Penalty: 6002.440918
	Iteration 108Q: 3 clusters Score -2.561999e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 161897 members 
Entering Unmasked Estep 
Score: -25620050.000000 Penalty: 6002.440918
	Iteration 109Q: 3 clusters Score -2.562005e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -25620026.000000 Penalty: 6002.440918
	Iteration 110Q: 3 clusters Score -2.562003e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 162180 members 
Entering Unmasked Estep 
Score: -25620014.000000 Penalty: 6002.440918
	Iteration 111Q: 3 clusters Score -2.562001e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 162316 members 
Entering Unmasked Estep 
Score: -25620022.000000 Penalty: 6002.440918
	Iteration 112Q: 3 clusters Score -2.562002e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 162456 members 
Entering Unmasked Estep 
Score: -25620002.000000 Penalty: 6002.440918
	Iteration 113Q: 3 clusters Score -2.562e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 162596 members 
Entering Unmasked Estep 
Score: -25619970.000000 Penalty: 6002.440918
	Iteration 114Q: 3 clusters Score -2.561997e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 162740 members 
Entering Unmasked Estep 
Score: -25619972.000000 Penalty: 6002.440918
	Iteration 115Q: 3 clusters Score -2.561997e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 162883 members 
Entering Unmasked Estep 
Score: -25619968.000000 Penalty: 6002.440918
	Iteration 116Q: 3 clusters Score -2.561997e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 163014 members 
Entering Unmasked Estep 
Score: -25619978.000000 Penalty: 6002.440918
	Iteration 117Q: 3 clusters Score -2.561998e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 163131 members 
Entering Unmasked Estep 
Score: -25619954.000000 Penalty: 6002.440918
	Iteration 118Q: 3 clusters Score -2.561995e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 163249 members 
Entering Unmasked Estep 
Score: -25619958.000000 Penalty: 6002.440918
	Iteration 119Q: 3 clusters Score -2.561996e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 163351 members 
Entering Unmasked Estep 
Score: -25620010.000000 Penalty: 6002.440918
	Iteration 120F: 3 clusters Score -2.562001e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 163446 members 
Entering Unmasked Estep 
Score: -25620012.000000 Penalty: 6002.440918
	Iteration 121Q: 3 clusters Score -2.562001e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 163542 members 
Entering Unmasked Estep 
Score: -25620080.000000 Penalty: 6002.440918
	Iteration 122Q: 3 clusters Score -2.562008e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 163630 members 
Entering Unmasked Estep 
Score: -25620026.000000 Penalty: 6002.440918
	Iteration 123Q: 3 clusters Score -2.562003e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 163753 members 
Entering Unmasked Estep 
Score: -25620048.000000 Penalty: 6002.440918
	Iteration 124Q: 3 clusters Score -2.562005e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 163852 members 
Entering Unmasked Estep 
Score: -25620074.000000 Penalty: 6002.440918
	Iteration 125Q: 3 clusters Score -2.562007e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 163945 members 
Entering Unmasked Estep 
Score: -25620124.000000 Penalty: 6002.440918
	Iteration 126Q: 3 clusters Score -2.562012e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 164049 members 
Entering Unmasked Estep 
Score: -25620080.000000 Penalty: 6002.440918
	Iteration 127Q: 3 clusters Score -2.562008e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 164154 members 
Entering Unmasked Estep 
Score: -25620070.000000 Penalty: 6002.440918
	Iteration 128Q: 3 clusters Score -2.562007e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 164252 members 
Entering Unmasked Estep 
Score: -25620092.000000 Penalty: 6002.440918
	Iteration 129Q: 3 clusters Score -2.562009e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 164351 members 
Entering Unmasked Estep 
Score: -25620036.000000 Penalty: 6002.440918
	Iteration 130Q: 3 clusters Score -2.562004e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 164453 members 
Entering Unmasked Estep 
Score: -25620070.000000 Penalty: 6002.440918
	Iteration 131Q: 3 clusters Score -2.562007e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 164556 members 
Entering Unmasked Estep 
Score: -25620090.000000 Penalty: 6002.440918
	Iteration 132Q: 3 clusters Score -2.562009e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 164650 members 
Entering Unmasked Estep 
Score: -25620088.000000 Penalty: 6002.440918
	Iteration 133Q: 3 clusters Score -2.562009e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 164764 members 
Entering Unmasked Estep 
Score: -25620078.000000 Penalty: 6002.440918
	Iteration 134Q: 3 clusters Score -2.562008e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 164864 members 
Entering Unmasked Estep 
Score: -25620090.000000 Penalty: 6002.440918
	Iteration 135Q: 3 clusters Score -2.562009e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 164967 members 
Entering Unmasked Estep 
Score: -25620038.000000 Penalty: 6002.440918
	Iteration 136Q: 3 clusters Score -2.562004e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -25620032.000000 Penalty: 6002.440918
	Iteration 137Q: 3 clusters Score -2.562003e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 165197 members 
Entering Unmasked Estep 
Score: -25620018.000000 Penalty: 6002.440918
	Iteration 138Q: 3 clusters Score -2.562002e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -25620014.000000 Penalty: 6002.440918
	Iteration 139Q: 3 clusters Score -2.562001e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 165406 members 
Entering Unmasked Estep 
Score: -25620024.000000 Penalty: 6002.440918
	Iteration 140F: 3 clusters Score -2.562002e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 165511 members 
Entering Unmasked Estep 
Score: -25620066.000000 Penalty: 6002.440918
	Iteration 141Q: 3 clusters Score -2.562007e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -25620076.000000 Penalty: 6002.440918
	Iteration 142Q: 3 clusters Score -2.562008e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 165714 members 
Entering Unmasked Estep 
Score: -25620044.000000 Penalty: 6002.440918
	Iteration 143Q: 3 clusters Score -2.562004e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 165822 members 
Entering Unmasked Estep 
Score: -25620016.000000 Penalty: 6002.440918
	Iteration 144Q: 3 clusters Score -2.562002e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 165913 members 
Entering Unmasked Estep 
Score: -25619994.000000 Penalty: 6002.440918
	Iteration 145Q: 3 clusters Score -2.561999e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 166013 members 
Entering Unmasked Estep 
Score: -25619998.000000 Penalty: 6002.440918
	Iteration 146Q: 3 clusters Score -2.562e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 166109 members 
Entering Unmasked Estep 
Score: -25619992.000000 Penalty: 6002.440918
	Iteration 147Q: 3 clusters Score -2.561999e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 166199 members 
Entering Unmasked Estep 
Score: -25620016.000000 Penalty: 6002.440918
	Iteration 148Q: 3 clusters Score -2.562002e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 166285 members 
Entering Unmasked Estep 
Score: -25620016.000000 Penalty: 6002.440918
	Iteration 149Q: 3 clusters Score -2.562002e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 166371 members 
Entering Unmasked Estep 
Score: -25620026.000000 Penalty: 6002.440918
	Iteration 150Q: 3 clusters Score -2.562003e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 166460 members 
Entering Unmasked Estep 
Score: -25620016.000000 Penalty: 6002.440918
	Iteration 151Q: 3 clusters Score -2.562002e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 166550 members 
Entering Unmasked Estep 
Score: -25620004.000000 Penalty: 6002.440918
	Iteration 152Q: 3 clusters Score -2.562e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 166649 members 
Entering Unmasked Estep 
Score: -25619984.000000 Penalty: 6002.440918
	Iteration 153Q: 3 clusters Score -2.561998e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 166752 members 
Entering Unmasked Estep 
Score: -25619964.000000 Penalty: 6002.440918
	Iteration 154Q: 3 clusters Score -2.561996e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 166835 members 
Entering Unmasked Estep 
Score: -25619952.000000 Penalty: 6002.440918
	Iteration 155Q: 3 clusters Score -2.561995e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 166937 members 
Entering Unmasked Estep 
Score: -25619946.000000 Penalty: 6002.440918
	Iteration 156Q: 3 clusters Score -2.561995e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 167025 members 
Entering Unmasked Estep 
Score: -25619982.000000 Penalty: 6002.440918
	Iteration 157Q: 3 clusters Score -2.561998e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 167108 members 
Entering Unmasked Estep 
Score: -25619926.000000 Penalty: 6002.440918
	Iteration 158Q: 3 clusters Score -2.561993e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 167202 members 
Entering Unmasked Estep 
Score: -25619952.000000 Penalty: 6002.440918
	Iteration 159Q: 3 clusters Score -2.561995e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 167295 members 
Entering Unmasked Estep 
Score: -25619952.000000 Penalty: 6002.440918
	Iteration 160F: 3 clusters Score -2.561995e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 167400 members 
Entering Unmasked Estep 
Score: -25619896.000000 Penalty: 6002.440918
	Iteration 161Q: 3 clusters Score -2.56199e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 167501 members 
Entering Unmasked Estep 
Score: -25619892.000000 Penalty: 6002.440918
	Iteration 162Q: 3 clusters Score -2.561989e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 167596 members 
Entering Unmasked Estep 
Score: -25619938.000000 Penalty: 6002.440918
	Iteration 163Q: 3 clusters Score -2.561994e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 167695 members 
Entering Unmasked Estep 
Score: -25619894.000000 Penalty: 6002.440918
	Iteration 164Q: 3 clusters Score -2.561989e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 167798 members 
Entering Unmasked Estep 
Score: -25619874.000000 Penalty: 6002.440918
	Iteration 165Q: 3 clusters Score -2.561987e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 167898 members 
Entering Unmasked Estep 
Score: -25619848.000000 Penalty: 6002.440918
	Iteration 166Q: 3 clusters Score -2.561985e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 167985 members 
Entering Unmasked Estep 
Score: -25619882.000000 Penalty: 6002.440918
	Iteration 167Q: 3 clusters Score -2.561988e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 168069 members 
Entering Unmasked Estep 
Score: -25619854.000000 Penalty: 6002.440918
	Iteration 168Q: 3 clusters Score -2.561985e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 168158 members 
Entering Unmasked Estep 
Score: -25619840.000000 Penalty: 6002.440918
	Iteration 169Q: 3 clusters Score -2.561984e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 168252 members 
Entering Unmasked Estep 
Score: -25619864.000000 Penalty: 6002.440918
	Iteration 170Q: 3 clusters Score -2.561986e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 168335 members 
Entering Unmasked Estep 
Score: -25619858.000000 Penalty: 6002.440918
	Iteration 171Q: 3 clusters Score -2.561986e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 168427 members 
Entering Unmasked Estep 
Score: -25619884.000000 Penalty: 6002.440918
	Iteration 172Q: 3 clusters Score -2.561988e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 168530 members 
Entering Unmasked Estep 
Score: -25619900.000000 Penalty: 6002.440918
	Iteration 173Q: 3 clusters Score -2.56199e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 168624 members 
Entering Unmasked Estep 
Score: -25619888.000000 Penalty: 6002.440918
	Iteration 174Q: 3 clusters Score -2.561989e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 168696 members 
Entering Unmasked Estep 
Score: -25619914.000000 Penalty: 6002.440918
	Iteration 175Q: 3 clusters Score -2.561991e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 168770 members 
Entering Unmasked Estep 
Score: -25619924.000000 Penalty: 6002.440918
	Iteration 176Q: 3 clusters Score -2.561992e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 168837 members 
Entering Unmasked Estep 
Score: -25619958.000000 Penalty: 6002.440918
	Iteration 177Q: 3 clusters Score -2.561996e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 168903 members 
Entering Unmasked Estep 
Score: -25619950.000000 Penalty: 6002.440918
	Iteration 178Q: 3 clusters Score -2.561995e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 168966 members 
Entering Unmasked Estep 
Score: -25619958.000000 Penalty: 6002.440918
	Iteration 179Q: 3 clusters Score -2.561996e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 169027 members 
Entering Unmasked Estep 
Score: -25619904.000000 Penalty: 6002.440918
	Iteration 180F: 3 clusters Score -2.56199e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 169087 members 
Entering Unmasked Estep 
Score: -25619968.000000 Penalty: 6002.440918
	Iteration 181Q: 3 clusters Score -2.561997e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 169175 members 
Entering Unmasked Estep 
Score: -25619924.000000 Penalty: 6002.440918
	Iteration 182Q: 3 clusters Score -2.561992e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 169257 members 
Entering Unmasked Estep 
Score: -25619940.000000 Penalty: 6002.440918
	Iteration 183Q: 3 clusters Score -2.561994e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 169350 members 
Entering Unmasked Estep 
Score: -25619934.000000 Penalty: 6002.440918
	Iteration 184Q: 3 clusters Score -2.561993e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 169452 members 
Entering Unmasked Estep 
Score: -25619968.000000 Penalty: 6002.440918
	Iteration 185Q: 3 clusters Score -2.561997e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 169549 members 
Entering Unmasked Estep 
Score: -25619954.000000 Penalty: 6002.440918
	Iteration 186Q: 3 clusters Score -2.561995e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 169644 members 
Entering Unmasked Estep 
Score: -25619978.000000 Penalty: 6002.440918
	Iteration 187Q: 3 clusters Score -2.561998e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 169743 members 
Entering Unmasked Estep 
Score: -25619974.000000 Penalty: 6002.440918
	Iteration 188Q: 3 clusters Score -2.561997e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 169832 members 
Entering Unmasked Estep 
Score: -25619992.000000 Penalty: 6002.440918
	Iteration 189Q: 3 clusters Score -2.561999e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 169919 members 
Entering Unmasked Estep 
Score: -25620002.000000 Penalty: 6002.440918
	Iteration 190Q: 3 clusters Score -2.562e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 169985 members 
Entering Unmasked Estep 
Score: -25620002.000000 Penalty: 6002.440918
	Iteration 191Q: 3 clusters Score -2.562e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 170045 members 
Entering Unmasked Estep 
Score: -25619980.000000 Penalty: 6002.440918
	Iteration 192Q: 3 clusters Score -2.561998e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 170103 members 
Entering Unmasked Estep 
Score: -25619996.000000 Penalty: 6002.440918
	Iteration 193Q: 3 clusters Score -2.562e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 170166 members 
Entering Unmasked Estep 
Score: -25619996.000000 Penalty: 6002.440918
	Iteration 194Q: 3 clusters Score -2.562e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 170245 members 
Entering Unmasked Estep 
Score: -25619990.000000 Penalty: 6002.440918
	Iteration 195Q: 3 clusters Score -2.561999e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 170327 members 
Entering Unmasked Estep 
Score: -25619984.000000 Penalty: 6002.440918
	Iteration 196Q: 3 clusters Score -2.561998e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 170397 members 
Entering Unmasked Estep 
Score: -25619930.000000 Penalty: 6002.440918
	Iteration 197Q: 3 clusters Score -2.561993e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 170463 members 
Entering Unmasked Estep 
Score: -25619920.000000 Penalty: 6002.440918
	Iteration 198Q: 3 clusters Score -2.561992e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 170530 members 
Entering Unmasked Estep 
Score: -25619938.000000 Penalty: 6002.440918
	Iteration 199Q: 3 clusters Score -2.561994e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 170576 members 
Entering Unmasked Estep 
Score: -25619890.000000 Penalty: 6002.440918
	Iteration 200F: 3 clusters Score -2.561989e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 170620 members 
Entering Unmasked Estep 
Score: -25619910.000000 Penalty: 6002.440918
	Iteration 201Q: 3 clusters Score -2.561991e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 170663 members 
Entering Unmasked Estep 
Score: -25619890.000000 Penalty: 6002.440918
	Iteration 202Q: 3 clusters Score -2.561989e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 170709 members 
Entering Unmasked Estep 
Score: -25619900.000000 Penalty: 6002.440918
	Iteration 203Q: 3 clusters Score -2.56199e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 170750 members 
Entering Unmasked Estep 
Score: -25619882.000000 Penalty: 6002.440918
	Iteration 204Q: 3 clusters Score -2.561988e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 170803 members 
Entering Unmasked Estep 
Score: -25619880.000000 Penalty: 6002.440918
	Iteration 205Q: 3 clusters Score -2.561988e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 170845 members 
Entering Unmasked Estep 
Score: -25619908.000000 Penalty: 6002.440918
	Iteration 206Q: 3 clusters Score -2.561991e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 170880 members 
Entering Unmasked Estep 
Score: -25619906.000000 Penalty: 6002.440918
	Iteration 207Q: 3 clusters Score -2.561991e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 170925 members 
Entering Unmasked Estep 
Score: -25619858.000000 Penalty: 6002.440918
	Iteration 208Q: 3 clusters Score -2.561986e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 170966 members 
Entering Unmasked Estep 
Score: -25619816.000000 Penalty: 6002.440918
	Iteration 209Q: 3 clusters Score -2.561982e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 171011 members 
Entering Unmasked Estep 
Score: -25619806.000000 Penalty: 6002.440918
	Iteration 210Q: 3 clusters Score -2.561981e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 171046 members 
Entering Unmasked Estep 
Score: -25619822.000000 Penalty: 6002.440918
	Iteration 211Q: 3 clusters Score -2.561982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -25619776.000000 Penalty: 6002.440918
	Iteration 212Q: 3 clusters Score -2.561978e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 171111 members 
Entering Unmasked Estep 
Score: -25619800.000000 Penalty: 6002.440918
	Iteration 213Q: 3 clusters Score -2.56198e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 171152 members 
Entering Unmasked Estep 
Score: -25619796.000000 Penalty: 6002.440918
	Iteration 214Q: 3 clusters Score -2.56198e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 171196 members 
Entering Unmasked Estep 
Score: -25619772.000000 Penalty: 6002.440918
	Iteration 215Q: 3 clusters Score -2.561977e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 171234 members 
Entering Unmasked Estep 
Score: -25619796.000000 Penalty: 6002.440918
	Iteration 216Q: 3 clusters Score -2.56198e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 171266 members 
Entering Unmasked Estep 
Score: -25619818.000000 Penalty: 6002.440918
	Iteration 217Q: 3 clusters Score -2.561982e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 171309 members 
Entering Unmasked Estep 
Score: -25619824.000000 Penalty: 6002.440918
	Iteration 218Q: 3 clusters Score -2.561982e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 171353 members 
Entering Unmasked Estep 
Score: -25619810.000000 Penalty: 6002.440918
	Iteration 219Q: 3 clusters Score -2.561981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 171390 members 
Entering Unmasked Estep 
Score: -25619830.000000 Penalty: 6002.440918
	Iteration 220F: 3 clusters Score -2.561983e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 171422 members 
Entering Unmasked Estep 
Score: -25619834.000000 Penalty: 6002.440918
	Iteration 221Q: 3 clusters Score -2.561983e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 171447 members 
Entering Unmasked Estep 
Score: -25619806.000000 Penalty: 6002.440918
	Iteration 222Q: 3 clusters Score -2.561981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 171474 members 
Entering Unmasked Estep 
Score: -25619804.000000 Penalty: 6002.440918
	Iteration 223Q: 3 clusters Score -2.56198e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 171502 members 
Entering Unmasked Estep 
Score: -25619808.000000 Penalty: 6002.440918
	Iteration 224Q: 3 clusters Score -2.561981e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 171532 members 
Entering Unmasked Estep 
Score: -25619814.000000 Penalty: 6002.440918
	Iteration 225Q: 3 clusters Score -2.561981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 171557 members 
Entering Unmasked Estep 
Score: -25619818.000000 Penalty: 6002.440918
	Iteration 226Q: 3 clusters Score -2.561982e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 171582 members 
Entering Unmasked Estep 
Score: -25619798.000000 Penalty: 6002.440918
	Iteration 227Q: 3 clusters Score -2.56198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 171601 members 
Entering Unmasked Estep 
Score: -25619820.000000 Penalty: 6002.440918
	Iteration 228Q: 3 clusters Score -2.561982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 171615 members 
Entering Unmasked Estep 
Score: -25619816.000000 Penalty: 6002.440918
	Iteration 229Q: 3 clusters Score -2.561982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 171632 members 
Entering Unmasked Estep 
Score: -25619810.000000 Penalty: 6002.440918
	Iteration 230Q: 3 clusters Score -2.561981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 171644 members 
Entering Unmasked Estep 
Score: -25619818.000000 Penalty: 6002.440918
	Iteration 231Q: 3 clusters Score -2.561982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 171654 members 
Entering Unmasked Estep 
Score: -25619838.000000 Penalty: 6002.440918
	Iteration 232Q: 3 clusters Score -2.561984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 171665 members 
Entering Unmasked Estep 
Score: -25619836.000000 Penalty: 6002.440918
	Iteration 233Q: 3 clusters Score -2.561984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 171674 members 
Entering Unmasked Estep 
Score: -25619828.000000 Penalty: 6002.440918
	Iteration 234Q: 3 clusters Score -2.561983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 171682 members 
Entering Unmasked Estep 
Score: -25619820.000000 Penalty: 6002.440918
	Iteration 235Q: 3 clusters Score -2.561982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 171691 members 
Entering Unmasked Estep 
Score: -25619816.000000 Penalty: 6002.440918
	Iteration 236Q: 3 clusters Score -2.561982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 171703 members 
Entering Unmasked Estep 
Score: -25619848.000000 Penalty: 6002.440918
	Iteration 237Q: 3 clusters Score -2.561985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 171713 members 
Entering Unmasked Estep 
Score: -25619844.000000 Penalty: 6002.440918
	Iteration 238Q: 3 clusters Score -2.561984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 171723 members 
Entering Unmasked Estep 
Score: -25619848.000000 Penalty: 6002.440918
	Iteration 239Q: 3 clusters Score -2.561985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 171742 members 
Entering Unmasked Estep 
Score: -25619826.000000 Penalty: 6002.440918
	Iteration 240F: 3 clusters Score -2.561983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 171762 members 
Entering Unmasked Estep 
Score: -25619838.000000 Penalty: 6002.440918
	Iteration 241Q: 3 clusters Score -2.561984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 171781 members 
Entering Unmasked Estep 
Score: -25619842.000000 Penalty: 6002.440918
	Iteration 242Q: 3 clusters Score -2.561984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 171805 members 
Entering Unmasked Estep 
Score: -25619840.000000 Penalty: 6002.440918
	Iteration 243Q: 3 clusters Score -2.561984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 171819 members 
Entering Unmasked Estep 
Score: -25619812.000000 Penalty: 6002.440918
	Iteration 244Q: 3 clusters Score -2.561981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 171827 members 
Entering Unmasked Estep 
Score: -25619824.000000 Penalty: 6002.440918
	Iteration 245Q: 3 clusters Score -2.561982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 171833 members 
Entering Unmasked Estep 
Score: -25619808.000000 Penalty: 6002.440918
	Iteration 246Q: 3 clusters Score -2.561981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 171844 members 
Entering Unmasked Estep 
Score: -25619822.000000 Penalty: 6002.440918
	Iteration 247Q: 3 clusters Score -2.561982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 171855 members 
Entering Unmasked Estep 
Score: -25619830.000000 Penalty: 6002.440918
	Iteration 248Q: 3 clusters Score -2.561983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 171873 members 
Entering Unmasked Estep 
Score: -25619814.000000 Penalty: 6002.440918
	Iteration 249Q: 3 clusters Score -2.561981e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 171899 members 
Entering Unmasked Estep 
Score: -25619790.000000 Penalty: 6002.440918
	Iteration 250Q: 3 clusters Score -2.561979e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 171916 members 
Entering Unmasked Estep 
Score: -25619792.000000 Penalty: 6002.440918
	Iteration 251Q: 3 clusters Score -2.561979e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 171936 members 
Entering Unmasked Estep 
Score: -25619792.000000 Penalty: 6002.440918
	Iteration 252Q: 3 clusters Score -2.561979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 171958 members 
Entering Unmasked Estep 
Score: -25619794.000000 Penalty: 6002.440918
	Iteration 253Q: 3 clusters Score -2.561979e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 171981 members 
Entering Unmasked Estep 
Score: -25619794.000000 Penalty: 6002.440918
	Iteration 254Q: 3 clusters Score -2.561979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 171997 members 
Entering Unmasked Estep 
Score: -25619816.000000 Penalty: 6002.440918
	Iteration 255Q: 3 clusters Score -2.561982e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 172017 members 
Entering Unmasked Estep 
Score: -25619784.000000 Penalty: 6002.440918
	Iteration 256Q: 3 clusters Score -2.561978e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 172040 members 
Entering Unmasked Estep 
Score: -25619786.000000 Penalty: 6002.440918
	Iteration 257Q: 3 clusters Score -2.561979e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 172067 members 
Entering Unmasked Estep 
Score: -25619774.000000 Penalty: 6002.440918
	Iteration 258Q: 3 clusters Score -2.561977e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 172098 members 
Entering Unmasked Estep 
Score: -25619768.000000 Penalty: 6002.440918
	Iteration 259Q: 3 clusters Score -2.561977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 172124 members 
Entering Unmasked Estep 
Score: -25619782.000000 Penalty: 6002.440918
	Iteration 260F: 3 clusters Score -2.561978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 172150 members 
Entering Unmasked Estep 
Score: -25619758.000000 Penalty: 6002.440918
	Iteration 261Q: 3 clusters Score -2.561976e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 172175 members 
Entering Unmasked Estep 
Score: -25619750.000000 Penalty: 6002.440918
	Iteration 262Q: 3 clusters Score -2.561975e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 172197 members 
Entering Unmasked Estep 
Score: -25619782.000000 Penalty: 6002.440918
	Iteration 263Q: 3 clusters Score -2.561978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 172216 members 
Entering Unmasked Estep 
Score: -25619764.000000 Penalty: 6002.440918
	Iteration 264Q: 3 clusters Score -2.561976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 172229 members 
Entering Unmasked Estep 
Score: -25619768.000000 Penalty: 6002.440918
	Iteration 265Q: 3 clusters Score -2.561977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 172241 members 
Entering Unmasked Estep 
Score: -25619778.000000 Penalty: 6002.440918
	Iteration 266Q: 3 clusters Score -2.561978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 172257 members 
Entering Unmasked Estep 
Score: -25619794.000000 Penalty: 6002.440918
	Iteration 267Q: 3 clusters Score -2.561979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 172271 members 
Entering Unmasked Estep 
Score: -25619788.000000 Penalty: 6002.440918
	Iteration 268Q: 3 clusters Score -2.561979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 172282 members 
Entering Unmasked Estep 
Score: -25619794.000000 Penalty: 6002.440918
	Iteration 269Q: 3 clusters Score -2.561979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 172296 members 
Entering Unmasked Estep 
Score: -25619798.000000 Penalty: 6002.440918
	Iteration 270Q: 3 clusters Score -2.56198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 172312 members 
Entering Unmasked Estep 
Score: -25619820.000000 Penalty: 6002.440918
	Iteration 271Q: 3 clusters Score -2.561982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 172333 members 
Entering Unmasked Estep 
Score: -25619826.000000 Penalty: 6002.440918
	Iteration 272Q: 3 clusters Score -2.561983e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 172353 members 
Entering Unmasked Estep 
Score: -25619824.000000 Penalty: 6002.440918
	Iteration 273Q: 3 clusters Score -2.561982e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 172380 members 
Entering Unmasked Estep 
Score: -25619798.000000 Penalty: 6002.440918
	Iteration 274Q: 3 clusters Score -2.56198e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 172398 members 
Entering Unmasked Estep 
Score: -25619818.000000 Penalty: 6002.440918
	Iteration 275Q: 3 clusters Score -2.561982e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 172420 members 
Entering Unmasked Estep 
Score: -25619810.000000 Penalty: 6002.440918
	Iteration 276Q: 3 clusters Score -2.561981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 172439 members 
Entering Unmasked Estep 
Score: -25619796.000000 Penalty: 6002.440918
	Iteration 277Q: 3 clusters Score -2.56198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 172465 members 
Entering Unmasked Estep 
Score: -25619764.000000 Penalty: 6002.440918
	Iteration 278Q: 3 clusters Score -2.561976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 172482 members 
Entering Unmasked Estep 
Score: -25619762.000000 Penalty: 6002.440918
	Iteration 279Q: 3 clusters Score -2.561976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 172497 members 
Entering Unmasked Estep 
Score: -25619770.000000 Penalty: 6002.440918
	Iteration 280F: 3 clusters Score -2.561977e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 172517 members 
Entering Unmasked Estep 
Score: -25619770.000000 Penalty: 6002.440918
	Iteration 281Q: 3 clusters Score -2.561977e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 172538 members 
Entering Unmasked Estep 
Score: -25619786.000000 Penalty: 6002.440918
	Iteration 282Q: 3 clusters Score -2.561979e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 172561 members 
Entering Unmasked Estep 
Score: -25619782.000000 Penalty: 6002.440918
	Iteration 283Q: 3 clusters Score -2.561978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 172587 members 
Entering Unmasked Estep 
Score: -25619776.000000 Penalty: 6002.440918
	Iteration 284Q: 3 clusters Score -2.561978e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 172614 members 
Entering Unmasked Estep 
Score: -25619764.000000 Penalty: 6002.440918
	Iteration 285Q: 3 clusters Score -2.561976e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 172634 members 
Entering Unmasked Estep 
Score: -25619770.000000 Penalty: 6002.440918
	Iteration 286Q: 3 clusters Score -2.561977e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 172662 members 
Entering Unmasked Estep 
Score: -25619746.000000 Penalty: 6002.440918
	Iteration 287Q: 3 clusters Score -2.561975e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 172685 members 
Entering Unmasked Estep 
Score: -25619760.000000 Penalty: 6002.440918
	Iteration 288Q: 3 clusters Score -2.561976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 172703 members 
Entering Unmasked Estep 
Score: -25619738.000000 Penalty: 6002.440918
	Iteration 289Q: 3 clusters Score -2.561974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 172722 members 
Entering Unmasked Estep 
Score: -25619748.000000 Penalty: 6002.440918
	Iteration 290Q: 3 clusters Score -2.561975e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 172748 members 
Entering Unmasked Estep 
Score: -25619774.000000 Penalty: 6002.440918
	Iteration 291Q: 3 clusters Score -2.561977e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 172776 members 
Entering Unmasked Estep 
Score: -25619750.000000 Penalty: 6002.440918
	Iteration 292Q: 3 clusters Score -2.561975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 172795 members 
Entering Unmasked Estep 
Score: -25619754.000000 Penalty: 6002.440918
	Iteration 293Q: 3 clusters Score -2.561975e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 172817 members 
Entering Unmasked Estep 
Score: -25619752.000000 Penalty: 6002.440918
	Iteration 294Q: 3 clusters Score -2.561975e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 172840 members 
Entering Unmasked Estep 
Score: -25619754.000000 Penalty: 6002.440918
	Iteration 295Q: 3 clusters Score -2.561975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 172869 members 
Entering Unmasked Estep 
Score: -25619764.000000 Penalty: 6002.440918
	Iteration 296Q: 3 clusters Score -2.561976e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 172899 members 
Entering Unmasked Estep 
Score: -25619758.000000 Penalty: 6002.440918
	Iteration 297Q: 3 clusters Score -2.561976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 172922 members 
Entering Unmasked Estep 
Score: -25619796.000000 Penalty: 6002.440918
	Iteration 298Q: 3 clusters Score -2.56198e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 172951 members 
Entering Unmasked Estep 
Score: -25619760.000000 Penalty: 6002.440918
	Iteration 299Q: 3 clusters Score -2.561976e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 172978 members 
Entering Unmasked Estep 
Score: -25619800.000000 Penalty: 6002.440918
	Iteration 300F: 3 clusters Score -2.56198e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 173010 members 
Entering Unmasked Estep 
Score: -25619792.000000 Penalty: 6002.440918
	Iteration 301Q: 3 clusters Score -2.561979e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 173042 members 
Entering Unmasked Estep 
Score: -25619818.000000 Penalty: 6002.440918
	Iteration 302Q: 3 clusters Score -2.561982e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 173078 members 
Entering Unmasked Estep 
Score: -25619818.000000 Penalty: 6002.440918
	Iteration 303Q: 3 clusters Score -2.561982e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 173120 members 
Entering Unmasked Estep 
Score: -25619834.000000 Penalty: 6002.440918
	Iteration 304Q: 3 clusters Score -2.561983e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 173156 members 
Entering Unmasked Estep 
Score: -25619846.000000 Penalty: 6002.440918
	Iteration 305Q: 3 clusters Score -2.561985e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 173188 members 
Entering Unmasked Estep 
Score: -25619836.000000 Penalty: 6002.440918
	Iteration 306Q: 3 clusters Score -2.561984e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 173225 members 
Entering Unmasked Estep 
Score: -25619814.000000 Penalty: 6002.440918
	Iteration 307Q: 3 clusters Score -2.561981e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 173255 members 
Entering Unmasked Estep 
Score: -25619790.000000 Penalty: 6002.440918
	Iteration 308Q: 3 clusters Score -2.561979e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 173294 members 
Entering Unmasked Estep 
Score: -25619770.000000 Penalty: 6002.440918
	Iteration 309Q: 3 clusters Score -2.561977e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 173338 members 
Entering Unmasked Estep 
Score: -25619790.000000 Penalty: 6002.440918
	Iteration 310Q: 3 clusters Score -2.561979e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 173373 members 
Entering Unmasked Estep 
Score: -25619808.000000 Penalty: 6002.440918
	Iteration 311Q: 3 clusters Score -2.561981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 173412 members 
Entering Unmasked Estep 
Score: -25619784.000000 Penalty: 6002.440918
	Iteration 312Q: 3 clusters Score -2.561978e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 173451 members 
Entering Unmasked Estep 
Score: -25619780.000000 Penalty: 6002.440918
	Iteration 313Q: 3 clusters Score -2.561978e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 173492 members 
Entering Unmasked Estep 
Score: -25619782.000000 Penalty: 6002.440918
	Iteration 314Q: 3 clusters Score -2.561978e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 173523 members 
Entering Unmasked Estep 
Score: -25619796.000000 Penalty: 6002.440918
	Iteration 315Q: 3 clusters Score -2.56198e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 173556 members 
Entering Unmasked Estep 
Score: -25619794.000000 Penalty: 6002.440918
	Iteration 316Q: 3 clusters Score -2.561979e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 173598 members 
Entering Unmasked Estep 
Score: -25619748.000000 Penalty: 6002.440918
	Iteration 317Q: 3 clusters Score -2.561975e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -25619758.000000 Penalty: 6002.440918
	Iteration 318Q: 3 clusters Score -2.561976e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 173680 members 
Entering Unmasked Estep 
Score: -25619742.000000 Penalty: 6002.440918
	Iteration 319Q: 3 clusters Score -2.561974e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 173734 members 
Entering Unmasked Estep 
Score: -25619746.000000 Penalty: 6002.440918
	Iteration 320F: 3 clusters Score -2.561975e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 173785 members 
Entering Unmasked Estep 
Score: -25619762.000000 Penalty: 6002.440918
	Iteration 321Q: 3 clusters Score -2.561976e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 173834 members 
Entering Unmasked Estep 
Score: -25619766.000000 Penalty: 6002.440918
	Iteration 322Q: 3 clusters Score -2.561977e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 173883 members 
Entering Unmasked Estep 
Score: -25619752.000000 Penalty: 6002.440918
	Iteration 323Q: 3 clusters Score -2.561975e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 173931 members 
Entering Unmasked Estep 
Score: -25619752.000000 Penalty: 6002.440918
	Iteration 324Q: 3 clusters Score -2.561975e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 173981 members 
Entering Unmasked Estep 
Score: -25619744.000000 Penalty: 6002.440918
	Iteration 325Q: 3 clusters Score -2.561974e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 174040 members 
Entering Unmasked Estep 
Score: -25619760.000000 Penalty: 6002.440918
	Iteration 326Q: 3 clusters Score -2.561976e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 174114 members 
Entering Unmasked Estep 
Score: -25619822.000000 Penalty: 6002.440918
	Iteration 327Q: 3 clusters Score -2.561982e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 174186 members 
Entering Unmasked Estep 
Score: -25619826.000000 Penalty: 6002.440918
	Iteration 328Q: 3 clusters Score -2.561983e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 174245 members 
Entering Unmasked Estep 
Score: -25619846.000000 Penalty: 6002.440918
	Iteration 329Q: 3 clusters Score -2.561985e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 174302 members 
Entering Unmasked Estep 
Score: -25619814.000000 Penalty: 6002.440918
	Iteration 330Q: 3 clusters Score -2.561981e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 174350 members 
Entering Unmasked Estep 
Score: -25619740.000000 Penalty: 6002.440918
	Iteration 331Q: 3 clusters Score -2.561974e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 174392 members 
Entering Unmasked Estep 
Score: -25619758.000000 Penalty: 6002.440918
	Iteration 332Q: 3 clusters Score -2.561976e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 174422 members 
Entering Unmasked Estep 
Score: -25619772.000000 Penalty: 6002.440918
	Iteration 333Q: 3 clusters Score -2.561977e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 174457 members 
Entering Unmasked Estep 
Score: -25619754.000000 Penalty: 6002.440918
	Iteration 334Q: 3 clusters Score -2.561975e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 174507 members 
Entering Unmasked Estep 
Score: -25619776.000000 Penalty: 6002.440918
	Iteration 335Q: 3 clusters Score -2.561978e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 174558 members 
Entering Unmasked Estep 
Score: -25619764.000000 Penalty: 6002.440918
	Iteration 336Q: 3 clusters Score -2.561976e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 174598 members 
Entering Unmasked Estep 
Score: -25619772.000000 Penalty: 6002.440918
	Iteration 337Q: 3 clusters Score -2.561977e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 174638 members 
Entering Unmasked Estep 
Score: -25619744.000000 Penalty: 6002.440918
	Iteration 338Q: 3 clusters Score -2.561974e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 174661 members 
Entering Unmasked Estep 
Score: -25619768.000000 Penalty: 6002.440918
	Iteration 339Q: 3 clusters Score -2.561977e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 174691 members 
Entering Unmasked Estep 
Score: -25619764.000000 Penalty: 6002.440918
	Iteration 340F: 3 clusters Score -2.561976e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 174734 members 
Entering Unmasked Estep 
Score: -25619730.000000 Penalty: 6002.440918
	Iteration 341Q: 3 clusters Score -2.561973e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 174763 members 
Entering Unmasked Estep 
Score: -25619760.000000 Penalty: 6002.440918
	Iteration 342Q: 3 clusters Score -2.561976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 174786 members 
Entering Unmasked Estep 
Score: -25619732.000000 Penalty: 6002.440918
	Iteration 343Q: 3 clusters Score -2.561973e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 174802 members 
Entering Unmasked Estep 
Score: -25619722.000000 Penalty: 6002.440918
	Iteration 344Q: 3 clusters Score -2.561972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 174809 members 
Entering Unmasked Estep 
Score: -25619726.000000 Penalty: 6002.440918
	Iteration 345Q: 3 clusters Score -2.561973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 174817 members 
Entering Unmasked Estep 
Score: -25619720.000000 Penalty: 6002.440918
	Iteration 346Q: 3 clusters Score -2.561972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 174828 members 
Entering Unmasked Estep 
Score: -25619718.000000 Penalty: 6002.440918
	Iteration 347Q: 3 clusters Score -2.561972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 174840 members 
Entering Unmasked Estep 
Score: -25619708.000000 Penalty: 6002.440918
	Iteration 348Q: 3 clusters Score -2.561971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 174848 members 
Entering Unmasked Estep 
Score: -25619702.000000 Penalty: 6002.440918
	Iteration 349Q: 3 clusters Score -2.56197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 174850 members 
Entering Unmasked Estep 
Score: -25619686.000000 Penalty: 6002.440918
	Iteration 350Q: 3 clusters Score -2.561969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -25619666.000000 Penalty: 6002.440918
	Iteration 351Q: 3 clusters Score -2.561967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 174861 members 
Entering Unmasked Estep 
Score: -25619678.000000 Penalty: 6002.440918
	Iteration 352Q: 3 clusters Score -2.561968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 174866 members 
Entering Unmasked Estep 
Score: -25619690.000000 Penalty: 6002.440918
	Iteration 353Q: 3 clusters Score -2.561969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 174871 members 
Entering Unmasked Estep 
Score: -25619678.000000 Penalty: 6002.440918
	Iteration 354Q: 3 clusters Score -2.561968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 174879 members 
Entering Unmasked Estep 
Score: -25619658.000000 Penalty: 6002.440918
	Iteration 355Q: 3 clusters Score -2.561966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 174884 members 
Entering Unmasked Estep 
Score: -25619658.000000 Penalty: 6002.440918
	Iteration 356Q: 3 clusters Score -2.561966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 174891 members 
Entering Unmasked Estep 
Score: -25619674.000000 Penalty: 6002.440918
	Iteration 357Q: 3 clusters Score -2.561967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 174902 members 
Entering Unmasked Estep 
Score: -25619660.000000 Penalty: 6002.440918
	Iteration 358Q: 3 clusters Score -2.561966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 174907 members 
Entering Unmasked Estep 
Score: -25619680.000000 Penalty: 6002.440918
	Iteration 359Q: 3 clusters Score -2.561968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 174916 members 
Entering Unmasked Estep 
Score: -25619702.000000 Penalty: 6002.440918
	Iteration 360F: 3 clusters Score -2.56197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 174928 members 
Entering Unmasked Estep 
Score: -25619688.000000 Penalty: 6002.440918
	Iteration 361Q: 3 clusters Score -2.561969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 174944 members 
Entering Unmasked Estep 
Score: -25619646.000000 Penalty: 6002.440918
	Iteration 362Q: 3 clusters Score -2.561965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 174961 members 
Entering Unmasked Estep 
Score: -25619648.000000 Penalty: 6002.440918
	Iteration 363Q: 3 clusters Score -2.561965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 174974 members 
Entering Unmasked Estep 
Score: -25619688.000000 Penalty: 6002.440918
	Iteration 364Q: 3 clusters Score -2.561969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 174988 members 
Entering Unmasked Estep 
Score: -25619684.000000 Penalty: 6002.440918
	Iteration 365Q: 3 clusters Score -2.561968e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 175005 members 
Entering Unmasked Estep 
Score: -25619684.000000 Penalty: 6002.440918
	Iteration 366Q: 3 clusters Score -2.561968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 175023 members 
Entering Unmasked Estep 
Score: -25619686.000000 Penalty: 6002.440918
	Iteration 367Q: 3 clusters Score -2.561969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 175039 members 
Entering Unmasked Estep 
Score: -25619698.000000 Penalty: 6002.440918
	Iteration 368Q: 3 clusters Score -2.56197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 175047 members 
Entering Unmasked Estep 
Score: -25619674.000000 Penalty: 6002.440918
	Iteration 369Q: 3 clusters Score -2.561967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 175061 members 
Entering Unmasked Estep 
Score: -25619662.000000 Penalty: 6002.440918
	Iteration 370Q: 3 clusters Score -2.561966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 175073 members 
Entering Unmasked Estep 
Score: -25619634.000000 Penalty: 6002.440918
	Iteration 371Q: 3 clusters Score -2.561963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 175082 members 
Entering Unmasked Estep 
Score: -25619660.000000 Penalty: 6002.440918
	Iteration 372Q: 3 clusters Score -2.561966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 175094 members 
Entering Unmasked Estep 
Score: -25619642.000000 Penalty: 6002.440918
	Iteration 373Q: 3 clusters Score -2.561964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 175114 members 
Entering Unmasked Estep 
Score: -25619626.000000 Penalty: 6002.440918
	Iteration 374Q: 3 clusters Score -2.561963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 175133 members 
Entering Unmasked Estep 
Score: -25619638.000000 Penalty: 6002.440918
	Iteration 375Q: 3 clusters Score -2.561964e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 175155 members 
Entering Unmasked Estep 
Score: -25619614.000000 Penalty: 6002.440918
	Iteration 376Q: 3 clusters Score -2.561961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 175178 members 
Entering Unmasked Estep 
Score: -25619608.000000 Penalty: 6002.440918
	Iteration 377Q: 3 clusters Score -2.561961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 175195 members 
Entering Unmasked Estep 
Score: -25619616.000000 Penalty: 6002.440918
	Iteration 378Q: 3 clusters Score -2.561962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 175203 members 
Entering Unmasked Estep 
Score: -25619588.000000 Penalty: 6002.440918
	Iteration 379Q: 3 clusters Score -2.561959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 175213 members 
Entering Unmasked Estep 
Score: -25619602.000000 Penalty: 6002.440918
	Iteration 380F: 3 clusters Score -2.56196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 175225 members 
Entering Unmasked Estep 
Score: -25619612.000000 Penalty: 6002.440918
	Iteration 381Q: 3 clusters Score -2.561961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 175242 members 
Entering Unmasked Estep 
Score: -25619620.000000 Penalty: 6002.440918
	Iteration 382Q: 3 clusters Score -2.561962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 175249 members 
Entering Unmasked Estep 
Score: -25619616.000000 Penalty: 6002.440918
	Iteration 383Q: 3 clusters Score -2.561962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 175265 members 
Entering Unmasked Estep 
Score: -25619624.000000 Penalty: 6002.440918
	Iteration 384Q: 3 clusters Score -2.561962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 175277 members 
Entering Unmasked Estep 
Score: -25619628.000000 Penalty: 6002.440918
	Iteration 385Q: 3 clusters Score -2.561963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 175292 members 
Entering Unmasked Estep 
Score: -25619628.000000 Penalty: 6002.440918
	Iteration 386Q: 3 clusters Score -2.561963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 175310 members 
Entering Unmasked Estep 
Score: -25619616.000000 Penalty: 6002.440918
	Iteration 387Q: 3 clusters Score -2.561962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 175322 members 
Entering Unmasked Estep 
Score: -25619626.000000 Penalty: 6002.440918
	Iteration 388Q: 3 clusters Score -2.561963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 175332 members 
Entering Unmasked Estep 
Score: -25619636.000000 Penalty: 6002.440918
	Iteration 389Q: 3 clusters Score -2.561964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 175344 members 
Entering Unmasked Estep 
Score: -25619620.000000 Penalty: 6002.440918
	Iteration 390Q: 3 clusters Score -2.561962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 175356 members 
Entering Unmasked Estep 
Score: -25619602.000000 Penalty: 6002.440918
	Iteration 391Q: 3 clusters Score -2.56196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 175364 members 
Entering Unmasked Estep 
Score: -25619608.000000 Penalty: 6002.440918
	Iteration 392Q: 3 clusters Score -2.561961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 175365 members 
Entering Unmasked Estep 
Score: -25619612.000000 Penalty: 6002.440918
	Iteration 393Q: 3 clusters Score -2.561961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 175367 members 
Entering Unmasked Estep 
Score: -25619614.000000 Penalty: 6002.440918
	Iteration 394Q: 3 clusters Score -2.561961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 175372 members 
Entering Unmasked Estep 
Score: -25619610.000000 Penalty: 6002.440918
	Iteration 395Q: 3 clusters Score -2.561961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 175383 members 
Entering Unmasked Estep 
Score: -25619612.000000 Penalty: 6002.440918
	Iteration 396Q: 3 clusters Score -2.561961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 175395 members 
Entering Unmasked Estep 
Score: -25619594.000000 Penalty: 6002.440918
	Iteration 397Q: 3 clusters Score -2.561959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 175409 members 
Entering Unmasked Estep 
Score: -25619600.000000 Penalty: 6002.440918
	Iteration 398Q: 3 clusters Score -2.56196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 175424 members 
Entering Unmasked Estep 
Score: -25619590.000000 Penalty: 6002.440918
	Iteration 399Q: 3 clusters Score -2.561959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 175434 members 
Entering Unmasked Estep 
Score: -25619608.000000 Penalty: 6002.440918
	Iteration 400F: 3 clusters Score -2.561961e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 175449 members 
Entering Unmasked Estep 
Score: -25619598.000000 Penalty: 6002.440918
	Iteration 401Q: 3 clusters Score -2.56196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 175454 members 
Entering Unmasked Estep 
Score: -25619592.000000 Penalty: 6002.440918
	Iteration 402Q: 3 clusters Score -2.561959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 175460 members 
Entering Unmasked Estep 
Score: -25619602.000000 Penalty: 6002.440918
	Iteration 403Q: 3 clusters Score -2.56196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 175465 members 
Entering Unmasked Estep 
Score: -25619602.000000 Penalty: 6002.440918
	Iteration 404Q: 3 clusters Score -2.56196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 175469 members 
Entering Unmasked Estep 
Score: -25619604.000000 Penalty: 6002.440918
	Iteration 405Q: 3 clusters Score -2.56196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 175475 members 
Entering Unmasked Estep 
Score: -25619622.000000 Penalty: 6002.440918
	Iteration 406Q: 3 clusters Score -2.561962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 175482 members 
Entering Unmasked Estep 
Score: -25619618.000000 Penalty: 6002.440918
	Iteration 407Q: 3 clusters Score -2.561962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 175490 members 
Entering Unmasked Estep 
Score: -25619624.000000 Penalty: 6002.440918
	Iteration 408Q: 3 clusters Score -2.561962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 175501 members 
Entering Unmasked Estep 
Score: -25619610.000000 Penalty: 6002.440918
	Iteration 409Q: 3 clusters Score -2.561961e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 175514 members 
Entering Unmasked Estep 
Score: -25619610.000000 Penalty: 6002.440918
	Iteration 410Q: 3 clusters Score -2.561961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 175527 members 
Entering Unmasked Estep 
Score: -25619606.000000 Penalty: 6002.440918
	Iteration 411Q: 3 clusters Score -2.561961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 175533 members 
Entering Unmasked Estep 
Score: -25619610.000000 Penalty: 6002.440918
	Iteration 412Q: 3 clusters Score -2.561961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 175537 members 
Entering Unmasked Estep 
Score: -25619596.000000 Penalty: 6002.440918
	Iteration 413Q: 3 clusters Score -2.56196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 175545 members 
Entering Unmasked Estep 
Score: -25619602.000000 Penalty: 6002.440918
	Iteration 414Q: 3 clusters Score -2.56196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 175554 members 
Entering Unmasked Estep 
Score: -25619588.000000 Penalty: 6002.440918
	Iteration 415Q: 3 clusters Score -2.561959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 175568 members 
Entering Unmasked Estep 
Score: -25619616.000000 Penalty: 6002.440918
	Iteration 416Q: 3 clusters Score -2.561962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 175577 members 
Entering Unmasked Estep 
Score: -25619592.000000 Penalty: 6002.440918
	Iteration 417Q: 3 clusters Score -2.561959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 175585 members 
Entering Unmasked Estep 
Score: -25619590.000000 Penalty: 6002.440918
	Iteration 418Q: 3 clusters Score -2.561959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 175596 members 
Entering Unmasked Estep 
Score: -25619604.000000 Penalty: 6002.440918
	Iteration 419Q: 3 clusters Score -2.56196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 175603 members 
Entering Unmasked Estep 
Score: -25619584.000000 Penalty: 6002.440918
	Iteration 420F: 3 clusters Score -2.561958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 175615 members 
Entering Unmasked Estep 
Score: -25619602.000000 Penalty: 6002.440918
	Iteration 421Q: 3 clusters Score -2.56196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 175630 members 
Entering Unmasked Estep 
Score: -25619606.000000 Penalty: 6002.440918
	Iteration 422Q: 3 clusters Score -2.561961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 175640 members 
Entering Unmasked Estep 
Score: -25619604.000000 Penalty: 6002.440918
	Iteration 423Q: 3 clusters Score -2.56196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 175656 members 
Entering Unmasked Estep 
Score: -25619590.000000 Penalty: 6002.440918
	Iteration 424Q: 3 clusters Score -2.561959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 175663 members 
Entering Unmasked Estep 
Score: -25619594.000000 Penalty: 6002.440918
	Iteration 425Q: 3 clusters Score -2.561959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 175670 members 
Entering Unmasked Estep 
Score: -25619588.000000 Penalty: 6002.440918
	Iteration 426Q: 3 clusters Score -2.561959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 175679 members 
Entering Unmasked Estep 
Score: -25619584.000000 Penalty: 6002.440918
	Iteration 427Q: 3 clusters Score -2.561958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 175686 members 
Entering Unmasked Estep 
Score: -25619594.000000 Penalty: 6002.440918
	Iteration 428Q: 3 clusters Score -2.561959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 175695 members 
Entering Unmasked Estep 
Score: -25619636.000000 Penalty: 6002.440918
	Iteration 429Q: 3 clusters Score -2.561964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -25619634.000000 Penalty: 6002.440918
	Iteration 430Q: 3 clusters Score -2.561963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 175715 members 
Entering Unmasked Estep 
Score: -25619650.000000 Penalty: 6002.440918
	Iteration 431Q: 3 clusters Score -2.561965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 175726 members 
Entering Unmasked Estep 
Score: -25619650.000000 Penalty: 6002.440918
	Iteration 432Q: 3 clusters Score -2.561965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 175728 members 
Entering Unmasked Estep 
Score: -25619640.000000 Penalty: 6002.440918
	Iteration 433Q: 3 clusters Score -2.561964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -25619630.000000 Penalty: 6002.440918
	Iteration 434Q: 3 clusters Score -2.561963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 175750 members 
Entering Unmasked Estep 
Score: -25619630.000000 Penalty: 6002.440918
	Iteration 435Q: 3 clusters Score -2.561963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 175767 members 
Entering Unmasked Estep 
Score: -25619600.000000 Penalty: 6002.440918
	Iteration 436Q: 3 clusters Score -2.56196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 175777 members 
Entering Unmasked Estep 
Score: -25619608.000000 Penalty: 6002.440918
	Iteration 437Q: 3 clusters Score -2.561961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 175786 members 
Entering Unmasked Estep 
Score: -25619602.000000 Penalty: 6002.440918
	Iteration 438Q: 3 clusters Score -2.56196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 175800 members 
Entering Unmasked Estep 
Score: -25619604.000000 Penalty: 6002.440918
	Iteration 439Q: 3 clusters Score -2.56196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 175814 members 
Entering Unmasked Estep 
Score: -25619608.000000 Penalty: 6002.440918
	Iteration 440F: 3 clusters Score -2.561961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 175826 members 
Entering Unmasked Estep 
Score: -25619608.000000 Penalty: 6002.440918
	Iteration 441Q: 3 clusters Score -2.561961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 175840 members 
Entering Unmasked Estep 
Score: -25619630.000000 Penalty: 6002.440918
	Iteration 442Q: 3 clusters Score -2.561963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 175845 members 
Entering Unmasked Estep 
Score: -25619628.000000 Penalty: 6002.440918
	Iteration 443Q: 3 clusters Score -2.561963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 175848 members 
Entering Unmasked Estep 
Score: -25619634.000000 Penalty: 6002.440918
	Iteration 444Q: 3 clusters Score -2.561963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 175849 members 
Entering Unmasked Estep 
Score: -25619624.000000 Penalty: 6002.440918
	Iteration 445Q: 3 clusters Score -2.561962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 175856 members 
Entering Unmasked Estep 
Score: -25619618.000000 Penalty: 6002.440918
	Iteration 446Q: 3 clusters Score -2.561962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 175863 members 
Entering Unmasked Estep 
Score: -25619640.000000 Penalty: 6002.440918
	Iteration 447Q: 3 clusters Score -2.561964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 175871 members 
Entering Unmasked Estep 
Score: -25619626.000000 Penalty: 6002.440918
	Iteration 448Q: 3 clusters Score -2.561963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 175876 members 
Entering Unmasked Estep 
Score: -25619616.000000 Penalty: 6002.440918
	Iteration 449Q: 3 clusters Score -2.561962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 175883 members 
Entering Unmasked Estep 
Score: -25619602.000000 Penalty: 6002.440918
	Iteration 450Q: 3 clusters Score -2.56196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 175889 members 
Entering Unmasked Estep 
Score: -25619596.000000 Penalty: 6002.440918
	Iteration 451Q: 3 clusters Score -2.56196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 175898 members 
Entering Unmasked Estep 
Score: -25619596.000000 Penalty: 6002.440918
	Iteration 452Q: 3 clusters Score -2.56196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 175900 members 
Entering Unmasked Estep 
Score: -25619598.000000 Penalty: 6002.440918
	Iteration 453Q: 3 clusters Score -2.56196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 175902 members 
Entering Unmasked Estep 
Score: -25619608.000000 Penalty: 6002.440918
	Iteration 454Q: 3 clusters Score -2.561961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 175903 members 
Entering Unmasked Estep 
Score: -25619608.000000 Penalty: 6002.440918
	Iteration 455Q: 3 clusters Score -2.561961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 175908 members 
Entering Unmasked Estep 
Score: -25619614.000000 Penalty: 6002.440918
	Iteration 456Q: 3 clusters Score -2.561961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 175915 members 
Entering Unmasked Estep 
Score: -25619602.000000 Penalty: 6002.440918
	Iteration 457Q: 3 clusters Score -2.56196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 175922 members 
Entering Unmasked Estep 
Score: -25619610.000000 Penalty: 6002.440918
	Iteration 458Q: 3 clusters Score -2.561961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 175931 members 
Entering Unmasked Estep 
Score: -25619608.000000 Penalty: 6002.440918
	Iteration 459Q: 3 clusters Score -2.561961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 175939 members 
Entering Unmasked Estep 
Score: -25619616.000000 Penalty: 6002.440918
	Iteration 460F: 3 clusters Score -2.561962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 175943 members 
Entering Unmasked Estep 
Score: -25619622.000000 Penalty: 6002.440918
	Iteration 461Q: 3 clusters Score -2.561962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 175947 members 
Entering Unmasked Estep 
Score: -25619600.000000 Penalty: 6002.440918
	Iteration 462Q: 3 clusters Score -2.56196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 175949 members 
Entering Unmasked Estep 
Score: -25619602.000000 Penalty: 6002.440918
	Iteration 463Q: 3 clusters Score -2.56196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 175949 members 
Entering Unmasked Estep 
Score: -25619616.000000 Penalty: 6002.440918
	Iteration 464Q: 3 clusters Score -2.561962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 175948 members 
Entering Unmasked Estep 
Score: -25619618.000000 Penalty: 6002.440918
	Iteration 465Q: 3 clusters Score -2.561962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 175948 members 
Entering Unmasked Estep 
Score: -25619618.000000 Penalty: 6002.440918
	Iteration 466F: 3 clusters Score -2.561962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146249 members 
Entering Unmasked Estep 
Score: -20746698.000000 Penalty: 2949.480469
	Iteration 0F: 2 clusters Score -2.07467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -20651730.000000 Penalty: 5898.960938
	Iteration 0F: 3 clusters Score -2.065173e+07 nChanged 69811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -20692696.000000 Penalty: 5898.960938
	Iteration 1F: 3 clusters Score -2.06927e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -20694038.000000 Penalty: 5898.960938
	Iteration 2Q: 3 clusters Score -2.069404e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -20695920.000000 Penalty: 5898.960938
	Iteration 3Q: 3 clusters Score -2.069592e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -20699048.000000 Penalty: 5898.960938
	Iteration 4Q: 3 clusters Score -2.069905e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -20704226.000000 Penalty: 5898.960938
	Iteration 5F: 3 clusters Score -2.070423e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108090 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -20712356.000000 Penalty: 5898.960938
	Iteration 6F: 3 clusters Score -2.071236e+07 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119589 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -20722380.000000 Penalty: 5898.960938
	Iteration 7F: 3 clusters Score -2.072238e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129599 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -20731718.000000 Penalty: 5898.960938
	Iteration 8F: 3 clusters Score -2.073172e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136267 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -20738116.000000 Penalty: 5898.960938
	Iteration 9Q: 3 clusters Score -2.073812e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140083 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -20741410.000000 Penalty: 5898.960938
	Iteration 10Q: 3 clusters Score -2.074141e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142159 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -20743138.000000 Penalty: 5898.960938
	Iteration 11Q: 3 clusters Score -2.074314e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143264 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -20743824.000000 Penalty: 5898.960938
	Iteration 12Q: 3 clusters Score -2.074382e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143857 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -20744110.000000 Penalty: 5898.960938
	Iteration 13Q: 3 clusters Score -2.074411e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144235 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -20744248.000000 Penalty: 5898.960938
	Iteration 14Q: 3 clusters Score -2.074425e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144482 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -20744356.000000 Penalty: 5898.960938
	Iteration 15Q: 3 clusters Score -2.074436e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144655 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -20744456.000000 Penalty: 5898.960938
	Iteration 16Q: 3 clusters Score -2.074446e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144768 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -20744520.000000 Penalty: 5898.960938
	Iteration 17Q: 3 clusters Score -2.074452e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144858 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -20744564.000000 Penalty: 5898.960938
	Iteration 18Q: 3 clusters Score -2.074456e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144934 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -20744586.000000 Penalty: 5898.960938
	Iteration 19Q: 3 clusters Score -2.074459e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144990 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20744584.000000 Penalty: 5898.960938
	Iteration 20F: 3 clusters Score -2.074458e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145035 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20744616.000000 Penalty: 5898.960938
	Iteration 21Q: 3 clusters Score -2.074462e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145062 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20744578.000000 Penalty: 5898.960938
	Iteration 22Q: 3 clusters Score -2.074458e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145088 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -20744594.000000 Penalty: 5898.960938
	Iteration 23Q: 3 clusters Score -2.074459e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145115 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -20744596.000000 Penalty: 5898.960938
	Iteration 24Q: 3 clusters Score -2.07446e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145135 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -20744616.000000 Penalty: 5898.960938
	Iteration 25Q: 3 clusters Score -2.074462e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145145 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -20744626.000000 Penalty: 5898.960938
	Iteration 26Q: 3 clusters Score -2.074463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145153 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -20744616.000000 Penalty: 5898.960938
	Iteration 27Q: 3 clusters Score -2.074462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145168 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -20744602.000000 Penalty: 5898.960938
	Iteration 28Q: 3 clusters Score -2.07446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145184 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -20744624.000000 Penalty: 5898.960938
	Iteration 29Q: 3 clusters Score -2.074462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145197 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -20744630.000000 Penalty: 5898.960938
	Iteration 30Q: 3 clusters Score -2.074463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145198 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20744622.000000 Penalty: 5898.960938
	Iteration 31Q: 3 clusters Score -2.074462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145201 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20744616.000000 Penalty: 5898.960938
	Iteration 32Q: 3 clusters Score -2.074462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145203 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -20744612.000000 Penalty: 5898.960938
	Iteration 33Q: 3 clusters Score -2.074461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145210 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20744630.000000 Penalty: 5898.960938
	Iteration 34Q: 3 clusters Score -2.074463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145223 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20744626.000000 Penalty: 5898.960938
	Iteration 35Q: 3 clusters Score -2.074463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145233 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -20744634.000000 Penalty: 5898.960938
	Iteration 36Q: 3 clusters Score -2.074463e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145240 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20744632.000000 Penalty: 5898.960938
	Iteration 37Q: 3 clusters Score -2.074463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145248 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20744644.000000 Penalty: 5898.960938
	Iteration 38Q: 3 clusters Score -2.074464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20744644.000000 Penalty: 5898.960938
	Iteration 39Q: 3 clusters Score -2.074464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20744642.000000 Penalty: 5898.960938
	Iteration 40F: 3 clusters Score -2.074464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20744654.000000 Penalty: 5898.960938
	Iteration 41Q: 3 clusters Score -2.074465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20744658.000000 Penalty: 5898.960938
	Iteration 42Q: 3 clusters Score -2.074466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145250 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -20744656.000000 Penalty: 5898.960938
	Iteration 43Q: 3 clusters Score -2.074466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145250 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -20744652.000000 Penalty: 5898.960938
	Iteration 44Q: 3 clusters Score -2.074465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145248 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20744658.000000 Penalty: 5898.960938
	Iteration 45Q: 3 clusters Score -2.074466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145249 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20744658.000000 Penalty: 5898.960938
	Iteration 46Q: 3 clusters Score -2.074466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145249 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20744658.000000 Penalty: 5898.960938
	Iteration 47F: 3 clusters Score -2.074466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Entering Unmasked Estep 
Score: -1933619.000000 Penalty: 2358.810791
	Iteration 0F: 2 clusters Score -1933619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1923717.625000 Penalty: 4717.621582
	Iteration 0F: 3 clusters Score -1923718 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1926874.750000 Penalty: 4717.621582
	Iteration 1F: 3 clusters Score -1926875 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1927187.000000 Penalty: 4717.621582
	Iteration 2F: 3 clusters Score -1927187 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1927406.000000 Penalty: 4717.621582
	Iteration 3Q: 3 clusters Score -1927406 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1927578.625000 Penalty: 4717.621582
	Iteration 4Q: 3 clusters Score -1927579 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1927706.875000 Penalty: 4717.621582
	Iteration 5Q: 3 clusters Score -1927707 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1927823.125000 Penalty: 4717.621582
	Iteration 6Q: 3 clusters Score -1927823 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1927924.625000 Penalty: 4717.621582
	Iteration 7Q: 3 clusters Score -1927925 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1928017.875000 Penalty: 4717.621582
	Iteration 8Q: 3 clusters Score -1928018 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1928119.000000 Penalty: 4717.621582
	Iteration 9Q: 3 clusters Score -1928119 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1928234.125000 Penalty: 4717.621582
	Iteration 10Q: 3 clusters Score -1928234 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1928374.875000 Penalty: 4717.621582
	Iteration 11Q: 3 clusters Score -1928375 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1928513.500000 Penalty: 4717.621582
	Iteration 12Q: 3 clusters Score -1928514 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1928691.500000 Penalty: 4717.621582
	Iteration 13Q: 3 clusters Score -1928692 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1928904.750000 Penalty: 4717.621582
	Iteration 14Q: 3 clusters Score -1928905 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1929187.625000 Penalty: 4717.621582
	Iteration 15Q: 3 clusters Score -1929188 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1929531.250000 Penalty: 4717.621582
	Iteration 16Q: 3 clusters Score -1929531 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1929911.875000 Penalty: 4717.621582
	Iteration 17Q: 3 clusters Score -1929912 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1930270.750000 Penalty: 4717.621582
	Iteration 18Q: 3 clusters Score -1930271 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1930577.375000 Penalty: 4717.621582
	Iteration 19Q: 3 clusters Score -1930577 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1930792.500000 Penalty: 4717.621582
	Iteration 20F: 3 clusters Score -1930792 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1930946.125000 Penalty: 4717.621582
	Iteration 21Q: 3 clusters Score -1930946 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1931066.500000 Penalty: 4717.621582
	Iteration 22Q: 3 clusters Score -1931066 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1931155.125000 Penalty: 4717.621582
	Iteration 23Q: 3 clusters Score -1931155 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1931222.875000 Penalty: 4717.621582
	Iteration 24Q: 3 clusters Score -1931223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1931270.875000 Penalty: 4717.621582
	Iteration 25Q: 3 clusters Score -1931271 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1931324.250000 Penalty: 4717.621582
	Iteration 26Q: 3 clusters Score -1931324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1931357.375000 Penalty: 4717.621582
	Iteration 27Q: 3 clusters Score -1931357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1931374.375000 Penalty: 4717.621582
	Iteration 28Q: 3 clusters Score -1931374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1931397.625000 Penalty: 4717.621582
	Iteration 29Q: 3 clusters Score -1931398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1931412.625000 Penalty: 4717.621582
	Iteration 30Q: 3 clusters Score -1931413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1931423.625000 Penalty: 4717.621582
	Iteration 31Q: 3 clusters Score -1931424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1931431.000000 Penalty: 4717.621582
	Iteration 32Q: 3 clusters Score -1931431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1931438.500000 Penalty: 4717.621582
	Iteration 33Q: 3 clusters Score -1931438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1931442.500000 Penalty: 4717.621582
	Iteration 34Q: 3 clusters Score -1931442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1931445.125000 Penalty: 4717.621582
	Iteration 35Q: 3 clusters Score -1931445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1931456.375000 Penalty: 4717.621582
	Iteration 36Q: 3 clusters Score -1931456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1931468.250000 Penalty: 4717.621582
	Iteration 37Q: 3 clusters Score -1931468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1931473.875000 Penalty: 4717.621582
	Iteration 38Q: 3 clusters Score -1931474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1931484.375000 Penalty: 4717.621582
	Iteration 39Q: 3 clusters Score -1931484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1931495.625000 Penalty: 4717.621582
	Iteration 40F: 3 clusters Score -1931496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1931500.625000 Penalty: 4717.621582
	Iteration 41Q: 3 clusters Score -1931501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1931504.375000 Penalty: 4717.621582
	Iteration 42Q: 3 clusters Score -1931504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1931506.000000 Penalty: 4717.621582
	Iteration 43Q: 3 clusters Score -1931506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1931508.375000 Penalty: 4717.621582
	Iteration 44Q: 3 clusters Score -1931508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1931511.375000 Penalty: 4717.621582
	Iteration 45Q: 3 clusters Score -1931511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1931511.750000 Penalty: 4717.621582
	Iteration 46Q: 3 clusters Score -1931512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1931511.750000 Penalty: 4717.621582
	Iteration 47F: 3 clusters Score -1931512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -63527.683594 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -63527.68 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 260 members 
Entering Unmasked Estep 
Score: -62040.511719 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -62040.51 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -62321.457031 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -62321.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62549.906250 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -62549.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62751.656250 Penalty: 3094.208984
	Iteration 3Q: 3 clusters Score -62751.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62851.988281 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -62851.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62919.093750 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -62919.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63023.617188 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -63023.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63101.222656 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -63101.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63131.808594 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -63131.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63180.078125 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -63180.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63209.480469 Penalty: 3094.208984
	Iteration 10Q: 3 clusters Score -63209.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63225.230469 Penalty: 3094.208984
	Iteration 11Q: 3 clusters Score -63225.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63239.875000 Penalty: 3094.208984
	Iteration 12Q: 3 clusters Score -63239.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63255.144531 Penalty: 3094.208984
	Iteration 13Q: 3 clusters Score -63255.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63272.453125 Penalty: 3094.208984
	Iteration 14Q: 3 clusters Score -63272.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63289.675781 Penalty: 3094.208984
	Iteration 15Q: 3 clusters Score -63289.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63299.375000 Penalty: 3094.208984
	Iteration 16Q: 3 clusters Score -63299.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63305.535156 Penalty: 3094.208984
	Iteration 17Q: 3 clusters Score -63305.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63332.488281 Penalty: 3094.208984
	Iteration 18F: 3 clusters Score -63332.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63423.433594 Penalty: 3094.208984
	Iteration 19Q: 3 clusters Score -63423.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63437.011719 Penalty: 3094.208984
	Iteration 20F: 3 clusters Score -63437.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63443.332031 Penalty: 3094.208984
	Iteration 21Q: 3 clusters Score -63443.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63443.332031 Penalty: 3094.208984
	Iteration 22F: 3 clusters Score -63443.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -262031.281250 Penalty: 1869.678711
	Iteration 0F: 2 clusters Score -262031.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -259443.625000 Penalty: 3739.357422
	Iteration 0F: 3 clusters Score -259443.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -259892.484375 Penalty: 3739.357422
	Iteration 1F: 3 clusters Score -259892.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -260039.765625 Penalty: 3739.357422
	Iteration 2F: 3 clusters Score -260039.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -260157.531250 Penalty: 3739.357422
	Iteration 3Q: 3 clusters Score -260157.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -260281.281250 Penalty: 3739.357422
	Iteration 4Q: 3 clusters Score -260281.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -260379.312500 Penalty: 3739.357422
	Iteration 5Q: 3 clusters Score -260379.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -260437.875000 Penalty: 3739.357422
	Iteration 6Q: 3 clusters Score -260437.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -260489.937500 Penalty: 3739.357422
	Iteration 7Q: 3 clusters Score -260489.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -260528.843750 Penalty: 3739.357422
	Iteration 8Q: 3 clusters Score -260528.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -260559.609375 Penalty: 3739.357422
	Iteration 9Q: 3 clusters Score -260559.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -260584.125000 Penalty: 3739.357422
	Iteration 10Q: 3 clusters Score -260584.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -260596.265625 Penalty: 3739.357422
	Iteration 11Q: 3 clusters Score -260596.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -260606.906250 Penalty: 3739.357422
	Iteration 12Q: 3 clusters Score -260606.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -260620.312500 Penalty: 3739.357422
	Iteration 13Q: 3 clusters Score -260620.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -260628.343750 Penalty: 3739.357422
	Iteration 14Q: 3 clusters Score -260628.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -260637.109375 Penalty: 3739.357422
	Iteration 15Q: 3 clusters Score -260637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -260644.203125 Penalty: 3739.357422
	Iteration 16Q: 3 clusters Score -260644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -260648.625000 Penalty: 3739.357422
	Iteration 17Q: 3 clusters Score -260648.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -260649.718750 Penalty: 3739.357422
	Iteration 18Q: 3 clusters Score -260649.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -260651.203125 Penalty: 3739.357422
	Iteration 19Q: 3 clusters Score -260651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -260655.031250 Penalty: 3739.357422
	Iteration 20F: 3 clusters Score -260655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -260662.109375 Penalty: 3739.357422
	Iteration 21Q: 3 clusters Score -260662.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -260668.625000 Penalty: 3739.357422
	Iteration 22Q: 3 clusters Score -260668.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -260671.281250 Penalty: 3739.357422
	Iteration 23Q: 3 clusters Score -260671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -260671.843750 Penalty: 3739.357422
	Iteration 24Q: 3 clusters Score -260671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -260673.656250 Penalty: 3739.357422
	Iteration 25Q: 3 clusters Score -260673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -260676.500000 Penalty: 3739.357422
	Iteration 26Q: 3 clusters Score -260676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -260677.140625 Penalty: 3739.357422
	Iteration 27Q: 3 clusters Score -260677.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -260677.140625 Penalty: 3739.357422
	Iteration 28F: 3 clusters Score -260677.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -24205.589844 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -24205.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23056.957031 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -23056.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23232.705078 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -23232.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23378.542969 Penalty: 2738.644775
	Iteration 2F: 3 clusters Score -23378.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23427.298828 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -23427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23431.636719 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -23431.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23443.205078 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -23443.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23461.259766 Penalty: 2738.644775
	Iteration 6Q: 3 clusters Score -23461.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23490.064453 Penalty: 2738.644775
	Iteration 7Q: 3 clusters Score -23490.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23511.517578 Penalty: 2738.644775
	Iteration 8Q: 3 clusters Score -23511.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23538.945312 Penalty: 2738.644775
	Iteration 9Q: 3 clusters Score -23538.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23545.939453 Penalty: 2738.644775
	Iteration 10Q: 3 clusters Score -23545.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23552.914062 Penalty: 2738.644775
	Iteration 11Q: 3 clusters Score -23552.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23552.914062 Penalty: 2738.644775
	Iteration 12F: 3 clusters Score -23552.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (153829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153829 members 
Entering Unmasked Estep 
Score: -21574318.000000 Penalty: 2962.011963
	Iteration 0F: 2 clusters Score -2.157432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -21476786.000000 Penalty: 5924.023926
	Iteration 0F: 3 clusters Score -2.147679e+07 nChanged 73267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 77407 members 
Entering Unmasked Estep 
Score: -21519186.000000 Penalty: 5924.023926
	Iteration 1F: 3 clusters Score -2.151919e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -21520154.000000 Penalty: 5924.023926
	Iteration 2Q: 3 clusters Score -2.152015e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -21521528.000000 Penalty: 5924.023926
	Iteration 3Q: 3 clusters Score -2.152153e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -21523372.000000 Penalty: 5924.023926
	Iteration 4Q: 3 clusters Score -2.152337e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -21526092.000000 Penalty: 5924.023926
	Iteration 5Q: 3 clusters Score -2.152609e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -21529990.000000 Penalty: 5924.023926
	Iteration 6Q: 3 clusters Score -2.152999e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77101 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -21535774.000000 Penalty: 5924.023926
	Iteration 7F: 3 clusters Score -2.153577e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -21543696.000000 Penalty: 5924.023926
	Iteration 8F: 3 clusters Score -2.15437e+07 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -21551808.000000 Penalty: 5924.023926
	Iteration 9F: 3 clusters Score -2.155181e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 70370 members 
Entering Unmasked Estep 
Score: -21556816.000000 Penalty: 5924.023926
	Iteration 10F: 3 clusters Score -2.155682e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -21559096.000000 Penalty: 5924.023926
	Iteration 11Q: 3 clusters Score -2.15591e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -21560430.000000 Penalty: 5924.023926
	Iteration 12Q: 3 clusters Score -2.156043e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -21561550.000000 Penalty: 5924.023926
	Iteration 13Q: 3 clusters Score -2.156155e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92891 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -21562818.000000 Penalty: 5924.023926
	Iteration 14Q: 3 clusters Score -2.156282e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -21564084.000000 Penalty: 5924.023926
	Iteration 15Q: 3 clusters Score -2.156408e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -21565576.000000 Penalty: 5924.023926
	Iteration 16Q: 3 clusters Score -2.156558e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104040 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -21566896.000000 Penalty: 5924.023926
	Iteration 17Q: 3 clusters Score -2.15669e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -21568142.000000 Penalty: 5924.023926
	Iteration 18Q: 3 clusters Score -2.156814e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113021 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -21569302.000000 Penalty: 5924.023926
	Iteration 19Q: 3 clusters Score -2.15693e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117320 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -21570116.000000 Penalty: 5924.023926
	Iteration 20F: 3 clusters Score -2.157012e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121397 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -21570862.000000 Penalty: 5924.023926
	Iteration 21Q: 3 clusters Score -2.157086e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125089 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -21571464.000000 Penalty: 5924.023926
	Iteration 22Q: 3 clusters Score -2.157146e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128392 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -21572182.000000 Penalty: 5924.023926
	Iteration 23Q: 3 clusters Score -2.157218e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131258 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -21572704.000000 Penalty: 5924.023926
	Iteration 24Q: 3 clusters Score -2.15727e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133694 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -21573132.000000 Penalty: 5924.023926
	Iteration 25Q: 3 clusters Score -2.157313e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135729 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -21573564.000000 Penalty: 5924.023926
	Iteration 26Q: 3 clusters Score -2.157356e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137455 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -21573888.000000 Penalty: 5924.023926
	Iteration 27Q: 3 clusters Score -2.157389e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138999 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -21574066.000000 Penalty: 5924.023926
	Iteration 28Q: 3 clusters Score -2.157407e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140333 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -21574130.000000 Penalty: 5924.023926
	Iteration 29Q: 3 clusters Score -2.157413e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141455 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -21574162.000000 Penalty: 5924.023926
	Iteration 30Q: 3 clusters Score -2.157416e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142434 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -21574370.000000 Penalty: 5924.023926
	Iteration 31Q: 3 clusters Score -2.157437e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143288 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -21574486.000000 Penalty: 5924.023926
	Iteration 32Q: 3 clusters Score -2.157449e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144042 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -21574564.000000 Penalty: 5924.023926
	Iteration 33Q: 3 clusters Score -2.157456e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144710 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -21574592.000000 Penalty: 5924.023926
	Iteration 34Q: 3 clusters Score -2.157459e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145300 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -21574494.000000 Penalty: 5924.023926
	Iteration 35Q: 3 clusters Score -2.157449e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145830 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -21574430.000000 Penalty: 5924.023926
	Iteration 36Q: 3 clusters Score -2.157443e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146287 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -21574392.000000 Penalty: 5924.023926
	Iteration 37Q: 3 clusters Score -2.157439e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -21574454.000000 Penalty: 5924.023926
	Iteration 38Q: 3 clusters Score -2.157445e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147024 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -21574358.000000 Penalty: 5924.023926
	Iteration 39Q: 3 clusters Score -2.157436e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147364 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -21574314.000000 Penalty: 5924.023926
	Iteration 40F: 3 clusters Score -2.157431e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -21574242.000000 Penalty: 5924.023926
	Iteration 41Q: 3 clusters Score -2.157424e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148018 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -21574186.000000 Penalty: 5924.023926
	Iteration 42Q: 3 clusters Score -2.157419e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -21574076.000000 Penalty: 5924.023926
	Iteration 43Q: 3 clusters Score -2.157408e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148542 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -21574036.000000 Penalty: 5924.023926
	Iteration 44Q: 3 clusters Score -2.157404e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148752 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -21573996.000000 Penalty: 5924.023926
	Iteration 45Q: 3 clusters Score -2.1574e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148948 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -21573952.000000 Penalty: 5924.023926
	Iteration 46Q: 3 clusters Score -2.157395e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149111 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -21573916.000000 Penalty: 5924.023926
	Iteration 47Q: 3 clusters Score -2.157392e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149242 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -21573850.000000 Penalty: 5924.023926
	Iteration 48Q: 3 clusters Score -2.157385e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149358 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -21573790.000000 Penalty: 5924.023926
	Iteration 49Q: 3 clusters Score -2.157379e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149470 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -21573734.000000 Penalty: 5924.023926
	Iteration 50Q: 3 clusters Score -2.157373e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149571 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -21573690.000000 Penalty: 5924.023926
	Iteration 51Q: 3 clusters Score -2.157369e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -21573666.000000 Penalty: 5924.023926
	Iteration 52Q: 3 clusters Score -2.157367e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149790 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -21573646.000000 Penalty: 5924.023926
	Iteration 53Q: 3 clusters Score -2.157365e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149885 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -21573588.000000 Penalty: 5924.023926
	Iteration 54Q: 3 clusters Score -2.157359e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149959 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -21573590.000000 Penalty: 5924.023926
	Iteration 55Q: 3 clusters Score -2.157359e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150042 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -21573608.000000 Penalty: 5924.023926
	Iteration 56Q: 3 clusters Score -2.157361e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150122 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -21573574.000000 Penalty: 5924.023926
	Iteration 57Q: 3 clusters Score -2.157357e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150182 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -21573566.000000 Penalty: 5924.023926
	Iteration 58Q: 3 clusters Score -2.157357e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150241 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -21573528.000000 Penalty: 5924.023926
	Iteration 59Q: 3 clusters Score -2.157353e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -21573508.000000 Penalty: 5924.023926
	Iteration 60F: 3 clusters Score -2.157351e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150356 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -21573496.000000 Penalty: 5924.023926
	Iteration 61Q: 3 clusters Score -2.15735e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150409 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -21573496.000000 Penalty: 5924.023926
	Iteration 62Q: 3 clusters Score -2.15735e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150455 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -21573516.000000 Penalty: 5924.023926
	Iteration 63Q: 3 clusters Score -2.157352e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150498 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -21573496.000000 Penalty: 5924.023926
	Iteration 64Q: 3 clusters Score -2.15735e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150548 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -21573492.000000 Penalty: 5924.023926
	Iteration 65Q: 3 clusters Score -2.157349e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150586 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -21573476.000000 Penalty: 5924.023926
	Iteration 66Q: 3 clusters Score -2.157348e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150622 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -21573460.000000 Penalty: 5924.023926
	Iteration 67Q: 3 clusters Score -2.157346e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150662 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -21573464.000000 Penalty: 5924.023926
	Iteration 68Q: 3 clusters Score -2.157346e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -21573440.000000 Penalty: 5924.023926
	Iteration 69Q: 3 clusters Score -2.157344e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150752 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -21573402.000000 Penalty: 5924.023926
	Iteration 70Q: 3 clusters Score -2.15734e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150795 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -21573430.000000 Penalty: 5924.023926
	Iteration 71Q: 3 clusters Score -2.157343e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150840 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -21573422.000000 Penalty: 5924.023926
	Iteration 72Q: 3 clusters Score -2.157342e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150889 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -21573406.000000 Penalty: 5924.023926
	Iteration 73Q: 3 clusters Score -2.157341e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150932 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -21573410.000000 Penalty: 5924.023926
	Iteration 74Q: 3 clusters Score -2.157341e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150974 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -21573370.000000 Penalty: 5924.023926
	Iteration 75Q: 3 clusters Score -2.157337e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -21573372.000000 Penalty: 5924.023926
	Iteration 76Q: 3 clusters Score -2.157337e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21573332.000000 Penalty: 5924.023926
	Iteration 77Q: 3 clusters Score -2.157333e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -21573330.000000 Penalty: 5924.023926
	Iteration 78Q: 3 clusters Score -2.157333e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -21573294.000000 Penalty: 5924.023926
	Iteration 79Q: 3 clusters Score -2.157329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151135 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -21573302.000000 Penalty: 5924.023926
	Iteration 80F: 3 clusters Score -2.15733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151152 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -21573282.000000 Penalty: 5924.023926
	Iteration 81Q: 3 clusters Score -2.157328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151168 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -21573226.000000 Penalty: 5924.023926
	Iteration 82Q: 3 clusters Score -2.157323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151187 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -21573200.000000 Penalty: 5924.023926
	Iteration 83Q: 3 clusters Score -2.15732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151194 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -21573196.000000 Penalty: 5924.023926
	Iteration 84Q: 3 clusters Score -2.15732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151200 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -21573202.000000 Penalty: 5924.023926
	Iteration 85Q: 3 clusters Score -2.15732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151201 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -21573194.000000 Penalty: 5924.023926
	Iteration 86Q: 3 clusters Score -2.157319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151205 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -21573210.000000 Penalty: 5924.023926
	Iteration 87Q: 3 clusters Score -2.157321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151210 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -21573194.000000 Penalty: 5924.023926
	Iteration 88Q: 3 clusters Score -2.157319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151213 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -21573200.000000 Penalty: 5924.023926
	Iteration 89Q: 3 clusters Score -2.15732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151215 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -21573214.000000 Penalty: 5924.023926
	Iteration 90Q: 3 clusters Score -2.157321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151217 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -21573210.000000 Penalty: 5924.023926
	Iteration 91Q: 3 clusters Score -2.157321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151219 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -21573208.000000 Penalty: 5924.023926
	Iteration 92Q: 3 clusters Score -2.157321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151219 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -21573206.000000 Penalty: 5924.023926
	Iteration 93Q: 3 clusters Score -2.157321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151221 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -21573208.000000 Penalty: 5924.023926
	Iteration 94Q: 3 clusters Score -2.157321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151223 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -21573212.000000 Penalty: 5924.023926
	Iteration 95Q: 3 clusters Score -2.157321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -21573216.000000 Penalty: 5924.023926
	Iteration 96Q: 3 clusters Score -2.157322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -21573216.000000 Penalty: 5924.023926
	Iteration 97F: 3 clusters Score -2.157322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Entering Unmasked Estep 
Score: -983251.312500 Penalty: 2194.287842
	Iteration 0F: 2 clusters Score -983251.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -977457.937500 Penalty: 4388.575684
	Iteration 0F: 3 clusters Score -977457.9 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -978913.625000 Penalty: 4388.575684
	Iteration 1F: 3 clusters Score -978913.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -979157.062500 Penalty: 4388.575684
	Iteration 2F: 3 clusters Score -979157.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -979296.000000 Penalty: 4388.575684
	Iteration 3Q: 3 clusters Score -979296 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -979398.687500 Penalty: 4388.575684
	Iteration 4Q: 3 clusters Score -979398.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -979475.062500 Penalty: 4388.575684
	Iteration 5Q: 3 clusters Score -979475.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -979537.125000 Penalty: 4388.575684
	Iteration 6Q: 3 clusters Score -979537.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -979584.812500 Penalty: 4388.575684
	Iteration 7Q: 3 clusters Score -979584.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -979629.250000 Penalty: 4388.575684
	Iteration 8Q: 3 clusters Score -979629.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -979669.250000 Penalty: 4388.575684
	Iteration 9Q: 3 clusters Score -979669.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -979713.062500 Penalty: 4388.575684
	Iteration 10Q: 3 clusters Score -979713.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -979762.625000 Penalty: 4388.575684
	Iteration 11Q: 3 clusters Score -979762.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -979804.625000 Penalty: 4388.575684
	Iteration 12Q: 3 clusters Score -979804.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -979849.500000 Penalty: 4388.575684
	Iteration 13Q: 3 clusters Score -979849.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -979900.500000 Penalty: 4388.575684
	Iteration 14Q: 3 clusters Score -979900.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -979943.687500 Penalty: 4388.575684
	Iteration 15Q: 3 clusters Score -979943.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -979992.625000 Penalty: 4388.575684
	Iteration 16Q: 3 clusters Score -979992.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -980051.312500 Penalty: 4388.575684
	Iteration 17Q: 3 clusters Score -980051.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -980115.562500 Penalty: 4388.575684
	Iteration 18Q: 3 clusters Score -980115.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -980185.625000 Penalty: 4388.575684
	Iteration 19Q: 3 clusters Score -980185.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -980260.875000 Penalty: 4388.575684
	Iteration 20F: 3 clusters Score -980260.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -980349.375000 Penalty: 4388.575684
	Iteration 21Q: 3 clusters Score -980349.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -980461.562500 Penalty: 4388.575684
	Iteration 22Q: 3 clusters Score -980461.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -980571.562500 Penalty: 4388.575684
	Iteration 23Q: 3 clusters Score -980571.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -980700.312500 Penalty: 4388.575684
	Iteration 24Q: 3 clusters Score -980700.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -980817.500000 Penalty: 4388.575684
	Iteration 25Q: 3 clusters Score -980817.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -980908.875000 Penalty: 4388.575684
	Iteration 26Q: 3 clusters Score -980908.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -980957.375000 Penalty: 4388.575684
	Iteration 27Q: 3 clusters Score -980957.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -980999.125000 Penalty: 4388.575684
	Iteration 28Q: 3 clusters Score -980999.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -981033.875000 Penalty: 4388.575684
	Iteration 29Q: 3 clusters Score -981033.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -981064.875000 Penalty: 4388.575684
	Iteration 30Q: 3 clusters Score -981064.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -981097.875000 Penalty: 4388.575684
	Iteration 31Q: 3 clusters Score -981097.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -981120.937500 Penalty: 4388.575684
	Iteration 32Q: 3 clusters Score -981120.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -981133.750000 Penalty: 4388.575684
	Iteration 33Q: 3 clusters Score -981133.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -981141.250000 Penalty: 4388.575684
	Iteration 34Q: 3 clusters Score -981141.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -981148.750000 Penalty: 4388.575684
	Iteration 35Q: 3 clusters Score -981148.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -981154.125000 Penalty: 4388.575684
	Iteration 36Q: 3 clusters Score -981154.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -981160.750000 Penalty: 4388.575684
	Iteration 37Q: 3 clusters Score -981160.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -981166.437500 Penalty: 4388.575684
	Iteration 38Q: 3 clusters Score -981166.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -981171.750000 Penalty: 4388.575684
	Iteration 39Q: 3 clusters Score -981171.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -981177.250000 Penalty: 4388.575684
	Iteration 40F: 3 clusters Score -981177.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -981179.687500 Penalty: 4388.575684
	Iteration 41Q: 3 clusters Score -981179.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -981187.125000 Penalty: 4388.575684
	Iteration 42Q: 3 clusters Score -981187.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -981199.187500 Penalty: 4388.575684
	Iteration 43Q: 3 clusters Score -981199.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -981206.812500 Penalty: 4388.575684
	Iteration 44Q: 3 clusters Score -981206.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -981220.000000 Penalty: 4388.575684
	Iteration 45Q: 3 clusters Score -981220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -981234.812500 Penalty: 4388.575684
	Iteration 46Q: 3 clusters Score -981234.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -981244.437500 Penalty: 4388.575684
	Iteration 47Q: 3 clusters Score -981244.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -981253.625000 Penalty: 4388.575684
	Iteration 48Q: 3 clusters Score -981253.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -981257.875000 Penalty: 4388.575684
	Iteration 49Q: 3 clusters Score -981257.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -981266.812500 Penalty: 4388.575684
	Iteration 50Q: 3 clusters Score -981266.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -981272.500000 Penalty: 4388.575684
	Iteration 51Q: 3 clusters Score -981272.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -981271.937500 Penalty: 4388.575684
	Iteration 52Q: 3 clusters Score -981271.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -981273.500000 Penalty: 4388.575684
	Iteration 53Q: 3 clusters Score -981273.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -981276.625000 Penalty: 4388.575684
	Iteration 54Q: 3 clusters Score -981276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -981279.000000 Penalty: 4388.575684
	Iteration 55Q: 3 clusters Score -981279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -981280.500000 Penalty: 4388.575684
	Iteration 56Q: 3 clusters Score -981280.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -981284.187500 Penalty: 4388.575684
	Iteration 57Q: 3 clusters Score -981284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -981284.375000 Penalty: 4388.575684
	Iteration 58Q: 3 clusters Score -981284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -981283.875000 Penalty: 4388.575684
	Iteration 59Q: 3 clusters Score -981283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -981285.875000 Penalty: 4388.575684
	Iteration 60F: 3 clusters Score -981285.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -981284.937500 Penalty: 4388.575684
	Iteration 61Q: 3 clusters Score -981284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -981287.812500 Penalty: 4388.575684
	Iteration 62Q: 3 clusters Score -981287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -981286.312500 Penalty: 4388.575684
	Iteration 63Q: 3 clusters Score -981286.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -981286.125000 Penalty: 4388.575684
	Iteration 64Q: 3 clusters Score -981286.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -981286.125000 Penalty: 4388.575684
	Iteration 65F: 3 clusters Score -981286.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Entering Unmasked Estep 
Score: -4927017.000000 Penalty: 2591.388916
	Iteration 0F: 2 clusters Score -4927017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -4903566.000000 Penalty: 5182.777832
	Iteration 0F: 3 clusters Score -4903566 nChanged 15592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -4912131.500000 Penalty: 5182.777832
	Iteration 1F: 3 clusters Score -4912132 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4912665.500000 Penalty: 5182.777832
	Iteration 2Q: 3 clusters Score -4912666 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -4913148.000000 Penalty: 5182.777832
	Iteration 3Q: 3 clusters Score -4913148 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4913730.500000 Penalty: 5182.777832
	Iteration 4Q: 3 clusters Score -4913730 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4914506.500000 Penalty: 5182.777832
	Iteration 5Q: 3 clusters Score -4914506 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4915295.500000 Penalty: 5182.777832
	Iteration 6Q: 3 clusters Score -4915296 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4916211.000000 Penalty: 5182.777832
	Iteration 7Q: 3 clusters Score -4916211 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4917241.000000 Penalty: 5182.777832
	Iteration 8F: 3 clusters Score -4917241 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -4918423.500000 Penalty: 5182.777832
	Iteration 9F: 3 clusters Score -4918424 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4919547.500000 Penalty: 5182.777832
	Iteration 10F: 3 clusters Score -4919548 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -4920562.000000 Penalty: 5182.777832
	Iteration 11Q: 3 clusters Score -4920562 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -4921177.000000 Penalty: 5182.777832
	Iteration 12Q: 3 clusters Score -4921177 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4921451.000000 Penalty: 5182.777832
	Iteration 13Q: 3 clusters Score -4921451 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4921600.000000 Penalty: 5182.777832
	Iteration 14Q: 3 clusters Score -4921600 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -4921689.000000 Penalty: 5182.777832
	Iteration 15Q: 3 clusters Score -4921689 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -4921724.500000 Penalty: 5182.777832
	Iteration 16Q: 3 clusters Score -4921724 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4921750.500000 Penalty: 5182.777832
	Iteration 17Q: 3 clusters Score -4921750 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4921765.000000 Penalty: 5182.777832
	Iteration 18Q: 3 clusters Score -4921765 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -4921795.000000 Penalty: 5182.777832
	Iteration 19Q: 3 clusters Score -4921795 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -4921818.000000 Penalty: 5182.777832
	Iteration 20F: 3 clusters Score -4921818 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -4921841.500000 Penalty: 5182.777832
	Iteration 21Q: 3 clusters Score -4921842 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -4921846.500000 Penalty: 5182.777832
	Iteration 22Q: 3 clusters Score -4921846 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -4921855.500000 Penalty: 5182.777832
	Iteration 23Q: 3 clusters Score -4921856 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4921877.000000 Penalty: 5182.777832
	Iteration 24Q: 3 clusters Score -4921877 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -4921899.500000 Penalty: 5182.777832
	Iteration 25Q: 3 clusters Score -4921900 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4921903.000000 Penalty: 5182.777832
	Iteration 26Q: 3 clusters Score -4921903 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -4921919.000000 Penalty: 5182.777832
	Iteration 27Q: 3 clusters Score -4921919 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -4921925.000000 Penalty: 5182.777832
	Iteration 28Q: 3 clusters Score -4921925 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -4921930.500000 Penalty: 5182.777832
	Iteration 29Q: 3 clusters Score -4921930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -4921960.000000 Penalty: 5182.777832
	Iteration 30Q: 3 clusters Score -4921960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -4921982.000000 Penalty: 5182.777832
	Iteration 31Q: 3 clusters Score -4921982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -4921975.500000 Penalty: 5182.777832
	Iteration 32Q: 3 clusters Score -4921976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4921981.000000 Penalty: 5182.777832
	Iteration 33Q: 3 clusters Score -4921981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -4921985.500000 Penalty: 5182.777832
	Iteration 34Q: 3 clusters Score -4921986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4921983.500000 Penalty: 5182.777832
	Iteration 35Q: 3 clusters Score -4921984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4921983.000000 Penalty: 5182.777832
	Iteration 36Q: 3 clusters Score -4921983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4921989.000000 Penalty: 5182.777832
	Iteration 37Q: 3 clusters Score -4921989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4921977.500000 Penalty: 5182.777832
	Iteration 38Q: 3 clusters Score -4921978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4921977.500000 Penalty: 5182.777832
	Iteration 39Q: 3 clusters Score -4921978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -4921975.000000 Penalty: 5182.777832
	Iteration 40F: 3 clusters Score -4921975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -4921985.000000 Penalty: 5182.777832
	Iteration 41Q: 3 clusters Score -4921985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4921984.000000 Penalty: 5182.777832
	Iteration 42Q: 3 clusters Score -4921984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4921988.000000 Penalty: 5182.777832
	Iteration 43Q: 3 clusters Score -4921988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4921987.000000 Penalty: 5182.777832
	Iteration 44Q: 3 clusters Score -4921987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -4921989.500000 Penalty: 5182.777832
	Iteration 45Q: 3 clusters Score -4921990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4921995.000000 Penalty: 5182.777832
	Iteration 46Q: 3 clusters Score -4921995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4921993.500000 Penalty: 5182.777832
	Iteration 47Q: 3 clusters Score -4921994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -4921987.500000 Penalty: 5182.777832
	Iteration 48Q: 3 clusters Score -4921988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4921988.000000 Penalty: 5182.777832
	Iteration 49Q: 3 clusters Score -4921988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4921993.000000 Penalty: 5182.777832
	Iteration 50Q: 3 clusters Score -4921993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -4921998.500000 Penalty: 5182.777832
	Iteration 51Q: 3 clusters Score -4921998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4921993.000000 Penalty: 5182.777832
	Iteration 52Q: 3 clusters Score -4921993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4921981.500000 Penalty: 5182.777832
	Iteration 53Q: 3 clusters Score -4921982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -4921980.000000 Penalty: 5182.777832
	Iteration 54Q: 3 clusters Score -4921980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -4921987.500000 Penalty: 5182.777832
	Iteration 55Q: 3 clusters Score -4921988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4921986.000000 Penalty: 5182.777832
	Iteration 56Q: 3 clusters Score -4921986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4921976.000000 Penalty: 5182.777832
	Iteration 57Q: 3 clusters Score -4921976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -4921979.500000 Penalty: 5182.777832
	Iteration 58Q: 3 clusters Score -4921980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4921976.500000 Penalty: 5182.777832
	Iteration 59Q: 3 clusters Score -4921976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4921979.000000 Penalty: 5182.777832
	Iteration 60F: 3 clusters Score -4921979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -4921985.500000 Penalty: 5182.777832
	Iteration 61Q: 3 clusters Score -4921986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -4921975.500000 Penalty: 5182.777832
	Iteration 62Q: 3 clusters Score -4921976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -4921982.000000 Penalty: 5182.777832
	Iteration 63Q: 3 clusters Score -4921982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4921977.500000 Penalty: 5182.777832
	Iteration 64Q: 3 clusters Score -4921978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -4921965.000000 Penalty: 5182.777832
	Iteration 65Q: 3 clusters Score -4921965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -4921975.000000 Penalty: 5182.777832
	Iteration 66Q: 3 clusters Score -4921975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -4921973.500000 Penalty: 5182.777832
	Iteration 67Q: 3 clusters Score -4921974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -4921978.000000 Penalty: 5182.777832
	Iteration 68Q: 3 clusters Score -4921978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4921971.500000 Penalty: 5182.777832
	Iteration 69Q: 3 clusters Score -4921972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -4921978.500000 Penalty: 5182.777832
	Iteration 70Q: 3 clusters Score -4921978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -4921983.000000 Penalty: 5182.777832
	Iteration 71Q: 3 clusters Score -4921983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4921980.500000 Penalty: 5182.777832
	Iteration 72Q: 3 clusters Score -4921980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4921990.000000 Penalty: 5182.777832
	Iteration 73Q: 3 clusters Score -4921990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -4921990.500000 Penalty: 5182.777832
	Iteration 74Q: 3 clusters Score -4921990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4921992.500000 Penalty: 5182.777832
	Iteration 75Q: 3 clusters Score -4921992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -4921990.000000 Penalty: 5182.777832
	Iteration 76Q: 3 clusters Score -4921990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -4921992.500000 Penalty: 5182.777832
	Iteration 77Q: 3 clusters Score -4921992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4921990.500000 Penalty: 5182.777832
	Iteration 78Q: 3 clusters Score -4921990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4921990.000000 Penalty: 5182.777832
	Iteration 79Q: 3 clusters Score -4921990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4921997.000000 Penalty: 5182.777832
	Iteration 80F: 3 clusters Score -4921997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4921998.000000 Penalty: 5182.777832
	Iteration 81Q: 3 clusters Score -4921998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -4921986.500000 Penalty: 5182.777832
	Iteration 82Q: 3 clusters Score -4921986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -4921986.000000 Penalty: 5182.777832
	Iteration 83Q: 3 clusters Score -4921986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4921989.500000 Penalty: 5182.777832
	Iteration 84Q: 3 clusters Score -4921990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4921995.000000 Penalty: 5182.777832
	Iteration 85Q: 3 clusters Score -4921995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -4922000.500000 Penalty: 5182.777832
	Iteration 86Q: 3 clusters Score -4922000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -4922003.000000 Penalty: 5182.777832
	Iteration 87Q: 3 clusters Score -4922003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4922004.500000 Penalty: 5182.777832
	Iteration 88Q: 3 clusters Score -4922004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4922002.500000 Penalty: 5182.777832
	Iteration 89Q: 3 clusters Score -4922002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4922004.000000 Penalty: 5182.777832
	Iteration 90Q: 3 clusters Score -4922004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -4922009.000000 Penalty: 5182.777832
	Iteration 91Q: 3 clusters Score -4922009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -4922010.000000 Penalty: 5182.777832
	Iteration 92Q: 3 clusters Score -4922010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -4922010.000000 Penalty: 5182.777832
	Iteration 93F: 3 clusters Score -4922010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148949 members 
Entering Unmasked Estep 
Score: -20962478.000000 Penalty: 2954.017090
	Iteration 0F: 2 clusters Score -2.096248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -20864438.000000 Penalty: 5908.034180
	Iteration 0F: 3 clusters Score -2.086444e+07 nChanged 71261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 80645 members 
Entering Unmasked Estep 
Score: -20906070.000000 Penalty: 5908.034180
	Iteration 1F: 3 clusters Score -2.090607e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -20907652.000000 Penalty: 5908.034180
	Iteration 2Q: 3 clusters Score -2.090765e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -20910306.000000 Penalty: 5908.034180
	Iteration 3Q: 3 clusters Score -2.091031e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 99786 members 
Entering Unmasked Estep 
Score: -20915566.000000 Penalty: 5908.034180
	Iteration 4F: 3 clusters Score -2.091557e+07 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 112187 members 
Entering Unmasked Estep 
Score: -20924864.000000 Penalty: 5908.034180
	Iteration 5F: 3 clusters Score -2.092486e+07 nChanged 14695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 126882 members 
Entering Unmasked Estep 
Score: -20938436.000000 Penalty: 5908.034180
	Iteration 6F: 3 clusters Score -2.093844e+07 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 139546 members 
Entering Unmasked Estep 
Score: -20951384.000000 Penalty: 5908.034180
	Iteration 7F: 3 clusters Score -2.095138e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -20957528.000000 Penalty: 5908.034180
	Iteration 8Q: 3 clusters Score -2.095753e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 148246 members 
Entering Unmasked Estep 
Score: -20959382.000000 Penalty: 5908.034180
	Iteration 9Q: 3 clusters Score -2.095938e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 148648 members 
Entering Unmasked Estep 
Score: -20959680.000000 Penalty: 5908.034180
	Iteration 10Q: 3 clusters Score -2.095968e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148733 members 
Entering Unmasked Estep 
Score: -20959790.000000 Penalty: 5908.034180
	Iteration 11Q: 3 clusters Score -2.095979e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 148752 members 
Entering Unmasked Estep 
Score: -20959832.000000 Penalty: 5908.034180
	Iteration 12Q: 3 clusters Score -2.095983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148761 members 
Entering Unmasked Estep 
Score: -20959856.000000 Penalty: 5908.034180
	Iteration 13Q: 3 clusters Score -2.095986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 148768 members 
Entering Unmasked Estep 
Score: -20959886.000000 Penalty: 5908.034180
	Iteration 14Q: 3 clusters Score -2.095989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 148768 members 
Entering Unmasked Estep 
Score: -20959922.000000 Penalty: 5908.034180
	Iteration 15Q: 3 clusters Score -2.095992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 148768 members 
Entering Unmasked Estep 
Score: -20959914.000000 Penalty: 5908.034180
	Iteration 16Q: 3 clusters Score -2.095991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 148767 members 
Entering Unmasked Estep 
Score: -20959922.000000 Penalty: 5908.034180
	Iteration 17Q: 3 clusters Score -2.095992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 148768 members 
Entering Unmasked Estep 
Score: -20959928.000000 Penalty: 5908.034180
	Iteration 18Q: 3 clusters Score -2.095993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 148769 members 
Entering Unmasked Estep 
Score: -20959926.000000 Penalty: 5908.034180
	Iteration 19Q: 3 clusters Score -2.095993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 148769 members 
Entering Unmasked Estep 
Score: -20959926.000000 Penalty: 5908.034180
	Iteration 20F: 3 clusters Score -2.095993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -62664.828125 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -62664.83 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 253 members 
Entering Unmasked Estep 
Score: -61160.500000 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -61160.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61436.539062 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -61436.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61543.542969 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -61543.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61604.769531 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -61604.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61633.578125 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -61633.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61649.851562 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -61649.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61658.863281 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -61658.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61670.417969 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -61670.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61676.824219 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -61676.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61688.261719 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -61688.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61711.187500 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -61711.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61736.597656 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -61736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61756.878906 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -61756.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61768.343750 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -61768.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61780.890625 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -61780.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61803.304688 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -61803.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61834.941406 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -61834.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61876.406250 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -61876.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61938.390625 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -61938.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62008.460938 Penalty: 3089.341309
	Iteration 19Q: 3 clusters Score -62008.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62061.843750 Penalty: 3089.341309
	Iteration 20F: 3 clusters Score -62061.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62099.621094 Penalty: 3089.341309
	Iteration 21Q: 3 clusters Score -62099.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62166.664062 Penalty: 3089.341309
	Iteration 22Q: 3 clusters Score -62166.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62341.332031 Penalty: 3089.341309
	Iteration 23Q: 3 clusters Score -62341.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62565.324219 Penalty: 3089.341309
	Iteration 24Q: 3 clusters Score -62565.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62682.484375 Penalty: 3089.341309
	Iteration 25Q: 3 clusters Score -62682.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62742.054688 Penalty: 3089.341309
	Iteration 26Q: 3 clusters Score -62742.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62742.054688 Penalty: 3089.341309
	Iteration 27F: 3 clusters Score -62742.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 125053 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39677 members 
Mstep: Class 8 contains 100810 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180177 members 
Mstep: Class 11 contains 146249 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153829 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 34515 members 
Mstep: Class 19 contains 148949 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 39220 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38289 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
Score: -147230736.000000 Penalty: 96327.828125
Splitting cluster 20 changes total score from -147232576.000000 to -147230736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (39220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Entering Unmasked Estep 
Score: -5609278.500000 Penalty: 2623.081787
	Iteration 0F: 2 clusters Score -5609278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -5582506.500000 Penalty: 5246.163574
	Iteration 0F: 3 clusters Score -5582506 nChanged 17922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -5592618.500000 Penalty: 5246.163574
	Iteration 1F: 3 clusters Score -5592618 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -5593185.000000 Penalty: 5246.163574
	Iteration 2Q: 3 clusters Score -5593185 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -5593869.000000 Penalty: 5246.163574
	Iteration 3Q: 3 clusters Score -5593869 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -5594792.000000 Penalty: 5246.163574
	Iteration 4F: 3 clusters Score -5594792 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -5596209.000000 Penalty: 5246.163574
	Iteration 5F: 3 clusters Score -5596209 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -5598291.500000 Penalty: 5246.163574
	Iteration 6F: 3 clusters Score -5598292 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -5600887.500000 Penalty: 5246.163574
	Iteration 7F: 3 clusters Score -5600888 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5603408.500000 Penalty: 5246.163574
	Iteration 8F: 3 clusters Score -5603408 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5605107.500000 Penalty: 5246.163574
	Iteration 9Q: 3 clusters Score -5605108 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5606027.500000 Penalty: 5246.163574
	Iteration 10Q: 3 clusters Score -5606028 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5606461.500000 Penalty: 5246.163574
	Iteration 11Q: 3 clusters Score -5606462 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5606669.000000 Penalty: 5246.163574
	Iteration 12Q: 3 clusters Score -5606669 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5606793.500000 Penalty: 5246.163574
	Iteration 13Q: 3 clusters Score -5606794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5606875.500000 Penalty: 5246.163574
	Iteration 14Q: 3 clusters Score -5606876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5606910.000000 Penalty: 5246.163574
	Iteration 15Q: 3 clusters Score -5606910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5606937.000000 Penalty: 5246.163574
	Iteration 16Q: 3 clusters Score -5606937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5606967.500000 Penalty: 5246.163574
	Iteration 17Q: 3 clusters Score -5606968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5606984.500000 Penalty: 5246.163574
	Iteration 18Q: 3 clusters Score -5606984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5606990.500000 Penalty: 5246.163574
	Iteration 19Q: 3 clusters Score -5606990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5606995.500000 Penalty: 5246.163574
	Iteration 20F: 3 clusters Score -5606996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5606998.000000 Penalty: 5246.163574
	Iteration 21Q: 3 clusters Score -5606998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5606996.500000 Penalty: 5246.163574
	Iteration 22Q: 3 clusters Score -5606996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5607005.500000 Penalty: 5246.163574
	Iteration 23Q: 3 clusters Score -5607006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5607011.000000 Penalty: 5246.163574
	Iteration 24Q: 3 clusters Score -5607011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5607015.000000 Penalty: 5246.163574
	Iteration 25Q: 3 clusters Score -5607015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5607024.500000 Penalty: 5246.163574
	Iteration 26Q: 3 clusters Score -5607024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5607024.500000 Penalty: 5246.163574
	Iteration 27Q: 3 clusters Score -5607024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5607024.500000 Penalty: 5246.163574
	Iteration 28Q: 3 clusters Score -5607024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5607024.500000 Penalty: 5246.163574
	Iteration 29F: 3 clusters Score -5607024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -267016.343750 Penalty: 1882.406006
	Iteration 0F: 2 clusters Score -267016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -264405.625000 Penalty: 3764.812012
	Iteration 0F: 3 clusters Score -264405.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -264839.062500 Penalty: 3764.812012
	Iteration 1F: 3 clusters Score -264839.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -264945.781250 Penalty: 3764.812012
	Iteration 2F: 3 clusters Score -264945.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -265009.968750 Penalty: 3764.812012
	Iteration 3Q: 3 clusters Score -265010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -265067.062500 Penalty: 3764.812012
	Iteration 4Q: 3 clusters Score -265067.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -265116.781250 Penalty: 3764.812012
	Iteration 5Q: 3 clusters Score -265116.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -265148.125000 Penalty: 3764.812012
	Iteration 6Q: 3 clusters Score -265148.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -265167.312500 Penalty: 3764.812012
	Iteration 7Q: 3 clusters Score -265167.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -265185.031250 Penalty: 3764.812012
	Iteration 8Q: 3 clusters Score -265185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -265199.093750 Penalty: 3764.812012
	Iteration 9Q: 3 clusters Score -265199.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -265209.500000 Penalty: 3764.812012
	Iteration 10Q: 3 clusters Score -265209.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -265217.562500 Penalty: 3764.812012
	Iteration 11Q: 3 clusters Score -265217.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -265221.250000 Penalty: 3764.812012
	Iteration 12Q: 3 clusters Score -265221.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -265225.062500 Penalty: 3764.812012
	Iteration 13Q: 3 clusters Score -265225.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -265228.093750 Penalty: 3764.812012
	Iteration 14Q: 3 clusters Score -265228.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -265231.187500 Penalty: 3764.812012
	Iteration 15Q: 3 clusters Score -265231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -265232.968750 Penalty: 3764.812012
	Iteration 16Q: 3 clusters Score -265233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -265240.468750 Penalty: 3764.812012
	Iteration 17Q: 3 clusters Score -265240.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -265248.125000 Penalty: 3764.812012
	Iteration 18Q: 3 clusters Score -265248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -265252.875000 Penalty: 3764.812012
	Iteration 19Q: 3 clusters Score -265252.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -265258.312500 Penalty: 3764.812012
	Iteration 20F: 3 clusters Score -265258.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -265261.656250 Penalty: 3764.812012
	Iteration 21Q: 3 clusters Score -265261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -265262.406250 Penalty: 3764.812012
	Iteration 22Q: 3 clusters Score -265262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -265264.468750 Penalty: 3764.812012
	Iteration 23Q: 3 clusters Score -265264.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -265268.875000 Penalty: 3764.812012
	Iteration 24Q: 3 clusters Score -265268.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -265274.218750 Penalty: 3764.812012
	Iteration 25Q: 3 clusters Score -265274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -265280.718750 Penalty: 3764.812012
	Iteration 26Q: 3 clusters Score -265280.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -265287.500000 Penalty: 3764.812012
	Iteration 27Q: 3 clusters Score -265287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -265293.156250 Penalty: 3764.812012
	Iteration 28Q: 3 clusters Score -265293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -265301.000000 Penalty: 3764.812012
	Iteration 29Q: 3 clusters Score -265301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -265310.781250 Penalty: 3764.812012
	Iteration 30Q: 3 clusters Score -265310.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -265317.937500 Penalty: 3764.812012
	Iteration 31Q: 3 clusters Score -265317.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -265324.875000 Penalty: 3764.812012
	Iteration 32Q: 3 clusters Score -265324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -265330.968750 Penalty: 3764.812012
	Iteration 33Q: 3 clusters Score -265331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -265334.687500 Penalty: 3764.812012
	Iteration 34Q: 3 clusters Score -265334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -265338.843750 Penalty: 3764.812012
	Iteration 35Q: 3 clusters Score -265338.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -265346.531250 Penalty: 3764.812012
	Iteration 36Q: 3 clusters Score -265346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -265352.968750 Penalty: 3764.812012
	Iteration 37Q: 3 clusters Score -265353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -265358.656250 Penalty: 3764.812012
	Iteration 38Q: 3 clusters Score -265358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -265361.656250 Penalty: 3764.812012
	Iteration 39Q: 3 clusters Score -265361.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -265364.562500 Penalty: 3764.812012
	Iteration 40F: 3 clusters Score -265364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -265366.625000 Penalty: 3764.812012
	Iteration 41Q: 3 clusters Score -265366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -265368.250000 Penalty: 3764.812012
	Iteration 42Q: 3 clusters Score -265368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -265369.625000 Penalty: 3764.812012
	Iteration 43Q: 3 clusters Score -265369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -265371.000000 Penalty: 3764.812012
	Iteration 44Q: 3 clusters Score -265371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -265372.343750 Penalty: 3764.812012
	Iteration 45Q: 3 clusters Score -265372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -265374.343750 Penalty: 3764.812012
	Iteration 46Q: 3 clusters Score -265374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -265376.187500 Penalty: 3764.812012
	Iteration 47Q: 3 clusters Score -265376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -265378.125000 Penalty: 3764.812012
	Iteration 48Q: 3 clusters Score -265378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -265380.687500 Penalty: 3764.812012
	Iteration 49Q: 3 clusters Score -265380.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -265380.687500 Penalty: 3764.812012
	Iteration 50F: 3 clusters Score -265380.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -19801.101562 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -19801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18730.308594 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -18730.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18760.126953 Penalty: 2567.370361
	Iteration 1Q: 3 clusters Score -18760.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18760.126953 Penalty: 2567.370361
	Iteration 2F: 3 clusters Score -18760.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Entering Unmasked Estep 
Score: -5264468.000000 Penalty: 2617.123535
	Iteration 0F: 2 clusters Score -5264468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -5238263.500000 Penalty: 5234.247070
	Iteration 0F: 3 clusters Score -5238264 nChanged 17545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -5248007.500000 Penalty: 5234.247070
	Iteration 1F: 3 clusters Score -5248008 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -5248544.500000 Penalty: 5234.247070
	Iteration 2Q: 3 clusters Score -5248544 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -5249236.000000 Penalty: 5234.247070
	Iteration 3Q: 3 clusters Score -5249236 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -5250062.000000 Penalty: 5234.247070
	Iteration 4Q: 3 clusters Score -5250062 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -5251423.000000 Penalty: 5234.247070
	Iteration 5F: 3 clusters Score -5251423 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -5253549.000000 Penalty: 5234.247070
	Iteration 6F: 3 clusters Score -5253549 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -5256271.500000 Penalty: 5234.247070
	Iteration 7F: 3 clusters Score -5256272 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -5259079.000000 Penalty: 5234.247070
	Iteration 8F: 3 clusters Score -5259079 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -5260915.500000 Penalty: 5234.247070
	Iteration 9Q: 3 clusters Score -5260916 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -5261611.500000 Penalty: 5234.247070
	Iteration 10Q: 3 clusters Score -5261612 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -5261927.000000 Penalty: 5234.247070
	Iteration 11Q: 3 clusters Score -5261927 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -5262058.500000 Penalty: 5234.247070
	Iteration 12Q: 3 clusters Score -5262058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -5262116.500000 Penalty: 5234.247070
	Iteration 13Q: 3 clusters Score -5262116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -5262157.000000 Penalty: 5234.247070
	Iteration 14Q: 3 clusters Score -5262157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -5262173.500000 Penalty: 5234.247070
	Iteration 15Q: 3 clusters Score -5262174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -5262193.000000 Penalty: 5234.247070
	Iteration 16Q: 3 clusters Score -5262193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -5262201.500000 Penalty: 5234.247070
	Iteration 17Q: 3 clusters Score -5262202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -5262210.000000 Penalty: 5234.247070
	Iteration 18Q: 3 clusters Score -5262210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -5262220.000000 Penalty: 5234.247070
	Iteration 19Q: 3 clusters Score -5262220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -5262221.500000 Penalty: 5234.247070
	Iteration 20F: 3 clusters Score -5262222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -21033.388672 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -21033.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19992.941406 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -19992.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20088.582031 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -20088.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20109.365234 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -20109.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20109.365234 Penalty: 2625.479248
	Iteration 3F: 3 clusters Score -20109.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -66008.976562 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -66008.98 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 281 members 
Entering Unmasked Estep 
Score: -64466.761719 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -64466.76 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64653.027344 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -64653.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64724.632812 Penalty: 3139.541504
	Iteration 2F: 3 clusters Score -64724.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64758.484375 Penalty: 3139.541504
	Iteration 3Q: 3 clusters Score -64758.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64788.261719 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -64788.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64811.292969 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -64811.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64817.945312 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -64817.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64823.402344 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -64823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64831.824219 Penalty: 3139.541504
	Iteration 8Q: 3 clusters Score -64831.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64841.664062 Penalty: 3139.541504
	Iteration 9Q: 3 clusters Score -64841.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64851.242188 Penalty: 3139.541504
	Iteration 10Q: 3 clusters Score -64851.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64860.312500 Penalty: 3139.541504
	Iteration 11Q: 3 clusters Score -64860.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64866.089844 Penalty: 3139.541504
	Iteration 12Q: 3 clusters Score -64866.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64866.089844 Penalty: 3139.541504
	Iteration 13F: 3 clusters Score -64866.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -89211.484375 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -89211.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87472.070312 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -87472.07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87689.046875 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -87689.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87767.726562 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -87767.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87806.742188 Penalty: 3285.536377
	Iteration 3Q: 3 clusters Score -87806.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87841.531250 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -87841.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87916.070312 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -87916.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87972.632812 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -87972.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88029.257812 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -88029.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88062.062500 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -88062.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88077.085938 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -88077.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88115.179688 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -88115.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88186.226562 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -88186.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88291.390625 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -88291.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88458.703125 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -88458.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88636.367188 Penalty: 3285.536377
	Iteration 14F: 3 clusters Score -88636.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88708.093750 Penalty: 3285.536377
	Iteration 15Q: 3 clusters Score -88708.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -88727.578125 Penalty: 3285.536377
	Iteration 16Q: 3 clusters Score -88727.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -88733.242188 Penalty: 3285.536377
	Iteration 17Q: 3 clusters Score -88733.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -88734.218750 Penalty: 3285.536377
	Iteration 18Q: 3 clusters Score -88734.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -88734.218750 Penalty: 3285.536377
	Iteration 19F: 3 clusters Score -88734.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 125053 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39677 members 
Mstep: Class 8 contains 100810 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180177 members 
Mstep: Class 11 contains 146249 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153829 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 34515 members 
Mstep: Class 19 contains 148949 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39220 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38289 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232560.000000 Penalty: 92887.546875
Iteration 399Q: 28 clusters Score -1.472326e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 125030 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39679 members 
Mstep: Class 8 contains 100819 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180184 members 
Mstep: Class 11 contains 146245 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153825 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 34514 members 
Mstep: Class 19 contains 148969 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39225 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38278 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232528.000000 Penalty: 92887.546875
Iteration 400F: 28 clusters Score -1.472325e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 125007 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39680 members 
Mstep: Class 8 contains 100829 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180183 members 
Mstep: Class 11 contains 146240 members 
Mstep: Class 12 contains 13513 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153820 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 34514 members 
Mstep: Class 19 contains 148991 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39227 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38275 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232656.000000 Penalty: 92887.546875
Iteration 401Q: 28 clusters Score -1.472327e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 124988 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39680 members 
Mstep: Class 8 contains 100841 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180185 members 
Mstep: Class 11 contains 146238 members 
Mstep: Class 12 contains 13513 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153804 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 34514 members 
Mstep: Class 19 contains 149014 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39231 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38270 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232592.000000 Penalty: 92887.546875
Iteration 402Q: 28 clusters Score -1.472326e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 124965 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39682 members 
Mstep: Class 8 contains 100855 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180181 members 
Mstep: Class 11 contains 146235 members 
Mstep: Class 12 contains 13514 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153788 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 34510 members 
Mstep: Class 19 contains 149050 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39234 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38264 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232544.000000 Penalty: 92887.546875
Iteration 403Q: 28 clusters Score -1.472325e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 124948 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39686 members 
Mstep: Class 8 contains 100871 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180181 members 
Mstep: Class 11 contains 146232 members 
Mstep: Class 12 contains 13516 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153769 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 34508 members 
Mstep: Class 19 contains 149073 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39236 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38258 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232624.000000 Penalty: 92887.546875
Iteration 404Q: 28 clusters Score -1.472326e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 124934 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39688 members 
Mstep: Class 8 contains 100882 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180179 members 
Mstep: Class 11 contains 146226 members 
Mstep: Class 12 contains 13518 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153761 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 34507 members 
Mstep: Class 19 contains 149094 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39237 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38252 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232672.000000 Penalty: 92887.546875
Iteration 405Q: 28 clusters Score -1.472327e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 124924 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39692 members 
Mstep: Class 8 contains 100890 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180179 members 
Mstep: Class 11 contains 146222 members 
Mstep: Class 12 contains 13521 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153760 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 34506 members 
Mstep: Class 19 contains 149098 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39239 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38247 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232528.000000 Penalty: 92887.546875
Iteration 406Q: 28 clusters Score -1.472325e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 124911 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39693 members 
Mstep: Class 8 contains 100893 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180179 members 
Mstep: Class 11 contains 146228 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153747 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 34506 members 
Mstep: Class 19 contains 149112 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39238 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38245 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232512.000000 Penalty: 92887.546875
Iteration 407Q: 28 clusters Score -1.472325e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 124902 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39696 members 
Mstep: Class 8 contains 100900 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180173 members 
Mstep: Class 11 contains 146220 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153742 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 34505 members 
Mstep: Class 19 contains 149124 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39242 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38242 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232560.000000 Penalty: 92887.546875
Iteration 408Q: 28 clusters Score -1.472326e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 124882 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 100906 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180171 members 
Mstep: Class 11 contains 146225 members 
Mstep: Class 12 contains 13532 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153739 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 34507 members 
Mstep: Class 19 contains 149134 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39244 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38241 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232672.000000 Penalty: 92887.546875
Iteration 409Q: 28 clusters Score -1.472327e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 124873 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39696 members 
Mstep: Class 8 contains 100907 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180169 members 
Mstep: Class 11 contains 146224 members 
Mstep: Class 12 contains 13532 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153727 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 34507 members 
Mstep: Class 19 contains 149161 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39243 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38238 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232656.000000 Penalty: 92887.546875
Iteration 410Q: 28 clusters Score -1.472327e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 124865 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39698 members 
Mstep: Class 8 contains 100916 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180163 members 
Mstep: Class 11 contains 146220 members 
Mstep: Class 12 contains 13532 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153706 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 34506 members 
Mstep: Class 19 contains 149191 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39242 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38236 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232576.000000 Penalty: 92887.546875
Iteration 411Q: 28 clusters Score -1.472326e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 124851 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39698 members 
Mstep: Class 8 contains 100921 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180162 members 
Mstep: Class 11 contains 146218 members 
Mstep: Class 12 contains 13532 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153695 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 34507 members 
Mstep: Class 19 contains 149213 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39244 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38234 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232480.000000 Penalty: 92887.546875
Iteration 412Q: 28 clusters Score -1.472325e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 124837 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39696 members 
Mstep: Class 8 contains 100925 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180166 members 
Mstep: Class 11 contains 146219 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153693 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 34508 members 
Mstep: Class 19 contains 149228 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39243 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38228 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232288.000000 Penalty: 92887.546875
Iteration 413Q: 28 clusters Score -1.472323e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 124831 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 100931 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180164 members 
Mstep: Class 11 contains 146227 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153676 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 34508 members 
Mstep: Class 19 contains 149243 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39239 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38225 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232176.000000 Penalty: 92887.546875
Iteration 414Q: 28 clusters Score -1.472322e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 124827 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39698 members 
Mstep: Class 8 contains 100937 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180164 members 
Mstep: Class 11 contains 146225 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153670 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 34509 members 
Mstep: Class 19 contains 149246 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39243 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38223 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232256.000000 Penalty: 92887.546875
Iteration 415Q: 28 clusters Score -1.472323e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 124819 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 100945 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180167 members 
Mstep: Class 11 contains 146224 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153669 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 34509 members 
Mstep: Class 19 contains 149247 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39243 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38221 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232336.000000 Penalty: 92887.546875
Iteration 416Q: 28 clusters Score -1.472323e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 124813 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3734 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 100950 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180165 members 
Mstep: Class 11 contains 146225 members 
Mstep: Class 12 contains 13529 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153671 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 34512 members 
Mstep: Class 19 contains 149246 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39243 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38219 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232336.000000 Penalty: 92887.546875
Iteration 417Q: 28 clusters Score -1.472323e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 124815 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39698 members 
Mstep: Class 8 contains 100955 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180162 members 
Mstep: Class 11 contains 146232 members 
Mstep: Class 12 contains 13529 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153667 members 
Mstep: Class 17 contains 6961 members 
Mstep: Class 18 contains 34514 members 
Mstep: Class 19 contains 149238 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39243 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38217 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232416.000000 Penalty: 92887.546875
Iteration 418Q: 28 clusters Score -1.472324e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 124809 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3734 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39698 members 
Mstep: Class 8 contains 100958 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180161 members 
Mstep: Class 11 contains 146234 members 
Mstep: Class 12 contains 13529 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153667 members 
Mstep: Class 17 contains 6962 members 
Mstep: Class 18 contains 34513 members 
Mstep: Class 19 contains 149238 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39245 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38217 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232432.000000 Penalty: 92887.546875
Iteration 419Q: 28 clusters Score -1.472324e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 124793 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39699 members 
Mstep: Class 8 contains 100961 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180160 members 
Mstep: Class 11 contains 146236 members 
Mstep: Class 12 contains 13528 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153672 members 
Mstep: Class 17 contains 6962 members 
Mstep: Class 18 contains 34511 members 
Mstep: Class 19 contains 149243 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39247 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38217 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232416.000000 Penalty: 92887.546875
Iteration 420F: 28 clusters Score -1.472324e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 124778 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39698 members 
Mstep: Class 8 contains 100965 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180160 members 
Mstep: Class 11 contains 146231 members 
Mstep: Class 12 contains 13529 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153678 members 
Mstep: Class 17 contains 6963 members 
Mstep: Class 18 contains 34512 members 
Mstep: Class 19 contains 149246 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39250 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38217 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232400.000000 Penalty: 92887.546875
Iteration 421Q: 28 clusters Score -1.472324e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 124773 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39698 members 
Mstep: Class 8 contains 100970 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180157 members 
Mstep: Class 11 contains 146230 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153683 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34512 members 
Mstep: Class 19 contains 149243 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39252 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38215 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232432.000000 Penalty: 92887.546875
Iteration 422Q: 28 clusters Score -1.472324e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 124771 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39699 members 
Mstep: Class 8 contains 100969 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180155 members 
Mstep: Class 11 contains 146224 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153685 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34513 members 
Mstep: Class 19 contains 149251 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39252 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38213 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232320.000000 Penalty: 92887.546875
Iteration 423Q: 28 clusters Score -1.472323e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 124772 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39699 members 
Mstep: Class 8 contains 100973 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180151 members 
Mstep: Class 11 contains 146223 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153684 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34514 members 
Mstep: Class 19 contains 149250 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39252 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38211 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232336.000000 Penalty: 92887.546875
Iteration 424Q: 28 clusters Score -1.472323e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 124769 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 100976 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180152 members 
Mstep: Class 11 contains 146223 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153685 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34515 members 
Mstep: Class 19 contains 149247 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39251 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38210 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232320.000000 Penalty: 92887.546875
Iteration 425Q: 28 clusters Score -1.472323e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 124767 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 100979 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180153 members 
Mstep: Class 11 contains 146220 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153682 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149249 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39252 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38209 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232256.000000 Penalty: 92887.546875
Iteration 426Q: 28 clusters Score -1.472323e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 124766 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39701 members 
Mstep: Class 8 contains 100978 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180152 members 
Mstep: Class 11 contains 146219 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153680 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34517 members 
Mstep: Class 19 contains 149252 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39252 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38209 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232368.000000 Penalty: 92887.546875
Iteration 427Q: 28 clusters Score -1.472324e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 124763 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 100979 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180149 members 
Mstep: Class 11 contains 146218 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153680 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34517 members 
Mstep: Class 19 contains 149258 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39252 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38208 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232464.000000 Penalty: 92887.546875
Iteration 428Q: 28 clusters Score -1.472325e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 124764 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 100981 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180145 members 
Mstep: Class 11 contains 146214 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153675 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34517 members 
Mstep: Class 19 contains 149267 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39252 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38207 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232416.000000 Penalty: 92887.546875
Iteration 429Q: 28 clusters Score -1.472324e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 124765 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 100984 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180143 members 
Mstep: Class 11 contains 146210 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153669 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34517 members 
Mstep: Class 19 contains 149275 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39252 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38206 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232480.000000 Penalty: 92887.546875
Iteration 430Q: 28 clusters Score -1.472325e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124766 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39699 members 
Mstep: Class 8 contains 100986 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180138 members 
Mstep: Class 11 contains 146208 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153667 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34517 members 
Mstep: Class 19 contains 149280 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39253 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232352.000000 Penalty: 92887.546875
Iteration 431Q: 28 clusters Score -1.472324e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124764 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39698 members 
Mstep: Class 8 contains 100989 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180138 members 
Mstep: Class 11 contains 146207 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153665 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149284 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39253 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232352.000000 Penalty: 92887.546875
Iteration 432Q: 28 clusters Score -1.472324e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124762 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39698 members 
Mstep: Class 8 contains 100992 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180136 members 
Mstep: Class 11 contains 146205 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153660 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149293 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39253 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232416.000000 Penalty: 92887.546875
Iteration 433Q: 28 clusters Score -1.472324e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124760 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39698 members 
Mstep: Class 8 contains 100992 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180133 members 
Mstep: Class 11 contains 146207 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153656 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149299 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39253 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232496.000000 Penalty: 92887.546875
Iteration 434Q: 28 clusters Score -1.472325e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124760 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 100994 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180132 members 
Mstep: Class 11 contains 146207 members 
Mstep: Class 12 contains 13532 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153655 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149299 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39253 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232448.000000 Penalty: 92887.546875
Iteration 435Q: 28 clusters Score -1.472324e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124759 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 100995 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180133 members 
Mstep: Class 11 contains 146207 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153655 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149299 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39253 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232416.000000 Penalty: 92887.546875
Iteration 436Q: 28 clusters Score -1.472324e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124759 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 100996 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180133 members 
Mstep: Class 11 contains 146207 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153654 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149300 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39253 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232384.000000 Penalty: 92887.546875
Iteration 437Q: 28 clusters Score -1.472324e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124758 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 100998 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180132 members 
Mstep: Class 11 contains 146207 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153653 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149299 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39254 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232384.000000 Penalty: 92887.546875
Iteration 438Q: 28 clusters Score -1.472324e+08 nChanged 8
Entering ConstructFrom: 
Score: -147232384.000000 Penalty: 92887.546875
Entering ConstructFrom: 
Trying to split cluster 1 (17347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Entering Unmasked Estep 
Score: -2461872.500000 Penalty: 2420.771484
	Iteration 0F: 2 clusters Score -2461872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2449522.250000 Penalty: 4841.542969
	Iteration 0F: 3 clusters Score -2449522 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2453589.000000 Penalty: 4841.542969
	Iteration 1F: 3 clusters Score -2453589 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2453922.750000 Penalty: 4841.542969
	Iteration 2F: 3 clusters Score -2453923 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2454174.500000 Penalty: 4841.542969
	Iteration 3Q: 3 clusters Score -2454174 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2454384.250000 Penalty: 4841.542969
	Iteration 4Q: 3 clusters Score -2454384 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2454538.500000 Penalty: 4841.542969
	Iteration 5Q: 3 clusters Score -2454538 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2454665.750000 Penalty: 4841.542969
	Iteration 6Q: 3 clusters Score -2454666 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2454779.250000 Penalty: 4841.542969
	Iteration 7Q: 3 clusters Score -2454779 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2454904.750000 Penalty: 4841.542969
	Iteration 8Q: 3 clusters Score -2454905 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2455060.750000 Penalty: 4841.542969
	Iteration 9Q: 3 clusters Score -2455061 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2455286.000000 Penalty: 4841.542969
	Iteration 10Q: 3 clusters Score -2455286 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2455575.750000 Penalty: 4841.542969
	Iteration 11Q: 3 clusters Score -2455576 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2455939.500000 Penalty: 4841.542969
	Iteration 12Q: 3 clusters Score -2455940 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2456340.500000 Penalty: 4841.542969
	Iteration 13Q: 3 clusters Score -2456340 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2456763.000000 Penalty: 4841.542969
	Iteration 14Q: 3 clusters Score -2456763 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2457207.250000 Penalty: 4841.542969
	Iteration 15Q: 3 clusters Score -2457207 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2457665.250000 Penalty: 4841.542969
	Iteration 16Q: 3 clusters Score -2457665 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2458128.250000 Penalty: 4841.542969
	Iteration 17Q: 3 clusters Score -2458128 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2458503.000000 Penalty: 4841.542969
	Iteration 18Q: 3 clusters Score -2458503 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2458776.500000 Penalty: 4841.542969
	Iteration 19Q: 3 clusters Score -2458776 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2459026.500000 Penalty: 4841.542969
	Iteration 20F: 3 clusters Score -2459026 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2459208.000000 Penalty: 4841.542969
	Iteration 21Q: 3 clusters Score -2459208 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2459348.000000 Penalty: 4841.542969
	Iteration 22Q: 3 clusters Score -2459348 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2459463.500000 Penalty: 4841.542969
	Iteration 23Q: 3 clusters Score -2459464 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2459546.250000 Penalty: 4841.542969
	Iteration 24Q: 3 clusters Score -2459546 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2459601.250000 Penalty: 4841.542969
	Iteration 25Q: 3 clusters Score -2459601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2459637.000000 Penalty: 4841.542969
	Iteration 26Q: 3 clusters Score -2459637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2459666.250000 Penalty: 4841.542969
	Iteration 27Q: 3 clusters Score -2459666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2459693.000000 Penalty: 4841.542969
	Iteration 28Q: 3 clusters Score -2459693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2459719.500000 Penalty: 4841.542969
	Iteration 29Q: 3 clusters Score -2459720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2459740.500000 Penalty: 4841.542969
	Iteration 30Q: 3 clusters Score -2459740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2459754.250000 Penalty: 4841.542969
	Iteration 31Q: 3 clusters Score -2459754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2459767.750000 Penalty: 4841.542969
	Iteration 32Q: 3 clusters Score -2459768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2459774.250000 Penalty: 4841.542969
	Iteration 33Q: 3 clusters Score -2459774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2459783.500000 Penalty: 4841.542969
	Iteration 34Q: 3 clusters Score -2459784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2459796.500000 Penalty: 4841.542969
	Iteration 35Q: 3 clusters Score -2459796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2459805.250000 Penalty: 4841.542969
	Iteration 36Q: 3 clusters Score -2459805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2459812.250000 Penalty: 4841.542969
	Iteration 37Q: 3 clusters Score -2459812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2459813.000000 Penalty: 4841.542969
	Iteration 38Q: 3 clusters Score -2459813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2459813.000000 Penalty: 4841.542969
	Iteration 39F: 3 clusters Score -2459813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (124756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124756 members 
Entering Unmasked Estep 
Score: -17656542.000000 Penalty: 2910.060547
	Iteration 0F: 2 clusters Score -1.765654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -17574136.000000 Penalty: 5820.121094
	Iteration 0F: 3 clusters Score -1.757414e+07 nChanged 59268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -17607768.000000 Penalty: 5820.121094
	Iteration 1F: 3 clusters Score -1.760777e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -17608434.000000 Penalty: 5820.121094
	Iteration 2Q: 3 clusters Score -1.760843e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -17609102.000000 Penalty: 5820.121094
	Iteration 3Q: 3 clusters Score -1.76091e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -17609816.000000 Penalty: 5820.121094
	Iteration 4Q: 3 clusters Score -1.760982e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -17610590.000000 Penalty: 5820.121094
	Iteration 5Q: 3 clusters Score -1.761059e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -17611486.000000 Penalty: 5820.121094
	Iteration 6Q: 3 clusters Score -1.761149e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 56324 members 
Entering Unmasked Estep 
Score: -17612772.000000 Penalty: 5820.121094
	Iteration 7Q: 3 clusters Score -1.761277e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -17614782.000000 Penalty: 5820.121094
	Iteration 8Q: 3 clusters Score -1.761478e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -17617550.000000 Penalty: 5820.121094
	Iteration 9Q: 3 clusters Score -1.761755e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -17621694.000000 Penalty: 5820.121094
	Iteration 10F: 3 clusters Score -1.762169e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -17627422.000000 Penalty: 5820.121094
	Iteration 11F: 3 clusters Score -1.762742e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96725 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -17634394.000000 Penalty: 5820.121094
	Iteration 12F: 3 clusters Score -1.763439e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -17641096.000000 Penalty: 5820.121094
	Iteration 13F: 3 clusters Score -1.76411e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -17645954.000000 Penalty: 5820.121094
	Iteration 14Q: 3 clusters Score -1.764595e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112229 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -17648666.000000 Penalty: 5820.121094
	Iteration 15Q: 3 clusters Score -1.764867e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114517 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -17650248.000000 Penalty: 5820.121094
	Iteration 16Q: 3 clusters Score -1.765025e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116164 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -17651314.000000 Penalty: 5820.121094
	Iteration 17Q: 3 clusters Score -1.765131e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117436 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -17651992.000000 Penalty: 5820.121094
	Iteration 18Q: 3 clusters Score -1.765199e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118458 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -17652482.000000 Penalty: 5820.121094
	Iteration 19Q: 3 clusters Score -1.765248e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119266 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -17652900.000000 Penalty: 5820.121094
	Iteration 20F: 3 clusters Score -1.76529e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119871 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -17653182.000000 Penalty: 5820.121094
	Iteration 21Q: 3 clusters Score -1.765318e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120387 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -17653368.000000 Penalty: 5820.121094
	Iteration 22Q: 3 clusters Score -1.765337e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -17653484.000000 Penalty: 5820.121094
	Iteration 23Q: 3 clusters Score -1.765348e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121158 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -17653622.000000 Penalty: 5820.121094
	Iteration 24Q: 3 clusters Score -1.765362e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121448 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -17653756.000000 Penalty: 5820.121094
	Iteration 25Q: 3 clusters Score -1.765376e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121695 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -17653884.000000 Penalty: 5820.121094
	Iteration 26Q: 3 clusters Score -1.765388e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121907 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -17653956.000000 Penalty: 5820.121094
	Iteration 27Q: 3 clusters Score -1.765396e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122076 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -17653978.000000 Penalty: 5820.121094
	Iteration 28Q: 3 clusters Score -1.765398e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122224 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -17654026.000000 Penalty: 5820.121094
	Iteration 29Q: 3 clusters Score -1.765403e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122352 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -17654062.000000 Penalty: 5820.121094
	Iteration 30Q: 3 clusters Score -1.765406e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122473 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -17654116.000000 Penalty: 5820.121094
	Iteration 31Q: 3 clusters Score -1.765412e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122563 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -17654144.000000 Penalty: 5820.121094
	Iteration 32Q: 3 clusters Score -1.765414e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122671 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -17654168.000000 Penalty: 5820.121094
	Iteration 33Q: 3 clusters Score -1.765417e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122764 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -17654196.000000 Penalty: 5820.121094
	Iteration 34Q: 3 clusters Score -1.76542e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122826 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -17654204.000000 Penalty: 5820.121094
	Iteration 35Q: 3 clusters Score -1.76542e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122882 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -17654196.000000 Penalty: 5820.121094
	Iteration 36Q: 3 clusters Score -1.76542e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122931 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -17654226.000000 Penalty: 5820.121094
	Iteration 37Q: 3 clusters Score -1.765423e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122959 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -17654236.000000 Penalty: 5820.121094
	Iteration 38Q: 3 clusters Score -1.765424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122984 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -17654252.000000 Penalty: 5820.121094
	Iteration 39Q: 3 clusters Score -1.765425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123012 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -17654254.000000 Penalty: 5820.121094
	Iteration 40F: 3 clusters Score -1.765425e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123048 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -17654228.000000 Penalty: 5820.121094
	Iteration 41Q: 3 clusters Score -1.765423e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123075 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -17654262.000000 Penalty: 5820.121094
	Iteration 42Q: 3 clusters Score -1.765426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123101 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -17654286.000000 Penalty: 5820.121094
	Iteration 43Q: 3 clusters Score -1.765429e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123128 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -17654270.000000 Penalty: 5820.121094
	Iteration 44Q: 3 clusters Score -1.765427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123146 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -17654270.000000 Penalty: 5820.121094
	Iteration 45Q: 3 clusters Score -1.765427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123160 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -17654278.000000 Penalty: 5820.121094
	Iteration 46Q: 3 clusters Score -1.765428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123178 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -17654278.000000 Penalty: 5820.121094
	Iteration 47Q: 3 clusters Score -1.765428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -17654288.000000 Penalty: 5820.121094
	Iteration 48Q: 3 clusters Score -1.765429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123202 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -17654272.000000 Penalty: 5820.121094
	Iteration 49Q: 3 clusters Score -1.765427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123213 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -17654286.000000 Penalty: 5820.121094
	Iteration 50Q: 3 clusters Score -1.765429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123224 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -17654302.000000 Penalty: 5820.121094
	Iteration 51Q: 3 clusters Score -1.76543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123239 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -17654316.000000 Penalty: 5820.121094
	Iteration 52Q: 3 clusters Score -1.765432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123247 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -17654310.000000 Penalty: 5820.121094
	Iteration 53Q: 3 clusters Score -1.765431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123249 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -17654310.000000 Penalty: 5820.121094
	Iteration 54Q: 3 clusters Score -1.765431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123254 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -17654312.000000 Penalty: 5820.121094
	Iteration 55Q: 3 clusters Score -1.765431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123255 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -17654320.000000 Penalty: 5820.121094
	Iteration 56Q: 3 clusters Score -1.765432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123257 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -17654316.000000 Penalty: 5820.121094
	Iteration 57Q: 3 clusters Score -1.765432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123261 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -17654298.000000 Penalty: 5820.121094
	Iteration 58Q: 3 clusters Score -1.76543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123270 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -17654292.000000 Penalty: 5820.121094
	Iteration 59Q: 3 clusters Score -1.765429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123278 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -17654298.000000 Penalty: 5820.121094
	Iteration 60F: 3 clusters Score -1.76543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123283 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -17654300.000000 Penalty: 5820.121094
	Iteration 61Q: 3 clusters Score -1.76543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123283 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -17654300.000000 Penalty: 5820.121094
	Iteration 62F: 3 clusters Score -1.76543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -154598.687500 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -154598.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152588.875000 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -152588.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -152875.718750 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -152875.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -152966.703125 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -152966.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153018.406250 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -153018.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -153053.109375 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -153053.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -153073.937500 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -153073.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -153085.750000 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -153085.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -153091.906250 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -153091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153097.437500 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -153097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -153104.031250 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -153104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -153106.812500 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -153106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -153108.640625 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -153108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -153109.578125 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -153109.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -153109.578125 Penalty: 3478.902100
	Iteration 13F: 3 clusters Score -153109.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Entering Unmasked Estep 
Score: -512498.406250 Penalty: 2040.190308
	Iteration 0F: 2 clusters Score -512498.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -508766.531250 Penalty: 4080.380615
	Iteration 0F: 3 clusters Score -508766.5 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -509571.000000 Penalty: 4080.380615
	Iteration 1F: 3 clusters Score -509571 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -509757.281250 Penalty: 4080.380615
	Iteration 2F: 3 clusters Score -509757.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -509856.562500 Penalty: 4080.380615
	Iteration 3Q: 3 clusters Score -509856.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -509912.531250 Penalty: 4080.380615
	Iteration 4Q: 3 clusters Score -509912.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -509960.968750 Penalty: 4080.380615
	Iteration 5Q: 3 clusters Score -509961 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -509995.718750 Penalty: 4080.380615
	Iteration 6Q: 3 clusters Score -509995.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -510022.718750 Penalty: 4080.380615
	Iteration 7Q: 3 clusters Score -510022.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -510043.625000 Penalty: 4080.380615
	Iteration 8Q: 3 clusters Score -510043.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -510063.937500 Penalty: 4080.380615
	Iteration 9Q: 3 clusters Score -510063.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -510078.125000 Penalty: 4080.380615
	Iteration 10Q: 3 clusters Score -510078.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -510094.656250 Penalty: 4080.380615
	Iteration 11Q: 3 clusters Score -510094.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -510113.250000 Penalty: 4080.380615
	Iteration 12Q: 3 clusters Score -510113.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -510126.562500 Penalty: 4080.380615
	Iteration 13Q: 3 clusters Score -510126.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -510136.562500 Penalty: 4080.380615
	Iteration 14Q: 3 clusters Score -510136.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -510145.187500 Penalty: 4080.380615
	Iteration 15Q: 3 clusters Score -510145.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -510148.562500 Penalty: 4080.380615
	Iteration 16Q: 3 clusters Score -510148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -510152.250000 Penalty: 4080.380615
	Iteration 17Q: 3 clusters Score -510152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -510153.343750 Penalty: 4080.380615
	Iteration 18Q: 3 clusters Score -510153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -510153.218750 Penalty: 4080.380615
	Iteration 19Q: 3 clusters Score -510153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -510154.187500 Penalty: 4080.380615
	Iteration 20F: 3 clusters Score -510154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -510157.312500 Penalty: 4080.380615
	Iteration 21Q: 3 clusters Score -510157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -510160.625000 Penalty: 4080.380615
	Iteration 22Q: 3 clusters Score -510160.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -510163.218750 Penalty: 4080.380615
	Iteration 23Q: 3 clusters Score -510163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -510166.593750 Penalty: 4080.380615
	Iteration 24Q: 3 clusters Score -510166.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -510169.250000 Penalty: 4080.380615
	Iteration 25Q: 3 clusters Score -510169.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -510173.125000 Penalty: 4080.380615
	Iteration 26Q: 3 clusters Score -510173.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -510175.562500 Penalty: 4080.380615
	Iteration 27Q: 3 clusters Score -510175.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -510177.843750 Penalty: 4080.380615
	Iteration 28Q: 3 clusters Score -510177.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -510179.250000 Penalty: 4080.380615
	Iteration 29Q: 3 clusters Score -510179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -510180.531250 Penalty: 4080.380615
	Iteration 30Q: 3 clusters Score -510180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -510181.218750 Penalty: 4080.380615
	Iteration 31Q: 3 clusters Score -510181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -510182.343750 Penalty: 4080.380615
	Iteration 32Q: 3 clusters Score -510182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -510183.781250 Penalty: 4080.380615
	Iteration 33Q: 3 clusters Score -510183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -510185.625000 Penalty: 4080.380615
	Iteration 34Q: 3 clusters Score -510185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -510186.187500 Penalty: 4080.380615
	Iteration 35Q: 3 clusters Score -510186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -510186.937500 Penalty: 4080.380615
	Iteration 36Q: 3 clusters Score -510186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -510186.437500 Penalty: 4080.380615
	Iteration 37Q: 3 clusters Score -510186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -510187.593750 Penalty: 4080.380615
	Iteration 38Q: 3 clusters Score -510187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -510187.812500 Penalty: 4080.380615
	Iteration 39Q: 3 clusters Score -510187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -510189.906250 Penalty: 4080.380615
	Iteration 40F: 3 clusters Score -510189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -510189.468750 Penalty: 4080.380615
	Iteration 41Q: 3 clusters Score -510189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -510190.656250 Penalty: 4080.380615
	Iteration 42Q: 3 clusters Score -510190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -510191.500000 Penalty: 4080.380615
	Iteration 43Q: 3 clusters Score -510191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -510191.250000 Penalty: 4080.380615
	Iteration 44Q: 3 clusters Score -510191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -510191.500000 Penalty: 4080.380615
	Iteration 45Q: 3 clusters Score -510191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -510191.500000 Penalty: 4080.380615
	Iteration 46F: 3 clusters Score -510191.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22629.263672 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -22629.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21509.474609 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -21509.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21582.560547 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -21582.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21603.146484 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -21603.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21623.302734 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -21623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21623.302734 Penalty: 2635.350342
	Iteration 4F: 3 clusters Score -21623.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -160768.843750 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -160768.8 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 592 members 
Entering Unmasked Estep 
Score: -158683.140625 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -158683.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158992.078125 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -158992.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159078.031250 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -159078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -159141.890625 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -159141.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159200.046875 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -159200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -159249.203125 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -159249.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159299.031250 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -159299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159368.671875 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -159368.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -159450.203125 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -159450.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -159567.765625 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -159567.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -159677.625000 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -159677.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159738.218750 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -159738.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -159809.250000 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -159809.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -159850.640625 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -159850.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -159866.984375 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -159867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -159888.406250 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -159888.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -159912.421875 Penalty: 3501.996338
	Iteration 16Q: 3 clusters Score -159912.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -159925.093750 Penalty: 3501.996338
	Iteration 17Q: 3 clusters Score -159925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -159935.828125 Penalty: 3501.996338
	Iteration 18Q: 3 clusters Score -159935.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -159948.203125 Penalty: 3501.996338
	Iteration 19Q: 3 clusters Score -159948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -159952.625000 Penalty: 3501.996338
	Iteration 20F: 3 clusters Score -159952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -159955.515625 Penalty: 3501.996338
	Iteration 21Q: 3 clusters Score -159955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -159959.390625 Penalty: 3501.996338
	Iteration 22Q: 3 clusters Score -159959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -159965.546875 Penalty: 3501.996338
	Iteration 23Q: 3 clusters Score -159965.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -159973.828125 Penalty: 3501.996338
	Iteration 24Q: 3 clusters Score -159973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -159979.796875 Penalty: 3501.996338
	Iteration 25Q: 3 clusters Score -159979.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -159986.765625 Penalty: 3501.996338
	Iteration 26Q: 3 clusters Score -159986.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -160000.484375 Penalty: 3501.996338
	Iteration 27Q: 3 clusters Score -160000.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -160012.562500 Penalty: 3501.996338
	Iteration 28Q: 3 clusters Score -160012.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -160023.421875 Penalty: 3501.996338
	Iteration 29Q: 3 clusters Score -160023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -160027.046875 Penalty: 3501.996338
	Iteration 30Q: 3 clusters Score -160027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -160032.734375 Penalty: 3501.996338
	Iteration 31Q: 3 clusters Score -160032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -160035.093750 Penalty: 3501.996338
	Iteration 32Q: 3 clusters Score -160035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -160036.171875 Penalty: 3501.996338
	Iteration 33Q: 3 clusters Score -160036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -160036.171875 Penalty: 3501.996338
	Iteration 34F: 3 clusters Score -160036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Entering Unmasked Estep 
Score: -5646721.000000 Penalty: 2626.079834
	Iteration 0F: 2 clusters Score -5646721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -5619926.500000 Penalty: 5252.159668
	Iteration 0F: 3 clusters Score -5619926 nChanged 18132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -5629648.500000 Penalty: 5252.159668
	Iteration 1F: 3 clusters Score -5629648 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -5630140.000000 Penalty: 5252.159668
	Iteration 2Q: 3 clusters Score -5630140 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5630624.500000 Penalty: 5252.159668
	Iteration 3Q: 3 clusters Score -5630624 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -5631153.000000 Penalty: 5252.159668
	Iteration 4Q: 3 clusters Score -5631153 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -5631900.000000 Penalty: 5252.159668
	Iteration 5Q: 3 clusters Score -5631900 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -5633069.500000 Penalty: 5252.159668
	Iteration 6F: 3 clusters Score -5633070 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -5634878.000000 Penalty: 5252.159668
	Iteration 7F: 3 clusters Score -5634878 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -5637358.500000 Penalty: 5252.159668
	Iteration 8F: 3 clusters Score -5637358 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5640253.500000 Penalty: 5252.159668
	Iteration 9F: 3 clusters Score -5640254 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5642518.000000 Penalty: 5252.159668
	Iteration 10F: 3 clusters Score -5642518 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5643663.000000 Penalty: 5252.159668
	Iteration 11Q: 3 clusters Score -5643663 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5644150.000000 Penalty: 5252.159668
	Iteration 12Q: 3 clusters Score -5644150 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5644378.500000 Penalty: 5252.159668
	Iteration 13Q: 3 clusters Score -5644378 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5644454.500000 Penalty: 5252.159668
	Iteration 14Q: 3 clusters Score -5644454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5644498.000000 Penalty: 5252.159668
	Iteration 15Q: 3 clusters Score -5644498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5644524.500000 Penalty: 5252.159668
	Iteration 16Q: 3 clusters Score -5644524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5644542.000000 Penalty: 5252.159668
	Iteration 17Q: 3 clusters Score -5644542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5644546.500000 Penalty: 5252.159668
	Iteration 18Q: 3 clusters Score -5644546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5644553.000000 Penalty: 5252.159668
	Iteration 19Q: 3 clusters Score -5644553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5644559.000000 Penalty: 5252.159668
	Iteration 20F: 3 clusters Score -5644559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5644566.000000 Penalty: 5252.159668
	Iteration 21Q: 3 clusters Score -5644566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5644565.000000 Penalty: 5252.159668
	Iteration 22Q: 3 clusters Score -5644565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5644568.000000 Penalty: 5252.159668
	Iteration 23Q: 3 clusters Score -5644568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5644568.000000 Penalty: 5252.159668
	Iteration 24F: 3 clusters Score -5644568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (101000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101000 members 
Entering Unmasked Estep 
Score: -14352564.000000 Penalty: 2857.673096
	Iteration 0F: 2 clusters Score -1.435256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -14285277.000000 Penalty: 5715.346191
	Iteration 0F: 3 clusters Score -1.428528e+07 nChanged 47681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -14312847.000000 Penalty: 5715.346191
	Iteration 1F: 3 clusters Score -1.431285e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -14313930.000000 Penalty: 5715.346191
	Iteration 2Q: 3 clusters Score -1.431393e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -14315259.000000 Penalty: 5715.346191
	Iteration 3Q: 3 clusters Score -1.431526e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -14316843.000000 Penalty: 5715.346191
	Iteration 4Q: 3 clusters Score -1.431684e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -14318877.000000 Penalty: 5715.346191
	Iteration 5Q: 3 clusters Score -1.431888e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -14321447.000000 Penalty: 5715.346191
	Iteration 6F: 3 clusters Score -1.432145e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -14324974.000000 Penalty: 5715.346191
	Iteration 7F: 3 clusters Score -1.432497e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -14329445.000000 Penalty: 5715.346191
	Iteration 8F: 3 clusters Score -1.432944e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -14333633.000000 Penalty: 5715.346191
	Iteration 9F: 3 clusters Score -1.433363e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -14336041.000000 Penalty: 5715.346191
	Iteration 10Q: 3 clusters Score -1.433604e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -14336948.000000 Penalty: 5715.346191
	Iteration 11Q: 3 clusters Score -1.433695e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -14337410.000000 Penalty: 5715.346191
	Iteration 12Q: 3 clusters Score -1.433741e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -14337697.000000 Penalty: 5715.346191
	Iteration 13Q: 3 clusters Score -1.43377e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -14337942.000000 Penalty: 5715.346191
	Iteration 14Q: 3 clusters Score -1.433794e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -14338134.000000 Penalty: 5715.346191
	Iteration 15Q: 3 clusters Score -1.433813e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -14338397.000000 Penalty: 5715.346191
	Iteration 16Q: 3 clusters Score -1.43384e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -14338693.000000 Penalty: 5715.346191
	Iteration 17Q: 3 clusters Score -1.433869e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -14338986.000000 Penalty: 5715.346191
	Iteration 18Q: 3 clusters Score -1.433899e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -14339204.000000 Penalty: 5715.346191
	Iteration 19Q: 3 clusters Score -1.43392e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -14339483.000000 Penalty: 5715.346191
	Iteration 20F: 3 clusters Score -1.433948e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -14339777.000000 Penalty: 5715.346191
	Iteration 21Q: 3 clusters Score -1.433978e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -14340131.000000 Penalty: 5715.346191
	Iteration 22Q: 3 clusters Score -1.434013e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -14340443.000000 Penalty: 5715.346191
	Iteration 23Q: 3 clusters Score -1.434044e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -14340895.000000 Penalty: 5715.346191
	Iteration 24Q: 3 clusters Score -1.43409e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -14341252.000000 Penalty: 5715.346191
	Iteration 25Q: 3 clusters Score -1.434125e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -14341681.000000 Penalty: 5715.346191
	Iteration 26Q: 3 clusters Score -1.434168e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -14342038.000000 Penalty: 5715.346191
	Iteration 27Q: 3 clusters Score -1.434204e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -14342521.000000 Penalty: 5715.346191
	Iteration 28Q: 3 clusters Score -1.434252e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -14343112.000000 Penalty: 5715.346191
	Iteration 29Q: 3 clusters Score -1.434311e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -14343639.000000 Penalty: 5715.346191
	Iteration 30Q: 3 clusters Score -1.434364e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -14344292.000000 Penalty: 5715.346191
	Iteration 31Q: 3 clusters Score -1.434429e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -14344913.000000 Penalty: 5715.346191
	Iteration 32Q: 3 clusters Score -1.434491e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -14345715.000000 Penalty: 5715.346191
	Iteration 33Q: 3 clusters Score -1.434572e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86803 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -14346408.000000 Penalty: 5715.346191
	Iteration 34Q: 3 clusters Score -1.434641e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -14347004.000000 Penalty: 5715.346191
	Iteration 35Q: 3 clusters Score -1.4347e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -14347538.000000 Penalty: 5715.346191
	Iteration 36Q: 3 clusters Score -1.434754e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90420 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -14348022.000000 Penalty: 5715.346191
	Iteration 37Q: 3 clusters Score -1.434802e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -14348314.000000 Penalty: 5715.346191
	Iteration 38Q: 3 clusters Score -1.434831e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91942 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -14348515.000000 Penalty: 5715.346191
	Iteration 39Q: 3 clusters Score -1.434852e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -14348932.000000 Penalty: 5715.346191
	Iteration 40F: 3 clusters Score -1.434893e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -14349334.000000 Penalty: 5715.346191
	Iteration 41Q: 3 clusters Score -1.434933e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93809 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -14349591.000000 Penalty: 5715.346191
	Iteration 42Q: 3 clusters Score -1.434959e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94304 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -14349826.000000 Penalty: 5715.346191
	Iteration 43Q: 3 clusters Score -1.434983e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -14350013.000000 Penalty: 5715.346191
	Iteration 44Q: 3 clusters Score -1.435001e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -14350115.000000 Penalty: 5715.346191
	Iteration 45Q: 3 clusters Score -1.435012e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -14350215.000000 Penalty: 5715.346191
	Iteration 46Q: 3 clusters Score -1.435022e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -14350281.000000 Penalty: 5715.346191
	Iteration 47Q: 3 clusters Score -1.435028e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -14350321.000000 Penalty: 5715.346191
	Iteration 48Q: 3 clusters Score -1.435032e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -14350384.000000 Penalty: 5715.346191
	Iteration 49Q: 3 clusters Score -1.435038e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -14350395.000000 Penalty: 5715.346191
	Iteration 50Q: 3 clusters Score -1.43504e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -14350434.000000 Penalty: 5715.346191
	Iteration 51Q: 3 clusters Score -1.435043e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -14350480.000000 Penalty: 5715.346191
	Iteration 52Q: 3 clusters Score -1.435048e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -14350509.000000 Penalty: 5715.346191
	Iteration 53Q: 3 clusters Score -1.435051e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -14350523.000000 Penalty: 5715.346191
	Iteration 54Q: 3 clusters Score -1.435052e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -14350527.000000 Penalty: 5715.346191
	Iteration 55Q: 3 clusters Score -1.435053e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96894 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -14350545.000000 Penalty: 5715.346191
	Iteration 56Q: 3 clusters Score -1.435054e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96950 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -14350577.000000 Penalty: 5715.346191
	Iteration 57Q: 3 clusters Score -1.435058e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -14350575.000000 Penalty: 5715.346191
	Iteration 58Q: 3 clusters Score -1.435058e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -14350561.000000 Penalty: 5715.346191
	Iteration 59Q: 3 clusters Score -1.435056e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -14350573.000000 Penalty: 5715.346191
	Iteration 60F: 3 clusters Score -1.435057e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -14350568.000000 Penalty: 5715.346191
	Iteration 61Q: 3 clusters Score -1.435057e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97210 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -14350542.000000 Penalty: 5715.346191
	Iteration 62Q: 3 clusters Score -1.435054e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -14350567.000000 Penalty: 5715.346191
	Iteration 63Q: 3 clusters Score -1.435057e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -14350596.000000 Penalty: 5715.346191
	Iteration 64Q: 3 clusters Score -1.43506e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97330 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -14350618.000000 Penalty: 5715.346191
	Iteration 65Q: 3 clusters Score -1.435062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -14350606.000000 Penalty: 5715.346191
	Iteration 66Q: 3 clusters Score -1.435061e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97386 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -14350598.000000 Penalty: 5715.346191
	Iteration 67Q: 3 clusters Score -1.43506e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97411 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -14350606.000000 Penalty: 5715.346191
	Iteration 68Q: 3 clusters Score -1.435061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -14350605.000000 Penalty: 5715.346191
	Iteration 69Q: 3 clusters Score -1.43506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97444 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -14350613.000000 Penalty: 5715.346191
	Iteration 70Q: 3 clusters Score -1.435061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -14350619.000000 Penalty: 5715.346191
	Iteration 71Q: 3 clusters Score -1.435062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -14350603.000000 Penalty: 5715.346191
	Iteration 72Q: 3 clusters Score -1.43506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -14350601.000000 Penalty: 5715.346191
	Iteration 73Q: 3 clusters Score -1.43506e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97527 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -14350607.000000 Penalty: 5715.346191
	Iteration 74Q: 3 clusters Score -1.435061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -14350601.000000 Penalty: 5715.346191
	Iteration 75Q: 3 clusters Score -1.43506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -14350601.000000 Penalty: 5715.346191
	Iteration 76Q: 3 clusters Score -1.43506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97572 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -14350603.000000 Penalty: 5715.346191
	Iteration 77Q: 3 clusters Score -1.43506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -14350592.000000 Penalty: 5715.346191
	Iteration 78Q: 3 clusters Score -1.435059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97589 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -14350607.000000 Penalty: 5715.346191
	Iteration 79Q: 3 clusters Score -1.435061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -14350604.000000 Penalty: 5715.346191
	Iteration 80F: 3 clusters Score -1.43506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -14350599.000000 Penalty: 5715.346191
	Iteration 81Q: 3 clusters Score -1.43506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -14350599.000000 Penalty: 5715.346191
	Iteration 82F: 3 clusters Score -1.43506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -75583.500000 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -75583.5 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 318 members 
Entering Unmasked Estep 
Score: -73939.265625 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -73939.27 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74184.812500 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -74184.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74261.992188 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -74261.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74312.140625 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -74312.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74345.640625 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -74345.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74359.296875 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -74359.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74364.640625 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -74364.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74364.640625 Penalty: 3174.527832
	Iteration 7F: 3 clusters Score -74364.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180131 members 
Entering Unmasked Estep 
Score: -25614478.000000 Penalty: 3001.156982
	Iteration 0F: 2 clusters Score -2.561448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -25517466.000000 Penalty: 6002.313965
	Iteration 0F: 3 clusters Score -2.551747e+07 nChanged 86353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84910 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -25567650.000000 Penalty: 6002.313965
	Iteration 1F: 3 clusters Score -2.556765e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 98079 members 
Entering Unmasked Estep 
Score: -25568884.000000 Penalty: 6002.313965
	Iteration 2Q: 3 clusters Score -2.556888e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -25570514.000000 Penalty: 6002.313965
	Iteration 3Q: 3 clusters Score -2.557051e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71801 members 
Mstep: Class 2 contains 108330 members 
Entering Unmasked Estep 
Score: -25573280.000000 Penalty: 6002.313965
	Iteration 4Q: 3 clusters Score -2.557328e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -25578020.000000 Penalty: 6002.313965
	Iteration 5F: 3 clusters Score -2.557802e+07 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 126845 members 
Entering Unmasked Estep 
Score: -25584900.000000 Penalty: 6002.313965
	Iteration 6F: 3 clusters Score -2.55849e+07 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 137416 members 
Entering Unmasked Estep 
Score: -25592838.000000 Penalty: 6002.313965
	Iteration 7F: 3 clusters Score -2.559284e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 145483 members 
Entering Unmasked Estep 
Score: -25600510.000000 Penalty: 6002.313965
	Iteration 8F: 3 clusters Score -2.560051e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 150077 members 
Entering Unmasked Estep 
Score: -25605894.000000 Penalty: 6002.313965
	Iteration 9Q: 3 clusters Score -2.560589e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 152423 members 
Entering Unmasked Estep 
Score: -25608782.000000 Penalty: 6002.313965
	Iteration 10Q: 3 clusters Score -2.560878e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 153544 members 
Entering Unmasked Estep 
Score: -25610080.000000 Penalty: 6002.313965
	Iteration 11Q: 3 clusters Score -2.561008e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 154183 members 
Entering Unmasked Estep 
Score: -25610646.000000 Penalty: 6002.313965
	Iteration 12Q: 3 clusters Score -2.561065e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 154700 members 
Entering Unmasked Estep 
Score: -25610866.000000 Penalty: 6002.313965
	Iteration 13Q: 3 clusters Score -2.561087e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 155194 members 
Entering Unmasked Estep 
Score: -25611094.000000 Penalty: 6002.313965
	Iteration 14Q: 3 clusters Score -2.561109e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 155689 members 
Entering Unmasked Estep 
Score: -25611292.000000 Penalty: 6002.313965
	Iteration 15Q: 3 clusters Score -2.561129e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 156179 members 
Entering Unmasked Estep 
Score: -25611466.000000 Penalty: 6002.313965
	Iteration 16Q: 3 clusters Score -2.561147e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 156695 members 
Entering Unmasked Estep 
Score: -25611602.000000 Penalty: 6002.313965
	Iteration 17Q: 3 clusters Score -2.56116e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 157167 members 
Entering Unmasked Estep 
Score: -25611686.000000 Penalty: 6002.313965
	Iteration 18Q: 3 clusters Score -2.561169e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 157602 members 
Entering Unmasked Estep 
Score: -25611732.000000 Penalty: 6002.313965
	Iteration 19Q: 3 clusters Score -2.561173e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 157993 members 
Entering Unmasked Estep 
Score: -25611716.000000 Penalty: 6002.313965
	Iteration 20F: 3 clusters Score -2.561172e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 158369 members 
Entering Unmasked Estep 
Score: -25611838.000000 Penalty: 6002.313965
	Iteration 21Q: 3 clusters Score -2.561184e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 158688 members 
Entering Unmasked Estep 
Score: -25611950.000000 Penalty: 6002.313965
	Iteration 22Q: 3 clusters Score -2.561195e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 159035 members 
Entering Unmasked Estep 
Score: -25612088.000000 Penalty: 6002.313965
	Iteration 23Q: 3 clusters Score -2.561209e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 159407 members 
Entering Unmasked Estep 
Score: -25612146.000000 Penalty: 6002.313965
	Iteration 24Q: 3 clusters Score -2.561215e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 159773 members 
Entering Unmasked Estep 
Score: -25612266.000000 Penalty: 6002.313965
	Iteration 25Q: 3 clusters Score -2.561227e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 160124 members 
Entering Unmasked Estep 
Score: -25612262.000000 Penalty: 6002.313965
	Iteration 26Q: 3 clusters Score -2.561226e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 160476 members 
Entering Unmasked Estep 
Score: -25612356.000000 Penalty: 6002.313965
	Iteration 27Q: 3 clusters Score -2.561236e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 160850 members 
Entering Unmasked Estep 
Score: -25612492.000000 Penalty: 6002.313965
	Iteration 28Q: 3 clusters Score -2.561249e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 161294 members 
Entering Unmasked Estep 
Score: -25612532.000000 Penalty: 6002.313965
	Iteration 29Q: 3 clusters Score -2.561253e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 161707 members 
Entering Unmasked Estep 
Score: -25612480.000000 Penalty: 6002.313965
	Iteration 30Q: 3 clusters Score -2.561248e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 162079 members 
Entering Unmasked Estep 
Score: -25612542.000000 Penalty: 6002.313965
	Iteration 31Q: 3 clusters Score -2.561254e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 162454 members 
Entering Unmasked Estep 
Score: -25612520.000000 Penalty: 6002.313965
	Iteration 32Q: 3 clusters Score -2.561252e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 162847 members 
Entering Unmasked Estep 
Score: -25612544.000000 Penalty: 6002.313965
	Iteration 33Q: 3 clusters Score -2.561254e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 163212 members 
Entering Unmasked Estep 
Score: -25612476.000000 Penalty: 6002.313965
	Iteration 34Q: 3 clusters Score -2.561248e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 163544 members 
Entering Unmasked Estep 
Score: -25612496.000000 Penalty: 6002.313965
	Iteration 35Q: 3 clusters Score -2.56125e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -25612490.000000 Penalty: 6002.313965
	Iteration 36Q: 3 clusters Score -2.561249e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 164204 members 
Entering Unmasked Estep 
Score: -25612654.000000 Penalty: 6002.313965
	Iteration 37Q: 3 clusters Score -2.561265e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 164518 members 
Entering Unmasked Estep 
Score: -25612714.000000 Penalty: 6002.313965
	Iteration 38Q: 3 clusters Score -2.561271e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 164808 members 
Entering Unmasked Estep 
Score: -25612780.000000 Penalty: 6002.313965
	Iteration 39Q: 3 clusters Score -2.561278e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 165067 members 
Entering Unmasked Estep 
Score: -25612822.000000 Penalty: 6002.313965
	Iteration 40F: 3 clusters Score -2.561282e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 165335 members 
Entering Unmasked Estep 
Score: -25612930.000000 Penalty: 6002.313965
	Iteration 41Q: 3 clusters Score -2.561293e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 165570 members 
Entering Unmasked Estep 
Score: -25612974.000000 Penalty: 6002.313965
	Iteration 42Q: 3 clusters Score -2.561297e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 165789 members 
Entering Unmasked Estep 
Score: -25613012.000000 Penalty: 6002.313965
	Iteration 43Q: 3 clusters Score -2.561301e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 166015 members 
Entering Unmasked Estep 
Score: -25612912.000000 Penalty: 6002.313965
	Iteration 44Q: 3 clusters Score -2.561291e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 166209 members 
Entering Unmasked Estep 
Score: -25612954.000000 Penalty: 6002.313965
	Iteration 45Q: 3 clusters Score -2.561295e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 166419 members 
Entering Unmasked Estep 
Score: -25613020.000000 Penalty: 6002.313965
	Iteration 46Q: 3 clusters Score -2.561302e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 166616 members 
Entering Unmasked Estep 
Score: -25612930.000000 Penalty: 6002.313965
	Iteration 47Q: 3 clusters Score -2.561293e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 166822 members 
Entering Unmasked Estep 
Score: -25612918.000000 Penalty: 6002.313965
	Iteration 48Q: 3 clusters Score -2.561292e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 167008 members 
Entering Unmasked Estep 
Score: -25612890.000000 Penalty: 6002.313965
	Iteration 49Q: 3 clusters Score -2.561289e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 167182 members 
Entering Unmasked Estep 
Score: -25612882.000000 Penalty: 6002.313965
	Iteration 50Q: 3 clusters Score -2.561288e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 167359 members 
Entering Unmasked Estep 
Score: -25612896.000000 Penalty: 6002.313965
	Iteration 51Q: 3 clusters Score -2.56129e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 167557 members 
Entering Unmasked Estep 
Score: -25612946.000000 Penalty: 6002.313965
	Iteration 52Q: 3 clusters Score -2.561295e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 167757 members 
Entering Unmasked Estep 
Score: -25612944.000000 Penalty: 6002.313965
	Iteration 53Q: 3 clusters Score -2.561294e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 167953 members 
Entering Unmasked Estep 
Score: -25612906.000000 Penalty: 6002.313965
	Iteration 54Q: 3 clusters Score -2.561291e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -25612944.000000 Penalty: 6002.313965
	Iteration 55Q: 3 clusters Score -2.561294e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 168320 members 
Entering Unmasked Estep 
Score: -25612968.000000 Penalty: 6002.313965
	Iteration 56Q: 3 clusters Score -2.561297e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 168508 members 
Entering Unmasked Estep 
Score: -25612976.000000 Penalty: 6002.313965
	Iteration 57Q: 3 clusters Score -2.561298e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 168666 members 
Entering Unmasked Estep 
Score: -25613024.000000 Penalty: 6002.313965
	Iteration 58Q: 3 clusters Score -2.561302e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 168824 members 
Entering Unmasked Estep 
Score: -25613024.000000 Penalty: 6002.313965
	Iteration 59Q: 3 clusters Score -2.561302e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 168964 members 
Entering Unmasked Estep 
Score: -25613054.000000 Penalty: 6002.313965
	Iteration 60F: 3 clusters Score -2.561305e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 169094 members 
Entering Unmasked Estep 
Score: -25613090.000000 Penalty: 6002.313965
	Iteration 61Q: 3 clusters Score -2.561309e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 169211 members 
Entering Unmasked Estep 
Score: -25613074.000000 Penalty: 6002.313965
	Iteration 62Q: 3 clusters Score -2.561307e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 169332 members 
Entering Unmasked Estep 
Score: -25613058.000000 Penalty: 6002.313965
	Iteration 63Q: 3 clusters Score -2.561306e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 169437 members 
Entering Unmasked Estep 
Score: -25613092.000000 Penalty: 6002.313965
	Iteration 64Q: 3 clusters Score -2.561309e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 169539 members 
Entering Unmasked Estep 
Score: -25613090.000000 Penalty: 6002.313965
	Iteration 65Q: 3 clusters Score -2.561309e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 169655 members 
Entering Unmasked Estep 
Score: -25613102.000000 Penalty: 6002.313965
	Iteration 66Q: 3 clusters Score -2.56131e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 169759 members 
Entering Unmasked Estep 
Score: -25613114.000000 Penalty: 6002.313965
	Iteration 67Q: 3 clusters Score -2.561311e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 169874 members 
Entering Unmasked Estep 
Score: -25613142.000000 Penalty: 6002.313965
	Iteration 68Q: 3 clusters Score -2.561314e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 170002 members 
Entering Unmasked Estep 
Score: -25613160.000000 Penalty: 6002.313965
	Iteration 69Q: 3 clusters Score -2.561316e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 170113 members 
Entering Unmasked Estep 
Score: -25613164.000000 Penalty: 6002.313965
	Iteration 70Q: 3 clusters Score -2.561316e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -25613180.000000 Penalty: 6002.313965
	Iteration 71Q: 3 clusters Score -2.561318e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 170366 members 
Entering Unmasked Estep 
Score: -25613146.000000 Penalty: 6002.313965
	Iteration 72Q: 3 clusters Score -2.561315e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 170497 members 
Entering Unmasked Estep 
Score: -25613160.000000 Penalty: 6002.313965
	Iteration 73Q: 3 clusters Score -2.561316e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 170606 members 
Entering Unmasked Estep 
Score: -25613116.000000 Penalty: 6002.313965
	Iteration 74Q: 3 clusters Score -2.561312e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 170719 members 
Entering Unmasked Estep 
Score: -25613104.000000 Penalty: 6002.313965
	Iteration 75Q: 3 clusters Score -2.56131e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 170823 members 
Entering Unmasked Estep 
Score: -25613136.000000 Penalty: 6002.313965
	Iteration 76Q: 3 clusters Score -2.561314e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 170927 members 
Entering Unmasked Estep 
Score: -25613092.000000 Penalty: 6002.313965
	Iteration 77Q: 3 clusters Score -2.561309e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 171051 members 
Entering Unmasked Estep 
Score: -25613040.000000 Penalty: 6002.313965
	Iteration 78Q: 3 clusters Score -2.561304e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 171183 members 
Entering Unmasked Estep 
Score: -25613016.000000 Penalty: 6002.313965
	Iteration 79Q: 3 clusters Score -2.561302e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -25613028.000000 Penalty: 6002.313965
	Iteration 80F: 3 clusters Score -2.561303e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 171435 members 
Entering Unmasked Estep 
Score: -25613022.000000 Penalty: 6002.313965
	Iteration 81Q: 3 clusters Score -2.561302e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 171540 members 
Entering Unmasked Estep 
Score: -25613006.000000 Penalty: 6002.313965
	Iteration 82Q: 3 clusters Score -2.561301e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 171646 members 
Entering Unmasked Estep 
Score: -25613012.000000 Penalty: 6002.313965
	Iteration 83Q: 3 clusters Score -2.561301e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 171735 members 
Entering Unmasked Estep 
Score: -25613014.000000 Penalty: 6002.313965
	Iteration 84Q: 3 clusters Score -2.561301e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 171824 members 
Entering Unmasked Estep 
Score: -25613014.000000 Penalty: 6002.313965
	Iteration 85Q: 3 clusters Score -2.561301e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 171911 members 
Entering Unmasked Estep 
Score: -25613000.000000 Penalty: 6002.313965
	Iteration 86Q: 3 clusters Score -2.5613e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 172010 members 
Entering Unmasked Estep 
Score: -25613002.000000 Penalty: 6002.313965
	Iteration 87Q: 3 clusters Score -2.5613e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 172090 members 
Entering Unmasked Estep 
Score: -25612976.000000 Penalty: 6002.313965
	Iteration 88Q: 3 clusters Score -2.561298e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 172169 members 
Entering Unmasked Estep 
Score: -25613028.000000 Penalty: 6002.313965
	Iteration 89Q: 3 clusters Score -2.561303e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 172254 members 
Entering Unmasked Estep 
Score: -25613020.000000 Penalty: 6002.313965
	Iteration 90Q: 3 clusters Score -2.561302e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 172327 members 
Entering Unmasked Estep 
Score: -25613042.000000 Penalty: 6002.313965
	Iteration 91Q: 3 clusters Score -2.561304e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 172388 members 
Entering Unmasked Estep 
Score: -25613076.000000 Penalty: 6002.313965
	Iteration 92Q: 3 clusters Score -2.561308e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 172457 members 
Entering Unmasked Estep 
Score: -25613080.000000 Penalty: 6002.313965
	Iteration 93Q: 3 clusters Score -2.561308e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 172505 members 
Entering Unmasked Estep 
Score: -25613132.000000 Penalty: 6002.313965
	Iteration 94Q: 3 clusters Score -2.561313e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 172560 members 
Entering Unmasked Estep 
Score: -25613126.000000 Penalty: 6002.313965
	Iteration 95Q: 3 clusters Score -2.561313e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 172614 members 
Entering Unmasked Estep 
Score: -25613158.000000 Penalty: 6002.313965
	Iteration 96Q: 3 clusters Score -2.561316e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 172657 members 
Entering Unmasked Estep 
Score: -25613152.000000 Penalty: 6002.313965
	Iteration 97Q: 3 clusters Score -2.561315e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 172705 members 
Entering Unmasked Estep 
Score: -25613146.000000 Penalty: 6002.313965
	Iteration 98Q: 3 clusters Score -2.561315e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 172773 members 
Entering Unmasked Estep 
Score: -25613150.000000 Penalty: 6002.313965
	Iteration 99Q: 3 clusters Score -2.561315e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -25613160.000000 Penalty: 6002.313965
	Iteration 100F: 3 clusters Score -2.561316e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 172914 members 
Entering Unmasked Estep 
Score: -25613136.000000 Penalty: 6002.313965
	Iteration 101Q: 3 clusters Score -2.561314e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 172978 members 
Entering Unmasked Estep 
Score: -25613144.000000 Penalty: 6002.313965
	Iteration 102Q: 3 clusters Score -2.561314e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 173047 members 
Entering Unmasked Estep 
Score: -25613118.000000 Penalty: 6002.313965
	Iteration 103Q: 3 clusters Score -2.561312e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 173108 members 
Entering Unmasked Estep 
Score: -25613088.000000 Penalty: 6002.313965
	Iteration 104Q: 3 clusters Score -2.561309e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 173169 members 
Entering Unmasked Estep 
Score: -25613080.000000 Penalty: 6002.313965
	Iteration 105Q: 3 clusters Score -2.561308e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 173230 members 
Entering Unmasked Estep 
Score: -25613118.000000 Penalty: 6002.313965
	Iteration 106Q: 3 clusters Score -2.561312e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 173279 members 
Entering Unmasked Estep 
Score: -25613106.000000 Penalty: 6002.313965
	Iteration 107Q: 3 clusters Score -2.561311e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 173329 members 
Entering Unmasked Estep 
Score: -25613122.000000 Penalty: 6002.313965
	Iteration 108Q: 3 clusters Score -2.561312e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 173368 members 
Entering Unmasked Estep 
Score: -25613122.000000 Penalty: 6002.313965
	Iteration 109Q: 3 clusters Score -2.561312e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 173402 members 
Entering Unmasked Estep 
Score: -25613136.000000 Penalty: 6002.313965
	Iteration 110Q: 3 clusters Score -2.561314e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 173428 members 
Entering Unmasked Estep 
Score: -25613160.000000 Penalty: 6002.313965
	Iteration 111Q: 3 clusters Score -2.561316e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 173452 members 
Entering Unmasked Estep 
Score: -25613148.000000 Penalty: 6002.313965
	Iteration 112Q: 3 clusters Score -2.561315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 173477 members 
Entering Unmasked Estep 
Score: -25613116.000000 Penalty: 6002.313965
	Iteration 113Q: 3 clusters Score -2.561312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 173502 members 
Entering Unmasked Estep 
Score: -25613128.000000 Penalty: 6002.313965
	Iteration 114Q: 3 clusters Score -2.561313e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -25613132.000000 Penalty: 6002.313965
	Iteration 115Q: 3 clusters Score -2.561313e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 173550 members 
Entering Unmasked Estep 
Score: -25613144.000000 Penalty: 6002.313965
	Iteration 116Q: 3 clusters Score -2.561314e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 173578 members 
Entering Unmasked Estep 
Score: -25613154.000000 Penalty: 6002.313965
	Iteration 117Q: 3 clusters Score -2.561315e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 173601 members 
Entering Unmasked Estep 
Score: -25613166.000000 Penalty: 6002.313965
	Iteration 118Q: 3 clusters Score -2.561317e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 173625 members 
Entering Unmasked Estep 
Score: -25613164.000000 Penalty: 6002.313965
	Iteration 119Q: 3 clusters Score -2.561316e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 173645 members 
Entering Unmasked Estep 
Score: -25613192.000000 Penalty: 6002.313965
	Iteration 120F: 3 clusters Score -2.561319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 173658 members 
Entering Unmasked Estep 
Score: -25613174.000000 Penalty: 6002.313965
	Iteration 121Q: 3 clusters Score -2.561317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 173677 members 
Entering Unmasked Estep 
Score: -25613170.000000 Penalty: 6002.313965
	Iteration 122Q: 3 clusters Score -2.561317e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 173692 members 
Entering Unmasked Estep 
Score: -25613142.000000 Penalty: 6002.313965
	Iteration 123Q: 3 clusters Score -2.561314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 173711 members 
Entering Unmasked Estep 
Score: -25613150.000000 Penalty: 6002.313965
	Iteration 124Q: 3 clusters Score -2.561315e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 173744 members 
Entering Unmasked Estep 
Score: -25613132.000000 Penalty: 6002.313965
	Iteration 125Q: 3 clusters Score -2.561313e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 173776 members 
Entering Unmasked Estep 
Score: -25613138.000000 Penalty: 6002.313965
	Iteration 126Q: 3 clusters Score -2.561314e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 173801 members 
Entering Unmasked Estep 
Score: -25613106.000000 Penalty: 6002.313965
	Iteration 127Q: 3 clusters Score -2.561311e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 173821 members 
Entering Unmasked Estep 
Score: -25613092.000000 Penalty: 6002.313965
	Iteration 128Q: 3 clusters Score -2.561309e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 173844 members 
Entering Unmasked Estep 
Score: -25613118.000000 Penalty: 6002.313965
	Iteration 129Q: 3 clusters Score -2.561312e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 173871 members 
Entering Unmasked Estep 
Score: -25613106.000000 Penalty: 6002.313965
	Iteration 130Q: 3 clusters Score -2.561311e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 173897 members 
Entering Unmasked Estep 
Score: -25613108.000000 Penalty: 6002.313965
	Iteration 131Q: 3 clusters Score -2.561311e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 173941 members 
Entering Unmasked Estep 
Score: -25613092.000000 Penalty: 6002.313965
	Iteration 132Q: 3 clusters Score -2.561309e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 173987 members 
Entering Unmasked Estep 
Score: -25613086.000000 Penalty: 6002.313965
	Iteration 133Q: 3 clusters Score -2.561309e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 174034 members 
Entering Unmasked Estep 
Score: -25613124.000000 Penalty: 6002.313965
	Iteration 134Q: 3 clusters Score -2.561312e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 174082 members 
Entering Unmasked Estep 
Score: -25613132.000000 Penalty: 6002.313965
	Iteration 135Q: 3 clusters Score -2.561313e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -25613144.000000 Penalty: 6002.313965
	Iteration 136Q: 3 clusters Score -2.561314e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 174162 members 
Entering Unmasked Estep 
Score: -25613142.000000 Penalty: 6002.313965
	Iteration 137Q: 3 clusters Score -2.561314e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 174187 members 
Entering Unmasked Estep 
Score: -25613154.000000 Penalty: 6002.313965
	Iteration 138Q: 3 clusters Score -2.561315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 174215 members 
Entering Unmasked Estep 
Score: -25613144.000000 Penalty: 6002.313965
	Iteration 139Q: 3 clusters Score -2.561314e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 174241 members 
Entering Unmasked Estep 
Score: -25613128.000000 Penalty: 6002.313965
	Iteration 140F: 3 clusters Score -2.561313e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 174259 members 
Entering Unmasked Estep 
Score: -25613172.000000 Penalty: 6002.313965
	Iteration 141Q: 3 clusters Score -2.561317e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 174280 members 
Entering Unmasked Estep 
Score: -25613180.000000 Penalty: 6002.313965
	Iteration 142Q: 3 clusters Score -2.561318e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 174316 members 
Entering Unmasked Estep 
Score: -25613150.000000 Penalty: 6002.313965
	Iteration 143Q: 3 clusters Score -2.561315e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 174360 members 
Entering Unmasked Estep 
Score: -25613144.000000 Penalty: 6002.313965
	Iteration 144Q: 3 clusters Score -2.561314e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 174404 members 
Entering Unmasked Estep 
Score: -25613138.000000 Penalty: 6002.313965
	Iteration 145Q: 3 clusters Score -2.561314e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 174446 members 
Entering Unmasked Estep 
Score: -25613132.000000 Penalty: 6002.313965
	Iteration 146Q: 3 clusters Score -2.561313e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 174481 members 
Entering Unmasked Estep 
Score: -25613130.000000 Penalty: 6002.313965
	Iteration 147Q: 3 clusters Score -2.561313e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 174524 members 
Entering Unmasked Estep 
Score: -25613150.000000 Penalty: 6002.313965
	Iteration 148Q: 3 clusters Score -2.561315e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 174556 members 
Entering Unmasked Estep 
Score: -25613140.000000 Penalty: 6002.313965
	Iteration 149Q: 3 clusters Score -2.561314e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 174596 members 
Entering Unmasked Estep 
Score: -25613110.000000 Penalty: 6002.313965
	Iteration 150Q: 3 clusters Score -2.561311e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 174637 members 
Entering Unmasked Estep 
Score: -25613122.000000 Penalty: 6002.313965
	Iteration 151Q: 3 clusters Score -2.561312e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 174668 members 
Entering Unmasked Estep 
Score: -25613124.000000 Penalty: 6002.313965
	Iteration 152Q: 3 clusters Score -2.561312e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 174697 members 
Entering Unmasked Estep 
Score: -25613094.000000 Penalty: 6002.313965
	Iteration 153Q: 3 clusters Score -2.561309e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 174725 members 
Entering Unmasked Estep 
Score: -25613066.000000 Penalty: 6002.313965
	Iteration 154Q: 3 clusters Score -2.561307e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 174757 members 
Entering Unmasked Estep 
Score: -25613096.000000 Penalty: 6002.313965
	Iteration 155Q: 3 clusters Score -2.56131e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 174783 members 
Entering Unmasked Estep 
Score: -25613076.000000 Penalty: 6002.313965
	Iteration 156Q: 3 clusters Score -2.561308e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 174811 members 
Entering Unmasked Estep 
Score: -25613092.000000 Penalty: 6002.313965
	Iteration 157Q: 3 clusters Score -2.561309e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 174835 members 
Entering Unmasked Estep 
Score: -25613098.000000 Penalty: 6002.313965
	Iteration 158Q: 3 clusters Score -2.56131e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 174880 members 
Entering Unmasked Estep 
Score: -25613108.000000 Penalty: 6002.313965
	Iteration 159Q: 3 clusters Score -2.561311e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 174927 members 
Entering Unmasked Estep 
Score: -25613146.000000 Penalty: 6002.313965
	Iteration 160F: 3 clusters Score -2.561315e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 174974 members 
Entering Unmasked Estep 
Score: -25613122.000000 Penalty: 6002.313965
	Iteration 161Q: 3 clusters Score -2.561312e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 175026 members 
Entering Unmasked Estep 
Score: -25613114.000000 Penalty: 6002.313965
	Iteration 162Q: 3 clusters Score -2.561311e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 175078 members 
Entering Unmasked Estep 
Score: -25613076.000000 Penalty: 6002.313965
	Iteration 163Q: 3 clusters Score -2.561308e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 175135 members 
Entering Unmasked Estep 
Score: -25613086.000000 Penalty: 6002.313965
	Iteration 164Q: 3 clusters Score -2.561309e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 175187 members 
Entering Unmasked Estep 
Score: -25613072.000000 Penalty: 6002.313965
	Iteration 165Q: 3 clusters Score -2.561307e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 175229 members 
Entering Unmasked Estep 
Score: -25613060.000000 Penalty: 6002.313965
	Iteration 166Q: 3 clusters Score -2.561306e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 175275 members 
Entering Unmasked Estep 
Score: -25613076.000000 Penalty: 6002.313965
	Iteration 167Q: 3 clusters Score -2.561308e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 175304 members 
Entering Unmasked Estep 
Score: -25613064.000000 Penalty: 6002.313965
	Iteration 168Q: 3 clusters Score -2.561306e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 175326 members 
Entering Unmasked Estep 
Score: -25613060.000000 Penalty: 6002.313965
	Iteration 169Q: 3 clusters Score -2.561306e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 175348 members 
Entering Unmasked Estep 
Score: -25613074.000000 Penalty: 6002.313965
	Iteration 170Q: 3 clusters Score -2.561307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 175362 members 
Entering Unmasked Estep 
Score: -25613040.000000 Penalty: 6002.313965
	Iteration 171Q: 3 clusters Score -2.561304e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 175386 members 
Entering Unmasked Estep 
Score: -25613034.000000 Penalty: 6002.313965
	Iteration 172Q: 3 clusters Score -2.561303e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 175410 members 
Entering Unmasked Estep 
Score: -25613038.000000 Penalty: 6002.313965
	Iteration 173Q: 3 clusters Score -2.561304e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 175432 members 
Entering Unmasked Estep 
Score: -25613020.000000 Penalty: 6002.313965
	Iteration 174Q: 3 clusters Score -2.561302e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 175454 members 
Entering Unmasked Estep 
Score: -25613012.000000 Penalty: 6002.313965
	Iteration 175Q: 3 clusters Score -2.561301e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 175474 members 
Entering Unmasked Estep 
Score: -25613004.000000 Penalty: 6002.313965
	Iteration 176Q: 3 clusters Score -2.5613e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 175492 members 
Entering Unmasked Estep 
Score: -25613010.000000 Penalty: 6002.313965
	Iteration 177Q: 3 clusters Score -2.561301e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 175510 members 
Entering Unmasked Estep 
Score: -25613000.000000 Penalty: 6002.313965
	Iteration 178Q: 3 clusters Score -2.5613e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 175529 members 
Entering Unmasked Estep 
Score: -25612980.000000 Penalty: 6002.313965
	Iteration 179Q: 3 clusters Score -2.561298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 175547 members 
Entering Unmasked Estep 
Score: -25612982.000000 Penalty: 6002.313965
	Iteration 180F: 3 clusters Score -2.561298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 175576 members 
Entering Unmasked Estep 
Score: -25613010.000000 Penalty: 6002.313965
	Iteration 181Q: 3 clusters Score -2.561301e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 175601 members 
Entering Unmasked Estep 
Score: -25613006.000000 Penalty: 6002.313965
	Iteration 182Q: 3 clusters Score -2.561301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 175626 members 
Entering Unmasked Estep 
Score: -25613006.000000 Penalty: 6002.313965
	Iteration 183Q: 3 clusters Score -2.561301e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 175655 members 
Entering Unmasked Estep 
Score: -25612982.000000 Penalty: 6002.313965
	Iteration 184Q: 3 clusters Score -2.561298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 175677 members 
Entering Unmasked Estep 
Score: -25612980.000000 Penalty: 6002.313965
	Iteration 185Q: 3 clusters Score -2.561298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 175694 members 
Entering Unmasked Estep 
Score: -25613006.000000 Penalty: 6002.313965
	Iteration 186Q: 3 clusters Score -2.561301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 175716 members 
Entering Unmasked Estep 
Score: -25612994.000000 Penalty: 6002.313965
	Iteration 187Q: 3 clusters Score -2.561299e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 175734 members 
Entering Unmasked Estep 
Score: -25612976.000000 Penalty: 6002.313965
	Iteration 188Q: 3 clusters Score -2.561298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 175753 members 
Entering Unmasked Estep 
Score: -25612966.000000 Penalty: 6002.313965
	Iteration 189Q: 3 clusters Score -2.561297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 175764 members 
Entering Unmasked Estep 
Score: -25612978.000000 Penalty: 6002.313965
	Iteration 190Q: 3 clusters Score -2.561298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 175774 members 
Entering Unmasked Estep 
Score: -25612974.000000 Penalty: 6002.313965
	Iteration 191Q: 3 clusters Score -2.561297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 175779 members 
Entering Unmasked Estep 
Score: -25612980.000000 Penalty: 6002.313965
	Iteration 192Q: 3 clusters Score -2.561298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 175782 members 
Entering Unmasked Estep 
Score: -25612982.000000 Penalty: 6002.313965
	Iteration 193Q: 3 clusters Score -2.561298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 175785 members 
Entering Unmasked Estep 
Score: -25612982.000000 Penalty: 6002.313965
	Iteration 194Q: 3 clusters Score -2.561298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 175790 members 
Entering Unmasked Estep 
Score: -25612982.000000 Penalty: 6002.313965
	Iteration 195Q: 3 clusters Score -2.561298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 175792 members 
Entering Unmasked Estep 
Score: -25612982.000000 Penalty: 6002.313965
	Iteration 196Q: 3 clusters Score -2.561298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 175794 members 
Entering Unmasked Estep 
Score: -25612980.000000 Penalty: 6002.313965
	Iteration 197Q: 3 clusters Score -2.561298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 175798 members 
Entering Unmasked Estep 
Score: -25612976.000000 Penalty: 6002.313965
	Iteration 198Q: 3 clusters Score -2.561298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 175801 members 
Entering Unmasked Estep 
Score: -25612998.000000 Penalty: 6002.313965
	Iteration 199Q: 3 clusters Score -2.5613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 175804 members 
Entering Unmasked Estep 
Score: -25612988.000000 Penalty: 6002.313965
	Iteration 200F: 3 clusters Score -2.561299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 175805 members 
Entering Unmasked Estep 
Score: -25613002.000000 Penalty: 6002.313965
	Iteration 201Q: 3 clusters Score -2.5613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 175806 members 
Entering Unmasked Estep 
Score: -25613006.000000 Penalty: 6002.313965
	Iteration 202Q: 3 clusters Score -2.561301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 175809 members 
Entering Unmasked Estep 
Score: -25612996.000000 Penalty: 6002.313965
	Iteration 203Q: 3 clusters Score -2.5613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 175812 members 
Entering Unmasked Estep 
Score: -25612986.000000 Penalty: 6002.313965
	Iteration 204Q: 3 clusters Score -2.561299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 175815 members 
Entering Unmasked Estep 
Score: -25612980.000000 Penalty: 6002.313965
	Iteration 205Q: 3 clusters Score -2.561298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 175825 members 
Entering Unmasked Estep 
Score: -25612998.000000 Penalty: 6002.313965
	Iteration 206Q: 3 clusters Score -2.5613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 175831 members 
Entering Unmasked Estep 
Score: -25613000.000000 Penalty: 6002.313965
	Iteration 207Q: 3 clusters Score -2.5613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 175837 members 
Entering Unmasked Estep 
Score: -25612992.000000 Penalty: 6002.313965
	Iteration 208Q: 3 clusters Score -2.561299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 175845 members 
Entering Unmasked Estep 
Score: -25612974.000000 Penalty: 6002.313965
	Iteration 209Q: 3 clusters Score -2.561297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 175854 members 
Entering Unmasked Estep 
Score: -25612966.000000 Penalty: 6002.313965
	Iteration 210Q: 3 clusters Score -2.561297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 175860 members 
Entering Unmasked Estep 
Score: -25612968.000000 Penalty: 6002.313965
	Iteration 211Q: 3 clusters Score -2.561297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 175868 members 
Entering Unmasked Estep 
Score: -25612986.000000 Penalty: 6002.313965
	Iteration 212Q: 3 clusters Score -2.561299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 175878 members 
Entering Unmasked Estep 
Score: -25612968.000000 Penalty: 6002.313965
	Iteration 213Q: 3 clusters Score -2.561297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 175892 members 
Entering Unmasked Estep 
Score: -25612962.000000 Penalty: 6002.313965
	Iteration 214Q: 3 clusters Score -2.561296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 175906 members 
Entering Unmasked Estep 
Score: -25612976.000000 Penalty: 6002.313965
	Iteration 215Q: 3 clusters Score -2.561298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 175921 members 
Entering Unmasked Estep 
Score: -25612986.000000 Penalty: 6002.313965
	Iteration 216Q: 3 clusters Score -2.561299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 175938 members 
Entering Unmasked Estep 
Score: -25612984.000000 Penalty: 6002.313965
	Iteration 217Q: 3 clusters Score -2.561298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 175953 members 
Entering Unmasked Estep 
Score: -25612984.000000 Penalty: 6002.313965
	Iteration 218Q: 3 clusters Score -2.561298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 175973 members 
Entering Unmasked Estep 
Score: -25613000.000000 Penalty: 6002.313965
	Iteration 219Q: 3 clusters Score -2.5613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 175984 members 
Entering Unmasked Estep 
Score: -25612986.000000 Penalty: 6002.313965
	Iteration 220F: 3 clusters Score -2.561299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 175996 members 
Entering Unmasked Estep 
Score: -25613016.000000 Penalty: 6002.313965
	Iteration 221Q: 3 clusters Score -2.561302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 176012 members 
Entering Unmasked Estep 
Score: -25613028.000000 Penalty: 6002.313965
	Iteration 222Q: 3 clusters Score -2.561303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 176031 members 
Entering Unmasked Estep 
Score: -25613012.000000 Penalty: 6002.313965
	Iteration 223Q: 3 clusters Score -2.561301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 176042 members 
Entering Unmasked Estep 
Score: -25612994.000000 Penalty: 6002.313965
	Iteration 224Q: 3 clusters Score -2.561299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 176056 members 
Entering Unmasked Estep 
Score: -25612992.000000 Penalty: 6002.313965
	Iteration 225Q: 3 clusters Score -2.561299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 176068 members 
Entering Unmasked Estep 
Score: -25612980.000000 Penalty: 6002.313965
	Iteration 226Q: 3 clusters Score -2.561298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 176076 members 
Entering Unmasked Estep 
Score: -25613006.000000 Penalty: 6002.313965
	Iteration 227Q: 3 clusters Score -2.561301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 176094 members 
Entering Unmasked Estep 
Score: -25612972.000000 Penalty: 6002.313965
	Iteration 228Q: 3 clusters Score -2.561297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 176110 members 
Entering Unmasked Estep 
Score: -25612992.000000 Penalty: 6002.313965
	Iteration 229Q: 3 clusters Score -2.561299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 176124 members 
Entering Unmasked Estep 
Score: -25612984.000000 Penalty: 6002.313965
	Iteration 230Q: 3 clusters Score -2.561298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -25612974.000000 Penalty: 6002.313965
	Iteration 231Q: 3 clusters Score -2.561297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 176152 members 
Entering Unmasked Estep 
Score: -25612966.000000 Penalty: 6002.313965
	Iteration 232Q: 3 clusters Score -2.561297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 176165 members 
Entering Unmasked Estep 
Score: -25612990.000000 Penalty: 6002.313965
	Iteration 233Q: 3 clusters Score -2.561299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 176173 members 
Entering Unmasked Estep 
Score: -25612982.000000 Penalty: 6002.313965
	Iteration 234Q: 3 clusters Score -2.561298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 176181 members 
Entering Unmasked Estep 
Score: -25612980.000000 Penalty: 6002.313965
	Iteration 235Q: 3 clusters Score -2.561298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 176193 members 
Entering Unmasked Estep 
Score: -25612966.000000 Penalty: 6002.313965
	Iteration 236Q: 3 clusters Score -2.561297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 176204 members 
Entering Unmasked Estep 
Score: -25612958.000000 Penalty: 6002.313965
	Iteration 237Q: 3 clusters Score -2.561296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 176213 members 
Entering Unmasked Estep 
Score: -25612976.000000 Penalty: 6002.313965
	Iteration 238Q: 3 clusters Score -2.561298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 176226 members 
Entering Unmasked Estep 
Score: -25612956.000000 Penalty: 6002.313965
	Iteration 239Q: 3 clusters Score -2.561296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 176236 members 
Entering Unmasked Estep 
Score: -25612976.000000 Penalty: 6002.313965
	Iteration 240F: 3 clusters Score -2.561298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 176247 members 
Entering Unmasked Estep 
Score: -25612970.000000 Penalty: 6002.313965
	Iteration 241Q: 3 clusters Score -2.561297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 176250 members 
Entering Unmasked Estep 
Score: -25612964.000000 Penalty: 6002.313965
	Iteration 242Q: 3 clusters Score -2.561296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 176256 members 
Entering Unmasked Estep 
Score: -25612952.000000 Penalty: 6002.313965
	Iteration 243Q: 3 clusters Score -2.561295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 176264 members 
Entering Unmasked Estep 
Score: -25612944.000000 Penalty: 6002.313965
	Iteration 244Q: 3 clusters Score -2.561294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 176279 members 
Entering Unmasked Estep 
Score: -25612948.000000 Penalty: 6002.313965
	Iteration 245Q: 3 clusters Score -2.561295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 176289 members 
Entering Unmasked Estep 
Score: -25612976.000000 Penalty: 6002.313965
	Iteration 246Q: 3 clusters Score -2.561298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 176304 members 
Entering Unmasked Estep 
Score: -25612974.000000 Penalty: 6002.313965
	Iteration 247Q: 3 clusters Score -2.561297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 176323 members 
Entering Unmasked Estep 
Score: -25612992.000000 Penalty: 6002.313965
	Iteration 248Q: 3 clusters Score -2.561299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 176335 members 
Entering Unmasked Estep 
Score: -25612990.000000 Penalty: 6002.313965
	Iteration 249Q: 3 clusters Score -2.561299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 176350 members 
Entering Unmasked Estep 
Score: -25612984.000000 Penalty: 6002.313965
	Iteration 250Q: 3 clusters Score -2.561298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 176364 members 
Entering Unmasked Estep 
Score: -25612978.000000 Penalty: 6002.313965
	Iteration 251Q: 3 clusters Score -2.561298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 176373 members 
Entering Unmasked Estep 
Score: -25612968.000000 Penalty: 6002.313965
	Iteration 252Q: 3 clusters Score -2.561297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 176380 members 
Entering Unmasked Estep 
Score: -25612962.000000 Penalty: 6002.313965
	Iteration 253Q: 3 clusters Score -2.561296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 176384 members 
Entering Unmasked Estep 
Score: -25612960.000000 Penalty: 6002.313965
	Iteration 254Q: 3 clusters Score -2.561296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 176386 members 
Entering Unmasked Estep 
Score: -25612950.000000 Penalty: 6002.313965
	Iteration 255Q: 3 clusters Score -2.561295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 176391 members 
Entering Unmasked Estep 
Score: -25612972.000000 Penalty: 6002.313965
	Iteration 256Q: 3 clusters Score -2.561297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 176396 members 
Entering Unmasked Estep 
Score: -25612960.000000 Penalty: 6002.313965
	Iteration 257Q: 3 clusters Score -2.561296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 176402 members 
Entering Unmasked Estep 
Score: -25612964.000000 Penalty: 6002.313965
	Iteration 258Q: 3 clusters Score -2.561296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 176405 members 
Entering Unmasked Estep 
Score: -25612954.000000 Penalty: 6002.313965
	Iteration 259Q: 3 clusters Score -2.561295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 176405 members 
Entering Unmasked Estep 
Score: -25612968.000000 Penalty: 6002.313965
	Iteration 260F: 3 clusters Score -2.561297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 176410 members 
Entering Unmasked Estep 
Score: -25612972.000000 Penalty: 6002.313965
	Iteration 261Q: 3 clusters Score -2.561297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 176414 members 
Entering Unmasked Estep 
Score: -25612964.000000 Penalty: 6002.313965
	Iteration 262Q: 3 clusters Score -2.561296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 176415 members 
Entering Unmasked Estep 
Score: -25612954.000000 Penalty: 6002.313965
	Iteration 263Q: 3 clusters Score -2.561295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 176416 members 
Entering Unmasked Estep 
Score: -25612964.000000 Penalty: 6002.313965
	Iteration 264Q: 3 clusters Score -2.561296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 176417 members 
Entering Unmasked Estep 
Score: -25612970.000000 Penalty: 6002.313965
	Iteration 265Q: 3 clusters Score -2.561297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 176421 members 
Entering Unmasked Estep 
Score: -25612980.000000 Penalty: 6002.313965
	Iteration 266Q: 3 clusters Score -2.561298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 176426 members 
Entering Unmasked Estep 
Score: -25612962.000000 Penalty: 6002.313965
	Iteration 267Q: 3 clusters Score -2.561296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 176431 members 
Entering Unmasked Estep 
Score: -25612974.000000 Penalty: 6002.313965
	Iteration 268Q: 3 clusters Score -2.561297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 176432 members 
Entering Unmasked Estep 
Score: -25612964.000000 Penalty: 6002.313965
	Iteration 269Q: 3 clusters Score -2.561296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 176433 members 
Entering Unmasked Estep 
Score: -25612972.000000 Penalty: 6002.313965
	Iteration 270Q: 3 clusters Score -2.561297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 176437 members 
Entering Unmasked Estep 
Score: -25612944.000000 Penalty: 6002.313965
	Iteration 271Q: 3 clusters Score -2.561294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 176438 members 
Entering Unmasked Estep 
Score: -25612954.000000 Penalty: 6002.313965
	Iteration 272Q: 3 clusters Score -2.561295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 176439 members 
Entering Unmasked Estep 
Score: -25612954.000000 Penalty: 6002.313965
	Iteration 273Q: 3 clusters Score -2.561295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 176440 members 
Entering Unmasked Estep 
Score: -25612968.000000 Penalty: 6002.313965
	Iteration 274Q: 3 clusters Score -2.561297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 176444 members 
Entering Unmasked Estep 
Score: -25612962.000000 Penalty: 6002.313965
	Iteration 275Q: 3 clusters Score -2.561296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 176445 members 
Entering Unmasked Estep 
Score: -25612974.000000 Penalty: 6002.313965
	Iteration 276Q: 3 clusters Score -2.561297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 176452 members 
Entering Unmasked Estep 
Score: -25612992.000000 Penalty: 6002.313965
	Iteration 277Q: 3 clusters Score -2.561299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 176460 members 
Entering Unmasked Estep 
Score: -25612982.000000 Penalty: 6002.313965
	Iteration 278Q: 3 clusters Score -2.561298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 176465 members 
Entering Unmasked Estep 
Score: -25612972.000000 Penalty: 6002.313965
	Iteration 279Q: 3 clusters Score -2.561297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 176467 members 
Entering Unmasked Estep 
Score: -25612958.000000 Penalty: 6002.313965
	Iteration 280F: 3 clusters Score -2.561296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 176470 members 
Entering Unmasked Estep 
Score: -25612954.000000 Penalty: 6002.313965
	Iteration 281Q: 3 clusters Score -2.561295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 176472 members 
Entering Unmasked Estep 
Score: -25612946.000000 Penalty: 6002.313965
	Iteration 282Q: 3 clusters Score -2.561295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 176474 members 
Entering Unmasked Estep 
Score: -25612968.000000 Penalty: 6002.313965
	Iteration 283Q: 3 clusters Score -2.561297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 176473 members 
Entering Unmasked Estep 
Score: -25612950.000000 Penalty: 6002.313965
	Iteration 284Q: 3 clusters Score -2.561295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 176473 members 
Entering Unmasked Estep 
Score: -25612962.000000 Penalty: 6002.313965
	Iteration 285Q: 3 clusters Score -2.561296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 176475 members 
Entering Unmasked Estep 
Score: -25612984.000000 Penalty: 6002.313965
	Iteration 286Q: 3 clusters Score -2.561298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 176479 members 
Entering Unmasked Estep 
Score: -25612972.000000 Penalty: 6002.313965
	Iteration 287Q: 3 clusters Score -2.561297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 176479 members 
Entering Unmasked Estep 
Score: -25612972.000000 Penalty: 6002.313965
	Iteration 288F: 3 clusters Score -2.561297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146207 members 
Entering Unmasked Estep 
Score: -20740948.000000 Penalty: 2949.408936
	Iteration 0F: 2 clusters Score -2.074095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 73042 members 
Entering Unmasked Estep 
Score: -20645748.000000 Penalty: 5898.817871
	Iteration 0F: 3 clusters Score -2.064575e+07 nChanged 69744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73661 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -20686624.000000 Penalty: 5898.817871
	Iteration 1F: 3 clusters Score -2.068662e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
Score: -20687618.000000 Penalty: 5898.817871
	Iteration 2Q: 3 clusters Score -2.068762e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -20689032.000000 Penalty: 5898.817871
	Iteration 3Q: 3 clusters Score -2.068903e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -20690644.000000 Penalty: 5898.817871
	Iteration 4Q: 3 clusters Score -2.069064e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -20692976.000000 Penalty: 5898.817871
	Iteration 5Q: 3 clusters Score -2.069298e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -20696810.000000 Penalty: 5898.817871
	Iteration 6F: 3 clusters Score -2.069681e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -20702036.000000 Penalty: 5898.817871
	Iteration 7F: 3 clusters Score -2.070204e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -20708766.000000 Penalty: 5898.817871
	Iteration 8F: 3 clusters Score -2.070877e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -20715710.000000 Penalty: 5898.817871
	Iteration 9F: 3 clusters Score -2.071571e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -20720776.000000 Penalty: 5898.817871
	Iteration 10F: 3 clusters Score -2.072078e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -20722934.000000 Penalty: 5898.817871
	Iteration 11Q: 3 clusters Score -2.072293e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101399 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -20723980.000000 Penalty: 5898.817871
	Iteration 12Q: 3 clusters Score -2.072398e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -20724608.000000 Penalty: 5898.817871
	Iteration 13Q: 3 clusters Score -2.072461e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -20725120.000000 Penalty: 5898.817871
	Iteration 14Q: 3 clusters Score -2.072512e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -20725730.000000 Penalty: 5898.817871
	Iteration 15Q: 3 clusters Score -2.072573e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108462 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -20726296.000000 Penalty: 5898.817871
	Iteration 16Q: 3 clusters Score -2.07263e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110325 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -20726828.000000 Penalty: 5898.817871
	Iteration 17Q: 3 clusters Score -2.072683e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112232 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -20727362.000000 Penalty: 5898.817871
	Iteration 18Q: 3 clusters Score -2.072736e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114116 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -20727876.000000 Penalty: 5898.817871
	Iteration 19Q: 3 clusters Score -2.072788e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116040 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -20728506.000000 Penalty: 5898.817871
	Iteration 20F: 3 clusters Score -2.072851e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117946 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -20729110.000000 Penalty: 5898.817871
	Iteration 21Q: 3 clusters Score -2.072911e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119839 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -20729682.000000 Penalty: 5898.817871
	Iteration 22Q: 3 clusters Score -2.072968e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121692 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -20730332.000000 Penalty: 5898.817871
	Iteration 23Q: 3 clusters Score -2.073033e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123535 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -20731126.000000 Penalty: 5898.817871
	Iteration 24Q: 3 clusters Score -2.073113e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125412 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -20731912.000000 Penalty: 5898.817871
	Iteration 25Q: 3 clusters Score -2.073191e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127279 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -20732700.000000 Penalty: 5898.817871
	Iteration 26Q: 3 clusters Score -2.07327e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129072 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -20733316.000000 Penalty: 5898.817871
	Iteration 27Q: 3 clusters Score -2.073332e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130815 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -20733884.000000 Penalty: 5898.817871
	Iteration 28Q: 3 clusters Score -2.073388e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132451 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -20734552.000000 Penalty: 5898.817871
	Iteration 29Q: 3 clusters Score -2.073455e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133983 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -20735078.000000 Penalty: 5898.817871
	Iteration 30Q: 3 clusters Score -2.073508e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135420 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -20735704.000000 Penalty: 5898.817871
	Iteration 31Q: 3 clusters Score -2.07357e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136725 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -20736224.000000 Penalty: 5898.817871
	Iteration 32Q: 3 clusters Score -2.073622e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137951 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -20736808.000000 Penalty: 5898.817871
	Iteration 33Q: 3 clusters Score -2.073681e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139034 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -20737308.000000 Penalty: 5898.817871
	Iteration 34Q: 3 clusters Score -2.073731e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139962 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -20737716.000000 Penalty: 5898.817871
	Iteration 35Q: 3 clusters Score -2.073772e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140725 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -20738028.000000 Penalty: 5898.817871
	Iteration 36Q: 3 clusters Score -2.073803e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141369 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -20738310.000000 Penalty: 5898.817871
	Iteration 37Q: 3 clusters Score -2.073831e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141914 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -20738470.000000 Penalty: 5898.817871
	Iteration 38Q: 3 clusters Score -2.073847e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142354 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -20738566.000000 Penalty: 5898.817871
	Iteration 39Q: 3 clusters Score -2.073857e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142729 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -20738670.000000 Penalty: 5898.817871
	Iteration 40F: 3 clusters Score -2.073867e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143038 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -20738724.000000 Penalty: 5898.817871
	Iteration 41Q: 3 clusters Score -2.073872e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143298 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -20738730.000000 Penalty: 5898.817871
	Iteration 42Q: 3 clusters Score -2.073873e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143516 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -20738824.000000 Penalty: 5898.817871
	Iteration 43Q: 3 clusters Score -2.073882e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143685 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -20738850.000000 Penalty: 5898.817871
	Iteration 44Q: 3 clusters Score -2.073885e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143835 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -20738824.000000 Penalty: 5898.817871
	Iteration 45Q: 3 clusters Score -2.073882e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143958 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -20738826.000000 Penalty: 5898.817871
	Iteration 46Q: 3 clusters Score -2.073883e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144053 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -20738858.000000 Penalty: 5898.817871
	Iteration 47Q: 3 clusters Score -2.073886e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144142 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -20738826.000000 Penalty: 5898.817871
	Iteration 48Q: 3 clusters Score -2.073883e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -20738814.000000 Penalty: 5898.817871
	Iteration 49Q: 3 clusters Score -2.073881e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144322 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -20738838.000000 Penalty: 5898.817871
	Iteration 50Q: 3 clusters Score -2.073884e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144403 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -20738856.000000 Penalty: 5898.817871
	Iteration 51Q: 3 clusters Score -2.073886e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144465 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -20738892.000000 Penalty: 5898.817871
	Iteration 52Q: 3 clusters Score -2.073889e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144507 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -20738896.000000 Penalty: 5898.817871
	Iteration 53Q: 3 clusters Score -2.07389e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144554 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -20738896.000000 Penalty: 5898.817871
	Iteration 54Q: 3 clusters Score -2.07389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144596 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -20738904.000000 Penalty: 5898.817871
	Iteration 55Q: 3 clusters Score -2.07389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144632 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20738932.000000 Penalty: 5898.817871
	Iteration 56Q: 3 clusters Score -2.073893e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144662 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -20738934.000000 Penalty: 5898.817871
	Iteration 57Q: 3 clusters Score -2.073893e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -20738952.000000 Penalty: 5898.817871
	Iteration 58Q: 3 clusters Score -2.073895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144709 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -20738952.000000 Penalty: 5898.817871
	Iteration 59Q: 3 clusters Score -2.073895e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144734 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -20738952.000000 Penalty: 5898.817871
	Iteration 60F: 3 clusters Score -2.073895e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144762 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -20738960.000000 Penalty: 5898.817871
	Iteration 61Q: 3 clusters Score -2.073896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144781 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -20738966.000000 Penalty: 5898.817871
	Iteration 62Q: 3 clusters Score -2.073897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144793 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -20738976.000000 Penalty: 5898.817871
	Iteration 63Q: 3 clusters Score -2.073898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144800 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -20738982.000000 Penalty: 5898.817871
	Iteration 64Q: 3 clusters Score -2.073898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144804 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -20738996.000000 Penalty: 5898.817871
	Iteration 65Q: 3 clusters Score -2.0739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144811 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -20738994.000000 Penalty: 5898.817871
	Iteration 66Q: 3 clusters Score -2.073899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144819 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -20738986.000000 Penalty: 5898.817871
	Iteration 67Q: 3 clusters Score -2.073899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144824 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -20738990.000000 Penalty: 5898.817871
	Iteration 68Q: 3 clusters Score -2.073899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144827 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -20738980.000000 Penalty: 5898.817871
	Iteration 69Q: 3 clusters Score -2.073898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144829 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -20738988.000000 Penalty: 5898.817871
	Iteration 70Q: 3 clusters Score -2.073899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144833 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20738976.000000 Penalty: 5898.817871
	Iteration 71Q: 3 clusters Score -2.073898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -20738976.000000 Penalty: 5898.817871
	Iteration 72Q: 3 clusters Score -2.073898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144838 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -20738984.000000 Penalty: 5898.817871
	Iteration 73Q: 3 clusters Score -2.073898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144839 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -20738980.000000 Penalty: 5898.817871
	Iteration 74Q: 3 clusters Score -2.073898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144839 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -20738994.000000 Penalty: 5898.817871
	Iteration 75Q: 3 clusters Score -2.073899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144842 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -20738992.000000 Penalty: 5898.817871
	Iteration 76Q: 3 clusters Score -2.073899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144845 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -20738994.000000 Penalty: 5898.817871
	Iteration 77Q: 3 clusters Score -2.073899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144845 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -20738990.000000 Penalty: 5898.817871
	Iteration 78Q: 3 clusters Score -2.073899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144848 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -20738998.000000 Penalty: 5898.817871
	Iteration 79Q: 3 clusters Score -2.0739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144852 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -20739008.000000 Penalty: 5898.817871
	Iteration 80F: 3 clusters Score -2.073901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144854 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20739010.000000 Penalty: 5898.817871
	Iteration 81Q: 3 clusters Score -2.073901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144859 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20738998.000000 Penalty: 5898.817871
	Iteration 82Q: 3 clusters Score -2.0739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144862 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -20738998.000000 Penalty: 5898.817871
	Iteration 83Q: 3 clusters Score -2.0739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144864 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -20738996.000000 Penalty: 5898.817871
	Iteration 84Q: 3 clusters Score -2.0739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144868 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20738996.000000 Penalty: 5898.817871
	Iteration 85Q: 3 clusters Score -2.0739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144870 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20738996.000000 Penalty: 5898.817871
	Iteration 86Q: 3 clusters Score -2.0739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144872 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -20738984.000000 Penalty: 5898.817871
	Iteration 87Q: 3 clusters Score -2.073898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144873 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -20738986.000000 Penalty: 5898.817871
	Iteration 88Q: 3 clusters Score -2.073899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144876 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -20739006.000000 Penalty: 5898.817871
	Iteration 89Q: 3 clusters Score -2.073901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144881 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -20739008.000000 Penalty: 5898.817871
	Iteration 90Q: 3 clusters Score -2.073901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144886 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -20739010.000000 Penalty: 5898.817871
	Iteration 91Q: 3 clusters Score -2.073901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144892 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -20739004.000000 Penalty: 5898.817871
	Iteration 92Q: 3 clusters Score -2.0739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144899 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -20739006.000000 Penalty: 5898.817871
	Iteration 93Q: 3 clusters Score -2.073901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144906 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -20738996.000000 Penalty: 5898.817871
	Iteration 94Q: 3 clusters Score -2.0739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20738990.000000 Penalty: 5898.817871
	Iteration 95Q: 3 clusters Score -2.073899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144916 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20739002.000000 Penalty: 5898.817871
	Iteration 96Q: 3 clusters Score -2.0739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144922 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -20739006.000000 Penalty: 5898.817871
	Iteration 97Q: 3 clusters Score -2.073901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144929 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -20739006.000000 Penalty: 5898.817871
	Iteration 98Q: 3 clusters Score -2.073901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144935 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -20739018.000000 Penalty: 5898.817871
	Iteration 99Q: 3 clusters Score -2.073902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144938 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -20739028.000000 Penalty: 5898.817871
	Iteration 100F: 3 clusters Score -2.073903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144942 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -20739012.000000 Penalty: 5898.817871
	Iteration 101Q: 3 clusters Score -2.073901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144945 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -20739008.000000 Penalty: 5898.817871
	Iteration 102Q: 3 clusters Score -2.073901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144947 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -20739002.000000 Penalty: 5898.817871
	Iteration 103Q: 3 clusters Score -2.0739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144949 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -20739004.000000 Penalty: 5898.817871
	Iteration 104Q: 3 clusters Score -2.0739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144955 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -20739020.000000 Penalty: 5898.817871
	Iteration 105Q: 3 clusters Score -2.073902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144957 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -20739008.000000 Penalty: 5898.817871
	Iteration 106Q: 3 clusters Score -2.073901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144961 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -20739016.000000 Penalty: 5898.817871
	Iteration 107Q: 3 clusters Score -2.073902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144964 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -20739008.000000 Penalty: 5898.817871
	Iteration 108Q: 3 clusters Score -2.073901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -20739016.000000 Penalty: 5898.817871
	Iteration 109Q: 3 clusters Score -2.073902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144964 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -20739020.000000 Penalty: 5898.817871
	Iteration 110Q: 3 clusters Score -2.073902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -20739018.000000 Penalty: 5898.817871
	Iteration 111Q: 3 clusters Score -2.073902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -20739018.000000 Penalty: 5898.817871
	Iteration 112F: 3 clusters Score -2.073902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Entering Unmasked Estep 
Score: -1936288.125000 Penalty: 2359.140869
	Iteration 0F: 2 clusters Score -1936288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1926342.625000 Penalty: 4718.281738
	Iteration 0F: 3 clusters Score -1926343 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1929416.500000 Penalty: 4718.281738
	Iteration 1F: 3 clusters Score -1929416 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1929715.000000 Penalty: 4718.281738
	Iteration 2F: 3 clusters Score -1929715 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1929938.375000 Penalty: 4718.281738
	Iteration 3Q: 3 clusters Score -1929938 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1930101.125000 Penalty: 4718.281738
	Iteration 4Q: 3 clusters Score -1930101 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1930228.125000 Penalty: 4718.281738
	Iteration 5Q: 3 clusters Score -1930228 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1930337.500000 Penalty: 4718.281738
	Iteration 6Q: 3 clusters Score -1930338 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1930439.125000 Penalty: 4718.281738
	Iteration 7Q: 3 clusters Score -1930439 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1930546.625000 Penalty: 4718.281738
	Iteration 8Q: 3 clusters Score -1930547 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1930687.500000 Penalty: 4718.281738
	Iteration 9Q: 3 clusters Score -1930688 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1930855.375000 Penalty: 4718.281738
	Iteration 10Q: 3 clusters Score -1930855 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1931074.750000 Penalty: 4718.281738
	Iteration 11Q: 3 clusters Score -1931075 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1931359.125000 Penalty: 4718.281738
	Iteration 12Q: 3 clusters Score -1931359 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1931735.250000 Penalty: 4718.281738
	Iteration 13Q: 3 clusters Score -1931735 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1932212.000000 Penalty: 4718.281738
	Iteration 14Q: 3 clusters Score -1932212 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1932715.000000 Penalty: 4718.281738
	Iteration 15Q: 3 clusters Score -1932715 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1933152.250000 Penalty: 4718.281738
	Iteration 16Q: 3 clusters Score -1933152 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1933497.750000 Penalty: 4718.281738
	Iteration 17Q: 3 clusters Score -1933498 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1933769.875000 Penalty: 4718.281738
	Iteration 18Q: 3 clusters Score -1933770 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1933930.125000 Penalty: 4718.281738
	Iteration 19Q: 3 clusters Score -1933930 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1934016.625000 Penalty: 4718.281738
	Iteration 20F: 3 clusters Score -1934017 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1934077.625000 Penalty: 4718.281738
	Iteration 21Q: 3 clusters Score -1934078 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1934134.875000 Penalty: 4718.281738
	Iteration 22Q: 3 clusters Score -1934135 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1934176.625000 Penalty: 4718.281738
	Iteration 23Q: 3 clusters Score -1934177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1934208.875000 Penalty: 4718.281738
	Iteration 24Q: 3 clusters Score -1934209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1934234.625000 Penalty: 4718.281738
	Iteration 25Q: 3 clusters Score -1934235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1934252.750000 Penalty: 4718.281738
	Iteration 26Q: 3 clusters Score -1934253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1934271.500000 Penalty: 4718.281738
	Iteration 27Q: 3 clusters Score -1934272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1934282.750000 Penalty: 4718.281738
	Iteration 28Q: 3 clusters Score -1934283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1934284.875000 Penalty: 4718.281738
	Iteration 29Q: 3 clusters Score -1934285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1934294.125000 Penalty: 4718.281738
	Iteration 30Q: 3 clusters Score -1934294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1934295.500000 Penalty: 4718.281738
	Iteration 31Q: 3 clusters Score -1934296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1934301.375000 Penalty: 4718.281738
	Iteration 32Q: 3 clusters Score -1934301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1934301.625000 Penalty: 4718.281738
	Iteration 33Q: 3 clusters Score -1934302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1934303.750000 Penalty: 4718.281738
	Iteration 34Q: 3 clusters Score -1934304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1934308.250000 Penalty: 4718.281738
	Iteration 35Q: 3 clusters Score -1934308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1934310.875000 Penalty: 4718.281738
	Iteration 36Q: 3 clusters Score -1934311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1934311.250000 Penalty: 4718.281738
	Iteration 37Q: 3 clusters Score -1934311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1934313.250000 Penalty: 4718.281738
	Iteration 38Q: 3 clusters Score -1934313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1934321.250000 Penalty: 4718.281738
	Iteration 39Q: 3 clusters Score -1934321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1934322.375000 Penalty: 4718.281738
	Iteration 40F: 3 clusters Score -1934322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1934323.750000 Penalty: 4718.281738
	Iteration 41Q: 3 clusters Score -1934324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1934328.875000 Penalty: 4718.281738
	Iteration 42Q: 3 clusters Score -1934329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1934330.750000 Penalty: 4718.281738
	Iteration 43Q: 3 clusters Score -1934331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1934332.250000 Penalty: 4718.281738
	Iteration 44Q: 3 clusters Score -1934332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1934330.500000 Penalty: 4718.281738
	Iteration 45Q: 3 clusters Score -1934330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1934334.750000 Penalty: 4718.281738
	Iteration 46Q: 3 clusters Score -1934335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1934335.000000 Penalty: 4718.281738
	Iteration 47Q: 3 clusters Score -1934335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1934341.000000 Penalty: 4718.281738
	Iteration 48Q: 3 clusters Score -1934341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1934349.125000 Penalty: 4718.281738
	Iteration 49Q: 3 clusters Score -1934349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1934352.375000 Penalty: 4718.281738
	Iteration 50Q: 3 clusters Score -1934352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1934358.750000 Penalty: 4718.281738
	Iteration 51Q: 3 clusters Score -1934359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1934363.375000 Penalty: 4718.281738
	Iteration 52Q: 3 clusters Score -1934363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1934369.375000 Penalty: 4718.281738
	Iteration 53Q: 3 clusters Score -1934369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1934370.500000 Penalty: 4718.281738
	Iteration 54Q: 3 clusters Score -1934370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1934372.500000 Penalty: 4718.281738
	Iteration 55Q: 3 clusters Score -1934372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1934374.750000 Penalty: 4718.281738
	Iteration 56Q: 3 clusters Score -1934375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1934375.125000 Penalty: 4718.281738
	Iteration 57Q: 3 clusters Score -1934375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1934376.125000 Penalty: 4718.281738
	Iteration 58Q: 3 clusters Score -1934376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1934376.750000 Penalty: 4718.281738
	Iteration 59Q: 3 clusters Score -1934377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1934377.750000 Penalty: 4718.281738
	Iteration 60F: 3 clusters Score -1934378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1934378.875000 Penalty: 4718.281738
	Iteration 61Q: 3 clusters Score -1934379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1934377.375000 Penalty: 4718.281738
	Iteration 62Q: 3 clusters Score -1934377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1934380.250000 Penalty: 4718.281738
	Iteration 63Q: 3 clusters Score -1934380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1934381.250000 Penalty: 4718.281738
	Iteration 64Q: 3 clusters Score -1934381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1934382.250000 Penalty: 4718.281738
	Iteration 65Q: 3 clusters Score -1934382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1934381.875000 Penalty: 4718.281738
	Iteration 66Q: 3 clusters Score -1934382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1934381.875000 Penalty: 4718.281738
	Iteration 67F: 3 clusters Score -1934382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -63527.683594 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -63527.68 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 244 members 
Entering Unmasked Estep 
Score: -62058.984375 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -62058.98 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62612.148438 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -62612.15 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63090.035156 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -63090.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63421.796875 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -63421.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63719.835938 Penalty: 3094.208984
	Iteration 4F: 3 clusters Score -63719.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63788.589844 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -63788.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63798.222656 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -63798.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63810.105469 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -63810.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63810.105469 Penalty: 3094.208984
	Iteration 8F: 3 clusters Score -63810.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124756 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 101000 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180131 members 
Mstep: Class 11 contains 146207 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 166 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153651 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149299 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39255 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 346 members 
Entering Unmasked Estep 
Score: -147230784.000000 Penalty: 96327.828125
Splitting cluster 13 changes total score from -147232384.000000 to -147230784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -262315.875000 Penalty: 1869.942505
	Iteration 0F: 2 clusters Score -262315.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -259785.265625 Penalty: 3739.885010
	Iteration 0F: 3 clusters Score -259785.3 nChanged 583
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: -260286.750000 Penalty: 3739.885010
	Iteration 1F: 3 clusters Score -260286.8 nChanged 143
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: -260480.609375 Penalty: 3739.885010
	Iteration 2F: 3 clusters Score -260480.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -260636.234375 Penalty: 3739.885010
	Iteration 3Q: 3 clusters Score -260636.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -260741.937500 Penalty: 3739.885010
	Iteration 4Q: 3 clusters Score -260741.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -260799.906250 Penalty: 3739.885010
	Iteration 5Q: 3 clusters Score -260799.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -260834.953125 Penalty: 3739.885010
	Iteration 6Q: 3 clusters Score -260835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -260863.125000 Penalty: 3739.885010
	Iteration 7Q: 3 clusters Score -260863.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -260890.156250 Penalty: 3739.885010
	Iteration 8Q: 3 clusters Score -260890.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -260916.359375 Penalty: 3739.885010
	Iteration 9Q: 3 clusters Score -260916.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -260938.718750 Penalty: 3739.885010
	Iteration 10Q: 3 clusters Score -260938.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -260952.890625 Penalty: 3739.885010
	Iteration 11Q: 3 clusters Score -260952.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -260963.250000 Penalty: 3739.885010
	Iteration 12Q: 3 clusters Score -260963.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -260971.625000 Penalty: 3739.885010
	Iteration 13Q: 3 clusters Score -260971.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -260981.968750 Penalty: 3739.885010
	Iteration 14Q: 3 clusters Score -260982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -260993.125000 Penalty: 3739.885010
	Iteration 15Q: 3 clusters Score -260993.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -261004.656250 Penalty: 3739.885010
	Iteration 16Q: 3 clusters Score -261004.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -261014.031250 Penalty: 3739.885010
	Iteration 17Q: 3 clusters Score -261014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -261027.156250 Penalty: 3739.885010
	Iteration 18Q: 3 clusters Score -261027.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -261036.078125 Penalty: 3739.885010
	Iteration 19Q: 3 clusters Score -261036.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -261043.156250 Penalty: 3739.885010
	Iteration 20F: 3 clusters Score -261043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -261058.125000 Penalty: 3739.885010
	Iteration 21Q: 3 clusters Score -261058.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -261071.484375 Penalty: 3739.885010
	Iteration 22Q: 3 clusters Score -261071.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -261078.984375 Penalty: 3739.885010
	Iteration 23Q: 3 clusters Score -261079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -261082.296875 Penalty: 3739.885010
	Iteration 24Q: 3 clusters Score -261082.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -261089.375000 Penalty: 3739.885010
	Iteration 25Q: 3 clusters Score -261089.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -261094.187500 Penalty: 3739.885010
	Iteration 26Q: 3 clusters Score -261094.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -261104.187500 Penalty: 3739.885010
	Iteration 27Q: 3 clusters Score -261104.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -261113.859375 Penalty: 3739.885010
	Iteration 28Q: 3 clusters Score -261113.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -261127.781250 Penalty: 3739.885010
	Iteration 29Q: 3 clusters Score -261127.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -261139.234375 Penalty: 3739.885010
	Iteration 30Q: 3 clusters Score -261139.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -261154.328125 Penalty: 3739.885010
	Iteration 31Q: 3 clusters Score -261154.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -261172.406250 Penalty: 3739.885010
	Iteration 32Q: 3 clusters Score -261172.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -261186.156250 Penalty: 3739.885010
	Iteration 33Q: 3 clusters Score -261186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -261198.187500 Penalty: 3739.885010
	Iteration 34Q: 3 clusters Score -261198.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -261213.656250 Penalty: 3739.885010
	Iteration 35Q: 3 clusters Score -261213.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -261229.781250 Penalty: 3739.885010
	Iteration 36Q: 3 clusters Score -261229.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -261256.156250 Penalty: 3739.885010
	Iteration 37Q: 3 clusters Score -261256.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -261297.312500 Penalty: 3739.885010
	Iteration 38Q: 3 clusters Score -261297.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -261335.906250 Penalty: 3739.885010
	Iteration 39Q: 3 clusters Score -261335.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -261369.125000 Penalty: 3739.885010
	Iteration 40F: 3 clusters Score -261369.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -261424.859375 Penalty: 3739.885010
	Iteration 41Q: 3 clusters Score -261424.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -261501.906250 Penalty: 3739.885010
	Iteration 42Q: 3 clusters Score -261501.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -261636.843750 Penalty: 3739.885010
	Iteration 43Q: 3 clusters Score -261636.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -261811.875000 Penalty: 3739.885010
	Iteration 44Q: 3 clusters Score -261811.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -261949.500000 Penalty: 3739.885010
	Iteration 45Q: 3 clusters Score -261949.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -262069.093750 Penalty: 3739.885010
	Iteration 46Q: 3 clusters Score -262069.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -262211.406250 Penalty: 3739.885010
	Iteration 47Q: 3 clusters Score -262211.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -262465.031250 Penalty: 3739.885010
	Iteration 48Q: 3 clusters Score -262465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -262709.875000 Penalty: 3739.885010
	Iteration 49Q: 3 clusters Score -262709.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -262769.687500 Penalty: 3739.885010
	Iteration 50Q: 3 clusters Score -262769.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -262777.375000 Penalty: 3739.885010
	Iteration 51Q: 3 clusters Score -262777.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -262777.375000 Penalty: 3739.885010
	Iteration 52F: 3 clusters Score -262777.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124756 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 101000 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180131 members 
Mstep: Class 11 contains 146207 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1189 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153651 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149299 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39255 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Mstep: Class 28 contains 693 members 
Entering Unmasked Estep 
Score: -147231408.000000 Penalty: 96327.828125
Splitting cluster 14 changes total score from -147232384.000000 to -147231408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -24205.589844 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -24205.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23054.599609 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -23054.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23175.359375 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -23175.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23201.972656 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -23201.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23218.660156 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -23218.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23233.751953 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -23233.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23238.232422 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -23238.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23245.908203 Penalty: 2738.644775
	Iteration 6Q: 3 clusters Score -23245.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23245.908203 Penalty: 2738.644775
	Iteration 7F: 3 clusters Score -23245.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (153651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Entering Unmasked Estep 
Score: -21549082.000000 Penalty: 2961.724854
	Iteration 0F: 2 clusters Score -2.154908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -21451096.000000 Penalty: 5923.449707
	Iteration 0F: 3 clusters Score -2.14511e+07 nChanged 73389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -21494460.000000 Penalty: 5923.449707
	Iteration 1F: 3 clusters Score -2.149446e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -21496360.000000 Penalty: 5923.449707
	Iteration 2Q: 3 clusters Score -2.149636e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 94153 members 
Entering Unmasked Estep 
Score: -21499426.000000 Penalty: 5923.449707
	Iteration 3Q: 3 clusters Score -2.149943e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 102712 members 
Entering Unmasked Estep 
Score: -21505150.000000 Penalty: 5923.449707
	Iteration 4F: 3 clusters Score -2.150515e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 113363 members 
Entering Unmasked Estep 
Score: -21513610.000000 Penalty: 5923.449707
	Iteration 5F: 3 clusters Score -2.151361e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 124458 members 
Entering Unmasked Estep 
Score: -21523744.000000 Penalty: 5923.449707
	Iteration 6F: 3 clusters Score -2.152374e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 133687 members 
Entering Unmasked Estep 
Score: -21532594.000000 Penalty: 5923.449707
	Iteration 7F: 3 clusters Score -2.153259e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 139833 members 
Entering Unmasked Estep 
Score: -21538324.000000 Penalty: 5923.449707
	Iteration 8Q: 3 clusters Score -2.153832e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 143697 members 
Entering Unmasked Estep 
Score: -21541560.000000 Penalty: 5923.449707
	Iteration 9Q: 3 clusters Score -2.154156e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -21543338.000000 Penalty: 5923.449707
	Iteration 10Q: 3 clusters Score -2.154334e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 147665 members 
Entering Unmasked Estep 
Score: -21544346.000000 Penalty: 5923.449707
	Iteration 11Q: 3 clusters Score -2.154435e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 148802 members 
Entering Unmasked Estep 
Score: -21544890.000000 Penalty: 5923.449707
	Iteration 12Q: 3 clusters Score -2.154489e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 149648 members 
Entering Unmasked Estep 
Score: -21545212.000000 Penalty: 5923.449707
	Iteration 13Q: 3 clusters Score -2.154521e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 150259 members 
Entering Unmasked Estep 
Score: -21545426.000000 Penalty: 5923.449707
	Iteration 14Q: 3 clusters Score -2.154543e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 150706 members 
Entering Unmasked Estep 
Score: -21545622.000000 Penalty: 5923.449707
	Iteration 15Q: 3 clusters Score -2.154562e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 151042 members 
Entering Unmasked Estep 
Score: -21545746.000000 Penalty: 5923.449707
	Iteration 16Q: 3 clusters Score -2.154575e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 151344 members 
Entering Unmasked Estep 
Score: -21545866.000000 Penalty: 5923.449707
	Iteration 17Q: 3 clusters Score -2.154587e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 151581 members 
Entering Unmasked Estep 
Score: -21546044.000000 Penalty: 5923.449707
	Iteration 18Q: 3 clusters Score -2.154604e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 151769 members 
Entering Unmasked Estep 
Score: -21546090.000000 Penalty: 5923.449707
	Iteration 19Q: 3 clusters Score -2.154609e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 151895 members 
Entering Unmasked Estep 
Score: -21546168.000000 Penalty: 5923.449707
	Iteration 20F: 3 clusters Score -2.154617e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 151992 members 
Entering Unmasked Estep 
Score: -21546212.000000 Penalty: 5923.449707
	Iteration 21Q: 3 clusters Score -2.154621e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 152070 members 
Entering Unmasked Estep 
Score: -21546264.000000 Penalty: 5923.449707
	Iteration 22Q: 3 clusters Score -2.154626e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 152135 members 
Entering Unmasked Estep 
Score: -21546278.000000 Penalty: 5923.449707
	Iteration 23Q: 3 clusters Score -2.154628e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 152194 members 
Entering Unmasked Estep 
Score: -21546318.000000 Penalty: 5923.449707
	Iteration 24Q: 3 clusters Score -2.154632e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 152242 members 
Entering Unmasked Estep 
Score: -21546354.000000 Penalty: 5923.449707
	Iteration 25Q: 3 clusters Score -2.154635e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 152288 members 
Entering Unmasked Estep 
Score: -21546390.000000 Penalty: 5923.449707
	Iteration 26Q: 3 clusters Score -2.154639e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 152336 members 
Entering Unmasked Estep 
Score: -21546424.000000 Penalty: 5923.449707
	Iteration 27Q: 3 clusters Score -2.154642e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 152371 members 
Entering Unmasked Estep 
Score: -21546452.000000 Penalty: 5923.449707
	Iteration 28Q: 3 clusters Score -2.154645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 152396 members 
Entering Unmasked Estep 
Score: -21546460.000000 Penalty: 5923.449707
	Iteration 29Q: 3 clusters Score -2.154646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 152414 members 
Entering Unmasked Estep 
Score: -21546460.000000 Penalty: 5923.449707
	Iteration 30Q: 3 clusters Score -2.154646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 152428 members 
Entering Unmasked Estep 
Score: -21546448.000000 Penalty: 5923.449707
	Iteration 31Q: 3 clusters Score -2.154645e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 152442 members 
Entering Unmasked Estep 
Score: -21546468.000000 Penalty: 5923.449707
	Iteration 32Q: 3 clusters Score -2.154647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 152455 members 
Entering Unmasked Estep 
Score: -21546470.000000 Penalty: 5923.449707
	Iteration 33Q: 3 clusters Score -2.154647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 152468 members 
Entering Unmasked Estep 
Score: -21546478.000000 Penalty: 5923.449707
	Iteration 34Q: 3 clusters Score -2.154648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 152477 members 
Entering Unmasked Estep 
Score: -21546478.000000 Penalty: 5923.449707
	Iteration 35Q: 3 clusters Score -2.154648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 152483 members 
Entering Unmasked Estep 
Score: -21546482.000000 Penalty: 5923.449707
	Iteration 36Q: 3 clusters Score -2.154648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 152496 members 
Entering Unmasked Estep 
Score: -21546482.000000 Penalty: 5923.449707
	Iteration 37Q: 3 clusters Score -2.154648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 152498 members 
Entering Unmasked Estep 
Score: -21546492.000000 Penalty: 5923.449707
	Iteration 38Q: 3 clusters Score -2.154649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -21546486.000000 Penalty: 5923.449707
	Iteration 39Q: 3 clusters Score -2.154649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 152515 members 
Entering Unmasked Estep 
Score: -21546504.000000 Penalty: 5923.449707
	Iteration 40F: 3 clusters Score -2.15465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 152522 members 
Entering Unmasked Estep 
Score: -21546502.000000 Penalty: 5923.449707
	Iteration 41Q: 3 clusters Score -2.15465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 152529 members 
Entering Unmasked Estep 
Score: -21546508.000000 Penalty: 5923.449707
	Iteration 42Q: 3 clusters Score -2.154651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 152537 members 
Entering Unmasked Estep 
Score: -21546522.000000 Penalty: 5923.449707
	Iteration 43Q: 3 clusters Score -2.154652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 152541 members 
Entering Unmasked Estep 
Score: -21546524.000000 Penalty: 5923.449707
	Iteration 44Q: 3 clusters Score -2.154652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 152545 members 
Entering Unmasked Estep 
Score: -21546524.000000 Penalty: 5923.449707
	Iteration 45Q: 3 clusters Score -2.154652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 152550 members 
Entering Unmasked Estep 
Score: -21546540.000000 Penalty: 5923.449707
	Iteration 46Q: 3 clusters Score -2.154654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 152551 members 
Entering Unmasked Estep 
Score: -21546542.000000 Penalty: 5923.449707
	Iteration 47Q: 3 clusters Score -2.154654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 152552 members 
Entering Unmasked Estep 
Score: -21546540.000000 Penalty: 5923.449707
	Iteration 48Q: 3 clusters Score -2.154654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 152551 members 
Entering Unmasked Estep 
Score: -21546540.000000 Penalty: 5923.449707
	Iteration 49Q: 3 clusters Score -2.154654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 152551 members 
Entering Unmasked Estep 
Score: -21546540.000000 Penalty: 5923.449707
	Iteration 50F: 3 clusters Score -2.154654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Entering Unmasked Estep 
Score: -983813.437500 Penalty: 2194.430176
	Iteration 0F: 2 clusters Score -983813.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -977996.125000 Penalty: 4388.860352
	Iteration 0F: 3 clusters Score -977996.1 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -979455.625000 Penalty: 4388.860352
	Iteration 1F: 3 clusters Score -979455.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -979742.562500 Penalty: 4388.860352
	Iteration 2F: 3 clusters Score -979742.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -979943.375000 Penalty: 4388.860352
	Iteration 3F: 3 clusters Score -979943.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -980129.437500 Penalty: 4388.860352
	Iteration 4Q: 3 clusters Score -980129.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -980278.500000 Penalty: 4388.860352
	Iteration 5Q: 3 clusters Score -980278.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -980394.000000 Penalty: 4388.860352
	Iteration 6Q: 3 clusters Score -980394 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -980513.937500 Penalty: 4388.860352
	Iteration 7Q: 3 clusters Score -980513.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -980621.812500 Penalty: 4388.860352
	Iteration 8Q: 3 clusters Score -980621.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -980736.500000 Penalty: 4388.860352
	Iteration 9Q: 3 clusters Score -980736.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -980834.937500 Penalty: 4388.860352
	Iteration 10Q: 3 clusters Score -980834.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -980942.875000 Penalty: 4388.860352
	Iteration 11Q: 3 clusters Score -980942.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -981049.250000 Penalty: 4388.860352
	Iteration 12Q: 3 clusters Score -981049.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -981155.375000 Penalty: 4388.860352
	Iteration 13Q: 3 clusters Score -981155.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -981248.500000 Penalty: 4388.860352
	Iteration 14Q: 3 clusters Score -981248.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -981339.500000 Penalty: 4388.860352
	Iteration 15Q: 3 clusters Score -981339.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -981417.312500 Penalty: 4388.860352
	Iteration 16Q: 3 clusters Score -981417.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -981486.062500 Penalty: 4388.860352
	Iteration 17Q: 3 clusters Score -981486.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -981557.500000 Penalty: 4388.860352
	Iteration 18Q: 3 clusters Score -981557.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -981620.687500 Penalty: 4388.860352
	Iteration 19Q: 3 clusters Score -981620.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -981665.687500 Penalty: 4388.860352
	Iteration 20F: 3 clusters Score -981665.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -981712.875000 Penalty: 4388.860352
	Iteration 21Q: 3 clusters Score -981712.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -981752.500000 Penalty: 4388.860352
	Iteration 22Q: 3 clusters Score -981752.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -981782.437500 Penalty: 4388.860352
	Iteration 23Q: 3 clusters Score -981782.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -981802.375000 Penalty: 4388.860352
	Iteration 24Q: 3 clusters Score -981802.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -981818.562500 Penalty: 4388.860352
	Iteration 25Q: 3 clusters Score -981818.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -981833.312500 Penalty: 4388.860352
	Iteration 26Q: 3 clusters Score -981833.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -981845.687500 Penalty: 4388.860352
	Iteration 27Q: 3 clusters Score -981845.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -981852.187500 Penalty: 4388.860352
	Iteration 28Q: 3 clusters Score -981852.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -981863.875000 Penalty: 4388.860352
	Iteration 29Q: 3 clusters Score -981863.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -981878.687500 Penalty: 4388.860352
	Iteration 30Q: 3 clusters Score -981878.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -981896.125000 Penalty: 4388.860352
	Iteration 31Q: 3 clusters Score -981896.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -981906.062500 Penalty: 4388.860352
	Iteration 32Q: 3 clusters Score -981906.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -981912.750000 Penalty: 4388.860352
	Iteration 33Q: 3 clusters Score -981912.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -981915.937500 Penalty: 4388.860352
	Iteration 34Q: 3 clusters Score -981915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -981918.937500 Penalty: 4388.860352
	Iteration 35Q: 3 clusters Score -981918.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -981921.500000 Penalty: 4388.860352
	Iteration 36Q: 3 clusters Score -981921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -981921.500000 Penalty: 4388.860352
	Iteration 37Q: 3 clusters Score -981921.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -981921.500000 Penalty: 4388.860352
	Iteration 38F: 3 clusters Score -981921.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Entering Unmasked Estep 
Score: -4927210.000000 Penalty: 2591.396240
	Iteration 0F: 2 clusters Score -4927210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -4903680.000000 Penalty: 5182.792480
	Iteration 0F: 3 clusters Score -4903680 nChanged 15687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4912230.500000 Penalty: 5182.792480
	Iteration 1F: 3 clusters Score -4912230 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -4912759.000000 Penalty: 5182.792480
	Iteration 2Q: 3 clusters Score -4912759 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -4913338.000000 Penalty: 5182.792480
	Iteration 3Q: 3 clusters Score -4913338 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4914053.500000 Penalty: 5182.792480
	Iteration 4Q: 3 clusters Score -4914054 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -4915058.000000 Penalty: 5182.792480
	Iteration 5F: 3 clusters Score -4915058 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -4916522.000000 Penalty: 5182.792480
	Iteration 6F: 3 clusters Score -4916522 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -4918637.500000 Penalty: 5182.792480
	Iteration 7F: 3 clusters Score -4918638 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4921045.500000 Penalty: 5182.792480
	Iteration 8F: 3 clusters Score -4921046 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4923009.000000 Penalty: 5182.792480
	Iteration 9F: 3 clusters Score -4923009 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4924041.500000 Penalty: 5182.792480
	Iteration 10Q: 3 clusters Score -4924042 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4924470.000000 Penalty: 5182.792480
	Iteration 11Q: 3 clusters Score -4924470 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4924674.000000 Penalty: 5182.792480
	Iteration 12Q: 3 clusters Score -4924674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4924786.000000 Penalty: 5182.792480
	Iteration 13Q: 3 clusters Score -4924786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4924831.000000 Penalty: 5182.792480
	Iteration 14Q: 3 clusters Score -4924831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4924857.500000 Penalty: 5182.792480
	Iteration 15Q: 3 clusters Score -4924858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4924885.000000 Penalty: 5182.792480
	Iteration 16Q: 3 clusters Score -4924885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4924898.500000 Penalty: 5182.792480
	Iteration 17Q: 3 clusters Score -4924898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4924908.000000 Penalty: 5182.792480
	Iteration 18Q: 3 clusters Score -4924908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4924920.500000 Penalty: 5182.792480
	Iteration 19Q: 3 clusters Score -4924920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4924922.000000 Penalty: 5182.792480
	Iteration 20F: 3 clusters Score -4924922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4924926.500000 Penalty: 5182.792480
	Iteration 21Q: 3 clusters Score -4924926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4924931.500000 Penalty: 5182.792480
	Iteration 22Q: 3 clusters Score -4924932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4924931.500000 Penalty: 5182.792480
	Iteration 23F: 3 clusters Score -4924932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (149299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149299 members 
Entering Unmasked Estep 
Score: -21011174.000000 Penalty: 2954.599121
	Iteration 0F: 2 clusters Score -2.101117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -20913608.000000 Penalty: 5909.198242
	Iteration 0F: 3 clusters Score -2.091361e+07 nChanged 70816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73873 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -20955062.000000 Penalty: 5909.198242
	Iteration 1F: 3 clusters Score -2.095506e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 75724 members 
Entering Unmasked Estep 
Score: -20956436.000000 Penalty: 5909.198242
	Iteration 2Q: 3 clusters Score -2.095644e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 76072 members 
Entering Unmasked Estep 
Score: -20958132.000000 Penalty: 5909.198242
	Iteration 3Q: 3 clusters Score -2.095813e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -20960986.000000 Penalty: 5909.198242
	Iteration 4Q: 3 clusters Score -2.096099e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 76943 members 
Entering Unmasked Estep 
Score: -20964838.000000 Penalty: 5909.198242
	Iteration 5Q: 3 clusters Score -2.096484e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -20970310.000000 Penalty: 5909.198242
	Iteration 6F: 3 clusters Score -2.097031e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -20976872.000000 Penalty: 5909.198242
	Iteration 7F: 3 clusters Score -2.097687e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -20983190.000000 Penalty: 5909.198242
	Iteration 8F: 3 clusters Score -2.098319e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -20987652.000000 Penalty: 5909.198242
	Iteration 9F: 3 clusters Score -2.098765e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -20989414.000000 Penalty: 5909.198242
	Iteration 10Q: 3 clusters Score -2.098941e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 74571 members 
Entering Unmasked Estep 
Score: -20990222.000000 Penalty: 5909.198242
	Iteration 11Q: 3 clusters Score -2.099022e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -20990640.000000 Penalty: 5909.198242
	Iteration 12Q: 3 clusters Score -2.099064e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -20990928.000000 Penalty: 5909.198242
	Iteration 13Q: 3 clusters Score -2.099093e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76796 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -20991196.000000 Penalty: 5909.198242
	Iteration 14Q: 3 clusters Score -2.09912e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -20991474.000000 Penalty: 5909.198242
	Iteration 15Q: 3 clusters Score -2.099147e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -20991744.000000 Penalty: 5909.198242
	Iteration 16Q: 3 clusters Score -2.099174e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -20991994.000000 Penalty: 5909.198242
	Iteration 17Q: 3 clusters Score -2.099199e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -20992192.000000 Penalty: 5909.198242
	Iteration 18Q: 3 clusters Score -2.099219e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -20992400.000000 Penalty: 5909.198242
	Iteration 19Q: 3 clusters Score -2.09924e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -20992632.000000 Penalty: 5909.198242
	Iteration 20F: 3 clusters Score -2.099263e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -20992968.000000 Penalty: 5909.198242
	Iteration 21Q: 3 clusters Score -2.099297e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -20993286.000000 Penalty: 5909.198242
	Iteration 22Q: 3 clusters Score -2.099329e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -20993582.000000 Penalty: 5909.198242
	Iteration 23Q: 3 clusters Score -2.099358e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -20993832.000000 Penalty: 5909.198242
	Iteration 24Q: 3 clusters Score -2.099383e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89615 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -20994222.000000 Penalty: 5909.198242
	Iteration 25Q: 3 clusters Score -2.099422e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
Score: -20994550.000000 Penalty: 5909.198242
	Iteration 26Q: 3 clusters Score -2.099455e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -20994898.000000 Penalty: 5909.198242
	Iteration 27Q: 3 clusters Score -2.09949e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -20995154.000000 Penalty: 5909.198242
	Iteration 28Q: 3 clusters Score -2.099515e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97129 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -20995598.000000 Penalty: 5909.198242
	Iteration 29Q: 3 clusters Score -2.09956e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -20996076.000000 Penalty: 5909.198242
	Iteration 30Q: 3 clusters Score -2.099608e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102129 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -20996608.000000 Penalty: 5909.198242
	Iteration 31Q: 3 clusters Score -2.099661e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -20997056.000000 Penalty: 5909.198242
	Iteration 32Q: 3 clusters Score -2.099706e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107810 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -20997630.000000 Penalty: 5909.198242
	Iteration 33Q: 3 clusters Score -2.099763e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110839 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -20998362.000000 Penalty: 5909.198242
	Iteration 34Q: 3 clusters Score -2.099836e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113923 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -20999096.000000 Penalty: 5909.198242
	Iteration 35Q: 3 clusters Score -2.09991e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117054 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -21000114.000000 Penalty: 5909.198242
	Iteration 36Q: 3 clusters Score -2.100011e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120132 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -21001004.000000 Penalty: 5909.198242
	Iteration 37Q: 3 clusters Score -2.1001e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123101 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -21001900.000000 Penalty: 5909.198242
	Iteration 38Q: 3 clusters Score -2.10019e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125855 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -21002760.000000 Penalty: 5909.198242
	Iteration 39Q: 3 clusters Score -2.100276e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128249 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -21003512.000000 Penalty: 5909.198242
	Iteration 40F: 3 clusters Score -2.100351e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130608 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -21004412.000000 Penalty: 5909.198242
	Iteration 41Q: 3 clusters Score -2.100441e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132784 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -21005102.000000 Penalty: 5909.198242
	Iteration 42Q: 3 clusters Score -2.10051e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134797 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -21005752.000000 Penalty: 5909.198242
	Iteration 43Q: 3 clusters Score -2.100575e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136678 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -21006412.000000 Penalty: 5909.198242
	Iteration 44Q: 3 clusters Score -2.100641e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138407 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -21007114.000000 Penalty: 5909.198242
	Iteration 45Q: 3 clusters Score -2.100711e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139885 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -21007744.000000 Penalty: 5909.198242
	Iteration 46Q: 3 clusters Score -2.100774e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141153 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -21008200.000000 Penalty: 5909.198242
	Iteration 47Q: 3 clusters Score -2.10082e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142206 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -21008574.000000 Penalty: 5909.198242
	Iteration 48Q: 3 clusters Score -2.100857e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143102 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -21008776.000000 Penalty: 5909.198242
	Iteration 49Q: 3 clusters Score -2.100878e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143842 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -21008872.000000 Penalty: 5909.198242
	Iteration 50Q: 3 clusters Score -2.100887e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144471 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -21009056.000000 Penalty: 5909.198242
	Iteration 51Q: 3 clusters Score -2.100906e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145038 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -21009142.000000 Penalty: 5909.198242
	Iteration 52Q: 3 clusters Score -2.100914e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145497 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -21009174.000000 Penalty: 5909.198242
	Iteration 53Q: 3 clusters Score -2.100917e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145886 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -21009302.000000 Penalty: 5909.198242
	Iteration 54Q: 3 clusters Score -2.10093e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146173 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -21009396.000000 Penalty: 5909.198242
	Iteration 55Q: 3 clusters Score -2.10094e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146386 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -21009402.000000 Penalty: 5909.198242
	Iteration 56Q: 3 clusters Score -2.10094e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146547 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -21009464.000000 Penalty: 5909.198242
	Iteration 57Q: 3 clusters Score -2.100946e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146690 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -21009500.000000 Penalty: 5909.198242
	Iteration 58Q: 3 clusters Score -2.10095e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146814 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -21009490.000000 Penalty: 5909.198242
	Iteration 59Q: 3 clusters Score -2.100949e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146934 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -21009500.000000 Penalty: 5909.198242
	Iteration 60F: 3 clusters Score -2.10095e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147058 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -21009456.000000 Penalty: 5909.198242
	Iteration 61Q: 3 clusters Score -2.100946e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147162 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -21009430.000000 Penalty: 5909.198242
	Iteration 62Q: 3 clusters Score -2.100943e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147245 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -21009428.000000 Penalty: 5909.198242
	Iteration 63Q: 3 clusters Score -2.100943e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147328 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -21009434.000000 Penalty: 5909.198242
	Iteration 64Q: 3 clusters Score -2.100943e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147393 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -21009432.000000 Penalty: 5909.198242
	Iteration 65Q: 3 clusters Score -2.100943e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147444 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21009460.000000 Penalty: 5909.198242
	Iteration 66Q: 3 clusters Score -2.100946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147475 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -21009456.000000 Penalty: 5909.198242
	Iteration 67Q: 3 clusters Score -2.100946e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147500 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -21009458.000000 Penalty: 5909.198242
	Iteration 68Q: 3 clusters Score -2.100946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147534 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -21009472.000000 Penalty: 5909.198242
	Iteration 69Q: 3 clusters Score -2.100947e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147560 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -21009438.000000 Penalty: 5909.198242
	Iteration 70Q: 3 clusters Score -2.100944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147589 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -21009446.000000 Penalty: 5909.198242
	Iteration 71Q: 3 clusters Score -2.100945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147613 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -21009442.000000 Penalty: 5909.198242
	Iteration 72Q: 3 clusters Score -2.100944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147638 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -21009420.000000 Penalty: 5909.198242
	Iteration 73Q: 3 clusters Score -2.100942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147658 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -21009414.000000 Penalty: 5909.198242
	Iteration 74Q: 3 clusters Score -2.100941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147671 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -21009412.000000 Penalty: 5909.198242
	Iteration 75Q: 3 clusters Score -2.100941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147691 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -21009418.000000 Penalty: 5909.198242
	Iteration 76Q: 3 clusters Score -2.100942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147707 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -21009420.000000 Penalty: 5909.198242
	Iteration 77Q: 3 clusters Score -2.100942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147723 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -21009412.000000 Penalty: 5909.198242
	Iteration 78Q: 3 clusters Score -2.100941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147731 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -21009398.000000 Penalty: 5909.198242
	Iteration 79Q: 3 clusters Score -2.10094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147742 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -21009394.000000 Penalty: 5909.198242
	Iteration 80F: 3 clusters Score -2.100939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147749 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -21009382.000000 Penalty: 5909.198242
	Iteration 81Q: 3 clusters Score -2.100938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147759 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -21009362.000000 Penalty: 5909.198242
	Iteration 82Q: 3 clusters Score -2.100936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147764 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -21009380.000000 Penalty: 5909.198242
	Iteration 83Q: 3 clusters Score -2.100938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147768 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -21009370.000000 Penalty: 5909.198242
	Iteration 84Q: 3 clusters Score -2.100937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147769 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -21009372.000000 Penalty: 5909.198242
	Iteration 85Q: 3 clusters Score -2.100937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147770 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -21009370.000000 Penalty: 5909.198242
	Iteration 86Q: 3 clusters Score -2.100937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147770 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -21009370.000000 Penalty: 5909.198242
	Iteration 87F: 3 clusters Score -2.100937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -62664.828125 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -62664.83 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 271 members 
Entering Unmasked Estep 
Score: -61179.324219 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -61179.32 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61371.058594 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -61371.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61447.402344 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -61447.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61565.976562 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -61565.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61636.589844 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -61636.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61673.320312 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -61673.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61714.722656 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -61714.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61746.628906 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -61746.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61772.261719 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -61772.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61792.226562 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -61792.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61807.359375 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -61807.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61821.242188 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -61821.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61847.324219 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -61847.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61887.832031 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -61887.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61980.687500 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -61980.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62168.859375 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -62168.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62229.128906 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -62229.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62286.304688 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -62286.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62297.304688 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -62297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62304.976562 Penalty: 3089.341309
	Iteration 19Q: 3 clusters Score -62304.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62312.273438 Penalty: 3089.341309
	Iteration 20F: 3 clusters Score -62312.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62316.851562 Penalty: 3089.341309
	Iteration 21Q: 3 clusters Score -62316.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62323.757812 Penalty: 3089.341309
	Iteration 22Q: 3 clusters Score -62323.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62323.757812 Penalty: 3089.341309
	Iteration 23F: 3 clusters Score -62323.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Entering Unmasked Estep 
Score: -5614230.500000 Penalty: 2623.302979
	Iteration 0F: 2 clusters Score -5614230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -5587591.500000 Penalty: 5246.605957
	Iteration 0F: 3 clusters Score -5587592 nChanged 17840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -5597230.500000 Penalty: 5246.605957
	Iteration 1F: 3 clusters Score -5597230 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -5597636.500000 Penalty: 5246.605957
	Iteration 2Q: 3 clusters Score -5597636 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -5598028.000000 Penalty: 5246.605957
	Iteration 3Q: 3 clusters Score -5598028 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -5598331.000000 Penalty: 5246.605957
	Iteration 4Q: 3 clusters Score -5598331 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -5598585.500000 Penalty: 5246.605957
	Iteration 5Q: 3 clusters Score -5598586 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -5598920.500000 Penalty: 5246.605957
	Iteration 6Q: 3 clusters Score -5598920 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -5599238.500000 Penalty: 5246.605957
	Iteration 7Q: 3 clusters Score -5599238 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -5599542.500000 Penalty: 5246.605957
	Iteration 8Q: 3 clusters Score -5599542 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -5599894.500000 Penalty: 5246.605957
	Iteration 9Q: 3 clusters Score -5599894 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -5600459.000000 Penalty: 5246.605957
	Iteration 10Q: 3 clusters Score -5600459 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -5601264.500000 Penalty: 5246.605957
	Iteration 11Q: 3 clusters Score -5601264 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -5602495.000000 Penalty: 5246.605957
	Iteration 12Q: 3 clusters Score -5602495 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -5604157.000000 Penalty: 5246.605957
	Iteration 13F: 3 clusters Score -5604157 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -5606073.000000 Penalty: 5246.605957
	Iteration 14F: 3 clusters Score -5606073 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -5607868.500000 Penalty: 5246.605957
	Iteration 15F: 3 clusters Score -5607868 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -5608832.000000 Penalty: 5246.605957
	Iteration 16Q: 3 clusters Score -5608832 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -5609291.500000 Penalty: 5246.605957
	Iteration 17Q: 3 clusters Score -5609292 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -5609593.000000 Penalty: 5246.605957
	Iteration 18Q: 3 clusters Score -5609593 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -5609834.000000 Penalty: 5246.605957
	Iteration 19Q: 3 clusters Score -5609834 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -5610011.500000 Penalty: 5246.605957
	Iteration 20F: 3 clusters Score -5610012 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -5610173.500000 Penalty: 5246.605957
	Iteration 21Q: 3 clusters Score -5610174 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -5610299.500000 Penalty: 5246.605957
	Iteration 22Q: 3 clusters Score -5610300 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -5610438.000000 Penalty: 5246.605957
	Iteration 23Q: 3 clusters Score -5610438 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -5610520.500000 Penalty: 5246.605957
	Iteration 24Q: 3 clusters Score -5610520 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -5610609.000000 Penalty: 5246.605957
	Iteration 25Q: 3 clusters Score -5610609 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -5610692.500000 Penalty: 5246.605957
	Iteration 26Q: 3 clusters Score -5610692 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -5610782.500000 Penalty: 5246.605957
	Iteration 27Q: 3 clusters Score -5610782 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -5610868.000000 Penalty: 5246.605957
	Iteration 28Q: 3 clusters Score -5610868 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -5610933.000000 Penalty: 5246.605957
	Iteration 29Q: 3 clusters Score -5610933 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -5611020.500000 Penalty: 5246.605957
	Iteration 30Q: 3 clusters Score -5611020 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -5611098.500000 Penalty: 5246.605957
	Iteration 31Q: 3 clusters Score -5611098 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -5611174.000000 Penalty: 5246.605957
	Iteration 32Q: 3 clusters Score -5611174 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -5611222.500000 Penalty: 5246.605957
	Iteration 33Q: 3 clusters Score -5611222 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -5611280.500000 Penalty: 5246.605957
	Iteration 34Q: 3 clusters Score -5611280 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -5611357.500000 Penalty: 5246.605957
	Iteration 35Q: 3 clusters Score -5611358 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -5611443.000000 Penalty: 5246.605957
	Iteration 36Q: 3 clusters Score -5611443 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -5611515.500000 Penalty: 5246.605957
	Iteration 37Q: 3 clusters Score -5611516 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -5611554.500000 Penalty: 5246.605957
	Iteration 38Q: 3 clusters Score -5611554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -5611583.500000 Penalty: 5246.605957
	Iteration 39Q: 3 clusters Score -5611584 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -5611639.000000 Penalty: 5246.605957
	Iteration 40F: 3 clusters Score -5611639 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -5611663.000000 Penalty: 5246.605957
	Iteration 41Q: 3 clusters Score -5611663 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -5611701.000000 Penalty: 5246.605957
	Iteration 42Q: 3 clusters Score -5611701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -5611717.500000 Penalty: 5246.605957
	Iteration 43Q: 3 clusters Score -5611718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -5611723.000000 Penalty: 5246.605957
	Iteration 44Q: 3 clusters Score -5611723 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -5611751.500000 Penalty: 5246.605957
	Iteration 45Q: 3 clusters Score -5611752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -5611772.500000 Penalty: 5246.605957
	Iteration 46Q: 3 clusters Score -5611772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -5611791.500000 Penalty: 5246.605957
	Iteration 47Q: 3 clusters Score -5611792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5611803.000000 Penalty: 5246.605957
	Iteration 48Q: 3 clusters Score -5611803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -5611828.000000 Penalty: 5246.605957
	Iteration 49Q: 3 clusters Score -5611828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -5611829.500000 Penalty: 5246.605957
	Iteration 50Q: 3 clusters Score -5611830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -5611846.500000 Penalty: 5246.605957
	Iteration 51Q: 3 clusters Score -5611846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -5611846.500000 Penalty: 5246.605957
	Iteration 52Q: 3 clusters Score -5611846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -5611850.500000 Penalty: 5246.605957
	Iteration 53Q: 3 clusters Score -5611850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -5611840.500000 Penalty: 5246.605957
	Iteration 54Q: 3 clusters Score -5611840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -5611842.000000 Penalty: 5246.605957
	Iteration 55Q: 3 clusters Score -5611842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -5611848.500000 Penalty: 5246.605957
	Iteration 56Q: 3 clusters Score -5611848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -5611852.000000 Penalty: 5246.605957
	Iteration 57Q: 3 clusters Score -5611852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -5611866.000000 Penalty: 5246.605957
	Iteration 58Q: 3 clusters Score -5611866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -5611879.000000 Penalty: 5246.605957
	Iteration 59Q: 3 clusters Score -5611879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -5611886.500000 Penalty: 5246.605957
	Iteration 60F: 3 clusters Score -5611886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -5611890.000000 Penalty: 5246.605957
	Iteration 61Q: 3 clusters Score -5611890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -5611897.500000 Penalty: 5246.605957
	Iteration 62Q: 3 clusters Score -5611898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -5611902.000000 Penalty: 5246.605957
	Iteration 63Q: 3 clusters Score -5611902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -5611899.500000 Penalty: 5246.605957
	Iteration 64Q: 3 clusters Score -5611900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -5611900.000000 Penalty: 5246.605957
	Iteration 65Q: 3 clusters Score -5611900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -5611903.500000 Penalty: 5246.605957
	Iteration 66Q: 3 clusters Score -5611904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -5611909.000000 Penalty: 5246.605957
	Iteration 67Q: 3 clusters Score -5611909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -5611911.500000 Penalty: 5246.605957
	Iteration 68Q: 3 clusters Score -5611912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -5611910.500000 Penalty: 5246.605957
	Iteration 69Q: 3 clusters Score -5611910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -5611918.500000 Penalty: 5246.605957
	Iteration 70Q: 3 clusters Score -5611918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -5611924.000000 Penalty: 5246.605957
	Iteration 71Q: 3 clusters Score -5611924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -5611932.500000 Penalty: 5246.605957
	Iteration 72Q: 3 clusters Score -5611932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -5611940.000000 Penalty: 5246.605957
	Iteration 73Q: 3 clusters Score -5611940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -5611937.000000 Penalty: 5246.605957
	Iteration 74Q: 3 clusters Score -5611937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -5611938.500000 Penalty: 5246.605957
	Iteration 75Q: 3 clusters Score -5611938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -5611941.500000 Penalty: 5246.605957
	Iteration 76Q: 3 clusters Score -5611942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -5611944.000000 Penalty: 5246.605957
	Iteration 77Q: 3 clusters Score -5611944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -5611943.000000 Penalty: 5246.605957
	Iteration 78Q: 3 clusters Score -5611943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5611941.500000 Penalty: 5246.605957
	Iteration 79Q: 3 clusters Score -5611942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -5611947.000000 Penalty: 5246.605957
	Iteration 80F: 3 clusters Score -5611947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -5611946.000000 Penalty: 5246.605957
	Iteration 81Q: 3 clusters Score -5611946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -5611942.000000 Penalty: 5246.605957
	Iteration 82Q: 3 clusters Score -5611942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5611942.000000 Penalty: 5246.605957
	Iteration 83Q: 3 clusters Score -5611942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5611942.000000 Penalty: 5246.605957
	Iteration 84F: 3 clusters Score -5611942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -267295.156250 Penalty: 1882.656616
	Iteration 0F: 2 clusters Score -267295.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -264681.468750 Penalty: 3765.313232
	Iteration 0F: 3 clusters Score -264681.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -265079.250000 Penalty: 3765.313232
	Iteration 1F: 3 clusters Score -265079.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -265169.375000 Penalty: 3765.313232
	Iteration 2F: 3 clusters Score -265169.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -265231.906250 Penalty: 3765.313232
	Iteration 3Q: 3 clusters Score -265231.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -265272.125000 Penalty: 3765.313232
	Iteration 4Q: 3 clusters Score -265272.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -265301.562500 Penalty: 3765.313232
	Iteration 5Q: 3 clusters Score -265301.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -265335.593750 Penalty: 3765.313232
	Iteration 6Q: 3 clusters Score -265335.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -265371.250000 Penalty: 3765.313232
	Iteration 7Q: 3 clusters Score -265371.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -265400.718750 Penalty: 3765.313232
	Iteration 8Q: 3 clusters Score -265400.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -265435.718750 Penalty: 3765.313232
	Iteration 9Q: 3 clusters Score -265435.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -265472.093750 Penalty: 3765.313232
	Iteration 10Q: 3 clusters Score -265472.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -265500.625000 Penalty: 3765.313232
	Iteration 11Q: 3 clusters Score -265500.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -265527.500000 Penalty: 3765.313232
	Iteration 12Q: 3 clusters Score -265527.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -265546.406250 Penalty: 3765.313232
	Iteration 13Q: 3 clusters Score -265546.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -265557.125000 Penalty: 3765.313232
	Iteration 14Q: 3 clusters Score -265557.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -265569.593750 Penalty: 3765.313232
	Iteration 15Q: 3 clusters Score -265569.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -265581.437500 Penalty: 3765.313232
	Iteration 16Q: 3 clusters Score -265581.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -265591.343750 Penalty: 3765.313232
	Iteration 17Q: 3 clusters Score -265591.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -265601.218750 Penalty: 3765.313232
	Iteration 18Q: 3 clusters Score -265601.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -265607.875000 Penalty: 3765.313232
	Iteration 19Q: 3 clusters Score -265607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -265613.593750 Penalty: 3765.313232
	Iteration 20F: 3 clusters Score -265613.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -265618.062500 Penalty: 3765.313232
	Iteration 21Q: 3 clusters Score -265618.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -265621.406250 Penalty: 3765.313232
	Iteration 22Q: 3 clusters Score -265621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -265623.500000 Penalty: 3765.313232
	Iteration 23Q: 3 clusters Score -265623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -265625.156250 Penalty: 3765.313232
	Iteration 24Q: 3 clusters Score -265625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -265626.906250 Penalty: 3765.313232
	Iteration 25Q: 3 clusters Score -265626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -265628.093750 Penalty: 3765.313232
	Iteration 26Q: 3 clusters Score -265628.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -265628.093750 Penalty: 3765.313232
	Iteration 27F: 3 clusters Score -265628.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -19801.101562 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -19801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18777.132812 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -18777.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18828.666016 Penalty: 2567.370361
	Iteration 1F: 3 clusters Score -18828.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18842.158203 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -18842.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18852.406250 Penalty: 2567.370361
	Iteration 3Q: 3 clusters Score -18852.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18852.406250 Penalty: 2567.370361
	Iteration 4F: 3 clusters Score -18852.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Entering Unmasked Estep 
Score: -5253075.500000 Penalty: 2616.579102
	Iteration 0F: 2 clusters Score -5253076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -5227155.000000 Penalty: 5233.158203
	Iteration 0F: 3 clusters Score -5227155 nChanged 17294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -5236508.500000 Penalty: 5233.158203
	Iteration 1F: 3 clusters Score -5236508 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -5236969.500000 Penalty: 5233.158203
	Iteration 2Q: 3 clusters Score -5236970 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -5237360.500000 Penalty: 5233.158203
	Iteration 3Q: 3 clusters Score -5237360 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -5237708.500000 Penalty: 5233.158203
	Iteration 4Q: 3 clusters Score -5237708 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -5238027.000000 Penalty: 5233.158203
	Iteration 5Q: 3 clusters Score -5238027 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -5238406.000000 Penalty: 5233.158203
	Iteration 6Q: 3 clusters Score -5238406 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -5238858.000000 Penalty: 5233.158203
	Iteration 7Q: 3 clusters Score -5238858 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -5239441.000000 Penalty: 5233.158203
	Iteration 8Q: 3 clusters Score -5239441 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -5240207.500000 Penalty: 5233.158203
	Iteration 9Q: 3 clusters Score -5240208 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -5241299.500000 Penalty: 5233.158203
	Iteration 10Q: 3 clusters Score -5241300 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -5242790.000000 Penalty: 5233.158203
	Iteration 11F: 3 clusters Score -5242790 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -5244503.000000 Penalty: 5233.158203
	Iteration 12F: 3 clusters Score -5244503 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -5246092.000000 Penalty: 5233.158203
	Iteration 13F: 3 clusters Score -5246092 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -5247401.000000 Penalty: 5233.158203
	Iteration 14Q: 3 clusters Score -5247401 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -5248378.500000 Penalty: 5233.158203
	Iteration 15Q: 3 clusters Score -5248378 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5249082.000000 Penalty: 5233.158203
	Iteration 16Q: 3 clusters Score -5249082 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -5249563.000000 Penalty: 5233.158203
	Iteration 17Q: 3 clusters Score -5249563 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -5249941.500000 Penalty: 5233.158203
	Iteration 18Q: 3 clusters Score -5249942 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5250218.000000 Penalty: 5233.158203
	Iteration 19Q: 3 clusters Score -5250218 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5250463.500000 Penalty: 5233.158203
	Iteration 20F: 3 clusters Score -5250464 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5250606.000000 Penalty: 5233.158203
	Iteration 21Q: 3 clusters Score -5250606 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5250736.000000 Penalty: 5233.158203
	Iteration 22Q: 3 clusters Score -5250736 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5250848.500000 Penalty: 5233.158203
	Iteration 23Q: 3 clusters Score -5250848 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5250914.000000 Penalty: 5233.158203
	Iteration 24Q: 3 clusters Score -5250914 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5250972.500000 Penalty: 5233.158203
	Iteration 25Q: 3 clusters Score -5250972 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5250993.000000 Penalty: 5233.158203
	Iteration 26Q: 3 clusters Score -5250993 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5251012.500000 Penalty: 5233.158203
	Iteration 27Q: 3 clusters Score -5251012 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5251039.500000 Penalty: 5233.158203
	Iteration 28Q: 3 clusters Score -5251040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5251061.000000 Penalty: 5233.158203
	Iteration 29Q: 3 clusters Score -5251061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5251074.000000 Penalty: 5233.158203
	Iteration 30Q: 3 clusters Score -5251074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5251072.000000 Penalty: 5233.158203
	Iteration 31Q: 3 clusters Score -5251072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5251084.500000 Penalty: 5233.158203
	Iteration 32Q: 3 clusters Score -5251084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5251081.500000 Penalty: 5233.158203
	Iteration 33Q: 3 clusters Score -5251082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5251079.500000 Penalty: 5233.158203
	Iteration 34Q: 3 clusters Score -5251080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5251090.500000 Penalty: 5233.158203
	Iteration 35Q: 3 clusters Score -5251090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5251100.500000 Penalty: 5233.158203
	Iteration 36Q: 3 clusters Score -5251100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5251104.000000 Penalty: 5233.158203
	Iteration 37Q: 3 clusters Score -5251104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5251116.000000 Penalty: 5233.158203
	Iteration 38Q: 3 clusters Score -5251116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5251110.500000 Penalty: 5233.158203
	Iteration 39Q: 3 clusters Score -5251110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5251121.500000 Penalty: 5233.158203
	Iteration 40F: 3 clusters Score -5251122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5251131.500000 Penalty: 5233.158203
	Iteration 41Q: 3 clusters Score -5251132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5251128.000000 Penalty: 5233.158203
	Iteration 42Q: 3 clusters Score -5251128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5251136.500000 Penalty: 5233.158203
	Iteration 43Q: 3 clusters Score -5251136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5251134.500000 Penalty: 5233.158203
	Iteration 44Q: 3 clusters Score -5251134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5251142.500000 Penalty: 5233.158203
	Iteration 45Q: 3 clusters Score -5251142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5251146.500000 Penalty: 5233.158203
	Iteration 46Q: 3 clusters Score -5251146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5251149.000000 Penalty: 5233.158203
	Iteration 47Q: 3 clusters Score -5251149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5251159.500000 Penalty: 5233.158203
	Iteration 48Q: 3 clusters Score -5251160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5251158.000000 Penalty: 5233.158203
	Iteration 49Q: 3 clusters Score -5251158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5251157.500000 Penalty: 5233.158203
	Iteration 50Q: 3 clusters Score -5251158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5251162.000000 Penalty: 5233.158203
	Iteration 51Q: 3 clusters Score -5251162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5251158.500000 Penalty: 5233.158203
	Iteration 52Q: 3 clusters Score -5251158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5251168.000000 Penalty: 5233.158203
	Iteration 53Q: 3 clusters Score -5251168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5251167.000000 Penalty: 5233.158203
	Iteration 54Q: 3 clusters Score -5251167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5251167.000000 Penalty: 5233.158203
	Iteration 55Q: 3 clusters Score -5251167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5251173.500000 Penalty: 5233.158203
	Iteration 56Q: 3 clusters Score -5251174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5251176.000000 Penalty: 5233.158203
	Iteration 57Q: 3 clusters Score -5251176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5251178.500000 Penalty: 5233.158203
	Iteration 58Q: 3 clusters Score -5251178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5251181.000000 Penalty: 5233.158203
	Iteration 59Q: 3 clusters Score -5251181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5251187.500000 Penalty: 5233.158203
	Iteration 60F: 3 clusters Score -5251188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5251182.000000 Penalty: 5233.158203
	Iteration 61Q: 3 clusters Score -5251182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5251180.000000 Penalty: 5233.158203
	Iteration 62Q: 3 clusters Score -5251180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5251182.500000 Penalty: 5233.158203
	Iteration 63Q: 3 clusters Score -5251182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5251189.500000 Penalty: 5233.158203
	Iteration 64Q: 3 clusters Score -5251190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5251189.500000 Penalty: 5233.158203
	Iteration 65F: 3 clusters Score -5251190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -21033.388672 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -21033.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19955.816406 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -19955.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20018.212891 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -20018.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20022.701172 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -20022.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20025.166016 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -20025.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20025.166016 Penalty: 2625.479248
	Iteration 4F: 3 clusters Score -20025.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -66008.976562 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -66008.98 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 271 members 
Entering Unmasked Estep 
Score: -64472.156250 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -64472.16 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64758.031250 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -64758.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64928.402344 Penalty: 3139.541504
	Iteration 2F: 3 clusters Score -64928.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65042.339844 Penalty: 3139.541504
	Iteration 3F: 3 clusters Score -65042.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65163.054688 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -65163.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65246.542969 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -65246.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65312.437500 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -65312.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65423.839844 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -65423.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65493.437500 Penalty: 3139.541504
	Iteration 8Q: 3 clusters Score -65493.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65528.871094 Penalty: 3139.541504
	Iteration 9Q: 3 clusters Score -65528.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65544.945312 Penalty: 3139.541504
	Iteration 10Q: 3 clusters Score -65544.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65557.632812 Penalty: 3139.541504
	Iteration 11Q: 3 clusters Score -65557.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65560.382812 Penalty: 3139.541504
	Iteration 12Q: 3 clusters Score -65560.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65564.328125 Penalty: 3139.541504
	Iteration 13Q: 3 clusters Score -65564.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65570.218750 Penalty: 3139.541504
	Iteration 14Q: 3 clusters Score -65570.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65581.187500 Penalty: 3139.541504
	Iteration 15Q: 3 clusters Score -65581.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65585.195312 Penalty: 3139.541504
	Iteration 16Q: 3 clusters Score -65585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65586.539062 Penalty: 3139.541504
	Iteration 17Q: 3 clusters Score -65586.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65586.539062 Penalty: 3139.541504
	Iteration 18F: 3 clusters Score -65586.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -89211.484375 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -89211.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87468.218750 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -87468.22 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87732.054688 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -87732.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87837.484375 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -87837.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -87892.984375 Penalty: 3285.536377
	Iteration 3Q: 3 clusters Score -87892.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -87916.781250 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -87916.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -87936.507812 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -87936.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87953.125000 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -87953.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -87966.117188 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -87966.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87972.156250 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -87972.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87976.945312 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -87976.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87986.468750 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -87986.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87997.500000 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -87997.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88006.531250 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -88006.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88007.554688 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -88007.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88007.554688 Penalty: 3285.536377
	Iteration 14F: 3 clusters Score -88007.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124756 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 101000 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180131 members 
Mstep: Class 11 contains 146207 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153651 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149299 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39255 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232464.000000 Penalty: 92887.546875
Iteration 439Q: 28 clusters Score -1.472325e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124757 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3740 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 101001 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180129 members 
Mstep: Class 11 contains 146208 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153651 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149297 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39255 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232448.000000 Penalty: 92887.546875
Iteration 440F: 28 clusters Score -1.472324e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124757 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 101003 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180129 members 
Mstep: Class 11 contains 146208 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153650 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149295 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39255 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38205 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232448.000000 Penalty: 92887.546875
Iteration 441Q: 28 clusters Score -1.472324e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124757 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3742 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 101003 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180129 members 
Mstep: Class 11 contains 146209 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153650 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149294 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39255 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38204 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232464.000000 Penalty: 92887.546875
Iteration 442Q: 28 clusters Score -1.472325e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124757 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 101002 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180127 members 
Mstep: Class 11 contains 146208 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153652 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149297 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39255 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38204 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232416.000000 Penalty: 92887.546875
Iteration 443Q: 28 clusters Score -1.472324e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124756 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 101001 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180128 members 
Mstep: Class 11 contains 146208 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153652 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149298 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39256 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38203 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232352.000000 Penalty: 92887.546875
Iteration 444Q: 28 clusters Score -1.472324e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124754 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 101000 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180129 members 
Mstep: Class 11 contains 146207 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153654 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149299 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39257 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38204 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232336.000000 Penalty: 92887.546875
Iteration 445Q: 28 clusters Score -1.472323e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124755 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 101000 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180129 members 
Mstep: Class 11 contains 146208 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153652 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149299 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39258 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38203 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232384.000000 Penalty: 92887.546875
Iteration 446Q: 28 clusters Score -1.472324e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124756 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 101000 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180129 members 
Mstep: Class 11 contains 146208 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153653 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149298 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39258 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38202 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232400.000000 Penalty: 92887.546875
Iteration 447Q: 28 clusters Score -1.472324e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 124756 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 39697 members 
Mstep: Class 8 contains 101000 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 180129 members 
Mstep: Class 11 contains 146208 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 153653 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 34516 members 
Mstep: Class 19 contains 149298 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 39258 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 38202 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232400.000000 Penalty: 92887.546875
Iteration 448F: 28 clusters Score -1.472324e+08 nChanged 0
Entering ConstructFrom: 
Score: -147232400.000000 Penalty: 92887.546875
Entering ConstructFrom: 
Trying to split cluster 1 (17347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Entering Unmasked Estep 
Score: -2461872.500000 Penalty: 2420.771484
	Iteration 0F: 2 clusters Score -2461872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2449609.750000 Penalty: 4841.542969
	Iteration 0F: 3 clusters Score -2449610 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2453544.750000 Penalty: 4841.542969
	Iteration 1F: 3 clusters Score -2453545 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2454035.250000 Penalty: 4841.542969
	Iteration 2F: 3 clusters Score -2454035 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2454421.500000 Penalty: 4841.542969
	Iteration 3F: 3 clusters Score -2454422 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2454725.500000 Penalty: 4841.542969
	Iteration 4Q: 3 clusters Score -2454726 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2455020.000000 Penalty: 4841.542969
	Iteration 5Q: 3 clusters Score -2455020 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2455362.000000 Penalty: 4841.542969
	Iteration 6Q: 3 clusters Score -2455362 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2455760.750000 Penalty: 4841.542969
	Iteration 7Q: 3 clusters Score -2455761 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2456269.750000 Penalty: 4841.542969
	Iteration 8Q: 3 clusters Score -2456270 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2456815.000000 Penalty: 4841.542969
	Iteration 9Q: 3 clusters Score -2456815 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2457451.250000 Penalty: 4841.542969
	Iteration 10Q: 3 clusters Score -2457451 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2458168.000000 Penalty: 4841.542969
	Iteration 11F: 3 clusters Score -2458168 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2458784.750000 Penalty: 4841.542969
	Iteration 12Q: 3 clusters Score -2458785 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2459187.000000 Penalty: 4841.542969
	Iteration 13Q: 3 clusters Score -2459187 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2459443.750000 Penalty: 4841.542969
	Iteration 14Q: 3 clusters Score -2459444 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2459612.000000 Penalty: 4841.542969
	Iteration 15Q: 3 clusters Score -2459612 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2459705.000000 Penalty: 4841.542969
	Iteration 16Q: 3 clusters Score -2459705 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2459759.500000 Penalty: 4841.542969
	Iteration 17Q: 3 clusters Score -2459760 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2459810.750000 Penalty: 4841.542969
	Iteration 18Q: 3 clusters Score -2459811 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2459841.000000 Penalty: 4841.542969
	Iteration 19Q: 3 clusters Score -2459841 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2459867.250000 Penalty: 4841.542969
	Iteration 20F: 3 clusters Score -2459867 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2459884.000000 Penalty: 4841.542969
	Iteration 21Q: 3 clusters Score -2459884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2459904.250000 Penalty: 4841.542969
	Iteration 22Q: 3 clusters Score -2459904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2459932.250000 Penalty: 4841.542969
	Iteration 23Q: 3 clusters Score -2459932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2459943.500000 Penalty: 4841.542969
	Iteration 24Q: 3 clusters Score -2459944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2459947.250000 Penalty: 4841.542969
	Iteration 25Q: 3 clusters Score -2459947 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2459955.000000 Penalty: 4841.542969
	Iteration 26Q: 3 clusters Score -2459955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2459966.500000 Penalty: 4841.542969
	Iteration 27Q: 3 clusters Score -2459966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2459975.500000 Penalty: 4841.542969
	Iteration 28Q: 3 clusters Score -2459976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2459980.750000 Penalty: 4841.542969
	Iteration 29Q: 3 clusters Score -2459981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2459986.000000 Penalty: 4841.542969
	Iteration 30Q: 3 clusters Score -2459986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2459993.000000 Penalty: 4841.542969
	Iteration 31Q: 3 clusters Score -2459993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2459994.000000 Penalty: 4841.542969
	Iteration 32Q: 3 clusters Score -2459994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2460003.250000 Penalty: 4841.542969
	Iteration 33Q: 3 clusters Score -2460003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2460002.000000 Penalty: 4841.542969
	Iteration 34Q: 3 clusters Score -2460002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2460005.250000 Penalty: 4841.542969
	Iteration 35Q: 3 clusters Score -2460005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2460005.000000 Penalty: 4841.542969
	Iteration 36Q: 3 clusters Score -2460005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2460015.750000 Penalty: 4841.542969
	Iteration 37Q: 3 clusters Score -2460016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2460018.750000 Penalty: 4841.542969
	Iteration 38Q: 3 clusters Score -2460019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2460016.750000 Penalty: 4841.542969
	Iteration 39Q: 3 clusters Score -2460017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2460026.000000 Penalty: 4841.542969
	Iteration 40F: 3 clusters Score -2460026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2460024.000000 Penalty: 4841.542969
	Iteration 41Q: 3 clusters Score -2460024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2460033.750000 Penalty: 4841.542969
	Iteration 42Q: 3 clusters Score -2460034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2460035.250000 Penalty: 4841.542969
	Iteration 43Q: 3 clusters Score -2460035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2460036.500000 Penalty: 4841.542969
	Iteration 44Q: 3 clusters Score -2460036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2460034.000000 Penalty: 4841.542969
	Iteration 45Q: 3 clusters Score -2460034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2460031.000000 Penalty: 4841.542969
	Iteration 46Q: 3 clusters Score -2460031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2460040.000000 Penalty: 4841.542969
	Iteration 47Q: 3 clusters Score -2460040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2460038.750000 Penalty: 4841.542969
	Iteration 48Q: 3 clusters Score -2460039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2460044.750000 Penalty: 4841.542969
	Iteration 49Q: 3 clusters Score -2460045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2460054.500000 Penalty: 4841.542969
	Iteration 50Q: 3 clusters Score -2460054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2460049.750000 Penalty: 4841.542969
	Iteration 51Q: 3 clusters Score -2460050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2460056.250000 Penalty: 4841.542969
	Iteration 52Q: 3 clusters Score -2460056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2460060.000000 Penalty: 4841.542969
	Iteration 53Q: 3 clusters Score -2460060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2460059.500000 Penalty: 4841.542969
	Iteration 54Q: 3 clusters Score -2460060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2460062.500000 Penalty: 4841.542969
	Iteration 55Q: 3 clusters Score -2460062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2460058.250000 Penalty: 4841.542969
	Iteration 56Q: 3 clusters Score -2460058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2460057.750000 Penalty: 4841.542969
	Iteration 57Q: 3 clusters Score -2460058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2460061.750000 Penalty: 4841.542969
	Iteration 58Q: 3 clusters Score -2460062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2460062.250000 Penalty: 4841.542969
	Iteration 59Q: 3 clusters Score -2460062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2460068.000000 Penalty: 4841.542969
	Iteration 60F: 3 clusters Score -2460068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2460069.500000 Penalty: 4841.542969
	Iteration 61Q: 3 clusters Score -2460070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2460078.500000 Penalty: 4841.542969
	Iteration 62Q: 3 clusters Score -2460078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2460081.000000 Penalty: 4841.542969
	Iteration 63Q: 3 clusters Score -2460081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2460079.500000 Penalty: 4841.542969
	Iteration 64Q: 3 clusters Score -2460080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2460087.750000 Penalty: 4841.542969
	Iteration 65Q: 3 clusters Score -2460088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2460089.500000 Penalty: 4841.542969
	Iteration 66Q: 3 clusters Score -2460090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2460103.750000 Penalty: 4841.542969
	Iteration 67Q: 3 clusters Score -2460104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2460109.500000 Penalty: 4841.542969
	Iteration 68Q: 3 clusters Score -2460110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2460107.250000 Penalty: 4841.542969
	Iteration 69Q: 3 clusters Score -2460107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2460110.500000 Penalty: 4841.542969
	Iteration 70Q: 3 clusters Score -2460110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2460115.000000 Penalty: 4841.542969
	Iteration 71Q: 3 clusters Score -2460115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2460115.750000 Penalty: 4841.542969
	Iteration 72Q: 3 clusters Score -2460116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2460110.000000 Penalty: 4841.542969
	Iteration 73Q: 3 clusters Score -2460110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2460113.250000 Penalty: 4841.542969
	Iteration 74Q: 3 clusters Score -2460113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2460115.500000 Penalty: 4841.542969
	Iteration 75Q: 3 clusters Score -2460116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2460123.500000 Penalty: 4841.542969
	Iteration 76Q: 3 clusters Score -2460124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2460129.500000 Penalty: 4841.542969
	Iteration 77Q: 3 clusters Score -2460130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2460133.000000 Penalty: 4841.542969
	Iteration 78Q: 3 clusters Score -2460133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2460130.000000 Penalty: 4841.542969
	Iteration 79Q: 3 clusters Score -2460130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2460132.500000 Penalty: 4841.542969
	Iteration 80F: 3 clusters Score -2460132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2460135.500000 Penalty: 4841.542969
	Iteration 81Q: 3 clusters Score -2460136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2460140.750000 Penalty: 4841.542969
	Iteration 82Q: 3 clusters Score -2460141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2460139.250000 Penalty: 4841.542969
	Iteration 83Q: 3 clusters Score -2460139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2460138.750000 Penalty: 4841.542969
	Iteration 84Q: 3 clusters Score -2460139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2460139.250000 Penalty: 4841.542969
	Iteration 85Q: 3 clusters Score -2460139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2460136.750000 Penalty: 4841.542969
	Iteration 86Q: 3 clusters Score -2460137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2460142.500000 Penalty: 4841.542969
	Iteration 87Q: 3 clusters Score -2460142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2460136.750000 Penalty: 4841.542969
	Iteration 88Q: 3 clusters Score -2460137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2460142.000000 Penalty: 4841.542969
	Iteration 89Q: 3 clusters Score -2460142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2460139.000000 Penalty: 4841.542969
	Iteration 90Q: 3 clusters Score -2460139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2460138.750000 Penalty: 4841.542969
	Iteration 91Q: 3 clusters Score -2460139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2460141.000000 Penalty: 4841.542969
	Iteration 92Q: 3 clusters Score -2460141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2460141.000000 Penalty: 4841.542969
	Iteration 93F: 3 clusters Score -2460141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (124756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124756 members 
Entering Unmasked Estep 
Score: -17656520.000000 Penalty: 2910.060547
	Iteration 0F: 2 clusters Score -1.765652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -17574066.000000 Penalty: 5820.121094
	Iteration 0F: 3 clusters Score -1.757407e+07 nChanged 59340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -17608048.000000 Penalty: 5820.121094
	Iteration 1F: 3 clusters Score -1.760805e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -17608920.000000 Penalty: 5820.121094
	Iteration 2Q: 3 clusters Score -1.760892e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -17609914.000000 Penalty: 5820.121094
	Iteration 3Q: 3 clusters Score -1.760991e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -17611126.000000 Penalty: 5820.121094
	Iteration 4Q: 3 clusters Score -1.761113e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70901 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -17612820.000000 Penalty: 5820.121094
	Iteration 5Q: 3 clusters Score -1.761282e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -17615512.000000 Penalty: 5820.121094
	Iteration 6Q: 3 clusters Score -1.761551e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -17619320.000000 Penalty: 5820.121094
	Iteration 7F: 3 clusters Score -1.761932e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -17625192.000000 Penalty: 5820.121094
	Iteration 8F: 3 clusters Score -1.762519e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -17632148.000000 Penalty: 5820.121094
	Iteration 9F: 3 clusters Score -1.763215e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101253 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -17638646.000000 Penalty: 5820.121094
	Iteration 10F: 3 clusters Score -1.763865e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -17643160.000000 Penalty: 5820.121094
	Iteration 11Q: 3 clusters Score -1.764316e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109360 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -17645916.000000 Penalty: 5820.121094
	Iteration 12Q: 3 clusters Score -1.764592e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112013 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -17647886.000000 Penalty: 5820.121094
	Iteration 13Q: 3 clusters Score -1.764789e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114194 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -17649384.000000 Penalty: 5820.121094
	Iteration 14Q: 3 clusters Score -1.764938e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115992 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -17650520.000000 Penalty: 5820.121094
	Iteration 15Q: 3 clusters Score -1.765052e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117399 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -17651336.000000 Penalty: 5820.121094
	Iteration 16Q: 3 clusters Score -1.765134e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118519 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -17651962.000000 Penalty: 5820.121094
	Iteration 17Q: 3 clusters Score -1.765196e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119452 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -17652518.000000 Penalty: 5820.121094
	Iteration 18Q: 3 clusters Score -1.765252e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120189 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -17652934.000000 Penalty: 5820.121094
	Iteration 19Q: 3 clusters Score -1.765293e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120763 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -17653314.000000 Penalty: 5820.121094
	Iteration 20F: 3 clusters Score -1.765331e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121191 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -17653500.000000 Penalty: 5820.121094
	Iteration 21Q: 3 clusters Score -1.76535e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121512 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -17653594.000000 Penalty: 5820.121094
	Iteration 22Q: 3 clusters Score -1.765359e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -17653700.000000 Penalty: 5820.121094
	Iteration 23Q: 3 clusters Score -1.76537e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121991 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -17653792.000000 Penalty: 5820.121094
	Iteration 24Q: 3 clusters Score -1.765379e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122170 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -17653874.000000 Penalty: 5820.121094
	Iteration 25Q: 3 clusters Score -1.765387e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122336 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -17653914.000000 Penalty: 5820.121094
	Iteration 26Q: 3 clusters Score -1.765391e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122484 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -17653982.000000 Penalty: 5820.121094
	Iteration 27Q: 3 clusters Score -1.765398e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122612 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -17654030.000000 Penalty: 5820.121094
	Iteration 28Q: 3 clusters Score -1.765403e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122713 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -17654066.000000 Penalty: 5820.121094
	Iteration 29Q: 3 clusters Score -1.765407e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122797 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -17654096.000000 Penalty: 5820.121094
	Iteration 30Q: 3 clusters Score -1.76541e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -17654132.000000 Penalty: 5820.121094
	Iteration 31Q: 3 clusters Score -1.765413e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122922 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -17654144.000000 Penalty: 5820.121094
	Iteration 32Q: 3 clusters Score -1.765414e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122974 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -17654156.000000 Penalty: 5820.121094
	Iteration 33Q: 3 clusters Score -1.765416e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123026 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -17654170.000000 Penalty: 5820.121094
	Iteration 34Q: 3 clusters Score -1.765417e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123071 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -17654180.000000 Penalty: 5820.121094
	Iteration 35Q: 3 clusters Score -1.765418e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123110 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -17654222.000000 Penalty: 5820.121094
	Iteration 36Q: 3 clusters Score -1.765422e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123143 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -17654240.000000 Penalty: 5820.121094
	Iteration 37Q: 3 clusters Score -1.765424e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123171 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -17654242.000000 Penalty: 5820.121094
	Iteration 38Q: 3 clusters Score -1.765424e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123197 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -17654236.000000 Penalty: 5820.121094
	Iteration 39Q: 3 clusters Score -1.765424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -17654256.000000 Penalty: 5820.121094
	Iteration 40F: 3 clusters Score -1.765426e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123259 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -17654234.000000 Penalty: 5820.121094
	Iteration 41Q: 3 clusters Score -1.765423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123286 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -17654234.000000 Penalty: 5820.121094
	Iteration 42Q: 3 clusters Score -1.765423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123309 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -17654242.000000 Penalty: 5820.121094
	Iteration 43Q: 3 clusters Score -1.765424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -17654260.000000 Penalty: 5820.121094
	Iteration 44Q: 3 clusters Score -1.765426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123343 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -17654250.000000 Penalty: 5820.121094
	Iteration 45Q: 3 clusters Score -1.765425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123360 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -17654248.000000 Penalty: 5820.121094
	Iteration 46Q: 3 clusters Score -1.765425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123376 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -17654264.000000 Penalty: 5820.121094
	Iteration 47Q: 3 clusters Score -1.765426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123393 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -17654268.000000 Penalty: 5820.121094
	Iteration 48Q: 3 clusters Score -1.765427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123403 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -17654270.000000 Penalty: 5820.121094
	Iteration 49Q: 3 clusters Score -1.765427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123413 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -17654260.000000 Penalty: 5820.121094
	Iteration 50Q: 3 clusters Score -1.765426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123427 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -17654258.000000 Penalty: 5820.121094
	Iteration 51Q: 3 clusters Score -1.765426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123439 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -17654258.000000 Penalty: 5820.121094
	Iteration 52Q: 3 clusters Score -1.765426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123446 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -17654258.000000 Penalty: 5820.121094
	Iteration 53Q: 3 clusters Score -1.765426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123456 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -17654246.000000 Penalty: 5820.121094
	Iteration 54Q: 3 clusters Score -1.765425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123461 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -17654236.000000 Penalty: 5820.121094
	Iteration 55Q: 3 clusters Score -1.765424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123461 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -17654240.000000 Penalty: 5820.121094
	Iteration 56Q: 3 clusters Score -1.765424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123465 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -17654252.000000 Penalty: 5820.121094
	Iteration 57Q: 3 clusters Score -1.765425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -17654254.000000 Penalty: 5820.121094
	Iteration 58Q: 3 clusters Score -1.765425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123480 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -17654266.000000 Penalty: 5820.121094
	Iteration 59Q: 3 clusters Score -1.765427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123492 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -17654252.000000 Penalty: 5820.121094
	Iteration 60F: 3 clusters Score -1.765425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123503 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -17654250.000000 Penalty: 5820.121094
	Iteration 61Q: 3 clusters Score -1.765425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123516 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -17654268.000000 Penalty: 5820.121094
	Iteration 62Q: 3 clusters Score -1.765427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123524 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -17654264.000000 Penalty: 5820.121094
	Iteration 63Q: 3 clusters Score -1.765426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123528 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -17654266.000000 Penalty: 5820.121094
	Iteration 64Q: 3 clusters Score -1.765427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123530 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -17654258.000000 Penalty: 5820.121094
	Iteration 65Q: 3 clusters Score -1.765426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123531 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -17654260.000000 Penalty: 5820.121094
	Iteration 66Q: 3 clusters Score -1.765426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123532 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -17654260.000000 Penalty: 5820.121094
	Iteration 67Q: 3 clusters Score -1.765426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123534 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -17654260.000000 Penalty: 5820.121094
	Iteration 68Q: 3 clusters Score -1.765426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123536 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -17654266.000000 Penalty: 5820.121094
	Iteration 69Q: 3 clusters Score -1.765427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123540 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -17654266.000000 Penalty: 5820.121094
	Iteration 70Q: 3 clusters Score -1.765427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123543 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -17654282.000000 Penalty: 5820.121094
	Iteration 71Q: 3 clusters Score -1.765428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123547 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -17654272.000000 Penalty: 5820.121094
	Iteration 72Q: 3 clusters Score -1.765427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123553 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -17654276.000000 Penalty: 5820.121094
	Iteration 73Q: 3 clusters Score -1.765428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123555 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17654260.000000 Penalty: 5820.121094
	Iteration 74Q: 3 clusters Score -1.765426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123555 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17654260.000000 Penalty: 5820.121094
	Iteration 75F: 3 clusters Score -1.765426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -154598.687500 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -154598.7 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 577 members 
Entering Unmasked Estep 
Score: -152586.843750 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -152586.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -152872.828125 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -152872.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152954.656250 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -152954.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -153012.765625 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -153012.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -153045.484375 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -153045.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -153070.796875 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -153070.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -153093.984375 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -153094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -153114.625000 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -153114.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -153137.750000 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -153137.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -153175.578125 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -153175.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -153187.156250 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -153187.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -153197.750000 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -153197.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -153205.937500 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -153205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -153211.375000 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -153211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -153215.484375 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -153215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -153220.578125 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -153220.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -153226.750000 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -153226.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -153234.031250 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -153234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -153240.062500 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -153240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -153253.593750 Penalty: 3478.902100
	Iteration 19Q: 3 clusters Score -153253.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -153267.250000 Penalty: 3478.902100
	Iteration 20F: 3 clusters Score -153267.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -153284.828125 Penalty: 3478.902100
	Iteration 21Q: 3 clusters Score -153284.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -153311.421875 Penalty: 3478.902100
	Iteration 22Q: 3 clusters Score -153311.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -153333.875000 Penalty: 3478.902100
	Iteration 23Q: 3 clusters Score -153333.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -153355.218750 Penalty: 3478.902100
	Iteration 24Q: 3 clusters Score -153355.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -153380.265625 Penalty: 3478.902100
	Iteration 25Q: 3 clusters Score -153380.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -153398.687500 Penalty: 3478.902100
	Iteration 26Q: 3 clusters Score -153398.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -153410.031250 Penalty: 3478.902100
	Iteration 27Q: 3 clusters Score -153410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153418.078125 Penalty: 3478.902100
	Iteration 28Q: 3 clusters Score -153418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -153429.046875 Penalty: 3478.902100
	Iteration 29Q: 3 clusters Score -153429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -153437.531250 Penalty: 3478.902100
	Iteration 30Q: 3 clusters Score -153437.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -153443.859375 Penalty: 3478.902100
	Iteration 31Q: 3 clusters Score -153443.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -153454.390625 Penalty: 3478.902100
	Iteration 32Q: 3 clusters Score -153454.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -153461.812500 Penalty: 3478.902100
	Iteration 33Q: 3 clusters Score -153461.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -153476.125000 Penalty: 3478.902100
	Iteration 34Q: 3 clusters Score -153476.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -153490.328125 Penalty: 3478.902100
	Iteration 35Q: 3 clusters Score -153490.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -153501.921875 Penalty: 3478.902100
	Iteration 36Q: 3 clusters Score -153501.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -153515.062500 Penalty: 3478.902100
	Iteration 37Q: 3 clusters Score -153515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -153521.437500 Penalty: 3478.902100
	Iteration 38Q: 3 clusters Score -153521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -153526.078125 Penalty: 3478.902100
	Iteration 39Q: 3 clusters Score -153526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -153533.281250 Penalty: 3478.902100
	Iteration 40F: 3 clusters Score -153533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -153536.375000 Penalty: 3478.902100
	Iteration 41Q: 3 clusters Score -153536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -153536.375000 Penalty: 3478.902100
	Iteration 42F: 3 clusters Score -153536.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Entering Unmasked Estep 
Score: -512490.062500 Penalty: 2040.190308
	Iteration 0F: 2 clusters Score -512490.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -508760.937500 Penalty: 4080.380615
	Iteration 0F: 3 clusters Score -508760.9 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -509568.250000 Penalty: 4080.380615
	Iteration 1F: 3 clusters Score -509568.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -509728.906250 Penalty: 4080.380615
	Iteration 2F: 3 clusters Score -509728.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -509822.343750 Penalty: 4080.380615
	Iteration 3Q: 3 clusters Score -509822.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -509884.625000 Penalty: 4080.380615
	Iteration 4Q: 3 clusters Score -509884.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -509937.218750 Penalty: 4080.380615
	Iteration 5Q: 3 clusters Score -509937.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -509985.218750 Penalty: 4080.380615
	Iteration 6Q: 3 clusters Score -509985.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -510023.437500 Penalty: 4080.380615
	Iteration 7Q: 3 clusters Score -510023.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -510052.718750 Penalty: 4080.380615
	Iteration 8Q: 3 clusters Score -510052.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -510078.906250 Penalty: 4080.380615
	Iteration 9Q: 3 clusters Score -510078.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -510103.781250 Penalty: 4080.380615
	Iteration 10Q: 3 clusters Score -510103.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -510122.062500 Penalty: 4080.380615
	Iteration 11Q: 3 clusters Score -510122.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -510138.625000 Penalty: 4080.380615
	Iteration 12Q: 3 clusters Score -510138.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -510150.093750 Penalty: 4080.380615
	Iteration 13Q: 3 clusters Score -510150.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -510157.781250 Penalty: 4080.380615
	Iteration 14Q: 3 clusters Score -510157.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -510165.937500 Penalty: 4080.380615
	Iteration 15Q: 3 clusters Score -510165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -510173.250000 Penalty: 4080.380615
	Iteration 16Q: 3 clusters Score -510173.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -510180.687500 Penalty: 4080.380615
	Iteration 17Q: 3 clusters Score -510180.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -510189.281250 Penalty: 4080.380615
	Iteration 18Q: 3 clusters Score -510189.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -510198.656250 Penalty: 4080.380615
	Iteration 19Q: 3 clusters Score -510198.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -510207.031250 Penalty: 4080.380615
	Iteration 20F: 3 clusters Score -510207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -510211.500000 Penalty: 4080.380615
	Iteration 21Q: 3 clusters Score -510211.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -510215.343750 Penalty: 4080.380615
	Iteration 22Q: 3 clusters Score -510215.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -510216.906250 Penalty: 4080.380615
	Iteration 23Q: 3 clusters Score -510216.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -510219.093750 Penalty: 4080.380615
	Iteration 24Q: 3 clusters Score -510219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -510221.312500 Penalty: 4080.380615
	Iteration 25Q: 3 clusters Score -510221.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -510226.437500 Penalty: 4080.380615
	Iteration 26Q: 3 clusters Score -510226.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -510233.312500 Penalty: 4080.380615
	Iteration 27Q: 3 clusters Score -510233.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -510239.562500 Penalty: 4080.380615
	Iteration 28Q: 3 clusters Score -510239.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -510244.968750 Penalty: 4080.380615
	Iteration 29Q: 3 clusters Score -510245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -510257.218750 Penalty: 4080.380615
	Iteration 30Q: 3 clusters Score -510257.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -510266.843750 Penalty: 4080.380615
	Iteration 31Q: 3 clusters Score -510266.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -510273.531250 Penalty: 4080.380615
	Iteration 32Q: 3 clusters Score -510273.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -510283.687500 Penalty: 4080.380615
	Iteration 33Q: 3 clusters Score -510283.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -510295.125000 Penalty: 4080.380615
	Iteration 34Q: 3 clusters Score -510295.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -510308.500000 Penalty: 4080.380615
	Iteration 35Q: 3 clusters Score -510308.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -510320.312500 Penalty: 4080.380615
	Iteration 36Q: 3 clusters Score -510320.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -510331.937500 Penalty: 4080.380615
	Iteration 37Q: 3 clusters Score -510331.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -510342.031250 Penalty: 4080.380615
	Iteration 38Q: 3 clusters Score -510342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -510351.218750 Penalty: 4080.380615
	Iteration 39Q: 3 clusters Score -510351.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -510357.312500 Penalty: 4080.380615
	Iteration 40F: 3 clusters Score -510357.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -510362.437500 Penalty: 4080.380615
	Iteration 41Q: 3 clusters Score -510362.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -510368.625000 Penalty: 4080.380615
	Iteration 42Q: 3 clusters Score -510368.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -510375.125000 Penalty: 4080.380615
	Iteration 43Q: 3 clusters Score -510375.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -510381.656250 Penalty: 4080.380615
	Iteration 44Q: 3 clusters Score -510381.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -510391.968750 Penalty: 4080.380615
	Iteration 45Q: 3 clusters Score -510392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -510401.750000 Penalty: 4080.380615
	Iteration 46Q: 3 clusters Score -510401.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -510418.093750 Penalty: 4080.380615
	Iteration 47Q: 3 clusters Score -510418.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -510437.000000 Penalty: 4080.380615
	Iteration 48Q: 3 clusters Score -510437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -510451.875000 Penalty: 4080.380615
	Iteration 49Q: 3 clusters Score -510451.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -510465.968750 Penalty: 4080.380615
	Iteration 50Q: 3 clusters Score -510466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -510472.250000 Penalty: 4080.380615
	Iteration 51Q: 3 clusters Score -510472.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -510480.312500 Penalty: 4080.380615
	Iteration 52Q: 3 clusters Score -510480.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -510488.500000 Penalty: 4080.380615
	Iteration 53Q: 3 clusters Score -510488.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -510498.437500 Penalty: 4080.380615
	Iteration 54Q: 3 clusters Score -510498.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -510506.500000 Penalty: 4080.380615
	Iteration 55Q: 3 clusters Score -510506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -510513.812500 Penalty: 4080.380615
	Iteration 56Q: 3 clusters Score -510513.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -510520.437500 Penalty: 4080.380615
	Iteration 57Q: 3 clusters Score -510520.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -510524.593750 Penalty: 4080.380615
	Iteration 58Q: 3 clusters Score -510524.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -510527.843750 Penalty: 4080.380615
	Iteration 59Q: 3 clusters Score -510527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -510533.375000 Penalty: 4080.380615
	Iteration 60F: 3 clusters Score -510533.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -510541.062500 Penalty: 4080.380615
	Iteration 61Q: 3 clusters Score -510541.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -510547.593750 Penalty: 4080.380615
	Iteration 62Q: 3 clusters Score -510547.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -510552.343750 Penalty: 4080.380615
	Iteration 63Q: 3 clusters Score -510552.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -510557.781250 Penalty: 4080.380615
	Iteration 64Q: 3 clusters Score -510557.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -510560.312500 Penalty: 4080.380615
	Iteration 65Q: 3 clusters Score -510560.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -510566.375000 Penalty: 4080.380615
	Iteration 66Q: 3 clusters Score -510566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -510567.718750 Penalty: 4080.380615
	Iteration 67Q: 3 clusters Score -510567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -510569.156250 Penalty: 4080.380615
	Iteration 68Q: 3 clusters Score -510569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -510569.593750 Penalty: 4080.380615
	Iteration 69Q: 3 clusters Score -510569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -510571.031250 Penalty: 4080.380615
	Iteration 70Q: 3 clusters Score -510571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -510573.312500 Penalty: 4080.380615
	Iteration 71Q: 3 clusters Score -510573.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -510577.312500 Penalty: 4080.380615
	Iteration 72Q: 3 clusters Score -510577.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -510583.062500 Penalty: 4080.380615
	Iteration 73Q: 3 clusters Score -510583.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -510589.406250 Penalty: 4080.380615
	Iteration 74Q: 3 clusters Score -510589.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -510593.500000 Penalty: 4080.380615
	Iteration 75Q: 3 clusters Score -510593.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -510602.562500 Penalty: 4080.380615
	Iteration 76Q: 3 clusters Score -510602.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -510611.875000 Penalty: 4080.380615
	Iteration 77Q: 3 clusters Score -510611.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -510619.687500 Penalty: 4080.380615
	Iteration 78Q: 3 clusters Score -510619.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -510632.500000 Penalty: 4080.380615
	Iteration 79Q: 3 clusters Score -510632.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -510648.437500 Penalty: 4080.380615
	Iteration 80F: 3 clusters Score -510648.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -510664.312500 Penalty: 4080.380615
	Iteration 81Q: 3 clusters Score -510664.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -510669.281250 Penalty: 4080.380615
	Iteration 82Q: 3 clusters Score -510669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -510673.437500 Penalty: 4080.380615
	Iteration 83Q: 3 clusters Score -510673.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -510679.718750 Penalty: 4080.380615
	Iteration 84Q: 3 clusters Score -510679.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -510688.093750 Penalty: 4080.380615
	Iteration 85Q: 3 clusters Score -510688.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -510698.125000 Penalty: 4080.380615
	Iteration 86Q: 3 clusters Score -510698.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -510703.312500 Penalty: 4080.380615
	Iteration 87Q: 3 clusters Score -510703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -510711.093750 Penalty: 4080.380615
	Iteration 88Q: 3 clusters Score -510711.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -510723.218750 Penalty: 4080.380615
	Iteration 89Q: 3 clusters Score -510723.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -510732.187500 Penalty: 4080.380615
	Iteration 90Q: 3 clusters Score -510732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -510744.312500 Penalty: 4080.380615
	Iteration 91Q: 3 clusters Score -510744.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -510751.218750 Penalty: 4080.380615
	Iteration 92Q: 3 clusters Score -510751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -510758.687500 Penalty: 4080.380615
	Iteration 93Q: 3 clusters Score -510758.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -510770.125000 Penalty: 4080.380615
	Iteration 94Q: 3 clusters Score -510770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -510775.000000 Penalty: 4080.380615
	Iteration 95Q: 3 clusters Score -510775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -510781.031250 Penalty: 4080.380615
	Iteration 96Q: 3 clusters Score -510781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -510786.718750 Penalty: 4080.380615
	Iteration 97Q: 3 clusters Score -510786.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -510791.812500 Penalty: 4080.380615
	Iteration 98Q: 3 clusters Score -510791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -510794.593750 Penalty: 4080.380615
	Iteration 99Q: 3 clusters Score -510794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -510798.968750 Penalty: 4080.380615
	Iteration 100F: 3 clusters Score -510799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -510799.093750 Penalty: 4080.380615
	Iteration 101Q: 3 clusters Score -510799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -510799.093750 Penalty: 4080.380615
	Iteration 102F: 3 clusters Score -510799.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -22629.263672 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -22629.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21536.703125 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -21536.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21635.425781 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -21635.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21665.816406 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -21665.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21680.230469 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -21680.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21680.230469 Penalty: 2635.350342
	Iteration 4F: 3 clusters Score -21680.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -160768.843750 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -160768.8 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 608 members 
Entering Unmasked Estep 
Score: -158712.328125 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -158712.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -158997.156250 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -158997.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -159084.625000 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -159084.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -159145.890625 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -159145.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -159206.531250 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -159206.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -159249.921875 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -159249.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -159302.296875 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -159302.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159353.609375 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -159353.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -159414.250000 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -159414.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -159443.343750 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -159443.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -159479.640625 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -159479.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -159530.000000 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -159530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -159588.046875 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -159588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -159662.593750 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -159662.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -159732.390625 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -159732.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -159796.656250 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -159796.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -159841.156250 Penalty: 3501.996338
	Iteration 16Q: 3 clusters Score -159841.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -159882.687500 Penalty: 3501.996338
	Iteration 17Q: 3 clusters Score -159882.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -159908.828125 Penalty: 3501.996338
	Iteration 18Q: 3 clusters Score -159908.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -159923.890625 Penalty: 3501.996338
	Iteration 19Q: 3 clusters Score -159923.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -159935.250000 Penalty: 3501.996338
	Iteration 20F: 3 clusters Score -159935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -159940.703125 Penalty: 3501.996338
	Iteration 21Q: 3 clusters Score -159940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -159948.703125 Penalty: 3501.996338
	Iteration 22Q: 3 clusters Score -159948.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -159954.843750 Penalty: 3501.996338
	Iteration 23Q: 3 clusters Score -159954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -159961.921875 Penalty: 3501.996338
	Iteration 24Q: 3 clusters Score -159961.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -159970.781250 Penalty: 3501.996338
	Iteration 25Q: 3 clusters Score -159970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -159977.953125 Penalty: 3501.996338
	Iteration 26Q: 3 clusters Score -159978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -159984.562500 Penalty: 3501.996338
	Iteration 27Q: 3 clusters Score -159984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -159994.328125 Penalty: 3501.996338
	Iteration 28Q: 3 clusters Score -159994.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -160007.953125 Penalty: 3501.996338
	Iteration 29Q: 3 clusters Score -160008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -160013.937500 Penalty: 3501.996338
	Iteration 30Q: 3 clusters Score -160013.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -160020.328125 Penalty: 3501.996338
	Iteration 31Q: 3 clusters Score -160020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -160028.625000 Penalty: 3501.996338
	Iteration 32Q: 3 clusters Score -160028.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -160031.953125 Penalty: 3501.996338
	Iteration 33Q: 3 clusters Score -160032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -160032.890625 Penalty: 3501.996338
	Iteration 34Q: 3 clusters Score -160032.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -160036.765625 Penalty: 3501.996338
	Iteration 35Q: 3 clusters Score -160036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -160038.984375 Penalty: 3501.996338
	Iteration 36Q: 3 clusters Score -160039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -160039.859375 Penalty: 3501.996338
	Iteration 37Q: 3 clusters Score -160039.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -160039.859375 Penalty: 3501.996338
	Iteration 38F: 3 clusters Score -160039.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Entering Unmasked Estep 
Score: -5646721.000000 Penalty: 2626.079834
	Iteration 0F: 2 clusters Score -5646721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5619874.500000 Penalty: 5252.159668
	Iteration 0F: 3 clusters Score -5619874 nChanged 18122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -5629724.000000 Penalty: 5252.159668
	Iteration 1F: 3 clusters Score -5629724 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -5630245.500000 Penalty: 5252.159668
	Iteration 2Q: 3 clusters Score -5630246 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -5630951.000000 Penalty: 5252.159668
	Iteration 3Q: 3 clusters Score -5630951 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -5631710.500000 Penalty: 5252.159668
	Iteration 4Q: 3 clusters Score -5631710 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -5632719.000000 Penalty: 5252.159668
	Iteration 5Q: 3 clusters Score -5632719 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -5634044.500000 Penalty: 5252.159668
	Iteration 6F: 3 clusters Score -5634044 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -5635779.000000 Penalty: 5252.159668
	Iteration 7F: 3 clusters Score -5635779 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -5637822.500000 Penalty: 5252.159668
	Iteration 8F: 3 clusters Score -5637822 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -5639846.000000 Penalty: 5252.159668
	Iteration 9F: 3 clusters Score -5639846 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -5641100.000000 Penalty: 5252.159668
	Iteration 10F: 3 clusters Score -5641100 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -5641703.500000 Penalty: 5252.159668
	Iteration 11Q: 3 clusters Score -5641704 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -5641993.000000 Penalty: 5252.159668
	Iteration 12Q: 3 clusters Score -5641993 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -5642130.500000 Penalty: 5252.159668
	Iteration 13Q: 3 clusters Score -5642130 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -5642210.500000 Penalty: 5252.159668
	Iteration 14Q: 3 clusters Score -5642210 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -5642260.500000 Penalty: 5252.159668
	Iteration 15Q: 3 clusters Score -5642260 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -5642293.500000 Penalty: 5252.159668
	Iteration 16Q: 3 clusters Score -5642294 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5642344.500000 Penalty: 5252.159668
	Iteration 17Q: 3 clusters Score -5642344 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -5642393.000000 Penalty: 5252.159668
	Iteration 18Q: 3 clusters Score -5642393 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -5642395.000000 Penalty: 5252.159668
	Iteration 19Q: 3 clusters Score -5642395 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -5642421.500000 Penalty: 5252.159668
	Iteration 20F: 3 clusters Score -5642422 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -5642449.000000 Penalty: 5252.159668
	Iteration 21Q: 3 clusters Score -5642449 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -5642467.000000 Penalty: 5252.159668
	Iteration 22Q: 3 clusters Score -5642467 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -5642485.500000 Penalty: 5252.159668
	Iteration 23Q: 3 clusters Score -5642486 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -5642478.500000 Penalty: 5252.159668
	Iteration 24Q: 3 clusters Score -5642478 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5642522.000000 Penalty: 5252.159668
	Iteration 25Q: 3 clusters Score -5642522 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -5642550.000000 Penalty: 5252.159668
	Iteration 26Q: 3 clusters Score -5642550 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -5642564.000000 Penalty: 5252.159668
	Iteration 27Q: 3 clusters Score -5642564 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -5642580.500000 Penalty: 5252.159668
	Iteration 28Q: 3 clusters Score -5642580 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -5642613.000000 Penalty: 5252.159668
	Iteration 29Q: 3 clusters Score -5642613 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -5642639.000000 Penalty: 5252.159668
	Iteration 30Q: 3 clusters Score -5642639 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -5642681.000000 Penalty: 5252.159668
	Iteration 31Q: 3 clusters Score -5642681 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -5642684.000000 Penalty: 5252.159668
	Iteration 32Q: 3 clusters Score -5642684 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -5642699.500000 Penalty: 5252.159668
	Iteration 33Q: 3 clusters Score -5642700 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -5642728.500000 Penalty: 5252.159668
	Iteration 34Q: 3 clusters Score -5642728 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -5642737.500000 Penalty: 5252.159668
	Iteration 35Q: 3 clusters Score -5642738 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -5642768.000000 Penalty: 5252.159668
	Iteration 36Q: 3 clusters Score -5642768 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -5642787.000000 Penalty: 5252.159668
	Iteration 37Q: 3 clusters Score -5642787 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -5642799.500000 Penalty: 5252.159668
	Iteration 38Q: 3 clusters Score -5642800 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -5642795.500000 Penalty: 5252.159668
	Iteration 39Q: 3 clusters Score -5642796 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -5642815.000000 Penalty: 5252.159668
	Iteration 40F: 3 clusters Score -5642815 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -5642830.500000 Penalty: 5252.159668
	Iteration 41Q: 3 clusters Score -5642830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -5642809.500000 Penalty: 5252.159668
	Iteration 42Q: 3 clusters Score -5642810 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -5642830.500000 Penalty: 5252.159668
	Iteration 43Q: 3 clusters Score -5642830 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -5642853.000000 Penalty: 5252.159668
	Iteration 44Q: 3 clusters Score -5642853 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -5642871.000000 Penalty: 5252.159668
	Iteration 45Q: 3 clusters Score -5642871 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -5642899.000000 Penalty: 5252.159668
	Iteration 46Q: 3 clusters Score -5642899 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -5642938.500000 Penalty: 5252.159668
	Iteration 47Q: 3 clusters Score -5642938 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -5642933.000000 Penalty: 5252.159668
	Iteration 48Q: 3 clusters Score -5642933 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -5642935.000000 Penalty: 5252.159668
	Iteration 49Q: 3 clusters Score -5642935 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -5642939.500000 Penalty: 5252.159668
	Iteration 50Q: 3 clusters Score -5642940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -5642964.000000 Penalty: 5252.159668
	Iteration 51Q: 3 clusters Score -5642964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -5642966.500000 Penalty: 5252.159668
	Iteration 52Q: 3 clusters Score -5642966 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -5642970.500000 Penalty: 5252.159668
	Iteration 53Q: 3 clusters Score -5642970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -5642977.000000 Penalty: 5252.159668
	Iteration 54Q: 3 clusters Score -5642977 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -5642989.000000 Penalty: 5252.159668
	Iteration 55Q: 3 clusters Score -5642989 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -5643014.000000 Penalty: 5252.159668
	Iteration 56Q: 3 clusters Score -5643014 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -5643017.000000 Penalty: 5252.159668
	Iteration 57Q: 3 clusters Score -5643017 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -5643037.000000 Penalty: 5252.159668
	Iteration 58Q: 3 clusters Score -5643037 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -5643043.500000 Penalty: 5252.159668
	Iteration 59Q: 3 clusters Score -5643044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -5643063.000000 Penalty: 5252.159668
	Iteration 60F: 3 clusters Score -5643063 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -5643066.000000 Penalty: 5252.159668
	Iteration 61Q: 3 clusters Score -5643066 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -5643091.500000 Penalty: 5252.159668
	Iteration 62Q: 3 clusters Score -5643092 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -5643117.000000 Penalty: 5252.159668
	Iteration 63Q: 3 clusters Score -5643117 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -5643131.500000 Penalty: 5252.159668
	Iteration 64Q: 3 clusters Score -5643132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -5643156.000000 Penalty: 5252.159668
	Iteration 65Q: 3 clusters Score -5643156 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -5643183.000000 Penalty: 5252.159668
	Iteration 66Q: 3 clusters Score -5643183 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -5643216.000000 Penalty: 5252.159668
	Iteration 67Q: 3 clusters Score -5643216 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -5643221.500000 Penalty: 5252.159668
	Iteration 68Q: 3 clusters Score -5643222 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -5643245.500000 Penalty: 5252.159668
	Iteration 69Q: 3 clusters Score -5643246 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -5643252.500000 Penalty: 5252.159668
	Iteration 70Q: 3 clusters Score -5643252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -5643267.500000 Penalty: 5252.159668
	Iteration 71Q: 3 clusters Score -5643268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -5643282.500000 Penalty: 5252.159668
	Iteration 72Q: 3 clusters Score -5643282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -5643292.500000 Penalty: 5252.159668
	Iteration 73Q: 3 clusters Score -5643292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -5643309.500000 Penalty: 5252.159668
	Iteration 74Q: 3 clusters Score -5643310 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -5643328.500000 Penalty: 5252.159668
	Iteration 75Q: 3 clusters Score -5643328 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -5643345.000000 Penalty: 5252.159668
	Iteration 76Q: 3 clusters Score -5643345 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -5643368.500000 Penalty: 5252.159668
	Iteration 77Q: 3 clusters Score -5643368 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -5643400.000000 Penalty: 5252.159668
	Iteration 78Q: 3 clusters Score -5643400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -5643433.000000 Penalty: 5252.159668
	Iteration 79Q: 3 clusters Score -5643433 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -5643449.500000 Penalty: 5252.159668
	Iteration 80F: 3 clusters Score -5643450 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -5643491.000000 Penalty: 5252.159668
	Iteration 81Q: 3 clusters Score -5643491 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -5643521.500000 Penalty: 5252.159668
	Iteration 82Q: 3 clusters Score -5643522 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -5643545.500000 Penalty: 5252.159668
	Iteration 83Q: 3 clusters Score -5643546 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -5643569.500000 Penalty: 5252.159668
	Iteration 84Q: 3 clusters Score -5643570 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -5643590.000000 Penalty: 5252.159668
	Iteration 85Q: 3 clusters Score -5643590 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -5643626.500000 Penalty: 5252.159668
	Iteration 86Q: 3 clusters Score -5643626 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -5643648.500000 Penalty: 5252.159668
	Iteration 87Q: 3 clusters Score -5643648 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -5643666.500000 Penalty: 5252.159668
	Iteration 88Q: 3 clusters Score -5643666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -5643681.000000 Penalty: 5252.159668
	Iteration 89Q: 3 clusters Score -5643681 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -5643693.000000 Penalty: 5252.159668
	Iteration 90Q: 3 clusters Score -5643693 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -5643708.000000 Penalty: 5252.159668
	Iteration 91Q: 3 clusters Score -5643708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -5643719.000000 Penalty: 5252.159668
	Iteration 92Q: 3 clusters Score -5643719 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -5643732.000000 Penalty: 5252.159668
	Iteration 93Q: 3 clusters Score -5643732 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -5643749.500000 Penalty: 5252.159668
	Iteration 94Q: 3 clusters Score -5643750 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -5643758.500000 Penalty: 5252.159668
	Iteration 95Q: 3 clusters Score -5643758 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -5643788.500000 Penalty: 5252.159668
	Iteration 96Q: 3 clusters Score -5643788 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -5643839.000000 Penalty: 5252.159668
	Iteration 97Q: 3 clusters Score -5643839 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -5643878.500000 Penalty: 5252.159668
	Iteration 98Q: 3 clusters Score -5643878 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -5643887.000000 Penalty: 5252.159668
	Iteration 99Q: 3 clusters Score -5643887 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -5643936.500000 Penalty: 5252.159668
	Iteration 100F: 3 clusters Score -5643936 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -5643966.000000 Penalty: 5252.159668
	Iteration 101Q: 3 clusters Score -5643966 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -5644010.500000 Penalty: 5252.159668
	Iteration 102Q: 3 clusters Score -5644010 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -5644060.500000 Penalty: 5252.159668
	Iteration 103Q: 3 clusters Score -5644060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -5644095.500000 Penalty: 5252.159668
	Iteration 104Q: 3 clusters Score -5644096 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -5644125.500000 Penalty: 5252.159668
	Iteration 105Q: 3 clusters Score -5644126 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -5644168.000000 Penalty: 5252.159668
	Iteration 106Q: 3 clusters Score -5644168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -5644169.000000 Penalty: 5252.159668
	Iteration 107Q: 3 clusters Score -5644169 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -5644186.500000 Penalty: 5252.159668
	Iteration 108Q: 3 clusters Score -5644186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -5644197.500000 Penalty: 5252.159668
	Iteration 109Q: 3 clusters Score -5644198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -5644217.000000 Penalty: 5252.159668
	Iteration 110Q: 3 clusters Score -5644217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -5644231.500000 Penalty: 5252.159668
	Iteration 111Q: 3 clusters Score -5644232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -5644244.500000 Penalty: 5252.159668
	Iteration 112Q: 3 clusters Score -5644244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -5644268.500000 Penalty: 5252.159668
	Iteration 113Q: 3 clusters Score -5644268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -5644273.500000 Penalty: 5252.159668
	Iteration 114Q: 3 clusters Score -5644274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -5644293.000000 Penalty: 5252.159668
	Iteration 115Q: 3 clusters Score -5644293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -5644309.500000 Penalty: 5252.159668
	Iteration 116Q: 3 clusters Score -5644310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -5644314.500000 Penalty: 5252.159668
	Iteration 117Q: 3 clusters Score -5644314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -5644314.500000 Penalty: 5252.159668
	Iteration 118Q: 3 clusters Score -5644314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -5644324.000000 Penalty: 5252.159668
	Iteration 119Q: 3 clusters Score -5644324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -5644335.000000 Penalty: 5252.159668
	Iteration 120F: 3 clusters Score -5644335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -5644339.000000 Penalty: 5252.159668
	Iteration 121Q: 3 clusters Score -5644339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -5644348.500000 Penalty: 5252.159668
	Iteration 122Q: 3 clusters Score -5644348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5644348.500000 Penalty: 5252.159668
	Iteration 123Q: 3 clusters Score -5644348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -5644356.000000 Penalty: 5252.159668
	Iteration 124Q: 3 clusters Score -5644356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -5644342.500000 Penalty: 5252.159668
	Iteration 125Q: 3 clusters Score -5644342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -5644360.000000 Penalty: 5252.159668
	Iteration 126Q: 3 clusters Score -5644360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -5644364.000000 Penalty: 5252.159668
	Iteration 127Q: 3 clusters Score -5644364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5644365.500000 Penalty: 5252.159668
	Iteration 128Q: 3 clusters Score -5644366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -5644376.500000 Penalty: 5252.159668
	Iteration 129Q: 3 clusters Score -5644376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -5644384.500000 Penalty: 5252.159668
	Iteration 130Q: 3 clusters Score -5644384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5644399.500000 Penalty: 5252.159668
	Iteration 131Q: 3 clusters Score -5644400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -5644402.000000 Penalty: 5252.159668
	Iteration 132Q: 3 clusters Score -5644402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -5644393.500000 Penalty: 5252.159668
	Iteration 133Q: 3 clusters Score -5644394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -5644397.000000 Penalty: 5252.159668
	Iteration 134Q: 3 clusters Score -5644397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -5644397.500000 Penalty: 5252.159668
	Iteration 135Q: 3 clusters Score -5644398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -5644413.500000 Penalty: 5252.159668
	Iteration 136Q: 3 clusters Score -5644414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -5644408.000000 Penalty: 5252.159668
	Iteration 137Q: 3 clusters Score -5644408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -5644404.000000 Penalty: 5252.159668
	Iteration 138Q: 3 clusters Score -5644404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -5644405.500000 Penalty: 5252.159668
	Iteration 139Q: 3 clusters Score -5644406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -5644415.500000 Penalty: 5252.159668
	Iteration 140F: 3 clusters Score -5644416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5644425.500000 Penalty: 5252.159668
	Iteration 141Q: 3 clusters Score -5644426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -5644419.500000 Penalty: 5252.159668
	Iteration 142Q: 3 clusters Score -5644420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -5644428.000000 Penalty: 5252.159668
	Iteration 143Q: 3 clusters Score -5644428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -5644431.500000 Penalty: 5252.159668
	Iteration 144Q: 3 clusters Score -5644432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -5644432.000000 Penalty: 5252.159668
	Iteration 145Q: 3 clusters Score -5644432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -5644432.500000 Penalty: 5252.159668
	Iteration 146Q: 3 clusters Score -5644432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -5644427.500000 Penalty: 5252.159668
	Iteration 147Q: 3 clusters Score -5644428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -5644439.000000 Penalty: 5252.159668
	Iteration 148Q: 3 clusters Score -5644439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -5644445.500000 Penalty: 5252.159668
	Iteration 149Q: 3 clusters Score -5644446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -5644443.500000 Penalty: 5252.159668
	Iteration 150Q: 3 clusters Score -5644444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -5644443.000000 Penalty: 5252.159668
	Iteration 151Q: 3 clusters Score -5644443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -5644442.500000 Penalty: 5252.159668
	Iteration 152Q: 3 clusters Score -5644442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -5644441.000000 Penalty: 5252.159668
	Iteration 153Q: 3 clusters Score -5644441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -5644446.000000 Penalty: 5252.159668
	Iteration 154Q: 3 clusters Score -5644446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -5644451.500000 Penalty: 5252.159668
	Iteration 155Q: 3 clusters Score -5644452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -5644448.000000 Penalty: 5252.159668
	Iteration 156Q: 3 clusters Score -5644448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -5644451.500000 Penalty: 5252.159668
	Iteration 157Q: 3 clusters Score -5644452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -5644460.500000 Penalty: 5252.159668
	Iteration 158Q: 3 clusters Score -5644460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -5644460.000000 Penalty: 5252.159668
	Iteration 159Q: 3 clusters Score -5644460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -5644463.000000 Penalty: 5252.159668
	Iteration 160F: 3 clusters Score -5644463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -5644458.500000 Penalty: 5252.159668
	Iteration 161Q: 3 clusters Score -5644458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -5644464.500000 Penalty: 5252.159668
	Iteration 162Q: 3 clusters Score -5644464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -5644467.000000 Penalty: 5252.159668
	Iteration 163Q: 3 clusters Score -5644467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -5644468.000000 Penalty: 5252.159668
	Iteration 164Q: 3 clusters Score -5644468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -5644465.000000 Penalty: 5252.159668
	Iteration 165Q: 3 clusters Score -5644465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -5644463.500000 Penalty: 5252.159668
	Iteration 166Q: 3 clusters Score -5644464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -5644466.500000 Penalty: 5252.159668
	Iteration 167Q: 3 clusters Score -5644466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -5644466.000000 Penalty: 5252.159668
	Iteration 168Q: 3 clusters Score -5644466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -5644463.000000 Penalty: 5252.159668
	Iteration 169Q: 3 clusters Score -5644463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -5644463.000000 Penalty: 5252.159668
	Iteration 170F: 3 clusters Score -5644463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (101000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101000 members 
Entering Unmasked Estep 
Score: -14352590.000000 Penalty: 2857.673096
	Iteration 0F: 2 clusters Score -1.435259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -14285295.000000 Penalty: 5715.346191
	Iteration 0F: 3 clusters Score -1.42853e+07 nChanged 47914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -14313096.000000 Penalty: 5715.346191
	Iteration 1F: 3 clusters Score -1.43131e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -14314203.000000 Penalty: 5715.346191
	Iteration 2Q: 3 clusters Score -1.43142e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -14315552.000000 Penalty: 5715.346191
	Iteration 3Q: 3 clusters Score -1.431555e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -14316888.000000 Penalty: 5715.346191
	Iteration 4Q: 3 clusters Score -1.431689e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -14318557.000000 Penalty: 5715.346191
	Iteration 5Q: 3 clusters Score -1.431856e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -14320508.000000 Penalty: 5715.346191
	Iteration 6Q: 3 clusters Score -1.432051e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -14323356.000000 Penalty: 5715.346191
	Iteration 7Q: 3 clusters Score -1.432336e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -14326955.000000 Penalty: 5715.346191
	Iteration 8F: 3 clusters Score -1.432696e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -14330999.000000 Penalty: 5715.346191
	Iteration 9F: 3 clusters Score -1.4331e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -14334112.000000 Penalty: 5715.346191
	Iteration 10F: 3 clusters Score -1.433411e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -14335527.000000 Penalty: 5715.346191
	Iteration 11Q: 3 clusters Score -1.433553e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -14336259.000000 Penalty: 5715.346191
	Iteration 12Q: 3 clusters Score -1.433626e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -14336588.000000 Penalty: 5715.346191
	Iteration 13Q: 3 clusters Score -1.433659e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -14336837.000000 Penalty: 5715.346191
	Iteration 14Q: 3 clusters Score -1.433684e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -14337021.000000 Penalty: 5715.346191
	Iteration 15Q: 3 clusters Score -1.433702e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -14337207.000000 Penalty: 5715.346191
	Iteration 16Q: 3 clusters Score -1.433721e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -14337402.000000 Penalty: 5715.346191
	Iteration 17Q: 3 clusters Score -1.43374e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -14337543.000000 Penalty: 5715.346191
	Iteration 18Q: 3 clusters Score -1.433754e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -14337755.000000 Penalty: 5715.346191
	Iteration 19Q: 3 clusters Score -1.433776e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -14337949.000000 Penalty: 5715.346191
	Iteration 20F: 3 clusters Score -1.433795e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -14338034.000000 Penalty: 5715.346191
	Iteration 21Q: 3 clusters Score -1.433803e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -14338328.000000 Penalty: 5715.346191
	Iteration 22Q: 3 clusters Score -1.433833e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -14338446.000000 Penalty: 5715.346191
	Iteration 23Q: 3 clusters Score -1.433845e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -14338574.000000 Penalty: 5715.346191
	Iteration 24Q: 3 clusters Score -1.433857e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -14338836.000000 Penalty: 5715.346191
	Iteration 25Q: 3 clusters Score -1.433884e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -14339051.000000 Penalty: 5715.346191
	Iteration 26Q: 3 clusters Score -1.433905e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -14339239.000000 Penalty: 5715.346191
	Iteration 27Q: 3 clusters Score -1.433924e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -14339438.000000 Penalty: 5715.346191
	Iteration 28Q: 3 clusters Score -1.433944e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -14339655.000000 Penalty: 5715.346191
	Iteration 29Q: 3 clusters Score -1.433966e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -14339883.000000 Penalty: 5715.346191
	Iteration 30Q: 3 clusters Score -1.433988e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -14340122.000000 Penalty: 5715.346191
	Iteration 31Q: 3 clusters Score -1.434012e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -14340462.000000 Penalty: 5715.346191
	Iteration 32Q: 3 clusters Score -1.434046e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -14340762.000000 Penalty: 5715.346191
	Iteration 33Q: 3 clusters Score -1.434076e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -14341137.000000 Penalty: 5715.346191
	Iteration 34Q: 3 clusters Score -1.434114e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -14341575.000000 Penalty: 5715.346191
	Iteration 35Q: 3 clusters Score -1.434158e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -14342028.000000 Penalty: 5715.346191
	Iteration 36Q: 3 clusters Score -1.434203e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 75778 members 
Entering Unmasked Estep 
Score: -14342416.000000 Penalty: 5715.346191
	Iteration 37Q: 3 clusters Score -1.434242e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -14342987.000000 Penalty: 5715.346191
	Iteration 38Q: 3 clusters Score -1.434299e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -14343493.000000 Penalty: 5715.346191
	Iteration 39Q: 3 clusters Score -1.434349e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -14344135.000000 Penalty: 5715.346191
	Iteration 40F: 3 clusters Score -1.434414e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -14344733.000000 Penalty: 5715.346191
	Iteration 41Q: 3 clusters Score -1.434473e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 83762 members 
Entering Unmasked Estep 
Score: -14345396.000000 Penalty: 5715.346191
	Iteration 42Q: 3 clusters Score -1.43454e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -14346104.000000 Penalty: 5715.346191
	Iteration 43Q: 3 clusters Score -1.43461e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -14346711.000000 Penalty: 5715.346191
	Iteration 44Q: 3 clusters Score -1.434671e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -14347268.000000 Penalty: 5715.346191
	Iteration 45Q: 3 clusters Score -1.434727e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 89038 members 
Entering Unmasked Estep 
Score: -14347861.000000 Penalty: 5715.346191
	Iteration 46Q: 3 clusters Score -1.434786e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -14348372.000000 Penalty: 5715.346191
	Iteration 47Q: 3 clusters Score -1.434837e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 90973 members 
Entering Unmasked Estep 
Score: -14348807.000000 Penalty: 5715.346191
	Iteration 48Q: 3 clusters Score -1.434881e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -14349076.000000 Penalty: 5715.346191
	Iteration 49Q: 3 clusters Score -1.434908e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -14349342.000000 Penalty: 5715.346191
	Iteration 50Q: 3 clusters Score -1.434934e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -14349555.000000 Penalty: 5715.346191
	Iteration 51Q: 3 clusters Score -1.434956e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -14349716.000000 Penalty: 5715.346191
	Iteration 52Q: 3 clusters Score -1.434972e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 94014 members 
Entering Unmasked Estep 
Score: -14349808.000000 Penalty: 5715.346191
	Iteration 53Q: 3 clusters Score -1.434981e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 94430 members 
Entering Unmasked Estep 
Score: -14349936.000000 Penalty: 5715.346191
	Iteration 54Q: 3 clusters Score -1.434994e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 94795 members 
Entering Unmasked Estep 
Score: -14350057.000000 Penalty: 5715.346191
	Iteration 55Q: 3 clusters Score -1.435006e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -14350155.000000 Penalty: 5715.346191
	Iteration 56Q: 3 clusters Score -1.435016e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 95355 members 
Entering Unmasked Estep 
Score: -14350173.000000 Penalty: 5715.346191
	Iteration 57Q: 3 clusters Score -1.435017e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -14350263.000000 Penalty: 5715.346191
	Iteration 58Q: 3 clusters Score -1.435026e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -14350327.000000 Penalty: 5715.346191
	Iteration 59Q: 3 clusters Score -1.435033e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 96003 members 
Entering Unmasked Estep 
Score: -14350375.000000 Penalty: 5715.346191
	Iteration 60F: 3 clusters Score -1.435038e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -14350383.000000 Penalty: 5715.346191
	Iteration 61Q: 3 clusters Score -1.435038e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -14350443.000000 Penalty: 5715.346191
	Iteration 62Q: 3 clusters Score -1.435044e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -14350475.000000 Penalty: 5715.346191
	Iteration 63Q: 3 clusters Score -1.435048e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 96630 members 
Entering Unmasked Estep 
Score: -14350514.000000 Penalty: 5715.346191
	Iteration 64Q: 3 clusters Score -1.435051e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 96723 members 
Entering Unmasked Estep 
Score: -14350535.000000 Penalty: 5715.346191
	Iteration 65Q: 3 clusters Score -1.435054e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 96806 members 
Entering Unmasked Estep 
Score: -14350557.000000 Penalty: 5715.346191
	Iteration 66Q: 3 clusters Score -1.435056e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 96868 members 
Entering Unmasked Estep 
Score: -14350581.000000 Penalty: 5715.346191
	Iteration 67Q: 3 clusters Score -1.435058e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 96931 members 
Entering Unmasked Estep 
Score: -14350579.000000 Penalty: 5715.346191
	Iteration 68Q: 3 clusters Score -1.435058e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 96983 members 
Entering Unmasked Estep 
Score: -14350566.000000 Penalty: 5715.346191
	Iteration 69Q: 3 clusters Score -1.435057e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -14350555.000000 Penalty: 5715.346191
	Iteration 70Q: 3 clusters Score -1.435056e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 97086 members 
Entering Unmasked Estep 
Score: -14350547.000000 Penalty: 5715.346191
	Iteration 71Q: 3 clusters Score -1.435055e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
Score: -14350573.000000 Penalty: 5715.346191
	Iteration 72Q: 3 clusters Score -1.435057e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 97164 members 
Entering Unmasked Estep 
Score: -14350590.000000 Penalty: 5715.346191
	Iteration 73Q: 3 clusters Score -1.435059e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 97205 members 
Entering Unmasked Estep 
Score: -14350611.000000 Penalty: 5715.346191
	Iteration 74Q: 3 clusters Score -1.435061e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 97246 members 
Entering Unmasked Estep 
Score: -14350617.000000 Penalty: 5715.346191
	Iteration 75Q: 3 clusters Score -1.435062e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 97284 members 
Entering Unmasked Estep 
Score: -14350606.000000 Penalty: 5715.346191
	Iteration 76Q: 3 clusters Score -1.435061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -14350633.000000 Penalty: 5715.346191
	Iteration 77Q: 3 clusters Score -1.435063e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -14350643.000000 Penalty: 5715.346191
	Iteration 78Q: 3 clusters Score -1.435064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -14350643.000000 Penalty: 5715.346191
	Iteration 79Q: 3 clusters Score -1.435064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -14350633.000000 Penalty: 5715.346191
	Iteration 80F: 3 clusters Score -1.435063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -14350633.000000 Penalty: 5715.346191
	Iteration 81Q: 3 clusters Score -1.435063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -14350622.000000 Penalty: 5715.346191
	Iteration 82Q: 3 clusters Score -1.435062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 97435 members 
Entering Unmasked Estep 
Score: -14350626.000000 Penalty: 5715.346191
	Iteration 83Q: 3 clusters Score -1.435063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 97442 members 
Entering Unmasked Estep 
Score: -14350625.000000 Penalty: 5715.346191
	Iteration 84Q: 3 clusters Score -1.435062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 97449 members 
Entering Unmasked Estep 
Score: -14350625.000000 Penalty: 5715.346191
	Iteration 85Q: 3 clusters Score -1.435062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -14350616.000000 Penalty: 5715.346191
	Iteration 86Q: 3 clusters Score -1.435062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -14350632.000000 Penalty: 5715.346191
	Iteration 87Q: 3 clusters Score -1.435063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -14350637.000000 Penalty: 5715.346191
	Iteration 88Q: 3 clusters Score -1.435064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 97481 members 
Entering Unmasked Estep 
Score: -14350638.000000 Penalty: 5715.346191
	Iteration 89Q: 3 clusters Score -1.435064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -14350648.000000 Penalty: 5715.346191
	Iteration 90Q: 3 clusters Score -1.435065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -14350649.000000 Penalty: 5715.346191
	Iteration 91Q: 3 clusters Score -1.435065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 97515 members 
Entering Unmasked Estep 
Score: -14350643.000000 Penalty: 5715.346191
	Iteration 92Q: 3 clusters Score -1.435064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -14350621.000000 Penalty: 5715.346191
	Iteration 93Q: 3 clusters Score -1.435062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -14350622.000000 Penalty: 5715.346191
	Iteration 94Q: 3 clusters Score -1.435062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -14350621.000000 Penalty: 5715.346191
	Iteration 95Q: 3 clusters Score -1.435062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 97586 members 
Entering Unmasked Estep 
Score: -14350628.000000 Penalty: 5715.346191
	Iteration 96Q: 3 clusters Score -1.435063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -14350617.000000 Penalty: 5715.346191
	Iteration 97Q: 3 clusters Score -1.435062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 97625 members 
Entering Unmasked Estep 
Score: -14350607.000000 Penalty: 5715.346191
	Iteration 98Q: 3 clusters Score -1.435061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -14350618.000000 Penalty: 5715.346191
	Iteration 99Q: 3 clusters Score -1.435062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 97652 members 
Entering Unmasked Estep 
Score: -14350632.000000 Penalty: 5715.346191
	Iteration 100F: 3 clusters Score -1.435063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -14350630.000000 Penalty: 5715.346191
	Iteration 101Q: 3 clusters Score -1.435063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 97676 members 
Entering Unmasked Estep 
Score: -14350647.000000 Penalty: 5715.346191
	Iteration 102Q: 3 clusters Score -1.435065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 97688 members 
Entering Unmasked Estep 
Score: -14350623.000000 Penalty: 5715.346191
	Iteration 103Q: 3 clusters Score -1.435062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -14350624.000000 Penalty: 5715.346191
	Iteration 104Q: 3 clusters Score -1.435062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 97701 members 
Entering Unmasked Estep 
Score: -14350626.000000 Penalty: 5715.346191
	Iteration 105Q: 3 clusters Score -1.435063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 97704 members 
Entering Unmasked Estep 
Score: -14350627.000000 Penalty: 5715.346191
	Iteration 106Q: 3 clusters Score -1.435063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 97706 members 
Entering Unmasked Estep 
Score: -14350629.000000 Penalty: 5715.346191
	Iteration 107Q: 3 clusters Score -1.435063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 97706 members 
Entering Unmasked Estep 
Score: -14350629.000000 Penalty: 5715.346191
	Iteration 108F: 3 clusters Score -1.435063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -75583.500000 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -75583.5 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 290 members 
Entering Unmasked Estep 
Score: -73924.578125 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -73924.58 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74116.132812 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -74116.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74183.664062 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -74183.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -74212.843750 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -74212.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -74241.359375 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -74241.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74253.062500 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -74253.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74264.085938 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -74264.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74279.554688 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -74279.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74290.734375 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -74290.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74295.750000 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -74295.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74305.687500 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -74305.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74311.085938 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -74311.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74317.039062 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -74317.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74324.179688 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -74324.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74325.375000 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -74325.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74326.554688 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -74326.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74326.554688 Penalty: 3174.527832
	Iteration 16F: 3 clusters Score -74326.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180129 members 
Entering Unmasked Estep 
Score: -25614194.000000 Penalty: 3001.154297
	Iteration 0F: 2 clusters Score -2.561419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 90013 members 
Entering Unmasked Estep 
Score: -25516848.000000 Penalty: 6002.308594
	Iteration 0F: 3 clusters Score -2.551685e+07 nChanged 86337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -25566886.000000 Penalty: 6002.308594
	Iteration 1F: 3 clusters Score -2.556689e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -25567924.000000 Penalty: 6002.308594
	Iteration 2Q: 3 clusters Score -2.556792e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -25569124.000000 Penalty: 6002.308594
	Iteration 3Q: 3 clusters Score -2.556912e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -25570744.000000 Penalty: 6002.308594
	Iteration 4Q: 3 clusters Score -2.557074e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -25572682.000000 Penalty: 6002.308594
	Iteration 5Q: 3 clusters Score -2.557268e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 90706 members 
Entering Unmasked Estep 
Score: -25574896.000000 Penalty: 6002.308594
	Iteration 6Q: 3 clusters Score -2.55749e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89226 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -25577514.000000 Penalty: 6002.308594
	Iteration 7Q: 3 clusters Score -2.557751e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -25580148.000000 Penalty: 6002.308594
	Iteration 8Q: 3 clusters Score -2.558015e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 91180 members 
Entering Unmasked Estep 
Score: -25582786.000000 Penalty: 6002.308594
	Iteration 9Q: 3 clusters Score -2.558279e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -25586028.000000 Penalty: 6002.308594
	Iteration 10Q: 3 clusters Score -2.558603e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89496 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -25589448.000000 Penalty: 6002.308594
	Iteration 11Q: 3 clusters Score -2.558945e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90423 members 
Mstep: Class 2 contains 89706 members 
Entering Unmasked Estep 
Score: -25592978.000000 Penalty: 6002.308594
	Iteration 12Q: 3 clusters Score -2.559298e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -25597144.000000 Penalty: 6002.308594
	Iteration 13Q: 3 clusters Score -2.559714e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Mstep: Class 2 contains 88198 members 
Entering Unmasked Estep 
Score: -25600882.000000 Penalty: 6002.308594
	Iteration 14Q: 3 clusters Score -2.560088e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92440 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
Score: -25602862.000000 Penalty: 6002.308594
	Iteration 15Q: 3 clusters Score -2.560286e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -25603766.000000 Penalty: 6002.308594
	Iteration 16Q: 3 clusters Score -2.560377e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -25604214.000000 Penalty: 6002.308594
	Iteration 17Q: 3 clusters Score -2.560421e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 86114 members 
Entering Unmasked Estep 
Score: -25604444.000000 Penalty: 6002.308594
	Iteration 18Q: 3 clusters Score -2.560444e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94565 members 
Mstep: Class 2 contains 85564 members 
Entering Unmasked Estep 
Score: -25604620.000000 Penalty: 6002.308594
	Iteration 19Q: 3 clusters Score -2.560462e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 85015 members 
Entering Unmasked Estep 
Score: -25604810.000000 Penalty: 6002.308594
	Iteration 20F: 3 clusters Score -2.560481e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95682 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -25605134.000000 Penalty: 6002.308594
	Iteration 21Q: 3 clusters Score -2.560513e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -25605342.000000 Penalty: 6002.308594
	Iteration 22Q: 3 clusters Score -2.560534e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96787 members 
Mstep: Class 2 contains 83342 members 
Entering Unmasked Estep 
Score: -25605552.000000 Penalty: 6002.308594
	Iteration 23Q: 3 clusters Score -2.560555e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97222 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -25605802.000000 Penalty: 6002.308594
	Iteration 24Q: 3 clusters Score -2.56058e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97604 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -25606056.000000 Penalty: 6002.308594
	Iteration 25Q: 3 clusters Score -2.560606e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97989 members 
Mstep: Class 2 contains 82140 members 
Entering Unmasked Estep 
Score: -25606348.000000 Penalty: 6002.308594
	Iteration 26Q: 3 clusters Score -2.560635e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98286 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -25606450.000000 Penalty: 6002.308594
	Iteration 27Q: 3 clusters Score -2.560645e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98553 members 
Mstep: Class 2 contains 81576 members 
Entering Unmasked Estep 
Score: -25606720.000000 Penalty: 6002.308594
	Iteration 28Q: 3 clusters Score -2.560672e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -25606948.000000 Penalty: 6002.308594
	Iteration 29Q: 3 clusters Score -2.560695e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -25607252.000000 Penalty: 6002.308594
	Iteration 30Q: 3 clusters Score -2.560725e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -25607468.000000 Penalty: 6002.308594
	Iteration 31Q: 3 clusters Score -2.560747e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98960 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -25607692.000000 Penalty: 6002.308594
	Iteration 32Q: 3 clusters Score -2.560769e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -25607796.000000 Penalty: 6002.308594
	Iteration 33Q: 3 clusters Score -2.56078e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98628 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -25607996.000000 Penalty: 6002.308594
	Iteration 34Q: 3 clusters Score -2.5608e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98423 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
Score: -25608192.000000 Penalty: 6002.308594
	Iteration 35Q: 3 clusters Score -2.560819e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98201 members 
Mstep: Class 2 contains 81928 members 
Entering Unmasked Estep 
Score: -25608392.000000 Penalty: 6002.308594
	Iteration 36Q: 3 clusters Score -2.560839e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 82209 members 
Entering Unmasked Estep 
Score: -25608564.000000 Penalty: 6002.308594
	Iteration 37Q: 3 clusters Score -2.560856e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97614 members 
Mstep: Class 2 contains 82515 members 
Entering Unmasked Estep 
Score: -25608710.000000 Penalty: 6002.308594
	Iteration 38Q: 3 clusters Score -2.560871e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -25608722.000000 Penalty: 6002.308594
	Iteration 39Q: 3 clusters Score -2.560872e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -25608716.000000 Penalty: 6002.308594
	Iteration 40F: 3 clusters Score -2.560872e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 83531 members 
Entering Unmasked Estep 
Score: -25608984.000000 Penalty: 6002.308594
	Iteration 41Q: 3 clusters Score -2.560898e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -25609124.000000 Penalty: 6002.308594
	Iteration 42Q: 3 clusters Score -2.560912e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -25609130.000000 Penalty: 6002.308594
	Iteration 43Q: 3 clusters Score -2.560913e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95186 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -25609232.000000 Penalty: 6002.308594
	Iteration 44Q: 3 clusters Score -2.560923e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94666 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -25609308.000000 Penalty: 6002.308594
	Iteration 45Q: 3 clusters Score -2.560931e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -25609340.000000 Penalty: 6002.308594
	Iteration 46Q: 3 clusters Score -2.560934e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -25609474.000000 Penalty: 6002.308594
	Iteration 47Q: 3 clusters Score -2.560947e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 87198 members 
Entering Unmasked Estep 
Score: -25609554.000000 Penalty: 6002.308594
	Iteration 48Q: 3 clusters Score -2.560955e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92296 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -25609624.000000 Penalty: 6002.308594
	Iteration 49Q: 3 clusters Score -2.560962e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -25609616.000000 Penalty: 6002.308594
	Iteration 50Q: 3 clusters Score -2.560962e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -25609650.000000 Penalty: 6002.308594
	Iteration 51Q: 3 clusters Score -2.560965e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -25609676.000000 Penalty: 6002.308594
	Iteration 52Q: 3 clusters Score -2.560968e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89714 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -25609608.000000 Penalty: 6002.308594
	Iteration 53Q: 3 clusters Score -2.560961e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 91129 members 
Entering Unmasked Estep 
Score: -25609632.000000 Penalty: 6002.308594
	Iteration 54Q: 3 clusters Score -2.560963e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 91836 members 
Entering Unmasked Estep 
Score: -25609644.000000 Penalty: 6002.308594
	Iteration 55Q: 3 clusters Score -2.560964e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -25609546.000000 Penalty: 6002.308594
	Iteration 56Q: 3 clusters Score -2.560955e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -25609556.000000 Penalty: 6002.308594
	Iteration 57Q: 3 clusters Score -2.560956e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 94238 members 
Entering Unmasked Estep 
Score: -25609416.000000 Penalty: 6002.308594
	Iteration 58Q: 3 clusters Score -2.560942e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 95070 members 
Entering Unmasked Estep 
Score: -25609356.000000 Penalty: 6002.308594
	Iteration 59Q: 3 clusters Score -2.560936e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 95869 members 
Entering Unmasked Estep 
Score: -25609378.000000 Penalty: 6002.308594
	Iteration 60F: 3 clusters Score -2.560938e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -25609362.000000 Penalty: 6002.308594
	Iteration 61Q: 3 clusters Score -2.560936e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 97404 members 
Entering Unmasked Estep 
Score: -25609288.000000 Penalty: 6002.308594
	Iteration 62Q: 3 clusters Score -2.560929e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -25609250.000000 Penalty: 6002.308594
	Iteration 63Q: 3 clusters Score -2.560925e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81275 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -25609332.000000 Penalty: 6002.308594
	Iteration 64Q: 3 clusters Score -2.560933e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80657 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -25609156.000000 Penalty: 6002.308594
	Iteration 65Q: 3 clusters Score -2.560916e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 100032 members 
Entering Unmasked Estep 
Score: -25609106.000000 Penalty: 6002.308594
	Iteration 66Q: 3 clusters Score -2.560911e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -25608946.000000 Penalty: 6002.308594
	Iteration 67Q: 3 clusters Score -2.560895e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79042 members 
Mstep: Class 2 contains 101087 members 
Entering Unmasked Estep 
Score: -25608894.000000 Penalty: 6002.308594
	Iteration 68Q: 3 clusters Score -2.560889e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -25608794.000000 Penalty: 6002.308594
	Iteration 69Q: 3 clusters Score -2.560879e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 101980 members 
Entering Unmasked Estep 
Score: -25608806.000000 Penalty: 6002.308594
	Iteration 70Q: 3 clusters Score -2.560881e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 102322 members 
Entering Unmasked Estep 
Score: -25608756.000000 Penalty: 6002.308594
	Iteration 71Q: 3 clusters Score -2.560876e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77435 members 
Mstep: Class 2 contains 102694 members 
Entering Unmasked Estep 
Score: -25608698.000000 Penalty: 6002.308594
	Iteration 72Q: 3 clusters Score -2.56087e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 103014 members 
Entering Unmasked Estep 
Score: -25608610.000000 Penalty: 6002.308594
	Iteration 73Q: 3 clusters Score -2.560861e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 103303 members 
Entering Unmasked Estep 
Score: -25608496.000000 Penalty: 6002.308594
	Iteration 74Q: 3 clusters Score -2.56085e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 103555 members 
Entering Unmasked Estep 
Score: -25608434.000000 Penalty: 6002.308594
	Iteration 75Q: 3 clusters Score -2.560843e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -25608294.000000 Penalty: 6002.308594
	Iteration 76Q: 3 clusters Score -2.560829e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 103895 members 
Entering Unmasked Estep 
Score: -25608214.000000 Penalty: 6002.308594
	Iteration 77Q: 3 clusters Score -2.560821e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -25608194.000000 Penalty: 6002.308594
	Iteration 78Q: 3 clusters Score -2.560819e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -25608154.000000 Penalty: 6002.308594
	Iteration 79Q: 3 clusters Score -2.560815e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 104138 members 
Entering Unmasked Estep 
Score: -25608136.000000 Penalty: 6002.308594
	Iteration 80F: 3 clusters Score -2.560814e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 104148 members 
Entering Unmasked Estep 
Score: -25608018.000000 Penalty: 6002.308594
	Iteration 81Q: 3 clusters Score -2.560802e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -25608016.000000 Penalty: 6002.308594
	Iteration 82Q: 3 clusters Score -2.560802e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 104109 members 
Entering Unmasked Estep 
Score: -25607940.000000 Penalty: 6002.308594
	Iteration 83Q: 3 clusters Score -2.560794e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 104049 members 
Entering Unmasked Estep 
Score: -25607890.000000 Penalty: 6002.308594
	Iteration 84Q: 3 clusters Score -2.560789e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -25607918.000000 Penalty: 6002.308594
	Iteration 85Q: 3 clusters Score -2.560792e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 103800 members 
Entering Unmasked Estep 
Score: -25607828.000000 Penalty: 6002.308594
	Iteration 86Q: 3 clusters Score -2.560783e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 103596 members 
Entering Unmasked Estep 
Score: -25607758.000000 Penalty: 6002.308594
	Iteration 87Q: 3 clusters Score -2.560776e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76780 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -25607822.000000 Penalty: 6002.308594
	Iteration 88Q: 3 clusters Score -2.560782e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 103083 members 
Entering Unmasked Estep 
Score: -25607874.000000 Penalty: 6002.308594
	Iteration 89Q: 3 clusters Score -2.560787e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77306 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -25607862.000000 Penalty: 6002.308594
	Iteration 90Q: 3 clusters Score -2.560786e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77571 members 
Mstep: Class 2 contains 102558 members 
Entering Unmasked Estep 
Score: -25607874.000000 Penalty: 6002.308594
	Iteration 91Q: 3 clusters Score -2.560787e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 102264 members 
Entering Unmasked Estep 
Score: -25607866.000000 Penalty: 6002.308594
	Iteration 92Q: 3 clusters Score -2.560787e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -25607862.000000 Penalty: 6002.308594
	Iteration 93Q: 3 clusters Score -2.560786e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -25607808.000000 Penalty: 6002.308594
	Iteration 94Q: 3 clusters Score -2.560781e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -25607890.000000 Penalty: 6002.308594
	Iteration 95Q: 3 clusters Score -2.560789e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 101312 members 
Entering Unmasked Estep 
Score: -25607910.000000 Penalty: 6002.308594
	Iteration 96Q: 3 clusters Score -2.560791e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -25607930.000000 Penalty: 6002.308594
	Iteration 97Q: 3 clusters Score -2.560793e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -25607908.000000 Penalty: 6002.308594
	Iteration 98Q: 3 clusters Score -2.560791e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 100768 members 
Entering Unmasked Estep 
Score: -25607916.000000 Penalty: 6002.308594
	Iteration 99Q: 3 clusters Score -2.560792e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 100600 members 
Entering Unmasked Estep 
Score: -25607964.000000 Penalty: 6002.308594
	Iteration 100F: 3 clusters Score -2.560796e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -25607982.000000 Penalty: 6002.308594
	Iteration 101Q: 3 clusters Score -2.560798e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79922 members 
Mstep: Class 2 contains 100207 members 
Entering Unmasked Estep 
Score: -25607966.000000 Penalty: 6002.308594
	Iteration 102Q: 3 clusters Score -2.560797e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -25608014.000000 Penalty: 6002.308594
	Iteration 103Q: 3 clusters Score -2.560801e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 99806 members 
Entering Unmasked Estep 
Score: -25608038.000000 Penalty: 6002.308594
	Iteration 104Q: 3 clusters Score -2.560804e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 99607 members 
Entering Unmasked Estep 
Score: -25608000.000000 Penalty: 6002.308594
	Iteration 105Q: 3 clusters Score -2.5608e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 99383 members 
Entering Unmasked Estep 
Score: -25607892.000000 Penalty: 6002.308594
	Iteration 106Q: 3 clusters Score -2.560789e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 99189 members 
Entering Unmasked Estep 
Score: -25607896.000000 Penalty: 6002.308594
	Iteration 107Q: 3 clusters Score -2.56079e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 98967 members 
Entering Unmasked Estep 
Score: -25607920.000000 Penalty: 6002.308594
	Iteration 108Q: 3 clusters Score -2.560792e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 98737 members 
Entering Unmasked Estep 
Score: -25607874.000000 Penalty: 6002.308594
	Iteration 109Q: 3 clusters Score -2.560787e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -25607872.000000 Penalty: 6002.308594
	Iteration 110Q: 3 clusters Score -2.560787e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81768 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -25607910.000000 Penalty: 6002.308594
	Iteration 111Q: 3 clusters Score -2.560791e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -25608012.000000 Penalty: 6002.308594
	Iteration 112Q: 3 clusters Score -2.560801e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82108 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -25608030.000000 Penalty: 6002.308594
	Iteration 113Q: 3 clusters Score -2.560803e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -25608088.000000 Penalty: 6002.308594
	Iteration 114Q: 3 clusters Score -2.560809e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
Score: -25608060.000000 Penalty: 6002.308594
	Iteration 115Q: 3 clusters Score -2.560806e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Mstep: Class 2 contains 97571 members 
Entering Unmasked Estep 
Score: -25608054.000000 Penalty: 6002.308594
	Iteration 116Q: 3 clusters Score -2.560805e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 97428 members 
Entering Unmasked Estep 
Score: -25608044.000000 Penalty: 6002.308594
	Iteration 117Q: 3 clusters Score -2.560804e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -25608126.000000 Penalty: 6002.308594
	Iteration 118Q: 3 clusters Score -2.560813e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 97136 members 
Entering Unmasked Estep 
Score: -25608138.000000 Penalty: 6002.308594
	Iteration 119Q: 3 clusters Score -2.560814e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83127 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -25608188.000000 Penalty: 6002.308594
	Iteration 120F: 3 clusters Score -2.560819e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -25608240.000000 Penalty: 6002.308594
	Iteration 121Q: 3 clusters Score -2.560824e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -25608264.000000 Penalty: 6002.308594
	Iteration 122Q: 3 clusters Score -2.560826e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 96669 members 
Entering Unmasked Estep 
Score: -25608398.000000 Penalty: 6002.308594
	Iteration 123Q: 3 clusters Score -2.56084e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -25608420.000000 Penalty: 6002.308594
	Iteration 124Q: 3 clusters Score -2.560842e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 96426 members 
Entering Unmasked Estep 
Score: -25608538.000000 Penalty: 6002.308594
	Iteration 125Q: 3 clusters Score -2.560854e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -25608606.000000 Penalty: 6002.308594
	Iteration 126Q: 3 clusters Score -2.560861e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 96175 members 
Entering Unmasked Estep 
Score: -25608638.000000 Penalty: 6002.308594
	Iteration 127Q: 3 clusters Score -2.560864e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -25608760.000000 Penalty: 6002.308594
	Iteration 128Q: 3 clusters Score -2.560876e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 96016 members 
Entering Unmasked Estep 
Score: -25608764.000000 Penalty: 6002.308594
	Iteration 129Q: 3 clusters Score -2.560876e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -25608846.000000 Penalty: 6002.308594
	Iteration 130Q: 3 clusters Score -2.560885e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 95828 members 
Entering Unmasked Estep 
Score: -25608980.000000 Penalty: 6002.308594
	Iteration 131Q: 3 clusters Score -2.560898e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -25608932.000000 Penalty: 6002.308594
	Iteration 132Q: 3 clusters Score -2.560893e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 95645 members 
Entering Unmasked Estep 
Score: -25609046.000000 Penalty: 6002.308594
	Iteration 133Q: 3 clusters Score -2.560905e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -25609122.000000 Penalty: 6002.308594
	Iteration 134Q: 3 clusters Score -2.560912e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84577 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -25609222.000000 Penalty: 6002.308594
	Iteration 135Q: 3 clusters Score -2.560922e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -25609260.000000 Penalty: 6002.308594
	Iteration 136Q: 3 clusters Score -2.560926e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -25609296.000000 Penalty: 6002.308594
	Iteration 137Q: 3 clusters Score -2.56093e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -25609354.000000 Penalty: 6002.308594
	Iteration 138Q: 3 clusters Score -2.560935e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -25609446.000000 Penalty: 6002.308594
	Iteration 139Q: 3 clusters Score -2.560945e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 95613 members 
Entering Unmasked Estep 
Score: -25609474.000000 Penalty: 6002.308594
	Iteration 140F: 3 clusters Score -2.560947e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 95660 members 
Entering Unmasked Estep 
Score: -25609530.000000 Penalty: 6002.308594
	Iteration 141Q: 3 clusters Score -2.560953e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84433 members 
Mstep: Class 2 contains 95696 members 
Entering Unmasked Estep 
Score: -25609622.000000 Penalty: 6002.308594
	Iteration 142Q: 3 clusters Score -2.560962e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -25609662.000000 Penalty: 6002.308594
	Iteration 143Q: 3 clusters Score -2.560966e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84308 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -25609752.000000 Penalty: 6002.308594
	Iteration 144Q: 3 clusters Score -2.560975e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 95841 members 
Entering Unmasked Estep 
Score: -25609806.000000 Penalty: 6002.308594
	Iteration 145Q: 3 clusters Score -2.560981e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -25609806.000000 Penalty: 6002.308594
	Iteration 146Q: 3 clusters Score -2.560981e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -25609786.000000 Penalty: 6002.308594
	Iteration 147Q: 3 clusters Score -2.560979e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 95894 members 
Entering Unmasked Estep 
Score: -25609884.000000 Penalty: 6002.308594
	Iteration 148Q: 3 clusters Score -2.560988e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 95931 members 
Entering Unmasked Estep 
Score: -25610030.000000 Penalty: 6002.308594
	Iteration 149Q: 3 clusters Score -2.561003e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84191 members 
Mstep: Class 2 contains 95938 members 
Entering Unmasked Estep 
Score: -25610054.000000 Penalty: 6002.308594
	Iteration 150Q: 3 clusters Score -2.561005e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -25610120.000000 Penalty: 6002.308594
	Iteration 151Q: 3 clusters Score -2.561012e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -25610192.000000 Penalty: 6002.308594
	Iteration 152Q: 3 clusters Score -2.561019e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 96162 members 
Entering Unmasked Estep 
Score: -25610280.000000 Penalty: 6002.308594
	Iteration 153Q: 3 clusters Score -2.561028e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 96261 members 
Entering Unmasked Estep 
Score: -25610388.000000 Penalty: 6002.308594
	Iteration 154Q: 3 clusters Score -2.561039e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83707 members 
Mstep: Class 2 contains 96422 members 
Entering Unmasked Estep 
Score: -25610476.000000 Penalty: 6002.308594
	Iteration 155Q: 3 clusters Score -2.561048e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -25610586.000000 Penalty: 6002.308594
	Iteration 156Q: 3 clusters Score -2.561059e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83399 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
Score: -25610690.000000 Penalty: 6002.308594
	Iteration 157Q: 3 clusters Score -2.561069e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -25610714.000000 Penalty: 6002.308594
	Iteration 158Q: 3 clusters Score -2.561071e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -25610712.000000 Penalty: 6002.308594
	Iteration 159Q: 3 clusters Score -2.561071e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 97190 members 
Entering Unmasked Estep 
Score: -25610792.000000 Penalty: 6002.308594
	Iteration 160F: 3 clusters Score -2.561079e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82794 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -25610890.000000 Penalty: 6002.308594
	Iteration 161Q: 3 clusters Score -2.561089e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -25611010.000000 Penalty: 6002.308594
	Iteration 162Q: 3 clusters Score -2.561101e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82517 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -25611056.000000 Penalty: 6002.308594
	Iteration 163Q: 3 clusters Score -2.561106e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82377 members 
Mstep: Class 2 contains 97752 members 
Entering Unmasked Estep 
Score: -25611078.000000 Penalty: 6002.308594
	Iteration 164Q: 3 clusters Score -2.561108e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 97892 members 
Entering Unmasked Estep 
Score: -25611146.000000 Penalty: 6002.308594
	Iteration 165Q: 3 clusters Score -2.561115e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -25611140.000000 Penalty: 6002.308594
	Iteration 166Q: 3 clusters Score -2.561114e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 98171 members 
Entering Unmasked Estep 
Score: -25611252.000000 Penalty: 6002.308594
	Iteration 167Q: 3 clusters Score -2.561125e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -25611296.000000 Penalty: 6002.308594
	Iteration 168Q: 3 clusters Score -2.56113e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -25611322.000000 Penalty: 6002.308594
	Iteration 169Q: 3 clusters Score -2.561132e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 98695 members 
Entering Unmasked Estep 
Score: -25611274.000000 Penalty: 6002.308594
	Iteration 170Q: 3 clusters Score -2.561127e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 98893 members 
Entering Unmasked Estep 
Score: -25611360.000000 Penalty: 6002.308594
	Iteration 171Q: 3 clusters Score -2.561136e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -25611418.000000 Penalty: 6002.308594
	Iteration 172Q: 3 clusters Score -2.561142e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -25611408.000000 Penalty: 6002.308594
	Iteration 173Q: 3 clusters Score -2.561141e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -25611412.000000 Penalty: 6002.308594
	Iteration 174Q: 3 clusters Score -2.561141e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -25611420.000000 Penalty: 6002.308594
	Iteration 175Q: 3 clusters Score -2.561142e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80362 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -25611420.000000 Penalty: 6002.308594
	Iteration 176Q: 3 clusters Score -2.561142e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 99947 members 
Entering Unmasked Estep 
Score: -25611412.000000 Penalty: 6002.308594
	Iteration 177Q: 3 clusters Score -2.561141e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -25611422.000000 Penalty: 6002.308594
	Iteration 178Q: 3 clusters Score -2.561142e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 100301 members 
Entering Unmasked Estep 
Score: -25611452.000000 Penalty: 6002.308594
	Iteration 179Q: 3 clusters Score -2.561145e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79626 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -25611456.000000 Penalty: 6002.308594
	Iteration 180F: 3 clusters Score -2.561146e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -25611528.000000 Penalty: 6002.308594
	Iteration 181Q: 3 clusters Score -2.561153e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
Score: -25611550.000000 Penalty: 6002.308594
	Iteration 182Q: 3 clusters Score -2.561155e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -25611550.000000 Penalty: 6002.308594
	Iteration 183Q: 3 clusters Score -2.561155e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 101406 members 
Entering Unmasked Estep 
Score: -25611556.000000 Penalty: 6002.308594
	Iteration 184Q: 3 clusters Score -2.561156e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78487 members 
Mstep: Class 2 contains 101642 members 
Entering Unmasked Estep 
Score: -25611542.000000 Penalty: 6002.308594
	Iteration 185Q: 3 clusters Score -2.561154e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -25611572.000000 Penalty: 6002.308594
	Iteration 186Q: 3 clusters Score -2.561157e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -25611600.000000 Penalty: 6002.308594
	Iteration 187Q: 3 clusters Score -2.56116e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 102313 members 
Entering Unmasked Estep 
Score: -25611610.000000 Penalty: 6002.308594
	Iteration 188Q: 3 clusters Score -2.561161e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 102544 members 
Entering Unmasked Estep 
Score: -25611610.000000 Penalty: 6002.308594
	Iteration 189Q: 3 clusters Score -2.561161e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 102743 members 
Entering Unmasked Estep 
Score: -25611604.000000 Penalty: 6002.308594
	Iteration 190Q: 3 clusters Score -2.56116e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 102946 members 
Entering Unmasked Estep 
Score: -25611574.000000 Penalty: 6002.308594
	Iteration 191Q: 3 clusters Score -2.561157e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -25611516.000000 Penalty: 6002.308594
	Iteration 192Q: 3 clusters Score -2.561152e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 103400 members 
Entering Unmasked Estep 
Score: -25611550.000000 Penalty: 6002.308594
	Iteration 193Q: 3 clusters Score -2.561155e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 103614 members 
Entering Unmasked Estep 
Score: -25611488.000000 Penalty: 6002.308594
	Iteration 194Q: 3 clusters Score -2.561149e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76339 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -25611482.000000 Penalty: 6002.308594
	Iteration 195Q: 3 clusters Score -2.561148e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -25611518.000000 Penalty: 6002.308594
	Iteration 196Q: 3 clusters Score -2.561152e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 104143 members 
Entering Unmasked Estep 
Score: -25611552.000000 Penalty: 6002.308594
	Iteration 197Q: 3 clusters Score -2.561155e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 104320 members 
Entering Unmasked Estep 
Score: -25611536.000000 Penalty: 6002.308594
	Iteration 198Q: 3 clusters Score -2.561154e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75613 members 
Mstep: Class 2 contains 104516 members 
Entering Unmasked Estep 
Score: -25611566.000000 Penalty: 6002.308594
	Iteration 199Q: 3 clusters Score -2.561157e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 104705 members 
Entering Unmasked Estep 
Score: -25611582.000000 Penalty: 6002.308594
	Iteration 200F: 3 clusters Score -2.561158e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 104904 members 
Entering Unmasked Estep 
Score: -25611526.000000 Penalty: 6002.308594
	Iteration 201Q: 3 clusters Score -2.561153e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 105083 members 
Entering Unmasked Estep 
Score: -25611514.000000 Penalty: 6002.308594
	Iteration 202Q: 3 clusters Score -2.561151e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 105262 members 
Entering Unmasked Estep 
Score: -25611502.000000 Penalty: 6002.308594
	Iteration 203Q: 3 clusters Score -2.56115e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74688 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -25611500.000000 Penalty: 6002.308594
	Iteration 204Q: 3 clusters Score -2.56115e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 105631 members 
Entering Unmasked Estep 
Score: -25611428.000000 Penalty: 6002.308594
	Iteration 205Q: 3 clusters Score -2.561143e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 105847 members 
Entering Unmasked Estep 
Score: -25611448.000000 Penalty: 6002.308594
	Iteration 206Q: 3 clusters Score -2.561145e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 106085 members 
Entering Unmasked Estep 
Score: -25611430.000000 Penalty: 6002.308594
	Iteration 207Q: 3 clusters Score -2.561143e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -25611368.000000 Penalty: 6002.308594
	Iteration 208Q: 3 clusters Score -2.561137e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -25611382.000000 Penalty: 6002.308594
	Iteration 209Q: 3 clusters Score -2.561138e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -25611318.000000 Penalty: 6002.308594
	Iteration 210Q: 3 clusters Score -2.561132e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 106976 members 
Entering Unmasked Estep 
Score: -25611354.000000 Penalty: 6002.308594
	Iteration 211Q: 3 clusters Score -2.561135e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 107215 members 
Entering Unmasked Estep 
Score: -25611352.000000 Penalty: 6002.308594
	Iteration 212Q: 3 clusters Score -2.561135e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -25611298.000000 Penalty: 6002.308594
	Iteration 213Q: 3 clusters Score -2.56113e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -25611270.000000 Penalty: 6002.308594
	Iteration 214Q: 3 clusters Score -2.561127e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72316 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -25611236.000000 Penalty: 6002.308594
	Iteration 215Q: 3 clusters Score -2.561124e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -25611260.000000 Penalty: 6002.308594
	Iteration 216Q: 3 clusters Score -2.561126e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 108188 members 
Entering Unmasked Estep 
Score: -25611286.000000 Penalty: 6002.308594
	Iteration 217Q: 3 clusters Score -2.561129e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -25611308.000000 Penalty: 6002.308594
	Iteration 218Q: 3 clusters Score -2.561131e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 108527 members 
Entering Unmasked Estep 
Score: -25611310.000000 Penalty: 6002.308594
	Iteration 219Q: 3 clusters Score -2.561131e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 108686 members 
Entering Unmasked Estep 
Score: -25611344.000000 Penalty: 6002.308594
	Iteration 220F: 3 clusters Score -2.561134e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 108838 members 
Entering Unmasked Estep 
Score: -25611294.000000 Penalty: 6002.308594
	Iteration 221Q: 3 clusters Score -2.561129e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 109013 members 
Entering Unmasked Estep 
Score: -25611280.000000 Penalty: 6002.308594
	Iteration 222Q: 3 clusters Score -2.561128e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -25611334.000000 Penalty: 6002.308594
	Iteration 223Q: 3 clusters Score -2.561133e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 109346 members 
Entering Unmasked Estep 
Score: -25611338.000000 Penalty: 6002.308594
	Iteration 224Q: 3 clusters Score -2.561134e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70574 members 
Mstep: Class 2 contains 109555 members 
Entering Unmasked Estep 
Score: -25611350.000000 Penalty: 6002.308594
	Iteration 225Q: 3 clusters Score -2.561135e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -25611356.000000 Penalty: 6002.308594
	Iteration 226Q: 3 clusters Score -2.561136e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 110062 members 
Entering Unmasked Estep 
Score: -25611418.000000 Penalty: 6002.308594
	Iteration 227Q: 3 clusters Score -2.561142e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -25611394.000000 Penalty: 6002.308594
	Iteration 228Q: 3 clusters Score -2.561139e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 110651 members 
Entering Unmasked Estep 
Score: -25611312.000000 Penalty: 6002.308594
	Iteration 229Q: 3 clusters Score -2.561131e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 110967 members 
Entering Unmasked Estep 
Score: -25611278.000000 Penalty: 6002.308594
	Iteration 230Q: 3 clusters Score -2.561128e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 111300 members 
Entering Unmasked Estep 
Score: -25611244.000000 Penalty: 6002.308594
	Iteration 231Q: 3 clusters Score -2.561124e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68525 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -25611254.000000 Penalty: 6002.308594
	Iteration 232Q: 3 clusters Score -2.561125e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 111913 members 
Entering Unmasked Estep 
Score: -25611196.000000 Penalty: 6002.308594
	Iteration 233Q: 3 clusters Score -2.56112e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 112189 members 
Entering Unmasked Estep 
Score: -25611164.000000 Penalty: 6002.308594
	Iteration 234Q: 3 clusters Score -2.561116e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 112456 members 
Entering Unmasked Estep 
Score: -25611174.000000 Penalty: 6002.308594
	Iteration 235Q: 3 clusters Score -2.561117e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 112711 members 
Entering Unmasked Estep 
Score: -25611168.000000 Penalty: 6002.308594
	Iteration 236Q: 3 clusters Score -2.561117e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 112959 members 
Entering Unmasked Estep 
Score: -25611158.000000 Penalty: 6002.308594
	Iteration 237Q: 3 clusters Score -2.561116e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 113178 members 
Entering Unmasked Estep 
Score: -25611108.000000 Penalty: 6002.308594
	Iteration 238Q: 3 clusters Score -2.561111e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66731 members 
Mstep: Class 2 contains 113398 members 
Entering Unmasked Estep 
Score: -25611074.000000 Penalty: 6002.308594
	Iteration 239Q: 3 clusters Score -2.561107e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 113626 members 
Entering Unmasked Estep 
Score: -25611080.000000 Penalty: 6002.308594
	Iteration 240F: 3 clusters Score -2.561108e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66279 members 
Mstep: Class 2 contains 113850 members 
Entering Unmasked Estep 
Score: -25611034.000000 Penalty: 6002.308594
	Iteration 241Q: 3 clusters Score -2.561103e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 114079 members 
Entering Unmasked Estep 
Score: -25611046.000000 Penalty: 6002.308594
	Iteration 242Q: 3 clusters Score -2.561105e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 114290 members 
Entering Unmasked Estep 
Score: -25611012.000000 Penalty: 6002.308594
	Iteration 243Q: 3 clusters Score -2.561101e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 114523 members 
Entering Unmasked Estep 
Score: -25610968.000000 Penalty: 6002.308594
	Iteration 244Q: 3 clusters Score -2.561097e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 114736 members 
Entering Unmasked Estep 
Score: -25610960.000000 Penalty: 6002.308594
	Iteration 245Q: 3 clusters Score -2.561096e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -25610894.000000 Penalty: 6002.308594
	Iteration 246Q: 3 clusters Score -2.561089e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 115167 members 
Entering Unmasked Estep 
Score: -25610852.000000 Penalty: 6002.308594
	Iteration 247Q: 3 clusters Score -2.561085e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 115366 members 
Entering Unmasked Estep 
Score: -25610850.000000 Penalty: 6002.308594
	Iteration 248Q: 3 clusters Score -2.561085e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 115558 members 
Entering Unmasked Estep 
Score: -25610820.000000 Penalty: 6002.308594
	Iteration 249Q: 3 clusters Score -2.561082e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 115726 members 
Entering Unmasked Estep 
Score: -25610824.000000 Penalty: 6002.308594
	Iteration 250Q: 3 clusters Score -2.561082e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 115860 members 
Entering Unmasked Estep 
Score: -25610816.000000 Penalty: 6002.308594
	Iteration 251Q: 3 clusters Score -2.561082e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 115989 members 
Entering Unmasked Estep 
Score: -25610740.000000 Penalty: 6002.308594
	Iteration 252Q: 3 clusters Score -2.561074e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 116097 members 
Entering Unmasked Estep 
Score: -25610690.000000 Penalty: 6002.308594
	Iteration 253Q: 3 clusters Score -2.561069e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 116197 members 
Entering Unmasked Estep 
Score: -25610636.000000 Penalty: 6002.308594
	Iteration 254Q: 3 clusters Score -2.561064e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -25610604.000000 Penalty: 6002.308594
	Iteration 255Q: 3 clusters Score -2.56106e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 116405 members 
Entering Unmasked Estep 
Score: -25610540.000000 Penalty: 6002.308594
	Iteration 256Q: 3 clusters Score -2.561054e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 116518 members 
Entering Unmasked Estep 
Score: -25610520.000000 Penalty: 6002.308594
	Iteration 257Q: 3 clusters Score -2.561052e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 116633 members 
Entering Unmasked Estep 
Score: -25610534.000000 Penalty: 6002.308594
	Iteration 258Q: 3 clusters Score -2.561053e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 116749 members 
Entering Unmasked Estep 
Score: -25610476.000000 Penalty: 6002.308594
	Iteration 259Q: 3 clusters Score -2.561048e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 116862 members 
Entering Unmasked Estep 
Score: -25610430.000000 Penalty: 6002.308594
	Iteration 260F: 3 clusters Score -2.561043e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 116969 members 
Entering Unmasked Estep 
Score: -25610406.000000 Penalty: 6002.308594
	Iteration 261Q: 3 clusters Score -2.561041e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 117071 members 
Entering Unmasked Estep 
Score: -25610350.000000 Penalty: 6002.308594
	Iteration 262Q: 3 clusters Score -2.561035e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 117183 members 
Entering Unmasked Estep 
Score: -25610300.000000 Penalty: 6002.308594
	Iteration 263Q: 3 clusters Score -2.56103e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 117323 members 
Entering Unmasked Estep 
Score: -25610274.000000 Penalty: 6002.308594
	Iteration 264Q: 3 clusters Score -2.561027e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 117417 members 
Entering Unmasked Estep 
Score: -25610232.000000 Penalty: 6002.308594
	Iteration 265Q: 3 clusters Score -2.561023e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 117526 members 
Entering Unmasked Estep 
Score: -25610256.000000 Penalty: 6002.308594
	Iteration 266Q: 3 clusters Score -2.561026e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 117643 members 
Entering Unmasked Estep 
Score: -25610260.000000 Penalty: 6002.308594
	Iteration 267Q: 3 clusters Score -2.561026e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 117760 members 
Entering Unmasked Estep 
Score: -25610260.000000 Penalty: 6002.308594
	Iteration 268Q: 3 clusters Score -2.561026e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 117870 members 
Entering Unmasked Estep 
Score: -25610216.000000 Penalty: 6002.308594
	Iteration 269Q: 3 clusters Score -2.561022e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 117998 members 
Entering Unmasked Estep 
Score: -25610244.000000 Penalty: 6002.308594
	Iteration 270Q: 3 clusters Score -2.561024e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 118117 members 
Entering Unmasked Estep 
Score: -25610206.000000 Penalty: 6002.308594
	Iteration 271Q: 3 clusters Score -2.561021e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 118229 members 
Entering Unmasked Estep 
Score: -25610154.000000 Penalty: 6002.308594
	Iteration 272Q: 3 clusters Score -2.561015e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 118300 members 
Entering Unmasked Estep 
Score: -25610020.000000 Penalty: 6002.308594
	Iteration 273Q: 3 clusters Score -2.561002e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 118381 members 
Entering Unmasked Estep 
Score: -25610012.000000 Penalty: 6002.308594
	Iteration 274Q: 3 clusters Score -2.561001e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 118449 members 
Entering Unmasked Estep 
Score: -25609920.000000 Penalty: 6002.308594
	Iteration 275Q: 3 clusters Score -2.560992e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 118488 members 
Entering Unmasked Estep 
Score: -25609846.000000 Penalty: 6002.308594
	Iteration 276Q: 3 clusters Score -2.560985e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 118507 members 
Entering Unmasked Estep 
Score: -25609812.000000 Penalty: 6002.308594
	Iteration 277Q: 3 clusters Score -2.560981e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 118506 members 
Entering Unmasked Estep 
Score: -25609794.000000 Penalty: 6002.308594
	Iteration 278Q: 3 clusters Score -2.560979e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 118502 members 
Entering Unmasked Estep 
Score: -25609764.000000 Penalty: 6002.308594
	Iteration 279Q: 3 clusters Score -2.560976e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 118512 members 
Entering Unmasked Estep 
Score: -25609794.000000 Penalty: 6002.308594
	Iteration 280F: 3 clusters Score -2.560979e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 118519 members 
Entering Unmasked Estep 
Score: -25609744.000000 Penalty: 6002.308594
	Iteration 281Q: 3 clusters Score -2.560974e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 118514 members 
Entering Unmasked Estep 
Score: -25609702.000000 Penalty: 6002.308594
	Iteration 282Q: 3 clusters Score -2.56097e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 118480 members 
Entering Unmasked Estep 
Score: -25609698.000000 Penalty: 6002.308594
	Iteration 283Q: 3 clusters Score -2.56097e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 118457 members 
Entering Unmasked Estep 
Score: -25609682.000000 Penalty: 6002.308594
	Iteration 284Q: 3 clusters Score -2.560968e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 118416 members 
Entering Unmasked Estep 
Score: -25609696.000000 Penalty: 6002.308594
	Iteration 285Q: 3 clusters Score -2.56097e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -25609658.000000 Penalty: 6002.308594
	Iteration 286Q: 3 clusters Score -2.560966e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 118346 members 
Entering Unmasked Estep 
Score: -25609652.000000 Penalty: 6002.308594
	Iteration 287Q: 3 clusters Score -2.560965e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 118305 members 
Entering Unmasked Estep 
Score: -25609640.000000 Penalty: 6002.308594
	Iteration 288Q: 3 clusters Score -2.560964e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 118261 members 
Entering Unmasked Estep 
Score: -25609634.000000 Penalty: 6002.308594
	Iteration 289Q: 3 clusters Score -2.560963e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 118228 members 
Entering Unmasked Estep 
Score: -25609630.000000 Penalty: 6002.308594
	Iteration 290Q: 3 clusters Score -2.560963e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 118185 members 
Entering Unmasked Estep 
Score: -25609586.000000 Penalty: 6002.308594
	Iteration 291Q: 3 clusters Score -2.560959e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -25609594.000000 Penalty: 6002.308594
	Iteration 292Q: 3 clusters Score -2.560959e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 118115 members 
Entering Unmasked Estep 
Score: -25609586.000000 Penalty: 6002.308594
	Iteration 293Q: 3 clusters Score -2.560959e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 118066 members 
Entering Unmasked Estep 
Score: -25609570.000000 Penalty: 6002.308594
	Iteration 294Q: 3 clusters Score -2.560957e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 118010 members 
Entering Unmasked Estep 
Score: -25609552.000000 Penalty: 6002.308594
	Iteration 295Q: 3 clusters Score -2.560955e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 117971 members 
Entering Unmasked Estep 
Score: -25609540.000000 Penalty: 6002.308594
	Iteration 296Q: 3 clusters Score -2.560954e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 117930 members 
Entering Unmasked Estep 
Score: -25609496.000000 Penalty: 6002.308594
	Iteration 297Q: 3 clusters Score -2.56095e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 117885 members 
Entering Unmasked Estep 
Score: -25609500.000000 Penalty: 6002.308594
	Iteration 298Q: 3 clusters Score -2.56095e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 117842 members 
Entering Unmasked Estep 
Score: -25609486.000000 Penalty: 6002.308594
	Iteration 299Q: 3 clusters Score -2.560949e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 117811 members 
Entering Unmasked Estep 
Score: -25609502.000000 Penalty: 6002.308594
	Iteration 300F: 3 clusters Score -2.56095e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 117784 members 
Entering Unmasked Estep 
Score: -25609492.000000 Penalty: 6002.308594
	Iteration 301Q: 3 clusters Score -2.560949e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 117759 members 
Entering Unmasked Estep 
Score: -25609466.000000 Penalty: 6002.308594
	Iteration 302Q: 3 clusters Score -2.560947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 117740 members 
Entering Unmasked Estep 
Score: -25609460.000000 Penalty: 6002.308594
	Iteration 303Q: 3 clusters Score -2.560946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 117719 members 
Entering Unmasked Estep 
Score: -25609452.000000 Penalty: 6002.308594
	Iteration 304Q: 3 clusters Score -2.560945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 117695 members 
Entering Unmasked Estep 
Score: -25609436.000000 Penalty: 6002.308594
	Iteration 305Q: 3 clusters Score -2.560944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 117676 members 
Entering Unmasked Estep 
Score: -25609428.000000 Penalty: 6002.308594
	Iteration 306Q: 3 clusters Score -2.560943e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 117651 members 
Entering Unmasked Estep 
Score: -25609434.000000 Penalty: 6002.308594
	Iteration 307Q: 3 clusters Score -2.560943e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 117627 members 
Entering Unmasked Estep 
Score: -25609422.000000 Penalty: 6002.308594
	Iteration 308Q: 3 clusters Score -2.560942e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 117608 members 
Entering Unmasked Estep 
Score: -25609418.000000 Penalty: 6002.308594
	Iteration 309Q: 3 clusters Score -2.560942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 117594 members 
Entering Unmasked Estep 
Score: -25609450.000000 Penalty: 6002.308594
	Iteration 310Q: 3 clusters Score -2.560945e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 117570 members 
Entering Unmasked Estep 
Score: -25609394.000000 Penalty: 6002.308594
	Iteration 311Q: 3 clusters Score -2.560939e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 117552 members 
Entering Unmasked Estep 
Score: -25609394.000000 Penalty: 6002.308594
	Iteration 312Q: 3 clusters Score -2.560939e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 117524 members 
Entering Unmasked Estep 
Score: -25609418.000000 Penalty: 6002.308594
	Iteration 313Q: 3 clusters Score -2.560942e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 117500 members 
Entering Unmasked Estep 
Score: -25609374.000000 Penalty: 6002.308594
	Iteration 314Q: 3 clusters Score -2.560937e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 117456 members 
Entering Unmasked Estep 
Score: -25609364.000000 Penalty: 6002.308594
	Iteration 315Q: 3 clusters Score -2.560936e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 117403 members 
Entering Unmasked Estep 
Score: -25609330.000000 Penalty: 6002.308594
	Iteration 316Q: 3 clusters Score -2.560933e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 117347 members 
Entering Unmasked Estep 
Score: -25609330.000000 Penalty: 6002.308594
	Iteration 317Q: 3 clusters Score -2.560933e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 117301 members 
Entering Unmasked Estep 
Score: -25609326.000000 Penalty: 6002.308594
	Iteration 318Q: 3 clusters Score -2.560933e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 117262 members 
Entering Unmasked Estep 
Score: -25609332.000000 Penalty: 6002.308594
	Iteration 319Q: 3 clusters Score -2.560933e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 117215 members 
Entering Unmasked Estep 
Score: -25609310.000000 Penalty: 6002.308594
	Iteration 320F: 3 clusters Score -2.560931e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 117179 members 
Entering Unmasked Estep 
Score: -25609316.000000 Penalty: 6002.308594
	Iteration 321Q: 3 clusters Score -2.560932e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 117138 members 
Entering Unmasked Estep 
Score: -25609306.000000 Penalty: 6002.308594
	Iteration 322Q: 3 clusters Score -2.560931e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 117101 members 
Entering Unmasked Estep 
Score: -25609294.000000 Penalty: 6002.308594
	Iteration 323Q: 3 clusters Score -2.560929e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 117079 members 
Entering Unmasked Estep 
Score: -25609314.000000 Penalty: 6002.308594
	Iteration 324Q: 3 clusters Score -2.560931e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 117059 members 
Entering Unmasked Estep 
Score: -25609306.000000 Penalty: 6002.308594
	Iteration 325Q: 3 clusters Score -2.560931e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -25609282.000000 Penalty: 6002.308594
	Iteration 326Q: 3 clusters Score -2.560928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 117028 members 
Entering Unmasked Estep 
Score: -25609292.000000 Penalty: 6002.308594
	Iteration 327Q: 3 clusters Score -2.560929e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 117005 members 
Entering Unmasked Estep 
Score: -25609280.000000 Penalty: 6002.308594
	Iteration 328Q: 3 clusters Score -2.560928e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 116988 members 
Entering Unmasked Estep 
Score: -25609300.000000 Penalty: 6002.308594
	Iteration 329Q: 3 clusters Score -2.56093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 116966 members 
Entering Unmasked Estep 
Score: -25609308.000000 Penalty: 6002.308594
	Iteration 330Q: 3 clusters Score -2.560931e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 116939 members 
Entering Unmasked Estep 
Score: -25609308.000000 Penalty: 6002.308594
	Iteration 331Q: 3 clusters Score -2.560931e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 116910 members 
Entering Unmasked Estep 
Score: -25609286.000000 Penalty: 6002.308594
	Iteration 332Q: 3 clusters Score -2.560929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 116882 members 
Entering Unmasked Estep 
Score: -25609276.000000 Penalty: 6002.308594
	Iteration 333Q: 3 clusters Score -2.560928e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 116855 members 
Entering Unmasked Estep 
Score: -25609286.000000 Penalty: 6002.308594
	Iteration 334Q: 3 clusters Score -2.560929e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 116827 members 
Entering Unmasked Estep 
Score: -25609272.000000 Penalty: 6002.308594
	Iteration 335Q: 3 clusters Score -2.560927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 116808 members 
Entering Unmasked Estep 
Score: -25609262.000000 Penalty: 6002.308594
	Iteration 336Q: 3 clusters Score -2.560926e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 116796 members 
Entering Unmasked Estep 
Score: -25609256.000000 Penalty: 6002.308594
	Iteration 337Q: 3 clusters Score -2.560926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 116788 members 
Entering Unmasked Estep 
Score: -25609264.000000 Penalty: 6002.308594
	Iteration 338Q: 3 clusters Score -2.560926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 116778 members 
Entering Unmasked Estep 
Score: -25609260.000000 Penalty: 6002.308594
	Iteration 339Q: 3 clusters Score -2.560926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 116770 members 
Entering Unmasked Estep 
Score: -25609258.000000 Penalty: 6002.308594
	Iteration 340F: 3 clusters Score -2.560926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 116760 members 
Entering Unmasked Estep 
Score: -25609242.000000 Penalty: 6002.308594
	Iteration 341Q: 3 clusters Score -2.560924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -25609248.000000 Penalty: 6002.308594
	Iteration 342Q: 3 clusters Score -2.560925e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 116734 members 
Entering Unmasked Estep 
Score: -25609256.000000 Penalty: 6002.308594
	Iteration 343Q: 3 clusters Score -2.560926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 116726 members 
Entering Unmasked Estep 
Score: -25609238.000000 Penalty: 6002.308594
	Iteration 344Q: 3 clusters Score -2.560924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 116716 members 
Entering Unmasked Estep 
Score: -25609236.000000 Penalty: 6002.308594
	Iteration 345Q: 3 clusters Score -2.560924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 116705 members 
Entering Unmasked Estep 
Score: -25609254.000000 Penalty: 6002.308594
	Iteration 346Q: 3 clusters Score -2.560925e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 116695 members 
Entering Unmasked Estep 
Score: -25609246.000000 Penalty: 6002.308594
	Iteration 347Q: 3 clusters Score -2.560925e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 116674 members 
Entering Unmasked Estep 
Score: -25609228.000000 Penalty: 6002.308594
	Iteration 348Q: 3 clusters Score -2.560923e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 116650 members 
Entering Unmasked Estep 
Score: -25609210.000000 Penalty: 6002.308594
	Iteration 349Q: 3 clusters Score -2.560921e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -25609188.000000 Penalty: 6002.308594
	Iteration 350Q: 3 clusters Score -2.560919e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 116608 members 
Entering Unmasked Estep 
Score: -25609182.000000 Penalty: 6002.308594
	Iteration 351Q: 3 clusters Score -2.560918e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 116585 members 
Entering Unmasked Estep 
Score: -25609196.000000 Penalty: 6002.308594
	Iteration 352Q: 3 clusters Score -2.56092e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 116557 members 
Entering Unmasked Estep 
Score: -25609208.000000 Penalty: 6002.308594
	Iteration 353Q: 3 clusters Score -2.560921e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 116529 members 
Entering Unmasked Estep 
Score: -25609222.000000 Penalty: 6002.308594
	Iteration 354Q: 3 clusters Score -2.560922e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -25609236.000000 Penalty: 6002.308594
	Iteration 355Q: 3 clusters Score -2.560924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 116493 members 
Entering Unmasked Estep 
Score: -25609246.000000 Penalty: 6002.308594
	Iteration 356Q: 3 clusters Score -2.560925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 116478 members 
Entering Unmasked Estep 
Score: -25609224.000000 Penalty: 6002.308594
	Iteration 357Q: 3 clusters Score -2.560922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 116471 members 
Entering Unmasked Estep 
Score: -25609212.000000 Penalty: 6002.308594
	Iteration 358Q: 3 clusters Score -2.560921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 116460 members 
Entering Unmasked Estep 
Score: -25609218.000000 Penalty: 6002.308594
	Iteration 359Q: 3 clusters Score -2.560922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 116451 members 
Entering Unmasked Estep 
Score: -25609214.000000 Penalty: 6002.308594
	Iteration 360F: 3 clusters Score -2.560921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 116440 members 
Entering Unmasked Estep 
Score: -25609224.000000 Penalty: 6002.308594
	Iteration 361Q: 3 clusters Score -2.560922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 116430 members 
Entering Unmasked Estep 
Score: -25609218.000000 Penalty: 6002.308594
	Iteration 362Q: 3 clusters Score -2.560922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 116419 members 
Entering Unmasked Estep 
Score: -25609208.000000 Penalty: 6002.308594
	Iteration 363Q: 3 clusters Score -2.560921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 116410 members 
Entering Unmasked Estep 
Score: -25609188.000000 Penalty: 6002.308594
	Iteration 364Q: 3 clusters Score -2.560919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 116399 members 
Entering Unmasked Estep 
Score: -25609188.000000 Penalty: 6002.308594
	Iteration 365Q: 3 clusters Score -2.560919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 116390 members 
Entering Unmasked Estep 
Score: -25609182.000000 Penalty: 6002.308594
	Iteration 366Q: 3 clusters Score -2.560918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 116376 members 
Entering Unmasked Estep 
Score: -25609190.000000 Penalty: 6002.308594
	Iteration 367Q: 3 clusters Score -2.560919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 116367 members 
Entering Unmasked Estep 
Score: -25609168.000000 Penalty: 6002.308594
	Iteration 368Q: 3 clusters Score -2.560917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 116363 members 
Entering Unmasked Estep 
Score: -25609182.000000 Penalty: 6002.308594
	Iteration 369Q: 3 clusters Score -2.560918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 116353 members 
Entering Unmasked Estep 
Score: -25609166.000000 Penalty: 6002.308594
	Iteration 370Q: 3 clusters Score -2.560917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 116348 members 
Entering Unmasked Estep 
Score: -25609170.000000 Penalty: 6002.308594
	Iteration 371Q: 3 clusters Score -2.560917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 116341 members 
Entering Unmasked Estep 
Score: -25609168.000000 Penalty: 6002.308594
	Iteration 372Q: 3 clusters Score -2.560917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 116330 members 
Entering Unmasked Estep 
Score: -25609174.000000 Penalty: 6002.308594
	Iteration 373Q: 3 clusters Score -2.560917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 116322 members 
Entering Unmasked Estep 
Score: -25609182.000000 Penalty: 6002.308594
	Iteration 374Q: 3 clusters Score -2.560918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 116321 members 
Entering Unmasked Estep 
Score: -25609176.000000 Penalty: 6002.308594
	Iteration 375Q: 3 clusters Score -2.560918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 116323 members 
Entering Unmasked Estep 
Score: -25609184.000000 Penalty: 6002.308594
	Iteration 376Q: 3 clusters Score -2.560918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 116322 members 
Entering Unmasked Estep 
Score: -25609196.000000 Penalty: 6002.308594
	Iteration 377Q: 3 clusters Score -2.56092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 116317 members 
Entering Unmasked Estep 
Score: -25609190.000000 Penalty: 6002.308594
	Iteration 378Q: 3 clusters Score -2.560919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 116313 members 
Entering Unmasked Estep 
Score: -25609192.000000 Penalty: 6002.308594
	Iteration 379Q: 3 clusters Score -2.560919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 116310 members 
Entering Unmasked Estep 
Score: -25609196.000000 Penalty: 6002.308594
	Iteration 380F: 3 clusters Score -2.56092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 116305 members 
Entering Unmasked Estep 
Score: -25609186.000000 Penalty: 6002.308594
	Iteration 381Q: 3 clusters Score -2.560919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 116304 members 
Entering Unmasked Estep 
Score: -25609178.000000 Penalty: 6002.308594
	Iteration 382Q: 3 clusters Score -2.560918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 116304 members 
Entering Unmasked Estep 
Score: -25609178.000000 Penalty: 6002.308594
	Iteration 383F: 3 clusters Score -2.560918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146208 members 
Entering Unmasked Estep 
Score: -20741100.000000 Penalty: 2949.410645
	Iteration 0F: 2 clusters Score -2.07411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -20646148.000000 Penalty: 5898.821289
	Iteration 0F: 3 clusters Score -2.064615e+07 nChanged 69712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 66786 members 
Entering Unmasked Estep 
Score: -20687782.000000 Penalty: 5898.821289
	Iteration 1F: 3 clusters Score -2.068778e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -20689764.000000 Penalty: 5898.821289
	Iteration 2Q: 3 clusters Score -2.068976e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -20692754.000000 Penalty: 5898.821289
	Iteration 3Q: 3 clusters Score -2.069275e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -20697986.000000 Penalty: 5898.821289
	Iteration 4F: 3 clusters Score -2.069799e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -20705968.000000 Penalty: 5898.821289
	Iteration 5F: 3 clusters Score -2.070597e+07 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116328 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -20715726.000000 Penalty: 5898.821289
	Iteration 6F: 3 clusters Score -2.071573e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125022 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -20724566.000000 Penalty: 5898.821289
	Iteration 7F: 3 clusters Score -2.072457e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130747 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -20730488.000000 Penalty: 5898.821289
	Iteration 8Q: 3 clusters Score -2.073049e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134155 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -20733866.000000 Penalty: 5898.821289
	Iteration 9Q: 3 clusters Score -2.073387e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136311 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -20735614.000000 Penalty: 5898.821289
	Iteration 10Q: 3 clusters Score -2.073561e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137915 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -20736726.000000 Penalty: 5898.821289
	Iteration 11Q: 3 clusters Score -2.073673e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139139 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -20737308.000000 Penalty: 5898.821289
	Iteration 12Q: 3 clusters Score -2.073731e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140166 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -20737802.000000 Penalty: 5898.821289
	Iteration 13Q: 3 clusters Score -2.07378e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140995 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -20738232.000000 Penalty: 5898.821289
	Iteration 14Q: 3 clusters Score -2.073823e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141696 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -20738612.000000 Penalty: 5898.821289
	Iteration 15Q: 3 clusters Score -2.073861e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142271 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -20738774.000000 Penalty: 5898.821289
	Iteration 16Q: 3 clusters Score -2.073877e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142752 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -20738842.000000 Penalty: 5898.821289
	Iteration 17Q: 3 clusters Score -2.073884e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143097 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -20738926.000000 Penalty: 5898.821289
	Iteration 18Q: 3 clusters Score -2.073893e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143378 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -20738968.000000 Penalty: 5898.821289
	Iteration 19Q: 3 clusters Score -2.073897e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143612 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -20738998.000000 Penalty: 5898.821289
	Iteration 20F: 3 clusters Score -2.0739e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143791 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -20739040.000000 Penalty: 5898.821289
	Iteration 21Q: 3 clusters Score -2.073904e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143938 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -20739104.000000 Penalty: 5898.821289
	Iteration 22Q: 3 clusters Score -2.07391e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144047 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -20739124.000000 Penalty: 5898.821289
	Iteration 23Q: 3 clusters Score -2.073912e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144131 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -20739128.000000 Penalty: 5898.821289
	Iteration 24Q: 3 clusters Score -2.073913e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144189 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -20739112.000000 Penalty: 5898.821289
	Iteration 25Q: 3 clusters Score -2.073911e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144236 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -20739110.000000 Penalty: 5898.821289
	Iteration 26Q: 3 clusters Score -2.073911e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144287 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -20739098.000000 Penalty: 5898.821289
	Iteration 27Q: 3 clusters Score -2.07391e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144330 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -20739090.000000 Penalty: 5898.821289
	Iteration 28Q: 3 clusters Score -2.073909e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144373 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -20739128.000000 Penalty: 5898.821289
	Iteration 29Q: 3 clusters Score -2.073913e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144407 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -20739130.000000 Penalty: 5898.821289
	Iteration 30Q: 3 clusters Score -2.073913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144434 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -20739102.000000 Penalty: 5898.821289
	Iteration 31Q: 3 clusters Score -2.07391e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -20739134.000000 Penalty: 5898.821289
	Iteration 32Q: 3 clusters Score -2.073913e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144496 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -20739164.000000 Penalty: 5898.821289
	Iteration 33Q: 3 clusters Score -2.073916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144520 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -20739152.000000 Penalty: 5898.821289
	Iteration 34Q: 3 clusters Score -2.073915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144538 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -20739150.000000 Penalty: 5898.821289
	Iteration 35Q: 3 clusters Score -2.073915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -20739166.000000 Penalty: 5898.821289
	Iteration 36Q: 3 clusters Score -2.073917e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144584 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -20739170.000000 Penalty: 5898.821289
	Iteration 37Q: 3 clusters Score -2.073917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144597 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -20739188.000000 Penalty: 5898.821289
	Iteration 38Q: 3 clusters Score -2.073919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144608 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20739178.000000 Penalty: 5898.821289
	Iteration 39Q: 3 clusters Score -2.073918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144620 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -20739168.000000 Penalty: 5898.821289
	Iteration 40F: 3 clusters Score -2.073917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144632 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -20739154.000000 Penalty: 5898.821289
	Iteration 41Q: 3 clusters Score -2.073915e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144651 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -20739172.000000 Penalty: 5898.821289
	Iteration 42Q: 3 clusters Score -2.073917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144668 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -20739188.000000 Penalty: 5898.821289
	Iteration 43Q: 3 clusters Score -2.073919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144677 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -20739184.000000 Penalty: 5898.821289
	Iteration 44Q: 3 clusters Score -2.073918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144690 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -20739180.000000 Penalty: 5898.821289
	Iteration 45Q: 3 clusters Score -2.073918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -20739190.000000 Penalty: 5898.821289
	Iteration 46Q: 3 clusters Score -2.073919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144700 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20739186.000000 Penalty: 5898.821289
	Iteration 47Q: 3 clusters Score -2.073919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144704 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -20739180.000000 Penalty: 5898.821289
	Iteration 48Q: 3 clusters Score -2.073918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144705 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -20739194.000000 Penalty: 5898.821289
	Iteration 49Q: 3 clusters Score -2.073919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144708 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -20739192.000000 Penalty: 5898.821289
	Iteration 50Q: 3 clusters Score -2.073919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144712 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -20739208.000000 Penalty: 5898.821289
	Iteration 51Q: 3 clusters Score -2.073921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144712 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -20739206.000000 Penalty: 5898.821289
	Iteration 52Q: 3 clusters Score -2.073921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -20739212.000000 Penalty: 5898.821289
	Iteration 53Q: 3 clusters Score -2.073921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144714 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20739204.000000 Penalty: 5898.821289
	Iteration 54Q: 3 clusters Score -2.07392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144716 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -20739212.000000 Penalty: 5898.821289
	Iteration 55Q: 3 clusters Score -2.073921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144718 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -20739224.000000 Penalty: 5898.821289
	Iteration 56Q: 3 clusters Score -2.073922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144719 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -20739216.000000 Penalty: 5898.821289
	Iteration 57Q: 3 clusters Score -2.073922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144720 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -20739214.000000 Penalty: 5898.821289
	Iteration 58Q: 3 clusters Score -2.073921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144720 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -20739214.000000 Penalty: 5898.821289
	Iteration 59F: 3 clusters Score -2.073921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Entering Unmasked Estep 
Score: -1936288.125000 Penalty: 2359.140869
	Iteration 0F: 2 clusters Score -1936288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1926423.500000 Penalty: 4718.281738
	Iteration 0F: 3 clusters Score -1926424 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1929500.000000 Penalty: 4718.281738
	Iteration 1F: 3 clusters Score -1929500 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1929812.125000 Penalty: 4718.281738
	Iteration 2F: 3 clusters Score -1929812 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1930029.125000 Penalty: 4718.281738
	Iteration 3Q: 3 clusters Score -1930029 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1930184.875000 Penalty: 4718.281738
	Iteration 4Q: 3 clusters Score -1930185 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1930309.125000 Penalty: 4718.281738
	Iteration 5Q: 3 clusters Score -1930309 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1930427.125000 Penalty: 4718.281738
	Iteration 6Q: 3 clusters Score -1930427 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1930535.875000 Penalty: 4718.281738
	Iteration 7Q: 3 clusters Score -1930536 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1930657.500000 Penalty: 4718.281738
	Iteration 8Q: 3 clusters Score -1930658 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1930783.125000 Penalty: 4718.281738
	Iteration 9Q: 3 clusters Score -1930783 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1930923.875000 Penalty: 4718.281738
	Iteration 10Q: 3 clusters Score -1930924 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1931115.625000 Penalty: 4718.281738
	Iteration 11Q: 3 clusters Score -1931116 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1931352.125000 Penalty: 4718.281738
	Iteration 12Q: 3 clusters Score -1931352 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1931647.250000 Penalty: 4718.281738
	Iteration 13Q: 3 clusters Score -1931647 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1931994.250000 Penalty: 4718.281738
	Iteration 14Q: 3 clusters Score -1931994 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1932408.875000 Penalty: 4718.281738
	Iteration 15Q: 3 clusters Score -1932409 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1932813.375000 Penalty: 4718.281738
	Iteration 16Q: 3 clusters Score -1932813 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1933193.250000 Penalty: 4718.281738
	Iteration 17Q: 3 clusters Score -1933193 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1933466.625000 Penalty: 4718.281738
	Iteration 18Q: 3 clusters Score -1933467 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1933681.000000 Penalty: 4718.281738
	Iteration 19Q: 3 clusters Score -1933681 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1933840.250000 Penalty: 4718.281738
	Iteration 20F: 3 clusters Score -1933840 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1933947.625000 Penalty: 4718.281738
	Iteration 21Q: 3 clusters Score -1933948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1934023.500000 Penalty: 4718.281738
	Iteration 22Q: 3 clusters Score -1934024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1934086.875000 Penalty: 4718.281738
	Iteration 23Q: 3 clusters Score -1934087 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1934139.000000 Penalty: 4718.281738
	Iteration 24Q: 3 clusters Score -1934139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1934160.625000 Penalty: 4718.281738
	Iteration 25Q: 3 clusters Score -1934161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1934176.125000 Penalty: 4718.281738
	Iteration 26Q: 3 clusters Score -1934176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1934195.000000 Penalty: 4718.281738
	Iteration 27Q: 3 clusters Score -1934195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1934206.375000 Penalty: 4718.281738
	Iteration 28Q: 3 clusters Score -1934206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1934213.375000 Penalty: 4718.281738
	Iteration 29Q: 3 clusters Score -1934213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1934229.000000 Penalty: 4718.281738
	Iteration 30Q: 3 clusters Score -1934229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1934240.625000 Penalty: 4718.281738
	Iteration 31Q: 3 clusters Score -1934241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1934252.250000 Penalty: 4718.281738
	Iteration 32Q: 3 clusters Score -1934252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1934259.500000 Penalty: 4718.281738
	Iteration 33Q: 3 clusters Score -1934260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1934262.750000 Penalty: 4718.281738
	Iteration 34Q: 3 clusters Score -1934263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1934263.000000 Penalty: 4718.281738
	Iteration 35Q: 3 clusters Score -1934263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1934263.000000 Penalty: 4718.281738
	Iteration 36F: 3 clusters Score -1934263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -63527.683594 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -63527.68 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 258 members 
Entering Unmasked Estep 
Score: -62140.343750 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -62140.34 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62465.539062 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -62465.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62698.222656 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -62698.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62961.363281 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -62961.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -63225.359375 Penalty: 3094.208984
	Iteration 4F: 3 clusters Score -63225.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -63357.500000 Penalty: 3094.208984
	Iteration 5F: 3 clusters Score -63357.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -63404.218750 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -63404.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -63424.132812 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -63424.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -63447.562500 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -63447.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -63450.636719 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -63450.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -63450.636719 Penalty: 3094.208984
	Iteration 10F: 3 clusters Score -63450.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -262315.875000 Penalty: 1869.942505
	Iteration 0F: 2 clusters Score -262315.9 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 942 members 
Entering Unmasked Estep 
Score: -259740.265625 Penalty: 3739.885010
	Iteration 0F: 3 clusters Score -259740.3 nChanged 607
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: -260232.437500 Penalty: 3739.885010
	Iteration 1F: 3 clusters Score -260232.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -260437.250000 Penalty: 3739.885010
	Iteration 2F: 3 clusters Score -260437.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -260622.390625 Penalty: 3739.885010
	Iteration 3F: 3 clusters Score -260622.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -260752.625000 Penalty: 3739.885010
	Iteration 4Q: 3 clusters Score -260752.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -260843.953125 Penalty: 3739.885010
	Iteration 5Q: 3 clusters Score -260844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -260918.921875 Penalty: 3739.885010
	Iteration 6Q: 3 clusters Score -260918.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -260965.734375 Penalty: 3739.885010
	Iteration 7Q: 3 clusters Score -260965.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -261005.062500 Penalty: 3739.885010
	Iteration 8Q: 3 clusters Score -261005.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -261030.375000 Penalty: 3739.885010
	Iteration 9Q: 3 clusters Score -261030.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -261048.078125 Penalty: 3739.885010
	Iteration 10Q: 3 clusters Score -261048.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -261066.906250 Penalty: 3739.885010
	Iteration 11Q: 3 clusters Score -261066.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -261081.203125 Penalty: 3739.885010
	Iteration 12Q: 3 clusters Score -261081.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -261092.890625 Penalty: 3739.885010
	Iteration 13Q: 3 clusters Score -261092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -261100.593750 Penalty: 3739.885010
	Iteration 14Q: 3 clusters Score -261100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -261108.218750 Penalty: 3739.885010
	Iteration 15Q: 3 clusters Score -261108.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -261116.359375 Penalty: 3739.885010
	Iteration 16Q: 3 clusters Score -261116.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -261118.515625 Penalty: 3739.885010
	Iteration 17Q: 3 clusters Score -261118.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -261119.906250 Penalty: 3739.885010
	Iteration 18Q: 3 clusters Score -261119.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -261119.906250 Penalty: 3739.885010
	Iteration 19F: 3 clusters Score -261119.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -24205.589844 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -24205.59 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 124 members 
Entering Unmasked Estep 
Score: -23102.744141 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -23102.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23243.171875 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -23243.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23308.837891 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -23308.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23331.058594 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -23331.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23342.052734 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -23342.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23364.986328 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -23364.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23399.406250 Penalty: 2738.644775
	Iteration 6Q: 3 clusters Score -23399.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23455.660156 Penalty: 2738.644775
	Iteration 7Q: 3 clusters Score -23455.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23503.066406 Penalty: 2738.644775
	Iteration 8Q: 3 clusters Score -23503.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23583.417969 Penalty: 2738.644775
	Iteration 9Q: 3 clusters Score -23583.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23677.515625 Penalty: 2738.644775
	Iteration 10Q: 3 clusters Score -23677.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23726.330078 Penalty: 2738.644775
	Iteration 11Q: 3 clusters Score -23726.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23734.634766 Penalty: 2738.644775
	Iteration 12Q: 3 clusters Score -23734.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23738.787109 Penalty: 2738.644775
	Iteration 13Q: 3 clusters Score -23738.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23745.615234 Penalty: 2738.644775
	Iteration 14Q: 3 clusters Score -23745.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23754.898438 Penalty: 2738.644775
	Iteration 15Q: 3 clusters Score -23754.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23754.898438 Penalty: 2738.644775
	Iteration 16F: 3 clusters Score -23754.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (153653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153653 members 
Entering Unmasked Estep 
Score: -21549376.000000 Penalty: 2961.728271
	Iteration 0F: 2 clusters Score -2.154938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -21451422.000000 Penalty: 5923.456543
	Iteration 0F: 3 clusters Score -2.145142e+07 nChanged 73401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -21493358.000000 Penalty: 5923.456543
	Iteration 1F: 3 clusters Score -2.149336e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -21494126.000000 Penalty: 5923.456543
	Iteration 2Q: 3 clusters Score -2.149413e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82177 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -21495078.000000 Penalty: 5923.456543
	Iteration 3Q: 3 clusters Score -2.149508e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -21496278.000000 Penalty: 5923.456543
	Iteration 4Q: 3 clusters Score -2.149628e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -21498452.000000 Penalty: 5923.456543
	Iteration 5Q: 3 clusters Score -2.149845e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -21502262.000000 Penalty: 5923.456543
	Iteration 6Q: 3 clusters Score -2.150226e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -21507768.000000 Penalty: 5923.456543
	Iteration 7F: 3 clusters Score -2.150777e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110488 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -21514940.000000 Penalty: 5923.456543
	Iteration 8F: 3 clusters Score -2.151494e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119228 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -21522512.000000 Penalty: 5923.456543
	Iteration 9F: 3 clusters Score -2.152251e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127182 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -21529616.000000 Penalty: 5923.456543
	Iteration 10F: 3 clusters Score -2.152962e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133214 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -21535134.000000 Penalty: 5923.456543
	Iteration 11Q: 3 clusters Score -2.153513e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137361 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -21538876.000000 Penalty: 5923.456543
	Iteration 12Q: 3 clusters Score -2.153888e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140160 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -21541136.000000 Penalty: 5923.456543
	Iteration 13Q: 3 clusters Score -2.154114e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142173 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -21542488.000000 Penalty: 5923.456543
	Iteration 14Q: 3 clusters Score -2.154249e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143750 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -21543370.000000 Penalty: 5923.456543
	Iteration 15Q: 3 clusters Score -2.154337e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144979 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -21543974.000000 Penalty: 5923.456543
	Iteration 16Q: 3 clusters Score -2.154397e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145983 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -21544330.000000 Penalty: 5923.456543
	Iteration 17Q: 3 clusters Score -2.154433e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146848 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -21544694.000000 Penalty: 5923.456543
	Iteration 18Q: 3 clusters Score -2.154469e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147573 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -21544938.000000 Penalty: 5923.456543
	Iteration 19Q: 3 clusters Score -2.154494e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148185 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -21545142.000000 Penalty: 5923.456543
	Iteration 20F: 3 clusters Score -2.154514e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148694 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -21545356.000000 Penalty: 5923.456543
	Iteration 21Q: 3 clusters Score -2.154536e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -21545566.000000 Penalty: 5923.456543
	Iteration 22Q: 3 clusters Score -2.154557e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149473 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -21545684.000000 Penalty: 5923.456543
	Iteration 23Q: 3 clusters Score -2.154568e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149760 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -21545842.000000 Penalty: 5923.456543
	Iteration 24Q: 3 clusters Score -2.154584e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149988 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -21545910.000000 Penalty: 5923.456543
	Iteration 25Q: 3 clusters Score -2.154591e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150190 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -21545970.000000 Penalty: 5923.456543
	Iteration 26Q: 3 clusters Score -2.154597e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150361 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -21545994.000000 Penalty: 5923.456543
	Iteration 27Q: 3 clusters Score -2.154599e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150497 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -21546016.000000 Penalty: 5923.456543
	Iteration 28Q: 3 clusters Score -2.154602e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150616 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -21546054.000000 Penalty: 5923.456543
	Iteration 29Q: 3 clusters Score -2.154605e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150731 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -21546150.000000 Penalty: 5923.456543
	Iteration 30Q: 3 clusters Score -2.154615e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150826 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -21546174.000000 Penalty: 5923.456543
	Iteration 31Q: 3 clusters Score -2.154617e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150908 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -21546208.000000 Penalty: 5923.456543
	Iteration 32Q: 3 clusters Score -2.154621e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150989 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -21546272.000000 Penalty: 5923.456543
	Iteration 33Q: 3 clusters Score -2.154627e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151051 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -21546294.000000 Penalty: 5923.456543
	Iteration 34Q: 3 clusters Score -2.154629e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151113 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -21546346.000000 Penalty: 5923.456543
	Iteration 35Q: 3 clusters Score -2.154635e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151166 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -21546360.000000 Penalty: 5923.456543
	Iteration 36Q: 3 clusters Score -2.154636e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151207 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -21546390.000000 Penalty: 5923.456543
	Iteration 37Q: 3 clusters Score -2.154639e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151253 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -21546404.000000 Penalty: 5923.456543
	Iteration 38Q: 3 clusters Score -2.15464e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151298 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -21546418.000000 Penalty: 5923.456543
	Iteration 39Q: 3 clusters Score -2.154642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151332 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -21546462.000000 Penalty: 5923.456543
	Iteration 40F: 3 clusters Score -2.154646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151363 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21546492.000000 Penalty: 5923.456543
	Iteration 41Q: 3 clusters Score -2.154649e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151405 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21546488.000000 Penalty: 5923.456543
	Iteration 42Q: 3 clusters Score -2.154649e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151438 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -21546528.000000 Penalty: 5923.456543
	Iteration 43Q: 3 clusters Score -2.154653e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -21546494.000000 Penalty: 5923.456543
	Iteration 44Q: 3 clusters Score -2.154649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151492 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -21546518.000000 Penalty: 5923.456543
	Iteration 45Q: 3 clusters Score -2.154652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151511 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -21546524.000000 Penalty: 5923.456543
	Iteration 46Q: 3 clusters Score -2.154652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151530 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -21546522.000000 Penalty: 5923.456543
	Iteration 47Q: 3 clusters Score -2.154652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151549 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -21546552.000000 Penalty: 5923.456543
	Iteration 48Q: 3 clusters Score -2.154655e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151568 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -21546556.000000 Penalty: 5923.456543
	Iteration 49Q: 3 clusters Score -2.154656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151588 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -21546560.000000 Penalty: 5923.456543
	Iteration 50Q: 3 clusters Score -2.154656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -21546580.000000 Penalty: 5923.456543
	Iteration 51Q: 3 clusters Score -2.154658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151620 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -21546558.000000 Penalty: 5923.456543
	Iteration 52Q: 3 clusters Score -2.154656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21546590.000000 Penalty: 5923.456543
	Iteration 53Q: 3 clusters Score -2.154659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -21546606.000000 Penalty: 5923.456543
	Iteration 54Q: 3 clusters Score -2.154661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151668 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -21546610.000000 Penalty: 5923.456543
	Iteration 55Q: 3 clusters Score -2.154661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151681 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -21546596.000000 Penalty: 5923.456543
	Iteration 56Q: 3 clusters Score -2.15466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151691 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -21546584.000000 Penalty: 5923.456543
	Iteration 57Q: 3 clusters Score -2.154658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151701 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -21546590.000000 Penalty: 5923.456543
	Iteration 58Q: 3 clusters Score -2.154659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151711 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -21546590.000000 Penalty: 5923.456543
	Iteration 59Q: 3 clusters Score -2.154659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151722 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -21546596.000000 Penalty: 5923.456543
	Iteration 60F: 3 clusters Score -2.15466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151738 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -21546614.000000 Penalty: 5923.456543
	Iteration 61Q: 3 clusters Score -2.154661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151757 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -21546606.000000 Penalty: 5923.456543
	Iteration 62Q: 3 clusters Score -2.154661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151770 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -21546630.000000 Penalty: 5923.456543
	Iteration 63Q: 3 clusters Score -2.154663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151773 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -21546622.000000 Penalty: 5923.456543
	Iteration 64Q: 3 clusters Score -2.154662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151775 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -21546632.000000 Penalty: 5923.456543
	Iteration 65Q: 3 clusters Score -2.154663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151778 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -21546634.000000 Penalty: 5923.456543
	Iteration 66Q: 3 clusters Score -2.154663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151784 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -21546650.000000 Penalty: 5923.456543
	Iteration 67Q: 3 clusters Score -2.154665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151789 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -21546656.000000 Penalty: 5923.456543
	Iteration 68Q: 3 clusters Score -2.154666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151792 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -21546664.000000 Penalty: 5923.456543
	Iteration 69Q: 3 clusters Score -2.154666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151798 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21546648.000000 Penalty: 5923.456543
	Iteration 70Q: 3 clusters Score -2.154665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151804 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -21546656.000000 Penalty: 5923.456543
	Iteration 71Q: 3 clusters Score -2.154666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151807 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -21546656.000000 Penalty: 5923.456543
	Iteration 72Q: 3 clusters Score -2.154666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151812 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -21546656.000000 Penalty: 5923.456543
	Iteration 73Q: 3 clusters Score -2.154666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151819 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -21546650.000000 Penalty: 5923.456543
	Iteration 74Q: 3 clusters Score -2.154665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151829 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -21546668.000000 Penalty: 5923.456543
	Iteration 75Q: 3 clusters Score -2.154667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151842 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -21546680.000000 Penalty: 5923.456543
	Iteration 76Q: 3 clusters Score -2.154668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151859 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -21546688.000000 Penalty: 5923.456543
	Iteration 77Q: 3 clusters Score -2.154669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151872 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -21546696.000000 Penalty: 5923.456543
	Iteration 78Q: 3 clusters Score -2.15467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151882 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -21546686.000000 Penalty: 5923.456543
	Iteration 79Q: 3 clusters Score -2.154669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151887 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -21546692.000000 Penalty: 5923.456543
	Iteration 80F: 3 clusters Score -2.154669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -21546694.000000 Penalty: 5923.456543
	Iteration 81Q: 3 clusters Score -2.154669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151911 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -21546702.000000 Penalty: 5923.456543
	Iteration 82Q: 3 clusters Score -2.15467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151915 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -21546704.000000 Penalty: 5923.456543
	Iteration 83Q: 3 clusters Score -2.15467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151924 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -21546718.000000 Penalty: 5923.456543
	Iteration 84Q: 3 clusters Score -2.154672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151927 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -21546722.000000 Penalty: 5923.456543
	Iteration 85Q: 3 clusters Score -2.154672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151929 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -21546718.000000 Penalty: 5923.456543
	Iteration 86Q: 3 clusters Score -2.154672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151929 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -21546718.000000 Penalty: 5923.456543
	Iteration 87F: 3 clusters Score -2.154672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Entering Unmasked Estep 
Score: -983813.437500 Penalty: 2194.430176
	Iteration 0F: 2 clusters Score -983813.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -978066.062500 Penalty: 4388.860352
	Iteration 0F: 3 clusters Score -978066.1 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -979557.312500 Penalty: 4388.860352
	Iteration 1F: 3 clusters Score -979557.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -979806.875000 Penalty: 4388.860352
	Iteration 2F: 3 clusters Score -979806.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -979976.437500 Penalty: 4388.860352
	Iteration 3Q: 3 clusters Score -979976.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -980101.250000 Penalty: 4388.860352
	Iteration 4Q: 3 clusters Score -980101.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -980193.437500 Penalty: 4388.860352
	Iteration 5Q: 3 clusters Score -980193.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -980269.812500 Penalty: 4388.860352
	Iteration 6Q: 3 clusters Score -980269.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -980325.625000 Penalty: 4388.860352
	Iteration 7Q: 3 clusters Score -980325.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -980376.625000 Penalty: 4388.860352
	Iteration 8Q: 3 clusters Score -980376.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -980412.562500 Penalty: 4388.860352
	Iteration 9Q: 3 clusters Score -980412.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -980446.125000 Penalty: 4388.860352
	Iteration 10Q: 3 clusters Score -980446.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -980483.000000 Penalty: 4388.860352
	Iteration 11Q: 3 clusters Score -980483 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -980516.750000 Penalty: 4388.860352
	Iteration 12Q: 3 clusters Score -980516.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -980563.250000 Penalty: 4388.860352
	Iteration 13Q: 3 clusters Score -980563.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -980615.250000 Penalty: 4388.860352
	Iteration 14Q: 3 clusters Score -980615.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -980674.812500 Penalty: 4388.860352
	Iteration 15Q: 3 clusters Score -980674.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -980752.562500 Penalty: 4388.860352
	Iteration 16Q: 3 clusters Score -980752.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -980836.437500 Penalty: 4388.860352
	Iteration 17Q: 3 clusters Score -980836.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -980915.687500 Penalty: 4388.860352
	Iteration 18Q: 3 clusters Score -980915.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -980997.437500 Penalty: 4388.860352
	Iteration 19Q: 3 clusters Score -980997.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -981076.187500 Penalty: 4388.860352
	Iteration 20F: 3 clusters Score -981076.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -981154.562500 Penalty: 4388.860352
	Iteration 21Q: 3 clusters Score -981154.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -981229.437500 Penalty: 4388.860352
	Iteration 22Q: 3 clusters Score -981229.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -981305.562500 Penalty: 4388.860352
	Iteration 23Q: 3 clusters Score -981305.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -981379.562500 Penalty: 4388.860352
	Iteration 24Q: 3 clusters Score -981379.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -981459.312500 Penalty: 4388.860352
	Iteration 25Q: 3 clusters Score -981459.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -981547.687500 Penalty: 4388.860352
	Iteration 26Q: 3 clusters Score -981547.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -981621.000000 Penalty: 4388.860352
	Iteration 27Q: 3 clusters Score -981621 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -981683.062500 Penalty: 4388.860352
	Iteration 28Q: 3 clusters Score -981683.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -981739.187500 Penalty: 4388.860352
	Iteration 29Q: 3 clusters Score -981739.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -981785.250000 Penalty: 4388.860352
	Iteration 30Q: 3 clusters Score -981785.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -981828.312500 Penalty: 4388.860352
	Iteration 31Q: 3 clusters Score -981828.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -981871.062500 Penalty: 4388.860352
	Iteration 32Q: 3 clusters Score -981871.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -981899.625000 Penalty: 4388.860352
	Iteration 33Q: 3 clusters Score -981899.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -981924.625000 Penalty: 4388.860352
	Iteration 34Q: 3 clusters Score -981924.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -981952.875000 Penalty: 4388.860352
	Iteration 35Q: 3 clusters Score -981952.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -981974.125000 Penalty: 4388.860352
	Iteration 36Q: 3 clusters Score -981974.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -981988.375000 Penalty: 4388.860352
	Iteration 37Q: 3 clusters Score -981988.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -982005.562500 Penalty: 4388.860352
	Iteration 38Q: 3 clusters Score -982005.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -982011.312500 Penalty: 4388.860352
	Iteration 39Q: 3 clusters Score -982011.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -982015.062500 Penalty: 4388.860352
	Iteration 40F: 3 clusters Score -982015.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -982018.187500 Penalty: 4388.860352
	Iteration 41Q: 3 clusters Score -982018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -982020.625000 Penalty: 4388.860352
	Iteration 42Q: 3 clusters Score -982020.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -982026.375000 Penalty: 4388.860352
	Iteration 43Q: 3 clusters Score -982026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -982031.875000 Penalty: 4388.860352
	Iteration 44Q: 3 clusters Score -982031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -982034.812500 Penalty: 4388.860352
	Iteration 45Q: 3 clusters Score -982034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -982038.875000 Penalty: 4388.860352
	Iteration 46Q: 3 clusters Score -982038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -982038.937500 Penalty: 4388.860352
	Iteration 47Q: 3 clusters Score -982038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -982042.375000 Penalty: 4388.860352
	Iteration 48Q: 3 clusters Score -982042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -982044.187500 Penalty: 4388.860352
	Iteration 49Q: 3 clusters Score -982044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -982043.937500 Penalty: 4388.860352
	Iteration 50Q: 3 clusters Score -982043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -982044.000000 Penalty: 4388.860352
	Iteration 51Q: 3 clusters Score -982044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -982044.625000 Penalty: 4388.860352
	Iteration 52Q: 3 clusters Score -982044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -982048.062500 Penalty: 4388.860352
	Iteration 53Q: 3 clusters Score -982048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -982053.187500 Penalty: 4388.860352
	Iteration 54Q: 3 clusters Score -982053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -982060.500000 Penalty: 4388.860352
	Iteration 55Q: 3 clusters Score -982060.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -982069.562500 Penalty: 4388.860352
	Iteration 56Q: 3 clusters Score -982069.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -982073.562500 Penalty: 4388.860352
	Iteration 57Q: 3 clusters Score -982073.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -982077.062500 Penalty: 4388.860352
	Iteration 58Q: 3 clusters Score -982077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -982083.375000 Penalty: 4388.860352
	Iteration 59Q: 3 clusters Score -982083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -982086.125000 Penalty: 4388.860352
	Iteration 60F: 3 clusters Score -982086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -982089.062500 Penalty: 4388.860352
	Iteration 61Q: 3 clusters Score -982089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -982089.562500 Penalty: 4388.860352
	Iteration 62Q: 3 clusters Score -982089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -982091.937500 Penalty: 4388.860352
	Iteration 63Q: 3 clusters Score -982091.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -982094.562500 Penalty: 4388.860352
	Iteration 64Q: 3 clusters Score -982094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -982098.375000 Penalty: 4388.860352
	Iteration 65Q: 3 clusters Score -982098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -982098.875000 Penalty: 4388.860352
	Iteration 66Q: 3 clusters Score -982098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -982098.375000 Penalty: 4388.860352
	Iteration 67Q: 3 clusters Score -982098.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -982102.562500 Penalty: 4388.860352
	Iteration 68Q: 3 clusters Score -982102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -982106.312500 Penalty: 4388.860352
	Iteration 69Q: 3 clusters Score -982106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -982105.437500 Penalty: 4388.860352
	Iteration 70Q: 3 clusters Score -982105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -982105.437500 Penalty: 4388.860352
	Iteration 71F: 3 clusters Score -982105.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Entering Unmasked Estep 
Score: -4927210.000000 Penalty: 2591.396240
	Iteration 0F: 2 clusters Score -4927210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -4903754.000000 Penalty: 5182.792480
	Iteration 0F: 3 clusters Score -4903754 nChanged 15562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4912058.000000 Penalty: 5182.792480
	Iteration 1F: 3 clusters Score -4912058 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4912520.500000 Penalty: 5182.792480
	Iteration 2Q: 3 clusters Score -4912520 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4912929.500000 Penalty: 5182.792480
	Iteration 3Q: 3 clusters Score -4912930 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -4913353.500000 Penalty: 5182.792480
	Iteration 4Q: 3 clusters Score -4913354 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -4913918.000000 Penalty: 5182.792480
	Iteration 5Q: 3 clusters Score -4913918 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -4914608.000000 Penalty: 5182.792480
	Iteration 6Q: 3 clusters Score -4914608 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4915441.500000 Penalty: 5182.792480
	Iteration 7F: 3 clusters Score -4915442 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -4916643.500000 Penalty: 5182.792480
	Iteration 8F: 3 clusters Score -4916644 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -4918330.500000 Penalty: 5182.792480
	Iteration 9F: 3 clusters Score -4918330 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -4920232.500000 Penalty: 5182.792480
	Iteration 10F: 3 clusters Score -4920232 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -4921917.500000 Penalty: 5182.792480
	Iteration 11F: 3 clusters Score -4921918 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -4923214.000000 Penalty: 5182.792480
	Iteration 12Q: 3 clusters Score -4923214 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -4923825.500000 Penalty: 5182.792480
	Iteration 13Q: 3 clusters Score -4923826 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4924180.500000 Penalty: 5182.792480
	Iteration 14Q: 3 clusters Score -4924180 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4924368.500000 Penalty: 5182.792480
	Iteration 15Q: 3 clusters Score -4924368 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4924514.500000 Penalty: 5182.792480
	Iteration 16Q: 3 clusters Score -4924514 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -4924617.000000 Penalty: 5182.792480
	Iteration 17Q: 3 clusters Score -4924617 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4924694.000000 Penalty: 5182.792480
	Iteration 18Q: 3 clusters Score -4924694 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4924760.000000 Penalty: 5182.792480
	Iteration 19Q: 3 clusters Score -4924760 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4924790.000000 Penalty: 5182.792480
	Iteration 20F: 3 clusters Score -4924790 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4924826.000000 Penalty: 5182.792480
	Iteration 21Q: 3 clusters Score -4924826 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4924846.500000 Penalty: 5182.792480
	Iteration 22Q: 3 clusters Score -4924846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4924875.000000 Penalty: 5182.792480
	Iteration 23Q: 3 clusters Score -4924875 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4924901.000000 Penalty: 5182.792480
	Iteration 24Q: 3 clusters Score -4924901 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4924922.000000 Penalty: 5182.792480
	Iteration 25Q: 3 clusters Score -4924922 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4924940.500000 Penalty: 5182.792480
	Iteration 26Q: 3 clusters Score -4924940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4924970.000000 Penalty: 5182.792480
	Iteration 27Q: 3 clusters Score -4924970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4925001.000000 Penalty: 5182.792480
	Iteration 28Q: 3 clusters Score -4925001 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4924999.500000 Penalty: 5182.792480
	Iteration 29Q: 3 clusters Score -4925000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4925012.500000 Penalty: 5182.792480
	Iteration 30Q: 3 clusters Score -4925012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4925036.500000 Penalty: 5182.792480
	Iteration 31Q: 3 clusters Score -4925036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4925042.000000 Penalty: 5182.792480
	Iteration 32Q: 3 clusters Score -4925042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4925043.500000 Penalty: 5182.792480
	Iteration 33Q: 3 clusters Score -4925044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4925063.000000 Penalty: 5182.792480
	Iteration 34Q: 3 clusters Score -4925063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4925087.500000 Penalty: 5182.792480
	Iteration 35Q: 3 clusters Score -4925088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4925088.500000 Penalty: 5182.792480
	Iteration 36Q: 3 clusters Score -4925088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4925083.000000 Penalty: 5182.792480
	Iteration 37Q: 3 clusters Score -4925083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4925097.500000 Penalty: 5182.792480
	Iteration 38Q: 3 clusters Score -4925098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4925099.500000 Penalty: 5182.792480
	Iteration 39Q: 3 clusters Score -4925100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4925102.500000 Penalty: 5182.792480
	Iteration 40F: 3 clusters Score -4925102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4925096.000000 Penalty: 5182.792480
	Iteration 41Q: 3 clusters Score -4925096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4925103.000000 Penalty: 5182.792480
	Iteration 42Q: 3 clusters Score -4925103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4925116.000000 Penalty: 5182.792480
	Iteration 43Q: 3 clusters Score -4925116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4925118.000000 Penalty: 5182.792480
	Iteration 44Q: 3 clusters Score -4925118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4925122.500000 Penalty: 5182.792480
	Iteration 45Q: 3 clusters Score -4925122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4925146.000000 Penalty: 5182.792480
	Iteration 46Q: 3 clusters Score -4925146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4925142.500000 Penalty: 5182.792480
	Iteration 47Q: 3 clusters Score -4925142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4925139.500000 Penalty: 5182.792480
	Iteration 48Q: 3 clusters Score -4925140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4925151.000000 Penalty: 5182.792480
	Iteration 49Q: 3 clusters Score -4925151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4925141.000000 Penalty: 5182.792480
	Iteration 50Q: 3 clusters Score -4925141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4925147.500000 Penalty: 5182.792480
	Iteration 51Q: 3 clusters Score -4925148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4925146.000000 Penalty: 5182.792480
	Iteration 52Q: 3 clusters Score -4925146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4925155.500000 Penalty: 5182.792480
	Iteration 53Q: 3 clusters Score -4925156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4925156.500000 Penalty: 5182.792480
	Iteration 54Q: 3 clusters Score -4925156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4925159.500000 Penalty: 5182.792480
	Iteration 55Q: 3 clusters Score -4925160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4925155.500000 Penalty: 5182.792480
	Iteration 56Q: 3 clusters Score -4925156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4925162.500000 Penalty: 5182.792480
	Iteration 57Q: 3 clusters Score -4925162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4925160.000000 Penalty: 5182.792480
	Iteration 58Q: 3 clusters Score -4925160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4925162.500000 Penalty: 5182.792480
	Iteration 59Q: 3 clusters Score -4925162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4925162.500000 Penalty: 5182.792480
	Iteration 60F: 3 clusters Score -4925162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (149298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149298 members 
Entering Unmasked Estep 
Score: -21010990.000000 Penalty: 2954.597412
	Iteration 0F: 2 clusters Score -2.101099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -20913212.000000 Penalty: 5909.194824
	Iteration 0F: 3 clusters Score -2.091321e+07 nChanged 71324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -20953754.000000 Penalty: 5909.194824
	Iteration 1F: 3 clusters Score -2.095375e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 75732 members 
Entering Unmasked Estep 
Score: -20954724.000000 Penalty: 5909.194824
	Iteration 2Q: 3 clusters Score -2.095472e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 76601 members 
Entering Unmasked Estep 
Score: -20955774.000000 Penalty: 5909.194824
	Iteration 3Q: 3 clusters Score -2.095577e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -20957208.000000 Penalty: 5909.194824
	Iteration 4Q: 3 clusters Score -2.095721e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -20959170.000000 Penalty: 5909.194824
	Iteration 5Q: 3 clusters Score -2.095917e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -20962246.000000 Penalty: 5909.194824
	Iteration 6Q: 3 clusters Score -2.096225e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 89750 members 
Entering Unmasked Estep 
Score: -20966850.000000 Penalty: 5909.194824
	Iteration 7F: 3 clusters Score -2.096685e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 96779 members 
Entering Unmasked Estep 
Score: -20973212.000000 Penalty: 5909.194824
	Iteration 8F: 3 clusters Score -2.097321e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 104668 members 
Entering Unmasked Estep 
Score: -20981444.000000 Penalty: 5909.194824
	Iteration 9F: 3 clusters Score -2.098144e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 112058 members 
Entering Unmasked Estep 
Score: -20989756.000000 Penalty: 5909.194824
	Iteration 10F: 3 clusters Score -2.098976e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 117611 members 
Entering Unmasked Estep 
Score: -20995310.000000 Penalty: 5909.194824
	Iteration 11Q: 3 clusters Score -2.099531e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 121743 members 
Entering Unmasked Estep 
Score: -20998504.000000 Penalty: 5909.194824
	Iteration 12Q: 3 clusters Score -2.09985e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 125135 members 
Entering Unmasked Estep 
Score: -21000404.000000 Penalty: 5909.194824
	Iteration 13Q: 3 clusters Score -2.10004e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 128101 members 
Entering Unmasked Estep 
Score: -21001778.000000 Penalty: 5909.194824
	Iteration 14Q: 3 clusters Score -2.100178e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 130883 members 
Entering Unmasked Estep 
Score: -21003104.000000 Penalty: 5909.194824
	Iteration 15Q: 3 clusters Score -2.10031e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 133359 members 
Entering Unmasked Estep 
Score: -21004070.000000 Penalty: 5909.194824
	Iteration 16Q: 3 clusters Score -2.100407e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -21004976.000000 Penalty: 5909.194824
	Iteration 17Q: 3 clusters Score -2.100498e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 137546 members 
Entering Unmasked Estep 
Score: -21005890.000000 Penalty: 5909.194824
	Iteration 18Q: 3 clusters Score -2.100589e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 139259 members 
Entering Unmasked Estep 
Score: -21006546.000000 Penalty: 5909.194824
	Iteration 19Q: 3 clusters Score -2.100655e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 140713 members 
Entering Unmasked Estep 
Score: -21007212.000000 Penalty: 5909.194824
	Iteration 20F: 3 clusters Score -2.100721e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 141973 members 
Entering Unmasked Estep 
Score: -21007766.000000 Penalty: 5909.194824
	Iteration 21Q: 3 clusters Score -2.100777e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 142980 members 
Entering Unmasked Estep 
Score: -21008098.000000 Penalty: 5909.194824
	Iteration 22Q: 3 clusters Score -2.10081e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 143821 members 
Entering Unmasked Estep 
Score: -21008432.000000 Penalty: 5909.194824
	Iteration 23Q: 3 clusters Score -2.100843e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 144503 members 
Entering Unmasked Estep 
Score: -21008624.000000 Penalty: 5909.194824
	Iteration 24Q: 3 clusters Score -2.100862e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 145050 members 
Entering Unmasked Estep 
Score: -21008820.000000 Penalty: 5909.194824
	Iteration 25Q: 3 clusters Score -2.100882e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 145482 members 
Entering Unmasked Estep 
Score: -21008880.000000 Penalty: 5909.194824
	Iteration 26Q: 3 clusters Score -2.100888e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 145840 members 
Entering Unmasked Estep 
Score: -21008942.000000 Penalty: 5909.194824
	Iteration 27Q: 3 clusters Score -2.100894e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 146132 members 
Entering Unmasked Estep 
Score: -21009026.000000 Penalty: 5909.194824
	Iteration 28Q: 3 clusters Score -2.100903e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 146364 members 
Entering Unmasked Estep 
Score: -21009068.000000 Penalty: 5909.194824
	Iteration 29Q: 3 clusters Score -2.100907e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 146580 members 
Entering Unmasked Estep 
Score: -21009098.000000 Penalty: 5909.194824
	Iteration 30Q: 3 clusters Score -2.10091e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 146753 members 
Entering Unmasked Estep 
Score: -21009158.000000 Penalty: 5909.194824
	Iteration 31Q: 3 clusters Score -2.100916e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 146890 members 
Entering Unmasked Estep 
Score: -21009210.000000 Penalty: 5909.194824
	Iteration 32Q: 3 clusters Score -2.100921e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 147013 members 
Entering Unmasked Estep 
Score: -21009252.000000 Penalty: 5909.194824
	Iteration 33Q: 3 clusters Score -2.100925e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -21009242.000000 Penalty: 5909.194824
	Iteration 34Q: 3 clusters Score -2.100924e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 147225 members 
Entering Unmasked Estep 
Score: -21009220.000000 Penalty: 5909.194824
	Iteration 35Q: 3 clusters Score -2.100922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 147292 members 
Entering Unmasked Estep 
Score: -21009220.000000 Penalty: 5909.194824
	Iteration 36Q: 3 clusters Score -2.100922e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 147349 members 
Entering Unmasked Estep 
Score: -21009224.000000 Penalty: 5909.194824
	Iteration 37Q: 3 clusters Score -2.100922e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 147398 members 
Entering Unmasked Estep 
Score: -21009252.000000 Penalty: 5909.194824
	Iteration 38Q: 3 clusters Score -2.100925e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 147441 members 
Entering Unmasked Estep 
Score: -21009246.000000 Penalty: 5909.194824
	Iteration 39Q: 3 clusters Score -2.100925e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 147473 members 
Entering Unmasked Estep 
Score: -21009232.000000 Penalty: 5909.194824
	Iteration 40F: 3 clusters Score -2.100923e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -21009226.000000 Penalty: 5909.194824
	Iteration 41Q: 3 clusters Score -2.100923e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 147529 members 
Entering Unmasked Estep 
Score: -21009196.000000 Penalty: 5909.194824
	Iteration 42Q: 3 clusters Score -2.10092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 147549 members 
Entering Unmasked Estep 
Score: -21009190.000000 Penalty: 5909.194824
	Iteration 43Q: 3 clusters Score -2.100919e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 147567 members 
Entering Unmasked Estep 
Score: -21009184.000000 Penalty: 5909.194824
	Iteration 44Q: 3 clusters Score -2.100918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 147585 members 
Entering Unmasked Estep 
Score: -21009190.000000 Penalty: 5909.194824
	Iteration 45Q: 3 clusters Score -2.100919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 147602 members 
Entering Unmasked Estep 
Score: -21009174.000000 Penalty: 5909.194824
	Iteration 46Q: 3 clusters Score -2.100917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 147620 members 
Entering Unmasked Estep 
Score: -21009174.000000 Penalty: 5909.194824
	Iteration 47Q: 3 clusters Score -2.100917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 147632 members 
Entering Unmasked Estep 
Score: -21009168.000000 Penalty: 5909.194824
	Iteration 48Q: 3 clusters Score -2.100917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 147644 members 
Entering Unmasked Estep 
Score: -21009160.000000 Penalty: 5909.194824
	Iteration 49Q: 3 clusters Score -2.100916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 147656 members 
Entering Unmasked Estep 
Score: -21009174.000000 Penalty: 5909.194824
	Iteration 50Q: 3 clusters Score -2.100917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 147672 members 
Entering Unmasked Estep 
Score: -21009198.000000 Penalty: 5909.194824
	Iteration 51Q: 3 clusters Score -2.10092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 147680 members 
Entering Unmasked Estep 
Score: -21009198.000000 Penalty: 5909.194824
	Iteration 52Q: 3 clusters Score -2.10092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 147692 members 
Entering Unmasked Estep 
Score: -21009190.000000 Penalty: 5909.194824
	Iteration 53Q: 3 clusters Score -2.100919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 147706 members 
Entering Unmasked Estep 
Score: -21009184.000000 Penalty: 5909.194824
	Iteration 54Q: 3 clusters Score -2.100918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 147721 members 
Entering Unmasked Estep 
Score: -21009176.000000 Penalty: 5909.194824
	Iteration 55Q: 3 clusters Score -2.100918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 147740 members 
Entering Unmasked Estep 
Score: -21009156.000000 Penalty: 5909.194824
	Iteration 56Q: 3 clusters Score -2.100916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 147753 members 
Entering Unmasked Estep 
Score: -21009158.000000 Penalty: 5909.194824
	Iteration 57Q: 3 clusters Score -2.100916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 147762 members 
Entering Unmasked Estep 
Score: -21009154.000000 Penalty: 5909.194824
	Iteration 58Q: 3 clusters Score -2.100915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 147771 members 
Entering Unmasked Estep 
Score: -21009164.000000 Penalty: 5909.194824
	Iteration 59Q: 3 clusters Score -2.100916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 147776 members 
Entering Unmasked Estep 
Score: -21009156.000000 Penalty: 5909.194824
	Iteration 60F: 3 clusters Score -2.100916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 147782 members 
Entering Unmasked Estep 
Score: -21009160.000000 Penalty: 5909.194824
	Iteration 61Q: 3 clusters Score -2.100916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 147786 members 
Entering Unmasked Estep 
Score: -21009172.000000 Penalty: 5909.194824
	Iteration 62Q: 3 clusters Score -2.100917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 147789 members 
Entering Unmasked Estep 
Score: -21009164.000000 Penalty: 5909.194824
	Iteration 63Q: 3 clusters Score -2.100916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 147789 members 
Entering Unmasked Estep 
Score: -21009164.000000 Penalty: 5909.194824
	Iteration 64F: 3 clusters Score -2.100916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -62664.828125 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -62664.83 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 257 members 
Entering Unmasked Estep 
Score: -61174.968750 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -61174.97 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61362.839844 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -61362.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61408.539062 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -61408.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61458.027344 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -61458.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61508.015625 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -61508.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61575.800781 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -61575.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61605.253906 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -61605.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61614.617188 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -61614.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61620.718750 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -61620.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61626.039062 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -61626.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61629.964844 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -61629.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61635.417969 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -61635.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61647.421875 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -61647.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61653.968750 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -61653.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61666.308594 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -61666.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61677.187500 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -61677.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61685.789062 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -61685.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61704.328125 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -61704.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61729.324219 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -61729.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61743.375000 Penalty: 3089.341309
	Iteration 19Q: 3 clusters Score -61743.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61743.375000 Penalty: 3089.341309
	Iteration 20F: 3 clusters Score -61743.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Entering Unmasked Estep 
Score: -5614659.000000 Penalty: 2623.321777
	Iteration 0F: 2 clusters Score -5614659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -5587913.500000 Penalty: 5246.643555
	Iteration 0F: 3 clusters Score -5587914 nChanged 18017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -5597821.000000 Penalty: 5246.643555
	Iteration 1F: 3 clusters Score -5597821 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -5598230.000000 Penalty: 5246.643555
	Iteration 2Q: 3 clusters Score -5598230 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -5598566.000000 Penalty: 5246.643555
	Iteration 3Q: 3 clusters Score -5598566 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -5598987.000000 Penalty: 5246.643555
	Iteration 4Q: 3 clusters Score -5598987 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -5599505.000000 Penalty: 5246.643555
	Iteration 5Q: 3 clusters Score -5599505 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -5600193.000000 Penalty: 5246.643555
	Iteration 6Q: 3 clusters Score -5600193 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -5601305.000000 Penalty: 5246.643555
	Iteration 7F: 3 clusters Score -5601305 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -5603083.500000 Penalty: 5246.643555
	Iteration 8F: 3 clusters Score -5603084 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -5605583.000000 Penalty: 5246.643555
	Iteration 9F: 3 clusters Score -5605583 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5608161.000000 Penalty: 5246.643555
	Iteration 10F: 3 clusters Score -5608161 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -5610141.000000 Penalty: 5246.643555
	Iteration 11F: 3 clusters Score -5610141 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -5611319.000000 Penalty: 5246.643555
	Iteration 12Q: 3 clusters Score -5611319 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -5611864.500000 Penalty: 5246.643555
	Iteration 13Q: 3 clusters Score -5611864 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -5612070.000000 Penalty: 5246.643555
	Iteration 14Q: 3 clusters Score -5612070 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -5612188.000000 Penalty: 5246.643555
	Iteration 15Q: 3 clusters Score -5612188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -5612274.500000 Penalty: 5246.643555
	Iteration 16Q: 3 clusters Score -5612274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -5612293.500000 Penalty: 5246.643555
	Iteration 17Q: 3 clusters Score -5612294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -5612318.000000 Penalty: 5246.643555
	Iteration 18Q: 3 clusters Score -5612318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -5612343.000000 Penalty: 5246.643555
	Iteration 19Q: 3 clusters Score -5612343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -5612344.000000 Penalty: 5246.643555
	Iteration 20F: 3 clusters Score -5612344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -5612354.500000 Penalty: 5246.643555
	Iteration 21Q: 3 clusters Score -5612354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -5612354.500000 Penalty: 5246.643555
	Iteration 22Q: 3 clusters Score -5612354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -5612358.000000 Penalty: 5246.643555
	Iteration 23Q: 3 clusters Score -5612358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -5612365.000000 Penalty: 5246.643555
	Iteration 24Q: 3 clusters Score -5612365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -5612361.000000 Penalty: 5246.643555
	Iteration 25Q: 3 clusters Score -5612361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5612367.000000 Penalty: 5246.643555
	Iteration 26Q: 3 clusters Score -5612367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -5612365.500000 Penalty: 5246.643555
	Iteration 27Q: 3 clusters Score -5612366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -5612365.500000 Penalty: 5246.643555
	Iteration 28F: 3 clusters Score -5612366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -267295.156250 Penalty: 1882.656616
	Iteration 0F: 2 clusters Score -267295.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -264677.656250 Penalty: 3765.313232
	Iteration 0F: 3 clusters Score -264677.7 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -265134.375000 Penalty: 3765.313232
	Iteration 1F: 3 clusters Score -265134.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -265240.218750 Penalty: 3765.313232
	Iteration 2F: 3 clusters Score -265240.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -265298.593750 Penalty: 3765.313232
	Iteration 3Q: 3 clusters Score -265298.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -265334.187500 Penalty: 3765.313232
	Iteration 4Q: 3 clusters Score -265334.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -265353.156250 Penalty: 3765.313232
	Iteration 5Q: 3 clusters Score -265353.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -265372.031250 Penalty: 3765.313232
	Iteration 6Q: 3 clusters Score -265372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -265386.156250 Penalty: 3765.313232
	Iteration 7Q: 3 clusters Score -265386.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -265393.218750 Penalty: 3765.313232
	Iteration 8Q: 3 clusters Score -265393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -265401.125000 Penalty: 3765.313232
	Iteration 9Q: 3 clusters Score -265401.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -265409.500000 Penalty: 3765.313232
	Iteration 10Q: 3 clusters Score -265409.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -265419.281250 Penalty: 3765.313232
	Iteration 11Q: 3 clusters Score -265419.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -265431.937500 Penalty: 3765.313232
	Iteration 12Q: 3 clusters Score -265431.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -265447.312500 Penalty: 3765.313232
	Iteration 13Q: 3 clusters Score -265447.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -265465.718750 Penalty: 3765.313232
	Iteration 14Q: 3 clusters Score -265465.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -265479.375000 Penalty: 3765.313232
	Iteration 15Q: 3 clusters Score -265479.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -265486.500000 Penalty: 3765.313232
	Iteration 16Q: 3 clusters Score -265486.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -265497.406250 Penalty: 3765.313232
	Iteration 17Q: 3 clusters Score -265497.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -265508.500000 Penalty: 3765.313232
	Iteration 18Q: 3 clusters Score -265508.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -265526.843750 Penalty: 3765.313232
	Iteration 19Q: 3 clusters Score -265526.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -265540.843750 Penalty: 3765.313232
	Iteration 20F: 3 clusters Score -265540.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -265554.000000 Penalty: 3765.313232
	Iteration 21Q: 3 clusters Score -265554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -265563.500000 Penalty: 3765.313232
	Iteration 22Q: 3 clusters Score -265563.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -265569.500000 Penalty: 3765.313232
	Iteration 23Q: 3 clusters Score -265569.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -265575.718750 Penalty: 3765.313232
	Iteration 24Q: 3 clusters Score -265575.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -265581.250000 Penalty: 3765.313232
	Iteration 25Q: 3 clusters Score -265581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -265590.312500 Penalty: 3765.313232
	Iteration 26Q: 3 clusters Score -265590.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -265597.500000 Penalty: 3765.313232
	Iteration 27Q: 3 clusters Score -265597.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -265604.593750 Penalty: 3765.313232
	Iteration 28Q: 3 clusters Score -265604.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -265608.750000 Penalty: 3765.313232
	Iteration 29Q: 3 clusters Score -265608.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -265613.250000 Penalty: 3765.313232
	Iteration 30Q: 3 clusters Score -265613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -265617.062500 Penalty: 3765.313232
	Iteration 31Q: 3 clusters Score -265617.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -265623.906250 Penalty: 3765.313232
	Iteration 32Q: 3 clusters Score -265623.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -265630.687500 Penalty: 3765.313232
	Iteration 33Q: 3 clusters Score -265630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -265635.625000 Penalty: 3765.313232
	Iteration 34Q: 3 clusters Score -265635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -265638.375000 Penalty: 3765.313232
	Iteration 35Q: 3 clusters Score -265638.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -265640.437500 Penalty: 3765.313232
	Iteration 36Q: 3 clusters Score -265640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -265640.718750 Penalty: 3765.313232
	Iteration 37Q: 3 clusters Score -265640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -265641.750000 Penalty: 3765.313232
	Iteration 38Q: 3 clusters Score -265641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -265641.750000 Penalty: 3765.313232
	Iteration 39F: 3 clusters Score -265641.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -19801.101562 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -19801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18740.193359 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -18740.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18775.339844 Penalty: 2567.370361
	Iteration 1Q: 3 clusters Score -18775.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18784.085938 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -18784.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18799.046875 Penalty: 2567.370361
	Iteration 3Q: 3 clusters Score -18799.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18802.273438 Penalty: 2567.370361
	Iteration 4Q: 3 clusters Score -18802.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18802.273438 Penalty: 2567.370361
	Iteration 5F: 3 clusters Score -18802.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Entering Unmasked Estep 
Score: -5252670.000000 Penalty: 2616.559570
	Iteration 0F: 2 clusters Score -5252670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -5226876.000000 Penalty: 5233.119141
	Iteration 0F: 3 clusters Score -5226876 nChanged 17508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -5236491.500000 Penalty: 5233.119141
	Iteration 1F: 3 clusters Score -5236492 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -5237089.000000 Penalty: 5233.119141
	Iteration 2Q: 3 clusters Score -5237089 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -5237731.500000 Penalty: 5233.119141
	Iteration 3Q: 3 clusters Score -5237732 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -5238460.000000 Penalty: 5233.119141
	Iteration 4Q: 3 clusters Score -5238460 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5239327.000000 Penalty: 5233.119141
	Iteration 5Q: 3 clusters Score -5239327 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -5240326.000000 Penalty: 5233.119141
	Iteration 6F: 3 clusters Score -5240326 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -5241438.000000 Penalty: 5233.119141
	Iteration 7F: 3 clusters Score -5241438 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -5242386.000000 Penalty: 5233.119141
	Iteration 8F: 3 clusters Score -5242386 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -5243137.500000 Penalty: 5233.119141
	Iteration 9Q: 3 clusters Score -5243138 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -5243602.500000 Penalty: 5233.119141
	Iteration 10Q: 3 clusters Score -5243602 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -5243867.000000 Penalty: 5233.119141
	Iteration 11Q: 3 clusters Score -5243867 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -5244040.500000 Penalty: 5233.119141
	Iteration 12Q: 3 clusters Score -5244040 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -5244182.000000 Penalty: 5233.119141
	Iteration 13Q: 3 clusters Score -5244182 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -5244331.000000 Penalty: 5233.119141
	Iteration 14Q: 3 clusters Score -5244331 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -5244501.500000 Penalty: 5233.119141
	Iteration 15Q: 3 clusters Score -5244502 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -5244695.500000 Penalty: 5233.119141
	Iteration 16Q: 3 clusters Score -5244696 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -5244907.000000 Penalty: 5233.119141
	Iteration 17Q: 3 clusters Score -5244907 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -5245256.500000 Penalty: 5233.119141
	Iteration 18Q: 3 clusters Score -5245256 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -5245585.500000 Penalty: 5233.119141
	Iteration 19Q: 3 clusters Score -5245586 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -5245965.000000 Penalty: 5233.119141
	Iteration 20F: 3 clusters Score -5245965 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -5246299.000000 Penalty: 5233.119141
	Iteration 21Q: 3 clusters Score -5246299 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -5246540.000000 Penalty: 5233.119141
	Iteration 22Q: 3 clusters Score -5246540 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -5246647.500000 Penalty: 5233.119141
	Iteration 23Q: 3 clusters Score -5246648 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -5246749.000000 Penalty: 5233.119141
	Iteration 24Q: 3 clusters Score -5246749 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -5246823.500000 Penalty: 5233.119141
	Iteration 25Q: 3 clusters Score -5246824 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -5246850.000000 Penalty: 5233.119141
	Iteration 26Q: 3 clusters Score -5246850 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -5246899.000000 Penalty: 5233.119141
	Iteration 27Q: 3 clusters Score -5246899 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -5246941.500000 Penalty: 5233.119141
	Iteration 28Q: 3 clusters Score -5246942 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -5246960.000000 Penalty: 5233.119141
	Iteration 29Q: 3 clusters Score -5246960 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5246974.000000 Penalty: 5233.119141
	Iteration 30Q: 3 clusters Score -5246974 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -5247009.500000 Penalty: 5233.119141
	Iteration 31Q: 3 clusters Score -5247010 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -5247015.500000 Penalty: 5233.119141
	Iteration 32Q: 3 clusters Score -5247016 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -5247032.000000 Penalty: 5233.119141
	Iteration 33Q: 3 clusters Score -5247032 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -5247053.000000 Penalty: 5233.119141
	Iteration 34Q: 3 clusters Score -5247053 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -5247069.000000 Penalty: 5233.119141
	Iteration 35Q: 3 clusters Score -5247069 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -5247069.000000 Penalty: 5233.119141
	Iteration 36Q: 3 clusters Score -5247069 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -5247071.000000 Penalty: 5233.119141
	Iteration 37Q: 3 clusters Score -5247071 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -5247083.500000 Penalty: 5233.119141
	Iteration 38Q: 3 clusters Score -5247084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -5247092.000000 Penalty: 5233.119141
	Iteration 39Q: 3 clusters Score -5247092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -5247094.500000 Penalty: 5233.119141
	Iteration 40F: 3 clusters Score -5247094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -5247098.500000 Penalty: 5233.119141
	Iteration 41Q: 3 clusters Score -5247098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -5247090.500000 Penalty: 5233.119141
	Iteration 42Q: 3 clusters Score -5247090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -5247098.000000 Penalty: 5233.119141
	Iteration 43Q: 3 clusters Score -5247098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -5247092.500000 Penalty: 5233.119141
	Iteration 44Q: 3 clusters Score -5247092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -5247089.000000 Penalty: 5233.119141
	Iteration 45Q: 3 clusters Score -5247089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -5247086.500000 Penalty: 5233.119141
	Iteration 46Q: 3 clusters Score -5247086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -5247087.500000 Penalty: 5233.119141
	Iteration 47Q: 3 clusters Score -5247088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -5247086.500000 Penalty: 5233.119141
	Iteration 48Q: 3 clusters Score -5247086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -5247088.000000 Penalty: 5233.119141
	Iteration 49Q: 3 clusters Score -5247088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -5247086.000000 Penalty: 5233.119141
	Iteration 50Q: 3 clusters Score -5247086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -5247090.500000 Penalty: 5233.119141
	Iteration 51Q: 3 clusters Score -5247090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -5247091.000000 Penalty: 5233.119141
	Iteration 52Q: 3 clusters Score -5247091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -5247096.000000 Penalty: 5233.119141
	Iteration 53Q: 3 clusters Score -5247096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -5247094.000000 Penalty: 5233.119141
	Iteration 54Q: 3 clusters Score -5247094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -5247095.500000 Penalty: 5233.119141
	Iteration 55Q: 3 clusters Score -5247096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -5247096.000000 Penalty: 5233.119141
	Iteration 56Q: 3 clusters Score -5247096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -5247099.500000 Penalty: 5233.119141
	Iteration 57Q: 3 clusters Score -5247100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -5247102.000000 Penalty: 5233.119141
	Iteration 58Q: 3 clusters Score -5247102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5247097.000000 Penalty: 5233.119141
	Iteration 59Q: 3 clusters Score -5247097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5247097.000000 Penalty: 5233.119141
	Iteration 60F: 3 clusters Score -5247097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -21033.388672 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -21033.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19925.691406 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -19925.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19989.978516 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -19989.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20010.341797 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -20010.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20014.812500 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -20014.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20014.812500 Penalty: 2625.479248
	Iteration 4F: 3 clusters Score -20014.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -66008.976562 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -66008.98 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 271 members 
Entering Unmasked Estep 
Score: -64446.042969 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -64446.04 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64634.964844 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -64634.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64704.847656 Penalty: 3139.541504
	Iteration 2Q: 3 clusters Score -64704.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64766.191406 Penalty: 3139.541504
	Iteration 3Q: 3 clusters Score -64766.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64835.878906 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -64835.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64889.058594 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -64889.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64954.304688 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -64954.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65003.871094 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -65003.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65040.003906 Penalty: 3139.541504
	Iteration 8Q: 3 clusters Score -65040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65062.246094 Penalty: 3139.541504
	Iteration 9Q: 3 clusters Score -65062.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65077.957031 Penalty: 3139.541504
	Iteration 10Q: 3 clusters Score -65077.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65091.535156 Penalty: 3139.541504
	Iteration 11Q: 3 clusters Score -65091.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65103.312500 Penalty: 3139.541504
	Iteration 12Q: 3 clusters Score -65103.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65114.078125 Penalty: 3139.541504
	Iteration 13Q: 3 clusters Score -65114.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65118.957031 Penalty: 3139.541504
	Iteration 14Q: 3 clusters Score -65118.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65120.488281 Penalty: 3139.541504
	Iteration 15Q: 3 clusters Score -65120.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65120.488281 Penalty: 3139.541504
	Iteration 16F: 3 clusters Score -65120.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -89211.484375 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -89211.48 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 379 members 
Entering Unmasked Estep 
Score: -87457.046875 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -87457.05 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -87723.609375 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -87723.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87901.234375 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -87901.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -88141.054688 Penalty: 3285.536377
	Iteration 3F: 3 clusters Score -88141.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -88417.703125 Penalty: 3285.536377
	Iteration 4F: 3 clusters Score -88417.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -88562.500000 Penalty: 3285.536377
	Iteration 5F: 3 clusters Score -88562.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88659.640625 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -88659.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -88740.085938 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -88740.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -88790.523438 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -88790.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -88821.679688 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -88821.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -88833.218750 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -88833.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -88839.601562 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -88839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -88842.257812 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -88842.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -88842.257812 Penalty: 3285.536377
	Iteration 13F: 3 clusters Score -88842.26 nChanged 0
--- Evaluating fit on full set of 3174649 points ---
Entering Unmasked Estep 
Score: -433317824.000000 Penalty: 100243.859375
25->28 Clusters: Score -433317824.000000, best is -433696768.000000

Main iterations: 0 (time per=infms)
Total iterations: 74190 (time per=483.955101ms)
Iterations metric 2: 7291114356736.000000 (time per=4.924436ns)
Iterations metric 3: 218744445992960.000000 (time per=164.139614ps)

That took 35904.628906 seconds.
